warning: commands will be executed using /bin/sh
job 2236 at Sun Sep  1 01:25:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08152013_reo/gatsby140_08152013_reo
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
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 2732297 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 910765 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 47919 members 
Mstep: Class 3 contains 48010 members 
Mstep: Class 4 contains 47664 members 
Mstep: Class 5 contains 47901 members 
Mstep: Class 6 contains 47789 members 
Mstep: Class 7 contains 47933 members 
Mstep: Class 8 contains 47979 members 
Mstep: Class 9 contains 47626 members 
Mstep: Class 10 contains 47889 members 
Mstep: Class 11 contains 48395 members 
Mstep: Class 12 contains 47582 members 
Mstep: Class 13 contains 47991 members 
Mstep: Class 14 contains 48124 members 
Mstep: Class 15 contains 47992 members 
Mstep: Class 16 contains 48213 members 
Mstep: Class 17 contains 47759 members 
Mstep: Class 18 contains 47627 members 
Mstep: Class 19 contains 48071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 414.991913 but Gain 2229.832031
Score: -98500664.000000 Penalty: 40136.968750
Iteration 0F: 19 clusters Score -9.850066e+07 nChanged 859934
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 111057 members 
Mstep: Class 2 contains 48441 members 
Mstep: Class 3 contains 79616 members 
Mstep: Class 4 contains 23349 members 
Mstep: Class 5 contains 19582 members 
Mstep: Class 6 contains 34205 members 
Mstep: Class 8 contains 54921 members 
Mstep: Class 9 contains 43541 members 
Mstep: Class 10 contains 86036 members 
Mstep: Class 11 contains 28796 members 
Mstep: Class 12 contains 32957 members 
Mstep: Class 13 contains 53182 members 
Mstep: Class 14 contains 27848 members 
Mstep: Class 15 contains 99183 members 
Mstep: Class 16 contains 34218 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 90564 members 
Mstep: Class 19 contains 17604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100360632.000000 Penalty: 40136.968750
Iteration 1F: 19 clusters Score -1.003606e+08 nChanged 322746
Entering Unmasked Mstep 
Mstep: Class 0 contains 317 members 
Mstep: Class 1 contains 151538 members 
Mstep: Class 2 contains 30600 members 
Mstep: Class 3 contains 117673 members 
Mstep: Class 4 contains 19770 members 
Mstep: Class 5 contains 14131 members 
Mstep: Class 6 contains 40552 members 
Mstep: Class 8 contains 42397 members 
Mstep: Class 9 contains 55745 members 
Mstep: Class 10 contains 87271 members 
Mstep: Class 11 contains 15484 members 
Mstep: Class 12 contains 23194 members 
Mstep: Class 13 contains 49571 members 
Mstep: Class 14 contains 15523 members 
Mstep: Class 15 contains 83006 members 
Mstep: Class 16 contains 25097 members 
Mstep: Class 17 contains 23712 members 
Mstep: Class 18 contains 106789 members 
Mstep: Class 19 contains 8395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100835968.000000 Penalty: 40136.968750
Iteration 2F: 19 clusters Score -1.00836e+08 nChanged 238604
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 205364 members 
Mstep: Class 2 contains 17646 members 
Mstep: Class 3 contains 132312 members 
Mstep: Class 4 contains 14240 members 
Mstep: Class 5 contains 9334 members 
Mstep: Class 6 contains 40116 members 
Mstep: Class 8 contains 30552 members 
Mstep: Class 9 contains 56596 members 
Mstep: Class 10 contains 109421 members 
Mstep: Class 11 contains 7975 members 
Mstep: Class 12 contains 14721 members 
Mstep: Class 13 contains 48523 members 
Mstep: Class 14 contains 8413 members 
Mstep: Class 15 contains 61098 members 
Mstep: Class 16 contains 16432 members 
Mstep: Class 17 contains 17989 members 
Mstep: Class 18 contains 115223 members 
Mstep: Class 19 contains 4589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101128024.000000 Penalty: 40136.968750
Iteration 3F: 19 clusters Score -1.01128e+08 nChanged 201594
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 228157 members 
Mstep: Class 2 contains 10297 members 
Mstep: Class 3 contains 131693 members 
Mstep: Class 4 contains 9649 members 
Mstep: Class 5 contains 6057 members 
Mstep: Class 6 contains 39170 members 
Mstep: Class 8 contains 22423 members 
Mstep: Class 9 contains 59659 members 
Mstep: Class 10 contains 151480 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 12 contains 9607 members 
Mstep: Class 13 contains 54319 members 
Mstep: Class 14 contains 4915 members 
Mstep: Class 15 contains 41178 members 
Mstep: Class 16 contains 10281 members 
Mstep: Class 17 contains 12914 members 
Mstep: Class 18 contains 111374 members 
Mstep: Class 19 contains 3039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2125.267334 but Gain 2229.832031
Score: -101342728.000000 Penalty: 37907.136719
Iteration 4F: 18 clusters Score -1.013427e+08 nChanged 172151
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 207054 members 
Mstep: Class 2 contains 7010 members 
Mstep: Class 3 contains 134722 members 
Mstep: Class 4 contains 6859 members 
Mstep: Class 5 contains 4638 members 
Mstep: Class 6 contains 39034 members 
Mstep: Class 8 contains 17251 members 
Mstep: Class 9 contains 70005 members 
Mstep: Class 10 contains 202333 members 
Mstep: Class 12 contains 5837 members 
Mstep: Class 13 contains 64425 members 
Mstep: Class 14 contains 2689 members 
Mstep: Class 15 contains 26416 members 
Mstep: Class 16 contains 6589 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 103980 members 
Mstep: Class 19 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101553352.000000 Penalty: 37907.136719
Iteration 5F: 18 clusters Score -1.015534e+08 nChanged 141073
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 175080 members 
Mstep: Class 2 contains 4547 members 
Mstep: Class 3 contains 138053 members 
Mstep: Class 4 contains 4955 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 37655 members 
Mstep: Class 8 contains 13161 members 
Mstep: Class 9 contains 84362 members 
Mstep: Class 10 contains 243450 members 
Mstep: Class 12 contains 2903 members 
Mstep: Class 13 contains 72964 members 
Mstep: Class 14 contains 1956 members 
Mstep: Class 15 contains 22263 members 
Mstep: Class 16 contains 4454 members 
Mstep: Class 17 contains 6284 members 
Mstep: Class 18 contains 92276 members 
Mstep: Class 19 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1488.472412 but Gain 2229.832031
Score: -101687232.000000 Penalty: 35677.304688
Iteration 6F: 17 clusters Score -1.016872e+08 nChanged 107526
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 152232 members 
Mstep: Class 2 contains 3082 members 
Mstep: Class 3 contains 134596 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 3259 members 
Mstep: Class 6 contains 36432 members 
Mstep: Class 8 contains 10804 members 
Mstep: Class 9 contains 101712 members 
Mstep: Class 10 contains 266094 members 
Mstep: Class 13 contains 79036 members 
Mstep: Class 14 contains 2263 members 
Mstep: Class 15 contains 24410 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 17 contains 4212 members 
Mstep: Class 18 contains 83058 members 
Mstep: Class 19 contains 2194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101750544.000000 Penalty: 35677.304688
Iteration 7F: 17 clusters Score -1.017505e+08 nChanged 83125
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 139568 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 121830 members 
Mstep: Class 4 contains 2814 members 
Mstep: Class 5 contains 2613 members 
Mstep: Class 6 contains 36861 members 
Mstep: Class 8 contains 9403 members 
Mstep: Class 9 contains 120491 members 
Mstep: Class 10 contains 273661 members 
Mstep: Class 13 contains 82667 members 
Mstep: Class 14 contains 2586 members 
Mstep: Class 15 contains 27911 members 
Mstep: Class 16 contains 4075 members 
Mstep: Class 17 contains 2866 members 
Mstep: Class 18 contains 78678 members 
Mstep: Class 19 contains 1953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1948.635864 but Gain 2229.832031
Score: -101777552.000000 Penalty: 33447.472656
Iteration 8F: 16 clusters Score -1.017776e+08 nChanged 72038
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 132938 members 
Mstep: Class 2 contains 2755 members 
Mstep: Class 3 contains 104113 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 2031 members 
Mstep: Class 6 contains 40313 members 
Mstep: Class 8 contains 8673 members 
Mstep: Class 9 contains 138253 members 
Mstep: Class 10 contains 275910 members 
Mstep: Class 13 contains 84632 members 
Mstep: Class 14 contains 2812 members 
Mstep: Class 15 contains 31294 members 
Mstep: Class 16 contains 4939 members 
Mstep: Class 18 contains 77794 members 
Mstep: Class 19 contains 1856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2169.261230 but Gain 2229.832031
Score: -101797864.000000 Penalty: 31217.640625
Iteration 9F: 15 clusters Score -1.017979e+08 nChanged 62528
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 126960 members 
Mstep: Class 2 contains 2870 members 
Mstep: Class 3 contains 86447 members 
Mstep: Class 4 contains 2173 members 
Mstep: Class 6 contains 45930 members 
Mstep: Class 8 contains 8461 members 
Mstep: Class 9 contains 151723 members 
Mstep: Class 10 contains 276978 members 
Mstep: Class 13 contains 85779 members 
Mstep: Class 14 contains 2968 members 
Mstep: Class 15 contains 34313 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 18 contains 77874 members 
Mstep: Class 19 contains 1782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101816776.000000 Penalty: 31217.640625
Iteration 10F: 15 clusters Score -1.018168e+08 nChanged 55424
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 118562 members 
Mstep: Class 2 contains 3023 members 
Mstep: Class 3 contains 71813 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 6 contains 52454 members 
Mstep: Class 8 contains 8795 members 
Mstep: Class 9 contains 163559 members 
Mstep: Class 10 contains 276905 members 
Mstep: Class 13 contains 85903 members 
Mstep: Class 14 contains 3086 members 
Mstep: Class 15 contains 36880 members 
Mstep: Class 16 contains 7954 members 
Mstep: Class 18 contains 77997 members 
Mstep: Class 19 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101826992.000000 Penalty: 31217.640625
Iteration 11F: 15 clusters Score -1.01827e+08 nChanged 47694
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 109975 members 
Mstep: Class 2 contains 3188 members 
Mstep: Class 3 contains 63140 members 
Mstep: Class 4 contains 1958 members 
Mstep: Class 6 contains 59439 members 
Mstep: Class 8 contains 9536 members 
Mstep: Class 9 contains 169374 members 
Mstep: Class 10 contains 276130 members 
Mstep: Class 13 contains 85638 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 39057 members 
Mstep: Class 16 contains 9516 members 
Mstep: Class 18 contains 78821 members 
Mstep: Class 19 contains 1775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101834344.000000 Penalty: 31217.640625
Iteration 12F: 15 clusters Score -1.018343e+08 nChanged 38956
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 101338 members 
Mstep: Class 2 contains 3334 members 
Mstep: Class 3 contains 59228 members 
Mstep: Class 4 contains 1940 members 
Mstep: Class 6 contains 66959 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 170024 members 
Mstep: Class 10 contains 274823 members 
Mstep: Class 13 contains 85170 members 
Mstep: Class 14 contains 3278 members 
Mstep: Class 15 contains 41042 members 
Mstep: Class 16 contains 10933 members 
Mstep: Class 18 contains 80514 members 
Mstep: Class 19 contains 1823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101844728.000000 Penalty: 31217.640625
Iteration 13Q: 15 clusters Score -1.018447e+08 nChanged 33842
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 91761 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 57406 members 
Mstep: Class 4 contains 2054 members 
Mstep: Class 6 contains 75055 members 
Mstep: Class 8 contains 11084 members 
Mstep: Class 9 contains 168796 members 
Mstep: Class 10 contains 273374 members 
Mstep: Class 13 contains 84511 members 
Mstep: Class 14 contains 3389 members 
Mstep: Class 15 contains 42875 members 
Mstep: Class 16 contains 12274 members 
Mstep: Class 18 contains 82833 members 
Mstep: Class 19 contains 1861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101855952.000000 Penalty: 31217.640625
Iteration 14Q: 15 clusters Score -1.01856e+08 nChanged 32650
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 3569 members 
Mstep: Class 3 contains 56580 members 
Mstep: Class 4 contains 2328 members 
Mstep: Class 6 contains 84472 members 
Mstep: Class 8 contains 11740 members 
Mstep: Class 9 contains 166147 members 
Mstep: Class 10 contains 271803 members 
Mstep: Class 13 contains 83810 members 
Mstep: Class 14 contains 3518 members 
Mstep: Class 15 contains 44683 members 
Mstep: Class 16 contains 13712 members 
Mstep: Class 18 contains 85514 members 
Mstep: Class 19 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101871936.000000 Penalty: 31217.640625
Iteration 15Q: 15 clusters Score -1.018719e+08 nChanged 37656
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 55752 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 6 contains 99679 members 
Mstep: Class 8 contains 12333 members 
Mstep: Class 9 contains 159005 members 
Mstep: Class 10 contains 270193 members 
Mstep: Class 13 contains 82982 members 
Mstep: Class 14 contains 3628 members 
Mstep: Class 15 contains 46464 members 
Mstep: Class 16 contains 15181 members 
Mstep: Class 18 contains 88309 members 
Mstep: Class 19 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101890304.000000 Penalty: 31217.640625
Iteration 16Q: 15 clusters Score -1.018903e+08 nChanged 46437
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 3781 members 
Mstep: Class 3 contains 53775 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 6 contains 124205 members 
Mstep: Class 8 contains 12885 members 
Mstep: Class 9 contains 144350 members 
Mstep: Class 10 contains 268306 members 
Mstep: Class 13 contains 82004 members 
Mstep: Class 14 contains 3757 members 
Mstep: Class 15 contains 48214 members 
Mstep: Class 16 contains 16744 members 
Mstep: Class 18 contains 90855 members 
Mstep: Class 19 contains 2040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101908064.000000 Penalty: 31217.640625
Iteration 17F: 15 clusters Score -1.019081e+08 nChanged 52646
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 3855 members 
Mstep: Class 3 contains 50161 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 6 contains 156502 members 
Mstep: Class 8 contains 13392 members 
Mstep: Class 9 contains 122352 members 
Mstep: Class 10 contains 266150 members 
Mstep: Class 13 contains 80960 members 
Mstep: Class 14 contains 3797 members 
Mstep: Class 15 contains 49754 members 
Mstep: Class 16 contains 18346 members 
Mstep: Class 18 contains 92828 members 
Mstep: Class 19 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101916016.000000 Penalty: 31217.640625
Iteration 18F: 15 clusters Score -1.01916e+08 nChanged 49462
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 3861 members 
Mstep: Class 3 contains 47319 members 
Mstep: Class 4 contains 5413 members 
Mstep: Class 6 contains 187747 members 
Mstep: Class 8 contains 13836 members 
Mstep: Class 9 contains 99683 members 
Mstep: Class 10 contains 263684 members 
Mstep: Class 13 contains 79875 members 
Mstep: Class 14 contains 3796 members 
Mstep: Class 15 contains 51148 members 
Mstep: Class 16 contains 19861 members 
Mstep: Class 18 contains 94072 members 
Mstep: Class 19 contains 2075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101889952.000000 Penalty: 31217.640625
Iteration 19F: 15 clusters Score -1.0189e+08 nChanged 34827
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 3843 members 
Mstep: Class 3 contains 47252 members 
Mstep: Class 4 contains 6372 members 
Mstep: Class 6 contains 200760 members 
Mstep: Class 8 contains 14223 members 
Mstep: Class 9 contains 89063 members 
Mstep: Class 10 contains 261324 members 
Mstep: Class 13 contains 78836 members 
Mstep: Class 14 contains 3734 members 
Mstep: Class 15 contains 52273 members 
Mstep: Class 16 contains 21223 members 
Mstep: Class 18 contains 95592 members 
Mstep: Class 19 contains 2089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101879760.000000 Penalty: 31217.640625
Iteration 20F: 15 clusters Score -1.018798e+08 nChanged 23952
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 3809 members 
Mstep: Class 3 contains 48203 members 
Mstep: Class 4 contains 7327 members 
Mstep: Class 6 contains 202911 members 
Mstep: Class 8 contains 14553 members 
Mstep: Class 9 contains 87282 members 
Mstep: Class 10 contains 259140 members 
Mstep: Class 13 contains 77841 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 53179 members 
Mstep: Class 16 contains 22392 members 
Mstep: Class 18 contains 97022 members 
Mstep: Class 19 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101879640.000000 Penalty: 31217.640625
Iteration 21Q: 15 clusters Score -1.018796e+08 nChanged 18430
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 3766 members 
Mstep: Class 3 contains 49522 members 
Mstep: Class 4 contains 8260 members 
Mstep: Class 6 contains 201371 members 
Mstep: Class 8 contains 14809 members 
Mstep: Class 9 contains 88681 members 
Mstep: Class 10 contains 257170 members 
Mstep: Class 13 contains 77027 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 53868 members 
Mstep: Class 16 contains 23424 members 
Mstep: Class 18 contains 98083 members 
Mstep: Class 19 contains 2114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101881608.000000 Penalty: 31217.640625
Iteration 22Q: 15 clusters Score -1.018816e+08 nChanged 14663
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 3696 members 
Mstep: Class 3 contains 50983 members 
Mstep: Class 4 contains 9119 members 
Mstep: Class 6 contains 198498 members 
Mstep: Class 8 contains 15029 members 
Mstep: Class 9 contains 91255 members 
Mstep: Class 10 contains 255503 members 
Mstep: Class 13 contains 76383 members 
Mstep: Class 14 contains 3632 members 
Mstep: Class 15 contains 54383 members 
Mstep: Class 16 contains 24288 members 
Mstep: Class 18 contains 98783 members 
Mstep: Class 19 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101884880.000000 Penalty: 31217.640625
Iteration 23Q: 15 clusters Score -1.018849e+08 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 3618 members 
Mstep: Class 3 contains 52720 members 
Mstep: Class 4 contains 9957 members 
Mstep: Class 6 contains 195003 members 
Mstep: Class 8 contains 15239 members 
Mstep: Class 9 contains 94121 members 
Mstep: Class 10 contains 253999 members 
Mstep: Class 13 contains 75899 members 
Mstep: Class 14 contains 3617 members 
Mstep: Class 15 contains 54818 members 
Mstep: Class 16 contains 24976 members 
Mstep: Class 18 contains 99165 members 
Mstep: Class 19 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101889200.000000 Penalty: 31217.640625
Iteration 24Q: 15 clusters Score -1.018892e+08 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 3521 members 
Mstep: Class 3 contains 54590 members 
Mstep: Class 4 contains 10778 members 
Mstep: Class 6 contains 191200 members 
Mstep: Class 8 contains 15443 members 
Mstep: Class 9 contains 97024 members 
Mstep: Class 10 contains 252743 members 
Mstep: Class 13 contains 75525 members 
Mstep: Class 14 contains 3616 members 
Mstep: Class 15 contains 55140 members 
Mstep: Class 16 contains 25573 members 
Mstep: Class 18 contains 99235 members 
Mstep: Class 19 contains 2147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101892960.000000 Penalty: 31217.640625
Iteration 25Q: 15 clusters Score -1.01893e+08 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 3412 members 
Mstep: Class 3 contains 56706 members 
Mstep: Class 4 contains 11637 members 
Mstep: Class 6 contains 187251 members 
Mstep: Class 8 contains 15626 members 
Mstep: Class 9 contains 99708 members 
Mstep: Class 10 contains 251705 members 
Mstep: Class 13 contains 75219 members 
Mstep: Class 14 contains 3602 members 
Mstep: Class 15 contains 55409 members 
Mstep: Class 16 contains 26070 members 
Mstep: Class 18 contains 99075 members 
Mstep: Class 19 contains 2148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101897768.000000 Penalty: 31217.640625
Iteration 26Q: 15 clusters Score -1.018978e+08 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 3283 members 
Mstep: Class 3 contains 59029 members 
Mstep: Class 4 contains 12482 members 
Mstep: Class 6 contains 183389 members 
Mstep: Class 8 contains 15784 members 
Mstep: Class 9 contains 102092 members 
Mstep: Class 10 contains 250881 members 
Mstep: Class 13 contains 74971 members 
Mstep: Class 14 contains 3591 members 
Mstep: Class 15 contains 55623 members 
Mstep: Class 16 contains 26532 members 
Mstep: Class 18 contains 98662 members 
Mstep: Class 19 contains 2162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101903336.000000 Penalty: 31217.640625
Iteration 27Q: 15 clusters Score -1.019033e+08 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 61749 members 
Mstep: Class 4 contains 13314 members 
Mstep: Class 6 contains 179587 members 
Mstep: Class 8 contains 15949 members 
Mstep: Class 9 contains 103975 members 
Mstep: Class 10 contains 250275 members 
Mstep: Class 13 contains 74763 members 
Mstep: Class 14 contains 3603 members 
Mstep: Class 15 contains 55817 members 
Mstep: Class 16 contains 26915 members 
Mstep: Class 18 contains 98088 members 
Mstep: Class 19 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101908168.000000 Penalty: 31217.640625
Iteration 28Q: 15 clusters Score -1.019082e+08 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 64825 members 
Mstep: Class 4 contains 14127 members 
Mstep: Class 6 contains 175820 members 
Mstep: Class 8 contains 16112 members 
Mstep: Class 9 contains 105354 members 
Mstep: Class 10 contains 249923 members 
Mstep: Class 13 contains 74568 members 
Mstep: Class 14 contains 3608 members 
Mstep: Class 15 contains 55995 members 
Mstep: Class 16 contains 27270 members 
Mstep: Class 18 contains 97269 members 
Mstep: Class 19 contains 2178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101913600.000000 Penalty: 31217.640625
Iteration 29Q: 15 clusters Score -1.019136e+08 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 2907 members 
Mstep: Class 3 contains 68380 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 6 contains 172068 members 
Mstep: Class 8 contains 16262 members 
Mstep: Class 9 contains 106173 members 
Mstep: Class 10 contains 249901 members 
Mstep: Class 13 contains 74382 members 
Mstep: Class 14 contains 3620 members 
Mstep: Class 15 contains 56206 members 
Mstep: Class 16 contains 27605 members 
Mstep: Class 18 contains 96128 members 
Mstep: Class 19 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101918832.000000 Penalty: 31217.640625
Iteration 30Q: 15 clusters Score -1.019188e+08 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 2780 members 
Mstep: Class 3 contains 72360 members 
Mstep: Class 4 contains 15730 members 
Mstep: Class 6 contains 168373 members 
Mstep: Class 8 contains 16416 members 
Mstep: Class 9 contains 106389 members 
Mstep: Class 10 contains 250153 members 
Mstep: Class 13 contains 74243 members 
Mstep: Class 14 contains 3636 members 
Mstep: Class 15 contains 56462 members 
Mstep: Class 16 contains 27902 members 
Mstep: Class 18 contains 94663 members 
Mstep: Class 19 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101925904.000000 Penalty: 31217.640625
Iteration 31Q: 15 clusters Score -1.019259e+08 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 2659 members 
Mstep: Class 3 contains 76693 members 
Mstep: Class 4 contains 16482 members 
Mstep: Class 6 contains 164867 members 
Mstep: Class 8 contains 16538 members 
Mstep: Class 9 contains 105984 members 
Mstep: Class 10 contains 250436 members 
Mstep: Class 13 contains 74063 members 
Mstep: Class 14 contains 3657 members 
Mstep: Class 15 contains 56781 members 
Mstep: Class 16 contains 28141 members 
Mstep: Class 18 contains 93288 members 
Mstep: Class 19 contains 2114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101931656.000000 Penalty: 31217.640625
Iteration 32Q: 15 clusters Score -1.019317e+08 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 81679 members 
Mstep: Class 4 contains 17169 members 
Mstep: Class 6 contains 161632 members 
Mstep: Class 8 contains 16683 members 
Mstep: Class 9 contains 104677 members 
Mstep: Class 10 contains 250384 members 
Mstep: Class 13 contains 73979 members 
Mstep: Class 14 contains 3674 members 
Mstep: Class 15 contains 57148 members 
Mstep: Class 16 contains 28351 members 
Mstep: Class 18 contains 92123 members 
Mstep: Class 19 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101937416.000000 Penalty: 31217.640625
Iteration 33Q: 15 clusters Score -1.019374e+08 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 2517 members 
Mstep: Class 3 contains 87751 members 
Mstep: Class 4 contains 17821 members 
Mstep: Class 6 contains 158527 members 
Mstep: Class 8 contains 16800 members 
Mstep: Class 9 contains 102208 members 
Mstep: Class 10 contains 250037 members 
Mstep: Class 13 contains 73958 members 
Mstep: Class 14 contains 3676 members 
Mstep: Class 15 contains 57434 members 
Mstep: Class 16 contains 28526 members 
Mstep: Class 18 contains 91237 members 
Mstep: Class 19 contains 2010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101941984.000000 Penalty: 31217.640625
Iteration 34Q: 15 clusters Score -1.01942e+08 nChanged 11975
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 94832 members 
Mstep: Class 4 contains 18380 members 
Mstep: Class 6 contains 155643 members 
Mstep: Class 8 contains 16907 members 
Mstep: Class 9 contains 98557 members 
Mstep: Class 10 contains 249602 members 
Mstep: Class 13 contains 73901 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 57652 members 
Mstep: Class 16 contains 28679 members 
Mstep: Class 18 contains 90517 members 
Mstep: Class 19 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101945776.000000 Penalty: 31217.640625
Iteration 35Q: 15 clusters Score -1.019458e+08 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 102226 members 
Mstep: Class 4 contains 18863 members 
Mstep: Class 6 contains 153071 members 
Mstep: Class 8 contains 16996 members 
Mstep: Class 9 contains 94234 members 
Mstep: Class 10 contains 249139 members 
Mstep: Class 13 contains 73843 members 
Mstep: Class 14 contains 3708 members 
Mstep: Class 15 contains 57811 members 
Mstep: Class 16 contains 28805 members 
Mstep: Class 18 contains 89960 members 
Mstep: Class 19 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101949176.000000 Penalty: 31217.640625
Iteration 36Q: 15 clusters Score -1.019492e+08 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 109783 members 
Mstep: Class 4 contains 19293 members 
Mstep: Class 6 contains 150768 members 
Mstep: Class 8 contains 17078 members 
Mstep: Class 9 contains 89478 members 
Mstep: Class 10 contains 248629 members 
Mstep: Class 13 contains 73804 members 
Mstep: Class 14 contains 3716 members 
Mstep: Class 15 contains 57934 members 
Mstep: Class 16 contains 28930 members 
Mstep: Class 18 contains 89481 members 
Mstep: Class 19 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101952960.000000 Penalty: 31217.640625
Iteration 37Q: 15 clusters Score -1.01953e+08 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 3 contains 117087 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 6 contains 148782 members 
Mstep: Class 8 contains 17121 members 
Mstep: Class 9 contains 84595 members 
Mstep: Class 10 contains 248227 members 
Mstep: Class 13 contains 73786 members 
Mstep: Class 14 contains 3722 members 
Mstep: Class 15 contains 58019 members 
Mstep: Class 16 contains 29017 members 
Mstep: Class 18 contains 89050 members 
Mstep: Class 19 contains 1929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101956424.000000 Penalty: 31217.640625
Iteration 38Q: 15 clusters Score -1.019564e+08 nChanged 10721
Entering ConstructFrom: 
Score: -101956424.000000 Penalty: 31217.640625
Entering ConstructFrom: 
Trying to split cluster 1 (17119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Entering Unmasked Estep 
Score: -1897757.500000 Penalty: 1584.040894
	Iteration 0F: 2 clusters Score -1897758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1885969.625000 Penalty: 3168.081787
	Iteration 0F: 3 clusters Score -1885970 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1890234.500000 Penalty: 3168.081787
	Iteration 1F: 3 clusters Score -1890234 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1890581.000000 Penalty: 3168.081787
	Iteration 2F: 3 clusters Score -1890581 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1890937.000000 Penalty: 3168.081787
	Iteration 3Q: 3 clusters Score -1890937 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1891280.000000 Penalty: 3168.081787
	Iteration 4Q: 3 clusters Score -1891280 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1891686.750000 Penalty: 3168.081787
	Iteration 5Q: 3 clusters Score -1891687 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1892292.375000 Penalty: 3168.081787
	Iteration 6F: 3 clusters Score -1892292 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1893135.125000 Penalty: 3168.081787
	Iteration 7F: 3 clusters Score -1893135 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1894162.000000 Penalty: 3168.081787
	Iteration 8F: 3 clusters Score -1894162 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1895110.375000 Penalty: 3168.081787
	Iteration 9F: 3 clusters Score -1895110 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1895891.625000 Penalty: 3168.081787
	Iteration 10Q: 3 clusters Score -1895892 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -1896486.250000 Penalty: 3168.081787
	Iteration 11Q: 3 clusters Score -1896486 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1896848.250000 Penalty: 3168.081787
	Iteration 12Q: 3 clusters Score -1896848 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1897000.125000 Penalty: 3168.081787
	Iteration 13Q: 3 clusters Score -1897000 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1897067.000000 Penalty: 3168.081787
	Iteration 14Q: 3 clusters Score -1897067 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1897109.500000 Penalty: 3168.081787
	Iteration 15Q: 3 clusters Score -1897110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1897128.125000 Penalty: 3168.081787
	Iteration 16Q: 3 clusters Score -1897128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1897145.250000 Penalty: 3168.081787
	Iteration 17Q: 3 clusters Score -1897145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1897151.500000 Penalty: 3168.081787
	Iteration 18Q: 3 clusters Score -1897152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1897150.625000 Penalty: 3168.081787
	Iteration 19Q: 3 clusters Score -1897151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1897160.000000 Penalty: 3168.081787
	Iteration 20F: 3 clusters Score -1897160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1897166.500000 Penalty: 3168.081787
	Iteration 21Q: 3 clusters Score -1897166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1897164.875000 Penalty: 3168.081787
	Iteration 22Q: 3 clusters Score -1897165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1897164.750000 Penalty: 3168.081787
	Iteration 23Q: 3 clusters Score -1897165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1897165.250000 Penalty: 3168.081787
	Iteration 24Q: 3 clusters Score -1897165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1897165.250000 Penalty: 3168.081787
	Iteration 25F: 3 clusters Score -1897165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -268346.593750 Penalty: 1267.925415
	Iteration 0F: 2 clusters Score -268346.6 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 1224 members 
Entering Unmasked Estep 
Score: -265952.593750 Penalty: 2535.850830
	Iteration 0F: 3 clusters Score -265952.6 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -266755.906250 Penalty: 2535.850830
	Iteration 1F: 3 clusters Score -266755.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -267295.687500 Penalty: 2535.850830
	Iteration 2F: 3 clusters Score -267295.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -267912.812500 Penalty: 2535.850830
	Iteration 3F: 3 clusters Score -267912.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -268421.468750 Penalty: 2535.850830
	Iteration 4F: 3 clusters Score -268421.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -268768.843750 Penalty: 2535.850830
	Iteration 5F: 3 clusters Score -268768.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -268901.781250 Penalty: 2535.850830
	Iteration 6Q: 3 clusters Score -268901.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -268936.031250 Penalty: 2535.850830
	Iteration 7Q: 3 clusters Score -268936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -268945.125000 Penalty: 2535.850830
	Iteration 8Q: 3 clusters Score -268945.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -268949.156250 Penalty: 2535.850830
	Iteration 9Q: 3 clusters Score -268949.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -268950.468750 Penalty: 2535.850830
	Iteration 10Q: 3 clusters Score -268950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -268950.843750 Penalty: 2535.850830
	Iteration 11Q: 3 clusters Score -268950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -268951.656250 Penalty: 2535.850830
	Iteration 12Q: 3 clusters Score -268951.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -268951.656250 Penalty: 2535.850830
	Iteration 13F: 3 clusters Score -268951.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1684 members 
Mstep: Class 3 contains 123732 members 
Mstep: Class 4 contains 20060 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 146773 members 
Mstep: Class 8 contains 17166 members 
Mstep: Class 9 contains 80325 members 
Mstep: Class 10 contains 247793 members 
Mstep: Class 13 contains 73757 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 58089 members 
Mstep: Class 16 contains 29117 members 
Mstep: Class 18 contains 88690 members 
Mstep: Class 19 contains 1933 members 
Entering Unmasked Estep 
Score: -101957264.000000 Penalty: 33447.472656
Splitting cluster 2 changes total score from -101956424.000000 to -101957264.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (123732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123732 members 
Entering Unmasked Estep 
Score: -14286449.000000 Penalty: 1905.454346
	Iteration 0F: 2 clusters Score -1.428645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 62024 members 
Entering Unmasked Estep 
Score: -14209447.000000 Penalty: 3810.908691
	Iteration 0F: 3 clusters Score -1.420945e+07 nChanged 59304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -14244534.000000 Penalty: 3810.908691
	Iteration 1F: 3 clusters Score -1.424453e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -14246449.000000 Penalty: 3810.908691
	Iteration 2Q: 3 clusters Score -1.424645e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -14250028.000000 Penalty: 3810.908691
	Iteration 3Q: 3 clusters Score -1.425003e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -14255220.000000 Penalty: 3810.908691
	Iteration 4F: 3 clusters Score -1.425522e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -14261467.000000 Penalty: 3810.908691
	Iteration 5F: 3 clusters Score -1.426147e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -14267897.000000 Penalty: 3810.908691
	Iteration 6F: 3 clusters Score -1.42679e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -14274263.000000 Penalty: 3810.908691
	Iteration 7F: 3 clusters Score -1.427426e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75246 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -14279401.000000 Penalty: 3810.908691
	Iteration 8F: 3 clusters Score -1.42794e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -14282572.000000 Penalty: 3810.908691
	Iteration 9Q: 3 clusters Score -1.428257e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81308 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -14284122.000000 Penalty: 3810.908691
	Iteration 10Q: 3 clusters Score -1.428412e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -14285275.000000 Penalty: 3810.908691
	Iteration 11Q: 3 clusters Score -1.428528e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -14286090.000000 Penalty: 3810.908691
	Iteration 12Q: 3 clusters Score -1.428609e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86961 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -14286651.000000 Penalty: 3810.908691
	Iteration 13Q: 3 clusters Score -1.428665e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88095 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -14287002.000000 Penalty: 3810.908691
	Iteration 14Q: 3 clusters Score -1.4287e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88987 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -14287267.000000 Penalty: 3810.908691
	Iteration 15Q: 3 clusters Score -1.428727e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -14287389.000000 Penalty: 3810.908691
	Iteration 16Q: 3 clusters Score -1.428739e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -14287451.000000 Penalty: 3810.908691
	Iteration 17Q: 3 clusters Score -1.428745e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -14287476.000000 Penalty: 3810.908691
	Iteration 18Q: 3 clusters Score -1.428748e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -14287555.000000 Penalty: 3810.908691
	Iteration 19Q: 3 clusters Score -1.428756e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -14287630.000000 Penalty: 3810.908691
	Iteration 20F: 3 clusters Score -1.428763e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91761 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -14287642.000000 Penalty: 3810.908691
	Iteration 21Q: 3 clusters Score -1.428764e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -14287678.000000 Penalty: 3810.908691
	Iteration 22Q: 3 clusters Score -1.428768e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92492 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -14287718.000000 Penalty: 3810.908691
	Iteration 23Q: 3 clusters Score -1.428772e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -14287757.000000 Penalty: 3810.908691
	Iteration 24Q: 3 clusters Score -1.428776e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -14287792.000000 Penalty: 3810.908691
	Iteration 25Q: 3 clusters Score -1.428779e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -14287806.000000 Penalty: 3810.908691
	Iteration 26Q: 3 clusters Score -1.428781e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -14287774.000000 Penalty: 3810.908691
	Iteration 27Q: 3 clusters Score -1.428777e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -14287847.000000 Penalty: 3810.908691
	Iteration 28Q: 3 clusters Score -1.428785e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93979 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -14287846.000000 Penalty: 3810.908691
	Iteration 29Q: 3 clusters Score -1.428785e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -14287873.000000 Penalty: 3810.908691
	Iteration 30Q: 3 clusters Score -1.428787e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94437 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -14287874.000000 Penalty: 3810.908691
	Iteration 31Q: 3 clusters Score -1.428787e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94648 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -14287880.000000 Penalty: 3810.908691
	Iteration 32Q: 3 clusters Score -1.428788e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94843 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -14287940.000000 Penalty: 3810.908691
	Iteration 33Q: 3 clusters Score -1.428794e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95059 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -14287932.000000 Penalty: 3810.908691
	Iteration 34Q: 3 clusters Score -1.428793e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95296 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -14287993.000000 Penalty: 3810.908691
	Iteration 35Q: 3 clusters Score -1.428799e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -14287993.000000 Penalty: 3810.908691
	Iteration 36Q: 3 clusters Score -1.428799e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -14287999.000000 Penalty: 3810.908691
	Iteration 37Q: 3 clusters Score -1.4288e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95980 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -14287996.000000 Penalty: 3810.908691
	Iteration 38Q: 3 clusters Score -1.4288e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96166 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -14288037.000000 Penalty: 3810.908691
	Iteration 39Q: 3 clusters Score -1.428804e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -14288075.000000 Penalty: 3810.908691
	Iteration 40F: 3 clusters Score -1.428808e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96515 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -14288137.000000 Penalty: 3810.908691
	Iteration 41Q: 3 clusters Score -1.428814e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -14288159.000000 Penalty: 3810.908691
	Iteration 42Q: 3 clusters Score -1.428816e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96871 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -14288147.000000 Penalty: 3810.908691
	Iteration 43Q: 3 clusters Score -1.428815e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97058 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -14288212.000000 Penalty: 3810.908691
	Iteration 44Q: 3 clusters Score -1.428821e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97243 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -14288259.000000 Penalty: 3810.908691
	Iteration 45Q: 3 clusters Score -1.428826e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97422 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -14288268.000000 Penalty: 3810.908691
	Iteration 46Q: 3 clusters Score -1.428827e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97596 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -14288310.000000 Penalty: 3810.908691
	Iteration 47Q: 3 clusters Score -1.428831e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97753 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -14288310.000000 Penalty: 3810.908691
	Iteration 48Q: 3 clusters Score -1.428831e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97937 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -14288313.000000 Penalty: 3810.908691
	Iteration 49Q: 3 clusters Score -1.428831e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98119 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -14288341.000000 Penalty: 3810.908691
	Iteration 50Q: 3 clusters Score -1.428834e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98272 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -14288338.000000 Penalty: 3810.908691
	Iteration 51Q: 3 clusters Score -1.428834e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98426 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -14288357.000000 Penalty: 3810.908691
	Iteration 52Q: 3 clusters Score -1.428836e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -14288317.000000 Penalty: 3810.908691
	Iteration 53Q: 3 clusters Score -1.428832e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98686 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -14288309.000000 Penalty: 3810.908691
	Iteration 54Q: 3 clusters Score -1.428831e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -14288318.000000 Penalty: 3810.908691
	Iteration 55Q: 3 clusters Score -1.428832e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98919 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -14288329.000000 Penalty: 3810.908691
	Iteration 56Q: 3 clusters Score -1.428833e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99009 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -14288340.000000 Penalty: 3810.908691
	Iteration 57Q: 3 clusters Score -1.428834e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99078 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -14288343.000000 Penalty: 3810.908691
	Iteration 58Q: 3 clusters Score -1.428834e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99148 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -14288351.000000 Penalty: 3810.908691
	Iteration 59Q: 3 clusters Score -1.428835e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99219 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -14288340.000000 Penalty: 3810.908691
	Iteration 60F: 3 clusters Score -1.428834e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99293 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -14288343.000000 Penalty: 3810.908691
	Iteration 61Q: 3 clusters Score -1.428834e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99354 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -14288335.000000 Penalty: 3810.908691
	Iteration 62Q: 3 clusters Score -1.428834e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99424 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -14288334.000000 Penalty: 3810.908691
	Iteration 63Q: 3 clusters Score -1.428833e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99485 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -14288344.000000 Penalty: 3810.908691
	Iteration 64Q: 3 clusters Score -1.428834e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -14288349.000000 Penalty: 3810.908691
	Iteration 65Q: 3 clusters Score -1.428835e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -14288360.000000 Penalty: 3810.908691
	Iteration 66Q: 3 clusters Score -1.428836e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -14288362.000000 Penalty: 3810.908691
	Iteration 67Q: 3 clusters Score -1.428836e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -14288367.000000 Penalty: 3810.908691
	Iteration 68Q: 3 clusters Score -1.428837e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99729 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -14288385.000000 Penalty: 3810.908691
	Iteration 69Q: 3 clusters Score -1.428838e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99778 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -14288377.000000 Penalty: 3810.908691
	Iteration 70Q: 3 clusters Score -1.428838e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99816 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -14288386.000000 Penalty: 3810.908691
	Iteration 71Q: 3 clusters Score -1.428839e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -14288392.000000 Penalty: 3810.908691
	Iteration 72Q: 3 clusters Score -1.428839e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99873 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -14288400.000000 Penalty: 3810.908691
	Iteration 73Q: 3 clusters Score -1.42884e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99901 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -14288396.000000 Penalty: 3810.908691
	Iteration 74Q: 3 clusters Score -1.42884e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99931 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -14288418.000000 Penalty: 3810.908691
	Iteration 75Q: 3 clusters Score -1.428842e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99957 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -14288408.000000 Penalty: 3810.908691
	Iteration 76Q: 3 clusters Score -1.428841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -14288405.000000 Penalty: 3810.908691
	Iteration 77Q: 3 clusters Score -1.42884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99978 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -14288408.000000 Penalty: 3810.908691
	Iteration 78Q: 3 clusters Score -1.428841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99988 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -14288400.000000 Penalty: 3810.908691
	Iteration 79Q: 3 clusters Score -1.42884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -14288404.000000 Penalty: 3810.908691
	Iteration 80F: 3 clusters Score -1.42884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100017 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -14288412.000000 Penalty: 3810.908691
	Iteration 81Q: 3 clusters Score -1.428841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100041 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -14288399.000000 Penalty: 3810.908691
	Iteration 82Q: 3 clusters Score -1.42884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100061 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -14288387.000000 Penalty: 3810.908691
	Iteration 83Q: 3 clusters Score -1.428839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100084 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -14288395.000000 Penalty: 3810.908691
	Iteration 84Q: 3 clusters Score -1.42884e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100109 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -14288395.000000 Penalty: 3810.908691
	Iteration 85Q: 3 clusters Score -1.42884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100131 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -14288395.000000 Penalty: 3810.908691
	Iteration 86Q: 3 clusters Score -1.42884e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100146 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -14288384.000000 Penalty: 3810.908691
	Iteration 87Q: 3 clusters Score -1.428838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -14288381.000000 Penalty: 3810.908691
	Iteration 88Q: 3 clusters Score -1.428838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -14288372.000000 Penalty: 3810.908691
	Iteration 89Q: 3 clusters Score -1.428837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100186 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -14288388.000000 Penalty: 3810.908691
	Iteration 90Q: 3 clusters Score -1.428839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -14288401.000000 Penalty: 3810.908691
	Iteration 91Q: 3 clusters Score -1.42884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100218 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -14288408.000000 Penalty: 3810.908691
	Iteration 92Q: 3 clusters Score -1.428841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100236 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -14288400.000000 Penalty: 3810.908691
	Iteration 93Q: 3 clusters Score -1.42884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100252 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -14288406.000000 Penalty: 3810.908691
	Iteration 94Q: 3 clusters Score -1.428841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -14288403.000000 Penalty: 3810.908691
	Iteration 95Q: 3 clusters Score -1.42884e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100279 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -14288416.000000 Penalty: 3810.908691
	Iteration 96Q: 3 clusters Score -1.428842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100287 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -14288424.000000 Penalty: 3810.908691
	Iteration 97Q: 3 clusters Score -1.428842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100293 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -14288413.000000 Penalty: 3810.908691
	Iteration 98Q: 3 clusters Score -1.428841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100301 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -14288425.000000 Penalty: 3810.908691
	Iteration 99Q: 3 clusters Score -1.428842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100315 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -14288422.000000 Penalty: 3810.908691
	Iteration 100F: 3 clusters Score -1.428842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100331 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -14288417.000000 Penalty: 3810.908691
	Iteration 101Q: 3 clusters Score -1.428842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100350 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -14288429.000000 Penalty: 3810.908691
	Iteration 102Q: 3 clusters Score -1.428843e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100367 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -14288440.000000 Penalty: 3810.908691
	Iteration 103Q: 3 clusters Score -1.428844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100383 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -14288447.000000 Penalty: 3810.908691
	Iteration 104Q: 3 clusters Score -1.428845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100400 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -14288452.000000 Penalty: 3810.908691
	Iteration 105Q: 3 clusters Score -1.428845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100421 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -14288454.000000 Penalty: 3810.908691
	Iteration 106Q: 3 clusters Score -1.428845e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -14288449.000000 Penalty: 3810.908691
	Iteration 107Q: 3 clusters Score -1.428845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100452 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -14288444.000000 Penalty: 3810.908691
	Iteration 108Q: 3 clusters Score -1.428844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100461 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -14288446.000000 Penalty: 3810.908691
	Iteration 109Q: 3 clusters Score -1.428845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100476 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -14288452.000000 Penalty: 3810.908691
	Iteration 110Q: 3 clusters Score -1.428845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -14288456.000000 Penalty: 3810.908691
	Iteration 111Q: 3 clusters Score -1.428846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100498 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -14288451.000000 Penalty: 3810.908691
	Iteration 112Q: 3 clusters Score -1.428845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100498 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -14288440.000000 Penalty: 3810.908691
	Iteration 113Q: 3 clusters Score -1.428844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100500 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -14288440.000000 Penalty: 3810.908691
	Iteration 114Q: 3 clusters Score -1.428844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100502 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -14288438.000000 Penalty: 3810.908691
	Iteration 115Q: 3 clusters Score -1.428844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100505 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -14288439.000000 Penalty: 3810.908691
	Iteration 116Q: 3 clusters Score -1.428844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100506 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -14288440.000000 Penalty: 3810.908691
	Iteration 117Q: 3 clusters Score -1.428844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100507 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -14288438.000000 Penalty: 3810.908691
	Iteration 118Q: 3 clusters Score -1.428844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100508 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -14288442.000000 Penalty: 3810.908691
	Iteration 119Q: 3 clusters Score -1.428844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100509 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -14288436.000000 Penalty: 3810.908691
	Iteration 120F: 3 clusters Score -1.428844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100511 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -14288435.000000 Penalty: 3810.908691
	Iteration 121Q: 3 clusters Score -1.428844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100511 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -14288435.000000 Penalty: 3810.908691
	Iteration 122F: 3 clusters Score -1.428844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1684 members 
Mstep: Class 3 contains 100511 members 
Mstep: Class 4 contains 20060 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 146773 members 
Mstep: Class 7 contains 23221 members 
Mstep: Class 8 contains 17166 members 
Mstep: Class 9 contains 80325 members 
Mstep: Class 10 contains 247793 members 
Mstep: Class 13 contains 73757 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 58089 members 
Mstep: Class 16 contains 29117 members 
Mstep: Class 18 contains 88690 members 
Mstep: Class 19 contains 1933 members 
Entering Unmasked Estep 
Score: -101958720.000000 Penalty: 35677.304688
Splitting cluster 3 changes total score from -101956424.000000 to -101958720.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 4 (20060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Entering Unmasked Estep 
Score: -2299045.000000 Penalty: 1609.803467
	Iteration 0F: 2 clusters Score -2299045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2285293.750000 Penalty: 3219.606934
	Iteration 0F: 3 clusters Score -2285294 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2290371.750000 Penalty: 3219.606934
	Iteration 1F: 3 clusters Score -2290372 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2290736.750000 Penalty: 3219.606934
	Iteration 2Q: 3 clusters Score -2290737 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2291165.750000 Penalty: 3219.606934
	Iteration 3Q: 3 clusters Score -2291166 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2291717.750000 Penalty: 3219.606934
	Iteration 4F: 3 clusters Score -2291718 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2292432.250000 Penalty: 3219.606934
	Iteration 5F: 3 clusters Score -2292432 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2293314.500000 Penalty: 3219.606934
	Iteration 6F: 3 clusters Score -2293314 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2294209.750000 Penalty: 3219.606934
	Iteration 7F: 3 clusters Score -2294210 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2295044.000000 Penalty: 3219.606934
	Iteration 8F: 3 clusters Score -2295044 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2295717.500000 Penalty: 3219.606934
	Iteration 9F: 3 clusters Score -2295718 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2296206.250000 Penalty: 3219.606934
	Iteration 10Q: 3 clusters Score -2296206 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2296505.000000 Penalty: 3219.606934
	Iteration 11Q: 3 clusters Score -2296505 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2296743.500000 Penalty: 3219.606934
	Iteration 12Q: 3 clusters Score -2296744 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2296955.750000 Penalty: 3219.606934
	Iteration 13Q: 3 clusters Score -2296956 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2297154.750000 Penalty: 3219.606934
	Iteration 14Q: 3 clusters Score -2297155 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2297415.750000 Penalty: 3219.606934
	Iteration 15Q: 3 clusters Score -2297416 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2297709.000000 Penalty: 3219.606934
	Iteration 16Q: 3 clusters Score -2297709 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2298008.250000 Penalty: 3219.606934
	Iteration 17Q: 3 clusters Score -2298008 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2298266.500000 Penalty: 3219.606934
	Iteration 18Q: 3 clusters Score -2298266 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2298488.750000 Penalty: 3219.606934
	Iteration 19Q: 3 clusters Score -2298489 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2298667.750000 Penalty: 3219.606934
	Iteration 20F: 3 clusters Score -2298668 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2298757.500000 Penalty: 3219.606934
	Iteration 21Q: 3 clusters Score -2298758 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2298808.750000 Penalty: 3219.606934
	Iteration 22Q: 3 clusters Score -2298809 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2298856.000000 Penalty: 3219.606934
	Iteration 23Q: 3 clusters Score -2298856 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2298897.750000 Penalty: 3219.606934
	Iteration 24Q: 3 clusters Score -2298898 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2298918.000000 Penalty: 3219.606934
	Iteration 25Q: 3 clusters Score -2298918 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2298939.750000 Penalty: 3219.606934
	Iteration 26Q: 3 clusters Score -2298940 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2298947.750000 Penalty: 3219.606934
	Iteration 27Q: 3 clusters Score -2298948 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2298962.250000 Penalty: 3219.606934
	Iteration 28Q: 3 clusters Score -2298962 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2298976.500000 Penalty: 3219.606934
	Iteration 29Q: 3 clusters Score -2298976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2298978.500000 Penalty: 3219.606934
	Iteration 30Q: 3 clusters Score -2298978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2298988.000000 Penalty: 3219.606934
	Iteration 31Q: 3 clusters Score -2298988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2298991.000000 Penalty: 3219.606934
	Iteration 32Q: 3 clusters Score -2298991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2298991.250000 Penalty: 3219.606934
	Iteration 33Q: 3 clusters Score -2298991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2299002.000000 Penalty: 3219.606934
	Iteration 34Q: 3 clusters Score -2299002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2298999.000000 Penalty: 3219.606934
	Iteration 35Q: 3 clusters Score -2298999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2298997.750000 Penalty: 3219.606934
	Iteration 36Q: 3 clusters Score -2298998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2299004.750000 Penalty: 3219.606934
	Iteration 37Q: 3 clusters Score -2299005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2299005.750000 Penalty: 3219.606934
	Iteration 38Q: 3 clusters Score -2299006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2299006.000000 Penalty: 3219.606934
	Iteration 39Q: 3 clusters Score -2299006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2299009.000000 Penalty: 3219.606934
	Iteration 40F: 3 clusters Score -2299009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2299004.500000 Penalty: 3219.606934
	Iteration 41Q: 3 clusters Score -2299004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2299004.500000 Penalty: 3219.606934
	Iteration 42Q: 3 clusters Score -2299004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2299006.250000 Penalty: 3219.606934
	Iteration 43Q: 3 clusters Score -2299006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2299009.750000 Penalty: 3219.606934
	Iteration 44Q: 3 clusters Score -2299010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2299008.750000 Penalty: 3219.606934
	Iteration 45Q: 3 clusters Score -2299009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2299007.500000 Penalty: 3219.606934
	Iteration 46Q: 3 clusters Score -2299008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2299012.500000 Penalty: 3219.606934
	Iteration 47Q: 3 clusters Score -2299012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2299011.250000 Penalty: 3219.606934
	Iteration 48Q: 3 clusters Score -2299011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2299007.000000 Penalty: 3219.606934
	Iteration 49Q: 3 clusters Score -2299007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2299005.500000 Penalty: 3219.606934
	Iteration 50Q: 3 clusters Score -2299006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2299006.250000 Penalty: 3219.606934
	Iteration 51Q: 3 clusters Score -2299006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2299004.750000 Penalty: 3219.606934
	Iteration 52Q: 3 clusters Score -2299005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2299006.250000 Penalty: 3219.606934
	Iteration 53Q: 3 clusters Score -2299006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2299006.250000 Penalty: 3219.606934
	Iteration 54F: 3 clusters Score -2299006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (146773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146773 members 
Entering Unmasked Estep 
Score: -16967042.000000 Penalty: 1933.204468
	Iteration 0F: 2 clusters Score -1.696704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 73482 members 
Entering Unmasked Estep 
Score: -16883028.000000 Penalty: 3866.408936
	Iteration 0F: 3 clusters Score -1.688303e+07 nChanged 70599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -16924802.000000 Penalty: 3866.408936
	Iteration 1F: 3 clusters Score -1.69248e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71275 members 
Mstep: Class 2 contains 75498 members 
Entering Unmasked Estep 
Score: -16926644.000000 Penalty: 3866.408936
	Iteration 2Q: 3 clusters Score -1.692664e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -16929598.000000 Penalty: 3866.408936
	Iteration 3Q: 3 clusters Score -1.69296e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 75681 members 
Entering Unmasked Estep 
Score: -16934176.000000 Penalty: 3866.408936
	Iteration 4F: 3 clusters Score -1.693418e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 74354 members 
Entering Unmasked Estep 
Score: -16940732.000000 Penalty: 3866.408936
	Iteration 5F: 3 clusters Score -1.694073e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -16948580.000000 Penalty: 3866.408936
	Iteration 6F: 3 clusters Score -1.694858e+07 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 68160 members 
Entering Unmasked Estep 
Score: -16957572.000000 Penalty: 3866.408936
	Iteration 7F: 3 clusters Score -1.695757e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81714 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -16964868.000000 Penalty: 3866.408936
	Iteration 8F: 3 clusters Score -1.696487e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84035 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -16968494.000000 Penalty: 3866.408936
	Iteration 9Q: 3 clusters Score -1.696849e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -16969968.000000 Penalty: 3866.408936
	Iteration 10Q: 3 clusters Score -1.696997e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -16970808.000000 Penalty: 3866.408936
	Iteration 11Q: 3 clusters Score -1.697081e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -16971212.000000 Penalty: 3866.408936
	Iteration 12Q: 3 clusters Score -1.697121e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -16971548.000000 Penalty: 3866.408936
	Iteration 13Q: 3 clusters Score -1.697155e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88474 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -16971716.000000 Penalty: 3866.408936
	Iteration 14Q: 3 clusters Score -1.697172e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88740 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -16971790.000000 Penalty: 3866.408936
	Iteration 15Q: 3 clusters Score -1.697179e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -16971822.000000 Penalty: 3866.408936
	Iteration 16Q: 3 clusters Score -1.697182e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -16971862.000000 Penalty: 3866.408936
	Iteration 17Q: 3 clusters Score -1.697186e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88902 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -16971844.000000 Penalty: 3866.408936
	Iteration 18Q: 3 clusters Score -1.697184e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -16971838.000000 Penalty: 3866.408936
	Iteration 19Q: 3 clusters Score -1.697184e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88694 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -16971880.000000 Penalty: 3866.408936
	Iteration 20F: 3 clusters Score -1.697188e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
Score: -16971870.000000 Penalty: 3866.408936
	Iteration 21Q: 3 clusters Score -1.697187e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88510 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -16971872.000000 Penalty: 3866.408936
	Iteration 22Q: 3 clusters Score -1.697187e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -16971890.000000 Penalty: 3866.408936
	Iteration 23Q: 3 clusters Score -1.697189e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88365 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -16971886.000000 Penalty: 3866.408936
	Iteration 24Q: 3 clusters Score -1.697189e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -16971870.000000 Penalty: 3866.408936
	Iteration 25Q: 3 clusters Score -1.697187e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -16971874.000000 Penalty: 3866.408936
	Iteration 26Q: 3 clusters Score -1.697187e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88227 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -16971850.000000 Penalty: 3866.408936
	Iteration 27Q: 3 clusters Score -1.697185e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88200 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -16971850.000000 Penalty: 3866.408936
	Iteration 28Q: 3 clusters Score -1.697185e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -16971844.000000 Penalty: 3866.408936
	Iteration 29Q: 3 clusters Score -1.697184e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -16971856.000000 Penalty: 3866.408936
	Iteration 30Q: 3 clusters Score -1.697186e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88138 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -16971864.000000 Penalty: 3866.408936
	Iteration 31Q: 3 clusters Score -1.697186e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88116 members 
Mstep: Class 2 contains 58657 members 
Entering Unmasked Estep 
Score: -16971866.000000 Penalty: 3866.408936
	Iteration 32Q: 3 clusters Score -1.697187e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88095 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -16971864.000000 Penalty: 3866.408936
	Iteration 33Q: 3 clusters Score -1.697186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -16971858.000000 Penalty: 3866.408936
	Iteration 34Q: 3 clusters Score -1.697186e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -16971868.000000 Penalty: 3866.408936
	Iteration 35Q: 3 clusters Score -1.697187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -16971864.000000 Penalty: 3866.408936
	Iteration 36Q: 3 clusters Score -1.697186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88067 members 
Mstep: Class 2 contains 58706 members 
Entering Unmasked Estep 
Score: -16971854.000000 Penalty: 3866.408936
	Iteration 37Q: 3 clusters Score -1.697185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88060 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -16971850.000000 Penalty: 3866.408936
	Iteration 38Q: 3 clusters Score -1.697185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88058 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
Score: -16971852.000000 Penalty: 3866.408936
	Iteration 39Q: 3 clusters Score -1.697185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88052 members 
Mstep: Class 2 contains 58721 members 
Entering Unmasked Estep 
Score: -16971842.000000 Penalty: 3866.408936
	Iteration 40F: 3 clusters Score -1.697184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -16971830.000000 Penalty: 3866.408936
	Iteration 41Q: 3 clusters Score -1.697183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88032 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -16971848.000000 Penalty: 3866.408936
	Iteration 42Q: 3 clusters Score -1.697185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88023 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -16971850.000000 Penalty: 3866.408936
	Iteration 43Q: 3 clusters Score -1.697185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88016 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -16971856.000000 Penalty: 3866.408936
	Iteration 44Q: 3 clusters Score -1.697186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -16971864.000000 Penalty: 3866.408936
	Iteration 45Q: 3 clusters Score -1.697186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -16971870.000000 Penalty: 3866.408936
	Iteration 46Q: 3 clusters Score -1.697187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -16971868.000000 Penalty: 3866.408936
	Iteration 47Q: 3 clusters Score -1.697187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -16971870.000000 Penalty: 3866.408936
	Iteration 48Q: 3 clusters Score -1.697187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87992 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -16971862.000000 Penalty: 3866.408936
	Iteration 49Q: 3 clusters Score -1.697186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87990 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -16971862.000000 Penalty: 3866.408936
	Iteration 50Q: 3 clusters Score -1.697186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -16971874.000000 Penalty: 3866.408936
	Iteration 51Q: 3 clusters Score -1.697187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -16971872.000000 Penalty: 3866.408936
	Iteration 52Q: 3 clusters Score -1.697187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -16971866.000000 Penalty: 3866.408936
	Iteration 53Q: 3 clusters Score -1.697187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -16971866.000000 Penalty: 3866.408936
	Iteration 54F: 3 clusters Score -1.697187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1684 members 
Mstep: Class 3 contains 100511 members 
Mstep: Class 4 contains 20060 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 87988 members 
Mstep: Class 7 contains 23221 members 
Mstep: Class 8 contains 17166 members 
Mstep: Class 9 contains 80325 members 
Mstep: Class 10 contains 247793 members 
Mstep: Class 11 contains 58785 members 
Mstep: Class 13 contains 73757 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 58089 members 
Mstep: Class 16 contains 29117 members 
Mstep: Class 18 contains 88690 members 
Mstep: Class 19 contains 1933 members 
Entering Unmasked Estep 
Score: -101964344.000000 Penalty: 37907.136719
Splitting cluster 6 changes total score from -101956424.000000 to -101964344.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 8 (17166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Entering Unmasked Estep 
Score: -1966312.750000 Penalty: 1584.486450
	Iteration 0F: 2 clusters Score -1966313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1954497.500000 Penalty: 3168.972900
	Iteration 0F: 3 clusters Score -1954498 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1958608.250000 Penalty: 3168.972900
	Iteration 1F: 3 clusters Score -1958608 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1958909.250000 Penalty: 3168.972900
	Iteration 2Q: 3 clusters Score -1958909 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1959191.875000 Penalty: 3168.972900
	Iteration 3Q: 3 clusters Score -1959192 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1959423.625000 Penalty: 3168.972900
	Iteration 4Q: 3 clusters Score -1959424 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1959669.000000 Penalty: 3168.972900
	Iteration 5Q: 3 clusters Score -1959669 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1959979.625000 Penalty: 3168.972900
	Iteration 6Q: 3 clusters Score -1959980 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1960354.375000 Penalty: 3168.972900
	Iteration 7Q: 3 clusters Score -1960354 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1960809.375000 Penalty: 3168.972900
	Iteration 8Q: 3 clusters Score -1960809 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1961389.000000 Penalty: 3168.972900
	Iteration 9F: 3 clusters Score -1961389 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1962050.375000 Penalty: 3168.972900
	Iteration 10F: 3 clusters Score -1962050 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1962782.125000 Penalty: 3168.972900
	Iteration 11F: 3 clusters Score -1962782 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1963407.250000 Penalty: 3168.972900
	Iteration 12Q: 3 clusters Score -1963407 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1963888.625000 Penalty: 3168.972900
	Iteration 13Q: 3 clusters Score -1963889 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1964270.000000 Penalty: 3168.972900
	Iteration 14Q: 3 clusters Score -1964270 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1964568.875000 Penalty: 3168.972900
	Iteration 15Q: 3 clusters Score -1964569 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1964773.625000 Penalty: 3168.972900
	Iteration 16Q: 3 clusters Score -1964774 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1964883.000000 Penalty: 3168.972900
	Iteration 17Q: 3 clusters Score -1964883 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1964967.000000 Penalty: 3168.972900
	Iteration 18Q: 3 clusters Score -1964967 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1965027.375000 Penalty: 3168.972900
	Iteration 19Q: 3 clusters Score -1965027 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1965071.750000 Penalty: 3168.972900
	Iteration 20F: 3 clusters Score -1965072 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1965099.125000 Penalty: 3168.972900
	Iteration 21Q: 3 clusters Score -1965099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1965117.625000 Penalty: 3168.972900
	Iteration 22Q: 3 clusters Score -1965118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1965130.625000 Penalty: 3168.972900
	Iteration 23Q: 3 clusters Score -1965131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1965146.750000 Penalty: 3168.972900
	Iteration 24Q: 3 clusters Score -1965147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1965160.000000 Penalty: 3168.972900
	Iteration 25Q: 3 clusters Score -1965160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1965165.875000 Penalty: 3168.972900
	Iteration 26Q: 3 clusters Score -1965166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1965170.500000 Penalty: 3168.972900
	Iteration 27Q: 3 clusters Score -1965170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1965171.125000 Penalty: 3168.972900
	Iteration 28Q: 3 clusters Score -1965171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1965169.625000 Penalty: 3168.972900
	Iteration 29Q: 3 clusters Score -1965170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1965169.500000 Penalty: 3168.972900
	Iteration 30Q: 3 clusters Score -1965170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1965171.250000 Penalty: 3168.972900
	Iteration 31Q: 3 clusters Score -1965171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1965173.250000 Penalty: 3168.972900
	Iteration 32Q: 3 clusters Score -1965173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1965174.000000 Penalty: 3168.972900
	Iteration 33Q: 3 clusters Score -1965174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1965174.125000 Penalty: 3168.972900
	Iteration 34Q: 3 clusters Score -1965174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1965174.125000 Penalty: 3168.972900
	Iteration 35Q: 3 clusters Score -1965174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1965174.125000 Penalty: 3168.972900
	Iteration 36F: 3 clusters Score -1965174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80325 members 
Entering Unmasked Estep 
Score: -9357224.000000 Penalty: 1835.248413
	Iteration 0F: 2 clusters Score -9357224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -9304301.000000 Penalty: 3670.496826
	Iteration 0F: 3 clusters Score -9304301 nChanged 38229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -9325878.000000 Penalty: 3670.496826
	Iteration 1F: 3 clusters Score -9325878 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -9326548.000000 Penalty: 3670.496826
	Iteration 2Q: 3 clusters Score -9326548 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -9327589.000000 Penalty: 3670.496826
	Iteration 3Q: 3 clusters Score -9327589 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -9329058.000000 Penalty: 3670.496826
	Iteration 4Q: 3 clusters Score -9329058 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -9331387.000000 Penalty: 3670.496826
	Iteration 5Q: 3 clusters Score -9331387 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -9334565.000000 Penalty: 3670.496826
	Iteration 6F: 3 clusters Score -9334565 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -9338695.000000 Penalty: 3670.496826
	Iteration 7F: 3 clusters Score -9338695 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -9342991.000000 Penalty: 3670.496826
	Iteration 8F: 3 clusters Score -9342991 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 56722 members 
Entering Unmasked Estep 
Score: -9346481.000000 Penalty: 3670.496826
	Iteration 9F: 3 clusters Score -9346481 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 57595 members 
Entering Unmasked Estep 
Score: -9348780.000000 Penalty: 3670.496826
	Iteration 10Q: 3 clusters Score -9348780 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -9350140.000000 Penalty: 3670.496826
	Iteration 11Q: 3 clusters Score -9350140 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -9351012.000000 Penalty: 3670.496826
	Iteration 12Q: 3 clusters Score -9351012 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -9351532.000000 Penalty: 3670.496826
	Iteration 13Q: 3 clusters Score -9351532 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 59079 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9351971 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9352272 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -9352630.000000 Penalty: 3670.496826
	Iteration 16Q: 3 clusters Score -9352630 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9352886 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9353086 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -9353318.000000 Penalty: 3670.496826
	Iteration 19Q: 3 clusters Score -9353318 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -9353538.000000 Penalty: 3670.496826
	Iteration 20F: 3 clusters Score -9353538 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9353699 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -9353796.000000 Penalty: 3670.496826
	Iteration 22Q: 3 clusters Score -9353796 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 61881 members 
Entering Unmasked Estep 
Score: -9353928.000000 Penalty: 3670.496826
	Iteration 23Q: 3 clusters Score -9353928 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -9354013.000000 Penalty: 3670.496826
	Iteration 24Q: 3 clusters Score -9354013 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -9354103.000000 Penalty: 3670.496826
	Iteration 25Q: 3 clusters Score -9354103 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9354100 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -9354166.000000 Penalty: 3670.496826
	Iteration 27Q: 3 clusters Score -9354166 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -9354191.000000 Penalty: 3670.496826
	Iteration 28Q: 3 clusters Score -9354191 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -9354235.000000 Penalty: 3670.496826
	Iteration 29Q: 3 clusters Score -9354235 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -9354246.000000 Penalty: 3670.496826
	Iteration 30Q: 3 clusters Score -9354246 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9354299 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -9354349.000000 Penalty: 3670.496826
	Iteration 32Q: 3 clusters Score -9354349 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9354358 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -9354383.000000 Penalty: 3670.496826
	Iteration 34Q: 3 clusters Score -9354383 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9354429 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9354497 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 66061 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9354533 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9354560 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 66636 members 
Entering Unmasked Estep 
Score: -9354624.000000 Penalty: 3670.496826
	Iteration 39Q: 3 clusters Score -9354624 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9354646 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -9354686.000000 Penalty: 3670.496826
	Iteration 41Q: 3 clusters Score -9354686 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 67589 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9354705 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9354755 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 68239 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9354781 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9354820 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9354853 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -9354903.000000 Penalty: 3670.496826
	Iteration 47Q: 3 clusters Score -9354903 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9354950 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9354964 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9354989 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -9354993.000000 Penalty: 3670.496826
	Iteration 51Q: 3 clusters Score -9354993 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9355038 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 70567 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9355066 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9355074 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9355097 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 71134 members 
Entering Unmasked Estep 
Score: -9355150.000000 Penalty: 3670.496826
	Iteration 56Q: 3 clusters Score -9355150 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 71306 members 
Entering Unmasked Estep 
Score: -9355184.000000 Penalty: 3670.496826
	Iteration 57Q: 3 clusters Score -9355184 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -9355199.000000 Penalty: 3670.496826
	Iteration 58Q: 3 clusters Score -9355199 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 71607 members 
Entering Unmasked Estep 
Score: -9355221.000000 Penalty: 3670.496826
	Iteration 59Q: 3 clusters Score -9355221 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -9355239.000000 Penalty: 3670.496826
	Iteration 60F: 3 clusters Score -9355239 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 71895 members 
Entering Unmasked Estep 
Score: -9355230.000000 Penalty: 3670.496826
	Iteration 61Q: 3 clusters Score -9355230 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -9355254.000000 Penalty: 3670.496826
	Iteration 62Q: 3 clusters Score -9355254 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -9355258.000000 Penalty: 3670.496826
	Iteration 63Q: 3 clusters Score -9355258 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -9355274.000000 Penalty: 3670.496826
	Iteration 64Q: 3 clusters Score -9355274 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -9355289.000000 Penalty: 3670.496826
	Iteration 65Q: 3 clusters Score -9355289 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 72518 members 
Entering Unmasked Estep 
Score: -9355286.000000 Penalty: 3670.496826
	Iteration 66Q: 3 clusters Score -9355286 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -9355316.000000 Penalty: 3670.496826
	Iteration 67Q: 3 clusters Score -9355316 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9355328 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9355354 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 72971 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9355356 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
Score: -9355372.000000 Penalty: 3670.496826
	Iteration 71Q: 3 clusters Score -9355372 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -9355408.000000 Penalty: 3670.496826
	Iteration 72Q: 3 clusters Score -9355408 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -9355419.000000 Penalty: 3670.496826
	Iteration 73Q: 3 clusters Score -9355419 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9355434 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 73449 members 
Entering Unmasked Estep 
Score: -9355433.000000 Penalty: 3670.496826
	Iteration 75Q: 3 clusters Score -9355433 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -9355474.000000 Penalty: 3670.496826
	Iteration 76Q: 3 clusters Score -9355474 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -9355491.000000 Penalty: 3670.496826
	Iteration 77Q: 3 clusters Score -9355491 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -9355513.000000 Penalty: 3670.496826
	Iteration 78Q: 3 clusters Score -9355513 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 73838 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9355518 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9355535 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 73991 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9355535 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 74046 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9355540 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 74105 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9355565 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9355575 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 74192 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9355577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9355582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 74271 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9355569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9355583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 74343 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9355576 nChanged 37
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Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9355584 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 74418 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9355596 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 74451 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9355599 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9355605 nChanged 45
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Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -9355603.000000 Penalty: 3670.496826
	Iteration 94Q: 3 clusters Score -9355603 nChanged 41
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Mstep: Class 1 contains 5757 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9355626 nChanged 43
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Mstep: Class 1 contains 5720 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9355640 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9355645 nChanged 34
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Mstep: Class 1 contains 5664 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9355625 nChanged 44
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Mstep: Class 1 contains 5620 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9355638 nChanged 47
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Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9355629 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5525 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9355643 nChanged 45
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Mstep: Class 1 contains 5480 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9355643 nChanged 53
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Mstep: Class 1 contains 5431 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9355629 nChanged 47
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Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 74941 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9355644 nChanged 56
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9355659 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -9355658.000000 Penalty: 3670.496826
	Iteration 106Q: 3 clusters Score -9355658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 75090 members 
Entering Unmasked Estep 
Score: -9355658.000000 Penalty: 3670.496826
	Iteration 107Q: 3 clusters Score -9355658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 75145 members 
Entering Unmasked Estep 
Score: -9355669.000000 Penalty: 3670.496826
	Iteration 108Q: 3 clusters Score -9355669 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -9355670.000000 Penalty: 3670.496826
	Iteration 109Q: 3 clusters Score -9355670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -9355664.000000 Penalty: 3670.496826
	Iteration 110Q: 3 clusters Score -9355664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -9355693.000000 Penalty: 3670.496826
	Iteration 111Q: 3 clusters Score -9355693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -9355700.000000 Penalty: 3670.496826
	Iteration 112Q: 3 clusters Score -9355700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -9355688.000000 Penalty: 3670.496826
	Iteration 113Q: 3 clusters Score -9355688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -9355696.000000 Penalty: 3670.496826
	Iteration 114Q: 3 clusters Score -9355696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -9355692.000000 Penalty: 3670.496826
	Iteration 115Q: 3 clusters Score -9355692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -9355687.000000 Penalty: 3670.496826
	Iteration 116Q: 3 clusters Score -9355687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 75445 members 
Entering Unmasked Estep 
Score: -9355684.000000 Penalty: 3670.496826
	Iteration 117Q: 3 clusters Score -9355684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -9355685.000000 Penalty: 3670.496826
	Iteration 118Q: 3 clusters Score -9355685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -9355685.000000 Penalty: 3670.496826
	Iteration 119Q: 3 clusters Score -9355685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -9355678.000000 Penalty: 3670.496826
	Iteration 120F: 3 clusters Score -9355678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -9355678.000000 Penalty: 3670.496826
	Iteration 121Q: 3 clusters Score -9355678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -9355692.000000 Penalty: 3670.496826
	Iteration 122Q: 3 clusters Score -9355692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
Score: -9355686.000000 Penalty: 3670.496826
	Iteration 123Q: 3 clusters Score -9355686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -9355684.000000 Penalty: 3670.496826
	Iteration 124Q: 3 clusters Score -9355684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 75658 members 
Entering Unmasked Estep 
Score: -9355693.000000 Penalty: 3670.496826
	Iteration 125Q: 3 clusters Score -9355693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -9355689.000000 Penalty: 3670.496826
	Iteration 126Q: 3 clusters Score -9355689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -9355696.000000 Penalty: 3670.496826
	Iteration 127Q: 3 clusters Score -9355696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 75706 members 
Entering Unmasked Estep 
Score: -9355696.000000 Penalty: 3670.496826
	Iteration 128Q: 3 clusters Score -9355696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -9355690.000000 Penalty: 3670.496826
	Iteration 129Q: 3 clusters Score -9355690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -9355690.000000 Penalty: 3670.496826
	Iteration 130Q: 3 clusters Score -9355690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
Score: -9355692.000000 Penalty: 3670.496826
	Iteration 131Q: 3 clusters Score -9355692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -9355706.000000 Penalty: 3670.496826
	Iteration 132Q: 3 clusters Score -9355706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -9355713.000000 Penalty: 3670.496826
	Iteration 133Q: 3 clusters Score -9355713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 75776 members 
Entering Unmasked Estep 
Score: -9355713.000000 Penalty: 3670.496826
	Iteration 134Q: 3 clusters Score -9355713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -9355720.000000 Penalty: 3670.496826
	Iteration 135Q: 3 clusters Score -9355720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 75794 members 
Entering Unmasked Estep 
Score: -9355719.000000 Penalty: 3670.496826
	Iteration 136Q: 3 clusters Score -9355719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 75808 members 
Entering Unmasked Estep 
Score: -9355730.000000 Penalty: 3670.496826
	Iteration 137Q: 3 clusters Score -9355730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -9355723.000000 Penalty: 3670.496826
	Iteration 138Q: 3 clusters Score -9355723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -9355723.000000 Penalty: 3670.496826
	Iteration 139Q: 3 clusters Score -9355723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -9355723.000000 Penalty: 3670.496826
	Iteration 140F: 3 clusters Score -9355723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -9355725.000000 Penalty: 3670.496826
	Iteration 141Q: 3 clusters Score -9355725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -9355736.000000 Penalty: 3670.496826
	Iteration 142Q: 3 clusters Score -9355736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 75861 members 
Entering Unmasked Estep 
Score: -9355731.000000 Penalty: 3670.496826
	Iteration 143Q: 3 clusters Score -9355731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 75871 members 
Entering Unmasked Estep 
Score: -9355733.000000 Penalty: 3670.496826
	Iteration 144Q: 3 clusters Score -9355733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -9355733.000000 Penalty: 3670.496826
	Iteration 145Q: 3 clusters Score -9355733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 75896 members 
Entering Unmasked Estep 
Score: -9355745.000000 Penalty: 3670.496826
	Iteration 146Q: 3 clusters Score -9355745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -9355745.000000 Penalty: 3670.496826
	Iteration 147Q: 3 clusters Score -9355745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -9355740.000000 Penalty: 3670.496826
	Iteration 148Q: 3 clusters Score -9355740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -9355755.000000 Penalty: 3670.496826
	Iteration 149Q: 3 clusters Score -9355755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 75940 members 
Entering Unmasked Estep 
Score: -9355757.000000 Penalty: 3670.496826
	Iteration 150Q: 3 clusters Score -9355757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 75943 members 
Entering Unmasked Estep 
Score: -9355760.000000 Penalty: 3670.496826
	Iteration 151Q: 3 clusters Score -9355760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 75946 members 
Entering Unmasked Estep 
Score: -9355765.000000 Penalty: 3670.496826
	Iteration 152Q: 3 clusters Score -9355765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -9355764.000000 Penalty: 3670.496826
	Iteration 153Q: 3 clusters Score -9355764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -9355766.000000 Penalty: 3670.496826
	Iteration 154Q: 3 clusters Score -9355766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 75955 members 
Entering Unmasked Estep 
Score: -9355763.000000 Penalty: 3670.496826
	Iteration 155Q: 3 clusters Score -9355763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 75955 members 
Entering Unmasked Estep 
Score: -9355766.000000 Penalty: 3670.496826
	Iteration 156Q: 3 clusters Score -9355766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 75956 members 
Entering Unmasked Estep 
Score: -9355762.000000 Penalty: 3670.496826
	Iteration 157Q: 3 clusters Score -9355762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 75956 members 
Entering Unmasked Estep 
Score: -9355762.000000 Penalty: 3670.496826
	Iteration 158F: 3 clusters Score -9355762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (247793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 247793 members 
Entering Unmasked Estep 
Score: -27920660.000000 Penalty: 2018.306763
	Iteration 0F: 2 clusters Score -2.792066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123827 members 
Mstep: Class 2 contains 123966 members 
Entering Unmasked Estep 
Score: -27827108.000000 Penalty: 4036.613525
	Iteration 0F: 3 clusters Score -2.782711e+07 nChanged 120385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121382 members 
Mstep: Class 2 contains 126411 members 
Entering Unmasked Estep 
Score: -27898346.000000 Penalty: 4036.613525
	Iteration 1F: 3 clusters Score -2.789835e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120769 members 
Mstep: Class 2 contains 127024 members 
Entering Unmasked Estep 
Score: -27899690.000000 Penalty: 4036.613525
	Iteration 2Q: 3 clusters Score -2.789969e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119995 members 
Mstep: Class 2 contains 127798 members 
Entering Unmasked Estep 
Score: -27901828.000000 Penalty: 4036.613525
	Iteration 3Q: 3 clusters Score -2.790183e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119389 members 
Mstep: Class 2 contains 128404 members 
Entering Unmasked Estep 
Score: -27904808.000000 Penalty: 4036.613525
	Iteration 4Q: 3 clusters Score -2.790481e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119373 members 
Mstep: Class 2 contains 128420 members 
Entering Unmasked Estep 
Score: -27909016.000000 Penalty: 4036.613525
	Iteration 5Q: 3 clusters Score -2.790902e+07 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120293 members 
Mstep: Class 2 contains 127500 members 
Entering Unmasked Estep 
Score: -27914842.000000 Penalty: 4036.613525
	Iteration 6Q: 3 clusters Score -2.791484e+07 nChanged 14067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122570 members 
Mstep: Class 2 contains 125223 members 
Entering Unmasked Estep 
Score: -27923348.000000 Penalty: 4036.613525
	Iteration 7F: 3 clusters Score -2.792335e+07 nChanged 15720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126070 members 
Mstep: Class 2 contains 121723 members 
Entering Unmasked Estep 
Score: -27933988.000000 Penalty: 4036.613525
	Iteration 8F: 3 clusters Score -2.793399e+07 nChanged 15812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130322 members 
Mstep: Class 2 contains 117471 members 
Entering Unmasked Estep 
Score: -27944022.000000 Penalty: 4036.613525
	Iteration 9F: 3 clusters Score -2.794402e+07 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134496 members 
Mstep: Class 2 contains 113297 members 
Entering Unmasked Estep 
Score: -27950188.000000 Penalty: 4036.613525
	Iteration 10F: 3 clusters Score -2.795019e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138427 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -27952698.000000 Penalty: 4036.613525
	Iteration 11Q: 3 clusters Score -2.79527e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142092 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -27953598.000000 Penalty: 4036.613525
	Iteration 12Q: 3 clusters Score -2.79536e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145684 members 
Mstep: Class 2 contains 102109 members 
Entering Unmasked Estep 
Score: -27954680.000000 Penalty: 4036.613525
	Iteration 13Q: 3 clusters Score -2.795468e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149068 members 
Mstep: Class 2 contains 98725 members 
Entering Unmasked Estep 
Score: -27955612.000000 Penalty: 4036.613525
	Iteration 14Q: 3 clusters Score -2.795561e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152004 members 
Mstep: Class 2 contains 95789 members 
Entering Unmasked Estep 
Score: -27956506.000000 Penalty: 4036.613525
	Iteration 15Q: 3 clusters Score -2.795651e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154224 members 
Mstep: Class 2 contains 93569 members 
Entering Unmasked Estep 
Score: -27956888.000000 Penalty: 4036.613525
	Iteration 16Q: 3 clusters Score -2.795689e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155791 members 
Mstep: Class 2 contains 92002 members 
Entering Unmasked Estep 
Score: -27957242.000000 Penalty: 4036.613525
	Iteration 17Q: 3 clusters Score -2.795724e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157103 members 
Mstep: Class 2 contains 90690 members 
Entering Unmasked Estep 
Score: -27957564.000000 Penalty: 4036.613525
	Iteration 18Q: 3 clusters Score -2.795756e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158007 members 
Mstep: Class 2 contains 89786 members 
Entering Unmasked Estep 
Score: -27957888.000000 Penalty: 4036.613525
	Iteration 19Q: 3 clusters Score -2.795789e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158708 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -27958010.000000 Penalty: 4036.613525
	Iteration 20F: 3 clusters Score -2.795801e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159194 members 
Mstep: Class 2 contains 88599 members 
Entering Unmasked Estep 
Score: -27958190.000000 Penalty: 4036.613525
	Iteration 21Q: 3 clusters Score -2.795819e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159576 members 
Mstep: Class 2 contains 88217 members 
Entering Unmasked Estep 
Score: -27958370.000000 Penalty: 4036.613525
	Iteration 22Q: 3 clusters Score -2.795837e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159785 members 
Mstep: Class 2 contains 88008 members 
Entering Unmasked Estep 
Score: -27958568.000000 Penalty: 4036.613525
	Iteration 23Q: 3 clusters Score -2.795857e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159982 members 
Mstep: Class 2 contains 87811 members 
Entering Unmasked Estep 
Score: -27958918.000000 Penalty: 4036.613525
	Iteration 24Q: 3 clusters Score -2.795892e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160114 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -27958968.000000 Penalty: 4036.613525
	Iteration 25Q: 3 clusters Score -2.795897e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160214 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -27959122.000000 Penalty: 4036.613525
	Iteration 26Q: 3 clusters Score -2.795912e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160313 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -27959234.000000 Penalty: 4036.613525
	Iteration 27Q: 3 clusters Score -2.795923e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160329 members 
Mstep: Class 2 contains 87464 members 
Entering Unmasked Estep 
Score: -27959408.000000 Penalty: 4036.613525
	Iteration 28Q: 3 clusters Score -2.795941e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160338 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -27959510.000000 Penalty: 4036.613525
	Iteration 29Q: 3 clusters Score -2.795951e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160364 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -27959426.000000 Penalty: 4036.613525
	Iteration 30Q: 3 clusters Score -2.795943e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160338 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -27959548.000000 Penalty: 4036.613525
	Iteration 31Q: 3 clusters Score -2.795955e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160323 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -27959606.000000 Penalty: 4036.613525
	Iteration 32Q: 3 clusters Score -2.795961e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160286 members 
Mstep: Class 2 contains 87507 members 
Entering Unmasked Estep 
Score: -27959736.000000 Penalty: 4036.613525
	Iteration 33Q: 3 clusters Score -2.795974e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160227 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -27959694.000000 Penalty: 4036.613525
	Iteration 34Q: 3 clusters Score -2.795969e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160161 members 
Mstep: Class 2 contains 87632 members 
Entering Unmasked Estep 
Score: -27959748.000000 Penalty: 4036.613525
	Iteration 35Q: 3 clusters Score -2.795975e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160111 members 
Mstep: Class 2 contains 87682 members 
Entering Unmasked Estep 
Score: -27959868.000000 Penalty: 4036.613525
	Iteration 36Q: 3 clusters Score -2.795987e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160070 members 
Mstep: Class 2 contains 87723 members 
Entering Unmasked Estep 
Score: -27959880.000000 Penalty: 4036.613525
	Iteration 37Q: 3 clusters Score -2.795988e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160019 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -27960080.000000 Penalty: 4036.613525
	Iteration 38Q: 3 clusters Score -2.796008e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159988 members 
Mstep: Class 2 contains 87805 members 
Entering Unmasked Estep 
Score: -27960022.000000 Penalty: 4036.613525
	Iteration 39Q: 3 clusters Score -2.796002e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159918 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -27959952.000000 Penalty: 4036.613525
	Iteration 40F: 3 clusters Score -2.795995e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159859 members 
Mstep: Class 2 contains 87934 members 
Entering Unmasked Estep 
Score: -27960026.000000 Penalty: 4036.613525
	Iteration 41Q: 3 clusters Score -2.796003e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159834 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -27960020.000000 Penalty: 4036.613525
	Iteration 42Q: 3 clusters Score -2.796002e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159834 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -27959978.000000 Penalty: 4036.613525
	Iteration 43Q: 3 clusters Score -2.795998e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159817 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -27959962.000000 Penalty: 4036.613525
	Iteration 44Q: 3 clusters Score -2.795996e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159785 members 
Mstep: Class 2 contains 88008 members 
Entering Unmasked Estep 
Score: -27959956.000000 Penalty: 4036.613525
	Iteration 45Q: 3 clusters Score -2.795996e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159783 members 
Mstep: Class 2 contains 88010 members 
Entering Unmasked Estep 
Score: -27960018.000000 Penalty: 4036.613525
	Iteration 46Q: 3 clusters Score -2.796002e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159794 members 
Mstep: Class 2 contains 87999 members 
Entering Unmasked Estep 
Score: -27959954.000000 Penalty: 4036.613525
	Iteration 47Q: 3 clusters Score -2.795995e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159788 members 
Mstep: Class 2 contains 88005 members 
Entering Unmasked Estep 
Score: -27959982.000000 Penalty: 4036.613525
	Iteration 48Q: 3 clusters Score -2.795998e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159763 members 
Mstep: Class 2 contains 88030 members 
Entering Unmasked Estep 
Score: -27960002.000000 Penalty: 4036.613525
	Iteration 49Q: 3 clusters Score -2.796e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159742 members 
Mstep: Class 2 contains 88051 members 
Entering Unmasked Estep 
Score: -27960038.000000 Penalty: 4036.613525
	Iteration 50Q: 3 clusters Score -2.796004e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159750 members 
Mstep: Class 2 contains 88043 members 
Entering Unmasked Estep 
Score: -27960042.000000 Penalty: 4036.613525
	Iteration 51Q: 3 clusters Score -2.796004e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159811 members 
Mstep: Class 2 contains 87982 members 
Entering Unmasked Estep 
Score: -27960088.000000 Penalty: 4036.613525
	Iteration 52Q: 3 clusters Score -2.796009e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159842 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -27960064.000000 Penalty: 4036.613525
	Iteration 53Q: 3 clusters Score -2.796006e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159890 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -27960034.000000 Penalty: 4036.613525
	Iteration 54Q: 3 clusters Score -2.796003e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159942 members 
Mstep: Class 2 contains 87851 members 
Entering Unmasked Estep 
Score: -27960034.000000 Penalty: 4036.613525
	Iteration 55Q: 3 clusters Score -2.796003e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159961 members 
Mstep: Class 2 contains 87832 members 
Entering Unmasked Estep 
Score: -27960076.000000 Penalty: 4036.613525
	Iteration 56Q: 3 clusters Score -2.796008e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159966 members 
Mstep: Class 2 contains 87827 members 
Entering Unmasked Estep 
Score: -27960050.000000 Penalty: 4036.613525
	Iteration 57Q: 3 clusters Score -2.796005e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159957 members 
Mstep: Class 2 contains 87836 members 
Entering Unmasked Estep 
Score: -27960146.000000 Penalty: 4036.613525
	Iteration 58Q: 3 clusters Score -2.796015e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159964 members 
Mstep: Class 2 contains 87829 members 
Entering Unmasked Estep 
Score: -27960156.000000 Penalty: 4036.613525
	Iteration 59Q: 3 clusters Score -2.796016e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159993 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -27960194.000000 Penalty: 4036.613525
	Iteration 60F: 3 clusters Score -2.796019e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160024 members 
Mstep: Class 2 contains 87769 members 
Entering Unmasked Estep 
Score: -27960228.000000 Penalty: 4036.613525
	Iteration 61Q: 3 clusters Score -2.796023e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160060 members 
Mstep: Class 2 contains 87733 members 
Entering Unmasked Estep 
Score: -27960230.000000 Penalty: 4036.613525
	Iteration 62Q: 3 clusters Score -2.796023e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160063 members 
Mstep: Class 2 contains 87730 members 
Entering Unmasked Estep 
Score: -27960310.000000 Penalty: 4036.613525
	Iteration 63Q: 3 clusters Score -2.796031e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160084 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -27960366.000000 Penalty: 4036.613525
	Iteration 64Q: 3 clusters Score -2.796037e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160126 members 
Mstep: Class 2 contains 87667 members 
Entering Unmasked Estep 
Score: -27960362.000000 Penalty: 4036.613525
	Iteration 65Q: 3 clusters Score -2.796036e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160143 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -27960350.000000 Penalty: 4036.613525
	Iteration 66Q: 3 clusters Score -2.796035e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160176 members 
Mstep: Class 2 contains 87617 members 
Entering Unmasked Estep 
Score: -27960390.000000 Penalty: 4036.613525
	Iteration 67Q: 3 clusters Score -2.796039e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160214 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -27960384.000000 Penalty: 4036.613525
	Iteration 68Q: 3 clusters Score -2.796038e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160249 members 
Mstep: Class 2 contains 87544 members 
Entering Unmasked Estep 
Score: -27960356.000000 Penalty: 4036.613525
	Iteration 69Q: 3 clusters Score -2.796036e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160287 members 
Mstep: Class 2 contains 87506 members 
Entering Unmasked Estep 
Score: -27960406.000000 Penalty: 4036.613525
	Iteration 70Q: 3 clusters Score -2.796041e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160338 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -27960414.000000 Penalty: 4036.613525
	Iteration 71Q: 3 clusters Score -2.796041e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160396 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -27960448.000000 Penalty: 4036.613525
	Iteration 72Q: 3 clusters Score -2.796045e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160447 members 
Mstep: Class 2 contains 87346 members 
Entering Unmasked Estep 
Score: -27960472.000000 Penalty: 4036.613525
	Iteration 73Q: 3 clusters Score -2.796047e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160503 members 
Mstep: Class 2 contains 87290 members 
Entering Unmasked Estep 
Score: -27960444.000000 Penalty: 4036.613525
	Iteration 74Q: 3 clusters Score -2.796044e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160551 members 
Mstep: Class 2 contains 87242 members 
Entering Unmasked Estep 
Score: -27960460.000000 Penalty: 4036.613525
	Iteration 75Q: 3 clusters Score -2.796046e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160603 members 
Mstep: Class 2 contains 87190 members 
Entering Unmasked Estep 
Score: -27960432.000000 Penalty: 4036.613525
	Iteration 76Q: 3 clusters Score -2.796043e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160650 members 
Mstep: Class 2 contains 87143 members 
Entering Unmasked Estep 
Score: -27960406.000000 Penalty: 4036.613525
	Iteration 77Q: 3 clusters Score -2.796041e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160689 members 
Mstep: Class 2 contains 87104 members 
Entering Unmasked Estep 
Score: -27960386.000000 Penalty: 4036.613525
	Iteration 78Q: 3 clusters Score -2.796039e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160706 members 
Mstep: Class 2 contains 87087 members 
Entering Unmasked Estep 
Score: -27960398.000000 Penalty: 4036.613525
	Iteration 79Q: 3 clusters Score -2.79604e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160740 members 
Mstep: Class 2 contains 87053 members 
Entering Unmasked Estep 
Score: -27960356.000000 Penalty: 4036.613525
	Iteration 80F: 3 clusters Score -2.796036e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160766 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -27960352.000000 Penalty: 4036.613525
	Iteration 81Q: 3 clusters Score -2.796035e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160790 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -27960328.000000 Penalty: 4036.613525
	Iteration 82Q: 3 clusters Score -2.796033e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160827 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -27960324.000000 Penalty: 4036.613525
	Iteration 83Q: 3 clusters Score -2.796032e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160860 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -27960368.000000 Penalty: 4036.613525
	Iteration 84Q: 3 clusters Score -2.796037e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160890 members 
Mstep: Class 2 contains 86903 members 
Entering Unmasked Estep 
Score: -27960396.000000 Penalty: 4036.613525
	Iteration 85Q: 3 clusters Score -2.79604e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160922 members 
Mstep: Class 2 contains 86871 members 
Entering Unmasked Estep 
Score: -27960432.000000 Penalty: 4036.613525
	Iteration 86Q: 3 clusters Score -2.796043e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160945 members 
Mstep: Class 2 contains 86848 members 
Entering Unmasked Estep 
Score: -27960428.000000 Penalty: 4036.613525
	Iteration 87Q: 3 clusters Score -2.796043e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160970 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -27960440.000000 Penalty: 4036.613525
	Iteration 88Q: 3 clusters Score -2.796044e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160995 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -27960444.000000 Penalty: 4036.613525
	Iteration 89Q: 3 clusters Score -2.796044e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161016 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -27960460.000000 Penalty: 4036.613525
	Iteration 90Q: 3 clusters Score -2.796046e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -27960414.000000 Penalty: 4036.613525
	Iteration 91Q: 3 clusters Score -2.796041e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161095 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -27960422.000000 Penalty: 4036.613525
	Iteration 92Q: 3 clusters Score -2.796042e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161119 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -27960432.000000 Penalty: 4036.613525
	Iteration 93Q: 3 clusters Score -2.796043e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161132 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
Score: -27960418.000000 Penalty: 4036.613525
	Iteration 94Q: 3 clusters Score -2.796042e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161151 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -27960414.000000 Penalty: 4036.613525
	Iteration 95Q: 3 clusters Score -2.796041e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161185 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -27960420.000000 Penalty: 4036.613525
	Iteration 96Q: 3 clusters Score -2.796042e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161230 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -27960406.000000 Penalty: 4036.613525
	Iteration 97Q: 3 clusters Score -2.796041e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161263 members 
Mstep: Class 2 contains 86530 members 
Entering Unmasked Estep 
Score: -27960448.000000 Penalty: 4036.613525
	Iteration 98Q: 3 clusters Score -2.796045e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161300 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -27960462.000000 Penalty: 4036.613525
	Iteration 99Q: 3 clusters Score -2.796046e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161341 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -27960474.000000 Penalty: 4036.613525
	Iteration 100F: 3 clusters Score -2.796047e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161375 members 
Mstep: Class 2 contains 86418 members 
Entering Unmasked Estep 
Score: -27960454.000000 Penalty: 4036.613525
	Iteration 101Q: 3 clusters Score -2.796045e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161413 members 
Mstep: Class 2 contains 86380 members 
Entering Unmasked Estep 
Score: -27960474.000000 Penalty: 4036.613525
	Iteration 102Q: 3 clusters Score -2.796047e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161432 members 
Mstep: Class 2 contains 86361 members 
Entering Unmasked Estep 
Score: -27960438.000000 Penalty: 4036.613525
	Iteration 103Q: 3 clusters Score -2.796044e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161439 members 
Mstep: Class 2 contains 86354 members 
Entering Unmasked Estep 
Score: -27960452.000000 Penalty: 4036.613525
	Iteration 104Q: 3 clusters Score -2.796045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161443 members 
Mstep: Class 2 contains 86350 members 
Entering Unmasked Estep 
Score: -27960438.000000 Penalty: 4036.613525
	Iteration 105Q: 3 clusters Score -2.796044e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161444 members 
Mstep: Class 2 contains 86349 members 
Entering Unmasked Estep 
Score: -27960448.000000 Penalty: 4036.613525
	Iteration 106Q: 3 clusters Score -2.796045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161436 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -27960444.000000 Penalty: 4036.613525
	Iteration 107Q: 3 clusters Score -2.796044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161428 members 
Mstep: Class 2 contains 86365 members 
Entering Unmasked Estep 
Score: -27960420.000000 Penalty: 4036.613525
	Iteration 108Q: 3 clusters Score -2.796042e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161419 members 
Mstep: Class 2 contains 86374 members 
Entering Unmasked Estep 
Score: -27960438.000000 Penalty: 4036.613525
	Iteration 109Q: 3 clusters Score -2.796044e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161410 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -27960448.000000 Penalty: 4036.613525
	Iteration 110Q: 3 clusters Score -2.796045e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161407 members 
Mstep: Class 2 contains 86386 members 
Entering Unmasked Estep 
Score: -27960454.000000 Penalty: 4036.613525
	Iteration 111Q: 3 clusters Score -2.796045e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161409 members 
Mstep: Class 2 contains 86384 members 
Entering Unmasked Estep 
Score: -27960442.000000 Penalty: 4036.613525
	Iteration 112Q: 3 clusters Score -2.796044e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161414 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -27960428.000000 Penalty: 4036.613525
	Iteration 113Q: 3 clusters Score -2.796043e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161418 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
Score: -27960422.000000 Penalty: 4036.613525
	Iteration 114Q: 3 clusters Score -2.796042e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161424 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -27960422.000000 Penalty: 4036.613525
	Iteration 115Q: 3 clusters Score -2.796042e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161434 members 
Mstep: Class 2 contains 86359 members 
Entering Unmasked Estep 
Score: -27960448.000000 Penalty: 4036.613525
	Iteration 116Q: 3 clusters Score -2.796045e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161450 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -27960472.000000 Penalty: 4036.613525
	Iteration 117Q: 3 clusters Score -2.796047e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161468 members 
Mstep: Class 2 contains 86325 members 
Entering Unmasked Estep 
Score: -27960466.000000 Penalty: 4036.613525
	Iteration 118Q: 3 clusters Score -2.796047e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161479 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -27960472.000000 Penalty: 4036.613525
	Iteration 119Q: 3 clusters Score -2.796047e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161493 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -27960460.000000 Penalty: 4036.613525
	Iteration 120F: 3 clusters Score -2.796046e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161505 members 
Mstep: Class 2 contains 86288 members 
Entering Unmasked Estep 
Score: -27960432.000000 Penalty: 4036.613525
	Iteration 121Q: 3 clusters Score -2.796043e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161507 members 
Mstep: Class 2 contains 86286 members 
Entering Unmasked Estep 
Score: -27960428.000000 Penalty: 4036.613525
	Iteration 122Q: 3 clusters Score -2.796043e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161510 members 
Mstep: Class 2 contains 86283 members 
Entering Unmasked Estep 
Score: -27960408.000000 Penalty: 4036.613525
	Iteration 123Q: 3 clusters Score -2.796041e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161506 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -27960396.000000 Penalty: 4036.613525
	Iteration 124Q: 3 clusters Score -2.79604e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161500 members 
Mstep: Class 2 contains 86293 members 
Entering Unmasked Estep 
Score: -27960424.000000 Penalty: 4036.613525
	Iteration 125Q: 3 clusters Score -2.796042e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161499 members 
Mstep: Class 2 contains 86294 members 
Entering Unmasked Estep 
Score: -27960422.000000 Penalty: 4036.613525
	Iteration 126Q: 3 clusters Score -2.796042e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161499 members 
Mstep: Class 2 contains 86294 members 
Entering Unmasked Estep 
Score: -27960416.000000 Penalty: 4036.613525
	Iteration 127Q: 3 clusters Score -2.796042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161499 members 
Mstep: Class 2 contains 86294 members 
Entering Unmasked Estep 
Score: -27960418.000000 Penalty: 4036.613525
	Iteration 128Q: 3 clusters Score -2.796042e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161501 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
Score: -27960426.000000 Penalty: 4036.613525
	Iteration 129Q: 3 clusters Score -2.796043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161500 members 
Mstep: Class 2 contains 86293 members 
Entering Unmasked Estep 
Score: -27960424.000000 Penalty: 4036.613525
	Iteration 130Q: 3 clusters Score -2.796042e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161502 members 
Mstep: Class 2 contains 86291 members 
Entering Unmasked Estep 
Score: -27960432.000000 Penalty: 4036.613525
	Iteration 131Q: 3 clusters Score -2.796043e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161504 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -27960434.000000 Penalty: 4036.613525
	Iteration 132Q: 3 clusters Score -2.796043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161512 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -27960450.000000 Penalty: 4036.613525
	Iteration 133Q: 3 clusters Score -2.796045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161506 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -27960428.000000 Penalty: 4036.613525
	Iteration 134Q: 3 clusters Score -2.796043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161502 members 
Mstep: Class 2 contains 86291 members 
Entering Unmasked Estep 
Score: -27960440.000000 Penalty: 4036.613525
	Iteration 135Q: 3 clusters Score -2.796044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161507 members 
Mstep: Class 2 contains 86286 members 
Entering Unmasked Estep 
Score: -27960448.000000 Penalty: 4036.613525
	Iteration 136Q: 3 clusters Score -2.796045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161511 members 
Mstep: Class 2 contains 86282 members 
Entering Unmasked Estep 
Score: -27960434.000000 Penalty: 4036.613525
	Iteration 137Q: 3 clusters Score -2.796043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161515 members 
Mstep: Class 2 contains 86278 members 
Entering Unmasked Estep 
Score: -27960418.000000 Penalty: 4036.613525
	Iteration 138Q: 3 clusters Score -2.796042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161514 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -27960444.000000 Penalty: 4036.613525
	Iteration 139Q: 3 clusters Score -2.796044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161509 members 
Mstep: Class 2 contains 86284 members 
Entering Unmasked Estep 
Score: -27960436.000000 Penalty: 4036.613525
	Iteration 140F: 3 clusters Score -2.796044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161505 members 
Mstep: Class 2 contains 86288 members 
Entering Unmasked Estep 
Score: -27960428.000000 Penalty: 4036.613525
	Iteration 141Q: 3 clusters Score -2.796043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161503 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -27960430.000000 Penalty: 4036.613525
	Iteration 142Q: 3 clusters Score -2.796043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161500 members 
Mstep: Class 2 contains 86293 members 
Entering Unmasked Estep 
Score: -27960428.000000 Penalty: 4036.613525
	Iteration 143Q: 3 clusters Score -2.796043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161494 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -27960428.000000 Penalty: 4036.613525
	Iteration 144Q: 3 clusters Score -2.796043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161493 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -27960430.000000 Penalty: 4036.613525
	Iteration 145Q: 3 clusters Score -2.796043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161497 members 
Mstep: Class 2 contains 86296 members 
Entering Unmasked Estep 
Score: -27960436.000000 Penalty: 4036.613525
	Iteration 146Q: 3 clusters Score -2.796044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161501 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
Score: -27960438.000000 Penalty: 4036.613525
	Iteration 147Q: 3 clusters Score -2.796044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161504 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -27960434.000000 Penalty: 4036.613525
	Iteration 148Q: 3 clusters Score -2.796043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161506 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -27960420.000000 Penalty: 4036.613525
	Iteration 149Q: 3 clusters Score -2.796042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161508 members 
Mstep: Class 2 contains 86285 members 
Entering Unmasked Estep 
Score: -27960438.000000 Penalty: 4036.613525
	Iteration 150Q: 3 clusters Score -2.796044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161509 members 
Mstep: Class 2 contains 86284 members 
Entering Unmasked Estep 
Score: -27960430.000000 Penalty: 4036.613525
	Iteration 151Q: 3 clusters Score -2.796043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161513 members 
Mstep: Class 2 contains 86280 members 
Entering Unmasked Estep 
Score: -27960398.000000 Penalty: 4036.613525
	Iteration 152Q: 3 clusters Score -2.79604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161516 members 
Mstep: Class 2 contains 86277 members 
Entering Unmasked Estep 
Score: -27960384.000000 Penalty: 4036.613525
	Iteration 153Q: 3 clusters Score -2.796038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161524 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -27960388.000000 Penalty: 4036.613525
	Iteration 154Q: 3 clusters Score -2.796039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161531 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -27960402.000000 Penalty: 4036.613525
	Iteration 155Q: 3 clusters Score -2.79604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161542 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -27960412.000000 Penalty: 4036.613525
	Iteration 156Q: 3 clusters Score -2.796041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161545 members 
Mstep: Class 2 contains 86248 members 
Entering Unmasked Estep 
Score: -27960410.000000 Penalty: 4036.613525
	Iteration 157Q: 3 clusters Score -2.796041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161549 members 
Mstep: Class 2 contains 86244 members 
Entering Unmasked Estep 
Score: -27960398.000000 Penalty: 4036.613525
	Iteration 158Q: 3 clusters Score -2.79604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161555 members 
Mstep: Class 2 contains 86238 members 
Entering Unmasked Estep 
Score: -27960418.000000 Penalty: 4036.613525
	Iteration 159Q: 3 clusters Score -2.796042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161557 members 
Mstep: Class 2 contains 86236 members 
Entering Unmasked Estep 
Score: -27960422.000000 Penalty: 4036.613525
	Iteration 160F: 3 clusters Score -2.796042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161558 members 
Mstep: Class 2 contains 86235 members 
Entering Unmasked Estep 
Score: -27960414.000000 Penalty: 4036.613525
	Iteration 161Q: 3 clusters Score -2.796041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161558 members 
Mstep: Class 2 contains 86235 members 
Entering Unmasked Estep 
Score: -27960414.000000 Penalty: 4036.613525
	Iteration 162F: 3 clusters Score -2.796041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1684 members 
Mstep: Class 3 contains 100511 members 
Mstep: Class 4 contains 20060 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 87988 members 
Mstep: Class 7 contains 23221 members 
Mstep: Class 8 contains 17166 members 
Mstep: Class 9 contains 80325 members 
Mstep: Class 10 contains 161558 members 
Mstep: Class 11 contains 58785 members 
Mstep: Class 12 contains 86235 members 
Mstep: Class 13 contains 73757 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 58089 members 
Mstep: Class 16 contains 29117 members 
Mstep: Class 18 contains 88690 members 
Mstep: Class 19 contains 1933 members 
Entering Unmasked Estep 
Score: -102003208.000000 Penalty: 40136.968750
Splitting cluster 10 changes total score from -101956424.000000 to -102003208.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 13 (73757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Entering Unmasked Estep 
Score: -8359699.000000 Penalty: 1821.386353
	Iteration 0F: 2 clusters Score -8359699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -8310218.500000 Penalty: 3642.772705
	Iteration 0F: 3 clusters Score -8310218 nChanged 35114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -8331591.000000 Penalty: 3642.772705
	Iteration 1F: 3 clusters Score -8331591 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -8335541.500000 Penalty: 3642.772705
	Iteration 2F: 3 clusters Score -8335542 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -8343564.000000 Penalty: 3642.772705
	Iteration 3F: 3 clusters Score -8343564 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -8352975.500000 Penalty: 3642.772705
	Iteration 4F: 3 clusters Score -8352976 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -8359649.000000 Penalty: 3642.772705
	Iteration 5F: 3 clusters Score -8359649 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -8363238.000000 Penalty: 3642.772705
	Iteration 6F: 3 clusters Score -8363238 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -8364980.500000 Penalty: 3642.772705
	Iteration 7Q: 3 clusters Score -8364980 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -8365559.500000 Penalty: 3642.772705
	Iteration 8Q: 3 clusters Score -8365560 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -8365764.500000 Penalty: 3642.772705
	Iteration 9Q: 3 clusters Score -8365764 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -8365874.500000 Penalty: 3642.772705
	Iteration 10Q: 3 clusters Score -8365874 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -8365927.000000 Penalty: 3642.772705
	Iteration 11Q: 3 clusters Score -8365927 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -8365960.500000 Penalty: 3642.772705
	Iteration 12Q: 3 clusters Score -8365960 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -8365982.500000 Penalty: 3642.772705
	Iteration 13Q: 3 clusters Score -8365982 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -8366004.000000 Penalty: 3642.772705
	Iteration 14Q: 3 clusters Score -8366004 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -8366010.000000 Penalty: 3642.772705
	Iteration 15Q: 3 clusters Score -8366010 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -8366016.500000 Penalty: 3642.772705
	Iteration 16Q: 3 clusters Score -8366016 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -8366028.000000 Penalty: 3642.772705
	Iteration 17Q: 3 clusters Score -8366028 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -8366022.500000 Penalty: 3642.772705
	Iteration 18Q: 3 clusters Score -8366022 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -8366041.000000 Penalty: 3642.772705
	Iteration 19Q: 3 clusters Score -8366041 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -8366067.000000 Penalty: 3642.772705
	Iteration 20F: 3 clusters Score -8366067 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -8366081.000000 Penalty: 3642.772705
	Iteration 21Q: 3 clusters Score -8366081 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -8366122.000000 Penalty: 3642.772705
	Iteration 22Q: 3 clusters Score -8366122 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -8366160.000000 Penalty: 3642.772705
	Iteration 23Q: 3 clusters Score -8366160 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -8366166.500000 Penalty: 3642.772705
	Iteration 24Q: 3 clusters Score -8366166 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -8366191.500000 Penalty: 3642.772705
	Iteration 25Q: 3 clusters Score -8366192 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -8366233.500000 Penalty: 3642.772705
	Iteration 26Q: 3 clusters Score -8366234 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -8366279.500000 Penalty: 3642.772705
	Iteration 27Q: 3 clusters Score -8366280 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -8366315.000000 Penalty: 3642.772705
	Iteration 28Q: 3 clusters Score -8366315 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -8366363.500000 Penalty: 3642.772705
	Iteration 29Q: 3 clusters Score -8366364 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -8366395.000000 Penalty: 3642.772705
	Iteration 30Q: 3 clusters Score -8366395 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -8366437.500000 Penalty: 3642.772705
	Iteration 31Q: 3 clusters Score -8366438 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -8366484.500000 Penalty: 3642.772705
	Iteration 32Q: 3 clusters Score -8366484 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -8366484.000000 Penalty: 3642.772705
	Iteration 33Q: 3 clusters Score -8366484 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60084 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -8366540.500000 Penalty: 3642.772705
	Iteration 34Q: 3 clusters Score -8366540 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -8366627.000000 Penalty: 3642.772705
	Iteration 35Q: 3 clusters Score -8366627 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -8366691.500000 Penalty: 3642.772705
	Iteration 36Q: 3 clusters Score -8366692 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -8366778.500000 Penalty: 3642.772705
	Iteration 37Q: 3 clusters Score -8366778 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -8366819.000000 Penalty: 3642.772705
	Iteration 38Q: 3 clusters Score -8366819 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -8366876.500000 Penalty: 3642.772705
	Iteration 39Q: 3 clusters Score -8366876 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -8366911.500000 Penalty: 3642.772705
	Iteration 40F: 3 clusters Score -8366912 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -8366935.000000 Penalty: 3642.772705
	Iteration 41Q: 3 clusters Score -8366935 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -8366954.000000 Penalty: 3642.772705
	Iteration 42Q: 3 clusters Score -8366954 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -8366965.500000 Penalty: 3642.772705
	Iteration 43Q: 3 clusters Score -8366966 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -8366991.000000 Penalty: 3642.772705
	Iteration 44Q: 3 clusters Score -8366991 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -8366981.500000 Penalty: 3642.772705
	Iteration 45Q: 3 clusters Score -8366982 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -8366995.000000 Penalty: 3642.772705
	Iteration 46Q: 3 clusters Score -8366995 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -8366996.500000 Penalty: 3642.772705
	Iteration 47Q: 3 clusters Score -8366996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -8366995.500000 Penalty: 3642.772705
	Iteration 48Q: 3 clusters Score -8366996 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -8366995.500000 Penalty: 3642.772705
	Iteration 49Q: 3 clusters Score -8366996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -8367005.500000 Penalty: 3642.772705
	Iteration 50Q: 3 clusters Score -8367006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -8367006.000000 Penalty: 3642.772705
	Iteration 51Q: 3 clusters Score -8367006 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -8367015.000000 Penalty: 3642.772705
	Iteration 52Q: 3 clusters Score -8367015 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62945 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -8367025.000000 Penalty: 3642.772705
	Iteration 53Q: 3 clusters Score -8367025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -8367030.500000 Penalty: 3642.772705
	Iteration 54Q: 3 clusters Score -8367030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -8367021.500000 Penalty: 3642.772705
	Iteration 55Q: 3 clusters Score -8367022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -8367012.500000 Penalty: 3642.772705
	Iteration 56Q: 3 clusters Score -8367012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -8367012.500000 Penalty: 3642.772705
	Iteration 57Q: 3 clusters Score -8367012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -8367009.500000 Penalty: 3642.772705
	Iteration 58Q: 3 clusters Score -8367010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -8367005.000000 Penalty: 3642.772705
	Iteration 59Q: 3 clusters Score -8367005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -8367014.000000 Penalty: 3642.772705
	Iteration 60F: 3 clusters Score -8367014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -8367017.000000 Penalty: 3642.772705
	Iteration 61Q: 3 clusters Score -8367017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -8367015.500000 Penalty: 3642.772705
	Iteration 62Q: 3 clusters Score -8367016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -8367009.000000 Penalty: 3642.772705
	Iteration 63Q: 3 clusters Score -8367009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -8366996.000000 Penalty: 3642.772705
	Iteration 64Q: 3 clusters Score -8366996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -8366988.500000 Penalty: 3642.772705
	Iteration 65Q: 3 clusters Score -8366988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -8366991.500000 Penalty: 3642.772705
	Iteration 66Q: 3 clusters Score -8366992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -8366980.500000 Penalty: 3642.772705
	Iteration 67Q: 3 clusters Score -8366980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -8366993.500000 Penalty: 3642.772705
	Iteration 68Q: 3 clusters Score -8366994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -8366990.000000 Penalty: 3642.772705
	Iteration 69Q: 3 clusters Score -8366990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -8366994.500000 Penalty: 3642.772705
	Iteration 70Q: 3 clusters Score -8366994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -8366991.000000 Penalty: 3642.772705
	Iteration 71Q: 3 clusters Score -8366991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -8366984.500000 Penalty: 3642.772705
	Iteration 72Q: 3 clusters Score -8366984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -8366975.500000 Penalty: 3642.772705
	Iteration 73Q: 3 clusters Score -8366976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -8366976.000000 Penalty: 3642.772705
	Iteration 74Q: 3 clusters Score -8366976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -8366984.000000 Penalty: 3642.772705
	Iteration 75Q: 3 clusters Score -8366984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -8366985.500000 Penalty: 3642.772705
	Iteration 76Q: 3 clusters Score -8366986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -8366994.000000 Penalty: 3642.772705
	Iteration 77Q: 3 clusters Score -8366994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -8367003.500000 Penalty: 3642.772705
	Iteration 78Q: 3 clusters Score -8367004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -8366989.500000 Penalty: 3642.772705
	Iteration 79Q: 3 clusters Score -8366990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -8366989.000000 Penalty: 3642.772705
	Iteration 80F: 3 clusters Score -8366989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -8366987.000000 Penalty: 3642.772705
	Iteration 81Q: 3 clusters Score -8366987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -8366993.000000 Penalty: 3642.772705
	Iteration 82Q: 3 clusters Score -8366993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -8367003.000000 Penalty: 3642.772705
	Iteration 83Q: 3 clusters Score -8367003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -8366994.500000 Penalty: 3642.772705
	Iteration 84Q: 3 clusters Score -8366994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -8366998.500000 Penalty: 3642.772705
	Iteration 85Q: 3 clusters Score -8366998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -8367000.500000 Penalty: 3642.772705
	Iteration 86Q: 3 clusters Score -8367000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -8367001.500000 Penalty: 3642.772705
	Iteration 87Q: 3 clusters Score -8367002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -8367002.000000 Penalty: 3642.772705
	Iteration 88Q: 3 clusters Score -8367002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -8367002.000000 Penalty: 3642.772705
	Iteration 89F: 3 clusters Score -8367002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1684 members 
Mstep: Class 3 contains 100511 members 
Mstep: Class 4 contains 20060 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 87988 members 
Mstep: Class 7 contains 23221 members 
Mstep: Class 8 contains 17166 members 
Mstep: Class 9 contains 80325 members 
Mstep: Class 10 contains 161558 members 
Mstep: Class 11 contains 58785 members 
Mstep: Class 12 contains 86235 members 
Mstep: Class 13 contains 63547 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 58089 members 
Mstep: Class 16 contains 29117 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 88690 members 
Mstep: Class 19 contains 1933 members 
Entering Unmasked Estep 
Score: -102010888.000000 Penalty: 42366.800781
Splitting cluster 13 changes total score from -101956424.000000 to -102010888.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 14 (3729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Entering Unmasked Estep 
Score: -388278.750000 Penalty: 1336.382935
	Iteration 0F: 2 clusters Score -388278.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -385214.125000 Penalty: 2672.765869
	Iteration 0F: 3 clusters Score -385214.1 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -386437.625000 Penalty: 2672.765869
	Iteration 1F: 3 clusters Score -386437.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -387060.843750 Penalty: 2672.765869
	Iteration 2F: 3 clusters Score -387060.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -387760.843750 Penalty: 2672.765869
	Iteration 3F: 3 clusters Score -387760.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -388716.531250 Penalty: 2672.765869
	Iteration 4F: 3 clusters Score -388716.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -390242.312500 Penalty: 2672.765869
	Iteration 5F: 3 clusters Score -390242.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -391036.156250 Penalty: 2672.765869
	Iteration 6F: 3 clusters Score -391036.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -391194.406250 Penalty: 2672.765869
	Iteration 7F: 3 clusters Score -391194.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -391231.593750 Penalty: 2672.765869
	Iteration 8Q: 3 clusters Score -391231.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -391242.750000 Penalty: 2672.765869
	Iteration 9Q: 3 clusters Score -391242.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -391251.437500 Penalty: 2672.765869
	Iteration 10Q: 3 clusters Score -391251.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -391258.000000 Penalty: 2672.765869
	Iteration 11Q: 3 clusters Score -391258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -391259.750000 Penalty: 2672.765869
	Iteration 12Q: 3 clusters Score -391259.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -391261.593750 Penalty: 2672.765869
	Iteration 13Q: 3 clusters Score -391261.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -391262.781250 Penalty: 2672.765869
	Iteration 14Q: 3 clusters Score -391262.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -391263.750000 Penalty: 2672.765869
	Iteration 15Q: 3 clusters Score -391263.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -391264.281250 Penalty: 2672.765869
	Iteration 16Q: 3 clusters Score -391264.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -391265.625000 Penalty: 2672.765869
	Iteration 17Q: 3 clusters Score -391265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -391265.750000 Penalty: 2672.765869
	Iteration 18Q: 3 clusters Score -391265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -391269.781250 Penalty: 2672.765869
	Iteration 19Q: 3 clusters Score -391269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -391270.562500 Penalty: 2672.765869
	Iteration 20F: 3 clusters Score -391270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -391272.187500 Penalty: 2672.765869
	Iteration 21Q: 3 clusters Score -391272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -391272.125000 Penalty: 2672.765869
	Iteration 22Q: 3 clusters Score -391272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -391272.125000 Penalty: 2672.765869
	Iteration 23F: 3 clusters Score -391272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1684 members 
Mstep: Class 3 contains 100511 members 
Mstep: Class 4 contains 20060 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 87988 members 
Mstep: Class 7 contains 23221 members 
Mstep: Class 8 contains 17166 members 
Mstep: Class 9 contains 80325 members 
Mstep: Class 10 contains 161558 members 
Mstep: Class 11 contains 58785 members 
Mstep: Class 12 contains 86235 members 
Mstep: Class 13 contains 63547 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 58089 members 
Mstep: Class 16 contains 29117 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 88690 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 2756 members 
Entering Unmasked Estep 
Score: -102012600.000000 Penalty: 44596.628906
Splitting cluster 14 changes total score from -101956424.000000 to -102012600.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 15 (58089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Entering Unmasked Estep 
Score: -6402831.000000 Penalty: 1782.581299
	Iteration 0F: 2 clusters Score -6402831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -6364381.500000 Penalty: 3565.162598
	Iteration 0F: 3 clusters Score -6364382 nChanged 27224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -6381742.000000 Penalty: 3565.162598
	Iteration 1F: 3 clusters Score -6381742 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -6385947.000000 Penalty: 3565.162598
	Iteration 2F: 3 clusters Score -6385947 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -6391358.500000 Penalty: 3565.162598
	Iteration 3F: 3 clusters Score -6391358 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -6396490.500000 Penalty: 3565.162598
	Iteration 4F: 3 clusters Score -6396490 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -6400132.000000 Penalty: 3565.162598
	Iteration 5F: 3 clusters Score -6400132 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -6402086.000000 Penalty: 3565.162598
	Iteration 6F: 3 clusters Score -6402086 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -6403215.500000 Penalty: 3565.162598
	Iteration 7Q: 3 clusters Score -6403216 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -6404028.500000 Penalty: 3565.162598
	Iteration 8Q: 3 clusters Score -6404028 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -6404756.000000 Penalty: 3565.162598
	Iteration 9Q: 3 clusters Score -6404756 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -6405541.000000 Penalty: 3565.162598
	Iteration 10Q: 3 clusters Score -6405541 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -6406426.500000 Penalty: 3565.162598
	Iteration 11Q: 3 clusters Score -6406426 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -6407347.500000 Penalty: 3565.162598
	Iteration 12Q: 3 clusters Score -6407348 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -6407856.000000 Penalty: 3565.162598
	Iteration 13Q: 3 clusters Score -6407856 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -6408124.000000 Penalty: 3565.162598
	Iteration 14Q: 3 clusters Score -6408124 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -6408269.500000 Penalty: 3565.162598
	Iteration 15Q: 3 clusters Score -6408270 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -6408380.500000 Penalty: 3565.162598
	Iteration 16Q: 3 clusters Score -6408380 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -6408433.000000 Penalty: 3565.162598
	Iteration 17Q: 3 clusters Score -6408433 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -6408448.000000 Penalty: 3565.162598
	Iteration 18Q: 3 clusters Score -6408448 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -6408460.500000 Penalty: 3565.162598
	Iteration 19Q: 3 clusters Score -6408460 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -6408461.500000 Penalty: 3565.162598
	Iteration 20F: 3 clusters Score -6408462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6408475.000000 Penalty: 3565.162598
	Iteration 21Q: 3 clusters Score -6408475 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -6408478.000000 Penalty: 3565.162598
	Iteration 22Q: 3 clusters Score -6408478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -6408476.500000 Penalty: 3565.162598
	Iteration 23Q: 3 clusters Score -6408476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -6408473.500000 Penalty: 3565.162598
	Iteration 24Q: 3 clusters Score -6408474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -6408474.000000 Penalty: 3565.162598
	Iteration 25Q: 3 clusters Score -6408474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -6408475.000000 Penalty: 3565.162598
	Iteration 26Q: 3 clusters Score -6408475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -6408471.500000 Penalty: 3565.162598
	Iteration 27Q: 3 clusters Score -6408472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -6408483.000000 Penalty: 3565.162598
	Iteration 28Q: 3 clusters Score -6408483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -6408477.500000 Penalty: 3565.162598
	Iteration 29Q: 3 clusters Score -6408478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -6408478.000000 Penalty: 3565.162598
	Iteration 30Q: 3 clusters Score -6408478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -6408475.500000 Penalty: 3565.162598
	Iteration 31Q: 3 clusters Score -6408476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -6408479.000000 Penalty: 3565.162598
	Iteration 32Q: 3 clusters Score -6408479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -6408469.500000 Penalty: 3565.162598
	Iteration 33Q: 3 clusters Score -6408470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -6408475.500000 Penalty: 3565.162598
	Iteration 34Q: 3 clusters Score -6408476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -6408471.000000 Penalty: 3565.162598
	Iteration 35Q: 3 clusters Score -6408471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -6408473.000000 Penalty: 3565.162598
	Iteration 36Q: 3 clusters Score -6408473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -6408474.000000 Penalty: 3565.162598
	Iteration 37Q: 3 clusters Score -6408474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6408475.500000 Penalty: 3565.162598
	Iteration 38Q: 3 clusters Score -6408476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6408475.500000 Penalty: 3565.162598
	Iteration 39F: 3 clusters Score -6408476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1684 members 
Mstep: Class 3 contains 100511 members 
Mstep: Class 4 contains 20060 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 87988 members 
Mstep: Class 7 contains 23221 members 
Mstep: Class 8 contains 17166 members 
Mstep: Class 9 contains 80325 members 
Mstep: Class 10 contains 161558 members 
Mstep: Class 11 contains 58785 members 
Mstep: Class 12 contains 86235 members 
Mstep: Class 13 contains 63547 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 54516 members 
Mstep: Class 16 contains 29117 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 88690 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 2756 members 
Mstep: Class 21 contains 3573 members 
Entering Unmasked Estep 
Score: -102016536.000000 Penalty: 46826.460938
Splitting cluster 15 changes total score from -101956424.000000 to -102016536.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 16 (29117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Entering Unmasked Estep 
Score: -3343097.000000 Penalty: 1670.350098
	Iteration 0F: 2 clusters Score -3343097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3323451.500000 Penalty: 3340.700195
	Iteration 0F: 3 clusters Score -3323452 nChanged 13290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3330965.000000 Penalty: 3340.700195
	Iteration 1F: 3 clusters Score -3330965 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3331429.000000 Penalty: 3340.700195
	Iteration 2Q: 3 clusters Score -3331429 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3332007.000000 Penalty: 3340.700195
	Iteration 3Q: 3 clusters Score -3332007 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -3332729.250000 Penalty: 3340.700195
	Iteration 4F: 3 clusters Score -3332729 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3333631.750000 Penalty: 3340.700195
	Iteration 5F: 3 clusters Score -3333632 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -3334825.500000 Penalty: 3340.700195
	Iteration 6F: 3 clusters Score -3334826 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3336423.000000 Penalty: 3340.700195
	Iteration 7F: 3 clusters Score -3336423 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -3337872.250000 Penalty: 3340.700195
	Iteration 8F: 3 clusters Score -3337872 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -3338816.750000 Penalty: 3340.700195
	Iteration 9Q: 3 clusters Score -3338817 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3339338.000000 Penalty: 3340.700195
	Iteration 10Q: 3 clusters Score -3339338 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3339653.250000 Penalty: 3340.700195
	Iteration 11Q: 3 clusters Score -3339653 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3339837.250000 Penalty: 3340.700195
	Iteration 12Q: 3 clusters Score -3339837 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -3339969.250000 Penalty: 3340.700195
	Iteration 13Q: 3 clusters Score -3339969 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -3340122.750000 Penalty: 3340.700195
	Iteration 14Q: 3 clusters Score -3340123 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3340238.500000 Penalty: 3340.700195
	Iteration 15Q: 3 clusters Score -3340238 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3340366.000000 Penalty: 3340.700195
	Iteration 16Q: 3 clusters Score -3340366 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3340511.000000 Penalty: 3340.700195
	Iteration 17Q: 3 clusters Score -3340511 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3340657.500000 Penalty: 3340.700195
	Iteration 18Q: 3 clusters Score -3340658 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3340798.000000 Penalty: 3340.700195
	Iteration 19Q: 3 clusters Score -3340798 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3340936.500000 Penalty: 3340.700195
	Iteration 20F: 3 clusters Score -3340936 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -3341064.750000 Penalty: 3340.700195
	Iteration 21Q: 3 clusters Score -3341065 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -3341165.500000 Penalty: 3340.700195
	Iteration 22Q: 3 clusters Score -3341166 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -3341267.000000 Penalty: 3340.700195
	Iteration 23Q: 3 clusters Score -3341267 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3341344.500000 Penalty: 3340.700195
	Iteration 24Q: 3 clusters Score -3341344 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3341412.750000 Penalty: 3340.700195
	Iteration 25Q: 3 clusters Score -3341413 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -3341488.500000 Penalty: 3340.700195
	Iteration 26Q: 3 clusters Score -3341488 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3341540.000000 Penalty: 3340.700195
	Iteration 27Q: 3 clusters Score -3341540 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3341591.000000 Penalty: 3340.700195
	Iteration 28Q: 3 clusters Score -3341591 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3341624.500000 Penalty: 3340.700195
	Iteration 29Q: 3 clusters Score -3341624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3341655.750000 Penalty: 3340.700195
	Iteration 30Q: 3 clusters Score -3341656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3341678.750000 Penalty: 3340.700195
	Iteration 31Q: 3 clusters Score -3341679 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3341701.750000 Penalty: 3340.700195
	Iteration 32Q: 3 clusters Score -3341702 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -3341721.000000 Penalty: 3340.700195
	Iteration 33Q: 3 clusters Score -3341721 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -3341741.500000 Penalty: 3340.700195
	Iteration 34Q: 3 clusters Score -3341742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3341751.250000 Penalty: 3340.700195
	Iteration 35Q: 3 clusters Score -3341751 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -3341771.250000 Penalty: 3340.700195
	Iteration 36Q: 3 clusters Score -3341771 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3341786.000000 Penalty: 3340.700195
	Iteration 37Q: 3 clusters Score -3341786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3341813.000000 Penalty: 3340.700195
	Iteration 38Q: 3 clusters Score -3341813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3341820.500000 Penalty: 3340.700195
	Iteration 39Q: 3 clusters Score -3341820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3341828.750000 Penalty: 3340.700195
	Iteration 40F: 3 clusters Score -3341829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3341826.000000 Penalty: 3340.700195
	Iteration 41Q: 3 clusters Score -3341826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3341834.500000 Penalty: 3340.700195
	Iteration 42Q: 3 clusters Score -3341834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3341838.500000 Penalty: 3340.700195
	Iteration 43Q: 3 clusters Score -3341838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -3341843.500000 Penalty: 3340.700195
	Iteration 44Q: 3 clusters Score -3341844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -3341848.000000 Penalty: 3340.700195
	Iteration 45Q: 3 clusters Score -3341848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -3341854.500000 Penalty: 3340.700195
	Iteration 46Q: 3 clusters Score -3341854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3341866.500000 Penalty: 3340.700195
	Iteration 47Q: 3 clusters Score -3341866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -3341863.500000 Penalty: 3340.700195
	Iteration 48Q: 3 clusters Score -3341864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -3341869.500000 Penalty: 3340.700195
	Iteration 49Q: 3 clusters Score -3341870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3341882.750000 Penalty: 3340.700195
	Iteration 50Q: 3 clusters Score -3341883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -3341886.250000 Penalty: 3340.700195
	Iteration 51Q: 3 clusters Score -3341886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3341889.000000 Penalty: 3340.700195
	Iteration 52Q: 3 clusters Score -3341889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -3341895.500000 Penalty: 3340.700195
	Iteration 53Q: 3 clusters Score -3341896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -3341896.000000 Penalty: 3340.700195
	Iteration 54Q: 3 clusters Score -3341896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3341893.500000 Penalty: 3340.700195
	Iteration 55Q: 3 clusters Score -3341894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3341892.500000 Penalty: 3340.700195
	Iteration 56Q: 3 clusters Score -3341892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3341894.000000 Penalty: 3340.700195
	Iteration 57Q: 3 clusters Score -3341894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3341895.250000 Penalty: 3340.700195
	Iteration 58Q: 3 clusters Score -3341895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3341894.000000 Penalty: 3340.700195
	Iteration 59Q: 3 clusters Score -3341894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3341894.000000 Penalty: 3340.700195
	Iteration 60F: 3 clusters Score -3341894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (88690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Entering Unmasked Estep 
Score: -10238082.000000 Penalty: 1851.346680
	Iteration 0F: 2 clusters Score -1.023808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -10179626.000000 Penalty: 3702.693359
	Iteration 0F: 3 clusters Score -1.017963e+07 nChanged 42405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -10204551.000000 Penalty: 3702.693359
	Iteration 1F: 3 clusters Score -1.020455e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -10205560.000000 Penalty: 3702.693359
	Iteration 2Q: 3 clusters Score -1.020556e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -10206702.000000 Penalty: 3702.693359
	Iteration 3Q: 3 clusters Score -1.02067e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -10208388.000000 Penalty: 3702.693359
	Iteration 4Q: 3 clusters Score -1.020839e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -10210866.000000 Penalty: 3702.693359
	Iteration 5F: 3 clusters Score -1.021087e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -10214987.000000 Penalty: 3702.693359
	Iteration 6F: 3 clusters Score -1.021499e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 72130 members 
Entering Unmasked Estep 
Score: -10221369.000000 Penalty: 3702.693359
	Iteration 7F: 3 clusters Score -1.022137e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -10228390.000000 Penalty: 3702.693359
	Iteration 8F: 3 clusters Score -1.022839e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -10233242.000000 Penalty: 3702.693359
	Iteration 9F: 3 clusters Score -1.023324e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -10235337.000000 Penalty: 3702.693359
	Iteration 10Q: 3 clusters Score -1.023534e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -10235987.000000 Penalty: 3702.693359
	Iteration 11Q: 3 clusters Score -1.023599e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 88436 members 
Entering Unmasked Estep 
Score: -10236293.000000 Penalty: 3702.693359
	Iteration 12Q: 3 clusters Score -1.023629e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 88486 members 
Entering Unmasked Estep 
Score: -10236364.000000 Penalty: 3702.693359
	Iteration 13Q: 3 clusters Score -1.023636e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 88503 members 
Entering Unmasked Estep 
Score: -10236401.000000 Penalty: 3702.693359
	Iteration 14Q: 3 clusters Score -1.02364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 88513 members 
Entering Unmasked Estep 
Score: -10236416.000000 Penalty: 3702.693359
	Iteration 15Q: 3 clusters Score -1.023642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 88518 members 
Entering Unmasked Estep 
Score: -10236432.000000 Penalty: 3702.693359
	Iteration 16Q: 3 clusters Score -1.023643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 88523 members 
Entering Unmasked Estep 
Score: -10236436.000000 Penalty: 3702.693359
	Iteration 17Q: 3 clusters Score -1.023644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -10236445.000000 Penalty: 3702.693359
	Iteration 18Q: 3 clusters Score -1.023644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 88528 members 
Entering Unmasked Estep 
Score: -10236458.000000 Penalty: 3702.693359
	Iteration 19Q: 3 clusters Score -1.023646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 88528 members 
Entering Unmasked Estep 
Score: -10236456.000000 Penalty: 3702.693359
	Iteration 20F: 3 clusters Score -1.023646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 88530 members 
Entering Unmasked Estep 
Score: -10236460.000000 Penalty: 3702.693359
	Iteration 21Q: 3 clusters Score -1.023646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 88530 members 
Entering Unmasked Estep 
Score: -10236468.000000 Penalty: 3702.693359
	Iteration 22Q: 3 clusters Score -1.023647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 88532 members 
Entering Unmasked Estep 
Score: -10236465.000000 Penalty: 3702.693359
	Iteration 23Q: 3 clusters Score -1.023646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 88532 members 
Entering Unmasked Estep 
Score: -10236480.000000 Penalty: 3702.693359
	Iteration 24Q: 3 clusters Score -1.023648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 88532 members 
Entering Unmasked Estep 
Score: -10236477.000000 Penalty: 3702.693359
	Iteration 25Q: 3 clusters Score -1.023648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 88534 members 
Entering Unmasked Estep 
Score: -10236487.000000 Penalty: 3702.693359
	Iteration 26Q: 3 clusters Score -1.023649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 88534 members 
Entering Unmasked Estep 
Score: -10236487.000000 Penalty: 3702.693359
	Iteration 27F: 3 clusters Score -1.023649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Entering Unmasked Estep 
Score: -226798.312500 Penalty: 1229.609619
	Iteration 0F: 2 clusters Score -226798.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -224738.671875 Penalty: 2459.219238
	Iteration 0F: 3 clusters Score -224738.7 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -225163.312500 Penalty: 2459.219238
	Iteration 1F: 3 clusters Score -225163.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -225263.921875 Penalty: 2459.219238
	Iteration 2F: 3 clusters Score -225263.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -225315.187500 Penalty: 2459.219238
	Iteration 3Q: 3 clusters Score -225315.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -225348.953125 Penalty: 2459.219238
	Iteration 4Q: 3 clusters Score -225349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -225373.015625 Penalty: 2459.219238
	Iteration 5Q: 3 clusters Score -225373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -225387.750000 Penalty: 2459.219238
	Iteration 6Q: 3 clusters Score -225387.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -225399.093750 Penalty: 2459.219238
	Iteration 7Q: 3 clusters Score -225399.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -225409.171875 Penalty: 2459.219238
	Iteration 8Q: 3 clusters Score -225409.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -225418.187500 Penalty: 2459.219238
	Iteration 9Q: 3 clusters Score -225418.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -225422.796875 Penalty: 2459.219238
	Iteration 10Q: 3 clusters Score -225422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -225425.406250 Penalty: 2459.219238
	Iteration 11Q: 3 clusters Score -225425.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -225431.890625 Penalty: 2459.219238
	Iteration 12Q: 3 clusters Score -225431.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -225437.562500 Penalty: 2459.219238
	Iteration 13Q: 3 clusters Score -225437.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -225446.593750 Penalty: 2459.219238
	Iteration 14Q: 3 clusters Score -225446.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -225453.687500 Penalty: 2459.219238
	Iteration 15Q: 3 clusters Score -225453.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -225458.375000 Penalty: 2459.219238
	Iteration 16Q: 3 clusters Score -225458.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -225463.281250 Penalty: 2459.219238
	Iteration 17Q: 3 clusters Score -225463.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -225468.125000 Penalty: 2459.219238
	Iteration 18Q: 3 clusters Score -225468.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -225473.031250 Penalty: 2459.219238
	Iteration 19Q: 3 clusters Score -225473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -225476.562500 Penalty: 2459.219238
	Iteration 20F: 3 clusters Score -225476.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -225480.593750 Penalty: 2459.219238
	Iteration 21Q: 3 clusters Score -225480.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -225486.937500 Penalty: 2459.219238
	Iteration 22Q: 3 clusters Score -225486.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -225491.359375 Penalty: 2459.219238
	Iteration 23Q: 3 clusters Score -225491.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -225494.312500 Penalty: 2459.219238
	Iteration 24Q: 3 clusters Score -225494.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -225496.812500 Penalty: 2459.219238
	Iteration 25Q: 3 clusters Score -225496.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -225500.578125 Penalty: 2459.219238
	Iteration 26Q: 3 clusters Score -225500.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -225503.390625 Penalty: 2459.219238
	Iteration 27Q: 3 clusters Score -225503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -225506.625000 Penalty: 2459.219238
	Iteration 28Q: 3 clusters Score -225506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -225508.781250 Penalty: 2459.219238
	Iteration 29Q: 3 clusters Score -225508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -225512.515625 Penalty: 2459.219238
	Iteration 30Q: 3 clusters Score -225512.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -225516.234375 Penalty: 2459.219238
	Iteration 31Q: 3 clusters Score -225516.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -225519.593750 Penalty: 2459.219238
	Iteration 32Q: 3 clusters Score -225519.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -225522.515625 Penalty: 2459.219238
	Iteration 33Q: 3 clusters Score -225522.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -225525.796875 Penalty: 2459.219238
	Iteration 34Q: 3 clusters Score -225525.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -225528.906250 Penalty: 2459.219238
	Iteration 35Q: 3 clusters Score -225528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -225530.343750 Penalty: 2459.219238
	Iteration 36Q: 3 clusters Score -225530.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -225531.406250 Penalty: 2459.219238
	Iteration 37Q: 3 clusters Score -225531.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -225531.406250 Penalty: 2459.219238
	Iteration 38F: 3 clusters Score -225531.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1684 members 
Mstep: Class 3 contains 100511 members 
Mstep: Class 4 contains 20060 members 
Mstep: Class 6 contains 87988 members 
Mstep: Class 8 contains 17166 members 
Mstep: Class 9 contains 80325 members 
Mstep: Class 10 contains 161558 members 
Mstep: Class 13 contains 63547 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 54516 members 
Mstep: Class 16 contains 29117 members 
Mstep: Class 18 contains 88690 members 
Mstep: Class 19 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102032512.000000 Penalty: 46826.460938
Iteration 39Q: 22 clusters Score -1.020325e+08 nChanged 37181
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2183 members 
Mstep: Class 3 contains 103530 members 
Mstep: Class 4 contains 20509 members 
Mstep: Class 5 contains 669 members 
Mstep: Class 6 contains 92630 members 
Mstep: Class 7 contains 23318 members 
Mstep: Class 8 contains 16939 members 
Mstep: Class 9 contains 73864 members 
Mstep: Class 10 contains 164321 members 
Mstep: Class 11 contains 57446 members 
Mstep: Class 12 contains 84005 members 
Mstep: Class 13 contains 63562 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 52106 members 
Mstep: Class 16 contains 29317 members 
Mstep: Class 17 contains 10016 members 
Mstep: Class 18 contains 90431 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 2635 members 
Mstep: Class 21 contains 3580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2207.898193 but Gain 2229.832031
Score: -102040432.000000 Penalty: 44596.628906
Iteration 40F: 21 clusters Score -1.020404e+08 nChanged 26277
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 2652 members 
Mstep: Class 3 contains 105826 members 
Mstep: Class 4 contains 20263 members 
Mstep: Class 5 contains 713 members 
Mstep: Class 6 contains 94577 members 
Mstep: Class 7 contains 23565 members 
Mstep: Class 8 contains 16224 members 
Mstep: Class 9 contains 69008 members 
Mstep: Class 10 contains 164904 members 
Mstep: Class 11 contains 58232 members 
Mstep: Class 12 contains 87089 members 
Mstep: Class 13 contains 62223 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 50361 members 
Mstep: Class 16 contains 28729 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 92065 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 3540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102046144.000000 Penalty: 44596.628906
Iteration 41Q: 21 clusters Score -1.020461e+08 nChanged 18101
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 107938 members 
Mstep: Class 4 contains 20256 members 
Mstep: Class 5 contains 734 members 
Mstep: Class 6 contains 95600 members 
Mstep: Class 7 contains 23711 members 
Mstep: Class 8 contains 15702 members 
Mstep: Class 9 contains 64937 members 
Mstep: Class 10 contains 164213 members 
Mstep: Class 11 contains 59207 members 
Mstep: Class 12 contains 89583 members 
Mstep: Class 13 contains 60629 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 49101 members 
Mstep: Class 16 contains 28337 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 93393 members 
Mstep: Class 20 contains 3097 members 
Mstep: Class 21 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102048808.000000 Penalty: 44596.628906
Iteration 42Q: 21 clusters Score -1.020488e+08 nChanged 15537
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 109633 members 
Mstep: Class 4 contains 20325 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 96545 members 
Mstep: Class 7 contains 23800 members 
Mstep: Class 8 contains 15248 members 
Mstep: Class 9 contains 61286 members 
Mstep: Class 10 contains 163638 members 
Mstep: Class 11 contains 60248 members 
Mstep: Class 12 contains 91772 members 
Mstep: Class 13 contains 58904 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 48063 members 
Mstep: Class 16 contains 27957 members 
Mstep: Class 17 contains 10631 members 
Mstep: Class 18 contains 94733 members 
Mstep: Class 20 contains 3173 members 
Mstep: Class 21 contains 3538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102052336.000000 Penalty: 44596.628906
Iteration 43Q: 21 clusters Score -1.020523e+08 nChanged 14342
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 111203 members 
Mstep: Class 4 contains 20424 members 
Mstep: Class 5 contains 770 members 
Mstep: Class 6 contains 97500 members 
Mstep: Class 7 contains 23783 members 
Mstep: Class 8 contains 14862 members 
Mstep: Class 9 contains 57842 members 
Mstep: Class 10 contains 163118 members 
Mstep: Class 11 contains 61299 members 
Mstep: Class 12 contains 93736 members 
Mstep: Class 13 contains 57173 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 47185 members 
Mstep: Class 16 contains 27617 members 
Mstep: Class 17 contains 10813 members 
Mstep: Class 18 contains 96150 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 3541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102054440.000000 Penalty: 44596.628906
Iteration 44Q: 21 clusters Score -1.020544e+08 nChanged 13365
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 3191 members 
Mstep: Class 3 contains 112540 members 
Mstep: Class 4 contains 20505 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 98315 members 
Mstep: Class 7 contains 23789 members 
Mstep: Class 8 contains 14527 members 
Mstep: Class 9 contains 54713 members 
Mstep: Class 10 contains 162717 members 
Mstep: Class 11 contains 62341 members 
Mstep: Class 12 contains 95582 members 
Mstep: Class 13 contains 55399 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 46422 members 
Mstep: Class 16 contains 27351 members 
Mstep: Class 17 contains 10937 members 
Mstep: Class 18 contains 97557 members 
Mstep: Class 20 contains 3272 members 
Mstep: Class 21 contains 3546 members 
Entering Unmasked Estep 
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Iteration 45Q: 21 clusters Score -1.020577e+08 nChanged 12655
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 3195 members 
Mstep: Class 3 contains 113641 members 
Mstep: Class 4 contains 20601 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 99168 members 
Mstep: Class 7 contains 23795 members 
Mstep: Class 8 contains 14236 members 
Mstep: Class 9 contains 51785 members 
Mstep: Class 10 contains 162316 members 
Mstep: Class 11 contains 63375 members 
Mstep: Class 12 contains 97272 members 
Mstep: Class 13 contains 53774 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 45766 members 
Mstep: Class 16 contains 27153 members 
Mstep: Class 17 contains 10999 members 
Mstep: Class 18 contains 98823 members 
Mstep: Class 20 contains 3314 members 
Mstep: Class 21 contains 3548 members 
Entering Unmasked Estep 
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Iteration 46Q: 21 clusters Score -1.0206e+08 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 114511 members 
Mstep: Class 4 contains 20666 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 100132 members 
Mstep: Class 7 contains 23723 members 
Mstep: Class 8 contains 13953 members 
Mstep: Class 9 contains 49150 members 
Mstep: Class 10 contains 162070 members 
Mstep: Class 11 contains 64336 members 
Mstep: Class 12 contains 98784 members 
Mstep: Class 13 contains 52379 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 45185 members 
Mstep: Class 16 contains 26951 members 
Mstep: Class 17 contains 11044 members 
Mstep: Class 18 contains 99871 members 
Mstep: Class 20 contains 3347 members 
Mstep: Class 21 contains 3542 members 
Entering Unmasked Estep 
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Iteration 47Q: 21 clusters Score -1.02062e+08 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 3200 members 
Mstep: Class 3 contains 115090 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 101177 members 
Mstep: Class 7 contains 23608 members 
Mstep: Class 8 contains 13698 members 
Mstep: Class 9 contains 46859 members 
Mstep: Class 10 contains 161943 members 
Mstep: Class 11 contains 65190 members 
Mstep: Class 12 contains 100172 members 
Mstep: Class 13 contains 51163 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 44654 members 
Mstep: Class 16 contains 26782 members 
Mstep: Class 17 contains 11079 members 
Mstep: Class 18 contains 100704 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 3535 members 
Entering Unmasked Estep 
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Iteration 48Q: 21 clusters Score -1.020636e+08 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 3195 members 
Mstep: Class 3 contains 115451 members 
Mstep: Class 4 contains 20662 members 
Mstep: Class 5 contains 789 members 
Mstep: Class 6 contains 102148 members 
Mstep: Class 7 contains 23452 members 
Mstep: Class 8 contains 13466 members 
Mstep: Class 9 contains 44968 members 
Mstep: Class 10 contains 161825 members 
Mstep: Class 11 contains 65977 members 
Mstep: Class 12 contains 101431 members 
Mstep: Class 13 contains 50225 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 44184 members 
Mstep: Class 16 contains 26589 members 
Mstep: Class 17 contains 11111 members 
Mstep: Class 18 contains 101345 members 
Mstep: Class 20 contains 3406 members 
Mstep: Class 21 contains 3533 members 
Entering Unmasked Estep 
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Iteration 49Q: 21 clusters Score -1.020643e+08 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 3187 members 
Mstep: Class 3 contains 115609 members 
Mstep: Class 4 contains 20603 members 
Mstep: Class 5 contains 787 members 
Mstep: Class 6 contains 103167 members 
Mstep: Class 7 contains 23232 members 
Mstep: Class 8 contains 13258 members 
Mstep: Class 9 contains 43313 members 
Mstep: Class 10 contains 161748 members 
Mstep: Class 11 contains 66720 members 
Mstep: Class 12 contains 102577 members 
Mstep: Class 13 contains 49577 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 43704 members 
Mstep: Class 16 contains 26393 members 
Mstep: Class 17 contains 11101 members 
Mstep: Class 18 contains 101887 members 
Mstep: Class 20 contains 3428 members 
Mstep: Class 21 contains 3532 members 
Entering Unmasked Estep 
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Iteration 50Q: 21 clusters Score -1.020651e+08 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 3166 members 
Mstep: Class 3 contains 115700 members 
Mstep: Class 4 contains 20513 members 
Mstep: Class 5 contains 789 members 
Mstep: Class 6 contains 104084 members 
Mstep: Class 7 contains 22917 members 
Mstep: Class 8 contains 13065 members 
Mstep: Class 9 contains 42029 members 
Mstep: Class 10 contains 161642 members 
Mstep: Class 11 contains 67373 members 
Mstep: Class 12 contains 103593 members 
Mstep: Class 13 contains 49097 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 43310 members 
Mstep: Class 16 contains 26238 members 
Mstep: Class 17 contains 11076 members 
Mstep: Class 18 contains 102303 members 
Mstep: Class 20 contains 3453 members 
Mstep: Class 21 contains 3533 members 
Entering Unmasked Estep 
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Iteration 51Q: 21 clusters Score -1.020664e+08 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 115674 members 
Mstep: Class 4 contains 20408 members 
Mstep: Class 5 contains 790 members 
Mstep: Class 6 contains 104981 members 
Mstep: Class 7 contains 22508 members 
Mstep: Class 8 contains 12897 members 
Mstep: Class 9 contains 41101 members 
Mstep: Class 10 contains 161469 members 
Mstep: Class 11 contains 67890 members 
Mstep: Class 12 contains 104594 members 
Mstep: Class 13 contains 48725 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 42979 members 
Mstep: Class 16 contains 26081 members 
Mstep: Class 17 contains 11053 members 
Mstep: Class 18 contains 102634 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 3531 members 
Entering Unmasked Estep 
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Iteration 52Q: 21 clusters Score -1.020677e+08 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 115595 members 
Mstep: Class 4 contains 20288 members 
Mstep: Class 5 contains 791 members 
Mstep: Class 6 contains 105838 members 
Mstep: Class 7 contains 22044 members 
Mstep: Class 8 contains 12748 members 
Mstep: Class 9 contains 40450 members 
Mstep: Class 10 contains 161314 members 
Mstep: Class 11 contains 68270 members 
Mstep: Class 12 contains 105494 members 
Mstep: Class 13 contains 48437 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 42699 members 
Mstep: Class 16 contains 25931 members 
Mstep: Class 17 contains 11005 members 
Mstep: Class 18 contains 102928 members 
Mstep: Class 20 contains 3476 members 
Mstep: Class 21 contains 3531 members 
Entering Unmasked Estep 
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Iteration 53Q: 21 clusters Score -1.020688e+08 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 115358 members 
Mstep: Class 4 contains 20153 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 106764 members 
Mstep: Class 7 contains 21543 members 
Mstep: Class 8 contains 12609 members 
Mstep: Class 9 contains 40072 members 
Mstep: Class 10 contains 161132 members 
Mstep: Class 11 contains 68500 members 
Mstep: Class 12 contains 106309 members 
Mstep: Class 13 contains 48237 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 42470 members 
Mstep: Class 16 contains 25802 members 
Mstep: Class 17 contains 10968 members 
Mstep: Class 18 contains 103192 members 
Mstep: Class 20 contains 3484 members 
Mstep: Class 21 contains 3529 members 
Entering Unmasked Estep 
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Iteration 54Q: 21 clusters Score -1.020698e+08 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 3109 members 
Mstep: Class 3 contains 115017 members 
Mstep: Class 4 contains 20007 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 107586 members 
Mstep: Class 7 contains 20987 members 
Mstep: Class 8 contains 12478 members 
Mstep: Class 9 contains 39933 members 
Mstep: Class 10 contains 160985 members 
Mstep: Class 11 contains 68737 members 
Mstep: Class 12 contains 107051 members 
Mstep: Class 13 contains 48085 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 42257 members 
Mstep: Class 16 contains 25682 members 
Mstep: Class 17 contains 10941 members 
Mstep: Class 18 contains 103403 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 3528 members 
Entering Unmasked Estep 
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Iteration 55Q: 21 clusters Score -1.020705e+08 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 3109 members 
Mstep: Class 3 contains 114632 members 
Mstep: Class 4 contains 19883 members 
Mstep: Class 5 contains 792 members 
Mstep: Class 6 contains 108330 members 
Mstep: Class 7 contains 20420 members 
Mstep: Class 8 contains 12361 members 
Mstep: Class 9 contains 39998 members 
Mstep: Class 10 contains 160815 members 
Mstep: Class 11 contains 68932 members 
Mstep: Class 12 contains 107740 members 
Mstep: Class 13 contains 47958 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 42086 members 
Mstep: Class 16 contains 25560 members 
Mstep: Class 17 contains 10917 members 
Mstep: Class 18 contains 103571 members 
Mstep: Class 20 contains 3493 members 
Mstep: Class 21 contains 3528 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -1.020715e+08 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 114227 members 
Mstep: Class 4 contains 19747 members 
Mstep: Class 5 contains 791 members 
Mstep: Class 6 contains 108922 members 
Mstep: Class 7 contains 19845 members 
Mstep: Class 8 contains 12251 members 
Mstep: Class 9 contains 40181 members 
Mstep: Class 10 contains 160671 members 
Mstep: Class 11 contains 69138 members 
Mstep: Class 12 contains 108431 members 
Mstep: Class 13 contains 47841 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 41941 members 
Mstep: Class 16 contains 25428 members 
Mstep: Class 17 contains 10891 members 
Mstep: Class 18 contains 103698 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 3525 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -1.02072e+08 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 3081 members 
Mstep: Class 3 contains 113811 members 
Mstep: Class 4 contains 19604 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 109388 members 
Mstep: Class 7 contains 19246 members 
Mstep: Class 8 contains 12147 members 
Mstep: Class 9 contains 40580 members 
Mstep: Class 10 contains 160575 members 
Mstep: Class 11 contains 69321 members 
Mstep: Class 12 contains 109060 members 
Mstep: Class 13 contains 47736 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 41799 members 
Mstep: Class 16 contains 25304 members 
Mstep: Class 17 contains 10877 members 
Mstep: Class 18 contains 103797 members 
Mstep: Class 20 contains 3506 members 
Mstep: Class 21 contains 3521 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -1.020724e+08 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 113406 members 
Mstep: Class 4 contains 19442 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 109828 members 
Mstep: Class 7 contains 18635 members 
Mstep: Class 8 contains 12038 members 
Mstep: Class 9 contains 41088 members 
Mstep: Class 10 contains 160473 members 
Mstep: Class 11 contains 69442 members 
Mstep: Class 12 contains 109701 members 
Mstep: Class 13 contains 47653 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 41678 members 
Mstep: Class 16 contains 25192 members 
Mstep: Class 17 contains 10850 members 
Mstep: Class 18 contains 103876 members 
Mstep: Class 20 contains 3517 members 
Mstep: Class 21 contains 3516 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -1.02073e+08 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 112961 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 110109 members 
Mstep: Class 7 contains 18013 members 
Mstep: Class 8 contains 11921 members 
Mstep: Class 9 contains 41846 members 
Mstep: Class 10 contains 160379 members 
Mstep: Class 11 contains 69517 members 
Mstep: Class 12 contains 110362 members 
Mstep: Class 13 contains 47589 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 41548 members 
Mstep: Class 16 contains 25078 members 
Mstep: Class 17 contains 10826 members 
Mstep: Class 18 contains 103922 members 
Mstep: Class 20 contains 3534 members 
Mstep: Class 21 contains 3513 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -1.020744e+08 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3052 members 
Mstep: Class 3 contains 112494 members 
Mstep: Class 4 contains 19118 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 110427 members 
Mstep: Class 7 contains 17371 members 
Mstep: Class 8 contains 11808 members 
Mstep: Class 9 contains 42707 members 
Mstep: Class 10 contains 160244 members 
Mstep: Class 11 contains 69497 members 
Mstep: Class 12 contains 111019 members 
Mstep: Class 13 contains 47530 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 41442 members 
Mstep: Class 16 contains 24965 members 
Mstep: Class 17 contains 10804 members 
Mstep: Class 18 contains 103981 members 
Mstep: Class 20 contains 3552 members 
Mstep: Class 21 contains 3509 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -1.020748e+08 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 112085 members 
Mstep: Class 4 contains 18923 members 
Mstep: Class 5 contains 789 members 
Mstep: Class 6 contains 110682 members 
Mstep: Class 7 contains 16738 members 
Mstep: Class 8 contains 11694 members 
Mstep: Class 9 contains 43621 members 
Mstep: Class 10 contains 160138 members 
Mstep: Class 11 contains 69434 members 
Mstep: Class 12 contains 111629 members 
Mstep: Class 13 contains 47486 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 41349 members 
Mstep: Class 16 contains 24886 members 
Mstep: Class 17 contains 10785 members 
Mstep: Class 18 contains 104031 members 
Mstep: Class 20 contains 3568 members 
Mstep: Class 21 contains 3500 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -1.020753e+08 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 3030 members 
Mstep: Class 3 contains 111645 members 
Mstep: Class 4 contains 18712 members 
Mstep: Class 5 contains 789 members 
Mstep: Class 6 contains 110793 members 
Mstep: Class 7 contains 16120 members 
Mstep: Class 8 contains 11587 members 
Mstep: Class 9 contains 44738 members 
Mstep: Class 10 contains 160038 members 
Mstep: Class 11 contains 69315 members 
Mstep: Class 12 contains 112215 members 
Mstep: Class 13 contains 47442 members 
Mstep: Class 14 contains 1000 members 
Mstep: Class 15 contains 41252 members 
Mstep: Class 16 contains 24822 members 
Mstep: Class 17 contains 10776 members 
Mstep: Class 18 contains 104084 members 
Mstep: Class 20 contains 3577 members 
Mstep: Class 21 contains 3498 members 
Entering Unmasked Estep 
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Iteration 63Q: 21 clusters Score -1.020762e+08 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 3016 members 
Mstep: Class 3 contains 110961 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 790 members 
Mstep: Class 6 contains 110828 members 
Mstep: Class 7 contains 15543 members 
Mstep: Class 8 contains 11490 members 
Mstep: Class 9 contains 46093 members 
Mstep: Class 10 contains 159881 members 
Mstep: Class 11 contains 69183 members 
Mstep: Class 12 contains 112787 members 
Mstep: Class 13 contains 47403 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 41176 members 
Mstep: Class 16 contains 24763 members 
Mstep: Class 17 contains 10768 members 
Mstep: Class 18 contains 104145 members 
Mstep: Class 20 contains 3578 members 
Mstep: Class 21 contains 3499 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -1.020771e+08 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 3 contains 110186 members 
Mstep: Class 4 contains 18380 members 
Mstep: Class 5 contains 791 members 
Mstep: Class 6 contains 110797 members 
Mstep: Class 7 contains 14959 members 
Mstep: Class 8 contains 11397 members 
Mstep: Class 9 contains 47587 members 
Mstep: Class 10 contains 159807 members 
Mstep: Class 11 contains 69093 members 
Mstep: Class 12 contains 113316 members 
Mstep: Class 13 contains 47370 members 
Mstep: Class 14 contains 1000 members 
Mstep: Class 15 contains 41087 members 
Mstep: Class 16 contains 24674 members 
Mstep: Class 17 contains 10757 members 
Mstep: Class 18 contains 104182 members 
Mstep: Class 20 contains 3582 members 
Mstep: Class 21 contains 3497 members 
Entering Unmasked Estep 
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Iteration 65Q: 21 clusters Score -1.02078e+08 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 2993 members 
Mstep: Class 3 contains 109470 members 
Mstep: Class 4 contains 18214 members 
Mstep: Class 5 contains 793 members 
Mstep: Class 6 contains 110638 members 
Mstep: Class 7 contains 14391 members 
Mstep: Class 8 contains 11336 members 
Mstep: Class 9 contains 49169 members 
Mstep: Class 10 contains 159718 members 
Mstep: Class 11 contains 68987 members 
Mstep: Class 12 contains 113812 members 
Mstep: Class 13 contains 47347 members 
Mstep: Class 14 contains 1000 members 
Mstep: Class 15 contains 41002 members 
Mstep: Class 16 contains 24597 members 
Mstep: Class 17 contains 10753 members 
Mstep: Class 18 contains 104207 members 
Mstep: Class 20 contains 3586 members 
Mstep: Class 21 contains 3497 members 
Entering Unmasked Estep 
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Iteration 66Q: 21 clusters Score -1.020787e+08 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 2973 members 
Mstep: Class 3 contains 108706 members 
Mstep: Class 4 contains 18029 members 
Mstep: Class 5 contains 791 members 
Mstep: Class 6 contains 110379 members 
Mstep: Class 7 contains 13881 members 
Mstep: Class 8 contains 11290 members 
Mstep: Class 9 contains 50824 members 
Mstep: Class 10 contains 159614 members 
Mstep: Class 11 contains 68896 members 
Mstep: Class 12 contains 114312 members 
Mstep: Class 13 contains 47331 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 40929 members 
Mstep: Class 16 contains 24515 members 
Mstep: Class 17 contains 10750 members 
Mstep: Class 18 contains 104238 members 
Mstep: Class 20 contains 3589 members 
Mstep: Class 21 contains 3494 members 
Entering Unmasked Estep 
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Iteration 67Q: 21 clusters Score -1.020793e+08 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 2960 members 
Mstep: Class 3 contains 107931 members 
Mstep: Class 4 contains 17829 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 110119 members 
Mstep: Class 7 contains 13390 members 
Mstep: Class 8 contains 11236 members 
Mstep: Class 9 contains 52466 members 
Mstep: Class 10 contains 159492 members 
Mstep: Class 11 contains 68795 members 
Mstep: Class 12 contains 114828 members 
Mstep: Class 13 contains 47329 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 24450 members 
Mstep: Class 17 contains 10743 members 
Mstep: Class 18 contains 104264 members 
Mstep: Class 20 contains 3596 members 
Mstep: Class 21 contains 3492 members 
Entering Unmasked Estep 
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Iteration 68Q: 21 clusters Score -1.020801e+08 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 107232 members 
Mstep: Class 4 contains 17653 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 109829 members 
Mstep: Class 7 contains 12907 members 
Mstep: Class 8 contains 11181 members 
Mstep: Class 9 contains 54004 members 
Mstep: Class 10 contains 159381 members 
Mstep: Class 11 contains 68775 members 
Mstep: Class 12 contains 115303 members 
Mstep: Class 13 contains 47323 members 
Mstep: Class 14 contains 1000 members 
Mstep: Class 15 contains 40798 members 
Mstep: Class 16 contains 24377 members 
Mstep: Class 17 contains 10736 members 
Mstep: Class 18 contains 104273 members 
Mstep: Class 20 contains 3600 members 
Mstep: Class 21 contains 3490 members 
Entering Unmasked Estep 
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Iteration 69Q: 21 clusters Score -1.020805e+08 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 106575 members 
Mstep: Class 4 contains 17452 members 
Mstep: Class 5 contains 787 members 
Mstep: Class 6 contains 109591 members 
Mstep: Class 7 contains 12473 members 
Mstep: Class 8 contains 11122 members 
Mstep: Class 9 contains 55378 members 
Mstep: Class 10 contains 159259 members 
Mstep: Class 11 contains 68762 members 
Mstep: Class 12 contains 115818 members 
Mstep: Class 13 contains 47323 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 40735 members 
Mstep: Class 16 contains 24295 members 
Mstep: Class 17 contains 10727 members 
Mstep: Class 18 contains 104293 members 
Mstep: Class 20 contains 3603 members 
Mstep: Class 21 contains 3491 members 
Entering Unmasked Estep 
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Iteration 70Q: 21 clusters Score -1.020811e+08 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 106000 members 
Mstep: Class 4 contains 17271 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 109361 members 
Mstep: Class 7 contains 12084 members 
Mstep: Class 8 contains 11067 members 
Mstep: Class 9 contains 56599 members 
Mstep: Class 10 contains 159149 members 
Mstep: Class 11 contains 68745 members 
Mstep: Class 12 contains 116284 members 
Mstep: Class 13 contains 47309 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 40686 members 
Mstep: Class 16 contains 24231 members 
Mstep: Class 17 contains 10723 members 
Mstep: Class 18 contains 104316 members 
Mstep: Class 20 contains 3602 members 
Mstep: Class 21 contains 3491 members 
Entering Unmasked Estep 
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Iteration 71Q: 21 clusters Score -1.020814e+08 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 105504 members 
Mstep: Class 4 contains 17065 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 109198 members 
Mstep: Class 7 contains 11719 members 
Mstep: Class 8 contains 11025 members 
Mstep: Class 9 contains 57687 members 
Mstep: Class 10 contains 159029 members 
Mstep: Class 11 contains 68698 members 
Mstep: Class 12 contains 116813 members 
Mstep: Class 13 contains 47286 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 40621 members 
Mstep: Class 16 contains 24144 members 
Mstep: Class 17 contains 10721 members 
Mstep: Class 18 contains 104338 members 
Mstep: Class 20 contains 3607 members 
Mstep: Class 21 contains 3489 members 
Entering Unmasked Estep 
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Iteration 72Q: 21 clusters Score -1.020816e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 105087 members 
Mstep: Class 4 contains 16867 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 108947 members 
Mstep: Class 7 contains 11392 members 
Mstep: Class 8 contains 10984 members 
Mstep: Class 9 contains 58747 members 
Mstep: Class 10 contains 158920 members 
Mstep: Class 11 contains 68675 members 
Mstep: Class 12 contains 117316 members 
Mstep: Class 13 contains 47261 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 40561 members 
Mstep: Class 16 contains 24064 members 
Mstep: Class 17 contains 10719 members 
Mstep: Class 18 contains 104357 members 
Mstep: Class 20 contains 3609 members 
Mstep: Class 21 contains 3489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102081808.000000 Penalty: 44596.628906
Iteration 73Q: 21 clusters Score -1.020818e+08 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 104711 members 
Mstep: Class 4 contains 16663 members 
Mstep: Class 5 contains 779 members 
Mstep: Class 6 contains 108673 members 
Mstep: Class 7 contains 11092 members 
Mstep: Class 8 contains 10941 members 
Mstep: Class 9 contains 59739 members 
Mstep: Class 10 contains 158786 members 
Mstep: Class 11 contains 68652 members 
Mstep: Class 12 contains 117844 members 
Mstep: Class 13 contains 47238 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 40509 members 
Mstep: Class 16 contains 23995 members 
Mstep: Class 17 contains 10715 members 
Mstep: Class 18 contains 104359 members 
Mstep: Class 20 contains 3615 members 
Mstep: Class 21 contains 3487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102081696.000000 Penalty: 44596.628906
Iteration 74Q: 21 clusters Score -1.020817e+08 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 104372 members 
Mstep: Class 4 contains 16430 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 108404 members 
Mstep: Class 7 contains 10803 members 
Mstep: Class 8 contains 10887 members 
Mstep: Class 9 contains 60684 members 
Mstep: Class 10 contains 158663 members 
Mstep: Class 11 contains 68622 members 
Mstep: Class 12 contains 118403 members 
Mstep: Class 13 contains 47210 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 40460 members 
Mstep: Class 16 contains 23924 members 
Mstep: Class 17 contains 10715 members 
Mstep: Class 18 contains 104357 members 
Mstep: Class 20 contains 3616 members 
Mstep: Class 21 contains 3487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102081736.000000 Penalty: 44596.628906
Iteration 75Q: 21 clusters Score -1.020817e+08 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 104072 members 
Mstep: Class 4 contains 16183 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 108136 members 
Mstep: Class 7 contains 10549 members 
Mstep: Class 8 contains 10840 members 
Mstep: Class 9 contains 61521 members 
Mstep: Class 10 contains 158555 members 
Mstep: Class 11 contains 68620 members 
Mstep: Class 12 contains 118992 members 
Mstep: Class 13 contains 47183 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 40407 members 
Mstep: Class 16 contains 23826 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 104349 members 
Mstep: Class 20 contains 3616 members 
Mstep: Class 21 contains 3485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102082048.000000 Penalty: 44596.628906
Iteration 76Q: 21 clusters Score -1.02082e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 2917 members 
Mstep: Class 3 contains 103822 members 
Mstep: Class 4 contains 15929 members 
Mstep: Class 5 contains 771 members 
Mstep: Class 6 contains 107886 members 
Mstep: Class 7 contains 10320 members 
Mstep: Class 8 contains 10792 members 
Mstep: Class 9 contains 62308 members 
Mstep: Class 10 contains 158439 members 
Mstep: Class 11 contains 68573 members 
Mstep: Class 12 contains 119620 members 
Mstep: Class 13 contains 47146 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 40355 members 
Mstep: Class 16 contains 23730 members 
Mstep: Class 17 contains 10713 members 
Mstep: Class 18 contains 104331 members 
Mstep: Class 20 contains 3613 members 
Mstep: Class 21 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102082528.000000 Penalty: 44596.628906
Iteration 77Q: 21 clusters Score -1.020825e+08 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 2912 members 
Mstep: Class 3 contains 103489 members 
Mstep: Class 4 contains 15633 members 
Mstep: Class 5 contains 766 members 
Mstep: Class 6 contains 107665 members 
Mstep: Class 7 contains 10111 members 
Mstep: Class 8 contains 10747 members 
Mstep: Class 9 contains 63114 members 
Mstep: Class 10 contains 158295 members 
Mstep: Class 11 contains 68537 members 
Mstep: Class 12 contains 120281 members 
Mstep: Class 13 contains 47121 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 40321 members 
Mstep: Class 16 contains 23629 members 
Mstep: Class 17 contains 10710 members 
Mstep: Class 18 contains 104329 members 
Mstep: Class 20 contains 3612 members 
Mstep: Class 21 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102082312.000000 Penalty: 44596.628906
Iteration 78Q: 21 clusters Score -1.020823e+08 nChanged 2595
Entering ConstructFrom: 
Score: -102082312.000000 Penalty: 44596.628906
Entering ConstructFrom: 
Trying to split cluster 1 (14965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Entering Unmasked Estep 
Score: -1658457.500000 Penalty: 1562.188721
	Iteration 0F: 2 clusters Score -1658458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1647913.625000 Penalty: 3124.377441
	Iteration 0F: 3 clusters Score -1647914 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1651497.875000 Penalty: 3124.377441
	Iteration 1F: 3 clusters Score -1651498 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1651782.875000 Penalty: 3124.377441
	Iteration 2F: 3 clusters Score -1651783 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1651972.875000 Penalty: 3124.377441
	Iteration 3Q: 3 clusters Score -1651973 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1652110.750000 Penalty: 3124.377441
	Iteration 4Q: 3 clusters Score -1652111 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1652213.625000 Penalty: 3124.377441
	Iteration 5Q: 3 clusters Score -1652214 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1652284.750000 Penalty: 3124.377441
	Iteration 6Q: 3 clusters Score -1652285 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1652344.250000 Penalty: 3124.377441
	Iteration 7Q: 3 clusters Score -1652344 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1652407.125000 Penalty: 3124.377441
	Iteration 8Q: 3 clusters Score -1652407 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1652458.625000 Penalty: 3124.377441
	Iteration 9Q: 3 clusters Score -1652459 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1652494.625000 Penalty: 3124.377441
	Iteration 10Q: 3 clusters Score -1652495 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1652534.625000 Penalty: 3124.377441
	Iteration 11Q: 3 clusters Score -1652535 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1652555.875000 Penalty: 3124.377441
	Iteration 12Q: 3 clusters Score -1652556 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1652574.500000 Penalty: 3124.377441
	Iteration 13Q: 3 clusters Score -1652574 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1652594.500000 Penalty: 3124.377441
	Iteration 14Q: 3 clusters Score -1652594 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1652617.875000 Penalty: 3124.377441
	Iteration 15Q: 3 clusters Score -1652618 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1652635.250000 Penalty: 3124.377441
	Iteration 16Q: 3 clusters Score -1652635 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1652640.000000 Penalty: 3124.377441
	Iteration 17Q: 3 clusters Score -1652640 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1652651.250000 Penalty: 3124.377441
	Iteration 18Q: 3 clusters Score -1652651 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1652665.125000 Penalty: 3124.377441
	Iteration 19Q: 3 clusters Score -1652665 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1652686.875000 Penalty: 3124.377441
	Iteration 20F: 3 clusters Score -1652687 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1652708.125000 Penalty: 3124.377441
	Iteration 21Q: 3 clusters Score -1652708 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1652728.000000 Penalty: 3124.377441
	Iteration 22Q: 3 clusters Score -1652728 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1652753.375000 Penalty: 3124.377441
	Iteration 23Q: 3 clusters Score -1652753 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1652783.375000 Penalty: 3124.377441
	Iteration 24Q: 3 clusters Score -1652783 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1652824.875000 Penalty: 3124.377441
	Iteration 25Q: 3 clusters Score -1652825 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1652878.875000 Penalty: 3124.377441
	Iteration 26Q: 3 clusters Score -1652879 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1652968.500000 Penalty: 3124.377441
	Iteration 27Q: 3 clusters Score -1652968 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1653122.250000 Penalty: 3124.377441
	Iteration 28Q: 3 clusters Score -1653122 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1653364.250000 Penalty: 3124.377441
	Iteration 29Q: 3 clusters Score -1653364 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1653770.750000 Penalty: 3124.377441
	Iteration 30Q: 3 clusters Score -1653771 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1654377.875000 Penalty: 3124.377441
	Iteration 31F: 3 clusters Score -1654378 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1655275.625000 Penalty: 3124.377441
	Iteration 32F: 3 clusters Score -1655276 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1656241.000000 Penalty: 3124.377441
	Iteration 33F: 3 clusters Score -1656241 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1656971.875000 Penalty: 3124.377441
	Iteration 34Q: 3 clusters Score -1656972 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1657321.000000 Penalty: 3124.377441
	Iteration 35Q: 3 clusters Score -1657321 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1657473.250000 Penalty: 3124.377441
	Iteration 36Q: 3 clusters Score -1657473 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1657538.000000 Penalty: 3124.377441
	Iteration 37Q: 3 clusters Score -1657538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1657570.750000 Penalty: 3124.377441
	Iteration 38Q: 3 clusters Score -1657571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1657594.625000 Penalty: 3124.377441
	Iteration 39Q: 3 clusters Score -1657595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1657603.750000 Penalty: 3124.377441
	Iteration 40F: 3 clusters Score -1657604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1657609.375000 Penalty: 3124.377441
	Iteration 41Q: 3 clusters Score -1657609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1657615.250000 Penalty: 3124.377441
	Iteration 42Q: 3 clusters Score -1657615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1657619.250000 Penalty: 3124.377441
	Iteration 43Q: 3 clusters Score -1657619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1657619.250000 Penalty: 3124.377441
	Iteration 44F: 3 clusters Score -1657619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Entering Unmasked Estep 
Score: -328706.593750 Penalty: 1295.973389
	Iteration 0F: 2 clusters Score -328706.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -326022.343750 Penalty: 2591.946777
	Iteration 0F: 3 clusters Score -326022.3 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -326720.218750 Penalty: 2591.946777
	Iteration 1F: 3 clusters Score -326720.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -326893.062500 Penalty: 2591.946777
	Iteration 2F: 3 clusters Score -326893.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -327010.250000 Penalty: 2591.946777
	Iteration 3F: 3 clusters Score -327010.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -327106.156250 Penalty: 2591.946777
	Iteration 4Q: 3 clusters Score -327106.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -327183.125000 Penalty: 2591.946777
	Iteration 5Q: 3 clusters Score -327183.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -327244.125000 Penalty: 2591.946777
	Iteration 6Q: 3 clusters Score -327244.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -327294.218750 Penalty: 2591.946777
	Iteration 7Q: 3 clusters Score -327294.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -327340.312500 Penalty: 2591.946777
	Iteration 8Q: 3 clusters Score -327340.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -327383.812500 Penalty: 2591.946777
	Iteration 9Q: 3 clusters Score -327383.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -327419.625000 Penalty: 2591.946777
	Iteration 10Q: 3 clusters Score -327419.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -327457.593750 Penalty: 2591.946777
	Iteration 11Q: 3 clusters Score -327457.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -327495.625000 Penalty: 2591.946777
	Iteration 12Q: 3 clusters Score -327495.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -327527.000000 Penalty: 2591.946777
	Iteration 13Q: 3 clusters Score -327527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -327548.218750 Penalty: 2591.946777
	Iteration 14Q: 3 clusters Score -327548.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -327587.062500 Penalty: 2591.946777
	Iteration 15Q: 3 clusters Score -327587.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -327629.562500 Penalty: 2591.946777
	Iteration 16Q: 3 clusters Score -327629.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -327670.468750 Penalty: 2591.946777
	Iteration 17Q: 3 clusters Score -327670.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -327702.250000 Penalty: 2591.946777
	Iteration 18Q: 3 clusters Score -327702.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -327731.343750 Penalty: 2591.946777
	Iteration 19Q: 3 clusters Score -327731.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -327758.000000 Penalty: 2591.946777
	Iteration 20F: 3 clusters Score -327758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -327784.125000 Penalty: 2591.946777
	Iteration 21Q: 3 clusters Score -327784.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -327798.187500 Penalty: 2591.946777
	Iteration 22Q: 3 clusters Score -327798.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -327806.062500 Penalty: 2591.946777
	Iteration 23Q: 3 clusters Score -327806.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -327811.406250 Penalty: 2591.946777
	Iteration 24Q: 3 clusters Score -327811.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -327819.906250 Penalty: 2591.946777
	Iteration 25Q: 3 clusters Score -327819.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -327826.375000 Penalty: 2591.946777
	Iteration 26Q: 3 clusters Score -327826.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -327837.843750 Penalty: 2591.946777
	Iteration 27Q: 3 clusters Score -327837.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -327849.125000 Penalty: 2591.946777
	Iteration 28Q: 3 clusters Score -327849.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -327859.218750 Penalty: 2591.946777
	Iteration 29Q: 3 clusters Score -327859.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -327868.062500 Penalty: 2591.946777
	Iteration 30Q: 3 clusters Score -327868.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -327875.812500 Penalty: 2591.946777
	Iteration 31Q: 3 clusters Score -327875.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -327880.218750 Penalty: 2591.946777
	Iteration 32Q: 3 clusters Score -327880.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -327888.906250 Penalty: 2591.946777
	Iteration 33Q: 3 clusters Score -327888.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -327895.750000 Penalty: 2591.946777
	Iteration 34Q: 3 clusters Score -327895.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -327903.375000 Penalty: 2591.946777
	Iteration 35Q: 3 clusters Score -327903.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -327910.437500 Penalty: 2591.946777
	Iteration 36Q: 3 clusters Score -327910.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -327920.843750 Penalty: 2591.946777
	Iteration 37Q: 3 clusters Score -327920.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -327929.937500 Penalty: 2591.946777
	Iteration 38Q: 3 clusters Score -327929.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -327936.531250 Penalty: 2591.946777
	Iteration 39Q: 3 clusters Score -327936.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -327946.093750 Penalty: 2591.946777
	Iteration 40F: 3 clusters Score -327946.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -327956.437500 Penalty: 2591.946777
	Iteration 41Q: 3 clusters Score -327956.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -327973.500000 Penalty: 2591.946777
	Iteration 42Q: 3 clusters Score -327973.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -327991.812500 Penalty: 2591.946777
	Iteration 43Q: 3 clusters Score -327991.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -328017.843750 Penalty: 2591.946777
	Iteration 44Q: 3 clusters Score -328017.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -328050.375000 Penalty: 2591.946777
	Iteration 45Q: 3 clusters Score -328050.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -328080.468750 Penalty: 2591.946777
	Iteration 46Q: 3 clusters Score -328080.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -328103.968750 Penalty: 2591.946777
	Iteration 47Q: 3 clusters Score -328104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -328123.125000 Penalty: 2591.946777
	Iteration 48Q: 3 clusters Score -328123.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -328131.656250 Penalty: 2591.946777
	Iteration 49Q: 3 clusters Score -328131.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -328133.125000 Penalty: 2591.946777
	Iteration 50Q: 3 clusters Score -328133.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -328134.343750 Penalty: 2591.946777
	Iteration 51Q: 3 clusters Score -328134.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -328134.750000 Penalty: 2591.946777
	Iteration 52Q: 3 clusters Score -328134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -328134.750000 Penalty: 2591.946777
	Iteration 53F: 3 clusters Score -328134.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (103050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103050 members 
Entering Unmasked Estep 
Score: -11931499.000000 Penalty: 1875.732544
	Iteration 0F: 2 clusters Score -1.19315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -11865213.000000 Penalty: 3751.465088
	Iteration 0F: 3 clusters Score -1.186521e+07 nChanged 49042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -11893387.000000 Penalty: 3751.465088
	Iteration 1F: 3 clusters Score -1.189339e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -11894427.000000 Penalty: 3751.465088
	Iteration 2Q: 3 clusters Score -1.189443e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -11896098.000000 Penalty: 3751.465088
	Iteration 3Q: 3 clusters Score -1.18961e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -11899351.000000 Penalty: 3751.465088
	Iteration 4F: 3 clusters Score -1.189935e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75358 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -11904881.000000 Penalty: 3751.465088
	Iteration 5F: 3 clusters Score -1.190488e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84974 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -11912821.000000 Penalty: 3751.465088
	Iteration 6F: 3 clusters Score -1.191282e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94077 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -11921222.000000 Penalty: 3751.465088
	Iteration 7F: 3 clusters Score -1.192122e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99857 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -11926616.000000 Penalty: 3751.465088
	Iteration 8F: 3 clusters Score -1.192662e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102205 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11928946.000000 Penalty: 3751.465088
	Iteration 9Q: 3 clusters Score -1.192895e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11929582.000000 Penalty: 3751.465088
	Iteration 10Q: 3 clusters Score -1.192958e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102900 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11929745.000000 Penalty: 3751.465088
	Iteration 11Q: 3 clusters Score -1.192974e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11929782.000000 Penalty: 3751.465088
	Iteration 12Q: 3 clusters Score -1.192978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102931 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11929798.000000 Penalty: 3751.465088
	Iteration 13Q: 3 clusters Score -1.19298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102935 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11929823.000000 Penalty: 3751.465088
	Iteration 14Q: 3 clusters Score -1.192982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102935 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11929822.000000 Penalty: 3751.465088
	Iteration 15Q: 3 clusters Score -1.192982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102935 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11929822.000000 Penalty: 3751.465088
	Iteration 16F: 3 clusters Score -1.192982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Entering Unmasked Estep 
Score: -1760040.875000 Penalty: 1566.093994
	Iteration 0F: 2 clusters Score -1760041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1749431.250000 Penalty: 3132.187988
	Iteration 0F: 3 clusters Score -1749431 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1753238.125000 Penalty: 3132.187988
	Iteration 1F: 3 clusters Score -1753238 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1753647.875000 Penalty: 3132.187988
	Iteration 2F: 3 clusters Score -1753648 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1753997.125000 Penalty: 3132.187988
	Iteration 3F: 3 clusters Score -1753997 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1754349.375000 Penalty: 3132.187988
	Iteration 4Q: 3 clusters Score -1754349 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1754753.125000 Penalty: 3132.187988
	Iteration 5Q: 3 clusters Score -1754753 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1755238.500000 Penalty: 3132.187988
	Iteration 6F: 3 clusters Score -1755238 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1755791.875000 Penalty: 3132.187988
	Iteration 7F: 3 clusters Score -1755792 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1756407.250000 Penalty: 3132.187988
	Iteration 8F: 3 clusters Score -1756407 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1757022.375000 Penalty: 3132.187988
	Iteration 9Q: 3 clusters Score -1757022 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1757538.625000 Penalty: 3132.187988
	Iteration 10Q: 3 clusters Score -1757539 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1757875.375000 Penalty: 3132.187988
	Iteration 11Q: 3 clusters Score -1757875 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1758123.250000 Penalty: 3132.187988
	Iteration 12Q: 3 clusters Score -1758123 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1758314.500000 Penalty: 3132.187988
	Iteration 13Q: 3 clusters Score -1758314 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1758449.000000 Penalty: 3132.187988
	Iteration 14Q: 3 clusters Score -1758449 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1758517.375000 Penalty: 3132.187988
	Iteration 15Q: 3 clusters Score -1758517 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1758566.125000 Penalty: 3132.187988
	Iteration 16Q: 3 clusters Score -1758566 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1758595.875000 Penalty: 3132.187988
	Iteration 17Q: 3 clusters Score -1758596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1758637.000000 Penalty: 3132.187988
	Iteration 18Q: 3 clusters Score -1758637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1758664.625000 Penalty: 3132.187988
	Iteration 19Q: 3 clusters Score -1758665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1758682.750000 Penalty: 3132.187988
	Iteration 20F: 3 clusters Score -1758683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1758701.750000 Penalty: 3132.187988
	Iteration 21Q: 3 clusters Score -1758702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1758711.750000 Penalty: 3132.187988
	Iteration 22Q: 3 clusters Score -1758712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1758716.125000 Penalty: 3132.187988
	Iteration 23Q: 3 clusters Score -1758716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1758720.500000 Penalty: 3132.187988
	Iteration 24Q: 3 clusters Score -1758720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1758723.375000 Penalty: 3132.187988
	Iteration 25Q: 3 clusters Score -1758723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1758727.000000 Penalty: 3132.187988
	Iteration 26Q: 3 clusters Score -1758727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1758725.125000 Penalty: 3132.187988
	Iteration 27Q: 3 clusters Score -1758725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1758725.750000 Penalty: 3132.187988
	Iteration 28Q: 3 clusters Score -1758726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1758729.000000 Penalty: 3132.187988
	Iteration 29Q: 3 clusters Score -1758729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1758729.000000 Penalty: 3132.187988
	Iteration 30F: 3 clusters Score -1758729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -82329.648438 Penalty: 1078.341309
	Iteration 0F: 2 clusters Score -82329.65 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 404 members 
Entering Unmasked Estep 
Score: -81083.117188 Penalty: 2156.682617
	Iteration 0F: 3 clusters Score -81083.12 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81303.734375 Penalty: 2156.682617
	Iteration 1F: 3 clusters Score -81303.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81380.898438 Penalty: 2156.682617
	Iteration 2F: 3 clusters Score -81380.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81424.125000 Penalty: 2156.682617
	Iteration 3Q: 3 clusters Score -81424.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81458.695312 Penalty: 2156.682617
	Iteration 4Q: 3 clusters Score -81458.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81481.257812 Penalty: 2156.682617
	Iteration 5Q: 3 clusters Score -81481.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81496.437500 Penalty: 2156.682617
	Iteration 6Q: 3 clusters Score -81496.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -81509.171875 Penalty: 2156.682617
	Iteration 7Q: 3 clusters Score -81509.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -81512.585938 Penalty: 2156.682617
	Iteration 8Q: 3 clusters Score -81512.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -81514.851562 Penalty: 2156.682617
	Iteration 9Q: 3 clusters Score -81514.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -81518.859375 Penalty: 2156.682617
	Iteration 10Q: 3 clusters Score -81518.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -81523.703125 Penalty: 2156.682617
	Iteration 11Q: 3 clusters Score -81523.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -81528.132812 Penalty: 2156.682617
	Iteration 12Q: 3 clusters Score -81528.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -81529.148438 Penalty: 2156.682617
	Iteration 13Q: 3 clusters Score -81529.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -81530.265625 Penalty: 2156.682617
	Iteration 14Q: 3 clusters Score -81530.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -81532.437500 Penalty: 2156.682617
	Iteration 15Q: 3 clusters Score -81532.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81534.117188 Penalty: 2156.682617
	Iteration 16Q: 3 clusters Score -81534.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81535.523438 Penalty: 2156.682617
	Iteration 17Q: 3 clusters Score -81535.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -81536.789062 Penalty: 2156.682617
	Iteration 18Q: 3 clusters Score -81536.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -81538.359375 Penalty: 2156.682617
	Iteration 19Q: 3 clusters Score -81538.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -81540.257812 Penalty: 2156.682617
	Iteration 20F: 3 clusters Score -81540.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (107405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107405 members 
Entering Unmasked Estep 
Score: -12501872.000000 Penalty: 1882.458862
	Iteration 0F: 2 clusters Score -1.250187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -12433856.000000 Penalty: 3764.917725
	Iteration 0F: 3 clusters Score -1.243386e+07 nChanged 51594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -12463861.000000 Penalty: 3764.917725
	Iteration 1F: 3 clusters Score -1.246386e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -12464841.000000 Penalty: 3764.917725
	Iteration 2Q: 3 clusters Score -1.246484e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -12466112.000000 Penalty: 3764.917725
	Iteration 3Q: 3 clusters Score -1.246611e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -12468119.000000 Penalty: 3764.917725
	Iteration 4Q: 3 clusters Score -1.246812e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -12471677.000000 Penalty: 3764.917725
	Iteration 5F: 3 clusters Score -1.247168e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78404 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -12476869.000000 Penalty: 3764.917725
	Iteration 6F: 3 clusters Score -1.247687e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -12484056.000000 Penalty: 3764.917725
	Iteration 7F: 3 clusters Score -1.248406e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -12490935.000000 Penalty: 3764.917725
	Iteration 8F: 3 clusters Score -1.249094e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -12496153.000000 Penalty: 3764.917725
	Iteration 9F: 3 clusters Score -1.249615e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105153 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -12498817.000000 Penalty: 3764.917725
	Iteration 10Q: 3 clusters Score -1.249882e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106461 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -12499874.000000 Penalty: 3764.917725
	Iteration 11Q: 3 clusters Score -1.249987e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106862 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12500287.000000 Penalty: 3764.917725
	Iteration 12Q: 3 clusters Score -1.250029e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106962 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -12500445.000000 Penalty: 3764.917725
	Iteration 13Q: 3 clusters Score -1.250044e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106987 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12500528.000000 Penalty: 3764.917725
	Iteration 14Q: 3 clusters Score -1.250053e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107006 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12500593.000000 Penalty: 3764.917725
	Iteration 15Q: 3 clusters Score -1.250059e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107010 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -12500637.000000 Penalty: 3764.917725
	Iteration 16Q: 3 clusters Score -1.250064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107011 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12500683.000000 Penalty: 3764.917725
	Iteration 17Q: 3 clusters Score -1.250068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107016 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12500716.000000 Penalty: 3764.917725
	Iteration 18Q: 3 clusters Score -1.250072e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107022 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12500735.000000 Penalty: 3764.917725
	Iteration 19Q: 3 clusters Score -1.250074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -12500762.000000 Penalty: 3764.917725
	Iteration 20F: 3 clusters Score -1.250076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107026 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12500786.000000 Penalty: 3764.917725
	Iteration 21Q: 3 clusters Score -1.250079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107033 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12500811.000000 Penalty: 3764.917725
	Iteration 22Q: 3 clusters Score -1.250081e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107039 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12500837.000000 Penalty: 3764.917725
	Iteration 23Q: 3 clusters Score -1.250084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107039 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12500862.000000 Penalty: 3764.917725
	Iteration 24Q: 3 clusters Score -1.250086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107040 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -12500886.000000 Penalty: 3764.917725
	Iteration 25Q: 3 clusters Score -1.250089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107043 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -12500904.000000 Penalty: 3764.917725
	Iteration 26Q: 3 clusters Score -1.25009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107044 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -12500919.000000 Penalty: 3764.917725
	Iteration 27Q: 3 clusters Score -1.250092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107047 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -12500914.000000 Penalty: 3764.917725
	Iteration 28Q: 3 clusters Score -1.250091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107047 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -12500933.000000 Penalty: 3764.917725
	Iteration 29Q: 3 clusters Score -1.250093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107046 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12500931.000000 Penalty: 3764.917725
	Iteration 30Q: 3 clusters Score -1.250093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107045 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -12500931.000000 Penalty: 3764.917725
	Iteration 31Q: 3 clusters Score -1.250093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107043 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -12500937.000000 Penalty: 3764.917725
	Iteration 32Q: 3 clusters Score -1.250094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107043 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -12500938.000000 Penalty: 3764.917725
	Iteration 33Q: 3 clusters Score -1.250094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107043 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -12500938.000000 Penalty: 3764.917725
	Iteration 34F: 3 clusters Score -1.250094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Entering Unmasked Estep 
Score: -1143323.125000 Penalty: 1495.407837
	Iteration 0F: 2 clusters Score -1143323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1136234.000000 Penalty: 2990.815674
	Iteration 0F: 3 clusters Score -1136234 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1138479.500000 Penalty: 2990.815674
	Iteration 1F: 3 clusters Score -1138480 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1138717.875000 Penalty: 2990.815674
	Iteration 2F: 3 clusters Score -1138718 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1138937.750000 Penalty: 2990.815674
	Iteration 3Q: 3 clusters Score -1138938 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1139168.000000 Penalty: 2990.815674
	Iteration 4Q: 3 clusters Score -1139168 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1139415.500000 Penalty: 2990.815674
	Iteration 5Q: 3 clusters Score -1139416 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1139697.000000 Penalty: 2990.815674
	Iteration 6Q: 3 clusters Score -1139697 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1140036.875000 Penalty: 2990.815674
	Iteration 7F: 3 clusters Score -1140037 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1140466.875000 Penalty: 2990.815674
	Iteration 8F: 3 clusters Score -1140467 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1141003.125000 Penalty: 2990.815674
	Iteration 9F: 3 clusters Score -1141003 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1141582.750000 Penalty: 2990.815674
	Iteration 10F: 3 clusters Score -1141583 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1142050.125000 Penalty: 2990.815674
	Iteration 11F: 3 clusters Score -1142050 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1142340.625000 Penalty: 2990.815674
	Iteration 12Q: 3 clusters Score -1142341 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1142519.000000 Penalty: 2990.815674
	Iteration 13Q: 3 clusters Score -1142519 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1142640.625000 Penalty: 2990.815674
	Iteration 14Q: 3 clusters Score -1142641 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1142709.000000 Penalty: 2990.815674
	Iteration 15Q: 3 clusters Score -1142709 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1142739.000000 Penalty: 2990.815674
	Iteration 16Q: 3 clusters Score -1142739 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1142754.375000 Penalty: 2990.815674
	Iteration 17Q: 3 clusters Score -1142754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1142761.125000 Penalty: 2990.815674
	Iteration 18Q: 3 clusters Score -1142761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1142773.875000 Penalty: 2990.815674
	Iteration 19Q: 3 clusters Score -1142774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1142776.000000 Penalty: 2990.815674
	Iteration 20F: 3 clusters Score -1142776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1142780.875000 Penalty: 2990.815674
	Iteration 21Q: 3 clusters Score -1142781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1142783.125000 Penalty: 2990.815674
	Iteration 22Q: 3 clusters Score -1142783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1142787.625000 Penalty: 2990.815674
	Iteration 23Q: 3 clusters Score -1142788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1142788.125000 Penalty: 2990.815674
	Iteration 24Q: 3 clusters Score -1142788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1142786.125000 Penalty: 2990.815674
	Iteration 25Q: 3 clusters Score -1142786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1142786.250000 Penalty: 2990.815674
	Iteration 26Q: 3 clusters Score -1142786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1142786.375000 Penalty: 2990.815674
	Iteration 27Q: 3 clusters Score -1142786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1142786.875000 Penalty: 2990.815674
	Iteration 28Q: 3 clusters Score -1142787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1142787.500000 Penalty: 2990.815674
	Iteration 29Q: 3 clusters Score -1142788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1142786.875000 Penalty: 2990.815674
	Iteration 30Q: 3 clusters Score -1142787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1142787.750000 Penalty: 2990.815674
	Iteration 31Q: 3 clusters Score -1142788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1142786.750000 Penalty: 2990.815674
	Iteration 32Q: 3 clusters Score -1142787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1142786.000000 Penalty: 2990.815674
	Iteration 33Q: 3 clusters Score -1142786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1142785.375000 Penalty: 2990.815674
	Iteration 34Q: 3 clusters Score -1142785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1142785.750000 Penalty: 2990.815674
	Iteration 35Q: 3 clusters Score -1142786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1142784.875000 Penalty: 2990.815674
	Iteration 36Q: 3 clusters Score -1142785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1142784.750000 Penalty: 2990.815674
	Iteration 37Q: 3 clusters Score -1142785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1142785.125000 Penalty: 2990.815674
	Iteration 38Q: 3 clusters Score -1142785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1142785.750000 Penalty: 2990.815674
	Iteration 39Q: 3 clusters Score -1142786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1142787.750000 Penalty: 2990.815674
	Iteration 40F: 3 clusters Score -1142788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1142786.500000 Penalty: 2990.815674
	Iteration 41Q: 3 clusters Score -1142786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1142787.125000 Penalty: 2990.815674
	Iteration 42Q: 3 clusters Score -1142787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1142789.000000 Penalty: 2990.815674
	Iteration 43Q: 3 clusters Score -1142789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1142787.500000 Penalty: 2990.815674
	Iteration 44Q: 3 clusters Score -1142788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1142788.750000 Penalty: 2990.815674
	Iteration 45Q: 3 clusters Score -1142789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1142792.500000 Penalty: 2990.815674
	Iteration 46Q: 3 clusters Score -1142792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1142794.250000 Penalty: 2990.815674
	Iteration 47Q: 3 clusters Score -1142794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1142793.625000 Penalty: 2990.815674
	Iteration 48Q: 3 clusters Score -1142794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1142792.750000 Penalty: 2990.815674
	Iteration 49Q: 3 clusters Score -1142793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1142793.875000 Penalty: 2990.815674
	Iteration 50Q: 3 clusters Score -1142794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1142795.625000 Penalty: 2990.815674
	Iteration 51Q: 3 clusters Score -1142796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1142794.125000 Penalty: 2990.815674
	Iteration 52Q: 3 clusters Score -1142794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1142795.500000 Penalty: 2990.815674
	Iteration 53Q: 3 clusters Score -1142796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1142795.500000 Penalty: 2990.815674
	Iteration 54F: 3 clusters Score -1142796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Entering Unmasked Estep 
Score: -1230072.875000 Penalty: 1507.568481
	Iteration 0F: 2 clusters Score -1230073 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 5312 members 
Entering Unmasked Estep 
Score: -1222426.375000 Penalty: 3015.136963
	Iteration 0F: 3 clusters Score -1222426 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1224922.375000 Penalty: 3015.136963
	Iteration 1F: 3 clusters Score -1224922 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1225138.375000 Penalty: 3015.136963
	Iteration 2F: 3 clusters Score -1225138 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1225305.125000 Penalty: 3015.136963
	Iteration 3Q: 3 clusters Score -1225305 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1225463.750000 Penalty: 3015.136963
	Iteration 4Q: 3 clusters Score -1225464 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1225643.125000 Penalty: 3015.136963
	Iteration 5Q: 3 clusters Score -1225643 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1225846.875000 Penalty: 3015.136963
	Iteration 6Q: 3 clusters Score -1225847 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1226104.375000 Penalty: 3015.136963
	Iteration 7Q: 3 clusters Score -1226104 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1226418.875000 Penalty: 3015.136963
	Iteration 8Q: 3 clusters Score -1226419 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1226818.250000 Penalty: 3015.136963
	Iteration 9F: 3 clusters Score -1226818 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1227263.750000 Penalty: 3015.136963
	Iteration 10F: 3 clusters Score -1227264 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1227697.500000 Penalty: 3015.136963
	Iteration 11Q: 3 clusters Score -1227698 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1228025.125000 Penalty: 3015.136963
	Iteration 12Q: 3 clusters Score -1228025 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1228254.250000 Penalty: 3015.136963
	Iteration 13Q: 3 clusters Score -1228254 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1228393.750000 Penalty: 3015.136963
	Iteration 14Q: 3 clusters Score -1228394 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1228496.625000 Penalty: 3015.136963
	Iteration 15Q: 3 clusters Score -1228497 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1228575.875000 Penalty: 3015.136963
	Iteration 16Q: 3 clusters Score -1228576 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1228641.000000 Penalty: 3015.136963
	Iteration 17Q: 3 clusters Score -1228641 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1228694.875000 Penalty: 3015.136963
	Iteration 18Q: 3 clusters Score -1228695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1228735.875000 Penalty: 3015.136963
	Iteration 19Q: 3 clusters Score -1228736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1228774.375000 Penalty: 3015.136963
	Iteration 20F: 3 clusters Score -1228774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1228792.250000 Penalty: 3015.136963
	Iteration 21Q: 3 clusters Score -1228792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1228807.500000 Penalty: 3015.136963
	Iteration 22Q: 3 clusters Score -1228808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1228815.375000 Penalty: 3015.136963
	Iteration 23Q: 3 clusters Score -1228815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1228814.875000 Penalty: 3015.136963
	Iteration 24Q: 3 clusters Score -1228815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1228820.250000 Penalty: 3015.136963
	Iteration 25Q: 3 clusters Score -1228820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1228822.250000 Penalty: 3015.136963
	Iteration 26Q: 3 clusters Score -1228822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1228825.375000 Penalty: 3015.136963
	Iteration 27Q: 3 clusters Score -1228825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1228830.250000 Penalty: 3015.136963
	Iteration 28Q: 3 clusters Score -1228830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1228828.625000 Penalty: 3015.136963
	Iteration 29Q: 3 clusters Score -1228829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1228828.750000 Penalty: 3015.136963
	Iteration 30Q: 3 clusters Score -1228829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1228829.250000 Penalty: 3015.136963
	Iteration 31Q: 3 clusters Score -1228829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1228830.375000 Penalty: 3015.136963
	Iteration 32Q: 3 clusters Score -1228830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1228834.000000 Penalty: 3015.136963
	Iteration 33Q: 3 clusters Score -1228834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1228836.000000 Penalty: 3015.136963
	Iteration 34Q: 3 clusters Score -1228836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1228836.875000 Penalty: 3015.136963
	Iteration 35Q: 3 clusters Score -1228837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1228839.250000 Penalty: 3015.136963
	Iteration 36Q: 3 clusters Score -1228839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1228838.250000 Penalty: 3015.136963
	Iteration 37Q: 3 clusters Score -1228838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1228839.375000 Penalty: 3015.136963
	Iteration 38Q: 3 clusters Score -1228839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1228841.250000 Penalty: 3015.136963
	Iteration 39Q: 3 clusters Score -1228841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1228841.250000 Penalty: 3015.136963
	Iteration 40F: 3 clusters Score -1228841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (64034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Entering Unmasked Estep 
Score: -7493857.000000 Penalty: 1798.415039
	Iteration 0F: 2 clusters Score -7493857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -7451018.000000 Penalty: 3596.830078
	Iteration 0F: 3 clusters Score -7451018 nChanged 30401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -7468116.000000 Penalty: 3596.830078
	Iteration 1F: 3 clusters Score -7468116 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -7468610.500000 Penalty: 3596.830078
	Iteration 2Q: 3 clusters Score -7468610 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -7469204.000000 Penalty: 3596.830078
	Iteration 3Q: 3 clusters Score -7469204 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -7469951.500000 Penalty: 3596.830078
	Iteration 4Q: 3 clusters Score -7469952 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -7471150.500000 Penalty: 3596.830078
	Iteration 5Q: 3 clusters Score -7471150 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -7473030.000000 Penalty: 3596.830078
	Iteration 6F: 3 clusters Score -7473030 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -7476170.000000 Penalty: 3596.830078
	Iteration 7F: 3 clusters Score -7476170 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -7480147.000000 Penalty: 3596.830078
	Iteration 8F: 3 clusters Score -7480147 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -7483748.000000 Penalty: 3596.830078
	Iteration 9F: 3 clusters Score -7483748 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -7486108.000000 Penalty: 3596.830078
	Iteration 10Q: 3 clusters Score -7486108 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -7487488.500000 Penalty: 3596.830078
	Iteration 11Q: 3 clusters Score -7487488 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -7488348.500000 Penalty: 3596.830078
	Iteration 12Q: 3 clusters Score -7488348 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -7489013.500000 Penalty: 3596.830078
	Iteration 13Q: 3 clusters Score -7489014 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -7489536.500000 Penalty: 3596.830078
	Iteration 14Q: 3 clusters Score -7489536 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -7489964.000000 Penalty: 3596.830078
	Iteration 15Q: 3 clusters Score -7489964 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -7490348.000000 Penalty: 3596.830078
	Iteration 16Q: 3 clusters Score -7490348 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -7490603.500000 Penalty: 3596.830078
	Iteration 17Q: 3 clusters Score -7490604 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -7490882.000000 Penalty: 3596.830078
	Iteration 18Q: 3 clusters Score -7490882 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -7491086.000000 Penalty: 3596.830078
	Iteration 19Q: 3 clusters Score -7491086 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -7491234.500000 Penalty: 3596.830078
	Iteration 20F: 3 clusters Score -7491234 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -7491379.000000 Penalty: 3596.830078
	Iteration 21Q: 3 clusters Score -7491379 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -7491502.000000 Penalty: 3596.830078
	Iteration 22Q: 3 clusters Score -7491502 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -7491591.500000 Penalty: 3596.830078
	Iteration 23Q: 3 clusters Score -7491592 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -7491663.000000 Penalty: 3596.830078
	Iteration 24Q: 3 clusters Score -7491663 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -7491736.000000 Penalty: 3596.830078
	Iteration 25Q: 3 clusters Score -7491736 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -7491751.500000 Penalty: 3596.830078
	Iteration 26Q: 3 clusters Score -7491752 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -7491786.000000 Penalty: 3596.830078
	Iteration 27Q: 3 clusters Score -7491786 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -7491782.000000 Penalty: 3596.830078
	Iteration 28Q: 3 clusters Score -7491782 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -7491792.500000 Penalty: 3596.830078
	Iteration 29Q: 3 clusters Score -7491792 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -7491793.000000 Penalty: 3596.830078
	Iteration 30Q: 3 clusters Score -7491793 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -7491799.500000 Penalty: 3596.830078
	Iteration 31Q: 3 clusters Score -7491800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -7491796.500000 Penalty: 3596.830078
	Iteration 32Q: 3 clusters Score -7491796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -7491803.500000 Penalty: 3596.830078
	Iteration 33Q: 3 clusters Score -7491804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -7491800.500000 Penalty: 3596.830078
	Iteration 34Q: 3 clusters Score -7491800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -7491797.000000 Penalty: 3596.830078
	Iteration 35Q: 3 clusters Score -7491797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -7491803.500000 Penalty: 3596.830078
	Iteration 36Q: 3 clusters Score -7491804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -7491807.500000 Penalty: 3596.830078
	Iteration 37Q: 3 clusters Score -7491808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -7491810.500000 Penalty: 3596.830078
	Iteration 38Q: 3 clusters Score -7491810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -7491811.500000 Penalty: 3596.830078
	Iteration 39Q: 3 clusters Score -7491812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -7491815.000000 Penalty: 3596.830078
	Iteration 40F: 3 clusters Score -7491815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -7491808.500000 Penalty: 3596.830078
	Iteration 41Q: 3 clusters Score -7491808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -7491804.000000 Penalty: 3596.830078
	Iteration 42Q: 3 clusters Score -7491804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -7491808.500000 Penalty: 3596.830078
	Iteration 43Q: 3 clusters Score -7491808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -7491815.000000 Penalty: 3596.830078
	Iteration 44Q: 3 clusters Score -7491815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -7491815.000000 Penalty: 3596.830078
	Iteration 45F: 3 clusters Score -7491815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (158186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158186 members 
Entering Unmasked Estep 
Score: -17927698.000000 Penalty: 1945.373169
	Iteration 0F: 2 clusters Score -1.79277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 78997 members 
Entering Unmasked Estep 
Score: -17824862.000000 Penalty: 3890.746338
	Iteration 0F: 3 clusters Score -1.782486e+07 nChanged 76253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82998 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -17869054.000000 Penalty: 3890.746338
	Iteration 1F: 3 clusters Score -1.786905e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 73065 members 
Entering Unmasked Estep 
Score: -17869748.000000 Penalty: 3890.746338
	Iteration 2Q: 3 clusters Score -1.786975e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88273 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -17870852.000000 Penalty: 3890.746338
	Iteration 3Q: 3 clusters Score -1.787085e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -17872762.000000 Penalty: 3890.746338
	Iteration 4Q: 3 clusters Score -1.787276e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100184 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -17876176.000000 Penalty: 3890.746338
	Iteration 5Q: 3 clusters Score -1.787618e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110180 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -17882378.000000 Penalty: 3890.746338
	Iteration 6F: 3 clusters Score -1.788238e+07 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123148 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -17892584.000000 Penalty: 3890.746338
	Iteration 7F: 3 clusters Score -1.789258e+07 nChanged 13809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136949 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -17905818.000000 Penalty: 3890.746338
	Iteration 8F: 3 clusters Score -1.790582e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147945 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -17916864.000000 Penalty: 3890.746338
	Iteration 9F: 3 clusters Score -1.791686e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -17922940.000000 Penalty: 3890.746338
	Iteration 10Q: 3 clusters Score -1.792294e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156512 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -17924972.000000 Penalty: 3890.746338
	Iteration 11Q: 3 clusters Score -1.792497e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157396 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -17925562.000000 Penalty: 3890.746338
	Iteration 12Q: 3 clusters Score -1.792556e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157679 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -17925832.000000 Penalty: 3890.746338
	Iteration 13Q: 3 clusters Score -1.792583e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157780 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -17925980.000000 Penalty: 3890.746338
	Iteration 14Q: 3 clusters Score -1.792598e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157830 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -17926008.000000 Penalty: 3890.746338
	Iteration 15Q: 3 clusters Score -1.792601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157850 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -17926016.000000 Penalty: 3890.746338
	Iteration 16Q: 3 clusters Score -1.792602e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157871 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -17926026.000000 Penalty: 3890.746338
	Iteration 17Q: 3 clusters Score -1.792603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157879 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -17926030.000000 Penalty: 3890.746338
	Iteration 18Q: 3 clusters Score -1.792603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157882 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -17926034.000000 Penalty: 3890.746338
	Iteration 19Q: 3 clusters Score -1.792603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157889 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17926048.000000 Penalty: 3890.746338
	Iteration 20F: 3 clusters Score -1.792605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157891 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17926044.000000 Penalty: 3890.746338
	Iteration 21Q: 3 clusters Score -1.792604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157896 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17926044.000000 Penalty: 3890.746338
	Iteration 22Q: 3 clusters Score -1.792604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157893 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17926044.000000 Penalty: 3890.746338
	Iteration 23Q: 3 clusters Score -1.792604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157890 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17926048.000000 Penalty: 3890.746338
	Iteration 24Q: 3 clusters Score -1.792605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157890 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17926046.000000 Penalty: 3890.746338
	Iteration 25Q: 3 clusters Score -1.792605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157890 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17926046.000000 Penalty: 3890.746338
	Iteration 26F: 3 clusters Score -1.792605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (68527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Entering Unmasked Estep 
Score: -7947319.000000 Penalty: 1809.434692
	Iteration 0F: 2 clusters Score -7947319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -7901382.500000 Penalty: 3618.869385
	Iteration 0F: 3 clusters Score -7901382 nChanged 32542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -7920396.500000 Penalty: 3618.869385
	Iteration 1F: 3 clusters Score -7920396 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -7921461.000000 Penalty: 3618.869385
	Iteration 2Q: 3 clusters Score -7921461 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -7923269.500000 Penalty: 3618.869385
	Iteration 3F: 3 clusters Score -7923270 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -7926086.000000 Penalty: 3618.869385
	Iteration 4F: 3 clusters Score -7926086 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -7929938.500000 Penalty: 3618.869385
	Iteration 5F: 3 clusters Score -7929938 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -7934629.500000 Penalty: 3618.869385
	Iteration 6F: 3 clusters Score -7934630 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -7939030.500000 Penalty: 3618.869385
	Iteration 7F: 3 clusters Score -7939030 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -7942281.000000 Penalty: 3618.869385
	Iteration 8F: 3 clusters Score -7942281 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -7944110.000000 Penalty: 3618.869385
	Iteration 9Q: 3 clusters Score -7944110 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67506 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7944914.000000 Penalty: 3618.869385
	Iteration 10Q: 3 clusters Score -7944914 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7945288.000000 Penalty: 3618.869385
	Iteration 11Q: 3 clusters Score -7945288 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7945501.000000 Penalty: 3618.869385
	Iteration 12Q: 3 clusters Score -7945501 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7945586.500000 Penalty: 3618.869385
	Iteration 13Q: 3 clusters Score -7945586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7945635.000000 Penalty: 3618.869385
	Iteration 14Q: 3 clusters Score -7945635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68232 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7945648.000000 Penalty: 3618.869385
	Iteration 15Q: 3 clusters Score -7945648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7945658.000000 Penalty: 3618.869385
	Iteration 16Q: 3 clusters Score -7945658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7945664.000000 Penalty: 3618.869385
	Iteration 17Q: 3 clusters Score -7945664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7945678.500000 Penalty: 3618.869385
	Iteration 18Q: 3 clusters Score -7945678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7945684.500000 Penalty: 3618.869385
	Iteration 19Q: 3 clusters Score -7945684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7945679.000000 Penalty: 3618.869385
	Iteration 20F: 3 clusters Score -7945679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7945679.500000 Penalty: 3618.869385
	Iteration 21Q: 3 clusters Score -7945680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68253 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7945680.500000 Penalty: 3618.869385
	Iteration 22Q: 3 clusters Score -7945680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7945684.000000 Penalty: 3618.869385
	Iteration 23Q: 3 clusters Score -7945684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7945686.000000 Penalty: 3618.869385
	Iteration 24Q: 3 clusters Score -7945686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7945685.000000 Penalty: 3618.869385
	Iteration 25Q: 3 clusters Score -7945685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7945687.000000 Penalty: 3618.869385
	Iteration 26Q: 3 clusters Score -7945687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7945690.000000 Penalty: 3618.869385
	Iteration 27Q: 3 clusters Score -7945690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7945689.500000 Penalty: 3618.869385
	Iteration 28Q: 3 clusters Score -7945690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7945694.500000 Penalty: 3618.869385
	Iteration 29Q: 3 clusters Score -7945694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7945705.500000 Penalty: 3618.869385
	Iteration 30Q: 3 clusters Score -7945706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7945708.500000 Penalty: 3618.869385
	Iteration 31Q: 3 clusters Score -7945708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7945709.500000 Penalty: 3618.869385
	Iteration 32Q: 3 clusters Score -7945710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7945705.500000 Penalty: 3618.869385
	Iteration 33Q: 3 clusters Score -7945706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7945712.500000 Penalty: 3618.869385
	Iteration 34Q: 3 clusters Score -7945712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7945712.500000 Penalty: 3618.869385
	Iteration 35F: 3 clusters Score -7945712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (120893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120893 members 
Entering Unmasked Estep 
Score: -13695387.000000 Penalty: 1901.682495
	Iteration 0F: 2 clusters Score -1.369539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -13614933.000000 Penalty: 3803.364990
	Iteration 0F: 3 clusters Score -1.361493e+07 nChanged 57858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -13649582.000000 Penalty: 3803.364990
	Iteration 1F: 3 clusters Score -1.364958e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -13651376.000000 Penalty: 3803.364990
	Iteration 2Q: 3 clusters Score -1.365138e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 67399 members 
Entering Unmasked Estep 
Score: -13654208.000000 Penalty: 3803.364990
	Iteration 3Q: 3 clusters Score -1.365421e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -13658968.000000 Penalty: 3803.364990
	Iteration 4F: 3 clusters Score -1.365897e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -13666086.000000 Penalty: 3803.364990
	Iteration 5F: 3 clusters Score -1.366609e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 82166 members 
Entering Unmasked Estep 
Score: -13674282.000000 Penalty: 3803.364990
	Iteration 6F: 3 clusters Score -1.367428e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 86770 members 
Entering Unmasked Estep 
Score: -13681433.000000 Penalty: 3803.364990
	Iteration 7F: 3 clusters Score -1.368143e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 89600 members 
Entering Unmasked Estep 
Score: -13685778.000000 Penalty: 3803.364990
	Iteration 8Q: 3 clusters Score -1.368578e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 91570 members 
Entering Unmasked Estep 
Score: -13687705.000000 Penalty: 3803.364990
	Iteration 9Q: 3 clusters Score -1.36877e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 93240 members 
Entering Unmasked Estep 
Score: -13688687.000000 Penalty: 3803.364990
	Iteration 10Q: 3 clusters Score -1.368869e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 94774 members 
Entering Unmasked Estep 
Score: -13689497.000000 Penalty: 3803.364990
	Iteration 11Q: 3 clusters Score -1.36895e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 96236 members 
Entering Unmasked Estep 
Score: -13690073.000000 Penalty: 3803.364990
	Iteration 12Q: 3 clusters Score -1.369007e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 97615 members 
Entering Unmasked Estep 
Score: -13690582.000000 Penalty: 3803.364990
	Iteration 13Q: 3 clusters Score -1.369058e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 98954 members 
Entering Unmasked Estep 
Score: -13690987.000000 Penalty: 3803.364990
	Iteration 14Q: 3 clusters Score -1.369099e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 100271 members 
Entering Unmasked Estep 
Score: -13691331.000000 Penalty: 3803.364990
	Iteration 15Q: 3 clusters Score -1.369133e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 101566 members 
Entering Unmasked Estep 
Score: -13691719.000000 Penalty: 3803.364990
	Iteration 16Q: 3 clusters Score -1.369172e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -13692123.000000 Penalty: 3803.364990
	Iteration 17Q: 3 clusters Score -1.369212e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 103869 members 
Entering Unmasked Estep 
Score: -13692365.000000 Penalty: 3803.364990
	Iteration 18Q: 3 clusters Score -1.369236e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 105011 members 
Entering Unmasked Estep 
Score: -13692659.000000 Penalty: 3803.364990
	Iteration 19Q: 3 clusters Score -1.369266e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 106125 members 
Entering Unmasked Estep 
Score: -13693028.000000 Penalty: 3803.364990
	Iteration 20F: 3 clusters Score -1.369303e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 107182 members 
Entering Unmasked Estep 
Score: -13693273.000000 Penalty: 3803.364990
	Iteration 21Q: 3 clusters Score -1.369327e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 108160 members 
Entering Unmasked Estep 
Score: -13693458.000000 Penalty: 3803.364990
	Iteration 22Q: 3 clusters Score -1.369346e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 109050 members 
Entering Unmasked Estep 
Score: -13693660.000000 Penalty: 3803.364990
	Iteration 23Q: 3 clusters Score -1.369366e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 109867 members 
Entering Unmasked Estep 
Score: -13693885.000000 Penalty: 3803.364990
	Iteration 24Q: 3 clusters Score -1.369388e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 110649 members 
Entering Unmasked Estep 
Score: -13694081.000000 Penalty: 3803.364990
	Iteration 25Q: 3 clusters Score -1.369408e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 111369 members 
Entering Unmasked Estep 
Score: -13694275.000000 Penalty: 3803.364990
	Iteration 26Q: 3 clusters Score -1.369428e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 111992 members 
Entering Unmasked Estep 
Score: -13694367.000000 Penalty: 3803.364990
	Iteration 27Q: 3 clusters Score -1.369437e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 112583 members 
Entering Unmasked Estep 
Score: -13694510.000000 Penalty: 3803.364990
	Iteration 28Q: 3 clusters Score -1.369451e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 113147 members 
Entering Unmasked Estep 
Score: -13694642.000000 Penalty: 3803.364990
	Iteration 29Q: 3 clusters Score -1.369464e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 113667 members 
Entering Unmasked Estep 
Score: -13694690.000000 Penalty: 3803.364990
	Iteration 30Q: 3 clusters Score -1.369469e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 114102 members 
Entering Unmasked Estep 
Score: -13694791.000000 Penalty: 3803.364990
	Iteration 31Q: 3 clusters Score -1.369479e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 114497 members 
Entering Unmasked Estep 
Score: -13694844.000000 Penalty: 3803.364990
	Iteration 32Q: 3 clusters Score -1.369484e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 114857 members 
Entering Unmasked Estep 
Score: -13694896.000000 Penalty: 3803.364990
	Iteration 33Q: 3 clusters Score -1.36949e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 115207 members 
Entering Unmasked Estep 
Score: -13694949.000000 Penalty: 3803.364990
	Iteration 34Q: 3 clusters Score -1.369495e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 115526 members 
Entering Unmasked Estep 
Score: -13694975.000000 Penalty: 3803.364990
	Iteration 35Q: 3 clusters Score -1.369498e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 115812 members 
Entering Unmasked Estep 
Score: -13695035.000000 Penalty: 3803.364990
	Iteration 36Q: 3 clusters Score -1.369504e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 116063 members 
Entering Unmasked Estep 
Score: -13695078.000000 Penalty: 3803.364990
	Iteration 37Q: 3 clusters Score -1.369508e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 116282 members 
Entering Unmasked Estep 
Score: -13695104.000000 Penalty: 3803.364990
	Iteration 38Q: 3 clusters Score -1.36951e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 116462 members 
Entering Unmasked Estep 
Score: -13695163.000000 Penalty: 3803.364990
	Iteration 39Q: 3 clusters Score -1.369516e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 116616 members 
Entering Unmasked Estep 
Score: -13695185.000000 Penalty: 3803.364990
	Iteration 40F: 3 clusters Score -1.369518e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 116746 members 
Entering Unmasked Estep 
Score: -13695160.000000 Penalty: 3803.364990
	Iteration 41Q: 3 clusters Score -1.369516e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 116845 members 
Entering Unmasked Estep 
Score: -13695184.000000 Penalty: 3803.364990
	Iteration 42Q: 3 clusters Score -1.369518e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 116926 members 
Entering Unmasked Estep 
Score: -13695203.000000 Penalty: 3803.364990
	Iteration 43Q: 3 clusters Score -1.36952e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 117016 members 
Entering Unmasked Estep 
Score: -13695224.000000 Penalty: 3803.364990
	Iteration 44Q: 3 clusters Score -1.369522e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 117083 members 
Entering Unmasked Estep 
Score: -13695210.000000 Penalty: 3803.364990
	Iteration 45Q: 3 clusters Score -1.369521e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 117136 members 
Entering Unmasked Estep 
Score: -13695214.000000 Penalty: 3803.364990
	Iteration 46Q: 3 clusters Score -1.369521e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 117190 members 
Entering Unmasked Estep 
Score: -13695217.000000 Penalty: 3803.364990
	Iteration 47Q: 3 clusters Score -1.369522e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 117236 members 
Entering Unmasked Estep 
Score: -13695221.000000 Penalty: 3803.364990
	Iteration 48Q: 3 clusters Score -1.369522e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 117281 members 
Entering Unmasked Estep 
Score: -13695236.000000 Penalty: 3803.364990
	Iteration 49Q: 3 clusters Score -1.369524e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 117318 members 
Entering Unmasked Estep 
Score: -13695231.000000 Penalty: 3803.364990
	Iteration 50Q: 3 clusters Score -1.369523e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 117354 members 
Entering Unmasked Estep 
Score: -13695245.000000 Penalty: 3803.364990
	Iteration 51Q: 3 clusters Score -1.369524e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 117382 members 
Entering Unmasked Estep 
Score: -13695255.000000 Penalty: 3803.364990
	Iteration 52Q: 3 clusters Score -1.369526e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 117415 members 
Entering Unmasked Estep 
Score: -13695272.000000 Penalty: 3803.364990
	Iteration 53Q: 3 clusters Score -1.369527e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 117448 members 
Entering Unmasked Estep 
Score: -13695266.000000 Penalty: 3803.364990
	Iteration 54Q: 3 clusters Score -1.369527e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 117475 members 
Entering Unmasked Estep 
Score: -13695274.000000 Penalty: 3803.364990
	Iteration 55Q: 3 clusters Score -1.369527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 117496 members 
Entering Unmasked Estep 
Score: -13695283.000000 Penalty: 3803.364990
	Iteration 56Q: 3 clusters Score -1.369528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 117514 members 
Entering Unmasked Estep 
Score: -13695269.000000 Penalty: 3803.364990
	Iteration 57Q: 3 clusters Score -1.369527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 117528 members 
Entering Unmasked Estep 
Score: -13695269.000000 Penalty: 3803.364990
	Iteration 58Q: 3 clusters Score -1.369527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 117542 members 
Entering Unmasked Estep 
Score: -13695267.000000 Penalty: 3803.364990
	Iteration 59Q: 3 clusters Score -1.369527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 117553 members 
Entering Unmasked Estep 
Score: -13695274.000000 Penalty: 3803.364990
	Iteration 60F: 3 clusters Score -1.369527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 117563 members 
Entering Unmasked Estep 
Score: -13695274.000000 Penalty: 3803.364990
	Iteration 61Q: 3 clusters Score -1.369527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 117574 members 
Entering Unmasked Estep 
Score: -13695275.000000 Penalty: 3803.364990
	Iteration 62Q: 3 clusters Score -1.369528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 117585 members 
Entering Unmasked Estep 
Score: -13695264.000000 Penalty: 3803.364990
	Iteration 63Q: 3 clusters Score -1.369526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 117594 members 
Entering Unmasked Estep 
Score: -13695286.000000 Penalty: 3803.364990
	Iteration 64Q: 3 clusters Score -1.369529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 117601 members 
Entering Unmasked Estep 
Score: -13695268.000000 Penalty: 3803.364990
	Iteration 65Q: 3 clusters Score -1.369527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 117612 members 
Entering Unmasked Estep 
Score: -13695273.000000 Penalty: 3803.364990
	Iteration 66Q: 3 clusters Score -1.369527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 117626 members 
Entering Unmasked Estep 
Score: -13695273.000000 Penalty: 3803.364990
	Iteration 67Q: 3 clusters Score -1.369527e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 117646 members 
Entering Unmasked Estep 
Score: -13695274.000000 Penalty: 3803.364990
	Iteration 68Q: 3 clusters Score -1.369527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 117657 members 
Entering Unmasked Estep 
Score: -13695290.000000 Penalty: 3803.364990
	Iteration 69Q: 3 clusters Score -1.369529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 117666 members 
Entering Unmasked Estep 
Score: -13695284.000000 Penalty: 3803.364990
	Iteration 70Q: 3 clusters Score -1.369528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 117674 members 
Entering Unmasked Estep 
Score: -13695300.000000 Penalty: 3803.364990
	Iteration 71Q: 3 clusters Score -1.36953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 117682 members 
Entering Unmasked Estep 
Score: -13695294.000000 Penalty: 3803.364990
	Iteration 72Q: 3 clusters Score -1.369529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 117693 members 
Entering Unmasked Estep 
Score: -13695314.000000 Penalty: 3803.364990
	Iteration 73Q: 3 clusters Score -1.369531e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 117705 members 
Entering Unmasked Estep 
Score: -13695292.000000 Penalty: 3803.364990
	Iteration 74Q: 3 clusters Score -1.369529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 117715 members 
Entering Unmasked Estep 
Score: -13695285.000000 Penalty: 3803.364990
	Iteration 75Q: 3 clusters Score -1.369528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 117728 members 
Entering Unmasked Estep 
Score: -13695280.000000 Penalty: 3803.364990
	Iteration 76Q: 3 clusters Score -1.369528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 117744 members 
Entering Unmasked Estep 
Score: -13695265.000000 Penalty: 3803.364990
	Iteration 77Q: 3 clusters Score -1.369526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 117757 members 
Entering Unmasked Estep 
Score: -13695285.000000 Penalty: 3803.364990
	Iteration 78Q: 3 clusters Score -1.369528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 117770 members 
Entering Unmasked Estep 
Score: -13695301.000000 Penalty: 3803.364990
	Iteration 79Q: 3 clusters Score -1.36953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 117787 members 
Entering Unmasked Estep 
Score: -13695302.000000 Penalty: 3803.364990
	Iteration 80F: 3 clusters Score -1.36953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 117804 members 
Entering Unmasked Estep 
Score: -13695309.000000 Penalty: 3803.364990
	Iteration 81Q: 3 clusters Score -1.369531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 117819 members 
Entering Unmasked Estep 
Score: -13695296.000000 Penalty: 3803.364990
	Iteration 82Q: 3 clusters Score -1.36953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 117834 members 
Entering Unmasked Estep 
Score: -13695296.000000 Penalty: 3803.364990
	Iteration 83Q: 3 clusters Score -1.36953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 117845 members 
Entering Unmasked Estep 
Score: -13695305.000000 Penalty: 3803.364990
	Iteration 84Q: 3 clusters Score -1.36953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 117851 members 
Entering Unmasked Estep 
Score: -13695299.000000 Penalty: 3803.364990
	Iteration 85Q: 3 clusters Score -1.36953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 117857 members 
Entering Unmasked Estep 
Score: -13695304.000000 Penalty: 3803.364990
	Iteration 86Q: 3 clusters Score -1.36953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 117859 members 
Entering Unmasked Estep 
Score: -13695297.000000 Penalty: 3803.364990
	Iteration 87Q: 3 clusters Score -1.36953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 117859 members 
Entering Unmasked Estep 
Score: -13695297.000000 Penalty: 3803.364990
	Iteration 88F: 3 clusters Score -1.36953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Entering Unmasked Estep 
Score: -5402774.500000 Penalty: 1748.480469
	Iteration 0F: 2 clusters Score -5402774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -5371245.500000 Penalty: 3496.960938
	Iteration 0F: 3 clusters Score -5371246 nChanged 22076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -5383961.500000 Penalty: 3496.960938
	Iteration 1F: 3 clusters Score -5383962 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -5384635.000000 Penalty: 3496.960938
	Iteration 2Q: 3 clusters Score -5384635 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -5385471.500000 Penalty: 3496.960938
	Iteration 3Q: 3 clusters Score -5385472 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -5386555.500000 Penalty: 3496.960938
	Iteration 4Q: 3 clusters Score -5386556 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -5387874.500000 Penalty: 3496.960938
	Iteration 5F: 3 clusters Score -5387874 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -5389389.500000 Penalty: 3496.960938
	Iteration 6F: 3 clusters Score -5389390 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -5391113.000000 Penalty: 3496.960938
	Iteration 7F: 3 clusters Score -5391113 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -5392896.000000 Penalty: 3496.960938
	Iteration 8F: 3 clusters Score -5392896 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -5394217.500000 Penalty: 3496.960938
	Iteration 9F: 3 clusters Score -5394218 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -5394944.000000 Penalty: 3496.960938
	Iteration 10Q: 3 clusters Score -5394944 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -5395428.000000 Penalty: 3496.960938
	Iteration 11Q: 3 clusters Score -5395428 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -5395687.000000 Penalty: 3496.960938
	Iteration 12Q: 3 clusters Score -5395687 nChanged 783
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5395902 nChanged 722
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5396124 nChanged 675
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5396342 nChanged 687
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5396580 nChanged 709
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Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5396785 nChanged 745
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5397046 nChanged 747
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5397358 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5397672 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5398049 nChanged 798
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5398437 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5398804 nChanged 709
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5399078 nChanged 641
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5399312 nChanged 576
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Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5399503 nChanged 515
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Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5399698 nChanged 471
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Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5399845 nChanged 435
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5399964 nChanged 393
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5400086 nChanged 390
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -5400185.500000 Penalty: 3496.960938
	Iteration 31Q: 3 clusters Score -5400186 nChanged 372
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Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5400260 nChanged 349
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -5400316.500000 Penalty: 3496.960938
	Iteration 33Q: 3 clusters Score -5400316 nChanged 310
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5400418 nChanged 310
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Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5400484 nChanged 294
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5400570 nChanged 281
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Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5400628 nChanged 243
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Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5400672 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5400722 nChanged 212
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Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5400739 nChanged 199
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Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5400785 nChanged 156
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Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5400806 nChanged 158
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Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5400860 nChanged 137
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Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5400894 nChanged 155
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Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5400933 nChanged 149
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Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5400966 nChanged 160
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Mstep: Class 1 contains 4207 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5400980 nChanged 142
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Mstep: Class 1 contains 4067 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5401010 nChanged 142
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Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5401048 nChanged 155
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Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5401084 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5401116 nChanged 134
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Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5401164 nChanged 116
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Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5401173 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -5401204.500000 Penalty: 3496.960938
	Iteration 54Q: 3 clusters Score -5401204 nChanged 85
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Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5401228 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -5401232.000000 Penalty: 3496.960938
	Iteration 56Q: 3 clusters Score -5401232 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -5401244.500000 Penalty: 3496.960938
	Iteration 57Q: 3 clusters Score -5401244 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5401250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -5401255.000000 Penalty: 3496.960938
	Iteration 59Q: 3 clusters Score -5401255 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -5401258.000000 Penalty: 3496.960938
	Iteration 60F: 3 clusters Score -5401258 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -5401252.000000 Penalty: 3496.960938
	Iteration 61Q: 3 clusters Score -5401252 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5401260 nChanged 21
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Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5401264 nChanged 21
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Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -5401272.000000 Penalty: 3496.960938
	Iteration 64Q: 3 clusters Score -5401272 nChanged 25
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Mstep: Class 1 contains 2785 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5401274 nChanged 15
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Mstep: Class 1 contains 2770 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5401278 nChanged 21
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Mstep: Class 1 contains 2751 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5401286 nChanged 18
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Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5401287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -5401290.000000 Penalty: 3496.960938
	Iteration 69Q: 3 clusters Score -5401290 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5401296 nChanged 27
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Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5401298 nChanged 24
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Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -5401309.000000 Penalty: 3496.960938
	Iteration 72Q: 3 clusters Score -5401309 nChanged 25
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Mstep: Class 1 contains 2634 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5401313 nChanged 20
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Mstep: Class 1 contains 2614 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5401312 nChanged 26
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Mstep: Class 1 contains 2590 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5401308 nChanged 23
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Mstep: Class 1 contains 2567 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5401310 nChanged 25
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Mstep: Class 1 contains 2546 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5401316 nChanged 27
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Mstep: Class 1 contains 2519 members 
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Entering Unmasked Estep 
Score: -5401335.000000 Penalty: 3496.960938
	Iteration 78Q: 3 clusters Score -5401335 nChanged 21
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Mstep: Class 1 contains 2498 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5401332 nChanged 16
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Mstep: Class 1 contains 2484 members 
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Entering Unmasked Estep 
Score: -5401340.500000 Penalty: 3496.960938
	Iteration 80F: 3 clusters Score -5401340 nChanged 21
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Mstep: Class 1 contains 2467 members 
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	Iteration 81Q: 3 clusters Score -5401340 nChanged 21
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Mstep: Class 1 contains 2446 members 
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	Iteration 82Q: 3 clusters Score -5401352 nChanged 22
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Mstep: Class 1 contains 2426 members 
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	Iteration 83Q: 3 clusters Score -5401350 nChanged 20
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Mstep: Class 1 contains 2408 members 
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Entering Unmasked Estep 
Score: -5401355.500000 Penalty: 3496.960938
	Iteration 84Q: 3 clusters Score -5401356 nChanged 12
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Mstep: Class 1 contains 2398 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5401352 nChanged 15
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Mstep: Class 1 contains 2383 members 
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	Iteration 86Q: 3 clusters Score -5401349 nChanged 16
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	Iteration 87Q: 3 clusters Score -5401348 nChanged 14
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Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 44740 members 
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	Iteration 88Q: 3 clusters Score -5401352 nChanged 22
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Mstep: Class 1 contains 2331 members 
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	Iteration 89Q: 3 clusters Score -5401351 nChanged 30
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Mstep: Class 1 contains 2305 members 
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	Iteration 90Q: 3 clusters Score -5401360 nChanged 27
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Mstep: Class 1 contains 2282 members 
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	Iteration 91Q: 3 clusters Score -5401374 nChanged 41
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Mstep: Class 1 contains 2247 members 
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	Iteration 92Q: 3 clusters Score -5401386 nChanged 44
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Mstep: Class 1 contains 2211 members 
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	Iteration 93Q: 3 clusters Score -5401395 nChanged 46
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Mstep: Class 1 contains 2171 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5401410 nChanged 55
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5401428 nChanged 66
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Mstep: Class 1 contains 2070 members 
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	Iteration 96Q: 3 clusters Score -5401452 nChanged 63
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	Iteration 97Q: 3 clusters Score -5401481 nChanged 56
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Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5401498 nChanged 61
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Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5401524 nChanged 60
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Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -5401533.500000 Penalty: 3496.960938
	Iteration 100F: 3 clusters Score -5401534 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5401566 nChanged 61
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Mstep: Class 1 contains 1783 members 
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Entering Unmasked Estep 
Score: -5401576.500000 Penalty: 3496.960938
	Iteration 102Q: 3 clusters Score -5401576 nChanged 54
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Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -5401584.500000 Penalty: 3496.960938
	Iteration 103Q: 3 clusters Score -5401584 nChanged 38
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Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -5401586.500000 Penalty: 3496.960938
	Iteration 104Q: 3 clusters Score -5401586 nChanged 34
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Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5401593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -5401615.000000 Penalty: 3496.960938
	Iteration 106Q: 3 clusters Score -5401615 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -5401623.500000 Penalty: 3496.960938
	Iteration 107Q: 3 clusters Score -5401624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -5401629.000000 Penalty: 3496.960938
	Iteration 108Q: 3 clusters Score -5401629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -5401634.500000 Penalty: 3496.960938
	Iteration 109Q: 3 clusters Score -5401634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -5401632.500000 Penalty: 3496.960938
	Iteration 110Q: 3 clusters Score -5401632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -5401639.000000 Penalty: 3496.960938
	Iteration 111Q: 3 clusters Score -5401639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -5401635.000000 Penalty: 3496.960938
	Iteration 112Q: 3 clusters Score -5401635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -5401640.500000 Penalty: 3496.960938
	Iteration 113Q: 3 clusters Score -5401640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -5401643.000000 Penalty: 3496.960938
	Iteration 114Q: 3 clusters Score -5401643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -5401642.000000 Penalty: 3496.960938
	Iteration 115Q: 3 clusters Score -5401642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -5401647.000000 Penalty: 3496.960938
	Iteration 116Q: 3 clusters Score -5401647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -5401642.500000 Penalty: 3496.960938
	Iteration 117Q: 3 clusters Score -5401642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -5401645.500000 Penalty: 3496.960938
	Iteration 118Q: 3 clusters Score -5401646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -5401645.500000 Penalty: 3496.960938
	Iteration 119Q: 3 clusters Score -5401646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -5401645.000000 Penalty: 3496.960938
	Iteration 120F: 3 clusters Score -5401645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -5401646.500000 Penalty: 3496.960938
	Iteration 121Q: 3 clusters Score -5401646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -5401643.500000 Penalty: 3496.960938
	Iteration 122Q: 3 clusters Score -5401644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -5401644.000000 Penalty: 3496.960938
	Iteration 123Q: 3 clusters Score -5401644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -5401645.000000 Penalty: 3496.960938
	Iteration 124Q: 3 clusters Score -5401645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -5401645.000000 Penalty: 3496.960938
	Iteration 125F: 3 clusters Score -5401645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -101141.656250 Penalty: 1122.184937
	Iteration 0F: 2 clusters Score -101141.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -99738.656250 Penalty: 2244.369873
	Iteration 0F: 3 clusters Score -99738.66 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -100050.593750 Penalty: 2244.369873
	Iteration 1F: 3 clusters Score -100050.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100291.937500 Penalty: 2244.369873
	Iteration 2F: 3 clusters Score -100291.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -100536.281250 Penalty: 2244.369873
	Iteration 3F: 3 clusters Score -100536.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -100656.679688 Penalty: 2244.369873
	Iteration 4F: 3 clusters Score -100656.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -100703.039062 Penalty: 2244.369873
	Iteration 5Q: 3 clusters Score -100703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -100741.539062 Penalty: 2244.369873
	Iteration 6Q: 3 clusters Score -100741.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -100756.937500 Penalty: 2244.369873
	Iteration 7Q: 3 clusters Score -100756.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -100767.632812 Penalty: 2244.369873
	Iteration 8Q: 3 clusters Score -100767.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -100778.367188 Penalty: 2244.369873
	Iteration 9Q: 3 clusters Score -100778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -100782.671875 Penalty: 2244.369873
	Iteration 10Q: 3 clusters Score -100782.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -100790.421875 Penalty: 2244.369873
	Iteration 11Q: 3 clusters Score -100790.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -100806.414062 Penalty: 2244.369873
	Iteration 12Q: 3 clusters Score -100806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -100808.007812 Penalty: 2244.369873
	Iteration 13Q: 3 clusters Score -100808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -100808.007812 Penalty: 2244.369873
	Iteration 14F: 3 clusters Score -100808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Entering Unmasked Estep 
Score: -4459854.500000 Penalty: 1723.119019
	Iteration 0F: 2 clusters Score -4459854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -4432939.500000 Penalty: 3446.238037
	Iteration 0F: 3 clusters Score -4432940 nChanged 18624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -4443466.500000 Penalty: 3446.238037
	Iteration 1F: 3 clusters Score -4443466 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -4444145.500000 Penalty: 3446.238037
	Iteration 2Q: 3 clusters Score -4444146 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -4445101.000000 Penalty: 3446.238037
	Iteration 3F: 3 clusters Score -4445101 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -4446735.500000 Penalty: 3446.238037
	Iteration 4F: 3 clusters Score -4446736 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -4449366.500000 Penalty: 3446.238037
	Iteration 5F: 3 clusters Score -4449366 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -4452628.000000 Penalty: 3446.238037
	Iteration 6F: 3 clusters Score -4452628 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4455567.000000 Penalty: 3446.238037
	Iteration 7F: 3 clusters Score -4455567 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4457325.000000 Penalty: 3446.238037
	Iteration 8Q: 3 clusters Score -4457325 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4458120.500000 Penalty: 3446.238037
	Iteration 9Q: 3 clusters Score -4458120 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4458463.000000 Penalty: 3446.238037
	Iteration 10Q: 3 clusters Score -4458463 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4458652.500000 Penalty: 3446.238037
	Iteration 11Q: 3 clusters Score -4458652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4458760.500000 Penalty: 3446.238037
	Iteration 12Q: 3 clusters Score -4458760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4458818.500000 Penalty: 3446.238037
	Iteration 13Q: 3 clusters Score -4458818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4458861.000000 Penalty: 3446.238037
	Iteration 14Q: 3 clusters Score -4458861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4458879.000000 Penalty: 3446.238037
	Iteration 15Q: 3 clusters Score -4458879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4458902.500000 Penalty: 3446.238037
	Iteration 16Q: 3 clusters Score -4458902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4458909.000000 Penalty: 3446.238037
	Iteration 17Q: 3 clusters Score -4458909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4458912.000000 Penalty: 3446.238037
	Iteration 18Q: 3 clusters Score -4458912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -4458913.500000 Penalty: 3446.238037
	Iteration 19Q: 3 clusters Score -4458914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4458929.500000 Penalty: 3446.238037
	Iteration 20F: 3 clusters Score -4458930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Entering Unmasked Estep 
Score: -2710139.750000 Penalty: 1635.812988
	Iteration 0F: 2 clusters Score -2710140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2694135.750000 Penalty: 3271.625977
	Iteration 0F: 3 clusters Score -2694136 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2700019.500000 Penalty: 3271.625977
	Iteration 1F: 3 clusters Score -2700020 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2700317.000000 Penalty: 3271.625977
	Iteration 2Q: 3 clusters Score -2700317 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2700566.000000 Penalty: 3271.625977
	Iteration 3Q: 3 clusters Score -2700566 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2700807.000000 Penalty: 3271.625977
	Iteration 4Q: 3 clusters Score -2700807 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2701026.250000 Penalty: 3271.625977
	Iteration 5Q: 3 clusters Score -2701026 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2701257.500000 Penalty: 3271.625977
	Iteration 6Q: 3 clusters Score -2701258 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2701586.500000 Penalty: 3271.625977
	Iteration 7Q: 3 clusters Score -2701586 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2702008.000000 Penalty: 3271.625977
	Iteration 8Q: 3 clusters Score -2702008 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2702561.750000 Penalty: 3271.625977
	Iteration 9Q: 3 clusters Score -2702562 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2703274.500000 Penalty: 3271.625977
	Iteration 10Q: 3 clusters Score -2703274 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2704102.250000 Penalty: 3271.625977
	Iteration 11F: 3 clusters Score -2704102 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2705059.000000 Penalty: 3271.625977
	Iteration 12F: 3 clusters Score -2705059 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2705995.500000 Penalty: 3271.625977
	Iteration 13Q: 3 clusters Score -2705996 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2706790.000000 Penalty: 3271.625977
	Iteration 14Q: 3 clusters Score -2706790 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2707362.500000 Penalty: 3271.625977
	Iteration 15Q: 3 clusters Score -2707362 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2707756.750000 Penalty: 3271.625977
	Iteration 16Q: 3 clusters Score -2707757 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2708053.500000 Penalty: 3271.625977
	Iteration 17Q: 3 clusters Score -2708054 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2708228.500000 Penalty: 3271.625977
	Iteration 18Q: 3 clusters Score -2708228 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -2708357.500000 Penalty: 3271.625977
	Iteration 19Q: 3 clusters Score -2708358 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -2708475.500000 Penalty: 3271.625977
	Iteration 20F: 3 clusters Score -2708476 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2708551.250000 Penalty: 3271.625977
	Iteration 21Q: 3 clusters Score -2708551 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -2708602.750000 Penalty: 3271.625977
	Iteration 22Q: 3 clusters Score -2708603 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2708651.500000 Penalty: 3271.625977
	Iteration 23Q: 3 clusters Score -2708652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2708692.750000 Penalty: 3271.625977
	Iteration 24Q: 3 clusters Score -2708693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2708713.000000 Penalty: 3271.625977
	Iteration 25Q: 3 clusters Score -2708713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2708732.000000 Penalty: 3271.625977
	Iteration 26Q: 3 clusters Score -2708732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2708745.750000 Penalty: 3271.625977
	Iteration 27Q: 3 clusters Score -2708746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -2708766.000000 Penalty: 3271.625977
	Iteration 28Q: 3 clusters Score -2708766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2708777.000000 Penalty: 3271.625977
	Iteration 29Q: 3 clusters Score -2708777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -2708784.500000 Penalty: 3271.625977
	Iteration 30Q: 3 clusters Score -2708784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -2708786.750000 Penalty: 3271.625977
	Iteration 31Q: 3 clusters Score -2708787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2708791.750000 Penalty: 3271.625977
	Iteration 32Q: 3 clusters Score -2708792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -2708801.500000 Penalty: 3271.625977
	Iteration 33Q: 3 clusters Score -2708802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -2708802.250000 Penalty: 3271.625977
	Iteration 34Q: 3 clusters Score -2708802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2708813.500000 Penalty: 3271.625977
	Iteration 35Q: 3 clusters Score -2708814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -2708813.000000 Penalty: 3271.625977
	Iteration 36Q: 3 clusters Score -2708813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2708821.000000 Penalty: 3271.625977
	Iteration 37Q: 3 clusters Score -2708821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2708821.250000 Penalty: 3271.625977
	Iteration 38Q: 3 clusters Score -2708821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -2708822.500000 Penalty: 3271.625977
	Iteration 39Q: 3 clusters Score -2708822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -2708822.500000 Penalty: 3271.625977
	Iteration 40F: 3 clusters Score -2708822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Entering Unmasked Estep 
Score: -1204855.750000 Penalty: 1507.781128
	Iteration 0F: 2 clusters Score -1204856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1197299.875000 Penalty: 3015.562256
	Iteration 0F: 3 clusters Score -1197300 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1199778.125000 Penalty: 3015.562256
	Iteration 1F: 3 clusters Score -1199778 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1200085.125000 Penalty: 3015.562256
	Iteration 2F: 3 clusters Score -1200085 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1200425.125000 Penalty: 3015.562256
	Iteration 3F: 3 clusters Score -1200425 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1200824.250000 Penalty: 3015.562256
	Iteration 4F: 3 clusters Score -1200824 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1201355.875000 Penalty: 3015.562256
	Iteration 5F: 3 clusters Score -1201356 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1201943.625000 Penalty: 3015.562256
	Iteration 6F: 3 clusters Score -1201944 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1202519.500000 Penalty: 3015.562256
	Iteration 7F: 3 clusters Score -1202520 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1202971.375000 Penalty: 3015.562256
	Iteration 8Q: 3 clusters Score -1202971 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1203295.125000 Penalty: 3015.562256
	Iteration 9Q: 3 clusters Score -1203295 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1203673.750000 Penalty: 3015.562256
	Iteration 10Q: 3 clusters Score -1203674 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1204143.375000 Penalty: 3015.562256
	Iteration 11Q: 3 clusters Score -1204143 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1204467.375000 Penalty: 3015.562256
	Iteration 12Q: 3 clusters Score -1204467 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1204717.375000 Penalty: 3015.562256
	Iteration 13Q: 3 clusters Score -1204717 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1204939.250000 Penalty: 3015.562256
	Iteration 14Q: 3 clusters Score -1204939 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1205155.500000 Penalty: 3015.562256
	Iteration 15Q: 3 clusters Score -1205156 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1205332.250000 Penalty: 3015.562256
	Iteration 16Q: 3 clusters Score -1205332 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1205460.875000 Penalty: 3015.562256
	Iteration 17Q: 3 clusters Score -1205461 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1205557.250000 Penalty: 3015.562256
	Iteration 18Q: 3 clusters Score -1205557 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1205632.000000 Penalty: 3015.562256
	Iteration 19Q: 3 clusters Score -1205632 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1205705.500000 Penalty: 3015.562256
	Iteration 20F: 3 clusters Score -1205706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1205755.625000 Penalty: 3015.562256
	Iteration 21Q: 3 clusters Score -1205756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1205848.250000 Penalty: 3015.562256
	Iteration 22Q: 3 clusters Score -1205848 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1206026.875000 Penalty: 3015.562256
	Iteration 23Q: 3 clusters Score -1206027 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1206456.625000 Penalty: 3015.562256
	Iteration 24Q: 3 clusters Score -1206457 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1207133.250000 Penalty: 3015.562256
	Iteration 25Q: 3 clusters Score -1207133 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1207578.375000 Penalty: 3015.562256
	Iteration 26Q: 3 clusters Score -1207578 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1207842.750000 Penalty: 3015.562256
	Iteration 27Q: 3 clusters Score -1207843 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1207987.750000 Penalty: 3015.562256
	Iteration 28Q: 3 clusters Score -1207988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1208031.875000 Penalty: 3015.562256
	Iteration 29Q: 3 clusters Score -1208032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1208050.000000 Penalty: 3015.562256
	Iteration 30Q: 3 clusters Score -1208050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1208068.875000 Penalty: 3015.562256
	Iteration 31Q: 3 clusters Score -1208069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1208077.250000 Penalty: 3015.562256
	Iteration 32Q: 3 clusters Score -1208077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1208077.625000 Penalty: 3015.562256
	Iteration 33Q: 3 clusters Score -1208078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1208078.875000 Penalty: 3015.562256
	Iteration 34Q: 3 clusters Score -1208079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1208079.750000 Penalty: 3015.562256
	Iteration 35Q: 3 clusters Score -1208080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1208079.875000 Penalty: 3015.562256
	Iteration 36Q: 3 clusters Score -1208080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1208126.750000 Penalty: 3015.562256
	Iteration 37F: 3 clusters Score -1208127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1208151.125000 Penalty: 3015.562256
	Iteration 38Q: 3 clusters Score -1208151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1208158.625000 Penalty: 3015.562256
	Iteration 39Q: 3 clusters Score -1208159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1208164.750000 Penalty: 3015.562256
	Iteration 40F: 3 clusters Score -1208165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1208166.000000 Penalty: 3015.562256
	Iteration 41Q: 3 clusters Score -1208166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1208165.125000 Penalty: 3015.562256
	Iteration 42Q: 3 clusters Score -1208165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1208165.250000 Penalty: 3015.562256
	Iteration 43Q: 3 clusters Score -1208165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1208165.250000 Penalty: 3015.562256
	Iteration 44F: 3 clusters Score -1208165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 103050 members 
Mstep: Class 4 contains 15329 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 107405 members 
Mstep: Class 7 contains 9922 members 
Mstep: Class 8 contains 10693 members 
Mstep: Class 9 contains 64034 members 
Mstep: Class 10 contains 158186 members 
Mstep: Class 11 contains 68527 members 
Mstep: Class 12 contains 120893 members 
Mstep: Class 13 contains 47093 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 40288 members 
Mstep: Class 16 contains 23542 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 104340 members 
Mstep: Class 19 contains 6828 members 
Mstep: Class 20 contains 3611 members 
Mstep: Class 21 contains 3479 members 
Entering Unmasked Estep 
Score: -102084608.000000 Penalty: 46826.460938
Splitting cluster 17 changes total score from -102082312.000000 to -102084608.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 18 (104340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104340 members 
Entering Unmasked Estep 
Score: -11998842.000000 Penalty: 1877.754150
	Iteration 0F: 2 clusters Score -1.199884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -11931887.000000 Penalty: 3755.508301
	Iteration 0F: 3 clusters Score -1.193189e+07 nChanged 49907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -11960632.000000 Penalty: 3755.508301
	Iteration 1F: 3 clusters Score -1.196063e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -11961130.000000 Penalty: 3755.508301
	Iteration 2Q: 3 clusters Score -1.196113e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -11961726.000000 Penalty: 3755.508301
	Iteration 3Q: 3 clusters Score -1.196173e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -11962572.000000 Penalty: 3755.508301
	Iteration 4Q: 3 clusters Score -1.196257e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -11963986.000000 Penalty: 3755.508301
	Iteration 5Q: 3 clusters Score -1.196399e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -11966469.000000 Penalty: 3755.508301
	Iteration 6Q: 3 clusters Score -1.196647e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -11970333.000000 Penalty: 3755.508301
	Iteration 7F: 3 clusters Score -1.197033e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -11976013.000000 Penalty: 3755.508301
	Iteration 8F: 3 clusters Score -1.197601e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -11982475.000000 Penalty: 3755.508301
	Iteration 9F: 3 clusters Score -1.198248e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91317 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -11988515.000000 Penalty: 3755.508301
	Iteration 10F: 3 clusters Score -1.198852e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -11992883.000000 Penalty: 3755.508301
	Iteration 11F: 3 clusters Score -1.199288e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100472 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -11995559.000000 Penalty: 3755.508301
	Iteration 12Q: 3 clusters Score -1.199556e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -11997089.000000 Penalty: 3755.508301
	Iteration 13Q: 3 clusters Score -1.199709e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102864 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11997886.000000 Penalty: 3755.508301
	Iteration 14Q: 3 clusters Score -1.199789e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103066 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -11998424.000000 Penalty: 3755.508301
	Iteration 15Q: 3 clusters Score -1.199842e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103088 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -11998688.000000 Penalty: 3755.508301
	Iteration 16Q: 3 clusters Score -1.199869e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103064 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -11998852.000000 Penalty: 3755.508301
	Iteration 17Q: 3 clusters Score -1.199885e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -11998896.000000 Penalty: 3755.508301
	Iteration 18Q: 3 clusters Score -1.19989e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103005 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -11998967.000000 Penalty: 3755.508301
	Iteration 19Q: 3 clusters Score -1.199897e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -11999017.000000 Penalty: 3755.508301
	Iteration 20F: 3 clusters Score -1.199902e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102954 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11999004.000000 Penalty: 3755.508301
	Iteration 21Q: 3 clusters Score -1.1999e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102920 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -11999025.000000 Penalty: 3755.508301
	Iteration 22Q: 3 clusters Score -1.199902e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102897 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -11999014.000000 Penalty: 3755.508301
	Iteration 23Q: 3 clusters Score -1.199901e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102877 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -11999022.000000 Penalty: 3755.508301
	Iteration 24Q: 3 clusters Score -1.199902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102860 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -11999033.000000 Penalty: 3755.508301
	Iteration 25Q: 3 clusters Score -1.199903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11999050.000000 Penalty: 3755.508301
	Iteration 26Q: 3 clusters Score -1.199905e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102828 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -11999045.000000 Penalty: 3755.508301
	Iteration 27Q: 3 clusters Score -1.199904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11999048.000000 Penalty: 3755.508301
	Iteration 28Q: 3 clusters Score -1.199905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102816 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -11999046.000000 Penalty: 3755.508301
	Iteration 29Q: 3 clusters Score -1.199905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102810 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -11999049.000000 Penalty: 3755.508301
	Iteration 30Q: 3 clusters Score -1.199905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102810 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -11999045.000000 Penalty: 3755.508301
	Iteration 31Q: 3 clusters Score -1.199904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102810 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -11999045.000000 Penalty: 3755.508301
	Iteration 32F: 3 clusters Score -1.199904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 103050 members 
Mstep: Class 4 contains 15329 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 107405 members 
Mstep: Class 7 contains 9922 members 
Mstep: Class 8 contains 10693 members 
Mstep: Class 9 contains 64034 members 
Mstep: Class 10 contains 158186 members 
Mstep: Class 11 contains 68527 members 
Mstep: Class 12 contains 120893 members 
Mstep: Class 13 contains 47093 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 40288 members 
Mstep: Class 16 contains 23542 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 102810 members 
Mstep: Class 19 contains 6828 members 
Mstep: Class 20 contains 3611 members 
Mstep: Class 21 contains 3479 members 
Mstep: Class 22 contains 1530 members 
Entering Unmasked Estep 
Score: -102084392.000000 Penalty: 49056.292969
Splitting cluster 18 changes total score from -102082312.000000 to -102084392.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 20 (3611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Entering Unmasked Estep 
Score: -390490.625000 Penalty: 1331.157715
	Iteration 0F: 2 clusters Score -390490.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -387369.343750 Penalty: 2662.315430
	Iteration 0F: 3 clusters Score -387369.3 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -388237.750000 Penalty: 2662.315430
	Iteration 1F: 3 clusters Score -388237.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -388420.781250 Penalty: 2662.315430
	Iteration 2F: 3 clusters Score -388420.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -388586.906250 Penalty: 2662.315430
	Iteration 3F: 3 clusters Score -388586.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -388739.937500 Penalty: 2662.315430
	Iteration 4F: 3 clusters Score -388739.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -388888.718750 Penalty: 2662.315430
	Iteration 5Q: 3 clusters Score -388888.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -389049.406250 Penalty: 2662.315430
	Iteration 6Q: 3 clusters Score -389049.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -389197.718750 Penalty: 2662.315430
	Iteration 7Q: 3 clusters Score -389197.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -389337.406250 Penalty: 2662.315430
	Iteration 8Q: 3 clusters Score -389337.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -389465.625000 Penalty: 2662.315430
	Iteration 9Q: 3 clusters Score -389465.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -389574.093750 Penalty: 2662.315430
	Iteration 10Q: 3 clusters Score -389574.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -389653.781250 Penalty: 2662.315430
	Iteration 11Q: 3 clusters Score -389653.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -389715.093750 Penalty: 2662.315430
	Iteration 12Q: 3 clusters Score -389715.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -389760.468750 Penalty: 2662.315430
	Iteration 13Q: 3 clusters Score -389760.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -389811.375000 Penalty: 2662.315430
	Iteration 14Q: 3 clusters Score -389811.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -389857.843750 Penalty: 2662.315430
	Iteration 15Q: 3 clusters Score -389857.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -389892.000000 Penalty: 2662.315430
	Iteration 16Q: 3 clusters Score -389892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -389919.781250 Penalty: 2662.315430
	Iteration 17Q: 3 clusters Score -389919.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -389954.281250 Penalty: 2662.315430
	Iteration 18Q: 3 clusters Score -389954.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -389997.031250 Penalty: 2662.315430
	Iteration 19Q: 3 clusters Score -389997 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -390038.593750 Penalty: 2662.315430
	Iteration 20F: 3 clusters Score -390038.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -390077.718750 Penalty: 2662.315430
	Iteration 21Q: 3 clusters Score -390077.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -390098.968750 Penalty: 2662.315430
	Iteration 22Q: 3 clusters Score -390099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -390113.468750 Penalty: 2662.315430
	Iteration 23Q: 3 clusters Score -390113.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -390126.812500 Penalty: 2662.315430
	Iteration 24Q: 3 clusters Score -390126.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -390134.875000 Penalty: 2662.315430
	Iteration 25Q: 3 clusters Score -390134.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -390138.687500 Penalty: 2662.315430
	Iteration 26Q: 3 clusters Score -390138.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -390143.156250 Penalty: 2662.315430
	Iteration 27Q: 3 clusters Score -390143.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -390147.187500 Penalty: 2662.315430
	Iteration 28Q: 3 clusters Score -390147.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -390150.500000 Penalty: 2662.315430
	Iteration 29Q: 3 clusters Score -390150.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -390154.000000 Penalty: 2662.315430
	Iteration 30Q: 3 clusters Score -390154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -390155.937500 Penalty: 2662.315430
	Iteration 31Q: 3 clusters Score -390155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -390155.187500 Penalty: 2662.315430
	Iteration 32Q: 3 clusters Score -390155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -390155.187500 Penalty: 2662.315430
	Iteration 33F: 3 clusters Score -390155.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Entering Unmasked Estep 
Score: -372387.437500 Penalty: 1325.106201
	Iteration 0F: 2 clusters Score -372387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -369362.562500 Penalty: 2650.212402
	Iteration 0F: 3 clusters Score -369362.6 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -370180.718750 Penalty: 2650.212402
	Iteration 1F: 3 clusters Score -370180.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -370493.312500 Penalty: 2650.212402
	Iteration 2F: 3 clusters Score -370493.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -370833.937500 Penalty: 2650.212402
	Iteration 3F: 3 clusters Score -370833.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -371259.937500 Penalty: 2650.212402
	Iteration 4F: 3 clusters Score -371259.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -371630.625000 Penalty: 2650.212402
	Iteration 5F: 3 clusters Score -371630.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -371897.593750 Penalty: 2650.212402
	Iteration 6F: 3 clusters Score -371897.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -372034.187500 Penalty: 2650.212402
	Iteration 7Q: 3 clusters Score -372034.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -372111.500000 Penalty: 2650.212402
	Iteration 8Q: 3 clusters Score -372111.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -372159.437500 Penalty: 2650.212402
	Iteration 9Q: 3 clusters Score -372159.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -372186.156250 Penalty: 2650.212402
	Iteration 10Q: 3 clusters Score -372186.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -372199.437500 Penalty: 2650.212402
	Iteration 11Q: 3 clusters Score -372199.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -372209.437500 Penalty: 2650.212402
	Iteration 12Q: 3 clusters Score -372209.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -372212.781250 Penalty: 2650.212402
	Iteration 13Q: 3 clusters Score -372212.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -372215.625000 Penalty: 2650.212402
	Iteration 14Q: 3 clusters Score -372215.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -372218.156250 Penalty: 2650.212402
	Iteration 15Q: 3 clusters Score -372218.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -372221.687500 Penalty: 2650.212402
	Iteration 16Q: 3 clusters Score -372221.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -372222.843750 Penalty: 2650.212402
	Iteration 17Q: 3 clusters Score -372222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -372223.031250 Penalty: 2650.212402
	Iteration 18Q: 3 clusters Score -372223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -372222.562500 Penalty: 2650.212402
	Iteration 19Q: 3 clusters Score -372222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -372222.562500 Penalty: 2650.212402
	Iteration 20F: 3 clusters Score -372222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 103050 members 
Mstep: Class 4 contains 15329 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 107405 members 
Mstep: Class 7 contains 9922 members 
Mstep: Class 8 contains 10693 members 
Mstep: Class 9 contains 64034 members 
Mstep: Class 10 contains 158186 members 
Mstep: Class 11 contains 68527 members 
Mstep: Class 12 contains 120893 members 
Mstep: Class 13 contains 47093 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 40288 members 
Mstep: Class 16 contains 23542 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 102810 members 
Mstep: Class 20 contains 3611 members 
Mstep: Class 21 contains 3479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085432.000000 Penalty: 49056.292969
Iteration 79Q: 23 clusters Score -1.020854e+08 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 2930 members 
Mstep: Class 3 contains 102590 members 
Mstep: Class 4 contains 15068 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 107214 members 
Mstep: Class 7 contains 9748 members 
Mstep: Class 8 contains 10660 members 
Mstep: Class 9 contains 65003 members 
Mstep: Class 10 contains 158043 members 
Mstep: Class 11 contains 68638 members 
Mstep: Class 12 contains 121688 members 
Mstep: Class 13 contains 47350 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 40262 members 
Mstep: Class 16 contains 23460 members 
Mstep: Class 17 contains 3794 members 
Mstep: Class 18 contains 102354 members 
Mstep: Class 19 contains 6570 members 
Mstep: Class 20 contains 3651 members 
Mstep: Class 21 contains 3471 members 
Mstep: Class 22 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087424.000000 Penalty: 49056.292969
Iteration 80F: 23 clusters Score -1.020874e+08 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 101975 members 
Mstep: Class 4 contains 14774 members 
Mstep: Class 5 contains 751 members 
Mstep: Class 6 contains 106848 members 
Mstep: Class 7 contains 9597 members 
Mstep: Class 8 contains 10624 members 
Mstep: Class 9 contains 66086 members 
Mstep: Class 10 contains 157849 members 
Mstep: Class 11 contains 68490 members 
Mstep: Class 12 contains 122454 members 
Mstep: Class 13 contains 47477 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 40233 members 
Mstep: Class 16 contains 23375 members 
Mstep: Class 17 contains 3761 members 
Mstep: Class 18 contains 101503 members 
Mstep: Class 19 contains 7159 members 
Mstep: Class 20 contains 3477 members 
Mstep: Class 21 contains 3466 members 
Mstep: Class 22 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089352.000000 Penalty: 49056.292969
Iteration 81Q: 23 clusters Score -1.020894e+08 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 101433 members 
Mstep: Class 4 contains 14492 members 
Mstep: Class 5 contains 750 members 
Mstep: Class 6 contains 106429 members 
Mstep: Class 7 contains 9467 members 
Mstep: Class 8 contains 10574 members 
Mstep: Class 9 contains 67107 members 
Mstep: Class 10 contains 157702 members 
Mstep: Class 11 contains 68242 members 
Mstep: Class 12 contains 123190 members 
Mstep: Class 13 contains 47532 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 40192 members 
Mstep: Class 16 contains 23279 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 100907 members 
Mstep: Class 19 contains 7607 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 3461 members 
Mstep: Class 22 contains 2338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090232.000000 Penalty: 49056.292969
Iteration 82Q: 23 clusters Score -1.020902e+08 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2996 members 
Mstep: Class 3 contains 100875 members 
Mstep: Class 4 contains 14213 members 
Mstep: Class 5 contains 751 members 
Mstep: Class 6 contains 106028 members 
Mstep: Class 7 contains 9359 members 
Mstep: Class 8 contains 10516 members 
Mstep: Class 9 contains 68184 members 
Mstep: Class 10 contains 157579 members 
Mstep: Class 11 contains 67975 members 
Mstep: Class 12 contains 123852 members 
Mstep: Class 13 contains 47563 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 40165 members 
Mstep: Class 16 contains 23197 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 100458 members 
Mstep: Class 19 contains 7987 members 
Mstep: Class 20 contains 3288 members 
Mstep: Class 21 contains 3455 members 
Mstep: Class 22 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091312.000000 Penalty: 49056.292969
Iteration 83Q: 23 clusters Score -1.020913e+08 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 3014 members 
Mstep: Class 3 contains 100336 members 
Mstep: Class 4 contains 13913 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 105615 members 
Mstep: Class 7 contains 9257 members 
Mstep: Class 8 contains 10467 members 
Mstep: Class 9 contains 69311 members 
Mstep: Class 10 contains 157497 members 
Mstep: Class 11 contains 67729 members 
Mstep: Class 12 contains 124547 members 
Mstep: Class 13 contains 47563 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 40125 members 
Mstep: Class 16 contains 23104 members 
Mstep: Class 17 contains 3755 members 
Mstep: Class 18 contains 100098 members 
Mstep: Class 19 contains 8284 members 
Mstep: Class 20 contains 3234 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091856.000000 Penalty: 49056.292969
Iteration 84Q: 23 clusters Score -1.020919e+08 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 3036 members 
Mstep: Class 3 contains 99707 members 
Mstep: Class 4 contains 13608 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 105298 members 
Mstep: Class 7 contains 9171 members 
Mstep: Class 8 contains 10416 members 
Mstep: Class 9 contains 70440 members 
Mstep: Class 10 contains 157395 members 
Mstep: Class 11 contains 67506 members 
Mstep: Class 12 contains 125267 members 
Mstep: Class 13 contains 47559 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 40082 members 
Mstep: Class 16 contains 23004 members 
Mstep: Class 17 contains 3755 members 
Mstep: Class 18 contains 99740 members 
Mstep: Class 19 contains 8560 members 
Mstep: Class 20 contains 3205 members 
Mstep: Class 21 contains 3447 members 
Mstep: Class 22 contains 2852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092216.000000 Penalty: 49056.292969
Iteration 85Q: 23 clusters Score -1.020922e+08 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 98794 members 
Mstep: Class 4 contains 13349 members 
Mstep: Class 5 contains 746 members 
Mstep: Class 6 contains 105241 members 
Mstep: Class 7 contains 9079 members 
Mstep: Class 8 contains 10369 members 
Mstep: Class 9 contains 71576 members 
Mstep: Class 10 contains 157294 members 
Mstep: Class 11 contains 67341 members 
Mstep: Class 12 contains 125958 members 
Mstep: Class 13 contains 47566 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 40027 members 
Mstep: Class 16 contains 22901 members 
Mstep: Class 17 contains 3752 members 
Mstep: Class 18 contains 99432 members 
Mstep: Class 19 contains 8780 members 
Mstep: Class 20 contains 3174 members 
Mstep: Class 21 contains 3445 members 
Mstep: Class 22 contains 2918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092648.000000 Penalty: 49056.292969
Iteration 86Q: 23 clusters Score -1.020926e+08 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 97543 members 
Mstep: Class 4 contains 13080 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 105421 members 
Mstep: Class 7 contains 8999 members 
Mstep: Class 8 contains 10305 members 
Mstep: Class 9 contains 72802 members 
Mstep: Class 10 contains 157225 members 
Mstep: Class 11 contains 67216 members 
Mstep: Class 12 contains 126636 members 
Mstep: Class 13 contains 47558 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 39959 members 
Mstep: Class 16 contains 22800 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 99167 members 
Mstep: Class 19 contains 8963 members 
Mstep: Class 20 contains 3156 members 
Mstep: Class 21 contains 3445 members 
Mstep: Class 22 contains 2963 members 
Entering Unmasked Estep 
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Iteration 87Q: 23 clusters Score -1.020934e+08 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 96078 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 5 contains 734 members 
Mstep: Class 6 contains 105745 members 
Mstep: Class 7 contains 8923 members 
Mstep: Class 8 contains 10247 members 
Mstep: Class 9 contains 74119 members 
Mstep: Class 10 contains 157182 members 
Mstep: Class 11 contains 67071 members 
Mstep: Class 12 contains 127288 members 
Mstep: Class 13 contains 47532 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 39897 members 
Mstep: Class 16 contains 22701 members 
Mstep: Class 17 contains 3753 members 
Mstep: Class 18 contains 98953 members 
Mstep: Class 19 contains 9119 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 3444 members 
Mstep: Class 22 contains 2997 members 
Entering Unmasked Estep 
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Iteration 88Q: 23 clusters Score -1.020939e+08 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 94386 members 
Mstep: Class 4 contains 12514 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 106235 members 
Mstep: Class 7 contains 8838 members 
Mstep: Class 8 contains 10177 members 
Mstep: Class 9 contains 75531 members 
Mstep: Class 10 contains 157119 members 
Mstep: Class 11 contains 66919 members 
Mstep: Class 12 contains 127927 members 
Mstep: Class 13 contains 47511 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 39835 members 
Mstep: Class 16 contains 22592 members 
Mstep: Class 17 contains 3755 members 
Mstep: Class 18 contains 98784 members 
Mstep: Class 19 contains 9252 members 
Mstep: Class 20 contains 3133 members 
Mstep: Class 21 contains 3443 members 
Mstep: Class 22 contains 3020 members 
Entering Unmasked Estep 
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Iteration 89Q: 23 clusters Score -1.020941e+08 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 92455 members 
Mstep: Class 4 contains 12195 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 106904 members 
Mstep: Class 7 contains 8744 members 
Mstep: Class 8 contains 10111 members 
Mstep: Class 9 contains 76979 members 
Mstep: Class 10 contains 157051 members 
Mstep: Class 11 contains 66798 members 
Mstep: Class 12 contains 128622 members 
Mstep: Class 13 contains 47477 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 39771 members 
Mstep: Class 16 contains 22480 members 
Mstep: Class 17 contains 3756 members 
Mstep: Class 18 contains 98651 members 
Mstep: Class 19 contains 9353 members 
Mstep: Class 20 contains 3122 members 
Mstep: Class 21 contains 3443 members 
Mstep: Class 22 contains 3047 members 
Entering Unmasked Estep 
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Iteration 90Q: 23 clusters Score -1.020943e+08 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 90268 members 
Mstep: Class 4 contains 11881 members 
Mstep: Class 5 contains 712 members 
Mstep: Class 6 contains 107787 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 78435 members 
Mstep: Class 10 contains 156952 members 
Mstep: Class 11 contains 66690 members 
Mstep: Class 12 contains 129345 members 
Mstep: Class 13 contains 47447 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 39712 members 
Mstep: Class 16 contains 22366 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 98531 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 20 contains 3121 members 
Mstep: Class 21 contains 3441 members 
Mstep: Class 22 contains 3073 members 
Entering Unmasked Estep 
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Iteration 91Q: 23 clusters Score -1.020946e+08 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 87809 members 
Mstep: Class 4 contains 11573 members 
Mstep: Class 5 contains 702 members 
Mstep: Class 6 contains 108833 members 
Mstep: Class 7 contains 8626 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 79950 members 
Mstep: Class 10 contains 156887 members 
Mstep: Class 11 contains 66616 members 
Mstep: Class 12 contains 130055 members 
Mstep: Class 13 contains 47412 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 39659 members 
Mstep: Class 16 contains 22277 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 98394 members 
Mstep: Class 19 contains 9529 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 3436 members 
Mstep: Class 22 contains 3087 members 
Entering Unmasked Estep 
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Iteration 92Q: 23 clusters Score -1.020945e+08 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 3102 members 
Mstep: Class 3 contains 85301 members 
Mstep: Class 4 contains 11227 members 
Mstep: Class 5 contains 695 members 
Mstep: Class 6 contains 109966 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 9858 members 
Mstep: Class 9 contains 81393 members 
Mstep: Class 10 contains 156782 members 
Mstep: Class 11 contains 66567 members 
Mstep: Class 12 contains 130775 members 
Mstep: Class 13 contains 47394 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 39623 members 
Mstep: Class 16 contains 22187 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 18 contains 98281 members 
Mstep: Class 19 contains 9615 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 3429 members 
Mstep: Class 22 contains 3105 members 
Entering Unmasked Estep 
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Iteration 93Q: 23 clusters Score -1.020949e+08 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 3099 members 
Mstep: Class 3 contains 82932 members 
Mstep: Class 4 contains 10870 members 
Mstep: Class 5 contains 687 members 
Mstep: Class 6 contains 111061 members 
Mstep: Class 7 contains 8586 members 
Mstep: Class 8 contains 9766 members 
Mstep: Class 9 contains 82721 members 
Mstep: Class 10 contains 156732 members 
Mstep: Class 11 contains 66520 members 
Mstep: Class 12 contains 131473 members 
Mstep: Class 13 contains 47381 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 39578 members 
Mstep: Class 16 contains 22081 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 98181 members 
Mstep: Class 19 contains 9691 members 
Mstep: Class 20 contains 3119 members 
Mstep: Class 21 contains 3419 members 
Mstep: Class 22 contains 3124 members 
Entering Unmasked Estep 
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Iteration 94Q: 23 clusters Score -1.020953e+08 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 3096 members 
Mstep: Class 3 contains 80555 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 675 members 
Mstep: Class 6 contains 112278 members 
Mstep: Class 7 contains 8579 members 
Mstep: Class 8 contains 9678 members 
Mstep: Class 9 contains 83926 members 
Mstep: Class 10 contains 156690 members 
Mstep: Class 11 contains 66482 members 
Mstep: Class 12 contains 132141 members 
Mstep: Class 13 contains 47357 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 39534 members 
Mstep: Class 16 contains 21988 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 98094 members 
Mstep: Class 19 contains 9757 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 3410 members 
Mstep: Class 22 contains 3135 members 
Entering Unmasked Estep 
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Iteration 95Q: 23 clusters Score -1.020956e+08 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 78287 members 
Mstep: Class 4 contains 10197 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 113483 members 
Mstep: Class 7 contains 8556 members 
Mstep: Class 8 contains 9588 members 
Mstep: Class 9 contains 85051 members 
Mstep: Class 10 contains 156627 members 
Mstep: Class 11 contains 66455 members 
Mstep: Class 12 contains 132788 members 
Mstep: Class 13 contains 47331 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 39477 members 
Mstep: Class 16 contains 21906 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 98010 members 
Mstep: Class 19 contains 9822 members 
Mstep: Class 20 contains 3122 members 
Mstep: Class 21 contains 3407 members 
Mstep: Class 22 contains 3151 members 
Entering Unmasked Estep 
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Iteration 96Q: 23 clusters Score -1.02096e+08 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 3098 members 
Mstep: Class 3 contains 76296 members 
Mstep: Class 4 contains 9975 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 114587 members 
Mstep: Class 7 contains 8533 members 
Mstep: Class 8 contains 9512 members 
Mstep: Class 9 contains 85971 members 
Mstep: Class 10 contains 156482 members 
Mstep: Class 11 contains 66439 members 
Mstep: Class 12 contains 133418 members 
Mstep: Class 13 contains 47306 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 39431 members 
Mstep: Class 16 contains 21828 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 97923 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 3402 members 
Mstep: Class 22 contains 3166 members 
Entering Unmasked Estep 
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Iteration 97Q: 23 clusters Score -1.020962e+08 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 74756 members 
Mstep: Class 4 contains 9822 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 115435 members 
Mstep: Class 7 contains 8522 members 
Mstep: Class 8 contains 9435 members 
Mstep: Class 9 contains 86624 members 
Mstep: Class 10 contains 156253 members 
Mstep: Class 11 contains 66470 members 
Mstep: Class 12 contains 134073 members 
Mstep: Class 13 contains 47268 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 39382 members 
Mstep: Class 16 contains 21738 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 97866 members 
Mstep: Class 19 contains 9913 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 3400 members 
Mstep: Class 22 contains 3180 members 
Entering Unmasked Estep 
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Iteration 98Q: 23 clusters Score -1.020967e+08 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 3110 members 
Mstep: Class 3 contains 73580 members 
Mstep: Class 4 contains 9738 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 116194 members 
Mstep: Class 7 contains 8518 members 
Mstep: Class 8 contains 9365 members 
Mstep: Class 9 contains 86965 members 
Mstep: Class 10 contains 156055 members 
Mstep: Class 11 contains 66514 members 
Mstep: Class 12 contains 134651 members 
Mstep: Class 13 contains 47225 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 39317 members 
Mstep: Class 16 contains 21636 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 97825 members 
Mstep: Class 19 contains 9948 members 
Mstep: Class 20 contains 3118 members 
Mstep: Class 21 contains 3399 members 
Mstep: Class 22 contains 3189 members 
Entering Unmasked Estep 
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Iteration 99Q: 23 clusters Score -1.020971e+08 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 72681 members 
Mstep: Class 4 contains 9708 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 116874 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 9289 members 
Mstep: Class 9 contains 87125 members 
Mstep: Class 10 contains 155884 members 
Mstep: Class 11 contains 66532 members 
Mstep: Class 12 contains 135121 members 
Mstep: Class 13 contains 47205 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 39255 members 
Mstep: Class 16 contains 21539 members 
Mstep: Class 17 contains 3755 members 
Mstep: Class 18 contains 97792 members 
Mstep: Class 19 contains 9981 members 
Mstep: Class 20 contains 3119 members 
Mstep: Class 21 contains 3396 members 
Mstep: Class 22 contains 3197 members 
Entering Unmasked Estep 
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Iteration 100F: 23 clusters Score -1.020975e+08 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 71290 members 
Mstep: Class 4 contains 9673 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 117488 members 
Mstep: Class 7 contains 8513 members 
Mstep: Class 8 contains 9194 members 
Mstep: Class 9 contains 87791 members 
Mstep: Class 10 contains 155716 members 
Mstep: Class 11 contains 66541 members 
Mstep: Class 12 contains 135644 members 
Mstep: Class 13 contains 47177 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 39206 members 
Mstep: Class 16 contains 21432 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 97726 members 
Mstep: Class 19 contains 10007 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 3394 members 
Mstep: Class 22 contains 3308 members 
Entering Unmasked Estep 
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Iteration 101Q: 23 clusters Score -1.020974e+08 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 70101 members 
Mstep: Class 4 contains 9626 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 118035 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 9117 members 
Mstep: Class 9 contains 88289 members 
Mstep: Class 10 contains 155483 members 
Mstep: Class 11 contains 66579 members 
Mstep: Class 12 contains 136228 members 
Mstep: Class 13 contains 47149 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 39161 members 
Mstep: Class 16 contains 21316 members 
Mstep: Class 17 contains 3756 members 
Mstep: Class 18 contains 97652 members 
Mstep: Class 19 contains 10026 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 3391 members 
Mstep: Class 22 contains 3379 members 
Entering Unmasked Estep 
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Iteration 102Q: 23 clusters Score -1.020973e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 68923 members 
Mstep: Class 4 contains 9573 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 118491 members 
Mstep: Class 7 contains 8578 members 
Mstep: Class 8 contains 9050 members 
Mstep: Class 9 contains 88874 members 
Mstep: Class 10 contains 155232 members 
Mstep: Class 11 contains 66628 members 
Mstep: Class 12 contains 136840 members 
Mstep: Class 13 contains 47115 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 39115 members 
Mstep: Class 16 contains 21201 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 97593 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 3390 members 
Mstep: Class 22 contains 3419 members 
Entering Unmasked Estep 
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Iteration 103Q: 23 clusters Score -1.020973e+08 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 67923 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 118862 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 8974 members 
Mstep: Class 9 contains 89387 members 
Mstep: Class 10 contains 154940 members 
Mstep: Class 11 contains 66679 members 
Mstep: Class 12 contains 137451 members 
Mstep: Class 13 contains 47094 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 39060 members 
Mstep: Class 16 contains 21119 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 97510 members 
Mstep: Class 19 contains 10043 members 
Mstep: Class 20 contains 3119 members 
Mstep: Class 21 contains 3390 members 
Mstep: Class 22 contains 3443 members 
Entering Unmasked Estep 
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Iteration 104Q: 23 clusters Score -1.020971e+08 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 3184 members 
Mstep: Class 3 contains 67106 members 
Mstep: Class 4 contains 9531 members 
Mstep: Class 5 contains 617 members 
Mstep: Class 6 contains 119108 members 
Mstep: Class 7 contains 8647 members 
Mstep: Class 8 contains 8905 members 
Mstep: Class 9 contains 89888 members 
Mstep: Class 10 contains 154684 members 
Mstep: Class 11 contains 66715 members 
Mstep: Class 12 contains 137993 members 
Mstep: Class 13 contains 47070 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 39007 members 
Mstep: Class 16 contains 21048 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 97435 members 
Mstep: Class 19 contains 10054 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 3391 members 
Mstep: Class 22 contains 3455 members 
Entering Unmasked Estep 
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Iteration 105Q: 23 clusters Score -1.020974e+08 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 3194 members 
Mstep: Class 3 contains 66388 members 
Mstep: Class 4 contains 9497 members 
Mstep: Class 5 contains 613 members 
Mstep: Class 6 contains 119274 members 
Mstep: Class 7 contains 8679 members 
Mstep: Class 8 contains 8845 members 
Mstep: Class 9 contains 90347 members 
Mstep: Class 10 contains 154433 members 
Mstep: Class 11 contains 66778 members 
Mstep: Class 12 contains 138581 members 
Mstep: Class 13 contains 47042 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 38936 members 
Mstep: Class 16 contains 20973 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 97346 members 
Mstep: Class 19 contains 10060 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 3390 members 
Mstep: Class 22 contains 3467 members 
Entering Unmasked Estep 
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Iteration 106Q: 23 clusters Score -1.020973e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 3201 members 
Mstep: Class 3 contains 65722 members 
Mstep: Class 4 contains 9473 members 
Mstep: Class 5 contains 611 members 
Mstep: Class 6 contains 119395 members 
Mstep: Class 7 contains 8703 members 
Mstep: Class 8 contains 8770 members 
Mstep: Class 9 contains 90814 members 
Mstep: Class 10 contains 154141 members 
Mstep: Class 11 contains 66821 members 
Mstep: Class 12 contains 139181 members 
Mstep: Class 13 contains 47027 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 38874 members 
Mstep: Class 16 contains 20912 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 97256 members 
Mstep: Class 19 contains 10072 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 3389 members 
Mstep: Class 22 contains 3476 members 
Entering Unmasked Estep 
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Iteration 107Q: 23 clusters Score -1.020975e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 65145 members 
Mstep: Class 4 contains 9460 members 
Mstep: Class 5 contains 611 members 
Mstep: Class 6 contains 119488 members 
Mstep: Class 7 contains 8724 members 
Mstep: Class 8 contains 8708 members 
Mstep: Class 9 contains 91237 members 
Mstep: Class 10 contains 153821 members 
Mstep: Class 11 contains 66832 members 
Mstep: Class 12 contains 139762 members 
Mstep: Class 13 contains 47011 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 38828 members 
Mstep: Class 16 contains 20854 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 97195 members 
Mstep: Class 19 contains 10078 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 3387 members 
Mstep: Class 22 contains 3479 members 
Entering Unmasked Estep 
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Iteration 108Q: 23 clusters Score -1.020973e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 64610 members 
Mstep: Class 4 contains 9458 members 
Mstep: Class 5 contains 610 members 
Mstep: Class 6 contains 119545 members 
Mstep: Class 7 contains 8736 members 
Mstep: Class 8 contains 8628 members 
Mstep: Class 9 contains 91695 members 
Mstep: Class 10 contains 153479 members 
Mstep: Class 11 contains 66821 members 
Mstep: Class 12 contains 140423 members 
Mstep: Class 13 contains 46994 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 38783 members 
Mstep: Class 16 contains 20800 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 97084 members 
Mstep: Class 19 contains 10085 members 
Mstep: Class 20 contains 3117 members 
Mstep: Class 21 contains 3386 members 
Mstep: Class 22 contains 3483 members 
Entering Unmasked Estep 
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Iteration 109Q: 23 clusters Score -1.020976e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 64191 members 
Mstep: Class 4 contains 9460 members 
Mstep: Class 5 contains 610 members 
Mstep: Class 6 contains 119538 members 
Mstep: Class 7 contains 8746 members 
Mstep: Class 8 contains 8555 members 
Mstep: Class 9 contains 92096 members 
Mstep: Class 10 contains 153136 members 
Mstep: Class 11 contains 66820 members 
Mstep: Class 12 contains 141046 members 
Mstep: Class 13 contains 46966 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 38742 members 
Mstep: Class 16 contains 20759 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 96983 members 
Mstep: Class 19 contains 10094 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 3385 members 
Mstep: Class 22 contains 3490 members 
Entering Unmasked Estep 
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Iteration 110Q: 23 clusters Score -1.020974e+08 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 63790 members 
Mstep: Class 4 contains 9484 members 
Mstep: Class 5 contains 610 members 
Mstep: Class 6 contains 119500 members 
Mstep: Class 7 contains 8755 members 
Mstep: Class 8 contains 8491 members 
Mstep: Class 9 contains 92494 members 
Mstep: Class 10 contains 152821 members 
Mstep: Class 11 contains 66817 members 
Mstep: Class 12 contains 141631 members 
Mstep: Class 13 contains 46938 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 38699 members 
Mstep: Class 16 contains 20708 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 96879 members 
Mstep: Class 19 contains 10106 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 3381 members 
Mstep: Class 22 contains 3501 members 
Entering Unmasked Estep 
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Iteration 111Q: 23 clusters Score -1.020976e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 63425 members 
Mstep: Class 4 contains 9490 members 
Mstep: Class 5 contains 606 members 
Mstep: Class 6 contains 119460 members 
Mstep: Class 7 contains 8772 members 
Mstep: Class 8 contains 8419 members 
Mstep: Class 9 contains 92884 members 
Mstep: Class 10 contains 152507 members 
Mstep: Class 11 contains 66789 members 
Mstep: Class 12 contains 142234 members 
Mstep: Class 13 contains 46902 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 38650 members 
Mstep: Class 16 contains 20669 members 
Mstep: Class 17 contains 3761 members 
Mstep: Class 18 contains 96777 members 
Mstep: Class 19 contains 10114 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 3377 members 
Mstep: Class 22 contains 3509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097504.000000 Penalty: 49056.292969
Iteration 112Q: 23 clusters Score -1.020975e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 63063 members 
Mstep: Class 4 contains 9507 members 
Mstep: Class 5 contains 603 members 
Mstep: Class 6 contains 119448 members 
Mstep: Class 7 contains 8801 members 
Mstep: Class 8 contains 8356 members 
Mstep: Class 9 contains 93254 members 
Mstep: Class 10 contains 152211 members 
Mstep: Class 11 contains 66742 members 
Mstep: Class 12 contains 142830 members 
Mstep: Class 13 contains 46876 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 38596 members 
Mstep: Class 16 contains 20621 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 96645 members 
Mstep: Class 19 contains 10130 members 
Mstep: Class 20 contains 3109 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097432.000000 Penalty: 49056.292969
Iteration 113Q: 23 clusters Score -1.020974e+08 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 62702 members 
Mstep: Class 4 contains 9523 members 
Mstep: Class 5 contains 603 members 
Mstep: Class 6 contains 119429 members 
Mstep: Class 7 contains 8818 members 
Mstep: Class 8 contains 8299 members 
Mstep: Class 9 contains 93649 members 
Mstep: Class 10 contains 151901 members 
Mstep: Class 11 contains 66680 members 
Mstep: Class 12 contains 143401 members 
Mstep: Class 13 contains 46870 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 38545 members 
Mstep: Class 16 contains 20572 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 96514 members 
Mstep: Class 19 contains 10147 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 3376 members 
Mstep: Class 22 contains 3532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097112.000000 Penalty: 49056.292969
Iteration 114Q: 23 clusters Score -1.020971e+08 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3234 members 
Mstep: Class 3 contains 62270 members 
Mstep: Class 4 contains 9542 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 119456 members 
Mstep: Class 7 contains 8832 members 
Mstep: Class 8 contains 8250 members 
Mstep: Class 9 contains 94122 members 
Mstep: Class 10 contains 151647 members 
Mstep: Class 11 contains 66589 members 
Mstep: Class 12 contains 143930 members 
Mstep: Class 13 contains 46860 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 38486 members 
Mstep: Class 16 contains 20529 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 96357 members 
Mstep: Class 19 contains 10167 members 
Mstep: Class 20 contains 3111 members 
Mstep: Class 21 contains 3381 members 
Mstep: Class 22 contains 3536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096880.000000 Penalty: 49056.292969
Iteration 115Q: 23 clusters Score -1.020969e+08 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 61840 members 
Mstep: Class 4 contains 9575 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 119485 members 
Mstep: Class 7 contains 8850 members 
Mstep: Class 8 contains 8209 members 
Mstep: Class 9 contains 94546 members 
Mstep: Class 10 contains 151304 members 
Mstep: Class 11 contains 66533 members 
Mstep: Class 12 contains 144437 members 
Mstep: Class 13 contains 46862 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 38452 members 
Mstep: Class 16 contains 20507 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 18 contains 96228 members 
Mstep: Class 19 contains 10185 members 
Mstep: Class 20 contains 3108 members 
Mstep: Class 21 contains 3385 members 
Mstep: Class 22 contains 3547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096968.000000 Penalty: 49056.292969
Iteration 116Q: 23 clusters Score -1.02097e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 61408 members 
Mstep: Class 4 contains 9617 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 119460 members 
Mstep: Class 7 contains 8856 members 
Mstep: Class 8 contains 8177 members 
Mstep: Class 9 contains 95017 members 
Mstep: Class 10 contains 150961 members 
Mstep: Class 11 contains 66505 members 
Mstep: Class 12 contains 144896 members 
Mstep: Class 13 contains 46868 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 38432 members 
Mstep: Class 16 contains 20500 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 96088 members 
Mstep: Class 19 contains 10204 members 
Mstep: Class 20 contains 3110 members 
Mstep: Class 21 contains 3389 members 
Mstep: Class 22 contains 3562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097264.000000 Penalty: 49056.292969
Iteration 117Q: 23 clusters Score -1.020973e+08 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 3232 members 
Mstep: Class 3 contains 60991 members 
Mstep: Class 4 contains 9661 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 119443 members 
Mstep: Class 7 contains 8864 members 
Mstep: Class 8 contains 8145 members 
Mstep: Class 9 contains 95489 members 
Mstep: Class 10 contains 150622 members 
Mstep: Class 11 contains 66454 members 
Mstep: Class 12 contains 145393 members 
Mstep: Class 13 contains 46857 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 38424 members 
Mstep: Class 16 contains 20471 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 95943 members 
Mstep: Class 19 contains 10219 members 
Mstep: Class 20 contains 3111 members 
Mstep: Class 21 contains 3393 members 
Mstep: Class 22 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097048.000000 Penalty: 49056.292969
Iteration 118Q: 23 clusters Score -1.02097e+08 nChanged 2726
Entering ConstructFrom: 
Score: -102097048.000000 Penalty: 49056.292969
Entering ConstructFrom: 
Trying to split cluster 1 (15100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Entering Unmasked Estep 
Score: -1673241.125000 Penalty: 1563.648071
	Iteration 0F: 2 clusters Score -1673241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1662722.500000 Penalty: 3127.296143
	Iteration 0F: 3 clusters Score -1662722 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1666340.750000 Penalty: 3127.296143
	Iteration 1F: 3 clusters Score -1666341 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1666569.875000 Penalty: 3127.296143
	Iteration 2Q: 3 clusters Score -1666570 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1666728.500000 Penalty: 3127.296143
	Iteration 3Q: 3 clusters Score -1666728 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1666868.125000 Penalty: 3127.296143
	Iteration 4Q: 3 clusters Score -1666868 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1666993.125000 Penalty: 3127.296143
	Iteration 5Q: 3 clusters Score -1666993 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1667114.125000 Penalty: 3127.296143
	Iteration 6Q: 3 clusters Score -1667114 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1667225.250000 Penalty: 3127.296143
	Iteration 7Q: 3 clusters Score -1667225 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1667326.875000 Penalty: 3127.296143
	Iteration 8Q: 3 clusters Score -1667327 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1667442.375000 Penalty: 3127.296143
	Iteration 9Q: 3 clusters Score -1667442 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1667571.125000 Penalty: 3127.296143
	Iteration 10Q: 3 clusters Score -1667571 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1667733.375000 Penalty: 3127.296143
	Iteration 11Q: 3 clusters Score -1667733 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1667944.375000 Penalty: 3127.296143
	Iteration 12Q: 3 clusters Score -1667944 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1668230.375000 Penalty: 3127.296143
	Iteration 13Q: 3 clusters Score -1668230 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1668604.375000 Penalty: 3127.296143
	Iteration 14Q: 3 clusters Score -1668604 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1669073.250000 Penalty: 3127.296143
	Iteration 15Q: 3 clusters Score -1669073 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1669569.375000 Penalty: 3127.296143
	Iteration 16Q: 3 clusters Score -1669569 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1669975.125000 Penalty: 3127.296143
	Iteration 17Q: 3 clusters Score -1669975 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1670314.625000 Penalty: 3127.296143
	Iteration 18Q: 3 clusters Score -1670315 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1670611.250000 Penalty: 3127.296143
	Iteration 19Q: 3 clusters Score -1670611 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1670867.625000 Penalty: 3127.296143
	Iteration 20F: 3 clusters Score -1670868 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1671117.125000 Penalty: 3127.296143
	Iteration 21Q: 3 clusters Score -1671117 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1671325.375000 Penalty: 3127.296143
	Iteration 22Q: 3 clusters Score -1671325 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1671473.125000 Penalty: 3127.296143
	Iteration 23Q: 3 clusters Score -1671473 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1671594.500000 Penalty: 3127.296143
	Iteration 24Q: 3 clusters Score -1671594 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1671677.875000 Penalty: 3127.296143
	Iteration 25Q: 3 clusters Score -1671678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1671732.250000 Penalty: 3127.296143
	Iteration 26Q: 3 clusters Score -1671732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1671763.750000 Penalty: 3127.296143
	Iteration 27Q: 3 clusters Score -1671764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1671785.875000 Penalty: 3127.296143
	Iteration 28Q: 3 clusters Score -1671786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1671804.875000 Penalty: 3127.296143
	Iteration 29Q: 3 clusters Score -1671805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1671815.375000 Penalty: 3127.296143
	Iteration 30Q: 3 clusters Score -1671815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1671826.375000 Penalty: 3127.296143
	Iteration 31Q: 3 clusters Score -1671826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1671835.000000 Penalty: 3127.296143
	Iteration 32Q: 3 clusters Score -1671835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1671846.375000 Penalty: 3127.296143
	Iteration 33Q: 3 clusters Score -1671846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1671856.375000 Penalty: 3127.296143
	Iteration 34Q: 3 clusters Score -1671856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1671862.500000 Penalty: 3127.296143
	Iteration 35Q: 3 clusters Score -1671862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1671863.625000 Penalty: 3127.296143
	Iteration 36Q: 3 clusters Score -1671864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1671867.125000 Penalty: 3127.296143
	Iteration 37Q: 3 clusters Score -1671867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1671867.000000 Penalty: 3127.296143
	Iteration 38Q: 3 clusters Score -1671867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1671867.375000 Penalty: 3127.296143
	Iteration 39Q: 3 clusters Score -1671867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1671868.500000 Penalty: 3127.296143
	Iteration 40F: 3 clusters Score -1671868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1671871.375000 Penalty: 3127.296143
	Iteration 41Q: 3 clusters Score -1671871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1671871.375000 Penalty: 3127.296143
	Iteration 42F: 3 clusters Score -1671871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Entering Unmasked Estep 
Score: -364669.906250 Penalty: 1312.635620
	Iteration 0F: 2 clusters Score -364669.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -361834.843750 Penalty: 2625.271240
	Iteration 0F: 3 clusters Score -361834.8 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -362535.156250 Penalty: 2625.271240
	Iteration 1F: 3 clusters Score -362535.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -362687.937500 Penalty: 2625.271240
	Iteration 2F: 3 clusters Score -362687.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -362794.656250 Penalty: 2625.271240
	Iteration 3F: 3 clusters Score -362794.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -362873.843750 Penalty: 2625.271240
	Iteration 4Q: 3 clusters Score -362873.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -362927.625000 Penalty: 2625.271240
	Iteration 5Q: 3 clusters Score -362927.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -362985.031250 Penalty: 2625.271240
	Iteration 6Q: 3 clusters Score -362985 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -363050.531250 Penalty: 2625.271240
	Iteration 7Q: 3 clusters Score -363050.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -363102.000000 Penalty: 2625.271240
	Iteration 8Q: 3 clusters Score -363102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -363144.781250 Penalty: 2625.271240
	Iteration 9Q: 3 clusters Score -363144.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -363190.875000 Penalty: 2625.271240
	Iteration 10Q: 3 clusters Score -363190.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -363234.656250 Penalty: 2625.271240
	Iteration 11Q: 3 clusters Score -363234.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -363275.906250 Penalty: 2625.271240
	Iteration 12Q: 3 clusters Score -363275.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -363315.937500 Penalty: 2625.271240
	Iteration 13Q: 3 clusters Score -363315.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -363354.531250 Penalty: 2625.271240
	Iteration 14Q: 3 clusters Score -363354.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -363392.375000 Penalty: 2625.271240
	Iteration 15Q: 3 clusters Score -363392.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -363430.875000 Penalty: 2625.271240
	Iteration 16Q: 3 clusters Score -363430.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -363463.406250 Penalty: 2625.271240
	Iteration 17Q: 3 clusters Score -363463.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -363489.562500 Penalty: 2625.271240
	Iteration 18Q: 3 clusters Score -363489.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -363521.500000 Penalty: 2625.271240
	Iteration 19Q: 3 clusters Score -363521.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -363549.343750 Penalty: 2625.271240
	Iteration 20F: 3 clusters Score -363549.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -363569.718750 Penalty: 2625.271240
	Iteration 21Q: 3 clusters Score -363569.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -363588.187500 Penalty: 2625.271240
	Iteration 22Q: 3 clusters Score -363588.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -363602.968750 Penalty: 2625.271240
	Iteration 23Q: 3 clusters Score -363603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -363616.406250 Penalty: 2625.271240
	Iteration 24Q: 3 clusters Score -363616.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -363631.468750 Penalty: 2625.271240
	Iteration 25Q: 3 clusters Score -363631.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -363645.031250 Penalty: 2625.271240
	Iteration 26Q: 3 clusters Score -363645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -363655.718750 Penalty: 2625.271240
	Iteration 27Q: 3 clusters Score -363655.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -363670.437500 Penalty: 2625.271240
	Iteration 28Q: 3 clusters Score -363670.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -363677.000000 Penalty: 2625.271240
	Iteration 29Q: 3 clusters Score -363677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -363684.375000 Penalty: 2625.271240
	Iteration 30Q: 3 clusters Score -363684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -363691.906250 Penalty: 2625.271240
	Iteration 31Q: 3 clusters Score -363691.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -363698.000000 Penalty: 2625.271240
	Iteration 32Q: 3 clusters Score -363698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -363703.781250 Penalty: 2625.271240
	Iteration 33Q: 3 clusters Score -363703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -363706.531250 Penalty: 2625.271240
	Iteration 34Q: 3 clusters Score -363706.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -363708.343750 Penalty: 2625.271240
	Iteration 35Q: 3 clusters Score -363708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -363711.843750 Penalty: 2625.271240
	Iteration 36Q: 3 clusters Score -363711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -363713.968750 Penalty: 2625.271240
	Iteration 37Q: 3 clusters Score -363714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -363716.812500 Penalty: 2625.271240
	Iteration 38Q: 3 clusters Score -363716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -363716.968750 Penalty: 2625.271240
	Iteration 39Q: 3 clusters Score -363717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -363716.968750 Penalty: 2625.271240
	Iteration 40F: 3 clusters Score -363717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Entering Unmasked Estep 
Score: -7021728.000000 Penalty: 1789.329468
	Iteration 0F: 2 clusters Score -7021728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -6981252.000000 Penalty: 3578.658936
	Iteration 0F: 3 clusters Score -6981252 nChanged 28624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -6997548.000000 Penalty: 3578.658936
	Iteration 1F: 3 clusters Score -6997548 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -6998262.500000 Penalty: 3578.658936
	Iteration 2Q: 3 clusters Score -6998262 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -6999295.000000 Penalty: 3578.658936
	Iteration 3Q: 3 clusters Score -6999295 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -7001177.500000 Penalty: 3578.658936
	Iteration 4F: 3 clusters Score -7001178 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -7004426.500000 Penalty: 3578.658936
	Iteration 5F: 3 clusters Score -7004426 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -7009018.000000 Penalty: 3578.658936
	Iteration 6F: 3 clusters Score -7009018 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -7013723.000000 Penalty: 3578.658936
	Iteration 7F: 3 clusters Score -7013723 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -7017201.500000 Penalty: 3578.658936
	Iteration 8F: 3 clusters Score -7017202 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7018927.500000 Penalty: 3578.658936
	Iteration 9Q: 3 clusters Score -7018928 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7019596.000000 Penalty: 3578.658936
	Iteration 10Q: 3 clusters Score -7019596 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7019879.000000 Penalty: 3578.658936
	Iteration 11Q: 3 clusters Score -7019879 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7019986.000000 Penalty: 3578.658936
	Iteration 12Q: 3 clusters Score -7019986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7020060.500000 Penalty: 3578.658936
	Iteration 13Q: 3 clusters Score -7020060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7020115.500000 Penalty: 3578.658936
	Iteration 14Q: 3 clusters Score -7020116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7020133.500000 Penalty: 3578.658936
	Iteration 15Q: 3 clusters Score -7020134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60370 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7020155.000000 Penalty: 3578.658936
	Iteration 16Q: 3 clusters Score -7020155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -7020164.500000 Penalty: 3578.658936
	Iteration 17Q: 3 clusters Score -7020164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7020174.000000 Penalty: 3578.658936
	Iteration 18Q: 3 clusters Score -7020174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7020174.500000 Penalty: 3578.658936
	Iteration 19Q: 3 clusters Score -7020174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7020184.000000 Penalty: 3578.658936
	Iteration 20F: 3 clusters Score -7020184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7020184.500000 Penalty: 3578.658936
	Iteration 21Q: 3 clusters Score -7020184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7020190.000000 Penalty: 3578.658936
	Iteration 22Q: 3 clusters Score -7020190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7020190.500000 Penalty: 3578.658936
	Iteration 23Q: 3 clusters Score -7020190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7020190.500000 Penalty: 3578.658936
	Iteration 24Q: 3 clusters Score -7020190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7020195.500000 Penalty: 3578.658936
	Iteration 25Q: 3 clusters Score -7020196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7020195.500000 Penalty: 3578.658936
	Iteration 26Q: 3 clusters Score -7020196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7020195.500000 Penalty: 3578.658936
	Iteration 27F: 3 clusters Score -7020196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Entering Unmasked Estep 
Score: -1122331.500000 Penalty: 1491.680420
	Iteration 0F: 2 clusters Score -1122332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1115361.000000 Penalty: 2983.360840
	Iteration 0F: 3 clusters Score -1115361 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1117586.000000 Penalty: 2983.360840
	Iteration 1F: 3 clusters Score -1117586 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1117811.750000 Penalty: 2983.360840
	Iteration 2F: 3 clusters Score -1117812 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1117980.250000 Penalty: 2983.360840
	Iteration 3Q: 3 clusters Score -1117980 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1118108.000000 Penalty: 2983.360840
	Iteration 4Q: 3 clusters Score -1118108 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1118196.375000 Penalty: 2983.360840
	Iteration 5Q: 3 clusters Score -1118196 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1118277.750000 Penalty: 2983.360840
	Iteration 6Q: 3 clusters Score -1118278 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1118366.125000 Penalty: 2983.360840
	Iteration 7Q: 3 clusters Score -1118366 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1118452.000000 Penalty: 2983.360840
	Iteration 8Q: 3 clusters Score -1118452 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1118548.125000 Penalty: 2983.360840
	Iteration 9Q: 3 clusters Score -1118548 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1118648.000000 Penalty: 2983.360840
	Iteration 10Q: 3 clusters Score -1118648 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1118761.125000 Penalty: 2983.360840
	Iteration 11Q: 3 clusters Score -1118761 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1118915.000000 Penalty: 2983.360840
	Iteration 12Q: 3 clusters Score -1118915 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1119102.125000 Penalty: 2983.360840
	Iteration 13Q: 3 clusters Score -1119102 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1119333.375000 Penalty: 2983.360840
	Iteration 14Q: 3 clusters Score -1119333 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1119570.250000 Penalty: 2983.360840
	Iteration 15Q: 3 clusters Score -1119570 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1119778.750000 Penalty: 2983.360840
	Iteration 16Q: 3 clusters Score -1119779 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1119931.375000 Penalty: 2983.360840
	Iteration 17Q: 3 clusters Score -1119931 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1120033.500000 Penalty: 2983.360840
	Iteration 18Q: 3 clusters Score -1120034 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1120121.125000 Penalty: 2983.360840
	Iteration 19Q: 3 clusters Score -1120121 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1120192.250000 Penalty: 2983.360840
	Iteration 20F: 3 clusters Score -1120192 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1120265.875000 Penalty: 2983.360840
	Iteration 21Q: 3 clusters Score -1120266 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1120340.375000 Penalty: 2983.360840
	Iteration 22Q: 3 clusters Score -1120340 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1120399.625000 Penalty: 2983.360840
	Iteration 23Q: 3 clusters Score -1120400 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1120449.125000 Penalty: 2983.360840
	Iteration 24Q: 3 clusters Score -1120449 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1120498.000000 Penalty: 2983.360840
	Iteration 25Q: 3 clusters Score -1120498 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1120530.375000 Penalty: 2983.360840
	Iteration 26Q: 3 clusters Score -1120530 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1120561.000000 Penalty: 2983.360840
	Iteration 27Q: 3 clusters Score -1120561 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1120580.375000 Penalty: 2983.360840
	Iteration 28Q: 3 clusters Score -1120580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1120599.000000 Penalty: 2983.360840
	Iteration 29Q: 3 clusters Score -1120599 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1120616.875000 Penalty: 2983.360840
	Iteration 30Q: 3 clusters Score -1120617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1120631.500000 Penalty: 2983.360840
	Iteration 31Q: 3 clusters Score -1120632 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1120642.750000 Penalty: 2983.360840
	Iteration 32Q: 3 clusters Score -1120643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1120661.500000 Penalty: 2983.360840
	Iteration 33Q: 3 clusters Score -1120662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1120676.000000 Penalty: 2983.360840
	Iteration 34Q: 3 clusters Score -1120676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1120688.000000 Penalty: 2983.360840
	Iteration 35Q: 3 clusters Score -1120688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1120702.500000 Penalty: 2983.360840
	Iteration 36Q: 3 clusters Score -1120702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1120716.875000 Penalty: 2983.360840
	Iteration 37Q: 3 clusters Score -1120717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1120729.625000 Penalty: 2983.360840
	Iteration 38Q: 3 clusters Score -1120730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1120740.750000 Penalty: 2983.360840
	Iteration 39Q: 3 clusters Score -1120741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1120754.125000 Penalty: 2983.360840
	Iteration 40F: 3 clusters Score -1120754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1120760.500000 Penalty: 2983.360840
	Iteration 41Q: 3 clusters Score -1120760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1120766.375000 Penalty: 2983.360840
	Iteration 42Q: 3 clusters Score -1120766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1120768.875000 Penalty: 2983.360840
	Iteration 43Q: 3 clusters Score -1120769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1120770.000000 Penalty: 2983.360840
	Iteration 44Q: 3 clusters Score -1120770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1120771.000000 Penalty: 2983.360840
	Iteration 45Q: 3 clusters Score -1120771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1120772.125000 Penalty: 2983.360840
	Iteration 46Q: 3 clusters Score -1120772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1120774.125000 Penalty: 2983.360840
	Iteration 47Q: 3 clusters Score -1120774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1120777.000000 Penalty: 2983.360840
	Iteration 48Q: 3 clusters Score -1120777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1120775.875000 Penalty: 2983.360840
	Iteration 49Q: 3 clusters Score -1120776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1120777.000000 Penalty: 2983.360840
	Iteration 50Q: 3 clusters Score -1120777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1120777.625000 Penalty: 2983.360840
	Iteration 51Q: 3 clusters Score -1120778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1120779.500000 Penalty: 2983.360840
	Iteration 52Q: 3 clusters Score -1120780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1120780.875000 Penalty: 2983.360840
	Iteration 53Q: 3 clusters Score -1120781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1120782.375000 Penalty: 2983.360840
	Iteration 54Q: 3 clusters Score -1120782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1120782.250000 Penalty: 2983.360840
	Iteration 55Q: 3 clusters Score -1120782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1120787.625000 Penalty: 2983.360840
	Iteration 56Q: 3 clusters Score -1120788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1120791.750000 Penalty: 2983.360840
	Iteration 57Q: 3 clusters Score -1120792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1120796.625000 Penalty: 2983.360840
	Iteration 58Q: 3 clusters Score -1120797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1120799.875000 Penalty: 2983.360840
	Iteration 59Q: 3 clusters Score -1120800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1120801.875000 Penalty: 2983.360840
	Iteration 60F: 3 clusters Score -1120802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1120807.625000 Penalty: 2983.360840
	Iteration 61Q: 3 clusters Score -1120808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1120810.000000 Penalty: 2983.360840
	Iteration 62Q: 3 clusters Score -1120810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1120810.750000 Penalty: 2983.360840
	Iteration 63Q: 3 clusters Score -1120811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1120812.500000 Penalty: 2983.360840
	Iteration 64Q: 3 clusters Score -1120812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1120814.625000 Penalty: 2983.360840
	Iteration 65Q: 3 clusters Score -1120815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1120814.500000 Penalty: 2983.360840
	Iteration 66Q: 3 clusters Score -1120814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1120818.125000 Penalty: 2983.360840
	Iteration 67Q: 3 clusters Score -1120818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1120819.750000 Penalty: 2983.360840
	Iteration 68Q: 3 clusters Score -1120820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1120814.875000 Penalty: 2983.360840
	Iteration 69Q: 3 clusters Score -1120815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1120818.125000 Penalty: 2983.360840
	Iteration 70Q: 3 clusters Score -1120818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1120818.875000 Penalty: 2983.360840
	Iteration 71Q: 3 clusters Score -1120819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1120819.375000 Penalty: 2983.360840
	Iteration 72Q: 3 clusters Score -1120819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1120820.250000 Penalty: 2983.360840
	Iteration 73Q: 3 clusters Score -1120820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1120822.250000 Penalty: 2983.360840
	Iteration 74Q: 3 clusters Score -1120822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1120826.000000 Penalty: 2983.360840
	Iteration 75Q: 3 clusters Score -1120826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1120829.125000 Penalty: 2983.360840
	Iteration 76Q: 3 clusters Score -1120829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1120831.375000 Penalty: 2983.360840
	Iteration 77Q: 3 clusters Score -1120831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1120836.875000 Penalty: 2983.360840
	Iteration 78Q: 3 clusters Score -1120837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1120840.625000 Penalty: 2983.360840
	Iteration 79Q: 3 clusters Score -1120841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1120848.375000 Penalty: 2983.360840
	Iteration 80F: 3 clusters Score -1120848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1120848.250000 Penalty: 2983.360840
	Iteration 81Q: 3 clusters Score -1120848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1120856.875000 Penalty: 2983.360840
	Iteration 82Q: 3 clusters Score -1120857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1120864.875000 Penalty: 2983.360840
	Iteration 83Q: 3 clusters Score -1120865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1120871.000000 Penalty: 2983.360840
	Iteration 84Q: 3 clusters Score -1120871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1120877.250000 Penalty: 2983.360840
	Iteration 85Q: 3 clusters Score -1120877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1120883.750000 Penalty: 2983.360840
	Iteration 86Q: 3 clusters Score -1120884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1120886.250000 Penalty: 2983.360840
	Iteration 87Q: 3 clusters Score -1120886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1120887.000000 Penalty: 2983.360840
	Iteration 88Q: 3 clusters Score -1120887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1120888.250000 Penalty: 2983.360840
	Iteration 89Q: 3 clusters Score -1120888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1120888.250000 Penalty: 2983.360840
	Iteration 90Q: 3 clusters Score -1120888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1120889.125000 Penalty: 2983.360840
	Iteration 91Q: 3 clusters Score -1120889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1120888.000000 Penalty: 2983.360840
	Iteration 92Q: 3 clusters Score -1120888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1120888.875000 Penalty: 2983.360840
	Iteration 93Q: 3 clusters Score -1120889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1120890.125000 Penalty: 2983.360840
	Iteration 94Q: 3 clusters Score -1120890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1120890.375000 Penalty: 2983.360840
	Iteration 95Q: 3 clusters Score -1120890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1120890.375000 Penalty: 2983.360840
	Iteration 96F: 3 clusters Score -1120890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -64097.351562 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -64097.35 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 309 members 
Entering Unmasked Estep 
Score: -62950.128906 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -62950.13 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63118.265625 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -63118.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63178.972656 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -63178.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63219.812500 Penalty: 2079.002197
	Iteration 3Q: 3 clusters Score -63219.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63235.636719 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -63235.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63239.984375 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -63239.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63244.468750 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -63244.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63248.375000 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -63248.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63249.351562 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -63249.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63249.351562 Penalty: 2079.002197
	Iteration 9F: 3 clusters Score -63249.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (119502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119502 members 
Entering Unmasked Estep 
Score: -13898881.000000 Penalty: 1899.801880
	Iteration 0F: 2 clusters Score -1.389888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -13824131.000000 Penalty: 3799.603760
	Iteration 0F: 3 clusters Score -1.382413e+07 nChanged 57367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -13858756.000000 Penalty: 3799.603760
	Iteration 1F: 3 clusters Score -1.385876e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -13860672.000000 Penalty: 3799.603760
	Iteration 2Q: 3 clusters Score -1.386067e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -13864441.000000 Penalty: 3799.603760
	Iteration 3F: 3 clusters Score -1.386444e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -13870650.000000 Penalty: 3799.603760
	Iteration 4F: 3 clusters Score -1.387065e+07 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100757 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -13878991.000000 Penalty: 3799.603760
	Iteration 5F: 3 clusters Score -1.387899e+07 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110369 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -13887751.000000 Penalty: 3799.603760
	Iteration 6F: 3 clusters Score -1.388775e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116066 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -13893545.000000 Penalty: 3799.603760
	Iteration 7Q: 3 clusters Score -1.389354e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118420 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -13895864.000000 Penalty: 3799.603760
	Iteration 8Q: 3 clusters Score -1.389586e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119140 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -13896713.000000 Penalty: 3799.603760
	Iteration 9Q: 3 clusters Score -1.389671e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119303 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13896962.000000 Penalty: 3799.603760
	Iteration 10Q: 3 clusters Score -1.389696e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119348 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13897053.000000 Penalty: 3799.603760
	Iteration 11Q: 3 clusters Score -1.389705e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119369 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13897105.000000 Penalty: 3799.603760
	Iteration 12Q: 3 clusters Score -1.38971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119376 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13897128.000000 Penalty: 3799.603760
	Iteration 13Q: 3 clusters Score -1.389713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119378 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13897133.000000 Penalty: 3799.603760
	Iteration 14Q: 3 clusters Score -1.389713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119379 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13897144.000000 Penalty: 3799.603760
	Iteration 15Q: 3 clusters Score -1.389714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13897149.000000 Penalty: 3799.603760
	Iteration 16Q: 3 clusters Score -1.389715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13897147.000000 Penalty: 3799.603760
	Iteration 17Q: 3 clusters Score -1.389715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13897147.000000 Penalty: 3799.603760
	Iteration 18F: 3 clusters Score -1.389715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Entering Unmasked Estep 
Score: -1023557.687500 Penalty: 1477.304810
	Iteration 0F: 2 clusters Score -1023558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1017124.312500 Penalty: 2954.609619
	Iteration 0F: 3 clusters Score -1017124 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1019172.562500 Penalty: 2954.609619
	Iteration 1F: 3 clusters Score -1019173 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1019537.937500 Penalty: 2954.609619
	Iteration 2F: 3 clusters Score -1019538 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1019971.000000 Penalty: 2954.609619
	Iteration 3F: 3 clusters Score -1019971 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1020452.562500 Penalty: 2954.609619
	Iteration 4F: 3 clusters Score -1020453 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1020915.125000 Penalty: 2954.609619
	Iteration 5F: 3 clusters Score -1020915 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1021425.125000 Penalty: 2954.609619
	Iteration 6F: 3 clusters Score -1021425 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1021916.187500 Penalty: 2954.609619
	Iteration 7F: 3 clusters Score -1021916 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1022374.812500 Penalty: 2954.609619
	Iteration 8F: 3 clusters Score -1022375 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1022729.125000 Penalty: 2954.609619
	Iteration 9Q: 3 clusters Score -1022729 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1022887.437500 Penalty: 2954.609619
	Iteration 10Q: 3 clusters Score -1022887 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1022939.375000 Penalty: 2954.609619
	Iteration 11Q: 3 clusters Score -1022939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1022957.562500 Penalty: 2954.609619
	Iteration 12Q: 3 clusters Score -1022958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1022969.625000 Penalty: 2954.609619
	Iteration 13Q: 3 clusters Score -1022970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1022970.875000 Penalty: 2954.609619
	Iteration 14Q: 3 clusters Score -1022971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1022973.937500 Penalty: 2954.609619
	Iteration 15Q: 3 clusters Score -1022974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1022975.125000 Penalty: 2954.609619
	Iteration 16Q: 3 clusters Score -1022975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1022979.625000 Penalty: 2954.609619
	Iteration 17Q: 3 clusters Score -1022980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1022985.250000 Penalty: 2954.609619
	Iteration 18Q: 3 clusters Score -1022985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1022985.125000 Penalty: 2954.609619
	Iteration 19Q: 3 clusters Score -1022985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1022986.187500 Penalty: 2954.609619
	Iteration 20F: 3 clusters Score -1022986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1022987.375000 Penalty: 2954.609619
	Iteration 21Q: 3 clusters Score -1022987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1022990.937500 Penalty: 2954.609619
	Iteration 22Q: 3 clusters Score -1022991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1022995.000000 Penalty: 2954.609619
	Iteration 23Q: 3 clusters Score -1022995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1022998.125000 Penalty: 2954.609619
	Iteration 24Q: 3 clusters Score -1022998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1022997.375000 Penalty: 2954.609619
	Iteration 25Q: 3 clusters Score -1022997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1022998.375000 Penalty: 2954.609619
	Iteration 26Q: 3 clusters Score -1022998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1023000.875000 Penalty: 2954.609619
	Iteration 27Q: 3 clusters Score -1023001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1023002.187500 Penalty: 2954.609619
	Iteration 28Q: 3 clusters Score -1023002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1023003.187500 Penalty: 2954.609619
	Iteration 29Q: 3 clusters Score -1023003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1023003.125000 Penalty: 2954.609619
	Iteration 30Q: 3 clusters Score -1023003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1023002.562500 Penalty: 2954.609619
	Iteration 31Q: 3 clusters Score -1023003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1023002.562500 Penalty: 2954.609619
	Iteration 32F: 3 clusters Score -1023003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Entering Unmasked Estep 
Score: -935477.500000 Penalty: 1462.698730
	Iteration 0F: 2 clusters Score -935477.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -929564.375000 Penalty: 2925.397461
	Iteration 0F: 3 clusters Score -929564.4 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -931391.562500 Penalty: 2925.397461
	Iteration 1F: 3 clusters Score -931391.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -931615.000000 Penalty: 2925.397461
	Iteration 2F: 3 clusters Score -931615 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -931817.062500 Penalty: 2925.397461
	Iteration 3F: 3 clusters Score -931817.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -932041.062500 Penalty: 2925.397461
	Iteration 4F: 3 clusters Score -932041.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -932254.625000 Penalty: 2925.397461
	Iteration 5Q: 3 clusters Score -932254.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -932497.562500 Penalty: 2925.397461
	Iteration 6Q: 3 clusters Score -932497.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -932833.750000 Penalty: 2925.397461
	Iteration 7F: 3 clusters Score -932833.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -933185.125000 Penalty: 2925.397461
	Iteration 8F: 3 clusters Score -933185.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -933500.500000 Penalty: 2925.397461
	Iteration 9Q: 3 clusters Score -933500.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -933728.375000 Penalty: 2925.397461
	Iteration 10Q: 3 clusters Score -933728.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -933870.000000 Penalty: 2925.397461
	Iteration 11Q: 3 clusters Score -933870 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -933982.125000 Penalty: 2925.397461
	Iteration 12Q: 3 clusters Score -933982.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -934052.937500 Penalty: 2925.397461
	Iteration 13Q: 3 clusters Score -934052.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -934100.812500 Penalty: 2925.397461
	Iteration 14Q: 3 clusters Score -934100.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -934143.125000 Penalty: 2925.397461
	Iteration 15Q: 3 clusters Score -934143.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -934163.062500 Penalty: 2925.397461
	Iteration 16Q: 3 clusters Score -934163.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -934184.812500 Penalty: 2925.397461
	Iteration 17Q: 3 clusters Score -934184.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -934199.375000 Penalty: 2925.397461
	Iteration 18Q: 3 clusters Score -934199.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -934210.500000 Penalty: 2925.397461
	Iteration 19Q: 3 clusters Score -934210.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -934216.937500 Penalty: 2925.397461
	Iteration 20F: 3 clusters Score -934216.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -934220.437500 Penalty: 2925.397461
	Iteration 21Q: 3 clusters Score -934220.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -934226.937500 Penalty: 2925.397461
	Iteration 22Q: 3 clusters Score -934226.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -934229.750000 Penalty: 2925.397461
	Iteration 23Q: 3 clusters Score -934229.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -934233.312500 Penalty: 2925.397461
	Iteration 24Q: 3 clusters Score -934233.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -934235.875000 Penalty: 2925.397461
	Iteration 25Q: 3 clusters Score -934235.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -934238.937500 Penalty: 2925.397461
	Iteration 26Q: 3 clusters Score -934238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -934241.937500 Penalty: 2925.397461
	Iteration 27Q: 3 clusters Score -934241.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -934245.750000 Penalty: 2925.397461
	Iteration 28Q: 3 clusters Score -934245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -934247.750000 Penalty: 2925.397461
	Iteration 29Q: 3 clusters Score -934247.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -934255.625000 Penalty: 2925.397461
	Iteration 30Q: 3 clusters Score -934255.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -934259.625000 Penalty: 2925.397461
	Iteration 31Q: 3 clusters Score -934259.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -934260.750000 Penalty: 2925.397461
	Iteration 32Q: 3 clusters Score -934260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -934260.750000 Penalty: 2925.397461
	Iteration 33F: 3 clusters Score -934260.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (95930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95930 members 
Entering Unmasked Estep 
Score: -11173882.000000 Penalty: 1864.098389
	Iteration 0F: 2 clusters Score -1.117388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -11111526.000000 Penalty: 3728.196777
	Iteration 0F: 3 clusters Score -1.111153e+07 nChanged 45998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -11138599.000000 Penalty: 3728.196777
	Iteration 1F: 3 clusters Score -1.11386e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -11139562.000000 Penalty: 3728.196777
	Iteration 2Q: 3 clusters Score -1.113956e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -11140956.000000 Penalty: 3728.196777
	Iteration 3Q: 3 clusters Score -1.114096e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -11143297.000000 Penalty: 3728.196777
	Iteration 4F: 3 clusters Score -1.11433e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -11146934.000000 Penalty: 3728.196777
	Iteration 5F: 3 clusters Score -1.114693e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 73160 members 
Entering Unmasked Estep 
Score: -11152384.000000 Penalty: 3728.196777
	Iteration 6F: 3 clusters Score -1.115238e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -11159032.000000 Penalty: 3728.196777
	Iteration 7F: 3 clusters Score -1.115903e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 88392 members 
Entering Unmasked Estep 
Score: -11165127.000000 Penalty: 3728.196777
	Iteration 8F: 3 clusters Score -1.116513e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 92833 members 
Entering Unmasked Estep 
Score: -11169132.000000 Penalty: 3728.196777
	Iteration 9Q: 3 clusters Score -1.116913e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -11171125.000000 Penalty: 3728.196777
	Iteration 10Q: 3 clusters Score -1.117112e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -11171862.000000 Penalty: 3728.196777
	Iteration 11Q: 3 clusters Score -1.117186e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 95759 members 
Entering Unmasked Estep 
Score: -11172039.000000 Penalty: 3728.196777
	Iteration 12Q: 3 clusters Score -1.117204e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 95791 members 
Entering Unmasked Estep 
Score: -11172120.000000 Penalty: 3728.196777
	Iteration 13Q: 3 clusters Score -1.117212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 95804 members 
Entering Unmasked Estep 
Score: -11172158.000000 Penalty: 3728.196777
	Iteration 14Q: 3 clusters Score -1.117216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 95810 members 
Entering Unmasked Estep 
Score: -11172181.000000 Penalty: 3728.196777
	Iteration 15Q: 3 clusters Score -1.117218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95811 members 
Entering Unmasked Estep 
Score: -11172192.000000 Penalty: 3728.196777
	Iteration 16Q: 3 clusters Score -1.117219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95811 members 
Entering Unmasked Estep 
Score: -11172201.000000 Penalty: 3728.196777
	Iteration 17Q: 3 clusters Score -1.11722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 95807 members 
Entering Unmasked Estep 
Score: -11172195.000000 Penalty: 3728.196777
	Iteration 18Q: 3 clusters Score -1.11722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -11172194.000000 Penalty: 3728.196777
	Iteration 19Q: 3 clusters Score -1.117219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -11172194.000000 Penalty: 3728.196777
	Iteration 20F: 3 clusters Score -1.117219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (150293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150293 members 
Entering Unmasked Estep 
Score: -17040100.000000 Penalty: 1937.055664
	Iteration 0F: 2 clusters Score -1.70401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 75005 members 
Entering Unmasked Estep 
Score: -16941000.000000 Penalty: 3874.111328
	Iteration 0F: 3 clusters Score -1.6941e+07 nChanged 72588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77536 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -16983278.000000 Penalty: 3874.111328
	Iteration 1F: 3 clusters Score -1.698328e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 71165 members 
Entering Unmasked Estep 
Score: -16984020.000000 Penalty: 3874.111328
	Iteration 2Q: 3 clusters Score -1.698402e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81684 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -16984860.000000 Penalty: 3874.111328
	Iteration 3Q: 3 clusters Score -1.698486e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -16986294.000000 Penalty: 3874.111328
	Iteration 4Q: 3 clusters Score -1.698629e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -16988952.000000 Penalty: 3874.111328
	Iteration 5Q: 3 clusters Score -1.698895e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100633 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -16994114.000000 Penalty: 3874.111328
	Iteration 6F: 3 clusters Score -1.699411e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112495 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -17003084.000000 Penalty: 3874.111328
	Iteration 7F: 3 clusters Score -1.700308e+07 nChanged 13200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125685 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -17014998.000000 Penalty: 3874.111328
	Iteration 8F: 3 clusters Score -1.7015e+07 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136873 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -17025592.000000 Penalty: 3874.111328
	Iteration 9F: 3 clusters Score -1.702559e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143746 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -17032406.000000 Penalty: 3874.111328
	Iteration 10Q: 3 clusters Score -1.703241e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147140 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -17035510.000000 Penalty: 3874.111328
	Iteration 11Q: 3 clusters Score -1.703551e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148664 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -17036948.000000 Penalty: 3874.111328
	Iteration 12Q: 3 clusters Score -1.703695e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149349 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -17037602.000000 Penalty: 3874.111328
	Iteration 13Q: 3 clusters Score -1.70376e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149640 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -17037970.000000 Penalty: 3874.111328
	Iteration 14Q: 3 clusters Score -1.703797e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149761 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -17038116.000000 Penalty: 3874.111328
	Iteration 15Q: 3 clusters Score -1.703812e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149832 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -17038168.000000 Penalty: 3874.111328
	Iteration 16Q: 3 clusters Score -1.703817e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149872 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -17038222.000000 Penalty: 3874.111328
	Iteration 17Q: 3 clusters Score -1.703822e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149895 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -17038272.000000 Penalty: 3874.111328
	Iteration 18Q: 3 clusters Score -1.703827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149918 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -17038290.000000 Penalty: 3874.111328
	Iteration 19Q: 3 clusters Score -1.703829e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149936 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -17038318.000000 Penalty: 3874.111328
	Iteration 20F: 3 clusters Score -1.703832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149945 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -17038344.000000 Penalty: 3874.111328
	Iteration 21Q: 3 clusters Score -1.703834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149958 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -17038362.000000 Penalty: 3874.111328
	Iteration 22Q: 3 clusters Score -1.703836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149962 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -17038352.000000 Penalty: 3874.111328
	Iteration 23Q: 3 clusters Score -1.703835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149962 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -17038368.000000 Penalty: 3874.111328
	Iteration 24Q: 3 clusters Score -1.703837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149963 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -17038370.000000 Penalty: 3874.111328
	Iteration 25Q: 3 clusters Score -1.703837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149964 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -17038374.000000 Penalty: 3874.111328
	Iteration 26Q: 3 clusters Score -1.703837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149965 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -17038380.000000 Penalty: 3874.111328
	Iteration 27Q: 3 clusters Score -1.703838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149965 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -17038384.000000 Penalty: 3874.111328
	Iteration 28Q: 3 clusters Score -1.703838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149964 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -17038382.000000 Penalty: 3874.111328
	Iteration 29Q: 3 clusters Score -1.703838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149963 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -17038390.000000 Penalty: 3874.111328
	Iteration 30Q: 3 clusters Score -1.703839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149962 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -17038400.000000 Penalty: 3874.111328
	Iteration 31Q: 3 clusters Score -1.70384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149963 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -17038392.000000 Penalty: 3874.111328
	Iteration 32Q: 3 clusters Score -1.703839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149964 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -17038396.000000 Penalty: 3874.111328
	Iteration 33Q: 3 clusters Score -1.70384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149965 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -17038388.000000 Penalty: 3874.111328
	Iteration 34Q: 3 clusters Score -1.703839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149965 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -17038388.000000 Penalty: 3874.111328
	Iteration 35F: 3 clusters Score -1.703839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (66368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Entering Unmasked Estep 
Score: -7703134.500000 Penalty: 1804.232666
	Iteration 0F: 2 clusters Score -7703134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -7658781.000000 Penalty: 3608.465332
	Iteration 0F: 3 clusters Score -7658781 nChanged 31393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -7676974.000000 Penalty: 3608.465332
	Iteration 1F: 3 clusters Score -7676974 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -7678088.500000 Penalty: 3608.465332
	Iteration 2Q: 3 clusters Score -7678088 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -7679620.000000 Penalty: 3608.465332
	Iteration 3Q: 3 clusters Score -7679620 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -7681907.000000 Penalty: 3608.465332
	Iteration 4Q: 3 clusters Score -7681907 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -7685095.000000 Penalty: 3608.465332
	Iteration 5F: 3 clusters Score -7685095 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -7688893.500000 Penalty: 3608.465332
	Iteration 6F: 3 clusters Score -7688894 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -7692523.000000 Penalty: 3608.465332
	Iteration 7F: 3 clusters Score -7692523 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -7694976.500000 Penalty: 3608.465332
	Iteration 8F: 3 clusters Score -7694976 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -7696053.500000 Penalty: 3608.465332
	Iteration 9Q: 3 clusters Score -7696054 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -7696632.500000 Penalty: 3608.465332
	Iteration 10Q: 3 clusters Score -7696632 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -7697088.500000 Penalty: 3608.465332
	Iteration 11Q: 3 clusters Score -7697088 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -7697567.500000 Penalty: 3608.465332
	Iteration 12Q: 3 clusters Score -7697568 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -7697969.000000 Penalty: 3608.465332
	Iteration 13Q: 3 clusters Score -7697969 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -7698459.500000 Penalty: 3608.465332
	Iteration 14Q: 3 clusters Score -7698460 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -7699034.000000 Penalty: 3608.465332
	Iteration 15Q: 3 clusters Score -7699034 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -7699552.000000 Penalty: 3608.465332
	Iteration 16Q: 3 clusters Score -7699552 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -7700146.500000 Penalty: 3608.465332
	Iteration 17Q: 3 clusters Score -7700146 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -7700694.500000 Penalty: 3608.465332
	Iteration 18Q: 3 clusters Score -7700694 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -7701046.000000 Penalty: 3608.465332
	Iteration 19Q: 3 clusters Score -7701046 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -7701311.500000 Penalty: 3608.465332
	Iteration 20F: 3 clusters Score -7701312 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -7701485.000000 Penalty: 3608.465332
	Iteration 21Q: 3 clusters Score -7701485 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -7701542.000000 Penalty: 3608.465332
	Iteration 22Q: 3 clusters Score -7701542 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -7701586.500000 Penalty: 3608.465332
	Iteration 23Q: 3 clusters Score -7701586 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -7701623.000000 Penalty: 3608.465332
	Iteration 24Q: 3 clusters Score -7701623 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -7701631.500000 Penalty: 3608.465332
	Iteration 25Q: 3 clusters Score -7701632 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -7701631.500000 Penalty: 3608.465332
	Iteration 26Q: 3 clusters Score -7701632 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -7701650.000000 Penalty: 3608.465332
	Iteration 27Q: 3 clusters Score -7701650 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -7701635.000000 Penalty: 3608.465332
	Iteration 28Q: 3 clusters Score -7701635 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -7701618.000000 Penalty: 3608.465332
	Iteration 29Q: 3 clusters Score -7701618 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -7701621.500000 Penalty: 3608.465332
	Iteration 30Q: 3 clusters Score -7701622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -7701648.500000 Penalty: 3608.465332
	Iteration 31Q: 3 clusters Score -7701648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -7701643.000000 Penalty: 3608.465332
	Iteration 32Q: 3 clusters Score -7701643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -7701644.000000 Penalty: 3608.465332
	Iteration 33Q: 3 clusters Score -7701644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -7701637.000000 Penalty: 3608.465332
	Iteration 34Q: 3 clusters Score -7701637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -7701640.500000 Penalty: 3608.465332
	Iteration 35Q: 3 clusters Score -7701640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -7701636.000000 Penalty: 3608.465332
	Iteration 36Q: 3 clusters Score -7701636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -7701630.500000 Penalty: 3608.465332
	Iteration 37Q: 3 clusters Score -7701630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -7701627.500000 Penalty: 3608.465332
	Iteration 38Q: 3 clusters Score -7701628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -7701625.000000 Penalty: 3608.465332
	Iteration 39Q: 3 clusters Score -7701625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -7701623.500000 Penalty: 3608.465332
	Iteration 40F: 3 clusters Score -7701624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -7701622.500000 Penalty: 3608.465332
	Iteration 41Q: 3 clusters Score -7701622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -7701626.000000 Penalty: 3608.465332
	Iteration 42Q: 3 clusters Score -7701626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -7701614.000000 Penalty: 3608.465332
	Iteration 43Q: 3 clusters Score -7701614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -7701618.000000 Penalty: 3608.465332
	Iteration 44Q: 3 clusters Score -7701618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -7701620.000000 Penalty: 3608.465332
	Iteration 45Q: 3 clusters Score -7701620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -7701614.000000 Penalty: 3608.465332
	Iteration 46Q: 3 clusters Score -7701614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -7701612.500000 Penalty: 3608.465332
	Iteration 47Q: 3 clusters Score -7701612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -7701613.000000 Penalty: 3608.465332
	Iteration 48Q: 3 clusters Score -7701613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -7701602.500000 Penalty: 3608.465332
	Iteration 49Q: 3 clusters Score -7701602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -7701609.500000 Penalty: 3608.465332
	Iteration 50Q: 3 clusters Score -7701610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -7701615.500000 Penalty: 3608.465332
	Iteration 51Q: 3 clusters Score -7701616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -7701612.000000 Penalty: 3608.465332
	Iteration 52Q: 3 clusters Score -7701612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -7701614.500000 Penalty: 3608.465332
	Iteration 53Q: 3 clusters Score -7701614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -7701609.500000 Penalty: 3608.465332
	Iteration 54Q: 3 clusters Score -7701610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -7701599.000000 Penalty: 3608.465332
	Iteration 55Q: 3 clusters Score -7701599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -7701605.000000 Penalty: 3608.465332
	Iteration 56Q: 3 clusters Score -7701605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -7701612.500000 Penalty: 3608.465332
	Iteration 57Q: 3 clusters Score -7701612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -7701607.500000 Penalty: 3608.465332
	Iteration 58Q: 3 clusters Score -7701608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -7701606.000000 Penalty: 3608.465332
	Iteration 59Q: 3 clusters Score -7701606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -7701613.000000 Penalty: 3608.465332
	Iteration 60F: 3 clusters Score -7701613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -7701612.000000 Penalty: 3608.465332
	Iteration 61Q: 3 clusters Score -7701612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -7701616.000000 Penalty: 3608.465332
	Iteration 62Q: 3 clusters Score -7701616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -7701609.000000 Penalty: 3608.465332
	Iteration 63Q: 3 clusters Score -7701609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -7701610.500000 Penalty: 3608.465332
	Iteration 64Q: 3 clusters Score -7701610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -7701602.000000 Penalty: 3608.465332
	Iteration 65Q: 3 clusters Score -7701602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -7701608.000000 Penalty: 3608.465332
	Iteration 66Q: 3 clusters Score -7701608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -7701608.000000 Penalty: 3608.465332
	Iteration 67F: 3 clusters Score -7701608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (145872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145872 members 
Entering Unmasked Estep 
Score: -16493039.000000 Penalty: 1932.203735
	Iteration 0F: 2 clusters Score -1.649304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -16396662.000000 Penalty: 3864.407471
	Iteration 0F: 3 clusters Score -1.639666e+07 nChanged 70218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74053 members 
Mstep: Class 2 contains 71819 members 
Entering Unmasked Estep 
Score: -16437572.000000 Penalty: 3864.407471
	Iteration 1F: 3 clusters Score -1.643757e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 71267 members 
Entering Unmasked Estep 
Score: -16439215.000000 Penalty: 3864.407471
	Iteration 2Q: 3 clusters Score -1.643922e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75245 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -16441545.000000 Penalty: 3864.407471
	Iteration 3Q: 3 clusters Score -1.644154e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -16445059.000000 Penalty: 3864.407471
	Iteration 4Q: 3 clusters Score -1.644506e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76442 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -16449413.000000 Penalty: 3864.407471
	Iteration 5F: 3 clusters Score -1.644941e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -16454751.000000 Penalty: 3864.407471
	Iteration 6F: 3 clusters Score -1.645475e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -16460788.000000 Penalty: 3864.407471
	Iteration 7F: 3 clusters Score -1.646079e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74964 members 
Mstep: Class 2 contains 70908 members 
Entering Unmasked Estep 
Score: -16466662.000000 Penalty: 3864.407471
	Iteration 8F: 3 clusters Score -1.646666e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73900 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -16471061.000000 Penalty: 3864.407471
	Iteration 9F: 3 clusters Score -1.647106e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 72959 members 
Entering Unmasked Estep 
Score: -16473397.000000 Penalty: 3864.407471
	Iteration 10Q: 3 clusters Score -1.64734e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 73969 members 
Entering Unmasked Estep 
Score: -16474402.000000 Penalty: 3864.407471
	Iteration 11Q: 3 clusters Score -1.64744e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -16474975.000000 Penalty: 3864.407471
	Iteration 12Q: 3 clusters Score -1.647498e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -16475495.000000 Penalty: 3864.407471
	Iteration 13Q: 3 clusters Score -1.64755e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -16475976.000000 Penalty: 3864.407471
	Iteration 14Q: 3 clusters Score -1.647598e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 78655 members 
Entering Unmasked Estep 
Score: -16476390.000000 Penalty: 3864.407471
	Iteration 15Q: 3 clusters Score -1.647639e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -16476795.000000 Penalty: 3864.407471
	Iteration 16Q: 3 clusters Score -1.64768e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 81256 members 
Entering Unmasked Estep 
Score: -16477244.000000 Penalty: 3864.407471
	Iteration 17Q: 3 clusters Score -1.647724e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 82597 members 
Entering Unmasked Estep 
Score: -16477645.000000 Penalty: 3864.407471
	Iteration 18Q: 3 clusters Score -1.647764e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61917 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
Score: -16478038.000000 Penalty: 3864.407471
	Iteration 19Q: 3 clusters Score -1.647804e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 85334 members 
Entering Unmasked Estep 
Score: -16478466.000000 Penalty: 3864.407471
	Iteration 20F: 3 clusters Score -1.647847e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 86783 members 
Entering Unmasked Estep 
Score: -16478849.000000 Penalty: 3864.407471
	Iteration 21Q: 3 clusters Score -1.647885e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 88250 members 
Entering Unmasked Estep 
Score: -16479346.000000 Penalty: 3864.407471
	Iteration 22Q: 3 clusters Score -1.647935e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -16479677.000000 Penalty: 3864.407471
	Iteration 23Q: 3 clusters Score -1.647968e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 91291 members 
Entering Unmasked Estep 
Score: -16480114.000000 Penalty: 3864.407471
	Iteration 24Q: 3 clusters Score -1.648011e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 92922 members 
Entering Unmasked Estep 
Score: -16480507.000000 Penalty: 3864.407471
	Iteration 25Q: 3 clusters Score -1.648051e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 94611 members 
Entering Unmasked Estep 
Score: -16480977.000000 Penalty: 3864.407471
	Iteration 26Q: 3 clusters Score -1.648098e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 96290 members 
Entering Unmasked Estep 
Score: -16481374.000000 Penalty: 3864.407471
	Iteration 27Q: 3 clusters Score -1.648137e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 98015 members 
Entering Unmasked Estep 
Score: -16481826.000000 Penalty: 3864.407471
	Iteration 28Q: 3 clusters Score -1.648183e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 99794 members 
Entering Unmasked Estep 
Score: -16482316.000000 Penalty: 3864.407471
	Iteration 29Q: 3 clusters Score -1.648232e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 101601 members 
Entering Unmasked Estep 
Score: -16482739.000000 Penalty: 3864.407471
	Iteration 30Q: 3 clusters Score -1.648274e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 103387 members 
Entering Unmasked Estep 
Score: -16483110.000000 Penalty: 3864.407471
	Iteration 31Q: 3 clusters Score -1.648311e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 105131 members 
Entering Unmasked Estep 
Score: -16483620.000000 Penalty: 3864.407471
	Iteration 32Q: 3 clusters Score -1.648362e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 106849 members 
Entering Unmasked Estep 
Score: -16484047.000000 Penalty: 3864.407471
	Iteration 33Q: 3 clusters Score -1.648405e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 108594 members 
Entering Unmasked Estep 
Score: -16484523.000000 Penalty: 3864.407471
	Iteration 34Q: 3 clusters Score -1.648452e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 110391 members 
Entering Unmasked Estep 
Score: -16485071.000000 Penalty: 3864.407471
	Iteration 35Q: 3 clusters Score -1.648507e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 112185 members 
Entering Unmasked Estep 
Score: -16485493.000000 Penalty: 3864.407471
	Iteration 36Q: 3 clusters Score -1.648549e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 114013 members 
Entering Unmasked Estep 
Score: -16485978.000000 Penalty: 3864.407471
	Iteration 37Q: 3 clusters Score -1.648598e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 115876 members 
Entering Unmasked Estep 
Score: -16486521.000000 Penalty: 3864.407471
	Iteration 38Q: 3 clusters Score -1.648652e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 117719 members 
Entering Unmasked Estep 
Score: -16486972.000000 Penalty: 3864.407471
	Iteration 39Q: 3 clusters Score -1.648697e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 119522 members 
Entering Unmasked Estep 
Score: -16487480.000000 Penalty: 3864.407471
	Iteration 40F: 3 clusters Score -1.648748e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 121247 members 
Entering Unmasked Estep 
Score: -16488031.000000 Penalty: 3864.407471
	Iteration 41Q: 3 clusters Score -1.648803e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 122930 members 
Entering Unmasked Estep 
Score: -16488427.000000 Penalty: 3864.407471
	Iteration 42Q: 3 clusters Score -1.648843e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 124594 members 
Entering Unmasked Estep 
Score: -16488863.000000 Penalty: 3864.407471
	Iteration 43Q: 3 clusters Score -1.648886e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 126196 members 
Entering Unmasked Estep 
Score: -16489246.000000 Penalty: 3864.407471
	Iteration 44Q: 3 clusters Score -1.648925e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 127710 members 
Entering Unmasked Estep 
Score: -16489667.000000 Penalty: 3864.407471
	Iteration 45Q: 3 clusters Score -1.648967e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 129170 members 
Entering Unmasked Estep 
Score: -16489948.000000 Penalty: 3864.407471
	Iteration 46Q: 3 clusters Score -1.648995e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 130518 members 
Entering Unmasked Estep 
Score: -16490203.000000 Penalty: 3864.407471
	Iteration 47Q: 3 clusters Score -1.64902e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 131799 members 
Entering Unmasked Estep 
Score: -16490486.000000 Penalty: 3864.407471
	Iteration 48Q: 3 clusters Score -1.649049e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 132967 members 
Entering Unmasked Estep 
Score: -16490759.000000 Penalty: 3864.407471
	Iteration 49Q: 3 clusters Score -1.649076e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 134075 members 
Entering Unmasked Estep 
Score: -16491057.000000 Penalty: 3864.407471
	Iteration 50Q: 3 clusters Score -1.649106e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 135170 members 
Entering Unmasked Estep 
Score: -16491374.000000 Penalty: 3864.407471
	Iteration 51Q: 3 clusters Score -1.649137e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 136188 members 
Entering Unmasked Estep 
Score: -16491590.000000 Penalty: 3864.407471
	Iteration 52Q: 3 clusters Score -1.649159e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 137080 members 
Entering Unmasked Estep 
Score: -16491864.000000 Penalty: 3864.407471
	Iteration 53Q: 3 clusters Score -1.649186e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 137896 members 
Entering Unmasked Estep 
Score: -16492064.000000 Penalty: 3864.407471
	Iteration 54Q: 3 clusters Score -1.649206e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 138567 members 
Entering Unmasked Estep 
Score: -16492279.000000 Penalty: 3864.407471
	Iteration 55Q: 3 clusters Score -1.649228e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 139157 members 
Entering Unmasked Estep 
Score: -16492385.000000 Penalty: 3864.407471
	Iteration 56Q: 3 clusters Score -1.649238e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 139650 members 
Entering Unmasked Estep 
Score: -16492453.000000 Penalty: 3864.407471
	Iteration 57Q: 3 clusters Score -1.649245e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 140068 members 
Entering Unmasked Estep 
Score: -16492533.000000 Penalty: 3864.407471
	Iteration 58Q: 3 clusters Score -1.649253e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 140408 members 
Entering Unmasked Estep 
Score: -16492608.000000 Penalty: 3864.407471
	Iteration 59Q: 3 clusters Score -1.649261e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 140699 members 
Entering Unmasked Estep 
Score: -16492660.000000 Penalty: 3864.407471
	Iteration 60F: 3 clusters Score -1.649266e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 140985 members 
Entering Unmasked Estep 
Score: -16492707.000000 Penalty: 3864.407471
	Iteration 61Q: 3 clusters Score -1.649271e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 141264 members 
Entering Unmasked Estep 
Score: -16492686.000000 Penalty: 3864.407471
	Iteration 62Q: 3 clusters Score -1.649269e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 141512 members 
Entering Unmasked Estep 
Score: -16492708.000000 Penalty: 3864.407471
	Iteration 63Q: 3 clusters Score -1.649271e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 141753 members 
Entering Unmasked Estep 
Score: -16492656.000000 Penalty: 3864.407471
	Iteration 64Q: 3 clusters Score -1.649266e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 141954 members 
Entering Unmasked Estep 
Score: -16492720.000000 Penalty: 3864.407471
	Iteration 65Q: 3 clusters Score -1.649272e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 142123 members 
Entering Unmasked Estep 
Score: -16492769.000000 Penalty: 3864.407471
	Iteration 66Q: 3 clusters Score -1.649277e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 142275 members 
Entering Unmasked Estep 
Score: -16492778.000000 Penalty: 3864.407471
	Iteration 67Q: 3 clusters Score -1.649278e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 142395 members 
Entering Unmasked Estep 
Score: -16492795.000000 Penalty: 3864.407471
	Iteration 68Q: 3 clusters Score -1.64928e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 142495 members 
Entering Unmasked Estep 
Score: -16492799.000000 Penalty: 3864.407471
	Iteration 69Q: 3 clusters Score -1.64928e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 142580 members 
Entering Unmasked Estep 
Score: -16492810.000000 Penalty: 3864.407471
	Iteration 70Q: 3 clusters Score -1.649281e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 142655 members 
Entering Unmasked Estep 
Score: -16492803.000000 Penalty: 3864.407471
	Iteration 71Q: 3 clusters Score -1.64928e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 142722 members 
Entering Unmasked Estep 
Score: -16492813.000000 Penalty: 3864.407471
	Iteration 72Q: 3 clusters Score -1.649281e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 142778 members 
Entering Unmasked Estep 
Score: -16492799.000000 Penalty: 3864.407471
	Iteration 73Q: 3 clusters Score -1.64928e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 142818 members 
Entering Unmasked Estep 
Score: -16492816.000000 Penalty: 3864.407471
	Iteration 74Q: 3 clusters Score -1.649282e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 142870 members 
Entering Unmasked Estep 
Score: -16492802.000000 Penalty: 3864.407471
	Iteration 75Q: 3 clusters Score -1.64928e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 142924 members 
Entering Unmasked Estep 
Score: -16492801.000000 Penalty: 3864.407471
	Iteration 76Q: 3 clusters Score -1.64928e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 142977 members 
Entering Unmasked Estep 
Score: -16492820.000000 Penalty: 3864.407471
	Iteration 77Q: 3 clusters Score -1.649282e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 143025 members 
Entering Unmasked Estep 
Score: -16492848.000000 Penalty: 3864.407471
	Iteration 78Q: 3 clusters Score -1.649285e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 143064 members 
Entering Unmasked Estep 
Score: -16492853.000000 Penalty: 3864.407471
	Iteration 79Q: 3 clusters Score -1.649285e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 143115 members 
Entering Unmasked Estep 
Score: -16492857.000000 Penalty: 3864.407471
	Iteration 80F: 3 clusters Score -1.649286e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 143153 members 
Entering Unmasked Estep 
Score: -16492862.000000 Penalty: 3864.407471
	Iteration 81Q: 3 clusters Score -1.649286e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 143190 members 
Entering Unmasked Estep 
Score: -16492861.000000 Penalty: 3864.407471
	Iteration 82Q: 3 clusters Score -1.649286e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 143220 members 
Entering Unmasked Estep 
Score: -16492880.000000 Penalty: 3864.407471
	Iteration 83Q: 3 clusters Score -1.649288e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 143243 members 
Entering Unmasked Estep 
Score: -16492890.000000 Penalty: 3864.407471
	Iteration 84Q: 3 clusters Score -1.649289e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 143260 members 
Entering Unmasked Estep 
Score: -16492888.000000 Penalty: 3864.407471
	Iteration 85Q: 3 clusters Score -1.649289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 143272 members 
Entering Unmasked Estep 
Score: -16492893.000000 Penalty: 3864.407471
	Iteration 86Q: 3 clusters Score -1.649289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 143281 members 
Entering Unmasked Estep 
Score: -16492887.000000 Penalty: 3864.407471
	Iteration 87Q: 3 clusters Score -1.649289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 143288 members 
Entering Unmasked Estep 
Score: -16492895.000000 Penalty: 3864.407471
	Iteration 88Q: 3 clusters Score -1.64929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 143293 members 
Entering Unmasked Estep 
Score: -16492902.000000 Penalty: 3864.407471
	Iteration 89Q: 3 clusters Score -1.64929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 143302 members 
Entering Unmasked Estep 
Score: -16492904.000000 Penalty: 3864.407471
	Iteration 90Q: 3 clusters Score -1.64929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 143307 members 
Entering Unmasked Estep 
Score: -16492913.000000 Penalty: 3864.407471
	Iteration 91Q: 3 clusters Score -1.649291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 143312 members 
Entering Unmasked Estep 
Score: -16492904.000000 Penalty: 3864.407471
	Iteration 92Q: 3 clusters Score -1.64929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 143315 members 
Entering Unmasked Estep 
Score: -16492911.000000 Penalty: 3864.407471
	Iteration 93Q: 3 clusters Score -1.649291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 143320 members 
Entering Unmasked Estep 
Score: -16492903.000000 Penalty: 3864.407471
	Iteration 94Q: 3 clusters Score -1.64929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 143324 members 
Entering Unmasked Estep 
Score: -16492905.000000 Penalty: 3864.407471
	Iteration 95Q: 3 clusters Score -1.64929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 143329 members 
Entering Unmasked Estep 
Score: -16492912.000000 Penalty: 3864.407471
	Iteration 96Q: 3 clusters Score -1.649291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 143333 members 
Entering Unmasked Estep 
Score: -16492908.000000 Penalty: 3864.407471
	Iteration 97Q: 3 clusters Score -1.649291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 143335 members 
Entering Unmasked Estep 
Score: -16492911.000000 Penalty: 3864.407471
	Iteration 98Q: 3 clusters Score -1.649291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 143339 members 
Entering Unmasked Estep 
Score: -16492909.000000 Penalty: 3864.407471
	Iteration 99Q: 3 clusters Score -1.649291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 143345 members 
Entering Unmasked Estep 
Score: -16492889.000000 Penalty: 3864.407471
	Iteration 100F: 3 clusters Score -1.649289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 143350 members 
Entering Unmasked Estep 
Score: -16492893.000000 Penalty: 3864.407471
	Iteration 101Q: 3 clusters Score -1.649289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 143353 members 
Entering Unmasked Estep 
Score: -16492888.000000 Penalty: 3864.407471
	Iteration 102Q: 3 clusters Score -1.649289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 143353 members 
Entering Unmasked Estep 
Score: -16492891.000000 Penalty: 3864.407471
	Iteration 103Q: 3 clusters Score -1.649289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 143357 members 
Entering Unmasked Estep 
Score: -16492891.000000 Penalty: 3864.407471
	Iteration 104Q: 3 clusters Score -1.649289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 143361 members 
Entering Unmasked Estep 
Score: -16492891.000000 Penalty: 3864.407471
	Iteration 105Q: 3 clusters Score -1.649289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 143365 members 
Entering Unmasked Estep 
Score: -16492894.000000 Penalty: 3864.407471
	Iteration 106Q: 3 clusters Score -1.649289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 143372 members 
Entering Unmasked Estep 
Score: -16492901.000000 Penalty: 3864.407471
	Iteration 107Q: 3 clusters Score -1.64929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 143375 members 
Entering Unmasked Estep 
Score: -16492903.000000 Penalty: 3864.407471
	Iteration 108Q: 3 clusters Score -1.64929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 143377 members 
Entering Unmasked Estep 
Score: -16492906.000000 Penalty: 3864.407471
	Iteration 109Q: 3 clusters Score -1.649291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 143377 members 
Entering Unmasked Estep 
Score: -16492906.000000 Penalty: 3864.407471
	Iteration 110F: 3 clusters Score -1.649291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Entering Unmasked Estep 
Score: -5375834.000000 Penalty: 1747.688232
	Iteration 0F: 2 clusters Score -5375834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -5344356.000000 Penalty: 3495.376465
	Iteration 0F: 3 clusters Score -5344356 nChanged 21923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -5356689.000000 Penalty: 3495.376465
	Iteration 1F: 3 clusters Score -5356689 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -5357168.000000 Penalty: 3495.376465
	Iteration 2Q: 3 clusters Score -5357168 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -5357930.000000 Penalty: 3495.376465
	Iteration 3Q: 3 clusters Score -5357930 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -5359062.500000 Penalty: 3495.376465
	Iteration 4F: 3 clusters Score -5359062 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -5360722.000000 Penalty: 3495.376465
	Iteration 5F: 3 clusters Score -5360722 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -5363171.000000 Penalty: 3495.376465
	Iteration 6F: 3 clusters Score -5363171 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -5366185.500000 Penalty: 3495.376465
	Iteration 7F: 3 clusters Score -5366186 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -5369210.500000 Penalty: 3495.376465
	Iteration 8F: 3 clusters Score -5369210 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -5371211.500000 Penalty: 3495.376465
	Iteration 9Q: 3 clusters Score -5371212 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -5372117.500000 Penalty: 3495.376465
	Iteration 10Q: 3 clusters Score -5372118 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -5372526.000000 Penalty: 3495.376465
	Iteration 11Q: 3 clusters Score -5372526 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -5372881.500000 Penalty: 3495.376465
	Iteration 12Q: 3 clusters Score -5372882 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -5373101.000000 Penalty: 3495.376465
	Iteration 13Q: 3 clusters Score -5373101 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -5373297.500000 Penalty: 3495.376465
	Iteration 14Q: 3 clusters Score -5373298 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -5373418.000000 Penalty: 3495.376465
	Iteration 15Q: 3 clusters Score -5373418 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -5373531.000000 Penalty: 3495.376465
	Iteration 16Q: 3 clusters Score -5373531 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -5373636.000000 Penalty: 3495.376465
	Iteration 17Q: 3 clusters Score -5373636 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -5373716.500000 Penalty: 3495.376465
	Iteration 18Q: 3 clusters Score -5373716 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -5373827.500000 Penalty: 3495.376465
	Iteration 19Q: 3 clusters Score -5373828 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -5373868.500000 Penalty: 3495.376465
	Iteration 20F: 3 clusters Score -5373868 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -5373921.500000 Penalty: 3495.376465
	Iteration 21Q: 3 clusters Score -5373922 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -5373964.000000 Penalty: 3495.376465
	Iteration 22Q: 3 clusters Score -5373964 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -5374006.000000 Penalty: 3495.376465
	Iteration 23Q: 3 clusters Score -5374006 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -5374034.000000 Penalty: 3495.376465
	Iteration 24Q: 3 clusters Score -5374034 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -5374065.000000 Penalty: 3495.376465
	Iteration 25Q: 3 clusters Score -5374065 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -5374087.500000 Penalty: 3495.376465
	Iteration 26Q: 3 clusters Score -5374088 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -5374135.500000 Penalty: 3495.376465
	Iteration 27Q: 3 clusters Score -5374136 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -5374183.500000 Penalty: 3495.376465
	Iteration 28Q: 3 clusters Score -5374184 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -5374232.500000 Penalty: 3495.376465
	Iteration 29Q: 3 clusters Score -5374232 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -5374247.000000 Penalty: 3495.376465
	Iteration 30Q: 3 clusters Score -5374247 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5374273.000000 Penalty: 3495.376465
	Iteration 31Q: 3 clusters Score -5374273 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -5374296.000000 Penalty: 3495.376465
	Iteration 32Q: 3 clusters Score -5374296 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5374303.500000 Penalty: 3495.376465
	Iteration 33Q: 3 clusters Score -5374304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -5374332.000000 Penalty: 3495.376465
	Iteration 34Q: 3 clusters Score -5374332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5374344.000000 Penalty: 3495.376465
	Iteration 35Q: 3 clusters Score -5374344 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5374358.500000 Penalty: 3495.376465
	Iteration 36Q: 3 clusters Score -5374358 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5374373.500000 Penalty: 3495.376465
	Iteration 37Q: 3 clusters Score -5374374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5374372.000000 Penalty: 3495.376465
	Iteration 38Q: 3 clusters Score -5374372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5374366.000000 Penalty: 3495.376465
	Iteration 39Q: 3 clusters Score -5374366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5374365.000000 Penalty: 3495.376465
	Iteration 40F: 3 clusters Score -5374365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5374376.000000 Penalty: 3495.376465
	Iteration 41Q: 3 clusters Score -5374376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5374373.500000 Penalty: 3495.376465
	Iteration 42Q: 3 clusters Score -5374374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -5374391.500000 Penalty: 3495.376465
	Iteration 43Q: 3 clusters Score -5374392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5374384.000000 Penalty: 3495.376465
	Iteration 44Q: 3 clusters Score -5374384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5374384.500000 Penalty: 3495.376465
	Iteration 45Q: 3 clusters Score -5374384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5374385.500000 Penalty: 3495.376465
	Iteration 46Q: 3 clusters Score -5374386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5374393.500000 Penalty: 3495.376465
	Iteration 47Q: 3 clusters Score -5374394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5374392.000000 Penalty: 3495.376465
	Iteration 48Q: 3 clusters Score -5374392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5374391.500000 Penalty: 3495.376465
	Iteration 49Q: 3 clusters Score -5374392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5374394.500000 Penalty: 3495.376465
	Iteration 50Q: 3 clusters Score -5374394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5374397.500000 Penalty: 3495.376465
	Iteration 51Q: 3 clusters Score -5374398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5374405.000000 Penalty: 3495.376465
	Iteration 52Q: 3 clusters Score -5374405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5374403.000000 Penalty: 3495.376465
	Iteration 53Q: 3 clusters Score -5374403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -5374403.000000 Penalty: 3495.376465
	Iteration 54Q: 3 clusters Score -5374403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5374406.000000 Penalty: 3495.376465
	Iteration 55Q: 3 clusters Score -5374406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5374406.000000 Penalty: 3495.376465
	Iteration 56Q: 3 clusters Score -5374406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5374408.000000 Penalty: 3495.376465
	Iteration 57Q: 3 clusters Score -5374408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5374403.500000 Penalty: 3495.376465
	Iteration 58Q: 3 clusters Score -5374404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5374408.000000 Penalty: 3495.376465
	Iteration 59Q: 3 clusters Score -5374408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -5374404.000000 Penalty: 3495.376465
	Iteration 60F: 3 clusters Score -5374404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5374415.500000 Penalty: 3495.376465
	Iteration 61Q: 3 clusters Score -5374416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5374418.500000 Penalty: 3495.376465
	Iteration 62Q: 3 clusters Score -5374418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5374425.000000 Penalty: 3495.376465
	Iteration 63Q: 3 clusters Score -5374425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5374424.500000 Penalty: 3495.376465
	Iteration 64Q: 3 clusters Score -5374424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5374422.000000 Penalty: 3495.376465
	Iteration 65Q: 3 clusters Score -5374422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5374421.000000 Penalty: 3495.376465
	Iteration 66Q: 3 clusters Score -5374421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5374424.500000 Penalty: 3495.376465
	Iteration 67Q: 3 clusters Score -5374424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5374421.500000 Penalty: 3495.376465
	Iteration 68Q: 3 clusters Score -5374422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5374416.500000 Penalty: 3495.376465
	Iteration 69Q: 3 clusters Score -5374416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5374413.500000 Penalty: 3495.376465
	Iteration 70Q: 3 clusters Score -5374414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5374419.000000 Penalty: 3495.376465
	Iteration 71Q: 3 clusters Score -5374419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5374416.000000 Penalty: 3495.376465
	Iteration 72Q: 3 clusters Score -5374416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5374419.000000 Penalty: 3495.376465
	Iteration 73Q: 3 clusters Score -5374419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5374424.500000 Penalty: 3495.376465
	Iteration 74Q: 3 clusters Score -5374424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5374426.000000 Penalty: 3495.376465
	Iteration 75Q: 3 clusters Score -5374426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5374432.000000 Penalty: 3495.376465
	Iteration 76Q: 3 clusters Score -5374432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5374436.500000 Penalty: 3495.376465
	Iteration 77Q: 3 clusters Score -5374436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5374430.000000 Penalty: 3495.376465
	Iteration 78Q: 3 clusters Score -5374430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5374432.000000 Penalty: 3495.376465
	Iteration 79Q: 3 clusters Score -5374432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5374432.500000 Penalty: 3495.376465
	Iteration 80F: 3 clusters Score -5374432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5374432.000000 Penalty: 3495.376465
	Iteration 81Q: 3 clusters Score -5374432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5374444.000000 Penalty: 3495.376465
	Iteration 82Q: 3 clusters Score -5374444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5374450.000000 Penalty: 3495.376465
	Iteration 83Q: 3 clusters Score -5374450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5374442.000000 Penalty: 3495.376465
	Iteration 84Q: 3 clusters Score -5374442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5374444.000000 Penalty: 3495.376465
	Iteration 85Q: 3 clusters Score -5374444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5374449.500000 Penalty: 3495.376465
	Iteration 86Q: 3 clusters Score -5374450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5374448.000000 Penalty: 3495.376465
	Iteration 87Q: 3 clusters Score -5374448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5374447.500000 Penalty: 3495.376465
	Iteration 88Q: 3 clusters Score -5374448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5374447.500000 Penalty: 3495.376465
	Iteration 89Q: 3 clusters Score -5374448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5374447.500000 Penalty: 3495.376465
	Iteration 90F: 3 clusters Score -5374448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -99993.460938 Penalty: 1120.383911
	Iteration 0F: 2 clusters Score -99993.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98620.054688 Penalty: 2240.767822
	Iteration 0F: 3 clusters Score -98620.05 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -98924.679688 Penalty: 2240.767822
	Iteration 1F: 3 clusters Score -98924.68 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -99058.585938 Penalty: 2240.767822
	Iteration 2F: 3 clusters Score -99058.59 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99212.640625 Penalty: 2240.767822
	Iteration 3F: 3 clusters Score -99212.64 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -99358.867188 Penalty: 2240.767822
	Iteration 4F: 3 clusters Score -99358.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -99471.234375 Penalty: 2240.767822
	Iteration 5F: 3 clusters Score -99471.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -99578.085938 Penalty: 2240.767822
	Iteration 6Q: 3 clusters Score -99578.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -99626.578125 Penalty: 2240.767822
	Iteration 7Q: 3 clusters Score -99626.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -99648.109375 Penalty: 2240.767822
	Iteration 8Q: 3 clusters Score -99648.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -99654.328125 Penalty: 2240.767822
	Iteration 9Q: 3 clusters Score -99654.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -99658.804688 Penalty: 2240.767822
	Iteration 10Q: 3 clusters Score -99658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -99662.960938 Penalty: 2240.767822
	Iteration 11Q: 3 clusters Score -99662.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -99664.523438 Penalty: 2240.767822
	Iteration 12Q: 3 clusters Score -99664.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -99664.523438 Penalty: 2240.767822
	Iteration 13F: 3 clusters Score -99664.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Entering Unmasked Estep 
Score: -4251887.000000 Penalty: 1715.391479
	Iteration 0F: 2 clusters Score -4251887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -4226074.500000 Penalty: 3430.782959
	Iteration 0F: 3 clusters Score -4226074 nChanged 17900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4236091.500000 Penalty: 3430.782959
	Iteration 1F: 3 clusters Score -4236092 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -4236667.500000 Penalty: 3430.782959
	Iteration 2Q: 3 clusters Score -4236668 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -4237462.000000 Penalty: 3430.782959
	Iteration 3Q: 3 clusters Score -4237462 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -4238564.500000 Penalty: 3430.782959
	Iteration 4F: 3 clusters Score -4238564 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -4240245.500000 Penalty: 3430.782959
	Iteration 5F: 3 clusters Score -4240246 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -4242513.000000 Penalty: 3430.782959
	Iteration 6F: 3 clusters Score -4242513 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -4245098.500000 Penalty: 3430.782959
	Iteration 7F: 3 clusters Score -4245098 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -4247362.500000 Penalty: 3430.782959
	Iteration 8F: 3 clusters Score -4247362 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4248832.000000 Penalty: 3430.782959
	Iteration 9Q: 3 clusters Score -4248832 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4249601.000000 Penalty: 3430.782959
	Iteration 10Q: 3 clusters Score -4249601 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4250007.000000 Penalty: 3430.782959
	Iteration 11Q: 3 clusters Score -4250007 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4250174.500000 Penalty: 3430.782959
	Iteration 12Q: 3 clusters Score -4250174 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4250281.500000 Penalty: 3430.782959
	Iteration 13Q: 3 clusters Score -4250282 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4250331.500000 Penalty: 3430.782959
	Iteration 14Q: 3 clusters Score -4250332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4250376.500000 Penalty: 3430.782959
	Iteration 15Q: 3 clusters Score -4250376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4250405.500000 Penalty: 3430.782959
	Iteration 16Q: 3 clusters Score -4250406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4250425.500000 Penalty: 3430.782959
	Iteration 17Q: 3 clusters Score -4250426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4250433.500000 Penalty: 3430.782959
	Iteration 18Q: 3 clusters Score -4250434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4250441.000000 Penalty: 3430.782959
	Iteration 19Q: 3 clusters Score -4250441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4250446.000000 Penalty: 3430.782959
	Iteration 20F: 3 clusters Score -4250446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4250453.000000 Penalty: 3430.782959
	Iteration 21Q: 3 clusters Score -4250453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4250467.500000 Penalty: 3430.782959
	Iteration 22Q: 3 clusters Score -4250468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4250474.500000 Penalty: 3430.782959
	Iteration 23Q: 3 clusters Score -4250474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4250481.000000 Penalty: 3430.782959
	Iteration 24Q: 3 clusters Score -4250481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4250492.500000 Penalty: 3430.782959
	Iteration 25Q: 3 clusters Score -4250492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4250502.000000 Penalty: 3430.782959
	Iteration 26Q: 3 clusters Score -4250502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4250505.000000 Penalty: 3430.782959
	Iteration 27Q: 3 clusters Score -4250505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4250507.000000 Penalty: 3430.782959
	Iteration 28Q: 3 clusters Score -4250507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4250507.500000 Penalty: 3430.782959
	Iteration 29Q: 3 clusters Score -4250508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4250509.000000 Penalty: 3430.782959
	Iteration 30Q: 3 clusters Score -4250509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4250509.000000 Penalty: 3430.782959
	Iteration 31F: 3 clusters Score -4250509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Entering Unmasked Estep 
Score: -2357780.500000 Penalty: 1612.916504
	Iteration 0F: 2 clusters Score -2357780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2343800.000000 Penalty: 3225.833008
	Iteration 0F: 3 clusters Score -2343800 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2348895.750000 Penalty: 3225.833008
	Iteration 1F: 3 clusters Score -2348896 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2349213.250000 Penalty: 3225.833008
	Iteration 2Q: 3 clusters Score -2349213 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2349484.000000 Penalty: 3225.833008
	Iteration 3Q: 3 clusters Score -2349484 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2349785.250000 Penalty: 3225.833008
	Iteration 4Q: 3 clusters Score -2349785 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2350174.750000 Penalty: 3225.833008
	Iteration 5Q: 3 clusters Score -2350175 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2350699.500000 Penalty: 3225.833008
	Iteration 6Q: 3 clusters Score -2350700 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2351396.500000 Penalty: 3225.833008
	Iteration 7F: 3 clusters Score -2351396 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2352125.000000 Penalty: 3225.833008
	Iteration 8F: 3 clusters Score -2352125 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2352819.000000 Penalty: 3225.833008
	Iteration 9F: 3 clusters Score -2352819 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2353406.500000 Penalty: 3225.833008
	Iteration 10Q: 3 clusters Score -2353406 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2353889.250000 Penalty: 3225.833008
	Iteration 11Q: 3 clusters Score -2353889 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2354165.250000 Penalty: 3225.833008
	Iteration 12Q: 3 clusters Score -2354165 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2354357.750000 Penalty: 3225.833008
	Iteration 13Q: 3 clusters Score -2354358 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2354504.500000 Penalty: 3225.833008
	Iteration 14Q: 3 clusters Score -2354504 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2354646.250000 Penalty: 3225.833008
	Iteration 15Q: 3 clusters Score -2354646 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2354768.750000 Penalty: 3225.833008
	Iteration 16Q: 3 clusters Score -2354769 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2354891.250000 Penalty: 3225.833008
	Iteration 17Q: 3 clusters Score -2354891 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2355007.250000 Penalty: 3225.833008
	Iteration 18Q: 3 clusters Score -2355007 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2355130.750000 Penalty: 3225.833008
	Iteration 19Q: 3 clusters Score -2355131 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2355274.500000 Penalty: 3225.833008
	Iteration 20F: 3 clusters Score -2355274 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2355442.000000 Penalty: 3225.833008
	Iteration 21Q: 3 clusters Score -2355442 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2355582.250000 Penalty: 3225.833008
	Iteration 22Q: 3 clusters Score -2355582 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2355728.750000 Penalty: 3225.833008
	Iteration 23Q: 3 clusters Score -2355729 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2355831.000000 Penalty: 3225.833008
	Iteration 24Q: 3 clusters Score -2355831 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2355917.000000 Penalty: 3225.833008
	Iteration 25Q: 3 clusters Score -2355917 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2356000.500000 Penalty: 3225.833008
	Iteration 26Q: 3 clusters Score -2356000 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2356070.750000 Penalty: 3225.833008
	Iteration 27Q: 3 clusters Score -2356071 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2356130.250000 Penalty: 3225.833008
	Iteration 28Q: 3 clusters Score -2356130 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2356187.250000 Penalty: 3225.833008
	Iteration 29Q: 3 clusters Score -2356187 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2356226.750000 Penalty: 3225.833008
	Iteration 30Q: 3 clusters Score -2356227 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2356267.250000 Penalty: 3225.833008
	Iteration 31Q: 3 clusters Score -2356267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2356302.000000 Penalty: 3225.833008
	Iteration 32Q: 3 clusters Score -2356302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2356332.500000 Penalty: 3225.833008
	Iteration 33Q: 3 clusters Score -2356332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2356364.000000 Penalty: 3225.833008
	Iteration 34Q: 3 clusters Score -2356364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2356375.500000 Penalty: 3225.833008
	Iteration 35Q: 3 clusters Score -2356376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2356387.750000 Penalty: 3225.833008
	Iteration 36Q: 3 clusters Score -2356388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2356394.250000 Penalty: 3225.833008
	Iteration 37Q: 3 clusters Score -2356394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2356404.500000 Penalty: 3225.833008
	Iteration 38Q: 3 clusters Score -2356404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2356405.750000 Penalty: 3225.833008
	Iteration 39Q: 3 clusters Score -2356406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2356412.000000 Penalty: 3225.833008
	Iteration 40F: 3 clusters Score -2356412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2356418.000000 Penalty: 3225.833008
	Iteration 41Q: 3 clusters Score -2356418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2356422.000000 Penalty: 3225.833008
	Iteration 42Q: 3 clusters Score -2356422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2356424.750000 Penalty: 3225.833008
	Iteration 43Q: 3 clusters Score -2356425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2356424.250000 Penalty: 3225.833008
	Iteration 44Q: 3 clusters Score -2356424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2356424.750000 Penalty: 3225.833008
	Iteration 45Q: 3 clusters Score -2356425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2356423.000000 Penalty: 3225.833008
	Iteration 46Q: 3 clusters Score -2356423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2356422.750000 Penalty: 3225.833008
	Iteration 47Q: 3 clusters Score -2356423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2356422.750000 Penalty: 3225.833008
	Iteration 48F: 3 clusters Score -2356423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Entering Unmasked Estep 
Score: -427324.125000 Penalty: 1338.375244
	Iteration 0F: 2 clusters Score -427324.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -424173.937500 Penalty: 2676.750488
	Iteration 0F: 3 clusters Score -424173.9 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -424972.812500 Penalty: 2676.750488
	Iteration 1F: 3 clusters Score -424972.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -425240.406250 Penalty: 2676.750488
	Iteration 2F: 3 clusters Score -425240.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -425478.531250 Penalty: 2676.750488
	Iteration 3F: 3 clusters Score -425478.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -425656.500000 Penalty: 2676.750488
	Iteration 4F: 3 clusters Score -425656.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -425846.187500 Penalty: 2676.750488
	Iteration 5F: 3 clusters Score -425846.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -425994.531250 Penalty: 2676.750488
	Iteration 6F: 3 clusters Score -425994.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -426126.843750 Penalty: 2676.750488
	Iteration 7Q: 3 clusters Score -426126.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -426248.593750 Penalty: 2676.750488
	Iteration 8Q: 3 clusters Score -426248.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -426335.468750 Penalty: 2676.750488
	Iteration 9Q: 3 clusters Score -426335.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -426404.843750 Penalty: 2676.750488
	Iteration 10Q: 3 clusters Score -426404.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -426461.812500 Penalty: 2676.750488
	Iteration 11Q: 3 clusters Score -426461.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -426497.812500 Penalty: 2676.750488
	Iteration 12Q: 3 clusters Score -426497.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -426529.656250 Penalty: 2676.750488
	Iteration 13Q: 3 clusters Score -426529.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -426554.218750 Penalty: 2676.750488
	Iteration 14Q: 3 clusters Score -426554.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -426573.750000 Penalty: 2676.750488
	Iteration 15Q: 3 clusters Score -426573.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -426587.593750 Penalty: 2676.750488
	Iteration 16Q: 3 clusters Score -426587.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -426595.000000 Penalty: 2676.750488
	Iteration 17Q: 3 clusters Score -426595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -426599.687500 Penalty: 2676.750488
	Iteration 18Q: 3 clusters Score -426599.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -426603.750000 Penalty: 2676.750488
	Iteration 19Q: 3 clusters Score -426603.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -426607.625000 Penalty: 2676.750488
	Iteration 20F: 3 clusters Score -426607.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -426609.843750 Penalty: 2676.750488
	Iteration 21Q: 3 clusters Score -426609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -426611.468750 Penalty: 2676.750488
	Iteration 22Q: 3 clusters Score -426611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -426612.062500 Penalty: 2676.750488
	Iteration 23Q: 3 clusters Score -426612.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -426612.062500 Penalty: 2676.750488
	Iteration 24F: 3 clusters Score -426612.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (95808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95808 members 
Entering Unmasked Estep 
Score: -11045712.000000 Penalty: 1863.891479
	Iteration 0F: 2 clusters Score -1.104571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -10983224.000000 Penalty: 3727.782959
	Iteration 0F: 3 clusters Score -1.098322e+07 nChanged 45882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -11010063.000000 Penalty: 3727.782959
	Iteration 1F: 3 clusters Score -1.101006e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -11010602.000000 Penalty: 3727.782959
	Iteration 2Q: 3 clusters Score -1.10106e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -11011264.000000 Penalty: 3727.782959
	Iteration 3Q: 3 clusters Score -1.101126e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -11012100.000000 Penalty: 3727.782959
	Iteration 4Q: 3 clusters Score -1.10121e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -11013070.000000 Penalty: 3727.782959
	Iteration 5Q: 3 clusters Score -1.101307e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -11014542.000000 Penalty: 3727.782959
	Iteration 6Q: 3 clusters Score -1.101454e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -11016682.000000 Penalty: 3727.782959
	Iteration 7Q: 3 clusters Score -1.101668e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -11019991.000000 Penalty: 3727.782959
	Iteration 8F: 3 clusters Score -1.101999e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -11024451.000000 Penalty: 3727.782959
	Iteration 9F: 3 clusters Score -1.102445e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -11028757.000000 Penalty: 3727.782959
	Iteration 10F: 3 clusters Score -1.102876e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -11031506.000000 Penalty: 3727.782959
	Iteration 11F: 3 clusters Score -1.103151e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 66439 members 
Entering Unmasked Estep 
Score: -11032715.000000 Penalty: 3727.782959
	Iteration 12Q: 3 clusters Score -1.103272e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -11033457.000000 Penalty: 3727.782959
	Iteration 13Q: 3 clusters Score -1.103346e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -11034137.000000 Penalty: 3727.782959
	Iteration 14Q: 3 clusters Score -1.103414e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -11034784.000000 Penalty: 3727.782959
	Iteration 15Q: 3 clusters Score -1.103478e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
Score: -11035443.000000 Penalty: 3727.782959
	Iteration 16Q: 3 clusters Score -1.103544e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -11036161.000000 Penalty: 3727.782959
	Iteration 17Q: 3 clusters Score -1.103616e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -11036969.000000 Penalty: 3727.782959
	Iteration 18Q: 3 clusters Score -1.103697e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 78347 members 
Entering Unmasked Estep 
Score: -11037681.000000 Penalty: 3727.782959
	Iteration 19Q: 3 clusters Score -1.103768e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 79926 members 
Entering Unmasked Estep 
Score: -11038347.000000 Penalty: 3727.782959
	Iteration 20F: 3 clusters Score -1.103835e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 81426 members 
Entering Unmasked Estep 
Score: -11038924.000000 Penalty: 3727.782959
	Iteration 21Q: 3 clusters Score -1.103892e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 82817 members 
Entering Unmasked Estep 
Score: -11039575.000000 Penalty: 3727.782959
	Iteration 22Q: 3 clusters Score -1.103958e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -11040113.000000 Penalty: 3727.782959
	Iteration 23Q: 3 clusters Score -1.104011e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 85331 members 
Entering Unmasked Estep 
Score: -11040592.000000 Penalty: 3727.782959
	Iteration 24Q: 3 clusters Score -1.104059e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -11040989.000000 Penalty: 3727.782959
	Iteration 25Q: 3 clusters Score -1.104099e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 87435 members 
Entering Unmasked Estep 
Score: -11041319.000000 Penalty: 3727.782959
	Iteration 26Q: 3 clusters Score -1.104132e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -11041687.000000 Penalty: 3727.782959
	Iteration 27Q: 3 clusters Score -1.104169e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -11041911.000000 Penalty: 3727.782959
	Iteration 28Q: 3 clusters Score -1.104191e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 89808 members 
Entering Unmasked Estep 
Score: -11042142.000000 Penalty: 3727.782959
	Iteration 29Q: 3 clusters Score -1.104214e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -11042378.000000 Penalty: 3727.782959
	Iteration 30Q: 3 clusters Score -1.104238e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -11042596.000000 Penalty: 3727.782959
	Iteration 31Q: 3 clusters Score -1.10426e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -11042759.000000 Penalty: 3727.782959
	Iteration 32Q: 3 clusters Score -1.104276e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 92047 members 
Entering Unmasked Estep 
Score: -11042948.000000 Penalty: 3727.782959
	Iteration 33Q: 3 clusters Score -1.104295e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 92456 members 
Entering Unmasked Estep 
Score: -11043086.000000 Penalty: 3727.782959
	Iteration 34Q: 3 clusters Score -1.104309e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 92837 members 
Entering Unmasked Estep 
Score: -11043241.000000 Penalty: 3727.782959
	Iteration 35Q: 3 clusters Score -1.104324e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 93194 members 
Entering Unmasked Estep 
Score: -11043378.000000 Penalty: 3727.782959
	Iteration 36Q: 3 clusters Score -1.104338e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 93486 members 
Entering Unmasked Estep 
Score: -11043491.000000 Penalty: 3727.782959
	Iteration 37Q: 3 clusters Score -1.104349e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 93740 members 
Entering Unmasked Estep 
Score: -11043606.000000 Penalty: 3727.782959
	Iteration 38Q: 3 clusters Score -1.104361e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 93927 members 
Entering Unmasked Estep 
Score: -11043686.000000 Penalty: 3727.782959
	Iteration 39Q: 3 clusters Score -1.104369e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -11043710.000000 Penalty: 3727.782959
	Iteration 40F: 3 clusters Score -1.104371e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 94240 members 
Entering Unmasked Estep 
Score: -11043753.000000 Penalty: 3727.782959
	Iteration 41Q: 3 clusters Score -1.104375e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 94371 members 
Entering Unmasked Estep 
Score: -11043825.000000 Penalty: 3727.782959
	Iteration 42Q: 3 clusters Score -1.104382e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 94491 members 
Entering Unmasked Estep 
Score: -11043858.000000 Penalty: 3727.782959
	Iteration 43Q: 3 clusters Score -1.104386e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 94581 members 
Entering Unmasked Estep 
Score: -11043913.000000 Penalty: 3727.782959
	Iteration 44Q: 3 clusters Score -1.104391e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 94644 members 
Entering Unmasked Estep 
Score: -11043935.000000 Penalty: 3727.782959
	Iteration 45Q: 3 clusters Score -1.104394e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 94702 members 
Entering Unmasked Estep 
Score: -11043971.000000 Penalty: 3727.782959
	Iteration 46Q: 3 clusters Score -1.104397e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 94755 members 
Entering Unmasked Estep 
Score: -11043984.000000 Penalty: 3727.782959
	Iteration 47Q: 3 clusters Score -1.104398e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 94804 members 
Entering Unmasked Estep 
Score: -11043990.000000 Penalty: 3727.782959
	Iteration 48Q: 3 clusters Score -1.104399e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 94849 members 
Entering Unmasked Estep 
Score: -11044016.000000 Penalty: 3727.782959
	Iteration 49Q: 3 clusters Score -1.104402e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 94889 members 
Entering Unmasked Estep 
Score: -11044053.000000 Penalty: 3727.782959
	Iteration 50Q: 3 clusters Score -1.104405e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 94929 members 
Entering Unmasked Estep 
Score: -11044053.000000 Penalty: 3727.782959
	Iteration 51Q: 3 clusters Score -1.104405e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -11044056.000000 Penalty: 3727.782959
	Iteration 52Q: 3 clusters Score -1.104406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 94983 members 
Entering Unmasked Estep 
Score: -11044072.000000 Penalty: 3727.782959
	Iteration 53Q: 3 clusters Score -1.104407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -11044074.000000 Penalty: 3727.782959
	Iteration 54Q: 3 clusters Score -1.104407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 95017 members 
Entering Unmasked Estep 
Score: -11044087.000000 Penalty: 3727.782959
	Iteration 55Q: 3 clusters Score -1.104409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 95036 members 
Entering Unmasked Estep 
Score: -11044102.000000 Penalty: 3727.782959
	Iteration 56Q: 3 clusters Score -1.10441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -11044112.000000 Penalty: 3727.782959
	Iteration 57Q: 3 clusters Score -1.104411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 95051 members 
Entering Unmasked Estep 
Score: -11044106.000000 Penalty: 3727.782959
	Iteration 58Q: 3 clusters Score -1.104411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 95055 members 
Entering Unmasked Estep 
Score: -11044110.000000 Penalty: 3727.782959
	Iteration 59Q: 3 clusters Score -1.104411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 95058 members 
Entering Unmasked Estep 
Score: -11044108.000000 Penalty: 3727.782959
	Iteration 60F: 3 clusters Score -1.104411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 95064 members 
Entering Unmasked Estep 
Score: -11044099.000000 Penalty: 3727.782959
	Iteration 61Q: 3 clusters Score -1.10441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -11044106.000000 Penalty: 3727.782959
	Iteration 62Q: 3 clusters Score -1.104411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -11044101.000000 Penalty: 3727.782959
	Iteration 63Q: 3 clusters Score -1.10441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -11044112.000000 Penalty: 3727.782959
	Iteration 64Q: 3 clusters Score -1.104411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -11044116.000000 Penalty: 3727.782959
	Iteration 65Q: 3 clusters Score -1.104412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 95074 members 
Entering Unmasked Estep 
Score: -11044119.000000 Penalty: 3727.782959
	Iteration 66Q: 3 clusters Score -1.104412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -11044115.000000 Penalty: 3727.782959
	Iteration 67Q: 3 clusters Score -1.104412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 95081 members 
Entering Unmasked Estep 
Score: -11044112.000000 Penalty: 3727.782959
	Iteration 68Q: 3 clusters Score -1.104411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 95088 members 
Entering Unmasked Estep 
Score: -11044116.000000 Penalty: 3727.782959
	Iteration 69Q: 3 clusters Score -1.104412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -11044121.000000 Penalty: 3727.782959
	Iteration 70Q: 3 clusters Score -1.104412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 95100 members 
Entering Unmasked Estep 
Score: -11044123.000000 Penalty: 3727.782959
	Iteration 71Q: 3 clusters Score -1.104412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 95106 members 
Entering Unmasked Estep 
Score: -11044119.000000 Penalty: 3727.782959
	Iteration 72Q: 3 clusters Score -1.104412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -11044128.000000 Penalty: 3727.782959
	Iteration 73Q: 3 clusters Score -1.104413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 95119 members 
Entering Unmasked Estep 
Score: -11044124.000000 Penalty: 3727.782959
	Iteration 74Q: 3 clusters Score -1.104412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 95122 members 
Entering Unmasked Estep 
Score: -11044121.000000 Penalty: 3727.782959
	Iteration 75Q: 3 clusters Score -1.104412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 95127 members 
Entering Unmasked Estep 
Score: -11044124.000000 Penalty: 3727.782959
	Iteration 76Q: 3 clusters Score -1.104412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 95136 members 
Entering Unmasked Estep 
Score: -11044126.000000 Penalty: 3727.782959
	Iteration 77Q: 3 clusters Score -1.104413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -11044117.000000 Penalty: 3727.782959
	Iteration 78Q: 3 clusters Score -1.104412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 95147 members 
Entering Unmasked Estep 
Score: -11044120.000000 Penalty: 3727.782959
	Iteration 79Q: 3 clusters Score -1.104412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 95148 members 
Entering Unmasked Estep 
Score: -11044125.000000 Penalty: 3727.782959
	Iteration 80F: 3 clusters Score -1.104412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 95152 members 
Entering Unmasked Estep 
Score: -11044123.000000 Penalty: 3727.782959
	Iteration 81Q: 3 clusters Score -1.104412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -11044138.000000 Penalty: 3727.782959
	Iteration 82Q: 3 clusters Score -1.104414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -11044141.000000 Penalty: 3727.782959
	Iteration 83Q: 3 clusters Score -1.104414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 95172 members 
Entering Unmasked Estep 
Score: -11044152.000000 Penalty: 3727.782959
	Iteration 84Q: 3 clusters Score -1.104415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 95177 members 
Entering Unmasked Estep 
Score: -11044154.000000 Penalty: 3727.782959
	Iteration 85Q: 3 clusters Score -1.104415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 95178 members 
Entering Unmasked Estep 
Score: -11044154.000000 Penalty: 3727.782959
	Iteration 86Q: 3 clusters Score -1.104415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 95181 members 
Entering Unmasked Estep 
Score: -11044154.000000 Penalty: 3727.782959
	Iteration 87Q: 3 clusters Score -1.104415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 95184 members 
Entering Unmasked Estep 
Score: -11044158.000000 Penalty: 3727.782959
	Iteration 88Q: 3 clusters Score -1.104416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -11044157.000000 Penalty: 3727.782959
	Iteration 89Q: 3 clusters Score -1.104416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -11044162.000000 Penalty: 3727.782959
	Iteration 90Q: 3 clusters Score -1.104416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 95192 members 
Entering Unmasked Estep 
Score: -11044173.000000 Penalty: 3727.782959
	Iteration 91Q: 3 clusters Score -1.104417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 95193 members 
Entering Unmasked Estep 
Score: -11044179.000000 Penalty: 3727.782959
	Iteration 92Q: 3 clusters Score -1.104418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 95194 members 
Entering Unmasked Estep 
Score: -11044188.000000 Penalty: 3727.782959
	Iteration 93Q: 3 clusters Score -1.104419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -11044183.000000 Penalty: 3727.782959
	Iteration 94Q: 3 clusters Score -1.104418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -11044183.000000 Penalty: 3727.782959
	Iteration 95Q: 3 clusters Score -1.104418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 95213 members 
Entering Unmasked Estep 
Score: -11044198.000000 Penalty: 3727.782959
	Iteration 96Q: 3 clusters Score -1.10442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 95220 members 
Entering Unmasked Estep 
Score: -11044194.000000 Penalty: 3727.782959
	Iteration 97Q: 3 clusters Score -1.104419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 95223 members 
Entering Unmasked Estep 
Score: -11044193.000000 Penalty: 3727.782959
	Iteration 98Q: 3 clusters Score -1.104419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -11044193.000000 Penalty: 3727.782959
	Iteration 99Q: 3 clusters Score -1.104419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -11044194.000000 Penalty: 3727.782959
	Iteration 100F: 3 clusters Score -1.104419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 95233 members 
Entering Unmasked Estep 
Score: -11044189.000000 Penalty: 3727.782959
	Iteration 101Q: 3 clusters Score -1.104419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 95236 members 
Entering Unmasked Estep 
Score: -11044199.000000 Penalty: 3727.782959
	Iteration 102Q: 3 clusters Score -1.10442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 95242 members 
Entering Unmasked Estep 
Score: -11044206.000000 Penalty: 3727.782959
	Iteration 103Q: 3 clusters Score -1.104421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 95247 members 
Entering Unmasked Estep 
Score: -11044212.000000 Penalty: 3727.782959
	Iteration 104Q: 3 clusters Score -1.104421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 95250 members 
Entering Unmasked Estep 
Score: -11044210.000000 Penalty: 3727.782959
	Iteration 105Q: 3 clusters Score -1.104421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -11044204.000000 Penalty: 3727.782959
	Iteration 106Q: 3 clusters Score -1.10442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -11044206.000000 Penalty: 3727.782959
	Iteration 107Q: 3 clusters Score -1.104421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 95258 members 
Entering Unmasked Estep 
Score: -11044211.000000 Penalty: 3727.782959
	Iteration 108Q: 3 clusters Score -1.104421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 95263 members 
Entering Unmasked Estep 
Score: -11044208.000000 Penalty: 3727.782959
	Iteration 109Q: 3 clusters Score -1.104421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -11044210.000000 Penalty: 3727.782959
	Iteration 110Q: 3 clusters Score -1.104421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 95268 members 
Entering Unmasked Estep 
Score: -11044201.000000 Penalty: 3727.782959
	Iteration 111Q: 3 clusters Score -1.10442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 95270 members 
Entering Unmasked Estep 
Score: -11044199.000000 Penalty: 3727.782959
	Iteration 112Q: 3 clusters Score -1.10442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 95269 members 
Entering Unmasked Estep 
Score: -11044202.000000 Penalty: 3727.782959
	Iteration 113Q: 3 clusters Score -1.10442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 95269 members 
Entering Unmasked Estep 
Score: -11044202.000000 Penalty: 3727.782959
	Iteration 114F: 3 clusters Score -1.10442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Entering Unmasked Estep 
Score: -1165438.500000 Penalty: 1500.343750
	Iteration 0F: 2 clusters Score -1165438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1158079.125000 Penalty: 3000.687500
	Iteration 0F: 3 clusters Score -1158079 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1160429.250000 Penalty: 3000.687500
	Iteration 1F: 3 clusters Score -1160429 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1160696.500000 Penalty: 3000.687500
	Iteration 2F: 3 clusters Score -1160696 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1160946.000000 Penalty: 3000.687500
	Iteration 3F: 3 clusters Score -1160946 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1161225.500000 Penalty: 3000.687500
	Iteration 4F: 3 clusters Score -1161226 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1161533.500000 Penalty: 3000.687500
	Iteration 5Q: 3 clusters Score -1161534 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1161896.125000 Penalty: 3000.687500
	Iteration 6F: 3 clusters Score -1161896 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1162308.000000 Penalty: 3000.687500
	Iteration 7F: 3 clusters Score -1162308 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1162767.125000 Penalty: 3000.687500
	Iteration 8F: 3 clusters Score -1162767 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1163215.875000 Penalty: 3000.687500
	Iteration 9F: 3 clusters Score -1163216 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1163589.500000 Penalty: 3000.687500
	Iteration 10Q: 3 clusters Score -1163590 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1163843.000000 Penalty: 3000.687500
	Iteration 11Q: 3 clusters Score -1163843 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1163980.625000 Penalty: 3000.687500
	Iteration 12Q: 3 clusters Score -1163981 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1164059.375000 Penalty: 3000.687500
	Iteration 13Q: 3 clusters Score -1164059 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1164106.375000 Penalty: 3000.687500
	Iteration 14Q: 3 clusters Score -1164106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1164142.250000 Penalty: 3000.687500
	Iteration 15Q: 3 clusters Score -1164142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1164170.250000 Penalty: 3000.687500
	Iteration 16Q: 3 clusters Score -1164170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1164186.250000 Penalty: 3000.687500
	Iteration 17Q: 3 clusters Score -1164186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1164203.750000 Penalty: 3000.687500
	Iteration 18Q: 3 clusters Score -1164204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1164212.875000 Penalty: 3000.687500
	Iteration 19Q: 3 clusters Score -1164213 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1164222.125000 Penalty: 3000.687500
	Iteration 20F: 3 clusters Score -1164222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1164233.875000 Penalty: 3000.687500
	Iteration 21Q: 3 clusters Score -1164234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1164238.625000 Penalty: 3000.687500
	Iteration 22Q: 3 clusters Score -1164239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1164243.000000 Penalty: 3000.687500
	Iteration 23Q: 3 clusters Score -1164243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1164244.625000 Penalty: 3000.687500
	Iteration 24Q: 3 clusters Score -1164245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1164248.750000 Penalty: 3000.687500
	Iteration 25Q: 3 clusters Score -1164249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1164251.500000 Penalty: 3000.687500
	Iteration 26Q: 3 clusters Score -1164252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1164252.125000 Penalty: 3000.687500
	Iteration 27Q: 3 clusters Score -1164252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1164253.625000 Penalty: 3000.687500
	Iteration 28Q: 3 clusters Score -1164254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1164256.125000 Penalty: 3000.687500
	Iteration 29Q: 3 clusters Score -1164256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1164259.125000 Penalty: 3000.687500
	Iteration 30Q: 3 clusters Score -1164259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1164260.500000 Penalty: 3000.687500
	Iteration 31Q: 3 clusters Score -1164260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1164259.750000 Penalty: 3000.687500
	Iteration 32Q: 3 clusters Score -1164260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1164262.250000 Penalty: 3000.687500
	Iteration 33Q: 3 clusters Score -1164262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1164264.500000 Penalty: 3000.687500
	Iteration 34Q: 3 clusters Score -1164264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1164270.000000 Penalty: 3000.687500
	Iteration 35Q: 3 clusters Score -1164270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1164272.500000 Penalty: 3000.687500
	Iteration 36Q: 3 clusters Score -1164272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1164278.500000 Penalty: 3000.687500
	Iteration 37Q: 3 clusters Score -1164278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1164279.875000 Penalty: 3000.687500
	Iteration 38Q: 3 clusters Score -1164280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1164281.625000 Penalty: 3000.687500
	Iteration 39Q: 3 clusters Score -1164282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1164287.625000 Penalty: 3000.687500
	Iteration 40F: 3 clusters Score -1164288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1164285.500000 Penalty: 3000.687500
	Iteration 41Q: 3 clusters Score -1164286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1164284.625000 Penalty: 3000.687500
	Iteration 42Q: 3 clusters Score -1164285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1164286.625000 Penalty: 3000.687500
	Iteration 43Q: 3 clusters Score -1164287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1164286.625000 Penalty: 3000.687500
	Iteration 44F: 3 clusters Score -1164287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -335017.218750 Penalty: 1306.729614
	Iteration 0F: 2 clusters Score -335017.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -332265.281250 Penalty: 2613.459229
	Iteration 0F: 3 clusters Score -332265.3 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -332947.531250 Penalty: 2613.459229
	Iteration 1F: 3 clusters Score -332947.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -333106.843750 Penalty: 2613.459229
	Iteration 2F: 3 clusters Score -333106.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -333236.593750 Penalty: 2613.459229
	Iteration 3F: 3 clusters Score -333236.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -333344.250000 Penalty: 2613.459229
	Iteration 4Q: 3 clusters Score -333344.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -333450.937500 Penalty: 2613.459229
	Iteration 5Q: 3 clusters Score -333450.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -333592.000000 Penalty: 2613.459229
	Iteration 6Q: 3 clusters Score -333592 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -333719.687500 Penalty: 2613.459229
	Iteration 7Q: 3 clusters Score -333719.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -333837.843750 Penalty: 2613.459229
	Iteration 8Q: 3 clusters Score -333837.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -333939.250000 Penalty: 2613.459229
	Iteration 9Q: 3 clusters Score -333939.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -334012.093750 Penalty: 2613.459229
	Iteration 10Q: 3 clusters Score -334012.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -334061.718750 Penalty: 2613.459229
	Iteration 11Q: 3 clusters Score -334061.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -334115.875000 Penalty: 2613.459229
	Iteration 12Q: 3 clusters Score -334115.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -334180.406250 Penalty: 2613.459229
	Iteration 13Q: 3 clusters Score -334180.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -334214.406250 Penalty: 2613.459229
	Iteration 14Q: 3 clusters Score -334214.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -334243.531250 Penalty: 2613.459229
	Iteration 15Q: 3 clusters Score -334243.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -334272.125000 Penalty: 2613.459229
	Iteration 16Q: 3 clusters Score -334272.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -334289.375000 Penalty: 2613.459229
	Iteration 17Q: 3 clusters Score -334289.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -334301.437500 Penalty: 2613.459229
	Iteration 18Q: 3 clusters Score -334301.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -334310.000000 Penalty: 2613.459229
	Iteration 19Q: 3 clusters Score -334310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -334315.812500 Penalty: 2613.459229
	Iteration 20F: 3 clusters Score -334315.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -334321.656250 Penalty: 2613.459229
	Iteration 21Q: 3 clusters Score -334321.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -334325.656250 Penalty: 2613.459229
	Iteration 22Q: 3 clusters Score -334325.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -334330.125000 Penalty: 2613.459229
	Iteration 23Q: 3 clusters Score -334330.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -334333.937500 Penalty: 2613.459229
	Iteration 24Q: 3 clusters Score -334333.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -334337.281250 Penalty: 2613.459229
	Iteration 25Q: 3 clusters Score -334337.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -334338.500000 Penalty: 2613.459229
	Iteration 26Q: 3 clusters Score -334338.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -334339.500000 Penalty: 2613.459229
	Iteration 27Q: 3 clusters Score -334339.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -334340.343750 Penalty: 2613.459229
	Iteration 28Q: 3 clusters Score -334340.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -334340.812500 Penalty: 2613.459229
	Iteration 29Q: 3 clusters Score -334340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -334341.093750 Penalty: 2613.459229
	Iteration 30Q: 3 clusters Score -334341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -334342.062500 Penalty: 2613.459229
	Iteration 31Q: 3 clusters Score -334342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -334342.687500 Penalty: 2613.459229
	Iteration 32Q: 3 clusters Score -334342.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -334342.687500 Penalty: 2613.459229
	Iteration 33F: 3 clusters Score -334342.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Entering Unmasked Estep 
Score: -363160.500000 Penalty: 1321.086792
	Iteration 0F: 2 clusters Score -363160.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -360205.687500 Penalty: 2642.173584
	Iteration 0F: 3 clusters Score -360205.7 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -361116.625000 Penalty: 2642.173584
	Iteration 1F: 3 clusters Score -361116.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -361385.125000 Penalty: 2642.173584
	Iteration 2F: 3 clusters Score -361385.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -361580.156250 Penalty: 2642.173584
	Iteration 3F: 3 clusters Score -361580.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -361707.187500 Penalty: 2642.173584
	Iteration 4Q: 3 clusters Score -361707.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -361798.281250 Penalty: 2642.173584
	Iteration 5Q: 3 clusters Score -361798.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -361857.531250 Penalty: 2642.173584
	Iteration 6Q: 3 clusters Score -361857.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -361885.312500 Penalty: 2642.173584
	Iteration 7Q: 3 clusters Score -361885.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -361902.906250 Penalty: 2642.173584
	Iteration 8Q: 3 clusters Score -361902.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -361917.250000 Penalty: 2642.173584
	Iteration 9Q: 3 clusters Score -361917.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -361926.375000 Penalty: 2642.173584
	Iteration 10Q: 3 clusters Score -361926.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -361933.531250 Penalty: 2642.173584
	Iteration 11Q: 3 clusters Score -361933.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -361942.156250 Penalty: 2642.173584
	Iteration 12Q: 3 clusters Score -361942.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -361950.406250 Penalty: 2642.173584
	Iteration 13Q: 3 clusters Score -361950.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -361960.718750 Penalty: 2642.173584
	Iteration 14Q: 3 clusters Score -361960.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -361965.593750 Penalty: 2642.173584
	Iteration 15Q: 3 clusters Score -361965.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -361969.687500 Penalty: 2642.173584
	Iteration 16Q: 3 clusters Score -361969.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -361972.406250 Penalty: 2642.173584
	Iteration 17Q: 3 clusters Score -361972.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -361974.781250 Penalty: 2642.173584
	Iteration 18Q: 3 clusters Score -361974.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -361977.718750 Penalty: 2642.173584
	Iteration 19Q: 3 clusters Score -361977.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -361978.625000 Penalty: 2642.173584
	Iteration 20F: 3 clusters Score -361978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -361981.031250 Penalty: 2642.173584
	Iteration 21Q: 3 clusters Score -361981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -361983.500000 Penalty: 2642.173584
	Iteration 22Q: 3 clusters Score -361983.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -361985.031250 Penalty: 2642.173584
	Iteration 23Q: 3 clusters Score -361985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -361984.937500 Penalty: 2642.173584
	Iteration 24Q: 3 clusters Score -361984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -361985.125000 Penalty: 2642.173584
	Iteration 25Q: 3 clusters Score -361985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -361984.937500 Penalty: 2642.173584
	Iteration 26Q: 3 clusters Score -361984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -361985.375000 Penalty: 2642.173584
	Iteration 27Q: 3 clusters Score -361985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -361985.968750 Penalty: 2642.173584
	Iteration 28Q: 3 clusters Score -361986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -361985.968750 Penalty: 2642.173584
	Iteration 29F: 3 clusters Score -361986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Entering Unmasked Estep 
Score: -416077.750000 Penalty: 1329.756714
	Iteration 0F: 2 clusters Score -416077.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -413028.812500 Penalty: 2659.513428
	Iteration 0F: 3 clusters Score -413028.8 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -413802.406250 Penalty: 2659.513428
	Iteration 1F: 3 clusters Score -413802.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -413937.468750 Penalty: 2659.513428
	Iteration 2F: 3 clusters Score -413937.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -414038.156250 Penalty: 2659.513428
	Iteration 3Q: 3 clusters Score -414038.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -414113.468750 Penalty: 2659.513428
	Iteration 4Q: 3 clusters Score -414113.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -414184.968750 Penalty: 2659.513428
	Iteration 5Q: 3 clusters Score -414185 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -414252.562500 Penalty: 2659.513428
	Iteration 6Q: 3 clusters Score -414252.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -414321.500000 Penalty: 2659.513428
	Iteration 7Q: 3 clusters Score -414321.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -414405.468750 Penalty: 2659.513428
	Iteration 8Q: 3 clusters Score -414405.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -414497.750000 Penalty: 2659.513428
	Iteration 9Q: 3 clusters Score -414497.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -414592.281250 Penalty: 2659.513428
	Iteration 10Q: 3 clusters Score -414592.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -414683.593750 Penalty: 2659.513428
	Iteration 11Q: 3 clusters Score -414683.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -414795.375000 Penalty: 2659.513428
	Iteration 12Q: 3 clusters Score -414795.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -414889.500000 Penalty: 2659.513428
	Iteration 13Q: 3 clusters Score -414889.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -414963.593750 Penalty: 2659.513428
	Iteration 14Q: 3 clusters Score -414963.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -414991.250000 Penalty: 2659.513428
	Iteration 15Q: 3 clusters Score -414991.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -415004.250000 Penalty: 2659.513428
	Iteration 16Q: 3 clusters Score -415004.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -415010.812500 Penalty: 2659.513428
	Iteration 17Q: 3 clusters Score -415010.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -415018.906250 Penalty: 2659.513428
	Iteration 18Q: 3 clusters Score -415018.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -415023.031250 Penalty: 2659.513428
	Iteration 19Q: 3 clusters Score -415023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -415026.125000 Penalty: 2659.513428
	Iteration 20F: 3 clusters Score -415026.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -415029.375000 Penalty: 2659.513428
	Iteration 21Q: 3 clusters Score -415029.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -415032.437500 Penalty: 2659.513428
	Iteration 22Q: 3 clusters Score -415032.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -415033.000000 Penalty: 2659.513428
	Iteration 23Q: 3 clusters Score -415033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -415033.531250 Penalty: 2659.513428
	Iteration 24Q: 3 clusters Score -415033.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -415033.531250 Penalty: 2659.513428
	Iteration 25F: 3 clusters Score -415033.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 60552 members 
Mstep: Class 4 contains 9697 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 119502 members 
Mstep: Class 7 contains 8876 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 95930 members 
Mstep: Class 10 contains 150293 members 
Mstep: Class 11 contains 66368 members 
Mstep: Class 12 contains 145872 members 
Mstep: Class 13 contains 46864 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 38417 members 
Mstep: Class 16 contains 20448 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 95808 members 
Mstep: Class 19 contains 10228 members 
Mstep: Class 20 contains 3107 members 
Mstep: Class 21 contains 3394 members 
Mstep: Class 22 contains 3580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097184.000000 Penalty: 49056.292969
Iteration 119Q: 23 clusters Score -1.020972e+08 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 60138 members 
Mstep: Class 4 contains 9735 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 119540 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 8100 members 
Mstep: Class 9 contains 96396 members 
Mstep: Class 10 contains 149997 members 
Mstep: Class 11 contains 66270 members 
Mstep: Class 12 contains 146328 members 
Mstep: Class 13 contains 46845 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 38413 members 
Mstep: Class 16 contains 20417 members 
Mstep: Class 17 contains 3776 members 
Mstep: Class 18 contains 95667 members 
Mstep: Class 19 contains 10237 members 
Mstep: Class 20 contains 3105 members 
Mstep: Class 21 contains 3397 members 
Mstep: Class 22 contains 3588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097144.000000 Penalty: 49056.292969
Iteration 120F: 23 clusters Score -1.020971e+08 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 59721 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 119567 members 
Mstep: Class 7 contains 8881 members 
Mstep: Class 8 contains 8084 members 
Mstep: Class 9 contains 96862 members 
Mstep: Class 10 contains 149654 members 
Mstep: Class 11 contains 66190 members 
Mstep: Class 12 contains 146838 members 
Mstep: Class 13 contains 46835 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 38428 members 
Mstep: Class 16 contains 20370 members 
Mstep: Class 17 contains 3776 members 
Mstep: Class 18 contains 95508 members 
Mstep: Class 19 contains 10233 members 
Mstep: Class 20 contains 3105 members 
Mstep: Class 21 contains 3396 members 
Mstep: Class 22 contains 3604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096888.000000 Penalty: 49056.292969
Iteration 121Q: 23 clusters Score -1.020969e+08 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 59297 members 
Mstep: Class 4 contains 9829 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 119629 members 
Mstep: Class 7 contains 8883 members 
Mstep: Class 8 contains 8076 members 
Mstep: Class 9 contains 97324 members 
Mstep: Class 10 contains 149318 members 
Mstep: Class 11 contains 66110 members 
Mstep: Class 12 contains 147346 members 
Mstep: Class 13 contains 46819 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 38437 members 
Mstep: Class 16 contains 20318 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 95335 members 
Mstep: Class 19 contains 10228 members 
Mstep: Class 20 contains 3103 members 
Mstep: Class 21 contains 3396 members 
Mstep: Class 22 contains 3618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096328.000000 Penalty: 49056.292969
Iteration 122Q: 23 clusters Score -1.020963e+08 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 58839 members 
Mstep: Class 4 contains 9864 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 119654 members 
Mstep: Class 7 contains 8885 members 
Mstep: Class 8 contains 8078 members 
Mstep: Class 9 contains 97858 members 
Mstep: Class 10 contains 148950 members 
Mstep: Class 11 contains 66028 members 
Mstep: Class 12 contains 147829 members 
Mstep: Class 13 contains 46828 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 38452 members 
Mstep: Class 16 contains 20270 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 95192 members 
Mstep: Class 19 contains 10224 members 
Mstep: Class 20 contains 3098 members 
Mstep: Class 21 contains 3396 members 
Mstep: Class 22 contains 3632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095984.000000 Penalty: 49056.292969
Iteration 123Q: 23 clusters Score -1.02096e+08 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 58400 members 
Mstep: Class 4 contains 9907 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 119687 members 
Mstep: Class 7 contains 8894 members 
Mstep: Class 8 contains 8076 members 
Mstep: Class 9 contains 98341 members 
Mstep: Class 10 contains 148564 members 
Mstep: Class 11 contains 65921 members 
Mstep: Class 12 contains 148297 members 
Mstep: Class 13 contains 46846 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 38472 members 
Mstep: Class 16 contains 20203 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 95076 members 
Mstep: Class 19 contains 10237 members 
Mstep: Class 20 contains 3100 members 
Mstep: Class 21 contains 3396 members 
Mstep: Class 22 contains 3650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095792.000000 Penalty: 49056.292969
Iteration 124Q: 23 clusters Score -1.020958e+08 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 3211 members 
Mstep: Class 3 contains 58018 members 
Mstep: Class 4 contains 9964 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 119712 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 8076 members 
Mstep: Class 9 contains 98804 members 
Mstep: Class 10 contains 148190 members 
Mstep: Class 11 contains 65817 members 
Mstep: Class 12 contains 148778 members 
Mstep: Class 13 contains 46848 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 38479 members 
Mstep: Class 16 contains 20132 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 18 contains 94942 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 3102 members 
Mstep: Class 21 contains 3397 members 
Mstep: Class 22 contains 3660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095432.000000 Penalty: 49056.292969
Iteration 125Q: 23 clusters Score -1.020954e+08 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 3211 members 
Mstep: Class 3 contains 57662 members 
Mstep: Class 4 contains 10014 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 119660 members 
Mstep: Class 7 contains 8898 members 
Mstep: Class 8 contains 8080 members 
Mstep: Class 9 contains 99298 members 
Mstep: Class 10 contains 147782 members 
Mstep: Class 11 contains 65727 members 
Mstep: Class 12 contains 149329 members 
Mstep: Class 13 contains 46836 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 38498 members 
Mstep: Class 16 contains 20077 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 94755 members 
Mstep: Class 19 contains 10260 members 
Mstep: Class 20 contains 3100 members 
Mstep: Class 21 contains 3397 members 
Mstep: Class 22 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095072.000000 Penalty: 49056.292969
Iteration 126Q: 23 clusters Score -1.020951e+08 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 57310 members 
Mstep: Class 4 contains 10053 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 119572 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 8067 members 
Mstep: Class 9 contains 99836 members 
Mstep: Class 10 contains 147447 members 
Mstep: Class 11 contains 65610 members 
Mstep: Class 12 contains 149810 members 
Mstep: Class 13 contains 46829 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 38543 members 
Mstep: Class 16 contains 20002 members 
Mstep: Class 17 contains 3779 members 
Mstep: Class 18 contains 94600 members 
Mstep: Class 19 contains 10275 members 
Mstep: Class 20 contains 3097 members 
Mstep: Class 21 contains 3395 members 
Mstep: Class 22 contains 3685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095200.000000 Penalty: 49056.292969
Iteration 127Q: 23 clusters Score -1.020952e+08 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 56994 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 119467 members 
Mstep: Class 7 contains 8907 members 
Mstep: Class 8 contains 8070 members 
Mstep: Class 9 contains 100352 members 
Mstep: Class 10 contains 147113 members 
Mstep: Class 11 contains 65523 members 
Mstep: Class 12 contains 150345 members 
Mstep: Class 13 contains 46821 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 38566 members 
Mstep: Class 16 contains 19915 members 
Mstep: Class 17 contains 3779 members 
Mstep: Class 18 contains 94423 members 
Mstep: Class 19 contains 10276 members 
Mstep: Class 20 contains 3100 members 
Mstep: Class 21 contains 3396 members 
Mstep: Class 22 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095200.000000 Penalty: 49056.292969
Iteration 128Q: 23 clusters Score -1.020952e+08 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 3218 members 
Mstep: Class 3 contains 56675 members 
Mstep: Class 4 contains 10113 members 
Mstep: Class 5 contains 601 members 
Mstep: Class 6 contains 119369 members 
Mstep: Class 7 contains 8908 members 
Mstep: Class 8 contains 8070 members 
Mstep: Class 9 contains 100876 members 
Mstep: Class 10 contains 146864 members 
Mstep: Class 11 contains 65434 members 
Mstep: Class 12 contains 150828 members 
Mstep: Class 13 contains 46797 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 38581 members 
Mstep: Class 16 contains 19822 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 94223 members 
Mstep: Class 19 contains 10282 members 
Mstep: Class 20 contains 3104 members 
Mstep: Class 21 contains 3397 members 
Mstep: Class 22 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094648.000000 Penalty: 49056.292969
Iteration 129Q: 23 clusters Score -1.020946e+08 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 3224 members 
Mstep: Class 3 contains 56361 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 119207 members 
Mstep: Class 7 contains 8904 members 
Mstep: Class 8 contains 8072 members 
Mstep: Class 9 contains 101414 members 
Mstep: Class 10 contains 146655 members 
Mstep: Class 11 contains 65372 members 
Mstep: Class 12 contains 151242 members 
Mstep: Class 13 contains 46778 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 38599 members 
Mstep: Class 16 contains 19748 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 94036 members 
Mstep: Class 19 contains 10282 members 
Mstep: Class 20 contains 3110 members 
Mstep: Class 21 contains 3398 members 
Mstep: Class 22 contains 3719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094784.000000 Penalty: 49056.292969
Iteration 130Q: 23 clusters Score -1.020948e+08 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 56081 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 609 members 
Mstep: Class 6 contains 119089 members 
Mstep: Class 7 contains 8907 members 
Mstep: Class 8 contains 8078 members 
Mstep: Class 9 contains 101883 members 
Mstep: Class 10 contains 146446 members 
Mstep: Class 11 contains 65294 members 
Mstep: Class 12 contains 151628 members 
Mstep: Class 13 contains 46744 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 38628 members 
Mstep: Class 16 contains 19671 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 93876 members 
Mstep: Class 19 contains 10289 members 
Mstep: Class 20 contains 3118 members 
Mstep: Class 21 contains 3399 members 
Mstep: Class 22 contains 3727 members 
Entering Unmasked Estep 
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Iteration 131Q: 23 clusters Score -1.020947e+08 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 55800 members 
Mstep: Class 4 contains 10216 members 
Mstep: Class 5 contains 606 members 
Mstep: Class 6 contains 118964 members 
Mstep: Class 7 contains 8905 members 
Mstep: Class 8 contains 8083 members 
Mstep: Class 9 contains 102385 members 
Mstep: Class 10 contains 146298 members 
Mstep: Class 11 contains 65215 members 
Mstep: Class 12 contains 151955 members 
Mstep: Class 13 contains 46723 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 38644 members 
Mstep: Class 16 contains 19599 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 93715 members 
Mstep: Class 19 contains 10303 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 3399 members 
Mstep: Class 22 contains 3735 members 
Entering Unmasked Estep 
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Iteration 132Q: 23 clusters Score -1.020943e+08 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 55563 members 
Mstep: Class 4 contains 10240 members 
Mstep: Class 5 contains 594 members 
Mstep: Class 6 contains 118840 members 
Mstep: Class 7 contains 8905 members 
Mstep: Class 8 contains 8105 members 
Mstep: Class 9 contains 102826 members 
Mstep: Class 10 contains 146172 members 
Mstep: Class 11 contains 65139 members 
Mstep: Class 12 contains 152268 members 
Mstep: Class 13 contains 46711 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 38665 members 
Mstep: Class 16 contains 19497 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 93567 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 3126 members 
Mstep: Class 21 contains 3397 members 
Mstep: Class 22 contains 3742 members 
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Iteration 133Q: 23 clusters Score -1.020941e+08 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 55345 members 
Mstep: Class 4 contains 10264 members 
Mstep: Class 5 contains 591 members 
Mstep: Class 6 contains 118696 members 
Mstep: Class 7 contains 8907 members 
Mstep: Class 8 contains 8118 members 
Mstep: Class 9 contains 103280 members 
Mstep: Class 10 contains 146090 members 
Mstep: Class 11 contains 65060 members 
Mstep: Class 12 contains 152542 members 
Mstep: Class 13 contains 46681 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 38693 members 
Mstep: Class 16 contains 19417 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 93391 members 
Mstep: Class 19 contains 10325 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 3397 members 
Mstep: Class 22 contains 3751 members 
Entering Unmasked Estep 
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Iteration 134Q: 23 clusters Score -1.02094e+08 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 55149 members 
Mstep: Class 4 contains 10266 members 
Mstep: Class 5 contains 588 members 
Mstep: Class 6 contains 118539 members 
Mstep: Class 7 contains 8907 members 
Mstep: Class 8 contains 8129 members 
Mstep: Class 9 contains 103729 members 
Mstep: Class 10 contains 146053 members 
Mstep: Class 11 contains 64972 members 
Mstep: Class 12 contains 152836 members 
Mstep: Class 13 contains 46660 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 38717 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 3776 members 
Mstep: Class 18 contains 93192 members 
Mstep: Class 19 contains 10333 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 3396 members 
Mstep: Class 22 contains 3761 members 
Entering Unmasked Estep 
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Iteration 135Q: 23 clusters Score -1.020939e+08 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 3210 members 
Mstep: Class 3 contains 54984 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 6 contains 118341 members 
Mstep: Class 7 contains 8903 members 
Mstep: Class 8 contains 8137 members 
Mstep: Class 9 contains 104205 members 
Mstep: Class 10 contains 146069 members 
Mstep: Class 11 contains 64876 members 
Mstep: Class 12 contains 153039 members 
Mstep: Class 13 contains 46646 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 38742 members 
Mstep: Class 16 contains 19250 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 93009 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 3134 members 
Mstep: Class 21 contains 3394 members 
Mstep: Class 22 contains 3763 members 
Entering Unmasked Estep 
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Iteration 136Q: 23 clusters Score -1.020937e+08 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 54836 members 
Mstep: Class 4 contains 10288 members 
Mstep: Class 5 contains 583 members 
Mstep: Class 6 contains 118164 members 
Mstep: Class 7 contains 8908 members 
Mstep: Class 8 contains 8155 members 
Mstep: Class 9 contains 104612 members 
Mstep: Class 10 contains 146109 members 
Mstep: Class 11 contains 64805 members 
Mstep: Class 12 contains 153202 members 
Mstep: Class 13 contains 46628 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 38772 members 
Mstep: Class 16 contains 19191 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 18 contains 92817 members 
Mstep: Class 19 contains 10333 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 3393 members 
Mstep: Class 22 contains 3770 members 
Entering Unmasked Estep 
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Iteration 137Q: 23 clusters Score -1.020938e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 54698 members 
Mstep: Class 4 contains 10288 members 
Mstep: Class 5 contains 583 members 
Mstep: Class 6 contains 117962 members 
Mstep: Class 7 contains 8916 members 
Mstep: Class 8 contains 8175 members 
Mstep: Class 9 contains 105033 members 
Mstep: Class 10 contains 146186 members 
Mstep: Class 11 contains 64728 members 
Mstep: Class 12 contains 153300 members 
Mstep: Class 13 contains 46628 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 38799 members 
Mstep: Class 16 contains 19133 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 18 contains 92618 members 
Mstep: Class 19 contains 10345 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 3392 members 
Mstep: Class 22 contains 3783 members 
Entering Unmasked Estep 
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Iteration 138Q: 23 clusters Score -1.020934e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 54571 members 
Mstep: Class 4 contains 10286 members 
Mstep: Class 5 contains 583 members 
Mstep: Class 6 contains 117710 members 
Mstep: Class 7 contains 8920 members 
Mstep: Class 8 contains 8184 members 
Mstep: Class 9 contains 105475 members 
Mstep: Class 10 contains 146315 members 
Mstep: Class 11 contains 64667 members 
Mstep: Class 12 contains 153345 members 
Mstep: Class 13 contains 46638 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 38805 members 
Mstep: Class 16 contains 19092 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 18 contains 92429 members 
Mstep: Class 19 contains 10356 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 3394 members 
Mstep: Class 22 contains 3801 members 
Entering Unmasked Estep 
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Iteration 139Q: 23 clusters Score -1.020933e+08 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 54477 members 
Mstep: Class 4 contains 10278 members 
Mstep: Class 5 contains 585 members 
Mstep: Class 6 contains 117447 members 
Mstep: Class 7 contains 8922 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 105870 members 
Mstep: Class 10 contains 146414 members 
Mstep: Class 11 contains 64638 members 
Mstep: Class 12 contains 153391 members 
Mstep: Class 13 contains 46654 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 38812 members 
Mstep: Class 16 contains 19057 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 92244 members 
Mstep: Class 19 contains 10375 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 3394 members 
Mstep: Class 22 contains 3814 members 
Entering Unmasked Estep 
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Iteration 140F: 23 clusters Score -1.020936e+08 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 54369 members 
Mstep: Class 4 contains 10266 members 
Mstep: Class 5 contains 613 members 
Mstep: Class 6 contains 117208 members 
Mstep: Class 7 contains 8922 members 
Mstep: Class 8 contains 8217 members 
Mstep: Class 9 contains 106236 members 
Mstep: Class 10 contains 146546 members 
Mstep: Class 11 contains 64626 members 
Mstep: Class 12 contains 153383 members 
Mstep: Class 13 contains 46661 members 
Mstep: Class 14 contains 964 members 
Mstep: Class 15 contains 38809 members 
Mstep: Class 16 contains 19029 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 92074 members 
Mstep: Class 19 contains 10387 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 3394 members 
Mstep: Class 22 contains 3828 members 
Entering Unmasked Estep 
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Iteration 141Q: 23 clusters Score -1.020933e+08 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 54278 members 
Mstep: Class 4 contains 10267 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 117012 members 
Mstep: Class 7 contains 8916 members 
Mstep: Class 8 contains 8235 members 
Mstep: Class 9 contains 106559 members 
Mstep: Class 10 contains 146687 members 
Mstep: Class 11 contains 64602 members 
Mstep: Class 12 contains 153352 members 
Mstep: Class 13 contains 46672 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38817 members 
Mstep: Class 16 contains 19018 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 91932 members 
Mstep: Class 19 contains 10396 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 3394 members 
Mstep: Class 22 contains 3836 members 
Entering Unmasked Estep 
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Iteration 142Q: 23 clusters Score -1.020935e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 54172 members 
Mstep: Class 4 contains 10288 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 116855 members 
Mstep: Class 7 contains 8916 members 
Mstep: Class 8 contains 8254 members 
Mstep: Class 9 contains 106856 members 
Mstep: Class 10 contains 146847 members 
Mstep: Class 11 contains 64577 members 
Mstep: Class 12 contains 153300 members 
Mstep: Class 13 contains 46673 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 38829 members 
Mstep: Class 16 contains 18998 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 18 contains 91776 members 
Mstep: Class 19 contains 10403 members 
Mstep: Class 20 contains 3121 members 
Mstep: Class 21 contains 3394 members 
Mstep: Class 22 contains 3850 members 
Entering Unmasked Estep 
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Iteration 143Q: 23 clusters Score -1.020939e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 3225 members 
Mstep: Class 3 contains 54071 members 
Mstep: Class 4 contains 10299 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 116665 members 
Mstep: Class 7 contains 8918 members 
Mstep: Class 8 contains 8264 members 
Mstep: Class 9 contains 107149 members 
Mstep: Class 10 contains 147047 members 
Mstep: Class 11 contains 64580 members 
Mstep: Class 12 contains 153245 members 
Mstep: Class 13 contains 46676 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 38826 members 
Mstep: Class 16 contains 18958 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 18 contains 91631 members 
Mstep: Class 19 contains 10423 members 
Mstep: Class 20 contains 3117 members 
Mstep: Class 21 contains 3394 members 
Mstep: Class 22 contains 3858 members 
Entering Unmasked Estep 
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Iteration 144Q: 23 clusters Score -1.020942e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 53983 members 
Mstep: Class 4 contains 10314 members 
Mstep: Class 5 contains 547 members 
Mstep: Class 6 contains 116499 members 
Mstep: Class 7 contains 8924 members 
Mstep: Class 8 contains 8279 members 
Mstep: Class 9 contains 107422 members 
Mstep: Class 10 contains 147239 members 
Mstep: Class 11 contains 64567 members 
Mstep: Class 12 contains 153151 members 
Mstep: Class 13 contains 46676 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 38818 members 
Mstep: Class 16 contains 18937 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 91530 members 
Mstep: Class 19 contains 10432 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 3394 members 
Mstep: Class 22 contains 3862 members 
Entering Unmasked Estep 
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Iteration 145Q: 23 clusters Score -1.020939e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3234 members 
Mstep: Class 3 contains 53886 members 
Mstep: Class 4 contains 10314 members 
Mstep: Class 5 contains 537 members 
Mstep: Class 6 contains 116349 members 
Mstep: Class 7 contains 8934 members 
Mstep: Class 8 contains 8304 members 
Mstep: Class 9 contains 107671 members 
Mstep: Class 10 contains 147416 members 
Mstep: Class 11 contains 64563 members 
Mstep: Class 12 contains 153084 members 
Mstep: Class 13 contains 46668 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 38812 members 
Mstep: Class 16 contains 18923 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 91425 members 
Mstep: Class 19 contains 10433 members 
Mstep: Class 20 contains 3117 members 
Mstep: Class 21 contains 3393 members 
Mstep: Class 22 contains 3868 members 
Entering Unmasked Estep 
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Iteration 146Q: 23 clusters Score -1.020938e+08 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 3234 members 
Mstep: Class 3 contains 53769 members 
Mstep: Class 4 contains 10326 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 116263 members 
Mstep: Class 7 contains 8939 members 
Mstep: Class 8 contains 8323 members 
Mstep: Class 9 contains 107895 members 
Mstep: Class 10 contains 147574 members 
Mstep: Class 11 contains 64545 members 
Mstep: Class 12 contains 153021 members 
Mstep: Class 13 contains 46658 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 38808 members 
Mstep: Class 16 contains 18909 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 91325 members 
Mstep: Class 19 contains 10434 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 3392 members 
Mstep: Class 22 contains 3876 members 
Entering Unmasked Estep 
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Iteration 147Q: 23 clusters Score -1.020935e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 53681 members 
Mstep: Class 4 contains 10326 members 
Mstep: Class 5 contains 532 members 
Mstep: Class 6 contains 116139 members 
Mstep: Class 7 contains 8953 members 
Mstep: Class 8 contains 8343 members 
Mstep: Class 9 contains 108106 members 
Mstep: Class 10 contains 147724 members 
Mstep: Class 11 contains 64542 members 
Mstep: Class 12 contains 152966 members 
Mstep: Class 13 contains 46657 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 38811 members 
Mstep: Class 16 contains 18891 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 91220 members 
Mstep: Class 19 contains 10429 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 3390 members 
Mstep: Class 22 contains 3886 members 
Entering Unmasked Estep 
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Iteration 148Q: 23 clusters Score -1.020937e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 3234 members 
Mstep: Class 3 contains 53609 members 
Mstep: Class 4 contains 10321 members 
Mstep: Class 5 contains 531 members 
Mstep: Class 6 contains 116001 members 
Mstep: Class 7 contains 8955 members 
Mstep: Class 8 contains 8362 members 
Mstep: Class 9 contains 108298 members 
Mstep: Class 10 contains 147916 members 
Mstep: Class 11 contains 64548 members 
Mstep: Class 12 contains 152847 members 
Mstep: Class 13 contains 46664 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 38816 members 
Mstep: Class 16 contains 18880 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 91114 members 
Mstep: Class 19 contains 10432 members 
Mstep: Class 20 contains 3109 members 
Mstep: Class 21 contains 3390 members 
Mstep: Class 22 contains 3900 members 
Entering Unmasked Estep 
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Iteration 149Q: 23 clusters Score -1.020936e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 53526 members 
Mstep: Class 4 contains 10325 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 115886 members 
Mstep: Class 7 contains 8961 members 
Mstep: Class 8 contains 8382 members 
Mstep: Class 9 contains 108463 members 
Mstep: Class 10 contains 148079 members 
Mstep: Class 11 contains 64573 members 
Mstep: Class 12 contains 152754 members 
Mstep: Class 13 contains 46672 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 38813 members 
Mstep: Class 16 contains 18864 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 18 contains 91025 members 
Mstep: Class 19 contains 10438 members 
Mstep: Class 20 contains 3111 members 
Mstep: Class 21 contains 3389 members 
Mstep: Class 22 contains 3906 members 
Entering Unmasked Estep 
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Iteration 150Q: 23 clusters Score -1.020938e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 53473 members 
Mstep: Class 4 contains 10330 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 115780 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 8397 members 
Mstep: Class 9 contains 108596 members 
Mstep: Class 10 contains 148221 members 
Mstep: Class 11 contains 64594 members 
Mstep: Class 12 contains 152679 members 
Mstep: Class 13 contains 46681 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 38812 members 
Mstep: Class 16 contains 18848 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 90951 members 
Mstep: Class 19 contains 10439 members 
Mstep: Class 20 contains 3110 members 
Mstep: Class 21 contains 3389 members 
Mstep: Class 22 contains 3913 members 
Entering Unmasked Estep 
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Iteration 151Q: 23 clusters Score -1.020938e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 3212 members 
Mstep: Class 3 contains 53417 members 
Mstep: Class 4 contains 10327 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 115687 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 8411 members 
Mstep: Class 9 contains 108711 members 
Mstep: Class 10 contains 148343 members 
Mstep: Class 11 contains 64608 members 
Mstep: Class 12 contains 152600 members 
Mstep: Class 13 contains 46688 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 38810 members 
Mstep: Class 16 contains 18842 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 90899 members 
Mstep: Class 19 contains 10447 members 
Mstep: Class 20 contains 3111 members 
Mstep: Class 21 contains 3389 members 
Mstep: Class 22 contains 3920 members 
Entering Unmasked Estep 
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Iteration 152Q: 23 clusters Score -1.020937e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 53368 members 
Mstep: Class 4 contains 10328 members 
Mstep: Class 5 contains 529 members 
Mstep: Class 6 contains 115552 members 
Mstep: Class 7 contains 8977 members 
Mstep: Class 8 contains 8424 members 
Mstep: Class 9 contains 108854 members 
Mstep: Class 10 contains 148445 members 
Mstep: Class 11 contains 64648 members 
Mstep: Class 12 contains 152536 members 
Mstep: Class 13 contains 46696 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 38803 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 90852 members 
Mstep: Class 19 contains 10460 members 
Mstep: Class 20 contains 3111 members 
Mstep: Class 21 contains 3389 members 
Mstep: Class 22 contains 3922 members 
Entering Unmasked Estep 
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Iteration 153Q: 23 clusters Score -1.020937e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 53328 members 
Mstep: Class 4 contains 10332 members 
Mstep: Class 5 contains 529 members 
Mstep: Class 6 contains 115439 members 
Mstep: Class 7 contains 8987 members 
Mstep: Class 8 contains 8441 members 
Mstep: Class 9 contains 108965 members 
Mstep: Class 10 contains 148519 members 
Mstep: Class 11 contains 64675 members 
Mstep: Class 12 contains 152465 members 
Mstep: Class 13 contains 46712 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38803 members 
Mstep: Class 16 contains 18829 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 90819 members 
Mstep: Class 19 contains 10462 members 
Mstep: Class 20 contains 3112 members 
Mstep: Class 21 contains 3388 members 
Mstep: Class 22 contains 3925 members 
Entering Unmasked Estep 
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Iteration 154Q: 23 clusters Score -1.020937e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 3196 members 
Mstep: Class 3 contains 53293 members 
Mstep: Class 4 contains 10334 members 
Mstep: Class 5 contains 528 members 
Mstep: Class 6 contains 115315 members 
Mstep: Class 7 contains 8988 members 
Mstep: Class 8 contains 8450 members 
Mstep: Class 9 contains 109090 members 
Mstep: Class 10 contains 148608 members 
Mstep: Class 11 contains 64707 members 
Mstep: Class 12 contains 152370 members 
Mstep: Class 13 contains 46732 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38803 members 
Mstep: Class 16 contains 18832 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 90797 members 
Mstep: Class 19 contains 10463 members 
Mstep: Class 20 contains 3112 members 
Mstep: Class 21 contains 3388 members 
Mstep: Class 22 contains 3925 members 
Entering Unmasked Estep 
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Iteration 155Q: 23 clusters Score -1.020939e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3193 members 
Mstep: Class 3 contains 53280 members 
Mstep: Class 4 contains 10334 members 
Mstep: Class 5 contains 527 members 
Mstep: Class 6 contains 115151 members 
Mstep: Class 7 contains 8991 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 109197 members 
Mstep: Class 10 contains 148667 members 
Mstep: Class 11 contains 64754 members 
Mstep: Class 12 contains 152307 members 
Mstep: Class 13 contains 46739 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38819 members 
Mstep: Class 16 contains 18822 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 90794 members 
Mstep: Class 19 contains 10465 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 3388 members 
Mstep: Class 22 contains 3927 members 
Entering Unmasked Estep 
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Iteration 156Q: 23 clusters Score -1.020941e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 3192 members 
Mstep: Class 3 contains 53247 members 
Mstep: Class 4 contains 10333 members 
Mstep: Class 5 contains 526 members 
Mstep: Class 6 contains 114986 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 8473 members 
Mstep: Class 9 contains 109293 members 
Mstep: Class 10 contains 148728 members 
Mstep: Class 11 contains 64837 members 
Mstep: Class 12 contains 152236 members 
Mstep: Class 13 contains 46737 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38830 members 
Mstep: Class 16 contains 18818 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 90791 members 
Mstep: Class 19 contains 10462 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 3388 members 
Mstep: Class 22 contains 3930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094128.000000 Penalty: 49056.292969
Iteration 157Q: 23 clusters Score -1.020941e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3193 members 
Mstep: Class 3 contains 53217 members 
Mstep: Class 4 contains 10330 members 
Mstep: Class 5 contains 526 members 
Mstep: Class 6 contains 114845 members 
Mstep: Class 7 contains 9015 members 
Mstep: Class 8 contains 8492 members 
Mstep: Class 9 contains 109346 members 
Mstep: Class 10 contains 148771 members 
Mstep: Class 11 contains 64930 members 
Mstep: Class 12 contains 152184 members 
Mstep: Class 13 contains 46732 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38840 members 
Mstep: Class 16 contains 18818 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 90781 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 3388 members 
Mstep: Class 22 contains 3935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093944.000000 Penalty: 49056.292969
Iteration 158Q: 23 clusters Score -1.020939e+08 nChanged 981
Entering ConstructFrom: 
Score: -102093944.000000 Penalty: 49056.292969
Entering ConstructFrom: 
Trying to split cluster 1 (15079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Entering Unmasked Estep 
Score: -1670814.000000 Penalty: 1563.421997
	Iteration 0F: 2 clusters Score -1670814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1660312.625000 Penalty: 3126.843994
	Iteration 0F: 3 clusters Score -1660313 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1664046.875000 Penalty: 3126.843994
	Iteration 1F: 3 clusters Score -1664047 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1664410.875000 Penalty: 3126.843994
	Iteration 2F: 3 clusters Score -1664411 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1664795.750000 Penalty: 3126.843994
	Iteration 3F: 3 clusters Score -1664796 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1665327.875000 Penalty: 3126.843994
	Iteration 4F: 3 clusters Score -1665328 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1666042.000000 Penalty: 3126.843994
	Iteration 5F: 3 clusters Score -1666042 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1666970.250000 Penalty: 3126.843994
	Iteration 6F: 3 clusters Score -1666970 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1668003.000000 Penalty: 3126.843994
	Iteration 7F: 3 clusters Score -1668003 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1668881.750000 Penalty: 3126.843994
	Iteration 8F: 3 clusters Score -1668882 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1669451.750000 Penalty: 3126.843994
	Iteration 9Q: 3 clusters Score -1669452 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1669713.500000 Penalty: 3126.843994
	Iteration 10Q: 3 clusters Score -1669714 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1669828.500000 Penalty: 3126.843994
	Iteration 11Q: 3 clusters Score -1669828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1669871.750000 Penalty: 3126.843994
	Iteration 12Q: 3 clusters Score -1669872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1669893.500000 Penalty: 3126.843994
	Iteration 13Q: 3 clusters Score -1669894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1669908.500000 Penalty: 3126.843994
	Iteration 14Q: 3 clusters Score -1669908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1669921.250000 Penalty: 3126.843994
	Iteration 15Q: 3 clusters Score -1669921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1669925.625000 Penalty: 3126.843994
	Iteration 16Q: 3 clusters Score -1669926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1669930.500000 Penalty: 3126.843994
	Iteration 17Q: 3 clusters Score -1669930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1669928.750000 Penalty: 3126.843994
	Iteration 18Q: 3 clusters Score -1669929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1669931.000000 Penalty: 3126.843994
	Iteration 19Q: 3 clusters Score -1669931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1669934.750000 Penalty: 3126.843994
	Iteration 20F: 3 clusters Score -1669935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1669936.000000 Penalty: 3126.843994
	Iteration 21Q: 3 clusters Score -1669936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1669938.375000 Penalty: 3126.843994
	Iteration 22Q: 3 clusters Score -1669938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1669938.750000 Penalty: 3126.843994
	Iteration 23Q: 3 clusters Score -1669939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1669938.750000 Penalty: 3126.843994
	Iteration 24F: 3 clusters Score -1669939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Entering Unmasked Estep 
Score: -362229.781250 Penalty: 1311.268188
	Iteration 0F: 2 clusters Score -362229.8 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 1560 members 
Entering Unmasked Estep 
Score: -359338.937500 Penalty: 2622.536377
	Iteration 0F: 3 clusters Score -359338.9 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -360019.937500 Penalty: 2622.536377
	Iteration 1F: 3 clusters Score -360019.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -360192.406250 Penalty: 2622.536377
	Iteration 2F: 3 clusters Score -360192.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -360309.406250 Penalty: 2622.536377
	Iteration 3F: 3 clusters Score -360309.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -360443.562500 Penalty: 2622.536377
	Iteration 4Q: 3 clusters Score -360443.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -360552.312500 Penalty: 2622.536377
	Iteration 5Q: 3 clusters Score -360552.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -360668.656250 Penalty: 2622.536377
	Iteration 6Q: 3 clusters Score -360668.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -360771.937500 Penalty: 2622.536377
	Iteration 7Q: 3 clusters Score -360771.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -360878.781250 Penalty: 2622.536377
	Iteration 8Q: 3 clusters Score -360878.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -360949.312500 Penalty: 2622.536377
	Iteration 9Q: 3 clusters Score -360949.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -361009.656250 Penalty: 2622.536377
	Iteration 10Q: 3 clusters Score -361009.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -361057.968750 Penalty: 2622.536377
	Iteration 11Q: 3 clusters Score -361058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -361088.750000 Penalty: 2622.536377
	Iteration 12Q: 3 clusters Score -361088.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -361108.750000 Penalty: 2622.536377
	Iteration 13Q: 3 clusters Score -361108.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -361123.937500 Penalty: 2622.536377
	Iteration 14Q: 3 clusters Score -361123.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -361138.125000 Penalty: 2622.536377
	Iteration 15Q: 3 clusters Score -361138.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -361152.468750 Penalty: 2622.536377
	Iteration 16Q: 3 clusters Score -361152.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -361164.093750 Penalty: 2622.536377
	Iteration 17Q: 3 clusters Score -361164.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -361170.593750 Penalty: 2622.536377
	Iteration 18Q: 3 clusters Score -361170.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -361176.812500 Penalty: 2622.536377
	Iteration 19Q: 3 clusters Score -361176.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -361182.250000 Penalty: 2622.536377
	Iteration 20F: 3 clusters Score -361182.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -361187.875000 Penalty: 2622.536377
	Iteration 21Q: 3 clusters Score -361187.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -361192.281250 Penalty: 2622.536377
	Iteration 22Q: 3 clusters Score -361192.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -361198.968750 Penalty: 2622.536377
	Iteration 23Q: 3 clusters Score -361199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -361206.031250 Penalty: 2622.536377
	Iteration 24Q: 3 clusters Score -361206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -361211.156250 Penalty: 2622.536377
	Iteration 25Q: 3 clusters Score -361211.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -361216.968750 Penalty: 2622.536377
	Iteration 26Q: 3 clusters Score -361217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -361227.875000 Penalty: 2622.536377
	Iteration 27Q: 3 clusters Score -361227.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -361238.812500 Penalty: 2622.536377
	Iteration 28Q: 3 clusters Score -361238.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -361253.468750 Penalty: 2622.536377
	Iteration 29Q: 3 clusters Score -361253.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -361270.812500 Penalty: 2622.536377
	Iteration 30Q: 3 clusters Score -361270.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -361294.656250 Penalty: 2622.536377
	Iteration 31Q: 3 clusters Score -361294.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -361316.500000 Penalty: 2622.536377
	Iteration 32Q: 3 clusters Score -361316.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -361333.625000 Penalty: 2622.536377
	Iteration 33Q: 3 clusters Score -361333.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -361344.531250 Penalty: 2622.536377
	Iteration 34Q: 3 clusters Score -361344.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -361352.718750 Penalty: 2622.536377
	Iteration 35Q: 3 clusters Score -361352.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -361362.000000 Penalty: 2622.536377
	Iteration 36Q: 3 clusters Score -361362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -361374.718750 Penalty: 2622.536377
	Iteration 37Q: 3 clusters Score -361374.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -361381.375000 Penalty: 2622.536377
	Iteration 38Q: 3 clusters Score -361381.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -361387.687500 Penalty: 2622.536377
	Iteration 39Q: 3 clusters Score -361387.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -361389.593750 Penalty: 2622.536377
	Iteration 40F: 3 clusters Score -361389.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -361392.562500 Penalty: 2622.536377
	Iteration 41Q: 3 clusters Score -361392.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -361395.687500 Penalty: 2622.536377
	Iteration 42Q: 3 clusters Score -361395.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -361400.000000 Penalty: 2622.536377
	Iteration 43Q: 3 clusters Score -361400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -361404.125000 Penalty: 2622.536377
	Iteration 44Q: 3 clusters Score -361404.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -361405.250000 Penalty: 2622.536377
	Iteration 45Q: 3 clusters Score -361405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -361407.156250 Penalty: 2622.536377
	Iteration 46Q: 3 clusters Score -361407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -361407.093750 Penalty: 2622.536377
	Iteration 47Q: 3 clusters Score -361407.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -361408.625000 Penalty: 2622.536377
	Iteration 48Q: 3 clusters Score -361408.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -361409.437500 Penalty: 2622.536377
	Iteration 49Q: 3 clusters Score -361409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -361411.437500 Penalty: 2622.536377
	Iteration 50Q: 3 clusters Score -361411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -361412.906250 Penalty: 2622.536377
	Iteration 51Q: 3 clusters Score -361412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -361414.156250 Penalty: 2622.536377
	Iteration 52Q: 3 clusters Score -361414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -361415.156250 Penalty: 2622.536377
	Iteration 53Q: 3 clusters Score -361415.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -361415.531250 Penalty: 2622.536377
	Iteration 54Q: 3 clusters Score -361415.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -361415.531250 Penalty: 2622.536377
	Iteration 55F: 3 clusters Score -361415.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Entering Unmasked Estep 
Score: -6172301.500000 Penalty: 1768.313110
	Iteration 0F: 2 clusters Score -6172302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -6136536.500000 Penalty: 3536.626221
	Iteration 0F: 3 clusters Score -6136536 nChanged 25151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -6150596.500000 Penalty: 3536.626221
	Iteration 1F: 3 clusters Score -6150596 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -6151089.500000 Penalty: 3536.626221
	Iteration 2Q: 3 clusters Score -6151090 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -6151664.000000 Penalty: 3536.626221
	Iteration 3Q: 3 clusters Score -6151664 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -6152491.000000 Penalty: 3536.626221
	Iteration 4Q: 3 clusters Score -6152491 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -6153807.000000 Penalty: 3536.626221
	Iteration 5F: 3 clusters Score -6153807 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -6155959.000000 Penalty: 3536.626221
	Iteration 6F: 3 clusters Score -6155959 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -6159629.500000 Penalty: 3536.626221
	Iteration 7F: 3 clusters Score -6159630 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -6164363.000000 Penalty: 3536.626221
	Iteration 8F: 3 clusters Score -6164363 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6168203.500000 Penalty: 3536.626221
	Iteration 9F: 3 clusters Score -6168204 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6170001.000000 Penalty: 3536.626221
	Iteration 10Q: 3 clusters Score -6170001 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6170509.000000 Penalty: 3536.626221
	Iteration 11Q: 3 clusters Score -6170509 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6170655.000000 Penalty: 3536.626221
	Iteration 12Q: 3 clusters Score -6170655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6170694.500000 Penalty: 3536.626221
	Iteration 13Q: 3 clusters Score -6170694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6170709.500000 Penalty: 3536.626221
	Iteration 14Q: 3 clusters Score -6170710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6170710.000000 Penalty: 3536.626221
	Iteration 15Q: 3 clusters Score -6170710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6170710.000000 Penalty: 3536.626221
	Iteration 16F: 3 clusters Score -6170710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Entering Unmasked Estep 
Score: -1194322.000000 Penalty: 1501.893311
	Iteration 0F: 2 clusters Score -1194322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1186961.875000 Penalty: 3003.786621
	Iteration 0F: 3 clusters Score -1186962 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1189450.250000 Penalty: 3003.786621
	Iteration 1F: 3 clusters Score -1189450 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1189760.250000 Penalty: 3003.786621
	Iteration 2F: 3 clusters Score -1189760 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1190016.750000 Penalty: 3003.786621
	Iteration 3F: 3 clusters Score -1190017 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1190260.750000 Penalty: 3003.786621
	Iteration 4Q: 3 clusters Score -1190261 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1190512.500000 Penalty: 3003.786621
	Iteration 5Q: 3 clusters Score -1190512 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1190754.750000 Penalty: 3003.786621
	Iteration 6Q: 3 clusters Score -1190755 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1191022.750000 Penalty: 3003.786621
	Iteration 7Q: 3 clusters Score -1191023 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1191313.750000 Penalty: 3003.786621
	Iteration 8Q: 3 clusters Score -1191314 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1191572.625000 Penalty: 3003.786621
	Iteration 9Q: 3 clusters Score -1191573 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1191742.875000 Penalty: 3003.786621
	Iteration 10Q: 3 clusters Score -1191743 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1191837.875000 Penalty: 3003.786621
	Iteration 11Q: 3 clusters Score -1191838 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1191896.250000 Penalty: 3003.786621
	Iteration 12Q: 3 clusters Score -1191896 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1191932.625000 Penalty: 3003.786621
	Iteration 13Q: 3 clusters Score -1191933 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1191960.625000 Penalty: 3003.786621
	Iteration 14Q: 3 clusters Score -1191961 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1191980.875000 Penalty: 3003.786621
	Iteration 15Q: 3 clusters Score -1191981 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1192001.500000 Penalty: 3003.786621
	Iteration 16Q: 3 clusters Score -1192002 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1192021.625000 Penalty: 3003.786621
	Iteration 17Q: 3 clusters Score -1192022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1192039.125000 Penalty: 3003.786621
	Iteration 18Q: 3 clusters Score -1192039 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1192057.375000 Penalty: 3003.786621
	Iteration 19Q: 3 clusters Score -1192057 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1192067.000000 Penalty: 3003.786621
	Iteration 20F: 3 clusters Score -1192067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1192078.750000 Penalty: 3003.786621
	Iteration 21Q: 3 clusters Score -1192079 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1192097.125000 Penalty: 3003.786621
	Iteration 22Q: 3 clusters Score -1192097 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1192110.125000 Penalty: 3003.786621
	Iteration 23Q: 3 clusters Score -1192110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1192121.375000 Penalty: 3003.786621
	Iteration 24Q: 3 clusters Score -1192121 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1192137.250000 Penalty: 3003.786621
	Iteration 25Q: 3 clusters Score -1192137 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1192148.750000 Penalty: 3003.786621
	Iteration 26Q: 3 clusters Score -1192149 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1192161.875000 Penalty: 3003.786621
	Iteration 27Q: 3 clusters Score -1192162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1192177.000000 Penalty: 3003.786621
	Iteration 28Q: 3 clusters Score -1192177 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1192188.750000 Penalty: 3003.786621
	Iteration 29Q: 3 clusters Score -1192189 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1192199.750000 Penalty: 3003.786621
	Iteration 30Q: 3 clusters Score -1192200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1192213.125000 Penalty: 3003.786621
	Iteration 31Q: 3 clusters Score -1192213 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1192222.750000 Penalty: 3003.786621
	Iteration 32Q: 3 clusters Score -1192223 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1192230.875000 Penalty: 3003.786621
	Iteration 33Q: 3 clusters Score -1192231 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1192241.625000 Penalty: 3003.786621
	Iteration 34Q: 3 clusters Score -1192242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1192259.375000 Penalty: 3003.786621
	Iteration 35Q: 3 clusters Score -1192259 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1192278.125000 Penalty: 3003.786621
	Iteration 36Q: 3 clusters Score -1192278 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1192289.875000 Penalty: 3003.786621
	Iteration 37Q: 3 clusters Score -1192290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1192299.375000 Penalty: 3003.786621
	Iteration 38Q: 3 clusters Score -1192299 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1192312.625000 Penalty: 3003.786621
	Iteration 39Q: 3 clusters Score -1192313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1192326.250000 Penalty: 3003.786621
	Iteration 40F: 3 clusters Score -1192326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1192336.125000 Penalty: 3003.786621
	Iteration 41Q: 3 clusters Score -1192336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1192353.000000 Penalty: 3003.786621
	Iteration 42Q: 3 clusters Score -1192353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1192362.375000 Penalty: 3003.786621
	Iteration 43Q: 3 clusters Score -1192362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1192380.625000 Penalty: 3003.786621
	Iteration 44Q: 3 clusters Score -1192381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1192393.250000 Penalty: 3003.786621
	Iteration 45Q: 3 clusters Score -1192393 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1192404.000000 Penalty: 3003.786621
	Iteration 46Q: 3 clusters Score -1192404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1192413.500000 Penalty: 3003.786621
	Iteration 47Q: 3 clusters Score -1192414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1192417.500000 Penalty: 3003.786621
	Iteration 48Q: 3 clusters Score -1192418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1192423.875000 Penalty: 3003.786621
	Iteration 49Q: 3 clusters Score -1192424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1192431.375000 Penalty: 3003.786621
	Iteration 50Q: 3 clusters Score -1192431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1192437.375000 Penalty: 3003.786621
	Iteration 51Q: 3 clusters Score -1192437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1192442.625000 Penalty: 3003.786621
	Iteration 52Q: 3 clusters Score -1192443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1192448.125000 Penalty: 3003.786621
	Iteration 53Q: 3 clusters Score -1192448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1192458.625000 Penalty: 3003.786621
	Iteration 54Q: 3 clusters Score -1192459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1192467.875000 Penalty: 3003.786621
	Iteration 55Q: 3 clusters Score -1192468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1192475.625000 Penalty: 3003.786621
	Iteration 56Q: 3 clusters Score -1192476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1192487.750000 Penalty: 3003.786621
	Iteration 57Q: 3 clusters Score -1192488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1192501.000000 Penalty: 3003.786621
	Iteration 58Q: 3 clusters Score -1192501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1192516.250000 Penalty: 3003.786621
	Iteration 59Q: 3 clusters Score -1192516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1192537.125000 Penalty: 3003.786621
	Iteration 60F: 3 clusters Score -1192537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1192552.375000 Penalty: 3003.786621
	Iteration 61Q: 3 clusters Score -1192552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1192569.375000 Penalty: 3003.786621
	Iteration 62Q: 3 clusters Score -1192569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1192582.375000 Penalty: 3003.786621
	Iteration 63Q: 3 clusters Score -1192582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1192591.625000 Penalty: 3003.786621
	Iteration 64Q: 3 clusters Score -1192592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1192605.625000 Penalty: 3003.786621
	Iteration 65Q: 3 clusters Score -1192606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1192611.875000 Penalty: 3003.786621
	Iteration 66Q: 3 clusters Score -1192612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1192621.250000 Penalty: 3003.786621
	Iteration 67Q: 3 clusters Score -1192621 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1192633.625000 Penalty: 3003.786621
	Iteration 68Q: 3 clusters Score -1192634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1192646.750000 Penalty: 3003.786621
	Iteration 69Q: 3 clusters Score -1192647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1192666.750000 Penalty: 3003.786621
	Iteration 70Q: 3 clusters Score -1192667 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1192689.750000 Penalty: 3003.786621
	Iteration 71Q: 3 clusters Score -1192690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1192708.625000 Penalty: 3003.786621
	Iteration 72Q: 3 clusters Score -1192709 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1192735.375000 Penalty: 3003.786621
	Iteration 73Q: 3 clusters Score -1192735 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1192755.875000 Penalty: 3003.786621
	Iteration 74Q: 3 clusters Score -1192756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1192779.750000 Penalty: 3003.786621
	Iteration 75Q: 3 clusters Score -1192780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1192805.125000 Penalty: 3003.786621
	Iteration 76Q: 3 clusters Score -1192805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1192826.500000 Penalty: 3003.786621
	Iteration 77Q: 3 clusters Score -1192826 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1192850.750000 Penalty: 3003.786621
	Iteration 78Q: 3 clusters Score -1192851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1192873.375000 Penalty: 3003.786621
	Iteration 79Q: 3 clusters Score -1192873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1192886.250000 Penalty: 3003.786621
	Iteration 80F: 3 clusters Score -1192886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1192900.750000 Penalty: 3003.786621
	Iteration 81Q: 3 clusters Score -1192901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1192922.000000 Penalty: 3003.786621
	Iteration 82Q: 3 clusters Score -1192922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1192935.625000 Penalty: 3003.786621
	Iteration 83Q: 3 clusters Score -1192936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1192945.000000 Penalty: 3003.786621
	Iteration 84Q: 3 clusters Score -1192945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1192951.500000 Penalty: 3003.786621
	Iteration 85Q: 3 clusters Score -1192952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1192953.375000 Penalty: 3003.786621
	Iteration 86Q: 3 clusters Score -1192953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1192958.125000 Penalty: 3003.786621
	Iteration 87Q: 3 clusters Score -1192958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1192959.625000 Penalty: 3003.786621
	Iteration 88Q: 3 clusters Score -1192960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1192961.375000 Penalty: 3003.786621
	Iteration 89Q: 3 clusters Score -1192961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1192962.125000 Penalty: 3003.786621
	Iteration 90Q: 3 clusters Score -1192962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1192961.375000 Penalty: 3003.786621
	Iteration 91Q: 3 clusters Score -1192961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1192963.500000 Penalty: 3003.786621
	Iteration 92Q: 3 clusters Score -1192964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1192967.500000 Penalty: 3003.786621
	Iteration 93Q: 3 clusters Score -1192968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1192966.500000 Penalty: 3003.786621
	Iteration 94Q: 3 clusters Score -1192966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1192967.750000 Penalty: 3003.786621
	Iteration 95Q: 3 clusters Score -1192968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1192969.125000 Penalty: 3003.786621
	Iteration 96Q: 3 clusters Score -1192969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1192971.000000 Penalty: 3003.786621
	Iteration 97Q: 3 clusters Score -1192971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1192972.500000 Penalty: 3003.786621
	Iteration 98Q: 3 clusters Score -1192972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1192974.625000 Penalty: 3003.786621
	Iteration 99Q: 3 clusters Score -1192975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1192979.500000 Penalty: 3003.786621
	Iteration 100F: 3 clusters Score -1192980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1192980.250000 Penalty: 3003.786621
	Iteration 101Q: 3 clusters Score -1192980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1192982.250000 Penalty: 3003.786621
	Iteration 102Q: 3 clusters Score -1192982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1192983.375000 Penalty: 3003.786621
	Iteration 103Q: 3 clusters Score -1192983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1192986.875000 Penalty: 3003.786621
	Iteration 104Q: 3 clusters Score -1192987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1192988.250000 Penalty: 3003.786621
	Iteration 105Q: 3 clusters Score -1192988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1192990.500000 Penalty: 3003.786621
	Iteration 106Q: 3 clusters Score -1192990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1192992.000000 Penalty: 3003.786621
	Iteration 107Q: 3 clusters Score -1192992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1192994.125000 Penalty: 3003.786621
	Iteration 108Q: 3 clusters Score -1192994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1192996.125000 Penalty: 3003.786621
	Iteration 109Q: 3 clusters Score -1192996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1192999.625000 Penalty: 3003.786621
	Iteration 110Q: 3 clusters Score -1193000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1193001.500000 Penalty: 3003.786621
	Iteration 111Q: 3 clusters Score -1193002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1193005.875000 Penalty: 3003.786621
	Iteration 112Q: 3 clusters Score -1193006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1193007.625000 Penalty: 3003.786621
	Iteration 113Q: 3 clusters Score -1193008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1193010.750000 Penalty: 3003.786621
	Iteration 114Q: 3 clusters Score -1193011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1193011.250000 Penalty: 3003.786621
	Iteration 115Q: 3 clusters Score -1193011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1193015.250000 Penalty: 3003.786621
	Iteration 116Q: 3 clusters Score -1193015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1193019.500000 Penalty: 3003.786621
	Iteration 117Q: 3 clusters Score -1193020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1193020.125000 Penalty: 3003.786621
	Iteration 118Q: 3 clusters Score -1193020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1193022.625000 Penalty: 3003.786621
	Iteration 119Q: 3 clusters Score -1193023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1193022.875000 Penalty: 3003.786621
	Iteration 120F: 3 clusters Score -1193023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1193024.125000 Penalty: 3003.786621
	Iteration 121Q: 3 clusters Score -1193024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1193026.250000 Penalty: 3003.786621
	Iteration 122Q: 3 clusters Score -1193026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1193026.625000 Penalty: 3003.786621
	Iteration 123Q: 3 clusters Score -1193027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1193027.000000 Penalty: 3003.786621
	Iteration 124Q: 3 clusters Score -1193027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1193031.125000 Penalty: 3003.786621
	Iteration 125Q: 3 clusters Score -1193031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1193033.500000 Penalty: 3003.786621
	Iteration 126Q: 3 clusters Score -1193034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1193035.500000 Penalty: 3003.786621
	Iteration 127Q: 3 clusters Score -1193036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1193036.375000 Penalty: 3003.786621
	Iteration 128Q: 3 clusters Score -1193036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1193038.875000 Penalty: 3003.786621
	Iteration 129Q: 3 clusters Score -1193039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1193037.625000 Penalty: 3003.786621
	Iteration 130Q: 3 clusters Score -1193038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1193037.625000 Penalty: 3003.786621
	Iteration 131F: 3 clusters Score -1193038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -53828.894531 Penalty: 1018.111450
	Iteration 0F: 2 clusters Score -53828.89 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 280 members 
Entering Unmasked Estep 
Score: -52731.183594 Penalty: 2036.222900
	Iteration 0F: 3 clusters Score -52731.18 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52918.867188 Penalty: 2036.222900
	Iteration 1F: 3 clusters Score -52918.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53010.097656 Penalty: 2036.222900
	Iteration 2F: 3 clusters Score -53010.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53064.789062 Penalty: 2036.222900
	Iteration 3Q: 3 clusters Score -53064.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53096.664062 Penalty: 2036.222900
	Iteration 4Q: 3 clusters Score -53096.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53142.824219 Penalty: 2036.222900
	Iteration 5Q: 3 clusters Score -53142.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53173.589844 Penalty: 2036.222900
	Iteration 6Q: 3 clusters Score -53173.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53201.781250 Penalty: 2036.222900
	Iteration 7Q: 3 clusters Score -53201.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53217.019531 Penalty: 2036.222900
	Iteration 8Q: 3 clusters Score -53217.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -53227.765625 Penalty: 2036.222900
	Iteration 9Q: 3 clusters Score -53227.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53234.679688 Penalty: 2036.222900
	Iteration 10Q: 3 clusters Score -53234.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53236.292969 Penalty: 2036.222900
	Iteration 11Q: 3 clusters Score -53236.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53236.292969 Penalty: 2036.222900
	Iteration 12F: 3 clusters Score -53236.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (114710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114710 members 
Entering Unmasked Estep 
Score: -13344734.000000 Penalty: 1893.151489
	Iteration 0F: 2 clusters Score -1.334473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57282 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -13272992.000000 Penalty: 3786.302979
	Iteration 0F: 3 clusters Score -1.327299e+07 nChanged 54925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -13304625.000000 Penalty: 3786.302979
	Iteration 1F: 3 clusters Score -1.330462e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -13305113.000000 Penalty: 3786.302979
	Iteration 2Q: 3 clusters Score -1.330511e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -13305704.000000 Penalty: 3786.302979
	Iteration 3Q: 3 clusters Score -1.33057e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 62081 members 
Entering Unmasked Estep 
Score: -13306422.000000 Penalty: 3786.302979
	Iteration 4Q: 3 clusters Score -1.330642e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -13307579.000000 Penalty: 3786.302979
	Iteration 5Q: 3 clusters Score -1.330758e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -13309529.000000 Penalty: 3786.302979
	Iteration 6Q: 3 clusters Score -1.330953e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 74534 members 
Entering Unmasked Estep 
Score: -13313031.000000 Penalty: 3786.302979
	Iteration 7F: 3 clusters Score -1.331303e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 81988 members 
Entering Unmasked Estep 
Score: -13318385.000000 Penalty: 3786.302979
	Iteration 8F: 3 clusters Score -1.331838e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 90338 members 
Entering Unmasked Estep 
Score: -13324912.000000 Penalty: 3786.302979
	Iteration 9F: 3 clusters Score -1.332491e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 97849 members 
Entering Unmasked Estep 
Score: -13330487.000000 Penalty: 3786.302979
	Iteration 10F: 3 clusters Score -1.333049e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 103210 members 
Entering Unmasked Estep 
Score: -13334326.000000 Penalty: 3786.302979
	Iteration 11Q: 3 clusters Score -1.333433e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 106791 members 
Entering Unmasked Estep 
Score: -13336941.000000 Penalty: 3786.302979
	Iteration 12Q: 3 clusters Score -1.333694e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 109213 members 
Entering Unmasked Estep 
Score: -13338716.000000 Penalty: 3786.302979
	Iteration 13Q: 3 clusters Score -1.333872e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 110985 members 
Entering Unmasked Estep 
Score: -13339984.000000 Penalty: 3786.302979
	Iteration 14Q: 3 clusters Score -1.333998e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 112184 members 
Entering Unmasked Estep 
Score: -13340926.000000 Penalty: 3786.302979
	Iteration 15Q: 3 clusters Score -1.334093e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 113004 members 
Entering Unmasked Estep 
Score: -13341588.000000 Penalty: 3786.302979
	Iteration 16Q: 3 clusters Score -1.334159e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 113552 members 
Entering Unmasked Estep 
Score: -13342031.000000 Penalty: 3786.302979
	Iteration 17Q: 3 clusters Score -1.334203e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
Score: -13342358.000000 Penalty: 3786.302979
	Iteration 18Q: 3 clusters Score -1.334236e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 114101 members 
Entering Unmasked Estep 
Score: -13342567.000000 Penalty: 3786.302979
	Iteration 19Q: 3 clusters Score -1.334257e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 114240 members 
Entering Unmasked Estep 
Score: -13342729.000000 Penalty: 3786.302979
	Iteration 20F: 3 clusters Score -1.334273e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 114318 members 
Entering Unmasked Estep 
Score: -13342808.000000 Penalty: 3786.302979
	Iteration 21Q: 3 clusters Score -1.334281e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 114366 members 
Entering Unmasked Estep 
Score: -13342852.000000 Penalty: 3786.302979
	Iteration 22Q: 3 clusters Score -1.334285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 114387 members 
Entering Unmasked Estep 
Score: -13342875.000000 Penalty: 3786.302979
	Iteration 23Q: 3 clusters Score -1.334288e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 114408 members 
Entering Unmasked Estep 
Score: -13342910.000000 Penalty: 3786.302979
	Iteration 24Q: 3 clusters Score -1.334291e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 114423 members 
Entering Unmasked Estep 
Score: -13342949.000000 Penalty: 3786.302979
	Iteration 25Q: 3 clusters Score -1.334295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 114428 members 
Entering Unmasked Estep 
Score: -13342963.000000 Penalty: 3786.302979
	Iteration 26Q: 3 clusters Score -1.334296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 114432 members 
Entering Unmasked Estep 
Score: -13342968.000000 Penalty: 3786.302979
	Iteration 27Q: 3 clusters Score -1.334297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 114433 members 
Entering Unmasked Estep 
Score: -13342966.000000 Penalty: 3786.302979
	Iteration 28Q: 3 clusters Score -1.334297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 114435 members 
Entering Unmasked Estep 
Score: -13342975.000000 Penalty: 3786.302979
	Iteration 29Q: 3 clusters Score -1.334298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 114435 members 
Entering Unmasked Estep 
Score: -13342975.000000 Penalty: 3786.302979
	Iteration 30F: 3 clusters Score -1.334298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Entering Unmasked Estep 
Score: -1040831.937500 Penalty: 1479.992065
	Iteration 0F: 2 clusters Score -1040832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1034281.187500 Penalty: 2959.984131
	Iteration 0F: 3 clusters Score -1034281 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1036320.625000 Penalty: 2959.984131
	Iteration 1F: 3 clusters Score -1036321 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1036598.125000 Penalty: 2959.984131
	Iteration 2F: 3 clusters Score -1036598 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1036910.375000 Penalty: 2959.984131
	Iteration 3F: 3 clusters Score -1036910 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1037314.062500 Penalty: 2959.984131
	Iteration 4F: 3 clusters Score -1037314 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1037835.437500 Penalty: 2959.984131
	Iteration 5F: 3 clusters Score -1037835 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1038395.937500 Penalty: 2959.984131
	Iteration 6F: 3 clusters Score -1038396 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1038930.562500 Penalty: 2959.984131
	Iteration 7F: 3 clusters Score -1038931 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1039434.000000 Penalty: 2959.984131
	Iteration 8F: 3 clusters Score -1039434 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1039885.250000 Penalty: 2959.984131
	Iteration 9Q: 3 clusters Score -1039885 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1040161.125000 Penalty: 2959.984131
	Iteration 10Q: 3 clusters Score -1040161 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1040252.250000 Penalty: 2959.984131
	Iteration 11Q: 3 clusters Score -1040252 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1040282.875000 Penalty: 2959.984131
	Iteration 12Q: 3 clusters Score -1040283 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1040305.500000 Penalty: 2959.984131
	Iteration 13Q: 3 clusters Score -1040306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1040313.500000 Penalty: 2959.984131
	Iteration 14Q: 3 clusters Score -1040314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1040318.125000 Penalty: 2959.984131
	Iteration 15Q: 3 clusters Score -1040318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1040320.750000 Penalty: 2959.984131
	Iteration 16Q: 3 clusters Score -1040321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1040321.937500 Penalty: 2959.984131
	Iteration 17Q: 3 clusters Score -1040322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1040324.812500 Penalty: 2959.984131
	Iteration 18Q: 3 clusters Score -1040325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1040327.062500 Penalty: 2959.984131
	Iteration 19Q: 3 clusters Score -1040327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1040329.562500 Penalty: 2959.984131
	Iteration 20F: 3 clusters Score -1040330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1040329.937500 Penalty: 2959.984131
	Iteration 21Q: 3 clusters Score -1040330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1040330.875000 Penalty: 2959.984131
	Iteration 22Q: 3 clusters Score -1040331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1040329.875000 Penalty: 2959.984131
	Iteration 23Q: 3 clusters Score -1040330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1040329.875000 Penalty: 2959.984131
	Iteration 24F: 3 clusters Score -1040330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Entering Unmasked Estep 
Score: -980780.812500 Penalty: 1470.442993
	Iteration 0F: 2 clusters Score -980780.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -974586.187500 Penalty: 2940.885986
	Iteration 0F: 3 clusters Score -974586.2 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -976484.812500 Penalty: 2940.885986
	Iteration 1F: 3 clusters Score -976484.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -976698.875000 Penalty: 2940.885986
	Iteration 2F: 3 clusters Score -976698.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -976856.687500 Penalty: 2940.885986
	Iteration 3Q: 3 clusters Score -976856.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -976989.687500 Penalty: 2940.885986
	Iteration 4Q: 3 clusters Score -976989.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -977109.562500 Penalty: 2940.885986
	Iteration 5Q: 3 clusters Score -977109.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -977235.937500 Penalty: 2940.885986
	Iteration 6Q: 3 clusters Score -977235.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -977385.062500 Penalty: 2940.885986
	Iteration 7Q: 3 clusters Score -977385.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -977595.812500 Penalty: 2940.885986
	Iteration 8Q: 3 clusters Score -977595.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -977855.562500 Penalty: 2940.885986
	Iteration 9Q: 3 clusters Score -977855.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -978133.812500 Penalty: 2940.885986
	Iteration 10Q: 3 clusters Score -978133.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -978454.250000 Penalty: 2940.885986
	Iteration 11Q: 3 clusters Score -978454.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -978758.937500 Penalty: 2940.885986
	Iteration 12Q: 3 clusters Score -978758.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -978988.625000 Penalty: 2940.885986
	Iteration 13Q: 3 clusters Score -978988.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -979169.687500 Penalty: 2940.885986
	Iteration 14Q: 3 clusters Score -979169.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -979272.187500 Penalty: 2940.885986
	Iteration 15Q: 3 clusters Score -979272.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -979333.437500 Penalty: 2940.885986
	Iteration 16Q: 3 clusters Score -979333.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -979378.937500 Penalty: 2940.885986
	Iteration 17Q: 3 clusters Score -979378.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -979408.625000 Penalty: 2940.885986
	Iteration 18Q: 3 clusters Score -979408.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -979435.625000 Penalty: 2940.885986
	Iteration 19Q: 3 clusters Score -979435.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -979447.812500 Penalty: 2940.885986
	Iteration 20F: 3 clusters Score -979447.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -979464.437500 Penalty: 2940.885986
	Iteration 21Q: 3 clusters Score -979464.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -979474.750000 Penalty: 2940.885986
	Iteration 22Q: 3 clusters Score -979474.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -979484.000000 Penalty: 2940.885986
	Iteration 23Q: 3 clusters Score -979484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -979488.062500 Penalty: 2940.885986
	Iteration 24Q: 3 clusters Score -979488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -979492.375000 Penalty: 2940.885986
	Iteration 25Q: 3 clusters Score -979492.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -979496.125000 Penalty: 2940.885986
	Iteration 26Q: 3 clusters Score -979496.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -979499.500000 Penalty: 2940.885986
	Iteration 27Q: 3 clusters Score -979499.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -979502.187500 Penalty: 2940.885986
	Iteration 28Q: 3 clusters Score -979502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -979503.937500 Penalty: 2940.885986
	Iteration 29Q: 3 clusters Score -979503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -979503.375000 Penalty: 2940.885986
	Iteration 30Q: 3 clusters Score -979503.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -979503.375000 Penalty: 2940.885986
	Iteration 31F: 3 clusters Score -979503.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (109362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109362 members 
Entering Unmasked Estep 
Score: -12721036.000000 Penalty: 1885.393066
	Iteration 0F: 2 clusters Score -1.272104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -12651706.000000 Penalty: 3770.786133
	Iteration 0F: 3 clusters Score -1.265171e+07 nChanged 52323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -12681845.000000 Penalty: 3770.786133
	Iteration 1F: 3 clusters Score -1.268184e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 58864 members 
Entering Unmasked Estep 
Score: -12682477.000000 Penalty: 3770.786133
	Iteration 2Q: 3 clusters Score -1.268248e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -12683419.000000 Penalty: 3770.786133
	Iteration 3Q: 3 clusters Score -1.268342e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 64828 members 
Entering Unmasked Estep 
Score: -12685009.000000 Penalty: 3770.786133
	Iteration 4Q: 3 clusters Score -1.268501e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
Score: -12687839.000000 Penalty: 3770.786133
	Iteration 5F: 3 clusters Score -1.268784e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -12693024.000000 Penalty: 3770.786133
	Iteration 6F: 3 clusters Score -1.269302e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 87118 members 
Entering Unmasked Estep 
Score: -12699913.000000 Penalty: 3770.786133
	Iteration 7F: 3 clusters Score -1.269991e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 96058 members 
Entering Unmasked Estep 
Score: -12707277.000000 Penalty: 3770.786133
	Iteration 8F: 3 clusters Score -1.270728e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 102653 members 
Entering Unmasked Estep 
Score: -12712987.000000 Penalty: 3770.786133
	Iteration 9F: 3 clusters Score -1.271299e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 106249 members 
Entering Unmasked Estep 
Score: -12716270.000000 Penalty: 3770.786133
	Iteration 10Q: 3 clusters Score -1.271627e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 107912 members 
Entering Unmasked Estep 
Score: -12717933.000000 Penalty: 3770.786133
	Iteration 11Q: 3 clusters Score -1.271793e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -12718625.000000 Penalty: 3770.786133
	Iteration 12Q: 3 clusters Score -1.271862e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 108848 members 
Entering Unmasked Estep 
Score: -12718943.000000 Penalty: 3770.786133
	Iteration 13Q: 3 clusters Score -1.271894e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 108958 members 
Entering Unmasked Estep 
Score: -12719045.000000 Penalty: 3770.786133
	Iteration 14Q: 3 clusters Score -1.271904e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 109009 members 
Entering Unmasked Estep 
Score: -12719111.000000 Penalty: 3770.786133
	Iteration 15Q: 3 clusters Score -1.271911e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 109037 members 
Entering Unmasked Estep 
Score: -12719148.000000 Penalty: 3770.786133
	Iteration 16Q: 3 clusters Score -1.271915e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 109061 members 
Entering Unmasked Estep 
Score: -12719188.000000 Penalty: 3770.786133
	Iteration 17Q: 3 clusters Score -1.271919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 109071 members 
Entering Unmasked Estep 
Score: -12719215.000000 Penalty: 3770.786133
	Iteration 18Q: 3 clusters Score -1.271922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 109080 members 
Entering Unmasked Estep 
Score: -12719237.000000 Penalty: 3770.786133
	Iteration 19Q: 3 clusters Score -1.271924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 109095 members 
Entering Unmasked Estep 
Score: -12719264.000000 Penalty: 3770.786133
	Iteration 20F: 3 clusters Score -1.271926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 109101 members 
Entering Unmasked Estep 
Score: -12719277.000000 Penalty: 3770.786133
	Iteration 21Q: 3 clusters Score -1.271928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 109104 members 
Entering Unmasked Estep 
Score: -12719279.000000 Penalty: 3770.786133
	Iteration 22Q: 3 clusters Score -1.271928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 109110 members 
Entering Unmasked Estep 
Score: -12719284.000000 Penalty: 3770.786133
	Iteration 23Q: 3 clusters Score -1.271928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 109111 members 
Entering Unmasked Estep 
Score: -12719295.000000 Penalty: 3770.786133
	Iteration 24Q: 3 clusters Score -1.27193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 109113 members 
Entering Unmasked Estep 
Score: -12719289.000000 Penalty: 3770.786133
	Iteration 25Q: 3 clusters Score -1.271929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 109115 members 
Entering Unmasked Estep 
Score: -12719299.000000 Penalty: 3770.786133
	Iteration 26Q: 3 clusters Score -1.27193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 109117 members 
Entering Unmasked Estep 
Score: -12719301.000000 Penalty: 3770.786133
	Iteration 27Q: 3 clusters Score -1.27193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 109118 members 
Entering Unmasked Estep 
Score: -12719304.000000 Penalty: 3770.786133
	Iteration 28Q: 3 clusters Score -1.27193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 109118 members 
Entering Unmasked Estep 
Score: -12719304.000000 Penalty: 3770.786133
	Iteration 29F: 3 clusters Score -1.27193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (148834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148834 members 
Entering Unmasked Estep 
Score: -16880344.000000 Penalty: 1935.470459
	Iteration 0F: 2 clusters Score -1.688034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74269 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -16782826.000000 Penalty: 3870.940918
	Iteration 0F: 3 clusters Score -1.678283e+07 nChanged 71460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75121 members 
Mstep: Class 2 contains 73713 members 
Entering Unmasked Estep 
Score: -16826210.000000 Penalty: 3870.940918
	Iteration 1F: 3 clusters Score -1.682621e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75077 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -16828222.000000 Penalty: 3870.940918
	Iteration 2Q: 3 clusters Score -1.682822e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -16831396.000000 Penalty: 3870.940918
	Iteration 3Q: 3 clusters Score -1.68314e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 73981 members 
Entering Unmasked Estep 
Score: -16835970.000000 Penalty: 3870.940918
	Iteration 4F: 3 clusters Score -1.683597e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 73878 members 
Entering Unmasked Estep 
Score: -16842332.000000 Penalty: 3870.940918
	Iteration 5F: 3 clusters Score -1.684233e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -16849766.000000 Penalty: 3870.940918
	Iteration 6F: 3 clusters Score -1.684977e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 72096 members 
Entering Unmasked Estep 
Score: -16857064.000000 Penalty: 3870.940918
	Iteration 7F: 3 clusters Score -1.685706e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -16861876.000000 Penalty: 3870.940918
	Iteration 8F: 3 clusters Score -1.686188e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -16863970.000000 Penalty: 3870.940918
	Iteration 9Q: 3 clusters Score -1.686397e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80356 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -16865042.000000 Penalty: 3870.940918
	Iteration 10Q: 3 clusters Score -1.686504e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 67063 members 
Entering Unmasked Estep 
Score: -16865822.000000 Penalty: 3870.940918
	Iteration 11Q: 3 clusters Score -1.686582e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83337 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -16866688.000000 Penalty: 3870.940918
	Iteration 12Q: 3 clusters Score -1.686669e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84947 members 
Mstep: Class 2 contains 63887 members 
Entering Unmasked Estep 
Score: -16867436.000000 Penalty: 3870.940918
	Iteration 13Q: 3 clusters Score -1.686744e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -16868006.000000 Penalty: 3870.940918
	Iteration 14Q: 3 clusters Score -1.686801e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -16868588.000000 Penalty: 3870.940918
	Iteration 15Q: 3 clusters Score -1.686859e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 58318 members 
Entering Unmasked Estep 
Score: -16869078.000000 Penalty: 3870.940918
	Iteration 16Q: 3 clusters Score -1.686908e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92790 members 
Mstep: Class 2 contains 56044 members 
Entering Unmasked Estep 
Score: -16869490.000000 Penalty: 3870.940918
	Iteration 17Q: 3 clusters Score -1.686949e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95165 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -16869876.000000 Penalty: 3870.940918
	Iteration 18Q: 3 clusters Score -1.686988e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97779 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -16870350.000000 Penalty: 3870.940918
	Iteration 19Q: 3 clusters Score -1.687035e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -16870768.000000 Penalty: 3870.940918
	Iteration 20F: 3 clusters Score -1.687077e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103246 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -16871118.000000 Penalty: 3870.940918
	Iteration 21Q: 3 clusters Score -1.687112e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106134 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -16871518.000000 Penalty: 3870.940918
	Iteration 22Q: 3 clusters Score -1.687152e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109019 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -16871900.000000 Penalty: 3870.940918
	Iteration 23Q: 3 clusters Score -1.68719e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111988 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -16872408.000000 Penalty: 3870.940918
	Iteration 24Q: 3 clusters Score -1.687241e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114967 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -16872928.000000 Penalty: 3870.940918
	Iteration 25Q: 3 clusters Score -1.687293e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117760 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -16873348.000000 Penalty: 3870.940918
	Iteration 26Q: 3 clusters Score -1.687335e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120476 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -16873732.000000 Penalty: 3870.940918
	Iteration 27Q: 3 clusters Score -1.687373e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122941 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -16874182.000000 Penalty: 3870.940918
	Iteration 28Q: 3 clusters Score -1.687418e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125239 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -16874626.000000 Penalty: 3870.940918
	Iteration 29Q: 3 clusters Score -1.687463e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127301 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -16874906.000000 Penalty: 3870.940918
	Iteration 30Q: 3 clusters Score -1.687491e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129175 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -16875138.000000 Penalty: 3870.940918
	Iteration 31Q: 3 clusters Score -1.687514e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130882 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -16875454.000000 Penalty: 3870.940918
	Iteration 32Q: 3 clusters Score -1.687545e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132362 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -16875780.000000 Penalty: 3870.940918
	Iteration 33Q: 3 clusters Score -1.687578e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133618 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -16875934.000000 Penalty: 3870.940918
	Iteration 34Q: 3 clusters Score -1.687593e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134714 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -16876198.000000 Penalty: 3870.940918
	Iteration 35Q: 3 clusters Score -1.68762e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135672 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -16876388.000000 Penalty: 3870.940918
	Iteration 36Q: 3 clusters Score -1.687639e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136452 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -16876502.000000 Penalty: 3870.940918
	Iteration 37Q: 3 clusters Score -1.68765e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137123 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -16876590.000000 Penalty: 3870.940918
	Iteration 38Q: 3 clusters Score -1.687659e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137715 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -16876628.000000 Penalty: 3870.940918
	Iteration 39Q: 3 clusters Score -1.687663e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138260 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -16876934.000000 Penalty: 3870.940918
	Iteration 40F: 3 clusters Score -1.687693e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139061 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -16877090.000000 Penalty: 3870.940918
	Iteration 41Q: 3 clusters Score -1.687709e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139744 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -16877250.000000 Penalty: 3870.940918
	Iteration 42Q: 3 clusters Score -1.687725e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140389 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -16877396.000000 Penalty: 3870.940918
	Iteration 43Q: 3 clusters Score -1.68774e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141010 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -16877496.000000 Penalty: 3870.940918
	Iteration 44Q: 3 clusters Score -1.68775e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141577 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -16877592.000000 Penalty: 3870.940918
	Iteration 45Q: 3 clusters Score -1.687759e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142092 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -16877646.000000 Penalty: 3870.940918
	Iteration 46Q: 3 clusters Score -1.687765e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142591 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -16877752.000000 Penalty: 3870.940918
	Iteration 47Q: 3 clusters Score -1.687775e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143085 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -16877756.000000 Penalty: 3870.940918
	Iteration 48Q: 3 clusters Score -1.687776e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143556 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -16877852.000000 Penalty: 3870.940918
	Iteration 49Q: 3 clusters Score -1.687785e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143984 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -16877944.000000 Penalty: 3870.940918
	Iteration 50Q: 3 clusters Score -1.687794e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144398 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -16878076.000000 Penalty: 3870.940918
	Iteration 51Q: 3 clusters Score -1.687808e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144766 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -16878144.000000 Penalty: 3870.940918
	Iteration 52Q: 3 clusters Score -1.687814e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145093 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -16878212.000000 Penalty: 3870.940918
	Iteration 53Q: 3 clusters Score -1.687821e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145389 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -16878250.000000 Penalty: 3870.940918
	Iteration 54Q: 3 clusters Score -1.687825e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145670 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -16878336.000000 Penalty: 3870.940918
	Iteration 55Q: 3 clusters Score -1.687834e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145911 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -16878366.000000 Penalty: 3870.940918
	Iteration 56Q: 3 clusters Score -1.687837e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146150 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -16878364.000000 Penalty: 3870.940918
	Iteration 57Q: 3 clusters Score -1.687836e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146370 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -16878410.000000 Penalty: 3870.940918
	Iteration 58Q: 3 clusters Score -1.687841e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146569 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -16878438.000000 Penalty: 3870.940918
	Iteration 59Q: 3 clusters Score -1.687844e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146743 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -16878476.000000 Penalty: 3870.940918
	Iteration 60F: 3 clusters Score -1.687848e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146892 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -16878506.000000 Penalty: 3870.940918
	Iteration 61Q: 3 clusters Score -1.687851e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147013 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -16878504.000000 Penalty: 3870.940918
	Iteration 62Q: 3 clusters Score -1.68785e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147114 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -16878474.000000 Penalty: 3870.940918
	Iteration 63Q: 3 clusters Score -1.687847e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147199 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -16878520.000000 Penalty: 3870.940918
	Iteration 64Q: 3 clusters Score -1.687852e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147291 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -16878536.000000 Penalty: 3870.940918
	Iteration 65Q: 3 clusters Score -1.687854e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147377 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -16878562.000000 Penalty: 3870.940918
	Iteration 66Q: 3 clusters Score -1.687856e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147455 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -16878590.000000 Penalty: 3870.940918
	Iteration 67Q: 3 clusters Score -1.687859e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147528 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -16878616.000000 Penalty: 3870.940918
	Iteration 68Q: 3 clusters Score -1.687862e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147588 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -16878628.000000 Penalty: 3870.940918
	Iteration 69Q: 3 clusters Score -1.687863e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147633 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -16878606.000000 Penalty: 3870.940918
	Iteration 70Q: 3 clusters Score -1.687861e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147670 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -16878618.000000 Penalty: 3870.940918
	Iteration 71Q: 3 clusters Score -1.687862e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147710 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -16878632.000000 Penalty: 3870.940918
	Iteration 72Q: 3 clusters Score -1.687863e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147738 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -16878628.000000 Penalty: 3870.940918
	Iteration 73Q: 3 clusters Score -1.687863e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147769 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -16878640.000000 Penalty: 3870.940918
	Iteration 74Q: 3 clusters Score -1.687864e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147804 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -16878628.000000 Penalty: 3870.940918
	Iteration 75Q: 3 clusters Score -1.687863e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147833 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -16878650.000000 Penalty: 3870.940918
	Iteration 76Q: 3 clusters Score -1.687865e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147873 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -16878652.000000 Penalty: 3870.940918
	Iteration 77Q: 3 clusters Score -1.687865e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147904 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -16878644.000000 Penalty: 3870.940918
	Iteration 78Q: 3 clusters Score -1.687864e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147938 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -16878668.000000 Penalty: 3870.940918
	Iteration 79Q: 3 clusters Score -1.687867e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147963 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -16878664.000000 Penalty: 3870.940918
	Iteration 80F: 3 clusters Score -1.687866e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147985 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -16878666.000000 Penalty: 3870.940918
	Iteration 81Q: 3 clusters Score -1.687867e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148011 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -16878664.000000 Penalty: 3870.940918
	Iteration 82Q: 3 clusters Score -1.687866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148031 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -16878672.000000 Penalty: 3870.940918
	Iteration 83Q: 3 clusters Score -1.687867e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148050 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -16878672.000000 Penalty: 3870.940918
	Iteration 84Q: 3 clusters Score -1.687867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148065 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -16878686.000000 Penalty: 3870.940918
	Iteration 85Q: 3 clusters Score -1.687869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148080 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -16878680.000000 Penalty: 3870.940918
	Iteration 86Q: 3 clusters Score -1.687868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148091 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -16878688.000000 Penalty: 3870.940918
	Iteration 87Q: 3 clusters Score -1.687869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148105 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -16878688.000000 Penalty: 3870.940918
	Iteration 88Q: 3 clusters Score -1.687869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148120 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -16878690.000000 Penalty: 3870.940918
	Iteration 89Q: 3 clusters Score -1.687869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148133 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16878686.000000 Penalty: 3870.940918
	Iteration 90Q: 3 clusters Score -1.687869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148142 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -16878680.000000 Penalty: 3870.940918
	Iteration 91Q: 3 clusters Score -1.687868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148151 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -16878688.000000 Penalty: 3870.940918
	Iteration 92Q: 3 clusters Score -1.687869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148159 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -16878680.000000 Penalty: 3870.940918
	Iteration 93Q: 3 clusters Score -1.687868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148164 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -16878684.000000 Penalty: 3870.940918
	Iteration 94Q: 3 clusters Score -1.687868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148172 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -16878680.000000 Penalty: 3870.940918
	Iteration 95Q: 3 clusters Score -1.687868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148180 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -16878682.000000 Penalty: 3870.940918
	Iteration 96Q: 3 clusters Score -1.687868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148186 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -16878684.000000 Penalty: 3870.940918
	Iteration 97Q: 3 clusters Score -1.687868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148191 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -16878680.000000 Penalty: 3870.940918
	Iteration 98Q: 3 clusters Score -1.687868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148197 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -16878692.000000 Penalty: 3870.940918
	Iteration 99Q: 3 clusters Score -1.687869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148202 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -16878678.000000 Penalty: 3870.940918
	Iteration 100F: 3 clusters Score -1.687868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148210 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -16878676.000000 Penalty: 3870.940918
	Iteration 101Q: 3 clusters Score -1.687868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148216 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -16878686.000000 Penalty: 3870.940918
	Iteration 102Q: 3 clusters Score -1.687869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148218 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16878684.000000 Penalty: 3870.940918
	Iteration 103Q: 3 clusters Score -1.687868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148218 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16878692.000000 Penalty: 3870.940918
	Iteration 104Q: 3 clusters Score -1.687869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148219 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -16878684.000000 Penalty: 3870.940918
	Iteration 105Q: 3 clusters Score -1.687868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148219 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -16878684.000000 Penalty: 3870.940918
	Iteration 106F: 3 clusters Score -1.687868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (65043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Entering Unmasked Estep 
Score: -7552072.500000 Penalty: 1800.955566
	Iteration 0F: 2 clusters Score -7552072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -7508508.500000 Penalty: 3601.911133
	Iteration 0F: 3 clusters Score -7508508 nChanged 30894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -7526613.000000 Penalty: 3601.911133
	Iteration 1F: 3 clusters Score -7526613 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -7527767.500000 Penalty: 3601.911133
	Iteration 2Q: 3 clusters Score -7527768 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -7529482.500000 Penalty: 3601.911133
	Iteration 3Q: 3 clusters Score -7529482 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -7531850.000000 Penalty: 3601.911133
	Iteration 4Q: 3 clusters Score -7531850 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -7534596.500000 Penalty: 3601.911133
	Iteration 5F: 3 clusters Score -7534596 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -7537608.500000 Penalty: 3601.911133
	Iteration 6F: 3 clusters Score -7537608 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -7541129.000000 Penalty: 3601.911133
	Iteration 7F: 3 clusters Score -7541129 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -7544321.000000 Penalty: 3601.911133
	Iteration 8F: 3 clusters Score -7544321 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -7546631.000000 Penalty: 3601.911133
	Iteration 9F: 3 clusters Score -7546631 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -7548015.000000 Penalty: 3601.911133
	Iteration 10Q: 3 clusters Score -7548015 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -7548910.000000 Penalty: 3601.911133
	Iteration 11Q: 3 clusters Score -7548910 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -7549591.000000 Penalty: 3601.911133
	Iteration 12Q: 3 clusters Score -7549591 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -7550106.000000 Penalty: 3601.911133
	Iteration 13Q: 3 clusters Score -7550106 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -7550417.000000 Penalty: 3601.911133
	Iteration 14Q: 3 clusters Score -7550417 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -7550571.500000 Penalty: 3601.911133
	Iteration 15Q: 3 clusters Score -7550572 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -7550650.500000 Penalty: 3601.911133
	Iteration 16Q: 3 clusters Score -7550650 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -7550679.500000 Penalty: 3601.911133
	Iteration 17Q: 3 clusters Score -7550680 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -7550694.500000 Penalty: 3601.911133
	Iteration 18Q: 3 clusters Score -7550694 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -7550702.000000 Penalty: 3601.911133
	Iteration 19Q: 3 clusters Score -7550702 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -7550695.500000 Penalty: 3601.911133
	Iteration 20F: 3 clusters Score -7550696 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -7550673.000000 Penalty: 3601.911133
	Iteration 21Q: 3 clusters Score -7550673 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -7550699.500000 Penalty: 3601.911133
	Iteration 22Q: 3 clusters Score -7550700 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -7550688.500000 Penalty: 3601.911133
	Iteration 23Q: 3 clusters Score -7550688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -7550677.000000 Penalty: 3601.911133
	Iteration 24Q: 3 clusters Score -7550677 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -7550691.500000 Penalty: 3601.911133
	Iteration 25Q: 3 clusters Score -7550692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -7550682.500000 Penalty: 3601.911133
	Iteration 26Q: 3 clusters Score -7550682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -7550693.500000 Penalty: 3601.911133
	Iteration 27Q: 3 clusters Score -7550694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -7550688.500000 Penalty: 3601.911133
	Iteration 28Q: 3 clusters Score -7550688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -7550693.500000 Penalty: 3601.911133
	Iteration 29Q: 3 clusters Score -7550694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -7550694.500000 Penalty: 3601.911133
	Iteration 30Q: 3 clusters Score -7550694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -7550699.500000 Penalty: 3601.911133
	Iteration 31Q: 3 clusters Score -7550700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -7550688.500000 Penalty: 3601.911133
	Iteration 32Q: 3 clusters Score -7550688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -7550687.000000 Penalty: 3601.911133
	Iteration 33Q: 3 clusters Score -7550687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -7550697.000000 Penalty: 3601.911133
	Iteration 34Q: 3 clusters Score -7550697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -7550690.000000 Penalty: 3601.911133
	Iteration 35Q: 3 clusters Score -7550690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -7550690.500000 Penalty: 3601.911133
	Iteration 36Q: 3 clusters Score -7550690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -7550698.000000 Penalty: 3601.911133
	Iteration 37Q: 3 clusters Score -7550698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -7550695.500000 Penalty: 3601.911133
	Iteration 38Q: 3 clusters Score -7550696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -7550704.000000 Penalty: 3601.911133
	Iteration 39Q: 3 clusters Score -7550704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -7550704.000000 Penalty: 3601.911133
	Iteration 40F: 3 clusters Score -7550704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -7550704.500000 Penalty: 3601.911133
	Iteration 41Q: 3 clusters Score -7550704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -7550702.500000 Penalty: 3601.911133
	Iteration 42Q: 3 clusters Score -7550702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -7550697.000000 Penalty: 3601.911133
	Iteration 43Q: 3 clusters Score -7550697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -7550696.000000 Penalty: 3601.911133
	Iteration 44Q: 3 clusters Score -7550696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -7550693.500000 Penalty: 3601.911133
	Iteration 45Q: 3 clusters Score -7550694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -7550683.000000 Penalty: 3601.911133
	Iteration 46Q: 3 clusters Score -7550683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -7550700.000000 Penalty: 3601.911133
	Iteration 47Q: 3 clusters Score -7550700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -7550702.000000 Penalty: 3601.911133
	Iteration 48Q: 3 clusters Score -7550702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -7550693.000000 Penalty: 3601.911133
	Iteration 49Q: 3 clusters Score -7550693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -7550695.000000 Penalty: 3601.911133
	Iteration 50Q: 3 clusters Score -7550695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -7550690.000000 Penalty: 3601.911133
	Iteration 51Q: 3 clusters Score -7550690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -7550679.500000 Penalty: 3601.911133
	Iteration 52Q: 3 clusters Score -7550680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -7550688.000000 Penalty: 3601.911133
	Iteration 53Q: 3 clusters Score -7550688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -7550694.000000 Penalty: 3601.911133
	Iteration 54Q: 3 clusters Score -7550694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -7550677.500000 Penalty: 3601.911133
	Iteration 55Q: 3 clusters Score -7550678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -7550678.000000 Penalty: 3601.911133
	Iteration 56Q: 3 clusters Score -7550678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -7550680.000000 Penalty: 3601.911133
	Iteration 57Q: 3 clusters Score -7550680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -7550671.000000 Penalty: 3601.911133
	Iteration 58Q: 3 clusters Score -7550671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -7550678.500000 Penalty: 3601.911133
	Iteration 59Q: 3 clusters Score -7550678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -7550679.000000 Penalty: 3601.911133
	Iteration 60F: 3 clusters Score -7550679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -7550671.000000 Penalty: 3601.911133
	Iteration 61Q: 3 clusters Score -7550671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -7550669.000000 Penalty: 3601.911133
	Iteration 62Q: 3 clusters Score -7550669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -7550666.000000 Penalty: 3601.911133
	Iteration 63Q: 3 clusters Score -7550666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -7550672.500000 Penalty: 3601.911133
	Iteration 64Q: 3 clusters Score -7550672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -7550670.000000 Penalty: 3601.911133
	Iteration 65Q: 3 clusters Score -7550670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -7550673.500000 Penalty: 3601.911133
	Iteration 66Q: 3 clusters Score -7550674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -7550670.000000 Penalty: 3601.911133
	Iteration 67Q: 3 clusters Score -7550670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -7550677.500000 Penalty: 3601.911133
	Iteration 68Q: 3 clusters Score -7550678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -7550678.500000 Penalty: 3601.911133
	Iteration 69Q: 3 clusters Score -7550678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -7550682.500000 Penalty: 3601.911133
	Iteration 70Q: 3 clusters Score -7550682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -7550683.000000 Penalty: 3601.911133
	Iteration 71Q: 3 clusters Score -7550683 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -7550670.000000 Penalty: 3601.911133
	Iteration 72Q: 3 clusters Score -7550670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -7550670.000000 Penalty: 3601.911133
	Iteration 73Q: 3 clusters Score -7550670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -7550669.500000 Penalty: 3601.911133
	Iteration 74Q: 3 clusters Score -7550670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -7550662.500000 Penalty: 3601.911133
	Iteration 75Q: 3 clusters Score -7550662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -7550665.500000 Penalty: 3601.911133
	Iteration 76Q: 3 clusters Score -7550666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -7550670.000000 Penalty: 3601.911133
	Iteration 77Q: 3 clusters Score -7550670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -7550666.000000 Penalty: 3601.911133
	Iteration 78Q: 3 clusters Score -7550666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -7550673.500000 Penalty: 3601.911133
	Iteration 79Q: 3 clusters Score -7550674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -7550675.000000 Penalty: 3601.911133
	Iteration 80F: 3 clusters Score -7550675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -7550685.000000 Penalty: 3601.911133
	Iteration 81Q: 3 clusters Score -7550685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -7550684.000000 Penalty: 3601.911133
	Iteration 82Q: 3 clusters Score -7550684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -7550689.000000 Penalty: 3601.911133
	Iteration 83Q: 3 clusters Score -7550689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -7550690.000000 Penalty: 3601.911133
	Iteration 84Q: 3 clusters Score -7550690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -7550704.000000 Penalty: 3601.911133
	Iteration 85Q: 3 clusters Score -7550704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -7550696.000000 Penalty: 3601.911133
	Iteration 86Q: 3 clusters Score -7550696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -7550696.500000 Penalty: 3601.911133
	Iteration 87Q: 3 clusters Score -7550696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -7550680.500000 Penalty: 3601.911133
	Iteration 88Q: 3 clusters Score -7550680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -7550688.500000 Penalty: 3601.911133
	Iteration 89Q: 3 clusters Score -7550688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -7550693.000000 Penalty: 3601.911133
	Iteration 90Q: 3 clusters Score -7550693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -7550695.000000 Penalty: 3601.911133
	Iteration 91Q: 3 clusters Score -7550695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -7550695.000000 Penalty: 3601.911133
	Iteration 92F: 3 clusters Score -7550695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (152105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152105 members 
Entering Unmasked Estep 
Score: -17187376.000000 Penalty: 1939.003052
	Iteration 0F: 2 clusters Score -1.718738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75941 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -17087344.000000 Penalty: 3878.006104
	Iteration 0F: 3 clusters Score -1.708734e+07 nChanged 73435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -17130652.000000 Penalty: 3878.006104
	Iteration 1F: 3 clusters Score -1.713065e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72284 members 
Mstep: Class 2 contains 79821 members 
Entering Unmasked Estep 
Score: -17132086.000000 Penalty: 3878.006104
	Iteration 2Q: 3 clusters Score -1.713209e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -17133982.000000 Penalty: 3878.006104
	Iteration 3Q: 3 clusters Score -1.713398e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 84279 members 
Entering Unmasked Estep 
Score: -17136798.000000 Penalty: 3878.006104
	Iteration 4Q: 3 clusters Score -1.71368e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -17140834.000000 Penalty: 3878.006104
	Iteration 5F: 3 clusters Score -1.714083e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 92783 members 
Entering Unmasked Estep 
Score: -17145952.000000 Penalty: 3878.006104
	Iteration 6F: 3 clusters Score -1.714595e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 98488 members 
Entering Unmasked Estep 
Score: -17152376.000000 Penalty: 3878.006104
	Iteration 7F: 3 clusters Score -1.715238e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 104626 members 
Entering Unmasked Estep 
Score: -17159660.000000 Penalty: 3878.006104
	Iteration 8F: 3 clusters Score -1.715966e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 110307 members 
Entering Unmasked Estep 
Score: -17167000.000000 Penalty: 3878.006104
	Iteration 9F: 3 clusters Score -1.7167e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 114813 members 
Entering Unmasked Estep 
Score: -17172850.000000 Penalty: 3878.006104
	Iteration 10Q: 3 clusters Score -1.717285e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 118304 members 
Entering Unmasked Estep 
Score: -17176408.000000 Penalty: 3878.006104
	Iteration 11Q: 3 clusters Score -1.717641e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 121290 members 
Entering Unmasked Estep 
Score: -17178598.000000 Penalty: 3878.006104
	Iteration 12Q: 3 clusters Score -1.71786e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 124026 members 
Entering Unmasked Estep 
Score: -17180302.000000 Penalty: 3878.006104
	Iteration 13Q: 3 clusters Score -1.71803e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 126600 members 
Entering Unmasked Estep 
Score: -17181786.000000 Penalty: 3878.006104
	Iteration 14Q: 3 clusters Score -1.718179e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 129015 members 
Entering Unmasked Estep 
Score: -17183078.000000 Penalty: 3878.006104
	Iteration 15Q: 3 clusters Score -1.718308e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 131230 members 
Entering Unmasked Estep 
Score: -17184312.000000 Penalty: 3878.006104
	Iteration 16Q: 3 clusters Score -1.718431e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 133299 members 
Entering Unmasked Estep 
Score: -17185490.000000 Penalty: 3878.006104
	Iteration 17Q: 3 clusters Score -1.718549e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 135119 members 
Entering Unmasked Estep 
Score: -17186344.000000 Penalty: 3878.006104
	Iteration 18Q: 3 clusters Score -1.718634e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 136748 members 
Entering Unmasked Estep 
Score: -17187026.000000 Penalty: 3878.006104
	Iteration 19Q: 3 clusters Score -1.718703e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 138173 members 
Entering Unmasked Estep 
Score: -17187580.000000 Penalty: 3878.006104
	Iteration 20F: 3 clusters Score -1.718758e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 139358 members 
Entering Unmasked Estep 
Score: -17187962.000000 Penalty: 3878.006104
	Iteration 21Q: 3 clusters Score -1.718796e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 140397 members 
Entering Unmasked Estep 
Score: -17188292.000000 Penalty: 3878.006104
	Iteration 22Q: 3 clusters Score -1.718829e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 141292 members 
Entering Unmasked Estep 
Score: -17188618.000000 Penalty: 3878.006104
	Iteration 23Q: 3 clusters Score -1.718862e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 142059 members 
Entering Unmasked Estep 
Score: -17188782.000000 Penalty: 3878.006104
	Iteration 24Q: 3 clusters Score -1.718878e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 142728 members 
Entering Unmasked Estep 
Score: -17188908.000000 Penalty: 3878.006104
	Iteration 25Q: 3 clusters Score -1.718891e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 143282 members 
Entering Unmasked Estep 
Score: -17188978.000000 Penalty: 3878.006104
	Iteration 26Q: 3 clusters Score -1.718898e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 143748 members 
Entering Unmasked Estep 
Score: -17189126.000000 Penalty: 3878.006104
	Iteration 27Q: 3 clusters Score -1.718913e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 144140 members 
Entering Unmasked Estep 
Score: -17189172.000000 Penalty: 3878.006104
	Iteration 28Q: 3 clusters Score -1.718917e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 144508 members 
Entering Unmasked Estep 
Score: -17189210.000000 Penalty: 3878.006104
	Iteration 29Q: 3 clusters Score -1.718921e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 144837 members 
Entering Unmasked Estep 
Score: -17189216.000000 Penalty: 3878.006104
	Iteration 30Q: 3 clusters Score -1.718922e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 145090 members 
Entering Unmasked Estep 
Score: -17189252.000000 Penalty: 3878.006104
	Iteration 31Q: 3 clusters Score -1.718925e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 145303 members 
Entering Unmasked Estep 
Score: -17189262.000000 Penalty: 3878.006104
	Iteration 32Q: 3 clusters Score -1.718926e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 145478 members 
Entering Unmasked Estep 
Score: -17189204.000000 Penalty: 3878.006104
	Iteration 33Q: 3 clusters Score -1.71892e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 145614 members 
Entering Unmasked Estep 
Score: -17189204.000000 Penalty: 3878.006104
	Iteration 34Q: 3 clusters Score -1.71892e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 145748 members 
Entering Unmasked Estep 
Score: -17189204.000000 Penalty: 3878.006104
	Iteration 35Q: 3 clusters Score -1.71892e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 145863 members 
Entering Unmasked Estep 
Score: -17189226.000000 Penalty: 3878.006104
	Iteration 36Q: 3 clusters Score -1.718923e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 145945 members 
Entering Unmasked Estep 
Score: -17189230.000000 Penalty: 3878.006104
	Iteration 37Q: 3 clusters Score -1.718923e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 146018 members 
Entering Unmasked Estep 
Score: -17189230.000000 Penalty: 3878.006104
	Iteration 38Q: 3 clusters Score -1.718923e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 146075 members 
Entering Unmasked Estep 
Score: -17189240.000000 Penalty: 3878.006104
	Iteration 39Q: 3 clusters Score -1.718924e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 146124 members 
Entering Unmasked Estep 
Score: -17189254.000000 Penalty: 3878.006104
	Iteration 40F: 3 clusters Score -1.718925e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 146161 members 
Entering Unmasked Estep 
Score: -17189252.000000 Penalty: 3878.006104
	Iteration 41Q: 3 clusters Score -1.718925e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 146201 members 
Entering Unmasked Estep 
Score: -17189258.000000 Penalty: 3878.006104
	Iteration 42Q: 3 clusters Score -1.718926e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 146231 members 
Entering Unmasked Estep 
Score: -17189266.000000 Penalty: 3878.006104
	Iteration 43Q: 3 clusters Score -1.718927e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 146263 members 
Entering Unmasked Estep 
Score: -17189260.000000 Penalty: 3878.006104
	Iteration 44Q: 3 clusters Score -1.718926e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 146300 members 
Entering Unmasked Estep 
Score: -17189264.000000 Penalty: 3878.006104
	Iteration 45Q: 3 clusters Score -1.718926e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 146335 members 
Entering Unmasked Estep 
Score: -17189278.000000 Penalty: 3878.006104
	Iteration 46Q: 3 clusters Score -1.718928e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 146362 members 
Entering Unmasked Estep 
Score: -17189268.000000 Penalty: 3878.006104
	Iteration 47Q: 3 clusters Score -1.718927e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 146381 members 
Entering Unmasked Estep 
Score: -17189296.000000 Penalty: 3878.006104
	Iteration 48Q: 3 clusters Score -1.71893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 146392 members 
Entering Unmasked Estep 
Score: -17189294.000000 Penalty: 3878.006104
	Iteration 49Q: 3 clusters Score -1.718929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 146402 members 
Entering Unmasked Estep 
Score: -17189296.000000 Penalty: 3878.006104
	Iteration 50Q: 3 clusters Score -1.71893e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 146414 members 
Entering Unmasked Estep 
Score: -17189296.000000 Penalty: 3878.006104
	Iteration 51Q: 3 clusters Score -1.71893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 146421 members 
Entering Unmasked Estep 
Score: -17189292.000000 Penalty: 3878.006104
	Iteration 52Q: 3 clusters Score -1.718929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 146426 members 
Entering Unmasked Estep 
Score: -17189286.000000 Penalty: 3878.006104
	Iteration 53Q: 3 clusters Score -1.718929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 146429 members 
Entering Unmasked Estep 
Score: -17189294.000000 Penalty: 3878.006104
	Iteration 54Q: 3 clusters Score -1.718929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 146434 members 
Entering Unmasked Estep 
Score: -17189286.000000 Penalty: 3878.006104
	Iteration 55Q: 3 clusters Score -1.718929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 146437 members 
Entering Unmasked Estep 
Score: -17189298.000000 Penalty: 3878.006104
	Iteration 56Q: 3 clusters Score -1.71893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 146439 members 
Entering Unmasked Estep 
Score: -17189300.000000 Penalty: 3878.006104
	Iteration 57Q: 3 clusters Score -1.71893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 146440 members 
Entering Unmasked Estep 
Score: -17189288.000000 Penalty: 3878.006104
	Iteration 58Q: 3 clusters Score -1.718929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 146440 members 
Entering Unmasked Estep 
Score: -17189288.000000 Penalty: 3878.006104
	Iteration 59F: 3 clusters Score -1.718929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 3195 members 
Mstep: Class 3 contains 53206 members 
Mstep: Class 4 contains 10326 members 
Mstep: Class 5 contains 526 members 
Mstep: Class 6 contains 114710 members 
Mstep: Class 7 contains 9024 members 
Mstep: Class 8 contains 8509 members 
Mstep: Class 9 contains 109362 members 
Mstep: Class 10 contains 148834 members 
Mstep: Class 11 contains 65043 members 
Mstep: Class 12 contains 5665 members 
Mstep: Class 13 contains 46731 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38855 members 
Mstep: Class 16 contains 18819 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 90772 members 
Mstep: Class 19 contains 10462 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 3387 members 
Mstep: Class 22 contains 3938 members 
Mstep: Class 23 contains 146440 members 
Entering Unmasked Estep 
Score: -102095528.000000 Penalty: 51286.125000
Splitting cluster 12 changes total score from -102093944.000000 to -102095528.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (46731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Entering Unmasked Estep 
Score: -5360793.000000 Penalty: 1747.226440
	Iteration 0F: 2 clusters Score -5360793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -5329503.000000 Penalty: 3494.452881
	Iteration 0F: 3 clusters Score -5329503 nChanged 21956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -5341773.000000 Penalty: 3494.452881
	Iteration 1F: 3 clusters Score -5341773 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -5342523.000000 Penalty: 3494.452881
	Iteration 2Q: 3 clusters Score -5342523 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -5343409.000000 Penalty: 3494.452881
	Iteration 3Q: 3 clusters Score -5343409 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -5344538.500000 Penalty: 3494.452881
	Iteration 4F: 3 clusters Score -5344538 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -5346125.000000 Penalty: 3494.452881
	Iteration 5F: 3 clusters Score -5346125 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -5348136.000000 Penalty: 3494.452881
	Iteration 6F: 3 clusters Score -5348136 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -5350590.500000 Penalty: 3494.452881
	Iteration 7F: 3 clusters Score -5350590 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -5353025.500000 Penalty: 3494.452881
	Iteration 8F: 3 clusters Score -5353026 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -5355064.500000 Penalty: 3494.452881
	Iteration 9Q: 3 clusters Score -5355064 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -5356401.500000 Penalty: 3494.452881
	Iteration 10Q: 3 clusters Score -5356402 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -5357205.000000 Penalty: 3494.452881
	Iteration 11Q: 3 clusters Score -5357205 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -5357707.500000 Penalty: 3494.452881
	Iteration 12Q: 3 clusters Score -5357708 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -5358057.000000 Penalty: 3494.452881
	Iteration 13Q: 3 clusters Score -5358057 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -5358331.500000 Penalty: 3494.452881
	Iteration 14Q: 3 clusters Score -5358332 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -5358517.500000 Penalty: 3494.452881
	Iteration 15Q: 3 clusters Score -5358518 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -5358657.000000 Penalty: 3494.452881
	Iteration 16Q: 3 clusters Score -5358657 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -5358772.000000 Penalty: 3494.452881
	Iteration 17Q: 3 clusters Score -5358772 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -5358869.500000 Penalty: 3494.452881
	Iteration 18Q: 3 clusters Score -5358870 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -5358954.000000 Penalty: 3494.452881
	Iteration 19Q: 3 clusters Score -5358954 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -5359018.500000 Penalty: 3494.452881
	Iteration 20F: 3 clusters Score -5359018 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -5359078.000000 Penalty: 3494.452881
	Iteration 21Q: 3 clusters Score -5359078 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -5359133.500000 Penalty: 3494.452881
	Iteration 22Q: 3 clusters Score -5359134 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -5359160.000000 Penalty: 3494.452881
	Iteration 23Q: 3 clusters Score -5359160 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -5359174.500000 Penalty: 3494.452881
	Iteration 24Q: 3 clusters Score -5359174 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -5359209.000000 Penalty: 3494.452881
	Iteration 25Q: 3 clusters Score -5359209 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -5359241.500000 Penalty: 3494.452881
	Iteration 26Q: 3 clusters Score -5359242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -5359242.000000 Penalty: 3494.452881
	Iteration 27Q: 3 clusters Score -5359242 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -5359261.000000 Penalty: 3494.452881
	Iteration 28Q: 3 clusters Score -5359261 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -5359284.000000 Penalty: 3494.452881
	Iteration 29Q: 3 clusters Score -5359284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -5359302.500000 Penalty: 3494.452881
	Iteration 30Q: 3 clusters Score -5359302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -5359316.000000 Penalty: 3494.452881
	Iteration 31Q: 3 clusters Score -5359316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -5359323.500000 Penalty: 3494.452881
	Iteration 32Q: 3 clusters Score -5359324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -5359336.000000 Penalty: 3494.452881
	Iteration 33Q: 3 clusters Score -5359336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -5359337.500000 Penalty: 3494.452881
	Iteration 34Q: 3 clusters Score -5359338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -5359339.000000 Penalty: 3494.452881
	Iteration 35Q: 3 clusters Score -5359339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -5359343.500000 Penalty: 3494.452881
	Iteration 36Q: 3 clusters Score -5359344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -5359354.000000 Penalty: 3494.452881
	Iteration 37Q: 3 clusters Score -5359354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -5359359.000000 Penalty: 3494.452881
	Iteration 38Q: 3 clusters Score -5359359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -5359365.500000 Penalty: 3494.452881
	Iteration 39Q: 3 clusters Score -5359366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -5359358.000000 Penalty: 3494.452881
	Iteration 40F: 3 clusters Score -5359358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -5359363.000000 Penalty: 3494.452881
	Iteration 41Q: 3 clusters Score -5359363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -5359354.500000 Penalty: 3494.452881
	Iteration 42Q: 3 clusters Score -5359354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -5359351.500000 Penalty: 3494.452881
	Iteration 43Q: 3 clusters Score -5359352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -5359361.500000 Penalty: 3494.452881
	Iteration 44Q: 3 clusters Score -5359362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -5359363.500000 Penalty: 3494.452881
	Iteration 45Q: 3 clusters Score -5359364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -5359372.500000 Penalty: 3494.452881
	Iteration 46Q: 3 clusters Score -5359372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -5359370.500000 Penalty: 3494.452881
	Iteration 47Q: 3 clusters Score -5359370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -5359362.500000 Penalty: 3494.452881
	Iteration 48Q: 3 clusters Score -5359362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -5359371.500000 Penalty: 3494.452881
	Iteration 49Q: 3 clusters Score -5359372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -5359368.500000 Penalty: 3494.452881
	Iteration 50Q: 3 clusters Score -5359368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -5359380.000000 Penalty: 3494.452881
	Iteration 51Q: 3 clusters Score -5359380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -5359399.500000 Penalty: 3494.452881
	Iteration 52Q: 3 clusters Score -5359400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -5359404.000000 Penalty: 3494.452881
	Iteration 53Q: 3 clusters Score -5359404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -5359404.000000 Penalty: 3494.452881
	Iteration 54Q: 3 clusters Score -5359404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -5359411.500000 Penalty: 3494.452881
	Iteration 55Q: 3 clusters Score -5359412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -5359417.000000 Penalty: 3494.452881
	Iteration 56Q: 3 clusters Score -5359417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -5359419.500000 Penalty: 3494.452881
	Iteration 57Q: 3 clusters Score -5359420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -5359421.000000 Penalty: 3494.452881
	Iteration 58Q: 3 clusters Score -5359421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -5359434.000000 Penalty: 3494.452881
	Iteration 59Q: 3 clusters Score -5359434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -5359449.500000 Penalty: 3494.452881
	Iteration 60F: 3 clusters Score -5359450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -5359460.500000 Penalty: 3494.452881
	Iteration 61Q: 3 clusters Score -5359460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -5359454.500000 Penalty: 3494.452881
	Iteration 62Q: 3 clusters Score -5359454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -5359456.000000 Penalty: 3494.452881
	Iteration 63Q: 3 clusters Score -5359456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -5359455.500000 Penalty: 3494.452881
	Iteration 64Q: 3 clusters Score -5359456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -5359459.000000 Penalty: 3494.452881
	Iteration 65Q: 3 clusters Score -5359459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -5359465.000000 Penalty: 3494.452881
	Iteration 66Q: 3 clusters Score -5359465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -5359481.500000 Penalty: 3494.452881
	Iteration 67Q: 3 clusters Score -5359482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -5359491.000000 Penalty: 3494.452881
	Iteration 68Q: 3 clusters Score -5359491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -5359495.000000 Penalty: 3494.452881
	Iteration 69Q: 3 clusters Score -5359495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -5359494.000000 Penalty: 3494.452881
	Iteration 70Q: 3 clusters Score -5359494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -5359495.500000 Penalty: 3494.452881
	Iteration 71Q: 3 clusters Score -5359496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -5359508.500000 Penalty: 3494.452881
	Iteration 72Q: 3 clusters Score -5359508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -5359516.000000 Penalty: 3494.452881
	Iteration 73Q: 3 clusters Score -5359516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -5359532.500000 Penalty: 3494.452881
	Iteration 74Q: 3 clusters Score -5359532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -5359542.000000 Penalty: 3494.452881
	Iteration 75Q: 3 clusters Score -5359542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -5359556.500000 Penalty: 3494.452881
	Iteration 76Q: 3 clusters Score -5359556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -5359563.000000 Penalty: 3494.452881
	Iteration 77Q: 3 clusters Score -5359563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -5359567.000000 Penalty: 3494.452881
	Iteration 78Q: 3 clusters Score -5359567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -5359579.000000 Penalty: 3494.452881
	Iteration 79Q: 3 clusters Score -5359579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -5359576.500000 Penalty: 3494.452881
	Iteration 80F: 3 clusters Score -5359576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -5359573.000000 Penalty: 3494.452881
	Iteration 81Q: 3 clusters Score -5359573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -5359587.500000 Penalty: 3494.452881
	Iteration 82Q: 3 clusters Score -5359588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -5359594.500000 Penalty: 3494.452881
	Iteration 83Q: 3 clusters Score -5359594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -5359596.000000 Penalty: 3494.452881
	Iteration 84Q: 3 clusters Score -5359596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -5359601.000000 Penalty: 3494.452881
	Iteration 85Q: 3 clusters Score -5359601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -5359600.500000 Penalty: 3494.452881
	Iteration 86Q: 3 clusters Score -5359600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -5359604.000000 Penalty: 3494.452881
	Iteration 87Q: 3 clusters Score -5359604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -5359605.000000 Penalty: 3494.452881
	Iteration 88Q: 3 clusters Score -5359605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -5359605.000000 Penalty: 3494.452881
	Iteration 89F: 3 clusters Score -5359605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -97428.039062 Penalty: 1115.876709
	Iteration 0F: 2 clusters Score -97428.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -96098.757812 Penalty: 2231.753418
	Iteration 0F: 3 clusters Score -96098.76 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -96505.515625 Penalty: 2231.753418
	Iteration 1F: 3 clusters Score -96505.52 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -96706.273438 Penalty: 2231.753418
	Iteration 2F: 3 clusters Score -96706.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -96818.343750 Penalty: 2231.753418
	Iteration 3F: 3 clusters Score -96818.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -96925.375000 Penalty: 2231.753418
	Iteration 4F: 3 clusters Score -96925.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -97021.632812 Penalty: 2231.753418
	Iteration 5Q: 3 clusters Score -97021.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -97084.710938 Penalty: 2231.753418
	Iteration 6Q: 3 clusters Score -97084.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -97112.226562 Penalty: 2231.753418
	Iteration 7Q: 3 clusters Score -97112.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -97129.593750 Penalty: 2231.753418
	Iteration 8Q: 3 clusters Score -97129.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -97137.429688 Penalty: 2231.753418
	Iteration 9Q: 3 clusters Score -97137.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -97144.851562 Penalty: 2231.753418
	Iteration 10Q: 3 clusters Score -97144.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -97147.359375 Penalty: 2231.753418
	Iteration 11Q: 3 clusters Score -97147.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -97148.796875 Penalty: 2231.753418
	Iteration 12Q: 3 clusters Score -97148.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -97148.796875 Penalty: 2231.753418
	Iteration 13F: 3 clusters Score -97148.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Entering Unmasked Estep 
Score: -4300211.000000 Penalty: 1717.233643
	Iteration 0F: 2 clusters Score -4300211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4274137.000000 Penalty: 3434.467285
	Iteration 0F: 3 clusters Score -4274137 nChanged 18081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4284368.000000 Penalty: 3434.467285
	Iteration 1F: 3 clusters Score -4284368 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -4284803.000000 Penalty: 3434.467285
	Iteration 2Q: 3 clusters Score -4284803 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -4285321.000000 Penalty: 3434.467285
	Iteration 3Q: 3 clusters Score -4285321 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4286041.500000 Penalty: 3434.467285
	Iteration 4Q: 3 clusters Score -4286042 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -4287046.500000 Penalty: 3434.467285
	Iteration 5F: 3 clusters Score -4287046 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -4288563.500000 Penalty: 3434.467285
	Iteration 6F: 3 clusters Score -4288564 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -4290351.000000 Penalty: 3434.467285
	Iteration 7F: 3 clusters Score -4290351 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -4292029.500000 Penalty: 3434.467285
	Iteration 8F: 3 clusters Score -4292030 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -4293336.500000 Penalty: 3434.467285
	Iteration 9F: 3 clusters Score -4293336 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -4294242.500000 Penalty: 3434.467285
	Iteration 10Q: 3 clusters Score -4294242 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4295061.500000 Penalty: 3434.467285
	Iteration 11Q: 3 clusters Score -4295062 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4295786.500000 Penalty: 3434.467285
	Iteration 12Q: 3 clusters Score -4295786 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4296514.500000 Penalty: 3434.467285
	Iteration 13Q: 3 clusters Score -4296514 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4297387.500000 Penalty: 3434.467285
	Iteration 14Q: 3 clusters Score -4297388 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4298163.000000 Penalty: 3434.467285
	Iteration 15Q: 3 clusters Score -4298163 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4298467.000000 Penalty: 3434.467285
	Iteration 16Q: 3 clusters Score -4298467 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4298554.000000 Penalty: 3434.467285
	Iteration 17Q: 3 clusters Score -4298554 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4298616.500000 Penalty: 3434.467285
	Iteration 18Q: 3 clusters Score -4298616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4298646.000000 Penalty: 3434.467285
	Iteration 19Q: 3 clusters Score -4298646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4298673.000000 Penalty: 3434.467285
	Iteration 20F: 3 clusters Score -4298673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4298687.000000 Penalty: 3434.467285
	Iteration 21Q: 3 clusters Score -4298687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4298695.000000 Penalty: 3434.467285
	Iteration 22Q: 3 clusters Score -4298695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4298708.500000 Penalty: 3434.467285
	Iteration 23Q: 3 clusters Score -4298708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4298715.000000 Penalty: 3434.467285
	Iteration 24Q: 3 clusters Score -4298715 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4298729.500000 Penalty: 3434.467285
	Iteration 25Q: 3 clusters Score -4298730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4298740.500000 Penalty: 3434.467285
	Iteration 26Q: 3 clusters Score -4298740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4298753.500000 Penalty: 3434.467285
	Iteration 27Q: 3 clusters Score -4298754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4298759.000000 Penalty: 3434.467285
	Iteration 28Q: 3 clusters Score -4298759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4298763.500000 Penalty: 3434.467285
	Iteration 29Q: 3 clusters Score -4298764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4298774.500000 Penalty: 3434.467285
	Iteration 30Q: 3 clusters Score -4298774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4298775.000000 Penalty: 3434.467285
	Iteration 31Q: 3 clusters Score -4298775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4298770.000000 Penalty: 3434.467285
	Iteration 32Q: 3 clusters Score -4298770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4298784.000000 Penalty: 3434.467285
	Iteration 33Q: 3 clusters Score -4298784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4298792.000000 Penalty: 3434.467285
	Iteration 34Q: 3 clusters Score -4298792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4298798.000000 Penalty: 3434.467285
	Iteration 35Q: 3 clusters Score -4298798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4298802.500000 Penalty: 3434.467285
	Iteration 36Q: 3 clusters Score -4298802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4298800.500000 Penalty: 3434.467285
	Iteration 37Q: 3 clusters Score -4298800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4298797.500000 Penalty: 3434.467285
	Iteration 38Q: 3 clusters Score -4298798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4298797.500000 Penalty: 3434.467285
	Iteration 39F: 3 clusters Score -4298798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Entering Unmasked Estep 
Score: -2171516.500000 Penalty: 1599.426147
	Iteration 0F: 2 clusters Score -2171516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2158640.500000 Penalty: 3198.852295
	Iteration 0F: 3 clusters Score -2158640 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2163208.750000 Penalty: 3198.852295
	Iteration 1F: 3 clusters Score -2163209 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2163550.250000 Penalty: 3198.852295
	Iteration 2F: 3 clusters Score -2163550 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2163870.750000 Penalty: 3198.852295
	Iteration 3Q: 3 clusters Score -2163871 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2164197.500000 Penalty: 3198.852295
	Iteration 4Q: 3 clusters Score -2164198 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2164520.750000 Penalty: 3198.852295
	Iteration 5Q: 3 clusters Score -2164521 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2164909.000000 Penalty: 3198.852295
	Iteration 6Q: 3 clusters Score -2164909 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2165390.000000 Penalty: 3198.852295
	Iteration 7Q: 3 clusters Score -2165390 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2165997.500000 Penalty: 3198.852295
	Iteration 8F: 3 clusters Score -2165998 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2166721.500000 Penalty: 3198.852295
	Iteration 9F: 3 clusters Score -2166722 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2167449.250000 Penalty: 3198.852295
	Iteration 10Q: 3 clusters Score -2167449 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2168016.000000 Penalty: 3198.852295
	Iteration 11Q: 3 clusters Score -2168016 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2168351.250000 Penalty: 3198.852295
	Iteration 12Q: 3 clusters Score -2168351 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2168588.750000 Penalty: 3198.852295
	Iteration 13Q: 3 clusters Score -2168589 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2168756.750000 Penalty: 3198.852295
	Iteration 14Q: 3 clusters Score -2168757 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2168884.000000 Penalty: 3198.852295
	Iteration 15Q: 3 clusters Score -2168884 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2168999.500000 Penalty: 3198.852295
	Iteration 16Q: 3 clusters Score -2169000 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2169107.000000 Penalty: 3198.852295
	Iteration 17Q: 3 clusters Score -2169107 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2169206.250000 Penalty: 3198.852295
	Iteration 18Q: 3 clusters Score -2169206 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2169293.000000 Penalty: 3198.852295
	Iteration 19Q: 3 clusters Score -2169293 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2169412.000000 Penalty: 3198.852295
	Iteration 20F: 3 clusters Score -2169412 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2169485.000000 Penalty: 3198.852295
	Iteration 21Q: 3 clusters Score -2169485 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2169571.250000 Penalty: 3198.852295
	Iteration 22Q: 3 clusters Score -2169571 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2169663.500000 Penalty: 3198.852295
	Iteration 23Q: 3 clusters Score -2169664 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2169736.250000 Penalty: 3198.852295
	Iteration 24Q: 3 clusters Score -2169736 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2169796.750000 Penalty: 3198.852295
	Iteration 25Q: 3 clusters Score -2169797 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2169846.000000 Penalty: 3198.852295
	Iteration 26Q: 3 clusters Score -2169846 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2169879.250000 Penalty: 3198.852295
	Iteration 27Q: 3 clusters Score -2169879 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2169927.750000 Penalty: 3198.852295
	Iteration 28Q: 3 clusters Score -2169928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2169959.750000 Penalty: 3198.852295
	Iteration 29Q: 3 clusters Score -2169960 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2169989.000000 Penalty: 3198.852295
	Iteration 30Q: 3 clusters Score -2169989 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2170013.500000 Penalty: 3198.852295
	Iteration 31Q: 3 clusters Score -2170014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2170038.250000 Penalty: 3198.852295
	Iteration 32Q: 3 clusters Score -2170038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2170060.250000 Penalty: 3198.852295
	Iteration 33Q: 3 clusters Score -2170060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2170072.000000 Penalty: 3198.852295
	Iteration 34Q: 3 clusters Score -2170072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2170076.500000 Penalty: 3198.852295
	Iteration 35Q: 3 clusters Score -2170076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2170093.000000 Penalty: 3198.852295
	Iteration 36Q: 3 clusters Score -2170093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2170105.000000 Penalty: 3198.852295
	Iteration 37Q: 3 clusters Score -2170105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2170109.250000 Penalty: 3198.852295
	Iteration 38Q: 3 clusters Score -2170109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2170114.250000 Penalty: 3198.852295
	Iteration 39Q: 3 clusters Score -2170114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2170116.750000 Penalty: 3198.852295
	Iteration 40F: 3 clusters Score -2170117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2170116.000000 Penalty: 3198.852295
	Iteration 41Q: 3 clusters Score -2170116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2170123.000000 Penalty: 3198.852295
	Iteration 42Q: 3 clusters Score -2170123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2170124.000000 Penalty: 3198.852295
	Iteration 43Q: 3 clusters Score -2170124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2170133.000000 Penalty: 3198.852295
	Iteration 44Q: 3 clusters Score -2170133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2170135.000000 Penalty: 3198.852295
	Iteration 45Q: 3 clusters Score -2170135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2170135.750000 Penalty: 3198.852295
	Iteration 46Q: 3 clusters Score -2170136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2170136.500000 Penalty: 3198.852295
	Iteration 47Q: 3 clusters Score -2170136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2170136.500000 Penalty: 3198.852295
	Iteration 48F: 3 clusters Score -2170136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Entering Unmasked Estep 
Score: -427510.593750 Penalty: 1338.461426
	Iteration 0F: 2 clusters Score -427510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -424324.062500 Penalty: 2676.922852
	Iteration 0F: 3 clusters Score -424324.1 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -425112.468750 Penalty: 2676.922852
	Iteration 1F: 3 clusters Score -425112.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -425269.750000 Penalty: 2676.922852
	Iteration 2F: 3 clusters Score -425269.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -425359.656250 Penalty: 2676.922852
	Iteration 3Q: 3 clusters Score -425359.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -425438.218750 Penalty: 2676.922852
	Iteration 4Q: 3 clusters Score -425438.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -425521.687500 Penalty: 2676.922852
	Iteration 5Q: 3 clusters Score -425521.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -425600.937500 Penalty: 2676.922852
	Iteration 6Q: 3 clusters Score -425600.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -425689.062500 Penalty: 2676.922852
	Iteration 7Q: 3 clusters Score -425689.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -425770.750000 Penalty: 2676.922852
	Iteration 8Q: 3 clusters Score -425770.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -425878.250000 Penalty: 2676.922852
	Iteration 9Q: 3 clusters Score -425878.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -426000.281250 Penalty: 2676.922852
	Iteration 10Q: 3 clusters Score -426000.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -426156.468750 Penalty: 2676.922852
	Iteration 11Q: 3 clusters Score -426156.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -426295.812500 Penalty: 2676.922852
	Iteration 12Q: 3 clusters Score -426295.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -426426.625000 Penalty: 2676.922852
	Iteration 13Q: 3 clusters Score -426426.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -426557.531250 Penalty: 2676.922852
	Iteration 14Q: 3 clusters Score -426557.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -426636.625000 Penalty: 2676.922852
	Iteration 15Q: 3 clusters Score -426636.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -426678.531250 Penalty: 2676.922852
	Iteration 16Q: 3 clusters Score -426678.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -426713.093750 Penalty: 2676.922852
	Iteration 17Q: 3 clusters Score -426713.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -426736.531250 Penalty: 2676.922852
	Iteration 18Q: 3 clusters Score -426736.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -426750.031250 Penalty: 2676.922852
	Iteration 19Q: 3 clusters Score -426750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -426762.968750 Penalty: 2676.922852
	Iteration 20F: 3 clusters Score -426763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -426767.968750 Penalty: 2676.922852
	Iteration 21Q: 3 clusters Score -426768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -426774.000000 Penalty: 2676.922852
	Iteration 22Q: 3 clusters Score -426774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -426779.093750 Penalty: 2676.922852
	Iteration 23Q: 3 clusters Score -426779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -426780.218750 Penalty: 2676.922852
	Iteration 24Q: 3 clusters Score -426780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -426781.718750 Penalty: 2676.922852
	Iteration 25Q: 3 clusters Score -426781.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -426782.062500 Penalty: 2676.922852
	Iteration 26Q: 3 clusters Score -426782.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -426782.062500 Penalty: 2676.922852
	Iteration 27F: 3 clusters Score -426782.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (90772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Entering Unmasked Estep 
Score: -10478746.000000 Penalty: 1855.117310
	Iteration 0F: 2 clusters Score -1.047875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -10418748.000000 Penalty: 3710.234619
	Iteration 0F: 3 clusters Score -1.041875e+07 nChanged 43357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -10443580.000000 Penalty: 3710.234619
	Iteration 1F: 3 clusters Score -1.044358e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -10444075.000000 Penalty: 3710.234619
	Iteration 2Q: 3 clusters Score -1.044408e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -10444860.000000 Penalty: 3710.234619
	Iteration 3Q: 3 clusters Score -1.044486e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -10445807.000000 Penalty: 3710.234619
	Iteration 4Q: 3 clusters Score -1.044581e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -10447618.000000 Penalty: 3710.234619
	Iteration 5Q: 3 clusters Score -1.044762e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -10450861.000000 Penalty: 3710.234619
	Iteration 6F: 3 clusters Score -1.045086e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -10456458.000000 Penalty: 3710.234619
	Iteration 7F: 3 clusters Score -1.045646e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -10464176.000000 Penalty: 3710.234619
	Iteration 8F: 3 clusters Score -1.046418e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83983 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -10470879.000000 Penalty: 3710.234619
	Iteration 9F: 3 clusters Score -1.047088e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88133 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -10474822.000000 Penalty: 3710.234619
	Iteration 10Q: 3 clusters Score -1.047482e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89793 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10476264.000000 Penalty: 3710.234619
	Iteration 11Q: 3 clusters Score -1.047626e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -10476780.000000 Penalty: 3710.234619
	Iteration 12Q: 3 clusters Score -1.047678e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90506 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10476968.000000 Penalty: 3710.234619
	Iteration 13Q: 3 clusters Score -1.047697e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90548 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10477017.000000 Penalty: 3710.234619
	Iteration 14Q: 3 clusters Score -1.047702e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90570 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10477044.000000 Penalty: 3710.234619
	Iteration 15Q: 3 clusters Score -1.047704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90580 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10477058.000000 Penalty: 3710.234619
	Iteration 16Q: 3 clusters Score -1.047706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90585 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10477065.000000 Penalty: 3710.234619
	Iteration 17Q: 3 clusters Score -1.047706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10477059.000000 Penalty: 3710.234619
	Iteration 18Q: 3 clusters Score -1.047706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90582 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10477068.000000 Penalty: 3710.234619
	Iteration 19Q: 3 clusters Score -1.047707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90582 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10477068.000000 Penalty: 3710.234619
	Iteration 20F: 3 clusters Score -1.047707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Entering Unmasked Estep 
Score: -1192538.750000 Penalty: 1504.019531
	Iteration 0F: 2 clusters Score -1192539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1185092.500000 Penalty: 3008.039062
	Iteration 0F: 3 clusters Score -1185092 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1187560.125000 Penalty: 3008.039062
	Iteration 1F: 3 clusters Score -1187560 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1187864.875000 Penalty: 3008.039062
	Iteration 2F: 3 clusters Score -1187865 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1188176.375000 Penalty: 3008.039062
	Iteration 3F: 3 clusters Score -1188176 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1188498.125000 Penalty: 3008.039062
	Iteration 4F: 3 clusters Score -1188498 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1188910.250000 Penalty: 3008.039062
	Iteration 5F: 3 clusters Score -1188910 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1189320.500000 Penalty: 3008.039062
	Iteration 6F: 3 clusters Score -1189320 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1189701.500000 Penalty: 3008.039062
	Iteration 7F: 3 clusters Score -1189702 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1190072.750000 Penalty: 3008.039062
	Iteration 8Q: 3 clusters Score -1190073 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1190393.500000 Penalty: 3008.039062
	Iteration 9Q: 3 clusters Score -1190394 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1190629.125000 Penalty: 3008.039062
	Iteration 10Q: 3 clusters Score -1190629 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1190768.500000 Penalty: 3008.039062
	Iteration 11Q: 3 clusters Score -1190768 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1190850.750000 Penalty: 3008.039062
	Iteration 12Q: 3 clusters Score -1190851 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1190905.250000 Penalty: 3008.039062
	Iteration 13Q: 3 clusters Score -1190905 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1190948.125000 Penalty: 3008.039062
	Iteration 14Q: 3 clusters Score -1190948 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1190991.625000 Penalty: 3008.039062
	Iteration 15Q: 3 clusters Score -1190992 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1191035.625000 Penalty: 3008.039062
	Iteration 16Q: 3 clusters Score -1191036 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1191062.250000 Penalty: 3008.039062
	Iteration 17Q: 3 clusters Score -1191062 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1191083.625000 Penalty: 3008.039062
	Iteration 18Q: 3 clusters Score -1191084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1191094.750000 Penalty: 3008.039062
	Iteration 19Q: 3 clusters Score -1191095 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1191110.125000 Penalty: 3008.039062
	Iteration 20F: 3 clusters Score -1191110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1191125.000000 Penalty: 3008.039062
	Iteration 21Q: 3 clusters Score -1191125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1191130.250000 Penalty: 3008.039062
	Iteration 22Q: 3 clusters Score -1191130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1191132.875000 Penalty: 3008.039062
	Iteration 23Q: 3 clusters Score -1191133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1191136.750000 Penalty: 3008.039062
	Iteration 24Q: 3 clusters Score -1191137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1191141.000000 Penalty: 3008.039062
	Iteration 25Q: 3 clusters Score -1191141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1191146.625000 Penalty: 3008.039062
	Iteration 26Q: 3 clusters Score -1191147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1191149.875000 Penalty: 3008.039062
	Iteration 27Q: 3 clusters Score -1191150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1191149.375000 Penalty: 3008.039062
	Iteration 28Q: 3 clusters Score -1191149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1191151.625000 Penalty: 3008.039062
	Iteration 29Q: 3 clusters Score -1191152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1191153.125000 Penalty: 3008.039062
	Iteration 30Q: 3 clusters Score -1191153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1191155.000000 Penalty: 3008.039062
	Iteration 31Q: 3 clusters Score -1191155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1191158.375000 Penalty: 3008.039062
	Iteration 32Q: 3 clusters Score -1191158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1191160.500000 Penalty: 3008.039062
	Iteration 33Q: 3 clusters Score -1191160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1191159.875000 Penalty: 3008.039062
	Iteration 34Q: 3 clusters Score -1191160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1191159.250000 Penalty: 3008.039062
	Iteration 35Q: 3 clusters Score -1191159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1191161.000000 Penalty: 3008.039062
	Iteration 36Q: 3 clusters Score -1191161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1191168.375000 Penalty: 3008.039062
	Iteration 37Q: 3 clusters Score -1191168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1191165.875000 Penalty: 3008.039062
	Iteration 38Q: 3 clusters Score -1191166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1191171.125000 Penalty: 3008.039062
	Iteration 39Q: 3 clusters Score -1191171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1191172.625000 Penalty: 3008.039062
	Iteration 40F: 3 clusters Score -1191173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1191177.375000 Penalty: 3008.039062
	Iteration 41Q: 3 clusters Score -1191177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1191177.000000 Penalty: 3008.039062
	Iteration 42Q: 3 clusters Score -1191177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1191177.750000 Penalty: 3008.039062
	Iteration 43Q: 3 clusters Score -1191178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1191176.250000 Penalty: 3008.039062
	Iteration 44Q: 3 clusters Score -1191176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1191176.125000 Penalty: 3008.039062
	Iteration 45Q: 3 clusters Score -1191176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1191176.000000 Penalty: 3008.039062
	Iteration 46Q: 3 clusters Score -1191176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1191175.375000 Penalty: 3008.039062
	Iteration 47Q: 3 clusters Score -1191175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1191174.000000 Penalty: 3008.039062
	Iteration 48Q: 3 clusters Score -1191174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1191174.000000 Penalty: 3008.039062
	Iteration 49F: 3 clusters Score -1191174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -335575.437500 Penalty: 1307.043213
	Iteration 0F: 2 clusters Score -335575.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -332771.312500 Penalty: 2614.086426
	Iteration 0F: 3 clusters Score -332771.3 nChanged 1240
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: -333568.187500 Penalty: 2614.086426
	Iteration 1F: 3 clusters Score -333568.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -333722.468750 Penalty: 2614.086426
	Iteration 2F: 3 clusters Score -333722.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -333818.375000 Penalty: 2614.086426
	Iteration 3F: 3 clusters Score -333818.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -333891.468750 Penalty: 2614.086426
	Iteration 4Q: 3 clusters Score -333891.5 nChanged 90
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: -333950.156250 Penalty: 2614.086426
	Iteration 5Q: 3 clusters Score -333950.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -333998.906250 Penalty: 2614.086426
	Iteration 6Q: 3 clusters Score -333998.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -334050.218750 Penalty: 2614.086426
	Iteration 7Q: 3 clusters Score -334050.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -334112.750000 Penalty: 2614.086426
	Iteration 8Q: 3 clusters Score -334112.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -334193.000000 Penalty: 2614.086426
	Iteration 9Q: 3 clusters Score -334193 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -334282.500000 Penalty: 2614.086426
	Iteration 10Q: 3 clusters Score -334282.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -334386.875000 Penalty: 2614.086426
	Iteration 11Q: 3 clusters Score -334386.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -334469.906250 Penalty: 2614.086426
	Iteration 12Q: 3 clusters Score -334469.9 nChanged 111
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: -334560.062500 Penalty: 2614.086426
	Iteration 13Q: 3 clusters Score -334560.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -334627.812500 Penalty: 2614.086426
	Iteration 14Q: 3 clusters Score -334627.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -334718.062500 Penalty: 2614.086426
	Iteration 15Q: 3 clusters Score -334718.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -334826.750000 Penalty: 2614.086426
	Iteration 16Q: 3 clusters Score -334826.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -334907.562500 Penalty: 2614.086426
	Iteration 17Q: 3 clusters Score -334907.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -334991.437500 Penalty: 2614.086426
	Iteration 18Q: 3 clusters Score -334991.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -335055.156250 Penalty: 2614.086426
	Iteration 19Q: 3 clusters Score -335055.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -335110.062500 Penalty: 2614.086426
	Iteration 20F: 3 clusters Score -335110.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -335163.906250 Penalty: 2614.086426
	Iteration 21Q: 3 clusters Score -335163.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -335203.593750 Penalty: 2614.086426
	Iteration 22Q: 3 clusters Score -335203.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -335226.750000 Penalty: 2614.086426
	Iteration 23Q: 3 clusters Score -335226.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -335251.625000 Penalty: 2614.086426
	Iteration 24Q: 3 clusters Score -335251.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -335272.906250 Penalty: 2614.086426
	Iteration 25Q: 3 clusters Score -335272.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -335289.156250 Penalty: 2614.086426
	Iteration 26Q: 3 clusters Score -335289.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -335304.531250 Penalty: 2614.086426
	Iteration 27Q: 3 clusters Score -335304.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -335321.343750 Penalty: 2614.086426
	Iteration 28Q: 3 clusters Score -335321.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -335330.593750 Penalty: 2614.086426
	Iteration 29Q: 3 clusters Score -335330.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -335339.875000 Penalty: 2614.086426
	Iteration 30Q: 3 clusters Score -335339.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -335348.250000 Penalty: 2614.086426
	Iteration 31Q: 3 clusters Score -335348.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -335357.312500 Penalty: 2614.086426
	Iteration 32Q: 3 clusters Score -335357.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -335363.000000 Penalty: 2614.086426
	Iteration 33Q: 3 clusters Score -335363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -335369.906250 Penalty: 2614.086426
	Iteration 34Q: 3 clusters Score -335369.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -335374.000000 Penalty: 2614.086426
	Iteration 35Q: 3 clusters Score -335374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -335375.750000 Penalty: 2614.086426
	Iteration 36Q: 3 clusters Score -335375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -335377.406250 Penalty: 2614.086426
	Iteration 37Q: 3 clusters Score -335377.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -335378.781250 Penalty: 2614.086426
	Iteration 38Q: 3 clusters Score -335378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -335378.968750 Penalty: 2614.086426
	Iteration 39Q: 3 clusters Score -335379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -335380.218750 Penalty: 2614.086426
	Iteration 40F: 3 clusters Score -335380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -335382.468750 Penalty: 2614.086426
	Iteration 41Q: 3 clusters Score -335382.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -335387.625000 Penalty: 2614.086426
	Iteration 42Q: 3 clusters Score -335387.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -335392.937500 Penalty: 2614.086426
	Iteration 43Q: 3 clusters Score -335392.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -335398.906250 Penalty: 2614.086426
	Iteration 44Q: 3 clusters Score -335398.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -335402.000000 Penalty: 2614.086426
	Iteration 45Q: 3 clusters Score -335402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -335403.156250 Penalty: 2614.086426
	Iteration 46Q: 3 clusters Score -335403.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -335404.406250 Penalty: 2614.086426
	Iteration 47Q: 3 clusters Score -335404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -335404.531250 Penalty: 2614.086426
	Iteration 48Q: 3 clusters Score -335404.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -335404.531250 Penalty: 2614.086426
	Iteration 49F: 3 clusters Score -335404.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Entering Unmasked Estep 
Score: -362392.843750 Penalty: 1320.751221
	Iteration 0F: 2 clusters Score -362392.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -359471.406250 Penalty: 2641.502441
	Iteration 0F: 3 clusters Score -359471.4 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -360342.937500 Penalty: 2641.502441
	Iteration 1F: 3 clusters Score -360342.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -360631.031250 Penalty: 2641.502441
	Iteration 2F: 3 clusters Score -360631 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -360944.375000 Penalty: 2641.502441
	Iteration 3F: 3 clusters Score -360944.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -361267.843750 Penalty: 2641.502441
	Iteration 4F: 3 clusters Score -361267.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -361551.718750 Penalty: 2641.502441
	Iteration 5F: 3 clusters Score -361551.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -361784.937500 Penalty: 2641.502441
	Iteration 6F: 3 clusters Score -361784.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -361985.406250 Penalty: 2641.502441
	Iteration 7F: 3 clusters Score -361985.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -362085.406250 Penalty: 2641.502441
	Iteration 8Q: 3 clusters Score -362085.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -362142.718750 Penalty: 2641.502441
	Iteration 9Q: 3 clusters Score -362142.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -362170.531250 Penalty: 2641.502441
	Iteration 10Q: 3 clusters Score -362170.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -362180.968750 Penalty: 2641.502441
	Iteration 11Q: 3 clusters Score -362181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -362187.031250 Penalty: 2641.502441
	Iteration 12Q: 3 clusters Score -362187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -362189.031250 Penalty: 2641.502441
	Iteration 13Q: 3 clusters Score -362189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -362194.406250 Penalty: 2641.502441
	Iteration 14Q: 3 clusters Score -362194.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -362197.187500 Penalty: 2641.502441
	Iteration 15Q: 3 clusters Score -362197.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -362198.031250 Penalty: 2641.502441
	Iteration 16Q: 3 clusters Score -362198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -362198.031250 Penalty: 2641.502441
	Iteration 17F: 3 clusters Score -362198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Entering Unmasked Estep 
Score: -457547.343750 Penalty: 1345.244507
	Iteration 0F: 2 clusters Score -457547.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -454255.906250 Penalty: 2690.489014
	Iteration 0F: 3 clusters Score -454255.9 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -455098.500000 Penalty: 2690.489014
	Iteration 1F: 3 clusters Score -455098.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -455246.531250 Penalty: 2690.489014
	Iteration 2F: 3 clusters Score -455246.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -455331.750000 Penalty: 2690.489014
	Iteration 3Q: 3 clusters Score -455331.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -455404.718750 Penalty: 2690.489014
	Iteration 4Q: 3 clusters Score -455404.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -455467.625000 Penalty: 2690.489014
	Iteration 5Q: 3 clusters Score -455467.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -455532.937500 Penalty: 2690.489014
	Iteration 6Q: 3 clusters Score -455532.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -455602.937500 Penalty: 2690.489014
	Iteration 7Q: 3 clusters Score -455602.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -455669.812500 Penalty: 2690.489014
	Iteration 8Q: 3 clusters Score -455669.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -455744.187500 Penalty: 2690.489014
	Iteration 9Q: 3 clusters Score -455744.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -455816.875000 Penalty: 2690.489014
	Iteration 10Q: 3 clusters Score -455816.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -455892.406250 Penalty: 2690.489014
	Iteration 11Q: 3 clusters Score -455892.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -455976.687500 Penalty: 2690.489014
	Iteration 12Q: 3 clusters Score -455976.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -456081.593750 Penalty: 2690.489014
	Iteration 13Q: 3 clusters Score -456081.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -456203.968750 Penalty: 2690.489014
	Iteration 14Q: 3 clusters Score -456204 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -456298.656250 Penalty: 2690.489014
	Iteration 15Q: 3 clusters Score -456298.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -456379.656250 Penalty: 2690.489014
	Iteration 16Q: 3 clusters Score -456379.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -456431.218750 Penalty: 2690.489014
	Iteration 17Q: 3 clusters Score -456431.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -456462.406250 Penalty: 2690.489014
	Iteration 18Q: 3 clusters Score -456462.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -456478.875000 Penalty: 2690.489014
	Iteration 19Q: 3 clusters Score -456478.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -456486.812500 Penalty: 2690.489014
	Iteration 20F: 3 clusters Score -456486.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -456493.906250 Penalty: 2690.489014
	Iteration 21Q: 3 clusters Score -456493.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -456500.812500 Penalty: 2690.489014
	Iteration 22Q: 3 clusters Score -456500.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -456505.656250 Penalty: 2690.489014
	Iteration 23Q: 3 clusters Score -456505.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -456506.500000 Penalty: 2690.489014
	Iteration 24Q: 3 clusters Score -456506.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -456507.687500 Penalty: 2690.489014
	Iteration 25Q: 3 clusters Score -456507.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -456507.375000 Penalty: 2690.489014
	Iteration 26Q: 3 clusters Score -456507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -456508.406250 Penalty: 2690.489014
	Iteration 27Q: 3 clusters Score -456508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -456508.562500 Penalty: 2690.489014
	Iteration 28Q: 3 clusters Score -456508.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -456508.187500 Penalty: 2690.489014
	Iteration 29Q: 3 clusters Score -456508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -456508.781250 Penalty: 2690.489014
	Iteration 30Q: 3 clusters Score -456508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -456509.000000 Penalty: 2690.489014
	Iteration 31Q: 3 clusters Score -456509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -456511.437500 Penalty: 2690.489014
	Iteration 32Q: 3 clusters Score -456511.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -456511.156250 Penalty: 2690.489014
	Iteration 33Q: 3 clusters Score -456511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -456511.156250 Penalty: 2690.489014
	Iteration 34F: 3 clusters Score -456511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 3195 members 
Mstep: Class 3 contains 53206 members 
Mstep: Class 4 contains 10326 members 
Mstep: Class 5 contains 526 members 
Mstep: Class 6 contains 114710 members 
Mstep: Class 7 contains 9024 members 
Mstep: Class 8 contains 8509 members 
Mstep: Class 9 contains 109362 members 
Mstep: Class 10 contains 148834 members 
Mstep: Class 11 contains 65043 members 
Mstep: Class 12 contains 5665 members 
Mstep: Class 13 contains 46731 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38855 members 
Mstep: Class 16 contains 18819 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 90772 members 
Mstep: Class 19 contains 10462 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 3387 members 
Mstep: Class 22 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095944.000000 Penalty: 51286.125000
Iteration 159Q: 24 clusters Score -1.020959e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 53194 members 
Mstep: Class 4 contains 10375 members 
Mstep: Class 5 contains 532 members 
Mstep: Class 6 contains 114557 members 
Mstep: Class 7 contains 9025 members 
Mstep: Class 8 contains 8536 members 
Mstep: Class 9 contains 109403 members 
Mstep: Class 10 contains 149145 members 
Mstep: Class 11 contains 65169 members 
Mstep: Class 12 contains 5813 members 
Mstep: Class 13 contains 46814 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38861 members 
Mstep: Class 16 contains 18955 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 91069 members 
Mstep: Class 19 contains 10489 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 3387 members 
Mstep: Class 22 contains 3938 members 
Mstep: Class 23 contains 145312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096896.000000 Penalty: 51286.125000
Iteration 160F: 24 clusters Score -1.020969e+08 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 3247 members 
Mstep: Class 3 contains 53180 members 
Mstep: Class 4 contains 10350 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 114414 members 
Mstep: Class 7 contains 9029 members 
Mstep: Class 8 contains 8466 members 
Mstep: Class 9 contains 109448 members 
Mstep: Class 10 contains 148119 members 
Mstep: Class 11 contains 65281 members 
Mstep: Class 12 contains 5868 members 
Mstep: Class 13 contains 46788 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38863 members 
Mstep: Class 16 contains 18927 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 18 contains 91167 members 
Mstep: Class 19 contains 10470 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 3387 members 
Mstep: Class 22 contains 3942 members 
Mstep: Class 23 contains 146342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096704.000000 Penalty: 51286.125000
Iteration 161Q: 24 clusters Score -1.020967e+08 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 3259 members 
Mstep: Class 3 contains 53171 members 
Mstep: Class 4 contains 10360 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 114205 members 
Mstep: Class 7 contains 9033 members 
Mstep: Class 8 contains 8424 members 
Mstep: Class 9 contains 109518 members 
Mstep: Class 10 contains 147104 members 
Mstep: Class 11 contains 65426 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 46781 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38865 members 
Mstep: Class 16 contains 18921 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 91223 members 
Mstep: Class 19 contains 10468 members 
Mstep: Class 20 contains 3102 members 
Mstep: Class 21 contains 3387 members 
Mstep: Class 22 contains 3948 members 
Mstep: Class 23 contains 147305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096776.000000 Penalty: 51286.125000
Iteration 162Q: 24 clusters Score -1.020968e+08 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 3268 members 
Mstep: Class 3 contains 53189 members 
Mstep: Class 4 contains 10367 members 
Mstep: Class 5 contains 504 members 
Mstep: Class 6 contains 113991 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 8380 members 
Mstep: Class 9 contains 109568 members 
Mstep: Class 10 contains 146202 members 
Mstep: Class 11 contains 65588 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 46794 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38882 members 
Mstep: Class 16 contains 18912 members 
Mstep: Class 17 contains 3776 members 
Mstep: Class 18 contains 91225 members 
Mstep: Class 19 contains 10465 members 
Mstep: Class 20 contains 3099 members 
Mstep: Class 21 contains 3389 members 
Mstep: Class 22 contains 3952 members 
Mstep: Class 23 contains 148153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096840.000000 Penalty: 51286.125000
Iteration 163Q: 24 clusters Score -1.020968e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 3281 members 
Mstep: Class 3 contains 53195 members 
Mstep: Class 4 contains 10387 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 113805 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 8350 members 
Mstep: Class 9 contains 109617 members 
Mstep: Class 10 contains 145448 members 
Mstep: Class 11 contains 65730 members 
Mstep: Class 12 contains 6049 members 
Mstep: Class 13 contains 46788 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38886 members 
Mstep: Class 16 contains 18878 members 
Mstep: Class 17 contains 3776 members 
Mstep: Class 18 contains 91197 members 
Mstep: Class 19 contains 10463 members 
Mstep: Class 20 contains 3096 members 
Mstep: Class 21 contains 3390 members 
Mstep: Class 22 contains 3952 members 
Mstep: Class 23 contains 148910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096768.000000 Penalty: 51286.125000
Iteration 164Q: 24 clusters Score -1.020968e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 3283 members 
Mstep: Class 3 contains 53195 members 
Mstep: Class 4 contains 10396 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 113633 members 
Mstep: Class 7 contains 9029 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 109669 members 
Mstep: Class 10 contains 144875 members 
Mstep: Class 11 contains 65861 members 
Mstep: Class 12 contains 6106 members 
Mstep: Class 13 contains 46780 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 38891 members 
Mstep: Class 16 contains 18851 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 91115 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 3095 members 
Mstep: Class 21 contains 3391 members 
Mstep: Class 22 contains 3949 members 
Mstep: Class 23 contains 149538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096448.000000 Penalty: 51286.125000
Iteration 165Q: 24 clusters Score -1.020964e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 3288 members 
Mstep: Class 3 contains 53219 members 
Mstep: Class 4 contains 10404 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 113430 members 
Mstep: Class 7 contains 9024 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 109689 members 
Mstep: Class 10 contains 144421 members 
Mstep: Class 11 contains 66032 members 
Mstep: Class 12 contains 6151 members 
Mstep: Class 13 contains 46784 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 38901 members 
Mstep: Class 16 contains 18822 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 91025 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 3089 members 
Mstep: Class 21 contains 3391 members 
Mstep: Class 22 contains 3950 members 
Mstep: Class 23 contains 150059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096376.000000 Penalty: 51286.125000
Iteration 166Q: 24 clusters Score -1.020964e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 3294 members 
Mstep: Class 3 contains 53256 members 
Mstep: Class 4 contains 10404 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 6 contains 113207 members 
Mstep: Class 7 contains 9021 members 
Mstep: Class 8 contains 8302 members 
Mstep: Class 9 contains 109702 members 
Mstep: Class 10 contains 144018 members 
Mstep: Class 11 contains 66203 members 
Mstep: Class 12 contains 6197 members 
Mstep: Class 13 contains 46791 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 38906 members 
Mstep: Class 16 contains 18792 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 90934 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 3090 members 
Mstep: Class 21 contains 3391 members 
Mstep: Class 22 contains 3951 members 
Mstep: Class 23 contains 150538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096320.000000 Penalty: 51286.125000
Iteration 167Q: 24 clusters Score -1.020963e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 3301 members 
Mstep: Class 3 contains 53289 members 
Mstep: Class 4 contains 10403 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 112992 members 
Mstep: Class 7 contains 9016 members 
Mstep: Class 8 contains 8279 members 
Mstep: Class 9 contains 109734 members 
Mstep: Class 10 contains 143690 members 
Mstep: Class 11 contains 66358 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 46805 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 38902 members 
Mstep: Class 16 contains 18760 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 90828 members 
Mstep: Class 19 contains 10454 members 
Mstep: Class 20 contains 3092 members 
Mstep: Class 21 contains 3391 members 
Mstep: Class 22 contains 3951 members 
Mstep: Class 23 contains 150956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096264.000000 Penalty: 51286.125000
Iteration 168Q: 24 clusters Score -1.020963e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 3301 members 
Mstep: Class 3 contains 53318 members 
Mstep: Class 4 contains 10403 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 112784 members 
Mstep: Class 7 contains 9010 members 
Mstep: Class 8 contains 8263 members 
Mstep: Class 9 contains 109760 members 
Mstep: Class 10 contains 143482 members 
Mstep: Class 11 contains 66514 members 
Mstep: Class 12 contains 6307 members 
Mstep: Class 13 contains 46803 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 38889 members 
Mstep: Class 16 contains 18722 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 90711 members 
Mstep: Class 19 contains 10449 members 
Mstep: Class 20 contains 3092 members 
Mstep: Class 21 contains 3389 members 
Mstep: Class 22 contains 3952 members 
Mstep: Class 23 contains 151299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096256.000000 Penalty: 51286.125000
Iteration 169Q: 24 clusters Score -1.020963e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 3301 members 
Mstep: Class 3 contains 53352 members 
Mstep: Class 4 contains 10401 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 112575 members 
Mstep: Class 7 contains 9008 members 
Mstep: Class 8 contains 8245 members 
Mstep: Class 9 contains 109761 members 
Mstep: Class 10 contains 143295 members 
Mstep: Class 11 contains 66691 members 
Mstep: Class 12 contains 6374 members 
Mstep: Class 13 contains 46801 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 38879 members 
Mstep: Class 16 contains 18696 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 90592 members 
Mstep: Class 19 contains 10447 members 
Mstep: Class 20 contains 3090 members 
Mstep: Class 21 contains 3392 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 151589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096232.000000 Penalty: 51286.125000
Iteration 170Q: 24 clusters Score -1.020962e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 3300 members 
Mstep: Class 3 contains 53398 members 
Mstep: Class 4 contains 10408 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 112393 members 
Mstep: Class 7 contains 9013 members 
Mstep: Class 8 contains 8229 members 
Mstep: Class 9 contains 109737 members 
Mstep: Class 10 contains 143151 members 
Mstep: Class 11 contains 66853 members 
Mstep: Class 12 contains 6451 members 
Mstep: Class 13 contains 46809 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 38881 members 
Mstep: Class 16 contains 18671 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 90473 members 
Mstep: Class 19 contains 10442 members 
Mstep: Class 20 contains 3088 members 
Mstep: Class 21 contains 3392 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 151797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095880.000000 Penalty: 51286.125000
Iteration 171Q: 24 clusters Score -1.020959e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3302 members 
Mstep: Class 3 contains 53450 members 
Mstep: Class 4 contains 10410 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 112200 members 
Mstep: Class 7 contains 9018 members 
Mstep: Class 8 contains 8223 members 
Mstep: Class 9 contains 109712 members 
Mstep: Class 10 contains 143044 members 
Mstep: Class 11 contains 67017 members 
Mstep: Class 12 contains 6523 members 
Mstep: Class 13 contains 46798 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 38884 members 
Mstep: Class 16 contains 18652 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 90377 members 
Mstep: Class 19 contains 10437 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 3393 members 
Mstep: Class 22 contains 3956 members 
Mstep: Class 23 contains 151959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095888.000000 Penalty: 51286.125000
Iteration 172Q: 24 clusters Score -1.020959e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 3302 members 
Mstep: Class 3 contains 53514 members 
Mstep: Class 4 contains 10406 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 112025 members 
Mstep: Class 7 contains 9009 members 
Mstep: Class 8 contains 8219 members 
Mstep: Class 9 contains 109657 members 
Mstep: Class 10 contains 142964 members 
Mstep: Class 11 contains 67210 members 
Mstep: Class 12 contains 6590 members 
Mstep: Class 13 contains 46802 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 38876 members 
Mstep: Class 16 contains 18637 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 90278 members 
Mstep: Class 19 contains 10433 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3392 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 152095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095656.000000 Penalty: 51286.125000
Iteration 173Q: 24 clusters Score -1.020957e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3300 members 
Mstep: Class 3 contains 53572 members 
Mstep: Class 4 contains 10406 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 111829 members 
Mstep: Class 7 contains 9001 members 
Mstep: Class 8 contains 8216 members 
Mstep: Class 9 contains 109617 members 
Mstep: Class 10 contains 142876 members 
Mstep: Class 11 contains 67394 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 46797 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 38872 members 
Mstep: Class 16 contains 18616 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 90210 members 
Mstep: Class 19 contains 10433 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3392 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 152217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095768.000000 Penalty: 51286.125000
Iteration 174Q: 24 clusters Score -1.020958e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 3296 members 
Mstep: Class 3 contains 53641 members 
Mstep: Class 4 contains 10397 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 111647 members 
Mstep: Class 7 contains 8989 members 
Mstep: Class 8 contains 8223 members 
Mstep: Class 9 contains 109553 members 
Mstep: Class 10 contains 142777 members 
Mstep: Class 11 contains 67586 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 46795 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 38882 members 
Mstep: Class 16 contains 18597 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 90150 members 
Mstep: Class 19 contains 10434 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3392 members 
Mstep: Class 22 contains 3956 members 
Mstep: Class 23 contains 152335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095720.000000 Penalty: 51286.125000
Iteration 175Q: 24 clusters Score -1.020957e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3300 members 
Mstep: Class 3 contains 53712 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 111468 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 109487 members 
Mstep: Class 10 contains 142741 members 
Mstep: Class 11 contains 67779 members 
Mstep: Class 12 contains 6770 members 
Mstep: Class 13 contains 46786 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38886 members 
Mstep: Class 16 contains 18573 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 18 contains 90092 members 
Mstep: Class 19 contains 10438 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3391 members 
Mstep: Class 22 contains 3956 members 
Mstep: Class 23 contains 152393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095696.000000 Penalty: 51286.125000
Iteration 176Q: 24 clusters Score -1.020957e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 3299 members 
Mstep: Class 3 contains 53775 members 
Mstep: Class 4 contains 10389 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 111312 members 
Mstep: Class 7 contains 8945 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 109399 members 
Mstep: Class 10 contains 142739 members 
Mstep: Class 11 contains 67990 members 
Mstep: Class 12 contains 6810 members 
Mstep: Class 13 contains 46773 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38888 members 
Mstep: Class 16 contains 18560 members 
Mstep: Class 17 contains 3770 members 
Mstep: Class 18 contains 90028 members 
Mstep: Class 19 contains 10443 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3390 members 
Mstep: Class 22 contains 3952 members 
Mstep: Class 23 contains 152433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096104.000000 Penalty: 51286.125000
Iteration 177Q: 24 clusters Score -1.020961e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 3301 members 
Mstep: Class 3 contains 53829 members 
Mstep: Class 4 contains 10395 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 111190 members 
Mstep: Class 7 contains 8927 members 
Mstep: Class 8 contains 8239 members 
Mstep: Class 9 contains 109312 members 
Mstep: Class 10 contains 142754 members 
Mstep: Class 11 contains 68162 members 
Mstep: Class 12 contains 6855 members 
Mstep: Class 13 contains 46762 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38890 members 
Mstep: Class 16 contains 18552 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 89974 members 
Mstep: Class 19 contains 10444 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3390 members 
Mstep: Class 22 contains 3953 members 
Mstep: Class 23 contains 152428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096080.000000 Penalty: 51286.125000
Iteration 178Q: 24 clusters Score -1.020961e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 3304 members 
Mstep: Class 3 contains 53887 members 
Mstep: Class 4 contains 10394 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 111057 members 
Mstep: Class 7 contains 8917 members 
Mstep: Class 8 contains 8244 members 
Mstep: Class 9 contains 109195 members 
Mstep: Class 10 contains 142757 members 
Mstep: Class 11 contains 68368 members 
Mstep: Class 12 contains 6913 members 
Mstep: Class 13 contains 46753 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38897 members 
Mstep: Class 16 contains 18542 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 89945 members 
Mstep: Class 19 contains 10444 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3389 members 
Mstep: Class 22 contains 3953 members 
Mstep: Class 23 contains 152399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096208.000000 Penalty: 51286.125000
Iteration 179Q: 24 clusters Score -1.020962e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 3307 members 
Mstep: Class 3 contains 53960 members 
Mstep: Class 4 contains 10397 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 110898 members 
Mstep: Class 7 contains 8901 members 
Mstep: Class 8 contains 8241 members 
Mstep: Class 9 contains 109064 members 
Mstep: Class 10 contains 142733 members 
Mstep: Class 11 contains 68615 members 
Mstep: Class 12 contains 6974 members 
Mstep: Class 13 contains 46734 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 38905 members 
Mstep: Class 16 contains 18541 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 18 contains 89905 members 
Mstep: Class 19 contains 10442 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3388 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 152404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096160.000000 Penalty: 51286.125000
Iteration 180F: 24 clusters Score -1.020962e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 54020 members 
Mstep: Class 4 contains 10394 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 110696 members 
Mstep: Class 7 contains 8889 members 
Mstep: Class 8 contains 8241 members 
Mstep: Class 9 contains 108971 members 
Mstep: Class 10 contains 142669 members 
Mstep: Class 11 contains 68876 members 
Mstep: Class 12 contains 7036 members 
Mstep: Class 13 contains 46724 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 38908 members 
Mstep: Class 16 contains 18539 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 89867 members 
Mstep: Class 19 contains 10440 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3386 members 
Mstep: Class 22 contains 3956 members 
Mstep: Class 23 contains 152449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096360.000000 Penalty: 51286.125000
Iteration 181Q: 24 clusters Score -1.020964e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3314 members 
Mstep: Class 3 contains 54076 members 
Mstep: Class 4 contains 10395 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 110471 members 
Mstep: Class 7 contains 8890 members 
Mstep: Class 8 contains 8239 members 
Mstep: Class 9 contains 108844 members 
Mstep: Class 10 contains 142637 members 
Mstep: Class 11 contains 69172 members 
Mstep: Class 12 contains 7102 members 
Mstep: Class 13 contains 46719 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 38916 members 
Mstep: Class 16 contains 18534 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 89826 members 
Mstep: Class 19 contains 10440 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 3382 members 
Mstep: Class 22 contains 3956 members 
Mstep: Class 23 contains 152458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096304.000000 Penalty: 51286.125000
Iteration 182Q: 24 clusters Score -1.020963e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 3312 members 
Mstep: Class 3 contains 54154 members 
Mstep: Class 4 contains 10388 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 110235 members 
Mstep: Class 7 contains 8894 members 
Mstep: Class 8 contains 8236 members 
Mstep: Class 9 contains 108699 members 
Mstep: Class 10 contains 142574 members 
Mstep: Class 11 contains 69484 members 
Mstep: Class 12 contains 7168 members 
Mstep: Class 13 contains 46726 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 38926 members 
Mstep: Class 16 contains 18533 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89791 members 
Mstep: Class 19 contains 10436 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3378 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 152484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096464.000000 Penalty: 51286.125000
Iteration 183Q: 24 clusters Score -1.020965e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 54221 members 
Mstep: Class 4 contains 10381 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 109977 members 
Mstep: Class 7 contains 8904 members 
Mstep: Class 8 contains 8239 members 
Mstep: Class 9 contains 108581 members 
Mstep: Class 10 contains 142540 members 
Mstep: Class 11 contains 69786 members 
Mstep: Class 12 contains 7232 members 
Mstep: Class 13 contains 46730 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 38927 members 
Mstep: Class 16 contains 18531 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 89750 members 
Mstep: Class 19 contains 10437 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 3378 members 
Mstep: Class 22 contains 3956 members 
Mstep: Class 23 contains 152489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096528.000000 Penalty: 51286.125000
Iteration 184Q: 24 clusters Score -1.020965e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 3312 members 
Mstep: Class 3 contains 54270 members 
Mstep: Class 4 contains 10380 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 109715 members 
Mstep: Class 7 contains 8916 members 
Mstep: Class 8 contains 8239 members 
Mstep: Class 9 contains 108496 members 
Mstep: Class 10 contains 142517 members 
Mstep: Class 11 contains 70072 members 
Mstep: Class 12 contains 7293 members 
Mstep: Class 13 contains 46732 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38930 members 
Mstep: Class 16 contains 18525 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89730 members 
Mstep: Class 19 contains 10445 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 3378 members 
Mstep: Class 22 contains 3952 members 
Mstep: Class 23 contains 152470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096968.000000 Penalty: 51286.125000
Iteration 185Q: 24 clusters Score -1.02097e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 54323 members 
Mstep: Class 4 contains 10374 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 109438 members 
Mstep: Class 7 contains 8931 members 
Mstep: Class 8 contains 8235 members 
Mstep: Class 9 contains 108391 members 
Mstep: Class 10 contains 142476 members 
Mstep: Class 11 contains 70378 members 
Mstep: Class 12 contains 7346 members 
Mstep: Class 13 contains 46730 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38937 members 
Mstep: Class 16 contains 18526 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89728 members 
Mstep: Class 19 contains 10443 members 
Mstep: Class 20 contains 3088 members 
Mstep: Class 21 contains 3378 members 
Mstep: Class 22 contains 3950 members 
Mstep: Class 23 contains 152475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097032.000000 Penalty: 51286.125000
Iteration 186Q: 24 clusters Score -1.02097e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 54376 members 
Mstep: Class 4 contains 10369 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 109180 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 8237 members 
Mstep: Class 9 contains 108318 members 
Mstep: Class 10 contains 142471 members 
Mstep: Class 11 contains 70635 members 
Mstep: Class 12 contains 7397 members 
Mstep: Class 13 contains 46716 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38937 members 
Mstep: Class 16 contains 18527 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89735 members 
Mstep: Class 19 contains 10443 members 
Mstep: Class 20 contains 3089 members 
Mstep: Class 21 contains 3377 members 
Mstep: Class 22 contains 3948 members 
Mstep: Class 23 contains 152446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097264.000000 Penalty: 51286.125000
Iteration 187Q: 24 clusters Score -1.020973e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 3312 members 
Mstep: Class 3 contains 54414 members 
Mstep: Class 4 contains 10363 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 108944 members 
Mstep: Class 7 contains 8959 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 108227 members 
Mstep: Class 10 contains 142457 members 
Mstep: Class 11 contains 70910 members 
Mstep: Class 12 contains 7441 members 
Mstep: Class 13 contains 46712 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38934 members 
Mstep: Class 16 contains 18525 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89717 members 
Mstep: Class 19 contains 10443 members 
Mstep: Class 20 contains 3090 members 
Mstep: Class 21 contains 3376 members 
Mstep: Class 22 contains 3950 members 
Mstep: Class 23 contains 152448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097312.000000 Penalty: 51286.125000
Iteration 188Q: 24 clusters Score -1.020973e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 3316 members 
Mstep: Class 3 contains 54442 members 
Mstep: Class 4 contains 10361 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 108704 members 
Mstep: Class 7 contains 8983 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 108146 members 
Mstep: Class 10 contains 142426 members 
Mstep: Class 11 contains 71183 members 
Mstep: Class 12 contains 7487 members 
Mstep: Class 13 contains 46701 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38939 members 
Mstep: Class 16 contains 18523 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89706 members 
Mstep: Class 19 contains 10447 members 
Mstep: Class 20 contains 3089 members 
Mstep: Class 21 contains 3375 members 
Mstep: Class 22 contains 3950 members 
Mstep: Class 23 contains 152450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097264.000000 Penalty: 51286.125000
Iteration 189Q: 24 clusters Score -1.020973e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 3316 members 
Mstep: Class 3 contains 54477 members 
Mstep: Class 4 contains 10353 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 108482 members 
Mstep: Class 7 contains 8998 members 
Mstep: Class 8 contains 8231 members 
Mstep: Class 9 contains 108067 members 
Mstep: Class 10 contains 142414 members 
Mstep: Class 11 contains 71431 members 
Mstep: Class 12 contains 7535 members 
Mstep: Class 13 contains 46699 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38939 members 
Mstep: Class 16 contains 18517 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 89700 members 
Mstep: Class 19 contains 10447 members 
Mstep: Class 20 contains 3090 members 
Mstep: Class 21 contains 3375 members 
Mstep: Class 22 contains 3951 members 
Mstep: Class 23 contains 152438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097296.000000 Penalty: 51286.125000
Iteration 190Q: 24 clusters Score -1.020973e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3316 members 
Mstep: Class 3 contains 54527 members 
Mstep: Class 4 contains 10338 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 108270 members 
Mstep: Class 7 contains 9015 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 107953 members 
Mstep: Class 10 contains 142393 members 
Mstep: Class 11 contains 71695 members 
Mstep: Class 12 contains 7585 members 
Mstep: Class 13 contains 46701 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38926 members 
Mstep: Class 16 contains 18510 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 89686 members 
Mstep: Class 19 contains 10449 members 
Mstep: Class 20 contains 3089 members 
Mstep: Class 21 contains 3375 members 
Mstep: Class 22 contains 3950 members 
Mstep: Class 23 contains 152454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097496.000000 Penalty: 51286.125000
Iteration 191Q: 24 clusters Score -1.020975e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 3318 members 
Mstep: Class 3 contains 54574 members 
Mstep: Class 4 contains 10329 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 108034 members 
Mstep: Class 7 contains 9036 members 
Mstep: Class 8 contains 8224 members 
Mstep: Class 9 contains 107851 members 
Mstep: Class 10 contains 142378 members 
Mstep: Class 11 contains 71957 members 
Mstep: Class 12 contains 7624 members 
Mstep: Class 13 contains 46697 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38921 members 
Mstep: Class 16 contains 18515 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 89680 members 
Mstep: Class 19 contains 10449 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 3375 members 
Mstep: Class 22 contains 3947 members 
Mstep: Class 23 contains 152465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097480.000000 Penalty: 51286.125000
Iteration 192Q: 24 clusters Score -1.020975e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 3318 members 
Mstep: Class 3 contains 54611 members 
Mstep: Class 4 contains 10320 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 107846 members 
Mstep: Class 7 contains 9053 members 
Mstep: Class 8 contains 8216 members 
Mstep: Class 9 contains 107710 members 
Mstep: Class 10 contains 142389 members 
Mstep: Class 11 contains 72209 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 46687 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38912 members 
Mstep: Class 16 contains 18507 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 89689 members 
Mstep: Class 19 contains 10453 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3947 members 
Mstep: Class 23 contains 152463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097464.000000 Penalty: 51286.125000
Iteration 193Q: 24 clusters Score -1.020975e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 3315 members 
Mstep: Class 3 contains 54639 members 
Mstep: Class 4 contains 10305 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 107657 members 
Mstep: Class 7 contains 9064 members 
Mstep: Class 8 contains 8213 members 
Mstep: Class 9 contains 107560 members 
Mstep: Class 10 contains 142401 members 
Mstep: Class 11 contains 72508 members 
Mstep: Class 12 contains 7712 members 
Mstep: Class 13 contains 46669 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38900 members 
Mstep: Class 16 contains 18503 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 89668 members 
Mstep: Class 19 contains 10457 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3945 members 
Mstep: Class 23 contains 152480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097224.000000 Penalty: 51286.125000
Iteration 194Q: 24 clusters Score -1.020972e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 3317 members 
Mstep: Class 3 contains 54661 members 
Mstep: Class 4 contains 10292 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 107416 members 
Mstep: Class 7 contains 9080 members 
Mstep: Class 8 contains 8211 members 
Mstep: Class 9 contains 107438 members 
Mstep: Class 10 contains 142407 members 
Mstep: Class 11 contains 72827 members 
Mstep: Class 12 contains 7756 members 
Mstep: Class 13 contains 46663 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38895 members 
Mstep: Class 16 contains 18496 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89639 members 
Mstep: Class 19 contains 10462 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3949 members 
Mstep: Class 23 contains 152483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097416.000000 Penalty: 51286.125000
Iteration 195Q: 24 clusters Score -1.020974e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 3318 members 
Mstep: Class 3 contains 54689 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 107212 members 
Mstep: Class 7 contains 9092 members 
Mstep: Class 8 contains 8210 members 
Mstep: Class 9 contains 107295 members 
Mstep: Class 10 contains 142426 members 
Mstep: Class 11 contains 73133 members 
Mstep: Class 12 contains 7809 members 
Mstep: Class 13 contains 46647 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38894 members 
Mstep: Class 16 contains 18498 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89630 members 
Mstep: Class 19 contains 10464 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3944 members 
Mstep: Class 23 contains 152449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097496.000000 Penalty: 51286.125000
Iteration 196Q: 24 clusters Score -1.020975e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 3320 members 
Mstep: Class 3 contains 54718 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 107034 members 
Mstep: Class 7 contains 9106 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 107129 members 
Mstep: Class 10 contains 142440 members 
Mstep: Class 11 contains 73443 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 46637 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38895 members 
Mstep: Class 16 contains 18506 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89598 members 
Mstep: Class 19 contains 10466 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3373 members 
Mstep: Class 22 contains 3942 members 
Mstep: Class 23 contains 152411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097536.000000 Penalty: 51286.125000
Iteration 197Q: 24 clusters Score -1.020975e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 3321 members 
Mstep: Class 3 contains 54717 members 
Mstep: Class 4 contains 10267 members 
Mstep: Class 5 contains 477 members 
Mstep: Class 6 contains 106869 members 
Mstep: Class 7 contains 9126 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 106983 members 
Mstep: Class 10 contains 142459 members 
Mstep: Class 11 contains 73751 members 
Mstep: Class 12 contains 7907 members 
Mstep: Class 13 contains 46630 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38891 members 
Mstep: Class 16 contains 18509 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89567 members 
Mstep: Class 19 contains 10471 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3373 members 
Mstep: Class 22 contains 3941 members 
Mstep: Class 23 contains 152379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097304.000000 Penalty: 51286.125000
Iteration 198Q: 24 clusters Score -1.020973e+08 nChanged 1370
Entering ConstructFrom: 
Score: -102097304.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (15082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Entering Unmasked Estep 
Score: -1671002.500000 Penalty: 1563.454224
	Iteration 0F: 2 clusters Score -1671002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1660579.625000 Penalty: 3126.908447
	Iteration 0F: 3 clusters Score -1660580 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1664140.750000 Penalty: 3126.908447
	Iteration 1F: 3 clusters Score -1664141 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1664420.375000 Penalty: 3126.908447
	Iteration 2F: 3 clusters Score -1664420 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1664646.750000 Penalty: 3126.908447
	Iteration 3Q: 3 clusters Score -1664647 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1664869.750000 Penalty: 3126.908447
	Iteration 4Q: 3 clusters Score -1664870 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1665143.500000 Penalty: 3126.908447
	Iteration 5Q: 3 clusters Score -1665144 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1665547.750000 Penalty: 3126.908447
	Iteration 6Q: 3 clusters Score -1665548 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1666100.500000 Penalty: 3126.908447
	Iteration 7F: 3 clusters Score -1666100 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1666859.375000 Penalty: 3126.908447
	Iteration 8F: 3 clusters Score -1666859 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1667850.125000 Penalty: 3126.908447
	Iteration 9F: 3 clusters Score -1667850 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1668816.000000 Penalty: 3126.908447
	Iteration 10F: 3 clusters Score -1668816 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1669538.625000 Penalty: 3126.908447
	Iteration 11Q: 3 clusters Score -1669539 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1669903.500000 Penalty: 3126.908447
	Iteration 12Q: 3 clusters Score -1669904 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1670026.250000 Penalty: 3126.908447
	Iteration 13Q: 3 clusters Score -1670026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1670075.750000 Penalty: 3126.908447
	Iteration 14Q: 3 clusters Score -1670076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1670105.250000 Penalty: 3126.908447
	Iteration 15Q: 3 clusters Score -1670105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1670119.500000 Penalty: 3126.908447
	Iteration 16Q: 3 clusters Score -1670120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1670126.250000 Penalty: 3126.908447
	Iteration 17Q: 3 clusters Score -1670126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1670130.125000 Penalty: 3126.908447
	Iteration 18Q: 3 clusters Score -1670130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1670129.375000 Penalty: 3126.908447
	Iteration 19Q: 3 clusters Score -1670129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1670134.000000 Penalty: 3126.908447
	Iteration 20F: 3 clusters Score -1670134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -376367.750000 Penalty: 1317.504517
	Iteration 0F: 2 clusters Score -376367.8 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 1634 members 
Entering Unmasked Estep 
Score: -373507.531250 Penalty: 2635.009033
	Iteration 0F: 3 clusters Score -373507.5 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -374276.718750 Penalty: 2635.009033
	Iteration 1F: 3 clusters Score -374276.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -374442.250000 Penalty: 2635.009033
	Iteration 2F: 3 clusters Score -374442.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -374583.656250 Penalty: 2635.009033
	Iteration 3F: 3 clusters Score -374583.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -374748.906250 Penalty: 2635.009033
	Iteration 4F: 3 clusters Score -374748.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -374895.218750 Penalty: 2635.009033
	Iteration 5F: 3 clusters Score -374895.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -375047.781250 Penalty: 2635.009033
	Iteration 6F: 3 clusters Score -375047.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -375185.125000 Penalty: 2635.009033
	Iteration 7Q: 3 clusters Score -375185.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -375293.656250 Penalty: 2635.009033
	Iteration 8Q: 3 clusters Score -375293.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -375391.000000 Penalty: 2635.009033
	Iteration 9Q: 3 clusters Score -375391 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -375478.812500 Penalty: 2635.009033
	Iteration 10Q: 3 clusters Score -375478.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -375525.343750 Penalty: 2635.009033
	Iteration 11Q: 3 clusters Score -375525.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -375548.656250 Penalty: 2635.009033
	Iteration 12Q: 3 clusters Score -375548.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -375563.937500 Penalty: 2635.009033
	Iteration 13Q: 3 clusters Score -375563.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -375580.718750 Penalty: 2635.009033
	Iteration 14Q: 3 clusters Score -375580.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -375591.281250 Penalty: 2635.009033
	Iteration 15Q: 3 clusters Score -375591.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -375598.562500 Penalty: 2635.009033
	Iteration 16Q: 3 clusters Score -375598.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -375611.875000 Penalty: 2635.009033
	Iteration 17Q: 3 clusters Score -375611.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -375628.250000 Penalty: 2635.009033
	Iteration 18Q: 3 clusters Score -375628.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -375656.843750 Penalty: 2635.009033
	Iteration 19Q: 3 clusters Score -375656.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -375681.468750 Penalty: 2635.009033
	Iteration 20F: 3 clusters Score -375681.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -375698.718750 Penalty: 2635.009033
	Iteration 21Q: 3 clusters Score -375698.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -375720.093750 Penalty: 2635.009033
	Iteration 22Q: 3 clusters Score -375720.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -375746.375000 Penalty: 2635.009033
	Iteration 23Q: 3 clusters Score -375746.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -375775.187500 Penalty: 2635.009033
	Iteration 24Q: 3 clusters Score -375775.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -375823.125000 Penalty: 2635.009033
	Iteration 25Q: 3 clusters Score -375823.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -375855.125000 Penalty: 2635.009033
	Iteration 26Q: 3 clusters Score -375855.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -375873.593750 Penalty: 2635.009033
	Iteration 27Q: 3 clusters Score -375873.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -375891.343750 Penalty: 2635.009033
	Iteration 28Q: 3 clusters Score -375891.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -375902.687500 Penalty: 2635.009033
	Iteration 29Q: 3 clusters Score -375902.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -375907.875000 Penalty: 2635.009033
	Iteration 30Q: 3 clusters Score -375907.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -375909.312500 Penalty: 2635.009033
	Iteration 31Q: 3 clusters Score -375909.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -375910.531250 Penalty: 2635.009033
	Iteration 32Q: 3 clusters Score -375910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -375912.156250 Penalty: 2635.009033
	Iteration 33Q: 3 clusters Score -375912.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -375912.156250 Penalty: 2635.009033
	Iteration 34F: 3 clusters Score -375912.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Entering Unmasked Estep 
Score: -6344713.500000 Penalty: 1772.813110
	Iteration 0F: 2 clusters Score -6344714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -6308143.000000 Penalty: 3545.626221
	Iteration 0F: 3 clusters Score -6308143 nChanged 25745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -6322642.000000 Penalty: 3545.626221
	Iteration 1F: 3 clusters Score -6322642 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -6322907.000000 Penalty: 3545.626221
	Iteration 2Q: 3 clusters Score -6322907 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -6323260.000000 Penalty: 3545.626221
	Iteration 3Q: 3 clusters Score -6323260 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -6323515.500000 Penalty: 3545.626221
	Iteration 4Q: 3 clusters Score -6323516 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -6323805.500000 Penalty: 3545.626221
	Iteration 5Q: 3 clusters Score -6323806 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -6324172.500000 Penalty: 3545.626221
	Iteration 6Q: 3 clusters Score -6324172 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -6324703.000000 Penalty: 3545.626221
	Iteration 7Q: 3 clusters Score -6324703 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -6325527.500000 Penalty: 3545.626221
	Iteration 8Q: 3 clusters Score -6325528 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -6326763.500000 Penalty: 3545.626221
	Iteration 9Q: 3 clusters Score -6326764 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -6328669.000000 Penalty: 3545.626221
	Iteration 10F: 3 clusters Score -6328669 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -6331530.500000 Penalty: 3545.626221
	Iteration 11F: 3 clusters Score -6331530 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -6335272.500000 Penalty: 3545.626221
	Iteration 12F: 3 clusters Score -6335272 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -6339006.000000 Penalty: 3545.626221
	Iteration 13F: 3 clusters Score -6339006 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6341522.500000 Penalty: 3545.626221
	Iteration 14Q: 3 clusters Score -6341522 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6342649.500000 Penalty: 3545.626221
	Iteration 15Q: 3 clusters Score -6342650 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6342975.000000 Penalty: 3545.626221
	Iteration 16Q: 3 clusters Score -6342975 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6343092.000000 Penalty: 3545.626221
	Iteration 17Q: 3 clusters Score -6343092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6343136.000000 Penalty: 3545.626221
	Iteration 18Q: 3 clusters Score -6343136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6343161.500000 Penalty: 3545.626221
	Iteration 19Q: 3 clusters Score -6343162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6343171.000000 Penalty: 3545.626221
	Iteration 20F: 3 clusters Score -6343171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6343171.500000 Penalty: 3545.626221
	Iteration 21Q: 3 clusters Score -6343172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6343176.000000 Penalty: 3545.626221
	Iteration 22Q: 3 clusters Score -6343176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6343177.000000 Penalty: 3545.626221
	Iteration 23Q: 3 clusters Score -6343177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6343181.000000 Penalty: 3545.626221
	Iteration 24Q: 3 clusters Score -6343181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6343186.500000 Penalty: 3545.626221
	Iteration 25Q: 3 clusters Score -6343186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6343187.500000 Penalty: 3545.626221
	Iteration 26Q: 3 clusters Score -6343188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6343187.500000 Penalty: 3545.626221
	Iteration 27F: 3 clusters Score -6343188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Entering Unmasked Estep 
Score: -1186496.125000 Penalty: 1500.914673
	Iteration 0F: 2 clusters Score -1186496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1179110.250000 Penalty: 3001.829346
	Iteration 0F: 3 clusters Score -1179110 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1181454.750000 Penalty: 3001.829346
	Iteration 1F: 3 clusters Score -1181455 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1181719.750000 Penalty: 3001.829346
	Iteration 2F: 3 clusters Score -1181720 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1181969.750000 Penalty: 3001.829346
	Iteration 3F: 3 clusters Score -1181970 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1182177.375000 Penalty: 3001.829346
	Iteration 4Q: 3 clusters Score -1182177 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1182407.125000 Penalty: 3001.829346
	Iteration 5Q: 3 clusters Score -1182407 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1182653.125000 Penalty: 3001.829346
	Iteration 6Q: 3 clusters Score -1182653 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1182985.250000 Penalty: 3001.829346
	Iteration 7F: 3 clusters Score -1182985 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1183408.625000 Penalty: 3001.829346
	Iteration 8F: 3 clusters Score -1183409 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1183885.375000 Penalty: 3001.829346
	Iteration 9F: 3 clusters Score -1183885 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1184348.625000 Penalty: 3001.829346
	Iteration 10F: 3 clusters Score -1184349 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1184696.125000 Penalty: 3001.829346
	Iteration 11Q: 3 clusters Score -1184696 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1184944.375000 Penalty: 3001.829346
	Iteration 12Q: 3 clusters Score -1184944 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1185074.000000 Penalty: 3001.829346
	Iteration 13Q: 3 clusters Score -1185074 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1185159.250000 Penalty: 3001.829346
	Iteration 14Q: 3 clusters Score -1185159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1185210.875000 Penalty: 3001.829346
	Iteration 15Q: 3 clusters Score -1185211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1185239.375000 Penalty: 3001.829346
	Iteration 16Q: 3 clusters Score -1185239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1185264.500000 Penalty: 3001.829346
	Iteration 17Q: 3 clusters Score -1185264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1185279.000000 Penalty: 3001.829346
	Iteration 18Q: 3 clusters Score -1185279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1185292.500000 Penalty: 3001.829346
	Iteration 19Q: 3 clusters Score -1185292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1185298.000000 Penalty: 3001.829346
	Iteration 20F: 3 clusters Score -1185298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1185299.250000 Penalty: 3001.829346
	Iteration 21Q: 3 clusters Score -1185299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1185302.125000 Penalty: 3001.829346
	Iteration 22Q: 3 clusters Score -1185302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1185306.625000 Penalty: 3001.829346
	Iteration 23Q: 3 clusters Score -1185307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1185310.375000 Penalty: 3001.829346
	Iteration 24Q: 3 clusters Score -1185310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1185313.750000 Penalty: 3001.829346
	Iteration 25Q: 3 clusters Score -1185314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1185315.625000 Penalty: 3001.829346
	Iteration 26Q: 3 clusters Score -1185316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1185317.250000 Penalty: 3001.829346
	Iteration 27Q: 3 clusters Score -1185317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1185317.125000 Penalty: 3001.829346
	Iteration 28Q: 3 clusters Score -1185317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1185318.375000 Penalty: 3001.829346
	Iteration 29Q: 3 clusters Score -1185318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1185319.250000 Penalty: 3001.829346
	Iteration 30Q: 3 clusters Score -1185319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1185319.250000 Penalty: 3001.829346
	Iteration 31F: 3 clusters Score -1185319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -47386.910156 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -47386.91 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 223 members 
Entering Unmasked Estep 
Score: -46397.382812 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -46397.38 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46594.230469 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -46594.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46685.343750 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -46685.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46768.695312 Penalty: 2002.392334
	Iteration 3F: 3 clusters Score -46768.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46811.445312 Penalty: 2002.392334
	Iteration 4Q: 3 clusters Score -46811.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46842.554688 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -46842.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46853.175781 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -46853.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46858.132812 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -46858.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46866.386719 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -46866.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46871.335938 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -46871.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46879.246094 Penalty: 2002.392334
	Iteration 10Q: 3 clusters Score -46879.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46883.097656 Penalty: 2002.392334
	Iteration 11Q: 3 clusters Score -46883.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46883.097656 Penalty: 2002.392334
	Iteration 12F: 3 clusters Score -46883.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106671 members 
Entering Unmasked Estep 
Score: -12419236.000000 Penalty: 1881.344482
	Iteration 0F: 2 clusters Score -1.241924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -12351472.000000 Penalty: 3762.688965
	Iteration 0F: 3 clusters Score -1.235147e+07 nChanged 51263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -12381400.000000 Penalty: 3762.688965
	Iteration 1F: 3 clusters Score -1.23814e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -12381957.000000 Penalty: 3762.688965
	Iteration 2Q: 3 clusters Score -1.238196e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -12382524.000000 Penalty: 3762.688965
	Iteration 3Q: 3 clusters Score -1.238252e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -12383440.000000 Penalty: 3762.688965
	Iteration 4Q: 3 clusters Score -1.238344e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 63628 members 
Entering Unmasked Estep 
Score: -12385015.000000 Penalty: 3762.688965
	Iteration 5Q: 3 clusters Score -1.238502e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
Score: -12387895.000000 Penalty: 3762.688965
	Iteration 6F: 3 clusters Score -1.23879e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -12392726.000000 Penalty: 3762.688965
	Iteration 7F: 3 clusters Score -1.239273e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -12399497.000000 Penalty: 3762.688965
	Iteration 8F: 3 clusters Score -1.23995e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 94426 members 
Entering Unmasked Estep 
Score: -12406333.000000 Penalty: 3762.688965
	Iteration 9F: 3 clusters Score -1.240633e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 100536 members 
Entering Unmasked Estep 
Score: -12411539.000000 Penalty: 3762.688965
	Iteration 10F: 3 clusters Score -1.241154e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 103917 members 
Entering Unmasked Estep 
Score: -12414674.000000 Penalty: 3762.688965
	Iteration 11Q: 3 clusters Score -1.241467e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 105538 members 
Entering Unmasked Estep 
Score: -12416360.000000 Penalty: 3762.688965
	Iteration 12Q: 3 clusters Score -1.241636e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 106190 members 
Entering Unmasked Estep 
Score: -12417047.000000 Penalty: 3762.688965
	Iteration 13Q: 3 clusters Score -1.241705e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 106396 members 
Entering Unmasked Estep 
Score: -12417320.000000 Penalty: 3762.688965
	Iteration 14Q: 3 clusters Score -1.241732e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 106463 members 
Entering Unmasked Estep 
Score: -12417448.000000 Penalty: 3762.688965
	Iteration 15Q: 3 clusters Score -1.241745e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -12417493.000000 Penalty: 3762.688965
	Iteration 16Q: 3 clusters Score -1.241749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 106494 members 
Entering Unmasked Estep 
Score: -12417509.000000 Penalty: 3762.688965
	Iteration 17Q: 3 clusters Score -1.241751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 106498 members 
Entering Unmasked Estep 
Score: -12417514.000000 Penalty: 3762.688965
	Iteration 18Q: 3 clusters Score -1.241751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 106504 members 
Entering Unmasked Estep 
Score: -12417529.000000 Penalty: 3762.688965
	Iteration 19Q: 3 clusters Score -1.241753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -12417531.000000 Penalty: 3762.688965
	Iteration 20F: 3 clusters Score -1.241753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 106514 members 
Entering Unmasked Estep 
Score: -12417539.000000 Penalty: 3762.688965
	Iteration 21Q: 3 clusters Score -1.241754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 106516 members 
Entering Unmasked Estep 
Score: -12417538.000000 Penalty: 3762.688965
	Iteration 22Q: 3 clusters Score -1.241754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 106519 members 
Entering Unmasked Estep 
Score: -12417546.000000 Penalty: 3762.688965
	Iteration 23Q: 3 clusters Score -1.241755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 106522 members 
Entering Unmasked Estep 
Score: -12417547.000000 Penalty: 3762.688965
	Iteration 24Q: 3 clusters Score -1.241755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -12417551.000000 Penalty: 3762.688965
	Iteration 25Q: 3 clusters Score -1.241755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -12417553.000000 Penalty: 3762.688965
	Iteration 26Q: 3 clusters Score -1.241755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 106525 members 
Entering Unmasked Estep 
Score: -12417556.000000 Penalty: 3762.688965
	Iteration 27Q: 3 clusters Score -1.241756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 106526 members 
Entering Unmasked Estep 
Score: -12417561.000000 Penalty: 3762.688965
	Iteration 28Q: 3 clusters Score -1.241756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 106527 members 
Entering Unmasked Estep 
Score: -12417557.000000 Penalty: 3762.688965
	Iteration 29Q: 3 clusters Score -1.241756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 106528 members 
Entering Unmasked Estep 
Score: -12417564.000000 Penalty: 3762.688965
	Iteration 30Q: 3 clusters Score -1.241756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 106529 members 
Entering Unmasked Estep 
Score: -12417570.000000 Penalty: 3762.688965
	Iteration 31Q: 3 clusters Score -1.241757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 106530 members 
Entering Unmasked Estep 
Score: -12417563.000000 Penalty: 3762.688965
	Iteration 32Q: 3 clusters Score -1.241756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 106531 members 
Entering Unmasked Estep 
Score: -12417565.000000 Penalty: 3762.688965
	Iteration 33Q: 3 clusters Score -1.241756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 106531 members 
Entering Unmasked Estep 
Score: -12417565.000000 Penalty: 3762.688965
	Iteration 34F: 3 clusters Score -1.241756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Entering Unmasked Estep 
Score: -1055124.250000 Penalty: 1482.174194
	Iteration 0F: 2 clusters Score -1055124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1048430.875000 Penalty: 2964.348389
	Iteration 0F: 3 clusters Score -1048431 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1050597.625000 Penalty: 2964.348389
	Iteration 1F: 3 clusters Score -1050598 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1051008.500000 Penalty: 2964.348389
	Iteration 2F: 3 clusters Score -1051008 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1051491.375000 Penalty: 2964.348389
	Iteration 3F: 3 clusters Score -1051491 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1051991.750000 Penalty: 2964.348389
	Iteration 4F: 3 clusters Score -1051992 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1052557.125000 Penalty: 2964.348389
	Iteration 5F: 3 clusters Score -1052557 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1053173.125000 Penalty: 2964.348389
	Iteration 6F: 3 clusters Score -1053173 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1053743.125000 Penalty: 2964.348389
	Iteration 7F: 3 clusters Score -1053743 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1054215.125000 Penalty: 2964.348389
	Iteration 8F: 3 clusters Score -1054215 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1054438.875000 Penalty: 2964.348389
	Iteration 9Q: 3 clusters Score -1054439 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1054505.125000 Penalty: 2964.348389
	Iteration 10Q: 3 clusters Score -1054505 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1054520.875000 Penalty: 2964.348389
	Iteration 11Q: 3 clusters Score -1054521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1054533.125000 Penalty: 2964.348389
	Iteration 12Q: 3 clusters Score -1054533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1054537.875000 Penalty: 2964.348389
	Iteration 13Q: 3 clusters Score -1054538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1054543.875000 Penalty: 2964.348389
	Iteration 14Q: 3 clusters Score -1054544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1054545.250000 Penalty: 2964.348389
	Iteration 15Q: 3 clusters Score -1054545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1054545.875000 Penalty: 2964.348389
	Iteration 16Q: 3 clusters Score -1054546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1054547.375000 Penalty: 2964.348389
	Iteration 17Q: 3 clusters Score -1054547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1054550.000000 Penalty: 2964.348389
	Iteration 18Q: 3 clusters Score -1054550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1054552.500000 Penalty: 2964.348389
	Iteration 19Q: 3 clusters Score -1054552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1054556.250000 Penalty: 2964.348389
	Iteration 20F: 3 clusters Score -1054556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1054560.125000 Penalty: 2964.348389
	Iteration 21Q: 3 clusters Score -1054560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1054562.000000 Penalty: 2964.348389
	Iteration 22Q: 3 clusters Score -1054562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1054562.750000 Penalty: 2964.348389
	Iteration 23Q: 3 clusters Score -1054563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1054561.250000 Penalty: 2964.348389
	Iteration 24Q: 3 clusters Score -1054561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1054565.875000 Penalty: 2964.348389
	Iteration 25Q: 3 clusters Score -1054566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1054567.625000 Penalty: 2964.348389
	Iteration 26Q: 3 clusters Score -1054568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1054568.000000 Penalty: 2964.348389
	Iteration 27Q: 3 clusters Score -1054568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1054568.750000 Penalty: 2964.348389
	Iteration 28Q: 3 clusters Score -1054569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1054572.125000 Penalty: 2964.348389
	Iteration 29Q: 3 clusters Score -1054572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1054570.750000 Penalty: 2964.348389
	Iteration 30Q: 3 clusters Score -1054571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1054570.750000 Penalty: 2964.348389
	Iteration 31Q: 3 clusters Score -1054571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1054572.875000 Penalty: 2964.348389
	Iteration 32Q: 3 clusters Score -1054573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1054573.125000 Penalty: 2964.348389
	Iteration 33Q: 3 clusters Score -1054573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1054573.750000 Penalty: 2964.348389
	Iteration 34Q: 3 clusters Score -1054574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1054575.125000 Penalty: 2964.348389
	Iteration 35Q: 3 clusters Score -1054575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1054574.625000 Penalty: 2964.348389
	Iteration 36Q: 3 clusters Score -1054575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1054574.625000 Penalty: 2964.348389
	Iteration 37F: 3 clusters Score -1054575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -946323.062500 Penalty: 1464.610229
	Iteration 0F: 2 clusters Score -946323.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -940231.625000 Penalty: 2929.220459
	Iteration 0F: 3 clusters Score -940231.6 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -942090.312500 Penalty: 2929.220459
	Iteration 1F: 3 clusters Score -942090.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -942340.875000 Penalty: 2929.220459
	Iteration 2F: 3 clusters Score -942340.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -942519.437500 Penalty: 2929.220459
	Iteration 3F: 3 clusters Score -942519.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -942655.187500 Penalty: 2929.220459
	Iteration 4Q: 3 clusters Score -942655.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -942772.312500 Penalty: 2929.220459
	Iteration 5Q: 3 clusters Score -942772.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -942888.437500 Penalty: 2929.220459
	Iteration 6Q: 3 clusters Score -942888.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -943023.000000 Penalty: 2929.220459
	Iteration 7Q: 3 clusters Score -943023 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -943170.187500 Penalty: 2929.220459
	Iteration 8Q: 3 clusters Score -943170.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -943359.312500 Penalty: 2929.220459
	Iteration 9Q: 3 clusters Score -943359.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -943602.437500 Penalty: 2929.220459
	Iteration 10Q: 3 clusters Score -943602.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -943878.000000 Penalty: 2929.220459
	Iteration 11Q: 3 clusters Score -943878 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -944149.312500 Penalty: 2929.220459
	Iteration 12Q: 3 clusters Score -944149.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -944377.437500 Penalty: 2929.220459
	Iteration 13Q: 3 clusters Score -944377.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -944525.437500 Penalty: 2929.220459
	Iteration 14Q: 3 clusters Score -944525.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -944614.750000 Penalty: 2929.220459
	Iteration 15Q: 3 clusters Score -944614.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -944662.187500 Penalty: 2929.220459
	Iteration 16Q: 3 clusters Score -944662.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -944689.187500 Penalty: 2929.220459
	Iteration 17Q: 3 clusters Score -944689.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -944706.812500 Penalty: 2929.220459
	Iteration 18Q: 3 clusters Score -944706.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -944720.312500 Penalty: 2929.220459
	Iteration 19Q: 3 clusters Score -944720.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -944733.062500 Penalty: 2929.220459
	Iteration 20F: 3 clusters Score -944733.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -944744.250000 Penalty: 2929.220459
	Iteration 21Q: 3 clusters Score -944744.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -944752.937500 Penalty: 2929.220459
	Iteration 22Q: 3 clusters Score -944752.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -944760.375000 Penalty: 2929.220459
	Iteration 23Q: 3 clusters Score -944760.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -944769.000000 Penalty: 2929.220459
	Iteration 24Q: 3 clusters Score -944769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -944774.000000 Penalty: 2929.220459
	Iteration 25Q: 3 clusters Score -944774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -944775.375000 Penalty: 2929.220459
	Iteration 26Q: 3 clusters Score -944775.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -944778.500000 Penalty: 2929.220459
	Iteration 27Q: 3 clusters Score -944778.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -944781.375000 Penalty: 2929.220459
	Iteration 28Q: 3 clusters Score -944781.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -944784.750000 Penalty: 2929.220459
	Iteration 29Q: 3 clusters Score -944784.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -944786.750000 Penalty: 2929.220459
	Iteration 30Q: 3 clusters Score -944786.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -944793.750000 Penalty: 2929.220459
	Iteration 31Q: 3 clusters Score -944793.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -944797.812500 Penalty: 2929.220459
	Iteration 32Q: 3 clusters Score -944797.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -944800.312500 Penalty: 2929.220459
	Iteration 33Q: 3 clusters Score -944800.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -944801.875000 Penalty: 2929.220459
	Iteration 34Q: 3 clusters Score -944801.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -944804.500000 Penalty: 2929.220459
	Iteration 35Q: 3 clusters Score -944804.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -944807.625000 Penalty: 2929.220459
	Iteration 36Q: 3 clusters Score -944807.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -944808.000000 Penalty: 2929.220459
	Iteration 37Q: 3 clusters Score -944808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -944811.062500 Penalty: 2929.220459
	Iteration 38Q: 3 clusters Score -944811.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -944814.312500 Penalty: 2929.220459
	Iteration 39Q: 3 clusters Score -944814.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -944814.312500 Penalty: 2929.220459
	Iteration 40F: 3 clusters Score -944814.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -944814.062500 Penalty: 2929.220459
	Iteration 41Q: 3 clusters Score -944814.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -944814.375000 Penalty: 2929.220459
	Iteration 42Q: 3 clusters Score -944814.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -944815.062500 Penalty: 2929.220459
	Iteration 43Q: 3 clusters Score -944815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -944817.625000 Penalty: 2929.220459
	Iteration 44Q: 3 clusters Score -944817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -944818.312500 Penalty: 2929.220459
	Iteration 45Q: 3 clusters Score -944818.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -944819.750000 Penalty: 2929.220459
	Iteration 46Q: 3 clusters Score -944819.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -944818.812500 Penalty: 2929.220459
	Iteration 47Q: 3 clusters Score -944818.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -944820.250000 Penalty: 2929.220459
	Iteration 48Q: 3 clusters Score -944820.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -944821.062500 Penalty: 2929.220459
	Iteration 49Q: 3 clusters Score -944821.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -944820.937500 Penalty: 2929.220459
	Iteration 50Q: 3 clusters Score -944820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -944821.687500 Penalty: 2929.220459
	Iteration 51Q: 3 clusters Score -944821.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -944822.875000 Penalty: 2929.220459
	Iteration 52Q: 3 clusters Score -944822.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -944825.625000 Penalty: 2929.220459
	Iteration 53Q: 3 clusters Score -944825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -944822.500000 Penalty: 2929.220459
	Iteration 54Q: 3 clusters Score -944822.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -944824.250000 Penalty: 2929.220459
	Iteration 55Q: 3 clusters Score -944824.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -944827.312500 Penalty: 2929.220459
	Iteration 56Q: 3 clusters Score -944827.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -944827.250000 Penalty: 2929.220459
	Iteration 57Q: 3 clusters Score -944827.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -944831.375000 Penalty: 2929.220459
	Iteration 58Q: 3 clusters Score -944831.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -944831.000000 Penalty: 2929.220459
	Iteration 59Q: 3 clusters Score -944831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -944831.687500 Penalty: 2929.220459
	Iteration 60F: 3 clusters Score -944831.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -944833.750000 Penalty: 2929.220459
	Iteration 61Q: 3 clusters Score -944833.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -944836.625000 Penalty: 2929.220459
	Iteration 62Q: 3 clusters Score -944836.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -944844.187500 Penalty: 2929.220459
	Iteration 63Q: 3 clusters Score -944844.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -944848.625000 Penalty: 2929.220459
	Iteration 64Q: 3 clusters Score -944848.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -944854.937500 Penalty: 2929.220459
	Iteration 65Q: 3 clusters Score -944854.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -944863.375000 Penalty: 2929.220459
	Iteration 66Q: 3 clusters Score -944863.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -944870.937500 Penalty: 2929.220459
	Iteration 67Q: 3 clusters Score -944870.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -944885.187500 Penalty: 2929.220459
	Iteration 68Q: 3 clusters Score -944885.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -944894.937500 Penalty: 2929.220459
	Iteration 69Q: 3 clusters Score -944894.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -944904.250000 Penalty: 2929.220459
	Iteration 70Q: 3 clusters Score -944904.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -944907.062500 Penalty: 2929.220459
	Iteration 71Q: 3 clusters Score -944907.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -944908.562500 Penalty: 2929.220459
	Iteration 72Q: 3 clusters Score -944908.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -944907.750000 Penalty: 2929.220459
	Iteration 73Q: 3 clusters Score -944907.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -944908.687500 Penalty: 2929.220459
	Iteration 74Q: 3 clusters Score -944908.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -944908.125000 Penalty: 2929.220459
	Iteration 75Q: 3 clusters Score -944908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -944909.125000 Penalty: 2929.220459
	Iteration 76Q: 3 clusters Score -944909.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -944911.500000 Penalty: 2929.220459
	Iteration 77Q: 3 clusters Score -944911.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -944909.750000 Penalty: 2929.220459
	Iteration 78Q: 3 clusters Score -944909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -944909.500000 Penalty: 2929.220459
	Iteration 79Q: 3 clusters Score -944909.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -944909.500000 Penalty: 2929.220459
	Iteration 80F: 3 clusters Score -944909.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (106857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106857 members 
Entering Unmasked Estep 
Score: -12432880.000000 Penalty: 1881.627563
	Iteration 0F: 2 clusters Score -1.243288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -12364513.000000 Penalty: 3763.255127
	Iteration 0F: 3 clusters Score -1.236451e+07 nChanged 51242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -12394294.000000 Penalty: 3763.255127
	Iteration 1F: 3 clusters Score -1.239429e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -12394890.000000 Penalty: 3763.255127
	Iteration 2Q: 3 clusters Score -1.239489e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -12395509.000000 Penalty: 3763.255127
	Iteration 3Q: 3 clusters Score -1.239551e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -12396171.000000 Penalty: 3763.255127
	Iteration 4Q: 3 clusters Score -1.239617e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -12396993.000000 Penalty: 3763.255127
	Iteration 5Q: 3 clusters Score -1.239699e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -12398315.000000 Penalty: 3763.255127
	Iteration 6Q: 3 clusters Score -1.239832e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63665 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -12400203.000000 Penalty: 3763.255127
	Iteration 7Q: 3 clusters Score -1.24002e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -12403132.000000 Penalty: 3763.255127
	Iteration 8Q: 3 clusters Score -1.240313e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -12407930.000000 Penalty: 3763.255127
	Iteration 9F: 3 clusters Score -1.240793e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83468 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -12414006.000000 Penalty: 3763.255127
	Iteration 10F: 3 clusters Score -1.241401e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92185 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -12420689.000000 Penalty: 3763.255127
	Iteration 11F: 3 clusters Score -1.242069e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99209 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -12425933.000000 Penalty: 3763.255127
	Iteration 12F: 3 clusters Score -1.242593e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -12428866.000000 Penalty: 3763.255127
	Iteration 13Q: 3 clusters Score -1.242887e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105282 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -12430163.000000 Penalty: 3763.255127
	Iteration 14Q: 3 clusters Score -1.243016e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106057 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12430751.000000 Penalty: 3763.255127
	Iteration 15Q: 3 clusters Score -1.243075e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106359 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12430981.000000 Penalty: 3763.255127
	Iteration 16Q: 3 clusters Score -1.243098e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106485 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12431086.000000 Penalty: 3763.255127
	Iteration 17Q: 3 clusters Score -1.243109e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106547 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -12431145.000000 Penalty: 3763.255127
	Iteration 18Q: 3 clusters Score -1.243114e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106582 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12431207.000000 Penalty: 3763.255127
	Iteration 19Q: 3 clusters Score -1.243121e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106600 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12431226.000000 Penalty: 3763.255127
	Iteration 20F: 3 clusters Score -1.243123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106608 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12431244.000000 Penalty: 3763.255127
	Iteration 21Q: 3 clusters Score -1.243124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106611 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -12431244.000000 Penalty: 3763.255127
	Iteration 22Q: 3 clusters Score -1.243124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106617 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -12431252.000000 Penalty: 3763.255127
	Iteration 23Q: 3 clusters Score -1.243125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106619 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12431262.000000 Penalty: 3763.255127
	Iteration 24Q: 3 clusters Score -1.243126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106622 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12431276.000000 Penalty: 3763.255127
	Iteration 25Q: 3 clusters Score -1.243128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106623 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -12431277.000000 Penalty: 3763.255127
	Iteration 26Q: 3 clusters Score -1.243128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106623 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -12431272.000000 Penalty: 3763.255127
	Iteration 27Q: 3 clusters Score -1.243127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106624 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12431276.000000 Penalty: 3763.255127
	Iteration 28Q: 3 clusters Score -1.243128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106624 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12431276.000000 Penalty: 3763.255127
	Iteration 29F: 3 clusters Score -1.243128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (142466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142466 members 
Entering Unmasked Estep 
Score: -16161287.000000 Penalty: 1928.364502
	Iteration 0F: 2 clusters Score -1.616129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71124 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -16067638.000000 Penalty: 3856.729004
	Iteration 0F: 3 clusters Score -1.606764e+07 nChanged 68483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65639 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -16108552.000000 Penalty: 3856.729004
	Iteration 1F: 3 clusters Score -1.610855e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -16110263.000000 Penalty: 3856.729004
	Iteration 2Q: 3 clusters Score -1.611026e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -16112770.000000 Penalty: 3856.729004
	Iteration 3Q: 3 clusters Score -1.611277e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 90335 members 
Entering Unmasked Estep 
Score: -16116589.000000 Penalty: 3856.729004
	Iteration 4F: 3 clusters Score -1.611659e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 98177 members 
Entering Unmasked Estep 
Score: -16122823.000000 Penalty: 3856.729004
	Iteration 5F: 3 clusters Score -1.612282e+07 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 107345 members 
Entering Unmasked Estep 
Score: -16130686.000000 Penalty: 3856.729004
	Iteration 6F: 3 clusters Score -1.613069e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 116096 members 
Entering Unmasked Estep 
Score: -16139172.000000 Penalty: 3856.729004
	Iteration 7F: 3 clusters Score -1.613917e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 122902 members 
Entering Unmasked Estep 
Score: -16146325.000000 Penalty: 3856.729004
	Iteration 8F: 3 clusters Score -1.614632e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 127017 members 
Entering Unmasked Estep 
Score: -16150966.000000 Penalty: 3856.729004
	Iteration 9Q: 3 clusters Score -1.615097e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 129509 members 
Entering Unmasked Estep 
Score: -16153490.000000 Penalty: 3856.729004
	Iteration 10Q: 3 clusters Score -1.615349e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 131238 members 
Entering Unmasked Estep 
Score: -16154871.000000 Penalty: 3856.729004
	Iteration 11Q: 3 clusters Score -1.615487e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 132586 members 
Entering Unmasked Estep 
Score: -16155762.000000 Penalty: 3856.729004
	Iteration 12Q: 3 clusters Score -1.615576e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 133690 members 
Entering Unmasked Estep 
Score: -16156434.000000 Penalty: 3856.729004
	Iteration 13Q: 3 clusters Score -1.615643e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 134621 members 
Entering Unmasked Estep 
Score: -16156939.000000 Penalty: 3856.729004
	Iteration 14Q: 3 clusters Score -1.615694e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 135418 members 
Entering Unmasked Estep 
Score: -16157369.000000 Penalty: 3856.729004
	Iteration 15Q: 3 clusters Score -1.615737e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 136138 members 
Entering Unmasked Estep 
Score: -16157721.000000 Penalty: 3856.729004
	Iteration 16Q: 3 clusters Score -1.615772e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 136774 members 
Entering Unmasked Estep 
Score: -16158005.000000 Penalty: 3856.729004
	Iteration 17Q: 3 clusters Score -1.6158e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 137372 members 
Entering Unmasked Estep 
Score: -16158200.000000 Penalty: 3856.729004
	Iteration 18Q: 3 clusters Score -1.61582e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 137861 members 
Entering Unmasked Estep 
Score: -16158426.000000 Penalty: 3856.729004
	Iteration 19Q: 3 clusters Score -1.615843e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 138286 members 
Entering Unmasked Estep 
Score: -16158593.000000 Penalty: 3856.729004
	Iteration 20F: 3 clusters Score -1.615859e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 138675 members 
Entering Unmasked Estep 
Score: -16158783.000000 Penalty: 3856.729004
	Iteration 21Q: 3 clusters Score -1.615878e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 139028 members 
Entering Unmasked Estep 
Score: -16158945.000000 Penalty: 3856.729004
	Iteration 22Q: 3 clusters Score -1.615894e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 139318 members 
Entering Unmasked Estep 
Score: -16159098.000000 Penalty: 3856.729004
	Iteration 23Q: 3 clusters Score -1.61591e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 139587 members 
Entering Unmasked Estep 
Score: -16159134.000000 Penalty: 3856.729004
	Iteration 24Q: 3 clusters Score -1.615913e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 139829 members 
Entering Unmasked Estep 
Score: -16159206.000000 Penalty: 3856.729004
	Iteration 25Q: 3 clusters Score -1.615921e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 140056 members 
Entering Unmasked Estep 
Score: -16159291.000000 Penalty: 3856.729004
	Iteration 26Q: 3 clusters Score -1.615929e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 140258 members 
Entering Unmasked Estep 
Score: -16159368.000000 Penalty: 3856.729004
	Iteration 27Q: 3 clusters Score -1.615937e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 140437 members 
Entering Unmasked Estep 
Score: -16159451.000000 Penalty: 3856.729004
	Iteration 28Q: 3 clusters Score -1.615945e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 140590 members 
Entering Unmasked Estep 
Score: -16159494.000000 Penalty: 3856.729004
	Iteration 29Q: 3 clusters Score -1.615949e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 140734 members 
Entering Unmasked Estep 
Score: -16159553.000000 Penalty: 3856.729004
	Iteration 30Q: 3 clusters Score -1.615955e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 140860 members 
Entering Unmasked Estep 
Score: -16159596.000000 Penalty: 3856.729004
	Iteration 31Q: 3 clusters Score -1.61596e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 140967 members 
Entering Unmasked Estep 
Score: -16159601.000000 Penalty: 3856.729004
	Iteration 32Q: 3 clusters Score -1.61596e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 141060 members 
Entering Unmasked Estep 
Score: -16159653.000000 Penalty: 3856.729004
	Iteration 33Q: 3 clusters Score -1.615965e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 141159 members 
Entering Unmasked Estep 
Score: -16159669.000000 Penalty: 3856.729004
	Iteration 34Q: 3 clusters Score -1.615967e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 141230 members 
Entering Unmasked Estep 
Score: -16159688.000000 Penalty: 3856.729004
	Iteration 35Q: 3 clusters Score -1.615969e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 141306 members 
Entering Unmasked Estep 
Score: -16159703.000000 Penalty: 3856.729004
	Iteration 36Q: 3 clusters Score -1.61597e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 141378 members 
Entering Unmasked Estep 
Score: -16159709.000000 Penalty: 3856.729004
	Iteration 37Q: 3 clusters Score -1.615971e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 141438 members 
Entering Unmasked Estep 
Score: -16159731.000000 Penalty: 3856.729004
	Iteration 38Q: 3 clusters Score -1.615973e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 141492 members 
Entering Unmasked Estep 
Score: -16159743.000000 Penalty: 3856.729004
	Iteration 39Q: 3 clusters Score -1.615974e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 141536 members 
Entering Unmasked Estep 
Score: -16159760.000000 Penalty: 3856.729004
	Iteration 40F: 3 clusters Score -1.615976e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 141572 members 
Entering Unmasked Estep 
Score: -16159750.000000 Penalty: 3856.729004
	Iteration 41Q: 3 clusters Score -1.615975e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 141596 members 
Entering Unmasked Estep 
Score: -16159745.000000 Penalty: 3856.729004
	Iteration 42Q: 3 clusters Score -1.615974e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 141616 members 
Entering Unmasked Estep 
Score: -16159758.000000 Penalty: 3856.729004
	Iteration 43Q: 3 clusters Score -1.615976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 141630 members 
Entering Unmasked Estep 
Score: -16159757.000000 Penalty: 3856.729004
	Iteration 44Q: 3 clusters Score -1.615976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 141650 members 
Entering Unmasked Estep 
Score: -16159750.000000 Penalty: 3856.729004
	Iteration 45Q: 3 clusters Score -1.615975e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 141669 members 
Entering Unmasked Estep 
Score: -16159770.000000 Penalty: 3856.729004
	Iteration 46Q: 3 clusters Score -1.615977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 141681 members 
Entering Unmasked Estep 
Score: -16159760.000000 Penalty: 3856.729004
	Iteration 47Q: 3 clusters Score -1.615976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 141691 members 
Entering Unmasked Estep 
Score: -16159773.000000 Penalty: 3856.729004
	Iteration 48Q: 3 clusters Score -1.615977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 141704 members 
Entering Unmasked Estep 
Score: -16159766.000000 Penalty: 3856.729004
	Iteration 49Q: 3 clusters Score -1.615977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 141713 members 
Entering Unmasked Estep 
Score: -16159788.000000 Penalty: 3856.729004
	Iteration 50Q: 3 clusters Score -1.615979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 141718 members 
Entering Unmasked Estep 
Score: -16159782.000000 Penalty: 3856.729004
	Iteration 51Q: 3 clusters Score -1.615978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 141721 members 
Entering Unmasked Estep 
Score: -16159765.000000 Penalty: 3856.729004
	Iteration 52Q: 3 clusters Score -1.615976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 141726 members 
Entering Unmasked Estep 
Score: -16159760.000000 Penalty: 3856.729004
	Iteration 53Q: 3 clusters Score -1.615976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 141729 members 
Entering Unmasked Estep 
Score: -16159757.000000 Penalty: 3856.729004
	Iteration 54Q: 3 clusters Score -1.615976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 141733 members 
Entering Unmasked Estep 
Score: -16159759.000000 Penalty: 3856.729004
	Iteration 55Q: 3 clusters Score -1.615976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 141738 members 
Entering Unmasked Estep 
Score: -16159756.000000 Penalty: 3856.729004
	Iteration 56Q: 3 clusters Score -1.615976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 141745 members 
Entering Unmasked Estep 
Score: -16159776.000000 Penalty: 3856.729004
	Iteration 57Q: 3 clusters Score -1.615978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 141748 members 
Entering Unmasked Estep 
Score: -16159768.000000 Penalty: 3856.729004
	Iteration 58Q: 3 clusters Score -1.615977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 141752 members 
Entering Unmasked Estep 
Score: -16159757.000000 Penalty: 3856.729004
	Iteration 59Q: 3 clusters Score -1.615976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 141756 members 
Entering Unmasked Estep 
Score: -16159761.000000 Penalty: 3856.729004
	Iteration 60F: 3 clusters Score -1.615976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 141761 members 
Entering Unmasked Estep 
Score: -16159760.000000 Penalty: 3856.729004
	Iteration 61Q: 3 clusters Score -1.615976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 141765 members 
Entering Unmasked Estep 
Score: -16159760.000000 Penalty: 3856.729004
	Iteration 62Q: 3 clusters Score -1.615976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 141767 members 
Entering Unmasked Estep 
Score: -16159769.000000 Penalty: 3856.729004
	Iteration 63Q: 3 clusters Score -1.615977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 141770 members 
Entering Unmasked Estep 
Score: -16159773.000000 Penalty: 3856.729004
	Iteration 64Q: 3 clusters Score -1.615977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 141773 members 
Entering Unmasked Estep 
Score: -16159766.000000 Penalty: 3856.729004
	Iteration 65Q: 3 clusters Score -1.615977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 141780 members 
Entering Unmasked Estep 
Score: -16159772.000000 Penalty: 3856.729004
	Iteration 66Q: 3 clusters Score -1.615977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 141783 members 
Entering Unmasked Estep 
Score: -16159776.000000 Penalty: 3856.729004
	Iteration 67Q: 3 clusters Score -1.615978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 141786 members 
Entering Unmasked Estep 
Score: -16159773.000000 Penalty: 3856.729004
	Iteration 68Q: 3 clusters Score -1.615977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 141794 members 
Entering Unmasked Estep 
Score: -16159782.000000 Penalty: 3856.729004
	Iteration 69Q: 3 clusters Score -1.615978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 141799 members 
Entering Unmasked Estep 
Score: -16159774.000000 Penalty: 3856.729004
	Iteration 70Q: 3 clusters Score -1.615977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 141803 members 
Entering Unmasked Estep 
Score: -16159789.000000 Penalty: 3856.729004
	Iteration 71Q: 3 clusters Score -1.615979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 141805 members 
Entering Unmasked Estep 
Score: -16159782.000000 Penalty: 3856.729004
	Iteration 72Q: 3 clusters Score -1.615978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 141809 members 
Entering Unmasked Estep 
Score: -16159785.000000 Penalty: 3856.729004
	Iteration 73Q: 3 clusters Score -1.615978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 141811 members 
Entering Unmasked Estep 
Score: -16159787.000000 Penalty: 3856.729004
	Iteration 74Q: 3 clusters Score -1.615979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 141817 members 
Entering Unmasked Estep 
Score: -16159793.000000 Penalty: 3856.729004
	Iteration 75Q: 3 clusters Score -1.615979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 141822 members 
Entering Unmasked Estep 
Score: -16159792.000000 Penalty: 3856.729004
	Iteration 76Q: 3 clusters Score -1.615979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 141826 members 
Entering Unmasked Estep 
Score: -16159772.000000 Penalty: 3856.729004
	Iteration 77Q: 3 clusters Score -1.615977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 141830 members 
Entering Unmasked Estep 
Score: -16159780.000000 Penalty: 3856.729004
	Iteration 78Q: 3 clusters Score -1.615978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 141832 members 
Entering Unmasked Estep 
Score: -16159788.000000 Penalty: 3856.729004
	Iteration 79Q: 3 clusters Score -1.615979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 141834 members 
Entering Unmasked Estep 
Score: -16159788.000000 Penalty: 3856.729004
	Iteration 80F: 3 clusters Score -1.615979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 141836 members 
Entering Unmasked Estep 
Score: -16159790.000000 Penalty: 3856.729004
	Iteration 81Q: 3 clusters Score -1.615979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 141838 members 
Entering Unmasked Estep 
Score: -16159798.000000 Penalty: 3856.729004
	Iteration 82Q: 3 clusters Score -1.61598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 141840 members 
Entering Unmasked Estep 
Score: -16159788.000000 Penalty: 3856.729004
	Iteration 83Q: 3 clusters Score -1.615979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 141842 members 
Entering Unmasked Estep 
Score: -16159797.000000 Penalty: 3856.729004
	Iteration 84Q: 3 clusters Score -1.61598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 141843 members 
Entering Unmasked Estep 
Score: -16159786.000000 Penalty: 3856.729004
	Iteration 85Q: 3 clusters Score -1.615979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 141843 members 
Entering Unmasked Estep 
Score: -16159786.000000 Penalty: 3856.729004
	Iteration 86F: 3 clusters Score -1.615979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Entering Unmasked Estep 
Score: -8601146.000000 Penalty: 1822.120483
	Iteration 0F: 2 clusters Score -8601146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -8551714.000000 Penalty: 3644.240967
	Iteration 0F: 3 clusters Score -8551714 nChanged 35037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -8572394.000000 Penalty: 3644.240967
	Iteration 1F: 3 clusters Score -8572394 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -8573445.000000 Penalty: 3644.240967
	Iteration 2Q: 3 clusters Score -8573445 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -8575068.000000 Penalty: 3644.240967
	Iteration 3Q: 3 clusters Score -8575068 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -8577519.000000 Penalty: 3644.240967
	Iteration 4F: 3 clusters Score -8577519 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -8581315.000000 Penalty: 3644.240967
	Iteration 5F: 3 clusters Score -8581315 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -8586413.000000 Penalty: 3644.240967
	Iteration 6F: 3 clusters Score -8586413 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -8592288.000000 Penalty: 3644.240967
	Iteration 7F: 3 clusters Score -8592288 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -8596266.000000 Penalty: 3644.240967
	Iteration 8F: 3 clusters Score -8596266 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -8598008.000000 Penalty: 3644.240967
	Iteration 9Q: 3 clusters Score -8598008 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -8598845.000000 Penalty: 3644.240967
	Iteration 10Q: 3 clusters Score -8598845 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -8599278.000000 Penalty: 3644.240967
	Iteration 11Q: 3 clusters Score -8599278 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -8599573.000000 Penalty: 3644.240967
	Iteration 12Q: 3 clusters Score -8599573 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -8599716.000000 Penalty: 3644.240967
	Iteration 13Q: 3 clusters Score -8599716 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -8599765.000000 Penalty: 3644.240967
	Iteration 14Q: 3 clusters Score -8599765 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -8599802.000000 Penalty: 3644.240967
	Iteration 15Q: 3 clusters Score -8599802 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -8599819.000000 Penalty: 3644.240967
	Iteration 16Q: 3 clusters Score -8599819 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -8599828.000000 Penalty: 3644.240967
	Iteration 17Q: 3 clusters Score -8599828 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -8599831.000000 Penalty: 3644.240967
	Iteration 18Q: 3 clusters Score -8599831 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -8599831.000000 Penalty: 3644.240967
	Iteration 19Q: 3 clusters Score -8599831 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -8599831.000000 Penalty: 3644.240967
	Iteration 20F: 3 clusters Score -8599831 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -8599835.000000 Penalty: 3644.240967
	Iteration 21Q: 3 clusters Score -8599835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -8599835.000000 Penalty: 3644.240967
	Iteration 22Q: 3 clusters Score -8599835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -8599833.000000 Penalty: 3644.240967
	Iteration 23Q: 3 clusters Score -8599833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -8599839.000000 Penalty: 3644.240967
	Iteration 24Q: 3 clusters Score -8599839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -8599841.000000 Penalty: 3644.240967
	Iteration 25Q: 3 clusters Score -8599841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -8599840.000000 Penalty: 3644.240967
	Iteration 26Q: 3 clusters Score -8599840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -8599845.000000 Penalty: 3644.240967
	Iteration 27Q: 3 clusters Score -8599845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -8599840.000000 Penalty: 3644.240967
	Iteration 28Q: 3 clusters Score -8599840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -8599838.000000 Penalty: 3644.240967
	Iteration 29Q: 3 clusters Score -8599838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -8599842.000000 Penalty: 3644.240967
	Iteration 30Q: 3 clusters Score -8599842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -8599845.000000 Penalty: 3644.240967
	Iteration 31Q: 3 clusters Score -8599845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -8599835.000000 Penalty: 3644.240967
	Iteration 32Q: 3 clusters Score -8599835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -8599834.000000 Penalty: 3644.240967
	Iteration 33Q: 3 clusters Score -8599834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -8599837.000000 Penalty: 3644.240967
	Iteration 34Q: 3 clusters Score -8599837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -8599840.000000 Penalty: 3644.240967
	Iteration 35Q: 3 clusters Score -8599840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -8599842.000000 Penalty: 3644.240967
	Iteration 36Q: 3 clusters Score -8599842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -8599843.000000 Penalty: 3644.240967
	Iteration 37Q: 3 clusters Score -8599843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -8599843.000000 Penalty: 3644.240967
	Iteration 38F: 3 clusters Score -8599843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Entering Unmasked Estep 
Score: -921782.062500 Penalty: 1459.216553
	Iteration 0F: 2 clusters Score -921782.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -915964.125000 Penalty: 2918.433105
	Iteration 0F: 3 clusters Score -915964.1 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -917684.500000 Penalty: 2918.433105
	Iteration 1F: 3 clusters Score -917684.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -917920.937500 Penalty: 2918.433105
	Iteration 2F: 3 clusters Score -917920.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -918125.437500 Penalty: 2918.433105
	Iteration 3Q: 3 clusters Score -918125.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -918287.750000 Penalty: 2918.433105
	Iteration 4Q: 3 clusters Score -918287.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -918428.500000 Penalty: 2918.433105
	Iteration 5Q: 3 clusters Score -918428.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -918575.062500 Penalty: 2918.433105
	Iteration 6Q: 3 clusters Score -918575.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -918709.125000 Penalty: 2918.433105
	Iteration 7Q: 3 clusters Score -918709.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -918854.062500 Penalty: 2918.433105
	Iteration 8Q: 3 clusters Score -918854.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -919008.375000 Penalty: 2918.433105
	Iteration 9Q: 3 clusters Score -919008.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -919164.250000 Penalty: 2918.433105
	Iteration 10Q: 3 clusters Score -919164.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -919334.562500 Penalty: 2918.433105
	Iteration 11Q: 3 clusters Score -919334.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -919494.187500 Penalty: 2918.433105
	Iteration 12Q: 3 clusters Score -919494.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -919648.000000 Penalty: 2918.433105
	Iteration 13Q: 3 clusters Score -919648 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -919795.625000 Penalty: 2918.433105
	Iteration 14Q: 3 clusters Score -919795.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -919917.812500 Penalty: 2918.433105
	Iteration 15Q: 3 clusters Score -919917.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -920027.000000 Penalty: 2918.433105
	Iteration 16Q: 3 clusters Score -920027 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -920103.750000 Penalty: 2918.433105
	Iteration 17Q: 3 clusters Score -920103.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -920176.312500 Penalty: 2918.433105
	Iteration 18Q: 3 clusters Score -920176.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -920237.875000 Penalty: 2918.433105
	Iteration 19Q: 3 clusters Score -920237.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -920288.875000 Penalty: 2918.433105
	Iteration 20F: 3 clusters Score -920288.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -920351.000000 Penalty: 2918.433105
	Iteration 21Q: 3 clusters Score -920351 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -920391.812500 Penalty: 2918.433105
	Iteration 22Q: 3 clusters Score -920391.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -920426.000000 Penalty: 2918.433105
	Iteration 23Q: 3 clusters Score -920426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -920450.875000 Penalty: 2918.433105
	Iteration 24Q: 3 clusters Score -920450.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -920480.562500 Penalty: 2918.433105
	Iteration 25Q: 3 clusters Score -920480.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -920507.250000 Penalty: 2918.433105
	Iteration 26Q: 3 clusters Score -920507.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -920521.250000 Penalty: 2918.433105
	Iteration 27Q: 3 clusters Score -920521.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -920538.062500 Penalty: 2918.433105
	Iteration 28Q: 3 clusters Score -920538.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -920554.062500 Penalty: 2918.433105
	Iteration 29Q: 3 clusters Score -920554.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -920566.187500 Penalty: 2918.433105
	Iteration 30Q: 3 clusters Score -920566.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -920580.187500 Penalty: 2918.433105
	Iteration 31Q: 3 clusters Score -920580.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -920593.437500 Penalty: 2918.433105
	Iteration 32Q: 3 clusters Score -920593.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -920603.125000 Penalty: 2918.433105
	Iteration 33Q: 3 clusters Score -920603.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -920613.812500 Penalty: 2918.433105
	Iteration 34Q: 3 clusters Score -920613.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -920622.625000 Penalty: 2918.433105
	Iteration 35Q: 3 clusters Score -920622.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -920625.812500 Penalty: 2918.433105
	Iteration 36Q: 3 clusters Score -920625.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -920629.375000 Penalty: 2918.433105
	Iteration 37Q: 3 clusters Score -920629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -920631.125000 Penalty: 2918.433105
	Iteration 38Q: 3 clusters Score -920631.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -920631.500000 Penalty: 2918.433105
	Iteration 39Q: 3 clusters Score -920631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -920631.875000 Penalty: 2918.433105
	Iteration 40F: 3 clusters Score -920631.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -920634.625000 Penalty: 2918.433105
	Iteration 41Q: 3 clusters Score -920634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -920635.562500 Penalty: 2918.433105
	Iteration 42Q: 3 clusters Score -920635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -920638.062500 Penalty: 2918.433105
	Iteration 43Q: 3 clusters Score -920638.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -920640.687500 Penalty: 2918.433105
	Iteration 44Q: 3 clusters Score -920640.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -920640.750000 Penalty: 2918.433105
	Iteration 45Q: 3 clusters Score -920640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -920641.375000 Penalty: 2918.433105
	Iteration 46Q: 3 clusters Score -920641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -920643.437500 Penalty: 2918.433105
	Iteration 47Q: 3 clusters Score -920643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -920645.937500 Penalty: 2918.433105
	Iteration 48Q: 3 clusters Score -920645.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -920649.687500 Penalty: 2918.433105
	Iteration 49Q: 3 clusters Score -920649.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -920657.250000 Penalty: 2918.433105
	Iteration 50Q: 3 clusters Score -920657.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -920661.125000 Penalty: 2918.433105
	Iteration 51Q: 3 clusters Score -920661.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -920665.687500 Penalty: 2918.433105
	Iteration 52Q: 3 clusters Score -920665.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -920669.125000 Penalty: 2918.433105
	Iteration 53Q: 3 clusters Score -920669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -920671.687500 Penalty: 2918.433105
	Iteration 54Q: 3 clusters Score -920671.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -920672.750000 Penalty: 2918.433105
	Iteration 55Q: 3 clusters Score -920672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -920675.250000 Penalty: 2918.433105
	Iteration 56Q: 3 clusters Score -920675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -920675.750000 Penalty: 2918.433105
	Iteration 57Q: 3 clusters Score -920675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -920676.187500 Penalty: 2918.433105
	Iteration 58Q: 3 clusters Score -920676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -920678.312500 Penalty: 2918.433105
	Iteration 59Q: 3 clusters Score -920678.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -920680.375000 Penalty: 2918.433105
	Iteration 60F: 3 clusters Score -920680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -920681.062500 Penalty: 2918.433105
	Iteration 61Q: 3 clusters Score -920681.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -920685.375000 Penalty: 2918.433105
	Iteration 62Q: 3 clusters Score -920685.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -920685.375000 Penalty: 2918.433105
	Iteration 63F: 3 clusters Score -920685.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Entering Unmasked Estep 
Score: -5348401.500000 Penalty: 1746.857544
	Iteration 0F: 2 clusters Score -5348402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -5317196.500000 Penalty: 3493.715088
	Iteration 0F: 3 clusters Score -5317196 nChanged 21761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -5329416.000000 Penalty: 3493.715088
	Iteration 1F: 3 clusters Score -5329416 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -5329934.000000 Penalty: 3493.715088
	Iteration 2Q: 3 clusters Score -5329934 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -5330396.000000 Penalty: 3493.715088
	Iteration 3Q: 3 clusters Score -5330396 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -5330832.500000 Penalty: 3493.715088
	Iteration 4Q: 3 clusters Score -5330832 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -5331261.500000 Penalty: 3493.715088
	Iteration 5Q: 3 clusters Score -5331262 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -5331724.000000 Penalty: 3493.715088
	Iteration 6Q: 3 clusters Score -5331724 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -5332330.000000 Penalty: 3493.715088
	Iteration 7Q: 3 clusters Score -5332330 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -5333154.000000 Penalty: 3493.715088
	Iteration 8Q: 3 clusters Score -5333154 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -5334173.000000 Penalty: 3493.715088
	Iteration 9Q: 3 clusters Score -5334173 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -5335525.000000 Penalty: 3493.715088
	Iteration 10Q: 3 clusters Score -5335525 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -5337122.500000 Penalty: 3493.715088
	Iteration 11F: 3 clusters Score -5337122 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -5338627.000000 Penalty: 3493.715088
	Iteration 12F: 3 clusters Score -5338627 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -5339851.000000 Penalty: 3493.715088
	Iteration 13Q: 3 clusters Score -5339851 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -5340631.000000 Penalty: 3493.715088
	Iteration 14Q: 3 clusters Score -5340631 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -5341119.500000 Penalty: 3493.715088
	Iteration 15Q: 3 clusters Score -5341120 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -5341460.000000 Penalty: 3493.715088
	Iteration 16Q: 3 clusters Score -5341460 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -5341750.000000 Penalty: 3493.715088
	Iteration 17Q: 3 clusters Score -5341750 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -5342016.500000 Penalty: 3493.715088
	Iteration 18Q: 3 clusters Score -5342016 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -5342297.500000 Penalty: 3493.715088
	Iteration 19Q: 3 clusters Score -5342298 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -5342562.000000 Penalty: 3493.715088
	Iteration 20F: 3 clusters Score -5342562 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -5342880.500000 Penalty: 3493.715088
	Iteration 21Q: 3 clusters Score -5342880 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -5343147.000000 Penalty: 3493.715088
	Iteration 22Q: 3 clusters Score -5343147 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -5343458.000000 Penalty: 3493.715088
	Iteration 23Q: 3 clusters Score -5343458 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -5343827.500000 Penalty: 3493.715088
	Iteration 24Q: 3 clusters Score -5343828 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -5344176.500000 Penalty: 3493.715088
	Iteration 25Q: 3 clusters Score -5344176 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -5344540.000000 Penalty: 3493.715088
	Iteration 26Q: 3 clusters Score -5344540 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5344871.500000 Penalty: 3493.715088
	Iteration 27Q: 3 clusters Score -5344872 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -5345166.500000 Penalty: 3493.715088
	Iteration 28Q: 3 clusters Score -5345166 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -5345442.000000 Penalty: 3493.715088
	Iteration 29Q: 3 clusters Score -5345442 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -5345762.000000 Penalty: 3493.715088
	Iteration 30Q: 3 clusters Score -5345762 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -5346103.500000 Penalty: 3493.715088
	Iteration 31Q: 3 clusters Score -5346104 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -5346360.500000 Penalty: 3493.715088
	Iteration 32Q: 3 clusters Score -5346360 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -5346615.000000 Penalty: 3493.715088
	Iteration 33Q: 3 clusters Score -5346615 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -5346783.000000 Penalty: 3493.715088
	Iteration 34Q: 3 clusters Score -5346783 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -5346904.000000 Penalty: 3493.715088
	Iteration 35Q: 3 clusters Score -5346904 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -5347001.000000 Penalty: 3493.715088
	Iteration 36Q: 3 clusters Score -5347001 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -5347069.000000 Penalty: 3493.715088
	Iteration 37Q: 3 clusters Score -5347069 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -5347115.000000 Penalty: 3493.715088
	Iteration 38Q: 3 clusters Score -5347115 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -5347172.500000 Penalty: 3493.715088
	Iteration 39Q: 3 clusters Score -5347172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -5347203.000000 Penalty: 3493.715088
	Iteration 40F: 3 clusters Score -5347203 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -5347212.500000 Penalty: 3493.715088
	Iteration 41Q: 3 clusters Score -5347212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -5347221.000000 Penalty: 3493.715088
	Iteration 42Q: 3 clusters Score -5347221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -5347244.000000 Penalty: 3493.715088
	Iteration 43Q: 3 clusters Score -5347244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -5347251.000000 Penalty: 3493.715088
	Iteration 44Q: 3 clusters Score -5347251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -5347263.000000 Penalty: 3493.715088
	Iteration 45Q: 3 clusters Score -5347263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -5347271.000000 Penalty: 3493.715088
	Iteration 46Q: 3 clusters Score -5347271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -5347275.000000 Penalty: 3493.715088
	Iteration 47Q: 3 clusters Score -5347275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -5347277.500000 Penalty: 3493.715088
	Iteration 48Q: 3 clusters Score -5347278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -5347272.000000 Penalty: 3493.715088
	Iteration 49Q: 3 clusters Score -5347272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -5347272.500000 Penalty: 3493.715088
	Iteration 50Q: 3 clusters Score -5347272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -5347271.000000 Penalty: 3493.715088
	Iteration 51Q: 3 clusters Score -5347271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -5347278.500000 Penalty: 3493.715088
	Iteration 52Q: 3 clusters Score -5347278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -5347270.500000 Penalty: 3493.715088
	Iteration 53Q: 3 clusters Score -5347270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -5347272.000000 Penalty: 3493.715088
	Iteration 54Q: 3 clusters Score -5347272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -5347274.500000 Penalty: 3493.715088
	Iteration 55Q: 3 clusters Score -5347274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -5347271.500000 Penalty: 3493.715088
	Iteration 56Q: 3 clusters Score -5347272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -5347273.500000 Penalty: 3493.715088
	Iteration 57Q: 3 clusters Score -5347274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -5347275.500000 Penalty: 3493.715088
	Iteration 58Q: 3 clusters Score -5347276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -5347275.500000 Penalty: 3493.715088
	Iteration 59F: 3 clusters Score -5347276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -97410.726562 Penalty: 1115.876709
	Iteration 0F: 2 clusters Score -97410.73 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 481 members 
Entering Unmasked Estep 
Score: -96085.921875 Penalty: 2231.753418
	Iteration 0F: 3 clusters Score -96085.92 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -96424.304688 Penalty: 2231.753418
	Iteration 1F: 3 clusters Score -96424.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96529.359375 Penalty: 2231.753418
	Iteration 2F: 3 clusters Score -96529.36 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -96589.601562 Penalty: 2231.753418
	Iteration 3F: 3 clusters Score -96589.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96635.000000 Penalty: 2231.753418
	Iteration 4Q: 3 clusters Score -96635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96678.476562 Penalty: 2231.753418
	Iteration 5Q: 3 clusters Score -96678.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -96716.882812 Penalty: 2231.753418
	Iteration 6Q: 3 clusters Score -96716.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -96765.242188 Penalty: 2231.753418
	Iteration 7Q: 3 clusters Score -96765.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -96793.585938 Penalty: 2231.753418
	Iteration 8Q: 3 clusters Score -96793.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -96815.515625 Penalty: 2231.753418
	Iteration 9Q: 3 clusters Score -96815.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -96827.820312 Penalty: 2231.753418
	Iteration 10Q: 3 clusters Score -96827.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96836.406250 Penalty: 2231.753418
	Iteration 11Q: 3 clusters Score -96836.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96845.929688 Penalty: 2231.753418
	Iteration 12Q: 3 clusters Score -96845.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -96854.164062 Penalty: 2231.753418
	Iteration 13Q: 3 clusters Score -96854.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96858.632812 Penalty: 2231.753418
	Iteration 14Q: 3 clusters Score -96858.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -96865.046875 Penalty: 2231.753418
	Iteration 15Q: 3 clusters Score -96865.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -96866.445312 Penalty: 2231.753418
	Iteration 16Q: 3 clusters Score -96866.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -96869.250000 Penalty: 2231.753418
	Iteration 17F: 3 clusters Score -96869.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -96874.601562 Penalty: 2231.753418
	Iteration 18Q: 3 clusters Score -96874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -96878.867188 Penalty: 2231.753418
	Iteration 19Q: 3 clusters Score -96878.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -96883.250000 Penalty: 2231.753418
	Iteration 20F: 3 clusters Score -96883.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -96887.882812 Penalty: 2231.753418
	Iteration 21Q: 3 clusters Score -96887.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -96892.375000 Penalty: 2231.753418
	Iteration 22Q: 3 clusters Score -96892.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96898.617188 Penalty: 2231.753418
	Iteration 23Q: 3 clusters Score -96898.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96902.046875 Penalty: 2231.753418
	Iteration 24Q: 3 clusters Score -96902.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -96903.007812 Penalty: 2231.753418
	Iteration 25Q: 3 clusters Score -96903.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -96904.453125 Penalty: 2231.753418
	Iteration 26Q: 3 clusters Score -96904.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -96904.453125 Penalty: 2231.753418
	Iteration 27F: 3 clusters Score -96904.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Entering Unmasked Estep 
Score: -4304469.500000 Penalty: 1717.400879
	Iteration 0F: 2 clusters Score -4304470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -4278580.500000 Penalty: 3434.801758
	Iteration 0F: 3 clusters Score -4278580 nChanged 17978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -4288609.500000 Penalty: 3434.801758
	Iteration 1F: 3 clusters Score -4288610 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -4289113.500000 Penalty: 3434.801758
	Iteration 2Q: 3 clusters Score -4289114 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -4289734.500000 Penalty: 3434.801758
	Iteration 3Q: 3 clusters Score -4289734 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4290536.000000 Penalty: 3434.801758
	Iteration 4Q: 3 clusters Score -4290536 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -4291657.500000 Penalty: 3434.801758
	Iteration 5F: 3 clusters Score -4291658 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -4293069.000000 Penalty: 3434.801758
	Iteration 6F: 3 clusters Score -4293069 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -4294633.000000 Penalty: 3434.801758
	Iteration 7F: 3 clusters Score -4294633 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -4296067.500000 Penalty: 3434.801758
	Iteration 8F: 3 clusters Score -4296068 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -4297151.500000 Penalty: 3434.801758
	Iteration 9Q: 3 clusters Score -4297152 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -4297892.000000 Penalty: 3434.801758
	Iteration 10Q: 3 clusters Score -4297892 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -4298465.500000 Penalty: 3434.801758
	Iteration 11Q: 3 clusters Score -4298466 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -4299092.000000 Penalty: 3434.801758
	Iteration 12Q: 3 clusters Score -4299092 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -4299696.000000 Penalty: 3434.801758
	Iteration 13Q: 3 clusters Score -4299696 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4300513.500000 Penalty: 3434.801758
	Iteration 14Q: 3 clusters Score -4300514 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4301424.000000 Penalty: 3434.801758
	Iteration 15Q: 3 clusters Score -4301424 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4302186.500000 Penalty: 3434.801758
	Iteration 16Q: 3 clusters Score -4302186 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4302638.500000 Penalty: 3434.801758
	Iteration 17Q: 3 clusters Score -4302638 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4302863.000000 Penalty: 3434.801758
	Iteration 18Q: 3 clusters Score -4302863 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4302957.000000 Penalty: 3434.801758
	Iteration 19Q: 3 clusters Score -4302957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4303011.000000 Penalty: 3434.801758
	Iteration 20F: 3 clusters Score -4303011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4303044.500000 Penalty: 3434.801758
	Iteration 21Q: 3 clusters Score -4303044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4303046.000000 Penalty: 3434.801758
	Iteration 22Q: 3 clusters Score -4303046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4303058.500000 Penalty: 3434.801758
	Iteration 23Q: 3 clusters Score -4303058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4303058.500000 Penalty: 3434.801758
	Iteration 24F: 3 clusters Score -4303058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Entering Unmasked Estep 
Score: -2135924.000000 Penalty: 1596.762085
	Iteration 0F: 2 clusters Score -2135924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2123366.000000 Penalty: 3193.524170
	Iteration 0F: 3 clusters Score -2123366 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2127702.750000 Penalty: 3193.524170
	Iteration 1F: 3 clusters Score -2127703 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2128013.250000 Penalty: 3193.524170
	Iteration 2Q: 3 clusters Score -2128013 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2128311.000000 Penalty: 3193.524170
	Iteration 3Q: 3 clusters Score -2128311 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2128638.250000 Penalty: 3193.524170
	Iteration 4Q: 3 clusters Score -2128638 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2129097.750000 Penalty: 3193.524170
	Iteration 5Q: 3 clusters Score -2129098 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2129742.250000 Penalty: 3193.524170
	Iteration 6F: 3 clusters Score -2129742 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2130565.250000 Penalty: 3193.524170
	Iteration 7F: 3 clusters Score -2130565 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2131617.250000 Penalty: 3193.524170
	Iteration 8F: 3 clusters Score -2131617 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2132582.000000 Penalty: 3193.524170
	Iteration 9F: 3 clusters Score -2132582 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2133360.250000 Penalty: 3193.524170
	Iteration 10Q: 3 clusters Score -2133360 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2133892.250000 Penalty: 3193.524170
	Iteration 11Q: 3 clusters Score -2133892 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2134214.750000 Penalty: 3193.524170
	Iteration 12Q: 3 clusters Score -2134215 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2134407.500000 Penalty: 3193.524170
	Iteration 13Q: 3 clusters Score -2134408 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2134505.000000 Penalty: 3193.524170
	Iteration 14Q: 3 clusters Score -2134505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2134553.250000 Penalty: 3193.524170
	Iteration 15Q: 3 clusters Score -2134553 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2134573.750000 Penalty: 3193.524170
	Iteration 16Q: 3 clusters Score -2134574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2134595.750000 Penalty: 3193.524170
	Iteration 17Q: 3 clusters Score -2134596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2134609.000000 Penalty: 3193.524170
	Iteration 18Q: 3 clusters Score -2134609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2134612.500000 Penalty: 3193.524170
	Iteration 19Q: 3 clusters Score -2134612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2134619.750000 Penalty: 3193.524170
	Iteration 20F: 3 clusters Score -2134620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2134624.750000 Penalty: 3193.524170
	Iteration 21Q: 3 clusters Score -2134625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2134630.750000 Penalty: 3193.524170
	Iteration 22Q: 3 clusters Score -2134631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2134631.000000 Penalty: 3193.524170
	Iteration 23Q: 3 clusters Score -2134631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2134634.000000 Penalty: 3193.524170
	Iteration 24Q: 3 clusters Score -2134634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2134634.750000 Penalty: 3193.524170
	Iteration 25Q: 3 clusters Score -2134635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2134642.000000 Penalty: 3193.524170
	Iteration 26Q: 3 clusters Score -2134642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2134648.250000 Penalty: 3193.524170
	Iteration 27Q: 3 clusters Score -2134648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2134652.500000 Penalty: 3193.524170
	Iteration 28Q: 3 clusters Score -2134652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2134658.500000 Penalty: 3193.524170
	Iteration 29Q: 3 clusters Score -2134658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2134661.000000 Penalty: 3193.524170
	Iteration 30Q: 3 clusters Score -2134661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2134662.250000 Penalty: 3193.524170
	Iteration 31Q: 3 clusters Score -2134662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2134663.000000 Penalty: 3193.524170
	Iteration 32Q: 3 clusters Score -2134663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2134665.500000 Penalty: 3193.524170
	Iteration 33Q: 3 clusters Score -2134666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2134670.250000 Penalty: 3193.524170
	Iteration 34Q: 3 clusters Score -2134670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2134673.500000 Penalty: 3193.524170
	Iteration 35Q: 3 clusters Score -2134674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2134674.000000 Penalty: 3193.524170
	Iteration 36Q: 3 clusters Score -2134674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2134678.000000 Penalty: 3193.524170
	Iteration 37Q: 3 clusters Score -2134678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2134680.750000 Penalty: 3193.524170
	Iteration 38Q: 3 clusters Score -2134681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2134681.250000 Penalty: 3193.524170
	Iteration 39Q: 3 clusters Score -2134681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2134684.750000 Penalty: 3193.524170
	Iteration 40F: 3 clusters Score -2134685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2134683.250000 Penalty: 3193.524170
	Iteration 41Q: 3 clusters Score -2134683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2134683.250000 Penalty: 3193.524170
	Iteration 42F: 3 clusters Score -2134683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -425933.781250 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -425933.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -422733.343750 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -422733.3 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -423624.937500 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -423624.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -423810.406250 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -423810.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -423916.500000 Penalty: 2675.716064
	Iteration 3F: 3 clusters Score -423916.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -423976.531250 Penalty: 2675.716064
	Iteration 4Q: 3 clusters Score -423976.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -424031.718750 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -424031.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -424089.062500 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -424089.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -424157.437500 Penalty: 2675.716064
	Iteration 7Q: 3 clusters Score -424157.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -424214.968750 Penalty: 2675.716064
	Iteration 8Q: 3 clusters Score -424215 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -424254.531250 Penalty: 2675.716064
	Iteration 9Q: 3 clusters Score -424254.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -424282.937500 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -424282.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -424306.593750 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -424306.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -424324.125000 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -424324.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -424337.437500 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -424337.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -424354.718750 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -424354.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -424373.625000 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -424373.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -424394.687500 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -424394.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -424415.093750 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -424415.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -424440.906250 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -424440.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -424466.062500 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -424466.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -424484.718750 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -424484.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -424508.812500 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -424508.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -424537.031250 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -424537 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -424564.968750 Penalty: 2675.716064
	Iteration 23Q: 3 clusters Score -424565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -424588.593750 Penalty: 2675.716064
	Iteration 24Q: 3 clusters Score -424588.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -424607.406250 Penalty: 2675.716064
	Iteration 25Q: 3 clusters Score -424607.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -424632.562500 Penalty: 2675.716064
	Iteration 26Q: 3 clusters Score -424632.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -424676.031250 Penalty: 2675.716064
	Iteration 27Q: 3 clusters Score -424676 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -424724.781250 Penalty: 2675.716064
	Iteration 28Q: 3 clusters Score -424724.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -424771.937500 Penalty: 2675.716064
	Iteration 29Q: 3 clusters Score -424771.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -424824.218750 Penalty: 2675.716064
	Iteration 30Q: 3 clusters Score -424824.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -424875.125000 Penalty: 2675.716064
	Iteration 31Q: 3 clusters Score -424875.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -424926.406250 Penalty: 2675.716064
	Iteration 32Q: 3 clusters Score -424926.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -424963.875000 Penalty: 2675.716064
	Iteration 33Q: 3 clusters Score -424963.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -424986.625000 Penalty: 2675.716064
	Iteration 34Q: 3 clusters Score -424986.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -425001.093750 Penalty: 2675.716064
	Iteration 35Q: 3 clusters Score -425001.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -425018.656250 Penalty: 2675.716064
	Iteration 36Q: 3 clusters Score -425018.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -425032.062500 Penalty: 2675.716064
	Iteration 37Q: 3 clusters Score -425032.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -425041.875000 Penalty: 2675.716064
	Iteration 38Q: 3 clusters Score -425041.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -425045.593750 Penalty: 2675.716064
	Iteration 39Q: 3 clusters Score -425045.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -425048.000000 Penalty: 2675.716064
	Iteration 40F: 3 clusters Score -425048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -425050.218750 Penalty: 2675.716064
	Iteration 41Q: 3 clusters Score -425050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -425053.125000 Penalty: 2675.716064
	Iteration 42Q: 3 clusters Score -425053.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -425054.187500 Penalty: 2675.716064
	Iteration 43Q: 3 clusters Score -425054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -425054.187500 Penalty: 2675.716064
	Iteration 44F: 3 clusters Score -425054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (89536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89536 members 
Entering Unmasked Estep 
Score: -10338596.000000 Penalty: 1852.889404
	Iteration 0F: 2 clusters Score -1.03386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -10279398.000000 Penalty: 3705.778809
	Iteration 0F: 3 clusters Score -1.02794e+07 nChanged 42774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -10304027.000000 Penalty: 3705.778809
	Iteration 1F: 3 clusters Score -1.030403e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -10304519.000000 Penalty: 3705.778809
	Iteration 2Q: 3 clusters Score -1.030452e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -10305038.000000 Penalty: 3705.778809
	Iteration 3Q: 3 clusters Score -1.030504e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -10305679.000000 Penalty: 3705.778809
	Iteration 4Q: 3 clusters Score -1.030568e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -10306424.000000 Penalty: 3705.778809
	Iteration 5Q: 3 clusters Score -1.030642e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -10307408.000000 Penalty: 3705.778809
	Iteration 6Q: 3 clusters Score -1.030741e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -10308910.000000 Penalty: 3705.778809
	Iteration 7Q: 3 clusters Score -1.030891e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -10311054.000000 Penalty: 3705.778809
	Iteration 8Q: 3 clusters Score -1.031105e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -10313925.000000 Penalty: 3705.778809
	Iteration 9F: 3 clusters Score -1.031392e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -10317848.000000 Penalty: 3705.778809
	Iteration 10F: 3 clusters Score -1.031785e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70500 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -10322287.000000 Penalty: 3705.778809
	Iteration 11F: 3 clusters Score -1.032229e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -10326764.000000 Penalty: 3705.778809
	Iteration 12F: 3 clusters Score -1.032676e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -10330269.000000 Penalty: 3705.778809
	Iteration 13Q: 3 clusters Score -1.033027e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -10332649.000000 Penalty: 3705.778809
	Iteration 14Q: 3 clusters Score -1.033265e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84196 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -10334291.000000 Penalty: 3705.778809
	Iteration 15Q: 3 clusters Score -1.033429e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -10335235.000000 Penalty: 3705.778809
	Iteration 16Q: 3 clusters Score -1.033524e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -10335755.000000 Penalty: 3705.778809
	Iteration 17Q: 3 clusters Score -1.033576e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86740 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -10336076.000000 Penalty: 3705.778809
	Iteration 18Q: 3 clusters Score -1.033608e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -10336315.000000 Penalty: 3705.778809
	Iteration 19Q: 3 clusters Score -1.033632e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87536 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -10336473.000000 Penalty: 3705.778809
	Iteration 20F: 3 clusters Score -1.033647e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -10336571.000000 Penalty: 3705.778809
	Iteration 21Q: 3 clusters Score -1.033657e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88016 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -10336655.000000 Penalty: 3705.778809
	Iteration 22Q: 3 clusters Score -1.033666e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -10336728.000000 Penalty: 3705.778809
	Iteration 23Q: 3 clusters Score -1.033673e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88356 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10336781.000000 Penalty: 3705.778809
	Iteration 24Q: 3 clusters Score -1.033678e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88468 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -10336846.000000 Penalty: 3705.778809
	Iteration 25Q: 3 clusters Score -1.033685e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88560 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10336878.000000 Penalty: 3705.778809
	Iteration 26Q: 3 clusters Score -1.033688e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88636 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10336906.000000 Penalty: 3705.778809
	Iteration 27Q: 3 clusters Score -1.033691e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88691 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -10336935.000000 Penalty: 3705.778809
	Iteration 28Q: 3 clusters Score -1.033694e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88728 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10336948.000000 Penalty: 3705.778809
	Iteration 29Q: 3 clusters Score -1.033695e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10336971.000000 Penalty: 3705.778809
	Iteration 30Q: 3 clusters Score -1.033697e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10336984.000000 Penalty: 3705.778809
	Iteration 31Q: 3 clusters Score -1.033698e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10336989.000000 Penalty: 3705.778809
	Iteration 32Q: 3 clusters Score -1.033699e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88841 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10337001.000000 Penalty: 3705.778809
	Iteration 33Q: 3 clusters Score -1.0337e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88856 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10337011.000000 Penalty: 3705.778809
	Iteration 34Q: 3 clusters Score -1.033701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -10337021.000000 Penalty: 3705.778809
	Iteration 35Q: 3 clusters Score -1.033702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10337018.000000 Penalty: 3705.778809
	Iteration 36Q: 3 clusters Score -1.033702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10337019.000000 Penalty: 3705.778809
	Iteration 37Q: 3 clusters Score -1.033702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10337019.000000 Penalty: 3705.778809
	Iteration 38Q: 3 clusters Score -1.033702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -10337028.000000 Penalty: 3705.778809
	Iteration 39Q: 3 clusters Score -1.033703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10337024.000000 Penalty: 3705.778809
	Iteration 40F: 3 clusters Score -1.033702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10337027.000000 Penalty: 3705.778809
	Iteration 41Q: 3 clusters Score -1.033703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88935 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10337030.000000 Penalty: 3705.778809
	Iteration 42Q: 3 clusters Score -1.033703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10337030.000000 Penalty: 3705.778809
	Iteration 43Q: 3 clusters Score -1.033703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10337033.000000 Penalty: 3705.778809
	Iteration 44Q: 3 clusters Score -1.033703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10337026.000000 Penalty: 3705.778809
	Iteration 45Q: 3 clusters Score -1.033703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10337025.000000 Penalty: 3705.778809
	Iteration 46Q: 3 clusters Score -1.033702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10337035.000000 Penalty: 3705.778809
	Iteration 47Q: 3 clusters Score -1.033704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10337033.000000 Penalty: 3705.778809
	Iteration 48Q: 3 clusters Score -1.033703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10337033.000000 Penalty: 3705.778809
	Iteration 49Q: 3 clusters Score -1.033703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88967 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10337033.000000 Penalty: 3705.778809
	Iteration 50Q: 3 clusters Score -1.033703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88967 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10337033.000000 Penalty: 3705.778809
	Iteration 51F: 3 clusters Score -1.033703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Entering Unmasked Estep 
Score: -1193935.625000 Penalty: 1504.221313
	Iteration 0F: 2 clusters Score -1193936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1186448.375000 Penalty: 3008.442627
	Iteration 0F: 3 clusters Score -1186448 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1188887.250000 Penalty: 3008.442627
	Iteration 1F: 3 clusters Score -1188887 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1189113.500000 Penalty: 3008.442627
	Iteration 2F: 3 clusters Score -1189114 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1189284.000000 Penalty: 3008.442627
	Iteration 3Q: 3 clusters Score -1189284 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1189428.750000 Penalty: 3008.442627
	Iteration 4Q: 3 clusters Score -1189429 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1189534.625000 Penalty: 3008.442627
	Iteration 5Q: 3 clusters Score -1189535 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1189625.250000 Penalty: 3008.442627
	Iteration 6Q: 3 clusters Score -1189625 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1189725.000000 Penalty: 3008.442627
	Iteration 7Q: 3 clusters Score -1189725 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1189825.500000 Penalty: 3008.442627
	Iteration 8Q: 3 clusters Score -1189826 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1189949.375000 Penalty: 3008.442627
	Iteration 9Q: 3 clusters Score -1189949 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1190133.625000 Penalty: 3008.442627
	Iteration 10Q: 3 clusters Score -1190134 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1190396.500000 Penalty: 3008.442627
	Iteration 11Q: 3 clusters Score -1190396 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1190792.750000 Penalty: 3008.442627
	Iteration 12Q: 3 clusters Score -1190793 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1191272.500000 Penalty: 3008.442627
	Iteration 13F: 3 clusters Score -1191272 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1191700.500000 Penalty: 3008.442627
	Iteration 14F: 3 clusters Score -1191700 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1192032.625000 Penalty: 3008.442627
	Iteration 15Q: 3 clusters Score -1192033 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1192258.625000 Penalty: 3008.442627
	Iteration 16Q: 3 clusters Score -1192259 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1192389.250000 Penalty: 3008.442627
	Iteration 17Q: 3 clusters Score -1192389 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1192458.500000 Penalty: 3008.442627
	Iteration 18Q: 3 clusters Score -1192458 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1192500.250000 Penalty: 3008.442627
	Iteration 19Q: 3 clusters Score -1192500 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1192519.625000 Penalty: 3008.442627
	Iteration 20F: 3 clusters Score -1192520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1192530.750000 Penalty: 3008.442627
	Iteration 21Q: 3 clusters Score -1192531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1192541.875000 Penalty: 3008.442627
	Iteration 22Q: 3 clusters Score -1192542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1192545.750000 Penalty: 3008.442627
	Iteration 23Q: 3 clusters Score -1192546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1192549.375000 Penalty: 3008.442627
	Iteration 24Q: 3 clusters Score -1192549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1192553.000000 Penalty: 3008.442627
	Iteration 25Q: 3 clusters Score -1192553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1192553.250000 Penalty: 3008.442627
	Iteration 26Q: 3 clusters Score -1192553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1192554.500000 Penalty: 3008.442627
	Iteration 27Q: 3 clusters Score -1192554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1192557.000000 Penalty: 3008.442627
	Iteration 28Q: 3 clusters Score -1192557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1192556.125000 Penalty: 3008.442627
	Iteration 29Q: 3 clusters Score -1192556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1192559.250000 Penalty: 3008.442627
	Iteration 30Q: 3 clusters Score -1192559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1192557.375000 Penalty: 3008.442627
	Iteration 31Q: 3 clusters Score -1192557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1192558.375000 Penalty: 3008.442627
	Iteration 32Q: 3 clusters Score -1192558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1192557.875000 Penalty: 3008.442627
	Iteration 33Q: 3 clusters Score -1192558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1192556.625000 Penalty: 3008.442627
	Iteration 34Q: 3 clusters Score -1192557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1192557.375000 Penalty: 3008.442627
	Iteration 35Q: 3 clusters Score -1192557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1192557.625000 Penalty: 3008.442627
	Iteration 36Q: 3 clusters Score -1192558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1192556.625000 Penalty: 3008.442627
	Iteration 37Q: 3 clusters Score -1192557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1192556.625000 Penalty: 3008.442627
	Iteration 38F: 3 clusters Score -1192557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Entering Unmasked Estep 
Score: -332691.031250 Penalty: 1305.469482
	Iteration 0F: 2 clusters Score -332691 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 1544 members 
Entering Unmasked Estep 
Score: -329890.375000 Penalty: 2610.938965
	Iteration 0F: 3 clusters Score -329890.4 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -330541.437500 Penalty: 2610.938965
	Iteration 1F: 3 clusters Score -330541.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -330698.187500 Penalty: 2610.938965
	Iteration 2F: 3 clusters Score -330698.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -330807.125000 Penalty: 2610.938965
	Iteration 3F: 3 clusters Score -330807.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -330883.062500 Penalty: 2610.938965
	Iteration 4Q: 3 clusters Score -330883.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -330956.500000 Penalty: 2610.938965
	Iteration 5Q: 3 clusters Score -330956.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -331048.562500 Penalty: 2610.938965
	Iteration 6Q: 3 clusters Score -331048.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -331181.156250 Penalty: 2610.938965
	Iteration 7Q: 3 clusters Score -331181.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -331345.937500 Penalty: 2610.938965
	Iteration 8Q: 3 clusters Score -331345.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -331550.468750 Penalty: 2610.938965
	Iteration 9F: 3 clusters Score -331550.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -331853.968750 Penalty: 2610.938965
	Iteration 10F: 3 clusters Score -331854 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -332115.031250 Penalty: 2610.938965
	Iteration 11F: 3 clusters Score -332115 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -332306.968750 Penalty: 2610.938965
	Iteration 12F: 3 clusters Score -332307 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -332417.437500 Penalty: 2610.938965
	Iteration 13Q: 3 clusters Score -332417.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -332481.375000 Penalty: 2610.938965
	Iteration 14Q: 3 clusters Score -332481.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -332525.062500 Penalty: 2610.938965
	Iteration 15Q: 3 clusters Score -332525.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -332544.250000 Penalty: 2610.938965
	Iteration 16Q: 3 clusters Score -332544.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -332558.937500 Penalty: 2610.938965
	Iteration 17Q: 3 clusters Score -332558.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -332567.218750 Penalty: 2610.938965
	Iteration 18Q: 3 clusters Score -332567.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -332572.312500 Penalty: 2610.938965
	Iteration 19Q: 3 clusters Score -332572.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -332578.968750 Penalty: 2610.938965
	Iteration 20F: 3 clusters Score -332579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -332584.531250 Penalty: 2610.938965
	Iteration 21Q: 3 clusters Score -332584.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -332585.531250 Penalty: 2610.938965
	Iteration 22Q: 3 clusters Score -332585.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -332585.531250 Penalty: 2610.938965
	Iteration 23F: 3 clusters Score -332585.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -360764.312500 Penalty: 1319.981812
	Iteration 0F: 2 clusters Score -360764.3 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 1705 members 
Entering Unmasked Estep 
Score: -357874.656250 Penalty: 2639.963623
	Iteration 0F: 3 clusters Score -357874.7 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -358807.968750 Penalty: 2639.963623
	Iteration 1F: 3 clusters Score -358808 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -359320.531250 Penalty: 2639.963623
	Iteration 2F: 3 clusters Score -359320.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -359780.468750 Penalty: 2639.963623
	Iteration 3F: 3 clusters Score -359780.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -360059.093750 Penalty: 2639.963623
	Iteration 4F: 3 clusters Score -360059.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -360235.968750 Penalty: 2639.963623
	Iteration 5F: 3 clusters Score -360236 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -360346.687500 Penalty: 2639.963623
	Iteration 6Q: 3 clusters Score -360346.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -360411.906250 Penalty: 2639.963623
	Iteration 7Q: 3 clusters Score -360411.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -360448.531250 Penalty: 2639.963623
	Iteration 8Q: 3 clusters Score -360448.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -360468.468750 Penalty: 2639.963623
	Iteration 9Q: 3 clusters Score -360468.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -360482.750000 Penalty: 2639.963623
	Iteration 10Q: 3 clusters Score -360482.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -360497.250000 Penalty: 2639.963623
	Iteration 11Q: 3 clusters Score -360497.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -360511.156250 Penalty: 2639.963623
	Iteration 12Q: 3 clusters Score -360511.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -360538.781250 Penalty: 2639.963623
	Iteration 13Q: 3 clusters Score -360538.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -360572.218750 Penalty: 2639.963623
	Iteration 14Q: 3 clusters Score -360572.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -360588.906250 Penalty: 2639.963623
	Iteration 15Q: 3 clusters Score -360588.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -360594.750000 Penalty: 2639.963623
	Iteration 16Q: 3 clusters Score -360594.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -360598.437500 Penalty: 2639.963623
	Iteration 17Q: 3 clusters Score -360598.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -360601.375000 Penalty: 2639.963623
	Iteration 18Q: 3 clusters Score -360601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -360602.312500 Penalty: 2639.963623
	Iteration 19Q: 3 clusters Score -360602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -360602.437500 Penalty: 2639.963623
	Iteration 20F: 3 clusters Score -360602.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -360602.562500 Penalty: 2639.963623
	Iteration 21Q: 3 clusters Score -360602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -360602.562500 Penalty: 2639.963623
	Iteration 22F: 3 clusters Score -360602.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Entering Unmasked Estep 
Score: -457581.187500 Penalty: 1345.327148
	Iteration 0F: 2 clusters Score -457581.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -454237.125000 Penalty: 2690.654297
	Iteration 0F: 3 clusters Score -454237.1 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -455111.375000 Penalty: 2690.654297
	Iteration 1F: 3 clusters Score -455111.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -455275.812500 Penalty: 2690.654297
	Iteration 2F: 3 clusters Score -455275.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -455375.718750 Penalty: 2690.654297
	Iteration 3F: 3 clusters Score -455375.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -455446.281250 Penalty: 2690.654297
	Iteration 4Q: 3 clusters Score -455446.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -455501.625000 Penalty: 2690.654297
	Iteration 5Q: 3 clusters Score -455501.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -455558.250000 Penalty: 2690.654297
	Iteration 6Q: 3 clusters Score -455558.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -455620.750000 Penalty: 2690.654297
	Iteration 7Q: 3 clusters Score -455620.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -455679.406250 Penalty: 2690.654297
	Iteration 8Q: 3 clusters Score -455679.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -455744.781250 Penalty: 2690.654297
	Iteration 9Q: 3 clusters Score -455744.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -455822.187500 Penalty: 2690.654297
	Iteration 10Q: 3 clusters Score -455822.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -455921.437500 Penalty: 2690.654297
	Iteration 11Q: 3 clusters Score -455921.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -456021.312500 Penalty: 2690.654297
	Iteration 12Q: 3 clusters Score -456021.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -456136.500000 Penalty: 2690.654297
	Iteration 13Q: 3 clusters Score -456136.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -456233.812500 Penalty: 2690.654297
	Iteration 14Q: 3 clusters Score -456233.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -456322.906250 Penalty: 2690.654297
	Iteration 15Q: 3 clusters Score -456322.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -456370.156250 Penalty: 2690.654297
	Iteration 16Q: 3 clusters Score -456370.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -456396.625000 Penalty: 2690.654297
	Iteration 17Q: 3 clusters Score -456396.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -456417.437500 Penalty: 2690.654297
	Iteration 18Q: 3 clusters Score -456417.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -456429.750000 Penalty: 2690.654297
	Iteration 19Q: 3 clusters Score -456429.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -456439.687500 Penalty: 2690.654297
	Iteration 20F: 3 clusters Score -456439.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -456451.750000 Penalty: 2690.654297
	Iteration 21Q: 3 clusters Score -456451.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -456461.906250 Penalty: 2690.654297
	Iteration 22Q: 3 clusters Score -456461.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -456471.031250 Penalty: 2690.654297
	Iteration 23Q: 3 clusters Score -456471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -456479.187500 Penalty: 2690.654297
	Iteration 24Q: 3 clusters Score -456479.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -456484.031250 Penalty: 2690.654297
	Iteration 25Q: 3 clusters Score -456484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -456490.187500 Penalty: 2690.654297
	Iteration 26Q: 3 clusters Score -456490.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -456497.843750 Penalty: 2690.654297
	Iteration 27Q: 3 clusters Score -456497.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -456509.156250 Penalty: 2690.654297
	Iteration 28Q: 3 clusters Score -456509.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -456517.562500 Penalty: 2690.654297
	Iteration 29Q: 3 clusters Score -456517.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -456523.687500 Penalty: 2690.654297
	Iteration 30Q: 3 clusters Score -456523.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -456528.781250 Penalty: 2690.654297
	Iteration 31Q: 3 clusters Score -456528.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -456533.718750 Penalty: 2690.654297
	Iteration 32Q: 3 clusters Score -456533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -456534.375000 Penalty: 2690.654297
	Iteration 33Q: 3 clusters Score -456534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -456534.843750 Penalty: 2690.654297
	Iteration 34Q: 3 clusters Score -456534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -456536.531250 Penalty: 2690.654297
	Iteration 35Q: 3 clusters Score -456536.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -456537.437500 Penalty: 2690.654297
	Iteration 36Q: 3 clusters Score -456537.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -456539.656250 Penalty: 2690.654297
	Iteration 37Q: 3 clusters Score -456539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -456540.156250 Penalty: 2690.654297
	Iteration 38Q: 3 clusters Score -456540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -456540.406250 Penalty: 2690.654297
	Iteration 39Q: 3 clusters Score -456540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -456540.812500 Penalty: 2690.654297
	Iteration 40F: 3 clusters Score -456540.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (152354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152354 members 
Entering Unmasked Estep 
Score: -17224340.000000 Penalty: 1939.268799
	Iteration 0F: 2 clusters Score -1.722434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 75907 members 
Entering Unmasked Estep 
Score: -17124458.000000 Penalty: 3878.537598
	Iteration 0F: 3 clusters Score -1.712446e+07 nChanged 73339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 71522 members 
Entering Unmasked Estep 
Score: -17167302.000000 Penalty: 3878.537598
	Iteration 1F: 3 clusters Score -1.71673e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83785 members 
Mstep: Class 2 contains 68569 members 
Entering Unmasked Estep 
Score: -17169200.000000 Penalty: 3878.537598
	Iteration 2Q: 3 clusters Score -1.71692e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -17171712.000000 Penalty: 3878.537598
	Iteration 3Q: 3 clusters Score -1.717171e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -17175696.000000 Penalty: 3878.537598
	Iteration 4F: 3 clusters Score -1.71757e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104740 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -17182256.000000 Penalty: 3878.537598
	Iteration 5F: 3 clusters Score -1.718226e+07 nChanged 12191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116699 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -17191600.000000 Penalty: 3878.537598
	Iteration 6F: 3 clusters Score -1.71916e+07 nChanged 13116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129761 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -17203270.000000 Penalty: 3878.537598
	Iteration 7F: 3 clusters Score -1.720327e+07 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141065 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -17213932.000000 Penalty: 3878.537598
	Iteration 8F: 3 clusters Score -1.721393e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148172 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -17220102.000000 Penalty: 3878.537598
	Iteration 9Q: 3 clusters Score -1.72201e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151001 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -17222032.000000 Penalty: 3878.537598
	Iteration 10Q: 3 clusters Score -1.722203e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151821 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -17222488.000000 Penalty: 3878.537598
	Iteration 11Q: 3 clusters Score -1.722249e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152039 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -17222698.000000 Penalty: 3878.537598
	Iteration 12Q: 3 clusters Score -1.72227e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152096 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -17222824.000000 Penalty: 3878.537598
	Iteration 13Q: 3 clusters Score -1.722282e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152111 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17222906.000000 Penalty: 3878.537598
	Iteration 14Q: 3 clusters Score -1.722291e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152111 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17222950.000000 Penalty: 3878.537598
	Iteration 15Q: 3 clusters Score -1.722295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152106 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -17222962.000000 Penalty: 3878.537598
	Iteration 16Q: 3 clusters Score -1.722296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152101 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -17222976.000000 Penalty: 3878.537598
	Iteration 17Q: 3 clusters Score -1.722298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152093 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17222994.000000 Penalty: 3878.537598
	Iteration 18Q: 3 clusters Score -1.722299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152093 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17222982.000000 Penalty: 3878.537598
	Iteration 19Q: 3 clusters Score -1.722298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152092 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17222990.000000 Penalty: 3878.537598
	Iteration 20F: 3 clusters Score -1.722299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152092 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17222988.000000 Penalty: 3878.537598
	Iteration 21Q: 3 clusters Score -1.722299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152091 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -17223004.000000 Penalty: 3878.537598
	Iteration 22Q: 3 clusters Score -1.7223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152090 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -17223006.000000 Penalty: 3878.537598
	Iteration 23Q: 3 clusters Score -1.722301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152089 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17223006.000000 Penalty: 3878.537598
	Iteration 24Q: 3 clusters Score -1.722301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152089 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17223006.000000 Penalty: 3878.537598
	Iteration 25F: 3 clusters Score -1.722301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 3320 members 
Mstep: Class 3 contains 54700 members 
Mstep: Class 4 contains 10264 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 106671 members 
Mstep: Class 7 contains 9146 members 
Mstep: Class 8 contains 8209 members 
Mstep: Class 9 contains 106857 members 
Mstep: Class 10 contains 142466 members 
Mstep: Class 11 contains 74091 members 
Mstep: Class 12 contains 7941 members 
Mstep: Class 13 contains 46625 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38895 members 
Mstep: Class 16 contains 18513 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89536 members 
Mstep: Class 19 contains 10475 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3371 members 
Mstep: Class 22 contains 3940 members 
Mstep: Class 23 contains 152354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097432.000000 Penalty: 51286.125000
Iteration 199Q: 24 clusters Score -1.020974e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 3320 members 
Mstep: Class 3 contains 54665 members 
Mstep: Class 4 contains 10261 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 106486 members 
Mstep: Class 7 contains 9163 members 
Mstep: Class 8 contains 8208 members 
Mstep: Class 9 contains 106742 members 
Mstep: Class 10 contains 142440 members 
Mstep: Class 11 contains 74418 members 
Mstep: Class 12 contains 7977 members 
Mstep: Class 13 contains 46625 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38890 members 
Mstep: Class 16 contains 18512 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89511 members 
Mstep: Class 19 contains 10480 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3371 members 
Mstep: Class 22 contains 3944 members 
Mstep: Class 23 contains 152371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097448.000000 Penalty: 51286.125000
Iteration 200F: 24 clusters Score -1.020974e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 54640 members 
Mstep: Class 4 contains 10254 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 106314 members 
Mstep: Class 7 contains 9177 members 
Mstep: Class 8 contains 8209 members 
Mstep: Class 9 contains 106605 members 
Mstep: Class 10 contains 142416 members 
Mstep: Class 11 contains 74733 members 
Mstep: Class 12 contains 8016 members 
Mstep: Class 13 contains 46629 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38884 members 
Mstep: Class 16 contains 18509 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89506 members 
Mstep: Class 19 contains 10482 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3372 members 
Mstep: Class 22 contains 3945 members 
Mstep: Class 23 contains 152376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097504.000000 Penalty: 51286.125000
Iteration 201Q: 24 clusters Score -1.020975e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 54624 members 
Mstep: Class 4 contains 10247 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 106080 members 
Mstep: Class 7 contains 9187 members 
Mstep: Class 8 contains 8209 members 
Mstep: Class 9 contains 106449 members 
Mstep: Class 10 contains 142434 members 
Mstep: Class 11 contains 75120 members 
Mstep: Class 12 contains 8049 members 
Mstep: Class 13 contains 46619 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38874 members 
Mstep: Class 16 contains 18516 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 89493 members 
Mstep: Class 19 contains 10482 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3949 members 
Mstep: Class 23 contains 152355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097856.000000 Penalty: 51286.125000
Iteration 202Q: 24 clusters Score -1.020979e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 3318 members 
Mstep: Class 3 contains 54624 members 
Mstep: Class 4 contains 10240 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 105820 members 
Mstep: Class 7 contains 9196 members 
Mstep: Class 8 contains 8211 members 
Mstep: Class 9 contains 106275 members 
Mstep: Class 10 contains 142457 members 
Mstep: Class 11 contains 75549 members 
Mstep: Class 12 contains 8082 members 
Mstep: Class 13 contains 46614 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38864 members 
Mstep: Class 16 contains 18526 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89471 members 
Mstep: Class 19 contains 10484 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3376 members 
Mstep: Class 22 contains 3950 members 
Mstep: Class 23 contains 152315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097824.000000 Penalty: 51286.125000
Iteration 203Q: 24 clusters Score -1.020978e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 3316 members 
Mstep: Class 3 contains 54619 members 
Mstep: Class 4 contains 10231 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 105553 members 
Mstep: Class 7 contains 9201 members 
Mstep: Class 8 contains 8208 members 
Mstep: Class 9 contains 106095 members 
Mstep: Class 10 contains 142497 members 
Mstep: Class 11 contains 75995 members 
Mstep: Class 12 contains 8120 members 
Mstep: Class 13 contains 46604 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38857 members 
Mstep: Class 16 contains 18538 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89469 members 
Mstep: Class 19 contains 10484 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3375 members 
Mstep: Class 22 contains 3948 members 
Mstep: Class 23 contains 152263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097824.000000 Penalty: 51286.125000
Iteration 204Q: 24 clusters Score -1.020978e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 3315 members 
Mstep: Class 3 contains 54609 members 
Mstep: Class 4 contains 10223 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 105215 members 
Mstep: Class 7 contains 9207 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 105919 members 
Mstep: Class 10 contains 142511 members 
Mstep: Class 11 contains 76511 members 
Mstep: Class 12 contains 8154 members 
Mstep: Class 13 contains 46594 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38847 members 
Mstep: Class 16 contains 18548 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 89468 members 
Mstep: Class 19 contains 10484 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3947 members 
Mstep: Class 23 contains 152236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098168.000000 Penalty: 51286.125000
Iteration 205Q: 24 clusters Score -1.020982e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 3318 members 
Mstep: Class 3 contains 54608 members 
Mstep: Class 4 contains 10210 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 104941 members 
Mstep: Class 7 contains 9209 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 105697 members 
Mstep: Class 10 contains 142542 members 
Mstep: Class 11 contains 77012 members 
Mstep: Class 12 contains 8196 members 
Mstep: Class 13 contains 46582 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38837 members 
Mstep: Class 16 contains 18561 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 89466 members 
Mstep: Class 19 contains 10483 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3947 members 
Mstep: Class 23 contains 152181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097920.000000 Penalty: 51286.125000
Iteration 206Q: 24 clusters Score -1.020979e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 54623 members 
Mstep: Class 4 contains 10200 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 104586 members 
Mstep: Class 7 contains 9212 members 
Mstep: Class 8 contains 8207 members 
Mstep: Class 9 contains 105507 members 
Mstep: Class 10 contains 142578 members 
Mstep: Class 11 contains 77535 members 
Mstep: Class 12 contains 8231 members 
Mstep: Class 13 contains 46577 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38832 members 
Mstep: Class 16 contains 18566 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 89459 members 
Mstep: Class 19 contains 10484 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3951 members 
Mstep: Class 23 contains 152129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098536.000000 Penalty: 51286.125000
Iteration 207Q: 24 clusters Score -1.020985e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 3321 members 
Mstep: Class 3 contains 54613 members 
Mstep: Class 4 contains 10189 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 104244 members 
Mstep: Class 7 contains 9217 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 105338 members 
Mstep: Class 10 contains 142646 members 
Mstep: Class 11 contains 78051 members 
Mstep: Class 12 contains 8285 members 
Mstep: Class 13 contains 46573 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38822 members 
Mstep: Class 16 contains 18576 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 89465 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3953 members 
Mstep: Class 23 contains 152021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098608.000000 Penalty: 51286.125000
Iteration 208Q: 24 clusters Score -1.020986e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 54632 members 
Mstep: Class 4 contains 10175 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 103899 members 
Mstep: Class 7 contains 9212 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 105159 members 
Mstep: Class 10 contains 142695 members 
Mstep: Class 11 contains 78564 members 
Mstep: Class 12 contains 8327 members 
Mstep: Class 13 contains 46565 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38812 members 
Mstep: Class 16 contains 18578 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 18 contains 89478 members 
Mstep: Class 19 contains 10489 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3959 members 
Mstep: Class 23 contains 151945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098912.000000 Penalty: 51286.125000
Iteration 209Q: 24 clusters Score -1.020989e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3333 members 
Mstep: Class 3 contains 54656 members 
Mstep: Class 4 contains 10165 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 103547 members 
Mstep: Class 7 contains 9207 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 105009 members 
Mstep: Class 10 contains 142752 members 
Mstep: Class 11 contains 79035 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 46553 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38800 members 
Mstep: Class 16 contains 18580 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 18 contains 89478 members 
Mstep: Class 19 contains 10491 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3970 members 
Mstep: Class 23 contains 151870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098856.000000 Penalty: 51286.125000
Iteration 210Q: 24 clusters Score -1.020989e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 54685 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 103224 members 
Mstep: Class 7 contains 9197 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 104867 members 
Mstep: Class 10 contains 142782 members 
Mstep: Class 11 contains 79478 members 
Mstep: Class 12 contains 8413 members 
Mstep: Class 13 contains 46555 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38792 members 
Mstep: Class 16 contains 18584 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 18 contains 89471 members 
Mstep: Class 19 contains 10496 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3972 members 
Mstep: Class 23 contains 151802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098864.000000 Penalty: 51286.125000
Iteration 211Q: 24 clusters Score -1.020989e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 3347 members 
Mstep: Class 3 contains 54746 members 
Mstep: Class 4 contains 10141 members 
Mstep: Class 5 contains 469 members 
Mstep: Class 6 contains 102917 members 
Mstep: Class 7 contains 9180 members 
Mstep: Class 8 contains 8200 members 
Mstep: Class 9 contains 104748 members 
Mstep: Class 10 contains 142819 members 
Mstep: Class 11 contains 79860 members 
Mstep: Class 12 contains 8465 members 
Mstep: Class 13 contains 46554 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38782 members 
Mstep: Class 16 contains 18583 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 89469 members 
Mstep: Class 19 contains 10495 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 151739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098760.000000 Penalty: 51286.125000
Iteration 212Q: 24 clusters Score -1.020988e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 3349 members 
Mstep: Class 3 contains 54822 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 469 members 
Mstep: Class 6 contains 102602 members 
Mstep: Class 7 contains 9167 members 
Mstep: Class 8 contains 8200 members 
Mstep: Class 9 contains 104636 members 
Mstep: Class 10 contains 142849 members 
Mstep: Class 11 contains 80236 members 
Mstep: Class 12 contains 8508 members 
Mstep: Class 13 contains 46552 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38772 members 
Mstep: Class 16 contains 18584 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 89456 members 
Mstep: Class 19 contains 10498 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 151688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099136.000000 Penalty: 51286.125000
Iteration 213Q: 24 clusters Score -1.020991e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 54901 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 102303 members 
Mstep: Class 7 contains 9152 members 
Mstep: Class 8 contains 8200 members 
Mstep: Class 9 contains 104548 members 
Mstep: Class 10 contains 142868 members 
Mstep: Class 11 contains 80576 members 
Mstep: Class 12 contains 8558 members 
Mstep: Class 13 contains 46548 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38765 members 
Mstep: Class 16 contains 18586 members 
Mstep: Class 17 contains 3756 members 
Mstep: Class 18 contains 89450 members 
Mstep: Class 19 contains 10498 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3978 members 
Mstep: Class 23 contains 151636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099496.000000 Penalty: 51286.125000
Iteration 214Q: 24 clusters Score -1.020995e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 3347 members 
Mstep: Class 3 contains 54992 members 
Mstep: Class 4 contains 10126 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 101965 members 
Mstep: Class 7 contains 9143 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 104468 members 
Mstep: Class 10 contains 142880 members 
Mstep: Class 11 contains 80927 members 
Mstep: Class 12 contains 8593 members 
Mstep: Class 13 contains 46552 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38761 members 
Mstep: Class 16 contains 18593 members 
Mstep: Class 17 contains 3755 members 
Mstep: Class 18 contains 89448 members 
Mstep: Class 19 contains 10502 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3985 members 
Mstep: Class 23 contains 151580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099752.000000 Penalty: 51286.125000
Iteration 215Q: 24 clusters Score -1.020998e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 55090 members 
Mstep: Class 4 contains 10123 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 101609 members 
Mstep: Class 7 contains 9139 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 104386 members 
Mstep: Class 10 contains 142904 members 
Mstep: Class 11 contains 81291 members 
Mstep: Class 12 contains 8633 members 
Mstep: Class 13 contains 46550 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38748 members 
Mstep: Class 16 contains 18595 members 
Mstep: Class 17 contains 3752 members 
Mstep: Class 18 contains 89447 members 
Mstep: Class 19 contains 10505 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 151527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099800.000000 Penalty: 51286.125000
Iteration 216Q: 24 clusters Score -1.020998e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 3 contains 55158 members 
Mstep: Class 4 contains 10123 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 101293 members 
Mstep: Class 7 contains 9146 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 104280 members 
Mstep: Class 10 contains 142916 members 
Mstep: Class 11 contains 81654 members 
Mstep: Class 12 contains 8688 members 
Mstep: Class 13 contains 46545 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38739 members 
Mstep: Class 16 contains 18594 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 89440 members 
Mstep: Class 19 contains 10506 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 151475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100048.000000 Penalty: 51286.125000
Iteration 217Q: 24 clusters Score -1.021e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 3347 members 
Mstep: Class 3 contains 55255 members 
Mstep: Class 4 contains 10122 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 100995 members 
Mstep: Class 7 contains 9143 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 104157 members 
Mstep: Class 10 contains 142919 members 
Mstep: Class 11 contains 81995 members 
Mstep: Class 12 contains 8737 members 
Mstep: Class 13 contains 46538 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38732 members 
Mstep: Class 16 contains 18595 members 
Mstep: Class 17 contains 3747 members 
Mstep: Class 18 contains 89445 members 
Mstep: Class 19 contains 10506 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3984 members 
Mstep: Class 23 contains 151431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100192.000000 Penalty: 51286.125000
Iteration 218Q: 24 clusters Score -1.021002e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 55371 members 
Mstep: Class 4 contains 10119 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 100760 members 
Mstep: Class 7 contains 9139 members 
Mstep: Class 8 contains 8199 members 
Mstep: Class 9 contains 104037 members 
Mstep: Class 10 contains 142949 members 
Mstep: Class 11 contains 82241 members 
Mstep: Class 12 contains 8775 members 
Mstep: Class 13 contains 46532 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38721 members 
Mstep: Class 16 contains 18597 members 
Mstep: Class 17 contains 3745 members 
Mstep: Class 18 contains 89457 members 
Mstep: Class 19 contains 10507 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3983 members 
Mstep: Class 23 contains 151379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100480.000000 Penalty: 51286.125000
Iteration 219Q: 24 clusters Score -1.021005e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 3349 members 
Mstep: Class 3 contains 55495 members 
Mstep: Class 4 contains 10114 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 100551 members 
Mstep: Class 7 contains 9133 members 
Mstep: Class 8 contains 8200 members 
Mstep: Class 9 contains 103906 members 
Mstep: Class 10 contains 142964 members 
Mstep: Class 11 contains 82455 members 
Mstep: Class 12 contains 8809 members 
Mstep: Class 13 contains 46528 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38711 members 
Mstep: Class 16 contains 18603 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 89469 members 
Mstep: Class 19 contains 10507 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3982 members 
Mstep: Class 23 contains 151338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100400.000000 Penalty: 51286.125000
Iteration 220F: 24 clusters Score -1.021004e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 3349 members 
Mstep: Class 3 contains 55635 members 
Mstep: Class 4 contains 10113 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 100365 members 
Mstep: Class 7 contains 9124 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 103773 members 
Mstep: Class 10 contains 142985 members 
Mstep: Class 11 contains 82641 members 
Mstep: Class 12 contains 8840 members 
Mstep: Class 13 contains 46526 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38705 members 
Mstep: Class 16 contains 18612 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 89466 members 
Mstep: Class 19 contains 10510 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3984 members 
Mstep: Class 23 contains 151286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100440.000000 Penalty: 51286.125000
Iteration 221Q: 24 clusters Score -1.021004e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 55781 members 
Mstep: Class 4 contains 10114 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 100176 members 
Mstep: Class 7 contains 9117 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 103651 members 
Mstep: Class 10 contains 142995 members 
Mstep: Class 11 contains 82818 members 
Mstep: Class 12 contains 8871 members 
Mstep: Class 13 contains 46519 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38702 members 
Mstep: Class 16 contains 18615 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 89463 members 
Mstep: Class 19 contains 10513 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3983 members 
Mstep: Class 23 contains 151253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100736.000000 Penalty: 51286.125000
Iteration 222Q: 24 clusters Score -1.021007e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 55916 members 
Mstep: Class 4 contains 10111 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 99975 members 
Mstep: Class 7 contains 9121 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 103548 members 
Mstep: Class 10 contains 143024 members 
Mstep: Class 11 contains 82974 members 
Mstep: Class 12 contains 8900 members 
Mstep: Class 13 contains 46504 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38689 members 
Mstep: Class 16 contains 18618 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 89467 members 
Mstep: Class 19 contains 10514 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3984 members 
Mstep: Class 23 contains 151218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100744.000000 Penalty: 51286.125000
Iteration 223Q: 24 clusters Score -1.021007e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 56083 members 
Mstep: Class 4 contains 10106 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 99725 members 
Mstep: Class 7 contains 9118 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 103494 members 
Mstep: Class 10 contains 143059 members 
Mstep: Class 11 contains 83117 members 
Mstep: Class 12 contains 8923 members 
Mstep: Class 13 contains 46498 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38675 members 
Mstep: Class 16 contains 18620 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 89472 members 
Mstep: Class 19 contains 10513 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3984 members 
Mstep: Class 23 contains 151182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100760.000000 Penalty: 51286.125000
Iteration 224Q: 24 clusters Score -1.021008e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 56260 members 
Mstep: Class 4 contains 10104 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 99486 members 
Mstep: Class 7 contains 9117 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 103421 members 
Mstep: Class 10 contains 143082 members 
Mstep: Class 11 contains 83254 members 
Mstep: Class 12 contains 8953 members 
Mstep: Class 13 contains 46495 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38662 members 
Mstep: Class 16 contains 18620 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 89475 members 
Mstep: Class 19 contains 10515 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 3985 members 
Mstep: Class 23 contains 151142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101104.000000 Penalty: 51286.125000
Iteration 225Q: 24 clusters Score -1.021011e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 56448 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 99261 members 
Mstep: Class 7 contains 9113 members 
Mstep: Class 8 contains 8202 members 
Mstep: Class 9 contains 103341 members 
Mstep: Class 10 contains 143092 members 
Mstep: Class 11 contains 83361 members 
Mstep: Class 12 contains 8980 members 
Mstep: Class 13 contains 46497 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38650 members 
Mstep: Class 16 contains 18620 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 89485 members 
Mstep: Class 19 contains 10516 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3373 members 
Mstep: Class 22 contains 3989 members 
Mstep: Class 23 contains 151116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101248.000000 Penalty: 51286.125000
Iteration 226Q: 24 clusters Score -1.021012e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 3349 members 
Mstep: Class 3 contains 56647 members 
Mstep: Class 4 contains 10102 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 99027 members 
Mstep: Class 7 contains 9115 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 103266 members 
Mstep: Class 10 contains 143106 members 
Mstep: Class 11 contains 83483 members 
Mstep: Class 12 contains 9012 members 
Mstep: Class 13 contains 46495 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38639 members 
Mstep: Class 16 contains 18621 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 89468 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3373 members 
Mstep: Class 22 contains 3989 members 
Mstep: Class 23 contains 151090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101440.000000 Penalty: 51286.125000
Iteration 227Q: 24 clusters Score -1.021014e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 56852 members 
Mstep: Class 4 contains 10100 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 98813 members 
Mstep: Class 7 contains 9123 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 103188 members 
Mstep: Class 10 contains 143115 members 
Mstep: Class 11 contains 83577 members 
Mstep: Class 12 contains 9041 members 
Mstep: Class 13 contains 46496 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38632 members 
Mstep: Class 16 contains 18621 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 89453 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3372 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 151060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101512.000000 Penalty: 51286.125000
Iteration 228Q: 24 clusters Score -1.021015e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 3350 members 
Mstep: Class 3 contains 57066 members 
Mstep: Class 4 contains 10099 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 98606 members 
Mstep: Class 7 contains 9130 members 
Mstep: Class 8 contains 8204 members 
Mstep: Class 9 contains 103106 members 
Mstep: Class 10 contains 143111 members 
Mstep: Class 11 contains 83652 members 
Mstep: Class 12 contains 9073 members 
Mstep: Class 13 contains 46496 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38625 members 
Mstep: Class 16 contains 18619 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 89448 members 
Mstep: Class 19 contains 10520 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3372 members 
Mstep: Class 22 contains 3989 members 
Mstep: Class 23 contains 151044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101568.000000 Penalty: 51286.125000
Iteration 229Q: 24 clusters Score -1.021016e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 3350 members 
Mstep: Class 3 contains 57321 members 
Mstep: Class 4 contains 10096 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 98384 members 
Mstep: Class 7 contains 9135 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 103005 members 
Mstep: Class 10 contains 143098 members 
Mstep: Class 11 contains 83717 members 
Mstep: Class 12 contains 9100 members 
Mstep: Class 13 contains 46495 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38614 members 
Mstep: Class 16 contains 18622 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 89445 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3372 members 
Mstep: Class 22 contains 3989 members 
Mstep: Class 23 contains 151042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101632.000000 Penalty: 51286.125000
Iteration 230Q: 24 clusters Score -1.021016e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 3350 members 
Mstep: Class 3 contains 57569 members 
Mstep: Class 4 contains 10090 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 98144 members 
Mstep: Class 7 contains 9135 members 
Mstep: Class 8 contains 8200 members 
Mstep: Class 9 contains 102942 members 
Mstep: Class 10 contains 143088 members 
Mstep: Class 11 contains 83783 members 
Mstep: Class 12 contains 9117 members 
Mstep: Class 13 contains 46491 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38601 members 
Mstep: Class 16 contains 18625 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 89457 members 
Mstep: Class 19 contains 10522 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3372 members 
Mstep: Class 22 contains 3989 members 
Mstep: Class 23 contains 151055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101632.000000 Penalty: 51286.125000
Iteration 231Q: 24 clusters Score -1.021016e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 3349 members 
Mstep: Class 3 contains 57838 members 
Mstep: Class 4 contains 10085 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 97918 members 
Mstep: Class 7 contains 9131 members 
Mstep: Class 8 contains 8199 members 
Mstep: Class 9 contains 102884 members 
Mstep: Class 10 contains 143081 members 
Mstep: Class 11 contains 83793 members 
Mstep: Class 12 contains 9144 members 
Mstep: Class 13 contains 46487 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38590 members 
Mstep: Class 16 contains 18629 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 89464 members 
Mstep: Class 19 contains 10524 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3372 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 151056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101736.000000 Penalty: 51286.125000
Iteration 232Q: 24 clusters Score -1.021017e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 3350 members 
Mstep: Class 3 contains 58093 members 
Mstep: Class 4 contains 10084 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 97753 members 
Mstep: Class 7 contains 9134 members 
Mstep: Class 8 contains 8195 members 
Mstep: Class 9 contains 102792 members 
Mstep: Class 10 contains 143060 members 
Mstep: Class 11 contains 83794 members 
Mstep: Class 12 contains 9166 members 
Mstep: Class 13 contains 46492 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38583 members 
Mstep: Class 16 contains 18636 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 89465 members 
Mstep: Class 19 contains 10525 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3371 members 
Mstep: Class 22 contains 3986 members 
Mstep: Class 23 contains 151055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101864.000000 Penalty: 51286.125000
Iteration 233Q: 24 clusters Score -1.021019e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 3351 members 
Mstep: Class 3 contains 58315 members 
Mstep: Class 4 contains 10082 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 97609 members 
Mstep: Class 7 contains 9141 members 
Mstep: Class 8 contains 8190 members 
Mstep: Class 9 contains 102723 members 
Mstep: Class 10 contains 143038 members 
Mstep: Class 11 contains 83774 members 
Mstep: Class 12 contains 9200 members 
Mstep: Class 13 contains 46496 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38568 members 
Mstep: Class 16 contains 18647 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 89466 members 
Mstep: Class 19 contains 10525 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3371 members 
Mstep: Class 22 contains 3984 members 
Mstep: Class 23 contains 151057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102280.000000 Penalty: 51286.125000
Iteration 234Q: 24 clusters Score -1.021023e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 3353 members 
Mstep: Class 3 contains 58547 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 97493 members 
Mstep: Class 7 contains 9149 members 
Mstep: Class 8 contains 8187 members 
Mstep: Class 9 contains 102628 members 
Mstep: Class 10 contains 143018 members 
Mstep: Class 11 contains 83755 members 
Mstep: Class 12 contains 9224 members 
Mstep: Class 13 contains 46500 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38556 members 
Mstep: Class 16 contains 18653 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 89462 members 
Mstep: Class 19 contains 10528 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3371 members 
Mstep: Class 22 contains 3981 members 
Mstep: Class 23 contains 151057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102448.000000 Penalty: 51286.125000
Iteration 235Q: 24 clusters Score -1.021024e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 58786 members 
Mstep: Class 4 contains 10077 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 97354 members 
Mstep: Class 7 contains 9163 members 
Mstep: Class 8 contains 8185 members 
Mstep: Class 9 contains 102557 members 
Mstep: Class 10 contains 142998 members 
Mstep: Class 11 contains 83717 members 
Mstep: Class 12 contains 9246 members 
Mstep: Class 13 contains 46501 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38548 members 
Mstep: Class 16 contains 18653 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 89462 members 
Mstep: Class 19 contains 10532 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3371 members 
Mstep: Class 22 contains 3981 members 
Mstep: Class 23 contains 151059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102448.000000 Penalty: 51286.125000
Iteration 236Q: 24 clusters Score -1.021024e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 3361 members 
Mstep: Class 3 contains 58994 members 
Mstep: Class 4 contains 10072 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 97182 members 
Mstep: Class 7 contains 9177 members 
Mstep: Class 8 contains 8181 members 
Mstep: Class 9 contains 102553 members 
Mstep: Class 10 contains 143014 members 
Mstep: Class 11 contains 83669 members 
Mstep: Class 12 contains 9261 members 
Mstep: Class 13 contains 46501 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38542 members 
Mstep: Class 16 contains 18656 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 89452 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3371 members 
Mstep: Class 22 contains 3981 members 
Mstep: Class 23 contains 151051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102336.000000 Penalty: 51286.125000
Iteration 237Q: 24 clusters Score -1.021023e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 3362 members 
Mstep: Class 3 contains 59201 members 
Mstep: Class 4 contains 10069 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 97037 members 
Mstep: Class 7 contains 9191 members 
Mstep: Class 8 contains 8178 members 
Mstep: Class 9 contains 102563 members 
Mstep: Class 10 contains 143037 members 
Mstep: Class 11 contains 83582 members 
Mstep: Class 12 contains 9283 members 
Mstep: Class 13 contains 46497 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38539 members 
Mstep: Class 16 contains 18655 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 89443 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3371 members 
Mstep: Class 22 contains 3979 members 
Mstep: Class 23 contains 151027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102416.000000 Penalty: 51286.125000
Iteration 238Q: 24 clusters Score -1.021024e+08 nChanged 1138
Entering ConstructFrom: 
Score: -102102416.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (14933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Entering Unmasked Estep 
Score: -1654125.500000 Penalty: 1561.840942
	Iteration 0F: 2 clusters Score -1654126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1643743.875000 Penalty: 3123.681885
	Iteration 0F: 3 clusters Score -1643744 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1647313.000000 Penalty: 3123.681885
	Iteration 1F: 3 clusters Score -1647313 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1647532.500000 Penalty: 3123.681885
	Iteration 2Q: 3 clusters Score -1647532 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1647693.625000 Penalty: 3123.681885
	Iteration 3Q: 3 clusters Score -1647694 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1647862.000000 Penalty: 3123.681885
	Iteration 4Q: 3 clusters Score -1647862 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1648045.750000 Penalty: 3123.681885
	Iteration 5Q: 3 clusters Score -1648046 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1648286.250000 Penalty: 3123.681885
	Iteration 6Q: 3 clusters Score -1648286 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1648572.375000 Penalty: 3123.681885
	Iteration 7Q: 3 clusters Score -1648572 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1648983.750000 Penalty: 3123.681885
	Iteration 8Q: 3 clusters Score -1648984 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1649610.375000 Penalty: 3123.681885
	Iteration 9F: 3 clusters Score -1649610 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1650368.000000 Penalty: 3123.681885
	Iteration 10F: 3 clusters Score -1650368 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1651149.500000 Penalty: 3123.681885
	Iteration 11F: 3 clusters Score -1651150 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1651859.625000 Penalty: 3123.681885
	Iteration 12Q: 3 clusters Score -1651860 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1652304.375000 Penalty: 3123.681885
	Iteration 13Q: 3 clusters Score -1652304 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1652521.500000 Penalty: 3123.681885
	Iteration 14Q: 3 clusters Score -1652522 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1652602.250000 Penalty: 3123.681885
	Iteration 15Q: 3 clusters Score -1652602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1652640.125000 Penalty: 3123.681885
	Iteration 16Q: 3 clusters Score -1652640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1652665.000000 Penalty: 3123.681885
	Iteration 17Q: 3 clusters Score -1652665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1652690.250000 Penalty: 3123.681885
	Iteration 18Q: 3 clusters Score -1652690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1652704.250000 Penalty: 3123.681885
	Iteration 19Q: 3 clusters Score -1652704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1652718.875000 Penalty: 3123.681885
	Iteration 20F: 3 clusters Score -1652719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1652724.500000 Penalty: 3123.681885
	Iteration 21Q: 3 clusters Score -1652724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1652729.500000 Penalty: 3123.681885
	Iteration 22Q: 3 clusters Score -1652730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1652730.375000 Penalty: 3123.681885
	Iteration 23Q: 3 clusters Score -1652730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1652731.125000 Penalty: 3123.681885
	Iteration 24Q: 3 clusters Score -1652731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1652734.000000 Penalty: 3123.681885
	Iteration 25Q: 3 clusters Score -1652734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1652734.000000 Penalty: 3123.681885
	Iteration 26F: 3 clusters Score -1652734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Entering Unmasked Estep 
Score: -381770.906250 Penalty: 1319.788818
	Iteration 0F: 2 clusters Score -381770.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -378812.656250 Penalty: 2639.577637
	Iteration 0F: 3 clusters Score -378812.7 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -379533.406250 Penalty: 2639.577637
	Iteration 1F: 3 clusters Score -379533.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -379727.031250 Penalty: 2639.577637
	Iteration 2F: 3 clusters Score -379727 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -379846.000000 Penalty: 2639.577637
	Iteration 3F: 3 clusters Score -379846 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -379949.031250 Penalty: 2639.577637
	Iteration 4Q: 3 clusters Score -379949 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -380044.625000 Penalty: 2639.577637
	Iteration 5Q: 3 clusters Score -380044.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -380148.812500 Penalty: 2639.577637
	Iteration 6Q: 3 clusters Score -380148.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -380233.625000 Penalty: 2639.577637
	Iteration 7Q: 3 clusters Score -380233.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -380304.406250 Penalty: 2639.577637
	Iteration 8Q: 3 clusters Score -380304.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -380356.750000 Penalty: 2639.577637
	Iteration 9Q: 3 clusters Score -380356.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -380399.000000 Penalty: 2639.577637
	Iteration 10Q: 3 clusters Score -380399 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -380450.843750 Penalty: 2639.577637
	Iteration 11Q: 3 clusters Score -380450.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -380500.343750 Penalty: 2639.577637
	Iteration 12Q: 3 clusters Score -380500.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -380541.968750 Penalty: 2639.577637
	Iteration 13Q: 3 clusters Score -380542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -380573.968750 Penalty: 2639.577637
	Iteration 14Q: 3 clusters Score -380574 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -380604.906250 Penalty: 2639.577637
	Iteration 15Q: 3 clusters Score -380604.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -380640.656250 Penalty: 2639.577637
	Iteration 16Q: 3 clusters Score -380640.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -380676.562500 Penalty: 2639.577637
	Iteration 17Q: 3 clusters Score -380676.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -380727.718750 Penalty: 2639.577637
	Iteration 18Q: 3 clusters Score -380727.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -380767.781250 Penalty: 2639.577637
	Iteration 19Q: 3 clusters Score -380767.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -380791.468750 Penalty: 2639.577637
	Iteration 20F: 3 clusters Score -380791.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -380809.375000 Penalty: 2639.577637
	Iteration 21Q: 3 clusters Score -380809.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -380827.062500 Penalty: 2639.577637
	Iteration 22Q: 3 clusters Score -380827.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -380848.343750 Penalty: 2639.577637
	Iteration 23Q: 3 clusters Score -380848.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -380874.156250 Penalty: 2639.577637
	Iteration 24Q: 3 clusters Score -380874.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -380902.250000 Penalty: 2639.577637
	Iteration 25Q: 3 clusters Score -380902.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -380929.406250 Penalty: 2639.577637
	Iteration 26Q: 3 clusters Score -380929.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -380957.062500 Penalty: 2639.577637
	Iteration 27Q: 3 clusters Score -380957.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -380979.687500 Penalty: 2639.577637
	Iteration 28Q: 3 clusters Score -380979.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -381007.281250 Penalty: 2639.577637
	Iteration 29Q: 3 clusters Score -381007.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -381028.781250 Penalty: 2639.577637
	Iteration 30Q: 3 clusters Score -381028.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -381050.281250 Penalty: 2639.577637
	Iteration 31Q: 3 clusters Score -381050.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -381067.500000 Penalty: 2639.577637
	Iteration 32Q: 3 clusters Score -381067.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -381078.250000 Penalty: 2639.577637
	Iteration 33Q: 3 clusters Score -381078.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -381095.000000 Penalty: 2639.577637
	Iteration 34Q: 3 clusters Score -381095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -381108.593750 Penalty: 2639.577637
	Iteration 35Q: 3 clusters Score -381108.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -381119.375000 Penalty: 2639.577637
	Iteration 36Q: 3 clusters Score -381119.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -381126.968750 Penalty: 2639.577637
	Iteration 37Q: 3 clusters Score -381127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -381141.593750 Penalty: 2639.577637
	Iteration 38Q: 3 clusters Score -381141.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -381152.781250 Penalty: 2639.577637
	Iteration 39Q: 3 clusters Score -381152.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -381170.125000 Penalty: 2639.577637
	Iteration 40F: 3 clusters Score -381170.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -381197.187500 Penalty: 2639.577637
	Iteration 41Q: 3 clusters Score -381197.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -381235.562500 Penalty: 2639.577637
	Iteration 42Q: 3 clusters Score -381235.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -381260.718750 Penalty: 2639.577637
	Iteration 43Q: 3 clusters Score -381260.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -381277.000000 Penalty: 2639.577637
	Iteration 44Q: 3 clusters Score -381277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -381289.500000 Penalty: 2639.577637
	Iteration 45Q: 3 clusters Score -381289.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -381296.000000 Penalty: 2639.577637
	Iteration 46Q: 3 clusters Score -381296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -381298.125000 Penalty: 2639.577637
	Iteration 47Q: 3 clusters Score -381298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -381300.218750 Penalty: 2639.577637
	Iteration 48Q: 3 clusters Score -381300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -381302.406250 Penalty: 2639.577637
	Iteration 49Q: 3 clusters Score -381302.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -381304.437500 Penalty: 2639.577637
	Iteration 50Q: 3 clusters Score -381304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -381304.906250 Penalty: 2639.577637
	Iteration 51Q: 3 clusters Score -381304.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -381305.718750 Penalty: 2639.577637
	Iteration 52Q: 3 clusters Score -381305.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -381305.718750 Penalty: 2639.577637
	Iteration 53F: 3 clusters Score -381305.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59409 members 
Entering Unmasked Estep 
Score: -6889695.000000 Penalty: 1786.232666
	Iteration 0F: 2 clusters Score -6889695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -6849882.000000 Penalty: 3572.465332
	Iteration 0F: 3 clusters Score -6849882 nChanged 28053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -6865348.000000 Penalty: 3572.465332
	Iteration 1F: 3 clusters Score -6865348 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -6865765.500000 Penalty: 3572.465332
	Iteration 2Q: 3 clusters Score -6865766 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -6866261.500000 Penalty: 3572.465332
	Iteration 3Q: 3 clusters Score -6866262 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -6866949.500000 Penalty: 3572.465332
	Iteration 4Q: 3 clusters Score -6866950 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -6868042.500000 Penalty: 3572.465332
	Iteration 5Q: 3 clusters Score -6868042 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -6870025.000000 Penalty: 3572.465332
	Iteration 6F: 3 clusters Score -6870025 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -6873568.000000 Penalty: 3572.465332
	Iteration 7F: 3 clusters Score -6873568 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -6878621.500000 Penalty: 3572.465332
	Iteration 8F: 3 clusters Score -6878622 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -6883211.500000 Penalty: 3572.465332
	Iteration 9F: 3 clusters Score -6883212 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6886015.000000 Penalty: 3572.465332
	Iteration 10Q: 3 clusters Score -6886015 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6887251.500000 Penalty: 3572.465332
	Iteration 11Q: 3 clusters Score -6887252 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6887745.000000 Penalty: 3572.465332
	Iteration 12Q: 3 clusters Score -6887745 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6887938.500000 Penalty: 3572.465332
	Iteration 13Q: 3 clusters Score -6887938 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6888031.000000 Penalty: 3572.465332
	Iteration 14Q: 3 clusters Score -6888031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6888071.500000 Penalty: 3572.465332
	Iteration 15Q: 3 clusters Score -6888072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6888084.000000 Penalty: 3572.465332
	Iteration 16Q: 3 clusters Score -6888084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6888089.500000 Penalty: 3572.465332
	Iteration 17Q: 3 clusters Score -6888090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6888085.500000 Penalty: 3572.465332
	Iteration 18Q: 3 clusters Score -6888086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6888092.000000 Penalty: 3572.465332
	Iteration 19Q: 3 clusters Score -6888092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6888097.000000 Penalty: 3572.465332
	Iteration 20F: 3 clusters Score -6888097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6888094.500000 Penalty: 3572.465332
	Iteration 21Q: 3 clusters Score -6888094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6888094.500000 Penalty: 3572.465332
	Iteration 22F: 3 clusters Score -6888094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Entering Unmasked Estep 
Score: -1164066.250000 Penalty: 1497.797729
	Iteration 0F: 2 clusters Score -1164066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1156871.125000 Penalty: 2995.595459
	Iteration 0F: 3 clusters Score -1156871 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1159193.500000 Penalty: 2995.595459
	Iteration 1F: 3 clusters Score -1159194 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1159413.750000 Penalty: 2995.595459
	Iteration 2F: 3 clusters Score -1159414 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1159568.375000 Penalty: 2995.595459
	Iteration 3Q: 3 clusters Score -1159568 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1159686.625000 Penalty: 2995.595459
	Iteration 4Q: 3 clusters Score -1159687 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1159806.625000 Penalty: 2995.595459
	Iteration 5Q: 3 clusters Score -1159807 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1159923.750000 Penalty: 2995.595459
	Iteration 6Q: 3 clusters Score -1159924 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1160055.875000 Penalty: 2995.595459
	Iteration 7Q: 3 clusters Score -1160056 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1160211.000000 Penalty: 2995.595459
	Iteration 8Q: 3 clusters Score -1160211 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1160396.000000 Penalty: 2995.595459
	Iteration 9Q: 3 clusters Score -1160396 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1160653.875000 Penalty: 2995.595459
	Iteration 10Q: 3 clusters Score -1160654 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1160971.750000 Penalty: 2995.595459
	Iteration 11Q: 3 clusters Score -1160972 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1161340.125000 Penalty: 2995.595459
	Iteration 12Q: 3 clusters Score -1161340 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1161723.625000 Penalty: 2995.595459
	Iteration 13Q: 3 clusters Score -1161724 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1162017.625000 Penalty: 2995.595459
	Iteration 14Q: 3 clusters Score -1162018 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1162243.875000 Penalty: 2995.595459
	Iteration 15Q: 3 clusters Score -1162244 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1162417.500000 Penalty: 2995.595459
	Iteration 16Q: 3 clusters Score -1162418 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1162518.125000 Penalty: 2995.595459
	Iteration 17Q: 3 clusters Score -1162518 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1162601.000000 Penalty: 2995.595459
	Iteration 18Q: 3 clusters Score -1162601 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1162661.500000 Penalty: 2995.595459
	Iteration 19Q: 3 clusters Score -1162662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1162700.875000 Penalty: 2995.595459
	Iteration 20F: 3 clusters Score -1162701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1162722.000000 Penalty: 2995.595459
	Iteration 21Q: 3 clusters Score -1162722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1162735.500000 Penalty: 2995.595459
	Iteration 22Q: 3 clusters Score -1162736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1162751.250000 Penalty: 2995.595459
	Iteration 23Q: 3 clusters Score -1162751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1162759.375000 Penalty: 2995.595459
	Iteration 24Q: 3 clusters Score -1162759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1162764.250000 Penalty: 2995.595459
	Iteration 25Q: 3 clusters Score -1162764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1162771.750000 Penalty: 2995.595459
	Iteration 26Q: 3 clusters Score -1162772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1162777.625000 Penalty: 2995.595459
	Iteration 27Q: 3 clusters Score -1162778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1162780.375000 Penalty: 2995.595459
	Iteration 28Q: 3 clusters Score -1162780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1162784.000000 Penalty: 2995.595459
	Iteration 29Q: 3 clusters Score -1162784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1162785.375000 Penalty: 2995.595459
	Iteration 30Q: 3 clusters Score -1162785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1162785.125000 Penalty: 2995.595459
	Iteration 31Q: 3 clusters Score -1162785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1162787.750000 Penalty: 2995.595459
	Iteration 32Q: 3 clusters Score -1162788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1162789.250000 Penalty: 2995.595459
	Iteration 33Q: 3 clusters Score -1162789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1162789.250000 Penalty: 2995.595459
	Iteration 34F: 3 clusters Score -1162789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -46636.812500 Penalty: 998.778503
	Iteration 0F: 2 clusters Score -46636.81 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 237 members 
Entering Unmasked Estep 
Score: -45648.531250 Penalty: 1997.557007
	Iteration 0F: 3 clusters Score -45648.53 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46018.570312 Penalty: 1997.557007
	Iteration 1F: 3 clusters Score -46018.57 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46310.410156 Penalty: 1997.557007
	Iteration 2F: 3 clusters Score -46310.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46471.851562 Penalty: 1997.557007
	Iteration 3F: 3 clusters Score -46471.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46558.332031 Penalty: 1997.557007
	Iteration 4Q: 3 clusters Score -46558.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46627.570312 Penalty: 1997.557007
	Iteration 5Q: 3 clusters Score -46627.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46639.515625 Penalty: 1997.557007
	Iteration 6Q: 3 clusters Score -46639.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46641.371094 Penalty: 1997.557007
	Iteration 7Q: 3 clusters Score -46641.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46645.882812 Penalty: 1997.557007
	Iteration 8Q: 3 clusters Score -46645.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46668.636719 Penalty: 1997.557007
	Iteration 9Q: 3 clusters Score -46668.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46670.039062 Penalty: 1997.557007
	Iteration 10Q: 3 clusters Score -46670.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46670.039062 Penalty: 1997.557007
	Iteration 11F: 3 clusters Score -46670.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 3367 members 
Mstep: Class 3 contains 59409 members 
Mstep: Class 4 contains 10069 members 
Mstep: Class 5 contains 205 members 
Mstep: Class 6 contains 96902 members 
Mstep: Class 7 contains 9201 members 
Mstep: Class 8 contains 8175 members 
Mstep: Class 9 contains 102564 members 
Mstep: Class 10 contains 143046 members 
Mstep: Class 11 contains 83483 members 
Mstep: Class 12 contains 9303 members 
Mstep: Class 13 contains 46496 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38538 members 
Mstep: Class 16 contains 18654 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 89449 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3370 members 
Mstep: Class 22 contains 3978 members 
Mstep: Class 23 contains 151002 members 
Mstep: Class 24 contains 262 members 
Entering Unmasked Estep 
Score: -102101400.000000 Penalty: 53515.957031
Splitting cluster 5 changes total score from -102102416.000000 to -102101400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (96902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96902 members 
Entering Unmasked Estep 
Score: -11295315.000000 Penalty: 1865.736572
	Iteration 0F: 2 clusters Score -1.129532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -11232911.000000 Penalty: 3731.473145
	Iteration 0F: 3 clusters Score -1.123291e+07 nChanged 46366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -11259248.000000 Penalty: 3731.473145
	Iteration 1F: 3 clusters Score -1.125925e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -11259761.000000 Penalty: 3731.473145
	Iteration 2Q: 3 clusters Score -1.125976e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -11260304.000000 Penalty: 3731.473145
	Iteration 3Q: 3 clusters Score -1.12603e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -11260989.000000 Penalty: 3731.473145
	Iteration 4Q: 3 clusters Score -1.126099e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -11262337.000000 Penalty: 3731.473145
	Iteration 5Q: 3 clusters Score -1.126234e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -11264658.000000 Penalty: 3731.473145
	Iteration 6F: 3 clusters Score -1.126466e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 68383 members 
Entering Unmasked Estep 
Score: -11268818.000000 Penalty: 3731.473145
	Iteration 7F: 3 clusters Score -1.126882e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 76761 members 
Entering Unmasked Estep 
Score: -11275633.000000 Penalty: 3731.473145
	Iteration 8F: 3 clusters Score -1.127563e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -11283832.000000 Penalty: 3731.473145
	Iteration 9F: 3 clusters Score -1.128383e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 92531 members 
Entering Unmasked Estep 
Score: -11289900.000000 Penalty: 3731.473145
	Iteration 10F: 3 clusters Score -1.12899e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 95645 members 
Entering Unmasked Estep 
Score: -11292544.000000 Penalty: 3731.473145
	Iteration 11Q: 3 clusters Score -1.129254e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 96538 members 
Entering Unmasked Estep 
Score: -11293299.000000 Penalty: 3731.473145
	Iteration 12Q: 3 clusters Score -1.12933e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -11293545.000000 Penalty: 3731.473145
	Iteration 13Q: 3 clusters Score -1.129354e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 96779 members 
Entering Unmasked Estep 
Score: -11293615.000000 Penalty: 3731.473145
	Iteration 14Q: 3 clusters Score -1.129362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 96785 members 
Entering Unmasked Estep 
Score: -11293644.000000 Penalty: 3731.473145
	Iteration 15Q: 3 clusters Score -1.129364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 96790 members 
Entering Unmasked Estep 
Score: -11293669.000000 Penalty: 3731.473145
	Iteration 16Q: 3 clusters Score -1.129367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 96793 members 
Entering Unmasked Estep 
Score: -11293671.000000 Penalty: 3731.473145
	Iteration 17Q: 3 clusters Score -1.129367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 96797 members 
Entering Unmasked Estep 
Score: -11293685.000000 Penalty: 3731.473145
	Iteration 18Q: 3 clusters Score -1.129368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 96797 members 
Entering Unmasked Estep 
Score: -11293685.000000 Penalty: 3731.473145
	Iteration 19F: 3 clusters Score -1.129368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Entering Unmasked Estep 
Score: -1061568.125000 Penalty: 1483.148438
	Iteration 0F: 2 clusters Score -1061568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1054874.875000 Penalty: 2966.296875
	Iteration 0F: 3 clusters Score -1054875 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1056946.375000 Penalty: 2966.296875
	Iteration 1F: 3 clusters Score -1056946 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1057263.500000 Penalty: 2966.296875
	Iteration 2F: 3 clusters Score -1057264 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1057586.125000 Penalty: 2966.296875
	Iteration 3F: 3 clusters Score -1057586 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1057972.875000 Penalty: 2966.296875
	Iteration 4F: 3 clusters Score -1057973 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1058453.125000 Penalty: 2966.296875
	Iteration 5F: 3 clusters Score -1058453 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1059052.250000 Penalty: 2966.296875
	Iteration 6F: 3 clusters Score -1059052 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1059708.375000 Penalty: 2966.296875
	Iteration 7F: 3 clusters Score -1059708 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1060271.250000 Penalty: 2966.296875
	Iteration 8F: 3 clusters Score -1060271 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1060637.500000 Penalty: 2966.296875
	Iteration 9Q: 3 clusters Score -1060638 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1060842.125000 Penalty: 2966.296875
	Iteration 10Q: 3 clusters Score -1060842 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1060928.875000 Penalty: 2966.296875
	Iteration 11Q: 3 clusters Score -1060929 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1060960.375000 Penalty: 2966.296875
	Iteration 12Q: 3 clusters Score -1060960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1060967.250000 Penalty: 2966.296875
	Iteration 13Q: 3 clusters Score -1060967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1060970.375000 Penalty: 2966.296875
	Iteration 14Q: 3 clusters Score -1060970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1060970.125000 Penalty: 2966.296875
	Iteration 15Q: 3 clusters Score -1060970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1060970.250000 Penalty: 2966.296875
	Iteration 16Q: 3 clusters Score -1060970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1060971.375000 Penalty: 2966.296875
	Iteration 17Q: 3 clusters Score -1060971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1060972.750000 Penalty: 2966.296875
	Iteration 18Q: 3 clusters Score -1060973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1060972.875000 Penalty: 2966.296875
	Iteration 19Q: 3 clusters Score -1060973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1060972.000000 Penalty: 2966.296875
	Iteration 20F: 3 clusters Score -1060972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1060971.750000 Penalty: 2966.296875
	Iteration 21Q: 3 clusters Score -1060972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1060972.750000 Penalty: 2966.296875
	Iteration 22Q: 3 clusters Score -1060973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1060972.750000 Penalty: 2966.296875
	Iteration 23F: 3 clusters Score -1060973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Entering Unmasked Estep 
Score: -942457.875000 Penalty: 1463.935791
	Iteration 0F: 2 clusters Score -942457.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -936462.875000 Penalty: 2927.871582
	Iteration 0F: 3 clusters Score -936462.9 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -938339.500000 Penalty: 2927.871582
	Iteration 1F: 3 clusters Score -938339.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -938573.187500 Penalty: 2927.871582
	Iteration 2F: 3 clusters Score -938573.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -938744.625000 Penalty: 2927.871582
	Iteration 3F: 3 clusters Score -938744.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -938919.500000 Penalty: 2927.871582
	Iteration 4Q: 3 clusters Score -938919.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -939099.375000 Penalty: 2927.871582
	Iteration 5Q: 3 clusters Score -939099.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -939293.250000 Penalty: 2927.871582
	Iteration 6Q: 3 clusters Score -939293.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -939506.250000 Penalty: 2927.871582
	Iteration 7Q: 3 clusters Score -939506.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -939780.437500 Penalty: 2927.871582
	Iteration 8Q: 3 clusters Score -939780.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -940056.187500 Penalty: 2927.871582
	Iteration 9Q: 3 clusters Score -940056.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -940266.062500 Penalty: 2927.871582
	Iteration 10Q: 3 clusters Score -940266.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -940376.937500 Penalty: 2927.871582
	Iteration 11Q: 3 clusters Score -940376.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -940437.562500 Penalty: 2927.871582
	Iteration 12Q: 3 clusters Score -940437.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -940473.437500 Penalty: 2927.871582
	Iteration 13Q: 3 clusters Score -940473.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -940494.937500 Penalty: 2927.871582
	Iteration 14Q: 3 clusters Score -940494.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -940506.812500 Penalty: 2927.871582
	Iteration 15Q: 3 clusters Score -940506.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -940517.875000 Penalty: 2927.871582
	Iteration 16Q: 3 clusters Score -940517.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -940525.375000 Penalty: 2927.871582
	Iteration 17Q: 3 clusters Score -940525.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -940531.000000 Penalty: 2927.871582
	Iteration 18Q: 3 clusters Score -940531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -940534.125000 Penalty: 2927.871582
	Iteration 19Q: 3 clusters Score -940534.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -940536.500000 Penalty: 2927.871582
	Iteration 20F: 3 clusters Score -940536.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -940538.500000 Penalty: 2927.871582
	Iteration 21Q: 3 clusters Score -940538.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -940540.000000 Penalty: 2927.871582
	Iteration 22Q: 3 clusters Score -940540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -940543.562500 Penalty: 2927.871582
	Iteration 23Q: 3 clusters Score -940543.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -940545.062500 Penalty: 2927.871582
	Iteration 24Q: 3 clusters Score -940545.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -940548.937500 Penalty: 2927.871582
	Iteration 25Q: 3 clusters Score -940548.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -940555.125000 Penalty: 2927.871582
	Iteration 26Q: 3 clusters Score -940555.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -940555.000000 Penalty: 2927.871582
	Iteration 27Q: 3 clusters Score -940555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -940555.187500 Penalty: 2927.871582
	Iteration 28Q: 3 clusters Score -940555.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -940556.062500 Penalty: 2927.871582
	Iteration 29Q: 3 clusters Score -940556.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -940557.062500 Penalty: 2927.871582
	Iteration 30Q: 3 clusters Score -940557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -940554.812500 Penalty: 2927.871582
	Iteration 31Q: 3 clusters Score -940554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -940556.375000 Penalty: 2927.871582
	Iteration 32Q: 3 clusters Score -940556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -940557.000000 Penalty: 2927.871582
	Iteration 33Q: 3 clusters Score -940557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -940557.312500 Penalty: 2927.871582
	Iteration 34Q: 3 clusters Score -940557.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -940557.312500 Penalty: 2927.871582
	Iteration 35F: 3 clusters Score -940557.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (102564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102564 members 
Entering Unmasked Estep 
Score: -11938660.000000 Penalty: 1874.964355
	Iteration 0F: 2 clusters Score -1.193866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -11872715.000000 Penalty: 3749.928711
	Iteration 0F: 3 clusters Score -1.187272e+07 nChanged 49030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -11900881.000000 Penalty: 3749.928711
	Iteration 1F: 3 clusters Score -1.190088e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -11901420.000000 Penalty: 3749.928711
	Iteration 2Q: 3 clusters Score -1.190142e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -11902178.000000 Penalty: 3749.928711
	Iteration 3Q: 3 clusters Score -1.190218e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -11903304.000000 Penalty: 3749.928711
	Iteration 4Q: 3 clusters Score -1.19033e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63685 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -11905306.000000 Penalty: 3749.928711
	Iteration 5Q: 3 clusters Score -1.190531e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -11909152.000000 Penalty: 3749.928711
	Iteration 6F: 3 clusters Score -1.190915e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78336 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -11915472.000000 Penalty: 3749.928711
	Iteration 7F: 3 clusters Score -1.191547e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -11923463.000000 Penalty: 3749.928711
	Iteration 8F: 3 clusters Score -1.192346e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -11930506.000000 Penalty: 3749.928711
	Iteration 9F: 3 clusters Score -1.193051e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99857 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -11934586.000000 Penalty: 3749.928711
	Iteration 10Q: 3 clusters Score -1.193459e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101650 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11936117.000000 Penalty: 3749.928711
	Iteration 11Q: 3 clusters Score -1.193612e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102175 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -11936623.000000 Penalty: 3749.928711
	Iteration 12Q: 3 clusters Score -1.193662e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102332 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11936825.000000 Penalty: 3749.928711
	Iteration 13Q: 3 clusters Score -1.193682e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102380 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11936911.000000 Penalty: 3749.928711
	Iteration 14Q: 3 clusters Score -1.193691e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102388 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11936953.000000 Penalty: 3749.928711
	Iteration 15Q: 3 clusters Score -1.193695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102392 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11936974.000000 Penalty: 3749.928711
	Iteration 16Q: 3 clusters Score -1.193697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102399 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11936997.000000 Penalty: 3749.928711
	Iteration 17Q: 3 clusters Score -1.1937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102405 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11937006.000000 Penalty: 3749.928711
	Iteration 18Q: 3 clusters Score -1.193701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102406 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11937006.000000 Penalty: 3749.928711
	Iteration 19Q: 3 clusters Score -1.193701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102405 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11936996.000000 Penalty: 3749.928711
	Iteration 20F: 3 clusters Score -1.1937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102405 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11937004.000000 Penalty: 3749.928711
	Iteration 21Q: 3 clusters Score -1.1937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102406 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11937010.000000 Penalty: 3749.928711
	Iteration 22Q: 3 clusters Score -1.193701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11937006.000000 Penalty: 3749.928711
	Iteration 23Q: 3 clusters Score -1.193701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102408 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11937010.000000 Penalty: 3749.928711
	Iteration 24Q: 3 clusters Score -1.193701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102406 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11937005.000000 Penalty: 3749.928711
	Iteration 25Q: 3 clusters Score -1.1937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102406 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11937005.000000 Penalty: 3749.928711
	Iteration 26F: 3 clusters Score -1.1937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143046 members 
Entering Unmasked Estep 
Score: -16225343.000000 Penalty: 1929.024658
	Iteration 0F: 2 clusters Score -1.622534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 71565 members 
Entering Unmasked Estep 
Score: -16131178.000000 Penalty: 3858.049316
	Iteration 0F: 3 clusters Score -1.613118e+07 nChanged 68915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -16172073.000000 Penalty: 3858.049316
	Iteration 1F: 3 clusters Score -1.617207e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -16173150.000000 Penalty: 3858.049316
	Iteration 2Q: 3 clusters Score -1.617315e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -16174696.000000 Penalty: 3858.049316
	Iteration 3Q: 3 clusters Score -1.61747e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -16176870.000000 Penalty: 3858.049316
	Iteration 4Q: 3 clusters Score -1.617687e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63891 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -16180104.000000 Penalty: 3858.049316
	Iteration 5Q: 3 clusters Score -1.61801e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -16185236.000000 Penalty: 3858.049316
	Iteration 6F: 3 clusters Score -1.618524e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -16192021.000000 Penalty: 3858.049316
	Iteration 7F: 3 clusters Score -1.619202e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 89590 members 
Entering Unmasked Estep 
Score: -16198420.000000 Penalty: 3858.049316
	Iteration 8F: 3 clusters Score -1.619842e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -16201820.000000 Penalty: 3858.049316
	Iteration 9Q: 3 clusters Score -1.620182e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -16203001.000000 Penalty: 3858.049316
	Iteration 10Q: 3 clusters Score -1.6203e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 98723 members 
Entering Unmasked Estep 
Score: -16203935.000000 Penalty: 3858.049316
	Iteration 11Q: 3 clusters Score -1.620394e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 102104 members 
Entering Unmasked Estep 
Score: -16204932.000000 Penalty: 3858.049316
	Iteration 12Q: 3 clusters Score -1.620493e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 105612 members 
Entering Unmasked Estep 
Score: -16205840.000000 Penalty: 3858.049316
	Iteration 13Q: 3 clusters Score -1.620584e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 109174 members 
Entering Unmasked Estep 
Score: -16206707.000000 Penalty: 3858.049316
	Iteration 14Q: 3 clusters Score -1.620671e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 112938 members 
Entering Unmasked Estep 
Score: -16207844.000000 Penalty: 3858.049316
	Iteration 15Q: 3 clusters Score -1.620784e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 116837 members 
Entering Unmasked Estep 
Score: -16209265.000000 Penalty: 3858.049316
	Iteration 16Q: 3 clusters Score -1.620926e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 120870 members 
Entering Unmasked Estep 
Score: -16211009.000000 Penalty: 3858.049316
	Iteration 17Q: 3 clusters Score -1.621101e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 124879 members 
Entering Unmasked Estep 
Score: -16212811.000000 Penalty: 3858.049316
	Iteration 18Q: 3 clusters Score -1.621281e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 128689 members 
Entering Unmasked Estep 
Score: -16214731.000000 Penalty: 3858.049316
	Iteration 19Q: 3 clusters Score -1.621473e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 132124 members 
Entering Unmasked Estep 
Score: -16216527.000000 Penalty: 3858.049316
	Iteration 20F: 3 clusters Score -1.621653e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 135062 members 
Entering Unmasked Estep 
Score: -16218289.000000 Penalty: 3858.049316
	Iteration 21Q: 3 clusters Score -1.621829e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 137501 members 
Entering Unmasked Estep 
Score: -16219847.000000 Penalty: 3858.049316
	Iteration 22Q: 3 clusters Score -1.621985e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 139352 members 
Entering Unmasked Estep 
Score: -16221116.000000 Penalty: 3858.049316
	Iteration 23Q: 3 clusters Score -1.622112e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 140690 members 
Entering Unmasked Estep 
Score: -16222126.000000 Penalty: 3858.049316
	Iteration 24Q: 3 clusters Score -1.622213e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 141588 members 
Entering Unmasked Estep 
Score: -16222714.000000 Penalty: 3858.049316
	Iteration 25Q: 3 clusters Score -1.622271e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 142103 members 
Entering Unmasked Estep 
Score: -16223024.000000 Penalty: 3858.049316
	Iteration 26Q: 3 clusters Score -1.622302e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 142407 members 
Entering Unmasked Estep 
Score: -16223322.000000 Penalty: 3858.049316
	Iteration 27Q: 3 clusters Score -1.622332e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 142557 members 
Entering Unmasked Estep 
Score: -16223440.000000 Penalty: 3858.049316
	Iteration 28Q: 3 clusters Score -1.622344e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 142646 members 
Entering Unmasked Estep 
Score: -16223485.000000 Penalty: 3858.049316
	Iteration 29Q: 3 clusters Score -1.622348e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 142693 members 
Entering Unmasked Estep 
Score: -16223528.000000 Penalty: 3858.049316
	Iteration 30Q: 3 clusters Score -1.622353e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 142716 members 
Entering Unmasked Estep 
Score: -16223573.000000 Penalty: 3858.049316
	Iteration 31Q: 3 clusters Score -1.622357e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 142738 members 
Entering Unmasked Estep 
Score: -16223608.000000 Penalty: 3858.049316
	Iteration 32Q: 3 clusters Score -1.622361e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 142750 members 
Entering Unmasked Estep 
Score: -16223613.000000 Penalty: 3858.049316
	Iteration 33Q: 3 clusters Score -1.622361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 142762 members 
Entering Unmasked Estep 
Score: -16223640.000000 Penalty: 3858.049316
	Iteration 34Q: 3 clusters Score -1.622364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 142768 members 
Entering Unmasked Estep 
Score: -16223645.000000 Penalty: 3858.049316
	Iteration 35Q: 3 clusters Score -1.622364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 142772 members 
Entering Unmasked Estep 
Score: -16223649.000000 Penalty: 3858.049316
	Iteration 36Q: 3 clusters Score -1.622365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 142770 members 
Entering Unmasked Estep 
Score: -16223646.000000 Penalty: 3858.049316
	Iteration 37Q: 3 clusters Score -1.622365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 142770 members 
Entering Unmasked Estep 
Score: -16223653.000000 Penalty: 3858.049316
	Iteration 38Q: 3 clusters Score -1.622365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 142771 members 
Entering Unmasked Estep 
Score: -16223650.000000 Penalty: 3858.049316
	Iteration 39Q: 3 clusters Score -1.622365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 142772 members 
Entering Unmasked Estep 
Score: -16223655.000000 Penalty: 3858.049316
	Iteration 40F: 3 clusters Score -1.622366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (83483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83483 members 
Entering Unmasked Estep 
Score: -9687406.000000 Penalty: 1841.514771
	Iteration 0F: 2 clusters Score -9687406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -9631774.000000 Penalty: 3683.029541
	Iteration 0F: 3 clusters Score -9631774 nChanged 39851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -9654857.000000 Penalty: 3683.029541
	Iteration 1F: 3 clusters Score -9654857 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -9655470.000000 Penalty: 3683.029541
	Iteration 2Q: 3 clusters Score -9655470 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -9656334.000000 Penalty: 3683.029541
	Iteration 3Q: 3 clusters Score -9656334 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -9657755.000000 Penalty: 3683.029541
	Iteration 4Q: 3 clusters Score -9657755 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -9660032.000000 Penalty: 3683.029541
	Iteration 5Q: 3 clusters Score -9660032 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -9663582.000000 Penalty: 3683.029541
	Iteration 6F: 3 clusters Score -9663582 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -9668338.000000 Penalty: 3683.029541
	Iteration 7F: 3 clusters Score -9668338 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -9673355.000000 Penalty: 3683.029541
	Iteration 8F: 3 clusters Score -9673355 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -9676511.000000 Penalty: 3683.029541
	Iteration 9F: 3 clusters Score -9676511 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -9678112.000000 Penalty: 3683.029541
	Iteration 10Q: 3 clusters Score -9678112 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -9679098.000000 Penalty: 3683.029541
	Iteration 11Q: 3 clusters Score -9679098 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -9679996.000000 Penalty: 3683.029541
	Iteration 12Q: 3 clusters Score -9679996 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -9680892.000000 Penalty: 3683.029541
	Iteration 13Q: 3 clusters Score -9680892 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -9681759.000000 Penalty: 3683.029541
	Iteration 14Q: 3 clusters Score -9681759 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -9682652.000000 Penalty: 3683.029541
	Iteration 15Q: 3 clusters Score -9682652 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -9683596.000000 Penalty: 3683.029541
	Iteration 16Q: 3 clusters Score -9683596 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -9684473.000000 Penalty: 3683.029541
	Iteration 17Q: 3 clusters Score -9684473 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -9685099.000000 Penalty: 3683.029541
	Iteration 18Q: 3 clusters Score -9685099 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -9685454.000000 Penalty: 3683.029541
	Iteration 19Q: 3 clusters Score -9685454 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -9685705.000000 Penalty: 3683.029541
	Iteration 20F: 3 clusters Score -9685705 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -9685886.000000 Penalty: 3683.029541
	Iteration 21Q: 3 clusters Score -9685886 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -9685889.000000 Penalty: 3683.029541
	Iteration 22Q: 3 clusters Score -9685889 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -9685917.000000 Penalty: 3683.029541
	Iteration 23Q: 3 clusters Score -9685917 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -9685918.000000 Penalty: 3683.029541
	Iteration 24Q: 3 clusters Score -9685918 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -9685943.000000 Penalty: 3683.029541
	Iteration 25Q: 3 clusters Score -9685943 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -9685946.000000 Penalty: 3683.029541
	Iteration 26Q: 3 clusters Score -9685946 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -9685943.000000 Penalty: 3683.029541
	Iteration 27Q: 3 clusters Score -9685943 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -9685950.000000 Penalty: 3683.029541
	Iteration 28Q: 3 clusters Score -9685950 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -9685958.000000 Penalty: 3683.029541
	Iteration 29Q: 3 clusters Score -9685958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -9685953.000000 Penalty: 3683.029541
	Iteration 30Q: 3 clusters Score -9685953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -9685972.000000 Penalty: 3683.029541
	Iteration 31Q: 3 clusters Score -9685972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -9685961.000000 Penalty: 3683.029541
	Iteration 32Q: 3 clusters Score -9685961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -9685966.000000 Penalty: 3683.029541
	Iteration 33Q: 3 clusters Score -9685966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -9685960.000000 Penalty: 3683.029541
	Iteration 34Q: 3 clusters Score -9685960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -9685965.000000 Penalty: 3683.029541
	Iteration 35Q: 3 clusters Score -9685965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -9685959.000000 Penalty: 3683.029541
	Iteration 36Q: 3 clusters Score -9685959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -9685962.000000 Penalty: 3683.029541
	Iteration 37Q: 3 clusters Score -9685962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -9685948.000000 Penalty: 3683.029541
	Iteration 38Q: 3 clusters Score -9685948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -9685946.000000 Penalty: 3683.029541
	Iteration 39Q: 3 clusters Score -9685946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -9685948.000000 Penalty: 3683.029541
	Iteration 40F: 3 clusters Score -9685948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -9685947.000000 Penalty: 3683.029541
	Iteration 41Q: 3 clusters Score -9685947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -9685951.000000 Penalty: 3683.029541
	Iteration 42Q: 3 clusters Score -9685951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -9685949.000000 Penalty: 3683.029541
	Iteration 43Q: 3 clusters Score -9685949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -9685948.000000 Penalty: 3683.029541
	Iteration 44Q: 3 clusters Score -9685948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -9685947.000000 Penalty: 3683.029541
	Iteration 45Q: 3 clusters Score -9685947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -9685953.000000 Penalty: 3683.029541
	Iteration 46Q: 3 clusters Score -9685953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -9685949.000000 Penalty: 3683.029541
	Iteration 47Q: 3 clusters Score -9685949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -9685955.000000 Penalty: 3683.029541
	Iteration 48Q: 3 clusters Score -9685955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -9685960.000000 Penalty: 3683.029541
	Iteration 49Q: 3 clusters Score -9685960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -9685960.000000 Penalty: 3683.029541
	Iteration 50Q: 3 clusters Score -9685960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -9685957.000000 Penalty: 3683.029541
	Iteration 51Q: 3 clusters Score -9685957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -9685959.000000 Penalty: 3683.029541
	Iteration 52Q: 3 clusters Score -9685959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -9685969.000000 Penalty: 3683.029541
	Iteration 53Q: 3 clusters Score -9685969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -9685968.000000 Penalty: 3683.029541
	Iteration 54Q: 3 clusters Score -9685968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -9685967.000000 Penalty: 3683.029541
	Iteration 55Q: 3 clusters Score -9685967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -9685966.000000 Penalty: 3683.029541
	Iteration 56Q: 3 clusters Score -9685966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -9685969.000000 Penalty: 3683.029541
	Iteration 57Q: 3 clusters Score -9685969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -9685954.000000 Penalty: 3683.029541
	Iteration 58Q: 3 clusters Score -9685954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -9685955.000000 Penalty: 3683.029541
	Iteration 59Q: 3 clusters Score -9685955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -9685961.000000 Penalty: 3683.029541
	Iteration 60F: 3 clusters Score -9685961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -9685958.000000 Penalty: 3683.029541
	Iteration 61Q: 3 clusters Score -9685958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -9685973.000000 Penalty: 3683.029541
	Iteration 62Q: 3 clusters Score -9685973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -9685985.000000 Penalty: 3683.029541
	Iteration 63Q: 3 clusters Score -9685985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -9685977.000000 Penalty: 3683.029541
	Iteration 64Q: 3 clusters Score -9685977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -9685977.000000 Penalty: 3683.029541
	Iteration 65Q: 3 clusters Score -9685977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -9685982.000000 Penalty: 3683.029541
	Iteration 66Q: 3 clusters Score -9685982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -9685991.000000 Penalty: 3683.029541
	Iteration 67Q: 3 clusters Score -9685991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -9685991.000000 Penalty: 3683.029541
	Iteration 68Q: 3 clusters Score -9685991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -9685991.000000 Penalty: 3683.029541
	Iteration 69Q: 3 clusters Score -9685991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -9685987.000000 Penalty: 3683.029541
	Iteration 70Q: 3 clusters Score -9685987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -9685988.000000 Penalty: 3683.029541
	Iteration 71Q: 3 clusters Score -9685988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -9685981.000000 Penalty: 3683.029541
	Iteration 72Q: 3 clusters Score -9685981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -9685989.000000 Penalty: 3683.029541
	Iteration 73Q: 3 clusters Score -9685989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -9685986.000000 Penalty: 3683.029541
	Iteration 74Q: 3 clusters Score -9685986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -9685986.000000 Penalty: 3683.029541
	Iteration 75F: 3 clusters Score -9685986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Entering Unmasked Estep 
Score: -1078936.875000 Penalty: 1484.939941
	Iteration 0F: 2 clusters Score -1078937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1072249.875000 Penalty: 2969.879883
	Iteration 0F: 3 clusters Score -1072250 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1074360.875000 Penalty: 2969.879883
	Iteration 1F: 3 clusters Score -1074361 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1074573.000000 Penalty: 2969.879883
	Iteration 2F: 3 clusters Score -1074573 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1074736.250000 Penalty: 2969.879883
	Iteration 3Q: 3 clusters Score -1074736 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1074864.125000 Penalty: 2969.879883
	Iteration 4Q: 3 clusters Score -1074864 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1074996.625000 Penalty: 2969.879883
	Iteration 5Q: 3 clusters Score -1074997 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1075114.375000 Penalty: 2969.879883
	Iteration 6Q: 3 clusters Score -1075114 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1075243.750000 Penalty: 2969.879883
	Iteration 7Q: 3 clusters Score -1075244 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1075383.250000 Penalty: 2969.879883
	Iteration 8Q: 3 clusters Score -1075383 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1075519.375000 Penalty: 2969.879883
	Iteration 9Q: 3 clusters Score -1075519 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1075677.125000 Penalty: 2969.879883
	Iteration 10Q: 3 clusters Score -1075677 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1075906.000000 Penalty: 2969.879883
	Iteration 11Q: 3 clusters Score -1075906 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1076191.125000 Penalty: 2969.879883
	Iteration 12Q: 3 clusters Score -1076191 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1076494.500000 Penalty: 2969.879883
	Iteration 13Q: 3 clusters Score -1076494 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1076753.625000 Penalty: 2969.879883
	Iteration 14Q: 3 clusters Score -1076754 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1076985.375000 Penalty: 2969.879883
	Iteration 15Q: 3 clusters Score -1076985 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1077161.500000 Penalty: 2969.879883
	Iteration 16Q: 3 clusters Score -1077162 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1077288.125000 Penalty: 2969.879883
	Iteration 17Q: 3 clusters Score -1077288 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1077374.625000 Penalty: 2969.879883
	Iteration 18Q: 3 clusters Score -1077375 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1077449.250000 Penalty: 2969.879883
	Iteration 19Q: 3 clusters Score -1077449 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1077505.375000 Penalty: 2969.879883
	Iteration 20F: 3 clusters Score -1077505 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1077541.250000 Penalty: 2969.879883
	Iteration 21Q: 3 clusters Score -1077541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1077567.500000 Penalty: 2969.879883
	Iteration 22Q: 3 clusters Score -1077568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1077588.500000 Penalty: 2969.879883
	Iteration 23Q: 3 clusters Score -1077588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1077603.875000 Penalty: 2969.879883
	Iteration 24Q: 3 clusters Score -1077604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1077609.875000 Penalty: 2969.879883
	Iteration 25Q: 3 clusters Score -1077610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1077616.000000 Penalty: 2969.879883
	Iteration 26Q: 3 clusters Score -1077616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1077616.875000 Penalty: 2969.879883
	Iteration 27Q: 3 clusters Score -1077617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1077621.125000 Penalty: 2969.879883
	Iteration 28Q: 3 clusters Score -1077621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1077622.375000 Penalty: 2969.879883
	Iteration 29Q: 3 clusters Score -1077622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1077623.375000 Penalty: 2969.879883
	Iteration 30Q: 3 clusters Score -1077623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1077623.500000 Penalty: 2969.879883
	Iteration 31Q: 3 clusters Score -1077624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1077625.500000 Penalty: 2969.879883
	Iteration 32Q: 3 clusters Score -1077626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1077628.125000 Penalty: 2969.879883
	Iteration 33Q: 3 clusters Score -1077628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1077629.625000 Penalty: 2969.879883
	Iteration 34Q: 3 clusters Score -1077630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1077633.000000 Penalty: 2969.879883
	Iteration 35Q: 3 clusters Score -1077633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1077637.625000 Penalty: 2969.879883
	Iteration 36Q: 3 clusters Score -1077638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1077638.875000 Penalty: 2969.879883
	Iteration 37Q: 3 clusters Score -1077639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1077639.750000 Penalty: 2969.879883
	Iteration 38Q: 3 clusters Score -1077640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1077639.750000 Penalty: 2969.879883
	Iteration 39F: 3 clusters Score -1077640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Entering Unmasked Estep 
Score: -5333330.000000 Penalty: 1746.407349
	Iteration 0F: 2 clusters Score -5333330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -5302228.500000 Penalty: 3492.814697
	Iteration 0F: 3 clusters Score -5302228 nChanged 21728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -5314812.500000 Penalty: 3492.814697
	Iteration 1F: 3 clusters Score -5314812 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -5315397.000000 Penalty: 3492.814697
	Iteration 2Q: 3 clusters Score -5315397 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -5316095.500000 Penalty: 3492.814697
	Iteration 3Q: 3 clusters Score -5316096 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -5317170.000000 Penalty: 3492.814697
	Iteration 4Q: 3 clusters Score -5317170 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -5318748.500000 Penalty: 3492.814697
	Iteration 5F: 3 clusters Score -5318748 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -5321026.000000 Penalty: 3492.814697
	Iteration 6F: 3 clusters Score -5321026 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -5323743.500000 Penalty: 3492.814697
	Iteration 7F: 3 clusters Score -5323744 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -5326341.000000 Penalty: 3492.814697
	Iteration 8F: 3 clusters Score -5326341 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -5328442.000000 Penalty: 3492.814697
	Iteration 9Q: 3 clusters Score -5328442 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5329890.500000 Penalty: 3492.814697
	Iteration 10Q: 3 clusters Score -5329890 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5330741.000000 Penalty: 3492.814697
	Iteration 11Q: 3 clusters Score -5330741 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5331222.000000 Penalty: 3492.814697
	Iteration 12Q: 3 clusters Score -5331222 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5331483.500000 Penalty: 3492.814697
	Iteration 13Q: 3 clusters Score -5331484 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5331619.000000 Penalty: 3492.814697
	Iteration 14Q: 3 clusters Score -5331619 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5331683.500000 Penalty: 3492.814697
	Iteration 15Q: 3 clusters Score -5331684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5331719.500000 Penalty: 3492.814697
	Iteration 16Q: 3 clusters Score -5331720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5331749.500000 Penalty: 3492.814697
	Iteration 17Q: 3 clusters Score -5331750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5331781.000000 Penalty: 3492.814697
	Iteration 18Q: 3 clusters Score -5331781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5331786.000000 Penalty: 3492.814697
	Iteration 19Q: 3 clusters Score -5331786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5331805.000000 Penalty: 3492.814697
	Iteration 20F: 3 clusters Score -5331805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5331810.500000 Penalty: 3492.814697
	Iteration 21Q: 3 clusters Score -5331810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5331816.500000 Penalty: 3492.814697
	Iteration 22Q: 3 clusters Score -5331816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5331821.000000 Penalty: 3492.814697
	Iteration 23Q: 3 clusters Score -5331821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5331831.500000 Penalty: 3492.814697
	Iteration 24Q: 3 clusters Score -5331832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5331830.000000 Penalty: 3492.814697
	Iteration 25Q: 3 clusters Score -5331830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5331837.000000 Penalty: 3492.814697
	Iteration 26Q: 3 clusters Score -5331837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5331836.500000 Penalty: 3492.814697
	Iteration 27Q: 3 clusters Score -5331836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5331841.500000 Penalty: 3492.814697
	Iteration 28Q: 3 clusters Score -5331842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5331841.500000 Penalty: 3492.814697
	Iteration 29F: 3 clusters Score -5331842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -97624.437500 Penalty: 1116.214844
	Iteration 0F: 2 clusters Score -97624.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96226.406250 Penalty: 2232.429688
	Iteration 0F: 3 clusters Score -96226.41 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -96568.187500 Penalty: 2232.429688
	Iteration 1F: 3 clusters Score -96568.19 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -96664.507812 Penalty: 2232.429688
	Iteration 2F: 3 clusters Score -96664.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96724.890625 Penalty: 2232.429688
	Iteration 3Q: 3 clusters Score -96724.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -96765.390625 Penalty: 2232.429688
	Iteration 4Q: 3 clusters Score -96765.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96791.078125 Penalty: 2232.429688
	Iteration 5Q: 3 clusters Score -96791.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -96811.609375 Penalty: 2232.429688
	Iteration 6Q: 3 clusters Score -96811.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -96820.093750 Penalty: 2232.429688
	Iteration 7Q: 3 clusters Score -96820.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96848.828125 Penalty: 2232.429688
	Iteration 8Q: 3 clusters Score -96848.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -96873.554688 Penalty: 2232.429688
	Iteration 9Q: 3 clusters Score -96873.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -96888.890625 Penalty: 2232.429688
	Iteration 10Q: 3 clusters Score -96888.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -96896.093750 Penalty: 2232.429688
	Iteration 11Q: 3 clusters Score -96896.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -96912.179688 Penalty: 2232.429688
	Iteration 12Q: 3 clusters Score -96912.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -96930.890625 Penalty: 2232.429688
	Iteration 13Q: 3 clusters Score -96930.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96957.679688 Penalty: 2232.429688
	Iteration 14Q: 3 clusters Score -96957.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96994.320312 Penalty: 2232.429688
	Iteration 15Q: 3 clusters Score -96994.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97014.640625 Penalty: 2232.429688
	Iteration 16Q: 3 clusters Score -97014.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -97034.375000 Penalty: 2232.429688
	Iteration 17Q: 3 clusters Score -97034.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97046.765625 Penalty: 2232.429688
	Iteration 18Q: 3 clusters Score -97046.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97057.210938 Penalty: 2232.429688
	Iteration 19Q: 3 clusters Score -97057.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97065.531250 Penalty: 2232.429688
	Iteration 20F: 3 clusters Score -97065.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97075.015625 Penalty: 2232.429688
	Iteration 21Q: 3 clusters Score -97075.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97086.679688 Penalty: 2232.429688
	Iteration 22Q: 3 clusters Score -97086.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97101.671875 Penalty: 2232.429688
	Iteration 23Q: 3 clusters Score -97101.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97109.007812 Penalty: 2232.429688
	Iteration 24Q: 3 clusters Score -97109.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -97111.562500 Penalty: 2232.429688
	Iteration 25Q: 3 clusters Score -97111.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -97115.476562 Penalty: 2232.429688
	Iteration 26Q: 3 clusters Score -97115.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97118.164062 Penalty: 2232.429688
	Iteration 27Q: 3 clusters Score -97118.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97119.546875 Penalty: 2232.429688
	Iteration 28Q: 3 clusters Score -97119.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97121.992188 Penalty: 2232.429688
	Iteration 29Q: 3 clusters Score -97121.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97123.929688 Penalty: 2232.429688
	Iteration 30Q: 3 clusters Score -97123.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97123.929688 Penalty: 2232.429688
	Iteration 31F: 3 clusters Score -97123.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Entering Unmasked Estep 
Score: -4264634.000000 Penalty: 1715.902466
	Iteration 0F: 2 clusters Score -4264634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -4238872.000000 Penalty: 3431.804932
	Iteration 0F: 3 clusters Score -4238872 nChanged 17912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4249037.500000 Penalty: 3431.804932
	Iteration 1F: 3 clusters Score -4249038 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -4249643.000000 Penalty: 3431.804932
	Iteration 2Q: 3 clusters Score -4249643 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -4250301.000000 Penalty: 3431.804932
	Iteration 3Q: 3 clusters Score -4250301 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4251124.500000 Penalty: 3431.804932
	Iteration 4Q: 3 clusters Score -4251124 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -4252143.000000 Penalty: 3431.804932
	Iteration 5Q: 3 clusters Score -4252143 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4253377.500000 Penalty: 3431.804932
	Iteration 6F: 3 clusters Score -4253378 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -4254752.500000 Penalty: 3431.804932
	Iteration 7F: 3 clusters Score -4254752 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -4256139.500000 Penalty: 3431.804932
	Iteration 8F: 3 clusters Score -4256140 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -4257257.000000 Penalty: 3431.804932
	Iteration 9Q: 3 clusters Score -4257257 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -4258081.500000 Penalty: 3431.804932
	Iteration 10Q: 3 clusters Score -4258082 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -4258654.000000 Penalty: 3431.804932
	Iteration 11Q: 3 clusters Score -4258654 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -4259077.000000 Penalty: 3431.804932
	Iteration 12Q: 3 clusters Score -4259077 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4259461.000000 Penalty: 3431.804932
	Iteration 13Q: 3 clusters Score -4259461 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -4259836.000000 Penalty: 3431.804932
	Iteration 14Q: 3 clusters Score -4259836 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -4260250.000000 Penalty: 3431.804932
	Iteration 15Q: 3 clusters Score -4260250 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -4260600.000000 Penalty: 3431.804932
	Iteration 16Q: 3 clusters Score -4260600 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -4260962.500000 Penalty: 3431.804932
	Iteration 17Q: 3 clusters Score -4260962 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -4261247.500000 Penalty: 3431.804932
	Iteration 18Q: 3 clusters Score -4261248 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4261543.500000 Penalty: 3431.804932
	Iteration 19Q: 3 clusters Score -4261544 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -4261793.000000 Penalty: 3431.804932
	Iteration 20F: 3 clusters Score -4261793 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -4261995.000000 Penalty: 3431.804932
	Iteration 21Q: 3 clusters Score -4261995 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4262155.000000 Penalty: 3431.804932
	Iteration 22Q: 3 clusters Score -4262155 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4262336.000000 Penalty: 3431.804932
	Iteration 23Q: 3 clusters Score -4262336 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4262484.000000 Penalty: 3431.804932
	Iteration 24Q: 3 clusters Score -4262484 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4262615.000000 Penalty: 3431.804932
	Iteration 25Q: 3 clusters Score -4262615 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4262727.500000 Penalty: 3431.804932
	Iteration 26Q: 3 clusters Score -4262728 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4262823.000000 Penalty: 3431.804932
	Iteration 27Q: 3 clusters Score -4262823 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4262902.500000 Penalty: 3431.804932
	Iteration 28Q: 3 clusters Score -4262902 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4262983.000000 Penalty: 3431.804932
	Iteration 29Q: 3 clusters Score -4262983 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4263050.000000 Penalty: 3431.804932
	Iteration 30Q: 3 clusters Score -4263050 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4263119.500000 Penalty: 3431.804932
	Iteration 31Q: 3 clusters Score -4263120 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4263172.500000 Penalty: 3431.804932
	Iteration 32Q: 3 clusters Score -4263172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4263217.000000 Penalty: 3431.804932
	Iteration 33Q: 3 clusters Score -4263217 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4263242.000000 Penalty: 3431.804932
	Iteration 34Q: 3 clusters Score -4263242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4263283.000000 Penalty: 3431.804932
	Iteration 35Q: 3 clusters Score -4263283 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4263331.500000 Penalty: 3431.804932
	Iteration 36Q: 3 clusters Score -4263332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4263358.500000 Penalty: 3431.804932
	Iteration 37Q: 3 clusters Score -4263358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4263386.000000 Penalty: 3431.804932
	Iteration 38Q: 3 clusters Score -4263386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4263415.000000 Penalty: 3431.804932
	Iteration 39Q: 3 clusters Score -4263415 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4263456.500000 Penalty: 3431.804932
	Iteration 40F: 3 clusters Score -4263456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4263485.000000 Penalty: 3431.804932
	Iteration 41Q: 3 clusters Score -4263485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4263511.000000 Penalty: 3431.804932
	Iteration 42Q: 3 clusters Score -4263511 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4263531.000000 Penalty: 3431.804932
	Iteration 43Q: 3 clusters Score -4263531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4263545.000000 Penalty: 3431.804932
	Iteration 44Q: 3 clusters Score -4263545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4263577.000000 Penalty: 3431.804932
	Iteration 45Q: 3 clusters Score -4263577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4263594.000000 Penalty: 3431.804932
	Iteration 46Q: 3 clusters Score -4263594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4263600.000000 Penalty: 3431.804932
	Iteration 47Q: 3 clusters Score -4263600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4263607.000000 Penalty: 3431.804932
	Iteration 48Q: 3 clusters Score -4263607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4263617.000000 Penalty: 3431.804932
	Iteration 49Q: 3 clusters Score -4263617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4263621.000000 Penalty: 3431.804932
	Iteration 50Q: 3 clusters Score -4263621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4263623.500000 Penalty: 3431.804932
	Iteration 51Q: 3 clusters Score -4263624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4263627.000000 Penalty: 3431.804932
	Iteration 52Q: 3 clusters Score -4263627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4263627.000000 Penalty: 3431.804932
	Iteration 53F: 3 clusters Score -4263627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Entering Unmasked Estep 
Score: -2152193.750000 Penalty: 1597.994995
	Iteration 0F: 2 clusters Score -2152194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2139434.750000 Penalty: 3195.989990
	Iteration 0F: 3 clusters Score -2139435 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2143944.000000 Penalty: 3195.989990
	Iteration 1F: 3 clusters Score -2143944 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2144255.500000 Penalty: 3195.989990
	Iteration 2F: 3 clusters Score -2144256 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2144493.750000 Penalty: 3195.989990
	Iteration 3Q: 3 clusters Score -2144494 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2144718.000000 Penalty: 3195.989990
	Iteration 4Q: 3 clusters Score -2144718 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2144965.000000 Penalty: 3195.989990
	Iteration 5Q: 3 clusters Score -2144965 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2145232.000000 Penalty: 3195.989990
	Iteration 6Q: 3 clusters Score -2145232 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2145569.750000 Penalty: 3195.989990
	Iteration 7Q: 3 clusters Score -2145570 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2146028.000000 Penalty: 3195.989990
	Iteration 8Q: 3 clusters Score -2146028 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2146640.000000 Penalty: 3195.989990
	Iteration 9F: 3 clusters Score -2146640 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2147356.000000 Penalty: 3195.989990
	Iteration 10F: 3 clusters Score -2147356 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2147983.000000 Penalty: 3195.989990
	Iteration 11F: 3 clusters Score -2147983 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2148338.500000 Penalty: 3195.989990
	Iteration 12Q: 3 clusters Score -2148338 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2148537.250000 Penalty: 3195.989990
	Iteration 13Q: 3 clusters Score -2148537 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2148657.500000 Penalty: 3195.989990
	Iteration 14Q: 3 clusters Score -2148658 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2148751.250000 Penalty: 3195.989990
	Iteration 15Q: 3 clusters Score -2148751 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2148820.500000 Penalty: 3195.989990
	Iteration 16Q: 3 clusters Score -2148820 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2148898.000000 Penalty: 3195.989990
	Iteration 17Q: 3 clusters Score -2148898 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2148983.000000 Penalty: 3195.989990
	Iteration 18Q: 3 clusters Score -2148983 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2149090.250000 Penalty: 3195.989990
	Iteration 19Q: 3 clusters Score -2149090 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2149174.000000 Penalty: 3195.989990
	Iteration 20F: 3 clusters Score -2149174 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2149256.250000 Penalty: 3195.989990
	Iteration 21Q: 3 clusters Score -2149256 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2149344.000000 Penalty: 3195.989990
	Iteration 22Q: 3 clusters Score -2149344 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2149433.000000 Penalty: 3195.989990
	Iteration 23Q: 3 clusters Score -2149433 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2149519.000000 Penalty: 3195.989990
	Iteration 24Q: 3 clusters Score -2149519 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2149614.500000 Penalty: 3195.989990
	Iteration 25Q: 3 clusters Score -2149614 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2149721.750000 Penalty: 3195.989990
	Iteration 26Q: 3 clusters Score -2149722 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2149820.500000 Penalty: 3195.989990
	Iteration 27Q: 3 clusters Score -2149820 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2149909.250000 Penalty: 3195.989990
	Iteration 28Q: 3 clusters Score -2149909 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2149988.000000 Penalty: 3195.989990
	Iteration 29Q: 3 clusters Score -2149988 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2150047.500000 Penalty: 3195.989990
	Iteration 30Q: 3 clusters Score -2150048 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2150104.750000 Penalty: 3195.989990
	Iteration 31Q: 3 clusters Score -2150105 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2150165.000000 Penalty: 3195.989990
	Iteration 32Q: 3 clusters Score -2150165 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2150215.000000 Penalty: 3195.989990
	Iteration 33Q: 3 clusters Score -2150215 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2150280.000000 Penalty: 3195.989990
	Iteration 34Q: 3 clusters Score -2150280 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2150344.500000 Penalty: 3195.989990
	Iteration 35Q: 3 clusters Score -2150344 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2150406.000000 Penalty: 3195.989990
	Iteration 36Q: 3 clusters Score -2150406 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2150459.750000 Penalty: 3195.989990
	Iteration 37Q: 3 clusters Score -2150460 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2150509.250000 Penalty: 3195.989990
	Iteration 38Q: 3 clusters Score -2150509 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2150556.500000 Penalty: 3195.989990
	Iteration 39Q: 3 clusters Score -2150556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2150604.000000 Penalty: 3195.989990
	Iteration 40F: 3 clusters Score -2150604 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2150644.500000 Penalty: 3195.989990
	Iteration 41Q: 3 clusters Score -2150644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2150679.250000 Penalty: 3195.989990
	Iteration 42Q: 3 clusters Score -2150679 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2150708.500000 Penalty: 3195.989990
	Iteration 43Q: 3 clusters Score -2150708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2150730.750000 Penalty: 3195.989990
	Iteration 44Q: 3 clusters Score -2150731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2150747.000000 Penalty: 3195.989990
	Iteration 45Q: 3 clusters Score -2150747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2150758.500000 Penalty: 3195.989990
	Iteration 46Q: 3 clusters Score -2150758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2150770.500000 Penalty: 3195.989990
	Iteration 47Q: 3 clusters Score -2150770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2150781.250000 Penalty: 3195.989990
	Iteration 48Q: 3 clusters Score -2150781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2150784.500000 Penalty: 3195.989990
	Iteration 49Q: 3 clusters Score -2150784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2150786.750000 Penalty: 3195.989990
	Iteration 50Q: 3 clusters Score -2150787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2150796.250000 Penalty: 3195.989990
	Iteration 51Q: 3 clusters Score -2150796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2150802.000000 Penalty: 3195.989990
	Iteration 52Q: 3 clusters Score -2150802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2150808.250000 Penalty: 3195.989990
	Iteration 53Q: 3 clusters Score -2150808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2150817.250000 Penalty: 3195.989990
	Iteration 54Q: 3 clusters Score -2150817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2150822.750000 Penalty: 3195.989990
	Iteration 55Q: 3 clusters Score -2150823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2150827.750000 Penalty: 3195.989990
	Iteration 56Q: 3 clusters Score -2150828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2150832.000000 Penalty: 3195.989990
	Iteration 57Q: 3 clusters Score -2150832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2150833.250000 Penalty: 3195.989990
	Iteration 58Q: 3 clusters Score -2150833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2150840.750000 Penalty: 3195.989990
	Iteration 59Q: 3 clusters Score -2150841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2150844.250000 Penalty: 3195.989990
	Iteration 60F: 3 clusters Score -2150844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2150846.500000 Penalty: 3195.989990
	Iteration 61Q: 3 clusters Score -2150846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2150845.750000 Penalty: 3195.989990
	Iteration 62Q: 3 clusters Score -2150846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2150845.750000 Penalty: 3195.989990
	Iteration 63F: 3 clusters Score -2150846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Entering Unmasked Estep 
Score: -423466.781250 Penalty: 1336.905029
	Iteration 0F: 2 clusters Score -423466.8 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 1897 members 
Entering Unmasked Estep 
Score: -420288.750000 Penalty: 2673.810059
	Iteration 0F: 3 clusters Score -420288.8 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -421184.718750 Penalty: 2673.810059
	Iteration 1F: 3 clusters Score -421184.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -421427.000000 Penalty: 2673.810059
	Iteration 2F: 3 clusters Score -421427 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -421640.812500 Penalty: 2673.810059
	Iteration 3F: 3 clusters Score -421640.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -421808.406250 Penalty: 2673.810059
	Iteration 4F: 3 clusters Score -421808.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -421951.125000 Penalty: 2673.810059
	Iteration 5F: 3 clusters Score -421951.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -422087.031250 Penalty: 2673.810059
	Iteration 6Q: 3 clusters Score -422087 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -422207.468750 Penalty: 2673.810059
	Iteration 7Q: 3 clusters Score -422207.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -422306.250000 Penalty: 2673.810059
	Iteration 8Q: 3 clusters Score -422306.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -422371.500000 Penalty: 2673.810059
	Iteration 9Q: 3 clusters Score -422371.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -422435.093750 Penalty: 2673.810059
	Iteration 10Q: 3 clusters Score -422435.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -422493.781250 Penalty: 2673.810059
	Iteration 11Q: 3 clusters Score -422493.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -422539.437500 Penalty: 2673.810059
	Iteration 12Q: 3 clusters Score -422539.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -422569.625000 Penalty: 2673.810059
	Iteration 13Q: 3 clusters Score -422569.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -422602.375000 Penalty: 2673.810059
	Iteration 14Q: 3 clusters Score -422602.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -422632.406250 Penalty: 2673.810059
	Iteration 15Q: 3 clusters Score -422632.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -422655.781250 Penalty: 2673.810059
	Iteration 16Q: 3 clusters Score -422655.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -422672.593750 Penalty: 2673.810059
	Iteration 17Q: 3 clusters Score -422672.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -422686.031250 Penalty: 2673.810059
	Iteration 18Q: 3 clusters Score -422686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -422693.750000 Penalty: 2673.810059
	Iteration 19Q: 3 clusters Score -422693.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -422701.750000 Penalty: 2673.810059
	Iteration 20F: 3 clusters Score -422701.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -422706.187500 Penalty: 2673.810059
	Iteration 21Q: 3 clusters Score -422706.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -422705.593750 Penalty: 2673.810059
	Iteration 22Q: 3 clusters Score -422705.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -422706.187500 Penalty: 2673.810059
	Iteration 23Q: 3 clusters Score -422706.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -422707.125000 Penalty: 2673.810059
	Iteration 24Q: 3 clusters Score -422707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -422707.593750 Penalty: 2673.810059
	Iteration 25Q: 3 clusters Score -422707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -422708.937500 Penalty: 2673.810059
	Iteration 26Q: 3 clusters Score -422708.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -422708.843750 Penalty: 2673.810059
	Iteration 27Q: 3 clusters Score -422708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -422708.843750 Penalty: 2673.810059
	Iteration 28F: 3 clusters Score -422708.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (89449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89449 members 
Entering Unmasked Estep 
Score: -10329267.000000 Penalty: 1852.731323
	Iteration 0F: 2 clusters Score -1.032927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -10270001.000000 Penalty: 3705.462646
	Iteration 0F: 3 clusters Score -1.027e+07 nChanged 42797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -10294990.000000 Penalty: 3705.462646
	Iteration 1F: 3 clusters Score -1.029499e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -10295714.000000 Penalty: 3705.462646
	Iteration 2Q: 3 clusters Score -1.029571e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -10296685.000000 Penalty: 3705.462646
	Iteration 3Q: 3 clusters Score -1.029668e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -10298254.000000 Penalty: 3705.462646
	Iteration 4Q: 3 clusters Score -1.029825e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -10300894.000000 Penalty: 3705.462646
	Iteration 5F: 3 clusters Score -1.030089e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -10305493.000000 Penalty: 3705.462646
	Iteration 6F: 3 clusters Score -1.030549e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72058 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -10311984.000000 Penalty: 3705.462646
	Iteration 7F: 3 clusters Score -1.031198e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79476 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -10319046.000000 Penalty: 3705.462646
	Iteration 8F: 3 clusters Score -1.031905e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -10323949.000000 Penalty: 3705.462646
	Iteration 9F: 3 clusters Score -1.032395e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -10326268.000000 Penalty: 3705.462646
	Iteration 10Q: 3 clusters Score -1.032627e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88860 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10327137.000000 Penalty: 3705.462646
	Iteration 11Q: 3 clusters Score -1.032714e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10327447.000000 Penalty: 3705.462646
	Iteration 12Q: 3 clusters Score -1.032745e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10327545.000000 Penalty: 3705.462646
	Iteration 13Q: 3 clusters Score -1.032754e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10327584.000000 Penalty: 3705.462646
	Iteration 14Q: 3 clusters Score -1.032758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10327607.000000 Penalty: 3705.462646
	Iteration 15Q: 3 clusters Score -1.032761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10327618.000000 Penalty: 3705.462646
	Iteration 16Q: 3 clusters Score -1.032762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89311 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10327631.000000 Penalty: 3705.462646
	Iteration 17Q: 3 clusters Score -1.032763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89315 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10327631.000000 Penalty: 3705.462646
	Iteration 18Q: 3 clusters Score -1.032763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89315 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10327636.000000 Penalty: 3705.462646
	Iteration 19Q: 3 clusters Score -1.032764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89315 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10327636.000000 Penalty: 3705.462646
	Iteration 20F: 3 clusters Score -1.032764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Entering Unmasked Estep 
Score: -1201749.750000 Penalty: 1505.272705
	Iteration 0F: 2 clusters Score -1201750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1194280.750000 Penalty: 3010.545410
	Iteration 0F: 3 clusters Score -1194281 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1196604.500000 Penalty: 3010.545410
	Iteration 1F: 3 clusters Score -1196604 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1196891.625000 Penalty: 3010.545410
	Iteration 2F: 3 clusters Score -1196892 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1197129.750000 Penalty: 3010.545410
	Iteration 3F: 3 clusters Score -1197130 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1197352.625000 Penalty: 3010.545410
	Iteration 4Q: 3 clusters Score -1197353 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1197506.125000 Penalty: 3010.545410
	Iteration 5Q: 3 clusters Score -1197506 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1197653.375000 Penalty: 3010.545410
	Iteration 6Q: 3 clusters Score -1197653 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1197837.000000 Penalty: 3010.545410
	Iteration 7Q: 3 clusters Score -1197837 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1198035.375000 Penalty: 3010.545410
	Iteration 8Q: 3 clusters Score -1198035 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1198236.375000 Penalty: 3010.545410
	Iteration 9Q: 3 clusters Score -1198236 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1198435.625000 Penalty: 3010.545410
	Iteration 10Q: 3 clusters Score -1198436 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1198641.500000 Penalty: 3010.545410
	Iteration 11Q: 3 clusters Score -1198642 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1198808.625000 Penalty: 3010.545410
	Iteration 12Q: 3 clusters Score -1198809 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1198962.750000 Penalty: 3010.545410
	Iteration 13Q: 3 clusters Score -1198963 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1199103.250000 Penalty: 3010.545410
	Iteration 14Q: 3 clusters Score -1199103 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1199203.125000 Penalty: 3010.545410
	Iteration 15Q: 3 clusters Score -1199203 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1199296.250000 Penalty: 3010.545410
	Iteration 16Q: 3 clusters Score -1199296 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1199371.625000 Penalty: 3010.545410
	Iteration 17Q: 3 clusters Score -1199372 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1199441.125000 Penalty: 3010.545410
	Iteration 18Q: 3 clusters Score -1199441 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1199503.750000 Penalty: 3010.545410
	Iteration 19Q: 3 clusters Score -1199504 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1199564.000000 Penalty: 3010.545410
	Iteration 20F: 3 clusters Score -1199564 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1199628.000000 Penalty: 3010.545410
	Iteration 21Q: 3 clusters Score -1199628 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1199678.375000 Penalty: 3010.545410
	Iteration 22Q: 3 clusters Score -1199678 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1199731.875000 Penalty: 3010.545410
	Iteration 23Q: 3 clusters Score -1199732 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1199771.750000 Penalty: 3010.545410
	Iteration 24Q: 3 clusters Score -1199772 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1199814.750000 Penalty: 3010.545410
	Iteration 25Q: 3 clusters Score -1199815 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1199844.250000 Penalty: 3010.545410
	Iteration 26Q: 3 clusters Score -1199844 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1199867.250000 Penalty: 3010.545410
	Iteration 27Q: 3 clusters Score -1199867 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1199892.625000 Penalty: 3010.545410
	Iteration 28Q: 3 clusters Score -1199893 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1199922.000000 Penalty: 3010.545410
	Iteration 29Q: 3 clusters Score -1199922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1199940.750000 Penalty: 3010.545410
	Iteration 30Q: 3 clusters Score -1199941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1199964.000000 Penalty: 3010.545410
	Iteration 31Q: 3 clusters Score -1199964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1199991.875000 Penalty: 3010.545410
	Iteration 32Q: 3 clusters Score -1199992 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1200025.375000 Penalty: 3010.545410
	Iteration 33Q: 3 clusters Score -1200025 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1200060.500000 Penalty: 3010.545410
	Iteration 34Q: 3 clusters Score -1200060 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1200097.500000 Penalty: 3010.545410
	Iteration 35Q: 3 clusters Score -1200098 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1200127.375000 Penalty: 3010.545410
	Iteration 36Q: 3 clusters Score -1200127 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1200154.250000 Penalty: 3010.545410
	Iteration 37Q: 3 clusters Score -1200154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1200176.875000 Penalty: 3010.545410
	Iteration 38Q: 3 clusters Score -1200177 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1200189.125000 Penalty: 3010.545410
	Iteration 39Q: 3 clusters Score -1200189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1200201.875000 Penalty: 3010.545410
	Iteration 40F: 3 clusters Score -1200202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1200210.625000 Penalty: 3010.545410
	Iteration 41Q: 3 clusters Score -1200211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1200221.875000 Penalty: 3010.545410
	Iteration 42Q: 3 clusters Score -1200222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1200238.375000 Penalty: 3010.545410
	Iteration 43Q: 3 clusters Score -1200238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1200260.875000 Penalty: 3010.545410
	Iteration 44Q: 3 clusters Score -1200261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1200283.750000 Penalty: 3010.545410
	Iteration 45Q: 3 clusters Score -1200284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1200301.000000 Penalty: 3010.545410
	Iteration 46Q: 3 clusters Score -1200301 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1200326.625000 Penalty: 3010.545410
	Iteration 47Q: 3 clusters Score -1200327 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1200343.500000 Penalty: 3010.545410
	Iteration 48Q: 3 clusters Score -1200344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1200368.875000 Penalty: 3010.545410
	Iteration 49Q: 3 clusters Score -1200369 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1200398.500000 Penalty: 3010.545410
	Iteration 50Q: 3 clusters Score -1200398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1200422.250000 Penalty: 3010.545410
	Iteration 51Q: 3 clusters Score -1200422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1200445.625000 Penalty: 3010.545410
	Iteration 52Q: 3 clusters Score -1200446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1200462.500000 Penalty: 3010.545410
	Iteration 53Q: 3 clusters Score -1200462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1200477.750000 Penalty: 3010.545410
	Iteration 54Q: 3 clusters Score -1200478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1200488.625000 Penalty: 3010.545410
	Iteration 55Q: 3 clusters Score -1200489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1200499.500000 Penalty: 3010.545410
	Iteration 56Q: 3 clusters Score -1200500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1200508.500000 Penalty: 3010.545410
	Iteration 57Q: 3 clusters Score -1200508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1200517.750000 Penalty: 3010.545410
	Iteration 58Q: 3 clusters Score -1200518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1200524.125000 Penalty: 3010.545410
	Iteration 59Q: 3 clusters Score -1200524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1200526.875000 Penalty: 3010.545410
	Iteration 60F: 3 clusters Score -1200527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1200528.250000 Penalty: 3010.545410
	Iteration 61Q: 3 clusters Score -1200528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1200530.875000 Penalty: 3010.545410
	Iteration 62Q: 3 clusters Score -1200531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1200531.625000 Penalty: 3010.545410
	Iteration 63Q: 3 clusters Score -1200532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1200537.250000 Penalty: 3010.545410
	Iteration 64Q: 3 clusters Score -1200537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1200537.250000 Penalty: 3010.545410
	Iteration 65Q: 3 clusters Score -1200537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1200539.750000 Penalty: 3010.545410
	Iteration 66Q: 3 clusters Score -1200540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1200542.375000 Penalty: 3010.545410
	Iteration 67Q: 3 clusters Score -1200542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1200545.750000 Penalty: 3010.545410
	Iteration 68Q: 3 clusters Score -1200546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1200547.375000 Penalty: 3010.545410
	Iteration 69Q: 3 clusters Score -1200547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1200547.375000 Penalty: 3010.545410
	Iteration 70Q: 3 clusters Score -1200547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1200549.375000 Penalty: 3010.545410
	Iteration 71Q: 3 clusters Score -1200549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1200550.625000 Penalty: 3010.545410
	Iteration 72Q: 3 clusters Score -1200551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1200553.625000 Penalty: 3010.545410
	Iteration 73Q: 3 clusters Score -1200554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1200553.250000 Penalty: 3010.545410
	Iteration 74Q: 3 clusters Score -1200553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1200553.000000 Penalty: 3010.545410
	Iteration 75Q: 3 clusters Score -1200553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1200552.625000 Penalty: 3010.545410
	Iteration 76Q: 3 clusters Score -1200553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1200554.750000 Penalty: 3010.545410
	Iteration 77Q: 3 clusters Score -1200555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1200558.125000 Penalty: 3010.545410
	Iteration 78Q: 3 clusters Score -1200558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1200558.750000 Penalty: 3010.545410
	Iteration 79Q: 3 clusters Score -1200559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1200560.500000 Penalty: 3010.545410
	Iteration 80F: 3 clusters Score -1200560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1200561.500000 Penalty: 3010.545410
	Iteration 81Q: 3 clusters Score -1200562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1200559.625000 Penalty: 3010.545410
	Iteration 82Q: 3 clusters Score -1200560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1200559.625000 Penalty: 3010.545410
	Iteration 83F: 3 clusters Score -1200560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Entering Unmasked Estep 
Score: -332811.843750 Penalty: 1305.522095
	Iteration 0F: 2 clusters Score -332811.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -330054.406250 Penalty: 2611.044189
	Iteration 0F: 3 clusters Score -330054.4 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -330801.781250 Penalty: 2611.044189
	Iteration 1F: 3 clusters Score -330801.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -331015.437500 Penalty: 2611.044189
	Iteration 2F: 3 clusters Score -331015.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -331240.312500 Penalty: 2611.044189
	Iteration 3F: 3 clusters Score -331240.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -331523.125000 Penalty: 2611.044189
	Iteration 4F: 3 clusters Score -331523.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -331830.406250 Penalty: 2611.044189
	Iteration 5F: 3 clusters Score -331830.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -332108.656250 Penalty: 2611.044189
	Iteration 6F: 3 clusters Score -332108.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -332304.781250 Penalty: 2611.044189
	Iteration 7F: 3 clusters Score -332304.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -332418.312500 Penalty: 2611.044189
	Iteration 8Q: 3 clusters Score -332418.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -332513.250000 Penalty: 2611.044189
	Iteration 9Q: 3 clusters Score -332513.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -332588.687500 Penalty: 2611.044189
	Iteration 10Q: 3 clusters Score -332588.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -332630.250000 Penalty: 2611.044189
	Iteration 11Q: 3 clusters Score -332630.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -332653.562500 Penalty: 2611.044189
	Iteration 12Q: 3 clusters Score -332653.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -332663.562500 Penalty: 2611.044189
	Iteration 13Q: 3 clusters Score -332663.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -332671.406250 Penalty: 2611.044189
	Iteration 14Q: 3 clusters Score -332671.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -332683.218750 Penalty: 2611.044189
	Iteration 15Q: 3 clusters Score -332683.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -332691.156250 Penalty: 2611.044189
	Iteration 16Q: 3 clusters Score -332691.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -332697.156250 Penalty: 2611.044189
	Iteration 17Q: 3 clusters Score -332697.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -332703.187500 Penalty: 2611.044189
	Iteration 18Q: 3 clusters Score -332703.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -332708.343750 Penalty: 2611.044189
	Iteration 19Q: 3 clusters Score -332708.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -332711.687500 Penalty: 2611.044189
	Iteration 20F: 3 clusters Score -332711.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -332717.312500 Penalty: 2611.044189
	Iteration 21Q: 3 clusters Score -332717.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -332721.625000 Penalty: 2611.044189
	Iteration 22Q: 3 clusters Score -332721.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -332726.500000 Penalty: 2611.044189
	Iteration 23Q: 3 clusters Score -332726.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -332729.312500 Penalty: 2611.044189
	Iteration 24Q: 3 clusters Score -332729.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -332733.906250 Penalty: 2611.044189
	Iteration 25Q: 3 clusters Score -332733.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -332738.875000 Penalty: 2611.044189
	Iteration 26Q: 3 clusters Score -332738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -332739.187500 Penalty: 2611.044189
	Iteration 27Q: 3 clusters Score -332739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -332740.187500 Penalty: 2611.044189
	Iteration 28Q: 3 clusters Score -332740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -332740.187500 Penalty: 2611.044189
	Iteration 29F: 3 clusters Score -332740.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -360639.750000 Penalty: 1319.933594
	Iteration 0F: 2 clusters Score -360639.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -357735.656250 Penalty: 2639.867188
	Iteration 0F: 3 clusters Score -357735.7 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -358691.906250 Penalty: 2639.867188
	Iteration 1F: 3 clusters Score -358691.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -359200.031250 Penalty: 2639.867188
	Iteration 2F: 3 clusters Score -359200 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -359563.906250 Penalty: 2639.867188
	Iteration 3F: 3 clusters Score -359563.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -359864.968750 Penalty: 2639.867188
	Iteration 4F: 3 clusters Score -359865 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -360050.843750 Penalty: 2639.867188
	Iteration 5F: 3 clusters Score -360050.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -360176.875000 Penalty: 2639.867188
	Iteration 6Q: 3 clusters Score -360176.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -360260.593750 Penalty: 2639.867188
	Iteration 7Q: 3 clusters Score -360260.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -360327.437500 Penalty: 2639.867188
	Iteration 8Q: 3 clusters Score -360327.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -360386.531250 Penalty: 2639.867188
	Iteration 9Q: 3 clusters Score -360386.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -360422.187500 Penalty: 2639.867188
	Iteration 10Q: 3 clusters Score -360422.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -360445.093750 Penalty: 2639.867188
	Iteration 11Q: 3 clusters Score -360445.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -360459.687500 Penalty: 2639.867188
	Iteration 12Q: 3 clusters Score -360459.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -360467.718750 Penalty: 2639.867188
	Iteration 13Q: 3 clusters Score -360467.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -360474.937500 Penalty: 2639.867188
	Iteration 14Q: 3 clusters Score -360474.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -360479.343750 Penalty: 2639.867188
	Iteration 15Q: 3 clusters Score -360479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -360481.468750 Penalty: 2639.867188
	Iteration 16Q: 3 clusters Score -360481.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -360482.906250 Penalty: 2639.867188
	Iteration 17Q: 3 clusters Score -360482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -360489.718750 Penalty: 2639.867188
	Iteration 18Q: 3 clusters Score -360489.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -360492.593750 Penalty: 2639.867188
	Iteration 19Q: 3 clusters Score -360492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -360493.468750 Penalty: 2639.867188
	Iteration 20F: 3 clusters Score -360493.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -360493.531250 Penalty: 2639.867188
	Iteration 21Q: 3 clusters Score -360493.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -360494.031250 Penalty: 2639.867188
	Iteration 22Q: 3 clusters Score -360494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -360494.500000 Penalty: 2639.867188
	Iteration 23Q: 3 clusters Score -360494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -360494.593750 Penalty: 2639.867188
	Iteration 24Q: 3 clusters Score -360494.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -360494.593750 Penalty: 2639.867188
	Iteration 25F: 3 clusters Score -360494.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Entering Unmasked Estep 
Score: -461963.281250 Penalty: 1346.886841
	Iteration 0F: 2 clusters Score -461963.3 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 1986 members 
Entering Unmasked Estep 
Score: -458606.187500 Penalty: 2693.773682
	Iteration 0F: 3 clusters Score -458606.2 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -459448.656250 Penalty: 2693.773682
	Iteration 1F: 3 clusters Score -459448.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -459610.687500 Penalty: 2693.773682
	Iteration 2F: 3 clusters Score -459610.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -459721.187500 Penalty: 2693.773682
	Iteration 3F: 3 clusters Score -459721.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -459814.468750 Penalty: 2693.773682
	Iteration 4Q: 3 clusters Score -459814.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -459904.937500 Penalty: 2693.773682
	Iteration 5Q: 3 clusters Score -459904.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -459980.812500 Penalty: 2693.773682
	Iteration 6Q: 3 clusters Score -459980.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -460050.468750 Penalty: 2693.773682
	Iteration 7Q: 3 clusters Score -460050.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -460107.687500 Penalty: 2693.773682
	Iteration 8Q: 3 clusters Score -460107.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -460162.031250 Penalty: 2693.773682
	Iteration 9Q: 3 clusters Score -460162 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -460217.906250 Penalty: 2693.773682
	Iteration 10Q: 3 clusters Score -460217.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -460270.437500 Penalty: 2693.773682
	Iteration 11Q: 3 clusters Score -460270.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -460325.781250 Penalty: 2693.773682
	Iteration 12Q: 3 clusters Score -460325.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -460382.968750 Penalty: 2693.773682
	Iteration 13Q: 3 clusters Score -460383 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -460444.875000 Penalty: 2693.773682
	Iteration 14Q: 3 clusters Score -460444.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -460507.625000 Penalty: 2693.773682
	Iteration 15Q: 3 clusters Score -460507.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -460585.625000 Penalty: 2693.773682
	Iteration 16Q: 3 clusters Score -460585.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -460651.218750 Penalty: 2693.773682
	Iteration 17Q: 3 clusters Score -460651.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -460691.281250 Penalty: 2693.773682
	Iteration 18Q: 3 clusters Score -460691.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -460731.093750 Penalty: 2693.773682
	Iteration 19Q: 3 clusters Score -460731.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -460775.437500 Penalty: 2693.773682
	Iteration 20F: 3 clusters Score -460775.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -460814.656250 Penalty: 2693.773682
	Iteration 21Q: 3 clusters Score -460814.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -460838.562500 Penalty: 2693.773682
	Iteration 22Q: 3 clusters Score -460838.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -460856.562500 Penalty: 2693.773682
	Iteration 23Q: 3 clusters Score -460856.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -460864.093750 Penalty: 2693.773682
	Iteration 24Q: 3 clusters Score -460864.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -460870.968750 Penalty: 2693.773682
	Iteration 25Q: 3 clusters Score -460871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -460872.968750 Penalty: 2693.773682
	Iteration 26Q: 3 clusters Score -460873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -460875.812500 Penalty: 2693.773682
	Iteration 27Q: 3 clusters Score -460875.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -460880.468750 Penalty: 2693.773682
	Iteration 28Q: 3 clusters Score -460880.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -460883.000000 Penalty: 2693.773682
	Iteration 29Q: 3 clusters Score -460883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -460883.250000 Penalty: 2693.773682
	Iteration 30Q: 3 clusters Score -460883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -460886.000000 Penalty: 2693.773682
	Iteration 31Q: 3 clusters Score -460886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -460888.093750 Penalty: 2693.773682
	Iteration 32Q: 3 clusters Score -460888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -460888.968750 Penalty: 2693.773682
	Iteration 33Q: 3 clusters Score -460889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -460890.500000 Penalty: 2693.773682
	Iteration 34Q: 3 clusters Score -460890.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -460891.875000 Penalty: 2693.773682
	Iteration 35Q: 3 clusters Score -460891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -460893.062500 Penalty: 2693.773682
	Iteration 36Q: 3 clusters Score -460893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -460894.593750 Penalty: 2693.773682
	Iteration 37Q: 3 clusters Score -460894.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -460896.281250 Penalty: 2693.773682
	Iteration 38Q: 3 clusters Score -460896.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -460897.593750 Penalty: 2693.773682
	Iteration 39Q: 3 clusters Score -460897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -460897.656250 Penalty: 2693.773682
	Iteration 40F: 3 clusters Score -460897.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -460897.625000 Penalty: 2693.773682
	Iteration 41Q: 3 clusters Score -460897.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -460897.625000 Penalty: 2693.773682
	Iteration 42F: 3 clusters Score -460897.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (151002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151002 members 
Entering Unmasked Estep 
Score: -17072756.000000 Penalty: 1937.820435
	Iteration 0F: 2 clusters Score -1.707276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 75364 members 
Entering Unmasked Estep 
Score: -16973344.000000 Penalty: 3875.640869
	Iteration 0F: 3 clusters Score -1.697334e+07 nChanged 72741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80163 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -17016210.000000 Penalty: 3875.640869
	Iteration 1F: 3 clusters Score -1.701621e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82790 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -17017426.000000 Penalty: 3875.640869
	Iteration 2Q: 3 clusters Score -1.701743e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86839 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -17019132.000000 Penalty: 3875.640869
	Iteration 3Q: 3 clusters Score -1.701913e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -17021996.000000 Penalty: 3875.640869
	Iteration 4Q: 3 clusters Score -1.7022e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101768 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -17027268.000000 Penalty: 3875.640869
	Iteration 5F: 3 clusters Score -1.702727e+07 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113450 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -17035930.000000 Penalty: 3875.640869
	Iteration 6F: 3 clusters Score -1.703593e+07 nChanged 13525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126971 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -17048250.000000 Penalty: 3875.640869
	Iteration 7F: 3 clusters Score -1.704825e+07 nChanged 12222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139193 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -17060394.000000 Penalty: 3875.640869
	Iteration 8F: 3 clusters Score -1.706039e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146665 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -17067416.000000 Penalty: 3875.640869
	Iteration 9Q: 3 clusters Score -1.706742e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149639 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -17070150.000000 Penalty: 3875.640869
	Iteration 10Q: 3 clusters Score -1.707015e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150441 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -17070834.000000 Penalty: 3875.640869
	Iteration 11Q: 3 clusters Score -1.707083e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150647 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -17071048.000000 Penalty: 3875.640869
	Iteration 12Q: 3 clusters Score -1.707105e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -17071140.000000 Penalty: 3875.640869
	Iteration 13Q: 3 clusters Score -1.707114e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150704 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -17071184.000000 Penalty: 3875.640869
	Iteration 14Q: 3 clusters Score -1.707118e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150713 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -17071224.000000 Penalty: 3875.640869
	Iteration 15Q: 3 clusters Score -1.707122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150712 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17071224.000000 Penalty: 3875.640869
	Iteration 16Q: 3 clusters Score -1.707122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150714 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -17071240.000000 Penalty: 3875.640869
	Iteration 17Q: 3 clusters Score -1.707124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150715 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17071246.000000 Penalty: 3875.640869
	Iteration 18Q: 3 clusters Score -1.707125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150715 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17071242.000000 Penalty: 3875.640869
	Iteration 19Q: 3 clusters Score -1.707124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150715 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17071242.000000 Penalty: 3875.640869
	Iteration 20F: 3 clusters Score -1.707124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150714 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -17071242.000000 Penalty: 3875.640869
	Iteration 21Q: 3 clusters Score -1.707124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150713 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -17071252.000000 Penalty: 3875.640869
	Iteration 22Q: 3 clusters Score -1.707125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150713 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -17071252.000000 Penalty: 3875.640869
	Iteration 23F: 3 clusters Score -1.707125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 3367 members 
Mstep: Class 3 contains 59409 members 
Mstep: Class 4 contains 10069 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 96902 members 
Mstep: Class 7 contains 9201 members 
Mstep: Class 8 contains 8175 members 
Mstep: Class 9 contains 102564 members 
Mstep: Class 10 contains 143046 members 
Mstep: Class 11 contains 83483 members 
Mstep: Class 12 contains 9303 members 
Mstep: Class 13 contains 46496 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38538 members 
Mstep: Class 16 contains 18654 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 89449 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3370 members 
Mstep: Class 22 contains 3978 members 
Mstep: Class 23 contains 151002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102576.000000 Penalty: 51286.125000
Iteration 239Q: 24 clusters Score -1.021026e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 3 contains 59644 members 
Mstep: Class 4 contains 10069 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 96760 members 
Mstep: Class 7 contains 9210 members 
Mstep: Class 8 contains 8171 members 
Mstep: Class 9 contains 102555 members 
Mstep: Class 10 contains 143057 members 
Mstep: Class 11 contains 83374 members 
Mstep: Class 12 contains 9316 members 
Mstep: Class 13 contains 46491 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38533 members 
Mstep: Class 16 contains 18655 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 89459 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3370 members 
Mstep: Class 22 contains 3978 members 
Mstep: Class 23 contains 150992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102544.000000 Penalty: 51286.125000
Iteration 240F: 24 clusters Score -1.021025e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 3373 members 
Mstep: Class 3 contains 59883 members 
Mstep: Class 4 contains 10069 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 96628 members 
Mstep: Class 7 contains 9225 members 
Mstep: Class 8 contains 8170 members 
Mstep: Class 9 contains 102522 members 
Mstep: Class 10 contains 143076 members 
Mstep: Class 11 contains 83263 members 
Mstep: Class 12 contains 9337 members 
Mstep: Class 13 contains 46489 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38533 members 
Mstep: Class 16 contains 18649 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 89473 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3370 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 150967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102592.000000 Penalty: 51286.125000
Iteration 241Q: 24 clusters Score -1.021026e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 60118 members 
Mstep: Class 4 contains 10072 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 96441 members 
Mstep: Class 7 contains 9249 members 
Mstep: Class 8 contains 8167 members 
Mstep: Class 9 contains 102520 members 
Mstep: Class 10 contains 143102 members 
Mstep: Class 11 contains 83188 members 
Mstep: Class 12 contains 9361 members 
Mstep: Class 13 contains 46478 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38533 members 
Mstep: Class 16 contains 18644 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 89475 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3370 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 150940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102736.000000 Penalty: 51286.125000
Iteration 242Q: 24 clusters Score -1.021027e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 3 contains 60345 members 
Mstep: Class 4 contains 10076 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 96260 members 
Mstep: Class 7 contains 9274 members 
Mstep: Class 8 contains 8160 members 
Mstep: Class 9 contains 102517 members 
Mstep: Class 10 contains 143125 members 
Mstep: Class 11 contains 83108 members 
Mstep: Class 12 contains 9384 members 
Mstep: Class 13 contains 46472 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38531 members 
Mstep: Class 16 contains 18635 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 89484 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3975 members 
Mstep: Class 23 contains 150920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103016.000000 Penalty: 51286.125000
Iteration 243Q: 24 clusters Score -1.02103e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 3378 members 
Mstep: Class 3 contains 60606 members 
Mstep: Class 4 contains 10077 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 96112 members 
Mstep: Class 7 contains 9288 members 
Mstep: Class 8 contains 8157 members 
Mstep: Class 9 contains 102471 members 
Mstep: Class 10 contains 143128 members 
Mstep: Class 11 contains 83025 members 
Mstep: Class 12 contains 9414 members 
Mstep: Class 13 contains 46465 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38535 members 
Mstep: Class 16 contains 18631 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 89487 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 150889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103168.000000 Penalty: 51286.125000
Iteration 244Q: 24 clusters Score -1.021032e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 3382 members 
Mstep: Class 3 contains 60864 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 95973 members 
Mstep: Class 7 contains 9304 members 
Mstep: Class 8 contains 8147 members 
Mstep: Class 9 contains 102417 members 
Mstep: Class 10 contains 143125 members 
Mstep: Class 11 contains 82938 members 
Mstep: Class 12 contains 9433 members 
Mstep: Class 13 contains 46463 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38540 members 
Mstep: Class 16 contains 18629 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 89487 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3978 members 
Mstep: Class 23 contains 150877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103296.000000 Penalty: 51286.125000
Iteration 245Q: 24 clusters Score -1.021033e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 3386 members 
Mstep: Class 3 contains 61094 members 
Mstep: Class 4 contains 10078 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 95807 members 
Mstep: Class 7 contains 9328 members 
Mstep: Class 8 contains 8143 members 
Mstep: Class 9 contains 102384 members 
Mstep: Class 10 contains 143127 members 
Mstep: Class 11 contains 82887 members 
Mstep: Class 12 contains 9447 members 
Mstep: Class 13 contains 46458 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38543 members 
Mstep: Class 16 contains 18626 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 89492 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 150859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103496.000000 Penalty: 51286.125000
Iteration 246Q: 24 clusters Score -1.021035e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 3388 members 
Mstep: Class 3 contains 61330 members 
Mstep: Class 4 contains 10082 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 95655 members 
Mstep: Class 7 contains 9355 members 
Mstep: Class 8 contains 8139 members 
Mstep: Class 9 contains 102332 members 
Mstep: Class 10 contains 143128 members 
Mstep: Class 11 contains 82823 members 
Mstep: Class 12 contains 9461 members 
Mstep: Class 13 contains 46452 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38545 members 
Mstep: Class 16 contains 18627 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 89500 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3975 members 
Mstep: Class 23 contains 150843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103840.000000 Penalty: 51286.125000
Iteration 247Q: 24 clusters Score -1.021038e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 61591 members 
Mstep: Class 4 contains 10086 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 95493 members 
Mstep: Class 7 contains 9381 members 
Mstep: Class 8 contains 8137 members 
Mstep: Class 9 contains 102271 members 
Mstep: Class 10 contains 143135 members 
Mstep: Class 11 contains 82750 members 
Mstep: Class 12 contains 9474 members 
Mstep: Class 13 contains 46444 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38546 members 
Mstep: Class 16 contains 18627 members 
Mstep: Class 17 contains 3740 members 
Mstep: Class 18 contains 89512 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 150827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103800.000000 Penalty: 51286.125000
Iteration 248Q: 24 clusters Score -1.021038e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 3392 members 
Mstep: Class 3 contains 61906 members 
Mstep: Class 4 contains 10087 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 95345 members 
Mstep: Class 7 contains 9399 members 
Mstep: Class 8 contains 8136 members 
Mstep: Class 9 contains 102178 members 
Mstep: Class 10 contains 143144 members 
Mstep: Class 11 contains 82651 members 
Mstep: Class 12 contains 9495 members 
Mstep: Class 13 contains 46434 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38550 members 
Mstep: Class 16 contains 18626 members 
Mstep: Class 17 contains 3740 members 
Mstep: Class 18 contains 89509 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3978 members 
Mstep: Class 23 contains 150807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103776.000000 Penalty: 51286.125000
Iteration 249Q: 24 clusters Score -1.021038e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 3398 members 
Mstep: Class 3 contains 62229 members 
Mstep: Class 4 contains 10085 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 95173 members 
Mstep: Class 7 contains 9421 members 
Mstep: Class 8 contains 8131 members 
Mstep: Class 9 contains 102069 members 
Mstep: Class 10 contains 143156 members 
Mstep: Class 11 contains 82562 members 
Mstep: Class 12 contains 9514 members 
Mstep: Class 13 contains 46425 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38552 members 
Mstep: Class 16 contains 18626 members 
Mstep: Class 17 contains 3740 members 
Mstep: Class 18 contains 89518 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3980 members 
Mstep: Class 23 contains 150794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103760.000000 Penalty: 51286.125000
Iteration 250Q: 24 clusters Score -1.021038e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 3399 members 
Mstep: Class 3 contains 62553 members 
Mstep: Class 4 contains 10084 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 95000 members 
Mstep: Class 7 contains 9445 members 
Mstep: Class 8 contains 8128 members 
Mstep: Class 9 contains 101924 members 
Mstep: Class 10 contains 143182 members 
Mstep: Class 11 contains 82514 members 
Mstep: Class 12 contains 9541 members 
Mstep: Class 13 contains 46419 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38548 members 
Mstep: Class 16 contains 18625 members 
Mstep: Class 17 contains 3740 members 
Mstep: Class 18 contains 89533 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3981 members 
Mstep: Class 23 contains 150762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103872.000000 Penalty: 51286.125000
Iteration 251Q: 24 clusters Score -1.021039e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 3401 members 
Mstep: Class 3 contains 62883 members 
Mstep: Class 4 contains 10084 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 94861 members 
Mstep: Class 7 contains 9465 members 
Mstep: Class 8 contains 8127 members 
Mstep: Class 9 contains 101750 members 
Mstep: Class 10 contains 143200 members 
Mstep: Class 11 contains 82452 members 
Mstep: Class 12 contains 9564 members 
Mstep: Class 13 contains 46414 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38547 members 
Mstep: Class 16 contains 18624 members 
Mstep: Class 17 contains 3740 members 
Mstep: Class 18 contains 89568 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3982 members 
Mstep: Class 23 contains 150722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104136.000000 Penalty: 51286.125000
Iteration 252Q: 24 clusters Score -1.021041e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 3402 members 
Mstep: Class 3 contains 63192 members 
Mstep: Class 4 contains 10086 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 94709 members 
Mstep: Class 7 contains 9496 members 
Mstep: Class 8 contains 8127 members 
Mstep: Class 9 contains 101605 members 
Mstep: Class 10 contains 143212 members 
Mstep: Class 11 contains 82403 members 
Mstep: Class 12 contains 9583 members 
Mstep: Class 13 contains 46405 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38542 members 
Mstep: Class 16 contains 18623 members 
Mstep: Class 17 contains 3740 members 
Mstep: Class 18 contains 89590 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3982 members 
Mstep: Class 23 contains 150700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104056.000000 Penalty: 51286.125000
Iteration 253Q: 24 clusters Score -1.021041e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 3402 members 
Mstep: Class 3 contains 63483 members 
Mstep: Class 4 contains 10089 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 94559 members 
Mstep: Class 7 contains 9524 members 
Mstep: Class 8 contains 8128 members 
Mstep: Class 9 contains 101460 members 
Mstep: Class 10 contains 143219 members 
Mstep: Class 11 contains 82371 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 46394 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38540 members 
Mstep: Class 16 contains 18624 members 
Mstep: Class 17 contains 3740 members 
Mstep: Class 18 contains 89594 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3981 members 
Mstep: Class 23 contains 150687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104104.000000 Penalty: 51286.125000
Iteration 254Q: 24 clusters Score -1.021041e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 3404 members 
Mstep: Class 3 contains 63826 members 
Mstep: Class 4 contains 10092 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 94389 members 
Mstep: Class 7 contains 9553 members 
Mstep: Class 8 contains 8130 members 
Mstep: Class 9 contains 101300 members 
Mstep: Class 10 contains 143247 members 
Mstep: Class 11 contains 82339 members 
Mstep: Class 12 contains 9610 members 
Mstep: Class 13 contains 46381 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38537 members 
Mstep: Class 16 contains 18624 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 89599 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3981 members 
Mstep: Class 23 contains 150661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104192.000000 Penalty: 51286.125000
Iteration 255Q: 24 clusters Score -1.021042e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 3404 members 
Mstep: Class 3 contains 64158 members 
Mstep: Class 4 contains 10094 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 94232 members 
Mstep: Class 7 contains 9577 members 
Mstep: Class 8 contains 8128 members 
Mstep: Class 9 contains 101114 members 
Mstep: Class 10 contains 143250 members 
Mstep: Class 11 contains 82316 members 
Mstep: Class 12 contains 9622 members 
Mstep: Class 13 contains 46367 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38541 members 
Mstep: Class 16 contains 18627 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 89606 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3981 members 
Mstep: Class 23 contains 150652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104488.000000 Penalty: 51286.125000
Iteration 256Q: 24 clusters Score -1.021045e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 3404 members 
Mstep: Class 3 contains 64479 members 
Mstep: Class 4 contains 10096 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 94075 members 
Mstep: Class 7 contains 9598 members 
Mstep: Class 8 contains 8127 members 
Mstep: Class 9 contains 100952 members 
Mstep: Class 10 contains 143256 members 
Mstep: Class 11 contains 82286 members 
Mstep: Class 12 contains 9641 members 
Mstep: Class 13 contains 46355 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38544 members 
Mstep: Class 16 contains 18627 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 89626 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3980 members 
Mstep: Class 23 contains 150635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104408.000000 Penalty: 51286.125000
Iteration 257Q: 24 clusters Score -1.021044e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 3404 members 
Mstep: Class 3 contains 64833 members 
Mstep: Class 4 contains 10101 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 93893 members 
Mstep: Class 7 contains 9612 members 
Mstep: Class 8 contains 8126 members 
Mstep: Class 9 contains 100806 members 
Mstep: Class 10 contains 143268 members 
Mstep: Class 11 contains 82231 members 
Mstep: Class 12 contains 9667 members 
Mstep: Class 13 contains 46340 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38547 members 
Mstep: Class 16 contains 18633 members 
Mstep: Class 17 contains 3745 members 
Mstep: Class 18 contains 89649 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3981 members 
Mstep: Class 23 contains 150594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104400.000000 Penalty: 51286.125000
Iteration 258Q: 24 clusters Score -1.021044e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 3406 members 
Mstep: Class 3 contains 65171 members 
Mstep: Class 4 contains 10105 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 93710 members 
Mstep: Class 7 contains 9626 members 
Mstep: Class 8 contains 8121 members 
Mstep: Class 9 contains 100676 members 
Mstep: Class 10 contains 143256 members 
Mstep: Class 11 contains 82185 members 
Mstep: Class 12 contains 9683 members 
Mstep: Class 13 contains 46333 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38546 members 
Mstep: Class 16 contains 18633 members 
Mstep: Class 17 contains 3746 members 
Mstep: Class 18 contains 89663 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3981 members 
Mstep: Class 23 contains 150601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104480.000000 Penalty: 51286.125000
Iteration 259Q: 24 clusters Score -1.021045e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 3405 members 
Mstep: Class 3 contains 65513 members 
Mstep: Class 4 contains 10114 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 93508 members 
Mstep: Class 7 contains 9643 members 
Mstep: Class 8 contains 8118 members 
Mstep: Class 9 contains 100526 members 
Mstep: Class 10 contains 143250 members 
Mstep: Class 11 contains 82169 members 
Mstep: Class 12 contains 9701 members 
Mstep: Class 13 contains 46331 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38543 members 
Mstep: Class 16 contains 18631 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 89679 members 
Mstep: Class 19 contains 10556 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3985 members 
Mstep: Class 23 contains 150587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104312.000000 Penalty: 51286.125000
Iteration 260F: 24 clusters Score -1.021043e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 3404 members 
Mstep: Class 3 contains 65815 members 
Mstep: Class 4 contains 10120 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 93324 members 
Mstep: Class 7 contains 9660 members 
Mstep: Class 8 contains 8117 members 
Mstep: Class 9 contains 100388 members 
Mstep: Class 10 contains 143266 members 
Mstep: Class 11 contains 82166 members 
Mstep: Class 12 contains 9715 members 
Mstep: Class 13 contains 46316 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38544 members 
Mstep: Class 16 contains 18634 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 89691 members 
Mstep: Class 19 contains 10557 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3990 members 
Mstep: Class 23 contains 150559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104552.000000 Penalty: 51286.125000
Iteration 261Q: 24 clusters Score -1.021046e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 3405 members 
Mstep: Class 3 contains 66101 members 
Mstep: Class 4 contains 10123 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 93122 members 
Mstep: Class 7 contains 9679 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 100294 members 
Mstep: Class 10 contains 143284 members 
Mstep: Class 11 contains 82133 members 
Mstep: Class 12 contains 9725 members 
Mstep: Class 13 contains 46313 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38546 members 
Mstep: Class 16 contains 18635 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 89711 members 
Mstep: Class 19 contains 10556 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 3997 members 
Mstep: Class 23 contains 150525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104664.000000 Penalty: 51286.125000
Iteration 262Q: 24 clusters Score -1.021047e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 3406 members 
Mstep: Class 3 contains 66395 members 
Mstep: Class 4 contains 10129 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 92919 members 
Mstep: Class 7 contains 9696 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 100222 members 
Mstep: Class 10 contains 143310 members 
Mstep: Class 11 contains 82082 members 
Mstep: Class 12 contains 9734 members 
Mstep: Class 13 contains 46304 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38547 members 
Mstep: Class 16 contains 18633 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 89731 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 4000 members 
Mstep: Class 23 contains 150481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104488.000000 Penalty: 51286.125000
Iteration 263Q: 24 clusters Score -1.021045e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 3407 members 
Mstep: Class 3 contains 66674 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 92747 members 
Mstep: Class 7 contains 9720 members 
Mstep: Class 8 contains 8110 members 
Mstep: Class 9 contains 100154 members 
Mstep: Class 10 contains 143328 members 
Mstep: Class 11 contains 82006 members 
Mstep: Class 12 contains 9743 members 
Mstep: Class 13 contains 46302 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38548 members 
Mstep: Class 16 contains 18632 members 
Mstep: Class 17 contains 3751 members 
Mstep: Class 18 contains 89757 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 4005 members 
Mstep: Class 23 contains 150440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104520.000000 Penalty: 51286.125000
Iteration 264Q: 24 clusters Score -1.021045e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 66959 members 
Mstep: Class 4 contains 10139 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 92555 members 
Mstep: Class 7 contains 9734 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 100094 members 
Mstep: Class 10 contains 143356 members 
Mstep: Class 11 contains 81935 members 
Mstep: Class 12 contains 9759 members 
Mstep: Class 13 contains 46299 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38549 members 
Mstep: Class 16 contains 18634 members 
Mstep: Class 17 contains 3752 members 
Mstep: Class 18 contains 89771 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 4008 members 
Mstep: Class 23 contains 150385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104672.000000 Penalty: 51286.125000
Iteration 265Q: 24 clusters Score -1.021047e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 3412 members 
Mstep: Class 3 contains 67230 members 
Mstep: Class 4 contains 10141 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 92330 members 
Mstep: Class 7 contains 9752 members 
Mstep: Class 8 contains 8110 members 
Mstep: Class 9 contains 100067 members 
Mstep: Class 10 contains 143384 members 
Mstep: Class 11 contains 81884 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 46292 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38549 members 
Mstep: Class 16 contains 18637 members 
Mstep: Class 17 contains 3752 members 
Mstep: Class 18 contains 89777 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 4011 members 
Mstep: Class 23 contains 150346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104672.000000 Penalty: 51286.125000
Iteration 266Q: 24 clusters Score -1.021047e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 3410 members 
Mstep: Class 3 contains 67554 members 
Mstep: Class 4 contains 10145 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 92089 members 
Mstep: Class 7 contains 9765 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 100049 members 
Mstep: Class 10 contains 143417 members 
Mstep: Class 11 contains 81797 members 
Mstep: Class 12 contains 9792 members 
Mstep: Class 13 contains 46288 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38549 members 
Mstep: Class 16 contains 18638 members 
Mstep: Class 17 contains 3752 members 
Mstep: Class 18 contains 89802 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 4011 members 
Mstep: Class 23 contains 150293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104928.000000 Penalty: 51286.125000
Iteration 267Q: 24 clusters Score -1.021049e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 3411 members 
Mstep: Class 3 contains 67876 members 
Mstep: Class 4 contains 10154 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 91841 members 
Mstep: Class 7 contains 9783 members 
Mstep: Class 8 contains 8107 members 
Mstep: Class 9 contains 100019 members 
Mstep: Class 10 contains 143444 members 
Mstep: Class 11 contains 81718 members 
Mstep: Class 12 contains 9813 members 
Mstep: Class 13 contains 46294 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38546 members 
Mstep: Class 16 contains 18638 members 
Mstep: Class 17 contains 3752 members 
Mstep: Class 18 contains 89824 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 4012 members 
Mstep: Class 23 contains 150234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104912.000000 Penalty: 51286.125000
Iteration 268Q: 24 clusters Score -1.021049e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 3412 members 
Mstep: Class 3 contains 68212 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 91618 members 
Mstep: Class 7 contains 9793 members 
Mstep: Class 8 contains 8104 members 
Mstep: Class 9 contains 99969 members 
Mstep: Class 10 contains 143487 members 
Mstep: Class 11 contains 81635 members 
Mstep: Class 12 contains 9833 members 
Mstep: Class 13 contains 46292 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38545 members 
Mstep: Class 16 contains 18637 members 
Mstep: Class 17 contains 3752 members 
Mstep: Class 18 contains 89830 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 4013 members 
Mstep: Class 23 contains 150182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105080.000000 Penalty: 51286.125000
Iteration 269Q: 24 clusters Score -1.021051e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 3412 members 
Mstep: Class 3 contains 68528 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 91431 members 
Mstep: Class 7 contains 9811 members 
Mstep: Class 8 contains 8101 members 
Mstep: Class 9 contains 99914 members 
Mstep: Class 10 contains 143514 members 
Mstep: Class 11 contains 81541 members 
Mstep: Class 12 contains 9847 members 
Mstep: Class 13 contains 46284 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 38543 members 
Mstep: Class 16 contains 18639 members 
Mstep: Class 17 contains 3752 members 
Mstep: Class 18 contains 89842 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 4012 members 
Mstep: Class 23 contains 150152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105040.000000 Penalty: 51286.125000
Iteration 270Q: 24 clusters Score -1.02105e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 3413 members 
Mstep: Class 3 contains 68846 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 91234 members 
Mstep: Class 7 contains 9824 members 
Mstep: Class 8 contains 8100 members 
Mstep: Class 9 contains 99861 members 
Mstep: Class 10 contains 143523 members 
Mstep: Class 11 contains 81437 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 46279 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38537 members 
Mstep: Class 16 contains 18640 members 
Mstep: Class 17 contains 3752 members 
Mstep: Class 18 contains 89864 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 4011 members 
Mstep: Class 23 contains 150138 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 271Q: 24 clusters Score -1.021052e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 3415 members 
Mstep: Class 3 contains 69186 members 
Mstep: Class 4 contains 10167 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 91045 members 
Mstep: Class 7 contains 9838 members 
Mstep: Class 8 contains 8096 members 
Mstep: Class 9 contains 99799 members 
Mstep: Class 10 contains 143544 members 
Mstep: Class 11 contains 81319 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 46277 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38528 members 
Mstep: Class 16 contains 18640 members 
Mstep: Class 17 contains 3751 members 
Mstep: Class 18 contains 89894 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 3076 members 
Mstep: Class 21 contains 3369 members 
Mstep: Class 22 contains 4010 members 
Mstep: Class 23 contains 150099 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 272Q: 24 clusters Score -1.021054e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 3417 members 
Mstep: Class 3 contains 69524 members 
Mstep: Class 4 contains 10169 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 90837 members 
Mstep: Class 7 contains 9850 members 
Mstep: Class 8 contains 8094 members 
Mstep: Class 9 contains 99744 members 
Mstep: Class 10 contains 143544 members 
Mstep: Class 11 contains 81216 members 
Mstep: Class 12 contains 9904 members 
Mstep: Class 13 contains 46273 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38530 members 
Mstep: Class 16 contains 18637 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 89917 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 3367 members 
Mstep: Class 22 contains 4009 members 
Mstep: Class 23 contains 150078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105456.000000 Penalty: 51286.125000
Iteration 273Q: 24 clusters Score -1.021055e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 3419 members 
Mstep: Class 3 contains 69852 members 
Mstep: Class 4 contains 10173 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 90675 members 
Mstep: Class 7 contains 9858 members 
Mstep: Class 8 contains 8091 members 
Mstep: Class 9 contains 99675 members 
Mstep: Class 10 contains 143541 members 
Mstep: Class 11 contains 81086 members 
Mstep: Class 12 contains 9929 members 
Mstep: Class 13 contains 46267 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38531 members 
Mstep: Class 16 contains 18632 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 89956 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 3366 members 
Mstep: Class 22 contains 4006 members 
Mstep: Class 23 contains 150054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105312.000000 Penalty: 51286.125000
Iteration 274Q: 24 clusters Score -1.021053e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 3420 members 
Mstep: Class 3 contains 70140 members 
Mstep: Class 4 contains 10174 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 90486 members 
Mstep: Class 7 contains 9864 members 
Mstep: Class 8 contains 8093 members 
Mstep: Class 9 contains 99661 members 
Mstep: Class 10 contains 143556 members 
Mstep: Class 11 contains 80976 members 
Mstep: Class 12 contains 9948 members 
Mstep: Class 13 contains 46260 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38533 members 
Mstep: Class 16 contains 18630 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 89981 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 3364 members 
Mstep: Class 22 contains 4001 members 
Mstep: Class 23 contains 150023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105440.000000 Penalty: 51286.125000
Iteration 275Q: 24 clusters Score -1.021054e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 3422 members 
Mstep: Class 3 contains 70433 members 
Mstep: Class 4 contains 10176 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 90291 members 
Mstep: Class 7 contains 9880 members 
Mstep: Class 8 contains 8090 members 
Mstep: Class 9 contains 99659 members 
Mstep: Class 10 contains 143552 members 
Mstep: Class 11 contains 80845 members 
Mstep: Class 12 contains 9964 members 
Mstep: Class 13 contains 46249 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38531 members 
Mstep: Class 16 contains 18630 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 90006 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 3362 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 150019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105520.000000 Penalty: 51286.125000
Iteration 276Q: 24 clusters Score -1.021055e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 3423 members 
Mstep: Class 3 contains 70713 members 
Mstep: Class 4 contains 10178 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 90082 members 
Mstep: Class 7 contains 9876 members 
Mstep: Class 8 contains 8088 members 
Mstep: Class 9 contains 99691 members 
Mstep: Class 10 contains 143568 members 
Mstep: Class 11 contains 80720 members 
Mstep: Class 12 contains 9978 members 
Mstep: Class 13 contains 46247 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38529 members 
Mstep: Class 16 contains 18636 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 90033 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 3362 members 
Mstep: Class 22 contains 3997 members 
Mstep: Class 23 contains 149985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105552.000000 Penalty: 51286.125000
Iteration 277Q: 24 clusters Score -1.021056e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 3422 members 
Mstep: Class 3 contains 70979 members 
Mstep: Class 4 contains 10177 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 89970 members 
Mstep: Class 7 contains 9879 members 
Mstep: Class 8 contains 8082 members 
Mstep: Class 9 contains 99681 members 
Mstep: Class 10 contains 143572 members 
Mstep: Class 11 contains 80559 members 
Mstep: Class 12 contains 9998 members 
Mstep: Class 13 contains 46242 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38531 members 
Mstep: Class 16 contains 18639 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 90057 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 3362 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 149961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105688.000000 Penalty: 51286.125000
Iteration 278Q: 24 clusters Score -1.021057e+08 nChanged 1221
Entering ConstructFrom: 
Score: -102105688.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (14821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Entering Unmasked Estep 
Score: -1641630.000000 Penalty: 1560.617676
	Iteration 0F: 2 clusters Score -1641630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1631327.375000 Penalty: 3121.235352
	Iteration 0F: 3 clusters Score -1631327 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1634798.875000 Penalty: 3121.235352
	Iteration 1F: 3 clusters Score -1634799 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1635071.250000 Penalty: 3121.235352
	Iteration 2F: 3 clusters Score -1635071 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1635243.375000 Penalty: 3121.235352
	Iteration 3Q: 3 clusters Score -1635243 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1635396.125000 Penalty: 3121.235352
	Iteration 4Q: 3 clusters Score -1635396 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1635542.500000 Penalty: 3121.235352
	Iteration 5Q: 3 clusters Score -1635542 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1635675.750000 Penalty: 3121.235352
	Iteration 6Q: 3 clusters Score -1635676 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1635826.375000 Penalty: 3121.235352
	Iteration 7Q: 3 clusters Score -1635826 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1636017.250000 Penalty: 3121.235352
	Iteration 8Q: 3 clusters Score -1636017 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1636311.500000 Penalty: 3121.235352
	Iteration 9Q: 3 clusters Score -1636312 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1636762.625000 Penalty: 3121.235352
	Iteration 10F: 3 clusters Score -1636763 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1637413.125000 Penalty: 3121.235352
	Iteration 11F: 3 clusters Score -1637413 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1638204.375000 Penalty: 3121.235352
	Iteration 12F: 3 clusters Score -1638204 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1639016.250000 Penalty: 3121.235352
	Iteration 13F: 3 clusters Score -1639016 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1639657.000000 Penalty: 3121.235352
	Iteration 14Q: 3 clusters Score -1639657 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1640079.500000 Penalty: 3121.235352
	Iteration 15Q: 3 clusters Score -1640080 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1640345.875000 Penalty: 3121.235352
	Iteration 16Q: 3 clusters Score -1640346 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1640481.875000 Penalty: 3121.235352
	Iteration 17Q: 3 clusters Score -1640482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1640543.875000 Penalty: 3121.235352
	Iteration 18Q: 3 clusters Score -1640544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1640575.250000 Penalty: 3121.235352
	Iteration 19Q: 3 clusters Score -1640575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1640618.375000 Penalty: 3121.235352
	Iteration 20F: 3 clusters Score -1640618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1640636.125000 Penalty: 3121.235352
	Iteration 21Q: 3 clusters Score -1640636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1640647.250000 Penalty: 3121.235352
	Iteration 22Q: 3 clusters Score -1640647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1640656.875000 Penalty: 3121.235352
	Iteration 23Q: 3 clusters Score -1640657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1640663.500000 Penalty: 3121.235352
	Iteration 24Q: 3 clusters Score -1640664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1640670.750000 Penalty: 3121.235352
	Iteration 25Q: 3 clusters Score -1640671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1640673.500000 Penalty: 3121.235352
	Iteration 26Q: 3 clusters Score -1640674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1640675.750000 Penalty: 3121.235352
	Iteration 27Q: 3 clusters Score -1640676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1640677.750000 Penalty: 3121.235352
	Iteration 28Q: 3 clusters Score -1640678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1640678.250000 Penalty: 3121.235352
	Iteration 29Q: 3 clusters Score -1640678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1640678.250000 Penalty: 3121.235352
	Iteration 30F: 3 clusters Score -1640678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -388142.468750 Penalty: 1322.421875
	Iteration 0F: 2 clusters Score -388142.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -385180.281250 Penalty: 2644.843750
	Iteration 0F: 3 clusters Score -385180.3 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -385890.125000 Penalty: 2644.843750
	Iteration 1F: 3 clusters Score -385890.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -386018.593750 Penalty: 2644.843750
	Iteration 2F: 3 clusters Score -386018.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -386114.437500 Penalty: 2644.843750
	Iteration 3Q: 3 clusters Score -386114.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -386199.625000 Penalty: 2644.843750
	Iteration 4Q: 3 clusters Score -386199.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -386273.156250 Penalty: 2644.843750
	Iteration 5Q: 3 clusters Score -386273.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -386324.843750 Penalty: 2644.843750
	Iteration 6Q: 3 clusters Score -386324.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -386368.687500 Penalty: 2644.843750
	Iteration 7Q: 3 clusters Score -386368.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -386402.593750 Penalty: 2644.843750
	Iteration 8Q: 3 clusters Score -386402.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -386430.750000 Penalty: 2644.843750
	Iteration 9Q: 3 clusters Score -386430.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -386455.187500 Penalty: 2644.843750
	Iteration 10Q: 3 clusters Score -386455.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -386475.406250 Penalty: 2644.843750
	Iteration 11Q: 3 clusters Score -386475.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -386491.187500 Penalty: 2644.843750
	Iteration 12Q: 3 clusters Score -386491.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -386504.437500 Penalty: 2644.843750
	Iteration 13Q: 3 clusters Score -386504.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -386520.406250 Penalty: 2644.843750
	Iteration 14Q: 3 clusters Score -386520.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -386534.250000 Penalty: 2644.843750
	Iteration 15Q: 3 clusters Score -386534.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -386550.781250 Penalty: 2644.843750
	Iteration 16Q: 3 clusters Score -386550.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -386567.187500 Penalty: 2644.843750
	Iteration 17Q: 3 clusters Score -386567.2 nChanged 49
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: -386591.937500 Penalty: 2644.843750
	Iteration 18Q: 3 clusters Score -386591.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -386616.781250 Penalty: 2644.843750
	Iteration 19Q: 3 clusters Score -386616.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -386637.625000 Penalty: 2644.843750
	Iteration 20F: 3 clusters Score -386637.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -386655.812500 Penalty: 2644.843750
	Iteration 21Q: 3 clusters Score -386655.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -386672.875000 Penalty: 2644.843750
	Iteration 22Q: 3 clusters Score -386672.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -386694.000000 Penalty: 2644.843750
	Iteration 23Q: 3 clusters Score -386694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -386718.843750 Penalty: 2644.843750
	Iteration 24Q: 3 clusters Score -386718.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -386747.968750 Penalty: 2644.843750
	Iteration 25Q: 3 clusters Score -386748 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -386774.781250 Penalty: 2644.843750
	Iteration 26Q: 3 clusters Score -386774.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -386800.625000 Penalty: 2644.843750
	Iteration 27Q: 3 clusters Score -386800.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -386824.062500 Penalty: 2644.843750
	Iteration 28Q: 3 clusters Score -386824.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -386846.937500 Penalty: 2644.843750
	Iteration 29Q: 3 clusters Score -386846.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -386867.843750 Penalty: 2644.843750
	Iteration 30Q: 3 clusters Score -386867.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -386891.875000 Penalty: 2644.843750
	Iteration 31Q: 3 clusters Score -386891.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -386911.718750 Penalty: 2644.843750
	Iteration 32Q: 3 clusters Score -386911.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -386933.031250 Penalty: 2644.843750
	Iteration 33Q: 3 clusters Score -386933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -386955.531250 Penalty: 2644.843750
	Iteration 34Q: 3 clusters Score -386955.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -386981.031250 Penalty: 2644.843750
	Iteration 35Q: 3 clusters Score -386981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -387008.281250 Penalty: 2644.843750
	Iteration 36Q: 3 clusters Score -387008.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -387035.250000 Penalty: 2644.843750
	Iteration 37Q: 3 clusters Score -387035.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -387057.218750 Penalty: 2644.843750
	Iteration 38Q: 3 clusters Score -387057.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -387075.781250 Penalty: 2644.843750
	Iteration 39Q: 3 clusters Score -387075.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -387095.093750 Penalty: 2644.843750
	Iteration 40F: 3 clusters Score -387095.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -387117.781250 Penalty: 2644.843750
	Iteration 41Q: 3 clusters Score -387117.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -387139.000000 Penalty: 2644.843750
	Iteration 42Q: 3 clusters Score -387139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -387161.593750 Penalty: 2644.843750
	Iteration 43Q: 3 clusters Score -387161.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -387175.343750 Penalty: 2644.843750
	Iteration 44Q: 3 clusters Score -387175.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -387184.937500 Penalty: 2644.843750
	Iteration 45Q: 3 clusters Score -387184.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -387197.031250 Penalty: 2644.843750
	Iteration 46Q: 3 clusters Score -387197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -387209.718750 Penalty: 2644.843750
	Iteration 47Q: 3 clusters Score -387209.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -387233.656250 Penalty: 2644.843750
	Iteration 48Q: 3 clusters Score -387233.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -387264.281250 Penalty: 2644.843750
	Iteration 49Q: 3 clusters Score -387264.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -387291.531250 Penalty: 2644.843750
	Iteration 50Q: 3 clusters Score -387291.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -387321.375000 Penalty: 2644.843750
	Iteration 51Q: 3 clusters Score -387321.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -387375.656250 Penalty: 2644.843750
	Iteration 52Q: 3 clusters Score -387375.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -387430.843750 Penalty: 2644.843750
	Iteration 53Q: 3 clusters Score -387430.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -387501.593750 Penalty: 2644.843750
	Iteration 54Q: 3 clusters Score -387501.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -387567.031250 Penalty: 2644.843750
	Iteration 55Q: 3 clusters Score -387567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -387600.687500 Penalty: 2644.843750
	Iteration 56Q: 3 clusters Score -387600.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -387616.312500 Penalty: 2644.843750
	Iteration 57Q: 3 clusters Score -387616.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -387627.781250 Penalty: 2644.843750
	Iteration 58Q: 3 clusters Score -387627.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -387638.968750 Penalty: 2644.843750
	Iteration 59Q: 3 clusters Score -387639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -387650.125000 Penalty: 2644.843750
	Iteration 60F: 3 clusters Score -387650.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -387656.156250 Penalty: 2644.843750
	Iteration 61Q: 3 clusters Score -387656.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -387658.750000 Penalty: 2644.843750
	Iteration 62Q: 3 clusters Score -387658.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -387661.281250 Penalty: 2644.843750
	Iteration 63Q: 3 clusters Score -387661.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -387662.312500 Penalty: 2644.843750
	Iteration 64Q: 3 clusters Score -387662.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -387666.156250 Penalty: 2644.843750
	Iteration 65Q: 3 clusters Score -387666.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -387669.562500 Penalty: 2644.843750
	Iteration 66Q: 3 clusters Score -387669.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -387671.093750 Penalty: 2644.843750
	Iteration 67Q: 3 clusters Score -387671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -387672.093750 Penalty: 2644.843750
	Iteration 68Q: 3 clusters Score -387672.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -387673.750000 Penalty: 2644.843750
	Iteration 69Q: 3 clusters Score -387673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -387674.437500 Penalty: 2644.843750
	Iteration 70Q: 3 clusters Score -387674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -387675.093750 Penalty: 2644.843750
	Iteration 71Q: 3 clusters Score -387675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -387675.250000 Penalty: 2644.843750
	Iteration 72Q: 3 clusters Score -387675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -387676.125000 Penalty: 2644.843750
	Iteration 73Q: 3 clusters Score -387676.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -387678.843750 Penalty: 2644.843750
	Iteration 74Q: 3 clusters Score -387678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -387679.218750 Penalty: 2644.843750
	Iteration 75Q: 3 clusters Score -387679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -387679.968750 Penalty: 2644.843750
	Iteration 76Q: 3 clusters Score -387680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -387679.968750 Penalty: 2644.843750
	Iteration 77F: 3 clusters Score -387680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (71210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Entering Unmasked Estep 
Score: -8256265.500000 Penalty: 1815.675659
	Iteration 0F: 2 clusters Score -8256266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -8208648.000000 Penalty: 3631.351318
	Iteration 0F: 3 clusters Score -8208648 nChanged 33681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -8228407.500000 Penalty: 3631.351318
	Iteration 1F: 3 clusters Score -8228408 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -8229301.000000 Penalty: 3631.351318
	Iteration 2Q: 3 clusters Score -8229301 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -8230574.500000 Penalty: 3631.351318
	Iteration 3Q: 3 clusters Score -8230574 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -8232569.000000 Penalty: 3631.351318
	Iteration 4F: 3 clusters Score -8232569 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -8236223.000000 Penalty: 3631.351318
	Iteration 5F: 3 clusters Score -8236223 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -8242169.500000 Penalty: 3631.351318
	Iteration 6F: 3 clusters Score -8242170 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -8248886.500000 Penalty: 3631.351318
	Iteration 7F: 3 clusters Score -8248886 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -8252917.000000 Penalty: 3631.351318
	Iteration 8F: 3 clusters Score -8252917 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -8254353.500000 Penalty: 3631.351318
	Iteration 9Q: 3 clusters Score -8254354 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -8255031.000000 Penalty: 3631.351318
	Iteration 10Q: 3 clusters Score -8255031 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -8255391.500000 Penalty: 3631.351318
	Iteration 11Q: 3 clusters Score -8255392 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -8255546.500000 Penalty: 3631.351318
	Iteration 12Q: 3 clusters Score -8255546 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -8255603.000000 Penalty: 3631.351318
	Iteration 13Q: 3 clusters Score -8255603 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -8255628.500000 Penalty: 3631.351318
	Iteration 14Q: 3 clusters Score -8255628 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -8255670.500000 Penalty: 3631.351318
	Iteration 15Q: 3 clusters Score -8255670 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -8255676.000000 Penalty: 3631.351318
	Iteration 16Q: 3 clusters Score -8255676 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -8255678.500000 Penalty: 3631.351318
	Iteration 17Q: 3 clusters Score -8255678 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -8255678.000000 Penalty: 3631.351318
	Iteration 18Q: 3 clusters Score -8255678 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -8255687.500000 Penalty: 3631.351318
	Iteration 19Q: 3 clusters Score -8255688 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -8255686.000000 Penalty: 3631.351318
	Iteration 20F: 3 clusters Score -8255686 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -8255695.000000 Penalty: 3631.351318
	Iteration 21Q: 3 clusters Score -8255695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -8255704.500000 Penalty: 3631.351318
	Iteration 22Q: 3 clusters Score -8255704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -8255694.000000 Penalty: 3631.351318
	Iteration 23Q: 3 clusters Score -8255694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -8255700.000000 Penalty: 3631.351318
	Iteration 24Q: 3 clusters Score -8255700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -8255699.000000 Penalty: 3631.351318
	Iteration 25Q: 3 clusters Score -8255699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -8255719.000000 Penalty: 3631.351318
	Iteration 26Q: 3 clusters Score -8255719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -8255714.500000 Penalty: 3631.351318
	Iteration 27Q: 3 clusters Score -8255714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -8255706.000000 Penalty: 3631.351318
	Iteration 28Q: 3 clusters Score -8255706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -8255721.500000 Penalty: 3631.351318
	Iteration 29Q: 3 clusters Score -8255722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -8255713.500000 Penalty: 3631.351318
	Iteration 30Q: 3 clusters Score -8255714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -8255715.000000 Penalty: 3631.351318
	Iteration 31Q: 3 clusters Score -8255715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -8255707.500000 Penalty: 3631.351318
	Iteration 32Q: 3 clusters Score -8255708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -8255708.500000 Penalty: 3631.351318
	Iteration 33Q: 3 clusters Score -8255708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -8255710.000000 Penalty: 3631.351318
	Iteration 34Q: 3 clusters Score -8255710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -8255710.500000 Penalty: 3631.351318
	Iteration 35Q: 3 clusters Score -8255710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -8255711.000000 Penalty: 3631.351318
	Iteration 36Q: 3 clusters Score -8255711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -8255710.500000 Penalty: 3631.351318
	Iteration 37Q: 3 clusters Score -8255710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -8255708.000000 Penalty: 3631.351318
	Iteration 38Q: 3 clusters Score -8255708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -8255716.500000 Penalty: 3631.351318
	Iteration 39Q: 3 clusters Score -8255716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -8255709.000000 Penalty: 3631.351318
	Iteration 40F: 3 clusters Score -8255709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -8255709.000000 Penalty: 3631.351318
	Iteration 41Q: 3 clusters Score -8255709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -8255713.000000 Penalty: 3631.351318
	Iteration 42Q: 3 clusters Score -8255713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -8255716.500000 Penalty: 3631.351318
	Iteration 43Q: 3 clusters Score -8255716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -8255708.500000 Penalty: 3631.351318
	Iteration 44Q: 3 clusters Score -8255708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -8255716.500000 Penalty: 3631.351318
	Iteration 45Q: 3 clusters Score -8255716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -8255720.000000 Penalty: 3631.351318
	Iteration 46Q: 3 clusters Score -8255720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -8255714.500000 Penalty: 3631.351318
	Iteration 47Q: 3 clusters Score -8255714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -8255710.000000 Penalty: 3631.351318
	Iteration 48Q: 3 clusters Score -8255710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -8255715.500000 Penalty: 3631.351318
	Iteration 49Q: 3 clusters Score -8255716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -8255709.000000 Penalty: 3631.351318
	Iteration 50Q: 3 clusters Score -8255709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -8255714.000000 Penalty: 3631.351318
	Iteration 51Q: 3 clusters Score -8255714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -8255721.000000 Penalty: 3631.351318
	Iteration 52Q: 3 clusters Score -8255721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -8255714.500000 Penalty: 3631.351318
	Iteration 53Q: 3 clusters Score -8255714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -8255715.000000 Penalty: 3631.351318
	Iteration 54Q: 3 clusters Score -8255715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -8255709.500000 Penalty: 3631.351318
	Iteration 55Q: 3 clusters Score -8255710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -8255710.000000 Penalty: 3631.351318
	Iteration 56Q: 3 clusters Score -8255710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -8255710.000000 Penalty: 3631.351318
	Iteration 57Q: 3 clusters Score -8255710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -8255712.500000 Penalty: 3631.351318
	Iteration 58Q: 3 clusters Score -8255712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -8255707.000000 Penalty: 3631.351318
	Iteration 59Q: 3 clusters Score -8255707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -8255706.000000 Penalty: 3631.351318
	Iteration 60F: 3 clusters Score -8255706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -8255709.000000 Penalty: 3631.351318
	Iteration 61Q: 3 clusters Score -8255709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -8255707.000000 Penalty: 3631.351318
	Iteration 62Q: 3 clusters Score -8255707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -8255708.500000 Penalty: 3631.351318
	Iteration 63Q: 3 clusters Score -8255708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -8255716.500000 Penalty: 3631.351318
	Iteration 64Q: 3 clusters Score -8255716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -8255712.500000 Penalty: 3631.351318
	Iteration 65Q: 3 clusters Score -8255712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -8255717.500000 Penalty: 3631.351318
	Iteration 66Q: 3 clusters Score -8255718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -8255708.500000 Penalty: 3631.351318
	Iteration 67Q: 3 clusters Score -8255708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -8255707.500000 Penalty: 3631.351318
	Iteration 68Q: 3 clusters Score -8255708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -8255707.500000 Penalty: 3631.351318
	Iteration 69Q: 3 clusters Score -8255708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -8255710.000000 Penalty: 3631.351318
	Iteration 70Q: 3 clusters Score -8255710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -8255708.500000 Penalty: 3631.351318
	Iteration 71Q: 3 clusters Score -8255708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -8255720.000000 Penalty: 3631.351318
	Iteration 72Q: 3 clusters Score -8255720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -8255714.000000 Penalty: 3631.351318
	Iteration 73Q: 3 clusters Score -8255714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -8255707.500000 Penalty: 3631.351318
	Iteration 74Q: 3 clusters Score -8255708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -8255710.500000 Penalty: 3631.351318
	Iteration 75Q: 3 clusters Score -8255710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -8255712.000000 Penalty: 3631.351318
	Iteration 76Q: 3 clusters Score -8255712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -8255712.000000 Penalty: 3631.351318
	Iteration 77Q: 3 clusters Score -8255712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -8255719.500000 Penalty: 3631.351318
	Iteration 78Q: 3 clusters Score -8255720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -8255723.000000 Penalty: 3631.351318
	Iteration 79Q: 3 clusters Score -8255723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -8255730.500000 Penalty: 3631.351318
	Iteration 80F: 3 clusters Score -8255730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -8255723.500000 Penalty: 3631.351318
	Iteration 81Q: 3 clusters Score -8255724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -8255728.500000 Penalty: 3631.351318
	Iteration 82Q: 3 clusters Score -8255728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -8255721.500000 Penalty: 3631.351318
	Iteration 83Q: 3 clusters Score -8255722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -8255728.000000 Penalty: 3631.351318
	Iteration 84Q: 3 clusters Score -8255728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -8255725.000000 Penalty: 3631.351318
	Iteration 85Q: 3 clusters Score -8255725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -8255734.500000 Penalty: 3631.351318
	Iteration 86Q: 3 clusters Score -8255734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -8255730.000000 Penalty: 3631.351318
	Iteration 87Q: 3 clusters Score -8255730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -8255732.000000 Penalty: 3631.351318
	Iteration 88Q: 3 clusters Score -8255732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -8255723.500000 Penalty: 3631.351318
	Iteration 89Q: 3 clusters Score -8255724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -8255727.500000 Penalty: 3631.351318
	Iteration 90Q: 3 clusters Score -8255728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -8255727.500000 Penalty: 3631.351318
	Iteration 91F: 3 clusters Score -8255728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Entering Unmasked Estep 
Score: -1177021.125000 Penalty: 1499.611206
	Iteration 0F: 2 clusters Score -1177021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1169724.250000 Penalty: 2999.222412
	Iteration 0F: 3 clusters Score -1169724 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1172113.250000 Penalty: 2999.222412
	Iteration 1F: 3 clusters Score -1172113 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1172413.000000 Penalty: 2999.222412
	Iteration 2F: 3 clusters Score -1172413 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1172692.500000 Penalty: 2999.222412
	Iteration 3F: 3 clusters Score -1172692 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1172975.000000 Penalty: 2999.222412
	Iteration 4F: 3 clusters Score -1172975 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1173301.000000 Penalty: 2999.222412
	Iteration 5F: 3 clusters Score -1173301 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1173685.875000 Penalty: 2999.222412
	Iteration 6F: 3 clusters Score -1173686 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1174155.750000 Penalty: 2999.222412
	Iteration 7F: 3 clusters Score -1174156 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1174594.875000 Penalty: 2999.222412
	Iteration 8F: 3 clusters Score -1174595 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1174946.500000 Penalty: 2999.222412
	Iteration 9Q: 3 clusters Score -1174946 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1175244.250000 Penalty: 2999.222412
	Iteration 10Q: 3 clusters Score -1175244 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1175451.500000 Penalty: 2999.222412
	Iteration 11Q: 3 clusters Score -1175452 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1175563.375000 Penalty: 2999.222412
	Iteration 12Q: 3 clusters Score -1175563 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1175637.875000 Penalty: 2999.222412
	Iteration 13Q: 3 clusters Score -1175638 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1175683.000000 Penalty: 2999.222412
	Iteration 14Q: 3 clusters Score -1175683 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1175719.500000 Penalty: 2999.222412
	Iteration 15Q: 3 clusters Score -1175720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1175739.500000 Penalty: 2999.222412
	Iteration 16Q: 3 clusters Score -1175740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1175754.875000 Penalty: 2999.222412
	Iteration 17Q: 3 clusters Score -1175755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1175761.750000 Penalty: 2999.222412
	Iteration 18Q: 3 clusters Score -1175762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1175765.375000 Penalty: 2999.222412
	Iteration 19Q: 3 clusters Score -1175765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1175772.500000 Penalty: 2999.222412
	Iteration 20F: 3 clusters Score -1175772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1175776.375000 Penalty: 2999.222412
	Iteration 21Q: 3 clusters Score -1175776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1175780.250000 Penalty: 2999.222412
	Iteration 22Q: 3 clusters Score -1175780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1175783.125000 Penalty: 2999.222412
	Iteration 23Q: 3 clusters Score -1175783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1175789.000000 Penalty: 2999.222412
	Iteration 24Q: 3 clusters Score -1175789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1175796.500000 Penalty: 2999.222412
	Iteration 25Q: 3 clusters Score -1175796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1175800.250000 Penalty: 2999.222412
	Iteration 26Q: 3 clusters Score -1175800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1175807.125000 Penalty: 2999.222412
	Iteration 27Q: 3 clusters Score -1175807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1175807.625000 Penalty: 2999.222412
	Iteration 28Q: 3 clusters Score -1175808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1175809.000000 Penalty: 2999.222412
	Iteration 29Q: 3 clusters Score -1175809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1175809.000000 Penalty: 2999.222412
	Iteration 30F: 3 clusters Score -1175809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -46532.910156 Penalty: 998.430176
	Iteration 0F: 2 clusters Score -46532.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45572.429688 Penalty: 1996.860352
	Iteration 0F: 3 clusters Score -45572.43 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45823.687500 Penalty: 1996.860352
	Iteration 1F: 3 clusters Score -45823.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46077.796875 Penalty: 1996.860352
	Iteration 2F: 3 clusters Score -46077.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46295.992188 Penalty: 1996.860352
	Iteration 3F: 3 clusters Score -46295.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46412.773438 Penalty: 1996.860352
	Iteration 4Q: 3 clusters Score -46412.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46463.726562 Penalty: 1996.860352
	Iteration 5Q: 3 clusters Score -46463.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46487.992188 Penalty: 1996.860352
	Iteration 6Q: 3 clusters Score -46487.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46497.847656 Penalty: 1996.860352
	Iteration 7Q: 3 clusters Score -46497.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46500.062500 Penalty: 1996.860352
	Iteration 8Q: 3 clusters Score -46500.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46501.097656 Penalty: 1996.860352
	Iteration 9F: 3 clusters Score -46501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46525.660156 Penalty: 1996.860352
	Iteration 10Q: 3 clusters Score -46525.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46525.660156 Penalty: 1996.860352
	Iteration 11F: 3 clusters Score -46525.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89891 members 
Entering Unmasked Estep 
Score: -10484591.000000 Penalty: 1853.532349
	Iteration 0F: 2 clusters Score -1.048459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -10425276.000000 Penalty: 3707.064697
	Iteration 0F: 3 clusters Score -1.042528e+07 nChanged 43031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -10450236.000000 Penalty: 3707.064697
	Iteration 1F: 3 clusters Score -1.045024e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -10450770.000000 Penalty: 3707.064697
	Iteration 2Q: 3 clusters Score -1.045077e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -10451462.000000 Penalty: 3707.064697
	Iteration 3Q: 3 clusters Score -1.045146e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -10452328.000000 Penalty: 3707.064697
	Iteration 4Q: 3 clusters Score -1.045233e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -10453582.000000 Penalty: 3707.064697
	Iteration 5Q: 3 clusters Score -1.045358e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -10455474.000000 Penalty: 3707.064697
	Iteration 6Q: 3 clusters Score -1.045547e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -10458602.000000 Penalty: 3707.064697
	Iteration 7F: 3 clusters Score -1.04586e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -10462989.000000 Penalty: 3707.064697
	Iteration 8F: 3 clusters Score -1.046299e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -10468335.000000 Penalty: 3707.064697
	Iteration 9F: 3 clusters Score -1.046834e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 73869 members 
Entering Unmasked Estep 
Score: -10473096.000000 Penalty: 3707.064697
	Iteration 10F: 3 clusters Score -1.04731e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 77346 members 
Entering Unmasked Estep 
Score: -10476393.000000 Penalty: 3707.064697
	Iteration 11Q: 3 clusters Score -1.047639e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 79941 members 
Entering Unmasked Estep 
Score: -10478564.000000 Penalty: 3707.064697
	Iteration 12Q: 3 clusters Score -1.047856e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 81853 members 
Entering Unmasked Estep 
Score: -10479826.000000 Penalty: 3707.064697
	Iteration 13Q: 3 clusters Score -1.047983e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -10480746.000000 Penalty: 3707.064697
	Iteration 14Q: 3 clusters Score -1.048075e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 84363 members 
Entering Unmasked Estep 
Score: -10481313.000000 Penalty: 3707.064697
	Iteration 15Q: 3 clusters Score -1.048131e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 85180 members 
Entering Unmasked Estep 
Score: -10481757.000000 Penalty: 3707.064697
	Iteration 16Q: 3 clusters Score -1.048176e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 85838 members 
Entering Unmasked Estep 
Score: -10482056.000000 Penalty: 3707.064697
	Iteration 17Q: 3 clusters Score -1.048206e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -10482291.000000 Penalty: 3707.064697
	Iteration 18Q: 3 clusters Score -1.048229e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -10482493.000000 Penalty: 3707.064697
	Iteration 19Q: 3 clusters Score -1.048249e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 87162 members 
Entering Unmasked Estep 
Score: -10482637.000000 Penalty: 3707.064697
	Iteration 20F: 3 clusters Score -1.048264e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 87437 members 
Entering Unmasked Estep 
Score: -10482732.000000 Penalty: 3707.064697
	Iteration 21Q: 3 clusters Score -1.048273e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 87678 members 
Entering Unmasked Estep 
Score: -10482787.000000 Penalty: 3707.064697
	Iteration 22Q: 3 clusters Score -1.048279e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 87860 members 
Entering Unmasked Estep 
Score: -10482855.000000 Penalty: 3707.064697
	Iteration 23Q: 3 clusters Score -1.048286e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 88023 members 
Entering Unmasked Estep 
Score: -10482923.000000 Penalty: 3707.064697
	Iteration 24Q: 3 clusters Score -1.048292e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 88148 members 
Entering Unmasked Estep 
Score: -10482958.000000 Penalty: 3707.064697
	Iteration 25Q: 3 clusters Score -1.048296e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -10482962.000000 Penalty: 3707.064697
	Iteration 26Q: 3 clusters Score -1.048296e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 88350 members 
Entering Unmasked Estep 
Score: -10482970.000000 Penalty: 3707.064697
	Iteration 27Q: 3 clusters Score -1.048297e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 88430 members 
Entering Unmasked Estep 
Score: -10483001.000000 Penalty: 3707.064697
	Iteration 28Q: 3 clusters Score -1.0483e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 88495 members 
Entering Unmasked Estep 
Score: -10483020.000000 Penalty: 3707.064697
	Iteration 29Q: 3 clusters Score -1.048302e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 88546 members 
Entering Unmasked Estep 
Score: -10483057.000000 Penalty: 3707.064697
	Iteration 30Q: 3 clusters Score -1.048306e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 88596 members 
Entering Unmasked Estep 
Score: -10483095.000000 Penalty: 3707.064697
	Iteration 31Q: 3 clusters Score -1.04831e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 88646 members 
Entering Unmasked Estep 
Score: -10483108.000000 Penalty: 3707.064697
	Iteration 32Q: 3 clusters Score -1.048311e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -10483132.000000 Penalty: 3707.064697
	Iteration 33Q: 3 clusters Score -1.048313e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -10483150.000000 Penalty: 3707.064697
	Iteration 34Q: 3 clusters Score -1.048315e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 88755 members 
Entering Unmasked Estep 
Score: -10483151.000000 Penalty: 3707.064697
	Iteration 35Q: 3 clusters Score -1.048315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 88779 members 
Entering Unmasked Estep 
Score: -10483158.000000 Penalty: 3707.064697
	Iteration 36Q: 3 clusters Score -1.048316e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 88799 members 
Entering Unmasked Estep 
Score: -10483149.000000 Penalty: 3707.064697
	Iteration 37Q: 3 clusters Score -1.048315e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 88828 members 
Entering Unmasked Estep 
Score: -10483166.000000 Penalty: 3707.064697
	Iteration 38Q: 3 clusters Score -1.048317e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 88848 members 
Entering Unmasked Estep 
Score: -10483180.000000 Penalty: 3707.064697
	Iteration 39Q: 3 clusters Score -1.048318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -10483173.000000 Penalty: 3707.064697
	Iteration 40F: 3 clusters Score -1.048317e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 88877 members 
Entering Unmasked Estep 
Score: -10483180.000000 Penalty: 3707.064697
	Iteration 41Q: 3 clusters Score -1.048318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -10483171.000000 Penalty: 3707.064697
	Iteration 42Q: 3 clusters Score -1.048317e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -10483178.000000 Penalty: 3707.064697
	Iteration 43Q: 3 clusters Score -1.048318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -10483192.000000 Penalty: 3707.064697
	Iteration 44Q: 3 clusters Score -1.048319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 88924 members 
Entering Unmasked Estep 
Score: -10483195.000000 Penalty: 3707.064697
	Iteration 45Q: 3 clusters Score -1.04832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -10483207.000000 Penalty: 3707.064697
	Iteration 46Q: 3 clusters Score -1.048321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 88936 members 
Entering Unmasked Estep 
Score: -10483207.000000 Penalty: 3707.064697
	Iteration 47Q: 3 clusters Score -1.048321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -10483207.000000 Penalty: 3707.064697
	Iteration 48Q: 3 clusters Score -1.048321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -10483212.000000 Penalty: 3707.064697
	Iteration 49Q: 3 clusters Score -1.048321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 88951 members 
Entering Unmasked Estep 
Score: -10483212.000000 Penalty: 3707.064697
	Iteration 50Q: 3 clusters Score -1.048321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -10483212.000000 Penalty: 3707.064697
	Iteration 51Q: 3 clusters Score -1.048321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -10483208.000000 Penalty: 3707.064697
	Iteration 52Q: 3 clusters Score -1.048321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -10483212.000000 Penalty: 3707.064697
	Iteration 53Q: 3 clusters Score -1.048321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 88970 members 
Entering Unmasked Estep 
Score: -10483216.000000 Penalty: 3707.064697
	Iteration 54Q: 3 clusters Score -1.048322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 88975 members 
Entering Unmasked Estep 
Score: -10483209.000000 Penalty: 3707.064697
	Iteration 55Q: 3 clusters Score -1.048321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -10483209.000000 Penalty: 3707.064697
	Iteration 56Q: 3 clusters Score -1.048321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -10483206.000000 Penalty: 3707.064697
	Iteration 57Q: 3 clusters Score -1.048321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -10483206.000000 Penalty: 3707.064697
	Iteration 58F: 3 clusters Score -1.048321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Entering Unmasked Estep 
Score: -1140029.000000 Penalty: 1494.751343
	Iteration 0F: 2 clusters Score -1140029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1132990.125000 Penalty: 2989.502686
	Iteration 0F: 3 clusters Score -1132990 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1135292.500000 Penalty: 2989.502686
	Iteration 1F: 3 clusters Score -1135292 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1135490.625000 Penalty: 2989.502686
	Iteration 2F: 3 clusters Score -1135491 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1135643.000000 Penalty: 2989.502686
	Iteration 3Q: 3 clusters Score -1135643 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1135778.250000 Penalty: 2989.502686
	Iteration 4Q: 3 clusters Score -1135778 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1135919.000000 Penalty: 2989.502686
	Iteration 5Q: 3 clusters Score -1135919 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1136085.375000 Penalty: 2989.502686
	Iteration 6Q: 3 clusters Score -1136085 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1136312.125000 Penalty: 2989.502686
	Iteration 7Q: 3 clusters Score -1136312 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1136626.500000 Penalty: 2989.502686
	Iteration 8F: 3 clusters Score -1136626 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1137046.000000 Penalty: 2989.502686
	Iteration 9F: 3 clusters Score -1137046 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1137528.000000 Penalty: 2989.502686
	Iteration 10F: 3 clusters Score -1137528 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1137949.375000 Penalty: 2989.502686
	Iteration 11Q: 3 clusters Score -1137949 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1138231.125000 Penalty: 2989.502686
	Iteration 12Q: 3 clusters Score -1138231 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1138426.125000 Penalty: 2989.502686
	Iteration 13Q: 3 clusters Score -1138426 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1138544.625000 Penalty: 2989.502686
	Iteration 14Q: 3 clusters Score -1138545 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1138600.625000 Penalty: 2989.502686
	Iteration 15Q: 3 clusters Score -1138601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1138628.000000 Penalty: 2989.502686
	Iteration 16Q: 3 clusters Score -1138628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1138643.375000 Penalty: 2989.502686
	Iteration 17Q: 3 clusters Score -1138643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1138647.625000 Penalty: 2989.502686
	Iteration 18Q: 3 clusters Score -1138648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1138661.875000 Penalty: 2989.502686
	Iteration 19Q: 3 clusters Score -1138662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1138678.250000 Penalty: 2989.502686
	Iteration 20F: 3 clusters Score -1138678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1138685.750000 Penalty: 2989.502686
	Iteration 21Q: 3 clusters Score -1138686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1138694.250000 Penalty: 2989.502686
	Iteration 22Q: 3 clusters Score -1138694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1138703.250000 Penalty: 2989.502686
	Iteration 23Q: 3 clusters Score -1138703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1138708.875000 Penalty: 2989.502686
	Iteration 24Q: 3 clusters Score -1138709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1138711.250000 Penalty: 2989.502686
	Iteration 25Q: 3 clusters Score -1138711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1138711.250000 Penalty: 2989.502686
	Iteration 26F: 3 clusters Score -1138711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Entering Unmasked Estep 
Score: -930569.500000 Penalty: 1461.875488
	Iteration 0F: 2 clusters Score -930569.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -924615.750000 Penalty: 2923.750977
	Iteration 0F: 3 clusters Score -924615.8 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -926466.875000 Penalty: 2923.750977
	Iteration 1F: 3 clusters Score -926466.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -926751.062500 Penalty: 2923.750977
	Iteration 2F: 3 clusters Score -926751.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -926994.562500 Penalty: 2923.750977
	Iteration 3F: 3 clusters Score -926994.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -927211.500000 Penalty: 2923.750977
	Iteration 4F: 3 clusters Score -927211.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -927411.000000 Penalty: 2923.750977
	Iteration 5Q: 3 clusters Score -927411 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -927573.937500 Penalty: 2923.750977
	Iteration 6Q: 3 clusters Score -927573.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -927730.187500 Penalty: 2923.750977
	Iteration 7Q: 3 clusters Score -927730.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -927904.750000 Penalty: 2923.750977
	Iteration 8Q: 3 clusters Score -927904.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -928106.562500 Penalty: 2923.750977
	Iteration 9Q: 3 clusters Score -928106.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -928303.062500 Penalty: 2923.750977
	Iteration 10Q: 3 clusters Score -928303.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -928520.500000 Penalty: 2923.750977
	Iteration 11Q: 3 clusters Score -928520.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -928729.250000 Penalty: 2923.750977
	Iteration 12Q: 3 clusters Score -928729.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -928916.250000 Penalty: 2923.750977
	Iteration 13Q: 3 clusters Score -928916.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -929028.562500 Penalty: 2923.750977
	Iteration 14Q: 3 clusters Score -929028.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -929087.437500 Penalty: 2923.750977
	Iteration 15Q: 3 clusters Score -929087.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -929125.375000 Penalty: 2923.750977
	Iteration 16Q: 3 clusters Score -929125.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -929154.187500 Penalty: 2923.750977
	Iteration 17Q: 3 clusters Score -929154.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -929176.687500 Penalty: 2923.750977
	Iteration 18Q: 3 clusters Score -929176.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -929196.312500 Penalty: 2923.750977
	Iteration 19Q: 3 clusters Score -929196.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -929222.187500 Penalty: 2923.750977
	Iteration 20F: 3 clusters Score -929222.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -929246.250000 Penalty: 2923.750977
	Iteration 21Q: 3 clusters Score -929246.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -929262.937500 Penalty: 2923.750977
	Iteration 22Q: 3 clusters Score -929262.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -929282.437500 Penalty: 2923.750977
	Iteration 23Q: 3 clusters Score -929282.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -929296.437500 Penalty: 2923.750977
	Iteration 24Q: 3 clusters Score -929296.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -929308.500000 Penalty: 2923.750977
	Iteration 25Q: 3 clusters Score -929308.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -929315.250000 Penalty: 2923.750977
	Iteration 26Q: 3 clusters Score -929315.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -929330.312500 Penalty: 2923.750977
	Iteration 27Q: 3 clusters Score -929330.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -929334.937500 Penalty: 2923.750977
	Iteration 28Q: 3 clusters Score -929334.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -929341.250000 Penalty: 2923.750977
	Iteration 29Q: 3 clusters Score -929341.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -929350.812500 Penalty: 2923.750977
	Iteration 30Q: 3 clusters Score -929350.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -929358.625000 Penalty: 2923.750977
	Iteration 31Q: 3 clusters Score -929358.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -929364.437500 Penalty: 2923.750977
	Iteration 32Q: 3 clusters Score -929364.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -929370.812500 Penalty: 2923.750977
	Iteration 33Q: 3 clusters Score -929370.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -929374.187500 Penalty: 2923.750977
	Iteration 34Q: 3 clusters Score -929374.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -929376.687500 Penalty: 2923.750977
	Iteration 35Q: 3 clusters Score -929376.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -929376.000000 Penalty: 2923.750977
	Iteration 36Q: 3 clusters Score -929376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -929378.187500 Penalty: 2923.750977
	Iteration 37Q: 3 clusters Score -929378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -929376.312500 Penalty: 2923.750977
	Iteration 38Q: 3 clusters Score -929376.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -929376.312500 Penalty: 2923.750977
	Iteration 39F: 3 clusters Score -929376.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (99687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Entering Unmasked Estep 
Score: -11610441.000000 Penalty: 1870.340942
	Iteration 0F: 2 clusters Score -1.161044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -11546469.000000 Penalty: 3740.681885
	Iteration 0F: 3 clusters Score -1.154647e+07 nChanged 47384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -11573782.000000 Penalty: 3740.681885
	Iteration 1F: 3 clusters Score -1.157378e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -11574420.000000 Penalty: 3740.681885
	Iteration 2Q: 3 clusters Score -1.157442e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -11575428.000000 Penalty: 3740.681885
	Iteration 3Q: 3 clusters Score -1.157543e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -11577080.000000 Penalty: 3740.681885
	Iteration 4Q: 3 clusters Score -1.157708e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -11580055.000000 Penalty: 3740.681885
	Iteration 5F: 3 clusters Score -1.158006e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -11585495.000000 Penalty: 3740.681885
	Iteration 6F: 3 clusters Score -1.15855e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 82486 members 
Entering Unmasked Estep 
Score: -11593412.000000 Penalty: 3740.681885
	Iteration 7F: 3 clusters Score -1.159341e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 91272 members 
Entering Unmasked Estep 
Score: -11601280.000000 Penalty: 3740.681885
	Iteration 8F: 3 clusters Score -1.160128e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 96793 members 
Entering Unmasked Estep 
Score: -11606195.000000 Penalty: 3740.681885
	Iteration 9F: 3 clusters Score -1.16062e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 98932 members 
Entering Unmasked Estep 
Score: -11608013.000000 Penalty: 3740.681885
	Iteration 10Q: 3 clusters Score -1.160801e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -11608522.000000 Penalty: 3740.681885
	Iteration 11Q: 3 clusters Score -1.160852e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 99561 members 
Entering Unmasked Estep 
Score: -11608692.000000 Penalty: 3740.681885
	Iteration 12Q: 3 clusters Score -1.160869e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 99576 members 
Entering Unmasked Estep 
Score: -11608732.000000 Penalty: 3740.681885
	Iteration 13Q: 3 clusters Score -1.160873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 99579 members 
Entering Unmasked Estep 
Score: -11608760.000000 Penalty: 3740.681885
	Iteration 14Q: 3 clusters Score -1.160876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 99584 members 
Entering Unmasked Estep 
Score: -11608764.000000 Penalty: 3740.681885
	Iteration 15Q: 3 clusters Score -1.160876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99587 members 
Entering Unmasked Estep 
Score: -11608782.000000 Penalty: 3740.681885
	Iteration 16Q: 3 clusters Score -1.160878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 99591 members 
Entering Unmasked Estep 
Score: -11608798.000000 Penalty: 3740.681885
	Iteration 17Q: 3 clusters Score -1.16088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 99592 members 
Entering Unmasked Estep 
Score: -11608812.000000 Penalty: 3740.681885
	Iteration 18Q: 3 clusters Score -1.160881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99589 members 
Entering Unmasked Estep 
Score: -11608802.000000 Penalty: 3740.681885
	Iteration 19Q: 3 clusters Score -1.16088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99586 members 
Entering Unmasked Estep 
Score: -11608806.000000 Penalty: 3740.681885
	Iteration 20F: 3 clusters Score -1.160881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 99585 members 
Entering Unmasked Estep 
Score: -11608811.000000 Penalty: 3740.681885
	Iteration 21Q: 3 clusters Score -1.160881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 99585 members 
Entering Unmasked Estep 
Score: -11608811.000000 Penalty: 3740.681885
	Iteration 22F: 3 clusters Score -1.160881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143591 members 
Entering Unmasked Estep 
Score: -16286460.000000 Penalty: 1929.642700
	Iteration 0F: 2 clusters Score -1.628646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -16191805.000000 Penalty: 3859.285400
	Iteration 0F: 3 clusters Score -1.61918e+07 nChanged 69138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -16232588.000000 Penalty: 3859.285400
	Iteration 1F: 3 clusters Score -1.623259e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 83864 members 
Entering Unmasked Estep 
Score: -16234172.000000 Penalty: 3859.285400
	Iteration 2Q: 3 clusters Score -1.623417e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -16237438.000000 Penalty: 3859.285400
	Iteration 3F: 3 clusters Score -1.623744e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 101788 members 
Entering Unmasked Estep 
Score: -16244462.000000 Penalty: 3859.285400
	Iteration 4F: 3 clusters Score -1.624446e+07 nChanged 13749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 115537 members 
Entering Unmasked Estep 
Score: -16256172.000000 Penalty: 3859.285400
	Iteration 5F: 3 clusters Score -1.625617e+07 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 129456 members 
Entering Unmasked Estep 
Score: -16270143.000000 Penalty: 3859.285400
	Iteration 6F: 3 clusters Score -1.627014e+07 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 138771 members 
Entering Unmasked Estep 
Score: -16279810.000000 Penalty: 3859.285400
	Iteration 7F: 3 clusters Score -1.627981e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 142370 members 
Entering Unmasked Estep 
Score: -16283524.000000 Penalty: 3859.285400
	Iteration 8Q: 3 clusters Score -1.628352e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 143243 members 
Entering Unmasked Estep 
Score: -16284338.000000 Penalty: 3859.285400
	Iteration 9Q: 3 clusters Score -1.628434e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 143415 members 
Entering Unmasked Estep 
Score: -16284574.000000 Penalty: 3859.285400
	Iteration 10Q: 3 clusters Score -1.628457e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 143447 members 
Entering Unmasked Estep 
Score: -16284641.000000 Penalty: 3859.285400
	Iteration 11Q: 3 clusters Score -1.628464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 143456 members 
Entering Unmasked Estep 
Score: -16284677.000000 Penalty: 3859.285400
	Iteration 12Q: 3 clusters Score -1.628468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 143459 members 
Entering Unmasked Estep 
Score: -16284693.000000 Penalty: 3859.285400
	Iteration 13Q: 3 clusters Score -1.628469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 143460 members 
Entering Unmasked Estep 
Score: -16284705.000000 Penalty: 3859.285400
	Iteration 14Q: 3 clusters Score -1.62847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 143459 members 
Entering Unmasked Estep 
Score: -16284704.000000 Penalty: 3859.285400
	Iteration 15Q: 3 clusters Score -1.62847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 143461 members 
Entering Unmasked Estep 
Score: -16284723.000000 Penalty: 3859.285400
	Iteration 16Q: 3 clusters Score -1.628472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 143461 members 
Entering Unmasked Estep 
Score: -16284727.000000 Penalty: 3859.285400
	Iteration 17Q: 3 clusters Score -1.628473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143463 members 
Entering Unmasked Estep 
Score: -16284749.000000 Penalty: 3859.285400
	Iteration 18Q: 3 clusters Score -1.628475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 143465 members 
Entering Unmasked Estep 
Score: -16284745.000000 Penalty: 3859.285400
	Iteration 19Q: 3 clusters Score -1.628474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 143466 members 
Entering Unmasked Estep 
Score: -16284741.000000 Penalty: 3859.285400
	Iteration 20F: 3 clusters Score -1.628474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 143467 members 
Entering Unmasked Estep 
Score: -16284748.000000 Penalty: 3859.285400
	Iteration 21Q: 3 clusters Score -1.628475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 143469 members 
Entering Unmasked Estep 
Score: -16284754.000000 Penalty: 3859.285400
	Iteration 22Q: 3 clusters Score -1.628475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 143470 members 
Entering Unmasked Estep 
Score: -16284749.000000 Penalty: 3859.285400
	Iteration 23Q: 3 clusters Score -1.628475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 143468 members 
Entering Unmasked Estep 
Score: -16284750.000000 Penalty: 3859.285400
	Iteration 24Q: 3 clusters Score -1.628475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 143468 members 
Entering Unmasked Estep 
Score: -16284750.000000 Penalty: 3859.285400
	Iteration 25F: 3 clusters Score -1.628475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (80386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Entering Unmasked Estep 
Score: -9331649.000000 Penalty: 1835.371826
	Iteration 0F: 2 clusters Score -9331649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -9278359.000000 Penalty: 3670.743652
	Iteration 0F: 3 clusters Score -9278359 nChanged 38029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -9300564.000000 Penalty: 3670.743652
	Iteration 1F: 3 clusters Score -9300564 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -9301644.000000 Penalty: 3670.743652
	Iteration 2Q: 3 clusters Score -9301644 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -9303299.000000 Penalty: 3670.743652
	Iteration 3Q: 3 clusters Score -9303299 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -9306181.000000 Penalty: 3670.743652
	Iteration 4F: 3 clusters Score -9306181 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -9310816.000000 Penalty: 3670.743652
	Iteration 5F: 3 clusters Score -9310816 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66448 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -9316891.000000 Penalty: 3670.743652
	Iteration 6F: 3 clusters Score -9316891 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -9322711.000000 Penalty: 3670.743652
	Iteration 7F: 3 clusters Score -9322711 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -9326732.000000 Penalty: 3670.743652
	Iteration 8F: 3 clusters Score -9326732 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78645 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9328671.000000 Penalty: 3670.743652
	Iteration 9Q: 3 clusters Score -9328671 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9329430.000000 Penalty: 3670.743652
	Iteration 10Q: 3 clusters Score -9329430 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79959 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9329781.000000 Penalty: 3670.743652
	Iteration 11Q: 3 clusters Score -9329781 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9329921.000000 Penalty: 3670.743652
	Iteration 12Q: 3 clusters Score -9329921 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9329983.000000 Penalty: 3670.743652
	Iteration 13Q: 3 clusters Score -9329983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80165 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9330035.000000 Penalty: 3670.743652
	Iteration 14Q: 3 clusters Score -9330035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9330056.000000 Penalty: 3670.743652
	Iteration 15Q: 3 clusters Score -9330056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9330060.000000 Penalty: 3670.743652
	Iteration 16Q: 3 clusters Score -9330060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9330080.000000 Penalty: 3670.743652
	Iteration 17Q: 3 clusters Score -9330080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80192 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9330088.000000 Penalty: 3670.743652
	Iteration 18Q: 3 clusters Score -9330088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9330096.000000 Penalty: 3670.743652
	Iteration 19Q: 3 clusters Score -9330096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9330102.000000 Penalty: 3670.743652
	Iteration 20F: 3 clusters Score -9330102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9330107.000000 Penalty: 3670.743652
	Iteration 21Q: 3 clusters Score -9330107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9330115.000000 Penalty: 3670.743652
	Iteration 22Q: 3 clusters Score -9330115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9330118.000000 Penalty: 3670.743652
	Iteration 23Q: 3 clusters Score -9330118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80204 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9330120.000000 Penalty: 3670.743652
	Iteration 24Q: 3 clusters Score -9330120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80204 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9330120.000000 Penalty: 3670.743652
	Iteration 25F: 3 clusters Score -9330120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Entering Unmasked Estep 
Score: -1162921.625000 Penalty: 1497.183228
	Iteration 0F: 2 clusters Score -1162922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1155819.125000 Penalty: 2994.366455
	Iteration 0F: 3 clusters Score -1155819 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1158025.750000 Penalty: 2994.366455
	Iteration 1F: 3 clusters Score -1158026 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1158294.000000 Penalty: 2994.366455
	Iteration 2F: 3 clusters Score -1158294 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1158508.375000 Penalty: 2994.366455
	Iteration 3F: 3 clusters Score -1158508 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1158699.000000 Penalty: 2994.366455
	Iteration 4Q: 3 clusters Score -1158699 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1158841.375000 Penalty: 2994.366455
	Iteration 5Q: 3 clusters Score -1158841 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1158987.625000 Penalty: 2994.366455
	Iteration 6Q: 3 clusters Score -1158988 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1159117.625000 Penalty: 2994.366455
	Iteration 7Q: 3 clusters Score -1159118 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1159233.000000 Penalty: 2994.366455
	Iteration 8Q: 3 clusters Score -1159233 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1159368.500000 Penalty: 2994.366455
	Iteration 9Q: 3 clusters Score -1159368 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1159559.375000 Penalty: 2994.366455
	Iteration 10Q: 3 clusters Score -1159559 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1159770.375000 Penalty: 2994.366455
	Iteration 11Q: 3 clusters Score -1159770 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1160028.625000 Penalty: 2994.366455
	Iteration 12Q: 3 clusters Score -1160029 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1160260.000000 Penalty: 2994.366455
	Iteration 13Q: 3 clusters Score -1160260 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1160458.125000 Penalty: 2994.366455
	Iteration 14Q: 3 clusters Score -1160458 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1160576.250000 Penalty: 2994.366455
	Iteration 15Q: 3 clusters Score -1160576 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1160650.750000 Penalty: 2994.366455
	Iteration 16Q: 3 clusters Score -1160651 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1160692.125000 Penalty: 2994.366455
	Iteration 17Q: 3 clusters Score -1160692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1160713.750000 Penalty: 2994.366455
	Iteration 18Q: 3 clusters Score -1160714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1160736.875000 Penalty: 2994.366455
	Iteration 19Q: 3 clusters Score -1160737 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1160748.375000 Penalty: 2994.366455
	Iteration 20F: 3 clusters Score -1160748 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1160761.875000 Penalty: 2994.366455
	Iteration 21Q: 3 clusters Score -1160762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1160774.000000 Penalty: 2994.366455
	Iteration 22Q: 3 clusters Score -1160774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1160779.625000 Penalty: 2994.366455
	Iteration 23Q: 3 clusters Score -1160780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1160784.375000 Penalty: 2994.366455
	Iteration 24Q: 3 clusters Score -1160784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1160795.500000 Penalty: 2994.366455
	Iteration 25Q: 3 clusters Score -1160796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1160797.000000 Penalty: 2994.366455
	Iteration 26Q: 3 clusters Score -1160797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1160803.500000 Penalty: 2994.366455
	Iteration 27Q: 3 clusters Score -1160804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1160808.000000 Penalty: 2994.366455
	Iteration 28Q: 3 clusters Score -1160808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1160813.500000 Penalty: 2994.366455
	Iteration 29Q: 3 clusters Score -1160814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1160815.000000 Penalty: 2994.366455
	Iteration 30Q: 3 clusters Score -1160815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1160817.500000 Penalty: 2994.366455
	Iteration 31Q: 3 clusters Score -1160818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1160820.125000 Penalty: 2994.366455
	Iteration 32Q: 3 clusters Score -1160820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1160821.375000 Penalty: 2994.366455
	Iteration 33Q: 3 clusters Score -1160821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1160822.250000 Penalty: 2994.366455
	Iteration 34Q: 3 clusters Score -1160822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1160823.750000 Penalty: 2994.366455
	Iteration 35Q: 3 clusters Score -1160824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1160826.625000 Penalty: 2994.366455
	Iteration 36Q: 3 clusters Score -1160827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1160827.750000 Penalty: 2994.366455
	Iteration 37Q: 3 clusters Score -1160828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1160827.125000 Penalty: 2994.366455
	Iteration 38Q: 3 clusters Score -1160827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1160828.750000 Penalty: 2994.366455
	Iteration 39Q: 3 clusters Score -1160829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1160831.625000 Penalty: 2994.366455
	Iteration 40F: 3 clusters Score -1160832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1160831.375000 Penalty: 2994.366455
	Iteration 41Q: 3 clusters Score -1160831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1160831.625000 Penalty: 2994.366455
	Iteration 42Q: 3 clusters Score -1160832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1160830.875000 Penalty: 2994.366455
	Iteration 43Q: 3 clusters Score -1160831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1160836.875000 Penalty: 2994.366455
	Iteration 44Q: 3 clusters Score -1160837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1160835.000000 Penalty: 2994.366455
	Iteration 45Q: 3 clusters Score -1160835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1160841.125000 Penalty: 2994.366455
	Iteration 46Q: 3 clusters Score -1160841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1160838.250000 Penalty: 2994.366455
	Iteration 47Q: 3 clusters Score -1160838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1160839.125000 Penalty: 2994.366455
	Iteration 48Q: 3 clusters Score -1160839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1160841.750000 Penalty: 2994.366455
	Iteration 49Q: 3 clusters Score -1160842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1160844.875000 Penalty: 2994.366455
	Iteration 50Q: 3 clusters Score -1160845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1160844.000000 Penalty: 2994.366455
	Iteration 51Q: 3 clusters Score -1160844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1160843.625000 Penalty: 2994.366455
	Iteration 52Q: 3 clusters Score -1160844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1160847.000000 Penalty: 2994.366455
	Iteration 53Q: 3 clusters Score -1160847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1160850.750000 Penalty: 2994.366455
	Iteration 54Q: 3 clusters Score -1160851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1160851.625000 Penalty: 2994.366455
	Iteration 55Q: 3 clusters Score -1160852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1160854.250000 Penalty: 2994.366455
	Iteration 56Q: 3 clusters Score -1160854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1160855.750000 Penalty: 2994.366455
	Iteration 57Q: 3 clusters Score -1160856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1160857.625000 Penalty: 2994.366455
	Iteration 58Q: 3 clusters Score -1160858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1160858.500000 Penalty: 2994.366455
	Iteration 59Q: 3 clusters Score -1160858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1160860.250000 Penalty: 2994.366455
	Iteration 60F: 3 clusters Score -1160860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1160860.750000 Penalty: 2994.366455
	Iteration 61Q: 3 clusters Score -1160861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1160859.375000 Penalty: 2994.366455
	Iteration 62Q: 3 clusters Score -1160859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1160861.625000 Penalty: 2994.366455
	Iteration 63Q: 3 clusters Score -1160862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1160863.500000 Penalty: 2994.366455
	Iteration 64Q: 3 clusters Score -1160864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1160863.000000 Penalty: 2994.366455
	Iteration 65Q: 3 clusters Score -1160863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1160864.000000 Penalty: 2994.366455
	Iteration 66Q: 3 clusters Score -1160864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1160862.750000 Penalty: 2994.366455
	Iteration 67Q: 3 clusters Score -1160863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1160867.125000 Penalty: 2994.366455
	Iteration 68Q: 3 clusters Score -1160867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1160867.500000 Penalty: 2994.366455
	Iteration 69Q: 3 clusters Score -1160868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1160869.000000 Penalty: 2994.366455
	Iteration 70Q: 3 clusters Score -1160869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1160870.875000 Penalty: 2994.366455
	Iteration 71Q: 3 clusters Score -1160871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1160871.250000 Penalty: 2994.366455
	Iteration 72Q: 3 clusters Score -1160871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1160875.250000 Penalty: 2994.366455
	Iteration 73Q: 3 clusters Score -1160875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1160876.750000 Penalty: 2994.366455
	Iteration 74Q: 3 clusters Score -1160877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1160875.375000 Penalty: 2994.366455
	Iteration 75Q: 3 clusters Score -1160875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1160879.750000 Penalty: 2994.366455
	Iteration 76Q: 3 clusters Score -1160880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1160879.875000 Penalty: 2994.366455
	Iteration 77Q: 3 clusters Score -1160880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1160878.500000 Penalty: 2994.366455
	Iteration 78Q: 3 clusters Score -1160878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1160882.000000 Penalty: 2994.366455
	Iteration 79Q: 3 clusters Score -1160882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1160881.625000 Penalty: 2994.366455
	Iteration 80F: 3 clusters Score -1160882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1160882.750000 Penalty: 2994.366455
	Iteration 81Q: 3 clusters Score -1160883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1160885.000000 Penalty: 2994.366455
	Iteration 82Q: 3 clusters Score -1160885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1160885.375000 Penalty: 2994.366455
	Iteration 83Q: 3 clusters Score -1160885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1160885.625000 Penalty: 2994.366455
	Iteration 84Q: 3 clusters Score -1160886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1160887.375000 Penalty: 2994.366455
	Iteration 85Q: 3 clusters Score -1160887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1160891.625000 Penalty: 2994.366455
	Iteration 86Q: 3 clusters Score -1160892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1160895.125000 Penalty: 2994.366455
	Iteration 87Q: 3 clusters Score -1160895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1160896.750000 Penalty: 2994.366455
	Iteration 88Q: 3 clusters Score -1160897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1160898.375000 Penalty: 2994.366455
	Iteration 89Q: 3 clusters Score -1160898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1160902.625000 Penalty: 2994.366455
	Iteration 90Q: 3 clusters Score -1160903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1160903.625000 Penalty: 2994.366455
	Iteration 91Q: 3 clusters Score -1160904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1160910.125000 Penalty: 2994.366455
	Iteration 92Q: 3 clusters Score -1160910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1160910.500000 Penalty: 2994.366455
	Iteration 93Q: 3 clusters Score -1160910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1160915.500000 Penalty: 2994.366455
	Iteration 94Q: 3 clusters Score -1160916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1160920.000000 Penalty: 2994.366455
	Iteration 95Q: 3 clusters Score -1160920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1160928.000000 Penalty: 2994.366455
	Iteration 96Q: 3 clusters Score -1160928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1160928.875000 Penalty: 2994.366455
	Iteration 97Q: 3 clusters Score -1160929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1160934.125000 Penalty: 2994.366455
	Iteration 98Q: 3 clusters Score -1160934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1160937.375000 Penalty: 2994.366455
	Iteration 99Q: 3 clusters Score -1160937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1160935.750000 Penalty: 2994.366455
	Iteration 100F: 3 clusters Score -1160936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1160941.500000 Penalty: 2994.366455
	Iteration 101Q: 3 clusters Score -1160942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1160941.000000 Penalty: 2994.366455
	Iteration 102Q: 3 clusters Score -1160941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1160943.625000 Penalty: 2994.366455
	Iteration 103Q: 3 clusters Score -1160944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1160942.875000 Penalty: 2994.366455
	Iteration 104Q: 3 clusters Score -1160943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1160942.250000 Penalty: 2994.366455
	Iteration 105Q: 3 clusters Score -1160942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1160943.375000 Penalty: 2994.366455
	Iteration 106Q: 3 clusters Score -1160943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1160948.000000 Penalty: 2994.366455
	Iteration 107Q: 3 clusters Score -1160948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1160943.750000 Penalty: 2994.366455
	Iteration 108Q: 3 clusters Score -1160944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1160949.250000 Penalty: 2994.366455
	Iteration 109Q: 3 clusters Score -1160949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1160946.500000 Penalty: 2994.366455
	Iteration 110Q: 3 clusters Score -1160946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1160947.000000 Penalty: 2994.366455
	Iteration 111Q: 3 clusters Score -1160947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1160951.250000 Penalty: 2994.366455
	Iteration 112Q: 3 clusters Score -1160951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1160948.500000 Penalty: 2994.366455
	Iteration 113Q: 3 clusters Score -1160948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1160949.875000 Penalty: 2994.366455
	Iteration 114Q: 3 clusters Score -1160950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1160951.125000 Penalty: 2994.366455
	Iteration 115Q: 3 clusters Score -1160951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1160951.750000 Penalty: 2994.366455
	Iteration 116Q: 3 clusters Score -1160952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1160952.625000 Penalty: 2994.366455
	Iteration 117Q: 3 clusters Score -1160953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1160953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1160952.750000 Penalty: 2994.366455
	Iteration 119F: 3 clusters Score -1160953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Entering Unmasked Estep 
Score: -5303575.500000 Penalty: 1745.485474
	Iteration 0F: 2 clusters Score -5303576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -5272392.500000 Penalty: 3490.970947
	Iteration 0F: 3 clusters Score -5272392 nChanged 21627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5284446 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5284868 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -5285385.500000 Penalty: 3490.970947
	Iteration 3Q: 3 clusters Score -5285386 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -5286121.000000 Penalty: 3490.970947
	Iteration 4Q: 3 clusters Score -5286121 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -5287212.500000 Penalty: 3490.970947
	Iteration 5Q: 3 clusters Score -5287212 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -5288747.500000 Penalty: 3490.970947
	Iteration 6F: 3 clusters Score -5288748 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -5290737.500000 Penalty: 3490.970947
	Iteration 7F: 3 clusters Score -5290738 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -5293208.500000 Penalty: 3490.970947
	Iteration 8F: 3 clusters Score -5293208 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -5295541.000000 Penalty: 3490.970947
	Iteration 9F: 3 clusters Score -5295541 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -5297054.500000 Penalty: 3490.970947
	Iteration 10Q: 3 clusters Score -5297054 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -5297713.000000 Penalty: 3490.970947
	Iteration 11Q: 3 clusters Score -5297713 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -5298024.500000 Penalty: 3490.970947
	Iteration 12Q: 3 clusters Score -5298024 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -5298278.000000 Penalty: 3490.970947
	Iteration 13Q: 3 clusters Score -5298278 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -5298432.000000 Penalty: 3490.970947
	Iteration 14Q: 3 clusters Score -5298432 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -5298659.500000 Penalty: 3490.970947
	Iteration 15Q: 3 clusters Score -5298660 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -5298874.000000 Penalty: 3490.970947
	Iteration 16Q: 3 clusters Score -5298874 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -5299062.500000 Penalty: 3490.970947
	Iteration 17Q: 3 clusters Score -5299062 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -5299253.500000 Penalty: 3490.970947
	Iteration 18Q: 3 clusters Score -5299254 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -5299491.000000 Penalty: 3490.970947
	Iteration 19Q: 3 clusters Score -5299491 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -5299668.000000 Penalty: 3490.970947
	Iteration 20F: 3 clusters Score -5299668 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -5299920.500000 Penalty: 3490.970947
	Iteration 21Q: 3 clusters Score -5299920 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -5300116.000000 Penalty: 3490.970947
	Iteration 22Q: 3 clusters Score -5300116 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -5300318.500000 Penalty: 3490.970947
	Iteration 23Q: 3 clusters Score -5300318 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -5300465.500000 Penalty: 3490.970947
	Iteration 24Q: 3 clusters Score -5300466 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -5300616.500000 Penalty: 3490.970947
	Iteration 25Q: 3 clusters Score -5300616 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -5300771.000000 Penalty: 3490.970947
	Iteration 26Q: 3 clusters Score -5300771 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -5300896.000000 Penalty: 3490.970947
	Iteration 27Q: 3 clusters Score -5300896 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -5301033.000000 Penalty: 3490.970947
	Iteration 28Q: 3 clusters Score -5301033 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5301147.000000 Penalty: 3490.970947
	Iteration 29Q: 3 clusters Score -5301147 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5301267.000000 Penalty: 3490.970947
	Iteration 30Q: 3 clusters Score -5301267 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5301391.000000 Penalty: 3490.970947
	Iteration 31Q: 3 clusters Score -5301391 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5301448.000000 Penalty: 3490.970947
	Iteration 32Q: 3 clusters Score -5301448 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5301556.000000 Penalty: 3490.970947
	Iteration 33Q: 3 clusters Score -5301556 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5301614.000000 Penalty: 3490.970947
	Iteration 34Q: 3 clusters Score -5301614 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5301658.500000 Penalty: 3490.970947
	Iteration 35Q: 3 clusters Score -5301658 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5301722.500000 Penalty: 3490.970947
	Iteration 36Q: 3 clusters Score -5301722 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5301774.000000 Penalty: 3490.970947
	Iteration 37Q: 3 clusters Score -5301774 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5301812.500000 Penalty: 3490.970947
	Iteration 38Q: 3 clusters Score -5301812 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5301859.500000 Penalty: 3490.970947
	Iteration 39Q: 3 clusters Score -5301860 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5301900.000000 Penalty: 3490.970947
	Iteration 40F: 3 clusters Score -5301900 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5301948.500000 Penalty: 3490.970947
	Iteration 41Q: 3 clusters Score -5301948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5301967.000000 Penalty: 3490.970947
	Iteration 42Q: 3 clusters Score -5301967 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5301994.500000 Penalty: 3490.970947
	Iteration 43Q: 3 clusters Score -5301994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5302018.500000 Penalty: 3490.970947
	Iteration 44Q: 3 clusters Score -5302018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5302034.500000 Penalty: 3490.970947
	Iteration 45Q: 3 clusters Score -5302034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5302051.000000 Penalty: 3490.970947
	Iteration 46Q: 3 clusters Score -5302051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5302061.000000 Penalty: 3490.970947
	Iteration 47Q: 3 clusters Score -5302061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5302068.500000 Penalty: 3490.970947
	Iteration 48Q: 3 clusters Score -5302068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5302086.000000 Penalty: 3490.970947
	Iteration 49Q: 3 clusters Score -5302086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5302091.500000 Penalty: 3490.970947
	Iteration 50Q: 3 clusters Score -5302092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5302097.000000 Penalty: 3490.970947
	Iteration 51Q: 3 clusters Score -5302097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5302104.000000 Penalty: 3490.970947
	Iteration 52Q: 3 clusters Score -5302104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5302106.500000 Penalty: 3490.970947
	Iteration 53Q: 3 clusters Score -5302106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5302114.500000 Penalty: 3490.970947
	Iteration 54Q: 3 clusters Score -5302114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5302127.000000 Penalty: 3490.970947
	Iteration 55Q: 3 clusters Score -5302127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5302130.500000 Penalty: 3490.970947
	Iteration 56Q: 3 clusters Score -5302130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5302127.500000 Penalty: 3490.970947
	Iteration 57Q: 3 clusters Score -5302128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5302133.000000 Penalty: 3490.970947
	Iteration 58Q: 3 clusters Score -5302133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5302130.500000 Penalty: 3490.970947
	Iteration 59Q: 3 clusters Score -5302130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5302144.000000 Penalty: 3490.970947
	Iteration 60F: 3 clusters Score -5302144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5302139.000000 Penalty: 3490.970947
	Iteration 61Q: 3 clusters Score -5302139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5302143.500000 Penalty: 3490.970947
	Iteration 62Q: 3 clusters Score -5302144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5302145.000000 Penalty: 3490.970947
	Iteration 63Q: 3 clusters Score -5302145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5302142.000000 Penalty: 3490.970947
	Iteration 64Q: 3 clusters Score -5302142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5302147.500000 Penalty: 3490.970947
	Iteration 65Q: 3 clusters Score -5302148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5302148.500000 Penalty: 3490.970947
	Iteration 66Q: 3 clusters Score -5302148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5302152.500000 Penalty: 3490.970947
	Iteration 67Q: 3 clusters Score -5302152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5302152.000000 Penalty: 3490.970947
	Iteration 68Q: 3 clusters Score -5302152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5302150.500000 Penalty: 3490.970947
	Iteration 69Q: 3 clusters Score -5302150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5302158.000000 Penalty: 3490.970947
	Iteration 70Q: 3 clusters Score -5302158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5302159.500000 Penalty: 3490.970947
	Iteration 71Q: 3 clusters Score -5302160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5302157.500000 Penalty: 3490.970947
	Iteration 72Q: 3 clusters Score -5302158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5302157.500000 Penalty: 3490.970947
	Iteration 73Q: 3 clusters Score -5302158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5302161.500000 Penalty: 3490.970947
	Iteration 74Q: 3 clusters Score -5302162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5302163.000000 Penalty: 3490.970947
	Iteration 75Q: 3 clusters Score -5302163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5302160.000000 Penalty: 3490.970947
	Iteration 76Q: 3 clusters Score -5302160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5302160.000000 Penalty: 3490.970947
	Iteration 77F: 3 clusters Score -5302160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -97514.367188 Penalty: 1116.045776
	Iteration 0F: 2 clusters Score -97514.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -96201.062500 Penalty: 2232.091553
	Iteration 0F: 3 clusters Score -96201.06 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -96517.359375 Penalty: 2232.091553
	Iteration 1F: 3 clusters Score -96517.36 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96643.507812 Penalty: 2232.091553
	Iteration 2F: 3 clusters Score -96643.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -96720.062500 Penalty: 2232.091553
	Iteration 3Q: 3 clusters Score -96720.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -96777.296875 Penalty: 2232.091553
	Iteration 4Q: 3 clusters Score -96777.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -96829.117188 Penalty: 2232.091553
	Iteration 5Q: 3 clusters Score -96829.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -96883.078125 Penalty: 2232.091553
	Iteration 6Q: 3 clusters Score -96883.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -96913.257812 Penalty: 2232.091553
	Iteration 7Q: 3 clusters Score -96913.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -96936.742188 Penalty: 2232.091553
	Iteration 8Q: 3 clusters Score -96936.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -96971.304688 Penalty: 2232.091553
	Iteration 9Q: 3 clusters Score -96971.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -96988.937500 Penalty: 2232.091553
	Iteration 10Q: 3 clusters Score -96988.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -97005.046875 Penalty: 2232.091553
	Iteration 11Q: 3 clusters Score -97005.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -97016.539062 Penalty: 2232.091553
	Iteration 12Q: 3 clusters Score -97016.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -97020.421875 Penalty: 2232.091553
	Iteration 13Q: 3 clusters Score -97020.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -97021.804688 Penalty: 2232.091553
	Iteration 14Q: 3 clusters Score -97021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -97022.257812 Penalty: 2232.091553
	Iteration 15Q: 3 clusters Score -97022.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -97022.257812 Penalty: 2232.091553
	Iteration 16F: 3 clusters Score -97022.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Entering Unmasked Estep 
Score: -4263481.000000 Penalty: 1715.864624
	Iteration 0F: 2 clusters Score -4263481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -4237789.500000 Penalty: 3431.729248
	Iteration 0F: 3 clusters Score -4237790 nChanged 17898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -4247670.500000 Penalty: 3431.729248
	Iteration 1F: 3 clusters Score -4247670 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -4248272.000000 Penalty: 3431.729248
	Iteration 2Q: 3 clusters Score -4248272 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -4248954.500000 Penalty: 3431.729248
	Iteration 3Q: 3 clusters Score -4248954 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -4249898.000000 Penalty: 3431.729248
	Iteration 4Q: 3 clusters Score -4249898 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -4251019.500000 Penalty: 3431.729248
	Iteration 5F: 3 clusters Score -4251020 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4252252.500000 Penalty: 3431.729248
	Iteration 6F: 3 clusters Score -4252252 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -4253564.500000 Penalty: 3431.729248
	Iteration 7F: 3 clusters Score -4253564 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -4254615.500000 Penalty: 3431.729248
	Iteration 8F: 3 clusters Score -4254616 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -4255253.500000 Penalty: 3431.729248
	Iteration 9Q: 3 clusters Score -4255254 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -4255618.000000 Penalty: 3431.729248
	Iteration 10Q: 3 clusters Score -4255618 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -4255845.000000 Penalty: 3431.729248
	Iteration 11Q: 3 clusters Score -4255845 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -4255981.000000 Penalty: 3431.729248
	Iteration 12Q: 3 clusters Score -4255981 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -4256076.000000 Penalty: 3431.729248
	Iteration 13Q: 3 clusters Score -4256076 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -4256152.500000 Penalty: 3431.729248
	Iteration 14Q: 3 clusters Score -4256152 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -4256198.500000 Penalty: 3431.729248
	Iteration 15Q: 3 clusters Score -4256198 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -4256240.500000 Penalty: 3431.729248
	Iteration 16Q: 3 clusters Score -4256240 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -4256271.500000 Penalty: 3431.729248
	Iteration 17Q: 3 clusters Score -4256272 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -4256289.500000 Penalty: 3431.729248
	Iteration 18Q: 3 clusters Score -4256290 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -4256321.500000 Penalty: 3431.729248
	Iteration 19Q: 3 clusters Score -4256322 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4256346.000000 Penalty: 3431.729248
	Iteration 20F: 3 clusters Score -4256346 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -4256335.000000 Penalty: 3431.729248
	Iteration 21Q: 3 clusters Score -4256335 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -4256364.000000 Penalty: 3431.729248
	Iteration 22Q: 3 clusters Score -4256364 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -4256373.000000 Penalty: 3431.729248
	Iteration 23Q: 3 clusters Score -4256373 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -4256374.000000 Penalty: 3431.729248
	Iteration 24Q: 3 clusters Score -4256374 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -4256404.500000 Penalty: 3431.729248
	Iteration 25Q: 3 clusters Score -4256404 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -4256427.000000 Penalty: 3431.729248
	Iteration 26Q: 3 clusters Score -4256427 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -4256450.000000 Penalty: 3431.729248
	Iteration 27Q: 3 clusters Score -4256450 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -4256469.500000 Penalty: 3431.729248
	Iteration 28Q: 3 clusters Score -4256470 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -4256488.000000 Penalty: 3431.729248
	Iteration 29Q: 3 clusters Score -4256488 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -4256541.000000 Penalty: 3431.729248
	Iteration 30Q: 3 clusters Score -4256541 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -4256585.000000 Penalty: 3431.729248
	Iteration 31Q: 3 clusters Score -4256585 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -4256639.000000 Penalty: 3431.729248
	Iteration 32Q: 3 clusters Score -4256639 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -4256696.500000 Penalty: 3431.729248
	Iteration 33Q: 3 clusters Score -4256696 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -4256742.000000 Penalty: 3431.729248
	Iteration 34Q: 3 clusters Score -4256742 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4256809.500000 Penalty: 3431.729248
	Iteration 35Q: 3 clusters Score -4256810 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -4256872.500000 Penalty: 3431.729248
	Iteration 36Q: 3 clusters Score -4256872 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -4256975.000000 Penalty: 3431.729248
	Iteration 37Q: 3 clusters Score -4256975 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4257090.000000 Penalty: 3431.729248
	Iteration 38Q: 3 clusters Score -4257090 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -4257184.000000 Penalty: 3431.729248
	Iteration 39Q: 3 clusters Score -4257184 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -4257335.000000 Penalty: 3431.729248
	Iteration 40F: 3 clusters Score -4257335 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -4257479.000000 Penalty: 3431.729248
	Iteration 41Q: 3 clusters Score -4257479 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -4257580.000000 Penalty: 3431.729248
	Iteration 42Q: 3 clusters Score -4257580 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -4257757.000000 Penalty: 3431.729248
	Iteration 43Q: 3 clusters Score -4257757 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -4257900.000000 Penalty: 3431.729248
	Iteration 44Q: 3 clusters Score -4257900 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -4258066.500000 Penalty: 3431.729248
	Iteration 45Q: 3 clusters Score -4258066 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -4258242.500000 Penalty: 3431.729248
	Iteration 46Q: 3 clusters Score -4258242 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -4258446.500000 Penalty: 3431.729248
	Iteration 47Q: 3 clusters Score -4258446 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -4258655.500000 Penalty: 3431.729248
	Iteration 48Q: 3 clusters Score -4258656 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -4258863.000000 Penalty: 3431.729248
	Iteration 49Q: 3 clusters Score -4258863 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -4259071.500000 Penalty: 3431.729248
	Iteration 50Q: 3 clusters Score -4259072 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -4259308.500000 Penalty: 3431.729248
	Iteration 51Q: 3 clusters Score -4259308 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -4259480.500000 Penalty: 3431.729248
	Iteration 52Q: 3 clusters Score -4259480 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -4259663.000000 Penalty: 3431.729248
	Iteration 53Q: 3 clusters Score -4259663 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4259909.000000 Penalty: 3431.729248
	Iteration 54Q: 3 clusters Score -4259909 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -4260132.000000 Penalty: 3431.729248
	Iteration 55Q: 3 clusters Score -4260132 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -4260328.500000 Penalty: 3431.729248
	Iteration 56Q: 3 clusters Score -4260328 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -4260525.000000 Penalty: 3431.729248
	Iteration 57Q: 3 clusters Score -4260525 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -4260710.000000 Penalty: 3431.729248
	Iteration 58Q: 3 clusters Score -4260710 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -4260866.000000 Penalty: 3431.729248
	Iteration 59Q: 3 clusters Score -4260866 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4261051.000000 Penalty: 3431.729248
	Iteration 60F: 3 clusters Score -4261051 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -4261185.000000 Penalty: 3431.729248
	Iteration 61Q: 3 clusters Score -4261185 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -4261309.500000 Penalty: 3431.729248
	Iteration 62Q: 3 clusters Score -4261310 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -4261432.500000 Penalty: 3431.729248
	Iteration 63Q: 3 clusters Score -4261432 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4261539.000000 Penalty: 3431.729248
	Iteration 64Q: 3 clusters Score -4261539 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -4261626.000000 Penalty: 3431.729248
	Iteration 65Q: 3 clusters Score -4261626 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -4261724.000000 Penalty: 3431.729248
	Iteration 66Q: 3 clusters Score -4261724 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4261787.000000 Penalty: 3431.729248
	Iteration 67Q: 3 clusters Score -4261787 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -4261857.000000 Penalty: 3431.729248
	Iteration 68Q: 3 clusters Score -4261857 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -4261902.500000 Penalty: 3431.729248
	Iteration 69Q: 3 clusters Score -4261902 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -4261955.000000 Penalty: 3431.729248
	Iteration 70Q: 3 clusters Score -4261955 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -4262020.000000 Penalty: 3431.729248
	Iteration 71Q: 3 clusters Score -4262020 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -4262084.500000 Penalty: 3431.729248
	Iteration 72Q: 3 clusters Score -4262084 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -4262139.000000 Penalty: 3431.729248
	Iteration 73Q: 3 clusters Score -4262139 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -4262176.000000 Penalty: 3431.729248
	Iteration 74Q: 3 clusters Score -4262176 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -4262221.000000 Penalty: 3431.729248
	Iteration 75Q: 3 clusters Score -4262221 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -4262260.500000 Penalty: 3431.729248
	Iteration 76Q: 3 clusters Score -4262260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -4262284.000000 Penalty: 3431.729248
	Iteration 77Q: 3 clusters Score -4262284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -4262296.000000 Penalty: 3431.729248
	Iteration 78Q: 3 clusters Score -4262296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -4262315.500000 Penalty: 3431.729248
	Iteration 79Q: 3 clusters Score -4262316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -4262340.000000 Penalty: 3431.729248
	Iteration 80F: 3 clusters Score -4262340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -4262355.500000 Penalty: 3431.729248
	Iteration 81Q: 3 clusters Score -4262356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -4262378.000000 Penalty: 3431.729248
	Iteration 82Q: 3 clusters Score -4262378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -4262395.000000 Penalty: 3431.729248
	Iteration 83Q: 3 clusters Score -4262395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -4262409.500000 Penalty: 3431.729248
	Iteration 84Q: 3 clusters Score -4262410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -4262429.000000 Penalty: 3431.729248
	Iteration 85Q: 3 clusters Score -4262429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -4262437.000000 Penalty: 3431.729248
	Iteration 86Q: 3 clusters Score -4262437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -4262446.000000 Penalty: 3431.729248
	Iteration 87Q: 3 clusters Score -4262446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -4262460.500000 Penalty: 3431.729248
	Iteration 88Q: 3 clusters Score -4262460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -4262472.000000 Penalty: 3431.729248
	Iteration 89Q: 3 clusters Score -4262472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -4262477.000000 Penalty: 3431.729248
	Iteration 90Q: 3 clusters Score -4262477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -4262484.000000 Penalty: 3431.729248
	Iteration 91Q: 3 clusters Score -4262484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -4262488.500000 Penalty: 3431.729248
	Iteration 92Q: 3 clusters Score -4262488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -4262494.500000 Penalty: 3431.729248
	Iteration 93Q: 3 clusters Score -4262494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -4262496.500000 Penalty: 3431.729248
	Iteration 94Q: 3 clusters Score -4262496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -4262505.500000 Penalty: 3431.729248
	Iteration 95Q: 3 clusters Score -4262506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -4262503.500000 Penalty: 3431.729248
	Iteration 96Q: 3 clusters Score -4262504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4262505.000000 Penalty: 3431.729248
	Iteration 97Q: 3 clusters Score -4262505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -4262507.500000 Penalty: 3431.729248
	Iteration 98Q: 3 clusters Score -4262508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -4262508.000000 Penalty: 3431.729248
	Iteration 99Q: 3 clusters Score -4262508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -4262506.500000 Penalty: 3431.729248
	Iteration 100F: 3 clusters Score -4262506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -4262511.500000 Penalty: 3431.729248
	Iteration 101Q: 3 clusters Score -4262512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -4262511.500000 Penalty: 3431.729248
	Iteration 102Q: 3 clusters Score -4262512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -4262512.000000 Penalty: 3431.729248
	Iteration 103Q: 3 clusters Score -4262512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -4262512.000000 Penalty: 3431.729248
	Iteration 104F: 3 clusters Score -4262512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Entering Unmasked Estep 
Score: -2150799.750000 Penalty: 1597.881714
	Iteration 0F: 2 clusters Score -2150800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2137921.250000 Penalty: 3195.763428
	Iteration 0F: 3 clusters Score -2137921 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2142578.250000 Penalty: 3195.763428
	Iteration 1F: 3 clusters Score -2142578 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2142884.250000 Penalty: 3195.763428
	Iteration 2Q: 3 clusters Score -2142884 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2143186.750000 Penalty: 3195.763428
	Iteration 3Q: 3 clusters Score -2143187 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2143461.750000 Penalty: 3195.763428
	Iteration 4Q: 3 clusters Score -2143462 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2143740.500000 Penalty: 3195.763428
	Iteration 5Q: 3 clusters Score -2143740 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2144037.750000 Penalty: 3195.763428
	Iteration 6Q: 3 clusters Score -2144038 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2144378.500000 Penalty: 3195.763428
	Iteration 7Q: 3 clusters Score -2144378 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2144752.000000 Penalty: 3195.763428
	Iteration 8Q: 3 clusters Score -2144752 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2145216.000000 Penalty: 3195.763428
	Iteration 9Q: 3 clusters Score -2145216 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2145820.000000 Penalty: 3195.763428
	Iteration 10Q: 3 clusters Score -2145820 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2146509.250000 Penalty: 3195.763428
	Iteration 11F: 3 clusters Score -2146509 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2147123.000000 Penalty: 3195.763428
	Iteration 12F: 3 clusters Score -2147123 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2147561.750000 Penalty: 3195.763428
	Iteration 13Q: 3 clusters Score -2147562 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2147823.500000 Penalty: 3195.763428
	Iteration 14Q: 3 clusters Score -2147824 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2147932.500000 Penalty: 3195.763428
	Iteration 15Q: 3 clusters Score -2147932 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2148014.500000 Penalty: 3195.763428
	Iteration 16Q: 3 clusters Score -2148014 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2148072.500000 Penalty: 3195.763428
	Iteration 17Q: 3 clusters Score -2148072 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2148100.250000 Penalty: 3195.763428
	Iteration 18Q: 3 clusters Score -2148100 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2148124.250000 Penalty: 3195.763428
	Iteration 19Q: 3 clusters Score -2148124 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2148151.750000 Penalty: 3195.763428
	Iteration 20F: 3 clusters Score -2148152 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2148168.750000 Penalty: 3195.763428
	Iteration 21Q: 3 clusters Score -2148169 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2148180.250000 Penalty: 3195.763428
	Iteration 22Q: 3 clusters Score -2148180 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2148195.250000 Penalty: 3195.763428
	Iteration 23Q: 3 clusters Score -2148195 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2148217.500000 Penalty: 3195.763428
	Iteration 24Q: 3 clusters Score -2148218 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2148236.000000 Penalty: 3195.763428
	Iteration 25Q: 3 clusters Score -2148236 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2148249.250000 Penalty: 3195.763428
	Iteration 26Q: 3 clusters Score -2148249 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2148258.500000 Penalty: 3195.763428
	Iteration 27Q: 3 clusters Score -2148258 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2148271.750000 Penalty: 3195.763428
	Iteration 28Q: 3 clusters Score -2148272 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2148281.750000 Penalty: 3195.763428
	Iteration 29Q: 3 clusters Score -2148282 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2148301.750000 Penalty: 3195.763428
	Iteration 30Q: 3 clusters Score -2148302 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2148319.750000 Penalty: 3195.763428
	Iteration 31Q: 3 clusters Score -2148320 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2148332.500000 Penalty: 3195.763428
	Iteration 32Q: 3 clusters Score -2148332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2148349.250000 Penalty: 3195.763428
	Iteration 33Q: 3 clusters Score -2148349 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2148369.750000 Penalty: 3195.763428
	Iteration 34Q: 3 clusters Score -2148370 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2148377.500000 Penalty: 3195.763428
	Iteration 35Q: 3 clusters Score -2148378 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2148414.000000 Penalty: 3195.763428
	Iteration 36Q: 3 clusters Score -2148414 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2148433.500000 Penalty: 3195.763428
	Iteration 37Q: 3 clusters Score -2148434 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2148468.500000 Penalty: 3195.763428
	Iteration 38Q: 3 clusters Score -2148468 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2148499.500000 Penalty: 3195.763428
	Iteration 39Q: 3 clusters Score -2148500 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2148523.250000 Penalty: 3195.763428
	Iteration 40F: 3 clusters Score -2148523 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2148542.750000 Penalty: 3195.763428
	Iteration 41Q: 3 clusters Score -2148543 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2148564.500000 Penalty: 3195.763428
	Iteration 42Q: 3 clusters Score -2148564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2148585.750000 Penalty: 3195.763428
	Iteration 43Q: 3 clusters Score -2148586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2148594.750000 Penalty: 3195.763428
	Iteration 44Q: 3 clusters Score -2148595 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2148609.500000 Penalty: 3195.763428
	Iteration 45Q: 3 clusters Score -2148610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2148620.250000 Penalty: 3195.763428
	Iteration 46Q: 3 clusters Score -2148620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2148632.250000 Penalty: 3195.763428
	Iteration 47Q: 3 clusters Score -2148632 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2148650.500000 Penalty: 3195.763428
	Iteration 48Q: 3 clusters Score -2148650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2148670.750000 Penalty: 3195.763428
	Iteration 49Q: 3 clusters Score -2148671 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2148689.750000 Penalty: 3195.763428
	Iteration 50Q: 3 clusters Score -2148690 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2148710.250000 Penalty: 3195.763428
	Iteration 51Q: 3 clusters Score -2148710 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2148734.000000 Penalty: 3195.763428
	Iteration 52Q: 3 clusters Score -2148734 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2148754.750000 Penalty: 3195.763428
	Iteration 53Q: 3 clusters Score -2148755 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2148766.000000 Penalty: 3195.763428
	Iteration 54Q: 3 clusters Score -2148766 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2148787.250000 Penalty: 3195.763428
	Iteration 55Q: 3 clusters Score -2148787 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2148821.250000 Penalty: 3195.763428
	Iteration 56Q: 3 clusters Score -2148821 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2148842.250000 Penalty: 3195.763428
	Iteration 57Q: 3 clusters Score -2148842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2148853.000000 Penalty: 3195.763428
	Iteration 58Q: 3 clusters Score -2148853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2148870.000000 Penalty: 3195.763428
	Iteration 59Q: 3 clusters Score -2148870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2148878.250000 Penalty: 3195.763428
	Iteration 60F: 3 clusters Score -2148878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2148886.500000 Penalty: 3195.763428
	Iteration 61Q: 3 clusters Score -2148886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2148898.500000 Penalty: 3195.763428
	Iteration 62Q: 3 clusters Score -2148898 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2148908.000000 Penalty: 3195.763428
	Iteration 63Q: 3 clusters Score -2148908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2148920.500000 Penalty: 3195.763428
	Iteration 64Q: 3 clusters Score -2148920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2148942.250000 Penalty: 3195.763428
	Iteration 65Q: 3 clusters Score -2148942 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2148963.250000 Penalty: 3195.763428
	Iteration 66Q: 3 clusters Score -2148963 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2148974.750000 Penalty: 3195.763428
	Iteration 67Q: 3 clusters Score -2148975 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2148997.000000 Penalty: 3195.763428
	Iteration 68Q: 3 clusters Score -2148997 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2149017.500000 Penalty: 3195.763428
	Iteration 69Q: 3 clusters Score -2149018 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2149039.750000 Penalty: 3195.763428
	Iteration 70Q: 3 clusters Score -2149040 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2149062.500000 Penalty: 3195.763428
	Iteration 71Q: 3 clusters Score -2149062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2149078.500000 Penalty: 3195.763428
	Iteration 72Q: 3 clusters Score -2149078 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2149100.500000 Penalty: 3195.763428
	Iteration 73Q: 3 clusters Score -2149100 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2149115.250000 Penalty: 3195.763428
	Iteration 74Q: 3 clusters Score -2149115 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2149126.250000 Penalty: 3195.763428
	Iteration 75Q: 3 clusters Score -2149126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2149138.500000 Penalty: 3195.763428
	Iteration 76Q: 3 clusters Score -2149138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2149151.500000 Penalty: 3195.763428
	Iteration 77Q: 3 clusters Score -2149152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2149165.250000 Penalty: 3195.763428
	Iteration 78Q: 3 clusters Score -2149165 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2149171.500000 Penalty: 3195.763428
	Iteration 79Q: 3 clusters Score -2149172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2149182.500000 Penalty: 3195.763428
	Iteration 80F: 3 clusters Score -2149182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2149192.000000 Penalty: 3195.763428
	Iteration 81Q: 3 clusters Score -2149192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2149194.500000 Penalty: 3195.763428
	Iteration 82Q: 3 clusters Score -2149194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2149203.000000 Penalty: 3195.763428
	Iteration 83Q: 3 clusters Score -2149203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2149211.750000 Penalty: 3195.763428
	Iteration 84Q: 3 clusters Score -2149212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2149211.500000 Penalty: 3195.763428
	Iteration 85Q: 3 clusters Score -2149212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2149227.000000 Penalty: 3195.763428
	Iteration 86Q: 3 clusters Score -2149227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2149234.000000 Penalty: 3195.763428
	Iteration 87Q: 3 clusters Score -2149234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2149241.000000 Penalty: 3195.763428
	Iteration 88Q: 3 clusters Score -2149241 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2149248.000000 Penalty: 3195.763428
	Iteration 89Q: 3 clusters Score -2149248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2149256.000000 Penalty: 3195.763428
	Iteration 90Q: 3 clusters Score -2149256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2149261.250000 Penalty: 3195.763428
	Iteration 91Q: 3 clusters Score -2149261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2149266.500000 Penalty: 3195.763428
	Iteration 92Q: 3 clusters Score -2149266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2149268.750000 Penalty: 3195.763428
	Iteration 93Q: 3 clusters Score -2149269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2149271.250000 Penalty: 3195.763428
	Iteration 94Q: 3 clusters Score -2149271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2149279.500000 Penalty: 3195.763428
	Iteration 95Q: 3 clusters Score -2149280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2149280.000000 Penalty: 3195.763428
	Iteration 96Q: 3 clusters Score -2149280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2149282.500000 Penalty: 3195.763428
	Iteration 97Q: 3 clusters Score -2149282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2149292.750000 Penalty: 3195.763428
	Iteration 98Q: 3 clusters Score -2149293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2149297.250000 Penalty: 3195.763428
	Iteration 99Q: 3 clusters Score -2149297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2149301.250000 Penalty: 3195.763428
	Iteration 100F: 3 clusters Score -2149301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2149308.750000 Penalty: 3195.763428
	Iteration 101Q: 3 clusters Score -2149309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2149319.750000 Penalty: 3195.763428
	Iteration 102Q: 3 clusters Score -2149320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2149328.000000 Penalty: 3195.763428
	Iteration 103Q: 3 clusters Score -2149328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2149337.250000 Penalty: 3195.763428
	Iteration 104Q: 3 clusters Score -2149337 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2149351.000000 Penalty: 3195.763428
	Iteration 105Q: 3 clusters Score -2149351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2149368.250000 Penalty: 3195.763428
	Iteration 106Q: 3 clusters Score -2149368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2149378.500000 Penalty: 3195.763428
	Iteration 107Q: 3 clusters Score -2149378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2149387.250000 Penalty: 3195.763428
	Iteration 108Q: 3 clusters Score -2149387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2149394.500000 Penalty: 3195.763428
	Iteration 109Q: 3 clusters Score -2149394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2149413.750000 Penalty: 3195.763428
	Iteration 110Q: 3 clusters Score -2149414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2149427.250000 Penalty: 3195.763428
	Iteration 111Q: 3 clusters Score -2149427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2149438.250000 Penalty: 3195.763428
	Iteration 112Q: 3 clusters Score -2149438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2149452.500000 Penalty: 3195.763428
	Iteration 113Q: 3 clusters Score -2149452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2149468.750000 Penalty: 3195.763428
	Iteration 114Q: 3 clusters Score -2149469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2149476.000000 Penalty: 3195.763428
	Iteration 115Q: 3 clusters Score -2149476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2149482.250000 Penalty: 3195.763428
	Iteration 116Q: 3 clusters Score -2149482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2149486.500000 Penalty: 3195.763428
	Iteration 117Q: 3 clusters Score -2149486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2149492.750000 Penalty: 3195.763428
	Iteration 118Q: 3 clusters Score -2149493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2149499.250000 Penalty: 3195.763428
	Iteration 119Q: 3 clusters Score -2149499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2149502.000000 Penalty: 3195.763428
	Iteration 120F: 3 clusters Score -2149502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2149505.000000 Penalty: 3195.763428
	Iteration 121Q: 3 clusters Score -2149505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2149511.250000 Penalty: 3195.763428
	Iteration 122Q: 3 clusters Score -2149511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2149518.000000 Penalty: 3195.763428
	Iteration 123Q: 3 clusters Score -2149518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2149517.250000 Penalty: 3195.763428
	Iteration 124Q: 3 clusters Score -2149517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2149525.500000 Penalty: 3195.763428
	Iteration 125Q: 3 clusters Score -2149526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2149523.250000 Penalty: 3195.763428
	Iteration 126Q: 3 clusters Score -2149523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2149525.000000 Penalty: 3195.763428
	Iteration 127Q: 3 clusters Score -2149525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2149525.750000 Penalty: 3195.763428
	Iteration 128Q: 3 clusters Score -2149526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2149523.750000 Penalty: 3195.763428
	Iteration 129Q: 3 clusters Score -2149524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2149525.500000 Penalty: 3195.763428
	Iteration 130Q: 3 clusters Score -2149526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2149525.500000 Penalty: 3195.763428
	Iteration 131Q: 3 clusters Score -2149526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2149525.500000 Penalty: 3195.763428
	Iteration 132F: 3 clusters Score -2149526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Entering Unmasked Estep 
Score: -424305.906250 Penalty: 1337.252197
	Iteration 0F: 2 clusters Score -424305.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -421148.406250 Penalty: 2674.504395
	Iteration 0F: 3 clusters Score -421148.4 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -422010.687500 Penalty: 2674.504395
	Iteration 1F: 3 clusters Score -422010.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -422220.000000 Penalty: 2674.504395
	Iteration 2F: 3 clusters Score -422220 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -422432.062500 Penalty: 2674.504395
	Iteration 3F: 3 clusters Score -422432.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -422656.875000 Penalty: 2674.504395
	Iteration 4F: 3 clusters Score -422656.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -422875.250000 Penalty: 2674.504395
	Iteration 5F: 3 clusters Score -422875.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -423041.531250 Penalty: 2674.504395
	Iteration 6Q: 3 clusters Score -423041.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -423186.125000 Penalty: 2674.504395
	Iteration 7Q: 3 clusters Score -423186.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -423290.750000 Penalty: 2674.504395
	Iteration 8Q: 3 clusters Score -423290.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -423379.812500 Penalty: 2674.504395
	Iteration 9Q: 3 clusters Score -423379.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -423443.187500 Penalty: 2674.504395
	Iteration 10Q: 3 clusters Score -423443.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -423488.781250 Penalty: 2674.504395
	Iteration 11Q: 3 clusters Score -423488.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -423513.312500 Penalty: 2674.504395
	Iteration 12Q: 3 clusters Score -423513.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -423530.093750 Penalty: 2674.504395
	Iteration 13Q: 3 clusters Score -423530.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -423548.718750 Penalty: 2674.504395
	Iteration 14Q: 3 clusters Score -423548.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -423555.437500 Penalty: 2674.504395
	Iteration 15Q: 3 clusters Score -423555.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -423556.375000 Penalty: 2674.504395
	Iteration 16Q: 3 clusters Score -423556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -423556.843750 Penalty: 2674.504395
	Iteration 17Q: 3 clusters Score -423556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -423558.218750 Penalty: 2674.504395
	Iteration 18Q: 3 clusters Score -423558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -423560.125000 Penalty: 2674.504395
	Iteration 19Q: 3 clusters Score -423560.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -423560.125000 Penalty: 2674.504395
	Iteration 20F: 3 clusters Score -423560.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (90074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Entering Unmasked Estep 
Score: -10400583.000000 Penalty: 1853.862915
	Iteration 0F: 2 clusters Score -1.040058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -10341368.000000 Penalty: 3707.725830
	Iteration 0F: 3 clusters Score -1.034137e+07 nChanged 42927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -10366695.000000 Penalty: 3707.725830
	Iteration 1F: 3 clusters Score -1.03667e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -10368038.000000 Penalty: 3707.725830
	Iteration 2Q: 3 clusters Score -1.036804e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -10370424.000000 Penalty: 3707.725830
	Iteration 3F: 3 clusters Score -1.037042e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -10374245.000000 Penalty: 3707.725830
	Iteration 4F: 3 clusters Score -1.037424e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -10379737.000000 Penalty: 3707.725830
	Iteration 5F: 3 clusters Score -1.037974e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -10386322.000000 Penalty: 3707.725830
	Iteration 6F: 3 clusters Score -1.038632e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 82228 members 
Entering Unmasked Estep 
Score: -10392123.000000 Penalty: 3707.725830
	Iteration 7F: 3 clusters Score -1.039212e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 86488 members 
Entering Unmasked Estep 
Score: -10395910.000000 Penalty: 3707.725830
	Iteration 8Q: 3 clusters Score -1.039591e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -10397710.000000 Penalty: 3707.725830
	Iteration 9Q: 3 clusters Score -1.039771e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -10398507.000000 Penalty: 3707.725830
	Iteration 10Q: 3 clusters Score -1.039851e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 89719 members 
Entering Unmasked Estep 
Score: -10398755.000000 Penalty: 3707.725830
	Iteration 11Q: 3 clusters Score -1.039876e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 89806 members 
Entering Unmasked Estep 
Score: -10398863.000000 Penalty: 3707.725830
	Iteration 12Q: 3 clusters Score -1.039886e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 89829 members 
Entering Unmasked Estep 
Score: -10398891.000000 Penalty: 3707.725830
	Iteration 13Q: 3 clusters Score -1.039889e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 89843 members 
Entering Unmasked Estep 
Score: -10398928.000000 Penalty: 3707.725830
	Iteration 14Q: 3 clusters Score -1.039893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 89852 members 
Entering Unmasked Estep 
Score: -10398946.000000 Penalty: 3707.725830
	Iteration 15Q: 3 clusters Score -1.039895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 89856 members 
Entering Unmasked Estep 
Score: -10398954.000000 Penalty: 3707.725830
	Iteration 16Q: 3 clusters Score -1.039895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 89860 members 
Entering Unmasked Estep 
Score: -10398959.000000 Penalty: 3707.725830
	Iteration 17Q: 3 clusters Score -1.039896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -10398963.000000 Penalty: 3707.725830
	Iteration 18Q: 3 clusters Score -1.039896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 89865 members 
Entering Unmasked Estep 
Score: -10398985.000000 Penalty: 3707.725830
	Iteration 19Q: 3 clusters Score -1.039898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 89867 members 
Entering Unmasked Estep 
Score: -10398989.000000 Penalty: 3707.725830
	Iteration 20F: 3 clusters Score -1.039899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -10398995.000000 Penalty: 3707.725830
	Iteration 21Q: 3 clusters Score -1.0399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 89872 members 
Entering Unmasked Estep 
Score: -10399007.000000 Penalty: 3707.725830
	Iteration 22Q: 3 clusters Score -1.039901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 89871 members 
Entering Unmasked Estep 
Score: -10399005.000000 Penalty: 3707.725830
	Iteration 23Q: 3 clusters Score -1.0399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -10399009.000000 Penalty: 3707.725830
	Iteration 24Q: 3 clusters Score -1.039901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 89869 members 
Entering Unmasked Estep 
Score: -10399004.000000 Penalty: 3707.725830
	Iteration 25Q: 3 clusters Score -1.0399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 89869 members 
Entering Unmasked Estep 
Score: -10399004.000000 Penalty: 3707.725830
	Iteration 26F: 3 clusters Score -1.0399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Entering Unmasked Estep 
Score: -1203059.500000 Penalty: 1505.442261
	Iteration 0F: 2 clusters Score -1203060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1195642.250000 Penalty: 3010.884521
	Iteration 0F: 3 clusters Score -1195642 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1198050.375000 Penalty: 3010.884521
	Iteration 1F: 3 clusters Score -1198050 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1198391.625000 Penalty: 3010.884521
	Iteration 2F: 3 clusters Score -1198392 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1198710.125000 Penalty: 3010.884521
	Iteration 3F: 3 clusters Score -1198710 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1199062.250000 Penalty: 3010.884521
	Iteration 4F: 3 clusters Score -1199062 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1199457.500000 Penalty: 3010.884521
	Iteration 5F: 3 clusters Score -1199458 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1199856.125000 Penalty: 3010.884521
	Iteration 6F: 3 clusters Score -1199856 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1200294.750000 Penalty: 3010.884521
	Iteration 7F: 3 clusters Score -1200295 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1200714.875000 Penalty: 3010.884521
	Iteration 8F: 3 clusters Score -1200715 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1201018.375000 Penalty: 3010.884521
	Iteration 9Q: 3 clusters Score -1201018 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1201260.625000 Penalty: 3010.884521
	Iteration 10Q: 3 clusters Score -1201261 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1201421.500000 Penalty: 3010.884521
	Iteration 11Q: 3 clusters Score -1201422 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1201524.125000 Penalty: 3010.884521
	Iteration 12Q: 3 clusters Score -1201524 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1201579.625000 Penalty: 3010.884521
	Iteration 13Q: 3 clusters Score -1201580 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1201604.500000 Penalty: 3010.884521
	Iteration 14Q: 3 clusters Score -1201604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1201620.625000 Penalty: 3010.884521
	Iteration 15Q: 3 clusters Score -1201621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1201632.250000 Penalty: 3010.884521
	Iteration 16Q: 3 clusters Score -1201632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1201636.875000 Penalty: 3010.884521
	Iteration 17Q: 3 clusters Score -1201637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1201640.375000 Penalty: 3010.884521
	Iteration 18Q: 3 clusters Score -1201640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1201642.500000 Penalty: 3010.884521
	Iteration 19Q: 3 clusters Score -1201642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1201644.750000 Penalty: 3010.884521
	Iteration 20F: 3 clusters Score -1201645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1201644.500000 Penalty: 3010.884521
	Iteration 21Q: 3 clusters Score -1201644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1201645.500000 Penalty: 3010.884521
	Iteration 22Q: 3 clusters Score -1201646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1201647.375000 Penalty: 3010.884521
	Iteration 23Q: 3 clusters Score -1201647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1201647.500000 Penalty: 3010.884521
	Iteration 24Q: 3 clusters Score -1201648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1201649.250000 Penalty: 3010.884521
	Iteration 25Q: 3 clusters Score -1201649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1201647.875000 Penalty: 3010.884521
	Iteration 26Q: 3 clusters Score -1201648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1201647.875000 Penalty: 3010.884521
	Iteration 27Q: 3 clusters Score -1201648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1201648.125000 Penalty: 3010.884521
	Iteration 28Q: 3 clusters Score -1201648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1201646.750000 Penalty: 3010.884521
	Iteration 29Q: 3 clusters Score -1201647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1201646.750000 Penalty: 3010.884521
	Iteration 30F: 3 clusters Score -1201647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -332187.468750 Penalty: 1305.205688
	Iteration 0F: 2 clusters Score -332187.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -329469.750000 Penalty: 2610.411377
	Iteration 0F: 3 clusters Score -329469.8 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -330116.406250 Penalty: 2610.411377
	Iteration 1F: 3 clusters Score -330116.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -330222.500000 Penalty: 2610.411377
	Iteration 2F: 3 clusters Score -330222.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -330288.468750 Penalty: 2610.411377
	Iteration 3Q: 3 clusters Score -330288.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -330341.125000 Penalty: 2610.411377
	Iteration 4Q: 3 clusters Score -330341.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -330391.125000 Penalty: 2610.411377
	Iteration 5Q: 3 clusters Score -330391.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -330446.437500 Penalty: 2610.411377
	Iteration 6Q: 3 clusters Score -330446.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -330510.375000 Penalty: 2610.411377
	Iteration 7Q: 3 clusters Score -330510.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -330588.687500 Penalty: 2610.411377
	Iteration 8Q: 3 clusters Score -330588.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -330693.093750 Penalty: 2610.411377
	Iteration 9Q: 3 clusters Score -330693.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -330845.406250 Penalty: 2610.411377
	Iteration 10Q: 3 clusters Score -330845.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -331023.625000 Penalty: 2610.411377
	Iteration 11Q: 3 clusters Score -331023.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -331165.343750 Penalty: 2610.411377
	Iteration 12Q: 3 clusters Score -331165.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -331282.125000 Penalty: 2610.411377
	Iteration 13Q: 3 clusters Score -331282.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -331389.156250 Penalty: 2610.411377
	Iteration 14Q: 3 clusters Score -331389.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -331470.062500 Penalty: 2610.411377
	Iteration 15Q: 3 clusters Score -331470.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -331514.500000 Penalty: 2610.411377
	Iteration 16Q: 3 clusters Score -331514.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -331544.062500 Penalty: 2610.411377
	Iteration 17Q: 3 clusters Score -331544.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -331577.343750 Penalty: 2610.411377
	Iteration 18Q: 3 clusters Score -331577.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -331609.781250 Penalty: 2610.411377
	Iteration 19Q: 3 clusters Score -331609.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -331645.750000 Penalty: 2610.411377
	Iteration 20F: 3 clusters Score -331645.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -331677.406250 Penalty: 2610.411377
	Iteration 21Q: 3 clusters Score -331677.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -331703.906250 Penalty: 2610.411377
	Iteration 22Q: 3 clusters Score -331703.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -331729.906250 Penalty: 2610.411377
	Iteration 23Q: 3 clusters Score -331729.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -331750.406250 Penalty: 2610.411377
	Iteration 24Q: 3 clusters Score -331750.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -331763.500000 Penalty: 2610.411377
	Iteration 25Q: 3 clusters Score -331763.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -331779.562500 Penalty: 2610.411377
	Iteration 26Q: 3 clusters Score -331779.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -331794.343750 Penalty: 2610.411377
	Iteration 27Q: 3 clusters Score -331794.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -331805.812500 Penalty: 2610.411377
	Iteration 28Q: 3 clusters Score -331805.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -331816.656250 Penalty: 2610.411377
	Iteration 29Q: 3 clusters Score -331816.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -331831.156250 Penalty: 2610.411377
	Iteration 30Q: 3 clusters Score -331831.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -331848.625000 Penalty: 2610.411377
	Iteration 31Q: 3 clusters Score -331848.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -331877.312500 Penalty: 2610.411377
	Iteration 32Q: 3 clusters Score -331877.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -331910.906250 Penalty: 2610.411377
	Iteration 33Q: 3 clusters Score -331910.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -331936.656250 Penalty: 2610.411377
	Iteration 34Q: 3 clusters Score -331936.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -331957.875000 Penalty: 2610.411377
	Iteration 35Q: 3 clusters Score -331957.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -331971.750000 Penalty: 2610.411377
	Iteration 36Q: 3 clusters Score -331971.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -331977.656250 Penalty: 2610.411377
	Iteration 37Q: 3 clusters Score -331977.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -331984.531250 Penalty: 2610.411377
	Iteration 38Q: 3 clusters Score -331984.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -331991.531250 Penalty: 2610.411377
	Iteration 39Q: 3 clusters Score -331991.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -331996.781250 Penalty: 2610.411377
	Iteration 40F: 3 clusters Score -331996.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -332004.093750 Penalty: 2610.411377
	Iteration 41Q: 3 clusters Score -332004.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -332009.437500 Penalty: 2610.411377
	Iteration 42Q: 3 clusters Score -332009.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -332014.500000 Penalty: 2610.411377
	Iteration 43Q: 3 clusters Score -332014.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -332017.687500 Penalty: 2610.411377
	Iteration 44Q: 3 clusters Score -332017.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -332020.156250 Penalty: 2610.411377
	Iteration 45Q: 3 clusters Score -332020.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -332021.125000 Penalty: 2610.411377
	Iteration 46Q: 3 clusters Score -332021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -332022.031250 Penalty: 2610.411377
	Iteration 47Q: 3 clusters Score -332022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -332022.843750 Penalty: 2610.411377
	Iteration 48Q: 3 clusters Score -332022.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -332024.906250 Penalty: 2610.411377
	Iteration 49Q: 3 clusters Score -332024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -332027.593750 Penalty: 2610.411377
	Iteration 50Q: 3 clusters Score -332027.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -332029.687500 Penalty: 2610.411377
	Iteration 51Q: 3 clusters Score -332029.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -332031.125000 Penalty: 2610.411377
	Iteration 52Q: 3 clusters Score -332031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -332032.781250 Penalty: 2610.411377
	Iteration 53Q: 3 clusters Score -332032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -332037.531250 Penalty: 2610.411377
	Iteration 54Q: 3 clusters Score -332037.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -332042.000000 Penalty: 2610.411377
	Iteration 55Q: 3 clusters Score -332042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -332048.500000 Penalty: 2610.411377
	Iteration 56Q: 3 clusters Score -332048.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -332051.687500 Penalty: 2610.411377
	Iteration 57Q: 3 clusters Score -332051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -332052.781250 Penalty: 2610.411377
	Iteration 58Q: 3 clusters Score -332052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -332052.812500 Penalty: 2610.411377
	Iteration 59Q: 3 clusters Score -332052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -332055.156250 Penalty: 2610.411377
	Iteration 60F: 3 clusters Score -332055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -332055.312500 Penalty: 2610.411377
	Iteration 61Q: 3 clusters Score -332055.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -332055.312500 Penalty: 2610.411377
	Iteration 62Q: 3 clusters Score -332055.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -332055.656250 Penalty: 2610.411377
	Iteration 63Q: 3 clusters Score -332055.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -332055.656250 Penalty: 2610.411377
	Iteration 64F: 3 clusters Score -332055.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -359768.750000 Penalty: 1319.547363
	Iteration 0F: 2 clusters Score -359768.8 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 1716 members 
Entering Unmasked Estep 
Score: -356815.781250 Penalty: 2639.094727
	Iteration 0F: 3 clusters Score -356815.8 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -357599.750000 Penalty: 2639.094727
	Iteration 1F: 3 clusters Score -357599.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -357987.500000 Penalty: 2639.094727
	Iteration 2F: 3 clusters Score -357987.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -358534.031250 Penalty: 2639.094727
	Iteration 3F: 3 clusters Score -358534 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -359053.531250 Penalty: 2639.094727
	Iteration 4F: 3 clusters Score -359053.5 nChanged 265
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: -359345.656250 Penalty: 2639.094727
	Iteration 5F: 3 clusters Score -359345.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -359493.187500 Penalty: 2639.094727
	Iteration 6Q: 3 clusters Score -359493.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -359561.156250 Penalty: 2639.094727
	Iteration 7Q: 3 clusters Score -359561.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -359586.000000 Penalty: 2639.094727
	Iteration 8Q: 3 clusters Score -359586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -359595.593750 Penalty: 2639.094727
	Iteration 9Q: 3 clusters Score -359595.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -359600.468750 Penalty: 2639.094727
	Iteration 10Q: 3 clusters Score -359600.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -359602.500000 Penalty: 2639.094727
	Iteration 11Q: 3 clusters Score -359602.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -359602.187500 Penalty: 2639.094727
	Iteration 12Q: 3 clusters Score -359602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -359602.750000 Penalty: 2639.094727
	Iteration 13Q: 3 clusters Score -359602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -359603.937500 Penalty: 2639.094727
	Iteration 14Q: 3 clusters Score -359603.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -359603.937500 Penalty: 2639.094727
	Iteration 15F: 3 clusters Score -359603.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Entering Unmasked Estep 
Score: -463555.125000 Penalty: 1347.498535
	Iteration 0F: 2 clusters Score -463555.1 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 2044 members 
Entering Unmasked Estep 
Score: -460191.156250 Penalty: 2694.997070
	Iteration 0F: 3 clusters Score -460191.2 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -461146.781250 Penalty: 2694.997070
	Iteration 1F: 3 clusters Score -461146.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -461336.468750 Penalty: 2694.997070
	Iteration 2F: 3 clusters Score -461336.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -461454.343750 Penalty: 2694.997070
	Iteration 3F: 3 clusters Score -461454.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -461554.312500 Penalty: 2694.997070
	Iteration 4Q: 3 clusters Score -461554.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -461640.062500 Penalty: 2694.997070
	Iteration 5Q: 3 clusters Score -461640.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -461723.187500 Penalty: 2694.997070
	Iteration 6Q: 3 clusters Score -461723.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -461804.593750 Penalty: 2694.997070
	Iteration 7Q: 3 clusters Score -461804.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -461884.906250 Penalty: 2694.997070
	Iteration 8Q: 3 clusters Score -461884.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -461960.531250 Penalty: 2694.997070
	Iteration 9Q: 3 clusters Score -461960.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -462042.937500 Penalty: 2694.997070
	Iteration 10Q: 3 clusters Score -462042.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -462120.562500 Penalty: 2694.997070
	Iteration 11Q: 3 clusters Score -462120.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -462190.281250 Penalty: 2694.997070
	Iteration 12Q: 3 clusters Score -462190.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -462248.500000 Penalty: 2694.997070
	Iteration 13Q: 3 clusters Score -462248.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -462300.625000 Penalty: 2694.997070
	Iteration 14Q: 3 clusters Score -462300.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -462339.093750 Penalty: 2694.997070
	Iteration 15Q: 3 clusters Score -462339.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -462372.062500 Penalty: 2694.997070
	Iteration 16Q: 3 clusters Score -462372.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -462397.406250 Penalty: 2694.997070
	Iteration 17Q: 3 clusters Score -462397.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -462413.000000 Penalty: 2694.997070
	Iteration 18Q: 3 clusters Score -462413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -462421.593750 Penalty: 2694.997070
	Iteration 19Q: 3 clusters Score -462421.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -462428.968750 Penalty: 2694.997070
	Iteration 20F: 3 clusters Score -462429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -462431.500000 Penalty: 2694.997070
	Iteration 21Q: 3 clusters Score -462431.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -462433.343750 Penalty: 2694.997070
	Iteration 22Q: 3 clusters Score -462433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -462434.062500 Penalty: 2694.997070
	Iteration 23Q: 3 clusters Score -462434.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -462437.781250 Penalty: 2694.997070
	Iteration 24Q: 3 clusters Score -462437.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -462439.531250 Penalty: 2694.997070
	Iteration 25Q: 3 clusters Score -462439.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -462442.125000 Penalty: 2694.997070
	Iteration 26Q: 3 clusters Score -462442.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -462444.468750 Penalty: 2694.997070
	Iteration 27Q: 3 clusters Score -462444.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -462445.375000 Penalty: 2694.997070
	Iteration 28Q: 3 clusters Score -462445.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -462446.687500 Penalty: 2694.997070
	Iteration 29Q: 3 clusters Score -462446.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -462448.312500 Penalty: 2694.997070
	Iteration 30Q: 3 clusters Score -462448.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -462447.625000 Penalty: 2694.997070
	Iteration 31Q: 3 clusters Score -462447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -462447.625000 Penalty: 2694.997070
	Iteration 32F: 3 clusters Score -462447.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (149921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149921 members 
Entering Unmasked Estep 
Score: -16951068.000000 Penalty: 1936.652832
	Iteration 0F: 2 clusters Score -1.695107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75129 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -16852286.000000 Penalty: 3873.305664
	Iteration 0F: 3 clusters Score -1.685229e+07 nChanged 72200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 71728 members 
Entering Unmasked Estep 
Score: -16895580.000000 Penalty: 3873.305664
	Iteration 1F: 3 clusters Score -1.689558e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79866 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -16897372.000000 Penalty: 3873.305664
	Iteration 2Q: 3 clusters Score -1.689737e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -16899622.000000 Penalty: 3873.305664
	Iteration 3Q: 3 clusters Score -1.689962e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -16902568.000000 Penalty: 3873.305664
	Iteration 4Q: 3 clusters Score -1.690257e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -16906352.000000 Penalty: 3873.305664
	Iteration 5Q: 3 clusters Score -1.690635e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93922 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -16911464.000000 Penalty: 3873.305664
	Iteration 6F: 3 clusters Score -1.691146e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98960 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -16917740.000000 Penalty: 3873.305664
	Iteration 7F: 3 clusters Score -1.691774e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103641 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -16923804.000000 Penalty: 3873.305664
	Iteration 8F: 3 clusters Score -1.69238e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107444 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -16928728.000000 Penalty: 3873.305664
	Iteration 9F: 3 clusters Score -1.692873e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110388 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -16931872.000000 Penalty: 3873.305664
	Iteration 10Q: 3 clusters Score -1.693187e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112788 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -16933612.000000 Penalty: 3873.305664
	Iteration 11Q: 3 clusters Score -1.693361e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115011 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -16934666.000000 Penalty: 3873.305664
	Iteration 12Q: 3 clusters Score -1.693467e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117142 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -16935572.000000 Penalty: 3873.305664
	Iteration 13Q: 3 clusters Score -1.693557e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119315 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -16936346.000000 Penalty: 3873.305664
	Iteration 14Q: 3 clusters Score -1.693635e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121484 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -16937306.000000 Penalty: 3873.305664
	Iteration 15Q: 3 clusters Score -1.693731e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123627 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -16938366.000000 Penalty: 3873.305664
	Iteration 16Q: 3 clusters Score -1.693837e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125687 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -16939276.000000 Penalty: 3873.305664
	Iteration 17Q: 3 clusters Score -1.693928e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127716 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -16940086.000000 Penalty: 3873.305664
	Iteration 18Q: 3 clusters Score -1.694009e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129742 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -16940894.000000 Penalty: 3873.305664
	Iteration 19Q: 3 clusters Score -1.694089e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131766 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -16941852.000000 Penalty: 3873.305664
	Iteration 20F: 3 clusters Score -1.694185e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133723 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -16942822.000000 Penalty: 3873.305664
	Iteration 21Q: 3 clusters Score -1.694282e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135575 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -16943644.000000 Penalty: 3873.305664
	Iteration 22Q: 3 clusters Score -1.694364e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137398 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -16944370.000000 Penalty: 3873.305664
	Iteration 23Q: 3 clusters Score -1.694437e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139146 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -16945194.000000 Penalty: 3873.305664
	Iteration 24Q: 3 clusters Score -1.694519e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140901 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -16945974.000000 Penalty: 3873.305664
	Iteration 25Q: 3 clusters Score -1.694597e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142453 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -16946614.000000 Penalty: 3873.305664
	Iteration 26Q: 3 clusters Score -1.694661e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143899 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -16947226.000000 Penalty: 3873.305664
	Iteration 27Q: 3 clusters Score -1.694723e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145145 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -16947754.000000 Penalty: 3873.305664
	Iteration 28Q: 3 clusters Score -1.694775e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146135 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -16948132.000000 Penalty: 3873.305664
	Iteration 29Q: 3 clusters Score -1.694813e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146924 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -16948488.000000 Penalty: 3873.305664
	Iteration 30Q: 3 clusters Score -1.694849e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147547 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -16948740.000000 Penalty: 3873.305664
	Iteration 31Q: 3 clusters Score -1.694874e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147979 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -16948922.000000 Penalty: 3873.305664
	Iteration 32Q: 3 clusters Score -1.694892e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148287 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -16949024.000000 Penalty: 3873.305664
	Iteration 33Q: 3 clusters Score -1.694902e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148514 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -16949138.000000 Penalty: 3873.305664
	Iteration 34Q: 3 clusters Score -1.694914e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148686 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -16949224.000000 Penalty: 3873.305664
	Iteration 35Q: 3 clusters Score -1.694922e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148830 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -16949312.000000 Penalty: 3873.305664
	Iteration 36Q: 3 clusters Score -1.694931e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148927 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -16949368.000000 Penalty: 3873.305664
	Iteration 37Q: 3 clusters Score -1.694937e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149006 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -16949414.000000 Penalty: 3873.305664
	Iteration 38Q: 3 clusters Score -1.694941e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149067 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -16949452.000000 Penalty: 3873.305664
	Iteration 39Q: 3 clusters Score -1.694945e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149112 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -16949492.000000 Penalty: 3873.305664
	Iteration 40F: 3 clusters Score -1.694949e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149141 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -16949512.000000 Penalty: 3873.305664
	Iteration 41Q: 3 clusters Score -1.694951e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149166 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -16949526.000000 Penalty: 3873.305664
	Iteration 42Q: 3 clusters Score -1.694953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149178 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -16949526.000000 Penalty: 3873.305664
	Iteration 43Q: 3 clusters Score -1.694953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149189 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -16949522.000000 Penalty: 3873.305664
	Iteration 44Q: 3 clusters Score -1.694952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149202 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -16949528.000000 Penalty: 3873.305664
	Iteration 45Q: 3 clusters Score -1.694953e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149214 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -16949530.000000 Penalty: 3873.305664
	Iteration 46Q: 3 clusters Score -1.694953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149227 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -16949540.000000 Penalty: 3873.305664
	Iteration 47Q: 3 clusters Score -1.694954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149243 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -16949552.000000 Penalty: 3873.305664
	Iteration 48Q: 3 clusters Score -1.694955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149256 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -16949538.000000 Penalty: 3873.305664
	Iteration 49Q: 3 clusters Score -1.694954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149267 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -16949538.000000 Penalty: 3873.305664
	Iteration 50Q: 3 clusters Score -1.694954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149278 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1.694954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149284 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1.694954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149289 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1.694953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149292 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1.694954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149297 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1.694954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149300 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1.694954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149302 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.694954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149303 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1.694953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149303 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
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	Iteration 59F: 3 clusters Score -1.694953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 3422 members 
Mstep: Class 3 contains 71210 members 
Mstep: Class 4 contains 10182 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 89891 members 
Mstep: Class 7 contains 9882 members 
Mstep: Class 8 contains 8072 members 
Mstep: Class 9 contains 99687 members 
Mstep: Class 10 contains 143591 members 
Mstep: Class 11 contains 80386 members 
Mstep: Class 12 contains 10031 members 
Mstep: Class 13 contains 46233 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38529 members 
Mstep: Class 16 contains 18641 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 90074 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 3362 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 149921 members 
Entering Unmasked Estep 
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Iteration 279Q: 24 clusters Score -1.021057e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 3423 members 
Mstep: Class 3 contains 71430 members 
Mstep: Class 4 contains 10189 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 89771 members 
Mstep: Class 7 contains 9884 members 
Mstep: Class 8 contains 8073 members 
Mstep: Class 9 contains 99721 members 
Mstep: Class 10 contains 143611 members 
Mstep: Class 11 contains 80228 members 
Mstep: Class 12 contains 10053 members 
Mstep: Class 13 contains 46230 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38527 members 
Mstep: Class 16 contains 18639 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 90098 members 
Mstep: Class 19 contains 10556 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3362 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 149869 members 
Entering Unmasked Estep 
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Iteration 280F: 24 clusters Score -1.021059e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 3425 members 
Mstep: Class 3 contains 71643 members 
Mstep: Class 4 contains 10194 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 89663 members 
Mstep: Class 7 contains 9893 members 
Mstep: Class 8 contains 8068 members 
Mstep: Class 9 contains 99768 members 
Mstep: Class 10 contains 143654 members 
Mstep: Class 11 contains 80048 members 
Mstep: Class 12 contains 10068 members 
Mstep: Class 13 contains 46228 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38518 members 
Mstep: Class 16 contains 18639 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 90128 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3362 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 149817 members 
Entering Unmasked Estep 
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Iteration 281Q: 24 clusters Score -1.021057e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 71891 members 
Mstep: Class 4 contains 10201 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 89558 members 
Mstep: Class 7 contains 9896 members 
Mstep: Class 8 contains 8068 members 
Mstep: Class 9 contains 99779 members 
Mstep: Class 10 contains 143684 members 
Mstep: Class 11 contains 79866 members 
Mstep: Class 12 contains 10093 members 
Mstep: Class 13 contains 46225 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38510 members 
Mstep: Class 16 contains 18647 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 90160 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 149753 members 
Entering Unmasked Estep 
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Iteration 282Q: 24 clusters Score -1.021058e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 3427 members 
Mstep: Class 3 contains 72142 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 89438 members 
Mstep: Class 7 contains 9893 members 
Mstep: Class 8 contains 8067 members 
Mstep: Class 9 contains 99787 members 
Mstep: Class 10 contains 143715 members 
Mstep: Class 11 contains 79704 members 
Mstep: Class 12 contains 10122 members 
Mstep: Class 13 contains 46224 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38504 members 
Mstep: Class 16 contains 18656 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 90201 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 149676 members 
Entering Unmasked Estep 
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Iteration 283Q: 24 clusters Score -1.021056e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 72398 members 
Mstep: Class 4 contains 10210 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 89292 members 
Mstep: Class 7 contains 9895 members 
Mstep: Class 8 contains 8062 members 
Mstep: Class 9 contains 99791 members 
Mstep: Class 10 contains 143751 members 
Mstep: Class 11 contains 79556 members 
Mstep: Class 12 contains 10150 members 
Mstep: Class 13 contains 46225 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38495 members 
Mstep: Class 16 contains 18663 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 90239 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 149607 members 
Entering Unmasked Estep 
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Iteration 284Q: 24 clusters Score -1.021056e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 72678 members 
Mstep: Class 4 contains 10216 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 89180 members 
Mstep: Class 7 contains 9905 members 
Mstep: Class 8 contains 8063 members 
Mstep: Class 9 contains 99728 members 
Mstep: Class 10 contains 143789 members 
Mstep: Class 11 contains 79419 members 
Mstep: Class 12 contains 10173 members 
Mstep: Class 13 contains 46226 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38489 members 
Mstep: Class 16 contains 18670 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 90278 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 149533 members 
Entering Unmasked Estep 
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Iteration 285Q: 24 clusters Score -1.021056e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 72976 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 89082 members 
Mstep: Class 7 contains 9917 members 
Mstep: Class 8 contains 8057 members 
Mstep: Class 9 contains 99600 members 
Mstep: Class 10 contains 143846 members 
Mstep: Class 11 contains 79296 members 
Mstep: Class 12 contains 10183 members 
Mstep: Class 13 contains 46219 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38481 members 
Mstep: Class 16 contains 18684 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 90323 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 149458 members 
Entering Unmasked Estep 
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Iteration 286Q: 24 clusters Score -1.021056e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 3431 members 
Mstep: Class 3 contains 73219 members 
Mstep: Class 4 contains 10216 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 88989 members 
Mstep: Class 7 contains 9920 members 
Mstep: Class 8 contains 8056 members 
Mstep: Class 9 contains 99537 members 
Mstep: Class 10 contains 143897 members 
Mstep: Class 11 contains 79172 members 
Mstep: Class 12 contains 10198 members 
Mstep: Class 13 contains 46215 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38475 members 
Mstep: Class 16 contains 18695 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 90358 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 149389 members 
Entering Unmasked Estep 
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Iteration 287Q: 24 clusters Score -1.021056e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 73458 members 
Mstep: Class 4 contains 10223 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 88897 members 
Mstep: Class 7 contains 9924 members 
Mstep: Class 8 contains 8055 members 
Mstep: Class 9 contains 99461 members 
Mstep: Class 10 contains 143931 members 
Mstep: Class 11 contains 79059 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 46222 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38467 members 
Mstep: Class 16 contains 18711 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 90402 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 149306 members 
Entering Unmasked Estep 
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Iteration 288Q: 24 clusters Score -1.021057e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 73688 members 
Mstep: Class 4 contains 10228 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 88790 members 
Mstep: Class 7 contains 9924 members 
Mstep: Class 8 contains 8053 members 
Mstep: Class 9 contains 99396 members 
Mstep: Class 10 contains 143945 members 
Mstep: Class 11 contains 78956 members 
Mstep: Class 12 contains 10222 members 
Mstep: Class 13 contains 46229 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38463 members 
Mstep: Class 16 contains 18723 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 90455 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 149247 members 
Entering Unmasked Estep 
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Iteration 289Q: 24 clusters Score -1.021056e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 73896 members 
Mstep: Class 4 contains 10234 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 88700 members 
Mstep: Class 7 contains 9928 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 99347 members 
Mstep: Class 10 contains 143948 members 
Mstep: Class 11 contains 78847 members 
Mstep: Class 12 contains 10239 members 
Mstep: Class 13 contains 46230 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38458 members 
Mstep: Class 16 contains 18732 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 90507 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 149202 members 
Entering Unmasked Estep 
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Iteration 290Q: 24 clusters Score -1.021056e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 3433 members 
Mstep: Class 3 contains 74121 members 
Mstep: Class 4 contains 10240 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 88590 members 
Mstep: Class 7 contains 9931 members 
Mstep: Class 8 contains 8044 members 
Mstep: Class 9 contains 99290 members 
Mstep: Class 10 contains 143937 members 
Mstep: Class 11 contains 78742 members 
Mstep: Class 12 contains 10270 members 
Mstep: Class 13 contains 46242 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38452 members 
Mstep: Class 16 contains 18742 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 90561 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 149145 members 
Entering Unmasked Estep 
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Iteration 291Q: 24 clusters Score -1.021058e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 3435 members 
Mstep: Class 3 contains 74353 members 
Mstep: Class 4 contains 10245 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88485 members 
Mstep: Class 7 contains 9934 members 
Mstep: Class 8 contains 8047 members 
Mstep: Class 9 contains 99230 members 
Mstep: Class 10 contains 143938 members 
Mstep: Class 11 contains 78626 members 
Mstep: Class 12 contains 10299 members 
Mstep: Class 13 contains 46254 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38448 members 
Mstep: Class 16 contains 18749 members 
Mstep: Class 17 contains 3747 members 
Mstep: Class 18 contains 90613 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 3088 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 149072 members 
Entering Unmasked Estep 
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Iteration 292Q: 24 clusters Score -1.021055e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 3437 members 
Mstep: Class 3 contains 74600 members 
Mstep: Class 4 contains 10256 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 88352 members 
Mstep: Class 7 contains 9934 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 99190 members 
Mstep: Class 10 contains 143959 members 
Mstep: Class 11 contains 78506 members 
Mstep: Class 12 contains 10328 members 
Mstep: Class 13 contains 46251 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38442 members 
Mstep: Class 16 contains 18756 members 
Mstep: Class 17 contains 3746 members 
Mstep: Class 18 contains 90668 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 3996 members 
Mstep: Class 23 contains 148991 members 
Entering Unmasked Estep 
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Iteration 293Q: 24 clusters Score -1.021056e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 3436 members 
Mstep: Class 3 contains 74852 members 
Mstep: Class 4 contains 10267 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 88227 members 
Mstep: Class 7 contains 9934 members 
Mstep: Class 8 contains 8050 members 
Mstep: Class 9 contains 99150 members 
Mstep: Class 10 contains 143978 members 
Mstep: Class 11 contains 78400 members 
Mstep: Class 12 contains 10346 members 
Mstep: Class 13 contains 46255 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38442 members 
Mstep: Class 16 contains 18778 members 
Mstep: Class 17 contains 3745 members 
Mstep: Class 18 contains 90720 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 3088 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 3996 members 
Mstep: Class 23 contains 148891 members 
Entering Unmasked Estep 
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Iteration 294Q: 24 clusters Score -1.021056e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 3438 members 
Mstep: Class 3 contains 75079 members 
Mstep: Class 4 contains 10287 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 6 contains 88167 members 
Mstep: Class 7 contains 9942 members 
Mstep: Class 8 contains 8045 members 
Mstep: Class 9 contains 99094 members 
Mstep: Class 10 contains 143994 members 
Mstep: Class 11 contains 78253 members 
Mstep: Class 12 contains 10367 members 
Mstep: Class 13 contains 46258 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38442 members 
Mstep: Class 16 contains 18795 members 
Mstep: Class 17 contains 3747 members 
Mstep: Class 18 contains 90785 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 3088 members 
Mstep: Class 21 contains 3359 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 148782 members 
Entering Unmasked Estep 
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Iteration 295Q: 24 clusters Score -1.021057e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 3441 members 
Mstep: Class 3 contains 75288 members 
Mstep: Class 4 contains 10306 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 6 contains 88106 members 
Mstep: Class 7 contains 9953 members 
Mstep: Class 8 contains 8040 members 
Mstep: Class 9 contains 99050 members 
Mstep: Class 10 contains 144035 members 
Mstep: Class 11 contains 78108 members 
Mstep: Class 12 contains 10386 members 
Mstep: Class 13 contains 46262 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38433 members 
Mstep: Class 16 contains 18809 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 90846 members 
Mstep: Class 19 contains 10556 members 
Mstep: Class 20 contains 3088 members 
Mstep: Class 21 contains 3357 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 148660 members 
Entering Unmasked Estep 
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Iteration 296Q: 24 clusters Score -1.021057e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 3445 members 
Mstep: Class 3 contains 75511 members 
Mstep: Class 4 contains 10328 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 6 contains 88072 members 
Mstep: Class 7 contains 9956 members 
Mstep: Class 8 contains 8031 members 
Mstep: Class 9 contains 98961 members 
Mstep: Class 10 contains 144071 members 
Mstep: Class 11 contains 77978 members 
Mstep: Class 12 contains 10407 members 
Mstep: Class 13 contains 46266 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38431 members 
Mstep: Class 16 contains 18816 members 
Mstep: Class 17 contains 3747 members 
Mstep: Class 18 contains 90898 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 3088 members 
Mstep: Class 21 contains 3357 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 148550 members 
Entering Unmasked Estep 
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Iteration 297Q: 24 clusters Score -1.021057e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 3450 members 
Mstep: Class 3 contains 75716 members 
Mstep: Class 4 contains 10343 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88076 members 
Mstep: Class 7 contains 9963 members 
Mstep: Class 8 contains 8023 members 
Mstep: Class 9 contains 98868 members 
Mstep: Class 10 contains 144117 members 
Mstep: Class 11 contains 77813 members 
Mstep: Class 12 contains 10424 members 
Mstep: Class 13 contains 46273 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38423 members 
Mstep: Class 16 contains 18820 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 90967 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 3089 members 
Mstep: Class 21 contains 3357 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 148451 members 
Entering Unmasked Estep 
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Iteration 298Q: 24 clusters Score -1.021055e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 3449 members 
Mstep: Class 3 contains 75911 members 
Mstep: Class 4 contains 10349 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88084 members 
Mstep: Class 7 contains 9978 members 
Mstep: Class 8 contains 8016 members 
Mstep: Class 9 contains 98783 members 
Mstep: Class 10 contains 144162 members 
Mstep: Class 11 contains 77644 members 
Mstep: Class 12 contains 10437 members 
Mstep: Class 13 contains 46275 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38414 members 
Mstep: Class 16 contains 18821 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 91027 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 3088 members 
Mstep: Class 21 contains 3357 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 148371 members 
Entering Unmasked Estep 
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Iteration 299Q: 24 clusters Score -1.021057e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 3450 members 
Mstep: Class 3 contains 76118 members 
Mstep: Class 4 contains 10359 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88098 members 
Mstep: Class 7 contains 9984 members 
Mstep: Class 8 contains 8010 members 
Mstep: Class 9 contains 98700 members 
Mstep: Class 10 contains 144194 members 
Mstep: Class 11 contains 77460 members 
Mstep: Class 12 contains 10444 members 
Mstep: Class 13 contains 46284 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38402 members 
Mstep: Class 16 contains 18819 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 91081 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 3357 members 
Mstep: Class 22 contains 3996 members 
Mstep: Class 23 contains 148315 members 
Entering Unmasked Estep 
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Iteration 300F: 24 clusters Score -1.021054e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 76332 members 
Mstep: Class 4 contains 10372 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88100 members 
Mstep: Class 7 contains 9985 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 98620 members 
Mstep: Class 10 contains 144255 members 
Mstep: Class 11 contains 77284 members 
Mstep: Class 12 contains 10456 members 
Mstep: Class 13 contains 46294 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38397 members 
Mstep: Class 16 contains 18811 members 
Mstep: Class 17 contains 3739 members 
Mstep: Class 18 contains 91139 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 3357 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 148205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105400.000000 Penalty: 51286.125000
Iteration 301Q: 24 clusters Score -1.021054e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 3460 members 
Mstep: Class 3 contains 76536 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 6 contains 88088 members 
Mstep: Class 7 contains 9995 members 
Mstep: Class 8 contains 8010 members 
Mstep: Class 9 contains 98554 members 
Mstep: Class 10 contains 144305 members 
Mstep: Class 11 contains 77125 members 
Mstep: Class 12 contains 10470 members 
Mstep: Class 13 contains 46297 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38385 members 
Mstep: Class 16 contains 18810 members 
Mstep: Class 17 contains 3733 members 
Mstep: Class 18 contains 91188 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 3357 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 148100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105424.000000 Penalty: 51286.125000
Iteration 302Q: 24 clusters Score -1.021054e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 76737 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 6 contains 87991 members 
Mstep: Class 7 contains 10002 members 
Mstep: Class 8 contains 8006 members 
Mstep: Class 9 contains 98550 members 
Mstep: Class 10 contains 144364 members 
Mstep: Class 11 contains 76987 members 
Mstep: Class 12 contains 10490 members 
Mstep: Class 13 contains 46304 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38372 members 
Mstep: Class 16 contains 18809 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 91247 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3356 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 147989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105400.000000 Penalty: 51286.125000
Iteration 303Q: 24 clusters Score -1.021054e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 3461 members 
Mstep: Class 3 contains 76966 members 
Mstep: Class 4 contains 10445 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 87892 members 
Mstep: Class 7 contains 10007 members 
Mstep: Class 8 contains 8001 members 
Mstep: Class 9 contains 98519 members 
Mstep: Class 10 contains 144434 members 
Mstep: Class 11 contains 76848 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 46295 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38361 members 
Mstep: Class 16 contains 18804 members 
Mstep: Class 17 contains 3727 members 
Mstep: Class 18 contains 91309 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 147878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105464.000000 Penalty: 51286.125000
Iteration 304Q: 24 clusters Score -1.021055e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 3469 members 
Mstep: Class 3 contains 77194 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 87810 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 8001 members 
Mstep: Class 9 contains 98487 members 
Mstep: Class 10 contains 144451 members 
Mstep: Class 11 contains 76701 members 
Mstep: Class 12 contains 10528 members 
Mstep: Class 13 contains 46296 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38354 members 
Mstep: Class 16 contains 18796 members 
Mstep: Class 17 contains 3724 members 
Mstep: Class 18 contains 91381 members 
Mstep: Class 19 contains 10557 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 147794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105384.000000 Penalty: 51286.125000
Iteration 305Q: 24 clusters Score -1.021054e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 3 contains 77452 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 87743 members 
Mstep: Class 7 contains 10020 members 
Mstep: Class 8 contains 8003 members 
Mstep: Class 9 contains 98406 members 
Mstep: Class 10 contains 144498 members 
Mstep: Class 11 contains 76550 members 
Mstep: Class 12 contains 10544 members 
Mstep: Class 13 contains 46297 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38340 members 
Mstep: Class 16 contains 18795 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 91454 members 
Mstep: Class 19 contains 10559 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 147698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105400.000000 Penalty: 51286.125000
Iteration 306Q: 24 clusters Score -1.021054e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 77665 members 
Mstep: Class 4 contains 10474 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 87656 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 8000 members 
Mstep: Class 9 contains 98375 members 
Mstep: Class 10 contains 144561 members 
Mstep: Class 11 contains 76419 members 
Mstep: Class 12 contains 10559 members 
Mstep: Class 13 contains 46298 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38333 members 
Mstep: Class 16 contains 18804 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 91519 members 
Mstep: Class 19 contains 10560 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 147581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105448.000000 Penalty: 51286.125000
Iteration 307Q: 24 clusters Score -1.021054e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 77889 members 
Mstep: Class 4 contains 10478 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 87575 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 8003 members 
Mstep: Class 9 contains 98304 members 
Mstep: Class 10 contains 144638 members 
Mstep: Class 11 contains 76319 members 
Mstep: Class 12 contains 10569 members 
Mstep: Class 13 contains 46298 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38331 members 
Mstep: Class 16 contains 18818 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 91577 members 
Mstep: Class 19 contains 10561 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3996 members 
Mstep: Class 23 contains 147449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105632.000000 Penalty: 51286.125000
Iteration 308Q: 24 clusters Score -1.021056e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 78102 members 
Mstep: Class 4 contains 10484 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 87528 members 
Mstep: Class 7 contains 10044 members 
Mstep: Class 8 contains 7998 members 
Mstep: Class 9 contains 98235 members 
Mstep: Class 10 contains 144736 members 
Mstep: Class 11 contains 76188 members 
Mstep: Class 12 contains 10582 members 
Mstep: Class 13 contains 46295 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38324 members 
Mstep: Class 16 contains 18824 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 91640 members 
Mstep: Class 19 contains 10564 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3997 members 
Mstep: Class 23 contains 147313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105616.000000 Penalty: 51286.125000
Iteration 309Q: 24 clusters Score -1.021056e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 78323 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 87497 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 7991 members 
Mstep: Class 9 contains 98142 members 
Mstep: Class 10 contains 144843 members 
Mstep: Class 11 contains 76069 members 
Mstep: Class 12 contains 10599 members 
Mstep: Class 13 contains 46293 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38319 members 
Mstep: Class 16 contains 18829 members 
Mstep: Class 17 contains 3719 members 
Mstep: Class 18 contains 91696 members 
Mstep: Class 19 contains 10563 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 147161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105656.000000 Penalty: 51286.125000
Iteration 310Q: 24 clusters Score -1.021057e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 78551 members 
Mstep: Class 4 contains 10495 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 87481 members 
Mstep: Class 7 contains 10057 members 
Mstep: Class 8 contains 7989 members 
Mstep: Class 9 contains 98073 members 
Mstep: Class 10 contains 144966 members 
Mstep: Class 11 contains 75911 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 46289 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38308 members 
Mstep: Class 16 contains 18841 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 91749 members 
Mstep: Class 19 contains 10559 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 147002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105760.000000 Penalty: 51286.125000
Iteration 311Q: 24 clusters Score -1.021058e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 3486 members 
Mstep: Class 3 contains 78764 members 
Mstep: Class 4 contains 10506 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 87426 members 
Mstep: Class 7 contains 10063 members 
Mstep: Class 8 contains 7980 members 
Mstep: Class 9 contains 98050 members 
Mstep: Class 10 contains 145071 members 
Mstep: Class 11 contains 75741 members 
Mstep: Class 12 contains 10631 members 
Mstep: Class 13 contains 46292 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38297 members 
Mstep: Class 16 contains 18849 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 91813 members 
Mstep: Class 19 contains 10556 members 
Mstep: Class 20 contains 3076 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 146857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105576.000000 Penalty: 51286.125000
Iteration 312Q: 24 clusters Score -1.021056e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 3491 members 
Mstep: Class 3 contains 78947 members 
Mstep: Class 4 contains 10521 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 87389 members 
Mstep: Class 7 contains 10080 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 98042 members 
Mstep: Class 10 contains 145160 members 
Mstep: Class 11 contains 75573 members 
Mstep: Class 12 contains 10640 members 
Mstep: Class 13 contains 46297 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38287 members 
Mstep: Class 16 contains 18859 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 91877 members 
Mstep: Class 19 contains 10559 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 146703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105616.000000 Penalty: 51286.125000
Iteration 313Q: 24 clusters Score -1.021056e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 3494 members 
Mstep: Class 3 contains 79109 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 87323 members 
Mstep: Class 7 contains 10086 members 
Mstep: Class 8 contains 7970 members 
Mstep: Class 9 contains 98053 members 
Mstep: Class 10 contains 145264 members 
Mstep: Class 11 contains 75432 members 
Mstep: Class 12 contains 10658 members 
Mstep: Class 13 contains 46300 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38280 members 
Mstep: Class 16 contains 18861 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 91950 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 3076 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 146556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105688.000000 Penalty: 51286.125000
Iteration 314Q: 24 clusters Score -1.021057e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 3497 members 
Mstep: Class 3 contains 79304 members 
Mstep: Class 4 contains 10523 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 87274 members 
Mstep: Class 7 contains 10093 members 
Mstep: Class 8 contains 7965 members 
Mstep: Class 9 contains 98004 members 
Mstep: Class 10 contains 145390 members 
Mstep: Class 11 contains 75288 members 
Mstep: Class 12 contains 10676 members 
Mstep: Class 13 contains 46298 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38276 members 
Mstep: Class 16 contains 18860 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 92028 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 146385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105608.000000 Penalty: 51286.125000
Iteration 315Q: 24 clusters Score -1.021056e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 3499 members 
Mstep: Class 3 contains 79474 members 
Mstep: Class 4 contains 10523 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 87175 members 
Mstep: Class 7 contains 10100 members 
Mstep: Class 8 contains 7954 members 
Mstep: Class 9 contains 98017 members 
Mstep: Class 10 contains 145491 members 
Mstep: Class 11 contains 75167 members 
Mstep: Class 12 contains 10687 members 
Mstep: Class 13 contains 46291 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38274 members 
Mstep: Class 16 contains 18863 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 92099 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3990 members 
Mstep: Class 23 contains 146251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105616.000000 Penalty: 51286.125000
Iteration 316Q: 24 clusters Score -1.021056e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 3503 members 
Mstep: Class 3 contains 79623 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 87077 members 
Mstep: Class 7 contains 10109 members 
Mstep: Class 8 contains 7941 members 
Mstep: Class 9 contains 98076 members 
Mstep: Class 10 contains 145580 members 
Mstep: Class 11 contains 75030 members 
Mstep: Class 12 contains 10702 members 
Mstep: Class 13 contains 46287 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38273 members 
Mstep: Class 16 contains 18868 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 92166 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 146115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105624.000000 Penalty: 51286.125000
Iteration 317Q: 24 clusters Score -1.021056e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 3503 members 
Mstep: Class 3 contains 79785 members 
Mstep: Class 4 contains 10530 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 86986 members 
Mstep: Class 7 contains 10110 members 
Mstep: Class 8 contains 7930 members 
Mstep: Class 9 contains 98123 members 
Mstep: Class 10 contains 145644 members 
Mstep: Class 11 contains 74895 members 
Mstep: Class 12 contains 10716 members 
Mstep: Class 13 contains 46285 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38270 members 
Mstep: Class 16 contains 18873 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 92237 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 145987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105552.000000 Penalty: 51286.125000
Iteration 318Q: 24 clusters Score -1.021056e+08 nChanged 1255
Entering ConstructFrom: 
Score: -102105552.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (14739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Entering Unmasked Estep 
Score: -1632782.375000 Penalty: 1559.715942
	Iteration 0F: 2 clusters Score -1632782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1622389.000000 Penalty: 3119.431885
	Iteration 0F: 3 clusters Score -1622389 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1625960.875000 Penalty: 3119.431885
	Iteration 1F: 3 clusters Score -1625961 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1626237.375000 Penalty: 3119.431885
	Iteration 2F: 3 clusters Score -1626237 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1626468.125000 Penalty: 3119.431885
	Iteration 3Q: 3 clusters Score -1626468 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1626660.000000 Penalty: 3119.431885
	Iteration 4Q: 3 clusters Score -1626660 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1626898.375000 Penalty: 3119.431885
	Iteration 5Q: 3 clusters Score -1626898 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1627210.875000 Penalty: 3119.431885
	Iteration 6Q: 3 clusters Score -1627211 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1627632.750000 Penalty: 3119.431885
	Iteration 7F: 3 clusters Score -1627633 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1628219.250000 Penalty: 3119.431885
	Iteration 8F: 3 clusters Score -1628219 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1629069.000000 Penalty: 3119.431885
	Iteration 9F: 3 clusters Score -1629069 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1629978.375000 Penalty: 3119.431885
	Iteration 10F: 3 clusters Score -1629978 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1630802.625000 Penalty: 3119.431885
	Iteration 11F: 3 clusters Score -1630803 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1631361.750000 Penalty: 3119.431885
	Iteration 12Q: 3 clusters Score -1631362 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1631648.375000 Penalty: 3119.431885
	Iteration 13Q: 3 clusters Score -1631648 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1631773.375000 Penalty: 3119.431885
	Iteration 14Q: 3 clusters Score -1631773 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1631827.750000 Penalty: 3119.431885
	Iteration 15Q: 3 clusters Score -1631828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1631854.000000 Penalty: 3119.431885
	Iteration 16Q: 3 clusters Score -1631854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1631861.750000 Penalty: 3119.431885
	Iteration 17Q: 3 clusters Score -1631862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1631866.375000 Penalty: 3119.431885
	Iteration 18Q: 3 clusters Score -1631866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1631869.625000 Penalty: 3119.431885
	Iteration 19Q: 3 clusters Score -1631870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1631875.625000 Penalty: 3119.431885
	Iteration 20F: 3 clusters Score -1631876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1631876.625000 Penalty: 3119.431885
	Iteration 21Q: 3 clusters Score -1631877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1631879.000000 Penalty: 3119.431885
	Iteration 22Q: 3 clusters Score -1631879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1631879.000000 Penalty: 3119.431885
	Iteration 23F: 3 clusters Score -1631879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Entering Unmasked Estep 
Score: -398039.093750 Penalty: 1326.455322
	Iteration 0F: 2 clusters Score -398039.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -394993.531250 Penalty: 2652.910645
	Iteration 0F: 3 clusters Score -394993.5 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -395710.781250 Penalty: 2652.910645
	Iteration 1F: 3 clusters Score -395710.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -395865.562500 Penalty: 2652.910645
	Iteration 2F: 3 clusters Score -395865.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -395951.656250 Penalty: 2652.910645
	Iteration 3F: 3 clusters Score -395951.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -396014.437500 Penalty: 2652.910645
	Iteration 4Q: 3 clusters Score -396014.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -396062.906250 Penalty: 2652.910645
	Iteration 5Q: 3 clusters Score -396062.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -396093.937500 Penalty: 2652.910645
	Iteration 6Q: 3 clusters Score -396093.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -396123.375000 Penalty: 2652.910645
	Iteration 7Q: 3 clusters Score -396123.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -396150.031250 Penalty: 2652.910645
	Iteration 8Q: 3 clusters Score -396150 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -396188.000000 Penalty: 2652.910645
	Iteration 9Q: 3 clusters Score -396188 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -396240.968750 Penalty: 2652.910645
	Iteration 10Q: 3 clusters Score -396241 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -396321.718750 Penalty: 2652.910645
	Iteration 11Q: 3 clusters Score -396321.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -396441.593750 Penalty: 2652.910645
	Iteration 12Q: 3 clusters Score -396441.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -396574.593750 Penalty: 2652.910645
	Iteration 13Q: 3 clusters Score -396574.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -396705.000000 Penalty: 2652.910645
	Iteration 14Q: 3 clusters Score -396705 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -396825.937500 Penalty: 2652.910645
	Iteration 15Q: 3 clusters Score -396825.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -396923.468750 Penalty: 2652.910645
	Iteration 16Q: 3 clusters Score -396923.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -397001.843750 Penalty: 2652.910645
	Iteration 17Q: 3 clusters Score -397001.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -397067.375000 Penalty: 2652.910645
	Iteration 18Q: 3 clusters Score -397067.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -397128.218750 Penalty: 2652.910645
	Iteration 19Q: 3 clusters Score -397128.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -397165.656250 Penalty: 2652.910645
	Iteration 20F: 3 clusters Score -397165.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -397203.875000 Penalty: 2652.910645
	Iteration 21Q: 3 clusters Score -397203.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -397244.312500 Penalty: 2652.910645
	Iteration 22Q: 3 clusters Score -397244.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -397286.750000 Penalty: 2652.910645
	Iteration 23Q: 3 clusters Score -397286.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -397318.156250 Penalty: 2652.910645
	Iteration 24Q: 3 clusters Score -397318.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -397337.750000 Penalty: 2652.910645
	Iteration 25Q: 3 clusters Score -397337.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -397357.906250 Penalty: 2652.910645
	Iteration 26Q: 3 clusters Score -397357.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -397373.750000 Penalty: 2652.910645
	Iteration 27Q: 3 clusters Score -397373.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -397389.562500 Penalty: 2652.910645
	Iteration 28Q: 3 clusters Score -397389.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -397415.125000 Penalty: 2652.910645
	Iteration 29Q: 3 clusters Score -397415.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -397450.656250 Penalty: 2652.910645
	Iteration 30Q: 3 clusters Score -397450.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -397478.406250 Penalty: 2652.910645
	Iteration 31Q: 3 clusters Score -397478.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -397500.093750 Penalty: 2652.910645
	Iteration 32Q: 3 clusters Score -397500.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -397519.343750 Penalty: 2652.910645
	Iteration 33Q: 3 clusters Score -397519.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -397529.562500 Penalty: 2652.910645
	Iteration 34Q: 3 clusters Score -397529.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -397537.156250 Penalty: 2652.910645
	Iteration 35Q: 3 clusters Score -397537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -397541.468750 Penalty: 2652.910645
	Iteration 36Q: 3 clusters Score -397541.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -397542.593750 Penalty: 2652.910645
	Iteration 37Q: 3 clusters Score -397542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -397542.687500 Penalty: 2652.910645
	Iteration 38Q: 3 clusters Score -397542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -397542.937500 Penalty: 2652.910645
	Iteration 39Q: 3 clusters Score -397542.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -397543.781250 Penalty: 2652.910645
	Iteration 40F: 3 clusters Score -397543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -397545.656250 Penalty: 2652.910645
	Iteration 41Q: 3 clusters Score -397545.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -397548.968750 Penalty: 2652.910645
	Iteration 42Q: 3 clusters Score -397549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -397548.562500 Penalty: 2652.910645
	Iteration 43Q: 3 clusters Score -397548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -397549.281250 Penalty: 2652.910645
	Iteration 44Q: 3 clusters Score -397549.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -397549.281250 Penalty: 2652.910645
	Iteration 45F: 3 clusters Score -397549.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (79918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Entering Unmasked Estep 
Score: -9262806.000000 Penalty: 1834.422852
	Iteration 0F: 2 clusters Score -9262806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -9209719.000000 Penalty: 3668.845703
	Iteration 0F: 3 clusters Score -9209719 nChanged 37902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -9231256.000000 Penalty: 3668.845703
	Iteration 1F: 3 clusters Score -9231256 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -9231946.000000 Penalty: 3668.845703
	Iteration 2Q: 3 clusters Score -9231946 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -9232964.000000 Penalty: 3668.845703
	Iteration 3Q: 3 clusters Score -9232964 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -9234493.000000 Penalty: 3668.845703
	Iteration 4Q: 3 clusters Score -9234493 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -9237194.000000 Penalty: 3668.845703
	Iteration 5F: 3 clusters Score -9237194 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -9241752.000000 Penalty: 3668.845703
	Iteration 6F: 3 clusters Score -9241752 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -9247798.000000 Penalty: 3668.845703
	Iteration 7F: 3 clusters Score -9247798 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -9253474.000000 Penalty: 3668.845703
	Iteration 8F: 3 clusters Score -9253474 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -9257357.000000 Penalty: 3668.845703
	Iteration 9Q: 3 clusters Score -9257357 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -9259349.000000 Penalty: 3668.845703
	Iteration 10Q: 3 clusters Score -9259349 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -9260223.000000 Penalty: 3668.845703
	Iteration 11Q: 3 clusters Score -9260223 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -9260727.000000 Penalty: 3668.845703
	Iteration 12Q: 3 clusters Score -9260727 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -9261028.000000 Penalty: 3668.845703
	Iteration 13Q: 3 clusters Score -9261028 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -9261256.000000 Penalty: 3668.845703
	Iteration 14Q: 3 clusters Score -9261256 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75646 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -9261462.000000 Penalty: 3668.845703
	Iteration 15Q: 3 clusters Score -9261462 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -9261602.000000 Penalty: 3668.845703
	Iteration 16Q: 3 clusters Score -9261602 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75405 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -9261691.000000 Penalty: 3668.845703
	Iteration 17Q: 3 clusters Score -9261691 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75335 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -9261731.000000 Penalty: 3668.845703
	Iteration 18Q: 3 clusters Score -9261731 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75269 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -9261788.000000 Penalty: 3668.845703
	Iteration 19Q: 3 clusters Score -9261788 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -9261810.000000 Penalty: 3668.845703
	Iteration 20F: 3 clusters Score -9261810 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -9261822.000000 Penalty: 3668.845703
	Iteration 21Q: 3 clusters Score -9261822 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -9261859.000000 Penalty: 3668.845703
	Iteration 22Q: 3 clusters Score -9261859 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -9261882.000000 Penalty: 3668.845703
	Iteration 23Q: 3 clusters Score -9261882 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -9261899.000000 Penalty: 3668.845703
	Iteration 24Q: 3 clusters Score -9261899 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -9261922.000000 Penalty: 3668.845703
	Iteration 25Q: 3 clusters Score -9261922 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -9261923.000000 Penalty: 3668.845703
	Iteration 26Q: 3 clusters Score -9261923 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -9261910.000000 Penalty: 3668.845703
	Iteration 27Q: 3 clusters Score -9261910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -9261941.000000 Penalty: 3668.845703
	Iteration 28Q: 3 clusters Score -9261941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -9261955.000000 Penalty: 3668.845703
	Iteration 29Q: 3 clusters Score -9261955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74732 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -9261948.000000 Penalty: 3668.845703
	Iteration 30Q: 3 clusters Score -9261948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74690 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -9261970.000000 Penalty: 3668.845703
	Iteration 31Q: 3 clusters Score -9261970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -9261972.000000 Penalty: 3668.845703
	Iteration 32Q: 3 clusters Score -9261972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -9261974.000000 Penalty: 3668.845703
	Iteration 33Q: 3 clusters Score -9261974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -9261974.000000 Penalty: 3668.845703
	Iteration 34Q: 3 clusters Score -9261974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -9261984.000000 Penalty: 3668.845703
	Iteration 35Q: 3 clusters Score -9261984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -9261990.000000 Penalty: 3668.845703
	Iteration 36Q: 3 clusters Score -9261990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -9262000.000000 Penalty: 3668.845703
	Iteration 37Q: 3 clusters Score -9262000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74492 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -9262005.000000 Penalty: 3668.845703
	Iteration 38Q: 3 clusters Score -9262005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -9262001.000000 Penalty: 3668.845703
	Iteration 39Q: 3 clusters Score -9262001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -9262006.000000 Penalty: 3668.845703
	Iteration 40F: 3 clusters Score -9262006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74407 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -9261994.000000 Penalty: 3668.845703
	Iteration 41Q: 3 clusters Score -9261994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -9262001.000000 Penalty: 3668.845703
	Iteration 42Q: 3 clusters Score -9262001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5624 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
Score: -9262384.000000 Penalty: 3668.845703
	Iteration 134Q: 3 clusters Score -9262384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -9262371.000000 Penalty: 3668.845703
	Iteration 135Q: 3 clusters Score -9262371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71261 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -9262375.000000 Penalty: 3668.845703
	Iteration 136Q: 3 clusters Score -9262375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -9262382.000000 Penalty: 3668.845703
	Iteration 137Q: 3 clusters Score -9262382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -9262376.000000 Penalty: 3668.845703
	Iteration 138Q: 3 clusters Score -9262376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -9262380.000000 Penalty: 3668.845703
	Iteration 139Q: 3 clusters Score -9262380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -9262379.000000 Penalty: 3668.845703
	Iteration 140F: 3 clusters Score -9262379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -9262385.000000 Penalty: 3668.845703
	Iteration 141Q: 3 clusters Score -9262385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -9262381.000000 Penalty: 3668.845703
	Iteration 142Q: 3 clusters Score -9262381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -9262382.000000 Penalty: 3668.845703
	Iteration 143Q: 3 clusters Score -9262382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -9262382.000000 Penalty: 3668.845703
	Iteration 144F: 3 clusters Score -9262382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Entering Unmasked Estep 
Score: -1217086.625000 Penalty: 1505.103271
	Iteration 0F: 2 clusters Score -1217087 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 5272 members 
Entering Unmasked Estep 
Score: -1209535.875000 Penalty: 3010.206543
	Iteration 0F: 3 clusters Score -1209536 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1211942.625000 Penalty: 3010.206543
	Iteration 1F: 3 clusters Score -1211943 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1212172.000000 Penalty: 3010.206543
	Iteration 2F: 3 clusters Score -1212172 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1212335.625000 Penalty: 3010.206543
	Iteration 3Q: 3 clusters Score -1212336 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1212466.750000 Penalty: 3010.206543
	Iteration 4Q: 3 clusters Score -1212467 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1212568.750000 Penalty: 3010.206543
	Iteration 5Q: 3 clusters Score -1212569 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1212667.500000 Penalty: 3010.206543
	Iteration 6Q: 3 clusters Score -1212668 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1212753.875000 Penalty: 3010.206543
	Iteration 7Q: 3 clusters Score -1212754 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1212831.875000 Penalty: 3010.206543
	Iteration 8Q: 3 clusters Score -1212832 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1212898.750000 Penalty: 3010.206543
	Iteration 9Q: 3 clusters Score -1212899 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1212968.250000 Penalty: 3010.206543
	Iteration 10Q: 3 clusters Score -1212968 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1213061.375000 Penalty: 3010.206543
	Iteration 11Q: 3 clusters Score -1213061 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1213167.875000 Penalty: 3010.206543
	Iteration 12Q: 3 clusters Score -1213168 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1213297.125000 Penalty: 3010.206543
	Iteration 13Q: 3 clusters Score -1213297 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1213480.250000 Penalty: 3010.206543
	Iteration 14Q: 3 clusters Score -1213480 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1213730.000000 Penalty: 3010.206543
	Iteration 15Q: 3 clusters Score -1213730 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1214027.375000 Penalty: 3010.206543
	Iteration 16Q: 3 clusters Score -1214027 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1214375.375000 Penalty: 3010.206543
	Iteration 17Q: 3 clusters Score -1214375 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1214722.750000 Penalty: 3010.206543
	Iteration 18Q: 3 clusters Score -1214723 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1215042.875000 Penalty: 3010.206543
	Iteration 19Q: 3 clusters Score -1215043 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1215278.500000 Penalty: 3010.206543
	Iteration 20F: 3 clusters Score -1215278 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1215463.250000 Penalty: 3010.206543
	Iteration 21Q: 3 clusters Score -1215463 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1215593.125000 Penalty: 3010.206543
	Iteration 22Q: 3 clusters Score -1215593 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1215673.125000 Penalty: 3010.206543
	Iteration 23Q: 3 clusters Score -1215673 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1215727.750000 Penalty: 3010.206543
	Iteration 24Q: 3 clusters Score -1215728 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1215765.500000 Penalty: 3010.206543
	Iteration 25Q: 3 clusters Score -1215766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1215786.625000 Penalty: 3010.206543
	Iteration 26Q: 3 clusters Score -1215787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1215810.875000 Penalty: 3010.206543
	Iteration 27Q: 3 clusters Score -1215811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1215824.000000 Penalty: 3010.206543
	Iteration 28Q: 3 clusters Score -1215824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1215833.750000 Penalty: 3010.206543
	Iteration 29Q: 3 clusters Score -1215834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1215838.375000 Penalty: 3010.206543
	Iteration 30Q: 3 clusters Score -1215838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1215842.625000 Penalty: 3010.206543
	Iteration 31Q: 3 clusters Score -1215843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1215840.625000 Penalty: 3010.206543
	Iteration 32Q: 3 clusters Score -1215841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1215842.250000 Penalty: 3010.206543
	Iteration 33Q: 3 clusters Score -1215842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1215842.875000 Penalty: 3010.206543
	Iteration 34Q: 3 clusters Score -1215843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1215845.375000 Penalty: 3010.206543
	Iteration 35Q: 3 clusters Score -1215845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1215846.750000 Penalty: 3010.206543
	Iteration 36Q: 3 clusters Score -1215847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1215844.375000 Penalty: 3010.206543
	Iteration 37Q: 3 clusters Score -1215844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1215845.625000 Penalty: 3010.206543
	Iteration 38Q: 3 clusters Score -1215846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1215847.750000 Penalty: 3010.206543
	Iteration 39Q: 3 clusters Score -1215848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1215849.625000 Penalty: 3010.206543
	Iteration 40F: 3 clusters Score -1215850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1215850.000000 Penalty: 3010.206543
	Iteration 41Q: 3 clusters Score -1215850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1215849.625000 Penalty: 3010.206543
	Iteration 42Q: 3 clusters Score -1215850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1215849.250000 Penalty: 3010.206543
	Iteration 43Q: 3 clusters Score -1215849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1215849.250000 Penalty: 3010.206543
	Iteration 44F: 3 clusters Score -1215849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -45904.496094 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -45904.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44915.800781 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -44915.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45090.566406 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -45090.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45156.191406 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -45156.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45226.210938 Penalty: 1992.648682
	Iteration 3F: 3 clusters Score -45226.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45332.355469 Penalty: 1992.648682
	Iteration 4F: 3 clusters Score -45332.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45386.050781 Penalty: 1992.648682
	Iteration 5Q: 3 clusters Score -45386.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45416.453125 Penalty: 1992.648682
	Iteration 6Q: 3 clusters Score -45416.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45428.035156 Penalty: 1992.648682
	Iteration 7Q: 3 clusters Score -45428.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45431.144531 Penalty: 1992.648682
	Iteration 8Q: 3 clusters Score -45431.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45433.160156 Penalty: 1992.648682
	Iteration 9Q: 3 clusters Score -45433.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45434.617188 Penalty: 1992.648682
	Iteration 10Q: 3 clusters Score -45434.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45434.617188 Penalty: 1992.648682
	Iteration 11F: 3 clusters Score -45434.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (86936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86936 members 
Entering Unmasked Estep 
Score: -10141909.000000 Penalty: 1848.100708
	Iteration 0F: 2 clusters Score -1.014191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -10084683.000000 Penalty: 3696.201416
	Iteration 0F: 3 clusters Score -1.008468e+07 nChanged 41308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -10108510.000000 Penalty: 3696.201416
	Iteration 1F: 3 clusters Score -1.010851e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -10108965.000000 Penalty: 3696.201416
	Iteration 2Q: 3 clusters Score -1.010896e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -10109520.000000 Penalty: 3696.201416
	Iteration 3Q: 3 clusters Score -1.010952e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -10110095.000000 Penalty: 3696.201416
	Iteration 4Q: 3 clusters Score -1.01101e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -10110914.000000 Penalty: 3696.201416
	Iteration 5Q: 3 clusters Score -1.011091e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -10111836.000000 Penalty: 3696.201416
	Iteration 6Q: 3 clusters Score -1.011184e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -10113039.000000 Penalty: 3696.201416
	Iteration 7Q: 3 clusters Score -1.011304e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -10114634.000000 Penalty: 3696.201416
	Iteration 8Q: 3 clusters Score -1.011463e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -10116827.000000 Penalty: 3696.201416
	Iteration 9Q: 3 clusters Score -1.011683e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -10119784.000000 Penalty: 3696.201416
	Iteration 10F: 3 clusters Score -1.011978e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -10123797.000000 Penalty: 3696.201416
	Iteration 11F: 3 clusters Score -1.01238e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -10128352.000000 Penalty: 3696.201416
	Iteration 12F: 3 clusters Score -1.012835e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 77103 members 
Entering Unmasked Estep 
Score: -10132946.000000 Penalty: 3696.201416
	Iteration 13F: 3 clusters Score -1.013295e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -10136400.000000 Penalty: 3696.201416
	Iteration 14F: 3 clusters Score -1.01364e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 84249 members 
Entering Unmasked Estep 
Score: -10138453.000000 Penalty: 3696.201416
	Iteration 15Q: 3 clusters Score -1.013845e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -10139409.000000 Penalty: 3696.201416
	Iteration 16Q: 3 clusters Score -1.013941e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
Score: -10139822.000000 Penalty: 3696.201416
	Iteration 17Q: 3 clusters Score -1.013982e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 86530 members 
Entering Unmasked Estep 
Score: -10140061.000000 Penalty: 3696.201416
	Iteration 18Q: 3 clusters Score -1.014006e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -10140148.000000 Penalty: 3696.201416
	Iteration 19Q: 3 clusters Score -1.014015e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -10140203.000000 Penalty: 3696.201416
	Iteration 20F: 3 clusters Score -1.01402e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 86699 members 
Entering Unmasked Estep 
Score: -10140236.000000 Penalty: 3696.201416
	Iteration 21Q: 3 clusters Score -1.014024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -10140251.000000 Penalty: 3696.201416
	Iteration 22Q: 3 clusters Score -1.014025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 86718 members 
Entering Unmasked Estep 
Score: -10140277.000000 Penalty: 3696.201416
	Iteration 23Q: 3 clusters Score -1.014028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -10140286.000000 Penalty: 3696.201416
	Iteration 24Q: 3 clusters Score -1.014029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -10140296.000000 Penalty: 3696.201416
	Iteration 25Q: 3 clusters Score -1.01403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -10140301.000000 Penalty: 3696.201416
	Iteration 26Q: 3 clusters Score -1.01403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -10140299.000000 Penalty: 3696.201416
	Iteration 27Q: 3 clusters Score -1.01403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -10140298.000000 Penalty: 3696.201416
	Iteration 28Q: 3 clusters Score -1.01403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -10140305.000000 Penalty: 3696.201416
	Iteration 29Q: 3 clusters Score -1.01403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -10140305.000000 Penalty: 3696.201416
	Iteration 30F: 3 clusters Score -1.01403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Entering Unmasked Estep 
Score: -1166784.125000 Penalty: 1498.522339
	Iteration 0F: 2 clusters Score -1166784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1159589.500000 Penalty: 2997.044678
	Iteration 0F: 3 clusters Score -1159590 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1161863.250000 Penalty: 2997.044678
	Iteration 1F: 3 clusters Score -1161863 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1162093.000000 Penalty: 2997.044678
	Iteration 2F: 3 clusters Score -1162093 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1162249.875000 Penalty: 2997.044678
	Iteration 3Q: 3 clusters Score -1162250 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1162391.500000 Penalty: 2997.044678
	Iteration 4Q: 3 clusters Score -1162392 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1162557.500000 Penalty: 2997.044678
	Iteration 5Q: 3 clusters Score -1162558 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1162742.250000 Penalty: 2997.044678
	Iteration 6Q: 3 clusters Score -1162742 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1162963.625000 Penalty: 2997.044678
	Iteration 7Q: 3 clusters Score -1162964 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1163211.375000 Penalty: 2997.044678
	Iteration 8Q: 3 clusters Score -1163211 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1163525.375000 Penalty: 2997.044678
	Iteration 9Q: 3 clusters Score -1163525 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1163886.000000 Penalty: 2997.044678
	Iteration 10Q: 3 clusters Score -1163886 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1164243.000000 Penalty: 2997.044678
	Iteration 11Q: 3 clusters Score -1164243 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1164613.750000 Penalty: 2997.044678
	Iteration 12Q: 3 clusters Score -1164614 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1164930.000000 Penalty: 2997.044678
	Iteration 13Q: 3 clusters Score -1164930 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1165142.125000 Penalty: 2997.044678
	Iteration 14Q: 3 clusters Score -1165142 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1165264.125000 Penalty: 2997.044678
	Iteration 15Q: 3 clusters Score -1165264 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1165346.375000 Penalty: 2997.044678
	Iteration 16Q: 3 clusters Score -1165346 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1165394.500000 Penalty: 2997.044678
	Iteration 17Q: 3 clusters Score -1165394 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1165427.375000 Penalty: 2997.044678
	Iteration 18Q: 3 clusters Score -1165427 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1165450.125000 Penalty: 2997.044678
	Iteration 19Q: 3 clusters Score -1165450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1165466.250000 Penalty: 2997.044678
	Iteration 20F: 3 clusters Score -1165466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1165481.125000 Penalty: 2997.044678
	Iteration 21Q: 3 clusters Score -1165481 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1165499.875000 Penalty: 2997.044678
	Iteration 22Q: 3 clusters Score -1165500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1165524.125000 Penalty: 2997.044678
	Iteration 23Q: 3 clusters Score -1165524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1165538.125000 Penalty: 2997.044678
	Iteration 24Q: 3 clusters Score -1165538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1165551.875000 Penalty: 2997.044678
	Iteration 25Q: 3 clusters Score -1165552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1165561.250000 Penalty: 2997.044678
	Iteration 26Q: 3 clusters Score -1165561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1165567.500000 Penalty: 2997.044678
	Iteration 27Q: 3 clusters Score -1165568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1165575.375000 Penalty: 2997.044678
	Iteration 28Q: 3 clusters Score -1165575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1165583.750000 Penalty: 2997.044678
	Iteration 29Q: 3 clusters Score -1165584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1165587.500000 Penalty: 2997.044678
	Iteration 30Q: 3 clusters Score -1165588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1165590.500000 Penalty: 2997.044678
	Iteration 31Q: 3 clusters Score -1165590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1165597.750000 Penalty: 2997.044678
	Iteration 32Q: 3 clusters Score -1165598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1165598.875000 Penalty: 2997.044678
	Iteration 33Q: 3 clusters Score -1165599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1165598.375000 Penalty: 2997.044678
	Iteration 34Q: 3 clusters Score -1165598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1165602.875000 Penalty: 2997.044678
	Iteration 35Q: 3 clusters Score -1165603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1165606.250000 Penalty: 2997.044678
	Iteration 36Q: 3 clusters Score -1165606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1165606.250000 Penalty: 2997.044678
	Iteration 37Q: 3 clusters Score -1165606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1165609.500000 Penalty: 2997.044678
	Iteration 38Q: 3 clusters Score -1165610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1165610.875000 Penalty: 2997.044678
	Iteration 39Q: 3 clusters Score -1165611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1165614.500000 Penalty: 2997.044678
	Iteration 40F: 3 clusters Score -1165614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1165616.625000 Penalty: 2997.044678
	Iteration 41Q: 3 clusters Score -1165617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1165617.250000 Penalty: 2997.044678
	Iteration 42Q: 3 clusters Score -1165617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1165620.250000 Penalty: 2997.044678
	Iteration 43Q: 3 clusters Score -1165620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1165622.625000 Penalty: 2997.044678
	Iteration 44Q: 3 clusters Score -1165623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1165624.500000 Penalty: 2997.044678
	Iteration 45Q: 3 clusters Score -1165624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1165622.750000 Penalty: 2997.044678
	Iteration 46Q: 3 clusters Score -1165623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1165623.875000 Penalty: 2997.044678
	Iteration 47Q: 3 clusters Score -1165624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1165627.000000 Penalty: 2997.044678
	Iteration 48Q: 3 clusters Score -1165627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1165624.875000 Penalty: 2997.044678
	Iteration 49Q: 3 clusters Score -1165625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1165628.750000 Penalty: 2997.044678
	Iteration 50Q: 3 clusters Score -1165629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1165627.250000 Penalty: 2997.044678
	Iteration 51Q: 3 clusters Score -1165627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1165628.250000 Penalty: 2997.044678
	Iteration 52Q: 3 clusters Score -1165628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1165629.500000 Penalty: 2997.044678
	Iteration 53Q: 3 clusters Score -1165630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1165629.500000 Penalty: 2997.044678
	Iteration 54Q: 3 clusters Score -1165630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1165632.125000 Penalty: 2997.044678
	Iteration 55Q: 3 clusters Score -1165632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1165632.250000 Penalty: 2997.044678
	Iteration 56Q: 3 clusters Score -1165632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1165631.125000 Penalty: 2997.044678
	Iteration 57Q: 3 clusters Score -1165631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1165631.125000 Penalty: 2997.044678
	Iteration 58Q: 3 clusters Score -1165631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1165632.625000 Penalty: 2997.044678
	Iteration 59Q: 3 clusters Score -1165633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1165630.625000 Penalty: 2997.044678
	Iteration 60F: 3 clusters Score -1165631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1165633.000000 Penalty: 2997.044678
	Iteration 61Q: 3 clusters Score -1165633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1165635.500000 Penalty: 2997.044678
	Iteration 62Q: 3 clusters Score -1165636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1165635.000000 Penalty: 2997.044678
	Iteration 63Q: 3 clusters Score -1165635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1165635.250000 Penalty: 2997.044678
	Iteration 64Q: 3 clusters Score -1165635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1165636.375000 Penalty: 2997.044678
	Iteration 65Q: 3 clusters Score -1165636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1165639.750000 Penalty: 2997.044678
	Iteration 66Q: 3 clusters Score -1165640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1165641.750000 Penalty: 2997.044678
	Iteration 67Q: 3 clusters Score -1165642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1165641.750000 Penalty: 2997.044678
	Iteration 68Q: 3 clusters Score -1165642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1165644.375000 Penalty: 2997.044678
	Iteration 69Q: 3 clusters Score -1165644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1165645.125000 Penalty: 2997.044678
	Iteration 70Q: 3 clusters Score -1165645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1165646.500000 Penalty: 2997.044678
	Iteration 71Q: 3 clusters Score -1165646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1165649.875000 Penalty: 2997.044678
	Iteration 72Q: 3 clusters Score -1165650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1165654.000000 Penalty: 2997.044678
	Iteration 73Q: 3 clusters Score -1165654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1165656.000000 Penalty: 2997.044678
	Iteration 74Q: 3 clusters Score -1165656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1165663.500000 Penalty: 2997.044678
	Iteration 75Q: 3 clusters Score -1165664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1165674.250000 Penalty: 2997.044678
	Iteration 76Q: 3 clusters Score -1165674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1165682.875000 Penalty: 2997.044678
	Iteration 77Q: 3 clusters Score -1165683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1165692.625000 Penalty: 2997.044678
	Iteration 78Q: 3 clusters Score -1165693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1165698.625000 Penalty: 2997.044678
	Iteration 79Q: 3 clusters Score -1165699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1165707.250000 Penalty: 2997.044678
	Iteration 80F: 3 clusters Score -1165707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1165717.000000 Penalty: 2997.044678
	Iteration 81Q: 3 clusters Score -1165717 nChanged 38
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Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2233 members 
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Mstep: Class 1 contains 7843 members 
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Mstep: Class 1 contains 7808 members 
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Entering Unmasked Estep 
Score: -1166270.000000 Penalty: 2997.044678
	Iteration 175Q: 3 clusters Score -1166270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1166272.375000 Penalty: 2997.044678
	Iteration 176Q: 3 clusters Score -1166272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1166272.000000 Penalty: 2997.044678
	Iteration 177Q: 3 clusters Score -1166272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1166271.875000 Penalty: 2997.044678
	Iteration 178Q: 3 clusters Score -1166272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1166271.875000 Penalty: 2997.044678
	Iteration 179F: 3 clusters Score -1166272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Entering Unmasked Estep 
Score: -912983.375000 Penalty: 1458.806885
	Iteration 0F: 2 clusters Score -912983.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -907119.625000 Penalty: 2917.613770
	Iteration 0F: 3 clusters Score -907119.6 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -908859.312500 Penalty: 2917.613770
	Iteration 1F: 3 clusters Score -908859.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -909065.375000 Penalty: 2917.613770
	Iteration 2F: 3 clusters Score -909065.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -909210.687500 Penalty: 2917.613770
	Iteration 3Q: 3 clusters Score -909210.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -909333.500000 Penalty: 2917.613770
	Iteration 4Q: 3 clusters Score -909333.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -909434.500000 Penalty: 2917.613770
	Iteration 5Q: 3 clusters Score -909434.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -909548.312500 Penalty: 2917.613770
	Iteration 6Q: 3 clusters Score -909548.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -909698.937500 Penalty: 2917.613770
	Iteration 7Q: 3 clusters Score -909698.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -909902.687500 Penalty: 2917.613770
	Iteration 8Q: 3 clusters Score -909902.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -910160.687500 Penalty: 2917.613770
	Iteration 9Q: 3 clusters Score -910160.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -910430.437500 Penalty: 2917.613770
	Iteration 10Q: 3 clusters Score -910430.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -910745.500000 Penalty: 2917.613770
	Iteration 11Q: 3 clusters Score -910745.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -911054.562500 Penalty: 2917.613770
	Iteration 12Q: 3 clusters Score -911054.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -911263.625000 Penalty: 2917.613770
	Iteration 13Q: 3 clusters Score -911263.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -911413.687500 Penalty: 2917.613770
	Iteration 14Q: 3 clusters Score -911413.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -911533.437500 Penalty: 2917.613770
	Iteration 15Q: 3 clusters Score -911533.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -911601.000000 Penalty: 2917.613770
	Iteration 16Q: 3 clusters Score -911601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -911630.187500 Penalty: 2917.613770
	Iteration 17Q: 3 clusters Score -911630.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -911654.687500 Penalty: 2917.613770
	Iteration 18Q: 3 clusters Score -911654.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -911677.062500 Penalty: 2917.613770
	Iteration 19Q: 3 clusters Score -911677.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -911691.937500 Penalty: 2917.613770
	Iteration 20F: 3 clusters Score -911691.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -911699.687500 Penalty: 2917.613770
	Iteration 21Q: 3 clusters Score -911699.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -911709.250000 Penalty: 2917.613770
	Iteration 22Q: 3 clusters Score -911709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -911712.500000 Penalty: 2917.613770
	Iteration 23Q: 3 clusters Score -911712.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -911713.437500 Penalty: 2917.613770
	Iteration 24Q: 3 clusters Score -911713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -911714.250000 Penalty: 2917.613770
	Iteration 25Q: 3 clusters Score -911714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -911715.250000 Penalty: 2917.613770
	Iteration 26Q: 3 clusters Score -911715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -911719.187500 Penalty: 2917.613770
	Iteration 27Q: 3 clusters Score -911719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -911718.937500 Penalty: 2917.613770
	Iteration 28Q: 3 clusters Score -911718.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -911717.750000 Penalty: 2917.613770
	Iteration 29Q: 3 clusters Score -911717.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -911717.750000 Penalty: 2917.613770
	Iteration 30F: 3 clusters Score -911717.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (98167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98167 members 
Entering Unmasked Estep 
Score: -11437574.000000 Penalty: 1867.844238
	Iteration 0F: 2 clusters Score -1.143757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -11374127.000000 Penalty: 3735.688477
	Iteration 0F: 3 clusters Score -1.137413e+07 nChanged 47193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -11401211.000000 Penalty: 3735.688477
	Iteration 1F: 3 clusters Score -1.140121e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -11401754.000000 Penalty: 3735.688477
	Iteration 2Q: 3 clusters Score -1.140175e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -11402237.000000 Penalty: 3735.688477
	Iteration 3Q: 3 clusters Score -1.140224e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -11402684.000000 Penalty: 3735.688477
	Iteration 4Q: 3 clusters Score -1.140268e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -11403189.000000 Penalty: 3735.688477
	Iteration 5Q: 3 clusters Score -1.140319e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -11403693.000000 Penalty: 3735.688477
	Iteration 6Q: 3 clusters Score -1.140369e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -11404269.000000 Penalty: 3735.688477
	Iteration 7Q: 3 clusters Score -1.140427e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -11404885.000000 Penalty: 3735.688477
	Iteration 8Q: 3 clusters Score -1.140488e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -11405489.000000 Penalty: 3735.688477
	Iteration 9Q: 3 clusters Score -1.140549e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -11406247.000000 Penalty: 3735.688477
	Iteration 10Q: 3 clusters Score -1.140625e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -11407149.000000 Penalty: 3735.688477
	Iteration 11Q: 3 clusters Score -1.140715e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -11408213.000000 Penalty: 3735.688477
	Iteration 12Q: 3 clusters Score -1.140821e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -11409694.000000 Penalty: 3735.688477
	Iteration 13Q: 3 clusters Score -1.140969e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -11411847.000000 Penalty: 3735.688477
	Iteration 14Q: 3 clusters Score -1.141185e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -11414693.000000 Penalty: 3735.688477
	Iteration 15Q: 3 clusters Score -1.141469e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -11417892.000000 Penalty: 3735.688477
	Iteration 16F: 3 clusters Score -1.141789e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72411 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -11421037.000000 Penalty: 3735.688477
	Iteration 17Q: 3 clusters Score -1.142104e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -11423788.000000 Penalty: 3735.688477
	Iteration 18Q: 3 clusters Score -1.142379e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79044 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -11425904.000000 Penalty: 3735.688477
	Iteration 19Q: 3 clusters Score -1.14259e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -11427703.000000 Penalty: 3735.688477
	Iteration 20F: 3 clusters Score -1.14277e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -11429307.000000 Penalty: 3735.688477
	Iteration 21Q: 3 clusters Score -1.142931e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -11430568.000000 Penalty: 3735.688477
	Iteration 22Q: 3 clusters Score -1.143057e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -11431661.000000 Penalty: 3735.688477
	Iteration 23Q: 3 clusters Score -1.143166e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -11432408.000000 Penalty: 3735.688477
	Iteration 24Q: 3 clusters Score -1.143241e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -11433041.000000 Penalty: 3735.688477
	Iteration 25Q: 3 clusters Score -1.143304e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89709 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -11433518.000000 Penalty: 3735.688477
	Iteration 26Q: 3 clusters Score -1.143352e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90319 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -11433903.000000 Penalty: 3735.688477
	Iteration 27Q: 3 clusters Score -1.14339e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90844 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -11434224.000000 Penalty: 3735.688477
	Iteration 28Q: 3 clusters Score -1.143422e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91313 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -11434460.000000 Penalty: 3735.688477
	Iteration 29Q: 3 clusters Score -1.143446e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91679 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -11434648.000000 Penalty: 3735.688477
	Iteration 30Q: 3 clusters Score -1.143465e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -11434747.000000 Penalty: 3735.688477
	Iteration 31Q: 3 clusters Score -1.143475e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92340 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -11434871.000000 Penalty: 3735.688477
	Iteration 32Q: 3 clusters Score -1.143487e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -11434954.000000 Penalty: 3735.688477
	Iteration 33Q: 3 clusters Score -1.143495e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -11435034.000000 Penalty: 3735.688477
	Iteration 34Q: 3 clusters Score -1.143503e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93188 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -11435109.000000 Penalty: 3735.688477
	Iteration 35Q: 3 clusters Score -1.143511e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93444 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -11435171.000000 Penalty: 3735.688477
	Iteration 36Q: 3 clusters Score -1.143517e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93689 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -11435196.000000 Penalty: 3735.688477
	Iteration 37Q: 3 clusters Score -1.14352e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93913 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -11435262.000000 Penalty: 3735.688477
	Iteration 38Q: 3 clusters Score -1.143526e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94095 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -11435298.000000 Penalty: 3735.688477
	Iteration 39Q: 3 clusters Score -1.14353e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94262 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -11435320.000000 Penalty: 3735.688477
	Iteration 40F: 3 clusters Score -1.143532e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94410 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -11435355.000000 Penalty: 3735.688477
	Iteration 41Q: 3 clusters Score -1.143536e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94552 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -11435402.000000 Penalty: 3735.688477
	Iteration 42Q: 3 clusters Score -1.14354e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94682 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -11435417.000000 Penalty: 3735.688477
	Iteration 43Q: 3 clusters Score -1.143542e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -11435454.000000 Penalty: 3735.688477
	Iteration 44Q: 3 clusters Score -1.143545e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94891 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -11435471.000000 Penalty: 3735.688477
	Iteration 45Q: 3 clusters Score -1.143547e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94992 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -11435489.000000 Penalty: 3735.688477
	Iteration 46Q: 3 clusters Score -1.143549e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -11435525.000000 Penalty: 3735.688477
	Iteration 47Q: 3 clusters Score -1.143552e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95203 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -11435552.000000 Penalty: 3735.688477
	Iteration 48Q: 3 clusters Score -1.143555e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95302 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -11435579.000000 Penalty: 3735.688477
	Iteration 49Q: 3 clusters Score -1.143558e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95394 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -11435617.000000 Penalty: 3735.688477
	Iteration 50Q: 3 clusters Score -1.143562e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95474 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -11435628.000000 Penalty: 3735.688477
	Iteration 51Q: 3 clusters Score -1.143563e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95563 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -11435661.000000 Penalty: 3735.688477
	Iteration 52Q: 3 clusters Score -1.143566e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95649 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -11435686.000000 Penalty: 3735.688477
	Iteration 53Q: 3 clusters Score -1.143569e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95727 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -11435721.000000 Penalty: 3735.688477
	Iteration 54Q: 3 clusters Score -1.143572e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95792 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -11435702.000000 Penalty: 3735.688477
	Iteration 55Q: 3 clusters Score -1.14357e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95841 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -11435720.000000 Penalty: 3735.688477
	Iteration 56Q: 3 clusters Score -1.143572e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95909 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -11435744.000000 Penalty: 3735.688477
	Iteration 57Q: 3 clusters Score -1.143574e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95968 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -11435756.000000 Penalty: 3735.688477
	Iteration 58Q: 3 clusters Score -1.143576e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96027 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -11435741.000000 Penalty: 3735.688477
	Iteration 59Q: 3 clusters Score -1.143574e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -11435728.000000 Penalty: 3735.688477
	Iteration 60F: 3 clusters Score -1.143573e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -11435745.000000 Penalty: 3735.688477
	Iteration 61Q: 3 clusters Score -1.143574e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96167 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -11435761.000000 Penalty: 3735.688477
	Iteration 62Q: 3 clusters Score -1.143576e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96214 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -11435767.000000 Penalty: 3735.688477
	Iteration 63Q: 3 clusters Score -1.143577e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96256 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -11435797.000000 Penalty: 3735.688477
	Iteration 64Q: 3 clusters Score -1.14358e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96299 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -11435801.000000 Penalty: 3735.688477
	Iteration 65Q: 3 clusters Score -1.14358e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96337 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -11435825.000000 Penalty: 3735.688477
	Iteration 66Q: 3 clusters Score -1.143582e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -11435833.000000 Penalty: 3735.688477
	Iteration 67Q: 3 clusters Score -1.143583e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96421 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -11435831.000000 Penalty: 3735.688477
	Iteration 68Q: 3 clusters Score -1.143583e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96464 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -11435822.000000 Penalty: 3735.688477
	Iteration 69Q: 3 clusters Score -1.143582e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96514 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -11435827.000000 Penalty: 3735.688477
	Iteration 70Q: 3 clusters Score -1.143583e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -11435840.000000 Penalty: 3735.688477
	Iteration 71Q: 3 clusters Score -1.143584e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96601 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -11435881.000000 Penalty: 3735.688477
	Iteration 72Q: 3 clusters Score -1.143588e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -11435878.000000 Penalty: 3735.688477
	Iteration 73Q: 3 clusters Score -1.143588e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96679 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -11435896.000000 Penalty: 3735.688477
	Iteration 74Q: 3 clusters Score -1.14359e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96713 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -11435918.000000 Penalty: 3735.688477
	Iteration 75Q: 3 clusters Score -1.143592e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11435944.000000 Penalty: 3735.688477
	Iteration 76Q: 3 clusters Score -1.143594e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96786 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -11435937.000000 Penalty: 3735.688477
	Iteration 77Q: 3 clusters Score -1.143594e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96807 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -11435945.000000 Penalty: 3735.688477
	Iteration 78Q: 3 clusters Score -1.143594e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96836 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -11435979.000000 Penalty: 3735.688477
	Iteration 79Q: 3 clusters Score -1.143598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -11435981.000000 Penalty: 3735.688477
	Iteration 80F: 3 clusters Score -1.143598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96880 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -11435979.000000 Penalty: 3735.688477
	Iteration 81Q: 3 clusters Score -1.143598e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96897 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -11435994.000000 Penalty: 3735.688477
	Iteration 82Q: 3 clusters Score -1.143599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96908 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -11436004.000000 Penalty: 3735.688477
	Iteration 83Q: 3 clusters Score -1.1436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96920 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -11436009.000000 Penalty: 3735.688477
	Iteration 84Q: 3 clusters Score -1.143601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96933 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11436019.000000 Penalty: 3735.688477
	Iteration 85Q: 3 clusters Score -1.143602e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96948 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -11436019.000000 Penalty: 3735.688477
	Iteration 86Q: 3 clusters Score -1.143602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96957 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -11436023.000000 Penalty: 3735.688477
	Iteration 87Q: 3 clusters Score -1.143602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -11436023.000000 Penalty: 3735.688477
	Iteration 88Q: 3 clusters Score -1.143602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96981 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -11436019.000000 Penalty: 3735.688477
	Iteration 89Q: 3 clusters Score -1.143602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96984 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11436020.000000 Penalty: 3735.688477
	Iteration 90Q: 3 clusters Score -1.143602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96995 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11436008.000000 Penalty: 3735.688477
	Iteration 91Q: 3 clusters Score -1.143601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11436009.000000 Penalty: 3735.688477
	Iteration 92Q: 3 clusters Score -1.143601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97013 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -11436017.000000 Penalty: 3735.688477
	Iteration 93Q: 3 clusters Score -1.143602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97016 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11436015.000000 Penalty: 3735.688477
	Iteration 94Q: 3 clusters Score -1.143602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -11436020.000000 Penalty: 3735.688477
	Iteration 95Q: 3 clusters Score -1.143602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97026 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11436016.000000 Penalty: 3735.688477
	Iteration 96Q: 3 clusters Score -1.143602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97033 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11436022.000000 Penalty: 3735.688477
	Iteration 97Q: 3 clusters Score -1.143602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97040 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -11436032.000000 Penalty: 3735.688477
	Iteration 98Q: 3 clusters Score -1.143603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97044 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -11436033.000000 Penalty: 3735.688477
	Iteration 99Q: 3 clusters Score -1.143603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97047 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11436041.000000 Penalty: 3735.688477
	Iteration 100F: 3 clusters Score -1.143604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97050 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11436045.000000 Penalty: 3735.688477
	Iteration 101Q: 3 clusters Score -1.143604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11436043.000000 Penalty: 3735.688477
	Iteration 102Q: 3 clusters Score -1.143604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11436043.000000 Penalty: 3735.688477
	Iteration 103F: 3 clusters Score -1.143604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (145698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145698 members 
Entering Unmasked Estep 
Score: -16523281.000000 Penalty: 1932.009766
	Iteration 0F: 2 clusters Score -1.652328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 72825 members 
Entering Unmasked Estep 
Score: -16427505.000000 Penalty: 3864.019531
	Iteration 0F: 3 clusters Score -1.64275e+07 nChanged 70078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -16468358.000000 Penalty: 3864.019531
	Iteration 1F: 3 clusters Score -1.646836e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -16469009.000000 Penalty: 3864.019531
	Iteration 2Q: 3 clusters Score -1.646901e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -16469641.000000 Penalty: 3864.019531
	Iteration 3Q: 3 clusters Score -1.646964e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -16470331.000000 Penalty: 3864.019531
	Iteration 4Q: 3 clusters Score -1.647033e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76719 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -16471222.000000 Penalty: 3864.019531
	Iteration 5Q: 3 clusters Score -1.647122e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78883 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -16473102.000000 Penalty: 3864.019531
	Iteration 6Q: 3 clusters Score -1.64731e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82046 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -16476060.000000 Penalty: 3864.019531
	Iteration 7Q: 3 clusters Score -1.647606e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86283 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -16481252.000000 Penalty: 3864.019531
	Iteration 8F: 3 clusters Score -1.648125e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90956 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -16488523.000000 Penalty: 3864.019531
	Iteration 9F: 3 clusters Score -1.648852e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94828 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -16495656.000000 Penalty: 3864.019531
	Iteration 10F: 3 clusters Score -1.649566e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97661 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -16499804.000000 Penalty: 3864.019531
	Iteration 11F: 3 clusters Score -1.64998e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99829 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -16501606.000000 Penalty: 3864.019531
	Iteration 12Q: 3 clusters Score -1.650161e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101972 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -16502657.000000 Penalty: 3864.019531
	Iteration 13Q: 3 clusters Score -1.650266e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104030 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -16503510.000000 Penalty: 3864.019531
	Iteration 14Q: 3 clusters Score -1.650351e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106075 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -16504370.000000 Penalty: 3864.019531
	Iteration 15Q: 3 clusters Score -1.650437e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108151 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -16505172.000000 Penalty: 3864.019531
	Iteration 16Q: 3 clusters Score -1.650517e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110180 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -16505867.000000 Penalty: 3864.019531
	Iteration 17Q: 3 clusters Score -1.650587e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112167 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -16506622.000000 Penalty: 3864.019531
	Iteration 18Q: 3 clusters Score -1.650662e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -16507419.000000 Penalty: 3864.019531
	Iteration 19Q: 3 clusters Score -1.650742e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116075 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -16508139.000000 Penalty: 3864.019531
	Iteration 20F: 3 clusters Score -1.650814e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118002 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -16508819.000000 Penalty: 3864.019531
	Iteration 21Q: 3 clusters Score -1.650882e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119906 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -16509522.000000 Penalty: 3864.019531
	Iteration 22Q: 3 clusters Score -1.650952e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121860 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -16510238.000000 Penalty: 3864.019531
	Iteration 23Q: 3 clusters Score -1.651024e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123814 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -16511031.000000 Penalty: 3864.019531
	Iteration 24Q: 3 clusters Score -1.651103e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125749 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -16511859.000000 Penalty: 3864.019531
	Iteration 25Q: 3 clusters Score -1.651186e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127610 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -16512678.000000 Penalty: 3864.019531
	Iteration 26Q: 3 clusters Score -1.651268e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129439 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -16513314.000000 Penalty: 3864.019531
	Iteration 27Q: 3 clusters Score -1.651331e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131233 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -16514253.000000 Penalty: 3864.019531
	Iteration 28Q: 3 clusters Score -1.651425e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132963 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -16515142.000000 Penalty: 3864.019531
	Iteration 29Q: 3 clusters Score -1.651514e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134584 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -16515889.000000 Penalty: 3864.019531
	Iteration 30Q: 3 clusters Score -1.651589e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136102 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -16516650.000000 Penalty: 3864.019531
	Iteration 31Q: 3 clusters Score -1.651665e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137491 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -16517465.000000 Penalty: 3864.019531
	Iteration 32Q: 3 clusters Score -1.651746e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138755 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -16518135.000000 Penalty: 3864.019531
	Iteration 33Q: 3 clusters Score -1.651814e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139837 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -16518727.000000 Penalty: 3864.019531
	Iteration 34Q: 3 clusters Score -1.651873e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140756 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -16519196.000000 Penalty: 3864.019531
	Iteration 35Q: 3 clusters Score -1.65192e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141584 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -16519689.000000 Penalty: 3864.019531
	Iteration 36Q: 3 clusters Score -1.651969e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142278 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -16520095.000000 Penalty: 3864.019531
	Iteration 37Q: 3 clusters Score -1.65201e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142847 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -16520425.000000 Penalty: 3864.019531
	Iteration 38Q: 3 clusters Score -1.652042e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143292 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -16520684.000000 Penalty: 3864.019531
	Iteration 39Q: 3 clusters Score -1.652068e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143620 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -16520814.000000 Penalty: 3864.019531
	Iteration 40F: 3 clusters Score -1.652081e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143853 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -16520914.000000 Penalty: 3864.019531
	Iteration 41Q: 3 clusters Score -1.652091e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144062 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -16520984.000000 Penalty: 3864.019531
	Iteration 42Q: 3 clusters Score -1.652098e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144221 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -16521092.000000 Penalty: 3864.019531
	Iteration 43Q: 3 clusters Score -1.652109e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144337 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -16521175.000000 Penalty: 3864.019531
	Iteration 44Q: 3 clusters Score -1.652118e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144430 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -16521242.000000 Penalty: 3864.019531
	Iteration 45Q: 3 clusters Score -1.652124e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144496 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -16521283.000000 Penalty: 3864.019531
	Iteration 46Q: 3 clusters Score -1.652128e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144564 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -16521332.000000 Penalty: 3864.019531
	Iteration 47Q: 3 clusters Score -1.652133e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144634 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -16521376.000000 Penalty: 3864.019531
	Iteration 48Q: 3 clusters Score -1.652138e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144697 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -16521409.000000 Penalty: 3864.019531
	Iteration 49Q: 3 clusters Score -1.652141e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144755 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -16521457.000000 Penalty: 3864.019531
	Iteration 50Q: 3 clusters Score -1.652146e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144787 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -16521467.000000 Penalty: 3864.019531
	Iteration 51Q: 3 clusters Score -1.652147e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144814 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -16521464.000000 Penalty: 3864.019531
	Iteration 52Q: 3 clusters Score -1.652146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144833 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -16521503.000000 Penalty: 3864.019531
	Iteration 53Q: 3 clusters Score -1.65215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144856 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16521514.000000 Penalty: 3864.019531
	Iteration 54Q: 3 clusters Score -1.652151e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144878 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16521532.000000 Penalty: 3864.019531
	Iteration 55Q: 3 clusters Score -1.652153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144893 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -16521545.000000 Penalty: 3864.019531
	Iteration 56Q: 3 clusters Score -1.652154e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144912 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -16521553.000000 Penalty: 3864.019531
	Iteration 57Q: 3 clusters Score -1.652155e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144925 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -16521552.000000 Penalty: 3864.019531
	Iteration 58Q: 3 clusters Score -1.652155e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144936 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -16521560.000000 Penalty: 3864.019531
	Iteration 59Q: 3 clusters Score -1.652156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144945 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16521557.000000 Penalty: 3864.019531
	Iteration 60F: 3 clusters Score -1.652156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144953 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -16521556.000000 Penalty: 3864.019531
	Iteration 61Q: 3 clusters Score -1.652156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144963 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -16521561.000000 Penalty: 3864.019531
	Iteration 62Q: 3 clusters Score -1.652156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144972 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -16521548.000000 Penalty: 3864.019531
	Iteration 63Q: 3 clusters Score -1.652155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144986 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -16521566.000000 Penalty: 3864.019531
	Iteration 64Q: 3 clusters Score -1.652157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144997 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16521581.000000 Penalty: 3864.019531
	Iteration 65Q: 3 clusters Score -1.652158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145000 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -16521579.000000 Penalty: 3864.019531
	Iteration 66Q: 3 clusters Score -1.652158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144999 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -16521587.000000 Penalty: 3864.019531
	Iteration 67Q: 3 clusters Score -1.652159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144999 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -16521584.000000 Penalty: 3864.019531
	Iteration 68Q: 3 clusters Score -1.652158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145001 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16521580.000000 Penalty: 3864.019531
	Iteration 69Q: 3 clusters Score -1.652158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145003 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -16521587.000000 Penalty: 3864.019531
	Iteration 70Q: 3 clusters Score -1.652159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145004 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -16521585.000000 Penalty: 3864.019531
	Iteration 71Q: 3 clusters Score -1.652158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145006 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -16521590.000000 Penalty: 3864.019531
	Iteration 72Q: 3 clusters Score -1.652159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145006 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -16521590.000000 Penalty: 3864.019531
	Iteration 73Q: 3 clusters Score -1.652159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145005 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -16521597.000000 Penalty: 3864.019531
	Iteration 74Q: 3 clusters Score -1.65216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145005 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -16521597.000000 Penalty: 3864.019531
	Iteration 75F: 3 clusters Score -1.65216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Entering Unmasked Estep 
Score: -8682198.000000 Penalty: 1823.555176
	Iteration 0F: 2 clusters Score -8682198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -8632100.000000 Penalty: 3647.110352
	Iteration 0F: 3 clusters Score -8632100 nChanged 35608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -8652843.000000 Penalty: 3647.110352
	Iteration 1F: 3 clusters Score -8652843 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -8653947.000000 Penalty: 3647.110352
	Iteration 2Q: 3 clusters Score -8653947 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -8655863.000000 Penalty: 3647.110352
	Iteration 3F: 3 clusters Score -8655863 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -8659003.000000 Penalty: 3647.110352
	Iteration 4F: 3 clusters Score -8659003 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -8663953.000000 Penalty: 3647.110352
	Iteration 5F: 3 clusters Score -8663953 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -8669973.000000 Penalty: 3647.110352
	Iteration 6F: 3 clusters Score -8669973 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -8675807.000000 Penalty: 3647.110352
	Iteration 7F: 3 clusters Score -8675807 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -8679016.000000 Penalty: 3647.110352
	Iteration 8Q: 3 clusters Score -8679016 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -8679923.000000 Penalty: 3647.110352
	Iteration 9Q: 3 clusters Score -8679923 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -8680152.000000 Penalty: 3647.110352
	Iteration 10Q: 3 clusters Score -8680152 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -8680319.000000 Penalty: 3647.110352
	Iteration 11Q: 3 clusters Score -8680319 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 65732 members 
Entering Unmasked Estep 
Score: -8680432.000000 Penalty: 3647.110352
	Iteration 12Q: 3 clusters Score -8680432 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -8680459.000000 Penalty: 3647.110352
	Iteration 13Q: 3 clusters Score -8680459 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -8680494.000000 Penalty: 3647.110352
	Iteration 14Q: 3 clusters Score -8680494 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -8680523.000000 Penalty: 3647.110352
	Iteration 15Q: 3 clusters Score -8680523 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -8680513.000000 Penalty: 3647.110352
	Iteration 16Q: 3 clusters Score -8680513 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -8680530.000000 Penalty: 3647.110352
	Iteration 17Q: 3 clusters Score -8680530 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -8680532.000000 Penalty: 3647.110352
	Iteration 18Q: 3 clusters Score -8680532 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -8680538.000000 Penalty: 3647.110352
	Iteration 19Q: 3 clusters Score -8680538 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -8680556.000000 Penalty: 3647.110352
	Iteration 20F: 3 clusters Score -8680556 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -8680590.000000 Penalty: 3647.110352
	Iteration 21Q: 3 clusters Score -8680590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 66253 members 
Entering Unmasked Estep 
Score: -8680579.000000 Penalty: 3647.110352
	Iteration 22Q: 3 clusters Score -8680579 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -8680586.000000 Penalty: 3647.110352
	Iteration 23Q: 3 clusters Score -8680586 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -8680591.000000 Penalty: 3647.110352
	Iteration 24Q: 3 clusters Score -8680591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -8680598.000000 Penalty: 3647.110352
	Iteration 25Q: 3 clusters Score -8680598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -8680600.000000 Penalty: 3647.110352
	Iteration 26Q: 3 clusters Score -8680600 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 66439 members 
Entering Unmasked Estep 
Score: -8680604.000000 Penalty: 3647.110352
	Iteration 27Q: 3 clusters Score -8680604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -8680596.000000 Penalty: 3647.110352
	Iteration 28Q: 3 clusters Score -8680596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -8680603.000000 Penalty: 3647.110352
	Iteration 29Q: 3 clusters Score -8680603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -8680587.000000 Penalty: 3647.110352
	Iteration 30Q: 3 clusters Score -8680587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 66519 members 
Entering Unmasked Estep 
Score: -8680592.000000 Penalty: 3647.110352
	Iteration 31Q: 3 clusters Score -8680592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -8680602.000000 Penalty: 3647.110352
	Iteration 32Q: 3 clusters Score -8680602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 66556 members 
Entering Unmasked Estep 
Score: -8680603.000000 Penalty: 3647.110352
	Iteration 33Q: 3 clusters Score -8680603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 66579 members 
Entering Unmasked Estep 
Score: -8680608.000000 Penalty: 3647.110352
	Iteration 34Q: 3 clusters Score -8680608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -8680596.000000 Penalty: 3647.110352
	Iteration 35Q: 3 clusters Score -8680596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -8680604.000000 Penalty: 3647.110352
	Iteration 36Q: 3 clusters Score -8680604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -8680615.000000 Penalty: 3647.110352
	Iteration 37Q: 3 clusters Score -8680615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -8680613.000000 Penalty: 3647.110352
	Iteration 38Q: 3 clusters Score -8680613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 66658 members 
Entering Unmasked Estep 
Score: -8680620.000000 Penalty: 3647.110352
	Iteration 39Q: 3 clusters Score -8680620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -8680624.000000 Penalty: 3647.110352
	Iteration 40F: 3 clusters Score -8680624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -8680617.000000 Penalty: 3647.110352
	Iteration 41Q: 3 clusters Score -8680617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 66724 members 
Entering Unmasked Estep 
Score: -8680618.000000 Penalty: 3647.110352
	Iteration 42Q: 3 clusters Score -8680618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 66761 members 
Entering Unmasked Estep 
Score: -8680621.000000 Penalty: 3647.110352
	Iteration 43Q: 3 clusters Score -8680621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -8680635.000000 Penalty: 3647.110352
	Iteration 44Q: 3 clusters Score -8680635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -8680640.000000 Penalty: 3647.110352
	Iteration 45Q: 3 clusters Score -8680640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -8680627.000000 Penalty: 3647.110352
	Iteration 46Q: 3 clusters Score -8680627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -8680634.000000 Penalty: 3647.110352
	Iteration 47Q: 3 clusters Score -8680634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -8680632.000000 Penalty: 3647.110352
	Iteration 48Q: 3 clusters Score -8680632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 66866 members 
Entering Unmasked Estep 
Score: -8680629.000000 Penalty: 3647.110352
	Iteration 49Q: 3 clusters Score -8680629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -8680621.000000 Penalty: 3647.110352
	Iteration 50Q: 3 clusters Score -8680621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -8680630.000000 Penalty: 3647.110352
	Iteration 51Q: 3 clusters Score -8680630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -8680644.000000 Penalty: 3647.110352
	Iteration 52Q: 3 clusters Score -8680644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -8680651.000000 Penalty: 3647.110352
	Iteration 53Q: 3 clusters Score -8680651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -8680649.000000 Penalty: 3647.110352
	Iteration 54Q: 3 clusters Score -8680649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -8680641.000000 Penalty: 3647.110352
	Iteration 55Q: 3 clusters Score -8680641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -8680654.000000 Penalty: 3647.110352
	Iteration 56Q: 3 clusters Score -8680654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -8680654.000000 Penalty: 3647.110352
	Iteration 57Q: 3 clusters Score -8680654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -8680656.000000 Penalty: 3647.110352
	Iteration 58Q: 3 clusters Score -8680656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -8680648.000000 Penalty: 3647.110352
	Iteration 59Q: 3 clusters Score -8680648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -8680652.000000 Penalty: 3647.110352
	Iteration 60F: 3 clusters Score -8680652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -8680648.000000 Penalty: 3647.110352
	Iteration 61Q: 3 clusters Score -8680648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -8680659.000000 Penalty: 3647.110352
	Iteration 62Q: 3 clusters Score -8680659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -8680655.000000 Penalty: 3647.110352
	Iteration 63Q: 3 clusters Score -8680655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -8680655.000000 Penalty: 3647.110352
	Iteration 64Q: 3 clusters Score -8680655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -8680666.000000 Penalty: 3647.110352
	Iteration 65Q: 3 clusters Score -8680666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -8680660.000000 Penalty: 3647.110352
	Iteration 66Q: 3 clusters Score -8680660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -8680659.000000 Penalty: 3647.110352
	Iteration 67Q: 3 clusters Score -8680659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -8680665.000000 Penalty: 3647.110352
	Iteration 68Q: 3 clusters Score -8680665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -8680664.000000 Penalty: 3647.110352
	Iteration 69Q: 3 clusters Score -8680664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -8680664.000000 Penalty: 3647.110352
	Iteration 70Q: 3 clusters Score -8680664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -8680680.000000 Penalty: 3647.110352
	Iteration 71Q: 3 clusters Score -8680680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -8680670.000000 Penalty: 3647.110352
	Iteration 72Q: 3 clusters Score -8680670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -8680675.000000 Penalty: 3647.110352
	Iteration 73Q: 3 clusters Score -8680675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -8680665.000000 Penalty: 3647.110352
	Iteration 74Q: 3 clusters Score -8680665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -8680662.000000 Penalty: 3647.110352
	Iteration 75Q: 3 clusters Score -8680662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 67254 members 
Entering Unmasked Estep 
Score: -8680664.000000 Penalty: 3647.110352
	Iteration 76Q: 3 clusters Score -8680664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -8680666.000000 Penalty: 3647.110352
	Iteration 77Q: 3 clusters Score -8680666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 67272 members 
Entering Unmasked Estep 
Score: -8680663.000000 Penalty: 3647.110352
	Iteration 78Q: 3 clusters Score -8680663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -8680671.000000 Penalty: 3647.110352
	Iteration 79Q: 3 clusters Score -8680671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -8680669.000000 Penalty: 3647.110352
	Iteration 80F: 3 clusters Score -8680669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -8680662.000000 Penalty: 3647.110352
	Iteration 81Q: 3 clusters Score -8680662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 67289 members 
Entering Unmasked Estep 
Score: -8680670.000000 Penalty: 3647.110352
	Iteration 82Q: 3 clusters Score -8680670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 67291 members 
Entering Unmasked Estep 
Score: -8680671.000000 Penalty: 3647.110352
	Iteration 83Q: 3 clusters Score -8680671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 67291 members 
Entering Unmasked Estep 
Score: -8680671.000000 Penalty: 3647.110352
	Iteration 84F: 3 clusters Score -8680671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Entering Unmasked Estep 
Score: -1243815.500000 Penalty: 1508.205444
	Iteration 0F: 2 clusters Score -1243816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1236200.250000 Penalty: 3016.410889
	Iteration 0F: 3 clusters Score -1236200 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1238747.875000 Penalty: 3016.410889
	Iteration 1F: 3 clusters Score -1238748 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1239000.750000 Penalty: 3016.410889
	Iteration 2F: 3 clusters Score -1239001 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1239212.500000 Penalty: 3016.410889
	Iteration 3Q: 3 clusters Score -1239212 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1239422.875000 Penalty: 3016.410889
	Iteration 4Q: 3 clusters Score -1239423 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1239622.125000 Penalty: 3016.410889
	Iteration 5Q: 3 clusters Score -1239622 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1239844.250000 Penalty: 3016.410889
	Iteration 6Q: 3 clusters Score -1239844 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1240087.000000 Penalty: 3016.410889
	Iteration 7Q: 3 clusters Score -1240087 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1240372.125000 Penalty: 3016.410889
	Iteration 8Q: 3 clusters Score -1240372 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1240715.125000 Penalty: 3016.410889
	Iteration 9Q: 3 clusters Score -1240715 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1241050.625000 Penalty: 3016.410889
	Iteration 10Q: 3 clusters Score -1241051 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1241363.625000 Penalty: 3016.410889
	Iteration 11Q: 3 clusters Score -1241364 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1241633.875000 Penalty: 3016.410889
	Iteration 12Q: 3 clusters Score -1241634 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1241858.750000 Penalty: 3016.410889
	Iteration 13Q: 3 clusters Score -1241859 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1242037.500000 Penalty: 3016.410889
	Iteration 14Q: 3 clusters Score -1242038 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1242178.000000 Penalty: 3016.410889
	Iteration 15Q: 3 clusters Score -1242178 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1242286.375000 Penalty: 3016.410889
	Iteration 16Q: 3 clusters Score -1242286 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1242360.000000 Penalty: 3016.410889
	Iteration 17Q: 3 clusters Score -1242360 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1242411.500000 Penalty: 3016.410889
	Iteration 18Q: 3 clusters Score -1242412 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1242456.625000 Penalty: 3016.410889
	Iteration 19Q: 3 clusters Score -1242457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1242479.125000 Penalty: 3016.410889
	Iteration 20F: 3 clusters Score -1242479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1242489.250000 Penalty: 3016.410889
	Iteration 21Q: 3 clusters Score -1242489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1242507.125000 Penalty: 3016.410889
	Iteration 22Q: 3 clusters Score -1242507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1242515.500000 Penalty: 3016.410889
	Iteration 23Q: 3 clusters Score -1242516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1242523.000000 Penalty: 3016.410889
	Iteration 24Q: 3 clusters Score -1242523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1242531.250000 Penalty: 3016.410889
	Iteration 25Q: 3 clusters Score -1242531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1242536.500000 Penalty: 3016.410889
	Iteration 26Q: 3 clusters Score -1242536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1242542.750000 Penalty: 3016.410889
	Iteration 27Q: 3 clusters Score -1242543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1242549.125000 Penalty: 3016.410889
	Iteration 28Q: 3 clusters Score -1242549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1242551.250000 Penalty: 3016.410889
	Iteration 29Q: 3 clusters Score -1242551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1242552.750000 Penalty: 3016.410889
	Iteration 30Q: 3 clusters Score -1242553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1242559.500000 Penalty: 3016.410889
	Iteration 31Q: 3 clusters Score -1242560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1242561.500000 Penalty: 3016.410889
	Iteration 32Q: 3 clusters Score -1242562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1242562.250000 Penalty: 3016.410889
	Iteration 33Q: 3 clusters Score -1242562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1242563.500000 Penalty: 3016.410889
	Iteration 34Q: 3 clusters Score -1242564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1242565.875000 Penalty: 3016.410889
	Iteration 35Q: 3 clusters Score -1242566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1242565.875000 Penalty: 3016.410889
	Iteration 36F: 3 clusters Score -1242566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Entering Unmasked Estep 
Score: -5309637.500000 Penalty: 1745.675171
	Iteration 0F: 2 clusters Score -5309638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -5278588.000000 Penalty: 3491.350342
	Iteration 0F: 3 clusters Score -5278588 nChanged 21834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -5291024.500000 Penalty: 3491.350342
	Iteration 1F: 3 clusters Score -5291024 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -5291550.000000 Penalty: 3491.350342
	Iteration 2Q: 3 clusters Score -5291550 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -5292288.500000 Penalty: 3491.350342
	Iteration 3Q: 3 clusters Score -5292288 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -5293445.500000 Penalty: 3491.350342
	Iteration 4Q: 3 clusters Score -5293446 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -5295434.500000 Penalty: 3491.350342
	Iteration 5F: 3 clusters Score -5295434 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -5298324.500000 Penalty: 3491.350342
	Iteration 6F: 3 clusters Score -5298324 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -5301497.000000 Penalty: 3491.350342
	Iteration 7F: 3 clusters Score -5301497 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -5304137.500000 Penalty: 3491.350342
	Iteration 8F: 3 clusters Score -5304138 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -5305912.000000 Penalty: 3491.350342
	Iteration 9Q: 3 clusters Score -5305912 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -5306994.500000 Penalty: 3491.350342
	Iteration 10Q: 3 clusters Score -5306994 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -5307560.500000 Penalty: 3491.350342
	Iteration 11Q: 3 clusters Score -5307560 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -5307805.000000 Penalty: 3491.350342
	Iteration 12Q: 3 clusters Score -5307805 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -5307913.500000 Penalty: 3491.350342
	Iteration 13Q: 3 clusters Score -5307914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -5307987.500000 Penalty: 3491.350342
	Iteration 14Q: 3 clusters Score -5307988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -5308020.500000 Penalty: 3491.350342
	Iteration 15Q: 3 clusters Score -5308020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -5308036.000000 Penalty: 3491.350342
	Iteration 16Q: 3 clusters Score -5308036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -5308058.500000 Penalty: 3491.350342
	Iteration 17Q: 3 clusters Score -5308058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -5308062.500000 Penalty: 3491.350342
	Iteration 18Q: 3 clusters Score -5308062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -5308068.500000 Penalty: 3491.350342
	Iteration 19Q: 3 clusters Score -5308068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -5308073.000000 Penalty: 3491.350342
	Iteration 20F: 3 clusters Score -5308073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -5308082.500000 Penalty: 3491.350342
	Iteration 21Q: 3 clusters Score -5308082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -5308080.000000 Penalty: 3491.350342
	Iteration 22Q: 3 clusters Score -5308080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -5308093.000000 Penalty: 3491.350342
	Iteration 23Q: 3 clusters Score -5308093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -5308098.500000 Penalty: 3491.350342
	Iteration 24Q: 3 clusters Score -5308098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -5308096.000000 Penalty: 3491.350342
	Iteration 25Q: 3 clusters Score -5308096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -5308101.000000 Penalty: 3491.350342
	Iteration 26Q: 3 clusters Score -5308101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -5308106.500000 Penalty: 3491.350342
	Iteration 27Q: 3 clusters Score -5308106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -5308111.500000 Penalty: 3491.350342
	Iteration 28Q: 3 clusters Score -5308112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -5308111.000000 Penalty: 3491.350342
	Iteration 29Q: 3 clusters Score -5308111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -5308109.500000 Penalty: 3491.350342
	Iteration 30Q: 3 clusters Score -5308110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -5308112.000000 Penalty: 3491.350342
	Iteration 31Q: 3 clusters Score -5308112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -5308115.500000 Penalty: 3491.350342
	Iteration 32Q: 3 clusters Score -5308116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -5308115.500000 Penalty: 3491.350342
	Iteration 33F: 3 clusters Score -5308116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -97507.468750 Penalty: 1116.045776
	Iteration 0F: 2 clusters Score -97507.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96126.781250 Penalty: 2232.091553
	Iteration 0F: 3 clusters Score -96126.78 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -96590.820312 Penalty: 2232.091553
	Iteration 1F: 3 clusters Score -96590.82 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -96775.851562 Penalty: 2232.091553
	Iteration 2F: 3 clusters Score -96775.85 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -96908.054688 Penalty: 2232.091553
	Iteration 3F: 3 clusters Score -96908.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -96981.937500 Penalty: 2232.091553
	Iteration 4Q: 3 clusters Score -96981.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -97027.687500 Penalty: 2232.091553
	Iteration 5Q: 3 clusters Score -97027.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -97046.507812 Penalty: 2232.091553
	Iteration 6Q: 3 clusters Score -97046.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -97060.804688 Penalty: 2232.091553
	Iteration 7Q: 3 clusters Score -97060.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -97067.640625 Penalty: 2232.091553
	Iteration 8Q: 3 clusters Score -97067.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -97071.093750 Penalty: 2232.091553
	Iteration 9Q: 3 clusters Score -97071.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -97072.679688 Penalty: 2232.091553
	Iteration 10Q: 3 clusters Score -97072.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -97076.914062 Penalty: 2232.091553
	Iteration 11Q: 3 clusters Score -97076.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -97078.851562 Penalty: 2232.091553
	Iteration 12Q: 3 clusters Score -97078.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -97078.851562 Penalty: 2232.091553
	Iteration 13F: 3 clusters Score -97078.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Entering Unmasked Estep 
Score: -4235141.500000 Penalty: 1714.781250
	Iteration 0F: 2 clusters Score -4235142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4209521.500000 Penalty: 3429.562500
	Iteration 0F: 3 clusters Score -4209522 nChanged 17798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -4219494.500000 Penalty: 3429.562500
	Iteration 1F: 3 clusters Score -4219494 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -4219928.500000 Penalty: 3429.562500
	Iteration 2Q: 3 clusters Score -4219928 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -4220372.500000 Penalty: 3429.562500
	Iteration 3Q: 3 clusters Score -4220372 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -4220815.500000 Penalty: 3429.562500
	Iteration 4Q: 3 clusters Score -4220816 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -4221327.500000 Penalty: 3429.562500
	Iteration 5Q: 3 clusters Score -4221328 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -4221821.500000 Penalty: 3429.562500
	Iteration 6Q: 3 clusters Score -4221822 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -4222326.000000 Penalty: 3429.562500
	Iteration 7Q: 3 clusters Score -4222326 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4222834.000000 Penalty: 3429.562500
	Iteration 8Q: 3 clusters Score -4222834 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -4223345.500000 Penalty: 3429.562500
	Iteration 9Q: 3 clusters Score -4223346 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -4223854.000000 Penalty: 3429.562500
	Iteration 10Q: 3 clusters Score -4223854 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -4224331.000000 Penalty: 3429.562500
	Iteration 11Q: 3 clusters Score -4224331 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -4224883.500000 Penalty: 3429.562500
	Iteration 12Q: 3 clusters Score -4224884 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -4225445.000000 Penalty: 3429.562500
	Iteration 13Q: 3 clusters Score -4225445 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -4226028.500000 Penalty: 3429.562500
	Iteration 14Q: 3 clusters Score -4226028 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4226628.500000 Penalty: 3429.562500
	Iteration 15Q: 3 clusters Score -4226628 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -4227178.000000 Penalty: 3429.562500
	Iteration 16Q: 3 clusters Score -4227178 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -4227564.500000 Penalty: 3429.562500
	Iteration 17Q: 3 clusters Score -4227564 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -4227838.500000 Penalty: 3429.562500
	Iteration 18Q: 3 clusters Score -4227838 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -4227979.500000 Penalty: 3429.562500
	Iteration 19Q: 3 clusters Score -4227980 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -4228086.000000 Penalty: 3429.562500
	Iteration 20F: 3 clusters Score -4228086 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -4228169.500000 Penalty: 3429.562500
	Iteration 21Q: 3 clusters Score -4228170 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -4228272.000000 Penalty: 3429.562500
	Iteration 22Q: 3 clusters Score -4228272 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4228321.500000 Penalty: 3429.562500
	Iteration 23Q: 3 clusters Score -4228322 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -4228391.500000 Penalty: 3429.562500
	Iteration 24Q: 3 clusters Score -4228392 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4228458.000000 Penalty: 3429.562500
	Iteration 25Q: 3 clusters Score -4228458 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -4228518.000000 Penalty: 3429.562500
	Iteration 26Q: 3 clusters Score -4228518 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4228603.500000 Penalty: 3429.562500
	Iteration 27Q: 3 clusters Score -4228604 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4228684.000000 Penalty: 3429.562500
	Iteration 28Q: 3 clusters Score -4228684 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -4228745.000000 Penalty: 3429.562500
	Iteration 29Q: 3 clusters Score -4228745 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -4228850.000000 Penalty: 3429.562500
	Iteration 30Q: 3 clusters Score -4228850 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -4228932.500000 Penalty: 3429.562500
	Iteration 31Q: 3 clusters Score -4228932 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -4229059.000000 Penalty: 3429.562500
	Iteration 32Q: 3 clusters Score -4229059 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -4229151.500000 Penalty: 3429.562500
	Iteration 33Q: 3 clusters Score -4229152 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -4229266.000000 Penalty: 3429.562500
	Iteration 34Q: 3 clusters Score -4229266 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -4229390.000000 Penalty: 3429.562500
	Iteration 35Q: 3 clusters Score -4229390 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4229521.000000 Penalty: 3429.562500
	Iteration 36Q: 3 clusters Score -4229521 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -4229644.500000 Penalty: 3429.562500
	Iteration 37Q: 3 clusters Score -4229644 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -4229795.000000 Penalty: 3429.562500
	Iteration 38Q: 3 clusters Score -4229795 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -4229960.500000 Penalty: 3429.562500
	Iteration 39Q: 3 clusters Score -4229960 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -4230118.500000 Penalty: 3429.562500
	Iteration 40F: 3 clusters Score -4230118 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -4230332.500000 Penalty: 3429.562500
	Iteration 41Q: 3 clusters Score -4230332 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -4230528.000000 Penalty: 3429.562500
	Iteration 42Q: 3 clusters Score -4230528 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -4230728.000000 Penalty: 3429.562500
	Iteration 43Q: 3 clusters Score -4230728 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -4230926.000000 Penalty: 3429.562500
	Iteration 44Q: 3 clusters Score -4230926 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -4231110.500000 Penalty: 3429.562500
	Iteration 45Q: 3 clusters Score -4231110 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -4231324.000000 Penalty: 3429.562500
	Iteration 46Q: 3 clusters Score -4231324 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -4231507.000000 Penalty: 3429.562500
	Iteration 47Q: 3 clusters Score -4231507 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -4231706.000000 Penalty: 3429.562500
	Iteration 48Q: 3 clusters Score -4231706 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -4231874.000000 Penalty: 3429.562500
	Iteration 49Q: 3 clusters Score -4231874 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4232056.000000 Penalty: 3429.562500
	Iteration 50Q: 3 clusters Score -4232056 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -4232233.000000 Penalty: 3429.562500
	Iteration 51Q: 3 clusters Score -4232233 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -4232381.500000 Penalty: 3429.562500
	Iteration 52Q: 3 clusters Score -4232382 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4232574.000000 Penalty: 3429.562500
	Iteration 53Q: 3 clusters Score -4232574 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4232760.500000 Penalty: 3429.562500
	Iteration 54Q: 3 clusters Score -4232760 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4232925.000000 Penalty: 3429.562500
	Iteration 55Q: 3 clusters Score -4232925 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4233073.000000 Penalty: 3429.562500
	Iteration 56Q: 3 clusters Score -4233073 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4233190.000000 Penalty: 3429.562500
	Iteration 57Q: 3 clusters Score -4233190 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4233280.500000 Penalty: 3429.562500
	Iteration 58Q: 3 clusters Score -4233280 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4233378.500000 Penalty: 3429.562500
	Iteration 59Q: 3 clusters Score -4233378 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4233446.000000 Penalty: 3429.562500
	Iteration 60F: 3 clusters Score -4233446 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4233537.000000 Penalty: 3429.562500
	Iteration 61Q: 3 clusters Score -4233537 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4233628.000000 Penalty: 3429.562500
	Iteration 62Q: 3 clusters Score -4233628 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4233699.000000 Penalty: 3429.562500
	Iteration 63Q: 3 clusters Score -4233699 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4233756.500000 Penalty: 3429.562500
	Iteration 64Q: 3 clusters Score -4233756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4233807.500000 Penalty: 3429.562500
	Iteration 65Q: 3 clusters Score -4233808 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4233867.000000 Penalty: 3429.562500
	Iteration 66Q: 3 clusters Score -4233867 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4233918.500000 Penalty: 3429.562500
	Iteration 67Q: 3 clusters Score -4233918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4233948.000000 Penalty: 3429.562500
	Iteration 68Q: 3 clusters Score -4233948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4233987.500000 Penalty: 3429.562500
	Iteration 69Q: 3 clusters Score -4233988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4234011.500000 Penalty: 3429.562500
	Iteration 70Q: 3 clusters Score -4234012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4234036.500000 Penalty: 3429.562500
	Iteration 71Q: 3 clusters Score -4234036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4234074.000000 Penalty: 3429.562500
	Iteration 72Q: 3 clusters Score -4234074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4234098.500000 Penalty: 3429.562500
	Iteration 73Q: 3 clusters Score -4234098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4234111.500000 Penalty: 3429.562500
	Iteration 74Q: 3 clusters Score -4234112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4234132.500000 Penalty: 3429.562500
	Iteration 75Q: 3 clusters Score -4234132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4234163.500000 Penalty: 3429.562500
	Iteration 76Q: 3 clusters Score -4234164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4234181.000000 Penalty: 3429.562500
	Iteration 77Q: 3 clusters Score -4234181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4234203.500000 Penalty: 3429.562500
	Iteration 78Q: 3 clusters Score -4234204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4234206.000000 Penalty: 3429.562500
	Iteration 79Q: 3 clusters Score -4234206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4234222.000000 Penalty: 3429.562500
	Iteration 80F: 3 clusters Score -4234222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4234221.500000 Penalty: 3429.562500
	Iteration 81Q: 3 clusters Score -4234222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4234229.000000 Penalty: 3429.562500
	Iteration 82Q: 3 clusters Score -4234229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4234231.000000 Penalty: 3429.562500
	Iteration 83Q: 3 clusters Score -4234231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4234231.000000 Penalty: 3429.562500
	Iteration 84F: 3 clusters Score -4234231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Entering Unmasked Estep 
Score: -2177955.750000 Penalty: 1599.934814
	Iteration 0F: 2 clusters Score -2177956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2165106.750000 Penalty: 3199.869629
	Iteration 0F: 3 clusters Score -2165107 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2169555.250000 Penalty: 3199.869629
	Iteration 1F: 3 clusters Score -2169555 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2169856.250000 Penalty: 3199.869629
	Iteration 2Q: 3 clusters Score -2169856 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2170141.500000 Penalty: 3199.869629
	Iteration 3Q: 3 clusters Score -2170142 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2170447.250000 Penalty: 3199.869629
	Iteration 4Q: 3 clusters Score -2170447 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2170783.750000 Penalty: 3199.869629
	Iteration 5Q: 3 clusters Score -2170784 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2171224.250000 Penalty: 3199.869629
	Iteration 6Q: 3 clusters Score -2171224 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2171871.500000 Penalty: 3199.869629
	Iteration 7F: 3 clusters Score -2171872 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2172794.500000 Penalty: 3199.869629
	Iteration 8F: 3 clusters Score -2172794 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2173797.000000 Penalty: 3199.869629
	Iteration 9F: 3 clusters Score -2173797 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2174634.000000 Penalty: 3199.869629
	Iteration 10F: 3 clusters Score -2174634 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2175301.500000 Penalty: 3199.869629
	Iteration 11Q: 3 clusters Score -2175302 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2175718.500000 Penalty: 3199.869629
	Iteration 12Q: 3 clusters Score -2175718 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2176027.000000 Penalty: 3199.869629
	Iteration 13Q: 3 clusters Score -2176027 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2176255.000000 Penalty: 3199.869629
	Iteration 14Q: 3 clusters Score -2176255 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2176377.250000 Penalty: 3199.869629
	Iteration 15Q: 3 clusters Score -2176377 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2176446.500000 Penalty: 3199.869629
	Iteration 16Q: 3 clusters Score -2176446 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2176489.000000 Penalty: 3199.869629
	Iteration 17Q: 3 clusters Score -2176489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2176526.500000 Penalty: 3199.869629
	Iteration 18Q: 3 clusters Score -2176526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2176543.000000 Penalty: 3199.869629
	Iteration 19Q: 3 clusters Score -2176543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2176556.000000 Penalty: 3199.869629
	Iteration 20F: 3 clusters Score -2176556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2176561.750000 Penalty: 3199.869629
	Iteration 21Q: 3 clusters Score -2176562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2176568.250000 Penalty: 3199.869629
	Iteration 22Q: 3 clusters Score -2176568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2176573.000000 Penalty: 3199.869629
	Iteration 23Q: 3 clusters Score -2176573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2176573.750000 Penalty: 3199.869629
	Iteration 24Q: 3 clusters Score -2176574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2176581.750000 Penalty: 3199.869629
	Iteration 25Q: 3 clusters Score -2176582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2176582.500000 Penalty: 3199.869629
	Iteration 26Q: 3 clusters Score -2176582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2176585.750000 Penalty: 3199.869629
	Iteration 27Q: 3 clusters Score -2176586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2176587.500000 Penalty: 3199.869629
	Iteration 28Q: 3 clusters Score -2176588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2176590.750000 Penalty: 3199.869629
	Iteration 29Q: 3 clusters Score -2176591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2176600.500000 Penalty: 3199.869629
	Iteration 30Q: 3 clusters Score -2176600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2176610.750000 Penalty: 3199.869629
	Iteration 31Q: 3 clusters Score -2176611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2176621.500000 Penalty: 3199.869629
	Iteration 32Q: 3 clusters Score -2176622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2176624.750000 Penalty: 3199.869629
	Iteration 33Q: 3 clusters Score -2176625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2176622.500000 Penalty: 3199.869629
	Iteration 34Q: 3 clusters Score -2176622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2176625.750000 Penalty: 3199.869629
	Iteration 35Q: 3 clusters Score -2176626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2176625.750000 Penalty: 3199.869629
	Iteration 36F: 3 clusters Score -2176626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Entering Unmasked Estep 
Score: -420777.718750 Penalty: 1335.902954
	Iteration 0F: 2 clusters Score -420777.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -417587.312500 Penalty: 2671.805908
	Iteration 0F: 3 clusters Score -417587.3 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -418416.000000 Penalty: 2671.805908
	Iteration 1F: 3 clusters Score -418416 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -418608.375000 Penalty: 2671.805908
	Iteration 2F: 3 clusters Score -418608.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -418723.781250 Penalty: 2671.805908
	Iteration 3F: 3 clusters Score -418723.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -418773.875000 Penalty: 2671.805908
	Iteration 4Q: 3 clusters Score -418773.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -418818.843750 Penalty: 2671.805908
	Iteration 5Q: 3 clusters Score -418818.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -418858.437500 Penalty: 2671.805908
	Iteration 6Q: 3 clusters Score -418858.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -418889.812500 Penalty: 2671.805908
	Iteration 7Q: 3 clusters Score -418889.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -418924.750000 Penalty: 2671.805908
	Iteration 8Q: 3 clusters Score -418924.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -418966.593750 Penalty: 2671.805908
	Iteration 9Q: 3 clusters Score -418966.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -419020.562500 Penalty: 2671.805908
	Iteration 10Q: 3 clusters Score -419020.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -419089.375000 Penalty: 2671.805908
	Iteration 11Q: 3 clusters Score -419089.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -419173.656250 Penalty: 2671.805908
	Iteration 12Q: 3 clusters Score -419173.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -419280.031250 Penalty: 2671.805908
	Iteration 13Q: 3 clusters Score -419280 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -419388.625000 Penalty: 2671.805908
	Iteration 14Q: 3 clusters Score -419388.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -419508.687500 Penalty: 2671.805908
	Iteration 15Q: 3 clusters Score -419508.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -419602.625000 Penalty: 2671.805908
	Iteration 16Q: 3 clusters Score -419602.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -419695.343750 Penalty: 2671.805908
	Iteration 17Q: 3 clusters Score -419695.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -419782.906250 Penalty: 2671.805908
	Iteration 18Q: 3 clusters Score -419782.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -419849.656250 Penalty: 2671.805908
	Iteration 19Q: 3 clusters Score -419849.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -419898.968750 Penalty: 2671.805908
	Iteration 20F: 3 clusters Score -419899 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -419925.718750 Penalty: 2671.805908
	Iteration 21Q: 3 clusters Score -419925.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -419946.937500 Penalty: 2671.805908
	Iteration 22Q: 3 clusters Score -419946.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -419967.375000 Penalty: 2671.805908
	Iteration 23Q: 3 clusters Score -419967.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -419989.625000 Penalty: 2671.805908
	Iteration 24Q: 3 clusters Score -419989.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -420001.687500 Penalty: 2671.805908
	Iteration 25Q: 3 clusters Score -420001.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -420010.187500 Penalty: 2671.805908
	Iteration 26Q: 3 clusters Score -420010.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -420014.531250 Penalty: 2671.805908
	Iteration 27Q: 3 clusters Score -420014.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -420017.437500 Penalty: 2671.805908
	Iteration 28Q: 3 clusters Score -420017.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -420021.937500 Penalty: 2671.805908
	Iteration 29Q: 3 clusters Score -420021.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -420026.187500 Penalty: 2671.805908
	Iteration 30Q: 3 clusters Score -420026.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -420027.437500 Penalty: 2671.805908
	Iteration 31Q: 3 clusters Score -420027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -420029.125000 Penalty: 2671.805908
	Iteration 32Q: 3 clusters Score -420029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -420029.343750 Penalty: 2671.805908
	Iteration 33Q: 3 clusters Score -420029.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -420030.187500 Penalty: 2671.805908
	Iteration 34Q: 3 clusters Score -420030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -420030.531250 Penalty: 2671.805908
	Iteration 35Q: 3 clusters Score -420030.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -420030.531250 Penalty: 2671.805908
	Iteration 36F: 3 clusters Score -420030.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (92301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92301 members 
Entering Unmasked Estep 
Score: -10652931.000000 Penalty: 1857.831543
	Iteration 0F: 2 clusters Score -1.065293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -10592223.000000 Penalty: 3715.663086
	Iteration 0F: 3 clusters Score -1.059222e+07 nChanged 44132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -10617976.000000 Penalty: 3715.663086
	Iteration 1F: 3 clusters Score -1.061798e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -10618960.000000 Penalty: 3715.663086
	Iteration 2Q: 3 clusters Score -1.061896e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -10620373.000000 Penalty: 3715.663086
	Iteration 3Q: 3 clusters Score -1.062037e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58193 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -10622793.000000 Penalty: 3715.663086
	Iteration 4Q: 3 clusters Score -1.062279e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -10626863.000000 Penalty: 3715.663086
	Iteration 5F: 3 clusters Score -1.062686e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -10633132.000000 Penalty: 3715.663086
	Iteration 6F: 3 clusters Score -1.063313e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -10640601.000000 Penalty: 3715.663086
	Iteration 7F: 3 clusters Score -1.06406e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86388 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -10646370.000000 Penalty: 3715.663086
	Iteration 8F: 3 clusters Score -1.064637e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89873 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -10649309.000000 Penalty: 3715.663086
	Iteration 9Q: 3 clusters Score -1.064931e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91295 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -10650491.000000 Penalty: 3715.663086
	Iteration 10Q: 3 clusters Score -1.065049e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91790 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10650955.000000 Penalty: 3715.663086
	Iteration 11Q: 3 clusters Score -1.065096e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91954 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10651128.000000 Penalty: 3715.663086
	Iteration 12Q: 3 clusters Score -1.065113e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92012 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10651192.000000 Penalty: 3715.663086
	Iteration 13Q: 3 clusters Score -1.065119e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92044 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10651256.000000 Penalty: 3715.663086
	Iteration 14Q: 3 clusters Score -1.065126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10651283.000000 Penalty: 3715.663086
	Iteration 15Q: 3 clusters Score -1.065128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92070 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10651309.000000 Penalty: 3715.663086
	Iteration 16Q: 3 clusters Score -1.065131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92074 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10651316.000000 Penalty: 3715.663086
	Iteration 17Q: 3 clusters Score -1.065132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92079 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10651327.000000 Penalty: 3715.663086
	Iteration 18Q: 3 clusters Score -1.065133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92079 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10651324.000000 Penalty: 3715.663086
	Iteration 19Q: 3 clusters Score -1.065132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10651333.000000 Penalty: 3715.663086
	Iteration 20F: 3 clusters Score -1.065133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10651338.000000 Penalty: 3715.663086
	Iteration 21Q: 3 clusters Score -1.065134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92085 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10651330.000000 Penalty: 3715.663086
	Iteration 22Q: 3 clusters Score -1.065133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92086 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10651334.000000 Penalty: 3715.663086
	Iteration 23Q: 3 clusters Score -1.065133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92087 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10651339.000000 Penalty: 3715.663086
	Iteration 24Q: 3 clusters Score -1.065134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92087 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10651339.000000 Penalty: 3715.663086
	Iteration 25F: 3 clusters Score -1.065134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Entering Unmasked Estep 
Score: -1202731.750000 Penalty: 1505.396118
	Iteration 0F: 2 clusters Score -1202732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1195136.000000 Penalty: 3010.792236
	Iteration 0F: 3 clusters Score -1195136 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1197770.000000 Penalty: 3010.792236
	Iteration 1F: 3 clusters Score -1197770 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1198177.000000 Penalty: 3010.792236
	Iteration 2F: 3 clusters Score -1198177 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1198645.375000 Penalty: 3010.792236
	Iteration 3F: 3 clusters Score -1198645 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1199130.750000 Penalty: 3010.792236
	Iteration 4F: 3 clusters Score -1199131 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1199629.000000 Penalty: 3010.792236
	Iteration 5F: 3 clusters Score -1199629 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1200099.375000 Penalty: 3010.792236
	Iteration 6F: 3 clusters Score -1200099 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1200552.250000 Penalty: 3010.792236
	Iteration 7F: 3 clusters Score -1200552 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1200892.750000 Penalty: 3010.792236
	Iteration 8Q: 3 clusters Score -1200893 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1201107.250000 Penalty: 3010.792236
	Iteration 9Q: 3 clusters Score -1201107 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1201202.750000 Penalty: 3010.792236
	Iteration 10Q: 3 clusters Score -1201203 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1201245.250000 Penalty: 3010.792236
	Iteration 11Q: 3 clusters Score -1201245 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1201269.000000 Penalty: 3010.792236
	Iteration 12Q: 3 clusters Score -1201269 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1201289.250000 Penalty: 3010.792236
	Iteration 13Q: 3 clusters Score -1201289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1201296.625000 Penalty: 3010.792236
	Iteration 14Q: 3 clusters Score -1201297 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1201308.875000 Penalty: 3010.792236
	Iteration 15Q: 3 clusters Score -1201309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1201316.000000 Penalty: 3010.792236
	Iteration 16Q: 3 clusters Score -1201316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1201319.500000 Penalty: 3010.792236
	Iteration 17Q: 3 clusters Score -1201320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1201322.000000 Penalty: 3010.792236
	Iteration 18Q: 3 clusters Score -1201322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1201325.875000 Penalty: 3010.792236
	Iteration 19Q: 3 clusters Score -1201326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1201332.375000 Penalty: 3010.792236
	Iteration 20F: 3 clusters Score -1201332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1201333.375000 Penalty: 3010.792236
	Iteration 21Q: 3 clusters Score -1201333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1201336.375000 Penalty: 3010.792236
	Iteration 22Q: 3 clusters Score -1201336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1201342.750000 Penalty: 3010.792236
	Iteration 23Q: 3 clusters Score -1201343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1201341.750000 Penalty: 3010.792236
	Iteration 24Q: 3 clusters Score -1201342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1201342.375000 Penalty: 3010.792236
	Iteration 25Q: 3 clusters Score -1201342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1201341.625000 Penalty: 3010.792236
	Iteration 26Q: 3 clusters Score -1201342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1201342.125000 Penalty: 3010.792236
	Iteration 27Q: 3 clusters Score -1201342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1201341.750000 Penalty: 3010.792236
	Iteration 28Q: 3 clusters Score -1201342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1201342.500000 Penalty: 3010.792236
	Iteration 29Q: 3 clusters Score -1201342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1201344.125000 Penalty: 3010.792236
	Iteration 30Q: 3 clusters Score -1201344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1201342.500000 Penalty: 3010.792236
	Iteration 31Q: 3 clusters Score -1201342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1201342.250000 Penalty: 3010.792236
	Iteration 32Q: 3 clusters Score -1201342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1201345.375000 Penalty: 3010.792236
	Iteration 33Q: 3 clusters Score -1201345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1201347.375000 Penalty: 3010.792236
	Iteration 34Q: 3 clusters Score -1201347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1201347.625000 Penalty: 3010.792236
	Iteration 35Q: 3 clusters Score -1201348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1201347.375000 Penalty: 3010.792236
	Iteration 36Q: 3 clusters Score -1201347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1201347.500000 Penalty: 3010.792236
	Iteration 37Q: 3 clusters Score -1201348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1201349.375000 Penalty: 3010.792236
	Iteration 38Q: 3 clusters Score -1201349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1201347.625000 Penalty: 3010.792236
	Iteration 39Q: 3 clusters Score -1201348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1201347.250000 Penalty: 3010.792236
	Iteration 40F: 3 clusters Score -1201347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1201350.375000 Penalty: 3010.792236
	Iteration 41Q: 3 clusters Score -1201350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1201349.000000 Penalty: 3010.792236
	Iteration 42Q: 3 clusters Score -1201349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1201348.500000 Penalty: 3010.792236
	Iteration 43Q: 3 clusters Score -1201348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1201348.250000 Penalty: 3010.792236
	Iteration 44Q: 3 clusters Score -1201348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1201351.250000 Penalty: 3010.792236
	Iteration 45Q: 3 clusters Score -1201351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1201350.500000 Penalty: 3010.792236
	Iteration 46Q: 3 clusters Score -1201350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1201353.250000 Penalty: 3010.792236
	Iteration 47Q: 3 clusters Score -1201353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1201353.625000 Penalty: 3010.792236
	Iteration 48Q: 3 clusters Score -1201354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1201355.750000 Penalty: 3010.792236
	Iteration 49Q: 3 clusters Score -1201356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1201355.750000 Penalty: 3010.792236
	Iteration 50Q: 3 clusters Score -1201356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1201355.500000 Penalty: 3010.792236
	Iteration 51Q: 3 clusters Score -1201356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1201356.000000 Penalty: 3010.792236
	Iteration 52Q: 3 clusters Score -1201356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1201355.125000 Penalty: 3010.792236
	Iteration 53Q: 3 clusters Score -1201355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1201353.500000 Penalty: 3010.792236
	Iteration 54Q: 3 clusters Score -1201354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1201353.500000 Penalty: 3010.792236
	Iteration 55F: 3 clusters Score -1201354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -332306.375000 Penalty: 1305.258545
	Iteration 0F: 2 clusters Score -332306.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -329500.718750 Penalty: 2610.517090
	Iteration 0F: 3 clusters Score -329500.7 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -330220.500000 Penalty: 2610.517090
	Iteration 1F: 3 clusters Score -330220.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -330370.656250 Penalty: 2610.517090
	Iteration 2F: 3 clusters Score -330370.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -330490.656250 Penalty: 2610.517090
	Iteration 3F: 3 clusters Score -330490.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -330616.250000 Penalty: 2610.517090
	Iteration 4Q: 3 clusters Score -330616.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -330770.406250 Penalty: 2610.517090
	Iteration 5Q: 3 clusters Score -330770.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -330939.375000 Penalty: 2610.517090
	Iteration 6F: 3 clusters Score -330939.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -331151.562500 Penalty: 2610.517090
	Iteration 7F: 3 clusters Score -331151.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -331384.750000 Penalty: 2610.517090
	Iteration 8F: 3 clusters Score -331384.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -331591.281250 Penalty: 2610.517090
	Iteration 9F: 3 clusters Score -331591.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -331769.687500 Penalty: 2610.517090
	Iteration 10F: 3 clusters Score -331769.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -331904.468750 Penalty: 2610.517090
	Iteration 11Q: 3 clusters Score -331904.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -332023.156250 Penalty: 2610.517090
	Iteration 12Q: 3 clusters Score -332023.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -332117.593750 Penalty: 2610.517090
	Iteration 13Q: 3 clusters Score -332117.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -332168.343750 Penalty: 2610.517090
	Iteration 14Q: 3 clusters Score -332168.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -332190.218750 Penalty: 2610.517090
	Iteration 15Q: 3 clusters Score -332190.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -332201.875000 Penalty: 2610.517090
	Iteration 16Q: 3 clusters Score -332201.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -332206.531250 Penalty: 2610.517090
	Iteration 17Q: 3 clusters Score -332206.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -332207.937500 Penalty: 2610.517090
	Iteration 18Q: 3 clusters Score -332207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -332209.968750 Penalty: 2610.517090
	Iteration 19Q: 3 clusters Score -332210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -332210.812500 Penalty: 2610.517090
	Iteration 20F: 3 clusters Score -332210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -332211.625000 Penalty: 2610.517090
	Iteration 21Q: 3 clusters Score -332211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -332211.593750 Penalty: 2610.517090
	Iteration 22Q: 3 clusters Score -332211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -332215.625000 Penalty: 2610.517090
	Iteration 23Q: 3 clusters Score -332215.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -332217.750000 Penalty: 2610.517090
	Iteration 24Q: 3 clusters Score -332217.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -332220.687500 Penalty: 2610.517090
	Iteration 25Q: 3 clusters Score -332220.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -332221.781250 Penalty: 2610.517090
	Iteration 26Q: 3 clusters Score -332221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -332222.562500 Penalty: 2610.517090
	Iteration 27Q: 3 clusters Score -332222.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -332222.718750 Penalty: 2610.517090
	Iteration 28Q: 3 clusters Score -332222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -332223.031250 Penalty: 2610.517090
	Iteration 29Q: 3 clusters Score -332223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -332223.031250 Penalty: 2610.517090
	Iteration 30F: 3 clusters Score -332223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -358992.312500 Penalty: 1319.208618
	Iteration 0F: 2 clusters Score -358992.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -356130.156250 Penalty: 2638.417236
	Iteration 0F: 3 clusters Score -356130.2 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -356993.781250 Penalty: 2638.417236
	Iteration 1F: 3 clusters Score -356993.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -357450.281250 Penalty: 2638.417236
	Iteration 2F: 3 clusters Score -357450.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -357888.750000 Penalty: 2638.417236
	Iteration 3F: 3 clusters Score -357888.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -358200.718750 Penalty: 2638.417236
	Iteration 4F: 3 clusters Score -358200.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -358366.062500 Penalty: 2638.417236
	Iteration 5F: 3 clusters Score -358366.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -358487.281250 Penalty: 2638.417236
	Iteration 6Q: 3 clusters Score -358487.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -358565.625000 Penalty: 2638.417236
	Iteration 7Q: 3 clusters Score -358565.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -358632.218750 Penalty: 2638.417236
	Iteration 8Q: 3 clusters Score -358632.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -358694.000000 Penalty: 2638.417236
	Iteration 9Q: 3 clusters Score -358694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -358739.812500 Penalty: 2638.417236
	Iteration 10Q: 3 clusters Score -358739.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -358762.562500 Penalty: 2638.417236
	Iteration 11Q: 3 clusters Score -358762.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -358779.093750 Penalty: 2638.417236
	Iteration 12Q: 3 clusters Score -358779.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -358786.093750 Penalty: 2638.417236
	Iteration 13Q: 3 clusters Score -358786.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -358792.343750 Penalty: 2638.417236
	Iteration 14Q: 3 clusters Score -358792.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -358800.187500 Penalty: 2638.417236
	Iteration 15Q: 3 clusters Score -358800.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -358803.531250 Penalty: 2638.417236
	Iteration 16Q: 3 clusters Score -358803.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -358808.156250 Penalty: 2638.417236
	Iteration 17Q: 3 clusters Score -358808.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -358810.968750 Penalty: 2638.417236
	Iteration 18Q: 3 clusters Score -358811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -358813.843750 Penalty: 2638.417236
	Iteration 19Q: 3 clusters Score -358813.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -358816.500000 Penalty: 2638.417236
	Iteration 20F: 3 clusters Score -358816.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -358817.125000 Penalty: 2638.417236
	Iteration 21Q: 3 clusters Score -358817.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -358817.843750 Penalty: 2638.417236
	Iteration 22Q: 3 clusters Score -358817.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -358817.843750 Penalty: 2638.417236
	Iteration 23F: 3 clusters Score -358817.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Entering Unmasked Estep 
Score: -463433.625000 Penalty: 1347.457764
	Iteration 0F: 2 clusters Score -463433.6 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 1974 members 
Entering Unmasked Estep 
Score: -460071.468750 Penalty: 2694.915527
	Iteration 0F: 3 clusters Score -460071.5 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -460852.843750 Penalty: 2694.915527
	Iteration 1F: 3 clusters Score -460852.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -460988.875000 Penalty: 2694.915527
	Iteration 2F: 3 clusters Score -460988.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -461086.656250 Penalty: 2694.915527
	Iteration 3Q: 3 clusters Score -461086.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -461164.218750 Penalty: 2694.915527
	Iteration 4Q: 3 clusters Score -461164.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -461229.468750 Penalty: 2694.915527
	Iteration 5Q: 3 clusters Score -461229.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -461311.906250 Penalty: 2694.915527
	Iteration 6Q: 3 clusters Score -461311.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -461381.812500 Penalty: 2694.915527
	Iteration 7Q: 3 clusters Score -461381.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -461451.093750 Penalty: 2694.915527
	Iteration 8Q: 3 clusters Score -461451.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -461529.562500 Penalty: 2694.915527
	Iteration 9Q: 3 clusters Score -461529.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -461603.000000 Penalty: 2694.915527
	Iteration 10Q: 3 clusters Score -461603 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -461673.625000 Penalty: 2694.915527
	Iteration 11Q: 3 clusters Score -461673.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -461770.281250 Penalty: 2694.915527
	Iteration 12Q: 3 clusters Score -461770.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -461850.125000 Penalty: 2694.915527
	Iteration 13Q: 3 clusters Score -461850.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -461931.031250 Penalty: 2694.915527
	Iteration 14Q: 3 clusters Score -461931 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -462003.218750 Penalty: 2694.915527
	Iteration 15Q: 3 clusters Score -462003.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -462071.000000 Penalty: 2694.915527
	Iteration 16Q: 3 clusters Score -462071 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -462133.500000 Penalty: 2694.915527
	Iteration 17Q: 3 clusters Score -462133.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -462193.343750 Penalty: 2694.915527
	Iteration 18Q: 3 clusters Score -462193.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -462239.656250 Penalty: 2694.915527
	Iteration 19Q: 3 clusters Score -462239.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -462261.843750 Penalty: 2694.915527
	Iteration 20F: 3 clusters Score -462261.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -462277.937500 Penalty: 2694.915527
	Iteration 21Q: 3 clusters Score -462277.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -462292.687500 Penalty: 2694.915527
	Iteration 22Q: 3 clusters Score -462292.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -462298.812500 Penalty: 2694.915527
	Iteration 23Q: 3 clusters Score -462298.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -462304.718750 Penalty: 2694.915527
	Iteration 24Q: 3 clusters Score -462304.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -462312.781250 Penalty: 2694.915527
	Iteration 25Q: 3 clusters Score -462312.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -462323.968750 Penalty: 2694.915527
	Iteration 26Q: 3 clusters Score -462324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -462336.031250 Penalty: 2694.915527
	Iteration 27Q: 3 clusters Score -462336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -462346.593750 Penalty: 2694.915527
	Iteration 28Q: 3 clusters Score -462346.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -462353.937500 Penalty: 2694.915527
	Iteration 29Q: 3 clusters Score -462353.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -462355.906250 Penalty: 2694.915527
	Iteration 30Q: 3 clusters Score -462355.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -462359.781250 Penalty: 2694.915527
	Iteration 31Q: 3 clusters Score -462359.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -462362.687500 Penalty: 2694.915527
	Iteration 32Q: 3 clusters Score -462362.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -462364.625000 Penalty: 2694.915527
	Iteration 33Q: 3 clusters Score -462364.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -462366.531250 Penalty: 2694.915527
	Iteration 34Q: 3 clusters Score -462366.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -462368.968750 Penalty: 2694.915527
	Iteration 35Q: 3 clusters Score -462369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -462370.718750 Penalty: 2694.915527
	Iteration 36Q: 3 clusters Score -462370.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -462371.781250 Penalty: 2694.915527
	Iteration 37Q: 3 clusters Score -462371.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -462372.625000 Penalty: 2694.915527
	Iteration 38Q: 3 clusters Score -462372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -462372.656250 Penalty: 2694.915527
	Iteration 39Q: 3 clusters Score -462372.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -462374.312500 Penalty: 2694.915527
	Iteration 40F: 3 clusters Score -462374.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -462375.187500 Penalty: 2694.915527
	Iteration 41Q: 3 clusters Score -462375.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -462376.531250 Penalty: 2694.915527
	Iteration 42Q: 3 clusters Score -462376.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -462376.343750 Penalty: 2694.915527
	Iteration 43Q: 3 clusters Score -462376.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -462378.000000 Penalty: 2694.915527
	Iteration 44Q: 3 clusters Score -462378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -462379.406250 Penalty: 2694.915527
	Iteration 45Q: 3 clusters Score -462379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -462378.625000 Penalty: 2694.915527
	Iteration 46Q: 3 clusters Score -462378.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -462379.500000 Penalty: 2694.915527
	Iteration 47Q: 3 clusters Score -462379.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -462380.687500 Penalty: 2694.915527
	Iteration 48Q: 3 clusters Score -462380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -462380.875000 Penalty: 2694.915527
	Iteration 49Q: 3 clusters Score -462380.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -462382.500000 Penalty: 2694.915527
	Iteration 50Q: 3 clusters Score -462382.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -462383.625000 Penalty: 2694.915527
	Iteration 51Q: 3 clusters Score -462383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -462383.562500 Penalty: 2694.915527
	Iteration 52Q: 3 clusters Score -462383.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -462383.562500 Penalty: 2694.915527
	Iteration 53F: 3 clusters Score -462383.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (145865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145865 members 
Entering Unmasked Estep 
Score: -16495756.000000 Penalty: 1932.196045
	Iteration 0F: 2 clusters Score -1.649576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -16399937.000000 Penalty: 3864.392090
	Iteration 0F: 3 clusters Score -1.639994e+07 nChanged 70105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -16441025.000000 Penalty: 3864.392090
	Iteration 1F: 3 clusters Score -1.644102e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -16442360.000000 Penalty: 3864.392090
	Iteration 2Q: 3 clusters Score -1.644236e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -16444571.000000 Penalty: 3864.392090
	Iteration 3Q: 3 clusters Score -1.644457e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 61449 members 
Entering Unmasked Estep 
Score: -16448054.000000 Penalty: 3864.392090
	Iteration 4Q: 3 clusters Score -1.644805e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
Score: -16452912.000000 Penalty: 3864.392090
	Iteration 5F: 3 clusters Score -1.645291e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -16458839.000000 Penalty: 3864.392090
	Iteration 6F: 3 clusters Score -1.645884e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100268 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -16465208.000000 Penalty: 3864.392090
	Iteration 7F: 3 clusters Score -1.646521e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105309 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -16470920.000000 Penalty: 3864.392090
	Iteration 8F: 3 clusters Score -1.647092e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109389 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -16475779.000000 Penalty: 3864.392090
	Iteration 9Q: 3 clusters Score -1.647578e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112609 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -16479145.000000 Penalty: 3864.392090
	Iteration 10Q: 3 clusters Score -1.647914e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115300 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -16481330.000000 Penalty: 3864.392090
	Iteration 11Q: 3 clusters Score -1.648133e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117709 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -16482709.000000 Penalty: 3864.392090
	Iteration 12Q: 3 clusters Score -1.648271e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119984 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -16483715.000000 Penalty: 3864.392090
	Iteration 13Q: 3 clusters Score -1.648372e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122282 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -16484733.000000 Penalty: 3864.392090
	Iteration 14Q: 3 clusters Score -1.648473e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124653 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -16485714.000000 Penalty: 3864.392090
	Iteration 15Q: 3 clusters Score -1.648571e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126975 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -16486871.000000 Penalty: 3864.392090
	Iteration 16Q: 3 clusters Score -1.648687e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129294 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -16487894.000000 Penalty: 3864.392090
	Iteration 17Q: 3 clusters Score -1.648789e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131552 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -16488961.000000 Penalty: 3864.392090
	Iteration 18Q: 3 clusters Score -1.648896e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133683 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -16490044.000000 Penalty: 3864.392090
	Iteration 19Q: 3 clusters Score -1.649004e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135582 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -16491055.000000 Penalty: 3864.392090
	Iteration 20F: 3 clusters Score -1.649106e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137342 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -16491943.000000 Penalty: 3864.392090
	Iteration 21Q: 3 clusters Score -1.649194e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138842 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -16492698.000000 Penalty: 3864.392090
	Iteration 22Q: 3 clusters Score -1.64927e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140016 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -16493255.000000 Penalty: 3864.392090
	Iteration 23Q: 3 clusters Score -1.649326e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140849 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -16493661.000000 Penalty: 3864.392090
	Iteration 24Q: 3 clusters Score -1.649366e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141514 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -16493857.000000 Penalty: 3864.392090
	Iteration 25Q: 3 clusters Score -1.649386e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142025 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -16494059.000000 Penalty: 3864.392090
	Iteration 26Q: 3 clusters Score -1.649406e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142452 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -16494157.000000 Penalty: 3864.392090
	Iteration 27Q: 3 clusters Score -1.649416e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142758 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -16494280.000000 Penalty: 3864.392090
	Iteration 28Q: 3 clusters Score -1.649428e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142979 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -16494377.000000 Penalty: 3864.392090
	Iteration 29Q: 3 clusters Score -1.649438e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143160 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -16494460.000000 Penalty: 3864.392090
	Iteration 30Q: 3 clusters Score -1.649446e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143327 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -16494524.000000 Penalty: 3864.392090
	Iteration 31Q: 3 clusters Score -1.649452e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143466 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -16494588.000000 Penalty: 3864.392090
	Iteration 32Q: 3 clusters Score -1.649459e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143566 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -16494614.000000 Penalty: 3864.392090
	Iteration 33Q: 3 clusters Score -1.649461e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143644 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -16494605.000000 Penalty: 3864.392090
	Iteration 34Q: 3 clusters Score -1.64946e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143711 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -16494643.000000 Penalty: 3864.392090
	Iteration 35Q: 3 clusters Score -1.649464e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143776 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -16494697.000000 Penalty: 3864.392090
	Iteration 36Q: 3 clusters Score -1.64947e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143830 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -16494696.000000 Penalty: 3864.392090
	Iteration 37Q: 3 clusters Score -1.64947e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143862 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -16494721.000000 Penalty: 3864.392090
	Iteration 38Q: 3 clusters Score -1.649472e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143883 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -16494711.000000 Penalty: 3864.392090
	Iteration 39Q: 3 clusters Score -1.649471e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143906 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -16494737.000000 Penalty: 3864.392090
	Iteration 40F: 3 clusters Score -1.649474e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143925 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -16494749.000000 Penalty: 3864.392090
	Iteration 41Q: 3 clusters Score -1.649475e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143936 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -16494756.000000 Penalty: 3864.392090
	Iteration 42Q: 3 clusters Score -1.649476e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143946 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -16494777.000000 Penalty: 3864.392090
	Iteration 43Q: 3 clusters Score -1.649478e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143950 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -16494816.000000 Penalty: 3864.392090
	Iteration 44Q: 3 clusters Score -1.649482e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143955 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -16494818.000000 Penalty: 3864.392090
	Iteration 45Q: 3 clusters Score -1.649482e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143950 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -16494825.000000 Penalty: 3864.392090
	Iteration 46Q: 3 clusters Score -1.649482e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143946 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -16494866.000000 Penalty: 3864.392090
	Iteration 47Q: 3 clusters Score -1.649487e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143935 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -16494884.000000 Penalty: 3864.392090
	Iteration 48Q: 3 clusters Score -1.649488e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143934 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -16494887.000000 Penalty: 3864.392090
	Iteration 49Q: 3 clusters Score -1.649489e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143938 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -16494903.000000 Penalty: 3864.392090
	Iteration 50Q: 3 clusters Score -1.64949e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143949 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -16494912.000000 Penalty: 3864.392090
	Iteration 51Q: 3 clusters Score -1.649491e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143944 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -16494932.000000 Penalty: 3864.392090
	Iteration 52Q: 3 clusters Score -1.649493e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143949 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -16494922.000000 Penalty: 3864.392090
	Iteration 53Q: 3 clusters Score -1.649492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143963 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -16494938.000000 Penalty: 3864.392090
	Iteration 54Q: 3 clusters Score -1.649494e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143972 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -16494937.000000 Penalty: 3864.392090
	Iteration 55Q: 3 clusters Score -1.649494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143978 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -16494946.000000 Penalty: 3864.392090
	Iteration 56Q: 3 clusters Score -1.649495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143984 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -16494954.000000 Penalty: 3864.392090
	Iteration 57Q: 3 clusters Score -1.649495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143991 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -16494967.000000 Penalty: 3864.392090
	Iteration 58Q: 3 clusters Score -1.649497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144002 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -16494968.000000 Penalty: 3864.392090
	Iteration 59Q: 3 clusters Score -1.649497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144010 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -16494970.000000 Penalty: 3864.392090
	Iteration 60F: 3 clusters Score -1.649497e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144005 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -16494995.000000 Penalty: 3864.392090
	Iteration 61Q: 3 clusters Score -1.6495e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143991 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -16495012.000000 Penalty: 3864.392090
	Iteration 62Q: 3 clusters Score -1.649501e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143979 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -16495054.000000 Penalty: 3864.392090
	Iteration 63Q: 3 clusters Score -1.649505e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143954 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -16495044.000000 Penalty: 3864.392090
	Iteration 64Q: 3 clusters Score -1.649504e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143924 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -16495063.000000 Penalty: 3864.392090
	Iteration 65Q: 3 clusters Score -1.649506e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143912 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -16495094.000000 Penalty: 3864.392090
	Iteration 66Q: 3 clusters Score -1.649509e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143901 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -16495086.000000 Penalty: 3864.392090
	Iteration 67Q: 3 clusters Score -1.649509e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143881 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -16495128.000000 Penalty: 3864.392090
	Iteration 68Q: 3 clusters Score -1.649513e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143859 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -16495156.000000 Penalty: 3864.392090
	Iteration 69Q: 3 clusters Score -1.649516e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143839 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -16495157.000000 Penalty: 3864.392090
	Iteration 70Q: 3 clusters Score -1.649516e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143808 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -16495209.000000 Penalty: 3864.392090
	Iteration 71Q: 3 clusters Score -1.649521e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143798 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -16495224.000000 Penalty: 3864.392090
	Iteration 72Q: 3 clusters Score -1.649522e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143795 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -16495231.000000 Penalty: 3864.392090
	Iteration 73Q: 3 clusters Score -1.649523e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143792 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -16495249.000000 Penalty: 3864.392090
	Iteration 74Q: 3 clusters Score -1.649525e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143786 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -16495260.000000 Penalty: 3864.392090
	Iteration 75Q: 3 clusters Score -1.649526e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143782 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -16495278.000000 Penalty: 3864.392090
	Iteration 76Q: 3 clusters Score -1.649528e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143778 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -16495286.000000 Penalty: 3864.392090
	Iteration 77Q: 3 clusters Score -1.649529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143773 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -16495290.000000 Penalty: 3864.392090
	Iteration 78Q: 3 clusters Score -1.649529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143779 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -16495293.000000 Penalty: 3864.392090
	Iteration 79Q: 3 clusters Score -1.649529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143780 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -16495304.000000 Penalty: 3864.392090
	Iteration 80F: 3 clusters Score -1.64953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143769 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -16495314.000000 Penalty: 3864.392090
	Iteration 81Q: 3 clusters Score -1.649531e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143761 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -16495330.000000 Penalty: 3864.392090
	Iteration 82Q: 3 clusters Score -1.649533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143749 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -16495333.000000 Penalty: 3864.392090
	Iteration 83Q: 3 clusters Score -1.649533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143744 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -16495350.000000 Penalty: 3864.392090
	Iteration 84Q: 3 clusters Score -1.649535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143746 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -16495340.000000 Penalty: 3864.392090
	Iteration 85Q: 3 clusters Score -1.649534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143744 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -16495364.000000 Penalty: 3864.392090
	Iteration 86Q: 3 clusters Score -1.649536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143743 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -16495365.000000 Penalty: 3864.392090
	Iteration 87Q: 3 clusters Score -1.649536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143740 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -16495373.000000 Penalty: 3864.392090
	Iteration 88Q: 3 clusters Score -1.649537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143734 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -16495378.000000 Penalty: 3864.392090
	Iteration 89Q: 3 clusters Score -1.649538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143731 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -16495368.000000 Penalty: 3864.392090
	Iteration 90Q: 3 clusters Score -1.649537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143728 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -16495363.000000 Penalty: 3864.392090
	Iteration 91Q: 3 clusters Score -1.649536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143725 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -16495352.000000 Penalty: 3864.392090
	Iteration 92Q: 3 clusters Score -1.649535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143722 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -16495358.000000 Penalty: 3864.392090
	Iteration 93Q: 3 clusters Score -1.649536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143717 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -16495370.000000 Penalty: 3864.392090
	Iteration 94Q: 3 clusters Score -1.649537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143716 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -16495355.000000 Penalty: 3864.392090
	Iteration 95Q: 3 clusters Score -1.649536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143719 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -16495339.000000 Penalty: 3864.392090
	Iteration 96Q: 3 clusters Score -1.649534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143711 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -16495343.000000 Penalty: 3864.392090
	Iteration 97Q: 3 clusters Score -1.649534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143711 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -16495358.000000 Penalty: 3864.392090
	Iteration 98Q: 3 clusters Score -1.649536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143710 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -16495355.000000 Penalty: 3864.392090
	Iteration 99Q: 3 clusters Score -1.649536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143708 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -16495351.000000 Penalty: 3864.392090
	Iteration 100F: 3 clusters Score -1.649535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143708 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -16495345.000000 Penalty: 3864.392090
	Iteration 101Q: 3 clusters Score -1.649534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143706 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -16495345.000000 Penalty: 3864.392090
	Iteration 102Q: 3 clusters Score -1.649534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143706 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -16495358.000000 Penalty: 3864.392090
	Iteration 103Q: 3 clusters Score -1.649536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -16495356.000000 Penalty: 3864.392090
	Iteration 104Q: 3 clusters Score -1.649536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143703 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -16495342.000000 Penalty: 3864.392090
	Iteration 105Q: 3 clusters Score -1.649534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -16495346.000000 Penalty: 3864.392090
	Iteration 106Q: 3 clusters Score -1.649535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143705 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -16495340.000000 Penalty: 3864.392090
	Iteration 107Q: 3 clusters Score -1.649534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143706 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -16495340.000000 Penalty: 3864.392090
	Iteration 108Q: 3 clusters Score -1.649534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143707 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -16495347.000000 Penalty: 3864.392090
	Iteration 109Q: 3 clusters Score -1.649535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143709 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -16495352.000000 Penalty: 3864.392090
	Iteration 110Q: 3 clusters Score -1.649535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143702 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -16495348.000000 Penalty: 3864.392090
	Iteration 111Q: 3 clusters Score -1.649535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143695 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -16495342.000000 Penalty: 3864.392090
	Iteration 112Q: 3 clusters Score -1.649534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143694 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -16495340.000000 Penalty: 3864.392090
	Iteration 113Q: 3 clusters Score -1.649534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143694 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -16495337.000000 Penalty: 3864.392090
	Iteration 114Q: 3 clusters Score -1.649534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143694 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -16495337.000000 Penalty: 3864.392090
	Iteration 115Q: 3 clusters Score -1.649534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143693 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -16495333.000000 Penalty: 3864.392090
	Iteration 116Q: 3 clusters Score -1.649533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143688 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -16495345.000000 Penalty: 3864.392090
	Iteration 117Q: 3 clusters Score -1.649534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143685 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -16495342.000000 Penalty: 3864.392090
	Iteration 118Q: 3 clusters Score -1.649534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143684 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -16495342.000000 Penalty: 3864.392090
	Iteration 119Q: 3 clusters Score -1.649534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143683 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -16495346.000000 Penalty: 3864.392090
	Iteration 120F: 3 clusters Score -1.649535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143680 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -16495332.000000 Penalty: 3864.392090
	Iteration 121Q: 3 clusters Score -1.649533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143679 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -16495334.000000 Penalty: 3864.392090
	Iteration 122Q: 3 clusters Score -1.649533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143679 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -16495334.000000 Penalty: 3864.392090
	Iteration 123F: 3 clusters Score -1.649533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 79918 members 
Mstep: Class 4 contains 10532 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 86936 members 
Mstep: Class 7 contains 10114 members 
Mstep: Class 8 contains 7921 members 
Mstep: Class 9 contains 98167 members 
Mstep: Class 10 contains 145698 members 
Mstep: Class 11 contains 74748 members 
Mstep: Class 12 contains 10735 members 
Mstep: Class 13 contains 46287 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38273 members 
Mstep: Class 16 contains 18878 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 92301 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 145865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106120.000000 Penalty: 51286.125000
Iteration 319Q: 24 clusters Score -1.021061e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 3515 members 
Mstep: Class 3 contains 80027 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 86932 members 
Mstep: Class 7 contains 10123 members 
Mstep: Class 8 contains 7901 members 
Mstep: Class 9 contains 98186 members 
Mstep: Class 10 contains 145747 members 
Mstep: Class 11 contains 74579 members 
Mstep: Class 12 contains 10755 members 
Mstep: Class 13 contains 46289 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38274 members 
Mstep: Class 16 contains 18887 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 92375 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 145746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106048.000000 Penalty: 51286.125000
Iteration 320F: 24 clusters Score -1.02106e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 3520 members 
Mstep: Class 3 contains 80144 members 
Mstep: Class 4 contains 10556 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 86930 members 
Mstep: Class 7 contains 10129 members 
Mstep: Class 8 contains 7891 members 
Mstep: Class 9 contains 98186 members 
Mstep: Class 10 contains 145818 members 
Mstep: Class 11 contains 74438 members 
Mstep: Class 12 contains 10761 members 
Mstep: Class 13 contains 46294 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38272 members 
Mstep: Class 16 contains 18890 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 92447 members 
Mstep: Class 19 contains 10558 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 145615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106216.000000 Penalty: 51286.125000
Iteration 321Q: 24 clusters Score -1.021062e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 3525 members 
Mstep: Class 3 contains 80300 members 
Mstep: Class 4 contains 10571 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 86937 members 
Mstep: Class 7 contains 10132 members 
Mstep: Class 8 contains 7878 members 
Mstep: Class 9 contains 98106 members 
Mstep: Class 10 contains 145896 members 
Mstep: Class 11 contains 74351 members 
Mstep: Class 12 contains 10774 members 
Mstep: Class 13 contains 46301 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38274 members 
Mstep: Class 16 contains 18899 members 
Mstep: Class 17 contains 3719 members 
Mstep: Class 18 contains 92506 members 
Mstep: Class 19 contains 10561 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 145458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106184.000000 Penalty: 51286.125000
Iteration 322Q: 24 clusters Score -1.021062e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 80469 members 
Mstep: Class 4 contains 10570 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 86957 members 
Mstep: Class 7 contains 10139 members 
Mstep: Class 8 contains 7866 members 
Mstep: Class 9 contains 97999 members 
Mstep: Class 10 contains 145991 members 
Mstep: Class 11 contains 74256 members 
Mstep: Class 12 contains 10782 members 
Mstep: Class 13 contains 46297 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38271 members 
Mstep: Class 16 contains 18907 members 
Mstep: Class 17 contains 3719 members 
Mstep: Class 18 contains 92583 members 
Mstep: Class 19 contains 10568 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 145295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106336.000000 Penalty: 51286.125000
Iteration 323Q: 24 clusters Score -1.021063e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 80625 members 
Mstep: Class 4 contains 10573 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 86998 members 
Mstep: Class 7 contains 10147 members 
Mstep: Class 8 contains 7856 members 
Mstep: Class 9 contains 97884 members 
Mstep: Class 10 contains 146075 members 
Mstep: Class 11 contains 74148 members 
Mstep: Class 12 contains 10792 members 
Mstep: Class 13 contains 46298 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38272 members 
Mstep: Class 16 contains 18915 members 
Mstep: Class 17 contains 3720 members 
Mstep: Class 18 contains 92670 members 
Mstep: Class 19 contains 10576 members 
Mstep: Class 20 contains 3078 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 145130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106216.000000 Penalty: 51286.125000
Iteration 324Q: 24 clusters Score -1.021062e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 3535 members 
Mstep: Class 3 contains 80761 members 
Mstep: Class 4 contains 10579 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 87061 members 
Mstep: Class 7 contains 10157 members 
Mstep: Class 8 contains 7851 members 
Mstep: Class 9 contains 97774 members 
Mstep: Class 10 contains 146177 members 
Mstep: Class 11 contains 74021 members 
Mstep: Class 12 contains 10796 members 
Mstep: Class 13 contains 46300 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 38273 members 
Mstep: Class 16 contains 18930 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 92768 members 
Mstep: Class 19 contains 10575 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 144934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106032.000000 Penalty: 51286.125000
Iteration 325Q: 24 clusters Score -1.02106e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 3541 members 
Mstep: Class 3 contains 80883 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 87124 members 
Mstep: Class 7 contains 10164 members 
Mstep: Class 8 contains 7843 members 
Mstep: Class 9 contains 97652 members 
Mstep: Class 10 contains 146285 members 
Mstep: Class 11 contains 73922 members 
Mstep: Class 12 contains 10804 members 
Mstep: Class 13 contains 46296 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38267 members 
Mstep: Class 16 contains 18934 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 92858 members 
Mstep: Class 19 contains 10578 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 3997 members 
Mstep: Class 23 contains 144746 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 326Q: 24 clusters Score -1.021059e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 3547 members 
Mstep: Class 3 contains 81000 members 
Mstep: Class 4 contains 10591 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 87196 members 
Mstep: Class 7 contains 10171 members 
Mstep: Class 8 contains 7835 members 
Mstep: Class 9 contains 97554 members 
Mstep: Class 10 contains 146322 members 
Mstep: Class 11 contains 73799 members 
Mstep: Class 12 contains 10807 members 
Mstep: Class 13 contains 46297 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38265 members 
Mstep: Class 16 contains 18949 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 92943 members 
Mstep: Class 19 contains 10581 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 3997 members 
Mstep: Class 23 contains 144632 members 
Entering Unmasked Estep 
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Iteration 327Q: 24 clusters Score -1.021059e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 81142 members 
Mstep: Class 4 contains 10593 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 87273 members 
Mstep: Class 7 contains 10175 members 
Mstep: Class 8 contains 7834 members 
Mstep: Class 9 contains 97427 members 
Mstep: Class 10 contains 146357 members 
Mstep: Class 11 contains 73676 members 
Mstep: Class 12 contains 10805 members 
Mstep: Class 13 contains 46305 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38262 members 
Mstep: Class 16 contains 18951 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 93012 members 
Mstep: Class 19 contains 10578 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 3998 members 
Mstep: Class 23 contains 144545 members 
Entering Unmasked Estep 
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Iteration 328Q: 24 clusters Score -1.021062e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 3552 members 
Mstep: Class 3 contains 81247 members 
Mstep: Class 4 contains 10591 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 87337 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 97331 members 
Mstep: Class 10 contains 146374 members 
Mstep: Class 11 contains 73576 members 
Mstep: Class 12 contains 10805 members 
Mstep: Class 13 contains 46302 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38263 members 
Mstep: Class 16 contains 18957 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 93080 members 
Mstep: Class 19 contains 10578 members 
Mstep: Class 20 contains 3088 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 4000 members 
Mstep: Class 23 contains 144486 members 
Entering Unmasked Estep 
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Iteration 329Q: 24 clusters Score -1.021062e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 3556 members 
Mstep: Class 3 contains 81339 members 
Mstep: Class 4 contains 10592 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 87386 members 
Mstep: Class 7 contains 10191 members 
Mstep: Class 8 contains 7821 members 
Mstep: Class 9 contains 97237 members 
Mstep: Class 10 contains 146396 members 
Mstep: Class 11 contains 73502 members 
Mstep: Class 12 contains 10808 members 
Mstep: Class 13 contains 46309 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38262 members 
Mstep: Class 16 contains 18962 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 93138 members 
Mstep: Class 19 contains 10581 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 4000 members 
Mstep: Class 23 contains 144417 members 
Entering Unmasked Estep 
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Iteration 330Q: 24 clusters Score -1.021063e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 3556 members 
Mstep: Class 3 contains 81398 members 
Mstep: Class 4 contains 10592 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 87437 members 
Mstep: Class 7 contains 10207 members 
Mstep: Class 8 contains 7817 members 
Mstep: Class 9 contains 97170 members 
Mstep: Class 10 contains 146438 members 
Mstep: Class 11 contains 73423 members 
Mstep: Class 12 contains 10807 members 
Mstep: Class 13 contains 46308 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38263 members 
Mstep: Class 16 contains 18958 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 93195 members 
Mstep: Class 19 contains 10584 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 4001 members 
Mstep: Class 23 contains 144352 members 
Entering Unmasked Estep 
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Iteration 331Q: 24 clusters Score -1.021064e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 3553 members 
Mstep: Class 3 contains 81461 members 
Mstep: Class 4 contains 10591 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 87491 members 
Mstep: Class 7 contains 10222 members 
Mstep: Class 8 contains 7809 members 
Mstep: Class 9 contains 97100 members 
Mstep: Class 10 contains 146478 members 
Mstep: Class 11 contains 73346 members 
Mstep: Class 12 contains 10812 members 
Mstep: Class 13 contains 46306 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38262 members 
Mstep: Class 16 contains 18953 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 93256 members 
Mstep: Class 19 contains 10585 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 4000 members 
Mstep: Class 23 contains 144287 members 
Entering Unmasked Estep 
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Iteration 332Q: 24 clusters Score -1.021066e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 3553 members 
Mstep: Class 3 contains 81524 members 
Mstep: Class 4 contains 10593 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 87555 members 
Mstep: Class 7 contains 10239 members 
Mstep: Class 8 contains 7804 members 
Mstep: Class 9 contains 97006 members 
Mstep: Class 10 contains 146496 members 
Mstep: Class 11 contains 73277 members 
Mstep: Class 12 contains 10823 members 
Mstep: Class 13 contains 46304 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38273 members 
Mstep: Class 16 contains 18950 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 93305 members 
Mstep: Class 19 contains 10583 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 4000 members 
Mstep: Class 23 contains 144230 members 
Entering Unmasked Estep 
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Iteration 333Q: 24 clusters Score -1.021065e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 3554 members 
Mstep: Class 3 contains 81581 members 
Mstep: Class 4 contains 10599 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 87589 members 
Mstep: Class 7 contains 10248 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 96936 members 
Mstep: Class 10 contains 146511 members 
Mstep: Class 11 contains 73233 members 
Mstep: Class 12 contains 10837 members 
Mstep: Class 13 contains 46302 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38277 members 
Mstep: Class 16 contains 18946 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 93354 members 
Mstep: Class 19 contains 10578 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 144174 members 
Entering Unmasked Estep 
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Iteration 334Q: 24 clusters Score -1.021066e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 3552 members 
Mstep: Class 3 contains 81654 members 
Mstep: Class 4 contains 10599 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 87647 members 
Mstep: Class 7 contains 10250 members 
Mstep: Class 8 contains 7788 members 
Mstep: Class 9 contains 96818 members 
Mstep: Class 10 contains 146551 members 
Mstep: Class 11 contains 73196 members 
Mstep: Class 12 contains 10855 members 
Mstep: Class 13 contains 46309 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38279 members 
Mstep: Class 16 contains 18946 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 93418 members 
Mstep: Class 19 contains 10571 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 4000 members 
Mstep: Class 23 contains 144094 members 
Entering Unmasked Estep 
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Iteration 335Q: 24 clusters Score -1.021067e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 3553 members 
Mstep: Class 3 contains 81723 members 
Mstep: Class 4 contains 10601 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 87699 members 
Mstep: Class 7 contains 10255 members 
Mstep: Class 8 contains 7775 members 
Mstep: Class 9 contains 96708 members 
Mstep: Class 10 contains 146587 members 
Mstep: Class 11 contains 73168 members 
Mstep: Class 12 contains 10853 members 
Mstep: Class 13 contains 46306 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38273 members 
Mstep: Class 16 contains 18949 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 93469 members 
Mstep: Class 19 contains 10568 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 4002 members 
Mstep: Class 23 contains 144041 members 
Entering Unmasked Estep 
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Iteration 336Q: 24 clusters Score -1.021068e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 3552 members 
Mstep: Class 3 contains 81801 members 
Mstep: Class 4 contains 10600 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 87772 members 
Mstep: Class 7 contains 10253 members 
Mstep: Class 8 contains 7759 members 
Mstep: Class 9 contains 96576 members 
Mstep: Class 10 contains 146642 members 
Mstep: Class 11 contains 73144 members 
Mstep: Class 12 contains 10855 members 
Mstep: Class 13 contains 46311 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38264 members 
Mstep: Class 16 contains 18949 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 93515 members 
Mstep: Class 19 contains 10566 members 
Mstep: Class 20 contains 3088 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 4003 members 
Mstep: Class 23 contains 143970 members 
Entering Unmasked Estep 
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Iteration 337Q: 24 clusters Score -1.021072e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 3554 members 
Mstep: Class 3 contains 81864 members 
Mstep: Class 4 contains 10593 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 87859 members 
Mstep: Class 7 contains 10255 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 96466 members 
Mstep: Class 10 contains 146700 members 
Mstep: Class 11 contains 73101 members 
Mstep: Class 12 contains 10862 members 
Mstep: Class 13 contains 46309 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38256 members 
Mstep: Class 16 contains 18948 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 93570 members 
Mstep: Class 19 contains 10562 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 4003 members 
Mstep: Class 23 contains 143900 members 
Entering Unmasked Estep 
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Iteration 338Q: 24 clusters Score -1.021071e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 3554 members 
Mstep: Class 3 contains 81920 members 
Mstep: Class 4 contains 10587 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 87955 members 
Mstep: Class 7 contains 10260 members 
Mstep: Class 8 contains 7737 members 
Mstep: Class 9 contains 96344 members 
Mstep: Class 10 contains 146744 members 
Mstep: Class 11 contains 73060 members 
Mstep: Class 12 contains 10867 members 
Mstep: Class 13 contains 46311 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38253 members 
Mstep: Class 16 contains 18946 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 93602 members 
Mstep: Class 19 contains 10561 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 4002 members 
Mstep: Class 23 contains 143847 members 
Entering Unmasked Estep 
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Iteration 339Q: 24 clusters Score -1.02107e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 3555 members 
Mstep: Class 3 contains 81962 members 
Mstep: Class 4 contains 10582 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88021 members 
Mstep: Class 7 contains 10265 members 
Mstep: Class 8 contains 7729 members 
Mstep: Class 9 contains 96229 members 
Mstep: Class 10 contains 146767 members 
Mstep: Class 11 contains 73044 members 
Mstep: Class 12 contains 10875 members 
Mstep: Class 13 contains 46317 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38251 members 
Mstep: Class 16 contains 18948 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 93642 members 
Mstep: Class 19 contains 10560 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 4001 members 
Mstep: Class 23 contains 143801 members 
Entering Unmasked Estep 
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Iteration 340F: 24 clusters Score -1.021073e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 3553 members 
Mstep: Class 3 contains 81996 members 
Mstep: Class 4 contains 10579 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88107 members 
Mstep: Class 7 contains 10272 members 
Mstep: Class 8 contains 7727 members 
Mstep: Class 9 contains 96103 members 
Mstep: Class 10 contains 146809 members 
Mstep: Class 11 contains 73030 members 
Mstep: Class 12 contains 10880 members 
Mstep: Class 13 contains 46314 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38252 members 
Mstep: Class 16 contains 18950 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 93697 members 
Mstep: Class 19 contains 10559 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 143732 members 
Entering Unmasked Estep 
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Iteration 341Q: 24 clusters Score -1.021075e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 3554 members 
Mstep: Class 3 contains 82038 members 
Mstep: Class 4 contains 10584 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88165 members 
Mstep: Class 7 contains 10276 members 
Mstep: Class 8 contains 7729 members 
Mstep: Class 9 contains 96005 members 
Mstep: Class 10 contains 146839 members 
Mstep: Class 11 contains 73003 members 
Mstep: Class 12 contains 10887 members 
Mstep: Class 13 contains 46323 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38246 members 
Mstep: Class 16 contains 18951 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 93750 members 
Mstep: Class 19 contains 10559 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 4001 members 
Mstep: Class 23 contains 143650 members 
Entering Unmasked Estep 
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Iteration 342Q: 24 clusters Score -1.021076e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 3555 members 
Mstep: Class 3 contains 82072 members 
Mstep: Class 4 contains 10587 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88245 members 
Mstep: Class 7 contains 10284 members 
Mstep: Class 8 contains 7726 members 
Mstep: Class 9 contains 95905 members 
Mstep: Class 10 contains 146889 members 
Mstep: Class 11 contains 72980 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 46334 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38243 members 
Mstep: Class 16 contains 18949 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 93797 members 
Mstep: Class 19 contains 10557 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 143556 members 
Entering Unmasked Estep 
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Iteration 343Q: 24 clusters Score -1.021079e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 3556 members 
Mstep: Class 3 contains 82115 members 
Mstep: Class 4 contains 10591 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88285 members 
Mstep: Class 7 contains 10290 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 95809 members 
Mstep: Class 10 contains 146921 members 
Mstep: Class 11 contains 72987 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 46346 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38243 members 
Mstep: Class 16 contains 18938 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 93837 members 
Mstep: Class 19 contains 10556 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3351 members 
Mstep: Class 22 contains 3996 members 
Mstep: Class 23 contains 143491 members 
Entering Unmasked Estep 
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Iteration 344Q: 24 clusters Score -1.02108e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 3559 members 
Mstep: Class 3 contains 82137 members 
Mstep: Class 4 contains 10600 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88323 members 
Mstep: Class 7 contains 10295 members 
Mstep: Class 8 contains 7718 members 
Mstep: Class 9 contains 95726 members 
Mstep: Class 10 contains 146883 members 
Mstep: Class 11 contains 73002 members 
Mstep: Class 12 contains 10896 members 
Mstep: Class 13 contains 46355 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38253 members 
Mstep: Class 16 contains 18928 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 93880 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3351 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 143480 members 
Entering Unmasked Estep 
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Iteration 345Q: 24 clusters Score -1.02108e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 3560 members 
Mstep: Class 3 contains 82165 members 
Mstep: Class 4 contains 10602 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88367 members 
Mstep: Class 7 contains 10297 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 95629 members 
Mstep: Class 10 contains 146882 members 
Mstep: Class 11 contains 73021 members 
Mstep: Class 12 contains 10899 members 
Mstep: Class 13 contains 46363 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38255 members 
Mstep: Class 16 contains 18919 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 93912 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3351 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 143468 members 
Entering Unmasked Estep 
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Iteration 346Q: 24 clusters Score -1.02108e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 3559 members 
Mstep: Class 3 contains 82178 members 
Mstep: Class 4 contains 10599 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88411 members 
Mstep: Class 7 contains 10306 members 
Mstep: Class 8 contains 7700 members 
Mstep: Class 9 contains 95552 members 
Mstep: Class 10 contains 146885 members 
Mstep: Class 11 contains 73032 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 13 contains 46367 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38257 members 
Mstep: Class 16 contains 18911 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 93941 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3350 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 143465 members 
Entering Unmasked Estep 
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Iteration 347Q: 24 clusters Score -1.02108e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 3559 members 
Mstep: Class 3 contains 82198 members 
Mstep: Class 4 contains 10599 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88424 members 
Mstep: Class 7 contains 10311 members 
Mstep: Class 8 contains 7694 members 
Mstep: Class 9 contains 95478 members 
Mstep: Class 10 contains 146882 members 
Mstep: Class 11 contains 73057 members 
Mstep: Class 12 contains 10909 members 
Mstep: Class 13 contains 46364 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38257 members 
Mstep: Class 16 contains 18898 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 93979 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3350 members 
Mstep: Class 22 contains 3989 members 
Mstep: Class 23 contains 143460 members 
Entering Unmasked Estep 
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Iteration 348Q: 24 clusters Score -1.021081e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 3558 members 
Mstep: Class 3 contains 82199 members 
Mstep: Class 4 contains 10602 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88473 members 
Mstep: Class 7 contains 10322 members 
Mstep: Class 8 contains 7687 members 
Mstep: Class 9 contains 95416 members 
Mstep: Class 10 contains 146890 members 
Mstep: Class 11 contains 73057 members 
Mstep: Class 12 contains 10912 members 
Mstep: Class 13 contains 46366 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38259 members 
Mstep: Class 16 contains 18886 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 94004 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 3986 members 
Mstep: Class 23 contains 143440 members 
Entering Unmasked Estep 
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Iteration 349Q: 24 clusters Score -1.021081e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 3560 members 
Mstep: Class 3 contains 82208 members 
Mstep: Class 4 contains 10602 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88506 members 
Mstep: Class 7 contains 10330 members 
Mstep: Class 8 contains 7679 members 
Mstep: Class 9 contains 95353 members 
Mstep: Class 10 contains 146883 members 
Mstep: Class 11 contains 73069 members 
Mstep: Class 12 contains 10913 members 
Mstep: Class 13 contains 46364 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38258 members 
Mstep: Class 16 contains 18869 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 94029 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 3987 members 
Mstep: Class 23 contains 143450 members 
Entering Unmasked Estep 
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Iteration 350Q: 24 clusters Score -1.021084e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 3560 members 
Mstep: Class 3 contains 82211 members 
Mstep: Class 4 contains 10598 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88525 members 
Mstep: Class 7 contains 10339 members 
Mstep: Class 8 contains 7671 members 
Mstep: Class 9 contains 95299 members 
Mstep: Class 10 contains 146909 members 
Mstep: Class 11 contains 73090 members 
Mstep: Class 12 contains 10913 members 
Mstep: Class 13 contains 46369 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38256 members 
Mstep: Class 16 contains 18852 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 94047 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 3986 members 
Mstep: Class 23 contains 143440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108392.000000 Penalty: 51286.125000
Iteration 351Q: 24 clusters Score -1.021084e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 3561 members 
Mstep: Class 3 contains 82208 members 
Mstep: Class 4 contains 10596 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88559 members 
Mstep: Class 7 contains 10354 members 
Mstep: Class 8 contains 7660 members 
Mstep: Class 9 contains 95234 members 
Mstep: Class 10 contains 146928 members 
Mstep: Class 11 contains 73109 members 
Mstep: Class 12 contains 10914 members 
Mstep: Class 13 contains 46375 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38251 members 
Mstep: Class 16 contains 18827 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 94076 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 3986 members 
Mstep: Class 23 contains 143437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108488.000000 Penalty: 51286.125000
Iteration 352Q: 24 clusters Score -1.021085e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 3564 members 
Mstep: Class 3 contains 82200 members 
Mstep: Class 4 contains 10602 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 88610 members 
Mstep: Class 7 contains 10371 members 
Mstep: Class 8 contains 7650 members 
Mstep: Class 9 contains 95167 members 
Mstep: Class 10 contains 146910 members 
Mstep: Class 11 contains 73122 members 
Mstep: Class 12 contains 10914 members 
Mstep: Class 13 contains 46373 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38252 members 
Mstep: Class 16 contains 18809 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 94091 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 3985 members 
Mstep: Class 23 contains 143465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108672.000000 Penalty: 51286.125000
Iteration 353Q: 24 clusters Score -1.021087e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 82195 members 
Mstep: Class 4 contains 10603 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 88650 members 
Mstep: Class 7 contains 10387 members 
Mstep: Class 8 contains 7644 members 
Mstep: Class 9 contains 95092 members 
Mstep: Class 10 contains 146899 members 
Mstep: Class 11 contains 73146 members 
Mstep: Class 12 contains 10913 members 
Mstep: Class 13 contains 46373 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38253 members 
Mstep: Class 16 contains 18791 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 94110 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 3987 members 
Mstep: Class 23 contains 143483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108704.000000 Penalty: 51286.125000
Iteration 354Q: 24 clusters Score -1.021087e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 82195 members 
Mstep: Class 4 contains 10607 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 88639 members 
Mstep: Class 7 contains 10404 members 
Mstep: Class 8 contains 7635 members 
Mstep: Class 9 contains 95032 members 
Mstep: Class 10 contains 146874 members 
Mstep: Class 11 contains 73208 members 
Mstep: Class 12 contains 10910 members 
Mstep: Class 13 contains 46376 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38255 members 
Mstep: Class 16 contains 18776 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 94119 members 
Mstep: Class 19 contains 10536 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 3986 members 
Mstep: Class 23 contains 143516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108760.000000 Penalty: 51286.125000
Iteration 355Q: 24 clusters Score -1.021088e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 82169 members 
Mstep: Class 4 contains 10610 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 88674 members 
Mstep: Class 7 contains 10416 members 
Mstep: Class 8 contains 7626 members 
Mstep: Class 9 contains 94987 members 
Mstep: Class 10 contains 146881 members 
Mstep: Class 11 contains 73239 members 
Mstep: Class 12 contains 10910 members 
Mstep: Class 13 contains 46374 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38253 members 
Mstep: Class 16 contains 18763 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 94126 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 3983 members 
Mstep: Class 23 contains 143525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108832.000000 Penalty: 51286.125000
Iteration 356Q: 24 clusters Score -1.021088e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 82147 members 
Mstep: Class 4 contains 10609 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 88747 members 
Mstep: Class 7 contains 10429 members 
Mstep: Class 8 contains 7618 members 
Mstep: Class 9 contains 94912 members 
Mstep: Class 10 contains 146893 members 
Mstep: Class 11 contains 73256 members 
Mstep: Class 12 contains 10912 members 
Mstep: Class 13 contains 46368 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38252 members 
Mstep: Class 16 contains 18755 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 94130 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3349 members 
Mstep: Class 22 contains 3984 members 
Mstep: Class 23 contains 143530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108752.000000 Penalty: 51286.125000
Iteration 357Q: 24 clusters Score -1.021088e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 82103 members 
Mstep: Class 4 contains 10611 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 88825 members 
Mstep: Class 7 contains 10443 members 
Mstep: Class 8 contains 7613 members 
Mstep: Class 9 contains 94850 members 
Mstep: Class 10 contains 146897 members 
Mstep: Class 11 contains 73279 members 
Mstep: Class 12 contains 10917 members 
Mstep: Class 13 contains 46364 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38251 members 
Mstep: Class 16 contains 18741 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 94131 members 
Mstep: Class 19 contains 10533 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3348 members 
Mstep: Class 22 contains 3984 members 
Mstep: Class 23 contains 143540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108688.000000 Penalty: 51286.125000
Iteration 358Q: 24 clusters Score -1.021087e+08 nChanged 589
Entering ConstructFrom: 
Score: -102108688.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (14506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Entering Unmasked Estep 
Score: -1606982.875000 Penalty: 1557.126587
	Iteration 0F: 2 clusters Score -1606983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1597021.000000 Penalty: 3114.253174
	Iteration 0F: 3 clusters Score -1597021 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1600366.625000 Penalty: 3114.253174
	Iteration 1F: 3 clusters Score -1600367 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1600592.125000 Penalty: 3114.253174
	Iteration 2Q: 3 clusters Score -1600592 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1600766.125000 Penalty: 3114.253174
	Iteration 3Q: 3 clusters Score -1600766 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1600896.250000 Penalty: 3114.253174
	Iteration 4Q: 3 clusters Score -1600896 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1601002.125000 Penalty: 3114.253174
	Iteration 5Q: 3 clusters Score -1601002 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1601098.875000 Penalty: 3114.253174
	Iteration 6Q: 3 clusters Score -1601099 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1601182.000000 Penalty: 3114.253174
	Iteration 7Q: 3 clusters Score -1601182 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1601284.750000 Penalty: 3114.253174
	Iteration 8Q: 3 clusters Score -1601285 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1601412.875000 Penalty: 3114.253174
	Iteration 9Q: 3 clusters Score -1601413 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1601583.250000 Penalty: 3114.253174
	Iteration 10Q: 3 clusters Score -1601583 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1601822.625000 Penalty: 3114.253174
	Iteration 11Q: 3 clusters Score -1601823 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1602186.000000 Penalty: 3114.253174
	Iteration 12Q: 3 clusters Score -1602186 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1602734.625000 Penalty: 3114.253174
	Iteration 13F: 3 clusters Score -1602735 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1603411.000000 Penalty: 3114.253174
	Iteration 14F: 3 clusters Score -1603411 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1604165.750000 Penalty: 3114.253174
	Iteration 15F: 3 clusters Score -1604166 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1604795.625000 Penalty: 3114.253174
	Iteration 16Q: 3 clusters Score -1604796 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1605256.375000 Penalty: 3114.253174
	Iteration 17Q: 3 clusters Score -1605256 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1605578.000000 Penalty: 3114.253174
	Iteration 18Q: 3 clusters Score -1605578 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1605737.500000 Penalty: 3114.253174
	Iteration 19Q: 3 clusters Score -1605738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1605817.750000 Penalty: 3114.253174
	Iteration 20F: 3 clusters Score -1605818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1605881.875000 Penalty: 3114.253174
	Iteration 21Q: 3 clusters Score -1605882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1605927.500000 Penalty: 3114.253174
	Iteration 22Q: 3 clusters Score -1605928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1605943.500000 Penalty: 3114.253174
	Iteration 23Q: 3 clusters Score -1605944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1605954.875000 Penalty: 3114.253174
	Iteration 24Q: 3 clusters Score -1605955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1605963.875000 Penalty: 3114.253174
	Iteration 25Q: 3 clusters Score -1605964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1605974.500000 Penalty: 3114.253174
	Iteration 26Q: 3 clusters Score -1605974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1605982.625000 Penalty: 3114.253174
	Iteration 27Q: 3 clusters Score -1605983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1606000.125000 Penalty: 3114.253174
	Iteration 28Q: 3 clusters Score -1606000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1606004.125000 Penalty: 3114.253174
	Iteration 29Q: 3 clusters Score -1606004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1606006.000000 Penalty: 3114.253174
	Iteration 30Q: 3 clusters Score -1606006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1606011.250000 Penalty: 3114.253174
	Iteration 31Q: 3 clusters Score -1606011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1606018.750000 Penalty: 3114.253174
	Iteration 32Q: 3 clusters Score -1606019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1606021.000000 Penalty: 3114.253174
	Iteration 33Q: 3 clusters Score -1606021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1606024.000000 Penalty: 3114.253174
	Iteration 34Q: 3 clusters Score -1606024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1606028.500000 Penalty: 3114.253174
	Iteration 35Q: 3 clusters Score -1606028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1606033.875000 Penalty: 3114.253174
	Iteration 36Q: 3 clusters Score -1606034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1606038.375000 Penalty: 3114.253174
	Iteration 37Q: 3 clusters Score -1606038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1606043.500000 Penalty: 3114.253174
	Iteration 38Q: 3 clusters Score -1606044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1606043.000000 Penalty: 3114.253174
	Iteration 39Q: 3 clusters Score -1606043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1606045.000000 Penalty: 3114.253174
	Iteration 40F: 3 clusters Score -1606045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1606050.750000 Penalty: 3114.253174
	Iteration 41Q: 3 clusters Score -1606051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1606055.000000 Penalty: 3114.253174
	Iteration 42Q: 3 clusters Score -1606055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1606055.750000 Penalty: 3114.253174
	Iteration 43Q: 3 clusters Score -1606056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1606055.750000 Penalty: 3114.253174
	Iteration 44F: 3 clusters Score -1606056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Entering Unmasked Estep 
Score: -404802.000000 Penalty: 1329.165649
	Iteration 0F: 2 clusters Score -404802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -401697.750000 Penalty: 2658.331299
	Iteration 0F: 3 clusters Score -401697.8 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -402509.281250 Penalty: 2658.331299
	Iteration 1F: 3 clusters Score -402509.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -402683.375000 Penalty: 2658.331299
	Iteration 2F: 3 clusters Score -402683.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -402815.531250 Penalty: 2658.331299
	Iteration 3F: 3 clusters Score -402815.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -402911.562500 Penalty: 2658.331299
	Iteration 4Q: 3 clusters Score -402911.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -402971.031250 Penalty: 2658.331299
	Iteration 5Q: 3 clusters Score -402971 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -403012.968750 Penalty: 2658.331299
	Iteration 6Q: 3 clusters Score -403013 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -403065.406250 Penalty: 2658.331299
	Iteration 7Q: 3 clusters Score -403065.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -403123.718750 Penalty: 2658.331299
	Iteration 8Q: 3 clusters Score -403123.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -403198.937500 Penalty: 2658.331299
	Iteration 9Q: 3 clusters Score -403198.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -403285.468750 Penalty: 2658.331299
	Iteration 10Q: 3 clusters Score -403285.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -403380.906250 Penalty: 2658.331299
	Iteration 11Q: 3 clusters Score -403380.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -403468.937500 Penalty: 2658.331299
	Iteration 12Q: 3 clusters Score -403468.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -403555.031250 Penalty: 2658.331299
	Iteration 13Q: 3 clusters Score -403555 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -403616.562500 Penalty: 2658.331299
	Iteration 14Q: 3 clusters Score -403616.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -403669.000000 Penalty: 2658.331299
	Iteration 15Q: 3 clusters Score -403669 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -403710.062500 Penalty: 2658.331299
	Iteration 16Q: 3 clusters Score -403710.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -403745.187500 Penalty: 2658.331299
	Iteration 17Q: 3 clusters Score -403745.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -403778.343750 Penalty: 2658.331299
	Iteration 18Q: 3 clusters Score -403778.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -403816.875000 Penalty: 2658.331299
	Iteration 19Q: 3 clusters Score -403816.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -403847.406250 Penalty: 2658.331299
	Iteration 20F: 3 clusters Score -403847.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -403866.750000 Penalty: 2658.331299
	Iteration 21Q: 3 clusters Score -403866.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -403884.125000 Penalty: 2658.331299
	Iteration 22Q: 3 clusters Score -403884.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -403899.031250 Penalty: 2658.331299
	Iteration 23Q: 3 clusters Score -403899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -403915.406250 Penalty: 2658.331299
	Iteration 24Q: 3 clusters Score -403915.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -403934.031250 Penalty: 2658.331299
	Iteration 25Q: 3 clusters Score -403934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -403951.312500 Penalty: 2658.331299
	Iteration 26Q: 3 clusters Score -403951.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -403966.437500 Penalty: 2658.331299
	Iteration 27Q: 3 clusters Score -403966.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -403972.687500 Penalty: 2658.331299
	Iteration 28Q: 3 clusters Score -403972.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -403978.093750 Penalty: 2658.331299
	Iteration 29Q: 3 clusters Score -403978.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -403986.562500 Penalty: 2658.331299
	Iteration 30Q: 3 clusters Score -403986.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -403991.906250 Penalty: 2658.331299
	Iteration 31Q: 3 clusters Score -403991.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -403998.000000 Penalty: 2658.331299
	Iteration 32Q: 3 clusters Score -403998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -404002.531250 Penalty: 2658.331299
	Iteration 33Q: 3 clusters Score -404002.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -404006.781250 Penalty: 2658.331299
	Iteration 34Q: 3 clusters Score -404006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -404008.531250 Penalty: 2658.331299
	Iteration 35Q: 3 clusters Score -404008.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -404013.468750 Penalty: 2658.331299
	Iteration 36Q: 3 clusters Score -404013.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -404015.843750 Penalty: 2658.331299
	Iteration 37Q: 3 clusters Score -404015.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -404019.437500 Penalty: 2658.331299
	Iteration 38Q: 3 clusters Score -404019.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -404025.312500 Penalty: 2658.331299
	Iteration 39Q: 3 clusters Score -404025.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -404035.031250 Penalty: 2658.331299
	Iteration 40F: 3 clusters Score -404035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -404051.625000 Penalty: 2658.331299
	Iteration 41Q: 3 clusters Score -404051.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -404070.843750 Penalty: 2658.331299
	Iteration 42Q: 3 clusters Score -404070.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -404110.781250 Penalty: 2658.331299
	Iteration 43Q: 3 clusters Score -404110.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -404152.156250 Penalty: 2658.331299
	Iteration 44Q: 3 clusters Score -404152.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -404176.812500 Penalty: 2658.331299
	Iteration 45Q: 3 clusters Score -404176.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -404199.031250 Penalty: 2658.331299
	Iteration 46Q: 3 clusters Score -404199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -404218.718750 Penalty: 2658.331299
	Iteration 47Q: 3 clusters Score -404218.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -404237.906250 Penalty: 2658.331299
	Iteration 48Q: 3 clusters Score -404237.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -404261.937500 Penalty: 2658.331299
	Iteration 49Q: 3 clusters Score -404261.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -404276.500000 Penalty: 2658.331299
	Iteration 50Q: 3 clusters Score -404276.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -404283.093750 Penalty: 2658.331299
	Iteration 51Q: 3 clusters Score -404283.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -404291.125000 Penalty: 2658.331299
	Iteration 52Q: 3 clusters Score -404291.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -404297.500000 Penalty: 2658.331299
	Iteration 53Q: 3 clusters Score -404297.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -404302.812500 Penalty: 2658.331299
	Iteration 54Q: 3 clusters Score -404302.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -404305.937500 Penalty: 2658.331299
	Iteration 55Q: 3 clusters Score -404305.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -404307.937500 Penalty: 2658.331299
	Iteration 56Q: 3 clusters Score -404307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -404309.875000 Penalty: 2658.331299
	Iteration 57Q: 3 clusters Score -404309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -404312.343750 Penalty: 2658.331299
	Iteration 58Q: 3 clusters Score -404312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -404311.937500 Penalty: 2658.331299
	Iteration 59Q: 3 clusters Score -404311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -404313.843750 Penalty: 2658.331299
	Iteration 60F: 3 clusters Score -404313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -404313.343750 Penalty: 2658.331299
	Iteration 61Q: 3 clusters Score -404313.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -404313.343750 Penalty: 2658.331299
	Iteration 62F: 3 clusters Score -404313.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (82059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82059 members 
Entering Unmasked Estep 
Score: -9510009.000000 Penalty: 1838.718994
	Iteration 0F: 2 clusters Score -9510009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -9455387.000000 Penalty: 3677.437988
	Iteration 0F: 3 clusters Score -9455387 nChanged 39031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -9478010.000000 Penalty: 3677.437988
	Iteration 1F: 3 clusters Score -9478010 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -9478966.000000 Penalty: 3677.437988
	Iteration 2Q: 3 clusters Score -9478966 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -9480701.000000 Penalty: 3677.437988
	Iteration 3Q: 3 clusters Score -9480701 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -9483548.000000 Penalty: 3677.437988
	Iteration 4F: 3 clusters Score -9483548 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -9488415.000000 Penalty: 3677.437988
	Iteration 5F: 3 clusters Score -9488415 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -9494823.000000 Penalty: 3677.437988
	Iteration 6F: 3 clusters Score -9494823 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -9500959.000000 Penalty: 3677.437988
	Iteration 7F: 3 clusters Score -9500959 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -9504677.000000 Penalty: 3677.437988
	Iteration 8Q: 3 clusters Score -9504677 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -9506591.000000 Penalty: 3677.437988
	Iteration 9Q: 3 clusters Score -9506591 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9507450.000000 Penalty: 3677.437988
	Iteration 10Q: 3 clusters Score -9507450 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81079 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9507919.000000 Penalty: 3677.437988
	Iteration 11Q: 3 clusters Score -9507919 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9508131.000000 Penalty: 3677.437988
	Iteration 12Q: 3 clusters Score -9508131 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9508209.000000 Penalty: 3677.437988
	Iteration 13Q: 3 clusters Score -9508209 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81594 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9508262.000000 Penalty: 3677.437988
	Iteration 14Q: 3 clusters Score -9508262 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9508312.000000 Penalty: 3677.437988
	Iteration 15Q: 3 clusters Score -9508312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81669 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9508366.000000 Penalty: 3677.437988
	Iteration 16Q: 3 clusters Score -9508366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9508357.000000 Penalty: 3677.437988
	Iteration 17Q: 3 clusters Score -9508357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9508377.000000 Penalty: 3677.437988
	Iteration 18Q: 3 clusters Score -9508377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81708 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9508394.000000 Penalty: 3677.437988
	Iteration 19Q: 3 clusters Score -9508394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9508409.000000 Penalty: 3677.437988
	Iteration 20F: 3 clusters Score -9508409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9508418.000000 Penalty: 3677.437988
	Iteration 21Q: 3 clusters Score -9508418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81729 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9508434.000000 Penalty: 3677.437988
	Iteration 22Q: 3 clusters Score -9508434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9508433.000000 Penalty: 3677.437988
	Iteration 23Q: 3 clusters Score -9508433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9508439.000000 Penalty: 3677.437988
	Iteration 24Q: 3 clusters Score -9508439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9508435.000000 Penalty: 3677.437988
	Iteration 25Q: 3 clusters Score -9508435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81746 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9508435.000000 Penalty: 3677.437988
	Iteration 26Q: 3 clusters Score -9508435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81746 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9508438.000000 Penalty: 3677.437988
	Iteration 27Q: 3 clusters Score -9508438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81748 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9508442.000000 Penalty: 3677.437988
	Iteration 28Q: 3 clusters Score -9508442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9508444.000000 Penalty: 3677.437988
	Iteration 29Q: 3 clusters Score -9508444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9508444.000000 Penalty: 3677.437988
	Iteration 30F: 3 clusters Score -9508444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Entering Unmasked Estep 
Score: -1226566.000000 Penalty: 1506.363403
	Iteration 0F: 2 clusters Score -1226566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1219012.500000 Penalty: 3012.726807
	Iteration 0F: 3 clusters Score -1219012 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1221470.375000 Penalty: 3012.726807
	Iteration 1F: 3 clusters Score -1221470 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1221758.875000 Penalty: 3012.726807
	Iteration 2F: 3 clusters Score -1221759 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1222100.250000 Penalty: 3012.726807
	Iteration 3F: 3 clusters Score -1222100 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1222554.250000 Penalty: 3012.726807
	Iteration 4F: 3 clusters Score -1222554 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1223175.250000 Penalty: 3012.726807
	Iteration 5F: 3 clusters Score -1223175 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1223852.750000 Penalty: 3012.726807
	Iteration 6F: 3 clusters Score -1223853 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1224427.500000 Penalty: 3012.726807
	Iteration 7F: 3 clusters Score -1224428 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1224839.500000 Penalty: 3012.726807
	Iteration 8Q: 3 clusters Score -1224840 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1225074.875000 Penalty: 3012.726807
	Iteration 9Q: 3 clusters Score -1225075 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1225177.500000 Penalty: 3012.726807
	Iteration 10Q: 3 clusters Score -1225178 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1225242.625000 Penalty: 3012.726807
	Iteration 11Q: 3 clusters Score -1225243 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1225298.125000 Penalty: 3012.726807
	Iteration 12Q: 3 clusters Score -1225298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1225326.500000 Penalty: 3012.726807
	Iteration 13Q: 3 clusters Score -1225326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1225347.625000 Penalty: 3012.726807
	Iteration 14Q: 3 clusters Score -1225348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1225359.500000 Penalty: 3012.726807
	Iteration 15Q: 3 clusters Score -1225360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1225363.500000 Penalty: 3012.726807
	Iteration 16Q: 3 clusters Score -1225364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1225369.375000 Penalty: 3012.726807
	Iteration 17Q: 3 clusters Score -1225369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1225374.375000 Penalty: 3012.726807
	Iteration 18Q: 3 clusters Score -1225374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1225378.750000 Penalty: 3012.726807
	Iteration 19Q: 3 clusters Score -1225379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1225378.750000 Penalty: 3012.726807
	Iteration 20F: 3 clusters Score -1225379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1225380.500000 Penalty: 3012.726807
	Iteration 21Q: 3 clusters Score -1225380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1225383.000000 Penalty: 3012.726807
	Iteration 22Q: 3 clusters Score -1225383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1225389.250000 Penalty: 3012.726807
	Iteration 23Q: 3 clusters Score -1225389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1225389.125000 Penalty: 3012.726807
	Iteration 24Q: 3 clusters Score -1225389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1225391.500000 Penalty: 3012.726807
	Iteration 25Q: 3 clusters Score -1225392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1225392.250000 Penalty: 3012.726807
	Iteration 26Q: 3 clusters Score -1225392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1225394.500000 Penalty: 3012.726807
	Iteration 27Q: 3 clusters Score -1225394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1225395.500000 Penalty: 3012.726807
	Iteration 28Q: 3 clusters Score -1225396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1225396.500000 Penalty: 3012.726807
	Iteration 29Q: 3 clusters Score -1225396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1225395.625000 Penalty: 3012.726807
	Iteration 30Q: 3 clusters Score -1225396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1225395.625000 Penalty: 3012.726807
	Iteration 31F: 3 clusters Score -1225396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -45999.730469 Penalty: 996.677185
	Iteration 0F: 2 clusters Score -45999.73 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 231 members 
Entering Unmasked Estep 
Score: -44988.824219 Penalty: 1993.354370
	Iteration 0F: 3 clusters Score -44988.82 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45161.929688 Penalty: 1993.354370
	Iteration 1F: 3 clusters Score -45161.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45293.496094 Penalty: 1993.354370
	Iteration 2F: 3 clusters Score -45293.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45380.746094 Penalty: 1993.354370
	Iteration 3F: 3 clusters Score -45380.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45438.593750 Penalty: 1993.354370
	Iteration 4Q: 3 clusters Score -45438.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45513.183594 Penalty: 1993.354370
	Iteration 5Q: 3 clusters Score -45513.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45610.968750 Penalty: 1993.354370
	Iteration 6Q: 3 clusters Score -45610.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45734.601562 Penalty: 1993.354370
	Iteration 7Q: 3 clusters Score -45734.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45851.609375 Penalty: 1993.354370
	Iteration 8Q: 3 clusters Score -45851.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45907.175781 Penalty: 1993.354370
	Iteration 9Q: 3 clusters Score -45907.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45923.492188 Penalty: 1993.354370
	Iteration 10Q: 3 clusters Score -45923.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45929.652344 Penalty: 1993.354370
	Iteration 11Q: 3 clusters Score -45929.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45929.652344 Penalty: 1993.354370
	Iteration 12F: 3 clusters Score -45929.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Entering Unmasked Estep 
Score: -10371582.000000 Penalty: 1851.763794
	Iteration 0F: 2 clusters Score -1.037158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -10312790.000000 Penalty: 3703.527588
	Iteration 0F: 3 clusters Score -1.031279e+07 nChanged 42496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -10337478.000000 Penalty: 3703.527588
	Iteration 1F: 3 clusters Score -1.033748e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -10337914.000000 Penalty: 3703.527588
	Iteration 2Q: 3 clusters Score -1.033791e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -10338428.000000 Penalty: 3703.527588
	Iteration 3Q: 3 clusters Score -1.033843e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -10339076.000000 Penalty: 3703.527588
	Iteration 4Q: 3 clusters Score -1.033908e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -10339953.000000 Penalty: 3703.527588
	Iteration 5Q: 3 clusters Score -1.033995e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -10341143.000000 Penalty: 3703.527588
	Iteration 6Q: 3 clusters Score -1.034114e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -10342778.000000 Penalty: 3703.527588
	Iteration 7Q: 3 clusters Score -1.034278e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -10345200.000000 Penalty: 3703.527588
	Iteration 8Q: 3 clusters Score -1.03452e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -10348674.000000 Penalty: 3703.527588
	Iteration 9F: 3 clusters Score -1.034867e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -10353473.000000 Penalty: 3703.527588
	Iteration 10F: 3 clusters Score -1.035347e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 76093 members 
Entering Unmasked Estep 
Score: -10359466.000000 Penalty: 3703.527588
	Iteration 11F: 3 clusters Score -1.035947e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 82175 members 
Entering Unmasked Estep 
Score: -10364468.000000 Penalty: 3703.527588
	Iteration 12F: 3 clusters Score -1.036447e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -10367551.000000 Penalty: 3703.527588
	Iteration 13Q: 3 clusters Score -1.036755e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 87734 members 
Entering Unmasked Estep 
Score: -10368964.000000 Penalty: 3703.527588
	Iteration 14Q: 3 clusters Score -1.036896e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 88360 members 
Entering Unmasked Estep 
Score: -10369504.000000 Penalty: 3703.527588
	Iteration 15Q: 3 clusters Score -1.03695e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 88560 members 
Entering Unmasked Estep 
Score: -10369728.000000 Penalty: 3703.527588
	Iteration 16Q: 3 clusters Score -1.036973e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 88641 members 
Entering Unmasked Estep 
Score: -10369837.000000 Penalty: 3703.527588
	Iteration 17Q: 3 clusters Score -1.036984e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
Score: -10369915.000000 Penalty: 3703.527588
	Iteration 18Q: 3 clusters Score -1.036992e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 88709 members 
Entering Unmasked Estep 
Score: -10369949.000000 Penalty: 3703.527588
	Iteration 19Q: 3 clusters Score -1.036995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 88720 members 
Entering Unmasked Estep 
Score: -10369968.000000 Penalty: 3703.527588
	Iteration 20F: 3 clusters Score -1.036997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 88725 members 
Entering Unmasked Estep 
Score: -10369977.000000 Penalty: 3703.527588
	Iteration 21Q: 3 clusters Score -1.036998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -10369989.000000 Penalty: 3703.527588
	Iteration 22Q: 3 clusters Score -1.036999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -10369993.000000 Penalty: 3703.527588
	Iteration 23Q: 3 clusters Score -1.036999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 88730 members 
Entering Unmasked Estep 
Score: -10370001.000000 Penalty: 3703.527588
	Iteration 24Q: 3 clusters Score -1.037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 88732 members 
Entering Unmasked Estep 
Score: -10370002.000000 Penalty: 3703.527588
	Iteration 25Q: 3 clusters Score -1.037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 88732 members 
Entering Unmasked Estep 
Score: -10370002.000000 Penalty: 3703.527588
	Iteration 26F: 3 clusters Score -1.037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Entering Unmasked Estep 
Score: -1206684.500000 Penalty: 1503.957397
	Iteration 0F: 2 clusters Score -1206684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1199179.750000 Penalty: 3007.914795
	Iteration 0F: 3 clusters Score -1199180 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1201496.125000 Penalty: 3007.914795
	Iteration 1F: 3 clusters Score -1201496 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1201737.750000 Penalty: 3007.914795
	Iteration 2F: 3 clusters Score -1201738 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1201942.000000 Penalty: 3007.914795
	Iteration 3Q: 3 clusters Score -1201942 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1202153.000000 Penalty: 3007.914795
	Iteration 4Q: 3 clusters Score -1202153 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1202441.500000 Penalty: 3007.914795
	Iteration 5Q: 3 clusters Score -1202442 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1202837.875000 Penalty: 3007.914795
	Iteration 6F: 3 clusters Score -1202838 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1203336.125000 Penalty: 3007.914795
	Iteration 7F: 3 clusters Score -1203336 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1203926.750000 Penalty: 3007.914795
	Iteration 8F: 3 clusters Score -1203927 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1204370.875000 Penalty: 3007.914795
	Iteration 9Q: 3 clusters Score -1204371 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1204733.125000 Penalty: 3007.914795
	Iteration 10Q: 3 clusters Score -1204733 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1204951.125000 Penalty: 3007.914795
	Iteration 11Q: 3 clusters Score -1204951 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1205080.625000 Penalty: 3007.914795
	Iteration 12Q: 3 clusters Score -1205081 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1205163.125000 Penalty: 3007.914795
	Iteration 13Q: 3 clusters Score -1205163 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1205220.000000 Penalty: 3007.914795
	Iteration 14Q: 3 clusters Score -1205220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1205274.625000 Penalty: 3007.914795
	Iteration 15Q: 3 clusters Score -1205275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1205308.250000 Penalty: 3007.914795
	Iteration 16Q: 3 clusters Score -1205308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1205329.625000 Penalty: 3007.914795
	Iteration 17Q: 3 clusters Score -1205330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1205353.625000 Penalty: 3007.914795
	Iteration 18Q: 3 clusters Score -1205354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1205377.250000 Penalty: 3007.914795
	Iteration 19Q: 3 clusters Score -1205377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1205400.875000 Penalty: 3007.914795
	Iteration 20F: 3 clusters Score -1205401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1205409.625000 Penalty: 3007.914795
	Iteration 21Q: 3 clusters Score -1205410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1205418.875000 Penalty: 3007.914795
	Iteration 22Q: 3 clusters Score -1205419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1205430.250000 Penalty: 3007.914795
	Iteration 23Q: 3 clusters Score -1205430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1205436.000000 Penalty: 3007.914795
	Iteration 24Q: 3 clusters Score -1205436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1205437.375000 Penalty: 3007.914795
	Iteration 25Q: 3 clusters Score -1205437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1205437.500000 Penalty: 3007.914795
	Iteration 26Q: 3 clusters Score -1205438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1205437.500000 Penalty: 3007.914795
	Iteration 27F: 3 clusters Score -1205438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Entering Unmasked Estep 
Score: -877255.437500 Penalty: 1452.276611
	Iteration 0F: 2 clusters Score -877255.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -871653.875000 Penalty: 2904.553223
	Iteration 0F: 3 clusters Score -871653.9 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -873344.875000 Penalty: 2904.553223
	Iteration 1F: 3 clusters Score -873344.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -873595.000000 Penalty: 2904.553223
	Iteration 2F: 3 clusters Score -873595 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -873805.000000 Penalty: 2904.553223
	Iteration 3F: 3 clusters Score -873805 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -874000.750000 Penalty: 2904.553223
	Iteration 4Q: 3 clusters Score -874000.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -874177.687500 Penalty: 2904.553223
	Iteration 5Q: 3 clusters Score -874177.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -874390.500000 Penalty: 2904.553223
	Iteration 6Q: 3 clusters Score -874390.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -874592.187500 Penalty: 2904.553223
	Iteration 7Q: 3 clusters Score -874592.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -874771.750000 Penalty: 2904.553223
	Iteration 8Q: 3 clusters Score -874771.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -874941.375000 Penalty: 2904.553223
	Iteration 9Q: 3 clusters Score -874941.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -875110.625000 Penalty: 2904.553223
	Iteration 10Q: 3 clusters Score -875110.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -875259.687500 Penalty: 2904.553223
	Iteration 11Q: 3 clusters Score -875259.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -875379.375000 Penalty: 2904.553223
	Iteration 12Q: 3 clusters Score -875379.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -875488.187500 Penalty: 2904.553223
	Iteration 13Q: 3 clusters Score -875488.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -875579.562500 Penalty: 2904.553223
	Iteration 14Q: 3 clusters Score -875579.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -875645.687500 Penalty: 2904.553223
	Iteration 15Q: 3 clusters Score -875645.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -875706.625000 Penalty: 2904.553223
	Iteration 16Q: 3 clusters Score -875706.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -875750.250000 Penalty: 2904.553223
	Iteration 17Q: 3 clusters Score -875750.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -875778.187500 Penalty: 2904.553223
	Iteration 18Q: 3 clusters Score -875778.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -875804.500000 Penalty: 2904.553223
	Iteration 19Q: 3 clusters Score -875804.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -875823.937500 Penalty: 2904.553223
	Iteration 20F: 3 clusters Score -875823.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -875840.625000 Penalty: 2904.553223
	Iteration 21Q: 3 clusters Score -875840.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -875852.562500 Penalty: 2904.553223
	Iteration 22Q: 3 clusters Score -875852.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -875865.312500 Penalty: 2904.553223
	Iteration 23Q: 3 clusters Score -875865.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -875877.062500 Penalty: 2904.553223
	Iteration 24Q: 3 clusters Score -875877.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -875888.250000 Penalty: 2904.553223
	Iteration 25Q: 3 clusters Score -875888.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -875896.625000 Penalty: 2904.553223
	Iteration 26Q: 3 clusters Score -875896.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -875904.375000 Penalty: 2904.553223
	Iteration 27Q: 3 clusters Score -875904.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -875910.562500 Penalty: 2904.553223
	Iteration 28Q: 3 clusters Score -875910.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -875914.437500 Penalty: 2904.553223
	Iteration 29Q: 3 clusters Score -875914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -875916.000000 Penalty: 2904.553223
	Iteration 30Q: 3 clusters Score -875916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -875920.875000 Penalty: 2904.553223
	Iteration 31Q: 3 clusters Score -875920.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -875921.687500 Penalty: 2904.553223
	Iteration 32Q: 3 clusters Score -875921.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -875921.937500 Penalty: 2904.553223
	Iteration 33Q: 3 clusters Score -875921.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -875924.312500 Penalty: 2904.553223
	Iteration 34Q: 3 clusters Score -875924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -875925.125000 Penalty: 2904.553223
	Iteration 35Q: 3 clusters Score -875925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -875924.750000 Penalty: 2904.553223
	Iteration 36Q: 3 clusters Score -875924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -875925.625000 Penalty: 2904.553223
	Iteration 37Q: 3 clusters Score -875925.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -875926.875000 Penalty: 2904.553223
	Iteration 38Q: 3 clusters Score -875926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -875928.812500 Penalty: 2904.553223
	Iteration 39Q: 3 clusters Score -875928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -875927.812500 Penalty: 2904.553223
	Iteration 40F: 3 clusters Score -875927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -875928.562500 Penalty: 2904.553223
	Iteration 41Q: 3 clusters Score -875928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -875928.562500 Penalty: 2904.553223
	Iteration 42F: 3 clusters Score -875928.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (94781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94781 members 
Entering Unmasked Estep 
Score: -11046443.000000 Penalty: 1862.140137
	Iteration 0F: 2 clusters Score -1.104644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -10985040.000000 Penalty: 3724.280273
	Iteration 0F: 3 clusters Score -1.098504e+07 nChanged 45376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -11011065.000000 Penalty: 3724.280273
	Iteration 1F: 3 clusters Score -1.101106e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -11011615.000000 Penalty: 3724.280273
	Iteration 2Q: 3 clusters Score -1.101162e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -11012313.000000 Penalty: 3724.280273
	Iteration 3Q: 3 clusters Score -1.101231e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -11013378.000000 Penalty: 3724.280273
	Iteration 4Q: 3 clusters Score -1.101338e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -11015305.000000 Penalty: 3724.280273
	Iteration 5Q: 3 clusters Score -1.10153e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -11018826.000000 Penalty: 3724.280273
	Iteration 6F: 3 clusters Score -1.101883e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73221 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -11024985.000000 Penalty: 3724.280273
	Iteration 7F: 3 clusters Score -1.102498e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82124 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -11033181.000000 Penalty: 3724.280273
	Iteration 8F: 3 clusters Score -1.103318e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89402 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -11039875.000000 Penalty: 3724.280273
	Iteration 9F: 3 clusters Score -1.103988e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93131 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -11043247.000000 Penalty: 3724.280273
	Iteration 10Q: 3 clusters Score -1.104325e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94321 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -11044343.000000 Penalty: 3724.280273
	Iteration 11Q: 3 clusters Score -1.104434e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94577 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11044587.000000 Penalty: 3724.280273
	Iteration 12Q: 3 clusters Score -1.104459e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94636 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11044697.000000 Penalty: 3724.280273
	Iteration 13Q: 3 clusters Score -1.10447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94651 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11044735.000000 Penalty: 3724.280273
	Iteration 14Q: 3 clusters Score -1.104474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94658 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11044753.000000 Penalty: 3724.280273
	Iteration 15Q: 3 clusters Score -1.104475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94665 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11044771.000000 Penalty: 3724.280273
	Iteration 16Q: 3 clusters Score -1.104477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94669 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11044782.000000 Penalty: 3724.280273
	Iteration 17Q: 3 clusters Score -1.104478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94670 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11044798.000000 Penalty: 3724.280273
	Iteration 18Q: 3 clusters Score -1.10448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94673 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11044798.000000 Penalty: 3724.280273
	Iteration 19Q: 3 clusters Score -1.10448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94673 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11044798.000000 Penalty: 3724.280273
	Iteration 20F: 3 clusters Score -1.10448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (146916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146916 members 
Entering Unmasked Estep 
Score: -16659241.000000 Penalty: 1933.362671
	Iteration 0F: 2 clusters Score -1.665924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 73413 members 
Entering Unmasked Estep 
Score: -16563050.000000 Penalty: 3866.725342
	Iteration 0F: 3 clusters Score -1.656305e+07 nChanged 70796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -16604369.000000 Penalty: 3866.725342
	Iteration 1F: 3 clusters Score -1.660437e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -16605129.000000 Penalty: 3866.725342
	Iteration 2Q: 3 clusters Score -1.660513e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -16606164.000000 Penalty: 3866.725342
	Iteration 3Q: 3 clusters Score -1.660616e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -16607524.000000 Penalty: 3866.725342
	Iteration 4Q: 3 clusters Score -1.660752e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80165 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -16609553.000000 Penalty: 3866.725342
	Iteration 5Q: 3 clusters Score -1.660955e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -16612887.000000 Penalty: 3866.725342
	Iteration 6Q: 3 clusters Score -1.661289e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -16618094.000000 Penalty: 3866.725342
	Iteration 7F: 3 clusters Score -1.661809e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91988 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -16625361.000000 Penalty: 3866.725342
	Iteration 8F: 3 clusters Score -1.662536e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95360 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -16632395.000000 Penalty: 3866.725342
	Iteration 9F: 3 clusters Score -1.66324e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97493 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -16636920.000000 Penalty: 3866.725342
	Iteration 10F: 3 clusters Score -1.663692e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99052 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -16638654.000000 Penalty: 3866.725342
	Iteration 11Q: 3 clusters Score -1.663865e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100543 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -16639405.000000 Penalty: 3866.725342
	Iteration 12Q: 3 clusters Score -1.66394e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101926 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -16639972.000000 Penalty: 3866.725342
	Iteration 13Q: 3 clusters Score -1.663997e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103313 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -16640477.000000 Penalty: 3866.725342
	Iteration 14Q: 3 clusters Score -1.664048e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104779 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -16640932.000000 Penalty: 3866.725342
	Iteration 15Q: 3 clusters Score -1.664093e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106229 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -16641482.000000 Penalty: 3866.725342
	Iteration 16Q: 3 clusters Score -1.664148e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107679 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -16641870.000000 Penalty: 3866.725342
	Iteration 17Q: 3 clusters Score -1.664187e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109194 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -16642381.000000 Penalty: 3866.725342
	Iteration 18Q: 3 clusters Score -1.664238e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110745 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -16642810.000000 Penalty: 3866.725342
	Iteration 19Q: 3 clusters Score -1.664281e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112283 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -16643279.000000 Penalty: 3866.725342
	Iteration 20F: 3 clusters Score -1.664328e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113816 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -16643652.000000 Penalty: 3866.725342
	Iteration 21Q: 3 clusters Score -1.664365e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115377 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -16644381.000000 Penalty: 3866.725342
	Iteration 22Q: 3 clusters Score -1.664438e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117006 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -16644848.000000 Penalty: 3866.725342
	Iteration 23Q: 3 clusters Score -1.664485e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118668 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -16645375.000000 Penalty: 3866.725342
	Iteration 24Q: 3 clusters Score -1.664538e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120455 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -16645870.000000 Penalty: 3866.725342
	Iteration 25Q: 3 clusters Score -1.664587e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122226 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -16646474.000000 Penalty: 3866.725342
	Iteration 26Q: 3 clusters Score -1.664647e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123962 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -16647023.000000 Penalty: 3866.725342
	Iteration 27Q: 3 clusters Score -1.664702e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125774 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -16647700.000000 Penalty: 3866.725342
	Iteration 28Q: 3 clusters Score -1.66477e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127592 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -16648343.000000 Penalty: 3866.725342
	Iteration 29Q: 3 clusters Score -1.664834e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129436 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -16649115.000000 Penalty: 3866.725342
	Iteration 30Q: 3 clusters Score -1.664912e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131234 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -16649956.000000 Penalty: 3866.725342
	Iteration 31Q: 3 clusters Score -1.664996e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132983 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -16650819.000000 Penalty: 3866.725342
	Iteration 32Q: 3 clusters Score -1.665082e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134639 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -16651633.000000 Penalty: 3866.725342
	Iteration 33Q: 3 clusters Score -1.665163e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136218 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -16652358.000000 Penalty: 3866.725342
	Iteration 34Q: 3 clusters Score -1.665236e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137659 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -16653029.000000 Penalty: 3866.725342
	Iteration 35Q: 3 clusters Score -1.665303e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139045 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -16653773.000000 Penalty: 3866.725342
	Iteration 36Q: 3 clusters Score -1.665377e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140266 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -16654449.000000 Penalty: 3866.725342
	Iteration 37Q: 3 clusters Score -1.665445e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141298 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -16654960.000000 Penalty: 3866.725342
	Iteration 38Q: 3 clusters Score -1.665496e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142194 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -16655382.000000 Penalty: 3866.725342
	Iteration 39Q: 3 clusters Score -1.665538e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142939 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -16655727.000000 Penalty: 3866.725342
	Iteration 40F: 3 clusters Score -1.665573e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143570 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -16656110.000000 Penalty: 3866.725342
	Iteration 41Q: 3 clusters Score -1.665611e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144091 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -16656359.000000 Penalty: 3866.725342
	Iteration 42Q: 3 clusters Score -1.665636e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144517 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -16656606.000000 Penalty: 3866.725342
	Iteration 43Q: 3 clusters Score -1.665661e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144854 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -16656766.000000 Penalty: 3866.725342
	Iteration 44Q: 3 clusters Score -1.665677e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145118 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -16656875.000000 Penalty: 3866.725342
	Iteration 45Q: 3 clusters Score -1.665688e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145319 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -16656991.000000 Penalty: 3866.725342
	Iteration 46Q: 3 clusters Score -1.665699e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145487 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -16657084.000000 Penalty: 3866.725342
	Iteration 47Q: 3 clusters Score -1.665708e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145622 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -16657170.000000 Penalty: 3866.725342
	Iteration 48Q: 3 clusters Score -1.665717e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145735 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -16657240.000000 Penalty: 3866.725342
	Iteration 49Q: 3 clusters Score -1.665724e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145822 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -16657265.000000 Penalty: 3866.725342
	Iteration 50Q: 3 clusters Score -1.665726e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145896 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -16657305.000000 Penalty: 3866.725342
	Iteration 51Q: 3 clusters Score -1.66573e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145969 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16657357.000000 Penalty: 3866.725342
	Iteration 52Q: 3 clusters Score -1.665736e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146014 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16657377.000000 Penalty: 3866.725342
	Iteration 53Q: 3 clusters Score -1.665738e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146054 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -16657406.000000 Penalty: 3866.725342
	Iteration 54Q: 3 clusters Score -1.665741e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146088 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -16657421.000000 Penalty: 3866.725342
	Iteration 55Q: 3 clusters Score -1.665742e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146117 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -16657457.000000 Penalty: 3866.725342
	Iteration 56Q: 3 clusters Score -1.665746e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146145 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -16657474.000000 Penalty: 3866.725342
	Iteration 57Q: 3 clusters Score -1.665747e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146165 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16657490.000000 Penalty: 3866.725342
	Iteration 58Q: 3 clusters Score -1.665749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146174 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -16657496.000000 Penalty: 3866.725342
	Iteration 59Q: 3 clusters Score -1.66575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146186 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -16657492.000000 Penalty: 3866.725342
	Iteration 60F: 3 clusters Score -1.665749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146193 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -16657505.000000 Penalty: 3866.725342
	Iteration 61Q: 3 clusters Score -1.66575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146203 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -16657515.000000 Penalty: 3866.725342
	Iteration 62Q: 3 clusters Score -1.665752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146213 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -16657505.000000 Penalty: 3866.725342
	Iteration 63Q: 3 clusters Score -1.66575e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146224 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -16657511.000000 Penalty: 3866.725342
	Iteration 64Q: 3 clusters Score -1.665751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146234 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -16657533.000000 Penalty: 3866.725342
	Iteration 65Q: 3 clusters Score -1.665753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146246 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -16657548.000000 Penalty: 3866.725342
	Iteration 66Q: 3 clusters Score -1.665755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146257 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -16657552.000000 Penalty: 3866.725342
	Iteration 67Q: 3 clusters Score -1.665755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146265 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -16657547.000000 Penalty: 3866.725342
	Iteration 68Q: 3 clusters Score -1.665755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146270 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -16657554.000000 Penalty: 3866.725342
	Iteration 69Q: 3 clusters Score -1.665755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146275 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -16657556.000000 Penalty: 3866.725342
	Iteration 70Q: 3 clusters Score -1.665756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146279 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -16657558.000000 Penalty: 3866.725342
	Iteration 71Q: 3 clusters Score -1.665756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146282 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -16657565.000000 Penalty: 3866.725342
	Iteration 72Q: 3 clusters Score -1.665756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146284 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -16657565.000000 Penalty: 3866.725342
	Iteration 73Q: 3 clusters Score -1.665756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146288 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -16657571.000000 Penalty: 3866.725342
	Iteration 74Q: 3 clusters Score -1.665757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146290 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -16657572.000000 Penalty: 3866.725342
	Iteration 75Q: 3 clusters Score -1.665757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146291 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -16657580.000000 Penalty: 3866.725342
	Iteration 76Q: 3 clusters Score -1.665758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146292 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -16657582.000000 Penalty: 3866.725342
	Iteration 77Q: 3 clusters Score -1.665758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146292 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -16657576.000000 Penalty: 3866.725342
	Iteration 78Q: 3 clusters Score -1.665758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146293 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -16657576.000000 Penalty: 3866.725342
	Iteration 79Q: 3 clusters Score -1.665758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146294 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -16657575.000000 Penalty: 3866.725342
	Iteration 80F: 3 clusters Score -1.665758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Entering Unmasked Estep 
Score: -8514694.000000 Penalty: 1820.365234
	Iteration 0F: 2 clusters Score -8514694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -8465536.000000 Penalty: 3640.730469
	Iteration 0F: 3 clusters Score -8465536 nChanged 35037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -8486180.000000 Penalty: 3640.730469
	Iteration 1F: 3 clusters Score -8486180 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -8487334.000000 Penalty: 3640.730469
	Iteration 2Q: 3 clusters Score -8487334 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -8489026.000000 Penalty: 3640.730469
	Iteration 3Q: 3 clusters Score -8489026 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -8491855.000000 Penalty: 3640.730469
	Iteration 4F: 3 clusters Score -8491855 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -8495499.000000 Penalty: 3640.730469
	Iteration 5F: 3 clusters Score -8495499 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -8499754.000000 Penalty: 3640.730469
	Iteration 6F: 3 clusters Score -8499754 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -8503734.000000 Penalty: 3640.730469
	Iteration 7F: 3 clusters Score -8503734 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -8506648.000000 Penalty: 3640.730469
	Iteration 8F: 3 clusters Score -8506648 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -8508430.000000 Penalty: 3640.730469
	Iteration 9Q: 3 clusters Score -8508430 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -8509387.000000 Penalty: 3640.730469
	Iteration 10Q: 3 clusters Score -8509387 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -8510017.000000 Penalty: 3640.730469
	Iteration 11Q: 3 clusters Score -8510017 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -8510478.000000 Penalty: 3640.730469
	Iteration 12Q: 3 clusters Score -8510478 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -8510850.000000 Penalty: 3640.730469
	Iteration 13Q: 3 clusters Score -8510850 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -8511253.000000 Penalty: 3640.730469
	Iteration 14Q: 3 clusters Score -8511253 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -8511619.000000 Penalty: 3640.730469
	Iteration 15Q: 3 clusters Score -8511619 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -8511989.000000 Penalty: 3640.730469
	Iteration 16Q: 3 clusters Score -8511989 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -8512185.000000 Penalty: 3640.730469
	Iteration 17Q: 3 clusters Score -8512185 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -8512364.000000 Penalty: 3640.730469
	Iteration 18Q: 3 clusters Score -8512364 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -8512467.000000 Penalty: 3640.730469
	Iteration 19Q: 3 clusters Score -8512467 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -8512553.000000 Penalty: 3640.730469
	Iteration 20F: 3 clusters Score -8512553 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -8512620.000000 Penalty: 3640.730469
	Iteration 21Q: 3 clusters Score -8512620 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -8512629.000000 Penalty: 3640.730469
	Iteration 22Q: 3 clusters Score -8512629 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -8512632.000000 Penalty: 3640.730469
	Iteration 23Q: 3 clusters Score -8512632 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -8512626.000000 Penalty: 3640.730469
	Iteration 24Q: 3 clusters Score -8512626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -8512650.000000 Penalty: 3640.730469
	Iteration 25Q: 3 clusters Score -8512650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -8512666.000000 Penalty: 3640.730469
	Iteration 26Q: 3 clusters Score -8512666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -8512662.000000 Penalty: 3640.730469
	Iteration 27Q: 3 clusters Score -8512662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -8512667.000000 Penalty: 3640.730469
	Iteration 28Q: 3 clusters Score -8512667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -8512676.000000 Penalty: 3640.730469
	Iteration 29Q: 3 clusters Score -8512676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -8512650.000000 Penalty: 3640.730469
	Iteration 30Q: 3 clusters Score -8512650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -8512651.000000 Penalty: 3640.730469
	Iteration 31Q: 3 clusters Score -8512651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -8512640.000000 Penalty: 3640.730469
	Iteration 32Q: 3 clusters Score -8512640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -8512648.000000 Penalty: 3640.730469
	Iteration 33Q: 3 clusters Score -8512648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -8512649.000000 Penalty: 3640.730469
	Iteration 34Q: 3 clusters Score -8512649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -8512645.000000 Penalty: 3640.730469
	Iteration 35Q: 3 clusters Score -8512645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -8512644.000000 Penalty: 3640.730469
	Iteration 36Q: 3 clusters Score -8512644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -8512642.000000 Penalty: 3640.730469
	Iteration 37Q: 3 clusters Score -8512642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -8512640.000000 Penalty: 3640.730469
	Iteration 38Q: 3 clusters Score -8512640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -8512636.000000 Penalty: 3640.730469
	Iteration 39Q: 3 clusters Score -8512636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -8512637.000000 Penalty: 3640.730469
	Iteration 40F: 3 clusters Score -8512637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -8512633.000000 Penalty: 3640.730469
	Iteration 41Q: 3 clusters Score -8512633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -8512634.000000 Penalty: 3640.730469
	Iteration 42Q: 3 clusters Score -8512634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -8512636.000000 Penalty: 3640.730469
	Iteration 43Q: 3 clusters Score -8512636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -8512636.000000 Penalty: 3640.730469
	Iteration 44F: 3 clusters Score -8512636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Entering Unmasked Estep 
Score: -1264632.000000 Penalty: 1510.952271
	Iteration 0F: 2 clusters Score -1264632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1256933.125000 Penalty: 3021.904541
	Iteration 0F: 3 clusters Score -1256933 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1259420.750000 Penalty: 3021.904541
	Iteration 1F: 3 clusters Score -1259421 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1259668.125000 Penalty: 3021.904541
	Iteration 2F: 3 clusters Score -1259668 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1259885.125000 Penalty: 3021.904541
	Iteration 3Q: 3 clusters Score -1259885 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1260097.875000 Penalty: 3021.904541
	Iteration 4Q: 3 clusters Score -1260098 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1260319.000000 Penalty: 3021.904541
	Iteration 5Q: 3 clusters Score -1260319 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1260542.375000 Penalty: 3021.904541
	Iteration 6Q: 3 clusters Score -1260542 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1260780.625000 Penalty: 3021.904541
	Iteration 7Q: 3 clusters Score -1260781 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1261002.875000 Penalty: 3021.904541
	Iteration 8Q: 3 clusters Score -1261003 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1261210.125000 Penalty: 3021.904541
	Iteration 9Q: 3 clusters Score -1261210 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1261404.000000 Penalty: 3021.904541
	Iteration 10Q: 3 clusters Score -1261404 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1261578.500000 Penalty: 3021.904541
	Iteration 11Q: 3 clusters Score -1261578 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1261732.625000 Penalty: 3021.904541
	Iteration 12Q: 3 clusters Score -1261733 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1261856.500000 Penalty: 3021.904541
	Iteration 13Q: 3 clusters Score -1261856 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1261953.750000 Penalty: 3021.904541
	Iteration 14Q: 3 clusters Score -1261954 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1262038.250000 Penalty: 3021.904541
	Iteration 15Q: 3 clusters Score -1262038 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1262092.625000 Penalty: 3021.904541
	Iteration 16Q: 3 clusters Score -1262093 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1262127.625000 Penalty: 3021.904541
	Iteration 17Q: 3 clusters Score -1262128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1262148.125000 Penalty: 3021.904541
	Iteration 18Q: 3 clusters Score -1262148 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1262171.375000 Penalty: 3021.904541
	Iteration 19Q: 3 clusters Score -1262171 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1262188.250000 Penalty: 3021.904541
	Iteration 20F: 3 clusters Score -1262188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1262203.750000 Penalty: 3021.904541
	Iteration 21Q: 3 clusters Score -1262204 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1262224.375000 Penalty: 3021.904541
	Iteration 22Q: 3 clusters Score -1262224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1262247.250000 Penalty: 3021.904541
	Iteration 23Q: 3 clusters Score -1262247 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1262260.125000 Penalty: 3021.904541
	Iteration 24Q: 3 clusters Score -1262260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1262274.625000 Penalty: 3021.904541
	Iteration 25Q: 3 clusters Score -1262275 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1262292.375000 Penalty: 3021.904541
	Iteration 26Q: 3 clusters Score -1262292 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1262307.625000 Penalty: 3021.904541
	Iteration 27Q: 3 clusters Score -1262308 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1262327.375000 Penalty: 3021.904541
	Iteration 28Q: 3 clusters Score -1262327 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1262348.625000 Penalty: 3021.904541
	Iteration 29Q: 3 clusters Score -1262349 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1262381.125000 Penalty: 3021.904541
	Iteration 30Q: 3 clusters Score -1262381 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1262408.000000 Penalty: 3021.904541
	Iteration 31Q: 3 clusters Score -1262408 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1262446.125000 Penalty: 3021.904541
	Iteration 32Q: 3 clusters Score -1262446 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1262484.000000 Penalty: 3021.904541
	Iteration 33Q: 3 clusters Score -1262484 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1262522.750000 Penalty: 3021.904541
	Iteration 34Q: 3 clusters Score -1262523 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1262560.250000 Penalty: 3021.904541
	Iteration 35Q: 3 clusters Score -1262560 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1262614.000000 Penalty: 3021.904541
	Iteration 36Q: 3 clusters Score -1262614 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1262688.250000 Penalty: 3021.904541
	Iteration 37Q: 3 clusters Score -1262688 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1262755.250000 Penalty: 3021.904541
	Iteration 38Q: 3 clusters Score -1262755 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1262826.500000 Penalty: 3021.904541
	Iteration 39Q: 3 clusters Score -1262826 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1262891.625000 Penalty: 3021.904541
	Iteration 40F: 3 clusters Score -1262892 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1262937.750000 Penalty: 3021.904541
	Iteration 41Q: 3 clusters Score -1262938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1262985.625000 Penalty: 3021.904541
	Iteration 42Q: 3 clusters Score -1262986 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1263027.250000 Penalty: 3021.904541
	Iteration 43Q: 3 clusters Score -1263027 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1263079.250000 Penalty: 3021.904541
	Iteration 44Q: 3 clusters Score -1263079 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1263116.125000 Penalty: 3021.904541
	Iteration 45Q: 3 clusters Score -1263116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1263149.375000 Penalty: 3021.904541
	Iteration 46Q: 3 clusters Score -1263149 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1263170.625000 Penalty: 3021.904541
	Iteration 47Q: 3 clusters Score -1263171 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1263193.250000 Penalty: 3021.904541
	Iteration 48Q: 3 clusters Score -1263193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1263213.750000 Penalty: 3021.904541
	Iteration 49Q: 3 clusters Score -1263214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1263225.625000 Penalty: 3021.904541
	Iteration 50Q: 3 clusters Score -1263226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1263239.000000 Penalty: 3021.904541
	Iteration 51Q: 3 clusters Score -1263239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1263258.500000 Penalty: 3021.904541
	Iteration 52Q: 3 clusters Score -1263258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1263273.375000 Penalty: 3021.904541
	Iteration 53Q: 3 clusters Score -1263273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1263283.500000 Penalty: 3021.904541
	Iteration 54Q: 3 clusters Score -1263284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1263290.500000 Penalty: 3021.904541
	Iteration 55Q: 3 clusters Score -1263290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1263292.875000 Penalty: 3021.904541
	Iteration 56Q: 3 clusters Score -1263293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1263296.375000 Penalty: 3021.904541
	Iteration 57Q: 3 clusters Score -1263296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1263300.625000 Penalty: 3021.904541
	Iteration 58Q: 3 clusters Score -1263301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1263301.750000 Penalty: 3021.904541
	Iteration 59Q: 3 clusters Score -1263302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1263304.500000 Penalty: 3021.904541
	Iteration 60F: 3 clusters Score -1263304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1263304.750000 Penalty: 3021.904541
	Iteration 61Q: 3 clusters Score -1263305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1263307.625000 Penalty: 3021.904541
	Iteration 62Q: 3 clusters Score -1263308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1263311.750000 Penalty: 3021.904541
	Iteration 63Q: 3 clusters Score -1263312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1263315.625000 Penalty: 3021.904541
	Iteration 64Q: 3 clusters Score -1263316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1263321.125000 Penalty: 3021.904541
	Iteration 65Q: 3 clusters Score -1263321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1263326.250000 Penalty: 3021.904541
	Iteration 66Q: 3 clusters Score -1263326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1263332.375000 Penalty: 3021.904541
	Iteration 67Q: 3 clusters Score -1263332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1263335.125000 Penalty: 3021.904541
	Iteration 68Q: 3 clusters Score -1263335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1263338.125000 Penalty: 3021.904541
	Iteration 69Q: 3 clusters Score -1263338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1263337.125000 Penalty: 3021.904541
	Iteration 70Q: 3 clusters Score -1263337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1263339.250000 Penalty: 3021.904541
	Iteration 71Q: 3 clusters Score -1263339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1263341.125000 Penalty: 3021.904541
	Iteration 72Q: 3 clusters Score -1263341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1263342.750000 Penalty: 3021.904541
	Iteration 73Q: 3 clusters Score -1263343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1263345.750000 Penalty: 3021.904541
	Iteration 74Q: 3 clusters Score -1263346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1263350.500000 Penalty: 3021.904541
	Iteration 75Q: 3 clusters Score -1263350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1263354.250000 Penalty: 3021.904541
	Iteration 76Q: 3 clusters Score -1263354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1263357.500000 Penalty: 3021.904541
	Iteration 77Q: 3 clusters Score -1263358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1263362.375000 Penalty: 3021.904541
	Iteration 78Q: 3 clusters Score -1263362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1263362.875000 Penalty: 3021.904541
	Iteration 79Q: 3 clusters Score -1263363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1263364.250000 Penalty: 3021.904541
	Iteration 80F: 3 clusters Score -1263364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1263365.375000 Penalty: 3021.904541
	Iteration 81Q: 3 clusters Score -1263365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1263366.875000 Penalty: 3021.904541
	Iteration 82Q: 3 clusters Score -1263367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1263366.125000 Penalty: 3021.904541
	Iteration 83Q: 3 clusters Score -1263366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1263369.375000 Penalty: 3021.904541
	Iteration 84Q: 3 clusters Score -1263369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1263369.375000 Penalty: 3021.904541
	Iteration 85Q: 3 clusters Score -1263369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1263369.625000 Penalty: 3021.904541
	Iteration 86Q: 3 clusters Score -1263370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1263370.500000 Penalty: 3021.904541
	Iteration 87Q: 3 clusters Score -1263370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1263373.500000 Penalty: 3021.904541
	Iteration 88Q: 3 clusters Score -1263374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1263373.500000 Penalty: 3021.904541
	Iteration 89F: 3 clusters Score -1263374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Entering Unmasked Estep 
Score: -5318819.000000 Penalty: 1745.945312
	Iteration 0F: 2 clusters Score -5318819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -5287869.000000 Penalty: 3491.890625
	Iteration 0F: 3 clusters Score -5287869 nChanged 21654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -5300008.000000 Penalty: 3491.890625
	Iteration 1F: 3 clusters Score -5300008 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -5300561.000000 Penalty: 3491.890625
	Iteration 2Q: 3 clusters Score -5300561 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -5301070.500000 Penalty: 3491.890625
	Iteration 3Q: 3 clusters Score -5301070 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -5301639.000000 Penalty: 3491.890625
	Iteration 4Q: 3 clusters Score -5301639 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -5302239.000000 Penalty: 3491.890625
	Iteration 5Q: 3 clusters Score -5302239 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -5302921.500000 Penalty: 3491.890625
	Iteration 6Q: 3 clusters Score -5302922 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -5303712.000000 Penalty: 3491.890625
	Iteration 7Q: 3 clusters Score -5303712 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -5304586.500000 Penalty: 3491.890625
	Iteration 8Q: 3 clusters Score -5304586 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -5305699.500000 Penalty: 3491.890625
	Iteration 9Q: 3 clusters Score -5305700 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -5307092.000000 Penalty: 3491.890625
	Iteration 10Q: 3 clusters Score -5307092 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -5308763.000000 Penalty: 3491.890625
	Iteration 11Q: 3 clusters Score -5308763 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -5310376.500000 Penalty: 3491.890625
	Iteration 12Q: 3 clusters Score -5310376 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -5311588.500000 Penalty: 3491.890625
	Iteration 13Q: 3 clusters Score -5311588 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -5312447.500000 Penalty: 3491.890625
	Iteration 14Q: 3 clusters Score -5312448 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -5313088.500000 Penalty: 3491.890625
	Iteration 15Q: 3 clusters Score -5313088 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -5313552.500000 Penalty: 3491.890625
	Iteration 16Q: 3 clusters Score -5313552 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -5314049.500000 Penalty: 3491.890625
	Iteration 17Q: 3 clusters Score -5314050 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -5314510.500000 Penalty: 3491.890625
	Iteration 18Q: 3 clusters Score -5314510 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -5314952.500000 Penalty: 3491.890625
	Iteration 19Q: 3 clusters Score -5314952 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -5315382.500000 Penalty: 3491.890625
	Iteration 20F: 3 clusters Score -5315382 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5315741.000000 Penalty: 3491.890625
	Iteration 21Q: 3 clusters Score -5315741 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -5316088.500000 Penalty: 3491.890625
	Iteration 22Q: 3 clusters Score -5316088 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5316421.000000 Penalty: 3491.890625
	Iteration 23Q: 3 clusters Score -5316421 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5316648.000000 Penalty: 3491.890625
	Iteration 24Q: 3 clusters Score -5316648 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5316834.000000 Penalty: 3491.890625
	Iteration 25Q: 3 clusters Score -5316834 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5317000.500000 Penalty: 3491.890625
	Iteration 26Q: 3 clusters Score -5317000 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5317118.000000 Penalty: 3491.890625
	Iteration 27Q: 3 clusters Score -5317118 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5317231.500000 Penalty: 3491.890625
	Iteration 28Q: 3 clusters Score -5317232 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5317294.000000 Penalty: 3491.890625
	Iteration 29Q: 3 clusters Score -5317294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5317338.000000 Penalty: 3491.890625
	Iteration 30Q: 3 clusters Score -5317338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5317364.000000 Penalty: 3491.890625
	Iteration 31Q: 3 clusters Score -5317364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5317381.500000 Penalty: 3491.890625
	Iteration 32Q: 3 clusters Score -5317382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5317414.000000 Penalty: 3491.890625
	Iteration 33Q: 3 clusters Score -5317414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5317426.000000 Penalty: 3491.890625
	Iteration 34Q: 3 clusters Score -5317426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5317430.000000 Penalty: 3491.890625
	Iteration 35Q: 3 clusters Score -5317430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5317437.000000 Penalty: 3491.890625
	Iteration 36Q: 3 clusters Score -5317437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5317444.000000 Penalty: 3491.890625
	Iteration 37Q: 3 clusters Score -5317444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5317447.500000 Penalty: 3491.890625
	Iteration 38Q: 3 clusters Score -5317448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5317455.000000 Penalty: 3491.890625
	Iteration 39Q: 3 clusters Score -5317455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5317461.000000 Penalty: 3491.890625
	Iteration 40F: 3 clusters Score -5317461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5317459.500000 Penalty: 3491.890625
	Iteration 41Q: 3 clusters Score -5317460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5317458.500000 Penalty: 3491.890625
	Iteration 42Q: 3 clusters Score -5317458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5317461.000000 Penalty: 3491.890625
	Iteration 43Q: 3 clusters Score -5317461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5317469.500000 Penalty: 3491.890625
	Iteration 44Q: 3 clusters Score -5317470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5317471.500000 Penalty: 3491.890625
	Iteration 45Q: 3 clusters Score -5317472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5317473.500000 Penalty: 3491.890625
	Iteration 46Q: 3 clusters Score -5317474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5317475.500000 Penalty: 3491.890625
	Iteration 47Q: 3 clusters Score -5317476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5317473.500000 Penalty: 3491.890625
	Iteration 48Q: 3 clusters Score -5317474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5317477.000000 Penalty: 3491.890625
	Iteration 49Q: 3 clusters Score -5317477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5317477.000000 Penalty: 3491.890625
	Iteration 50F: 3 clusters Score -5317477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -97613.007812 Penalty: 1116.214844
	Iteration 0F: 2 clusters Score -97613.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -96230.953125 Penalty: 2232.429688
	Iteration 0F: 3 clusters Score -96230.95 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -96519.203125 Penalty: 2232.429688
	Iteration 1F: 3 clusters Score -96519.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96627.531250 Penalty: 2232.429688
	Iteration 2F: 3 clusters Score -96627.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -96694.046875 Penalty: 2232.429688
	Iteration 3Q: 3 clusters Score -96694.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -96742.140625 Penalty: 2232.429688
	Iteration 4Q: 3 clusters Score -96742.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96796.867188 Penalty: 2232.429688
	Iteration 5Q: 3 clusters Score -96796.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -96838.226562 Penalty: 2232.429688
	Iteration 6Q: 3 clusters Score -96838.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -96865.898438 Penalty: 2232.429688
	Iteration 7Q: 3 clusters Score -96865.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -96894.671875 Penalty: 2232.429688
	Iteration 8Q: 3 clusters Score -96894.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -96930.093750 Penalty: 2232.429688
	Iteration 9Q: 3 clusters Score -96930.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -96970.796875 Penalty: 2232.429688
	Iteration 10Q: 3 clusters Score -96970.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -97010.687500 Penalty: 2232.429688
	Iteration 11Q: 3 clusters Score -97010.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -97035.515625 Penalty: 2232.429688
	Iteration 12Q: 3 clusters Score -97035.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -97065.289062 Penalty: 2232.429688
	Iteration 13Q: 3 clusters Score -97065.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -97101.195312 Penalty: 2232.429688
	Iteration 14Q: 3 clusters Score -97101.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -97124.539062 Penalty: 2232.429688
	Iteration 15Q: 3 clusters Score -97124.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -97135.757812 Penalty: 2232.429688
	Iteration 16Q: 3 clusters Score -97135.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -97144.593750 Penalty: 2232.429688
	Iteration 17Q: 3 clusters Score -97144.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -97144.593750 Penalty: 2232.429688
	Iteration 18F: 3 clusters Score -97144.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Entering Unmasked Estep 
Score: -4231955.000000 Penalty: 1714.666504
	Iteration 0F: 2 clusters Score -4231955 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 19162 members 
Entering Unmasked Estep 
Score: -4206390.000000 Penalty: 3429.333008
	Iteration 0F: 3 clusters Score -4206390 nChanged 17716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -4216262.000000 Penalty: 3429.333008
	Iteration 1F: 3 clusters Score -4216262 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -4216710.500000 Penalty: 3429.333008
	Iteration 2Q: 3 clusters Score -4216710 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -4217225.500000 Penalty: 3429.333008
	Iteration 3Q: 3 clusters Score -4217226 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -4217803.000000 Penalty: 3429.333008
	Iteration 4Q: 3 clusters Score -4217803 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -4218586.500000 Penalty: 3429.333008
	Iteration 5Q: 3 clusters Score -4218586 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -4219648.500000 Penalty: 3429.333008
	Iteration 6F: 3 clusters Score -4219648 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -4220883.000000 Penalty: 3429.333008
	Iteration 7F: 3 clusters Score -4220883 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -4222301.000000 Penalty: 3429.333008
	Iteration 8F: 3 clusters Score -4222301 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -4223727.500000 Penalty: 3429.333008
	Iteration 9F: 3 clusters Score -4223728 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4225215.000000 Penalty: 3429.333008
	Iteration 10F: 3 clusters Score -4225215 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -4226719.000000 Penalty: 3429.333008
	Iteration 11F: 3 clusters Score -4226719 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -4228168.500000 Penalty: 3429.333008
	Iteration 12Q: 3 clusters Score -4228168 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -4229249.000000 Penalty: 3429.333008
	Iteration 13Q: 3 clusters Score -4229249 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -4229902.500000 Penalty: 3429.333008
	Iteration 14Q: 3 clusters Score -4229902 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -4230220.000000 Penalty: 3429.333008
	Iteration 15Q: 3 clusters Score -4230220 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -4230382.000000 Penalty: 3429.333008
	Iteration 16Q: 3 clusters Score -4230382 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -4230472.500000 Penalty: 3429.333008
	Iteration 17Q: 3 clusters Score -4230472 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -4230522.500000 Penalty: 3429.333008
	Iteration 18Q: 3 clusters Score -4230522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -4230558.000000 Penalty: 3429.333008
	Iteration 19Q: 3 clusters Score -4230558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -4230572.000000 Penalty: 3429.333008
	Iteration 20F: 3 clusters Score -4230572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -4230579.500000 Penalty: 3429.333008
	Iteration 21Q: 3 clusters Score -4230580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -4230586.500000 Penalty: 3429.333008
	Iteration 22Q: 3 clusters Score -4230586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -4230595.500000 Penalty: 3429.333008
	Iteration 23Q: 3 clusters Score -4230596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -4230604.000000 Penalty: 3429.333008
	Iteration 24Q: 3 clusters Score -4230604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -4230606.000000 Penalty: 3429.333008
	Iteration 25Q: 3 clusters Score -4230606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -4230617.000000 Penalty: 3429.333008
	Iteration 26Q: 3 clusters Score -4230617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -4230623.500000 Penalty: 3429.333008
	Iteration 27Q: 3 clusters Score -4230624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -4230622.500000 Penalty: 3429.333008
	Iteration 28Q: 3 clusters Score -4230622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -4230621.500000 Penalty: 3429.333008
	Iteration 29Q: 3 clusters Score -4230622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -4230621.500000 Penalty: 3429.333008
	Iteration 30F: 3 clusters Score -4230622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Entering Unmasked Estep 
Score: -2160844.750000 Penalty: 1598.655884
	Iteration 0F: 2 clusters Score -2160845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2147987.500000 Penalty: 3197.311768
	Iteration 0F: 3 clusters Score -2147988 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2152677.000000 Penalty: 3197.311768
	Iteration 1F: 3 clusters Score -2152677 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2153032.250000 Penalty: 3197.311768
	Iteration 2F: 3 clusters Score -2153032 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2153327.250000 Penalty: 3197.311768
	Iteration 3Q: 3 clusters Score -2153327 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2153623.250000 Penalty: 3197.311768
	Iteration 4Q: 3 clusters Score -2153623 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2153938.750000 Penalty: 3197.311768
	Iteration 5Q: 3 clusters Score -2153939 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2154293.500000 Penalty: 3197.311768
	Iteration 6Q: 3 clusters Score -2154294 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2154822.000000 Penalty: 3197.311768
	Iteration 7Q: 3 clusters Score -2154822 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2155515.750000 Penalty: 3197.311768
	Iteration 8F: 3 clusters Score -2155516 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2156321.750000 Penalty: 3197.311768
	Iteration 9F: 3 clusters Score -2156322 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2157134.000000 Penalty: 3197.311768
	Iteration 10F: 3 clusters Score -2157134 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2157827.500000 Penalty: 3197.311768
	Iteration 11Q: 3 clusters Score -2157828 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2158361.500000 Penalty: 3197.311768
	Iteration 12Q: 3 clusters Score -2158362 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2158742.750000 Penalty: 3197.311768
	Iteration 13Q: 3 clusters Score -2158743 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2159030.250000 Penalty: 3197.311768
	Iteration 14Q: 3 clusters Score -2159030 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2159197.250000 Penalty: 3197.311768
	Iteration 15Q: 3 clusters Score -2159197 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2159283.750000 Penalty: 3197.311768
	Iteration 16Q: 3 clusters Score -2159284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2159350.000000 Penalty: 3197.311768
	Iteration 17Q: 3 clusters Score -2159350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2159385.000000 Penalty: 3197.311768
	Iteration 18Q: 3 clusters Score -2159385 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2159403.250000 Penalty: 3197.311768
	Iteration 19Q: 3 clusters Score -2159403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2159428.500000 Penalty: 3197.311768
	Iteration 20F: 3 clusters Score -2159428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2159443.000000 Penalty: 3197.311768
	Iteration 21Q: 3 clusters Score -2159443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2159452.250000 Penalty: 3197.311768
	Iteration 22Q: 3 clusters Score -2159452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2159460.500000 Penalty: 3197.311768
	Iteration 23Q: 3 clusters Score -2159460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2159461.500000 Penalty: 3197.311768
	Iteration 24Q: 3 clusters Score -2159462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2159469.250000 Penalty: 3197.311768
	Iteration 25Q: 3 clusters Score -2159469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2159468.500000 Penalty: 3197.311768
	Iteration 26Q: 3 clusters Score -2159468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2159471.500000 Penalty: 3197.311768
	Iteration 27Q: 3 clusters Score -2159472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2159479.000000 Penalty: 3197.311768
	Iteration 28Q: 3 clusters Score -2159479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2159485.500000 Penalty: 3197.311768
	Iteration 29Q: 3 clusters Score -2159486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2159487.750000 Penalty: 3197.311768
	Iteration 30Q: 3 clusters Score -2159488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2159497.250000 Penalty: 3197.311768
	Iteration 31Q: 3 clusters Score -2159497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2159500.000000 Penalty: 3197.311768
	Iteration 32Q: 3 clusters Score -2159500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2159499.500000 Penalty: 3197.311768
	Iteration 33Q: 3 clusters Score -2159500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2159500.500000 Penalty: 3197.311768
	Iteration 34Q: 3 clusters Score -2159500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2159500.500000 Penalty: 3197.311768
	Iteration 35F: 3 clusters Score -2159500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -421206.687500 Penalty: 1336.077637
	Iteration 0F: 2 clusters Score -421206.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -418140.281250 Penalty: 2672.155273
	Iteration 0F: 3 clusters Score -418140.3 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -419035.718750 Penalty: 2672.155273
	Iteration 1F: 3 clusters Score -419035.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -419400.562500 Penalty: 2672.155273
	Iteration 2F: 3 clusters Score -419400.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -419708.406250 Penalty: 2672.155273
	Iteration 3F: 3 clusters Score -419708.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -419925.343750 Penalty: 2672.155273
	Iteration 4F: 3 clusters Score -419925.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -420058.156250 Penalty: 2672.155273
	Iteration 5Q: 3 clusters Score -420058.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -420162.562500 Penalty: 2672.155273
	Iteration 6Q: 3 clusters Score -420162.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -420241.062500 Penalty: 2672.155273
	Iteration 7Q: 3 clusters Score -420241.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -420304.062500 Penalty: 2672.155273
	Iteration 8Q: 3 clusters Score -420304.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -420352.156250 Penalty: 2672.155273
	Iteration 9Q: 3 clusters Score -420352.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -420385.906250 Penalty: 2672.155273
	Iteration 10Q: 3 clusters Score -420385.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -420405.625000 Penalty: 2672.155273
	Iteration 11Q: 3 clusters Score -420405.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -420422.906250 Penalty: 2672.155273
	Iteration 12Q: 3 clusters Score -420422.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -420431.031250 Penalty: 2672.155273
	Iteration 13Q: 3 clusters Score -420431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -420441.281250 Penalty: 2672.155273
	Iteration 14Q: 3 clusters Score -420441.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -420448.468750 Penalty: 2672.155273
	Iteration 15Q: 3 clusters Score -420448.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -420454.312500 Penalty: 2672.155273
	Iteration 16Q: 3 clusters Score -420454.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -420460.406250 Penalty: 2672.155273
	Iteration 17Q: 3 clusters Score -420460.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -420468.562500 Penalty: 2672.155273
	Iteration 18Q: 3 clusters Score -420468.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -420476.062500 Penalty: 2672.155273
	Iteration 19Q: 3 clusters Score -420476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -420478.000000 Penalty: 2672.155273
	Iteration 20F: 3 clusters Score -420478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -420479.343750 Penalty: 2672.155273
	Iteration 21Q: 3 clusters Score -420479.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -420480.750000 Penalty: 2672.155273
	Iteration 22Q: 3 clusters Score -420480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -420483.968750 Penalty: 2672.155273
	Iteration 23Q: 3 clusters Score -420484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -420486.437500 Penalty: 2672.155273
	Iteration 24Q: 3 clusters Score -420486.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -420486.437500 Penalty: 2672.155273
	Iteration 25F: 3 clusters Score -420486.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (94139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Entering Unmasked Estep 
Score: -10861209.000000 Penalty: 1861.035767
	Iteration 0F: 2 clusters Score -1.086121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -10799711.000000 Penalty: 3722.071533
	Iteration 0F: 3 clusters Score -1.079971e+07 nChanged 44757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -10825321.000000 Penalty: 3722.071533
	Iteration 1F: 3 clusters Score -1.082532e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -10826013.000000 Penalty: 3722.071533
	Iteration 2Q: 3 clusters Score -1.082601e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -10826944.000000 Penalty: 3722.071533
	Iteration 3Q: 3 clusters Score -1.082694e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -10828404.000000 Penalty: 3722.071533
	Iteration 4Q: 3 clusters Score -1.08284e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
Score: -10830878.000000 Penalty: 3722.071533
	Iteration 5F: 3 clusters Score -1.083088e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 66429 members 
Entering Unmasked Estep 
Score: -10835137.000000 Penalty: 3722.071533
	Iteration 6F: 3 clusters Score -1.083514e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 74522 members 
Entering Unmasked Estep 
Score: -10841942.000000 Penalty: 3722.071533
	Iteration 7F: 3 clusters Score -1.084194e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 82771 members 
Entering Unmasked Estep 
Score: -10849420.000000 Penalty: 3722.071533
	Iteration 8F: 3 clusters Score -1.084942e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 88972 members 
Entering Unmasked Estep 
Score: -10854869.000000 Penalty: 3722.071533
	Iteration 9F: 3 clusters Score -1.085487e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 92231 members 
Entering Unmasked Estep 
Score: -10857861.000000 Penalty: 3722.071533
	Iteration 10Q: 3 clusters Score -1.085786e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 93399 members 
Entering Unmasked Estep 
Score: -10858865.000000 Penalty: 3722.071533
	Iteration 11Q: 3 clusters Score -1.085886e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 93739 members 
Entering Unmasked Estep 
Score: -10859203.000000 Penalty: 3722.071533
	Iteration 12Q: 3 clusters Score -1.08592e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -10859355.000000 Penalty: 3722.071533
	Iteration 13Q: 3 clusters Score -1.085936e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -10859414.000000 Penalty: 3722.071533
	Iteration 14Q: 3 clusters Score -1.085941e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 93914 members 
Entering Unmasked Estep 
Score: -10859451.000000 Penalty: 3722.071533
	Iteration 15Q: 3 clusters Score -1.085945e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 93930 members 
Entering Unmasked Estep 
Score: -10859486.000000 Penalty: 3722.071533
	Iteration 16Q: 3 clusters Score -1.085949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 93940 members 
Entering Unmasked Estep 
Score: -10859498.000000 Penalty: 3722.071533
	Iteration 17Q: 3 clusters Score -1.08595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -10859513.000000 Penalty: 3722.071533
	Iteration 18Q: 3 clusters Score -1.085951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 93949 members 
Entering Unmasked Estep 
Score: -10859539.000000 Penalty: 3722.071533
	Iteration 19Q: 3 clusters Score -1.085954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 93955 members 
Entering Unmasked Estep 
Score: -10859548.000000 Penalty: 3722.071533
	Iteration 20F: 3 clusters Score -1.085955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 93955 members 
Entering Unmasked Estep 
Score: -10859553.000000 Penalty: 3722.071533
	Iteration 21Q: 3 clusters Score -1.085955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 93956 members 
Entering Unmasked Estep 
Score: -10859555.000000 Penalty: 3722.071533
	Iteration 22Q: 3 clusters Score -1.085956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 93960 members 
Entering Unmasked Estep 
Score: -10859567.000000 Penalty: 3722.071533
	Iteration 23Q: 3 clusters Score -1.085957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 93960 members 
Entering Unmasked Estep 
Score: -10859573.000000 Penalty: 3722.071533
	Iteration 24Q: 3 clusters Score -1.085957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 93960 members 
Entering Unmasked Estep 
Score: -10859573.000000 Penalty: 3722.071533
	Iteration 25F: 3 clusters Score -1.085957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Entering Unmasked Estep 
Score: -1200349.500000 Penalty: 1505.087769
	Iteration 0F: 2 clusters Score -1200350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1192921.000000 Penalty: 3010.175537
	Iteration 0F: 3 clusters Score -1192921 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1195273.875000 Penalty: 3010.175537
	Iteration 1F: 3 clusters Score -1195274 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1195526.000000 Penalty: 3010.175537
	Iteration 2F: 3 clusters Score -1195526 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1195720.500000 Penalty: 3010.175537
	Iteration 3Q: 3 clusters Score -1195720 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1195920.375000 Penalty: 3010.175537
	Iteration 4Q: 3 clusters Score -1195920 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1196117.500000 Penalty: 3010.175537
	Iteration 5Q: 3 clusters Score -1196118 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1196326.000000 Penalty: 3010.175537
	Iteration 6Q: 3 clusters Score -1196326 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1196601.875000 Penalty: 3010.175537
	Iteration 7Q: 3 clusters Score -1196602 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1196949.625000 Penalty: 3010.175537
	Iteration 8F: 3 clusters Score -1196950 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1197405.375000 Penalty: 3010.175537
	Iteration 9F: 3 clusters Score -1197405 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1197917.250000 Penalty: 3010.175537
	Iteration 10F: 3 clusters Score -1197917 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1198378.125000 Penalty: 3010.175537
	Iteration 11Q: 3 clusters Score -1198378 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1198702.000000 Penalty: 3010.175537
	Iteration 12Q: 3 clusters Score -1198702 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1198893.750000 Penalty: 3010.175537
	Iteration 13Q: 3 clusters Score -1198894 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1199015.125000 Penalty: 3010.175537
	Iteration 14Q: 3 clusters Score -1199015 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1199089.125000 Penalty: 3010.175537
	Iteration 15Q: 3 clusters Score -1199089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1199135.750000 Penalty: 3010.175537
	Iteration 16Q: 3 clusters Score -1199136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1199168.250000 Penalty: 3010.175537
	Iteration 17Q: 3 clusters Score -1199168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1199199.375000 Penalty: 3010.175537
	Iteration 18Q: 3 clusters Score -1199199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1199214.375000 Penalty: 3010.175537
	Iteration 19Q: 3 clusters Score -1199214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1199227.375000 Penalty: 3010.175537
	Iteration 20F: 3 clusters Score -1199227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1199235.125000 Penalty: 3010.175537
	Iteration 21Q: 3 clusters Score -1199235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1199238.000000 Penalty: 3010.175537
	Iteration 22Q: 3 clusters Score -1199238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1199242.250000 Penalty: 3010.175537
	Iteration 23Q: 3 clusters Score -1199242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1199244.000000 Penalty: 3010.175537
	Iteration 24Q: 3 clusters Score -1199244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1199244.250000 Penalty: 3010.175537
	Iteration 25Q: 3 clusters Score -1199244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1199246.375000 Penalty: 3010.175537
	Iteration 26Q: 3 clusters Score -1199246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1199246.375000 Penalty: 3010.175537
	Iteration 27F: 3 clusters Score -1199246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Entering Unmasked Estep 
Score: -332505.906250 Penalty: 1305.364014
	Iteration 0F: 2 clusters Score -332505.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -329728.593750 Penalty: 2610.728027
	Iteration 0F: 3 clusters Score -329728.6 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -330314.750000 Penalty: 2610.728027
	Iteration 1F: 3 clusters Score -330314.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -330427.218750 Penalty: 2610.728027
	Iteration 2F: 3 clusters Score -330427.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -330516.250000 Penalty: 2610.728027
	Iteration 3Q: 3 clusters Score -330516.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -330610.406250 Penalty: 2610.728027
	Iteration 4Q: 3 clusters Score -330610.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -330704.437500 Penalty: 2610.728027
	Iteration 5Q: 3 clusters Score -330704.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -330832.187500 Penalty: 2610.728027
	Iteration 6Q: 3 clusters Score -330832.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -331026.968750 Penalty: 2610.728027
	Iteration 7Q: 3 clusters Score -331027 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -331265.437500 Penalty: 2610.728027
	Iteration 8F: 3 clusters Score -331265.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -331555.281250 Penalty: 2610.728027
	Iteration 9F: 3 clusters Score -331555.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -331857.875000 Penalty: 2610.728027
	Iteration 10F: 3 clusters Score -331857.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -332109.031250 Penalty: 2610.728027
	Iteration 11F: 3 clusters Score -332109 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -332261.750000 Penalty: 2610.728027
	Iteration 12Q: 3 clusters Score -332261.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -332330.468750 Penalty: 2610.728027
	Iteration 13Q: 3 clusters Score -332330.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -332360.406250 Penalty: 2610.728027
	Iteration 14Q: 3 clusters Score -332360.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -332377.687500 Penalty: 2610.728027
	Iteration 15Q: 3 clusters Score -332377.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -332389.031250 Penalty: 2610.728027
	Iteration 16Q: 3 clusters Score -332389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -332396.218750 Penalty: 2610.728027
	Iteration 17Q: 3 clusters Score -332396.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -332400.218750 Penalty: 2610.728027
	Iteration 18Q: 3 clusters Score -332400.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -332402.812500 Penalty: 2610.728027
	Iteration 19Q: 3 clusters Score -332402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -332406.125000 Penalty: 2610.728027
	Iteration 20F: 3 clusters Score -332406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -332408.125000 Penalty: 2610.728027
	Iteration 21Q: 3 clusters Score -332408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -332409.281250 Penalty: 2610.728027
	Iteration 22Q: 3 clusters Score -332409.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -332409.718750 Penalty: 2610.728027
	Iteration 23Q: 3 clusters Score -332409.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -332411.593750 Penalty: 2610.728027
	Iteration 24Q: 3 clusters Score -332411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -332412.562500 Penalty: 2610.728027
	Iteration 25Q: 3 clusters Score -332412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -332414.218750 Penalty: 2610.728027
	Iteration 26Q: 3 clusters Score -332414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -332414.500000 Penalty: 2610.728027
	Iteration 27Q: 3 clusters Score -332414.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -332415.375000 Penalty: 2610.728027
	Iteration 28Q: 3 clusters Score -332415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -332415.375000 Penalty: 2610.728027
	Iteration 29F: 3 clusters Score -332415.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Entering Unmasked Estep 
Score: -358139.093750 Penalty: 1318.820679
	Iteration 0F: 2 clusters Score -358139.1 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 1661 members 
Entering Unmasked Estep 
Score: -355252.125000 Penalty: 2637.641357
	Iteration 0F: 3 clusters Score -355252.1 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -356170.500000 Penalty: 2637.641357
	Iteration 1F: 3 clusters Score -356170.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -356415.812500 Penalty: 2637.641357
	Iteration 2F: 3 clusters Score -356415.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -356563.343750 Penalty: 2637.641357
	Iteration 3F: 3 clusters Score -356563.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -356666.968750 Penalty: 2637.641357
	Iteration 4Q: 3 clusters Score -356667 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -356741.656250 Penalty: 2637.641357
	Iteration 5Q: 3 clusters Score -356741.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -356795.468750 Penalty: 2637.641357
	Iteration 6Q: 3 clusters Score -356795.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -356839.906250 Penalty: 2637.641357
	Iteration 7Q: 3 clusters Score -356839.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -356874.062500 Penalty: 2637.641357
	Iteration 8Q: 3 clusters Score -356874.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -356900.281250 Penalty: 2637.641357
	Iteration 9Q: 3 clusters Score -356900.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -356911.843750 Penalty: 2637.641357
	Iteration 10Q: 3 clusters Score -356911.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -356920.968750 Penalty: 2637.641357
	Iteration 11Q: 3 clusters Score -356921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -356930.906250 Penalty: 2637.641357
	Iteration 12Q: 3 clusters Score -356930.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -356940.062500 Penalty: 2637.641357
	Iteration 13Q: 3 clusters Score -356940.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -356949.187500 Penalty: 2637.641357
	Iteration 14Q: 3 clusters Score -356949.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -356961.500000 Penalty: 2637.641357
	Iteration 15Q: 3 clusters Score -356961.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -356974.906250 Penalty: 2637.641357
	Iteration 16Q: 3 clusters Score -356974.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -356985.437500 Penalty: 2637.641357
	Iteration 17Q: 3 clusters Score -356985.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -356993.406250 Penalty: 2637.641357
	Iteration 18Q: 3 clusters Score -356993.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -357002.437500 Penalty: 2637.641357
	Iteration 19Q: 3 clusters Score -357002.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -357009.062500 Penalty: 2637.641357
	Iteration 20F: 3 clusters Score -357009.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -357018.093750 Penalty: 2637.641357
	Iteration 21Q: 3 clusters Score -357018.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -357032.593750 Penalty: 2637.641357
	Iteration 22Q: 3 clusters Score -357032.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -357048.500000 Penalty: 2637.641357
	Iteration 23Q: 3 clusters Score -357048.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -357066.656250 Penalty: 2637.641357
	Iteration 24Q: 3 clusters Score -357066.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -357089.937500 Penalty: 2637.641357
	Iteration 25Q: 3 clusters Score -357089.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -357110.218750 Penalty: 2637.641357
	Iteration 26Q: 3 clusters Score -357110.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -357133.062500 Penalty: 2637.641357
	Iteration 27Q: 3 clusters Score -357133.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -357161.968750 Penalty: 2637.641357
	Iteration 28Q: 3 clusters Score -357162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -357188.968750 Penalty: 2637.641357
	Iteration 29Q: 3 clusters Score -357189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -357222.968750 Penalty: 2637.641357
	Iteration 30Q: 3 clusters Score -357223 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -357256.187500 Penalty: 2637.641357
	Iteration 31Q: 3 clusters Score -357256.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -357291.406250 Penalty: 2637.641357
	Iteration 32Q: 3 clusters Score -357291.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -357327.375000 Penalty: 2637.641357
	Iteration 33Q: 3 clusters Score -357327.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -357363.625000 Penalty: 2637.641357
	Iteration 34Q: 3 clusters Score -357363.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -357405.156250 Penalty: 2637.641357
	Iteration 35Q: 3 clusters Score -357405.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -357450.687500 Penalty: 2637.641357
	Iteration 36Q: 3 clusters Score -357450.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -357480.312500 Penalty: 2637.641357
	Iteration 37Q: 3 clusters Score -357480.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -357501.750000 Penalty: 2637.641357
	Iteration 38Q: 3 clusters Score -357501.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -357516.937500 Penalty: 2637.641357
	Iteration 39Q: 3 clusters Score -357516.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -357530.718750 Penalty: 2637.641357
	Iteration 40F: 3 clusters Score -357530.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -357546.937500 Penalty: 2637.641357
	Iteration 41Q: 3 clusters Score -357546.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -357560.156250 Penalty: 2637.641357
	Iteration 42Q: 3 clusters Score -357560.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -357568.437500 Penalty: 2637.641357
	Iteration 43Q: 3 clusters Score -357568.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -357573.343750 Penalty: 2637.641357
	Iteration 44Q: 3 clusters Score -357573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -357576.312500 Penalty: 2637.641357
	Iteration 45Q: 3 clusters Score -357576.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -357579.625000 Penalty: 2637.641357
	Iteration 46Q: 3 clusters Score -357579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -357581.500000 Penalty: 2637.641357
	Iteration 47Q: 3 clusters Score -357581.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -357583.875000 Penalty: 2637.641357
	Iteration 48Q: 3 clusters Score -357583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -357586.593750 Penalty: 2637.641357
	Iteration 49Q: 3 clusters Score -357586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -357588.937500 Penalty: 2637.641357
	Iteration 50Q: 3 clusters Score -357588.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -357595.625000 Penalty: 2637.641357
	Iteration 51Q: 3 clusters Score -357595.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -357596.750000 Penalty: 2637.641357
	Iteration 52Q: 3 clusters Score -357596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -357597.406250 Penalty: 2637.641357
	Iteration 53Q: 3 clusters Score -357597.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -357597.406250 Penalty: 2637.641357
	Iteration 54F: 3 clusters Score -357597.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Entering Unmasked Estep 
Score: -462357.187500 Penalty: 1347.090942
	Iteration 0F: 2 clusters Score -462357.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -458978.750000 Penalty: 2694.181885
	Iteration 0F: 3 clusters Score -458978.8 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -459895.562500 Penalty: 2694.181885
	Iteration 1F: 3 clusters Score -459895.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -460038.062500 Penalty: 2694.181885
	Iteration 2F: 3 clusters Score -460038.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -460149.937500 Penalty: 2694.181885
	Iteration 3Q: 3 clusters Score -460149.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -460223.156250 Penalty: 2694.181885
	Iteration 4Q: 3 clusters Score -460223.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -460287.718750 Penalty: 2694.181885
	Iteration 5Q: 3 clusters Score -460287.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -460330.875000 Penalty: 2694.181885
	Iteration 6Q: 3 clusters Score -460330.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -460372.531250 Penalty: 2694.181885
	Iteration 7Q: 3 clusters Score -460372.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -460397.781250 Penalty: 2694.181885
	Iteration 8Q: 3 clusters Score -460397.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -460413.687500 Penalty: 2694.181885
	Iteration 9Q: 3 clusters Score -460413.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -460430.000000 Penalty: 2694.181885
	Iteration 10Q: 3 clusters Score -460430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -460451.875000 Penalty: 2694.181885
	Iteration 11Q: 3 clusters Score -460451.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -460481.500000 Penalty: 2694.181885
	Iteration 12Q: 3 clusters Score -460481.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -460508.312500 Penalty: 2694.181885
	Iteration 13Q: 3 clusters Score -460508.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -460534.281250 Penalty: 2694.181885
	Iteration 14Q: 3 clusters Score -460534.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -460562.093750 Penalty: 2694.181885
	Iteration 15Q: 3 clusters Score -460562.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -460599.468750 Penalty: 2694.181885
	Iteration 16Q: 3 clusters Score -460599.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -460639.562500 Penalty: 2694.181885
	Iteration 17Q: 3 clusters Score -460639.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -460703.125000 Penalty: 2694.181885
	Iteration 18Q: 3 clusters Score -460703.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -460806.375000 Penalty: 2694.181885
	Iteration 19Q: 3 clusters Score -460806.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -460920.062500 Penalty: 2694.181885
	Iteration 20F: 3 clusters Score -460920.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -461027.812500 Penalty: 2694.181885
	Iteration 21Q: 3 clusters Score -461027.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -461112.781250 Penalty: 2694.181885
	Iteration 22Q: 3 clusters Score -461112.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -461169.625000 Penalty: 2694.181885
	Iteration 23Q: 3 clusters Score -461169.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -461206.656250 Penalty: 2694.181885
	Iteration 24Q: 3 clusters Score -461206.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -461227.750000 Penalty: 2694.181885
	Iteration 25Q: 3 clusters Score -461227.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -461235.875000 Penalty: 2694.181885
	Iteration 26Q: 3 clusters Score -461235.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -461245.062500 Penalty: 2694.181885
	Iteration 27Q: 3 clusters Score -461245.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -461253.375000 Penalty: 2694.181885
	Iteration 28Q: 3 clusters Score -461253.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -461259.250000 Penalty: 2694.181885
	Iteration 29Q: 3 clusters Score -461259.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -461261.875000 Penalty: 2694.181885
	Iteration 30Q: 3 clusters Score -461261.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -461266.156250 Penalty: 2694.181885
	Iteration 31Q: 3 clusters Score -461266.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -461269.875000 Penalty: 2694.181885
	Iteration 32Q: 3 clusters Score -461269.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -461271.750000 Penalty: 2694.181885
	Iteration 33Q: 3 clusters Score -461271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -461273.937500 Penalty: 2694.181885
	Iteration 34Q: 3 clusters Score -461273.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -461276.250000 Penalty: 2694.181885
	Iteration 35Q: 3 clusters Score -461276.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -461277.375000 Penalty: 2694.181885
	Iteration 36Q: 3 clusters Score -461277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -461278.437500 Penalty: 2694.181885
	Iteration 37Q: 3 clusters Score -461278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -461278.906250 Penalty: 2694.181885
	Iteration 38Q: 3 clusters Score -461278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -461278.625000 Penalty: 2694.181885
	Iteration 39Q: 3 clusters Score -461278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -461278.625000 Penalty: 2694.181885
	Iteration 40F: 3 clusters Score -461278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (143529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143529 members 
Entering Unmasked Estep 
Score: -16234766.000000 Penalty: 1929.572510
	Iteration 0F: 2 clusters Score -1.623477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71427 members 
Mstep: Class 2 contains 72102 members 
Entering Unmasked Estep 
Score: -16139574.000000 Penalty: 3859.145020
	Iteration 0F: 3 clusters Score -1.613957e+07 nChanged 69288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66131 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -16180726.000000 Penalty: 3859.145020
	Iteration 1F: 3 clusters Score -1.618073e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 81229 members 
Entering Unmasked Estep 
Score: -16182567.000000 Penalty: 3859.145020
	Iteration 2Q: 3 clusters Score -1.618257e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 86983 members 
Entering Unmasked Estep 
Score: -16185616.000000 Penalty: 3859.145020
	Iteration 3Q: 3 clusters Score -1.618562e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 95426 members 
Entering Unmasked Estep 
Score: -16191076.000000 Penalty: 3859.145020
	Iteration 4F: 3 clusters Score -1.619108e+07 nChanged 11975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 107117 members 
Entering Unmasked Estep 
Score: -16200575.000000 Penalty: 3859.145020
	Iteration 5F: 3 clusters Score -1.620058e+07 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 120507 members 
Entering Unmasked Estep 
Score: -16213317.000000 Penalty: 3859.145020
	Iteration 6F: 3 clusters Score -1.621332e+07 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 131991 members 
Entering Unmasked Estep 
Score: -16224538.000000 Penalty: 3859.145020
	Iteration 7F: 3 clusters Score -1.622454e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 138514 members 
Entering Unmasked Estep 
Score: -16230562.000000 Penalty: 3859.145020
	Iteration 8Q: 3 clusters Score -1.623056e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 140996 members 
Entering Unmasked Estep 
Score: -16232699.000000 Penalty: 3859.145020
	Iteration 9Q: 3 clusters Score -1.62327e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 141705 members 
Entering Unmasked Estep 
Score: -16233497.000000 Penalty: 3859.145020
	Iteration 10Q: 3 clusters Score -1.62335e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 141927 members 
Entering Unmasked Estep 
Score: -16233761.000000 Penalty: 3859.145020
	Iteration 11Q: 3 clusters Score -1.623376e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 142047 members 
Entering Unmasked Estep 
Score: -16233860.000000 Penalty: 3859.145020
	Iteration 12Q: 3 clusters Score -1.623386e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 142124 members 
Entering Unmasked Estep 
Score: -16233918.000000 Penalty: 3859.145020
	Iteration 13Q: 3 clusters Score -1.623392e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 142168 members 
Entering Unmasked Estep 
Score: -16233980.000000 Penalty: 3859.145020
	Iteration 14Q: 3 clusters Score -1.623398e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 142203 members 
Entering Unmasked Estep 
Score: -16233973.000000 Penalty: 3859.145020
	Iteration 15Q: 3 clusters Score -1.623397e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 142220 members 
Entering Unmasked Estep 
Score: -16234002.000000 Penalty: 3859.145020
	Iteration 16Q: 3 clusters Score -1.6234e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 142234 members 
Entering Unmasked Estep 
Score: -16234010.000000 Penalty: 3859.145020
	Iteration 17Q: 3 clusters Score -1.623401e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 142247 members 
Entering Unmasked Estep 
Score: -16234002.000000 Penalty: 3859.145020
	Iteration 18Q: 3 clusters Score -1.6234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 142260 members 
Entering Unmasked Estep 
Score: -16234009.000000 Penalty: 3859.145020
	Iteration 19Q: 3 clusters Score -1.623401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 142261 members 
Entering Unmasked Estep 
Score: -16234023.000000 Penalty: 3859.145020
	Iteration 20F: 3 clusters Score -1.623402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 142264 members 
Entering Unmasked Estep 
Score: -16234022.000000 Penalty: 3859.145020
	Iteration 21Q: 3 clusters Score -1.623402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 142262 members 
Entering Unmasked Estep 
Score: -16234011.000000 Penalty: 3859.145020
	Iteration 22Q: 3 clusters Score -1.623401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 142265 members 
Entering Unmasked Estep 
Score: -16234027.000000 Penalty: 3859.145020
	Iteration 23Q: 3 clusters Score -1.623403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 142267 members 
Entering Unmasked Estep 
Score: -16234026.000000 Penalty: 3859.145020
	Iteration 24Q: 3 clusters Score -1.623403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 142268 members 
Entering Unmasked Estep 
Score: -16234029.000000 Penalty: 3859.145020
	Iteration 25Q: 3 clusters Score -1.623403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 142268 members 
Entering Unmasked Estep 
Score: -16234019.000000 Penalty: 3859.145020
	Iteration 26Q: 3 clusters Score -1.623402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 142269 members 
Entering Unmasked Estep 
Score: -16234023.000000 Penalty: 3859.145020
	Iteration 27Q: 3 clusters Score -1.623402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 142269 members 
Entering Unmasked Estep 
Score: -16234023.000000 Penalty: 3859.145020
	Iteration 28F: 3 clusters Score -1.623402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 82059 members 
Mstep: Class 4 contains 10614 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 88918 members 
Mstep: Class 7 contains 10458 members 
Mstep: Class 8 contains 7609 members 
Mstep: Class 9 contains 94781 members 
Mstep: Class 10 contains 146916 members 
Mstep: Class 11 contains 73295 members 
Mstep: Class 12 contains 10918 members 
Mstep: Class 13 contains 46364 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38246 members 
Mstep: Class 16 contains 18730 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 94139 members 
Mstep: Class 19 contains 10531 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3347 members 
Mstep: Class 22 contains 3983 members 
Mstep: Class 23 contains 143529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108680.000000 Penalty: 51286.125000
Iteration 359Q: 24 clusters Score -1.021087e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 82028 members 
Mstep: Class 4 contains 10617 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 89003 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 94706 members 
Mstep: Class 10 contains 146927 members 
Mstep: Class 11 contains 73312 members 
Mstep: Class 12 contains 10922 members 
Mstep: Class 13 contains 46355 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38243 members 
Mstep: Class 16 contains 18718 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 94150 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3983 members 
Mstep: Class 23 contains 143524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108744.000000 Penalty: 51286.125000
Iteration 360F: 24 clusters Score -1.021087e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 81997 members 
Mstep: Class 4 contains 10614 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 89063 members 
Mstep: Class 7 contains 10470 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 94645 members 
Mstep: Class 10 contains 146951 members 
Mstep: Class 11 contains 73341 members 
Mstep: Class 12 contains 10926 members 
Mstep: Class 13 contains 46353 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38235 members 
Mstep: Class 16 contains 18709 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 94153 members 
Mstep: Class 19 contains 10529 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3982 members 
Mstep: Class 23 contains 143522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108824.000000 Penalty: 51286.125000
Iteration 361Q: 24 clusters Score -1.021088e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 3 contains 81961 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 89147 members 
Mstep: Class 7 contains 10470 members 
Mstep: Class 8 contains 7611 members 
Mstep: Class 9 contains 94600 members 
Mstep: Class 10 contains 146963 members 
Mstep: Class 11 contains 73343 members 
Mstep: Class 12 contains 10928 members 
Mstep: Class 13 contains 46353 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38228 members 
Mstep: Class 16 contains 18697 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 18 contains 94153 members 
Mstep: Class 19 contains 10529 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3982 members 
Mstep: Class 23 contains 143528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108856.000000 Penalty: 51286.125000
Iteration 362Q: 24 clusters Score -1.021089e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 3571 members 
Mstep: Class 3 contains 81917 members 
Mstep: Class 4 contains 10613 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 89201 members 
Mstep: Class 7 contains 10473 members 
Mstep: Class 8 contains 7612 members 
Mstep: Class 9 contains 94576 members 
Mstep: Class 10 contains 146977 members 
Mstep: Class 11 contains 73358 members 
Mstep: Class 12 contains 10930 members 
Mstep: Class 13 contains 46359 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38215 members 
Mstep: Class 16 contains 18680 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94166 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3983 members 
Mstep: Class 23 contains 143524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108728.000000 Penalty: 51286.125000
Iteration 363Q: 24 clusters Score -1.021087e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 3571 members 
Mstep: Class 3 contains 81862 members 
Mstep: Class 4 contains 10615 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 89272 members 
Mstep: Class 7 contains 10480 members 
Mstep: Class 8 contains 7612 members 
Mstep: Class 9 contains 94556 members 
Mstep: Class 10 contains 146980 members 
Mstep: Class 11 contains 73356 members 
Mstep: Class 12 contains 10934 members 
Mstep: Class 13 contains 46360 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38211 members 
Mstep: Class 16 contains 18670 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94176 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3982 members 
Mstep: Class 23 contains 143524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108896.000000 Penalty: 51286.125000
Iteration 364Q: 24 clusters Score -1.021089e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 3571 members 
Mstep: Class 3 contains 81799 members 
Mstep: Class 4 contains 10615 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 89308 members 
Mstep: Class 7 contains 10486 members 
Mstep: Class 8 contains 7610 members 
Mstep: Class 9 contains 94556 members 
Mstep: Class 10 contains 146981 members 
Mstep: Class 11 contains 73375 members 
Mstep: Class 12 contains 10935 members 
Mstep: Class 13 contains 46361 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38204 members 
Mstep: Class 16 contains 18655 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94181 members 
Mstep: Class 19 contains 10531 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3981 members 
Mstep: Class 23 contains 143541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108904.000000 Penalty: 51286.125000
Iteration 365Q: 24 clusters Score -1.021089e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 3571 members 
Mstep: Class 3 contains 81737 members 
Mstep: Class 4 contains 10616 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 89376 members 
Mstep: Class 7 contains 10491 members 
Mstep: Class 8 contains 7610 members 
Mstep: Class 9 contains 94544 members 
Mstep: Class 10 contains 146969 members 
Mstep: Class 11 contains 73373 members 
Mstep: Class 12 contains 10933 members 
Mstep: Class 13 contains 46361 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38202 members 
Mstep: Class 16 contains 18641 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94198 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3981 members 
Mstep: Class 23 contains 143558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108928.000000 Penalty: 51286.125000
Iteration 366Q: 24 clusters Score -1.021089e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 3571 members 
Mstep: Class 3 contains 81685 members 
Mstep: Class 4 contains 10620 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 6 contains 89445 members 
Mstep: Class 7 contains 10495 members 
Mstep: Class 8 contains 7609 members 
Mstep: Class 9 contains 94520 members 
Mstep: Class 10 contains 146970 members 
Mstep: Class 11 contains 73367 members 
Mstep: Class 12 contains 10935 members 
Mstep: Class 13 contains 46359 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38202 members 
Mstep: Class 16 contains 18628 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94209 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3979 members 
Mstep: Class 23 contains 143560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109048.000000 Penalty: 51286.125000
Iteration 367Q: 24 clusters Score -1.02109e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 3569 members 
Mstep: Class 3 contains 81632 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 89528 members 
Mstep: Class 7 contains 10497 members 
Mstep: Class 8 contains 7608 members 
Mstep: Class 9 contains 94483 members 
Mstep: Class 10 contains 146989 members 
Mstep: Class 11 contains 73364 members 
Mstep: Class 12 contains 10937 members 
Mstep: Class 13 contains 46361 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38202 members 
Mstep: Class 16 contains 18613 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94214 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 143550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108880.000000 Penalty: 51286.125000
Iteration 368Q: 24 clusters Score -1.021089e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 3 contains 81580 members 
Mstep: Class 4 contains 10625 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 89594 members 
Mstep: Class 7 contains 10500 members 
Mstep: Class 8 contains 7607 members 
Mstep: Class 9 contains 94448 members 
Mstep: Class 10 contains 146991 members 
Mstep: Class 11 contains 73383 members 
Mstep: Class 12 contains 10938 members 
Mstep: Class 13 contains 46363 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38205 members 
Mstep: Class 16 contains 18601 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94218 members 
Mstep: Class 19 contains 10536 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 143546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108920.000000 Penalty: 51286.125000
Iteration 369Q: 24 clusters Score -1.021089e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 3572 members 
Mstep: Class 3 contains 81532 members 
Mstep: Class 4 contains 10626 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 89672 members 
Mstep: Class 7 contains 10504 members 
Mstep: Class 8 contains 7606 members 
Mstep: Class 9 contains 94402 members 
Mstep: Class 10 contains 146995 members 
Mstep: Class 11 contains 73395 members 
Mstep: Class 12 contains 10939 members 
Mstep: Class 13 contains 46368 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38203 members 
Mstep: Class 16 contains 18589 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94214 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3975 members 
Mstep: Class 23 contains 143551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108944.000000 Penalty: 51286.125000
Iteration 370Q: 24 clusters Score -1.021089e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 3573 members 
Mstep: Class 3 contains 81500 members 
Mstep: Class 4 contains 10626 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 89701 members 
Mstep: Class 7 contains 10508 members 
Mstep: Class 8 contains 7605 members 
Mstep: Class 9 contains 94356 members 
Mstep: Class 10 contains 146989 members 
Mstep: Class 11 contains 73445 members 
Mstep: Class 12 contains 10939 members 
Mstep: Class 13 contains 46369 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38205 members 
Mstep: Class 16 contains 18587 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94220 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3974 members 
Mstep: Class 23 contains 143548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109008.000000 Penalty: 51286.125000
Iteration 371Q: 24 clusters Score -1.02109e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3574 members 
Mstep: Class 3 contains 81452 members 
Mstep: Class 4 contains 10626 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 89743 members 
Mstep: Class 7 contains 10514 members 
Mstep: Class 8 contains 7603 members 
Mstep: Class 9 contains 94318 members 
Mstep: Class 10 contains 146963 members 
Mstep: Class 11 contains 73479 members 
Mstep: Class 12 contains 10939 members 
Mstep: Class 13 contains 46373 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18583 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94228 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3974 members 
Mstep: Class 23 contains 143568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109000.000000 Penalty: 51286.125000
Iteration 372Q: 24 clusters Score -1.02109e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 3576 members 
Mstep: Class 3 contains 81414 members 
Mstep: Class 4 contains 10626 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 89787 members 
Mstep: Class 7 contains 10516 members 
Mstep: Class 8 contains 7601 members 
Mstep: Class 9 contains 94263 members 
Mstep: Class 10 contains 146939 members 
Mstep: Class 11 contains 73519 members 
Mstep: Class 12 contains 10941 members 
Mstep: Class 13 contains 46377 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38210 members 
Mstep: Class 16 contains 18578 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94237 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3974 members 
Mstep: Class 23 contains 143587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108912.000000 Penalty: 51286.125000
Iteration 373Q: 24 clusters Score -1.021089e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 3580 members 
Mstep: Class 3 contains 81383 members 
Mstep: Class 4 contains 10625 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 89818 members 
Mstep: Class 7 contains 10517 members 
Mstep: Class 8 contains 7601 members 
Mstep: Class 9 contains 94224 members 
Mstep: Class 10 contains 146932 members 
Mstep: Class 11 contains 73546 members 
Mstep: Class 12 contains 10944 members 
Mstep: Class 13 contains 46383 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38205 members 
Mstep: Class 16 contains 18574 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94253 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 143587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108832.000000 Penalty: 51286.125000
Iteration 374Q: 24 clusters Score -1.021088e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 3578 members 
Mstep: Class 3 contains 81362 members 
Mstep: Class 4 contains 10625 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 89834 members 
Mstep: Class 7 contains 10518 members 
Mstep: Class 8 contains 7603 members 
Mstep: Class 9 contains 94181 members 
Mstep: Class 10 contains 146932 members 
Mstep: Class 11 contains 73593 members 
Mstep: Class 12 contains 10943 members 
Mstep: Class 13 contains 46386 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38205 members 
Mstep: Class 16 contains 18569 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94252 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3978 members 
Mstep: Class 23 contains 143595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108976.000000 Penalty: 51286.125000
Iteration 375Q: 24 clusters Score -1.02109e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 3577 members 
Mstep: Class 3 contains 81336 members 
Mstep: Class 4 contains 10623 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 89865 members 
Mstep: Class 7 contains 10522 members 
Mstep: Class 8 contains 7603 members 
Mstep: Class 9 contains 94135 members 
Mstep: Class 10 contains 146934 members 
Mstep: Class 11 contains 73634 members 
Mstep: Class 12 contains 10943 members 
Mstep: Class 13 contains 46389 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38204 members 
Mstep: Class 16 contains 18566 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94248 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3978 members 
Mstep: Class 23 contains 143600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109016.000000 Penalty: 51286.125000
Iteration 376Q: 24 clusters Score -1.02109e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3577 members 
Mstep: Class 3 contains 81302 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 89893 members 
Mstep: Class 7 contains 10520 members 
Mstep: Class 8 contains 7600 members 
Mstep: Class 9 contains 94098 members 
Mstep: Class 10 contains 146938 members 
Mstep: Class 11 contains 73675 members 
Mstep: Class 12 contains 10944 members 
Mstep: Class 13 contains 46390 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38206 members 
Mstep: Class 16 contains 18564 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94255 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 143599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108976.000000 Penalty: 51286.125000
Iteration 377Q: 24 clusters Score -1.02109e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 3575 members 
Mstep: Class 3 contains 81271 members 
Mstep: Class 4 contains 10623 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 89932 members 
Mstep: Class 7 contains 10521 members 
Mstep: Class 8 contains 7597 members 
Mstep: Class 9 contains 94041 members 
Mstep: Class 10 contains 146936 members 
Mstep: Class 11 contains 73719 members 
Mstep: Class 12 contains 10945 members 
Mstep: Class 13 contains 46391 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38206 members 
Mstep: Class 16 contains 18565 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94269 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 143595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109120.000000 Penalty: 51286.125000
Iteration 378Q: 24 clusters Score -1.021091e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 3572 members 
Mstep: Class 3 contains 81245 members 
Mstep: Class 4 contains 10623 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 89977 members 
Mstep: Class 7 contains 10521 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 93986 members 
Mstep: Class 10 contains 146935 members 
Mstep: Class 11 contains 73756 members 
Mstep: Class 12 contains 10945 members 
Mstep: Class 13 contains 46392 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38204 members 
Mstep: Class 16 contains 18564 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94277 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 143600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109128.000000 Penalty: 51286.125000
Iteration 379Q: 24 clusters Score -1.021091e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 3572 members 
Mstep: Class 3 contains 81225 members 
Mstep: Class 4 contains 10623 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 90010 members 
Mstep: Class 7 contains 10522 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 93928 members 
Mstep: Class 10 contains 146925 members 
Mstep: Class 11 contains 73799 members 
Mstep: Class 12 contains 10944 members 
Mstep: Class 13 contains 46394 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38202 members 
Mstep: Class 16 contains 18558 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94285 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 143614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108960.000000 Penalty: 51286.125000
Iteration 380F: 24 clusters Score -1.02109e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 3572 members 
Mstep: Class 3 contains 81208 members 
Mstep: Class 4 contains 10623 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 90051 members 
Mstep: Class 7 contains 10524 members 
Mstep: Class 8 contains 7596 members 
Mstep: Class 9 contains 93869 members 
Mstep: Class 10 contains 146920 members 
Mstep: Class 11 contains 73823 members 
Mstep: Class 12 contains 10943 members 
Mstep: Class 13 contains 46394 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38203 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94302 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 143616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108976.000000 Penalty: 51286.125000
Iteration 381Q: 24 clusters Score -1.02109e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 3572 members 
Mstep: Class 3 contains 81196 members 
Mstep: Class 4 contains 10623 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 90093 members 
Mstep: Class 7 contains 10526 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 93819 members 
Mstep: Class 10 contains 146914 members 
Mstep: Class 11 contains 73832 members 
Mstep: Class 12 contains 10945 members 
Mstep: Class 13 contains 46394 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38202 members 
Mstep: Class 16 contains 18550 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94315 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 143626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109048.000000 Penalty: 51286.125000
Iteration 382Q: 24 clusters Score -1.02109e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 3573 members 
Mstep: Class 3 contains 81182 members 
Mstep: Class 4 contains 10623 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 90162 members 
Mstep: Class 7 contains 10524 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 93752 members 
Mstep: Class 10 contains 146911 members 
Mstep: Class 11 contains 73833 members 
Mstep: Class 12 contains 10945 members 
Mstep: Class 13 contains 46390 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38199 members 
Mstep: Class 16 contains 18542 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94327 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 143644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109040.000000 Penalty: 51286.125000
Iteration 383Q: 24 clusters Score -1.02109e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 3574 members 
Mstep: Class 3 contains 81165 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 90231 members 
Mstep: Class 7 contains 10522 members 
Mstep: Class 8 contains 7591 members 
Mstep: Class 9 contains 93695 members 
Mstep: Class 10 contains 146905 members 
Mstep: Class 11 contains 73828 members 
Mstep: Class 12 contains 10943 members 
Mstep: Class 13 contains 46387 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38199 members 
Mstep: Class 16 contains 18534 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94337 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 143664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109072.000000 Penalty: 51286.125000
Iteration 384Q: 24 clusters Score -1.021091e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 3574 members 
Mstep: Class 3 contains 81143 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 90296 members 
Mstep: Class 7 contains 10517 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 93627 members 
Mstep: Class 10 contains 146891 members 
Mstep: Class 11 contains 73840 members 
Mstep: Class 12 contains 10940 members 
Mstep: Class 13 contains 46387 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38196 members 
Mstep: Class 16 contains 18530 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94352 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 143687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109104.000000 Penalty: 51286.125000
Iteration 385Q: 24 clusters Score -1.021091e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 3574 members 
Mstep: Class 3 contains 81111 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90350 members 
Mstep: Class 7 contains 10512 members 
Mstep: Class 8 contains 7591 members 
Mstep: Class 9 contains 93581 members 
Mstep: Class 10 contains 146868 members 
Mstep: Class 11 contains 73856 members 
Mstep: Class 12 contains 10936 members 
Mstep: Class 13 contains 46388 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38196 members 
Mstep: Class 16 contains 18525 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94366 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 143718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109128.000000 Penalty: 51286.125000
Iteration 386Q: 24 clusters Score -1.021091e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 3574 members 
Mstep: Class 3 contains 81083 members 
Mstep: Class 4 contains 10623 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90393 members 
Mstep: Class 7 contains 10508 members 
Mstep: Class 8 contains 7590 members 
Mstep: Class 9 contains 93532 members 
Mstep: Class 10 contains 146847 members 
Mstep: Class 11 contains 73887 members 
Mstep: Class 12 contains 10935 members 
Mstep: Class 13 contains 46388 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38196 members 
Mstep: Class 16 contains 18516 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94375 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3976 members 
Mstep: Class 23 contains 143749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109072.000000 Penalty: 51286.125000
Iteration 387Q: 24 clusters Score -1.021091e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 3572 members 
Mstep: Class 3 contains 81047 members 
Mstep: Class 4 contains 10623 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90419 members 
Mstep: Class 7 contains 10508 members 
Mstep: Class 8 contains 7590 members 
Mstep: Class 9 contains 93501 members 
Mstep: Class 10 contains 146826 members 
Mstep: Class 11 contains 73933 members 
Mstep: Class 12 contains 10936 members 
Mstep: Class 13 contains 46393 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38197 members 
Mstep: Class 16 contains 18506 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94371 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 143778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109088.000000 Penalty: 51286.125000
Iteration 388Q: 24 clusters Score -1.021091e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 3572 members 
Mstep: Class 3 contains 81005 members 
Mstep: Class 4 contains 10624 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90468 members 
Mstep: Class 7 contains 10507 members 
Mstep: Class 8 contains 7588 members 
Mstep: Class 9 contains 93454 members 
Mstep: Class 10 contains 146811 members 
Mstep: Class 11 contains 73978 members 
Mstep: Class 12 contains 10936 members 
Mstep: Class 13 contains 46394 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38195 members 
Mstep: Class 16 contains 18492 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94364 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3978 members 
Mstep: Class 23 contains 143814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109152.000000 Penalty: 51286.125000
Iteration 389Q: 24 clusters Score -1.021092e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 3572 members 
Mstep: Class 3 contains 80983 members 
Mstep: Class 4 contains 10625 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90533 members 
Mstep: Class 7 contains 10498 members 
Mstep: Class 8 contains 7587 members 
Mstep: Class 9 contains 93389 members 
Mstep: Class 10 contains 146800 members 
Mstep: Class 11 contains 74011 members 
Mstep: Class 12 contains 10939 members 
Mstep: Class 13 contains 46393 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38192 members 
Mstep: Class 16 contains 18487 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94361 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3980 members 
Mstep: Class 23 contains 143837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109312.000000 Penalty: 51286.125000
Iteration 390Q: 24 clusters Score -1.021093e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 3573 members 
Mstep: Class 3 contains 80952 members 
Mstep: Class 4 contains 10627 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90601 members 
Mstep: Class 7 contains 10488 members 
Mstep: Class 8 contains 7586 members 
Mstep: Class 9 contains 93327 members 
Mstep: Class 10 contains 146785 members 
Mstep: Class 11 contains 74035 members 
Mstep: Class 12 contains 10942 members 
Mstep: Class 13 contains 46391 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38191 members 
Mstep: Class 16 contains 18483 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94366 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 3083 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3982 members 
Mstep: Class 23 contains 143852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109216.000000 Penalty: 51286.125000
Iteration 391Q: 24 clusters Score -1.021092e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 3573 members 
Mstep: Class 3 contains 80908 members 
Mstep: Class 4 contains 10627 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90650 members 
Mstep: Class 7 contains 10479 members 
Mstep: Class 8 contains 7587 members 
Mstep: Class 9 contains 93290 members 
Mstep: Class 10 contains 146782 members 
Mstep: Class 11 contains 74069 members 
Mstep: Class 12 contains 10943 members 
Mstep: Class 13 contains 46391 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38189 members 
Mstep: Class 16 contains 18481 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94371 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3985 members 
Mstep: Class 23 contains 143852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109408.000000 Penalty: 51286.125000
Iteration 392Q: 24 clusters Score -1.021094e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 3573 members 
Mstep: Class 3 contains 80867 members 
Mstep: Class 4 contains 10626 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90673 members 
Mstep: Class 7 contains 10470 members 
Mstep: Class 8 contains 7587 members 
Mstep: Class 9 contains 93270 members 
Mstep: Class 10 contains 146776 members 
Mstep: Class 11 contains 74111 members 
Mstep: Class 12 contains 10947 members 
Mstep: Class 13 contains 46389 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38186 members 
Mstep: Class 16 contains 18480 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94380 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3985 members 
Mstep: Class 23 contains 143856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109136.000000 Penalty: 51286.125000
Iteration 393Q: 24 clusters Score -1.021091e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 3573 members 
Mstep: Class 3 contains 80812 members 
Mstep: Class 4 contains 10627 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90702 members 
Mstep: Class 7 contains 10462 members 
Mstep: Class 8 contains 7587 members 
Mstep: Class 9 contains 93252 members 
Mstep: Class 10 contains 146763 members 
Mstep: Class 11 contains 74163 members 
Mstep: Class 12 contains 10949 members 
Mstep: Class 13 contains 46389 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 38181 members 
Mstep: Class 16 contains 18475 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94383 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3985 members 
Mstep: Class 23 contains 143875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109128.000000 Penalty: 51286.125000
Iteration 394Q: 24 clusters Score -1.021091e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 3572 members 
Mstep: Class 3 contains 80745 members 
Mstep: Class 4 contains 10625 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90720 members 
Mstep: Class 7 contains 10455 members 
Mstep: Class 8 contains 7587 members 
Mstep: Class 9 contains 93254 members 
Mstep: Class 10 contains 146760 members 
Mstep: Class 11 contains 74212 members 
Mstep: Class 12 contains 10952 members 
Mstep: Class 13 contains 46389 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38178 members 
Mstep: Class 16 contains 18469 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94388 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3985 members 
Mstep: Class 23 contains 143884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109040.000000 Penalty: 51286.125000
Iteration 395Q: 24 clusters Score -1.02109e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 3571 members 
Mstep: Class 3 contains 80677 members 
Mstep: Class 4 contains 10624 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90755 members 
Mstep: Class 7 contains 10450 members 
Mstep: Class 8 contains 7586 members 
Mstep: Class 9 contains 93253 members 
Mstep: Class 10 contains 146756 members 
Mstep: Class 11 contains 74249 members 
Mstep: Class 12 contains 10953 members 
Mstep: Class 13 contains 46392 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38177 members 
Mstep: Class 16 contains 18465 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94393 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3986 members 
Mstep: Class 23 contains 143890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109072.000000 Penalty: 51286.125000
Iteration 396Q: 24 clusters Score -1.021091e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 3571 members 
Mstep: Class 3 contains 80566 members 
Mstep: Class 4 contains 10621 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90783 members 
Mstep: Class 7 contains 10449 members 
Mstep: Class 8 contains 7586 members 
Mstep: Class 9 contains 93291 members 
Mstep: Class 10 contains 146756 members 
Mstep: Class 11 contains 74288 members 
Mstep: Class 12 contains 10953 members 
Mstep: Class 13 contains 46393 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38177 members 
Mstep: Class 16 contains 18462 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94395 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3987 members 
Mstep: Class 23 contains 143895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109120.000000 Penalty: 51286.125000
Iteration 397Q: 24 clusters Score -1.021091e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 3 contains 80472 members 
Mstep: Class 4 contains 10624 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90815 members 
Mstep: Class 7 contains 10443 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 93302 members 
Mstep: Class 10 contains 146755 members 
Mstep: Class 11 contains 74348 members 
Mstep: Class 12 contains 10953 members 
Mstep: Class 13 contains 46393 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38177 members 
Mstep: Class 16 contains 18457 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94396 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3987 members 
Mstep: Class 23 contains 143898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109064.000000 Penalty: 51286.125000
Iteration 398Q: 24 clusters Score -1.021091e+08 nChanged 405
Entering ConstructFrom: 
Score: -102109064.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (14443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Entering Unmasked Estep 
Score: -1600260.875000 Penalty: 1556.419312
	Iteration 0F: 2 clusters Score -1600261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1590178.375000 Penalty: 3112.838623
	Iteration 0F: 3 clusters Score -1590178 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1593803.000000 Penalty: 3112.838623
	Iteration 1F: 3 clusters Score -1593803 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1594091.375000 Penalty: 3112.838623
	Iteration 2F: 3 clusters Score -1594091 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1594373.500000 Penalty: 3112.838623
	Iteration 3Q: 3 clusters Score -1594374 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1594684.625000 Penalty: 3112.838623
	Iteration 4Q: 3 clusters Score -1594685 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1595056.625000 Penalty: 3112.838623
	Iteration 5Q: 3 clusters Score -1595057 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1595533.750000 Penalty: 3112.838623
	Iteration 6F: 3 clusters Score -1595534 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1596129.250000 Penalty: 3112.838623
	Iteration 7F: 3 clusters Score -1596129 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1596781.875000 Penalty: 3112.838623
	Iteration 8F: 3 clusters Score -1596782 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1597435.625000 Penalty: 3112.838623
	Iteration 9F: 3 clusters Score -1597436 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1597983.875000 Penalty: 3112.838623
	Iteration 10Q: 3 clusters Score -1597984 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1598378.375000 Penalty: 3112.838623
	Iteration 11Q: 3 clusters Score -1598378 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1598582.125000 Penalty: 3112.838623
	Iteration 12Q: 3 clusters Score -1598582 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1598714.125000 Penalty: 3112.838623
	Iteration 13Q: 3 clusters Score -1598714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1598779.625000 Penalty: 3112.838623
	Iteration 14Q: 3 clusters Score -1598780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1598810.125000 Penalty: 3112.838623
	Iteration 15Q: 3 clusters Score -1598810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1598828.625000 Penalty: 3112.838623
	Iteration 16Q: 3 clusters Score -1598829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1598839.000000 Penalty: 3112.838623
	Iteration 17Q: 3 clusters Score -1598839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1598847.000000 Penalty: 3112.838623
	Iteration 18Q: 3 clusters Score -1598847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1598855.250000 Penalty: 3112.838623
	Iteration 19Q: 3 clusters Score -1598855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1598870.000000 Penalty: 3112.838623
	Iteration 20F: 3 clusters Score -1598870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1598874.250000 Penalty: 3112.838623
	Iteration 21Q: 3 clusters Score -1598874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1598879.375000 Penalty: 3112.838623
	Iteration 22Q: 3 clusters Score -1598879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1598882.375000 Penalty: 3112.838623
	Iteration 23Q: 3 clusters Score -1598882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1598887.875000 Penalty: 3112.838623
	Iteration 24Q: 3 clusters Score -1598888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1598892.875000 Penalty: 3112.838623
	Iteration 25Q: 3 clusters Score -1598893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1598901.000000 Penalty: 3112.838623
	Iteration 26Q: 3 clusters Score -1598901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1598906.375000 Penalty: 3112.838623
	Iteration 27Q: 3 clusters Score -1598906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1598908.250000 Penalty: 3112.838623
	Iteration 28Q: 3 clusters Score -1598908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1598913.500000 Penalty: 3112.838623
	Iteration 29Q: 3 clusters Score -1598914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1598921.375000 Penalty: 3112.838623
	Iteration 30Q: 3 clusters Score -1598921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1598922.500000 Penalty: 3112.838623
	Iteration 31Q: 3 clusters Score -1598922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1598922.500000 Penalty: 3112.838623
	Iteration 32F: 3 clusters Score -1598922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Entering Unmasked Estep 
Score: -405156.812500 Penalty: 1329.302124
	Iteration 0F: 2 clusters Score -405156.8 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 1761 members 
Entering Unmasked Estep 
Score: -402082.625000 Penalty: 2658.604248
	Iteration 0F: 3 clusters Score -402082.6 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -402845.968750 Penalty: 2658.604248
	Iteration 1F: 3 clusters Score -402846 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -403004.187500 Penalty: 2658.604248
	Iteration 2F: 3 clusters Score -403004.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -403103.031250 Penalty: 2658.604248
	Iteration 3F: 3 clusters Score -403103 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -403184.843750 Penalty: 2658.604248
	Iteration 4Q: 3 clusters Score -403184.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -403258.375000 Penalty: 2658.604248
	Iteration 5Q: 3 clusters Score -403258.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -403325.500000 Penalty: 2658.604248
	Iteration 6Q: 3 clusters Score -403325.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -403399.093750 Penalty: 2658.604248
	Iteration 7Q: 3 clusters Score -403399.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -403485.218750 Penalty: 2658.604248
	Iteration 8Q: 3 clusters Score -403485.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -403567.250000 Penalty: 2658.604248
	Iteration 9Q: 3 clusters Score -403567.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -403658.812500 Penalty: 2658.604248
	Iteration 10Q: 3 clusters Score -403658.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -403740.531250 Penalty: 2658.604248
	Iteration 11Q: 3 clusters Score -403740.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -403813.218750 Penalty: 2658.604248
	Iteration 12Q: 3 clusters Score -403813.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -403900.062500 Penalty: 2658.604248
	Iteration 13Q: 3 clusters Score -403900.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -403984.531250 Penalty: 2658.604248
	Iteration 14Q: 3 clusters Score -403984.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -404059.906250 Penalty: 2658.604248
	Iteration 15Q: 3 clusters Score -404059.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -404129.156250 Penalty: 2658.604248
	Iteration 16Q: 3 clusters Score -404129.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -404210.687500 Penalty: 2658.604248
	Iteration 17Q: 3 clusters Score -404210.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -404278.875000 Penalty: 2658.604248
	Iteration 18Q: 3 clusters Score -404278.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -404345.625000 Penalty: 2658.604248
	Iteration 19Q: 3 clusters Score -404345.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -404402.218750 Penalty: 2658.604248
	Iteration 20F: 3 clusters Score -404402.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -404449.875000 Penalty: 2658.604248
	Iteration 21Q: 3 clusters Score -404449.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -404478.562500 Penalty: 2658.604248
	Iteration 22Q: 3 clusters Score -404478.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -404517.000000 Penalty: 2658.604248
	Iteration 23Q: 3 clusters Score -404517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -404556.593750 Penalty: 2658.604248
	Iteration 24Q: 3 clusters Score -404556.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -404601.531250 Penalty: 2658.604248
	Iteration 25Q: 3 clusters Score -404601.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -404633.562500 Penalty: 2658.604248
	Iteration 26Q: 3 clusters Score -404633.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -404651.125000 Penalty: 2658.604248
	Iteration 27Q: 3 clusters Score -404651.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -404657.937500 Penalty: 2658.604248
	Iteration 28Q: 3 clusters Score -404657.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -404662.781250 Penalty: 2658.604248
	Iteration 29Q: 3 clusters Score -404662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -404662.781250 Penalty: 2658.604248
	Iteration 30F: 3 clusters Score -404662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (80384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Entering Unmasked Estep 
Score: -9316624.000000 Penalty: 1835.367676
	Iteration 0F: 2 clusters Score -9316624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -9263009.000000 Penalty: 3670.735352
	Iteration 0F: 3 clusters Score -9263009 nChanged 38243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -9284773.000000 Penalty: 3670.735352
	Iteration 1F: 3 clusters Score -9284773 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -9285271.000000 Penalty: 3670.735352
	Iteration 2Q: 3 clusters Score -9285271 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -9285876.000000 Penalty: 3670.735352
	Iteration 3Q: 3 clusters Score -9285876 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -9286650.000000 Penalty: 3670.735352
	Iteration 4Q: 3 clusters Score -9286650 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -9288098.000000 Penalty: 3670.735352
	Iteration 5Q: 3 clusters Score -9288098 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -9290813.000000 Penalty: 3670.735352
	Iteration 6F: 3 clusters Score -9290813 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -9295608.000000 Penalty: 3670.735352
	Iteration 7F: 3 clusters Score -9295608 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -9302718.000000 Penalty: 3670.735352
	Iteration 8F: 3 clusters Score -9302718 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -9309472.000000 Penalty: 3670.735352
	Iteration 9F: 3 clusters Score -9309472 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 78597 members 
Entering Unmasked Estep 
Score: -9313265.000000 Penalty: 3670.735352
	Iteration 10Q: 3 clusters Score -9313265 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 79959 members 
Entering Unmasked Estep 
Score: -9314502.000000 Penalty: 3670.735352
	Iteration 11Q: 3 clusters Score -9314502 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -9314806.000000 Penalty: 3670.735352
	Iteration 12Q: 3 clusters Score -9314806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 80263 members 
Entering Unmasked Estep 
Score: -9314887.000000 Penalty: 3670.735352
	Iteration 13Q: 3 clusters Score -9314887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 80278 members 
Entering Unmasked Estep 
Score: -9314916.000000 Penalty: 3670.735352
	Iteration 14Q: 3 clusters Score -9314916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -9314936.000000 Penalty: 3670.735352
	Iteration 15Q: 3 clusters Score -9314936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -9314941.000000 Penalty: 3670.735352
	Iteration 16Q: 3 clusters Score -9314941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -9314944.000000 Penalty: 3670.735352
	Iteration 17Q: 3 clusters Score -9314944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -9314949.000000 Penalty: 3670.735352
	Iteration 18Q: 3 clusters Score -9314949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -9314948.000000 Penalty: 3670.735352
	Iteration 19Q: 3 clusters Score -9314948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -9314948.000000 Penalty: 3670.735352
	Iteration 20F: 3 clusters Score -9314948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1228204.625000 Penalty: 1506.577637
	Iteration 0F: 2 clusters Score -1228205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1220675.250000 Penalty: 3013.155273
	Iteration 0F: 3 clusters Score -1220675 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1223114.375000 Penalty: 3013.155273
	Iteration 1F: 3 clusters Score -1223114 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1223414.750000 Penalty: 3013.155273
	Iteration 2F: 3 clusters Score -1223415 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1223697.375000 Penalty: 3013.155273
	Iteration 3F: 3 clusters Score -1223697 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1224009.375000 Penalty: 3013.155273
	Iteration 4F: 3 clusters Score -1224009 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1224423.875000 Penalty: 3013.155273
	Iteration 5F: 3 clusters Score -1224424 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1224953.250000 Penalty: 3013.155273
	Iteration 6F: 3 clusters Score -1224953 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1225509.625000 Penalty: 3013.155273
	Iteration 7F: 3 clusters Score -1225510 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1226014.250000 Penalty: 3013.155273
	Iteration 8F: 3 clusters Score -1226014 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1226396.500000 Penalty: 3013.155273
	Iteration 9Q: 3 clusters Score -1226396 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1226612.625000 Penalty: 3013.155273
	Iteration 10Q: 3 clusters Score -1226613 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1226746.000000 Penalty: 3013.155273
	Iteration 11Q: 3 clusters Score -1226746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1226816.375000 Penalty: 3013.155273
	Iteration 12Q: 3 clusters Score -1226816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1226857.625000 Penalty: 3013.155273
	Iteration 13Q: 3 clusters Score -1226858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1226882.625000 Penalty: 3013.155273
	Iteration 14Q: 3 clusters Score -1226883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1226907.125000 Penalty: 3013.155273
	Iteration 15Q: 3 clusters Score -1226907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1226929.125000 Penalty: 3013.155273
	Iteration 16Q: 3 clusters Score -1226929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1226951.625000 Penalty: 3013.155273
	Iteration 17Q: 3 clusters Score -1226952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1226967.000000 Penalty: 3013.155273
	Iteration 18Q: 3 clusters Score -1226967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1226984.250000 Penalty: 3013.155273
	Iteration 19Q: 3 clusters Score -1226984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1226990.000000 Penalty: 3013.155273
	Iteration 20F: 3 clusters Score -1226990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1226994.500000 Penalty: 3013.155273
	Iteration 21Q: 3 clusters Score -1226994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1227001.625000 Penalty: 3013.155273
	Iteration 22Q: 3 clusters Score -1227002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1227002.375000 Penalty: 3013.155273
	Iteration 23Q: 3 clusters Score -1227002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1227003.750000 Penalty: 3013.155273
	Iteration 24Q: 3 clusters Score -1227004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1227003.750000 Penalty: 3013.155273
	Iteration 25F: 3 clusters Score -1227004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -45789.417969 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -45789.42 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 239 members 
Entering Unmasked Estep 
Score: -44852.667969 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -44852.67 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45037.347656 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -45037.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45110.281250 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -45110.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45192.507812 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -45192.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45282.078125 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -45282.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45348.246094 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -45348.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45440.906250 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -45440.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45520.261719 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -45520.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45568.257812 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -45568.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45638.199219 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -45638.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45661.433594 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -45661.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45671.070312 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -45671.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45673.292969 Penalty: 1991.941284
	Iteration 12Q: 3 clusters Score -45673.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45704.996094 Penalty: 1991.941284
	Iteration 13F: 3 clusters Score -45705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45827.550781 Penalty: 1991.941284
	Iteration 14Q: 3 clusters Score -45827.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45844.097656 Penalty: 1991.941284
	Iteration 15Q: 3 clusters Score -45844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45849.863281 Penalty: 1991.941284
	Iteration 16Q: 3 clusters Score -45849.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45849.863281 Penalty: 1991.941284
	Iteration 17F: 3 clusters Score -45849.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 3 contains 80384 members 
Mstep: Class 4 contains 10628 members 
Mstep: Class 5 contains 195 members 
Mstep: Class 6 contains 90826 members 
Mstep: Class 7 contains 10433 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 93312 members 
Mstep: Class 10 contains 146742 members 
Mstep: Class 11 contains 74426 members 
Mstep: Class 12 contains 10954 members 
Mstep: Class 13 contains 46392 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38179 members 
Mstep: Class 16 contains 18447 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94399 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3986 members 
Mstep: Class 23 contains 143913 members 
Mstep: Class 24 contains 264 members 
Entering Unmasked Estep 
Score: -102107880.000000 Penalty: 53515.957031
Splitting cluster 5 changes total score from -102109064.000000 to -102107880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (90826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90826 members 
Entering Unmasked Estep 
Score: -10592508.000000 Penalty: 1855.213989
	Iteration 0F: 2 clusters Score -1.059251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -10533038.000000 Penalty: 3710.427979
	Iteration 0F: 3 clusters Score -1.053304e+07 nChanged 43398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -10558143.000000 Penalty: 3710.427979
	Iteration 1F: 3 clusters Score -1.055814e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -10558595.000000 Penalty: 3710.427979
	Iteration 2Q: 3 clusters Score -1.05586e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -10559172.000000 Penalty: 3710.427979
	Iteration 3Q: 3 clusters Score -1.055917e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -10559747.000000 Penalty: 3710.427979
	Iteration 4Q: 3 clusters Score -1.055975e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -10560274.000000 Penalty: 3710.427979
	Iteration 5Q: 3 clusters Score -1.056027e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -10561083.000000 Penalty: 3710.427979
	Iteration 6Q: 3 clusters Score -1.056108e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -10561908.000000 Penalty: 3710.427979
	Iteration 7Q: 3 clusters Score -1.056191e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -10562819.000000 Penalty: 3710.427979
	Iteration 8Q: 3 clusters Score -1.056282e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -10563846.000000 Penalty: 3710.427979
	Iteration 9Q: 3 clusters Score -1.056385e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -10564932.000000 Penalty: 3710.427979
	Iteration 10Q: 3 clusters Score -1.056493e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -10566093.000000 Penalty: 3710.427979
	Iteration 11Q: 3 clusters Score -1.056609e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -10567528.000000 Penalty: 3710.427979
	Iteration 12Q: 3 clusters Score -1.056753e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -10569321.000000 Penalty: 3710.427979
	Iteration 13Q: 3 clusters Score -1.056932e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -10571492.000000 Penalty: 3710.427979
	Iteration 14Q: 3 clusters Score -1.057149e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -10573540.000000 Penalty: 3710.427979
	Iteration 15Q: 3 clusters Score -1.057354e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -10574736.000000 Penalty: 3710.427979
	Iteration 16Q: 3 clusters Score -1.057474e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -10575148.000000 Penalty: 3710.427979
	Iteration 17Q: 3 clusters Score -1.057515e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -10575349.000000 Penalty: 3710.427979
	Iteration 18Q: 3 clusters Score -1.057535e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -10575422.000000 Penalty: 3710.427979
	Iteration 19Q: 3 clusters Score -1.057542e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -10575476.000000 Penalty: 3710.427979
	Iteration 20F: 3 clusters Score -1.057548e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -10575577.000000 Penalty: 3710.427979
	Iteration 21Q: 3 clusters Score -1.057558e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -10575606.000000 Penalty: 3710.427979
	Iteration 22Q: 3 clusters Score -1.057561e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -10575680.000000 Penalty: 3710.427979
	Iteration 23Q: 3 clusters Score -1.057568e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -10575761.000000 Penalty: 3710.427979
	Iteration 24Q: 3 clusters Score -1.057576e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -10575873.000000 Penalty: 3710.427979
	Iteration 25Q: 3 clusters Score -1.057587e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -10575903.000000 Penalty: 3710.427979
	Iteration 26Q: 3 clusters Score -1.05759e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -10575961.000000 Penalty: 3710.427979
	Iteration 27Q: 3 clusters Score -1.057596e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -10576029.000000 Penalty: 3710.427979
	Iteration 28Q: 3 clusters Score -1.057603e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -10576081.000000 Penalty: 3710.427979
	Iteration 29Q: 3 clusters Score -1.057608e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -10576205.000000 Penalty: 3710.427979
	Iteration 30Q: 3 clusters Score -1.05762e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -10576240.000000 Penalty: 3710.427979
	Iteration 31Q: 3 clusters Score -1.057624e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -10576354.000000 Penalty: 3710.427979
	Iteration 32Q: 3 clusters Score -1.057635e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -10576458.000000 Penalty: 3710.427979
	Iteration 33Q: 3 clusters Score -1.057646e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -10576594.000000 Penalty: 3710.427979
	Iteration 34Q: 3 clusters Score -1.057659e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -10576757.000000 Penalty: 3710.427979
	Iteration 35Q: 3 clusters Score -1.057676e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -10576918.000000 Penalty: 3710.427979
	Iteration 36Q: 3 clusters Score -1.057692e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -10577112.000000 Penalty: 3710.427979
	Iteration 37Q: 3 clusters Score -1.057711e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -10577402.000000 Penalty: 3710.427979
	Iteration 38Q: 3 clusters Score -1.05774e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -10577652.000000 Penalty: 3710.427979
	Iteration 39Q: 3 clusters Score -1.057765e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -10577935.000000 Penalty: 3710.427979
	Iteration 40F: 3 clusters Score -1.057794e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -10578249.000000 Penalty: 3710.427979
	Iteration 41Q: 3 clusters Score -1.057825e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -10578647.000000 Penalty: 3710.427979
	Iteration 42Q: 3 clusters Score -1.057865e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 68416 members 
Entering Unmasked Estep 
Score: -10579122.000000 Penalty: 3710.427979
	Iteration 43Q: 3 clusters Score -1.057912e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -10579727.000000 Penalty: 3710.427979
	Iteration 44Q: 3 clusters Score -1.057973e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -10580423.000000 Penalty: 3710.427979
	Iteration 45Q: 3 clusters Score -1.058042e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -10581186.000000 Penalty: 3710.427979
	Iteration 46Q: 3 clusters Score -1.058119e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 75745 members 
Entering Unmasked Estep 
Score: -10582038.000000 Penalty: 3710.427979
	Iteration 47Q: 3 clusters Score -1.058204e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -10582939.000000 Penalty: 3710.427979
	Iteration 48Q: 3 clusters Score -1.058294e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -10583918.000000 Penalty: 3710.427979
	Iteration 49Q: 3 clusters Score -1.058392e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 81352 members 
Entering Unmasked Estep 
Score: -10584854.000000 Penalty: 3710.427979
	Iteration 50Q: 3 clusters Score -1.058485e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -10585700.000000 Penalty: 3710.427979
	Iteration 51Q: 3 clusters Score -1.05857e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 84443 members 
Entering Unmasked Estep 
Score: -10586560.000000 Penalty: 3710.427979
	Iteration 52Q: 3 clusters Score -1.058656e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 85827 members 
Entering Unmasked Estep 
Score: -10587392.000000 Penalty: 3710.427979
	Iteration 53Q: 3 clusters Score -1.058739e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -10588158.000000 Penalty: 3710.427979
	Iteration 54Q: 3 clusters Score -1.058816e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 87995 members 
Entering Unmasked Estep 
Score: -10588849.000000 Penalty: 3710.427979
	Iteration 55Q: 3 clusters Score -1.058885e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 88764 members 
Entering Unmasked Estep 
Score: -10589373.000000 Penalty: 3710.427979
	Iteration 56Q: 3 clusters Score -1.058937e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 89371 members 
Entering Unmasked Estep 
Score: -10589823.000000 Penalty: 3710.427979
	Iteration 57Q: 3 clusters Score -1.058982e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 89865 members 
Entering Unmasked Estep 
Score: -10590190.000000 Penalty: 3710.427979
	Iteration 58Q: 3 clusters Score -1.059019e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -10590413.000000 Penalty: 3710.427979
	Iteration 59Q: 3 clusters Score -1.059041e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -10590570.000000 Penalty: 3710.427979
	Iteration 60F: 3 clusters Score -1.059057e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -10590667.000000 Penalty: 3710.427979
	Iteration 61Q: 3 clusters Score -1.059067e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 90535 members 
Entering Unmasked Estep 
Score: -10590732.000000 Penalty: 3710.427979
	Iteration 62Q: 3 clusters Score -1.059073e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 90572 members 
Entering Unmasked Estep 
Score: -10590781.000000 Penalty: 3710.427979
	Iteration 63Q: 3 clusters Score -1.059078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 90593 members 
Entering Unmasked Estep 
Score: -10590805.000000 Penalty: 3710.427979
	Iteration 64Q: 3 clusters Score -1.05908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -10590812.000000 Penalty: 3710.427979
	Iteration 65Q: 3 clusters Score -1.059081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 90610 members 
Entering Unmasked Estep 
Score: -10590822.000000 Penalty: 3710.427979
	Iteration 66Q: 3 clusters Score -1.059082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -10590830.000000 Penalty: 3710.427979
	Iteration 67Q: 3 clusters Score -1.059083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 90619 members 
Entering Unmasked Estep 
Score: -10590841.000000 Penalty: 3710.427979
	Iteration 68Q: 3 clusters Score -1.059084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -10590853.000000 Penalty: 3710.427979
	Iteration 69Q: 3 clusters Score -1.059085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -10590863.000000 Penalty: 3710.427979
	Iteration 70Q: 3 clusters Score -1.059086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 90631 members 
Entering Unmasked Estep 
Score: -10590859.000000 Penalty: 3710.427979
	Iteration 71Q: 3 clusters Score -1.059086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 90631 members 
Entering Unmasked Estep 
Score: -10590859.000000 Penalty: 3710.427979
	Iteration 72F: 3 clusters Score -1.059086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Entering Unmasked Estep 
Score: -1203816.000000 Penalty: 1503.568481
	Iteration 0F: 2 clusters Score -1203816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1196334.125000 Penalty: 3007.136963
	Iteration 0F: 3 clusters Score -1196334 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1198723.375000 Penalty: 3007.136963
	Iteration 1F: 3 clusters Score -1198723 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1198934.125000 Penalty: 3007.136963
	Iteration 2F: 3 clusters Score -1198934 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1199107.750000 Penalty: 3007.136963
	Iteration 3Q: 3 clusters Score -1199108 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1199230.875000 Penalty: 3007.136963
	Iteration 4Q: 3 clusters Score -1199231 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1199320.000000 Penalty: 3007.136963
	Iteration 5Q: 3 clusters Score -1199320 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1199385.125000 Penalty: 3007.136963
	Iteration 6Q: 3 clusters Score -1199385 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1199437.750000 Penalty: 3007.136963
	Iteration 7Q: 3 clusters Score -1199438 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1199487.125000 Penalty: 3007.136963
	Iteration 8Q: 3 clusters Score -1199487 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1199531.000000 Penalty: 3007.136963
	Iteration 9Q: 3 clusters Score -1199531 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1199588.625000 Penalty: 3007.136963
	Iteration 10Q: 3 clusters Score -1199589 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1199644.750000 Penalty: 3007.136963
	Iteration 11Q: 3 clusters Score -1199645 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1199725.375000 Penalty: 3007.136963
	Iteration 12Q: 3 clusters Score -1199725 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1199801.250000 Penalty: 3007.136963
	Iteration 13Q: 3 clusters Score -1199801 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1199900.875000 Penalty: 3007.136963
	Iteration 14Q: 3 clusters Score -1199901 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1200044.875000 Penalty: 3007.136963
	Iteration 15Q: 3 clusters Score -1200045 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1200279.125000 Penalty: 3007.136963
	Iteration 16Q: 3 clusters Score -1200279 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1200616.750000 Penalty: 3007.136963
	Iteration 17Q: 3 clusters Score -1200617 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1200983.000000 Penalty: 3007.136963
	Iteration 18F: 3 clusters Score -1200983 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1201371.000000 Penalty: 3007.136963
	Iteration 19F: 3 clusters Score -1201371 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1201725.375000 Penalty: 3007.136963
	Iteration 20F: 3 clusters Score -1201725 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1202026.375000 Penalty: 3007.136963
	Iteration 21Q: 3 clusters Score -1202026 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1202221.750000 Penalty: 3007.136963
	Iteration 22Q: 3 clusters Score -1202222 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1202336.000000 Penalty: 3007.136963
	Iteration 23Q: 3 clusters Score -1202336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1202391.625000 Penalty: 3007.136963
	Iteration 24Q: 3 clusters Score -1202392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1202425.500000 Penalty: 3007.136963
	Iteration 25Q: 3 clusters Score -1202426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1202455.250000 Penalty: 3007.136963
	Iteration 26Q: 3 clusters Score -1202455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1202474.750000 Penalty: 3007.136963
	Iteration 27Q: 3 clusters Score -1202475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1202485.375000 Penalty: 3007.136963
	Iteration 28Q: 3 clusters Score -1202485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1202492.750000 Penalty: 3007.136963
	Iteration 29Q: 3 clusters Score -1202493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1202500.125000 Penalty: 3007.136963
	Iteration 30Q: 3 clusters Score -1202500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1202509.125000 Penalty: 3007.136963
	Iteration 31Q: 3 clusters Score -1202509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1202512.125000 Penalty: 3007.136963
	Iteration 32Q: 3 clusters Score -1202512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1202514.125000 Penalty: 3007.136963
	Iteration 33Q: 3 clusters Score -1202514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1202516.250000 Penalty: 3007.136963
	Iteration 34Q: 3 clusters Score -1202516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1202516.250000 Penalty: 3007.136963
	Iteration 35F: 3 clusters Score -1202516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Entering Unmasked Estep 
Score: -874467.937500 Penalty: 1451.763184
	Iteration 0F: 2 clusters Score -874467.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -868906.812500 Penalty: 2903.526367
	Iteration 0F: 3 clusters Score -868906.8 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -870568.937500 Penalty: 2903.526367
	Iteration 1F: 3 clusters Score -870568.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -870803.062500 Penalty: 2903.526367
	Iteration 2F: 3 clusters Score -870803.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -871009.750000 Penalty: 2903.526367
	Iteration 3F: 3 clusters Score -871009.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -871173.312500 Penalty: 2903.526367
	Iteration 4Q: 3 clusters Score -871173.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -871315.062500 Penalty: 2903.526367
	Iteration 5Q: 3 clusters Score -871315.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -871478.375000 Penalty: 2903.526367
	Iteration 6Q: 3 clusters Score -871478.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -871643.250000 Penalty: 2903.526367
	Iteration 7Q: 3 clusters Score -871643.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -871811.312500 Penalty: 2903.526367
	Iteration 8Q: 3 clusters Score -871811.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -871997.312500 Penalty: 2903.526367
	Iteration 9Q: 3 clusters Score -871997.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -872171.937500 Penalty: 2903.526367
	Iteration 10Q: 3 clusters Score -872171.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -872347.812500 Penalty: 2903.526367
	Iteration 11Q: 3 clusters Score -872347.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -872478.750000 Penalty: 2903.526367
	Iteration 12Q: 3 clusters Score -872478.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -872574.625000 Penalty: 2903.526367
	Iteration 13Q: 3 clusters Score -872574.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -872642.000000 Penalty: 2903.526367
	Iteration 14Q: 3 clusters Score -872642 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -872700.875000 Penalty: 2903.526367
	Iteration 15Q: 3 clusters Score -872700.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -872747.000000 Penalty: 2903.526367
	Iteration 16Q: 3 clusters Score -872747 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -872777.562500 Penalty: 2903.526367
	Iteration 17Q: 3 clusters Score -872777.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -872797.562500 Penalty: 2903.526367
	Iteration 18Q: 3 clusters Score -872797.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -872821.562500 Penalty: 2903.526367
	Iteration 19Q: 3 clusters Score -872821.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -872849.625000 Penalty: 2903.526367
	Iteration 20F: 3 clusters Score -872849.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -872878.562500 Penalty: 2903.526367
	Iteration 21Q: 3 clusters Score -872878.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -872902.000000 Penalty: 2903.526367
	Iteration 22Q: 3 clusters Score -872902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -872914.312500 Penalty: 2903.526367
	Iteration 23Q: 3 clusters Score -872914.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -872925.937500 Penalty: 2903.526367
	Iteration 24Q: 3 clusters Score -872925.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -872936.437500 Penalty: 2903.526367
	Iteration 25Q: 3 clusters Score -872936.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -872949.312500 Penalty: 2903.526367
	Iteration 26Q: 3 clusters Score -872949.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -872958.250000 Penalty: 2903.526367
	Iteration 27Q: 3 clusters Score -872958.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -872966.500000 Penalty: 2903.526367
	Iteration 28Q: 3 clusters Score -872966.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -872976.062500 Penalty: 2903.526367
	Iteration 29Q: 3 clusters Score -872976.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -872986.125000 Penalty: 2903.526367
	Iteration 30Q: 3 clusters Score -872986.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -872994.500000 Penalty: 2903.526367
	Iteration 31Q: 3 clusters Score -872994.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -873002.625000 Penalty: 2903.526367
	Iteration 32Q: 3 clusters Score -873002.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -873014.062500 Penalty: 2903.526367
	Iteration 33Q: 3 clusters Score -873014.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -873021.000000 Penalty: 2903.526367
	Iteration 34Q: 3 clusters Score -873021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -873024.125000 Penalty: 2903.526367
	Iteration 35Q: 3 clusters Score -873024.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -873030.375000 Penalty: 2903.526367
	Iteration 36Q: 3 clusters Score -873030.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -873036.562500 Penalty: 2903.526367
	Iteration 37Q: 3 clusters Score -873036.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -873042.062500 Penalty: 2903.526367
	Iteration 38Q: 3 clusters Score -873042.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -873045.750000 Penalty: 2903.526367
	Iteration 39Q: 3 clusters Score -873045.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -873051.937500 Penalty: 2903.526367
	Iteration 40F: 3 clusters Score -873051.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -873057.000000 Penalty: 2903.526367
	Iteration 41Q: 3 clusters Score -873057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -873062.062500 Penalty: 2903.526367
	Iteration 42Q: 3 clusters Score -873062.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -873066.500000 Penalty: 2903.526367
	Iteration 43Q: 3 clusters Score -873066.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -873067.125000 Penalty: 2903.526367
	Iteration 44Q: 3 clusters Score -873067.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -873069.500000 Penalty: 2903.526367
	Iteration 45Q: 3 clusters Score -873069.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -873072.062500 Penalty: 2903.526367
	Iteration 46Q: 3 clusters Score -873072.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -873074.812500 Penalty: 2903.526367
	Iteration 47Q: 3 clusters Score -873074.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -873075.937500 Penalty: 2903.526367
	Iteration 48Q: 3 clusters Score -873075.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -873077.250000 Penalty: 2903.526367
	Iteration 49Q: 3 clusters Score -873077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -873078.187500 Penalty: 2903.526367
	Iteration 50Q: 3 clusters Score -873078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -873078.125000 Penalty: 2903.526367
	Iteration 51Q: 3 clusters Score -873078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -873079.687500 Penalty: 2903.526367
	Iteration 52Q: 3 clusters Score -873079.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -873081.000000 Penalty: 2903.526367
	Iteration 53Q: 3 clusters Score -873081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -873082.562500 Penalty: 2903.526367
	Iteration 54Q: 3 clusters Score -873082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -873085.750000 Penalty: 2903.526367
	Iteration 55Q: 3 clusters Score -873085.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -873089.312500 Penalty: 2903.526367
	Iteration 56Q: 3 clusters Score -873089.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -873094.812500 Penalty: 2903.526367
	Iteration 57Q: 3 clusters Score -873094.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -873096.062500 Penalty: 2903.526367
	Iteration 58Q: 3 clusters Score -873096.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -873097.312500 Penalty: 2903.526367
	Iteration 59Q: 3 clusters Score -873097.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -873098.812500 Penalty: 2903.526367
	Iteration 60F: 3 clusters Score -873098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -873100.812500 Penalty: 2903.526367
	Iteration 61Q: 3 clusters Score -873100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -873100.625000 Penalty: 2903.526367
	Iteration 62Q: 3 clusters Score -873100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -873100.812500 Penalty: 2903.526367
	Iteration 63Q: 3 clusters Score -873100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -873102.875000 Penalty: 2903.526367
	Iteration 64Q: 3 clusters Score -873102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -873101.375000 Penalty: 2903.526367
	Iteration 65Q: 3 clusters Score -873101.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -873102.437500 Penalty: 2903.526367
	Iteration 66Q: 3 clusters Score -873102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -873104.312500 Penalty: 2903.526367
	Iteration 67Q: 3 clusters Score -873104.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -873105.062500 Penalty: 2903.526367
	Iteration 68Q: 3 clusters Score -873105.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -873105.000000 Penalty: 2903.526367
	Iteration 69Q: 3 clusters Score -873105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -873104.437500 Penalty: 2903.526367
	Iteration 70Q: 3 clusters Score -873104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -873106.062500 Penalty: 2903.526367
	Iteration 71Q: 3 clusters Score -873106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -873105.937500 Penalty: 2903.526367
	Iteration 72Q: 3 clusters Score -873105.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -873108.187500 Penalty: 2903.526367
	Iteration 73Q: 3 clusters Score -873108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -873107.750000 Penalty: 2903.526367
	Iteration 74Q: 3 clusters Score -873107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -873107.187500 Penalty: 2903.526367
	Iteration 75Q: 3 clusters Score -873107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -873108.562500 Penalty: 2903.526367
	Iteration 76Q: 3 clusters Score -873108.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -873108.687500 Penalty: 2903.526367
	Iteration 77Q: 3 clusters Score -873108.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -873110.187500 Penalty: 2903.526367
	Iteration 78Q: 3 clusters Score -873110.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -873113.375000 Penalty: 2903.526367
	Iteration 79Q: 3 clusters Score -873113.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -873111.000000 Penalty: 2903.526367
	Iteration 80F: 3 clusters Score -873111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -873111.000000 Penalty: 2903.526367
	Iteration 81Q: 3 clusters Score -873111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -873113.187500 Penalty: 2903.526367
	Iteration 82Q: 3 clusters Score -873113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -873113.937500 Penalty: 2903.526367
	Iteration 83Q: 3 clusters Score -873113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -873113.437500 Penalty: 2903.526367
	Iteration 84Q: 3 clusters Score -873113.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -873113.437500 Penalty: 2903.526367
	Iteration 85F: 3 clusters Score -873113.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (93312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93312 members 
Entering Unmasked Estep 
Score: -10875662.000000 Penalty: 1859.601807
	Iteration 0F: 2 clusters Score -1.087566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -10814768.000000 Penalty: 3719.203613
	Iteration 0F: 3 clusters Score -1.081477e+07 nChanged 44907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -10840728.000000 Penalty: 3719.203613
	Iteration 1F: 3 clusters Score -1.084073e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -10841203.000000 Penalty: 3719.203613
	Iteration 2Q: 3 clusters Score -1.08412e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -10841651.000000 Penalty: 3719.203613
	Iteration 3Q: 3 clusters Score -1.084165e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -10842130.000000 Penalty: 3719.203613
	Iteration 4Q: 3 clusters Score -1.084213e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -10842817.000000 Penalty: 3719.203613
	Iteration 5Q: 3 clusters Score -1.084282e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -10843289.000000 Penalty: 3719.203613
	Iteration 6Q: 3 clusters Score -1.084329e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -10843972.000000 Penalty: 3719.203613
	Iteration 7Q: 3 clusters Score -1.084397e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -10844573.000000 Penalty: 3719.203613
	Iteration 8Q: 3 clusters Score -1.084457e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -10845316.000000 Penalty: 3719.203613
	Iteration 9Q: 3 clusters Score -1.084532e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -10846271.000000 Penalty: 3719.203613
	Iteration 10Q: 3 clusters Score -1.084627e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -10847719.000000 Penalty: 3719.203613
	Iteration 11Q: 3 clusters Score -1.084772e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -10849569.000000 Penalty: 3719.203613
	Iteration 12Q: 3 clusters Score -1.084957e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -10852231.000000 Penalty: 3719.203613
	Iteration 13F: 3 clusters Score -1.085223e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -10855609.000000 Penalty: 3719.203613
	Iteration 14F: 3 clusters Score -1.085561e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 70665 members 
Entering Unmasked Estep 
Score: -10859628.000000 Penalty: 3719.203613
	Iteration 15F: 3 clusters Score -1.085963e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 74892 members 
Entering Unmasked Estep 
Score: -10863551.000000 Penalty: 3719.203613
	Iteration 16Q: 3 clusters Score -1.086355e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 78231 members 
Entering Unmasked Estep 
Score: -10866870.000000 Penalty: 3719.203613
	Iteration 17Q: 3 clusters Score -1.086687e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 80724 members 
Entering Unmasked Estep 
Score: -10869020.000000 Penalty: 3719.203613
	Iteration 18Q: 3 clusters Score -1.086902e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 82488 members 
Entering Unmasked Estep 
Score: -10870405.000000 Penalty: 3719.203613
	Iteration 19Q: 3 clusters Score -1.08704e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 83848 members 
Entering Unmasked Estep 
Score: -10871320.000000 Penalty: 3719.203613
	Iteration 20F: 3 clusters Score -1.087132e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -10871961.000000 Penalty: 3719.203613
	Iteration 21Q: 3 clusters Score -1.087196e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -10872364.000000 Penalty: 3719.203613
	Iteration 22Q: 3 clusters Score -1.087236e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -10872660.000000 Penalty: 3719.203613
	Iteration 23Q: 3 clusters Score -1.087266e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 86943 members 
Entering Unmasked Estep 
Score: -10872923.000000 Penalty: 3719.203613
	Iteration 24Q: 3 clusters Score -1.087292e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -10873077.000000 Penalty: 3719.203613
	Iteration 25Q: 3 clusters Score -1.087308e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -10873178.000000 Penalty: 3719.203613
	Iteration 26Q: 3 clusters Score -1.087318e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -10873241.000000 Penalty: 3719.203613
	Iteration 27Q: 3 clusters Score -1.087324e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 88569 members 
Entering Unmasked Estep 
Score: -10873322.000000 Penalty: 3719.203613
	Iteration 28Q: 3 clusters Score -1.087332e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 88930 members 
Entering Unmasked Estep 
Score: -10873398.000000 Penalty: 3719.203613
	Iteration 29Q: 3 clusters Score -1.08734e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 89235 members 
Entering Unmasked Estep 
Score: -10873514.000000 Penalty: 3719.203613
	Iteration 30Q: 3 clusters Score -1.087351e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -10873556.000000 Penalty: 3719.203613
	Iteration 31Q: 3 clusters Score -1.087356e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 89815 members 
Entering Unmasked Estep 
Score: -10873641.000000 Penalty: 3719.203613
	Iteration 32Q: 3 clusters Score -1.087364e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
Score: -10873688.000000 Penalty: 3719.203613
	Iteration 33Q: 3 clusters Score -1.087369e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -10873756.000000 Penalty: 3719.203613
	Iteration 34Q: 3 clusters Score -1.087376e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -10873775.000000 Penalty: 3719.203613
	Iteration 35Q: 3 clusters Score -1.087378e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 90685 members 
Entering Unmasked Estep 
Score: -10873791.000000 Penalty: 3719.203613
	Iteration 36Q: 3 clusters Score -1.087379e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 90835 members 
Entering Unmasked Estep 
Score: -10873843.000000 Penalty: 3719.203613
	Iteration 37Q: 3 clusters Score -1.087384e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 90979 members 
Entering Unmasked Estep 
Score: -10873878.000000 Penalty: 3719.203613
	Iteration 38Q: 3 clusters Score -1.087388e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -10873904.000000 Penalty: 3719.203613
	Iteration 39Q: 3 clusters Score -1.08739e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 91247 members 
Entering Unmasked Estep 
Score: -10873922.000000 Penalty: 3719.203613
	Iteration 40F: 3 clusters Score -1.087392e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 91356 members 
Entering Unmasked Estep 
Score: -10873923.000000 Penalty: 3719.203613
	Iteration 41Q: 3 clusters Score -1.087392e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 91466 members 
Entering Unmasked Estep 
Score: -10873967.000000 Penalty: 3719.203613
	Iteration 42Q: 3 clusters Score -1.087397e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 91561 members 
Entering Unmasked Estep 
Score: -10873977.000000 Penalty: 3719.203613
	Iteration 43Q: 3 clusters Score -1.087398e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 91649 members 
Entering Unmasked Estep 
Score: -10874002.000000 Penalty: 3719.203613
	Iteration 44Q: 3 clusters Score -1.0874e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 91727 members 
Entering Unmasked Estep 
Score: -10874006.000000 Penalty: 3719.203613
	Iteration 45Q: 3 clusters Score -1.087401e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 91790 members 
Entering Unmasked Estep 
Score: -10874026.000000 Penalty: 3719.203613
	Iteration 46Q: 3 clusters Score -1.087403e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 91842 members 
Entering Unmasked Estep 
Score: -10874035.000000 Penalty: 3719.203613
	Iteration 47Q: 3 clusters Score -1.087404e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 91899 members 
Entering Unmasked Estep 
Score: -10874076.000000 Penalty: 3719.203613
	Iteration 48Q: 3 clusters Score -1.087408e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -10874072.000000 Penalty: 3719.203613
	Iteration 49Q: 3 clusters Score -1.087407e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 92006 members 
Entering Unmasked Estep 
Score: -10874064.000000 Penalty: 3719.203613
	Iteration 50Q: 3 clusters Score -1.087406e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 92056 members 
Entering Unmasked Estep 
Score: -10874091.000000 Penalty: 3719.203613
	Iteration 51Q: 3 clusters Score -1.087409e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 92094 members 
Entering Unmasked Estep 
Score: -10874090.000000 Penalty: 3719.203613
	Iteration 52Q: 3 clusters Score -1.087409e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -10874100.000000 Penalty: 3719.203613
	Iteration 53Q: 3 clusters Score -1.08741e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 92177 members 
Entering Unmasked Estep 
Score: -10874121.000000 Penalty: 3719.203613
	Iteration 54Q: 3 clusters Score -1.087412e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -10874135.000000 Penalty: 3719.203613
	Iteration 55Q: 3 clusters Score -1.087414e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
Score: -10874151.000000 Penalty: 3719.203613
	Iteration 56Q: 3 clusters Score -1.087415e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -10874182.000000 Penalty: 3719.203613
	Iteration 57Q: 3 clusters Score -1.087418e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 92295 members 
Entering Unmasked Estep 
Score: -10874194.000000 Penalty: 3719.203613
	Iteration 58Q: 3 clusters Score -1.087419e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 92327 members 
Entering Unmasked Estep 
Score: -10874192.000000 Penalty: 3719.203613
	Iteration 59Q: 3 clusters Score -1.087419e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 92364 members 
Entering Unmasked Estep 
Score: -10874203.000000 Penalty: 3719.203613
	Iteration 60F: 3 clusters Score -1.08742e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 92383 members 
Entering Unmasked Estep 
Score: -10874218.000000 Penalty: 3719.203613
	Iteration 61Q: 3 clusters Score -1.087422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -10874224.000000 Penalty: 3719.203613
	Iteration 62Q: 3 clusters Score -1.087422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -10874229.000000 Penalty: 3719.203613
	Iteration 63Q: 3 clusters Score -1.087423e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 92422 members 
Entering Unmasked Estep 
Score: -10874228.000000 Penalty: 3719.203613
	Iteration 64Q: 3 clusters Score -1.087423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 92433 members 
Entering Unmasked Estep 
Score: -10874243.000000 Penalty: 3719.203613
	Iteration 65Q: 3 clusters Score -1.087424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 92444 members 
Entering Unmasked Estep 
Score: -10874247.000000 Penalty: 3719.203613
	Iteration 66Q: 3 clusters Score -1.087425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 92456 members 
Entering Unmasked Estep 
Score: -10874248.000000 Penalty: 3719.203613
	Iteration 67Q: 3 clusters Score -1.087425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 92462 members 
Entering Unmasked Estep 
Score: -10874257.000000 Penalty: 3719.203613
	Iteration 68Q: 3 clusters Score -1.087426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 92466 members 
Entering Unmasked Estep 
Score: -10874246.000000 Penalty: 3719.203613
	Iteration 69Q: 3 clusters Score -1.087425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 92467 members 
Entering Unmasked Estep 
Score: -10874242.000000 Penalty: 3719.203613
	Iteration 70Q: 3 clusters Score -1.087424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 92469 members 
Entering Unmasked Estep 
Score: -10874244.000000 Penalty: 3719.203613
	Iteration 71Q: 3 clusters Score -1.087424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 92473 members 
Entering Unmasked Estep 
Score: -10874248.000000 Penalty: 3719.203613
	Iteration 72Q: 3 clusters Score -1.087425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 92473 members 
Entering Unmasked Estep 
Score: -10874248.000000 Penalty: 3719.203613
	Iteration 73F: 3 clusters Score -1.087425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (146742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146742 members 
Entering Unmasked Estep 
Score: -16639162.000000 Penalty: 1933.170044
	Iteration 0F: 2 clusters Score -1.663916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 73052 members 
Entering Unmasked Estep 
Score: -16542912.000000 Penalty: 3866.340088
	Iteration 0F: 3 clusters Score -1.654291e+07 nChanged 70603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78239 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -16585359.000000 Penalty: 3866.340088
	Iteration 1F: 3 clusters Score -1.658536e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -16587073.000000 Penalty: 3866.340088
	Iteration 2Q: 3 clusters Score -1.658707e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 60755 members 
Entering Unmasked Estep 
Score: -16589939.000000 Penalty: 3866.340088
	Iteration 3Q: 3 clusters Score -1.658994e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92481 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -16594444.000000 Penalty: 3866.340088
	Iteration 4F: 3 clusters Score -1.659444e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -16601395.000000 Penalty: 3866.340088
	Iteration 5F: 3 clusters Score -1.66014e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109925 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -16609854.000000 Penalty: 3866.340088
	Iteration 6F: 3 clusters Score -1.660985e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118594 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -16617558.000000 Penalty: 3866.340088
	Iteration 7F: 3 clusters Score -1.661756e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125836 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -16623648.000000 Penalty: 3866.340088
	Iteration 8F: 3 clusters Score -1.662365e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131439 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -16628082.000000 Penalty: 3866.340088
	Iteration 9Q: 3 clusters Score -1.662808e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135672 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -16631010.000000 Penalty: 3866.340088
	Iteration 10Q: 3 clusters Score -1.663101e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138874 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -16633084.000000 Penalty: 3866.340088
	Iteration 11Q: 3 clusters Score -1.663308e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141208 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -16634531.000000 Penalty: 3866.340088
	Iteration 12Q: 3 clusters Score -1.663453e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142870 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -16635471.000000 Penalty: 3866.340088
	Iteration 13Q: 3 clusters Score -1.663547e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144035 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -16636116.000000 Penalty: 3866.340088
	Iteration 14Q: 3 clusters Score -1.663612e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144783 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -16636601.000000 Penalty: 3866.340088
	Iteration 15Q: 3 clusters Score -1.66366e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145266 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -16636855.000000 Penalty: 3866.340088
	Iteration 16Q: 3 clusters Score -1.663686e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145581 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -16637066.000000 Penalty: 3866.340088
	Iteration 17Q: 3 clusters Score -1.663707e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145802 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -16637242.000000 Penalty: 3866.340088
	Iteration 18Q: 3 clusters Score -1.663724e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145935 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -16637349.000000 Penalty: 3866.340088
	Iteration 19Q: 3 clusters Score -1.663735e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146010 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -16637366.000000 Penalty: 3866.340088
	Iteration 20F: 3 clusters Score -1.663737e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146065 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -16637409.000000 Penalty: 3866.340088
	Iteration 21Q: 3 clusters Score -1.663741e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146115 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -16637410.000000 Penalty: 3866.340088
	Iteration 22Q: 3 clusters Score -1.663741e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146142 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -16637441.000000 Penalty: 3866.340088
	Iteration 23Q: 3 clusters Score -1.663744e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146159 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -16637455.000000 Penalty: 3866.340088
	Iteration 24Q: 3 clusters Score -1.663746e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146172 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -16637472.000000 Penalty: 3866.340088
	Iteration 25Q: 3 clusters Score -1.663747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146178 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -16637469.000000 Penalty: 3866.340088
	Iteration 26Q: 3 clusters Score -1.663747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146184 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -16637465.000000 Penalty: 3866.340088
	Iteration 27Q: 3 clusters Score -1.663746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146186 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -16637463.000000 Penalty: 3866.340088
	Iteration 28Q: 3 clusters Score -1.663746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146188 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -16637455.000000 Penalty: 3866.340088
	Iteration 29Q: 3 clusters Score -1.663746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146190 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -16637456.000000 Penalty: 3866.340088
	Iteration 30Q: 3 clusters Score -1.663746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146192 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -16637458.000000 Penalty: 3866.340088
	Iteration 31Q: 3 clusters Score -1.663746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146194 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -16637459.000000 Penalty: 3866.340088
	Iteration 32Q: 3 clusters Score -1.663746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146199 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -16637460.000000 Penalty: 3866.340088
	Iteration 33Q: 3 clusters Score -1.663746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146202 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -16637462.000000 Penalty: 3866.340088
	Iteration 34Q: 3 clusters Score -1.663746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146206 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -16637471.000000 Penalty: 3866.340088
	Iteration 35Q: 3 clusters Score -1.663747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146206 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -16637474.000000 Penalty: 3866.340088
	Iteration 36Q: 3 clusters Score -1.663747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146209 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -16637470.000000 Penalty: 3866.340088
	Iteration 37Q: 3 clusters Score -1.663747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146214 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -16637479.000000 Penalty: 3866.340088
	Iteration 38Q: 3 clusters Score -1.663748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146220 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -16637470.000000 Penalty: 3866.340088
	Iteration 39Q: 3 clusters Score -1.663747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146222 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -16637479.000000 Penalty: 3866.340088
	Iteration 40F: 3 clusters Score -1.663748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146229 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -16637482.000000 Penalty: 3866.340088
	Iteration 41Q: 3 clusters Score -1.663748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146232 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -16637492.000000 Penalty: 3866.340088
	Iteration 42Q: 3 clusters Score -1.663749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146234 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -16637479.000000 Penalty: 3866.340088
	Iteration 43Q: 3 clusters Score -1.663748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146234 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -16637496.000000 Penalty: 3866.340088
	Iteration 44Q: 3 clusters Score -1.66375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146237 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -16637478.000000 Penalty: 3866.340088
	Iteration 45Q: 3 clusters Score -1.663748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146238 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -16637485.000000 Penalty: 3866.340088
	Iteration 46Q: 3 clusters Score -1.663748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146239 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -16637474.000000 Penalty: 3866.340088
	Iteration 47Q: 3 clusters Score -1.663747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146241 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -16637481.000000 Penalty: 3866.340088
	Iteration 48Q: 3 clusters Score -1.663748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146244 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -16637481.000000 Penalty: 3866.340088
	Iteration 49Q: 3 clusters Score -1.663748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146244 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -16637489.000000 Penalty: 3866.340088
	Iteration 50Q: 3 clusters Score -1.663749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146246 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -16637490.000000 Penalty: 3866.340088
	Iteration 51Q: 3 clusters Score -1.663749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146247 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -16637488.000000 Penalty: 3866.340088
	Iteration 52Q: 3 clusters Score -1.663749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146247 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -16637488.000000 Penalty: 3866.340088
	Iteration 53F: 3 clusters Score -1.663749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Entering Unmasked Estep 
Score: -8645898.000000 Penalty: 1822.853638
	Iteration 0F: 2 clusters Score -8645898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -8596250.000000 Penalty: 3645.707275
	Iteration 0F: 3 clusters Score -8596250 nChanged 35361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -8616281.000000 Penalty: 3645.707275
	Iteration 1F: 3 clusters Score -8616281 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -8616760.000000 Penalty: 3645.707275
	Iteration 2Q: 3 clusters Score -8616760 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -8617293.000000 Penalty: 3645.707275
	Iteration 3Q: 3 clusters Score -8617293 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -8617753.000000 Penalty: 3645.707275
	Iteration 4Q: 3 clusters Score -8617753 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -8618343.000000 Penalty: 3645.707275
	Iteration 5Q: 3 clusters Score -8618343 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -8619073.000000 Penalty: 3645.707275
	Iteration 6Q: 3 clusters Score -8619073 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -8620250.000000 Penalty: 3645.707275
	Iteration 7Q: 3 clusters Score -8620250 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -8622202.000000 Penalty: 3645.707275
	Iteration 8Q: 3 clusters Score -8622202 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -8625096.000000 Penalty: 3645.707275
	Iteration 9F: 3 clusters Score -8625096 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -8628646.000000 Penalty: 3645.707275
	Iteration 10F: 3 clusters Score -8628646 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -8632105.000000 Penalty: 3645.707275
	Iteration 11F: 3 clusters Score -8632105 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -8634548.000000 Penalty: 3645.707275
	Iteration 12F: 3 clusters Score -8634548 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -8636105.000000 Penalty: 3645.707275
	Iteration 13Q: 3 clusters Score -8636105 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -8637031.000000 Penalty: 3645.707275
	Iteration 14Q: 3 clusters Score -8637031 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -8637814.000000 Penalty: 3645.707275
	Iteration 15Q: 3 clusters Score -8637814 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -8638580.000000 Penalty: 3645.707275
	Iteration 16Q: 3 clusters Score -8638580 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -8639385.000000 Penalty: 3645.707275
	Iteration 17Q: 3 clusters Score -8639385 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -8640253.000000 Penalty: 3645.707275
	Iteration 18Q: 3 clusters Score -8640253 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -8641101.000000 Penalty: 3645.707275
	Iteration 19Q: 3 clusters Score -8641101 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -8642062.000000 Penalty: 3645.707275
	Iteration 20F: 3 clusters Score -8642062 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -8642788.000000 Penalty: 3645.707275
	Iteration 21Q: 3 clusters Score -8642788 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -8643276.000000 Penalty: 3645.707275
	Iteration 22Q: 3 clusters Score -8643276 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -8643504.000000 Penalty: 3645.707275
	Iteration 23Q: 3 clusters Score -8643504 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -8643647.000000 Penalty: 3645.707275
	Iteration 24Q: 3 clusters Score -8643647 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -8643713.000000 Penalty: 3645.707275
	Iteration 25Q: 3 clusters Score -8643713 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -8643798.000000 Penalty: 3645.707275
	Iteration 26Q: 3 clusters Score -8643798 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -8643851.000000 Penalty: 3645.707275
	Iteration 27Q: 3 clusters Score -8643851 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -8643854.000000 Penalty: 3645.707275
	Iteration 28Q: 3 clusters Score -8643854 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -8643876.000000 Penalty: 3645.707275
	Iteration 29Q: 3 clusters Score -8643876 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -8643916.000000 Penalty: 3645.707275
	Iteration 30Q: 3 clusters Score -8643916 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -8643910.000000 Penalty: 3645.707275
	Iteration 31Q: 3 clusters Score -8643910 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -8643935.000000 Penalty: 3645.707275
	Iteration 32Q: 3 clusters Score -8643935 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -8643945.000000 Penalty: 3645.707275
	Iteration 33Q: 3 clusters Score -8643945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -8643951.000000 Penalty: 3645.707275
	Iteration 34Q: 3 clusters Score -8643951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -8643943.000000 Penalty: 3645.707275
	Iteration 35Q: 3 clusters Score -8643943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -8643954.000000 Penalty: 3645.707275
	Iteration 36Q: 3 clusters Score -8643954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -8643948.000000 Penalty: 3645.707275
	Iteration 37Q: 3 clusters Score -8643948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -8643935.000000 Penalty: 3645.707275
	Iteration 38Q: 3 clusters Score -8643935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -8643942.000000 Penalty: 3645.707275
	Iteration 39Q: 3 clusters Score -8643942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -8643937.000000 Penalty: 3645.707275
	Iteration 40F: 3 clusters Score -8643937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -8643947.000000 Penalty: 3645.707275
	Iteration 41Q: 3 clusters Score -8643947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -8643936.000000 Penalty: 3645.707275
	Iteration 42Q: 3 clusters Score -8643936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -8643930.000000 Penalty: 3645.707275
	Iteration 43Q: 3 clusters Score -8643930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8643931.000000 Penalty: 3645.707275
	Iteration 44Q: 3 clusters Score -8643931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8643932.000000 Penalty: 3645.707275
	Iteration 45Q: 3 clusters Score -8643932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -8643932.000000 Penalty: 3645.707275
	Iteration 46Q: 3 clusters Score -8643932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -8643939.000000 Penalty: 3645.707275
	Iteration 47Q: 3 clusters Score -8643939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -8643947.000000 Penalty: 3645.707275
	Iteration 48Q: 3 clusters Score -8643947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -8643942.000000 Penalty: 3645.707275
	Iteration 49Q: 3 clusters Score -8643942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -8643943.000000 Penalty: 3645.707275
	Iteration 50Q: 3 clusters Score -8643943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -8643943.000000 Penalty: 3645.707275
	Iteration 51Q: 3 clusters Score -8643943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -8643946.000000 Penalty: 3645.707275
	Iteration 52Q: 3 clusters Score -8643946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8643940.000000 Penalty: 3645.707275
	Iteration 53Q: 3 clusters Score -8643940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -8643936.000000 Penalty: 3645.707275
	Iteration 54Q: 3 clusters Score -8643936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -8643940.000000 Penalty: 3645.707275
	Iteration 55Q: 3 clusters Score -8643940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -8643937.000000 Penalty: 3645.707275
	Iteration 56Q: 3 clusters Score -8643937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -8643942.000000 Penalty: 3645.707275
	Iteration 57Q: 3 clusters Score -8643942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -8643940.000000 Penalty: 3645.707275
	Iteration 58Q: 3 clusters Score -8643940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -8643940.000000 Penalty: 3645.707275
	Iteration 59F: 3 clusters Score -8643940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Entering Unmasked Estep 
Score: -1268818.375000 Penalty: 1511.487305
	Iteration 0F: 2 clusters Score -1268818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1260964.750000 Penalty: 3022.974609
	Iteration 0F: 3 clusters Score -1260965 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1263433.250000 Penalty: 3022.974609
	Iteration 1F: 3 clusters Score -1263433 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1263687.750000 Penalty: 3022.974609
	Iteration 2F: 3 clusters Score -1263688 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1263890.000000 Penalty: 3022.974609
	Iteration 3Q: 3 clusters Score -1263890 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1264088.000000 Penalty: 3022.974609
	Iteration 4Q: 3 clusters Score -1264088 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1264259.875000 Penalty: 3022.974609
	Iteration 5Q: 3 clusters Score -1264260 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1264407.750000 Penalty: 3022.974609
	Iteration 6Q: 3 clusters Score -1264408 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1264601.375000 Penalty: 3022.974609
	Iteration 7Q: 3 clusters Score -1264601 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1264817.375000 Penalty: 3022.974609
	Iteration 8Q: 3 clusters Score -1264817 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1265014.875000 Penalty: 3022.974609
	Iteration 9Q: 3 clusters Score -1265015 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1265229.875000 Penalty: 3022.974609
	Iteration 10Q: 3 clusters Score -1265230 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1265455.750000 Penalty: 3022.974609
	Iteration 11Q: 3 clusters Score -1265456 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1265683.125000 Penalty: 3022.974609
	Iteration 12Q: 3 clusters Score -1265683 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1265916.250000 Penalty: 3022.974609
	Iteration 13Q: 3 clusters Score -1265916 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1266089.875000 Penalty: 3022.974609
	Iteration 14Q: 3 clusters Score -1266090 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1266215.875000 Penalty: 3022.974609
	Iteration 15Q: 3 clusters Score -1266216 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1266307.000000 Penalty: 3022.974609
	Iteration 16Q: 3 clusters Score -1266307 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1266384.125000 Penalty: 3022.974609
	Iteration 17Q: 3 clusters Score -1266384 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1266431.125000 Penalty: 3022.974609
	Iteration 18Q: 3 clusters Score -1266431 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1266476.750000 Penalty: 3022.974609
	Iteration 19Q: 3 clusters Score -1266477 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1266504.625000 Penalty: 3022.974609
	Iteration 20F: 3 clusters Score -1266505 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1266538.875000 Penalty: 3022.974609
	Iteration 21Q: 3 clusters Score -1266539 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1266571.500000 Penalty: 3022.974609
	Iteration 22Q: 3 clusters Score -1266572 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1266615.875000 Penalty: 3022.974609
	Iteration 23Q: 3 clusters Score -1266616 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1266674.250000 Penalty: 3022.974609
	Iteration 24Q: 3 clusters Score -1266674 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1266727.500000 Penalty: 3022.974609
	Iteration 25Q: 3 clusters Score -1266728 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1266767.250000 Penalty: 3022.974609
	Iteration 26Q: 3 clusters Score -1266767 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1266810.500000 Penalty: 3022.974609
	Iteration 27Q: 3 clusters Score -1266810 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1266851.125000 Penalty: 3022.974609
	Iteration 28Q: 3 clusters Score -1266851 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1266890.000000 Penalty: 3022.974609
	Iteration 29Q: 3 clusters Score -1266890 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1266936.000000 Penalty: 3022.974609
	Iteration 30Q: 3 clusters Score -1266936 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1266989.750000 Penalty: 3022.974609
	Iteration 31Q: 3 clusters Score -1266990 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1267044.500000 Penalty: 3022.974609
	Iteration 32Q: 3 clusters Score -1267044 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1267093.625000 Penalty: 3022.974609
	Iteration 33Q: 3 clusters Score -1267094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1267131.375000 Penalty: 3022.974609
	Iteration 34Q: 3 clusters Score -1267131 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1267158.500000 Penalty: 3022.974609
	Iteration 35Q: 3 clusters Score -1267158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1267189.375000 Penalty: 3022.974609
	Iteration 36Q: 3 clusters Score -1267189 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1267215.625000 Penalty: 3022.974609
	Iteration 37Q: 3 clusters Score -1267216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1267243.250000 Penalty: 3022.974609
	Iteration 38Q: 3 clusters Score -1267243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1267263.500000 Penalty: 3022.974609
	Iteration 39Q: 3 clusters Score -1267264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1267289.375000 Penalty: 3022.974609
	Iteration 40F: 3 clusters Score -1267289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1267317.000000 Penalty: 3022.974609
	Iteration 41Q: 3 clusters Score -1267317 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1267343.625000 Penalty: 3022.974609
	Iteration 42Q: 3 clusters Score -1267344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1267358.750000 Penalty: 3022.974609
	Iteration 43Q: 3 clusters Score -1267359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1267368.500000 Penalty: 3022.974609
	Iteration 44Q: 3 clusters Score -1267368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1267387.000000 Penalty: 3022.974609
	Iteration 45Q: 3 clusters Score -1267387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1267392.125000 Penalty: 3022.974609
	Iteration 46Q: 3 clusters Score -1267392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1267404.750000 Penalty: 3022.974609
	Iteration 47Q: 3 clusters Score -1267405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1267412.250000 Penalty: 3022.974609
	Iteration 48Q: 3 clusters Score -1267412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1267417.000000 Penalty: 3022.974609
	Iteration 49Q: 3 clusters Score -1267417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1267423.875000 Penalty: 3022.974609
	Iteration 50Q: 3 clusters Score -1267424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1267433.250000 Penalty: 3022.974609
	Iteration 51Q: 3 clusters Score -1267433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1267444.375000 Penalty: 3022.974609
	Iteration 52Q: 3 clusters Score -1267444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1267453.125000 Penalty: 3022.974609
	Iteration 53Q: 3 clusters Score -1267453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1267459.750000 Penalty: 3022.974609
	Iteration 54Q: 3 clusters Score -1267460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1267464.875000 Penalty: 3022.974609
	Iteration 55Q: 3 clusters Score -1267465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1267470.125000 Penalty: 3022.974609
	Iteration 56Q: 3 clusters Score -1267470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1267473.500000 Penalty: 3022.974609
	Iteration 57Q: 3 clusters Score -1267474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1267475.875000 Penalty: 3022.974609
	Iteration 58Q: 3 clusters Score -1267476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1267478.500000 Penalty: 3022.974609
	Iteration 59Q: 3 clusters Score -1267478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1267482.000000 Penalty: 3022.974609
	Iteration 60F: 3 clusters Score -1267482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1267483.125000 Penalty: 3022.974609
	Iteration 61Q: 3 clusters Score -1267483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1267484.375000 Penalty: 3022.974609
	Iteration 62Q: 3 clusters Score -1267484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1267484.500000 Penalty: 3022.974609
	Iteration 63Q: 3 clusters Score -1267484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1267484.500000 Penalty: 3022.974609
	Iteration 64F: 3 clusters Score -1267484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Entering Unmasked Estep 
Score: -5322037.000000 Penalty: 1746.043457
	Iteration 0F: 2 clusters Score -5322037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -5290768.500000 Penalty: 3492.086914
	Iteration 0F: 3 clusters Score -5290768 nChanged 21687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -5302995.500000 Penalty: 3492.086914
	Iteration 1F: 3 clusters Score -5302996 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -5303466.000000 Penalty: 3492.086914
	Iteration 2Q: 3 clusters Score -5303466 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -5304027.500000 Penalty: 3492.086914
	Iteration 3Q: 3 clusters Score -5304028 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -5304838.000000 Penalty: 3492.086914
	Iteration 4Q: 3 clusters Score -5304838 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -5306069.000000 Penalty: 3492.086914
	Iteration 5F: 3 clusters Score -5306069 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -5308083.500000 Penalty: 3492.086914
	Iteration 6F: 3 clusters Score -5308084 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -5311115.500000 Penalty: 3492.086914
	Iteration 7F: 3 clusters Score -5311116 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -5314670.000000 Penalty: 3492.086914
	Iteration 8F: 3 clusters Score -5314670 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5317682.500000 Penalty: 3492.086914
	Iteration 9F: 3 clusters Score -5317682 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5319440.000000 Penalty: 3492.086914
	Iteration 10Q: 3 clusters Score -5319440 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5320106.500000 Penalty: 3492.086914
	Iteration 11Q: 3 clusters Score -5320106 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5320327.000000 Penalty: 3492.086914
	Iteration 12Q: 3 clusters Score -5320327 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5320419.000000 Penalty: 3492.086914
	Iteration 13Q: 3 clusters Score -5320419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5320460.000000 Penalty: 3492.086914
	Iteration 14Q: 3 clusters Score -5320460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5320500.500000 Penalty: 3492.086914
	Iteration 15Q: 3 clusters Score -5320500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5320515.500000 Penalty: 3492.086914
	Iteration 16Q: 3 clusters Score -5320516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5320526.500000 Penalty: 3492.086914
	Iteration 17Q: 3 clusters Score -5320526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5320550.500000 Penalty: 3492.086914
	Iteration 18Q: 3 clusters Score -5320550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5320560.000000 Penalty: 3492.086914
	Iteration 19Q: 3 clusters Score -5320560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5320573.000000 Penalty: 3492.086914
	Iteration 20F: 3 clusters Score -5320573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5320576.000000 Penalty: 3492.086914
	Iteration 21Q: 3 clusters Score -5320576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5320579.500000 Penalty: 3492.086914
	Iteration 22Q: 3 clusters Score -5320580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5320580.000000 Penalty: 3492.086914
	Iteration 23Q: 3 clusters Score -5320580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5320580.000000 Penalty: 3492.086914
	Iteration 24F: 3 clusters Score -5320580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -97713.648438 Penalty: 1116.383667
	Iteration 0F: 2 clusters Score -97713.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -96384.429688 Penalty: 2232.767334
	Iteration 0F: 3 clusters Score -96384.43 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -96683.976562 Penalty: 2232.767334
	Iteration 1F: 3 clusters Score -96683.98 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96811.007812 Penalty: 2232.767334
	Iteration 2F: 3 clusters Score -96811.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -96880.250000 Penalty: 2232.767334
	Iteration 3F: 3 clusters Score -96880.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -96924.445312 Penalty: 2232.767334
	Iteration 4Q: 3 clusters Score -96924.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96957.796875 Penalty: 2232.767334
	Iteration 5Q: 3 clusters Score -96957.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -96997.843750 Penalty: 2232.767334
	Iteration 6Q: 3 clusters Score -96997.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97024.742188 Penalty: 2232.767334
	Iteration 7Q: 3 clusters Score -97024.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97053.718750 Penalty: 2232.767334
	Iteration 8Q: 3 clusters Score -97053.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -97076.585938 Penalty: 2232.767334
	Iteration 9Q: 3 clusters Score -97076.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -97086.101562 Penalty: 2232.767334
	Iteration 10Q: 3 clusters Score -97086.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -97088.867188 Penalty: 2232.767334
	Iteration 11Q: 3 clusters Score -97088.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -97092.015625 Penalty: 2232.767334
	Iteration 12Q: 3 clusters Score -97092.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -97093.359375 Penalty: 2232.767334
	Iteration 13Q: 3 clusters Score -97093.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -97094.437500 Penalty: 2232.767334
	Iteration 14Q: 3 clusters Score -97094.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97096.531250 Penalty: 2232.767334
	Iteration 15Q: 3 clusters Score -97096.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -97099.585938 Penalty: 2232.767334
	Iteration 16Q: 3 clusters Score -97099.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -97105.320312 Penalty: 2232.767334
	Iteration 17Q: 3 clusters Score -97105.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -97119.140625 Penalty: 2232.767334
	Iteration 18Q: 3 clusters Score -97119.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -97125.968750 Penalty: 2232.767334
	Iteration 19Q: 3 clusters Score -97125.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -97128.593750 Penalty: 2232.767334
	Iteration 20F: 3 clusters Score -97128.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -97131.585938 Penalty: 2232.767334
	Iteration 21Q: 3 clusters Score -97131.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -97136.210938 Penalty: 2232.767334
	Iteration 22Q: 3 clusters Score -97136.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -97141.867188 Penalty: 2232.767334
	Iteration 23Q: 3 clusters Score -97141.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -97147.476562 Penalty: 2232.767334
	Iteration 24Q: 3 clusters Score -97147.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97150.710938 Penalty: 2232.767334
	Iteration 25Q: 3 clusters Score -97150.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97161.062500 Penalty: 2232.767334
	Iteration 26Q: 3 clusters Score -97161.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -97189.726562 Penalty: 2232.767334
	Iteration 27Q: 3 clusters Score -97189.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -97205.765625 Penalty: 2232.767334
	Iteration 28Q: 3 clusters Score -97205.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -97213.375000 Penalty: 2232.767334
	Iteration 29Q: 3 clusters Score -97213.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -97219.539062 Penalty: 2232.767334
	Iteration 30Q: 3 clusters Score -97219.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -97227.171875 Penalty: 2232.767334
	Iteration 31Q: 3 clusters Score -97227.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -97232.140625 Penalty: 2232.767334
	Iteration 32Q: 3 clusters Score -97232.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -97233.156250 Penalty: 2232.767334
	Iteration 33Q: 3 clusters Score -97233.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -97233.570312 Penalty: 2232.767334
	Iteration 34Q: 3 clusters Score -97233.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -97234.820312 Penalty: 2232.767334
	Iteration 35Q: 3 clusters Score -97234.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -97235.484375 Penalty: 2232.767334
	Iteration 36Q: 3 clusters Score -97235.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -97237.078125 Penalty: 2232.767334
	Iteration 37Q: 3 clusters Score -97237.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -97238.929688 Penalty: 2232.767334
	Iteration 38Q: 3 clusters Score -97238.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -97238.929688 Penalty: 2232.767334
	Iteration 39F: 3 clusters Score -97238.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Entering Unmasked Estep 
Score: -4224667.000000 Penalty: 1714.381714
	Iteration 0F: 2 clusters Score -4224667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4198997.000000 Penalty: 3428.763428
	Iteration 0F: 3 clusters Score -4198997 nChanged 17921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -4208902.000000 Penalty: 3428.763428
	Iteration 1F: 3 clusters Score -4208902 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -4209476.500000 Penalty: 3428.763428
	Iteration 2Q: 3 clusters Score -4209476 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -4210343.500000 Penalty: 3428.763428
	Iteration 3Q: 3 clusters Score -4210344 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -4211835.000000 Penalty: 3428.763428
	Iteration 4F: 3 clusters Score -4211835 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -4214315.500000 Penalty: 3428.763428
	Iteration 5F: 3 clusters Score -4214316 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -4217548.000000 Penalty: 3428.763428
	Iteration 6F: 3 clusters Score -4217548 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4220541.000000 Penalty: 3428.763428
	Iteration 7F: 3 clusters Score -4220541 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4222322.500000 Penalty: 3428.763428
	Iteration 8Q: 3 clusters Score -4222322 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4223011.500000 Penalty: 3428.763428
	Iteration 9Q: 3 clusters Score -4223012 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4223215.500000 Penalty: 3428.763428
	Iteration 10Q: 3 clusters Score -4223216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4223281.500000 Penalty: 3428.763428
	Iteration 11Q: 3 clusters Score -4223282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4223310.000000 Penalty: 3428.763428
	Iteration 12Q: 3 clusters Score -4223310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4223321.500000 Penalty: 3428.763428
	Iteration 13Q: 3 clusters Score -4223322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4223325.000000 Penalty: 3428.763428
	Iteration 14Q: 3 clusters Score -4223325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4223332.000000 Penalty: 3428.763428
	Iteration 15Q: 3 clusters Score -4223332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4223333.500000 Penalty: 3428.763428
	Iteration 16Q: 3 clusters Score -4223334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4223334.000000 Penalty: 3428.763428
	Iteration 17Q: 3 clusters Score -4223334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4223334.000000 Penalty: 3428.763428
	Iteration 18F: 3 clusters Score -4223334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Entering Unmasked Estep 
Score: -2128525.750000 Penalty: 1596.181763
	Iteration 0F: 2 clusters Score -2128526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2115842.750000 Penalty: 3192.363525
	Iteration 0F: 3 clusters Score -2115843 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2120270.250000 Penalty: 3192.363525
	Iteration 1F: 3 clusters Score -2120270 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2120581.500000 Penalty: 3192.363525
	Iteration 2Q: 3 clusters Score -2120582 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2120864.250000 Penalty: 3192.363525
	Iteration 3Q: 3 clusters Score -2120864 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2121144.500000 Penalty: 3192.363525
	Iteration 4Q: 3 clusters Score -2121144 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2121463.250000 Penalty: 3192.363525
	Iteration 5Q: 3 clusters Score -2121463 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2121889.000000 Penalty: 3192.363525
	Iteration 6Q: 3 clusters Score -2121889 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2122433.750000 Penalty: 3192.363525
	Iteration 7Q: 3 clusters Score -2122434 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2123094.500000 Penalty: 3192.363525
	Iteration 8F: 3 clusters Score -2123094 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2123837.000000 Penalty: 3192.363525
	Iteration 9F: 3 clusters Score -2123837 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2124574.750000 Penalty: 3192.363525
	Iteration 10F: 3 clusters Score -2124575 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2125267.500000 Penalty: 3192.363525
	Iteration 11Q: 3 clusters Score -2125268 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2125842.250000 Penalty: 3192.363525
	Iteration 12Q: 3 clusters Score -2125842 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2126270.250000 Penalty: 3192.363525
	Iteration 13Q: 3 clusters Score -2126270 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2126587.750000 Penalty: 3192.363525
	Iteration 14Q: 3 clusters Score -2126588 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2126782.750000 Penalty: 3192.363525
	Iteration 15Q: 3 clusters Score -2126783 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2126895.750000 Penalty: 3192.363525
	Iteration 16Q: 3 clusters Score -2126896 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2126976.750000 Penalty: 3192.363525
	Iteration 17Q: 3 clusters Score -2126977 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2127036.250000 Penalty: 3192.363525
	Iteration 18Q: 3 clusters Score -2127036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2127074.750000 Penalty: 3192.363525
	Iteration 19Q: 3 clusters Score -2127075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2127107.250000 Penalty: 3192.363525
	Iteration 20F: 3 clusters Score -2127107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2127138.250000 Penalty: 3192.363525
	Iteration 21Q: 3 clusters Score -2127138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2127151.250000 Penalty: 3192.363525
	Iteration 22Q: 3 clusters Score -2127151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2127159.000000 Penalty: 3192.363525
	Iteration 23Q: 3 clusters Score -2127159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2127173.500000 Penalty: 3192.363525
	Iteration 24Q: 3 clusters Score -2127174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2127178.500000 Penalty: 3192.363525
	Iteration 25Q: 3 clusters Score -2127178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2127180.000000 Penalty: 3192.363525
	Iteration 26Q: 3 clusters Score -2127180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2127180.750000 Penalty: 3192.363525
	Iteration 27Q: 3 clusters Score -2127181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2127183.250000 Penalty: 3192.363525
	Iteration 28Q: 3 clusters Score -2127183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2127186.250000 Penalty: 3192.363525
	Iteration 29Q: 3 clusters Score -2127186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2127188.250000 Penalty: 3192.363525
	Iteration 30Q: 3 clusters Score -2127188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2127188.250000 Penalty: 3192.363525
	Iteration 31F: 3 clusters Score -2127188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -421320.125000 Penalty: 1336.121338
	Iteration 0F: 2 clusters Score -421320.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -418202.406250 Penalty: 2672.242676
	Iteration 0F: 3 clusters Score -418202.4 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -418972.406250 Penalty: 2672.242676
	Iteration 1F: 3 clusters Score -418972.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -419164.625000 Penalty: 2672.242676
	Iteration 2F: 3 clusters Score -419164.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -419299.312500 Penalty: 2672.242676
	Iteration 3F: 3 clusters Score -419299.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -419395.531250 Penalty: 2672.242676
	Iteration 4Q: 3 clusters Score -419395.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -419473.125000 Penalty: 2672.242676
	Iteration 5Q: 3 clusters Score -419473.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -419539.000000 Penalty: 2672.242676
	Iteration 6Q: 3 clusters Score -419539 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -419591.000000 Penalty: 2672.242676
	Iteration 7Q: 3 clusters Score -419591 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -419630.875000 Penalty: 2672.242676
	Iteration 8Q: 3 clusters Score -419630.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -419671.937500 Penalty: 2672.242676
	Iteration 9Q: 3 clusters Score -419671.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -419721.375000 Penalty: 2672.242676
	Iteration 10Q: 3 clusters Score -419721.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -419755.156250 Penalty: 2672.242676
	Iteration 11Q: 3 clusters Score -419755.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -419780.562500 Penalty: 2672.242676
	Iteration 12Q: 3 clusters Score -419780.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -419815.312500 Penalty: 2672.242676
	Iteration 13Q: 3 clusters Score -419815.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -419844.718750 Penalty: 2672.242676
	Iteration 14Q: 3 clusters Score -419844.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -419868.218750 Penalty: 2672.242676
	Iteration 15Q: 3 clusters Score -419868.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -419892.937500 Penalty: 2672.242676
	Iteration 16Q: 3 clusters Score -419892.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -419926.718750 Penalty: 2672.242676
	Iteration 17Q: 3 clusters Score -419926.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -419959.531250 Penalty: 2672.242676
	Iteration 18Q: 3 clusters Score -419959.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -419990.625000 Penalty: 2672.242676
	Iteration 19Q: 3 clusters Score -419990.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -420017.500000 Penalty: 2672.242676
	Iteration 20F: 3 clusters Score -420017.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -420040.593750 Penalty: 2672.242676
	Iteration 21Q: 3 clusters Score -420040.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -420063.906250 Penalty: 2672.242676
	Iteration 22Q: 3 clusters Score -420063.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -420091.687500 Penalty: 2672.242676
	Iteration 23Q: 3 clusters Score -420091.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -420115.781250 Penalty: 2672.242676
	Iteration 24Q: 3 clusters Score -420115.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -420147.656250 Penalty: 2672.242676
	Iteration 25Q: 3 clusters Score -420147.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -420193.093750 Penalty: 2672.242676
	Iteration 26Q: 3 clusters Score -420193.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -420242.000000 Penalty: 2672.242676
	Iteration 27Q: 3 clusters Score -420242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -420293.093750 Penalty: 2672.242676
	Iteration 28Q: 3 clusters Score -420293.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -420334.093750 Penalty: 2672.242676
	Iteration 29Q: 3 clusters Score -420334.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -420370.781250 Penalty: 2672.242676
	Iteration 30Q: 3 clusters Score -420370.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -420396.750000 Penalty: 2672.242676
	Iteration 31Q: 3 clusters Score -420396.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -420417.000000 Penalty: 2672.242676
	Iteration 32Q: 3 clusters Score -420417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -420428.375000 Penalty: 2672.242676
	Iteration 33Q: 3 clusters Score -420428.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -420439.218750 Penalty: 2672.242676
	Iteration 34Q: 3 clusters Score -420439.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -420448.187500 Penalty: 2672.242676
	Iteration 35Q: 3 clusters Score -420448.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -420452.718750 Penalty: 2672.242676
	Iteration 36Q: 3 clusters Score -420452.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -420456.187500 Penalty: 2672.242676
	Iteration 37Q: 3 clusters Score -420456.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -420459.718750 Penalty: 2672.242676
	Iteration 38Q: 3 clusters Score -420459.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -420463.187500 Penalty: 2672.242676
	Iteration 39Q: 3 clusters Score -420463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -420467.718750 Penalty: 2672.242676
	Iteration 40F: 3 clusters Score -420467.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -420476.937500 Penalty: 2672.242676
	Iteration 41Q: 3 clusters Score -420476.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -420487.562500 Penalty: 2672.242676
	Iteration 42Q: 3 clusters Score -420487.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -420493.843750 Penalty: 2672.242676
	Iteration 43Q: 3 clusters Score -420493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -420506.406250 Penalty: 2672.242676
	Iteration 44Q: 3 clusters Score -420506.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -420519.687500 Penalty: 2672.242676
	Iteration 45Q: 3 clusters Score -420519.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -420532.125000 Penalty: 2672.242676
	Iteration 46Q: 3 clusters Score -420532.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -420542.875000 Penalty: 2672.242676
	Iteration 47Q: 3 clusters Score -420542.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -420547.781250 Penalty: 2672.242676
	Iteration 48Q: 3 clusters Score -420547.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -420550.312500 Penalty: 2672.242676
	Iteration 49Q: 3 clusters Score -420550.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -420550.312500 Penalty: 2672.242676
	Iteration 50F: 3 clusters Score -420550.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (94399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94399 members 
Entering Unmasked Estep 
Score: -10890802.000000 Penalty: 1861.484009
	Iteration 0F: 2 clusters Score -1.08908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -10829065.000000 Penalty: 3722.968018
	Iteration 0F: 3 clusters Score -1.082906e+07 nChanged 44893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -10855171.000000 Penalty: 3722.968018
	Iteration 1F: 3 clusters Score -1.085517e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -10856152.000000 Penalty: 3722.968018
	Iteration 2Q: 3 clusters Score -1.085615e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -10857880.000000 Penalty: 3722.968018
	Iteration 3Q: 3 clusters Score -1.085788e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -10860821.000000 Penalty: 3722.968018
	Iteration 4F: 3 clusters Score -1.086082e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68499 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -10865969.000000 Penalty: 3722.968018
	Iteration 5F: 3 clusters Score -1.086597e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76939 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -10873292.000000 Penalty: 3722.968018
	Iteration 6F: 3 clusters Score -1.087329e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -10880824.000000 Penalty: 3722.968018
	Iteration 7F: 3 clusters Score -1.088082e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90593 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -10885828.000000 Penalty: 3722.968018
	Iteration 8F: 3 clusters Score -1.088583e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93094 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -10887988.000000 Penalty: 3722.968018
	Iteration 9Q: 3 clusters Score -1.088799e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -10888702.000000 Penalty: 3722.968018
	Iteration 10Q: 3 clusters Score -1.08887e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10888933.000000 Penalty: 3722.968018
	Iteration 11Q: 3 clusters Score -1.088893e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94223 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10889038.000000 Penalty: 3722.968018
	Iteration 12Q: 3 clusters Score -1.088904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10889090.000000 Penalty: 3722.968018
	Iteration 13Q: 3 clusters Score -1.088909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94245 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10889096.000000 Penalty: 3722.968018
	Iteration 14Q: 3 clusters Score -1.08891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10889115.000000 Penalty: 3722.968018
	Iteration 15Q: 3 clusters Score -1.088912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94256 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10889132.000000 Penalty: 3722.968018
	Iteration 16Q: 3 clusters Score -1.088913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10889133.000000 Penalty: 3722.968018
	Iteration 17Q: 3 clusters Score -1.088913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94260 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10889135.000000 Penalty: 3722.968018
	Iteration 18Q: 3 clusters Score -1.088914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94263 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10889145.000000 Penalty: 3722.968018
	Iteration 19Q: 3 clusters Score -1.088914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10889154.000000 Penalty: 3722.968018
	Iteration 20F: 3 clusters Score -1.088915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94266 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10889151.000000 Penalty: 3722.968018
	Iteration 21Q: 3 clusters Score -1.088915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94265 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10889152.000000 Penalty: 3722.968018
	Iteration 22Q: 3 clusters Score -1.088915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94265 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10889152.000000 Penalty: 3722.968018
	Iteration 23F: 3 clusters Score -1.088915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Entering Unmasked Estep 
Score: -1201547.500000 Penalty: 1505.242065
	Iteration 0F: 2 clusters Score -1201548 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 5192 members 
Entering Unmasked Estep 
Score: -1193980.500000 Penalty: 3010.484131
	Iteration 0F: 3 clusters Score -1193980 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1196358.125000 Penalty: 3010.484131
	Iteration 1F: 3 clusters Score -1196358 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1196649.875000 Penalty: 3010.484131
	Iteration 2F: 3 clusters Score -1196650 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1196942.750000 Penalty: 3010.484131
	Iteration 3F: 3 clusters Score -1196943 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1197291.875000 Penalty: 3010.484131
	Iteration 4F: 3 clusters Score -1197292 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1197669.000000 Penalty: 3010.484131
	Iteration 5F: 3 clusters Score -1197669 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1198135.250000 Penalty: 3010.484131
	Iteration 6F: 3 clusters Score -1198135 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1198685.875000 Penalty: 3010.484131
	Iteration 7F: 3 clusters Score -1198686 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1199206.250000 Penalty: 3010.484131
	Iteration 8F: 3 clusters Score -1199206 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1199613.125000 Penalty: 3010.484131
	Iteration 9Q: 3 clusters Score -1199613 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1199873.250000 Penalty: 3010.484131
	Iteration 10Q: 3 clusters Score -1199873 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1200037.250000 Penalty: 3010.484131
	Iteration 11Q: 3 clusters Score -1200037 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1200126.000000 Penalty: 3010.484131
	Iteration 12Q: 3 clusters Score -1200126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1200163.500000 Penalty: 3010.484131
	Iteration 13Q: 3 clusters Score -1200164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1200199.000000 Penalty: 3010.484131
	Iteration 14Q: 3 clusters Score -1200199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1200219.250000 Penalty: 3010.484131
	Iteration 15Q: 3 clusters Score -1200219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1200237.125000 Penalty: 3010.484131
	Iteration 16Q: 3 clusters Score -1200237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1200247.125000 Penalty: 3010.484131
	Iteration 17Q: 3 clusters Score -1200247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1200257.625000 Penalty: 3010.484131
	Iteration 18Q: 3 clusters Score -1200258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1200271.000000 Penalty: 3010.484131
	Iteration 19Q: 3 clusters Score -1200271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1200278.875000 Penalty: 3010.484131
	Iteration 20F: 3 clusters Score -1200279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1200287.250000 Penalty: 3010.484131
	Iteration 21Q: 3 clusters Score -1200287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1200291.625000 Penalty: 3010.484131
	Iteration 22Q: 3 clusters Score -1200292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1200296.250000 Penalty: 3010.484131
	Iteration 23Q: 3 clusters Score -1200296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1200300.000000 Penalty: 3010.484131
	Iteration 24Q: 3 clusters Score -1200300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1200304.500000 Penalty: 3010.484131
	Iteration 25Q: 3 clusters Score -1200304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1200306.000000 Penalty: 3010.484131
	Iteration 26Q: 3 clusters Score -1200306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1200307.875000 Penalty: 3010.484131
	Iteration 27Q: 3 clusters Score -1200308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1200307.875000 Penalty: 3010.484131
	Iteration 28F: 3 clusters Score -1200308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -332915.750000 Penalty: 1305.574829
	Iteration 0F: 2 clusters Score -332915.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -330130.218750 Penalty: 2611.149658
	Iteration 0F: 3 clusters Score -330130.2 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -330887.375000 Penalty: 2611.149658
	Iteration 1F: 3 clusters Score -330887.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -331131.062500 Penalty: 2611.149658
	Iteration 2F: 3 clusters Score -331131.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -331361.781250 Penalty: 2611.149658
	Iteration 3F: 3 clusters Score -331361.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -331593.968750 Penalty: 2611.149658
	Iteration 4F: 3 clusters Score -331594 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -331829.093750 Penalty: 2611.149658
	Iteration 5F: 3 clusters Score -331829.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -332045.843750 Penalty: 2611.149658
	Iteration 6F: 3 clusters Score -332045.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -332235.312500 Penalty: 2611.149658
	Iteration 7F: 3 clusters Score -332235.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -332413.218750 Penalty: 2611.149658
	Iteration 8F: 3 clusters Score -332413.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -332547.406250 Penalty: 2611.149658
	Iteration 9Q: 3 clusters Score -332547.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -332675.250000 Penalty: 2611.149658
	Iteration 10Q: 3 clusters Score -332675.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -332752.656250 Penalty: 2611.149658
	Iteration 11Q: 3 clusters Score -332752.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -332788.062500 Penalty: 2611.149658
	Iteration 12Q: 3 clusters Score -332788.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -332802.343750 Penalty: 2611.149658
	Iteration 13Q: 3 clusters Score -332802.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -332806.625000 Penalty: 2611.149658
	Iteration 14Q: 3 clusters Score -332806.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -332811.218750 Penalty: 2611.149658
	Iteration 15Q: 3 clusters Score -332811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -332815.093750 Penalty: 2611.149658
	Iteration 16Q: 3 clusters Score -332815.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -332818.375000 Penalty: 2611.149658
	Iteration 17Q: 3 clusters Score -332818.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -332820.093750 Penalty: 2611.149658
	Iteration 18Q: 3 clusters Score -332820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -332821.406250 Penalty: 2611.149658
	Iteration 19Q: 3 clusters Score -332821.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -332821.875000 Penalty: 2611.149658
	Iteration 20F: 3 clusters Score -332821.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -358035.906250 Penalty: 1318.772095
	Iteration 0F: 2 clusters Score -358035.9 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 1643 members 
Entering Unmasked Estep 
Score: -355145.031250 Penalty: 2637.544189
	Iteration 0F: 3 clusters Score -355145 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -355906.437500 Penalty: 2637.544189
	Iteration 1F: 3 clusters Score -355906.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -356201.156250 Penalty: 2637.544189
	Iteration 2F: 3 clusters Score -356201.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -356477.125000 Penalty: 2637.544189
	Iteration 3F: 3 clusters Score -356477.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -356698.125000 Penalty: 2637.544189
	Iteration 4F: 3 clusters Score -356698.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -356889.406250 Penalty: 2637.544189
	Iteration 5F: 3 clusters Score -356889.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -357060.281250 Penalty: 2637.544189
	Iteration 6F: 3 clusters Score -357060.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -357188.093750 Penalty: 2637.544189
	Iteration 7Q: 3 clusters Score -357188.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -357300.750000 Penalty: 2637.544189
	Iteration 8Q: 3 clusters Score -357300.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -357385.937500 Penalty: 2637.544189
	Iteration 9Q: 3 clusters Score -357385.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -357458.906250 Penalty: 2637.544189
	Iteration 10Q: 3 clusters Score -357458.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -357516.781250 Penalty: 2637.544189
	Iteration 11Q: 3 clusters Score -357516.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -357554.875000 Penalty: 2637.544189
	Iteration 12Q: 3 clusters Score -357554.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -357595.343750 Penalty: 2637.544189
	Iteration 13Q: 3 clusters Score -357595.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -357658.187500 Penalty: 2637.544189
	Iteration 14Q: 3 clusters Score -357658.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -357732.031250 Penalty: 2637.544189
	Iteration 15Q: 3 clusters Score -357732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -357811.687500 Penalty: 2637.544189
	Iteration 16Q: 3 clusters Score -357811.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -357840.468750 Penalty: 2637.544189
	Iteration 17Q: 3 clusters Score -357840.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -357848.343750 Penalty: 2637.544189
	Iteration 18Q: 3 clusters Score -357848.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -357851.875000 Penalty: 2637.544189
	Iteration 19Q: 3 clusters Score -357851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -357854.312500 Penalty: 2637.544189
	Iteration 20F: 3 clusters Score -357854.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Entering Unmasked Estep 
Score: -462732.968750 Penalty: 1347.213379
	Iteration 0F: 2 clusters Score -462733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -459401.437500 Penalty: 2694.426758
	Iteration 0F: 3 clusters Score -459401.4 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -460239.937500 Penalty: 2694.426758
	Iteration 1F: 3 clusters Score -460239.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -460370.250000 Penalty: 2694.426758
	Iteration 2F: 3 clusters Score -460370.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -460452.781250 Penalty: 2694.426758
	Iteration 3Q: 3 clusters Score -460452.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -460528.562500 Penalty: 2694.426758
	Iteration 4Q: 3 clusters Score -460528.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -460600.218750 Penalty: 2694.426758
	Iteration 5Q: 3 clusters Score -460600.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -460679.031250 Penalty: 2694.426758
	Iteration 6Q: 3 clusters Score -460679 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -460740.031250 Penalty: 2694.426758
	Iteration 7Q: 3 clusters Score -460740 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -460804.156250 Penalty: 2694.426758
	Iteration 8Q: 3 clusters Score -460804.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -460880.718750 Penalty: 2694.426758
	Iteration 9Q: 3 clusters Score -460880.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -460982.375000 Penalty: 2694.426758
	Iteration 10Q: 3 clusters Score -460982.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -461101.031250 Penalty: 2694.426758
	Iteration 11Q: 3 clusters Score -461101 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -461198.531250 Penalty: 2694.426758
	Iteration 12Q: 3 clusters Score -461198.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -461277.718750 Penalty: 2694.426758
	Iteration 13Q: 3 clusters Score -461277.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -461343.125000 Penalty: 2694.426758
	Iteration 14Q: 3 clusters Score -461343.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -461403.375000 Penalty: 2694.426758
	Iteration 15Q: 3 clusters Score -461403.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -461470.875000 Penalty: 2694.426758
	Iteration 16Q: 3 clusters Score -461470.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -461524.843750 Penalty: 2694.426758
	Iteration 17Q: 3 clusters Score -461524.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -461554.031250 Penalty: 2694.426758
	Iteration 18Q: 3 clusters Score -461554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -461575.156250 Penalty: 2694.426758
	Iteration 19Q: 3 clusters Score -461575.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -461595.125000 Penalty: 2694.426758
	Iteration 20F: 3 clusters Score -461595.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -461611.156250 Penalty: 2694.426758
	Iteration 21Q: 3 clusters Score -461611.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -461622.500000 Penalty: 2694.426758
	Iteration 22Q: 3 clusters Score -461622.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -461634.031250 Penalty: 2694.426758
	Iteration 23Q: 3 clusters Score -461634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -461638.031250 Penalty: 2694.426758
	Iteration 24Q: 3 clusters Score -461638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -461641.531250 Penalty: 2694.426758
	Iteration 25Q: 3 clusters Score -461641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -461644.375000 Penalty: 2694.426758
	Iteration 26Q: 3 clusters Score -461644.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -461646.062500 Penalty: 2694.426758
	Iteration 27Q: 3 clusters Score -461646.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -461647.187500 Penalty: 2694.426758
	Iteration 28Q: 3 clusters Score -461647.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -461650.687500 Penalty: 2694.426758
	Iteration 29Q: 3 clusters Score -461650.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -461654.187500 Penalty: 2694.426758
	Iteration 30Q: 3 clusters Score -461654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -461656.468750 Penalty: 2694.426758
	Iteration 31Q: 3 clusters Score -461656.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -461657.031250 Penalty: 2694.426758
	Iteration 32Q: 3 clusters Score -461657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -461657.093750 Penalty: 2694.426758
	Iteration 33Q: 3 clusters Score -461657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -461658.500000 Penalty: 2694.426758
	Iteration 34Q: 3 clusters Score -461658.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -461660.875000 Penalty: 2694.426758
	Iteration 35Q: 3 clusters Score -461660.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -461661.343750 Penalty: 2694.426758
	Iteration 36Q: 3 clusters Score -461661.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -461663.218750 Penalty: 2694.426758
	Iteration 37Q: 3 clusters Score -461663.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -461666.500000 Penalty: 2694.426758
	Iteration 38Q: 3 clusters Score -461666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -461666.218750 Penalty: 2694.426758
	Iteration 39Q: 3 clusters Score -461666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -461667.218750 Penalty: 2694.426758
	Iteration 40F: 3 clusters Score -461667.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -461667.375000 Penalty: 2694.426758
	Iteration 41Q: 3 clusters Score -461667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -461667.843750 Penalty: 2694.426758
	Iteration 42Q: 3 clusters Score -461667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -461667.937500 Penalty: 2694.426758
	Iteration 43Q: 3 clusters Score -461667.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -461667.937500 Penalty: 2694.426758
	Iteration 44F: 3 clusters Score -461667.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (143913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143913 members 
Entering Unmasked Estep 
Score: -16278040.000000 Penalty: 1930.006714
	Iteration 0F: 2 clusters Score -1.627804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 71785 members 
Entering Unmasked Estep 
Score: -16183165.000000 Penalty: 3860.013428
	Iteration 0F: 3 clusters Score -1.618316e+07 nChanged 69185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75381 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -16223755.000000 Penalty: 3860.013428
	Iteration 1F: 3 clusters Score -1.622376e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -16225564.000000 Penalty: 3860.013428
	Iteration 2Q: 3 clusters Score -1.622556e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80491 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -16228510.000000 Penalty: 3860.013428
	Iteration 3Q: 3 clusters Score -1.622851e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84496 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -16232711.000000 Penalty: 3860.013428
	Iteration 4F: 3 clusters Score -1.623271e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89101 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -16237695.000000 Penalty: 3860.013428
	Iteration 5F: 3 clusters Score -1.62377e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93775 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -16243003.000000 Penalty: 3860.013428
	Iteration 6F: 3 clusters Score -1.6243e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98063 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -16247922.000000 Penalty: 3860.013428
	Iteration 7F: 3 clusters Score -1.624792e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101660 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -16252461.000000 Penalty: 3860.013428
	Iteration 8F: 3 clusters Score -1.625246e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104680 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -16256488.000000 Penalty: 3860.013428
	Iteration 9Q: 3 clusters Score -1.625649e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107165 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -16259425.000000 Penalty: 3860.013428
	Iteration 10Q: 3 clusters Score -1.625942e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109305 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -16261480.000000 Penalty: 3860.013428
	Iteration 11Q: 3 clusters Score -1.626148e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111351 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -16262683.000000 Penalty: 3860.013428
	Iteration 12Q: 3 clusters Score -1.626268e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113349 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -16263633.000000 Penalty: 3860.013428
	Iteration 13Q: 3 clusters Score -1.626363e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115440 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -16264502.000000 Penalty: 3860.013428
	Iteration 14Q: 3 clusters Score -1.62645e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117550 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -16265298.000000 Penalty: 3860.013428
	Iteration 15Q: 3 clusters Score -1.62653e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119646 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -16266090.000000 Penalty: 3860.013428
	Iteration 16Q: 3 clusters Score -1.626609e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121690 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -16266856.000000 Penalty: 3860.013428
	Iteration 17Q: 3 clusters Score -1.626686e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123782 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -16267709.000000 Penalty: 3860.013428
	Iteration 18Q: 3 clusters Score -1.626771e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125840 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -16268571.000000 Penalty: 3860.013428
	Iteration 19Q: 3 clusters Score -1.626857e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127917 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -16269427.000000 Penalty: 3860.013428
	Iteration 20F: 3 clusters Score -1.626943e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129935 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -16270332.000000 Penalty: 3860.013428
	Iteration 21Q: 3 clusters Score -1.627033e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131820 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -16271261.000000 Penalty: 3860.013428
	Iteration 22Q: 3 clusters Score -1.627126e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133600 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -16272042.000000 Penalty: 3860.013428
	Iteration 23Q: 3 clusters Score -1.627204e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135233 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -16272732.000000 Penalty: 3860.013428
	Iteration 24Q: 3 clusters Score -1.627273e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136706 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -16273413.000000 Penalty: 3860.013428
	Iteration 25Q: 3 clusters Score -1.627341e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138033 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -16274022.000000 Penalty: 3860.013428
	Iteration 26Q: 3 clusters Score -1.627402e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139193 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -16274571.000000 Penalty: 3860.013428
	Iteration 27Q: 3 clusters Score -1.627457e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140154 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -16275049.000000 Penalty: 3860.013428
	Iteration 28Q: 3 clusters Score -1.627505e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -16275344.000000 Penalty: 3860.013428
	Iteration 29Q: 3 clusters Score -1.627534e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141438 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -16275596.000000 Penalty: 3860.013428
	Iteration 30Q: 3 clusters Score -1.62756e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141879 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -16275774.000000 Penalty: 3860.013428
	Iteration 31Q: 3 clusters Score -1.627577e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142207 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -16275958.000000 Penalty: 3860.013428
	Iteration 32Q: 3 clusters Score -1.627596e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142437 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -16276047.000000 Penalty: 3860.013428
	Iteration 33Q: 3 clusters Score -1.627605e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142608 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -16276131.000000 Penalty: 3860.013428
	Iteration 34Q: 3 clusters Score -1.627613e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142740 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -16276165.000000 Penalty: 3860.013428
	Iteration 35Q: 3 clusters Score -1.627616e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142833 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -16276214.000000 Penalty: 3860.013428
	Iteration 36Q: 3 clusters Score -1.627621e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142908 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -16276241.000000 Penalty: 3860.013428
	Iteration 37Q: 3 clusters Score -1.627624e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142961 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16276265.000000 Penalty: 3860.013428
	Iteration 38Q: 3 clusters Score -1.627626e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143000 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -16276271.000000 Penalty: 3860.013428
	Iteration 39Q: 3 clusters Score -1.627627e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143035 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -16276297.000000 Penalty: 3860.013428
	Iteration 40F: 3 clusters Score -1.62763e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143070 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -16276312.000000 Penalty: 3860.013428
	Iteration 41Q: 3 clusters Score -1.627631e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143098 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -16276313.000000 Penalty: 3860.013428
	Iteration 42Q: 3 clusters Score -1.627631e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143114 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -16276326.000000 Penalty: 3860.013428
	Iteration 43Q: 3 clusters Score -1.627633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143124 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16276314.000000 Penalty: 3860.013428
	Iteration 44Q: 3 clusters Score -1.627631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143143 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -16276334.000000 Penalty: 3860.013428
	Iteration 45Q: 3 clusters Score -1.627633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143153 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -16276340.000000 Penalty: 3860.013428
	Iteration 46Q: 3 clusters Score -1.627634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143164 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -16276337.000000 Penalty: 3860.013428
	Iteration 47Q: 3 clusters Score -1.627634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143171 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -16276333.000000 Penalty: 3860.013428
	Iteration 48Q: 3 clusters Score -1.627633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143181 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -16276346.000000 Penalty: 3860.013428
	Iteration 49Q: 3 clusters Score -1.627635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143191 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -16276346.000000 Penalty: 3860.013428
	Iteration 50Q: 3 clusters Score -1.627635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143194 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -16276326.000000 Penalty: 3860.013428
	Iteration 51Q: 3 clusters Score -1.627633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143198 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -16276344.000000 Penalty: 3860.013428
	Iteration 52Q: 3 clusters Score -1.627634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143202 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -16276348.000000 Penalty: 3860.013428
	Iteration 53Q: 3 clusters Score -1.627635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143206 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -16276344.000000 Penalty: 3860.013428
	Iteration 54Q: 3 clusters Score -1.627634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143209 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -16276346.000000 Penalty: 3860.013428
	Iteration 55Q: 3 clusters Score -1.627635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143212 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16276348.000000 Penalty: 3860.013428
	Iteration 56Q: 3 clusters Score -1.627635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143214 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -16276347.000000 Penalty: 3860.013428
	Iteration 57Q: 3 clusters Score -1.627635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143214 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -16276347.000000 Penalty: 3860.013428
	Iteration 58F: 3 clusters Score -1.627635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 3 contains 80384 members 
Mstep: Class 4 contains 10628 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90826 members 
Mstep: Class 7 contains 10433 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 93312 members 
Mstep: Class 10 contains 146742 members 
Mstep: Class 11 contains 74426 members 
Mstep: Class 12 contains 10954 members 
Mstep: Class 13 contains 46392 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38179 members 
Mstep: Class 16 contains 18447 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94399 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3986 members 
Mstep: Class 23 contains 143913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109000.000000 Penalty: 51286.125000
Iteration 399Q: 24 clusters Score -1.02109e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 3571 members 
Mstep: Class 3 contains 80307 members 
Mstep: Class 4 contains 10630 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90830 members 
Mstep: Class 7 contains 10426 members 
Mstep: Class 8 contains 7586 members 
Mstep: Class 9 contains 93311 members 
Mstep: Class 10 contains 146731 members 
Mstep: Class 11 contains 74506 members 
Mstep: Class 12 contains 10954 members 
Mstep: Class 13 contains 46392 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38180 members 
Mstep: Class 16 contains 18438 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94403 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3985 members 
Mstep: Class 23 contains 143924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109104.000000 Penalty: 51286.125000
Iteration 400F: 24 clusters Score -1.021091e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 3572 members 
Mstep: Class 3 contains 80211 members 
Mstep: Class 4 contains 10630 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90802 members 
Mstep: Class 7 contains 10418 members 
Mstep: Class 8 contains 7588 members 
Mstep: Class 9 contains 93343 members 
Mstep: Class 10 contains 146720 members 
Mstep: Class 11 contains 74605 members 
Mstep: Class 12 contains 10956 members 
Mstep: Class 13 contains 46391 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38180 members 
Mstep: Class 16 contains 18434 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94398 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3985 members 
Mstep: Class 23 contains 143936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109088.000000 Penalty: 51286.125000
Iteration 401Q: 24 clusters Score -1.021091e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 3573 members 
Mstep: Class 3 contains 80135 members 
Mstep: Class 4 contains 10632 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90780 members 
Mstep: Class 7 contains 10414 members 
Mstep: Class 8 contains 7586 members 
Mstep: Class 9 contains 93338 members 
Mstep: Class 10 contains 146705 members 
Mstep: Class 11 contains 74699 members 
Mstep: Class 12 contains 10958 members 
Mstep: Class 13 contains 46389 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38181 members 
Mstep: Class 16 contains 18432 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94404 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3984 members 
Mstep: Class 23 contains 143952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109120.000000 Penalty: 51286.125000
Iteration 402Q: 24 clusters Score -1.021091e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 3573 members 
Mstep: Class 3 contains 80062 members 
Mstep: Class 4 contains 10634 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 90745 members 
Mstep: Class 7 contains 10409 members 
Mstep: Class 8 contains 7586 members 
Mstep: Class 9 contains 93328 members 
Mstep: Class 10 contains 146698 members 
Mstep: Class 11 contains 74812 members 
Mstep: Class 12 contains 10957 members 
Mstep: Class 13 contains 46389 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38181 members 
Mstep: Class 16 contains 18425 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94414 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3984 members 
Mstep: Class 23 contains 143964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109136.000000 Penalty: 51286.125000
Iteration 403Q: 24 clusters Score -1.021091e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 3 contains 79984 members 
Mstep: Class 4 contains 10636 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 90694 members 
Mstep: Class 7 contains 10405 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 93321 members 
Mstep: Class 10 contains 146695 members 
Mstep: Class 11 contains 74931 members 
Mstep: Class 12 contains 10956 members 
Mstep: Class 13 contains 46388 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38182 members 
Mstep: Class 16 contains 18414 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94434 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 143980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109144.000000 Penalty: 51286.125000
Iteration 404Q: 24 clusters Score -1.021091e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 79903 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 90626 members 
Mstep: Class 7 contains 10401 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 93337 members 
Mstep: Class 10 contains 146687 members 
Mstep: Class 11 contains 75053 members 
Mstep: Class 12 contains 10957 members 
Mstep: Class 13 contains 46388 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38182 members 
Mstep: Class 16 contains 18404 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94451 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 143991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109240.000000 Penalty: 51286.125000
Iteration 405Q: 24 clusters Score -1.021092e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 79839 members 
Mstep: Class 4 contains 10640 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 90557 members 
Mstep: Class 7 contains 10387 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 93360 members 
Mstep: Class 10 contains 146681 members 
Mstep: Class 11 contains 75172 members 
Mstep: Class 12 contains 10958 members 
Mstep: Class 13 contains 46389 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38184 members 
Mstep: Class 16 contains 18393 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94460 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 144002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109240.000000 Penalty: 51286.125000
Iteration 406Q: 24 clusters Score -1.021092e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 79777 members 
Mstep: Class 4 contains 10641 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 90484 members 
Mstep: Class 7 contains 10379 members 
Mstep: Class 8 contains 7586 members 
Mstep: Class 9 contains 93370 members 
Mstep: Class 10 contains 146670 members 
Mstep: Class 11 contains 75298 members 
Mstep: Class 12 contains 10960 members 
Mstep: Class 13 contains 46389 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38185 members 
Mstep: Class 16 contains 18389 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94468 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 144014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109288.000000 Penalty: 51286.125000
Iteration 407Q: 24 clusters Score -1.021093e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 79725 members 
Mstep: Class 4 contains 10640 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 90409 members 
Mstep: Class 7 contains 10371 members 
Mstep: Class 8 contains 7587 members 
Mstep: Class 9 contains 93386 members 
Mstep: Class 10 contains 146663 members 
Mstep: Class 11 contains 75410 members 
Mstep: Class 12 contains 10960 members 
Mstep: Class 13 contains 46390 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38184 members 
Mstep: Class 16 contains 18386 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94481 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3988 members 
Mstep: Class 23 contains 144023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109328.000000 Penalty: 51286.125000
Iteration 408Q: 24 clusters Score -1.021093e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 79668 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 459 members 
Mstep: Class 6 contains 90316 members 
Mstep: Class 7 contains 10364 members 
Mstep: Class 8 contains 7587 members 
Mstep: Class 9 contains 93409 members 
Mstep: Class 10 contains 146657 members 
Mstep: Class 11 contains 75533 members 
Mstep: Class 12 contains 10959 members 
Mstep: Class 13 contains 46391 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38185 members 
Mstep: Class 16 contains 18383 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94489 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3989 members 
Mstep: Class 23 contains 144031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109344.000000 Penalty: 51286.125000
Iteration 409Q: 24 clusters Score -1.021093e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 79621 members 
Mstep: Class 4 contains 10640 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 90205 members 
Mstep: Class 7 contains 10360 members 
Mstep: Class 8 contains 7587 members 
Mstep: Class 9 contains 93428 members 
Mstep: Class 10 contains 146639 members 
Mstep: Class 11 contains 75660 members 
Mstep: Class 12 contains 10962 members 
Mstep: Class 13 contains 46393 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38188 members 
Mstep: Class 16 contains 18380 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94499 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 144043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109480.000000 Penalty: 51286.125000
Iteration 410Q: 24 clusters Score -1.021095e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 79577 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 90100 members 
Mstep: Class 7 contains 10353 members 
Mstep: Class 8 contains 7588 members 
Mstep: Class 9 contains 93449 members 
Mstep: Class 10 contains 146634 members 
Mstep: Class 11 contains 75786 members 
Mstep: Class 12 contains 10965 members 
Mstep: Class 13 contains 46393 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38190 members 
Mstep: Class 16 contains 18376 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94505 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 144047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109552.000000 Penalty: 51286.125000
Iteration 411Q: 24 clusters Score -1.021096e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 79523 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 90003 members 
Mstep: Class 7 contains 10352 members 
Mstep: Class 8 contains 7588 members 
Mstep: Class 9 contains 93471 members 
Mstep: Class 10 contains 146627 members 
Mstep: Class 11 contains 75912 members 
Mstep: Class 12 contains 10965 members 
Mstep: Class 13 contains 46392 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38193 members 
Mstep: Class 16 contains 18371 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94502 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3346 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 144058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109632.000000 Penalty: 51286.125000
Iteration 412Q: 24 clusters Score -1.021096e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 79497 members 
Mstep: Class 4 contains 10640 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 89919 members 
Mstep: Class 7 contains 10346 members 
Mstep: Class 8 contains 7587 members 
Mstep: Class 9 contains 93462 members 
Mstep: Class 10 contains 146623 members 
Mstep: Class 11 contains 76036 members 
Mstep: Class 12 contains 10964 members 
Mstep: Class 13 contains 46393 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38196 members 
Mstep: Class 16 contains 18368 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94501 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 144063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109688.000000 Penalty: 51286.125000
Iteration 413Q: 24 clusters Score -1.021097e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 79452 members 
Mstep: Class 4 contains 10640 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 89829 members 
Mstep: Class 7 contains 10339 members 
Mstep: Class 8 contains 7588 members 
Mstep: Class 9 contains 93470 members 
Mstep: Class 10 contains 146616 members 
Mstep: Class 11 contains 76154 members 
Mstep: Class 12 contains 10963 members 
Mstep: Class 13 contains 46395 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38197 members 
Mstep: Class 16 contains 18365 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94504 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 144072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109800.000000 Penalty: 51286.125000
Iteration 414Q: 24 clusters Score -1.021098e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 79403 members 
Mstep: Class 4 contains 10640 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 89755 members 
Mstep: Class 7 contains 10337 members 
Mstep: Class 8 contains 7588 members 
Mstep: Class 9 contains 93482 members 
Mstep: Class 10 contains 146604 members 
Mstep: Class 11 contains 76261 members 
Mstep: Class 12 contains 10963 members 
Mstep: Class 13 contains 46395 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38198 members 
Mstep: Class 16 contains 18362 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94510 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 144086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109680.000000 Penalty: 51286.125000
Iteration 415Q: 24 clusters Score -1.021097e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 79359 members 
Mstep: Class 4 contains 10640 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 89668 members 
Mstep: Class 7 contains 10333 members 
Mstep: Class 8 contains 7586 members 
Mstep: Class 9 contains 93505 members 
Mstep: Class 10 contains 146596 members 
Mstep: Class 11 contains 76370 members 
Mstep: Class 12 contains 10963 members 
Mstep: Class 13 contains 46397 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38199 members 
Mstep: Class 16 contains 18357 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94520 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 144098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109720.000000 Penalty: 51286.125000
Iteration 416Q: 24 clusters Score -1.021097e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 79307 members 
Mstep: Class 4 contains 10641 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 89584 members 
Mstep: Class 7 contains 10331 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 93527 members 
Mstep: Class 10 contains 146583 members 
Mstep: Class 11 contains 76481 members 
Mstep: Class 12 contains 10964 members 
Mstep: Class 13 contains 46398 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38201 members 
Mstep: Class 16 contains 18354 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94526 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 144108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109752.000000 Penalty: 51286.125000
Iteration 417Q: 24 clusters Score -1.021098e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 79259 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 89508 members 
Mstep: Class 7 contains 10326 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 93546 members 
Mstep: Class 10 contains 146580 members 
Mstep: Class 11 contains 76593 members 
Mstep: Class 12 contains 10964 members 
Mstep: Class 13 contains 46399 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38203 members 
Mstep: Class 16 contains 18349 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94526 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 144114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109624.000000 Penalty: 51286.125000
Iteration 418Q: 24 clusters Score -1.021096e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 79216 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 89423 members 
Mstep: Class 7 contains 10321 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 93562 members 
Mstep: Class 10 contains 146577 members 
Mstep: Class 11 contains 76699 members 
Mstep: Class 12 contains 10964 members 
Mstep: Class 13 contains 46401 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38203 members 
Mstep: Class 16 contains 18343 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94535 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 144120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109712.000000 Penalty: 51286.125000
Iteration 419Q: 24 clusters Score -1.021097e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 79179 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 89342 members 
Mstep: Class 7 contains 10319 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 93580 members 
Mstep: Class 10 contains 146577 members 
Mstep: Class 11 contains 76792 members 
Mstep: Class 12 contains 10965 members 
Mstep: Class 13 contains 46402 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38203 members 
Mstep: Class 16 contains 18337 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94543 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 144123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109792.000000 Penalty: 51286.125000
Iteration 420F: 24 clusters Score -1.021098e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 79129 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 89272 members 
Mstep: Class 7 contains 10314 members 
Mstep: Class 8 contains 7581 members 
Mstep: Class 9 contains 93616 members 
Mstep: Class 10 contains 146572 members 
Mstep: Class 11 contains 76874 members 
Mstep: Class 12 contains 10965 members 
Mstep: Class 13 contains 46402 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38203 members 
Mstep: Class 16 contains 18332 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94554 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 144130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109816.000000 Penalty: 51286.125000
Iteration 421Q: 24 clusters Score -1.021098e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 79092 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 89221 members 
Mstep: Class 7 contains 10308 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 93633 members 
Mstep: Class 10 contains 146569 members 
Mstep: Class 11 contains 76949 members 
Mstep: Class 12 contains 10965 members 
Mstep: Class 13 contains 46403 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38202 members 
Mstep: Class 16 contains 18328 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94561 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 144135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109800.000000 Penalty: 51286.125000
Iteration 422Q: 24 clusters Score -1.021098e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 79050 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 89185 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 93653 members 
Mstep: Class 10 contains 146568 members 
Mstep: Class 11 contains 77009 members 
Mstep: Class 12 contains 10965 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38200 members 
Mstep: Class 16 contains 18325 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94566 members 
Mstep: Class 19 contains 10533 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 144140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109880.000000 Penalty: 51286.125000
Iteration 423Q: 24 clusters Score -1.021099e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 79003 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 89138 members 
Mstep: Class 7 contains 10301 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 93688 members 
Mstep: Class 10 contains 146571 members 
Mstep: Class 11 contains 77059 members 
Mstep: Class 12 contains 10966 members 
Mstep: Class 13 contains 46405 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38200 members 
Mstep: Class 16 contains 18318 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94575 members 
Mstep: Class 19 contains 10533 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 144140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109808.000000 Penalty: 51286.125000
Iteration 424Q: 24 clusters Score -1.021098e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78962 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 89084 members 
Mstep: Class 7 contains 10302 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 93724 members 
Mstep: Class 10 contains 146573 members 
Mstep: Class 11 contains 77106 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38200 members 
Mstep: Class 16 contains 18317 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94588 members 
Mstep: Class 19 contains 10533 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 144135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109840.000000 Penalty: 51286.125000
Iteration 425Q: 24 clusters Score -1.021098e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78932 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 89038 members 
Mstep: Class 7 contains 10299 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 93756 members 
Mstep: Class 10 contains 146572 members 
Mstep: Class 11 contains 77145 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38201 members 
Mstep: Class 16 contains 18316 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94598 members 
Mstep: Class 19 contains 10533 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 144134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109840.000000 Penalty: 51286.125000
Iteration 426Q: 24 clusters Score -1.021098e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78903 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 89011 members 
Mstep: Class 7 contains 10294 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 93780 members 
Mstep: Class 10 contains 146571 members 
Mstep: Class 11 contains 77168 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46405 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38200 members 
Mstep: Class 16 contains 18316 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94613 members 
Mstep: Class 19 contains 10532 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 144137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109816.000000 Penalty: 51286.125000
Iteration 427Q: 24 clusters Score -1.021098e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78854 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88982 members 
Mstep: Class 7 contains 10291 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 93830 members 
Mstep: Class 10 contains 146570 members 
Mstep: Class 11 contains 77182 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46405 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38201 members 
Mstep: Class 16 contains 18315 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94633 members 
Mstep: Class 19 contains 10529 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 144137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109880.000000 Penalty: 51286.125000
Iteration 428Q: 24 clusters Score -1.021099e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78800 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88938 members 
Mstep: Class 7 contains 10290 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 93881 members 
Mstep: Class 10 contains 146570 members 
Mstep: Class 11 contains 77212 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38201 members 
Mstep: Class 16 contains 18314 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94648 members 
Mstep: Class 19 contains 10526 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 144140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109912.000000 Penalty: 51286.125000
Iteration 429Q: 24 clusters Score -1.021099e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78756 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88901 members 
Mstep: Class 7 contains 10285 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 93922 members 
Mstep: Class 10 contains 146570 members 
Mstep: Class 11 contains 77246 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38202 members 
Mstep: Class 16 contains 18312 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94662 members 
Mstep: Class 19 contains 10524 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 144145 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 430Q: 24 clusters Score -1.0211e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78712 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88852 members 
Mstep: Class 7 contains 10282 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 93954 members 
Mstep: Class 10 contains 146571 members 
Mstep: Class 11 contains 77301 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46408 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38204 members 
Mstep: Class 16 contains 18310 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94669 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 144146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110008.000000 Penalty: 51286.125000
Iteration 431Q: 24 clusters Score -1.0211e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78675 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88820 members 
Mstep: Class 7 contains 10279 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 93977 members 
Mstep: Class 10 contains 146571 members 
Mstep: Class 11 contains 77348 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46405 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38205 members 
Mstep: Class 16 contains 18308 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94676 members 
Mstep: Class 19 contains 10522 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 144150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109960.000000 Penalty: 51286.125000
Iteration 432Q: 24 clusters Score -1.0211e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78638 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88781 members 
Mstep: Class 7 contains 10277 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 94006 members 
Mstep: Class 10 contains 146574 members 
Mstep: Class 11 contains 77385 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46403 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38205 members 
Mstep: Class 16 contains 18307 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94687 members 
Mstep: Class 19 contains 10522 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 144149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109976.000000 Penalty: 51286.125000
Iteration 433Q: 24 clusters Score -1.0211e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78586 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88744 members 
Mstep: Class 7 contains 10273 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 94050 members 
Mstep: Class 10 contains 146575 members 
Mstep: Class 11 contains 77418 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38205 members 
Mstep: Class 16 contains 18305 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94702 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 144148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109920.000000 Penalty: 51286.125000
Iteration 434Q: 24 clusters Score -1.021099e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78544 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88700 members 
Mstep: Class 7 contains 10267 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 94085 members 
Mstep: Class 10 contains 146576 members 
Mstep: Class 11 contains 77466 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38205 members 
Mstep: Class 16 contains 18305 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94713 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 144146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110000.000000 Penalty: 51286.125000
Iteration 435Q: 24 clusters Score -1.0211e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78505 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88659 members 
Mstep: Class 7 contains 10264 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 94120 members 
Mstep: Class 10 contains 146573 members 
Mstep: Class 11 contains 77509 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38205 members 
Mstep: Class 16 contains 18305 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94725 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 144146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109960.000000 Penalty: 51286.125000
Iteration 436Q: 24 clusters Score -1.0211e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78459 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88599 members 
Mstep: Class 7 contains 10262 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 94165 members 
Mstep: Class 10 contains 146565 members 
Mstep: Class 11 contains 77563 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38205 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94736 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 144151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109960.000000 Penalty: 51286.125000
Iteration 437Q: 24 clusters Score -1.0211e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78411 members 
Mstep: Class 4 contains 10642 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88557 members 
Mstep: Class 7 contains 10259 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 94204 members 
Mstep: Class 10 contains 146564 members 
Mstep: Class 11 contains 77610 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38206 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94742 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 144153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110040.000000 Penalty: 51286.125000
Iteration 438Q: 24 clusters Score -1.0211e+08 nChanged 168
Entering ConstructFrom: 
Score: -102110040.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (14466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Entering Unmasked Estep 
Score: -1602835.875000 Penalty: 1556.677979
	Iteration 0F: 2 clusters Score -1602836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1592776.375000 Penalty: 3113.355957
	Iteration 0F: 3 clusters Score -1592776 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1596137.875000 Penalty: 3113.355957
	Iteration 1F: 3 clusters Score -1596138 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1596415.500000 Penalty: 3113.355957
	Iteration 2F: 3 clusters Score -1596416 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1596715.750000 Penalty: 3113.355957
	Iteration 3Q: 3 clusters Score -1596716 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1597066.750000 Penalty: 3113.355957
	Iteration 4F: 3 clusters Score -1597067 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1597548.500000 Penalty: 3113.355957
	Iteration 5F: 3 clusters Score -1597548 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1598242.250000 Penalty: 3113.355957
	Iteration 6F: 3 clusters Score -1598242 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1599167.875000 Penalty: 3113.355957
	Iteration 7F: 3 clusters Score -1599168 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1600145.375000 Penalty: 3113.355957
	Iteration 8F: 3 clusters Score -1600145 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1600938.750000 Penalty: 3113.355957
	Iteration 9F: 3 clusters Score -1600939 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1601449.625000 Penalty: 3113.355957
	Iteration 10Q: 3 clusters Score -1601450 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1601687.875000 Penalty: 3113.355957
	Iteration 11Q: 3 clusters Score -1601688 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1601807.875000 Penalty: 3113.355957
	Iteration 12Q: 3 clusters Score -1601808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1601845.000000 Penalty: 3113.355957
	Iteration 13Q: 3 clusters Score -1601845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1601859.625000 Penalty: 3113.355957
	Iteration 14Q: 3 clusters Score -1601860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1601869.000000 Penalty: 3113.355957
	Iteration 15Q: 3 clusters Score -1601869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1601873.250000 Penalty: 3113.355957
	Iteration 16Q: 3 clusters Score -1601873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1601883.375000 Penalty: 3113.355957
	Iteration 17Q: 3 clusters Score -1601883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1601892.375000 Penalty: 3113.355957
	Iteration 18Q: 3 clusters Score -1601892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1601898.875000 Penalty: 3113.355957
	Iteration 19Q: 3 clusters Score -1601899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1601904.875000 Penalty: 3113.355957
	Iteration 20F: 3 clusters Score -1601905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1601911.625000 Penalty: 3113.355957
	Iteration 21Q: 3 clusters Score -1601912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1601913.625000 Penalty: 3113.355957
	Iteration 22Q: 3 clusters Score -1601914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1601916.875000 Penalty: 3113.355957
	Iteration 23Q: 3 clusters Score -1601917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1601920.000000 Penalty: 3113.355957
	Iteration 24Q: 3 clusters Score -1601920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1601922.125000 Penalty: 3113.355957
	Iteration 25Q: 3 clusters Score -1601922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1601928.000000 Penalty: 3113.355957
	Iteration 26Q: 3 clusters Score -1601928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1601928.000000 Penalty: 3113.355957
	Iteration 27F: 3 clusters Score -1601928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -404927.812500 Penalty: 1329.211182
	Iteration 0F: 2 clusters Score -404927.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -401853.468750 Penalty: 2658.422363
	Iteration 0F: 3 clusters Score -401853.5 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -402698.531250 Penalty: 2658.422363
	Iteration 1F: 3 clusters Score -402698.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -402881.843750 Penalty: 2658.422363
	Iteration 2F: 3 clusters Score -402881.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -403010.281250 Penalty: 2658.422363
	Iteration 3F: 3 clusters Score -403010.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -403106.843750 Penalty: 2658.422363
	Iteration 4Q: 3 clusters Score -403106.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -403208.031250 Penalty: 2658.422363
	Iteration 5Q: 3 clusters Score -403208 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -403295.812500 Penalty: 2658.422363
	Iteration 6Q: 3 clusters Score -403295.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -403409.187500 Penalty: 2658.422363
	Iteration 7Q: 3 clusters Score -403409.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -403531.843750 Penalty: 2658.422363
	Iteration 8Q: 3 clusters Score -403531.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -403648.656250 Penalty: 2658.422363
	Iteration 9Q: 3 clusters Score -403648.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -403767.718750 Penalty: 2658.422363
	Iteration 10Q: 3 clusters Score -403767.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -403859.531250 Penalty: 2658.422363
	Iteration 11Q: 3 clusters Score -403859.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -403944.000000 Penalty: 2658.422363
	Iteration 12Q: 3 clusters Score -403944 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -404005.187500 Penalty: 2658.422363
	Iteration 13Q: 3 clusters Score -404005.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -404035.125000 Penalty: 2658.422363
	Iteration 14Q: 3 clusters Score -404035.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -404054.812500 Penalty: 2658.422363
	Iteration 15Q: 3 clusters Score -404054.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -404064.437500 Penalty: 2658.422363
	Iteration 16Q: 3 clusters Score -404064.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -404070.843750 Penalty: 2658.422363
	Iteration 17Q: 3 clusters Score -404070.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -404073.375000 Penalty: 2658.422363
	Iteration 18Q: 3 clusters Score -404073.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -404077.843750 Penalty: 2658.422363
	Iteration 19Q: 3 clusters Score -404077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -404084.312500 Penalty: 2658.422363
	Iteration 20F: 3 clusters Score -404084.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -404091.187500 Penalty: 2658.422363
	Iteration 21Q: 3 clusters Score -404091.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -404101.875000 Penalty: 2658.422363
	Iteration 22Q: 3 clusters Score -404101.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -404111.687500 Penalty: 2658.422363
	Iteration 23Q: 3 clusters Score -404111.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -404127.531250 Penalty: 2658.422363
	Iteration 24Q: 3 clusters Score -404127.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -404141.531250 Penalty: 2658.422363
	Iteration 25Q: 3 clusters Score -404141.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -404160.406250 Penalty: 2658.422363
	Iteration 26Q: 3 clusters Score -404160.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -404180.750000 Penalty: 2658.422363
	Iteration 27Q: 3 clusters Score -404180.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -404194.531250 Penalty: 2658.422363
	Iteration 28Q: 3 clusters Score -404194.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -404204.031250 Penalty: 2658.422363
	Iteration 29Q: 3 clusters Score -404204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -404215.468750 Penalty: 2658.422363
	Iteration 30Q: 3 clusters Score -404215.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -404230.312500 Penalty: 2658.422363
	Iteration 31Q: 3 clusters Score -404230.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -404246.468750 Penalty: 2658.422363
	Iteration 32Q: 3 clusters Score -404246.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -404258.343750 Penalty: 2658.422363
	Iteration 33Q: 3 clusters Score -404258.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -404271.625000 Penalty: 2658.422363
	Iteration 34Q: 3 clusters Score -404271.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -404303.156250 Penalty: 2658.422363
	Iteration 35Q: 3 clusters Score -404303.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -404342.593750 Penalty: 2658.422363
	Iteration 36Q: 3 clusters Score -404342.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -404383.000000 Penalty: 2658.422363
	Iteration 37Q: 3 clusters Score -404383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -404402.843750 Penalty: 2658.422363
	Iteration 38Q: 3 clusters Score -404402.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -404408.468750 Penalty: 2658.422363
	Iteration 39Q: 3 clusters Score -404408.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -404410.875000 Penalty: 2658.422363
	Iteration 40F: 3 clusters Score -404410.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -404412.562500 Penalty: 2658.422363
	Iteration 41Q: 3 clusters Score -404412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -404414.812500 Penalty: 2658.422363
	Iteration 42Q: 3 clusters Score -404414.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -404417.218750 Penalty: 2658.422363
	Iteration 43Q: 3 clusters Score -404417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -404418.906250 Penalty: 2658.422363
	Iteration 44Q: 3 clusters Score -404418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -404419.687500 Penalty: 2658.422363
	Iteration 45Q: 3 clusters Score -404419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -404422.437500 Penalty: 2658.422363
	Iteration 46Q: 3 clusters Score -404422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -404422.562500 Penalty: 2658.422363
	Iteration 47Q: 3 clusters Score -404422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -404422.562500 Penalty: 2658.422363
	Iteration 48F: 3 clusters Score -404422.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (78369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Entering Unmasked Estep 
Score: -9083554.000000 Penalty: 1831.242432
	Iteration 0F: 2 clusters Score -9083554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -9031497.000000 Penalty: 3662.484863
	Iteration 0F: 3 clusters Score -9031497 nChanged 36995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -9052987.000000 Penalty: 3662.484863
	Iteration 1F: 3 clusters Score -9052987 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -9053719.000000 Penalty: 3662.484863
	Iteration 2Q: 3 clusters Score -9053719 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -9054730.000000 Penalty: 3662.484863
	Iteration 3Q: 3 clusters Score -9054730 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -9056096.000000 Penalty: 3662.484863
	Iteration 4Q: 3 clusters Score -9056096 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -9058423.000000 Penalty: 3662.484863
	Iteration 5F: 3 clusters Score -9058423 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -9062018.000000 Penalty: 3662.484863
	Iteration 6F: 3 clusters Score -9062018 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 62556 members 
Entering Unmasked Estep 
Score: -9066860.000000 Penalty: 3662.484863
	Iteration 7F: 3 clusters Score -9066860 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -9072467.000000 Penalty: 3662.484863
	Iteration 8F: 3 clusters Score -9072467 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 73482 members 
Entering Unmasked Estep 
Score: -9077181.000000 Penalty: 3662.484863
	Iteration 9F: 3 clusters Score -9077181 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 76433 members 
Entering Unmasked Estep 
Score: -9080059.000000 Penalty: 3662.484863
	Iteration 10Q: 3 clusters Score -9080059 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -9081291.000000 Penalty: 3662.484863
	Iteration 11Q: 3 clusters Score -9081291 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -9081691.000000 Penalty: 3662.484863
	Iteration 12Q: 3 clusters Score -9081691 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -9081810.000000 Penalty: 3662.484863
	Iteration 13Q: 3 clusters Score -9081810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -9081857.000000 Penalty: 3662.484863
	Iteration 14Q: 3 clusters Score -9081857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -9081878.000000 Penalty: 3662.484863
	Iteration 15Q: 3 clusters Score -9081878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -9081880.000000 Penalty: 3662.484863
	Iteration 16Q: 3 clusters Score -9081880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -9081890.000000 Penalty: 3662.484863
	Iteration 17Q: 3 clusters Score -9081890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -9081905.000000 Penalty: 3662.484863
	Iteration 18Q: 3 clusters Score -9081905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
Score: -9081907.000000 Penalty: 3662.484863
	Iteration 19Q: 3 clusters Score -9081907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -9081909.000000 Penalty: 3662.484863
	Iteration 20F: 3 clusters Score -9081909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -9081910.000000 Penalty: 3662.484863
	Iteration 21Q: 3 clusters Score -9081910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -9081918.000000 Penalty: 3662.484863
	Iteration 22Q: 3 clusters Score -9081918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -9081918.000000 Penalty: 3662.484863
	Iteration 23F: 3 clusters Score -9081918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1229785.500000 Penalty: 1506.791626
	Iteration 0F: 2 clusters Score -1229786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1222230.250000 Penalty: 3013.583252
	Iteration 0F: 3 clusters Score -1222230 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1224619.750000 Penalty: 3013.583252
	Iteration 1F: 3 clusters Score -1224620 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1224869.000000 Penalty: 3013.583252
	Iteration 2F: 3 clusters Score -1224869 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1225062.750000 Penalty: 3013.583252
	Iteration 3Q: 3 clusters Score -1225063 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1225237.250000 Penalty: 3013.583252
	Iteration 4Q: 3 clusters Score -1225237 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1225401.625000 Penalty: 3013.583252
	Iteration 5Q: 3 clusters Score -1225402 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1225585.375000 Penalty: 3013.583252
	Iteration 6Q: 3 clusters Score -1225585 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1225785.375000 Penalty: 3013.583252
	Iteration 7Q: 3 clusters Score -1225785 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1225980.125000 Penalty: 3013.583252
	Iteration 8Q: 3 clusters Score -1225980 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1226191.375000 Penalty: 3013.583252
	Iteration 9Q: 3 clusters Score -1226191 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1226450.250000 Penalty: 3013.583252
	Iteration 10Q: 3 clusters Score -1226450 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1226740.000000 Penalty: 3013.583252
	Iteration 11Q: 3 clusters Score -1226740 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1227056.875000 Penalty: 3013.583252
	Iteration 12Q: 3 clusters Score -1227057 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1227368.875000 Penalty: 3013.583252
	Iteration 13Q: 3 clusters Score -1227369 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1227626.750000 Penalty: 3013.583252
	Iteration 14Q: 3 clusters Score -1227627 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1227885.375000 Penalty: 3013.583252
	Iteration 15Q: 3 clusters Score -1227885 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1228094.750000 Penalty: 3013.583252
	Iteration 16Q: 3 clusters Score -1228095 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1228244.750000 Penalty: 3013.583252
	Iteration 17Q: 3 clusters Score -1228245 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1228349.000000 Penalty: 3013.583252
	Iteration 18Q: 3 clusters Score -1228349 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1228417.625000 Penalty: 3013.583252
	Iteration 19Q: 3 clusters Score -1228418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1228465.250000 Penalty: 3013.583252
	Iteration 20F: 3 clusters Score -1228465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1228490.750000 Penalty: 3013.583252
	Iteration 21Q: 3 clusters Score -1228491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1228514.750000 Penalty: 3013.583252
	Iteration 22Q: 3 clusters Score -1228515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1228533.375000 Penalty: 3013.583252
	Iteration 23Q: 3 clusters Score -1228533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1228545.875000 Penalty: 3013.583252
	Iteration 24Q: 3 clusters Score -1228546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1228563.000000 Penalty: 3013.583252
	Iteration 25Q: 3 clusters Score -1228563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1228566.250000 Penalty: 3013.583252
	Iteration 26Q: 3 clusters Score -1228566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1228569.125000 Penalty: 3013.583252
	Iteration 27Q: 3 clusters Score -1228569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1228571.375000 Penalty: 3013.583252
	Iteration 28Q: 3 clusters Score -1228571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1228577.125000 Penalty: 3013.583252
	Iteration 29Q: 3 clusters Score -1228577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1228577.750000 Penalty: 3013.583252
	Iteration 30Q: 3 clusters Score -1228578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1228579.500000 Penalty: 3013.583252
	Iteration 31Q: 3 clusters Score -1228580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1228578.750000 Penalty: 3013.583252
	Iteration 32Q: 3 clusters Score -1228579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1228580.000000 Penalty: 3013.583252
	Iteration 33Q: 3 clusters Score -1228580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1228580.000000 Penalty: 3013.583252
	Iteration 34F: 3 clusters Score -1228580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -45590.992188 Penalty: 995.261047
	Iteration 0F: 2 clusters Score -45590.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44631.156250 Penalty: 1990.522095
	Iteration 0F: 3 clusters Score -44631.16 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44815.332031 Penalty: 1990.522095
	Iteration 1F: 3 clusters Score -44815.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44996.976562 Penalty: 1990.522095
	Iteration 2F: 3 clusters Score -44996.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45143.070312 Penalty: 1990.522095
	Iteration 3F: 3 clusters Score -45143.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45210.273438 Penalty: 1990.522095
	Iteration 4Q: 3 clusters Score -45210.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45294.839844 Penalty: 1990.522095
	Iteration 5Q: 3 clusters Score -45294.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45357.910156 Penalty: 1990.522095
	Iteration 6Q: 3 clusters Score -45357.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45423.472656 Penalty: 1990.522095
	Iteration 7Q: 3 clusters Score -45423.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45460.656250 Penalty: 1990.522095
	Iteration 8Q: 3 clusters Score -45460.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45477.597656 Penalty: 1990.522095
	Iteration 9Q: 3 clusters Score -45477.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45486.367188 Penalty: 1990.522095
	Iteration 10Q: 3 clusters Score -45486.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45502.996094 Penalty: 1990.522095
	Iteration 11Q: 3 clusters Score -45503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45510.480469 Penalty: 1990.522095
	Iteration 12Q: 3 clusters Score -45510.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45515.441406 Penalty: 1990.522095
	Iteration 13Q: 3 clusters Score -45515.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45522.003906 Penalty: 1990.522095
	Iteration 14Q: 3 clusters Score -45522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45528.093750 Penalty: 1990.522095
	Iteration 15Q: 3 clusters Score -45528.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45531.769531 Penalty: 1990.522095
	Iteration 16Q: 3 clusters Score -45531.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45539.757812 Penalty: 1990.522095
	Iteration 17Q: 3 clusters Score -45539.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45549.847656 Penalty: 1990.522095
	Iteration 18Q: 3 clusters Score -45549.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45555.019531 Penalty: 1990.522095
	Iteration 19Q: 3 clusters Score -45555.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45555.019531 Penalty: 1990.522095
	Iteration 20F: 3 clusters Score -45555.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88519 members 
Entering Unmasked Estep 
Score: -10326608.000000 Penalty: 1851.032959
	Iteration 0F: 2 clusters Score -1.032661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -10268288.000000 Penalty: 3702.065918
	Iteration 0F: 3 clusters Score -1.026829e+07 nChanged 42329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -10292613.000000 Penalty: 3702.065918
	Iteration 1F: 3 clusters Score -1.029261e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -10293198.000000 Penalty: 3702.065918
	Iteration 2Q: 3 clusters Score -1.02932e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -10294144.000000 Penalty: 3702.065918
	Iteration 3Q: 3 clusters Score -1.029414e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -10295671.000000 Penalty: 3702.065918
	Iteration 4Q: 3 clusters Score -1.029567e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -10298521.000000 Penalty: 3702.065918
	Iteration 5F: 3 clusters Score -1.029852e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -10303646.000000 Penalty: 3702.065918
	Iteration 6F: 3 clusters Score -1.030365e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -10311384.000000 Penalty: 3702.065918
	Iteration 7F: 3 clusters Score -1.031138e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 81871 members 
Entering Unmasked Estep 
Score: -10318779.000000 Penalty: 3702.065918
	Iteration 8F: 3 clusters Score -1.031878e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -10322924.000000 Penalty: 3702.065918
	Iteration 9Q: 3 clusters Score -1.032292e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -10324348.000000 Penalty: 3702.065918
	Iteration 10Q: 3 clusters Score -1.032435e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 88266 members 
Entering Unmasked Estep 
Score: -10324719.000000 Penalty: 3702.065918
	Iteration 11Q: 3 clusters Score -1.032472e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 88353 members 
Entering Unmasked Estep 
Score: -10324826.000000 Penalty: 3702.065918
	Iteration 12Q: 3 clusters Score -1.032483e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 88384 members 
Entering Unmasked Estep 
Score: -10324891.000000 Penalty: 3702.065918
	Iteration 13Q: 3 clusters Score -1.032489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 88391 members 
Entering Unmasked Estep 
Score: -10324928.000000 Penalty: 3702.065918
	Iteration 14Q: 3 clusters Score -1.032493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 88393 members 
Entering Unmasked Estep 
Score: -10324939.000000 Penalty: 3702.065918
	Iteration 15Q: 3 clusters Score -1.032494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -10324950.000000 Penalty: 3702.065918
	Iteration 16Q: 3 clusters Score -1.032495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 88403 members 
Entering Unmasked Estep 
Score: -10324963.000000 Penalty: 3702.065918
	Iteration 17Q: 3 clusters Score -1.032496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -10324972.000000 Penalty: 3702.065918
	Iteration 18Q: 3 clusters Score -1.032497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -10324972.000000 Penalty: 3702.065918
	Iteration 19F: 3 clusters Score -1.032497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Entering Unmasked Estep 
Score: -1183146.750000 Penalty: 1500.756226
	Iteration 0F: 2 clusters Score -1183147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1175834.750000 Penalty: 3001.512451
	Iteration 0F: 3 clusters Score -1175835 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1178203.250000 Penalty: 3001.512451
	Iteration 1F: 3 clusters Score -1178203 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1178405.375000 Penalty: 3001.512451
	Iteration 2F: 3 clusters Score -1178405 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1178587.250000 Penalty: 3001.512451
	Iteration 3Q: 3 clusters Score -1178587 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1178820.500000 Penalty: 3001.512451
	Iteration 4Q: 3 clusters Score -1178820 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1179115.750000 Penalty: 3001.512451
	Iteration 5Q: 3 clusters Score -1179116 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1179503.375000 Penalty: 3001.512451
	Iteration 6Q: 3 clusters Score -1179503 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1180008.375000 Penalty: 3001.512451
	Iteration 7Q: 3 clusters Score -1180008 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1180544.250000 Penalty: 3001.512451
	Iteration 8F: 3 clusters Score -1180544 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1181053.875000 Penalty: 3001.512451
	Iteration 9F: 3 clusters Score -1181054 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1181441.125000 Penalty: 3001.512451
	Iteration 10F: 3 clusters Score -1181441 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1181718.625000 Penalty: 3001.512451
	Iteration 11Q: 3 clusters Score -1181719 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1181907.125000 Penalty: 3001.512451
	Iteration 12Q: 3 clusters Score -1181907 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1182060.250000 Penalty: 3001.512451
	Iteration 13Q: 3 clusters Score -1182060 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1182204.875000 Penalty: 3001.512451
	Iteration 14Q: 3 clusters Score -1182205 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1182337.375000 Penalty: 3001.512451
	Iteration 15Q: 3 clusters Score -1182337 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1182484.750000 Penalty: 3001.512451
	Iteration 16Q: 3 clusters Score -1182485 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1182601.625000 Penalty: 3001.512451
	Iteration 17Q: 3 clusters Score -1182602 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1182667.875000 Penalty: 3001.512451
	Iteration 18Q: 3 clusters Score -1182668 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1182695.750000 Penalty: 3001.512451
	Iteration 19Q: 3 clusters Score -1182696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1182707.250000 Penalty: 3001.512451
	Iteration 20F: 3 clusters Score -1182707 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1182711.875000 Penalty: 3001.512451
	Iteration 21Q: 3 clusters Score -1182712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1182717.250000 Penalty: 3001.512451
	Iteration 22Q: 3 clusters Score -1182717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1182718.875000 Penalty: 3001.512451
	Iteration 23Q: 3 clusters Score -1182719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1182721.625000 Penalty: 3001.512451
	Iteration 24Q: 3 clusters Score -1182722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1182719.875000 Penalty: 3001.512451
	Iteration 25Q: 3 clusters Score -1182720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1182722.000000 Penalty: 3001.512451
	Iteration 26Q: 3 clusters Score -1182722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1182722.875000 Penalty: 3001.512451
	Iteration 27Q: 3 clusters Score -1182723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1182722.375000 Penalty: 3001.512451
	Iteration 28Q: 3 clusters Score -1182722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1182722.375000 Penalty: 3001.512451
	Iteration 29F: 3 clusters Score -1182722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Entering Unmasked Estep 
Score: -874077.812500 Penalty: 1451.699097
	Iteration 0F: 2 clusters Score -874077.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -868527.375000 Penalty: 2903.398193
	Iteration 0F: 3 clusters Score -868527.4 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -870238.312500 Penalty: 2903.398193
	Iteration 1F: 3 clusters Score -870238.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -870424.687500 Penalty: 2903.398193
	Iteration 2F: 3 clusters Score -870424.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -870552.000000 Penalty: 2903.398193
	Iteration 3Q: 3 clusters Score -870552 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -870658.000000 Penalty: 2903.398193
	Iteration 4Q: 3 clusters Score -870658 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -870778.750000 Penalty: 2903.398193
	Iteration 5Q: 3 clusters Score -870778.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -870922.312500 Penalty: 2903.398193
	Iteration 6Q: 3 clusters Score -870922.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -871118.500000 Penalty: 2903.398193
	Iteration 7Q: 3 clusters Score -871118.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -871355.125000 Penalty: 2903.398193
	Iteration 8Q: 3 clusters Score -871355.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -871614.687500 Penalty: 2903.398193
	Iteration 9Q: 3 clusters Score -871614.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -871878.375000 Penalty: 2903.398193
	Iteration 10Q: 3 clusters Score -871878.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -872111.687500 Penalty: 2903.398193
	Iteration 11Q: 3 clusters Score -872111.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -872332.062500 Penalty: 2903.398193
	Iteration 12Q: 3 clusters Score -872332.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -872503.250000 Penalty: 2903.398193
	Iteration 13Q: 3 clusters Score -872503.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -872621.062500 Penalty: 2903.398193
	Iteration 14Q: 3 clusters Score -872621.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -872695.500000 Penalty: 2903.398193
	Iteration 15Q: 3 clusters Score -872695.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -872739.312500 Penalty: 2903.398193
	Iteration 16Q: 3 clusters Score -872739.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -872778.375000 Penalty: 2903.398193
	Iteration 17Q: 3 clusters Score -872778.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -872814.125000 Penalty: 2903.398193
	Iteration 18Q: 3 clusters Score -872814.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -872832.937500 Penalty: 2903.398193
	Iteration 19Q: 3 clusters Score -872832.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -872847.000000 Penalty: 2903.398193
	Iteration 20F: 3 clusters Score -872847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -872860.875000 Penalty: 2903.398193
	Iteration 21Q: 3 clusters Score -872860.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -872865.875000 Penalty: 2903.398193
	Iteration 22Q: 3 clusters Score -872865.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -872875.687500 Penalty: 2903.398193
	Iteration 23Q: 3 clusters Score -872875.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -872881.187500 Penalty: 2903.398193
	Iteration 24Q: 3 clusters Score -872881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -872885.125000 Penalty: 2903.398193
	Iteration 25Q: 3 clusters Score -872885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -872885.250000 Penalty: 2903.398193
	Iteration 26Q: 3 clusters Score -872885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -872885.250000 Penalty: 2903.398193
	Iteration 27Q: 3 clusters Score -872885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -872887.437500 Penalty: 2903.398193
	Iteration 28Q: 3 clusters Score -872887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -872887.000000 Penalty: 2903.398193
	Iteration 29Q: 3 clusters Score -872887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -872887.000000 Penalty: 2903.398193
	Iteration 30F: 3 clusters Score -872887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (94241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94241 members 
Entering Unmasked Estep 
Score: -10982513.000000 Penalty: 1861.211670
	Iteration 0F: 2 clusters Score -1.098251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -10920910.000000 Penalty: 3722.423340
	Iteration 0F: 3 clusters Score -1.092091e+07 nChanged 45050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -10947045.000000 Penalty: 3722.423340
	Iteration 1F: 3 clusters Score -1.094704e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -10947889.000000 Penalty: 3722.423340
	Iteration 2Q: 3 clusters Score -1.094789e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -10949133.000000 Penalty: 3722.423340
	Iteration 3Q: 3 clusters Score -1.094913e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -10950945.000000 Penalty: 3722.423340
	Iteration 4Q: 3 clusters Score -1.095094e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -10954383.000000 Penalty: 3722.423340
	Iteration 5F: 3 clusters Score -1.095438e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -10960167.000000 Penalty: 3722.423340
	Iteration 6F: 3 clusters Score -1.096017e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -10968034.000000 Penalty: 3722.423340
	Iteration 7F: 3 clusters Score -1.096803e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -10974850.000000 Penalty: 3722.423340
	Iteration 8F: 3 clusters Score -1.097485e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -10978839.000000 Penalty: 3722.423340
	Iteration 9Q: 3 clusters Score -1.097884e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10980262.000000 Penalty: 3722.423340
	Iteration 10Q: 3 clusters Score -1.098026e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10980640.000000 Penalty: 3722.423340
	Iteration 11Q: 3 clusters Score -1.098064e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10980774.000000 Penalty: 3722.423340
	Iteration 12Q: 3 clusters Score -1.098077e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10980831.000000 Penalty: 3722.423340
	Iteration 13Q: 3 clusters Score -1.098083e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10980874.000000 Penalty: 3722.423340
	Iteration 14Q: 3 clusters Score -1.098087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10980900.000000 Penalty: 3722.423340
	Iteration 15Q: 3 clusters Score -1.09809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94119 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10980909.000000 Penalty: 3722.423340
	Iteration 16Q: 3 clusters Score -1.098091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10980910.000000 Penalty: 3722.423340
	Iteration 17Q: 3 clusters Score -1.098091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10980911.000000 Penalty: 3722.423340
	Iteration 18Q: 3 clusters Score -1.098091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10980911.000000 Penalty: 3722.423340
	Iteration 19F: 3 clusters Score -1.098091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (146562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146562 members 
Entering Unmasked Estep 
Score: -16619110.000000 Penalty: 1932.970581
	Iteration 0F: 2 clusters Score -1.661911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -16522922.000000 Penalty: 3865.941162
	Iteration 0F: 3 clusters Score -1.652292e+07 nChanged 70670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76099 members 
Mstep: Class 2 contains 70463 members 
Entering Unmasked Estep 
Score: -16564007.000000 Penalty: 3865.941162
	Iteration 1F: 3 clusters Score -1.656401e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -16564722.000000 Penalty: 3865.941162
	Iteration 2Q: 3 clusters Score -1.656472e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 66550 members 
Entering Unmasked Estep 
Score: -16565456.000000 Penalty: 3865.941162
	Iteration 3Q: 3 clusters Score -1.656546e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -16566775.000000 Penalty: 3865.941162
	Iteration 4Q: 3 clusters Score -1.656678e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89680 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -16569393.000000 Penalty: 3865.941162
	Iteration 5Q: 3 clusters Score -1.656939e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98613 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -16574622.000000 Penalty: 3865.941162
	Iteration 6F: 3 clusters Score -1.657462e+07 nChanged 12187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110766 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -16584012.000000 Penalty: 3865.941162
	Iteration 7F: 3 clusters Score -1.658401e+07 nChanged 14026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124784 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -16597049.000000 Penalty: 3865.941162
	Iteration 8F: 3 clusters Score -1.659705e+07 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136607 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -16608531.000000 Penalty: 3865.941162
	Iteration 9F: 3 clusters Score -1.660853e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142980 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -16614424.000000 Penalty: 3865.941162
	Iteration 10Q: 3 clusters Score -1.661442e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145327 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -16616402.000000 Penalty: 3865.941162
	Iteration 11Q: 3 clusters Score -1.66164e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146009 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -16616994.000000 Penalty: 3865.941162
	Iteration 12Q: 3 clusters Score -1.661699e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146209 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -16617194.000000 Penalty: 3865.941162
	Iteration 13Q: 3 clusters Score -1.661719e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146283 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16617311.000000 Penalty: 3865.941162
	Iteration 14Q: 3 clusters Score -1.661731e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146311 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -16617374.000000 Penalty: 3865.941162
	Iteration 15Q: 3 clusters Score -1.661737e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146316 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16617400.000000 Penalty: 3865.941162
	Iteration 16Q: 3 clusters Score -1.66174e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146325 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16617427.000000 Penalty: 3865.941162
	Iteration 17Q: 3 clusters Score -1.661743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146327 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16617444.000000 Penalty: 3865.941162
	Iteration 18Q: 3 clusters Score -1.661744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146335 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16617453.000000 Penalty: 3865.941162
	Iteration 19Q: 3 clusters Score -1.661745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146340 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16617469.000000 Penalty: 3865.941162
	Iteration 20F: 3 clusters Score -1.661747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146342 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16617484.000000 Penalty: 3865.941162
	Iteration 21Q: 3 clusters Score -1.661748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146341 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16617494.000000 Penalty: 3865.941162
	Iteration 22Q: 3 clusters Score -1.661749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146337 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16617485.000000 Penalty: 3865.941162
	Iteration 23Q: 3 clusters Score -1.661748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146338 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16617492.000000 Penalty: 3865.941162
	Iteration 24Q: 3 clusters Score -1.661749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146337 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16617502.000000 Penalty: 3865.941162
	Iteration 25Q: 3 clusters Score -1.66175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146336 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16617511.000000 Penalty: 3865.941162
	Iteration 26Q: 3 clusters Score -1.661751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146334 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16617505.000000 Penalty: 3865.941162
	Iteration 27Q: 3 clusters Score -1.66175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146334 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16617505.000000 Penalty: 3865.941162
	Iteration 28F: 3 clusters Score -1.66175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (77662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Entering Unmasked Estep 
Score: -9020643.000000 Penalty: 1829.769775
	Iteration 0F: 2 clusters Score -9020643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -8968953.000000 Penalty: 3659.539551
	Iteration 0F: 3 clusters Score -8968953 nChanged 36853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -8989812.000000 Penalty: 3659.539551
	Iteration 1F: 3 clusters Score -8989812 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -8990347.000000 Penalty: 3659.539551
	Iteration 2Q: 3 clusters Score -8990347 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -8990808.000000 Penalty: 3659.539551
	Iteration 3Q: 3 clusters Score -8990808 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -8991484.000000 Penalty: 3659.539551
	Iteration 4Q: 3 clusters Score -8991484 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -8992653.000000 Penalty: 3659.539551
	Iteration 5Q: 3 clusters Score -8992653 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -8994326.000000 Penalty: 3659.539551
	Iteration 6Q: 3 clusters Score -8994326 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -8997002.000000 Penalty: 3659.539551
	Iteration 7F: 3 clusters Score -8997002 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -9000514.000000 Penalty: 3659.539551
	Iteration 8F: 3 clusters Score -9000514 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -9004473.000000 Penalty: 3659.539551
	Iteration 9F: 3 clusters Score -9004473 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -9008489.000000 Penalty: 3659.539551
	Iteration 10F: 3 clusters Score -9008489 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -9011683.000000 Penalty: 3659.539551
	Iteration 11Q: 3 clusters Score -9011683 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67794 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -9013872.000000 Penalty: 3659.539551
	Iteration 12Q: 3 clusters Score -9013872 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -9015191.000000 Penalty: 3659.539551
	Iteration 13Q: 3 clusters Score -9015191 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -9016066.000000 Penalty: 3659.539551
	Iteration 14Q: 3 clusters Score -9016066 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -9016609.000000 Penalty: 3659.539551
	Iteration 15Q: 3 clusters Score -9016609 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71754 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -9017042.000000 Penalty: 3659.539551
	Iteration 16Q: 3 clusters Score -9017042 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -9017336.000000 Penalty: 3659.539551
	Iteration 17Q: 3 clusters Score -9017336 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -9017571.000000 Penalty: 3659.539551
	Iteration 18Q: 3 clusters Score -9017571 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -9017745.000000 Penalty: 3659.539551
	Iteration 19Q: 3 clusters Score -9017745 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -9017876.000000 Penalty: 3659.539551
	Iteration 20F: 3 clusters Score -9017876 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73985 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -9017986.000000 Penalty: 3659.539551
	Iteration 21Q: 3 clusters Score -9017986 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -9018098.000000 Penalty: 3659.539551
	Iteration 22Q: 3 clusters Score -9018098 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74524 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -9018209.000000 Penalty: 3659.539551
	Iteration 23Q: 3 clusters Score -9018209 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -9018282.000000 Penalty: 3659.539551
	Iteration 24Q: 3 clusters Score -9018282 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -9018382.000000 Penalty: 3659.539551
	Iteration 25Q: 3 clusters Score -9018382 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75244 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -9018465.000000 Penalty: 3659.539551
	Iteration 26Q: 3 clusters Score -9018465 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -9018548.000000 Penalty: 3659.539551
	Iteration 27Q: 3 clusters Score -9018548 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -9018625.000000 Penalty: 3659.539551
	Iteration 28Q: 3 clusters Score -9018625 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -9018693.000000 Penalty: 3659.539551
	Iteration 29Q: 3 clusters Score -9018693 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9018705.000000 Penalty: 3659.539551
	Iteration 30Q: 3 clusters Score -9018705 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -9018745.000000 Penalty: 3659.539551
	Iteration 31Q: 3 clusters Score -9018745 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9018807.000000 Penalty: 3659.539551
	Iteration 32Q: 3 clusters Score -9018807 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -9018843.000000 Penalty: 3659.539551
	Iteration 33Q: 3 clusters Score -9018843 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -9018865.000000 Penalty: 3659.539551
	Iteration 34Q: 3 clusters Score -9018865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76338 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9018891.000000 Penalty: 3659.539551
	Iteration 35Q: 3 clusters Score -9018891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76390 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9018919.000000 Penalty: 3659.539551
	Iteration 36Q: 3 clusters Score -9018919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -9018924.000000 Penalty: 3659.539551
	Iteration 37Q: 3 clusters Score -9018924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9018933.000000 Penalty: 3659.539551
	Iteration 38Q: 3 clusters Score -9018933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9018948.000000 Penalty: 3659.539551
	Iteration 39Q: 3 clusters Score -9018948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76542 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9018960.000000 Penalty: 3659.539551
	Iteration 40F: 3 clusters Score -9018960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -9018968.000000 Penalty: 3659.539551
	Iteration 41Q: 3 clusters Score -9018968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76591 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9018976.000000 Penalty: 3659.539551
	Iteration 42Q: 3 clusters Score -9018976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76623 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9018994.000000 Penalty: 3659.539551
	Iteration 43Q: 3 clusters Score -9018994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9019009.000000 Penalty: 3659.539551
	Iteration 44Q: 3 clusters Score -9019009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76673 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9019018.000000 Penalty: 3659.539551
	Iteration 45Q: 3 clusters Score -9019018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76697 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9019038.000000 Penalty: 3659.539551
	Iteration 46Q: 3 clusters Score -9019038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9019050.000000 Penalty: 3659.539551
	Iteration 47Q: 3 clusters Score -9019050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9019060.000000 Penalty: 3659.539551
	Iteration 48Q: 3 clusters Score -9019060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76748 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9019065.000000 Penalty: 3659.539551
	Iteration 49Q: 3 clusters Score -9019065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76758 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9019079.000000 Penalty: 3659.539551
	Iteration 50Q: 3 clusters Score -9019079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9019081.000000 Penalty: 3659.539551
	Iteration 51Q: 3 clusters Score -9019081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76783 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9019094.000000 Penalty: 3659.539551
	Iteration 52Q: 3 clusters Score -9019094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76793 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9019088.000000 Penalty: 3659.539551
	Iteration 53Q: 3 clusters Score -9019088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76800 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9019091.000000 Penalty: 3659.539551
	Iteration 54Q: 3 clusters Score -9019091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9019087.000000 Penalty: 3659.539551
	Iteration 55Q: 3 clusters Score -9019087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9019087.000000 Penalty: 3659.539551
	Iteration 56Q: 3 clusters Score -9019087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9019087.000000 Penalty: 3659.539551
	Iteration 57Q: 3 clusters Score -9019087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9019082.000000 Penalty: 3659.539551
	Iteration 58Q: 3 clusters Score -9019082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76811 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9019087.000000 Penalty: 3659.539551
	Iteration 59Q: 3 clusters Score -9019087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9019091.000000 Penalty: 3659.539551
	Iteration 60F: 3 clusters Score -9019091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9019087.000000 Penalty: 3659.539551
	Iteration 61Q: 3 clusters Score -9019087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76821 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9019090.000000 Penalty: 3659.539551
	Iteration 62Q: 3 clusters Score -9019090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76828 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9019102.000000 Penalty: 3659.539551
	Iteration 63Q: 3 clusters Score -9019102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9019097.000000 Penalty: 3659.539551
	Iteration 64Q: 3 clusters Score -9019097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9019104.000000 Penalty: 3659.539551
	Iteration 65Q: 3 clusters Score -9019104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9019104.000000 Penalty: 3659.539551
	Iteration 66Q: 3 clusters Score -9019104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76837 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9019105.000000 Penalty: 3659.539551
	Iteration 67Q: 3 clusters Score -9019105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9019109.000000 Penalty: 3659.539551
	Iteration 68Q: 3 clusters Score -9019109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9019105.000000 Penalty: 3659.539551
	Iteration 69Q: 3 clusters Score -9019105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9019108.000000 Penalty: 3659.539551
	Iteration 70Q: 3 clusters Score -9019108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9019110.000000 Penalty: 3659.539551
	Iteration 71Q: 3 clusters Score -9019110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9019106.000000 Penalty: 3659.539551
	Iteration 72Q: 3 clusters Score -9019106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9019106.000000 Penalty: 3659.539551
	Iteration 73F: 3 clusters Score -9019106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Entering Unmasked Estep 
Score: -1270298.375000 Penalty: 1511.679932
	Iteration 0F: 2 clusters Score -1270298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1262445.875000 Penalty: 3023.359863
	Iteration 0F: 3 clusters Score -1262446 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1264996.250000 Penalty: 3023.359863
	Iteration 1F: 3 clusters Score -1264996 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1265260.875000 Penalty: 3023.359863
	Iteration 2F: 3 clusters Score -1265261 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1265462.625000 Penalty: 3023.359863
	Iteration 3Q: 3 clusters Score -1265463 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1265642.375000 Penalty: 3023.359863
	Iteration 4Q: 3 clusters Score -1265642 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1265796.375000 Penalty: 3023.359863
	Iteration 5Q: 3 clusters Score -1265796 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1265949.000000 Penalty: 3023.359863
	Iteration 6Q: 3 clusters Score -1265949 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1266122.875000 Penalty: 3023.359863
	Iteration 7Q: 3 clusters Score -1266123 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1266341.250000 Penalty: 3023.359863
	Iteration 8Q: 3 clusters Score -1266341 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1266583.250000 Penalty: 3023.359863
	Iteration 9Q: 3 clusters Score -1266583 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1266842.375000 Penalty: 3023.359863
	Iteration 10Q: 3 clusters Score -1266842 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1267090.750000 Penalty: 3023.359863
	Iteration 11Q: 3 clusters Score -1267091 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1267324.125000 Penalty: 3023.359863
	Iteration 12Q: 3 clusters Score -1267324 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1267526.000000 Penalty: 3023.359863
	Iteration 13Q: 3 clusters Score -1267526 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1267655.500000 Penalty: 3023.359863
	Iteration 14Q: 3 clusters Score -1267656 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1267750.500000 Penalty: 3023.359863
	Iteration 15Q: 3 clusters Score -1267750 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1267832.125000 Penalty: 3023.359863
	Iteration 16Q: 3 clusters Score -1267832 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1267898.625000 Penalty: 3023.359863
	Iteration 17Q: 3 clusters Score -1267899 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1267978.000000 Penalty: 3023.359863
	Iteration 18Q: 3 clusters Score -1267978 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1268048.250000 Penalty: 3023.359863
	Iteration 19Q: 3 clusters Score -1268048 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1268118.000000 Penalty: 3023.359863
	Iteration 20F: 3 clusters Score -1268118 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1268210.625000 Penalty: 3023.359863
	Iteration 21Q: 3 clusters Score -1268211 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1268293.750000 Penalty: 3023.359863
	Iteration 22Q: 3 clusters Score -1268294 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1268372.875000 Penalty: 3023.359863
	Iteration 23Q: 3 clusters Score -1268373 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1268444.000000 Penalty: 3023.359863
	Iteration 24Q: 3 clusters Score -1268444 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1268519.875000 Penalty: 3023.359863
	Iteration 25Q: 3 clusters Score -1268520 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1268592.000000 Penalty: 3023.359863
	Iteration 26Q: 3 clusters Score -1268592 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1268673.625000 Penalty: 3023.359863
	Iteration 27Q: 3 clusters Score -1268674 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1268750.125000 Penalty: 3023.359863
	Iteration 28Q: 3 clusters Score -1268750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1268818.500000 Penalty: 3023.359863
	Iteration 29Q: 3 clusters Score -1268818 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1268853.250000 Penalty: 3023.359863
	Iteration 30Q: 3 clusters Score -1268853 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1268882.375000 Penalty: 3023.359863
	Iteration 31Q: 3 clusters Score -1268882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1268910.875000 Penalty: 3023.359863
	Iteration 32Q: 3 clusters Score -1268911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1268937.750000 Penalty: 3023.359863
	Iteration 33Q: 3 clusters Score -1268938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1268963.000000 Penalty: 3023.359863
	Iteration 34Q: 3 clusters Score -1268963 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1268990.250000 Penalty: 3023.359863
	Iteration 35Q: 3 clusters Score -1268990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1269009.500000 Penalty: 3023.359863
	Iteration 36Q: 3 clusters Score -1269010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1269022.625000 Penalty: 3023.359863
	Iteration 37Q: 3 clusters Score -1269023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1269032.125000 Penalty: 3023.359863
	Iteration 38Q: 3 clusters Score -1269032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1269044.875000 Penalty: 3023.359863
	Iteration 39Q: 3 clusters Score -1269045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1269051.375000 Penalty: 3023.359863
	Iteration 40F: 3 clusters Score -1269051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1269058.000000 Penalty: 3023.359863
	Iteration 41Q: 3 clusters Score -1269058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1269058.625000 Penalty: 3023.359863
	Iteration 42Q: 3 clusters Score -1269059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1269058.250000 Penalty: 3023.359863
	Iteration 43Q: 3 clusters Score -1269058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1269060.250000 Penalty: 3023.359863
	Iteration 44Q: 3 clusters Score -1269060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1269062.125000 Penalty: 3023.359863
	Iteration 45Q: 3 clusters Score -1269062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1269062.625000 Penalty: 3023.359863
	Iteration 46Q: 3 clusters Score -1269063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1269062.625000 Penalty: 3023.359863
	Iteration 47Q: 3 clusters Score -1269063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1269062.625000 Penalty: 3023.359863
	Iteration 48F: 3 clusters Score -1269063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Entering Unmasked Estep 
Score: -5323388.500000 Penalty: 1746.085449
	Iteration 0F: 2 clusters Score -5323388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -5292066.500000 Penalty: 3492.170898
	Iteration 0F: 3 clusters Score -5292066 nChanged 21897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -5304734.000000 Penalty: 3492.170898
	Iteration 1F: 3 clusters Score -5304734 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -5305654.000000 Penalty: 3492.170898
	Iteration 2Q: 3 clusters Score -5305654 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -5306981.500000 Penalty: 3492.170898
	Iteration 3F: 3 clusters Score -5306982 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -5308842.000000 Penalty: 3492.170898
	Iteration 4F: 3 clusters Score -5308842 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -5311135.000000 Penalty: 3492.170898
	Iteration 5F: 3 clusters Score -5311135 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -5313861.500000 Penalty: 3492.170898
	Iteration 6F: 3 clusters Score -5313862 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -5316344.000000 Penalty: 3492.170898
	Iteration 7F: 3 clusters Score -5316344 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -5318063.000000 Penalty: 3492.170898
	Iteration 8Q: 3 clusters Score -5318063 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -5318977.000000 Penalty: 3492.170898
	Iteration 9Q: 3 clusters Score -5318977 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -5319610.500000 Penalty: 3492.170898
	Iteration 10Q: 3 clusters Score -5319610 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5320025.500000 Penalty: 3492.170898
	Iteration 11Q: 3 clusters Score -5320026 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -5320273.500000 Penalty: 3492.170898
	Iteration 12Q: 3 clusters Score -5320274 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -5320522.000000 Penalty: 3492.170898
	Iteration 13Q: 3 clusters Score -5320522 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -5320715.500000 Penalty: 3492.170898
	Iteration 14Q: 3 clusters Score -5320716 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -5320842.000000 Penalty: 3492.170898
	Iteration 15Q: 3 clusters Score -5320842 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -5320971.000000 Penalty: 3492.170898
	Iteration 16Q: 3 clusters Score -5320971 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -5321064.000000 Penalty: 3492.170898
	Iteration 17Q: 3 clusters Score -5321064 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -5321157.000000 Penalty: 3492.170898
	Iteration 18Q: 3 clusters Score -5321157 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -5321215.500000 Penalty: 3492.170898
	Iteration 19Q: 3 clusters Score -5321216 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -5321272.500000 Penalty: 3492.170898
	Iteration 20F: 3 clusters Score -5321272 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5321353.000000 Penalty: 3492.170898
	Iteration 21Q: 3 clusters Score -5321353 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -5321385.000000 Penalty: 3492.170898
	Iteration 22Q: 3 clusters Score -5321385 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -5321435.500000 Penalty: 3492.170898
	Iteration 23Q: 3 clusters Score -5321436 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -5321486.000000 Penalty: 3492.170898
	Iteration 24Q: 3 clusters Score -5321486 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -5321527.500000 Penalty: 3492.170898
	Iteration 25Q: 3 clusters Score -5321528 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -5321578.000000 Penalty: 3492.170898
	Iteration 26Q: 3 clusters Score -5321578 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -5321627.500000 Penalty: 3492.170898
	Iteration 27Q: 3 clusters Score -5321628 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -5321673.500000 Penalty: 3492.170898
	Iteration 28Q: 3 clusters Score -5321674 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -5321714.500000 Penalty: 3492.170898
	Iteration 29Q: 3 clusters Score -5321714 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -5321734.500000 Penalty: 3492.170898
	Iteration 30Q: 3 clusters Score -5321734 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -5321779.000000 Penalty: 3492.170898
	Iteration 31Q: 3 clusters Score -5321779 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -5321795.500000 Penalty: 3492.170898
	Iteration 32Q: 3 clusters Score -5321796 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -5321803.000000 Penalty: 3492.170898
	Iteration 33Q: 3 clusters Score -5321803 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -5321816.000000 Penalty: 3492.170898
	Iteration 34Q: 3 clusters Score -5321816 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -5321833.000000 Penalty: 3492.170898
	Iteration 35Q: 3 clusters Score -5321833 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -5321850.500000 Penalty: 3492.170898
	Iteration 36Q: 3 clusters Score -5321850 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -5321864.000000 Penalty: 3492.170898
	Iteration 37Q: 3 clusters Score -5321864 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -5321874.000000 Penalty: 3492.170898
	Iteration 38Q: 3 clusters Score -5321874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -5321893.000000 Penalty: 3492.170898
	Iteration 39Q: 3 clusters Score -5321893 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -5321910.000000 Penalty: 3492.170898
	Iteration 40F: 3 clusters Score -5321910 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -5321909.500000 Penalty: 3492.170898
	Iteration 41Q: 3 clusters Score -5321910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -5321920.000000 Penalty: 3492.170898
	Iteration 42Q: 3 clusters Score -5321920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -5321918.500000 Penalty: 3492.170898
	Iteration 43Q: 3 clusters Score -5321918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -5321942.500000 Penalty: 3492.170898
	Iteration 44Q: 3 clusters Score -5321942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5321945.500000 Penalty: 3492.170898
	Iteration 45Q: 3 clusters Score -5321946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5321956.500000 Penalty: 3492.170898
	Iteration 46Q: 3 clusters Score -5321956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -5321958.000000 Penalty: 3492.170898
	Iteration 47Q: 3 clusters Score -5321958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -5321965.500000 Penalty: 3492.170898
	Iteration 48Q: 3 clusters Score -5321966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -5321972.500000 Penalty: 3492.170898
	Iteration 49Q: 3 clusters Score -5321972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -5321988.500000 Penalty: 3492.170898
	Iteration 50Q: 3 clusters Score -5321988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -5322003.500000 Penalty: 3492.170898
	Iteration 51Q: 3 clusters Score -5322004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -5322000.000000 Penalty: 3492.170898
	Iteration 52Q: 3 clusters Score -5322000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -5322014.000000 Penalty: 3492.170898
	Iteration 53Q: 3 clusters Score -5322014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -5322029.000000 Penalty: 3492.170898
	Iteration 54Q: 3 clusters Score -5322029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -5322035.000000 Penalty: 3492.170898
	Iteration 55Q: 3 clusters Score -5322035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -5322032.000000 Penalty: 3492.170898
	Iteration 56Q: 3 clusters Score -5322032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -5322043.000000 Penalty: 3492.170898
	Iteration 57Q: 3 clusters Score -5322043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -5322054.000000 Penalty: 3492.170898
	Iteration 58Q: 3 clusters Score -5322054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -5322064.500000 Penalty: 3492.170898
	Iteration 59Q: 3 clusters Score -5322064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -5322083.000000 Penalty: 3492.170898
	Iteration 60F: 3 clusters Score -5322083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -5322098.500000 Penalty: 3492.170898
	Iteration 61Q: 3 clusters Score -5322098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -5322097.000000 Penalty: 3492.170898
	Iteration 62Q: 3 clusters Score -5322097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -5322112.500000 Penalty: 3492.170898
	Iteration 63Q: 3 clusters Score -5322112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -5322122.500000 Penalty: 3492.170898
	Iteration 64Q: 3 clusters Score -5322122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -5322128.000000 Penalty: 3492.170898
	Iteration 65Q: 3 clusters Score -5322128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -5322151.000000 Penalty: 3492.170898
	Iteration 66Q: 3 clusters Score -5322151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -5322154.500000 Penalty: 3492.170898
	Iteration 67Q: 3 clusters Score -5322154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -5322166.000000 Penalty: 3492.170898
	Iteration 68Q: 3 clusters Score -5322166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -5322172.500000 Penalty: 3492.170898
	Iteration 69Q: 3 clusters Score -5322172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -5322176.500000 Penalty: 3492.170898
	Iteration 70Q: 3 clusters Score -5322176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -5322183.500000 Penalty: 3492.170898
	Iteration 71Q: 3 clusters Score -5322184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -5322187.500000 Penalty: 3492.170898
	Iteration 72Q: 3 clusters Score -5322188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -5322186.500000 Penalty: 3492.170898
	Iteration 73Q: 3 clusters Score -5322186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -5322191.500000 Penalty: 3492.170898
	Iteration 74Q: 3 clusters Score -5322192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -5322200.000000 Penalty: 3492.170898
	Iteration 75Q: 3 clusters Score -5322200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -5322199.000000 Penalty: 3492.170898
	Iteration 76Q: 3 clusters Score -5322199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -5322204.500000 Penalty: 3492.170898
	Iteration 77Q: 3 clusters Score -5322204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -5322206.500000 Penalty: 3492.170898
	Iteration 78Q: 3 clusters Score -5322206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -5322209.000000 Penalty: 3492.170898
	Iteration 79Q: 3 clusters Score -5322209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -5322206.000000 Penalty: 3492.170898
	Iteration 80F: 3 clusters Score -5322206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -5322205.500000 Penalty: 3492.170898
	Iteration 81Q: 3 clusters Score -5322206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -5322205.500000 Penalty: 3492.170898
	Iteration 82F: 3 clusters Score -5322206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -97713.648438 Penalty: 1116.383667
	Iteration 0F: 2 clusters Score -97713.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -96373.421875 Penalty: 2232.767334
	Iteration 0F: 3 clusters Score -96373.42 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -96807.125000 Penalty: 2232.767334
	Iteration 1F: 3 clusters Score -96807.12 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -96955.687500 Penalty: 2232.767334
	Iteration 2F: 3 clusters Score -96955.69 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -97049.156250 Penalty: 2232.767334
	Iteration 3F: 3 clusters Score -97049.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -97091.875000 Penalty: 2232.767334
	Iteration 4Q: 3 clusters Score -97091.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -97117.578125 Penalty: 2232.767334
	Iteration 5Q: 3 clusters Score -97117.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -97134.921875 Penalty: 2232.767334
	Iteration 6Q: 3 clusters Score -97134.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -97159.585938 Penalty: 2232.767334
	Iteration 7Q: 3 clusters Score -97159.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -97168.570312 Penalty: 2232.767334
	Iteration 8Q: 3 clusters Score -97168.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -97168.718750 Penalty: 2232.767334
	Iteration 9Q: 3 clusters Score -97168.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -97169.914062 Penalty: 2232.767334
	Iteration 10Q: 3 clusters Score -97169.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -97170.046875 Penalty: 2232.767334
	Iteration 11Q: 3 clusters Score -97170.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -97170.046875 Penalty: 2232.767334
	Iteration 12F: 3 clusters Score -97170.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Entering Unmasked Estep 
Score: -4227791.500000 Penalty: 1714.500732
	Iteration 0F: 2 clusters Score -4227792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4202358.000000 Penalty: 3429.001465
	Iteration 0F: 3 clusters Score -4202358 nChanged 17594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -4212088.000000 Penalty: 3429.001465
	Iteration 1F: 3 clusters Score -4212088 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -4212441.000000 Penalty: 3429.001465
	Iteration 2Q: 3 clusters Score -4212441 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -4212762.500000 Penalty: 3429.001465
	Iteration 3Q: 3 clusters Score -4212762 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4213102.000000 Penalty: 3429.001465
	Iteration 4Q: 3 clusters Score -4213102 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -4213518.500000 Penalty: 3429.001465
	Iteration 5Q: 3 clusters Score -4213518 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4214064.500000 Penalty: 3429.001465
	Iteration 6Q: 3 clusters Score -4214064 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -4214993.500000 Penalty: 3429.001465
	Iteration 7Q: 3 clusters Score -4214994 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -4216363.000000 Penalty: 3429.001465
	Iteration 8F: 3 clusters Score -4216363 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -4218276.000000 Penalty: 3429.001465
	Iteration 9F: 3 clusters Score -4218276 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -4220340.000000 Penalty: 3429.001465
	Iteration 10F: 3 clusters Score -4220340 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -4222191.000000 Penalty: 3429.001465
	Iteration 11F: 3 clusters Score -4222191 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -4223547.500000 Penalty: 3429.001465
	Iteration 12Q: 3 clusters Score -4223548 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4224515.000000 Penalty: 3429.001465
	Iteration 13Q: 3 clusters Score -4224515 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4225146.500000 Penalty: 3429.001465
	Iteration 14Q: 3 clusters Score -4225146 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4225516.000000 Penalty: 3429.001465
	Iteration 15Q: 3 clusters Score -4225516 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4225777.500000 Penalty: 3429.001465
	Iteration 16Q: 3 clusters Score -4225778 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4225958.000000 Penalty: 3429.001465
	Iteration 17Q: 3 clusters Score -4225958 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4226065.000000 Penalty: 3429.001465
	Iteration 18Q: 3 clusters Score -4226065 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4226132.000000 Penalty: 3429.001465
	Iteration 19Q: 3 clusters Score -4226132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4226183.000000 Penalty: 3429.001465
	Iteration 20F: 3 clusters Score -4226183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4226207.000000 Penalty: 3429.001465
	Iteration 21Q: 3 clusters Score -4226207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4226226.500000 Penalty: 3429.001465
	Iteration 22Q: 3 clusters Score -4226226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4226241.500000 Penalty: 3429.001465
	Iteration 23Q: 3 clusters Score -4226242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4226252.000000 Penalty: 3429.001465
	Iteration 24Q: 3 clusters Score -4226252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4226262.000000 Penalty: 3429.001465
	Iteration 25Q: 3 clusters Score -4226262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4226266.000000 Penalty: 3429.001465
	Iteration 26Q: 3 clusters Score -4226266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4226273.000000 Penalty: 3429.001465
	Iteration 27Q: 3 clusters Score -4226273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4226281.500000 Penalty: 3429.001465
	Iteration 28Q: 3 clusters Score -4226282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4226286.500000 Penalty: 3429.001465
	Iteration 29Q: 3 clusters Score -4226286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4226294.000000 Penalty: 3429.001465
	Iteration 30Q: 3 clusters Score -4226294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4226295.000000 Penalty: 3429.001465
	Iteration 31Q: 3 clusters Score -4226295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4226299.000000 Penalty: 3429.001465
	Iteration 32Q: 3 clusters Score -4226299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4226309.500000 Penalty: 3429.001465
	Iteration 33Q: 3 clusters Score -4226310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4226319.000000 Penalty: 3429.001465
	Iteration 34Q: 3 clusters Score -4226319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4226323.500000 Penalty: 3429.001465
	Iteration 35Q: 3 clusters Score -4226324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4226335.500000 Penalty: 3429.001465
	Iteration 36Q: 3 clusters Score -4226336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4226342.500000 Penalty: 3429.001465
	Iteration 37Q: 3 clusters Score -4226342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4226344.000000 Penalty: 3429.001465
	Iteration 38Q: 3 clusters Score -4226344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4226346.500000 Penalty: 3429.001465
	Iteration 39Q: 3 clusters Score -4226346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4226346.000000 Penalty: 3429.001465
	Iteration 40F: 3 clusters Score -4226346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Entering Unmasked Estep 
Score: -2112424.500000 Penalty: 1594.934937
	Iteration 0F: 2 clusters Score -2112424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2099964.250000 Penalty: 3189.869873
	Iteration 0F: 3 clusters Score -2099964 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2104483.250000 Penalty: 3189.869873
	Iteration 1F: 3 clusters Score -2104483 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2104839.500000 Penalty: 3189.869873
	Iteration 2F: 3 clusters Score -2104840 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2105202.250000 Penalty: 3189.869873
	Iteration 3Q: 3 clusters Score -2105202 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2105588.750000 Penalty: 3189.869873
	Iteration 4Q: 3 clusters Score -2105589 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2106046.750000 Penalty: 3189.869873
	Iteration 5Q: 3 clusters Score -2106047 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2106610.000000 Penalty: 3189.869873
	Iteration 6F: 3 clusters Score -2106610 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2107265.500000 Penalty: 3189.869873
	Iteration 7F: 3 clusters Score -2107266 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2108016.250000 Penalty: 3189.869873
	Iteration 8F: 3 clusters Score -2108016 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2108719.000000 Penalty: 3189.869873
	Iteration 9Q: 3 clusters Score -2108719 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2109251.500000 Penalty: 3189.869873
	Iteration 10Q: 3 clusters Score -2109252 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2109602.750000 Penalty: 3189.869873
	Iteration 11Q: 3 clusters Score -2109603 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2109842.500000 Penalty: 3189.869873
	Iteration 12Q: 3 clusters Score -2109842 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2110031.500000 Penalty: 3189.869873
	Iteration 13Q: 3 clusters Score -2110032 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2110182.750000 Penalty: 3189.869873
	Iteration 14Q: 3 clusters Score -2110183 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2110302.500000 Penalty: 3189.869873
	Iteration 15Q: 3 clusters Score -2110302 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2110379.500000 Penalty: 3189.869873
	Iteration 16Q: 3 clusters Score -2110380 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2110449.750000 Penalty: 3189.869873
	Iteration 17Q: 3 clusters Score -2110450 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2110513.250000 Penalty: 3189.869873
	Iteration 18Q: 3 clusters Score -2110513 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2110567.250000 Penalty: 3189.869873
	Iteration 19Q: 3 clusters Score -2110567 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2110601.500000 Penalty: 3189.869873
	Iteration 20F: 3 clusters Score -2110602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2110655.500000 Penalty: 3189.869873
	Iteration 21Q: 3 clusters Score -2110656 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2110692.000000 Penalty: 3189.869873
	Iteration 22Q: 3 clusters Score -2110692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2110733.000000 Penalty: 3189.869873
	Iteration 23Q: 3 clusters Score -2110733 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2110773.500000 Penalty: 3189.869873
	Iteration 24Q: 3 clusters Score -2110774 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2110808.000000 Penalty: 3189.869873
	Iteration 25Q: 3 clusters Score -2110808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2110835.750000 Penalty: 3189.869873
	Iteration 26Q: 3 clusters Score -2110836 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2110869.250000 Penalty: 3189.869873
	Iteration 27Q: 3 clusters Score -2110869 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2110914.250000 Penalty: 3189.869873
	Iteration 28Q: 3 clusters Score -2110914 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2110935.000000 Penalty: 3189.869873
	Iteration 29Q: 3 clusters Score -2110935 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2110952.000000 Penalty: 3189.869873
	Iteration 30Q: 3 clusters Score -2110952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2110970.250000 Penalty: 3189.869873
	Iteration 31Q: 3 clusters Score -2110970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2110993.000000 Penalty: 3189.869873
	Iteration 32Q: 3 clusters Score -2110993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2111015.500000 Penalty: 3189.869873
	Iteration 33Q: 3 clusters Score -2111016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2111030.000000 Penalty: 3189.869873
	Iteration 34Q: 3 clusters Score -2111030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2111047.750000 Penalty: 3189.869873
	Iteration 35Q: 3 clusters Score -2111048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2111058.750000 Penalty: 3189.869873
	Iteration 36Q: 3 clusters Score -2111059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2111063.250000 Penalty: 3189.869873
	Iteration 37Q: 3 clusters Score -2111063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2111073.000000 Penalty: 3189.869873
	Iteration 38Q: 3 clusters Score -2111073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2111080.000000 Penalty: 3189.869873
	Iteration 39Q: 3 clusters Score -2111080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2111088.750000 Penalty: 3189.869873
	Iteration 40F: 3 clusters Score -2111089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2111102.500000 Penalty: 3189.869873
	Iteration 41Q: 3 clusters Score -2111102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2111107.500000 Penalty: 3189.869873
	Iteration 42Q: 3 clusters Score -2111108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2111114.250000 Penalty: 3189.869873
	Iteration 43Q: 3 clusters Score -2111114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2111120.250000 Penalty: 3189.869873
	Iteration 44Q: 3 clusters Score -2111120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2111121.000000 Penalty: 3189.869873
	Iteration 45Q: 3 clusters Score -2111121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2111128.750000 Penalty: 3189.869873
	Iteration 46Q: 3 clusters Score -2111129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2111131.000000 Penalty: 3189.869873
	Iteration 47Q: 3 clusters Score -2111131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2111132.000000 Penalty: 3189.869873
	Iteration 48Q: 3 clusters Score -2111132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2111135.000000 Penalty: 3189.869873
	Iteration 49Q: 3 clusters Score -2111135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2111134.000000 Penalty: 3189.869873
	Iteration 50Q: 3 clusters Score -2111134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2111135.500000 Penalty: 3189.869873
	Iteration 51Q: 3 clusters Score -2111136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2111134.500000 Penalty: 3189.869873
	Iteration 52Q: 3 clusters Score -2111134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2111137.250000 Penalty: 3189.869873
	Iteration 53Q: 3 clusters Score -2111137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2111141.500000 Penalty: 3189.869873
	Iteration 54Q: 3 clusters Score -2111142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2111138.750000 Penalty: 3189.869873
	Iteration 55Q: 3 clusters Score -2111139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2111139.500000 Penalty: 3189.869873
	Iteration 56Q: 3 clusters Score -2111140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2111139.500000 Penalty: 3189.869873
	Iteration 57F: 3 clusters Score -2111140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -421320.125000 Penalty: 1336.121338
	Iteration 0F: 2 clusters Score -421320.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -418155.468750 Penalty: 2672.242676
	Iteration 0F: 3 clusters Score -418155.5 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -418912.343750 Penalty: 2672.242676
	Iteration 1F: 3 clusters Score -418912.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -419052.125000 Penalty: 2672.242676
	Iteration 2F: 3 clusters Score -419052.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -419150.843750 Penalty: 2672.242676
	Iteration 3F: 3 clusters Score -419150.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -419221.437500 Penalty: 2672.242676
	Iteration 4Q: 3 clusters Score -419221.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -419278.906250 Penalty: 2672.242676
	Iteration 5Q: 3 clusters Score -419278.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -419329.343750 Penalty: 2672.242676
	Iteration 6Q: 3 clusters Score -419329.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -419384.125000 Penalty: 2672.242676
	Iteration 7Q: 3 clusters Score -419384.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -419438.500000 Penalty: 2672.242676
	Iteration 8Q: 3 clusters Score -419438.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -419471.562500 Penalty: 2672.242676
	Iteration 9Q: 3 clusters Score -419471.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -419500.500000 Penalty: 2672.242676
	Iteration 10Q: 3 clusters Score -419500.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -419520.968750 Penalty: 2672.242676
	Iteration 11Q: 3 clusters Score -419521 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -419541.000000 Penalty: 2672.242676
	Iteration 12Q: 3 clusters Score -419541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -419553.281250 Penalty: 2672.242676
	Iteration 13Q: 3 clusters Score -419553.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -419565.125000 Penalty: 2672.242676
	Iteration 14Q: 3 clusters Score -419565.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -419582.562500 Penalty: 2672.242676
	Iteration 15Q: 3 clusters Score -419582.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -419611.000000 Penalty: 2672.242676
	Iteration 16Q: 3 clusters Score -419611 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -419626.406250 Penalty: 2672.242676
	Iteration 17Q: 3 clusters Score -419626.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -419639.812500 Penalty: 2672.242676
	Iteration 18Q: 3 clusters Score -419639.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -419659.500000 Penalty: 2672.242676
	Iteration 19Q: 3 clusters Score -419659.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -419681.093750 Penalty: 2672.242676
	Iteration 20F: 3 clusters Score -419681.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -419704.375000 Penalty: 2672.242676
	Iteration 21Q: 3 clusters Score -419704.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -419724.093750 Penalty: 2672.242676
	Iteration 22Q: 3 clusters Score -419724.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -419743.343750 Penalty: 2672.242676
	Iteration 23Q: 3 clusters Score -419743.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -419761.781250 Penalty: 2672.242676
	Iteration 24Q: 3 clusters Score -419761.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -419778.843750 Penalty: 2672.242676
	Iteration 25Q: 3 clusters Score -419778.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -419799.750000 Penalty: 2672.242676
	Iteration 26Q: 3 clusters Score -419799.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -419828.593750 Penalty: 2672.242676
	Iteration 27Q: 3 clusters Score -419828.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -419861.406250 Penalty: 2672.242676
	Iteration 28Q: 3 clusters Score -419861.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -419895.562500 Penalty: 2672.242676
	Iteration 29Q: 3 clusters Score -419895.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -419929.406250 Penalty: 2672.242676
	Iteration 30Q: 3 clusters Score -419929.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -419990.093750 Penalty: 2672.242676
	Iteration 31Q: 3 clusters Score -419990.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -420064.062500 Penalty: 2672.242676
	Iteration 32Q: 3 clusters Score -420064.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -420144.406250 Penalty: 2672.242676
	Iteration 33Q: 3 clusters Score -420144.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -420225.625000 Penalty: 2672.242676
	Iteration 34Q: 3 clusters Score -420225.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -420304.625000 Penalty: 2672.242676
	Iteration 35Q: 3 clusters Score -420304.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -420360.468750 Penalty: 2672.242676
	Iteration 36Q: 3 clusters Score -420360.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -420403.625000 Penalty: 2672.242676
	Iteration 37Q: 3 clusters Score -420403.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -420436.343750 Penalty: 2672.242676
	Iteration 38Q: 3 clusters Score -420436.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -420459.656250 Penalty: 2672.242676
	Iteration 39Q: 3 clusters Score -420459.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -420478.625000 Penalty: 2672.242676
	Iteration 40F: 3 clusters Score -420478.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -420489.531250 Penalty: 2672.242676
	Iteration 41Q: 3 clusters Score -420489.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -420500.093750 Penalty: 2672.242676
	Iteration 42Q: 3 clusters Score -420500.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -420511.343750 Penalty: 2672.242676
	Iteration 43Q: 3 clusters Score -420511.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -420520.843750 Penalty: 2672.242676
	Iteration 44Q: 3 clusters Score -420520.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -420529.687500 Penalty: 2672.242676
	Iteration 45Q: 3 clusters Score -420529.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -420537.687500 Penalty: 2672.242676
	Iteration 46Q: 3 clusters Score -420537.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -420544.812500 Penalty: 2672.242676
	Iteration 47Q: 3 clusters Score -420544.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -420548.718750 Penalty: 2672.242676
	Iteration 48Q: 3 clusters Score -420548.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -420551.187500 Penalty: 2672.242676
	Iteration 49Q: 3 clusters Score -420551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -420554.250000 Penalty: 2672.242676
	Iteration 50Q: 3 clusters Score -420554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -420555.625000 Penalty: 2672.242676
	Iteration 51Q: 3 clusters Score -420555.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -420558.812500 Penalty: 2672.242676
	Iteration 52Q: 3 clusters Score -420558.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -420560.062500 Penalty: 2672.242676
	Iteration 53Q: 3 clusters Score -420560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -420561.937500 Penalty: 2672.242676
	Iteration 54Q: 3 clusters Score -420561.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -420564.312500 Penalty: 2672.242676
	Iteration 55Q: 3 clusters Score -420564.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -420567.812500 Penalty: 2672.242676
	Iteration 56Q: 3 clusters Score -420567.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -420570.562500 Penalty: 2672.242676
	Iteration 57Q: 3 clusters Score -420570.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -420572.500000 Penalty: 2672.242676
	Iteration 58Q: 3 clusters Score -420572.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -420576.375000 Penalty: 2672.242676
	Iteration 59Q: 3 clusters Score -420576.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -420578.281250 Penalty: 2672.242676
	Iteration 60F: 3 clusters Score -420578.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -420582.531250 Penalty: 2672.242676
	Iteration 61Q: 3 clusters Score -420582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -420585.031250 Penalty: 2672.242676
	Iteration 62Q: 3 clusters Score -420585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -420589.375000 Penalty: 2672.242676
	Iteration 63Q: 3 clusters Score -420589.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -420590.187500 Penalty: 2672.242676
	Iteration 64Q: 3 clusters Score -420590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -420591.250000 Penalty: 2672.242676
	Iteration 65Q: 3 clusters Score -420591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -420591.250000 Penalty: 2672.242676
	Iteration 66F: 3 clusters Score -420591.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (94745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94745 members 
Entering Unmasked Estep 
Score: -10930185.000000 Penalty: 1862.078491
	Iteration 0F: 2 clusters Score -1.093018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -10868513.000000 Penalty: 3724.156982
	Iteration 0F: 3 clusters Score -1.086851e+07 nChanged 45001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -10894554.000000 Penalty: 3724.156982
	Iteration 1F: 3 clusters Score -1.089455e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -10895132.000000 Penalty: 3724.156982
	Iteration 2Q: 3 clusters Score -1.089513e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -10895920.000000 Penalty: 3724.156982
	Iteration 3Q: 3 clusters Score -1.089592e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -10896806.000000 Penalty: 3724.156982
	Iteration 4Q: 3 clusters Score -1.089681e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -10897939.000000 Penalty: 3724.156982
	Iteration 5Q: 3 clusters Score -1.089794e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -10899275.000000 Penalty: 3724.156982
	Iteration 6Q: 3 clusters Score -1.089928e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -10901151.000000 Penalty: 3724.156982
	Iteration 7Q: 3 clusters Score -1.090115e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -10903847.000000 Penalty: 3724.156982
	Iteration 8F: 3 clusters Score -1.090385e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -10907508.000000 Penalty: 3724.156982
	Iteration 9F: 3 clusters Score -1.090751e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 63419 members 
Entering Unmasked Estep 
Score: -10911813.000000 Penalty: 3724.156982
	Iteration 10F: 3 clusters Score -1.091181e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -10915523.000000 Penalty: 3724.156982
	Iteration 11F: 3 clusters Score -1.091552e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 68632 members 
Entering Unmasked Estep 
Score: -10917599.000000 Penalty: 3724.156982
	Iteration 12Q: 3 clusters Score -1.09176e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
Score: -10918773.000000 Penalty: 3724.156982
	Iteration 13Q: 3 clusters Score -1.091877e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -10919633.000000 Penalty: 3724.156982
	Iteration 14Q: 3 clusters Score -1.091963e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 74515 members 
Entering Unmasked Estep 
Score: -10920509.000000 Penalty: 3724.156982
	Iteration 15Q: 3 clusters Score -1.092051e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -10921348.000000 Penalty: 3724.156982
	Iteration 16Q: 3 clusters Score -1.092135e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -10922181.000000 Penalty: 3724.156982
	Iteration 17Q: 3 clusters Score -1.092218e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 80003 members 
Entering Unmasked Estep 
Score: -10922977.000000 Penalty: 3724.156982
	Iteration 18Q: 3 clusters Score -1.092298e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 81551 members 
Entering Unmasked Estep 
Score: -10923647.000000 Penalty: 3724.156982
	Iteration 19Q: 3 clusters Score -1.092365e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 82948 members 
Entering Unmasked Estep 
Score: -10924286.000000 Penalty: 3724.156982
	Iteration 20F: 3 clusters Score -1.092429e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -10924929.000000 Penalty: 3724.156982
	Iteration 21Q: 3 clusters Score -1.092493e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -10925435.000000 Penalty: 3724.156982
	Iteration 22Q: 3 clusters Score -1.092544e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -10925851.000000 Penalty: 3724.156982
	Iteration 23Q: 3 clusters Score -1.092585e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 87489 members 
Entering Unmasked Estep 
Score: -10926294.000000 Penalty: 3724.156982
	Iteration 24Q: 3 clusters Score -1.092629e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -10926680.000000 Penalty: 3724.156982
	Iteration 25Q: 3 clusters Score -1.092668e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -10926978.000000 Penalty: 3724.156982
	Iteration 26Q: 3 clusters Score -1.092698e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 89699 members 
Entering Unmasked Estep 
Score: -10927179.000000 Penalty: 3724.156982
	Iteration 27Q: 3 clusters Score -1.092718e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 90240 members 
Entering Unmasked Estep 
Score: -10927423.000000 Penalty: 3724.156982
	Iteration 28Q: 3 clusters Score -1.092742e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 90676 members 
Entering Unmasked Estep 
Score: -10927612.000000 Penalty: 3724.156982
	Iteration 29Q: 3 clusters Score -1.092761e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
Score: -10927740.000000 Penalty: 3724.156982
	Iteration 30Q: 3 clusters Score -1.092774e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 91360 members 
Entering Unmasked Estep 
Score: -10927876.000000 Penalty: 3724.156982
	Iteration 31Q: 3 clusters Score -1.092788e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -10927980.000000 Penalty: 3724.156982
	Iteration 32Q: 3 clusters Score -1.092798e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 91864 members 
Entering Unmasked Estep 
Score: -10928055.000000 Penalty: 3724.156982
	Iteration 33Q: 3 clusters Score -1.092806e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -10928161.000000 Penalty: 3724.156982
	Iteration 34Q: 3 clusters Score -1.092816e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 92236 members 
Entering Unmasked Estep 
Score: -10928203.000000 Penalty: 3724.156982
	Iteration 35Q: 3 clusters Score -1.09282e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -10928246.000000 Penalty: 3724.156982
	Iteration 36Q: 3 clusters Score -1.092825e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 92500 members 
Entering Unmasked Estep 
Score: -10928284.000000 Penalty: 3724.156982
	Iteration 37Q: 3 clusters Score -1.092828e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 92625 members 
Entering Unmasked Estep 
Score: -10928325.000000 Penalty: 3724.156982
	Iteration 38Q: 3 clusters Score -1.092832e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 92725 members 
Entering Unmasked Estep 
Score: -10928365.000000 Penalty: 3724.156982
	Iteration 39Q: 3 clusters Score -1.092836e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 92815 members 
Entering Unmasked Estep 
Score: -10928395.000000 Penalty: 3724.156982
	Iteration 40F: 3 clusters Score -1.09284e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 92913 members 
Entering Unmasked Estep 
Score: -10928440.000000 Penalty: 3724.156982
	Iteration 41Q: 3 clusters Score -1.092844e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
Score: -10928471.000000 Penalty: 3724.156982
	Iteration 42Q: 3 clusters Score -1.092847e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -10928494.000000 Penalty: 3724.156982
	Iteration 43Q: 3 clusters Score -1.092849e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 93141 members 
Entering Unmasked Estep 
Score: -10928521.000000 Penalty: 3724.156982
	Iteration 44Q: 3 clusters Score -1.092852e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 93196 members 
Entering Unmasked Estep 
Score: -10928552.000000 Penalty: 3724.156982
	Iteration 45Q: 3 clusters Score -1.092855e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -10928554.000000 Penalty: 3724.156982
	Iteration 46Q: 3 clusters Score -1.092855e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 93281 members 
Entering Unmasked Estep 
Score: -10928582.000000 Penalty: 3724.156982
	Iteration 47Q: 3 clusters Score -1.092858e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 93318 members 
Entering Unmasked Estep 
Score: -10928611.000000 Penalty: 3724.156982
	Iteration 48Q: 3 clusters Score -1.092861e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 93354 members 
Entering Unmasked Estep 
Score: -10928626.000000 Penalty: 3724.156982
	Iteration 49Q: 3 clusters Score -1.092863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 93375 members 
Entering Unmasked Estep 
Score: -10928632.000000 Penalty: 3724.156982
	Iteration 50Q: 3 clusters Score -1.092863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 93401 members 
Entering Unmasked Estep 
Score: -10928660.000000 Penalty: 3724.156982
	Iteration 51Q: 3 clusters Score -1.092866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -10928673.000000 Penalty: 3724.156982
	Iteration 52Q: 3 clusters Score -1.092867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 93433 members 
Entering Unmasked Estep 
Score: -10928679.000000 Penalty: 3724.156982
	Iteration 53Q: 3 clusters Score -1.092868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 93444 members 
Entering Unmasked Estep 
Score: -10928677.000000 Penalty: 3724.156982
	Iteration 54Q: 3 clusters Score -1.092868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -10928671.000000 Penalty: 3724.156982
	Iteration 55Q: 3 clusters Score -1.092867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -10928674.000000 Penalty: 3724.156982
	Iteration 56Q: 3 clusters Score -1.092867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -10928684.000000 Penalty: 3724.156982
	Iteration 57Q: 3 clusters Score -1.092868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -10928682.000000 Penalty: 3724.156982
	Iteration 58Q: 3 clusters Score -1.092868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -10928692.000000 Penalty: 3724.156982
	Iteration 59Q: 3 clusters Score -1.092869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -10928691.000000 Penalty: 3724.156982
	Iteration 60F: 3 clusters Score -1.092869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -10928693.000000 Penalty: 3724.156982
	Iteration 61Q: 3 clusters Score -1.092869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -10928692.000000 Penalty: 3724.156982
	Iteration 62Q: 3 clusters Score -1.092869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -10928688.000000 Penalty: 3724.156982
	Iteration 63Q: 3 clusters Score -1.092869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 93528 members 
Entering Unmasked Estep 
Score: -10928690.000000 Penalty: 3724.156982
	Iteration 64Q: 3 clusters Score -1.092869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 93532 members 
Entering Unmasked Estep 
Score: -10928699.000000 Penalty: 3724.156982
	Iteration 65Q: 3 clusters Score -1.09287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 93533 members 
Entering Unmasked Estep 
Score: -10928693.000000 Penalty: 3724.156982
	Iteration 66Q: 3 clusters Score -1.092869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 93533 members 
Entering Unmasked Estep 
Score: -10928693.000000 Penalty: 3724.156982
	Iteration 67F: 3 clusters Score -1.092869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Entering Unmasked Estep 
Score: -1199487.875000 Penalty: 1504.964233
	Iteration 0F: 2 clusters Score -1199488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1191989.125000 Penalty: 3009.928467
	Iteration 0F: 3 clusters Score -1191989 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1194367.625000 Penalty: 3009.928467
	Iteration 1F: 3 clusters Score -1194368 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1194575.125000 Penalty: 3009.928467
	Iteration 2F: 3 clusters Score -1194575 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1194754.625000 Penalty: 3009.928467
	Iteration 3Q: 3 clusters Score -1194755 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1194956.875000 Penalty: 3009.928467
	Iteration 4Q: 3 clusters Score -1194957 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1195170.375000 Penalty: 3009.928467
	Iteration 5Q: 3 clusters Score -1195170 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1195420.375000 Penalty: 3009.928467
	Iteration 6Q: 3 clusters Score -1195420 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1195722.375000 Penalty: 3009.928467
	Iteration 7Q: 3 clusters Score -1195722 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1196079.500000 Penalty: 3009.928467
	Iteration 8F: 3 clusters Score -1196080 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1196523.250000 Penalty: 3009.928467
	Iteration 9F: 3 clusters Score -1196523 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1196992.875000 Penalty: 3009.928467
	Iteration 10F: 3 clusters Score -1196993 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1197453.750000 Penalty: 3009.928467
	Iteration 11F: 3 clusters Score -1197454 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1197770.625000 Penalty: 3009.928467
	Iteration 12Q: 3 clusters Score -1197771 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1197940.125000 Penalty: 3009.928467
	Iteration 13Q: 3 clusters Score -1197940 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1198002.625000 Penalty: 3009.928467
	Iteration 14Q: 3 clusters Score -1198003 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1198037.000000 Penalty: 3009.928467
	Iteration 15Q: 3 clusters Score -1198037 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1198066.000000 Penalty: 3009.928467
	Iteration 16Q: 3 clusters Score -1198066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1198086.000000 Penalty: 3009.928467
	Iteration 17Q: 3 clusters Score -1198086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1198100.000000 Penalty: 3009.928467
	Iteration 18Q: 3 clusters Score -1198100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1198112.125000 Penalty: 3009.928467
	Iteration 19Q: 3 clusters Score -1198112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1198113.750000 Penalty: 3009.928467
	Iteration 20F: 3 clusters Score -1198114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1198120.625000 Penalty: 3009.928467
	Iteration 21Q: 3 clusters Score -1198121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1198119.125000 Penalty: 3009.928467
	Iteration 22Q: 3 clusters Score -1198119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1198121.500000 Penalty: 3009.928467
	Iteration 23Q: 3 clusters Score -1198122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1198124.250000 Penalty: 3009.928467
	Iteration 24Q: 3 clusters Score -1198124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1198124.375000 Penalty: 3009.928467
	Iteration 25Q: 3 clusters Score -1198124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1198125.375000 Penalty: 3009.928467
	Iteration 26Q: 3 clusters Score -1198125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1198126.000000 Penalty: 3009.928467
	Iteration 27Q: 3 clusters Score -1198126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1198128.000000 Penalty: 3009.928467
	Iteration 28Q: 3 clusters Score -1198128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1198126.250000 Penalty: 3009.928467
	Iteration 29Q: 3 clusters Score -1198126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1198129.375000 Penalty: 3009.928467
	Iteration 30Q: 3 clusters Score -1198129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1198129.625000 Penalty: 3009.928467
	Iteration 31Q: 3 clusters Score -1198130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1198130.500000 Penalty: 3009.928467
	Iteration 32Q: 3 clusters Score -1198130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1198129.875000 Penalty: 3009.928467
	Iteration 33Q: 3 clusters Score -1198130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1198131.875000 Penalty: 3009.928467
	Iteration 34Q: 3 clusters Score -1198132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1198131.375000 Penalty: 3009.928467
	Iteration 35Q: 3 clusters Score -1198131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1198131.750000 Penalty: 3009.928467
	Iteration 36Q: 3 clusters Score -1198132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1198131.750000 Penalty: 3009.928467
	Iteration 37Q: 3 clusters Score -1198132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1198131.750000 Penalty: 3009.928467
	Iteration 38F: 3 clusters Score -1198132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -332929.500000 Penalty: 1305.574829
	Iteration 0F: 2 clusters Score -332929.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -330125.093750 Penalty: 2611.149658
	Iteration 0F: 3 clusters Score -330125.1 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -330846.812500 Penalty: 2611.149658
	Iteration 1F: 3 clusters Score -330846.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -331011.625000 Penalty: 2611.149658
	Iteration 2F: 3 clusters Score -331011.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -331136.531250 Penalty: 2611.149658
	Iteration 3F: 3 clusters Score -331136.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -331295.968750 Penalty: 2611.149658
	Iteration 4F: 3 clusters Score -331296 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -331526.875000 Penalty: 2611.149658
	Iteration 5F: 3 clusters Score -331526.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -331794.000000 Penalty: 2611.149658
	Iteration 6F: 3 clusters Score -331794 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -332063.843750 Penalty: 2611.149658
	Iteration 7F: 3 clusters Score -332063.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -332328.218750 Penalty: 2611.149658
	Iteration 8F: 3 clusters Score -332328.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -332545.875000 Penalty: 2611.149658
	Iteration 9F: 3 clusters Score -332545.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -332681.437500 Penalty: 2611.149658
	Iteration 10Q: 3 clusters Score -332681.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -332766.968750 Penalty: 2611.149658
	Iteration 11Q: 3 clusters Score -332767 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -332815.406250 Penalty: 2611.149658
	Iteration 12Q: 3 clusters Score -332815.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -332825.312500 Penalty: 2611.149658
	Iteration 13Q: 3 clusters Score -332825.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -332833.218750 Penalty: 2611.149658
	Iteration 14Q: 3 clusters Score -332833.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -332836.468750 Penalty: 2611.149658
	Iteration 15Q: 3 clusters Score -332836.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -332837.843750 Penalty: 2611.149658
	Iteration 16Q: 3 clusters Score -332837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -332837.531250 Penalty: 2611.149658
	Iteration 17Q: 3 clusters Score -332837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -332837.250000 Penalty: 2611.149658
	Iteration 18Q: 3 clusters Score -332837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -332837.906250 Penalty: 2611.149658
	Iteration 19Q: 3 clusters Score -332837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -332837.906250 Penalty: 2611.149658
	Iteration 20F: 3 clusters Score -332837.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -357926.156250 Penalty: 1318.723511
	Iteration 0F: 2 clusters Score -357926.2 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 1678 members 
Entering Unmasked Estep 
Score: -355006.968750 Penalty: 2637.447021
	Iteration 0F: 3 clusters Score -355007 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -355863.500000 Penalty: 2637.447021
	Iteration 1F: 3 clusters Score -355863.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -356138.750000 Penalty: 2637.447021
	Iteration 2F: 3 clusters Score -356138.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -356352.875000 Penalty: 2637.447021
	Iteration 3F: 3 clusters Score -356352.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -356572.656250 Penalty: 2637.447021
	Iteration 4F: 3 clusters Score -356572.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -356724.656250 Penalty: 2637.447021
	Iteration 5F: 3 clusters Score -356724.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -356853.156250 Penalty: 2637.447021
	Iteration 6Q: 3 clusters Score -356853.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -356966.812500 Penalty: 2637.447021
	Iteration 7Q: 3 clusters Score -356966.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -357039.218750 Penalty: 2637.447021
	Iteration 8Q: 3 clusters Score -357039.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -357100.000000 Penalty: 2637.447021
	Iteration 9Q: 3 clusters Score -357100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -357140.906250 Penalty: 2637.447021
	Iteration 10Q: 3 clusters Score -357140.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -357185.156250 Penalty: 2637.447021
	Iteration 11Q: 3 clusters Score -357185.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -357221.156250 Penalty: 2637.447021
	Iteration 12Q: 3 clusters Score -357221.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -357250.125000 Penalty: 2637.447021
	Iteration 13Q: 3 clusters Score -357250.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -357269.656250 Penalty: 2637.447021
	Iteration 14Q: 3 clusters Score -357269.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -357291.062500 Penalty: 2637.447021
	Iteration 15Q: 3 clusters Score -357291.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -357309.343750 Penalty: 2637.447021
	Iteration 16Q: 3 clusters Score -357309.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -357327.281250 Penalty: 2637.447021
	Iteration 17Q: 3 clusters Score -357327.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -357343.031250 Penalty: 2637.447021
	Iteration 18Q: 3 clusters Score -357343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -357355.625000 Penalty: 2637.447021
	Iteration 19Q: 3 clusters Score -357355.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -357367.250000 Penalty: 2637.447021
	Iteration 20F: 3 clusters Score -357367.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -357376.093750 Penalty: 2637.447021
	Iteration 21Q: 3 clusters Score -357376.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -357383.343750 Penalty: 2637.447021
	Iteration 22Q: 3 clusters Score -357383.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -357390.093750 Penalty: 2637.447021
	Iteration 23Q: 3 clusters Score -357390.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -357395.187500 Penalty: 2637.447021
	Iteration 24Q: 3 clusters Score -357395.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -357401.500000 Penalty: 2637.447021
	Iteration 25Q: 3 clusters Score -357401.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -357407.156250 Penalty: 2637.447021
	Iteration 26Q: 3 clusters Score -357407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -357412.500000 Penalty: 2637.447021
	Iteration 27Q: 3 clusters Score -357412.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -357415.000000 Penalty: 2637.447021
	Iteration 28Q: 3 clusters Score -357415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -357417.125000 Penalty: 2637.447021
	Iteration 29Q: 3 clusters Score -357417.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -357418.656250 Penalty: 2637.447021
	Iteration 30Q: 3 clusters Score -357418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -357420.843750 Penalty: 2637.447021
	Iteration 31Q: 3 clusters Score -357420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -357424.531250 Penalty: 2637.447021
	Iteration 32Q: 3 clusters Score -357424.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -357425.375000 Penalty: 2637.447021
	Iteration 33Q: 3 clusters Score -357425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -357425.718750 Penalty: 2637.447021
	Iteration 34F: 3 clusters Score -357425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -357426.687500 Penalty: 2637.447021
	Iteration 35Q: 3 clusters Score -357426.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -357434.062500 Penalty: 2637.447021
	Iteration 36Q: 3 clusters Score -357434.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -357442.625000 Penalty: 2637.447021
	Iteration 37Q: 3 clusters Score -357442.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -357448.531250 Penalty: 2637.447021
	Iteration 38Q: 3 clusters Score -357448.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -357451.406250 Penalty: 2637.447021
	Iteration 39Q: 3 clusters Score -357451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -357453.218750 Penalty: 2637.447021
	Iteration 40F: 3 clusters Score -357453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -357453.843750 Penalty: 2637.447021
	Iteration 41Q: 3 clusters Score -357453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -357454.593750 Penalty: 2637.447021
	Iteration 42Q: 3 clusters Score -357454.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -357455.000000 Penalty: 2637.447021
	Iteration 43Q: 3 clusters Score -357455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -357455.000000 Penalty: 2637.447021
	Iteration 44F: 3 clusters Score -357455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Entering Unmasked Estep 
Score: -463569.812500 Penalty: 1347.498535
	Iteration 0F: 2 clusters Score -463569.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -460186.312500 Penalty: 2694.997070
	Iteration 0F: 3 clusters Score -460186.3 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -461070.187500 Penalty: 2694.997070
	Iteration 1F: 3 clusters Score -461070.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -461262.906250 Penalty: 2694.997070
	Iteration 2F: 3 clusters Score -461262.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -461378.718750 Penalty: 2694.997070
	Iteration 3F: 3 clusters Score -461378.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -461441.093750 Penalty: 2694.997070
	Iteration 4Q: 3 clusters Score -461441.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -461490.375000 Penalty: 2694.997070
	Iteration 5Q: 3 clusters Score -461490.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -461528.531250 Penalty: 2694.997070
	Iteration 6Q: 3 clusters Score -461528.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -461567.312500 Penalty: 2694.997070
	Iteration 7Q: 3 clusters Score -461567.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -461604.468750 Penalty: 2694.997070
	Iteration 8Q: 3 clusters Score -461604.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -461656.750000 Penalty: 2694.997070
	Iteration 9Q: 3 clusters Score -461656.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -461717.437500 Penalty: 2694.997070
	Iteration 10Q: 3 clusters Score -461717.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -461780.687500 Penalty: 2694.997070
	Iteration 11Q: 3 clusters Score -461780.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -461838.312500 Penalty: 2694.997070
	Iteration 12Q: 3 clusters Score -461838.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -461881.375000 Penalty: 2694.997070
	Iteration 13Q: 3 clusters Score -461881.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -461923.093750 Penalty: 2694.997070
	Iteration 14Q: 3 clusters Score -461923.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -461984.937500 Penalty: 2694.997070
	Iteration 15Q: 3 clusters Score -461984.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -462057.312500 Penalty: 2694.997070
	Iteration 16Q: 3 clusters Score -462057.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -462141.281250 Penalty: 2694.997070
	Iteration 17Q: 3 clusters Score -462141.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -462213.968750 Penalty: 2694.997070
	Iteration 18Q: 3 clusters Score -462214 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -462290.062500 Penalty: 2694.997070
	Iteration 19Q: 3 clusters Score -462290.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -462329.812500 Penalty: 2694.997070
	Iteration 20F: 3 clusters Score -462329.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -462358.437500 Penalty: 2694.997070
	Iteration 21Q: 3 clusters Score -462358.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -462380.687500 Penalty: 2694.997070
	Iteration 22Q: 3 clusters Score -462380.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -462402.687500 Penalty: 2694.997070
	Iteration 23Q: 3 clusters Score -462402.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -462422.125000 Penalty: 2694.997070
	Iteration 24Q: 3 clusters Score -462422.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -462442.218750 Penalty: 2694.997070
	Iteration 25Q: 3 clusters Score -462442.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -462457.968750 Penalty: 2694.997070
	Iteration 26Q: 3 clusters Score -462458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -462472.750000 Penalty: 2694.997070
	Iteration 27Q: 3 clusters Score -462472.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -462486.687500 Penalty: 2694.997070
	Iteration 28Q: 3 clusters Score -462486.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -462495.750000 Penalty: 2694.997070
	Iteration 29Q: 3 clusters Score -462495.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -462500.250000 Penalty: 2694.997070
	Iteration 30Q: 3 clusters Score -462500.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -462505.312500 Penalty: 2694.997070
	Iteration 31Q: 3 clusters Score -462505.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -462509.312500 Penalty: 2694.997070
	Iteration 32Q: 3 clusters Score -462509.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -462511.625000 Penalty: 2694.997070
	Iteration 33Q: 3 clusters Score -462511.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -462514.156250 Penalty: 2694.997070
	Iteration 34Q: 3 clusters Score -462514.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -462518.500000 Penalty: 2694.997070
	Iteration 35Q: 3 clusters Score -462518.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -462521.062500 Penalty: 2694.997070
	Iteration 36Q: 3 clusters Score -462521.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -462523.625000 Penalty: 2694.997070
	Iteration 37Q: 3 clusters Score -462523.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -462524.031250 Penalty: 2694.997070
	Iteration 38Q: 3 clusters Score -462524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -462524.750000 Penalty: 2694.997070
	Iteration 39Q: 3 clusters Score -462524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -462526.625000 Penalty: 2694.997070
	Iteration 40F: 3 clusters Score -462526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -462529.156250 Penalty: 2694.997070
	Iteration 41Q: 3 clusters Score -462529.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -462530.156250 Penalty: 2694.997070
	Iteration 42Q: 3 clusters Score -462530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -462530.500000 Penalty: 2694.997070
	Iteration 43Q: 3 clusters Score -462530.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -462532.281250 Penalty: 2694.997070
	Iteration 44Q: 3 clusters Score -462532.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -462533.656250 Penalty: 2694.997070
	Iteration 45Q: 3 clusters Score -462533.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -462533.031250 Penalty: 2694.997070
	Iteration 46Q: 3 clusters Score -462533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -462533.625000 Penalty: 2694.997070
	Iteration 47Q: 3 clusters Score -462533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -462534.281250 Penalty: 2694.997070
	Iteration 48Q: 3 clusters Score -462534.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -462534.281250 Penalty: 2694.997070
	Iteration 49F: 3 clusters Score -462534.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (144153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144153 members 
Entering Unmasked Estep 
Score: -16305004.000000 Penalty: 1930.277466
	Iteration 0F: 2 clusters Score -1.6305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72371 members 
Mstep: Class 2 contains 71782 members 
Entering Unmasked Estep 
Score: -16209567.000000 Penalty: 3860.554932
	Iteration 0F: 3 clusters Score -1.620957e+07 nChanged 69572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -16251851.000000 Penalty: 3860.554932
	Iteration 1F: 3 clusters Score -1.625185e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
Score: -16253846.000000 Penalty: 3860.554932
	Iteration 2Q: 3 clusters Score -1.625385e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -16257021.000000 Penalty: 3860.554932
	Iteration 3Q: 3 clusters Score -1.625702e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -16261745.000000 Penalty: 3860.554932
	Iteration 4F: 3 clusters Score -1.626174e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98371 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -16268083.000000 Penalty: 3860.554932
	Iteration 5F: 3 clusters Score -1.626808e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106571 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -16275510.000000 Penalty: 3860.554932
	Iteration 6F: 3 clusters Score -1.627551e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -16282887.000000 Penalty: 3860.554932
	Iteration 7F: 3 clusters Score -1.628289e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121136 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -16288526.000000 Penalty: 3860.554932
	Iteration 8F: 3 clusters Score -1.628853e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126351 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -16292672.000000 Penalty: 3860.554932
	Iteration 9Q: 3 clusters Score -1.629267e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130505 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -16295653.000000 Penalty: 3860.554932
	Iteration 10Q: 3 clusters Score -1.629565e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133787 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -16297717.000000 Penalty: 3860.554932
	Iteration 11Q: 3 clusters Score -1.629772e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136481 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -16299369.000000 Penalty: 3860.554932
	Iteration 12Q: 3 clusters Score -1.629937e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138556 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -16300633.000000 Penalty: 3860.554932
	Iteration 13Q: 3 clusters Score -1.630063e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140087 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -16301461.000000 Penalty: 3860.554932
	Iteration 14Q: 3 clusters Score -1.630146e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141226 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -16302037.000000 Penalty: 3860.554932
	Iteration 15Q: 3 clusters Score -1.630204e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142010 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -16302401.000000 Penalty: 3860.554932
	Iteration 16Q: 3 clusters Score -1.63024e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142529 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -16302667.000000 Penalty: 3860.554932
	Iteration 17Q: 3 clusters Score -1.630267e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142860 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -16302821.000000 Penalty: 3860.554932
	Iteration 18Q: 3 clusters Score -1.630282e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143079 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -16302888.000000 Penalty: 3860.554932
	Iteration 19Q: 3 clusters Score -1.630289e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143237 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -16302979.000000 Penalty: 3860.554932
	Iteration 20F: 3 clusters Score -1.630298e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143344 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -16303077.000000 Penalty: 3860.554932
	Iteration 21Q: 3 clusters Score -1.630308e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143423 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -16303144.000000 Penalty: 3860.554932
	Iteration 22Q: 3 clusters Score -1.630314e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143481 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -16303185.000000 Penalty: 3860.554932
	Iteration 23Q: 3 clusters Score -1.630318e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143511 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -16303213.000000 Penalty: 3860.554932
	Iteration 24Q: 3 clusters Score -1.630321e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143540 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -16303235.000000 Penalty: 3860.554932
	Iteration 25Q: 3 clusters Score -1.630324e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143571 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -16303274.000000 Penalty: 3860.554932
	Iteration 26Q: 3 clusters Score -1.630327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143593 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -16303288.000000 Penalty: 3860.554932
	Iteration 27Q: 3 clusters Score -1.630329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143607 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -16303304.000000 Penalty: 3860.554932
	Iteration 28Q: 3 clusters Score -1.63033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143618 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -16303302.000000 Penalty: 3860.554932
	Iteration 29Q: 3 clusters Score -1.63033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143625 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -16303308.000000 Penalty: 3860.554932
	Iteration 30Q: 3 clusters Score -1.630331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143631 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -16303306.000000 Penalty: 3860.554932
	Iteration 31Q: 3 clusters Score -1.630331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143635 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -16303310.000000 Penalty: 3860.554932
	Iteration 32Q: 3 clusters Score -1.630331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143635 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -16303319.000000 Penalty: 3860.554932
	Iteration 33Q: 3 clusters Score -1.630332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143636 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -16303311.000000 Penalty: 3860.554932
	Iteration 34Q: 3 clusters Score -1.630331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143638 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -16303313.000000 Penalty: 3860.554932
	Iteration 35Q: 3 clusters Score -1.630331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -16303310.000000 Penalty: 3860.554932
	Iteration 36Q: 3 clusters Score -1.630331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143644 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -16303316.000000 Penalty: 3860.554932
	Iteration 37Q: 3 clusters Score -1.630332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143647 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -16303327.000000 Penalty: 3860.554932
	Iteration 38Q: 3 clusters Score -1.630333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143648 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -16303335.000000 Penalty: 3860.554932
	Iteration 39Q: 3 clusters Score -1.630334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143652 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -16303333.000000 Penalty: 3860.554932
	Iteration 40F: 3 clusters Score -1.630333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143654 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -16303333.000000 Penalty: 3860.554932
	Iteration 41Q: 3 clusters Score -1.630333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143659 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -16303345.000000 Penalty: 3860.554932
	Iteration 42Q: 3 clusters Score -1.630334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143661 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -16303347.000000 Penalty: 3860.554932
	Iteration 43Q: 3 clusters Score -1.630335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143664 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -16303343.000000 Penalty: 3860.554932
	Iteration 44Q: 3 clusters Score -1.630334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143666 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -16303340.000000 Penalty: 3860.554932
	Iteration 45Q: 3 clusters Score -1.630334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143667 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -16303342.000000 Penalty: 3860.554932
	Iteration 46Q: 3 clusters Score -1.630334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143670 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -16303345.000000 Penalty: 3860.554932
	Iteration 47Q: 3 clusters Score -1.630334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143675 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -16303356.000000 Penalty: 3860.554932
	Iteration 48Q: 3 clusters Score -1.630336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143678 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -16303358.000000 Penalty: 3860.554932
	Iteration 49Q: 3 clusters Score -1.630336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143680 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -16303363.000000 Penalty: 3860.554932
	Iteration 50Q: 3 clusters Score -1.630336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143683 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -16303356.000000 Penalty: 3860.554932
	Iteration 51Q: 3 clusters Score -1.630336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143685 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -16303348.000000 Penalty: 3860.554932
	Iteration 52Q: 3 clusters Score -1.630335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143687 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -16303354.000000 Penalty: 3860.554932
	Iteration 53Q: 3 clusters Score -1.630335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143692 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -16303356.000000 Penalty: 3860.554932
	Iteration 54Q: 3 clusters Score -1.630336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143694 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -16303355.000000 Penalty: 3860.554932
	Iteration 55Q: 3 clusters Score -1.630336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143693 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16303361.000000 Penalty: 3860.554932
	Iteration 56Q: 3 clusters Score -1.630336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143695 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -16303356.000000 Penalty: 3860.554932
	Iteration 57Q: 3 clusters Score -1.630336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143695 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -16303360.000000 Penalty: 3860.554932
	Iteration 58Q: 3 clusters Score -1.630336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143697 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -16303359.000000 Penalty: 3860.554932
	Iteration 59Q: 3 clusters Score -1.630336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143701 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -16303352.000000 Penalty: 3860.554932
	Iteration 60F: 3 clusters Score -1.630335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -16303352.000000 Penalty: 3860.554932
	Iteration 61Q: 3 clusters Score -1.630335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143706 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -16303356.000000 Penalty: 3860.554932
	Iteration 62Q: 3 clusters Score -1.630336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143706 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -16303356.000000 Penalty: 3860.554932
	Iteration 63F: 3 clusters Score -1.630336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78369 members 
Mstep: Class 4 contains 10642 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88519 members 
Mstep: Class 7 contains 10254 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 94241 members 
Mstep: Class 10 contains 146562 members 
Mstep: Class 11 contains 77662 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38207 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94745 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 144153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110016.000000 Penalty: 51286.125000
Iteration 439Q: 24 clusters Score -1.0211e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78320 members 
Mstep: Class 4 contains 10642 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88497 members 
Mstep: Class 7 contains 10250 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 94265 members 
Mstep: Class 10 contains 146559 members 
Mstep: Class 11 contains 77711 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46405 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38207 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94748 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 144156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109960.000000 Penalty: 51286.125000
Iteration 440F: 24 clusters Score -1.0211e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78275 members 
Mstep: Class 4 contains 10642 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88466 members 
Mstep: Class 7 contains 10246 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 94300 members 
Mstep: Class 10 contains 146557 members 
Mstep: Class 11 contains 77756 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46405 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38207 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94751 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 144158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109952.000000 Penalty: 51286.125000
Iteration 441Q: 24 clusters Score -1.0211e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78245 members 
Mstep: Class 4 contains 10642 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88450 members 
Mstep: Class 7 contains 10240 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 94317 members 
Mstep: Class 10 contains 146554 members 
Mstep: Class 11 contains 77787 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46405 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38207 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94755 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 144161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110008.000000 Penalty: 51286.125000
Iteration 442Q: 24 clusters Score -1.0211e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78212 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88447 members 
Mstep: Class 7 contains 10232 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 94332 members 
Mstep: Class 10 contains 146552 members 
Mstep: Class 11 contains 77812 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46405 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38207 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94757 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3996 members 
Mstep: Class 23 contains 144162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110032.000000 Penalty: 51286.125000
Iteration 443Q: 24 clusters Score -1.0211e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78172 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88442 members 
Mstep: Class 7 contains 10225 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 94349 members 
Mstep: Class 10 contains 146550 members 
Mstep: Class 11 contains 77848 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46405 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38207 members 
Mstep: Class 16 contains 18305 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94760 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3996 members 
Mstep: Class 23 contains 144164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110072.000000 Penalty: 51286.125000
Iteration 444Q: 24 clusters Score -1.021101e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78131 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88432 members 
Mstep: Class 7 contains 10225 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 94359 members 
Mstep: Class 10 contains 146549 members 
Mstep: Class 11 contains 77888 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18304 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94761 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3997 members 
Mstep: Class 23 contains 144165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110168.000000 Penalty: 51286.125000
Iteration 445Q: 24 clusters Score -1.021102e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78082 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88419 members 
Mstep: Class 7 contains 10222 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 94383 members 
Mstep: Class 10 contains 146547 members 
Mstep: Class 11 contains 77925 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18303 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94765 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 144166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110120.000000 Penalty: 51286.125000
Iteration 446Q: 24 clusters Score -1.021101e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78041 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88400 members 
Mstep: Class 7 contains 10219 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 94401 members 
Mstep: Class 10 contains 146547 members 
Mstep: Class 11 contains 77966 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94766 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 4002 members 
Mstep: Class 23 contains 144167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110096.000000 Penalty: 51286.125000
Iteration 447Q: 24 clusters Score -1.021101e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 78009 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88375 members 
Mstep: Class 7 contains 10214 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 94403 members 
Mstep: Class 10 contains 146546 members 
Mstep: Class 11 contains 78023 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94771 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 4003 members 
Mstep: Class 23 contains 144166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110080.000000 Penalty: 51286.125000
Iteration 448Q: 24 clusters Score -1.021101e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77966 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88349 members 
Mstep: Class 7 contains 10212 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 94413 members 
Mstep: Class 10 contains 146545 members 
Mstep: Class 11 contains 78082 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94773 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 4002 members 
Mstep: Class 23 contains 144167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110224.000000 Penalty: 51286.125000
Iteration 449Q: 24 clusters Score -1.021102e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77930 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88337 members 
Mstep: Class 7 contains 10211 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 94419 members 
Mstep: Class 10 contains 146544 members 
Mstep: Class 11 contains 78127 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94778 members 
Mstep: Class 19 contains 10522 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 4001 members 
Mstep: Class 23 contains 144166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110192.000000 Penalty: 51286.125000
Iteration 450Q: 24 clusters Score -1.021102e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77899 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88315 members 
Mstep: Class 7 contains 10210 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 94440 members 
Mstep: Class 10 contains 146544 members 
Mstep: Class 11 contains 78161 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94784 members 
Mstep: Class 19 contains 10522 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 4000 members 
Mstep: Class 23 contains 144167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110272.000000 Penalty: 51286.125000
Iteration 451Q: 24 clusters Score -1.021103e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77871 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88292 members 
Mstep: Class 7 contains 10210 members 
Mstep: Class 8 contains 7581 members 
Mstep: Class 9 contains 94454 members 
Mstep: Class 10 contains 146544 members 
Mstep: Class 11 contains 78202 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94788 members 
Mstep: Class 19 contains 10522 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3996 members 
Mstep: Class 23 contains 144168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110208.000000 Penalty: 51286.125000
Iteration 452Q: 24 clusters Score -1.021102e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77845 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88273 members 
Mstep: Class 7 contains 10210 members 
Mstep: Class 8 contains 7579 members 
Mstep: Class 9 contains 94460 members 
Mstep: Class 10 contains 146544 members 
Mstep: Class 11 contains 78241 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94791 members 
Mstep: Class 19 contains 10522 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 144169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110192.000000 Penalty: 51286.125000
Iteration 453Q: 24 clusters Score -1.021102e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77808 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88238 members 
Mstep: Class 7 contains 10209 members 
Mstep: Class 8 contains 7579 members 
Mstep: Class 9 contains 94478 members 
Mstep: Class 10 contains 146544 members 
Mstep: Class 11 contains 78292 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94792 members 
Mstep: Class 19 contains 10522 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 144168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110288.000000 Penalty: 51286.125000
Iteration 454Q: 24 clusters Score -1.021103e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77775 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88208 members 
Mstep: Class 7 contains 10207 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94503 members 
Mstep: Class 10 contains 146544 members 
Mstep: Class 11 contains 78331 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94793 members 
Mstep: Class 19 contains 10522 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 144167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110280.000000 Penalty: 51286.125000
Iteration 455Q: 24 clusters Score -1.021103e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77736 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88180 members 
Mstep: Class 7 contains 10207 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94538 members 
Mstep: Class 10 contains 146544 members 
Mstep: Class 11 contains 78365 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94795 members 
Mstep: Class 19 contains 10522 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 144167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110296.000000 Penalty: 51286.125000
Iteration 456Q: 24 clusters Score -1.021103e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77688 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88142 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94575 members 
Mstep: Class 10 contains 146544 members 
Mstep: Class 11 contains 78414 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94797 members 
Mstep: Class 19 contains 10521 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 144167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110248.000000 Penalty: 51286.125000
Iteration 457Q: 24 clusters Score -1.021102e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77636 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88116 members 
Mstep: Class 7 contains 10205 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94614 members 
Mstep: Class 10 contains 146544 members 
Mstep: Class 11 contains 78449 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94804 members 
Mstep: Class 19 contains 10520 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 144166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110272.000000 Penalty: 51286.125000
Iteration 458Q: 24 clusters Score -1.021103e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77586 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88097 members 
Mstep: Class 7 contains 10207 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94639 members 
Mstep: Class 10 contains 146545 members 
Mstep: Class 11 contains 78485 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94809 members 
Mstep: Class 19 contains 10520 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3996 members 
Mstep: Class 23 contains 144165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110200.000000 Penalty: 51286.125000
Iteration 459Q: 24 clusters Score -1.021102e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77533 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88094 members 
Mstep: Class 7 contains 10207 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94659 members 
Mstep: Class 10 contains 146545 members 
Mstep: Class 11 contains 78514 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94814 members 
Mstep: Class 19 contains 10520 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3997 members 
Mstep: Class 23 contains 144165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110152.000000 Penalty: 51286.125000
Iteration 460F: 24 clusters Score -1.021102e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77492 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88065 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94696 members 
Mstep: Class 10 contains 146545 members 
Mstep: Class 11 contains 78550 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94816 members 
Mstep: Class 19 contains 10520 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3997 members 
Mstep: Class 23 contains 144164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110184.000000 Penalty: 51286.125000
Iteration 461Q: 24 clusters Score -1.021102e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77441 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88042 members 
Mstep: Class 7 contains 10205 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94735 members 
Mstep: Class 10 contains 146545 members 
Mstep: Class 11 contains 78585 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94821 members 
Mstep: Class 19 contains 10520 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3997 members 
Mstep: Class 23 contains 144164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110208.000000 Penalty: 51286.125000
Iteration 462Q: 24 clusters Score -1.021102e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77394 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88023 members 
Mstep: Class 7 contains 10205 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94758 members 
Mstep: Class 10 contains 146545 members 
Mstep: Class 11 contains 78630 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94816 members 
Mstep: Class 19 contains 10520 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3345 members 
Mstep: Class 22 contains 3998 members 
Mstep: Class 23 contains 144167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110256.000000 Penalty: 51286.125000
Iteration 463Q: 24 clusters Score -1.021103e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77348 members 
Mstep: Class 4 contains 10644 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88010 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94775 members 
Mstep: Class 10 contains 146545 members 
Mstep: Class 11 contains 78673 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94816 members 
Mstep: Class 19 contains 10519 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3344 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 144169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110312.000000 Penalty: 51286.125000
Iteration 464Q: 24 clusters Score -1.021103e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77300 members 
Mstep: Class 4 contains 10645 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88005 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94797 members 
Mstep: Class 10 contains 146543 members 
Mstep: Class 11 contains 78709 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94817 members 
Mstep: Class 19 contains 10519 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 144170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110432.000000 Penalty: 51286.125000
Iteration 465Q: 24 clusters Score -1.021104e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77265 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88010 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94803 members 
Mstep: Class 10 contains 146540 members 
Mstep: Class 11 contains 78736 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94821 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 144169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110448.000000 Penalty: 51286.125000
Iteration 466Q: 24 clusters Score -1.021104e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 3568 members 
Mstep: Class 3 contains 77223 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 88005 members 
Mstep: Class 7 contains 10207 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94821 members 
Mstep: Class 10 contains 146537 members 
Mstep: Class 11 contains 78761 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94825 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 144174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110360.000000 Penalty: 51286.125000
Iteration 467Q: 24 clusters Score -1.021104e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 77198 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87986 members 
Mstep: Class 7 contains 10207 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94831 members 
Mstep: Class 10 contains 146535 members 
Mstep: Class 11 contains 78794 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94829 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 144176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110512.000000 Penalty: 51286.125000
Iteration 468Q: 24 clusters Score -1.021105e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 77165 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87963 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94859 members 
Mstep: Class 10 contains 146536 members 
Mstep: Class 11 contains 78821 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94835 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 144176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110568.000000 Penalty: 51286.125000
Iteration 469Q: 24 clusters Score -1.021106e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 77116 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87944 members 
Mstep: Class 7 contains 10204 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94900 members 
Mstep: Class 10 contains 146536 members 
Mstep: Class 11 contains 78849 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46406 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94839 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 144176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110656.000000 Penalty: 51286.125000
Iteration 470Q: 24 clusters Score -1.021107e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 77055 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87948 members 
Mstep: Class 7 contains 10202 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94942 members 
Mstep: Class 10 contains 146542 members 
Mstep: Class 11 contains 78875 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94834 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 144174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110712.000000 Penalty: 51286.125000
Iteration 471Q: 24 clusters Score -1.021107e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 77008 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87952 members 
Mstep: Class 7 contains 10197 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94974 members 
Mstep: Class 10 contains 146543 members 
Mstep: Class 11 contains 78896 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94832 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3998 members 
Mstep: Class 23 contains 144174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110696.000000 Penalty: 51286.125000
Iteration 472Q: 24 clusters Score -1.021107e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76970 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87965 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94983 members 
Mstep: Class 10 contains 146545 members 
Mstep: Class 11 contains 78913 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94835 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3998 members 
Mstep: Class 23 contains 144174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110696.000000 Penalty: 51286.125000
Iteration 473Q: 24 clusters Score -1.021107e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76934 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87958 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95004 members 
Mstep: Class 10 contains 146546 members 
Mstep: Class 11 contains 78934 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94838 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3998 members 
Mstep: Class 23 contains 144174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110752.000000 Penalty: 51286.125000
Iteration 474Q: 24 clusters Score -1.021108e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76902 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87944 members 
Mstep: Class 7 contains 10200 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95030 members 
Mstep: Class 10 contains 146547 members 
Mstep: Class 11 contains 78951 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94838 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3998 members 
Mstep: Class 23 contains 144174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110728.000000 Penalty: 51286.125000
Iteration 475Q: 24 clusters Score -1.021107e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76863 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87926 members 
Mstep: Class 7 contains 10205 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95056 members 
Mstep: Class 10 contains 146546 members 
Mstep: Class 11 contains 78976 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94839 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3997 members 
Mstep: Class 23 contains 144175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110744.000000 Penalty: 51286.125000
Iteration 476Q: 24 clusters Score -1.021107e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76849 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87919 members 
Mstep: Class 7 contains 10203 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95060 members 
Mstep: Class 10 contains 146547 members 
Mstep: Class 11 contains 78994 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94843 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3996 members 
Mstep: Class 23 contains 144174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110648.000000 Penalty: 51286.125000
Iteration 477Q: 24 clusters Score -1.021106e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76830 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87915 members 
Mstep: Class 7 contains 10199 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95073 members 
Mstep: Class 10 contains 146547 members 
Mstep: Class 11 contains 79010 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94844 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 144173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110720.000000 Penalty: 51286.125000
Iteration 478Q: 24 clusters Score -1.021107e+08 nChanged 187
Entering ConstructFrom: 
Score: -102110720.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (14383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Entering Unmasked Estep 
Score: -1593571.250000 Penalty: 1555.742798
	Iteration 0F: 2 clusters Score -1593571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1583540.250000 Penalty: 3111.485596
	Iteration 0F: 3 clusters Score -1583540 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1586888.875000 Penalty: 3111.485596
	Iteration 1F: 3 clusters Score -1586889 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1587146.500000 Penalty: 3111.485596
	Iteration 2F: 3 clusters Score -1587146 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1587387.500000 Penalty: 3111.485596
	Iteration 3Q: 3 clusters Score -1587388 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1587616.000000 Penalty: 3111.485596
	Iteration 4Q: 3 clusters Score -1587616 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1587863.750000 Penalty: 3111.485596
	Iteration 5Q: 3 clusters Score -1587864 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1588190.125000 Penalty: 3111.485596
	Iteration 6Q: 3 clusters Score -1588190 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1588703.125000 Penalty: 3111.485596
	Iteration 7F: 3 clusters Score -1588703 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1589402.875000 Penalty: 3111.485596
	Iteration 8F: 3 clusters Score -1589403 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1590315.375000 Penalty: 3111.485596
	Iteration 9F: 3 clusters Score -1590315 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1591263.000000 Penalty: 3111.485596
	Iteration 10F: 3 clusters Score -1591263 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1591958.875000 Penalty: 3111.485596
	Iteration 11Q: 3 clusters Score -1591959 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1592306.000000 Penalty: 3111.485596
	Iteration 12Q: 3 clusters Score -1592306 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1592490.125000 Penalty: 3111.485596
	Iteration 13Q: 3 clusters Score -1592490 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1592567.125000 Penalty: 3111.485596
	Iteration 14Q: 3 clusters Score -1592567 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1592608.000000 Penalty: 3111.485596
	Iteration 15Q: 3 clusters Score -1592608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1592633.500000 Penalty: 3111.485596
	Iteration 16Q: 3 clusters Score -1592634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1592639.625000 Penalty: 3111.485596
	Iteration 17Q: 3 clusters Score -1592640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1592655.000000 Penalty: 3111.485596
	Iteration 18Q: 3 clusters Score -1592655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1592661.000000 Penalty: 3111.485596
	Iteration 19Q: 3 clusters Score -1592661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1592666.500000 Penalty: 3111.485596
	Iteration 20F: 3 clusters Score -1592666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1592666.250000 Penalty: 3111.485596
	Iteration 21Q: 3 clusters Score -1592666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1592668.750000 Penalty: 3111.485596
	Iteration 22Q: 3 clusters Score -1592669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1592669.750000 Penalty: 3111.485596
	Iteration 23Q: 3 clusters Score -1592670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1592673.000000 Penalty: 3111.485596
	Iteration 24Q: 3 clusters Score -1592673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1592673.000000 Penalty: 3111.485596
	Iteration 25Q: 3 clusters Score -1592673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1592673.000000 Penalty: 3111.485596
	Iteration 26Q: 3 clusters Score -1592673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1592674.000000 Penalty: 3111.485596
	Iteration 27Q: 3 clusters Score -1592674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1592675.000000 Penalty: 3111.485596
	Iteration 28Q: 3 clusters Score -1592675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1592674.000000 Penalty: 3111.485596
	Iteration 29Q: 3 clusters Score -1592674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1592674.000000 Penalty: 3111.485596
	Iteration 30F: 3 clusters Score -1592674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Entering Unmasked Estep 
Score: -404698.281250 Penalty: 1329.119995
	Iteration 0F: 2 clusters Score -404698.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -401619.562500 Penalty: 2658.239990
	Iteration 0F: 3 clusters Score -401619.6 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -402401.031250 Penalty: 2658.239990
	Iteration 1F: 3 clusters Score -402401 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -402563.437500 Penalty: 2658.239990
	Iteration 2F: 3 clusters Score -402563.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -402672.625000 Penalty: 2658.239990
	Iteration 3F: 3 clusters Score -402672.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -402766.937500 Penalty: 2658.239990
	Iteration 4Q: 3 clusters Score -402766.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -402860.625000 Penalty: 2658.239990
	Iteration 5Q: 3 clusters Score -402860.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -402938.687500 Penalty: 2658.239990
	Iteration 6Q: 3 clusters Score -402938.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -403041.562500 Penalty: 2658.239990
	Iteration 7Q: 3 clusters Score -403041.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -403141.531250 Penalty: 2658.239990
	Iteration 8Q: 3 clusters Score -403141.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -403251.250000 Penalty: 2658.239990
	Iteration 9Q: 3 clusters Score -403251.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -403348.781250 Penalty: 2658.239990
	Iteration 10Q: 3 clusters Score -403348.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -403416.156250 Penalty: 2658.239990
	Iteration 11Q: 3 clusters Score -403416.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -403488.218750 Penalty: 2658.239990
	Iteration 12Q: 3 clusters Score -403488.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -403546.781250 Penalty: 2658.239990
	Iteration 13Q: 3 clusters Score -403546.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -403589.750000 Penalty: 2658.239990
	Iteration 14Q: 3 clusters Score -403589.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -403628.531250 Penalty: 2658.239990
	Iteration 15Q: 3 clusters Score -403628.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -403683.093750 Penalty: 2658.239990
	Iteration 16Q: 3 clusters Score -403683.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -403736.093750 Penalty: 2658.239990
	Iteration 17Q: 3 clusters Score -403736.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -403779.375000 Penalty: 2658.239990
	Iteration 18Q: 3 clusters Score -403779.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -403807.250000 Penalty: 2658.239990
	Iteration 19Q: 3 clusters Score -403807.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -403828.406250 Penalty: 2658.239990
	Iteration 20F: 3 clusters Score -403828.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -403843.625000 Penalty: 2658.239990
	Iteration 21Q: 3 clusters Score -403843.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -403855.531250 Penalty: 2658.239990
	Iteration 22Q: 3 clusters Score -403855.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -403868.906250 Penalty: 2658.239990
	Iteration 23Q: 3 clusters Score -403868.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -403886.312500 Penalty: 2658.239990
	Iteration 24Q: 3 clusters Score -403886.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -403904.625000 Penalty: 2658.239990
	Iteration 25Q: 3 clusters Score -403904.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -403923.187500 Penalty: 2658.239990
	Iteration 26Q: 3 clusters Score -403923.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -403945.312500 Penalty: 2658.239990
	Iteration 27Q: 3 clusters Score -403945.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -403965.968750 Penalty: 2658.239990
	Iteration 28Q: 3 clusters Score -403966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -403998.875000 Penalty: 2658.239990
	Iteration 29Q: 3 clusters Score -403998.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -404021.437500 Penalty: 2658.239990
	Iteration 30Q: 3 clusters Score -404021.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -404045.000000 Penalty: 2658.239990
	Iteration 31Q: 3 clusters Score -404045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -404083.906250 Penalty: 2658.239990
	Iteration 32Q: 3 clusters Score -404083.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -404123.687500 Penalty: 2658.239990
	Iteration 33Q: 3 clusters Score -404123.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -404153.125000 Penalty: 2658.239990
	Iteration 34Q: 3 clusters Score -404153.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -404166.656250 Penalty: 2658.239990
	Iteration 35Q: 3 clusters Score -404166.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -404173.843750 Penalty: 2658.239990
	Iteration 36Q: 3 clusters Score -404173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -404175.031250 Penalty: 2658.239990
	Iteration 37Q: 3 clusters Score -404175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -404176.781250 Penalty: 2658.239990
	Iteration 38Q: 3 clusters Score -404176.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -404180.187500 Penalty: 2658.239990
	Iteration 39Q: 3 clusters Score -404180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -404180.781250 Penalty: 2658.239990
	Iteration 40F: 3 clusters Score -404180.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -404180.593750 Penalty: 2658.239990
	Iteration 41Q: 3 clusters Score -404180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -404180.593750 Penalty: 2658.239990
	Iteration 42F: 3 clusters Score -404180.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (76812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Entering Unmasked Estep 
Score: -8903535.000000 Penalty: 1827.981323
	Iteration 0F: 2 clusters Score -8903535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -8852272.000000 Penalty: 3655.962646
	Iteration 0F: 3 clusters Score -8852272 nChanged 36557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -8873234.000000 Penalty: 3655.962646
	Iteration 1F: 3 clusters Score -8873234 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -8874024.000000 Penalty: 3655.962646
	Iteration 2Q: 3 clusters Score -8874024 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -8875254.000000 Penalty: 3655.962646
	Iteration 3Q: 3 clusters Score -8875254 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -8877336.000000 Penalty: 3655.962646
	Iteration 4F: 3 clusters Score -8877336 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -8881170.000000 Penalty: 3655.962646
	Iteration 5F: 3 clusters Score -8881170 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -8887443.000000 Penalty: 3655.962646
	Iteration 6F: 3 clusters Score -8887443 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -8895326.000000 Penalty: 3655.962646
	Iteration 7F: 3 clusters Score -8895326 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -8900990.000000 Penalty: 3655.962646
	Iteration 8F: 3 clusters Score -8900990 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -8902325.000000 Penalty: 3655.962646
	Iteration 9Q: 3 clusters Score -8902325 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -8902732.000000 Penalty: 3655.962646
	Iteration 10Q: 3 clusters Score -8902732 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -8902902.000000 Penalty: 3655.962646
	Iteration 11Q: 3 clusters Score -8902902 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -8903000.000000 Penalty: 3655.962646
	Iteration 12Q: 3 clusters Score -8903000 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 60367 members 
Entering Unmasked Estep 
Score: -8903042.000000 Penalty: 3655.962646
	Iteration 13Q: 3 clusters Score -8903042 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -8903100.000000 Penalty: 3655.962646
	Iteration 14Q: 3 clusters Score -8903100 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -8903108.000000 Penalty: 3655.962646
	Iteration 15Q: 3 clusters Score -8903108 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -8903107.000000 Penalty: 3655.962646
	Iteration 16Q: 3 clusters Score -8903107 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -8903104.000000 Penalty: 3655.962646
	Iteration 17Q: 3 clusters Score -8903104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -8903116.000000 Penalty: 3655.962646
	Iteration 18Q: 3 clusters Score -8903116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -8903120.000000 Penalty: 3655.962646
	Iteration 19Q: 3 clusters Score -8903120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -8903136.000000 Penalty: 3655.962646
	Iteration 20F: 3 clusters Score -8903136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -8903120.000000 Penalty: 3655.962646
	Iteration 21Q: 3 clusters Score -8903120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -8903131.000000 Penalty: 3655.962646
	Iteration 22Q: 3 clusters Score -8903131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -8903131.000000 Penalty: 3655.962646
	Iteration 23Q: 3 clusters Score -8903131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -8903129.000000 Penalty: 3655.962646
	Iteration 24Q: 3 clusters Score -8903129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -8903119.000000 Penalty: 3655.962646
	Iteration 25Q: 3 clusters Score -8903119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -8903117.000000 Penalty: 3655.962646
	Iteration 26Q: 3 clusters Score -8903117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -8903110.000000 Penalty: 3655.962646
	Iteration 27Q: 3 clusters Score -8903110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -8903111.000000 Penalty: 3655.962646
	Iteration 28Q: 3 clusters Score -8903111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -8903112.000000 Penalty: 3655.962646
	Iteration 29Q: 3 clusters Score -8903112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -8903108.000000 Penalty: 3655.962646
	Iteration 30Q: 3 clusters Score -8903108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 60444 members 
Entering Unmasked Estep 
Score: -8903113.000000 Penalty: 3655.962646
	Iteration 31Q: 3 clusters Score -8903113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -8903115.000000 Penalty: 3655.962646
	Iteration 32Q: 3 clusters Score -8903115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -8903115.000000 Penalty: 3655.962646
	Iteration 33F: 3 clusters Score -8903115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Entering Unmasked Estep 
Score: -1230484.875000 Penalty: 1506.883179
	Iteration 0F: 2 clusters Score -1230485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1222937.875000 Penalty: 3013.766357
	Iteration 0F: 3 clusters Score -1222938 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1225428.875000 Penalty: 3013.766357
	Iteration 1F: 3 clusters Score -1225429 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1225684.250000 Penalty: 3013.766357
	Iteration 2F: 3 clusters Score -1225684 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1225873.625000 Penalty: 3013.766357
	Iteration 3Q: 3 clusters Score -1225874 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1226025.500000 Penalty: 3013.766357
	Iteration 4Q: 3 clusters Score -1226026 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1226156.375000 Penalty: 3013.766357
	Iteration 5Q: 3 clusters Score -1226156 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1226292.750000 Penalty: 3013.766357
	Iteration 6Q: 3 clusters Score -1226293 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1226441.250000 Penalty: 3013.766357
	Iteration 7Q: 3 clusters Score -1226441 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1226627.125000 Penalty: 3013.766357
	Iteration 8Q: 3 clusters Score -1226627 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1226856.375000 Penalty: 3013.766357
	Iteration 9Q: 3 clusters Score -1226856 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1227155.625000 Penalty: 3013.766357
	Iteration 10Q: 3 clusters Score -1227156 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1227503.625000 Penalty: 3013.766357
	Iteration 11Q: 3 clusters Score -1227504 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1227911.875000 Penalty: 3013.766357
	Iteration 12Q: 3 clusters Score -1227912 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1228259.250000 Penalty: 3013.766357
	Iteration 13Q: 3 clusters Score -1228259 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1228524.625000 Penalty: 3013.766357
	Iteration 14Q: 3 clusters Score -1228525 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1228716.875000 Penalty: 3013.766357
	Iteration 15Q: 3 clusters Score -1228717 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1228869.125000 Penalty: 3013.766357
	Iteration 16Q: 3 clusters Score -1228869 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1228976.375000 Penalty: 3013.766357
	Iteration 17Q: 3 clusters Score -1228976 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1229038.375000 Penalty: 3013.766357
	Iteration 18Q: 3 clusters Score -1229038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1229072.000000 Penalty: 3013.766357
	Iteration 19Q: 3 clusters Score -1229072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1229099.750000 Penalty: 3013.766357
	Iteration 20F: 3 clusters Score -1229100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1229119.375000 Penalty: 3013.766357
	Iteration 21Q: 3 clusters Score -1229119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1229141.875000 Penalty: 3013.766357
	Iteration 22Q: 3 clusters Score -1229142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1229150.750000 Penalty: 3013.766357
	Iteration 23Q: 3 clusters Score -1229151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1229161.125000 Penalty: 3013.766357
	Iteration 24Q: 3 clusters Score -1229161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1229169.250000 Penalty: 3013.766357
	Iteration 25Q: 3 clusters Score -1229169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1229175.000000 Penalty: 3013.766357
	Iteration 26Q: 3 clusters Score -1229175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1229182.000000 Penalty: 3013.766357
	Iteration 27Q: 3 clusters Score -1229182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1229186.750000 Penalty: 3013.766357
	Iteration 28Q: 3 clusters Score -1229187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1229187.125000 Penalty: 3013.766357
	Iteration 29Q: 3 clusters Score -1229187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1229186.500000 Penalty: 3013.766357
	Iteration 30Q: 3 clusters Score -1229186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1229187.250000 Penalty: 3013.766357
	Iteration 31Q: 3 clusters Score -1229187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1229187.000000 Penalty: 3013.766357
	Iteration 32Q: 3 clusters Score -1229187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1229187.000000 Penalty: 3013.766357
	Iteration 33F: 3 clusters Score -1229187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -45590.992188 Penalty: 995.261047
	Iteration 0F: 2 clusters Score -45590.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44585.269531 Penalty: 1990.522095
	Iteration 0F: 3 clusters Score -44585.27 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44841.992188 Penalty: 1990.522095
	Iteration 1F: 3 clusters Score -44841.99 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44983.871094 Penalty: 1990.522095
	Iteration 2F: 3 clusters Score -44983.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45042.949219 Penalty: 1990.522095
	Iteration 3Q: 3 clusters Score -45042.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45093.562500 Penalty: 1990.522095
	Iteration 4Q: 3 clusters Score -45093.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45132.636719 Penalty: 1990.522095
	Iteration 5Q: 3 clusters Score -45132.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45150.488281 Penalty: 1990.522095
	Iteration 6Q: 3 clusters Score -45150.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45165.562500 Penalty: 1990.522095
	Iteration 7Q: 3 clusters Score -45165.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45174.667969 Penalty: 1990.522095
	Iteration 8Q: 3 clusters Score -45174.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45179.218750 Penalty: 1990.522095
	Iteration 9Q: 3 clusters Score -45179.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45182.148438 Penalty: 1990.522095
	Iteration 10Q: 3 clusters Score -45182.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45183.609375 Penalty: 1990.522095
	Iteration 11Q: 3 clusters Score -45183.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45184.515625 Penalty: 1990.522095
	Iteration 12Q: 3 clusters Score -45184.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45184.515625 Penalty: 1990.522095
	Iteration 13F: 3 clusters Score -45184.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (87913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87913 members 
Entering Unmasked Estep 
Score: -10256477.000000 Penalty: 1849.916748
	Iteration 0F: 2 clusters Score -1.025648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -10198715.000000 Penalty: 3699.833496
	Iteration 0F: 3 clusters Score -1.019872e+07 nChanged 41865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -10222562.000000 Penalty: 3699.833496
	Iteration 1F: 3 clusters Score -1.022256e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -10223042.000000 Penalty: 3699.833496
	Iteration 2Q: 3 clusters Score -1.022304e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -10223690.000000 Penalty: 3699.833496
	Iteration 3Q: 3 clusters Score -1.022369e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -10224692.000000 Penalty: 3699.833496
	Iteration 4Q: 3 clusters Score -1.022469e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -10226078.000000 Penalty: 3699.833496
	Iteration 5Q: 3 clusters Score -1.022608e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -10228449.000000 Penalty: 3699.833496
	Iteration 6Q: 3 clusters Score -1.022845e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -10232183.000000 Penalty: 3699.833496
	Iteration 7F: 3 clusters Score -1.023218e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -10237357.000000 Penalty: 3699.833496
	Iteration 8F: 3 clusters Score -1.023736e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -10242991.000000 Penalty: 3699.833496
	Iteration 9F: 3 clusters Score -1.024299e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76690 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -10247629.000000 Penalty: 3699.833496
	Iteration 10F: 3 clusters Score -1.024763e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -10250655.000000 Penalty: 3699.833496
	Iteration 11Q: 3 clusters Score -1.025066e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -10252375.000000 Penalty: 3699.833496
	Iteration 12Q: 3 clusters Score -1.025238e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10253329.000000 Penalty: 3699.833496
	Iteration 13Q: 3 clusters Score -1.025333e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84725 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -10253897.000000 Penalty: 3699.833496
	Iteration 14Q: 3 clusters Score -1.02539e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85427 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -10254227.000000 Penalty: 3699.833496
	Iteration 15Q: 3 clusters Score -1.025423e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85889 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -10254442.000000 Penalty: 3699.833496
	Iteration 16Q: 3 clusters Score -1.025444e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -10254607.000000 Penalty: 3699.833496
	Iteration 17Q: 3 clusters Score -1.025461e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86433 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -10254688.000000 Penalty: 3699.833496
	Iteration 18Q: 3 clusters Score -1.025469e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -10254739.000000 Penalty: 3699.833496
	Iteration 19Q: 3 clusters Score -1.025474e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10254791.000000 Penalty: 3699.833496
	Iteration 20F: 3 clusters Score -1.025479e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10254830.000000 Penalty: 3699.833496
	Iteration 21Q: 3 clusters Score -1.025483e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86870 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10254856.000000 Penalty: 3699.833496
	Iteration 22Q: 3 clusters Score -1.025486e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10254887.000000 Penalty: 3699.833496
	Iteration 23Q: 3 clusters Score -1.025489e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -10254899.000000 Penalty: 3699.833496
	Iteration 24Q: 3 clusters Score -1.02549e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10254918.000000 Penalty: 3699.833496
	Iteration 25Q: 3 clusters Score -1.025492e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87038 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10254936.000000 Penalty: 3699.833496
	Iteration 26Q: 3 clusters Score -1.025494e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10254936.000000 Penalty: 3699.833496
	Iteration 27Q: 3 clusters Score -1.025494e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10254955.000000 Penalty: 3699.833496
	Iteration 28Q: 3 clusters Score -1.025496e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87089 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10254961.000000 Penalty: 3699.833496
	Iteration 29Q: 3 clusters Score -1.025496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87108 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10254979.000000 Penalty: 3699.833496
	Iteration 30Q: 3 clusters Score -1.025498e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10254989.000000 Penalty: 3699.833496
	Iteration 31Q: 3 clusters Score -1.025499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87137 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10254994.000000 Penalty: 3699.833496
	Iteration 32Q: 3 clusters Score -1.025499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10254997.000000 Penalty: 3699.833496
	Iteration 33Q: 3 clusters Score -1.0255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10254996.000000 Penalty: 3699.833496
	Iteration 34Q: 3 clusters Score -1.0255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10255002.000000 Penalty: 3699.833496
	Iteration 35Q: 3 clusters Score -1.0255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10255010.000000 Penalty: 3699.833496
	Iteration 36Q: 3 clusters Score -1.025501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87165 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10255006.000000 Penalty: 3699.833496
	Iteration 37Q: 3 clusters Score -1.025501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10255015.000000 Penalty: 3699.833496
	Iteration 38Q: 3 clusters Score -1.025502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10255008.000000 Penalty: 3699.833496
	Iteration 39Q: 3 clusters Score -1.025501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10255018.000000 Penalty: 3699.833496
	Iteration 40F: 3 clusters Score -1.025502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87180 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10255017.000000 Penalty: 3699.833496
	Iteration 41Q: 3 clusters Score -1.025502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87185 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10255021.000000 Penalty: 3699.833496
	Iteration 42Q: 3 clusters Score -1.025502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10255021.000000 Penalty: 3699.833496
	Iteration 43Q: 3 clusters Score -1.025502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10255031.000000 Penalty: 3699.833496
	Iteration 44Q: 3 clusters Score -1.025503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10255038.000000 Penalty: 3699.833496
	Iteration 45Q: 3 clusters Score -1.025504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10255030.000000 Penalty: 3699.833496
	Iteration 46Q: 3 clusters Score -1.025503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10255028.000000 Penalty: 3699.833496
	Iteration 47Q: 3 clusters Score -1.025503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10255024.000000 Penalty: 3699.833496
	Iteration 48Q: 3 clusters Score -1.025502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10255028.000000 Penalty: 3699.833496
	Iteration 49Q: 3 clusters Score -1.025503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10255036.000000 Penalty: 3699.833496
	Iteration 50Q: 3 clusters Score -1.025504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87203 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10255038.000000 Penalty: 3699.833496
	Iteration 51Q: 3 clusters Score -1.025504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87204 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10255036.000000 Penalty: 3699.833496
	Iteration 52Q: 3 clusters Score -1.025504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10255035.000000 Penalty: 3699.833496
	Iteration 53Q: 3 clusters Score -1.025504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10255043.000000 Penalty: 3699.833496
	Iteration 54Q: 3 clusters Score -1.025504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10255042.000000 Penalty: 3699.833496
	Iteration 55Q: 3 clusters Score -1.025504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87211 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10255043.000000 Penalty: 3699.833496
	Iteration 56Q: 3 clusters Score -1.025504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10255043.000000 Penalty: 3699.833496
	Iteration 57Q: 3 clusters Score -1.025504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10255043.000000 Penalty: 3699.833496
	Iteration 58F: 3 clusters Score -1.025504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Entering Unmasked Estep 
Score: -1176728.750000 Penalty: 1499.866455
	Iteration 0F: 2 clusters Score -1176729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1169416.750000 Penalty: 2999.732910
	Iteration 0F: 3 clusters Score -1169417 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1171684.375000 Penalty: 2999.732910
	Iteration 1F: 3 clusters Score -1171684 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1171917.250000 Penalty: 2999.732910
	Iteration 2F: 3 clusters Score -1171917 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1172162.625000 Penalty: 2999.732910
	Iteration 3F: 3 clusters Score -1172163 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1172406.250000 Penalty: 2999.732910
	Iteration 4Q: 3 clusters Score -1172406 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1172680.625000 Penalty: 2999.732910
	Iteration 5F: 3 clusters Score -1172681 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1173004.375000 Penalty: 2999.732910
	Iteration 6F: 3 clusters Score -1173004 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1173415.000000 Penalty: 2999.732910
	Iteration 7F: 3 clusters Score -1173415 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1173916.000000 Penalty: 2999.732910
	Iteration 8F: 3 clusters Score -1173916 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1174398.250000 Penalty: 2999.732910
	Iteration 9F: 3 clusters Score -1174398 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1174765.250000 Penalty: 2999.732910
	Iteration 10Q: 3 clusters Score -1174765 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1175033.000000 Penalty: 2999.732910
	Iteration 11Q: 3 clusters Score -1175033 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1175193.875000 Penalty: 2999.732910
	Iteration 12Q: 3 clusters Score -1175194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1175268.875000 Penalty: 2999.732910
	Iteration 13Q: 3 clusters Score -1175269 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1175308.000000 Penalty: 2999.732910
	Iteration 14Q: 3 clusters Score -1175308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1175332.875000 Penalty: 2999.732910
	Iteration 15Q: 3 clusters Score -1175333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1175348.625000 Penalty: 2999.732910
	Iteration 16Q: 3 clusters Score -1175349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1175381.375000 Penalty: 2999.732910
	Iteration 17Q: 3 clusters Score -1175381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1175393.625000 Penalty: 2999.732910
	Iteration 18Q: 3 clusters Score -1175394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1175403.875000 Penalty: 2999.732910
	Iteration 19Q: 3 clusters Score -1175404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1175409.125000 Penalty: 2999.732910
	Iteration 20F: 3 clusters Score -1175409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1175412.875000 Penalty: 2999.732910
	Iteration 21Q: 3 clusters Score -1175413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1175412.875000 Penalty: 2999.732910
	Iteration 22F: 3 clusters Score -1175413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Entering Unmasked Estep 
Score: -873836.625000 Penalty: 1451.656128
	Iteration 0F: 2 clusters Score -873836.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -868243.875000 Penalty: 2903.312256
	Iteration 0F: 3 clusters Score -868243.9 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -869895.812500 Penalty: 2903.312256
	Iteration 1F: 3 clusters Score -869895.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -870099.062500 Penalty: 2903.312256
	Iteration 2F: 3 clusters Score -870099.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -870240.750000 Penalty: 2903.312256
	Iteration 3Q: 3 clusters Score -870240.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -870353.937500 Penalty: 2903.312256
	Iteration 4Q: 3 clusters Score -870353.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -870452.187500 Penalty: 2903.312256
	Iteration 5Q: 3 clusters Score -870452.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -870545.062500 Penalty: 2903.312256
	Iteration 6Q: 3 clusters Score -870545.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -870630.375000 Penalty: 2903.312256
	Iteration 7Q: 3 clusters Score -870630.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -870718.937500 Penalty: 2903.312256
	Iteration 8Q: 3 clusters Score -870718.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -870799.187500 Penalty: 2903.312256
	Iteration 9Q: 3 clusters Score -870799.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -870900.750000 Penalty: 2903.312256
	Iteration 10Q: 3 clusters Score -870900.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -871004.187500 Penalty: 2903.312256
	Iteration 11Q: 3 clusters Score -871004.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -871101.187500 Penalty: 2903.312256
	Iteration 12Q: 3 clusters Score -871101.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -871227.250000 Penalty: 2903.312256
	Iteration 13Q: 3 clusters Score -871227.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -871375.187500 Penalty: 2903.312256
	Iteration 14Q: 3 clusters Score -871375.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -871530.375000 Penalty: 2903.312256
	Iteration 15Q: 3 clusters Score -871530.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -871666.875000 Penalty: 2903.312256
	Iteration 16Q: 3 clusters Score -871666.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -871790.750000 Penalty: 2903.312256
	Iteration 17Q: 3 clusters Score -871790.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -871883.562500 Penalty: 2903.312256
	Iteration 18Q: 3 clusters Score -871883.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -871946.687500 Penalty: 2903.312256
	Iteration 19Q: 3 clusters Score -871946.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -871982.562500 Penalty: 2903.312256
	Iteration 20F: 3 clusters Score -871982.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -872020.750000 Penalty: 2903.312256
	Iteration 21Q: 3 clusters Score -872020.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -872057.750000 Penalty: 2903.312256
	Iteration 22Q: 3 clusters Score -872057.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -872094.187500 Penalty: 2903.312256
	Iteration 23Q: 3 clusters Score -872094.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -872118.187500 Penalty: 2903.312256
	Iteration 24Q: 3 clusters Score -872118.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -872141.500000 Penalty: 2903.312256
	Iteration 25Q: 3 clusters Score -872141.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -872169.937500 Penalty: 2903.312256
	Iteration 26Q: 3 clusters Score -872169.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -872200.375000 Penalty: 2903.312256
	Iteration 27Q: 3 clusters Score -872200.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -872228.812500 Penalty: 2903.312256
	Iteration 28Q: 3 clusters Score -872228.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -872261.937500 Penalty: 2903.312256
	Iteration 29Q: 3 clusters Score -872261.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -872298.625000 Penalty: 2903.312256
	Iteration 30Q: 3 clusters Score -872298.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -872334.875000 Penalty: 2903.312256
	Iteration 31Q: 3 clusters Score -872334.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -872362.437500 Penalty: 2903.312256
	Iteration 32Q: 3 clusters Score -872362.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -872386.062500 Penalty: 2903.312256
	Iteration 33Q: 3 clusters Score -872386.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -872400.500000 Penalty: 2903.312256
	Iteration 34Q: 3 clusters Score -872400.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -872413.000000 Penalty: 2903.312256
	Iteration 35Q: 3 clusters Score -872413 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -872421.312500 Penalty: 2903.312256
	Iteration 36Q: 3 clusters Score -872421.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -872436.625000 Penalty: 2903.312256
	Iteration 37Q: 3 clusters Score -872436.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -872446.312500 Penalty: 2903.312256
	Iteration 38Q: 3 clusters Score -872446.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -872462.437500 Penalty: 2903.312256
	Iteration 39Q: 3 clusters Score -872462.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -872476.500000 Penalty: 2903.312256
	Iteration 40F: 3 clusters Score -872476.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -872483.812500 Penalty: 2903.312256
	Iteration 41Q: 3 clusters Score -872483.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -872490.687500 Penalty: 2903.312256
	Iteration 42Q: 3 clusters Score -872490.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -872496.937500 Penalty: 2903.312256
	Iteration 43Q: 3 clusters Score -872496.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -872502.937500 Penalty: 2903.312256
	Iteration 44Q: 3 clusters Score -872502.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -872507.125000 Penalty: 2903.312256
	Iteration 45Q: 3 clusters Score -872507.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -872512.812500 Penalty: 2903.312256
	Iteration 46Q: 3 clusters Score -872512.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -872521.125000 Penalty: 2903.312256
	Iteration 47Q: 3 clusters Score -872521.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -872524.437500 Penalty: 2903.312256
	Iteration 48Q: 3 clusters Score -872524.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -872530.125000 Penalty: 2903.312256
	Iteration 49Q: 3 clusters Score -872530.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -872535.562500 Penalty: 2903.312256
	Iteration 50Q: 3 clusters Score -872535.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -872543.000000 Penalty: 2903.312256
	Iteration 51Q: 3 clusters Score -872543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -872547.125000 Penalty: 2903.312256
	Iteration 52Q: 3 clusters Score -872547.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -872549.750000 Penalty: 2903.312256
	Iteration 53Q: 3 clusters Score -872549.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -872550.062500 Penalty: 2903.312256
	Iteration 54Q: 3 clusters Score -872550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -872553.062500 Penalty: 2903.312256
	Iteration 55Q: 3 clusters Score -872553.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -872553.687500 Penalty: 2903.312256
	Iteration 56Q: 3 clusters Score -872553.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -872555.687500 Penalty: 2903.312256
	Iteration 57Q: 3 clusters Score -872555.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -872558.375000 Penalty: 2903.312256
	Iteration 58Q: 3 clusters Score -872558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -872558.500000 Penalty: 2903.312256
	Iteration 59Q: 3 clusters Score -872558.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -872558.750000 Penalty: 2903.312256
	Iteration 60F: 3 clusters Score -872558.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -872560.187500 Penalty: 2903.312256
	Iteration 61Q: 3 clusters Score -872560.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -872562.875000 Penalty: 2903.312256
	Iteration 62Q: 3 clusters Score -872562.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -872564.375000 Penalty: 2903.312256
	Iteration 63Q: 3 clusters Score -872564.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -872569.750000 Penalty: 2903.312256
	Iteration 64Q: 3 clusters Score -872569.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -872575.375000 Penalty: 2903.312256
	Iteration 65Q: 3 clusters Score -872575.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -872582.687500 Penalty: 2903.312256
	Iteration 66Q: 3 clusters Score -872582.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -872592.062500 Penalty: 2903.312256
	Iteration 67Q: 3 clusters Score -872592.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -872606.312500 Penalty: 2903.312256
	Iteration 68Q: 3 clusters Score -872606.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -872616.062500 Penalty: 2903.312256
	Iteration 69Q: 3 clusters Score -872616.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -872625.062500 Penalty: 2903.312256
	Iteration 70Q: 3 clusters Score -872625.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -872636.187500 Penalty: 2903.312256
	Iteration 71Q: 3 clusters Score -872636.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -872649.375000 Penalty: 2903.312256
	Iteration 72Q: 3 clusters Score -872649.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -872655.375000 Penalty: 2903.312256
	Iteration 73Q: 3 clusters Score -872655.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -872658.625000 Penalty: 2903.312256
	Iteration 74Q: 3 clusters Score -872658.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -872661.250000 Penalty: 2903.312256
	Iteration 75Q: 3 clusters Score -872661.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -872666.000000 Penalty: 2903.312256
	Iteration 76Q: 3 clusters Score -872666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -872670.750000 Penalty: 2903.312256
	Iteration 77Q: 3 clusters Score -872670.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -872676.250000 Penalty: 2903.312256
	Iteration 78Q: 3 clusters Score -872676.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -872681.000000 Penalty: 2903.312256
	Iteration 79Q: 3 clusters Score -872681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -872686.812500 Penalty: 2903.312256
	Iteration 80F: 3 clusters Score -872686.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -872692.000000 Penalty: 2903.312256
	Iteration 81Q: 3 clusters Score -872692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -872691.000000 Penalty: 2903.312256
	Iteration 82Q: 3 clusters Score -872691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -872690.437500 Penalty: 2903.312256
	Iteration 83Q: 3 clusters Score -872690.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -872690.437500 Penalty: 2903.312256
	Iteration 84F: 3 clusters Score -872690.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (95090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95090 members 
Entering Unmasked Estep 
Score: -11080048.000000 Penalty: 1862.669067
	Iteration 0F: 2 clusters Score -1.108005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -11018455.000000 Penalty: 3725.338135
	Iteration 0F: 3 clusters Score -1.101846e+07 nChanged 45244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -11044582.000000 Penalty: 3725.338135
	Iteration 1F: 3 clusters Score -1.104458e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -11045469.000000 Penalty: 3725.338135
	Iteration 2Q: 3 clusters Score -1.104547e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -11046840.000000 Penalty: 3725.338135
	Iteration 3Q: 3 clusters Score -1.104684e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -11049480.000000 Penalty: 3725.338135
	Iteration 4F: 3 clusters Score -1.104948e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -11054560.000000 Penalty: 3725.338135
	Iteration 5F: 3 clusters Score -1.105456e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -11062425.000000 Penalty: 3725.338135
	Iteration 6F: 3 clusters Score -1.106242e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 87007 members 
Entering Unmasked Estep 
Score: -11070816.000000 Penalty: 3725.338135
	Iteration 7F: 3 clusters Score -1.107082e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 92494 members 
Entering Unmasked Estep 
Score: -11075882.000000 Penalty: 3725.338135
	Iteration 8F: 3 clusters Score -1.107588e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 94401 members 
Entering Unmasked Estep 
Score: -11077714.000000 Penalty: 3725.338135
	Iteration 9Q: 3 clusters Score -1.107771e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
Score: -11078188.000000 Penalty: 3725.338135
	Iteration 10Q: 3 clusters Score -1.107819e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -11078308.000000 Penalty: 3725.338135
	Iteration 11Q: 3 clusters Score -1.107831e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 94955 members 
Entering Unmasked Estep 
Score: -11078331.000000 Penalty: 3725.338135
	Iteration 12Q: 3 clusters Score -1.107833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 94959 members 
Entering Unmasked Estep 
Score: -11078341.000000 Penalty: 3725.338135
	Iteration 13Q: 3 clusters Score -1.107834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -11078365.000000 Penalty: 3725.338135
	Iteration 14Q: 3 clusters Score -1.107836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94968 members 
Entering Unmasked Estep 
Score: -11078380.000000 Penalty: 3725.338135
	Iteration 15Q: 3 clusters Score -1.107838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94970 members 
Entering Unmasked Estep 
Score: -11078373.000000 Penalty: 3725.338135
	Iteration 16Q: 3 clusters Score -1.107837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -11078384.000000 Penalty: 3725.338135
	Iteration 17Q: 3 clusters Score -1.107838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94970 members 
Entering Unmasked Estep 
Score: -11078380.000000 Penalty: 3725.338135
	Iteration 18Q: 3 clusters Score -1.107838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94970 members 
Entering Unmasked Estep 
Score: -11078380.000000 Penalty: 3725.338135
	Iteration 19F: 3 clusters Score -1.107838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (146547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146547 members 
Entering Unmasked Estep 
Score: -16617401.000000 Penalty: 1932.953979
	Iteration 0F: 2 clusters Score -1.66174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
Score: -16521045.000000 Penalty: 3865.907959
	Iteration 0F: 3 clusters Score -1.652104e+07 nChanged 70729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
Score: -16563039.000000 Penalty: 3865.907959
	Iteration 1F: 3 clusters Score -1.656304e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -16564493.000000 Penalty: 3865.907959
	Iteration 2Q: 3 clusters Score -1.656449e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -16566835.000000 Penalty: 3865.907959
	Iteration 3Q: 3 clusters Score -1.656684e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
Score: -16570641.000000 Penalty: 3865.907959
	Iteration 4F: 3 clusters Score -1.657064e+07 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96273 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -16577039.000000 Penalty: 3865.907959
	Iteration 5F: 3 clusters Score -1.657704e+07 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -16585362.000000 Penalty: 3865.907959
	Iteration 6F: 3 clusters Score -1.658536e+07 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113543 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -16593664.000000 Penalty: 3865.907959
	Iteration 7F: 3 clusters Score -1.659366e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119823 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -16600411.000000 Penalty: 3865.907959
	Iteration 8F: 3 clusters Score -1.660041e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124015 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -16605026.000000 Penalty: 3865.907959
	Iteration 9Q: 3 clusters Score -1.660503e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126974 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -16607991.000000 Penalty: 3865.907959
	Iteration 10Q: 3 clusters Score -1.660799e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129387 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -16609812.000000 Penalty: 3865.907959
	Iteration 11Q: 3 clusters Score -1.660981e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131399 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -16611025.000000 Penalty: 3865.907959
	Iteration 12Q: 3 clusters Score -1.661102e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133018 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -16612073.000000 Penalty: 3865.907959
	Iteration 13Q: 3 clusters Score -1.661207e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134353 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -16612728.000000 Penalty: 3865.907959
	Iteration 14Q: 3 clusters Score -1.661273e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135484 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -16613212.000000 Penalty: 3865.907959
	Iteration 15Q: 3 clusters Score -1.661321e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136464 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -16613689.000000 Penalty: 3865.907959
	Iteration 16Q: 3 clusters Score -1.661369e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137364 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -16614009.000000 Penalty: 3865.907959
	Iteration 17Q: 3 clusters Score -1.661401e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138152 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -16614233.000000 Penalty: 3865.907959
	Iteration 18Q: 3 clusters Score -1.661423e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138855 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -16614477.000000 Penalty: 3865.907959
	Iteration 19Q: 3 clusters Score -1.661448e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139483 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -16614618.000000 Penalty: 3865.907959
	Iteration 20F: 3 clusters Score -1.661462e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140059 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -16614770.000000 Penalty: 3865.907959
	Iteration 21Q: 3 clusters Score -1.661477e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140565 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -16614956.000000 Penalty: 3865.907959
	Iteration 22Q: 3 clusters Score -1.661496e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141026 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -16615057.000000 Penalty: 3865.907959
	Iteration 23Q: 3 clusters Score -1.661506e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141458 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -16615172.000000 Penalty: 3865.907959
	Iteration 24Q: 3 clusters Score -1.661517e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141842 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -16615188.000000 Penalty: 3865.907959
	Iteration 25Q: 3 clusters Score -1.661519e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142217 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -16615259.000000 Penalty: 3865.907959
	Iteration 26Q: 3 clusters Score -1.661526e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142573 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -16615303.000000 Penalty: 3865.907959
	Iteration 27Q: 3 clusters Score -1.66153e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142919 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -16615399.000000 Penalty: 3865.907959
	Iteration 28Q: 3 clusters Score -1.66154e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143214 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -16615445.000000 Penalty: 3865.907959
	Iteration 29Q: 3 clusters Score -1.661544e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143475 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -16615496.000000 Penalty: 3865.907959
	Iteration 30Q: 3 clusters Score -1.66155e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -16615525.000000 Penalty: 3865.907959
	Iteration 31Q: 3 clusters Score -1.661552e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143914 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -16615580.000000 Penalty: 3865.907959
	Iteration 32Q: 3 clusters Score -1.661558e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144110 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -16615601.000000 Penalty: 3865.907959
	Iteration 33Q: 3 clusters Score -1.66156e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144286 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -16615648.000000 Penalty: 3865.907959
	Iteration 34Q: 3 clusters Score -1.661565e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144453 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -16615730.000000 Penalty: 3865.907959
	Iteration 35Q: 3 clusters Score -1.661573e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144603 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -16615764.000000 Penalty: 3865.907959
	Iteration 36Q: 3 clusters Score -1.661576e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144748 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -16615788.000000 Penalty: 3865.907959
	Iteration 37Q: 3 clusters Score -1.661579e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144868 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -16615797.000000 Penalty: 3865.907959
	Iteration 38Q: 3 clusters Score -1.66158e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144969 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -16615811.000000 Penalty: 3865.907959
	Iteration 39Q: 3 clusters Score -1.661581e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145061 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -16615793.000000 Penalty: 3865.907959
	Iteration 40F: 3 clusters Score -1.661579e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145137 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -16615790.000000 Penalty: 3865.907959
	Iteration 41Q: 3 clusters Score -1.661579e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145209 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -16615801.000000 Penalty: 3865.907959
	Iteration 42Q: 3 clusters Score -1.66158e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145272 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -16615812.000000 Penalty: 3865.907959
	Iteration 43Q: 3 clusters Score -1.661581e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145327 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -16615811.000000 Penalty: 3865.907959
	Iteration 44Q: 3 clusters Score -1.661581e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145370 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -16615845.000000 Penalty: 3865.907959
	Iteration 45Q: 3 clusters Score -1.661584e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145401 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -16615855.000000 Penalty: 3865.907959
	Iteration 46Q: 3 clusters Score -1.661586e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145430 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -16615862.000000 Penalty: 3865.907959
	Iteration 47Q: 3 clusters Score -1.661586e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145454 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -16615862.000000 Penalty: 3865.907959
	Iteration 48Q: 3 clusters Score -1.661586e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145477 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -16615883.000000 Penalty: 3865.907959
	Iteration 49Q: 3 clusters Score -1.661588e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145501 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -16615881.000000 Penalty: 3865.907959
	Iteration 50Q: 3 clusters Score -1.661588e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145522 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -16615877.000000 Penalty: 3865.907959
	Iteration 51Q: 3 clusters Score -1.661588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145542 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -16615867.000000 Penalty: 3865.907959
	Iteration 52Q: 3 clusters Score -1.661587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145565 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -16615880.000000 Penalty: 3865.907959
	Iteration 53Q: 3 clusters Score -1.661588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145583 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -16615883.000000 Penalty: 3865.907959
	Iteration 54Q: 3 clusters Score -1.661588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145595 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16615874.000000 Penalty: 3865.907959
	Iteration 55Q: 3 clusters Score -1.661587e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145614 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -16615888.000000 Penalty: 3865.907959
	Iteration 56Q: 3 clusters Score -1.661589e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145635 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16615897.000000 Penalty: 3865.907959
	Iteration 57Q: 3 clusters Score -1.66159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145654 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -16615906.000000 Penalty: 3865.907959
	Iteration 58Q: 3 clusters Score -1.661591e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145679 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -16615894.000000 Penalty: 3865.907959
	Iteration 59Q: 3 clusters Score -1.661589e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145700 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -16615904.000000 Penalty: 3865.907959
	Iteration 60F: 3 clusters Score -1.66159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145715 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -16615911.000000 Penalty: 3865.907959
	Iteration 61Q: 3 clusters Score -1.661591e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145730 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -16615900.000000 Penalty: 3865.907959
	Iteration 62Q: 3 clusters Score -1.66159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145747 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -16615911.000000 Penalty: 3865.907959
	Iteration 63Q: 3 clusters Score -1.661591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145764 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -16615928.000000 Penalty: 3865.907959
	Iteration 64Q: 3 clusters Score -1.661593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145778 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -16615930.000000 Penalty: 3865.907959
	Iteration 65Q: 3 clusters Score -1.661593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145790 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -16615939.000000 Penalty: 3865.907959
	Iteration 66Q: 3 clusters Score -1.661594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145800 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16615931.000000 Penalty: 3865.907959
	Iteration 67Q: 3 clusters Score -1.661593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145806 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -16615923.000000 Penalty: 3865.907959
	Iteration 68Q: 3 clusters Score -1.661592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145813 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -16615920.000000 Penalty: 3865.907959
	Iteration 69Q: 3 clusters Score -1.661592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145820 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -16615927.000000 Penalty: 3865.907959
	Iteration 70Q: 3 clusters Score -1.661593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145827 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -16615943.000000 Penalty: 3865.907959
	Iteration 71Q: 3 clusters Score -1.661594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145839 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16615940.000000 Penalty: 3865.907959
	Iteration 72Q: 3 clusters Score -1.661594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145851 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -16615932.000000 Penalty: 3865.907959
	Iteration 73Q: 3 clusters Score -1.661593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145852 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -16615937.000000 Penalty: 3865.907959
	Iteration 74Q: 3 clusters Score -1.661594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145853 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -16615938.000000 Penalty: 3865.907959
	Iteration 75Q: 3 clusters Score -1.661594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145854 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -16615942.000000 Penalty: 3865.907959
	Iteration 76Q: 3 clusters Score -1.661594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145855 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -16615926.000000 Penalty: 3865.907959
	Iteration 77Q: 3 clusters Score -1.661593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145856 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -16615934.000000 Penalty: 3865.907959
	Iteration 78Q: 3 clusters Score -1.661593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145856 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -16615934.000000 Penalty: 3865.907959
	Iteration 79F: 3 clusters Score -1.661593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (79016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79016 members 
Entering Unmasked Estep 
Score: -9177323.000000 Penalty: 1832.578491
	Iteration 0F: 2 clusters Score -9177323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -9124772.000000 Penalty: 3665.156982
	Iteration 0F: 3 clusters Score -9124772 nChanged 37528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -9146068.000000 Penalty: 3665.156982
	Iteration 1F: 3 clusters Score -9146068 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -9146555.000000 Penalty: 3665.156982
	Iteration 2Q: 3 clusters Score -9146555 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -9147207.000000 Penalty: 3665.156982
	Iteration 3Q: 3 clusters Score -9147207 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -9148084.000000 Penalty: 3665.156982
	Iteration 4Q: 3 clusters Score -9148084 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -9149482.000000 Penalty: 3665.156982
	Iteration 5Q: 3 clusters Score -9149482 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -9151555.000000 Penalty: 3665.156982
	Iteration 6F: 3 clusters Score -9151555 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -9154954.000000 Penalty: 3665.156982
	Iteration 7F: 3 clusters Score -9154954 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -9159911.000000 Penalty: 3665.156982
	Iteration 8F: 3 clusters Score -9159911 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -9165576.000000 Penalty: 3665.156982
	Iteration 9F: 3 clusters Score -9165576 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -9170660.000000 Penalty: 3665.156982
	Iteration 10F: 3 clusters Score -9170660 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 76810 members 
Entering Unmasked Estep 
Score: -9173734.000000 Penalty: 3665.156982
	Iteration 11Q: 3 clusters Score -9173734 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -9174978.000000 Penalty: 3665.156982
	Iteration 12Q: 3 clusters Score -9174978 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -9175401.000000 Penalty: 3665.156982
	Iteration 13Q: 3 clusters Score -9175401 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 78728 members 
Entering Unmasked Estep 
Score: -9175548.000000 Penalty: 3665.156982
	Iteration 14Q: 3 clusters Score -9175548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -9175615.000000 Penalty: 3665.156982
	Iteration 15Q: 3 clusters Score -9175615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -9175644.000000 Penalty: 3665.156982
	Iteration 16Q: 3 clusters Score -9175644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 78809 members 
Entering Unmasked Estep 
Score: -9175667.000000 Penalty: 3665.156982
	Iteration 17Q: 3 clusters Score -9175667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -9175678.000000 Penalty: 3665.156982
	Iteration 18Q: 3 clusters Score -9175678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -9175686.000000 Penalty: 3665.156982
	Iteration 19Q: 3 clusters Score -9175686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 78824 members 
Entering Unmasked Estep 
Score: -9175690.000000 Penalty: 3665.156982
	Iteration 20F: 3 clusters Score -9175690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 78825 members 
Entering Unmasked Estep 
Score: -9175689.000000 Penalty: 3665.156982
	Iteration 21Q: 3 clusters Score -9175689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -9175687.000000 Penalty: 3665.156982
	Iteration 22Q: 3 clusters Score -9175687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 78829 members 
Entering Unmasked Estep 
Score: -9175692.000000 Penalty: 3665.156982
	Iteration 23Q: 3 clusters Score -9175692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 78829 members 
Entering Unmasked Estep 
Score: -9175692.000000 Penalty: 3665.156982
	Iteration 24F: 3 clusters Score -9175692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Entering Unmasked Estep 
Score: -1270417.125000 Penalty: 1511.694824
	Iteration 0F: 2 clusters Score -1270417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1262636.750000 Penalty: 3023.389648
	Iteration 0F: 3 clusters Score -1262637 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1265200.125000 Penalty: 3023.389648
	Iteration 1F: 3 clusters Score -1265200 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1265478.250000 Penalty: 3023.389648
	Iteration 2F: 3 clusters Score -1265478 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1265710.500000 Penalty: 3023.389648
	Iteration 3Q: 3 clusters Score -1265710 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1265906.125000 Penalty: 3023.389648
	Iteration 4Q: 3 clusters Score -1265906 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1266104.250000 Penalty: 3023.389648
	Iteration 5Q: 3 clusters Score -1266104 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1266277.625000 Penalty: 3023.389648
	Iteration 6Q: 3 clusters Score -1266278 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1266460.625000 Penalty: 3023.389648
	Iteration 7Q: 3 clusters Score -1266461 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1266631.250000 Penalty: 3023.389648
	Iteration 8Q: 3 clusters Score -1266631 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1266821.750000 Penalty: 3023.389648
	Iteration 9Q: 3 clusters Score -1266822 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1267055.125000 Penalty: 3023.389648
	Iteration 10Q: 3 clusters Score -1267055 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1267351.250000 Penalty: 3023.389648
	Iteration 11Q: 3 clusters Score -1267351 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1267679.125000 Penalty: 3023.389648
	Iteration 12Q: 3 clusters Score -1267679 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1267964.500000 Penalty: 3023.389648
	Iteration 13Q: 3 clusters Score -1267964 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1268181.250000 Penalty: 3023.389648
	Iteration 14Q: 3 clusters Score -1268181 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1268360.500000 Penalty: 3023.389648
	Iteration 15Q: 3 clusters Score -1268360 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1268482.500000 Penalty: 3023.389648
	Iteration 16Q: 3 clusters Score -1268482 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1268560.250000 Penalty: 3023.389648
	Iteration 17Q: 3 clusters Score -1268560 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1268631.125000 Penalty: 3023.389648
	Iteration 18Q: 3 clusters Score -1268631 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1268683.000000 Penalty: 3023.389648
	Iteration 19Q: 3 clusters Score -1268683 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1268723.000000 Penalty: 3023.389648
	Iteration 20F: 3 clusters Score -1268723 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1268754.875000 Penalty: 3023.389648
	Iteration 21Q: 3 clusters Score -1268755 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1268784.625000 Penalty: 3023.389648
	Iteration 22Q: 3 clusters Score -1268785 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1268813.375000 Penalty: 3023.389648
	Iteration 23Q: 3 clusters Score -1268813 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1268834.375000 Penalty: 3023.389648
	Iteration 24Q: 3 clusters Score -1268834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1268856.250000 Penalty: 3023.389648
	Iteration 25Q: 3 clusters Score -1268856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1268878.875000 Penalty: 3023.389648
	Iteration 26Q: 3 clusters Score -1268879 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1268899.750000 Penalty: 3023.389648
	Iteration 27Q: 3 clusters Score -1268900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1268913.625000 Penalty: 3023.389648
	Iteration 28Q: 3 clusters Score -1268914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1268930.375000 Penalty: 3023.389648
	Iteration 29Q: 3 clusters Score -1268930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1268950.250000 Penalty: 3023.389648
	Iteration 30Q: 3 clusters Score -1268950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1268958.250000 Penalty: 3023.389648
	Iteration 31Q: 3 clusters Score -1268958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1268968.875000 Penalty: 3023.389648
	Iteration 32Q: 3 clusters Score -1268969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1268978.500000 Penalty: 3023.389648
	Iteration 33Q: 3 clusters Score -1268978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1268988.125000 Penalty: 3023.389648
	Iteration 34Q: 3 clusters Score -1268988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1268996.250000 Penalty: 3023.389648
	Iteration 35Q: 3 clusters Score -1268996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1269002.000000 Penalty: 3023.389648
	Iteration 36Q: 3 clusters Score -1269002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1269016.000000 Penalty: 3023.389648
	Iteration 37Q: 3 clusters Score -1269016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1269026.750000 Penalty: 3023.389648
	Iteration 38Q: 3 clusters Score -1269027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1269031.500000 Penalty: 3023.389648
	Iteration 39Q: 3 clusters Score -1269032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1269039.375000 Penalty: 3023.389648
	Iteration 40F: 3 clusters Score -1269039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1269043.500000 Penalty: 3023.389648
	Iteration 41Q: 3 clusters Score -1269044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1269046.500000 Penalty: 3023.389648
	Iteration 42Q: 3 clusters Score -1269046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1269049.250000 Penalty: 3023.389648
	Iteration 43Q: 3 clusters Score -1269049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1269048.500000 Penalty: 3023.389648
	Iteration 44Q: 3 clusters Score -1269048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1269050.125000 Penalty: 3023.389648
	Iteration 45Q: 3 clusters Score -1269050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1269052.750000 Penalty: 3023.389648
	Iteration 46Q: 3 clusters Score -1269053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1269052.250000 Penalty: 3023.389648
	Iteration 47Q: 3 clusters Score -1269052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1269053.250000 Penalty: 3023.389648
	Iteration 48Q: 3 clusters Score -1269053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1269055.375000 Penalty: 3023.389648
	Iteration 49Q: 3 clusters Score -1269055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1269057.750000 Penalty: 3023.389648
	Iteration 50Q: 3 clusters Score -1269058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1269058.375000 Penalty: 3023.389648
	Iteration 51Q: 3 clusters Score -1269058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1269058.125000 Penalty: 3023.389648
	Iteration 52Q: 3 clusters Score -1269058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1269060.500000 Penalty: 3023.389648
	Iteration 53Q: 3 clusters Score -1269060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1269059.625000 Penalty: 3023.389648
	Iteration 54Q: 3 clusters Score -1269060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1269060.750000 Penalty: 3023.389648
	Iteration 55Q: 3 clusters Score -1269061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1269061.250000 Penalty: 3023.389648
	Iteration 56Q: 3 clusters Score -1269061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1269060.875000 Penalty: 3023.389648
	Iteration 57Q: 3 clusters Score -1269061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1269060.875000 Penalty: 3023.389648
	Iteration 58F: 3 clusters Score -1269061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Entering Unmasked Estep 
Score: -5323385.000000 Penalty: 1746.085449
	Iteration 0F: 2 clusters Score -5323385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -5292241.500000 Penalty: 3492.170898
	Iteration 0F: 3 clusters Score -5292242 nChanged 21821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -5304476.000000 Penalty: 3492.170898
	Iteration 1F: 3 clusters Score -5304476 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -5305033.500000 Penalty: 3492.170898
	Iteration 2Q: 3 clusters Score -5305034 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -5305663.500000 Penalty: 3492.170898
	Iteration 3Q: 3 clusters Score -5305664 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -5306569.000000 Penalty: 3492.170898
	Iteration 4Q: 3 clusters Score -5306569 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -5307882.000000 Penalty: 3492.170898
	Iteration 5F: 3 clusters Score -5307882 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -5309772.000000 Penalty: 3492.170898
	Iteration 6F: 3 clusters Score -5309772 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -5312360.500000 Penalty: 3492.170898
	Iteration 7F: 3 clusters Score -5312360 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -5315462.500000 Penalty: 3492.170898
	Iteration 8F: 3 clusters Score -5315462 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -5318321.500000 Penalty: 3492.170898
	Iteration 9F: 3 clusters Score -5318322 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -5320106.000000 Penalty: 3492.170898
	Iteration 10Q: 3 clusters Score -5320106 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -5320969.000000 Penalty: 3492.170898
	Iteration 11Q: 3 clusters Score -5320969 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -5321382.000000 Penalty: 3492.170898
	Iteration 12Q: 3 clusters Score -5321382 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -5321576.500000 Penalty: 3492.170898
	Iteration 13Q: 3 clusters Score -5321576 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -5321686.500000 Penalty: 3492.170898
	Iteration 14Q: 3 clusters Score -5321686 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -5321730.000000 Penalty: 3492.170898
	Iteration 15Q: 3 clusters Score -5321730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -5321758.500000 Penalty: 3492.170898
	Iteration 16Q: 3 clusters Score -5321758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -5321781.500000 Penalty: 3492.170898
	Iteration 17Q: 3 clusters Score -5321782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -5321808.500000 Penalty: 3492.170898
	Iteration 18Q: 3 clusters Score -5321808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -5321816.500000 Penalty: 3492.170898
	Iteration 19Q: 3 clusters Score -5321816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -5321832.500000 Penalty: 3492.170898
	Iteration 20F: 3 clusters Score -5321832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -5321836.500000 Penalty: 3492.170898
	Iteration 21Q: 3 clusters Score -5321836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -5321840.000000 Penalty: 3492.170898
	Iteration 22Q: 3 clusters Score -5321840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -5321846.000000 Penalty: 3492.170898
	Iteration 23Q: 3 clusters Score -5321846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -5321852.500000 Penalty: 3492.170898
	Iteration 24Q: 3 clusters Score -5321852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -5321853.500000 Penalty: 3492.170898
	Iteration 25Q: 3 clusters Score -5321854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -5321853.500000 Penalty: 3492.170898
	Iteration 26F: 3 clusters Score -5321854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -97713.648438 Penalty: 1116.383667
	Iteration 0F: 2 clusters Score -97713.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -96408.039062 Penalty: 2232.767334
	Iteration 0F: 3 clusters Score -96408.04 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -96775.195312 Penalty: 2232.767334
	Iteration 1F: 3 clusters Score -96775.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -96922.250000 Penalty: 2232.767334
	Iteration 2F: 3 clusters Score -96922.25 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -97034.867188 Penalty: 2232.767334
	Iteration 3F: 3 clusters Score -97034.87 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -97125.289062 Penalty: 2232.767334
	Iteration 4Q: 3 clusters Score -97125.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -97197.703125 Penalty: 2232.767334
	Iteration 5Q: 3 clusters Score -97197.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -97251.375000 Penalty: 2232.767334
	Iteration 6Q: 3 clusters Score -97251.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -97276.453125 Penalty: 2232.767334
	Iteration 7Q: 3 clusters Score -97276.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -97287.171875 Penalty: 2232.767334
	Iteration 8Q: 3 clusters Score -97287.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -97299.679688 Penalty: 2232.767334
	Iteration 9Q: 3 clusters Score -97299.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -97309.140625 Penalty: 2232.767334
	Iteration 10Q: 3 clusters Score -97309.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -97317.000000 Penalty: 2232.767334
	Iteration 11Q: 3 clusters Score -97317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -97324.210938 Penalty: 2232.767334
	Iteration 12Q: 3 clusters Score -97324.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -97326.421875 Penalty: 2232.767334
	Iteration 13Q: 3 clusters Score -97326.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -97328.843750 Penalty: 2232.767334
	Iteration 14Q: 3 clusters Score -97328.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -97329.023438 Penalty: 2232.767334
	Iteration 15F: 3 clusters Score -97329.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -97337.515625 Penalty: 2232.767334
	Iteration 16Q: 3 clusters Score -97337.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -97342.656250 Penalty: 2232.767334
	Iteration 17Q: 3 clusters Score -97342.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -97344.250000 Penalty: 2232.767334
	Iteration 18Q: 3 clusters Score -97344.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -97344.250000 Penalty: 2232.767334
	Iteration 19F: 3 clusters Score -97344.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Entering Unmasked Estep 
Score: -4227905.000000 Penalty: 1714.505005
	Iteration 0F: 2 clusters Score -4227905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -4202154.000000 Penalty: 3429.010010
	Iteration 0F: 3 clusters Score -4202154 nChanged 17834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4211985.000000 Penalty: 3429.010010
	Iteration 1F: 3 clusters Score -4211985 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -4212308.500000 Penalty: 3429.010010
	Iteration 2Q: 3 clusters Score -4212308 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -4212638.000000 Penalty: 3429.010010
	Iteration 3Q: 3 clusters Score -4212638 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4213000.500000 Penalty: 3429.010010
	Iteration 4Q: 3 clusters Score -4213000 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4213479.500000 Penalty: 3429.010010
	Iteration 5Q: 3 clusters Score -4213480 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -4214065.000000 Penalty: 3429.010010
	Iteration 6Q: 3 clusters Score -4214065 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -4214921.500000 Penalty: 3429.010010
	Iteration 7Q: 3 clusters Score -4214922 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -4216148.500000 Penalty: 3429.010010
	Iteration 8F: 3 clusters Score -4216148 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -4217697.500000 Penalty: 3429.010010
	Iteration 9F: 3 clusters Score -4217698 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -4219236.500000 Penalty: 3429.010010
	Iteration 10F: 3 clusters Score -4219236 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -4220420.500000 Penalty: 3429.010010
	Iteration 11Q: 3 clusters Score -4220420 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -4221244.500000 Penalty: 3429.010010
	Iteration 12Q: 3 clusters Score -4221244 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -4221812.500000 Penalty: 3429.010010
	Iteration 13Q: 3 clusters Score -4221812 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -4222348.000000 Penalty: 3429.010010
	Iteration 14Q: 3 clusters Score -4222348 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -4222890.000000 Penalty: 3429.010010
	Iteration 15Q: 3 clusters Score -4222890 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -4223434.000000 Penalty: 3429.010010
	Iteration 16Q: 3 clusters Score -4223434 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4223995.000000 Penalty: 3429.010010
	Iteration 17Q: 3 clusters Score -4223995 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -4224527.500000 Penalty: 3429.010010
	Iteration 18Q: 3 clusters Score -4224528 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4225018.500000 Penalty: 3429.010010
	Iteration 19Q: 3 clusters Score -4225018 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4225448.500000 Penalty: 3429.010010
	Iteration 20F: 3 clusters Score -4225448 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4225781.500000 Penalty: 3429.010010
	Iteration 21Q: 3 clusters Score -4225782 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4226046.500000 Penalty: 3429.010010
	Iteration 22Q: 3 clusters Score -4226046 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4226205.000000 Penalty: 3429.010010
	Iteration 23Q: 3 clusters Score -4226205 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4226344.500000 Penalty: 3429.010010
	Iteration 24Q: 3 clusters Score -4226344 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4226418.500000 Penalty: 3429.010010
	Iteration 25Q: 3 clusters Score -4226418 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4226476.500000 Penalty: 3429.010010
	Iteration 26Q: 3 clusters Score -4226476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4226501.500000 Penalty: 3429.010010
	Iteration 27Q: 3 clusters Score -4226502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4226535.000000 Penalty: 3429.010010
	Iteration 28Q: 3 clusters Score -4226535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4226551.500000 Penalty: 3429.010010
	Iteration 29Q: 3 clusters Score -4226552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4226558.000000 Penalty: 3429.010010
	Iteration 30Q: 3 clusters Score -4226558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4226564.500000 Penalty: 3429.010010
	Iteration 31Q: 3 clusters Score -4226564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4226579.000000 Penalty: 3429.010010
	Iteration 32Q: 3 clusters Score -4226579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4226580.000000 Penalty: 3429.010010
	Iteration 33Q: 3 clusters Score -4226580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4226593.000000 Penalty: 3429.010010
	Iteration 34Q: 3 clusters Score -4226593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4226596.000000 Penalty: 3429.010010
	Iteration 35Q: 3 clusters Score -4226596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4226605.500000 Penalty: 3429.010010
	Iteration 36Q: 3 clusters Score -4226606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4226610.500000 Penalty: 3429.010010
	Iteration 37Q: 3 clusters Score -4226610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4226613.000000 Penalty: 3429.010010
	Iteration 38Q: 3 clusters Score -4226613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4226612.500000 Penalty: 3429.010010
	Iteration 39Q: 3 clusters Score -4226612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4226615.000000 Penalty: 3429.010010
	Iteration 40F: 3 clusters Score -4226615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4226620.500000 Penalty: 3429.010010
	Iteration 41Q: 3 clusters Score -4226620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4226616.000000 Penalty: 3429.010010
	Iteration 42Q: 3 clusters Score -4226616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4226617.000000 Penalty: 3429.010010
	Iteration 43Q: 3 clusters Score -4226617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4226617.000000 Penalty: 3429.010010
	Iteration 44F: 3 clusters Score -4226617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Entering Unmasked Estep 
Score: -2111985.000000 Penalty: 1594.899414
	Iteration 0F: 2 clusters Score -2111985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2099484.250000 Penalty: 3189.798828
	Iteration 0F: 3 clusters Score -2099484 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2103884.500000 Penalty: 3189.798828
	Iteration 1F: 3 clusters Score -2103884 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2104125.500000 Penalty: 3189.798828
	Iteration 2Q: 3 clusters Score -2104126 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2104305.500000 Penalty: 3189.798828
	Iteration 3Q: 3 clusters Score -2104306 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2104483.500000 Penalty: 3189.798828
	Iteration 4Q: 3 clusters Score -2104484 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2104636.750000 Penalty: 3189.798828
	Iteration 5Q: 3 clusters Score -2104637 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2104832.500000 Penalty: 3189.798828
	Iteration 6Q: 3 clusters Score -2104832 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2105049.250000 Penalty: 3189.798828
	Iteration 7Q: 3 clusters Score -2105049 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2105310.000000 Penalty: 3189.798828
	Iteration 8Q: 3 clusters Score -2105310 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2105679.000000 Penalty: 3189.798828
	Iteration 9Q: 3 clusters Score -2105679 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2106144.500000 Penalty: 3189.798828
	Iteration 10Q: 3 clusters Score -2106144 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2106734.000000 Penalty: 3189.798828
	Iteration 11F: 3 clusters Score -2106734 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2107419.500000 Penalty: 3189.798828
	Iteration 12F: 3 clusters Score -2107420 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2108122.500000 Penalty: 3189.798828
	Iteration 13F: 3 clusters Score -2108122 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2108756.250000 Penalty: 3189.798828
	Iteration 14Q: 3 clusters Score -2108756 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2109277.750000 Penalty: 3189.798828
	Iteration 15Q: 3 clusters Score -2109278 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2109710.500000 Penalty: 3189.798828
	Iteration 16Q: 3 clusters Score -2109710 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2109995.500000 Penalty: 3189.798828
	Iteration 17Q: 3 clusters Score -2109996 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2110172.000000 Penalty: 3189.798828
	Iteration 18Q: 3 clusters Score -2110172 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2110281.500000 Penalty: 3189.798828
	Iteration 19Q: 3 clusters Score -2110282 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2110359.000000 Penalty: 3189.798828
	Iteration 20F: 3 clusters Score -2110359 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2110412.750000 Penalty: 3189.798828
	Iteration 21Q: 3 clusters Score -2110413 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2110458.500000 Penalty: 3189.798828
	Iteration 22Q: 3 clusters Score -2110458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2110491.250000 Penalty: 3189.798828
	Iteration 23Q: 3 clusters Score -2110491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2110525.000000 Penalty: 3189.798828
	Iteration 24Q: 3 clusters Score -2110525 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2110547.250000 Penalty: 3189.798828
	Iteration 25Q: 3 clusters Score -2110547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2110564.000000 Penalty: 3189.798828
	Iteration 26Q: 3 clusters Score -2110564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2110591.750000 Penalty: 3189.798828
	Iteration 27Q: 3 clusters Score -2110592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2110612.000000 Penalty: 3189.798828
	Iteration 28Q: 3 clusters Score -2110612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2110619.250000 Penalty: 3189.798828
	Iteration 29Q: 3 clusters Score -2110619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2110623.500000 Penalty: 3189.798828
	Iteration 30Q: 3 clusters Score -2110624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2110626.500000 Penalty: 3189.798828
	Iteration 31Q: 3 clusters Score -2110626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2110625.500000 Penalty: 3189.798828
	Iteration 32Q: 3 clusters Score -2110626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2110622.750000 Penalty: 3189.798828
	Iteration 33Q: 3 clusters Score -2110623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2110624.750000 Penalty: 3189.798828
	Iteration 34Q: 3 clusters Score -2110625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2110628.500000 Penalty: 3189.798828
	Iteration 35Q: 3 clusters Score -2110628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2110627.750000 Penalty: 3189.798828
	Iteration 36Q: 3 clusters Score -2110628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2110627.000000 Penalty: 3189.798828
	Iteration 37Q: 3 clusters Score -2110627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2110627.750000 Penalty: 3189.798828
	Iteration 38Q: 3 clusters Score -2110628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2110628.000000 Penalty: 3189.798828
	Iteration 39Q: 3 clusters Score -2110628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2110631.000000 Penalty: 3189.798828
	Iteration 40F: 3 clusters Score -2110631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -421320.125000 Penalty: 1336.121338
	Iteration 0F: 2 clusters Score -421320.1 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 1855 members 
Entering Unmasked Estep 
Score: -418144.937500 Penalty: 2672.242676
	Iteration 0F: 3 clusters Score -418144.9 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -419162.125000 Penalty: 2672.242676
	Iteration 1F: 3 clusters Score -419162.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -419469.125000 Penalty: 2672.242676
	Iteration 2F: 3 clusters Score -419469.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -419695.062500 Penalty: 2672.242676
	Iteration 3F: 3 clusters Score -419695.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -419888.093750 Penalty: 2672.242676
	Iteration 4F: 3 clusters Score -419888.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -420027.312500 Penalty: 2672.242676
	Iteration 5F: 3 clusters Score -420027.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -420139.125000 Penalty: 2672.242676
	Iteration 6Q: 3 clusters Score -420139.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -420234.125000 Penalty: 2672.242676
	Iteration 7Q: 3 clusters Score -420234.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -420302.187500 Penalty: 2672.242676
	Iteration 8Q: 3 clusters Score -420302.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -420372.375000 Penalty: 2672.242676
	Iteration 9Q: 3 clusters Score -420372.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -420428.968750 Penalty: 2672.242676
	Iteration 10Q: 3 clusters Score -420429 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -420483.312500 Penalty: 2672.242676
	Iteration 11Q: 3 clusters Score -420483.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -420529.906250 Penalty: 2672.242676
	Iteration 12Q: 3 clusters Score -420529.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -420559.000000 Penalty: 2672.242676
	Iteration 13Q: 3 clusters Score -420559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -420580.937500 Penalty: 2672.242676
	Iteration 14Q: 3 clusters Score -420580.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -420592.750000 Penalty: 2672.242676
	Iteration 15Q: 3 clusters Score -420592.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -420599.500000 Penalty: 2672.242676
	Iteration 16Q: 3 clusters Score -420599.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -420602.656250 Penalty: 2672.242676
	Iteration 17Q: 3 clusters Score -420602.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -420604.000000 Penalty: 2672.242676
	Iteration 18Q: 3 clusters Score -420604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -420605.000000 Penalty: 2672.242676
	Iteration 19Q: 3 clusters Score -420605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -420605.500000 Penalty: 2672.242676
	Iteration 20F: 3 clusters Score -420605.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (94843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94843 members 
Entering Unmasked Estep 
Score: -10941353.000000 Penalty: 1862.246460
	Iteration 0F: 2 clusters Score -1.094135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -10879225.000000 Penalty: 3724.492920
	Iteration 0F: 3 clusters Score -1.087922e+07 nChanged 45574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -10905399.000000 Penalty: 3724.492920
	Iteration 1F: 3 clusters Score -1.09054e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -10906141.000000 Penalty: 3724.492920
	Iteration 2Q: 3 clusters Score -1.090614e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -10907082.000000 Penalty: 3724.492920
	Iteration 3Q: 3 clusters Score -1.090708e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -10908181.000000 Penalty: 3724.492920
	Iteration 4Q: 3 clusters Score -1.090818e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -10909853.000000 Penalty: 3724.492920
	Iteration 5Q: 3 clusters Score -1.090985e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -10912091.000000 Penalty: 3724.492920
	Iteration 6F: 3 clusters Score -1.091209e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -10915666.000000 Penalty: 3724.492920
	Iteration 7F: 3 clusters Score -1.091567e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 72920 members 
Entering Unmasked Estep 
Score: -10920838.000000 Penalty: 3724.492920
	Iteration 8F: 3 clusters Score -1.092084e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 80283 members 
Entering Unmasked Estep 
Score: -10927314.000000 Penalty: 3724.492920
	Iteration 9F: 3 clusters Score -1.092731e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 87018 members 
Entering Unmasked Estep 
Score: -10933281.000000 Penalty: 3724.492920
	Iteration 10F: 3 clusters Score -1.093328e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
Score: -10937019.000000 Penalty: 3724.492920
	Iteration 11Q: 3 clusters Score -1.093702e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 93475 members 
Entering Unmasked Estep 
Score: -10938696.000000 Penalty: 3724.492920
	Iteration 12Q: 3 clusters Score -1.09387e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 94226 members 
Entering Unmasked Estep 
Score: -10939339.000000 Penalty: 3724.492920
	Iteration 13Q: 3 clusters Score -1.093934e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 94454 members 
Entering Unmasked Estep 
Score: -10939562.000000 Penalty: 3724.492920
	Iteration 14Q: 3 clusters Score -1.093956e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -10939627.000000 Penalty: 3724.492920
	Iteration 15Q: 3 clusters Score -1.093963e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 94539 members 
Entering Unmasked Estep 
Score: -10939686.000000 Penalty: 3724.492920
	Iteration 16Q: 3 clusters Score -1.093969e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 94548 members 
Entering Unmasked Estep 
Score: -10939699.000000 Penalty: 3724.492920
	Iteration 17Q: 3 clusters Score -1.09397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 94558 members 
Entering Unmasked Estep 
Score: -10939710.000000 Penalty: 3724.492920
	Iteration 18Q: 3 clusters Score -1.093971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 94558 members 
Entering Unmasked Estep 
Score: -10939720.000000 Penalty: 3724.492920
	Iteration 19Q: 3 clusters Score -1.093972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 94563 members 
Entering Unmasked Estep 
Score: -10939721.000000 Penalty: 3724.492920
	Iteration 20F: 3 clusters Score -1.093972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 94567 members 
Entering Unmasked Estep 
Score: -10939737.000000 Penalty: 3724.492920
	Iteration 21Q: 3 clusters Score -1.093974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 94571 members 
Entering Unmasked Estep 
Score: -10939753.000000 Penalty: 3724.492920
	Iteration 22Q: 3 clusters Score -1.093975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 94577 members 
Entering Unmasked Estep 
Score: -10939762.000000 Penalty: 3724.492920
	Iteration 23Q: 3 clusters Score -1.093976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 94584 members 
Entering Unmasked Estep 
Score: -10939770.000000 Penalty: 3724.492920
	Iteration 24Q: 3 clusters Score -1.093977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -10939772.000000 Penalty: 3724.492920
	Iteration 25Q: 3 clusters Score -1.093977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -10939769.000000 Penalty: 3724.492920
	Iteration 26Q: 3 clusters Score -1.093977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -10939769.000000 Penalty: 3724.492920
	Iteration 27F: 3 clusters Score -1.093977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Entering Unmasked Estep 
Score: -1198905.750000 Penalty: 1504.887085
	Iteration 0F: 2 clusters Score -1198906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1191489.500000 Penalty: 3009.774170
	Iteration 0F: 3 clusters Score -1191490 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1193913.250000 Penalty: 3009.774170
	Iteration 1F: 3 clusters Score -1193913 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1194261.500000 Penalty: 3009.774170
	Iteration 2F: 3 clusters Score -1194262 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1194636.625000 Penalty: 3009.774170
	Iteration 3F: 3 clusters Score -1194637 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1195069.625000 Penalty: 3009.774170
	Iteration 4F: 3 clusters Score -1195070 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1195568.875000 Penalty: 3009.774170
	Iteration 5F: 3 clusters Score -1195569 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1196090.625000 Penalty: 3009.774170
	Iteration 6F: 3 clusters Score -1196091 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1196553.500000 Penalty: 3009.774170
	Iteration 7F: 3 clusters Score -1196554 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1196903.875000 Penalty: 3009.774170
	Iteration 8Q: 3 clusters Score -1196904 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1197130.625000 Penalty: 3009.774170
	Iteration 9Q: 3 clusters Score -1197131 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1197301.125000 Penalty: 3009.774170
	Iteration 10Q: 3 clusters Score -1197301 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1197375.375000 Penalty: 3009.774170
	Iteration 11Q: 3 clusters Score -1197375 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1197422.375000 Penalty: 3009.774170
	Iteration 12Q: 3 clusters Score -1197422 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1197457.500000 Penalty: 3009.774170
	Iteration 13Q: 3 clusters Score -1197458 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1197485.250000 Penalty: 3009.774170
	Iteration 14Q: 3 clusters Score -1197485 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1197496.375000 Penalty: 3009.774170
	Iteration 15Q: 3 clusters Score -1197496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1197511.750000 Penalty: 3009.774170
	Iteration 16Q: 3 clusters Score -1197512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1197533.000000 Penalty: 3009.774170
	Iteration 17Q: 3 clusters Score -1197533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1197543.625000 Penalty: 3009.774170
	Iteration 18Q: 3 clusters Score -1197544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1197554.500000 Penalty: 3009.774170
	Iteration 19Q: 3 clusters Score -1197554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1197568.375000 Penalty: 3009.774170
	Iteration 20F: 3 clusters Score -1197568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1197579.250000 Penalty: 3009.774170
	Iteration 21Q: 3 clusters Score -1197579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1197583.875000 Penalty: 3009.774170
	Iteration 22Q: 3 clusters Score -1197584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1197589.000000 Penalty: 3009.774170
	Iteration 23Q: 3 clusters Score -1197589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1197595.125000 Penalty: 3009.774170
	Iteration 24Q: 3 clusters Score -1197595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1197596.000000 Penalty: 3009.774170
	Iteration 25Q: 3 clusters Score -1197596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1197602.625000 Penalty: 3009.774170
	Iteration 26Q: 3 clusters Score -1197603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1197606.000000 Penalty: 3009.774170
	Iteration 27Q: 3 clusters Score -1197606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1197608.875000 Penalty: 3009.774170
	Iteration 28Q: 3 clusters Score -1197609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1197609.125000 Penalty: 3009.774170
	Iteration 29Q: 3 clusters Score -1197609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1197613.750000 Penalty: 3009.774170
	Iteration 30Q: 3 clusters Score -1197614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1197616.625000 Penalty: 3009.774170
	Iteration 31Q: 3 clusters Score -1197617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1197611.875000 Penalty: 3009.774170
	Iteration 32Q: 3 clusters Score -1197612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1197615.875000 Penalty: 3009.774170
	Iteration 33Q: 3 clusters Score -1197616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1197617.500000 Penalty: 3009.774170
	Iteration 34Q: 3 clusters Score -1197618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1197616.625000 Penalty: 3009.774170
	Iteration 35Q: 3 clusters Score -1197617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1197618.000000 Penalty: 3009.774170
	Iteration 36Q: 3 clusters Score -1197618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1197617.625000 Penalty: 3009.774170
	Iteration 37Q: 3 clusters Score -1197618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1197617.625000 Penalty: 3009.774170
	Iteration 38F: 3 clusters Score -1197618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -332929.500000 Penalty: 1305.574829
	Iteration 0F: 2 clusters Score -332929.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -330181.031250 Penalty: 2611.149658
	Iteration 0F: 3 clusters Score -330181 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -330928.531250 Penalty: 2611.149658
	Iteration 1F: 3 clusters Score -330928.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -331158.125000 Penalty: 2611.149658
	Iteration 2F: 3 clusters Score -331158.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -331389.562500 Penalty: 2611.149658
	Iteration 3F: 3 clusters Score -331389.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -331630.062500 Penalty: 2611.149658
	Iteration 4F: 3 clusters Score -331630.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -331859.593750 Penalty: 2611.149658
	Iteration 5F: 3 clusters Score -331859.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -332068.375000 Penalty: 2611.149658
	Iteration 6F: 3 clusters Score -332068.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -332250.500000 Penalty: 2611.149658
	Iteration 7Q: 3 clusters Score -332250.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -332405.062500 Penalty: 2611.149658
	Iteration 8Q: 3 clusters Score -332405.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -332510.062500 Penalty: 2611.149658
	Iteration 9Q: 3 clusters Score -332510.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -332611.125000 Penalty: 2611.149658
	Iteration 10Q: 3 clusters Score -332611.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -332694.406250 Penalty: 2611.149658
	Iteration 11Q: 3 clusters Score -332694.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -332750.281250 Penalty: 2611.149658
	Iteration 12Q: 3 clusters Score -332750.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -332801.062500 Penalty: 2611.149658
	Iteration 13Q: 3 clusters Score -332801.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -332823.843750 Penalty: 2611.149658
	Iteration 14Q: 3 clusters Score -332823.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -332829.625000 Penalty: 2611.149658
	Iteration 15Q: 3 clusters Score -332829.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -332832.062500 Penalty: 2611.149658
	Iteration 16Q: 3 clusters Score -332832.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -332833.875000 Penalty: 2611.149658
	Iteration 17Q: 3 clusters Score -332833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -332834.093750 Penalty: 2611.149658
	Iteration 18Q: 3 clusters Score -332834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -332834.593750 Penalty: 2611.149658
	Iteration 19Q: 3 clusters Score -332834.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -332834.593750 Penalty: 2611.149658
	Iteration 20F: 3 clusters Score -332834.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Entering Unmasked Estep 
Score: -357720.531250 Penalty: 1318.626465
	Iteration 0F: 2 clusters Score -357720.5 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 1729 members 
Entering Unmasked Estep 
Score: -354808.062500 Penalty: 2637.252930
	Iteration 0F: 3 clusters Score -354808.1 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -355659.437500 Penalty: 2637.252930
	Iteration 1F: 3 clusters Score -355659.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -355910.218750 Penalty: 2637.252930
	Iteration 2F: 3 clusters Score -355910.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -356095.187500 Penalty: 2637.252930
	Iteration 3F: 3 clusters Score -356095.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -356227.250000 Penalty: 2637.252930
	Iteration 4F: 3 clusters Score -356227.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -356333.937500 Penalty: 2637.252930
	Iteration 5Q: 3 clusters Score -356333.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -356417.562500 Penalty: 2637.252930
	Iteration 6Q: 3 clusters Score -356417.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -356487.156250 Penalty: 2637.252930
	Iteration 7Q: 3 clusters Score -356487.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -356557.593750 Penalty: 2637.252930
	Iteration 8Q: 3 clusters Score -356557.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -356630.156250 Penalty: 2637.252930
	Iteration 9Q: 3 clusters Score -356630.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -356712.000000 Penalty: 2637.252930
	Iteration 10Q: 3 clusters Score -356712 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -356809.531250 Penalty: 2637.252930
	Iteration 11Q: 3 clusters Score -356809.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -356921.250000 Penalty: 2637.252930
	Iteration 12Q: 3 clusters Score -356921.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -357032.000000 Penalty: 2637.252930
	Iteration 13Q: 3 clusters Score -357032 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -357106.125000 Penalty: 2637.252930
	Iteration 14Q: 3 clusters Score -357106.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -357156.687500 Penalty: 2637.252930
	Iteration 15Q: 3 clusters Score -357156.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -357192.406250 Penalty: 2637.252930
	Iteration 16Q: 3 clusters Score -357192.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -357229.375000 Penalty: 2637.252930
	Iteration 17Q: 3 clusters Score -357229.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -357266.343750 Penalty: 2637.252930
	Iteration 18Q: 3 clusters Score -357266.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -357297.531250 Penalty: 2637.252930
	Iteration 19Q: 3 clusters Score -357297.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -357330.937500 Penalty: 2637.252930
	Iteration 20F: 3 clusters Score -357330.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -357371.093750 Penalty: 2637.252930
	Iteration 21Q: 3 clusters Score -357371.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -357393.218750 Penalty: 2637.252930
	Iteration 22Q: 3 clusters Score -357393.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -357420.593750 Penalty: 2637.252930
	Iteration 23Q: 3 clusters Score -357420.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -357435.250000 Penalty: 2637.252930
	Iteration 24Q: 3 clusters Score -357435.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -357442.031250 Penalty: 2637.252930
	Iteration 25Q: 3 clusters Score -357442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -357449.656250 Penalty: 2637.252930
	Iteration 26Q: 3 clusters Score -357449.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -357454.906250 Penalty: 2637.252930
	Iteration 27Q: 3 clusters Score -357454.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -357461.062500 Penalty: 2637.252930
	Iteration 28Q: 3 clusters Score -357461.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -357467.562500 Penalty: 2637.252930
	Iteration 29Q: 3 clusters Score -357467.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -357470.531250 Penalty: 2637.252930
	Iteration 30Q: 3 clusters Score -357470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -357470.781250 Penalty: 2637.252930
	Iteration 31Q: 3 clusters Score -357470.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -357470.781250 Penalty: 2637.252930
	Iteration 32F: 3 clusters Score -357470.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Entering Unmasked Estep 
Score: -463806.781250 Penalty: 1347.579834
	Iteration 0F: 2 clusters Score -463806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -460430.125000 Penalty: 2695.159668
	Iteration 0F: 3 clusters Score -460430.1 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -461347.031250 Penalty: 2695.159668
	Iteration 1F: 3 clusters Score -461347 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -461526.062500 Penalty: 2695.159668
	Iteration 2F: 3 clusters Score -461526.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -461648.500000 Penalty: 2695.159668
	Iteration 3F: 3 clusters Score -461648.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -461761.781250 Penalty: 2695.159668
	Iteration 4Q: 3 clusters Score -461761.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -461892.500000 Penalty: 2695.159668
	Iteration 5Q: 3 clusters Score -461892.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -461993.031250 Penalty: 2695.159668
	Iteration 6Q: 3 clusters Score -461993 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -462082.406250 Penalty: 2695.159668
	Iteration 7Q: 3 clusters Score -462082.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -462166.562500 Penalty: 2695.159668
	Iteration 8Q: 3 clusters Score -462166.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -462246.281250 Penalty: 2695.159668
	Iteration 9Q: 3 clusters Score -462246.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -462329.218750 Penalty: 2695.159668
	Iteration 10Q: 3 clusters Score -462329.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -462408.437500 Penalty: 2695.159668
	Iteration 11Q: 3 clusters Score -462408.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -462467.625000 Penalty: 2695.159668
	Iteration 12Q: 3 clusters Score -462467.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -462514.593750 Penalty: 2695.159668
	Iteration 13Q: 3 clusters Score -462514.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -462540.031250 Penalty: 2695.159668
	Iteration 14Q: 3 clusters Score -462540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -462562.781250 Penalty: 2695.159668
	Iteration 15Q: 3 clusters Score -462562.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -462585.000000 Penalty: 2695.159668
	Iteration 16Q: 3 clusters Score -462585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -462603.468750 Penalty: 2695.159668
	Iteration 17Q: 3 clusters Score -462603.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -462622.187500 Penalty: 2695.159668
	Iteration 18Q: 3 clusters Score -462622.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -462634.312500 Penalty: 2695.159668
	Iteration 19Q: 3 clusters Score -462634.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -462642.937500 Penalty: 2695.159668
	Iteration 20F: 3 clusters Score -462642.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -462646.937500 Penalty: 2695.159668
	Iteration 21Q: 3 clusters Score -462646.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -462651.781250 Penalty: 2695.159668
	Iteration 22Q: 3 clusters Score -462651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -462654.531250 Penalty: 2695.159668
	Iteration 23Q: 3 clusters Score -462654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -462658.656250 Penalty: 2695.159668
	Iteration 24Q: 3 clusters Score -462658.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -462659.437500 Penalty: 2695.159668
	Iteration 25Q: 3 clusters Score -462659.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -462660.968750 Penalty: 2695.159668
	Iteration 26Q: 3 clusters Score -462661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -462662.312500 Penalty: 2695.159668
	Iteration 27Q: 3 clusters Score -462662.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -462662.937500 Penalty: 2695.159668
	Iteration 28Q: 3 clusters Score -462662.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -462662.937500 Penalty: 2695.159668
	Iteration 29F: 3 clusters Score -462662.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (144174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144174 members 
Entering Unmasked Estep 
Score: -16307384.000000 Penalty: 1930.301147
	Iteration 0F: 2 clusters Score -1.630738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -16212607.000000 Penalty: 3860.602295
	Iteration 0F: 3 clusters Score -1.621261e+07 nChanged 69032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -16255185.000000 Penalty: 3860.602295
	Iteration 1F: 3 clusters Score -1.625518e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 83504 members 
Entering Unmasked Estep 
Score: -16259491.000000 Penalty: 3860.602295
	Iteration 2F: 3 clusters Score -1.625949e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 89695 members 
Entering Unmasked Estep 
Score: -16266213.000000 Penalty: 3860.602295
	Iteration 3F: 3 clusters Score -1.626621e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 97566 members 
Entering Unmasked Estep 
Score: -16275474.000000 Penalty: 3860.602295
	Iteration 4F: 3 clusters Score -1.627547e+07 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 105684 members 
Entering Unmasked Estep 
Score: -16285370.000000 Penalty: 3860.602295
	Iteration 5F: 3 clusters Score -1.628537e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 112259 members 
Entering Unmasked Estep 
Score: -16292907.000000 Penalty: 3860.602295
	Iteration 6F: 3 clusters Score -1.629291e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 116870 members 
Entering Unmasked Estep 
Score: -16297149.000000 Penalty: 3860.602295
	Iteration 7Q: 3 clusters Score -1.629715e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 120313 members 
Entering Unmasked Estep 
Score: -16299541.000000 Penalty: 3860.602295
	Iteration 8Q: 3 clusters Score -1.629954e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 123237 members 
Entering Unmasked Estep 
Score: -16300986.000000 Penalty: 3860.602295
	Iteration 9Q: 3 clusters Score -1.630099e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 125832 members 
Entering Unmasked Estep 
Score: -16302150.000000 Penalty: 3860.602295
	Iteration 10Q: 3 clusters Score -1.630215e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -16302980.000000 Penalty: 3860.602295
	Iteration 11Q: 3 clusters Score -1.630298e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 130107 members 
Entering Unmasked Estep 
Score: -16303769.000000 Penalty: 3860.602295
	Iteration 12Q: 3 clusters Score -1.630377e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 131896 members 
Entering Unmasked Estep 
Score: -16304449.000000 Penalty: 3860.602295
	Iteration 13Q: 3 clusters Score -1.630445e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 133459 members 
Entering Unmasked Estep 
Score: -16304978.000000 Penalty: 3860.602295
	Iteration 14Q: 3 clusters Score -1.630498e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 134812 members 
Entering Unmasked Estep 
Score: -16305400.000000 Penalty: 3860.602295
	Iteration 15Q: 3 clusters Score -1.63054e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 135982 members 
Entering Unmasked Estep 
Score: -16305730.000000 Penalty: 3860.602295
	Iteration 16Q: 3 clusters Score -1.630573e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 136932 members 
Entering Unmasked Estep 
Score: -16305944.000000 Penalty: 3860.602295
	Iteration 17Q: 3 clusters Score -1.630594e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 137741 members 
Entering Unmasked Estep 
Score: -16306153.000000 Penalty: 3860.602295
	Iteration 18Q: 3 clusters Score -1.630615e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 138412 members 
Entering Unmasked Estep 
Score: -16306267.000000 Penalty: 3860.602295
	Iteration 19Q: 3 clusters Score -1.630627e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 139036 members 
Entering Unmasked Estep 
Score: -16306408.000000 Penalty: 3860.602295
	Iteration 20F: 3 clusters Score -1.630641e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 139562 members 
Entering Unmasked Estep 
Score: -16306468.000000 Penalty: 3860.602295
	Iteration 21Q: 3 clusters Score -1.630647e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 139984 members 
Entering Unmasked Estep 
Score: -16306537.000000 Penalty: 3860.602295
	Iteration 22Q: 3 clusters Score -1.630654e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 140306 members 
Entering Unmasked Estep 
Score: -16306542.000000 Penalty: 3860.602295
	Iteration 23Q: 3 clusters Score -1.630654e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 140603 members 
Entering Unmasked Estep 
Score: -16306642.000000 Penalty: 3860.602295
	Iteration 24Q: 3 clusters Score -1.630664e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 140858 members 
Entering Unmasked Estep 
Score: -16306657.000000 Penalty: 3860.602295
	Iteration 25Q: 3 clusters Score -1.630666e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 141074 members 
Entering Unmasked Estep 
Score: -16306694.000000 Penalty: 3860.602295
	Iteration 26Q: 3 clusters Score -1.630669e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 141252 members 
Entering Unmasked Estep 
Score: -16306685.000000 Penalty: 3860.602295
	Iteration 27Q: 3 clusters Score -1.630668e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 141403 members 
Entering Unmasked Estep 
Score: -16306717.000000 Penalty: 3860.602295
	Iteration 28Q: 3 clusters Score -1.630672e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 141533 members 
Entering Unmasked Estep 
Score: -16306680.000000 Penalty: 3860.602295
	Iteration 29Q: 3 clusters Score -1.630668e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 141654 members 
Entering Unmasked Estep 
Score: -16306686.000000 Penalty: 3860.602295
	Iteration 30Q: 3 clusters Score -1.630669e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 141770 members 
Entering Unmasked Estep 
Score: -16306678.000000 Penalty: 3860.602295
	Iteration 31Q: 3 clusters Score -1.630668e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 141860 members 
Entering Unmasked Estep 
Score: -16306692.000000 Penalty: 3860.602295
	Iteration 32Q: 3 clusters Score -1.630669e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 141934 members 
Entering Unmasked Estep 
Score: -16306694.000000 Penalty: 3860.602295
	Iteration 33Q: 3 clusters Score -1.630669e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 141999 members 
Entering Unmasked Estep 
Score: -16306691.000000 Penalty: 3860.602295
	Iteration 34Q: 3 clusters Score -1.630669e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 142047 members 
Entering Unmasked Estep 
Score: -16306682.000000 Penalty: 3860.602295
	Iteration 35Q: 3 clusters Score -1.630668e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 142093 members 
Entering Unmasked Estep 
Score: -16306687.000000 Penalty: 3860.602295
	Iteration 36Q: 3 clusters Score -1.630669e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 142139 members 
Entering Unmasked Estep 
Score: -16306697.000000 Penalty: 3860.602295
	Iteration 37Q: 3 clusters Score -1.63067e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 142180 members 
Entering Unmasked Estep 
Score: -16306691.000000 Penalty: 3860.602295
	Iteration 38Q: 3 clusters Score -1.630669e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 142217 members 
Entering Unmasked Estep 
Score: -16306687.000000 Penalty: 3860.602295
	Iteration 39Q: 3 clusters Score -1.630669e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 142251 members 
Entering Unmasked Estep 
Score: -16306712.000000 Penalty: 3860.602295
	Iteration 40F: 3 clusters Score -1.630671e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 142279 members 
Entering Unmasked Estep 
Score: -16306730.000000 Penalty: 3860.602295
	Iteration 41Q: 3 clusters Score -1.630673e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 142308 members 
Entering Unmasked Estep 
Score: -16306714.000000 Penalty: 3860.602295
	Iteration 42Q: 3 clusters Score -1.630671e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 142340 members 
Entering Unmasked Estep 
Score: -16306744.000000 Penalty: 3860.602295
	Iteration 43Q: 3 clusters Score -1.630674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 142364 members 
Entering Unmasked Estep 
Score: -16306755.000000 Penalty: 3860.602295
	Iteration 44Q: 3 clusters Score -1.630676e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 142382 members 
Entering Unmasked Estep 
Score: -16306732.000000 Penalty: 3860.602295
	Iteration 45Q: 3 clusters Score -1.630673e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 142401 members 
Entering Unmasked Estep 
Score: -16306755.000000 Penalty: 3860.602295
	Iteration 46Q: 3 clusters Score -1.630676e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 142422 members 
Entering Unmasked Estep 
Score: -16306746.000000 Penalty: 3860.602295
	Iteration 47Q: 3 clusters Score -1.630675e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 142444 members 
Entering Unmasked Estep 
Score: -16306776.000000 Penalty: 3860.602295
	Iteration 48Q: 3 clusters Score -1.630678e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 142460 members 
Entering Unmasked Estep 
Score: -16306777.000000 Penalty: 3860.602295
	Iteration 49Q: 3 clusters Score -1.630678e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 142474 members 
Entering Unmasked Estep 
Score: -16306765.000000 Penalty: 3860.602295
	Iteration 50Q: 3 clusters Score -1.630676e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 142493 members 
Entering Unmasked Estep 
Score: -16306780.000000 Penalty: 3860.602295
	Iteration 51Q: 3 clusters Score -1.630678e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 142517 members 
Entering Unmasked Estep 
Score: -16306771.000000 Penalty: 3860.602295
	Iteration 52Q: 3 clusters Score -1.630677e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 142530 members 
Entering Unmasked Estep 
Score: -16306749.000000 Penalty: 3860.602295
	Iteration 53Q: 3 clusters Score -1.630675e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 142543 members 
Entering Unmasked Estep 
Score: -16306754.000000 Penalty: 3860.602295
	Iteration 54Q: 3 clusters Score -1.630675e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 142560 members 
Entering Unmasked Estep 
Score: -16306750.000000 Penalty: 3860.602295
	Iteration 55Q: 3 clusters Score -1.630675e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 142573 members 
Entering Unmasked Estep 
Score: -16306749.000000 Penalty: 3860.602295
	Iteration 56Q: 3 clusters Score -1.630675e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 142587 members 
Entering Unmasked Estep 
Score: -16306761.000000 Penalty: 3860.602295
	Iteration 57Q: 3 clusters Score -1.630676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 142592 members 
Entering Unmasked Estep 
Score: -16306755.000000 Penalty: 3860.602295
	Iteration 58Q: 3 clusters Score -1.630676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 142597 members 
Entering Unmasked Estep 
Score: -16306749.000000 Penalty: 3860.602295
	Iteration 59Q: 3 clusters Score -1.630675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 142593 members 
Entering Unmasked Estep 
Score: -16306764.000000 Penalty: 3860.602295
	Iteration 60F: 3 clusters Score -1.630676e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 142596 members 
Entering Unmasked Estep 
Score: -16306760.000000 Penalty: 3860.602295
	Iteration 61Q: 3 clusters Score -1.630676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 142610 members 
Entering Unmasked Estep 
Score: -16306751.000000 Penalty: 3860.602295
	Iteration 62Q: 3 clusters Score -1.630675e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 142621 members 
Entering Unmasked Estep 
Score: -16306753.000000 Penalty: 3860.602295
	Iteration 63Q: 3 clusters Score -1.630675e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 142638 members 
Entering Unmasked Estep 
Score: -16306761.000000 Penalty: 3860.602295
	Iteration 64Q: 3 clusters Score -1.630676e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 142643 members 
Entering Unmasked Estep 
Score: -16306802.000000 Penalty: 3860.602295
	Iteration 65Q: 3 clusters Score -1.63068e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 142642 members 
Entering Unmasked Estep 
Score: -16306833.000000 Penalty: 3860.602295
	Iteration 66Q: 3 clusters Score -1.630683e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 142640 members 
Entering Unmasked Estep 
Score: -16306858.000000 Penalty: 3860.602295
	Iteration 67Q: 3 clusters Score -1.630686e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 142630 members 
Entering Unmasked Estep 
Score: -16306866.000000 Penalty: 3860.602295
	Iteration 68Q: 3 clusters Score -1.630687e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 142611 members 
Entering Unmasked Estep 
Score: -16306881.000000 Penalty: 3860.602295
	Iteration 69Q: 3 clusters Score -1.630688e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 142573 members 
Entering Unmasked Estep 
Score: -16306897.000000 Penalty: 3860.602295
	Iteration 70Q: 3 clusters Score -1.63069e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 142524 members 
Entering Unmasked Estep 
Score: -16306943.000000 Penalty: 3860.602295
	Iteration 71Q: 3 clusters Score -1.630694e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 142490 members 
Entering Unmasked Estep 
Score: -16306946.000000 Penalty: 3860.602295
	Iteration 72Q: 3 clusters Score -1.630695e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 142449 members 
Entering Unmasked Estep 
Score: -16306991.000000 Penalty: 3860.602295
	Iteration 73Q: 3 clusters Score -1.630699e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 142407 members 
Entering Unmasked Estep 
Score: -16307001.000000 Penalty: 3860.602295
	Iteration 74Q: 3 clusters Score -1.6307e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 142376 members 
Entering Unmasked Estep 
Score: -16307014.000000 Penalty: 3860.602295
	Iteration 75Q: 3 clusters Score -1.630701e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 142332 members 
Entering Unmasked Estep 
Score: -16307065.000000 Penalty: 3860.602295
	Iteration 76Q: 3 clusters Score -1.630706e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 142297 members 
Entering Unmasked Estep 
Score: -16307066.000000 Penalty: 3860.602295
	Iteration 77Q: 3 clusters Score -1.630707e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 142272 members 
Entering Unmasked Estep 
Score: -16307071.000000 Penalty: 3860.602295
	Iteration 78Q: 3 clusters Score -1.630707e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 142253 members 
Entering Unmasked Estep 
Score: -16307070.000000 Penalty: 3860.602295
	Iteration 79Q: 3 clusters Score -1.630707e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 142241 members 
Entering Unmasked Estep 
Score: -16307087.000000 Penalty: 3860.602295
	Iteration 80F: 3 clusters Score -1.630709e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 142214 members 
Entering Unmasked Estep 
Score: -16307104.000000 Penalty: 3860.602295
	Iteration 81Q: 3 clusters Score -1.63071e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 142186 members 
Entering Unmasked Estep 
Score: -16307098.000000 Penalty: 3860.602295
	Iteration 82Q: 3 clusters Score -1.63071e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 142154 members 
Entering Unmasked Estep 
Score: -16307099.000000 Penalty: 3860.602295
	Iteration 83Q: 3 clusters Score -1.63071e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 142122 members 
Entering Unmasked Estep 
Score: -16307120.000000 Penalty: 3860.602295
	Iteration 84Q: 3 clusters Score -1.630712e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 142097 members 
Entering Unmasked Estep 
Score: -16307132.000000 Penalty: 3860.602295
	Iteration 85Q: 3 clusters Score -1.630713e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 142081 members 
Entering Unmasked Estep 
Score: -16307127.000000 Penalty: 3860.602295
	Iteration 86Q: 3 clusters Score -1.630713e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 142061 members 
Entering Unmasked Estep 
Score: -16307137.000000 Penalty: 3860.602295
	Iteration 87Q: 3 clusters Score -1.630714e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 142043 members 
Entering Unmasked Estep 
Score: -16307147.000000 Penalty: 3860.602295
	Iteration 88Q: 3 clusters Score -1.630715e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 142021 members 
Entering Unmasked Estep 
Score: -16307140.000000 Penalty: 3860.602295
	Iteration 89Q: 3 clusters Score -1.630714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 142000 members 
Entering Unmasked Estep 
Score: -16307140.000000 Penalty: 3860.602295
	Iteration 90Q: 3 clusters Score -1.630714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 141988 members 
Entering Unmasked Estep 
Score: -16307144.000000 Penalty: 3860.602295
	Iteration 91Q: 3 clusters Score -1.630714e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 141976 members 
Entering Unmasked Estep 
Score: -16307154.000000 Penalty: 3860.602295
	Iteration 92Q: 3 clusters Score -1.630715e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 141962 members 
Entering Unmasked Estep 
Score: -16307158.000000 Penalty: 3860.602295
	Iteration 93Q: 3 clusters Score -1.630716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 141949 members 
Entering Unmasked Estep 
Score: -16307171.000000 Penalty: 3860.602295
	Iteration 94Q: 3 clusters Score -1.630717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 141934 members 
Entering Unmasked Estep 
Score: -16307161.000000 Penalty: 3860.602295
	Iteration 95Q: 3 clusters Score -1.630716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 141922 members 
Entering Unmasked Estep 
Score: -16307168.000000 Penalty: 3860.602295
	Iteration 96Q: 3 clusters Score -1.630717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 141915 members 
Entering Unmasked Estep 
Score: -16307172.000000 Penalty: 3860.602295
	Iteration 97Q: 3 clusters Score -1.630717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 141914 members 
Entering Unmasked Estep 
Score: -16307185.000000 Penalty: 3860.602295
	Iteration 98Q: 3 clusters Score -1.630718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 141909 members 
Entering Unmasked Estep 
Score: -16307184.000000 Penalty: 3860.602295
	Iteration 99Q: 3 clusters Score -1.630718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 141906 members 
Entering Unmasked Estep 
Score: -16307193.000000 Penalty: 3860.602295
	Iteration 100F: 3 clusters Score -1.630719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 141902 members 
Entering Unmasked Estep 
Score: -16307194.000000 Penalty: 3860.602295
	Iteration 101Q: 3 clusters Score -1.630719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 141895 members 
Entering Unmasked Estep 
Score: -16307186.000000 Penalty: 3860.602295
	Iteration 102Q: 3 clusters Score -1.630719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 141888 members 
Entering Unmasked Estep 
Score: -16307195.000000 Penalty: 3860.602295
	Iteration 103Q: 3 clusters Score -1.63072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 141878 members 
Entering Unmasked Estep 
Score: -16307199.000000 Penalty: 3860.602295
	Iteration 104Q: 3 clusters Score -1.63072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 141870 members 
Entering Unmasked Estep 
Score: -16307181.000000 Penalty: 3860.602295
	Iteration 105Q: 3 clusters Score -1.630718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 141860 members 
Entering Unmasked Estep 
Score: -16307185.000000 Penalty: 3860.602295
	Iteration 106Q: 3 clusters Score -1.630718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 141855 members 
Entering Unmasked Estep 
Score: -16307182.000000 Penalty: 3860.602295
	Iteration 107Q: 3 clusters Score -1.630718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 141846 members 
Entering Unmasked Estep 
Score: -16307190.000000 Penalty: 3860.602295
	Iteration 108Q: 3 clusters Score -1.630719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 141836 members 
Entering Unmasked Estep 
Score: -16307192.000000 Penalty: 3860.602295
	Iteration 109Q: 3 clusters Score -1.630719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 141830 members 
Entering Unmasked Estep 
Score: -16307190.000000 Penalty: 3860.602295
	Iteration 110Q: 3 clusters Score -1.630719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 141831 members 
Entering Unmasked Estep 
Score: -16307200.000000 Penalty: 3860.602295
	Iteration 111Q: 3 clusters Score -1.63072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 141829 members 
Entering Unmasked Estep 
Score: -16307198.000000 Penalty: 3860.602295
	Iteration 112Q: 3 clusters Score -1.63072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 141827 members 
Entering Unmasked Estep 
Score: -16307194.000000 Penalty: 3860.602295
	Iteration 113Q: 3 clusters Score -1.630719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 141825 members 
Entering Unmasked Estep 
Score: -16307190.000000 Penalty: 3860.602295
	Iteration 114Q: 3 clusters Score -1.630719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 141827 members 
Entering Unmasked Estep 
Score: -16307203.000000 Penalty: 3860.602295
	Iteration 115Q: 3 clusters Score -1.63072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 141826 members 
Entering Unmasked Estep 
Score: -16307188.000000 Penalty: 3860.602295
	Iteration 116Q: 3 clusters Score -1.630719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 141825 members 
Entering Unmasked Estep 
Score: -16307193.000000 Penalty: 3860.602295
	Iteration 117Q: 3 clusters Score -1.630719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 141820 members 
Entering Unmasked Estep 
Score: -16307204.000000 Penalty: 3860.602295
	Iteration 118Q: 3 clusters Score -1.63072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 141819 members 
Entering Unmasked Estep 
Score: -16307198.000000 Penalty: 3860.602295
	Iteration 119Q: 3 clusters Score -1.63072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 141816 members 
Entering Unmasked Estep 
Score: -16307206.000000 Penalty: 3860.602295
	Iteration 120F: 3 clusters Score -1.630721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 141812 members 
Entering Unmasked Estep 
Score: -16307213.000000 Penalty: 3860.602295
	Iteration 121Q: 3 clusters Score -1.630721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 141810 members 
Entering Unmasked Estep 
Score: -16307209.000000 Penalty: 3860.602295
	Iteration 122Q: 3 clusters Score -1.630721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 141807 members 
Entering Unmasked Estep 
Score: -16307208.000000 Penalty: 3860.602295
	Iteration 123Q: 3 clusters Score -1.630721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 141803 members 
Entering Unmasked Estep 
Score: -16307210.000000 Penalty: 3860.602295
	Iteration 124Q: 3 clusters Score -1.630721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 141799 members 
Entering Unmasked Estep 
Score: -16307208.000000 Penalty: 3860.602295
	Iteration 125Q: 3 clusters Score -1.630721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 141800 members 
Entering Unmasked Estep 
Score: -16307206.000000 Penalty: 3860.602295
	Iteration 126Q: 3 clusters Score -1.630721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 141802 members 
Entering Unmasked Estep 
Score: -16307209.000000 Penalty: 3860.602295
	Iteration 127Q: 3 clusters Score -1.630721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 141800 members 
Entering Unmasked Estep 
Score: -16307199.000000 Penalty: 3860.602295
	Iteration 128Q: 3 clusters Score -1.63072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 141795 members 
Entering Unmasked Estep 
Score: -16307192.000000 Penalty: 3860.602295
	Iteration 129Q: 3 clusters Score -1.630719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 141792 members 
Entering Unmasked Estep 
Score: -16307190.000000 Penalty: 3860.602295
	Iteration 130Q: 3 clusters Score -1.630719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 141790 members 
Entering Unmasked Estep 
Score: -16307185.000000 Penalty: 3860.602295
	Iteration 131Q: 3 clusters Score -1.630718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 141788 members 
Entering Unmasked Estep 
Score: -16307190.000000 Penalty: 3860.602295
	Iteration 132Q: 3 clusters Score -1.630719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 141785 members 
Entering Unmasked Estep 
Score: -16307187.000000 Penalty: 3860.602295
	Iteration 133Q: 3 clusters Score -1.630719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 141781 members 
Entering Unmasked Estep 
Score: -16307194.000000 Penalty: 3860.602295
	Iteration 134Q: 3 clusters Score -1.630719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 141777 members 
Entering Unmasked Estep 
Score: -16307195.000000 Penalty: 3860.602295
	Iteration 135Q: 3 clusters Score -1.63072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 141770 members 
Entering Unmasked Estep 
Score: -16307189.000000 Penalty: 3860.602295
	Iteration 136Q: 3 clusters Score -1.630719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 141766 members 
Entering Unmasked Estep 
Score: -16307198.000000 Penalty: 3860.602295
	Iteration 137Q: 3 clusters Score -1.63072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 141763 members 
Entering Unmasked Estep 
Score: -16307196.000000 Penalty: 3860.602295
	Iteration 138Q: 3 clusters Score -1.63072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 141760 members 
Entering Unmasked Estep 
Score: -16307183.000000 Penalty: 3860.602295
	Iteration 139Q: 3 clusters Score -1.630718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 141759 members 
Entering Unmasked Estep 
Score: -16307196.000000 Penalty: 3860.602295
	Iteration 140F: 3 clusters Score -1.63072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76812 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87913 members 
Mstep: Class 7 contains 10198 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95090 members 
Mstep: Class 10 contains 146547 members 
Mstep: Class 11 contains 79016 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94843 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 144174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110664.000000 Penalty: 51286.125000
Iteration 479Q: 24 clusters Score -1.021107e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76790 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87920 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95102 members 
Mstep: Class 10 contains 146547 members 
Mstep: Class 11 contains 79023 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94841 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3995 members 
Mstep: Class 23 contains 144175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110584.000000 Penalty: 51286.125000
Iteration 480F: 24 clusters Score -1.021106e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76785 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87935 members 
Mstep: Class 7 contains 10193 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95097 members 
Mstep: Class 10 contains 146549 members 
Mstep: Class 11 contains 79021 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94841 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 144177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110720.000000 Penalty: 51286.125000
Iteration 481Q: 24 clusters Score -1.021107e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76775 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87912 members 
Mstep: Class 7 contains 10195 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95112 members 
Mstep: Class 10 contains 146549 members 
Mstep: Class 11 contains 79037 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94846 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 144177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110784.000000 Penalty: 51286.125000
Iteration 482Q: 24 clusters Score -1.021108e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76774 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87906 members 
Mstep: Class 7 contains 10194 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95117 members 
Mstep: Class 10 contains 146549 members 
Mstep: Class 11 contains 79036 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94853 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 144177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110848.000000 Penalty: 51286.125000
Iteration 483Q: 24 clusters Score -1.021108e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76766 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87910 members 
Mstep: Class 7 contains 10202 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95120 members 
Mstep: Class 10 contains 146549 members 
Mstep: Class 11 contains 79027 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94857 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 144177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110880.000000 Penalty: 51286.125000
Iteration 484Q: 24 clusters Score -1.021109e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76770 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87927 members 
Mstep: Class 7 contains 10208 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95107 members 
Mstep: Class 10 contains 146549 members 
Mstep: Class 11 contains 79013 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94858 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 144177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110800.000000 Penalty: 51286.125000
Iteration 485Q: 24 clusters Score -1.021108e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76777 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87933 members 
Mstep: Class 7 contains 10209 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95098 members 
Mstep: Class 10 contains 146550 members 
Mstep: Class 11 contains 79010 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94859 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 144177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110808.000000 Penalty: 51286.125000
Iteration 486Q: 24 clusters Score -1.021108e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76798 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87921 members 
Mstep: Class 7 contains 10210 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95080 members 
Mstep: Class 10 contains 146550 members 
Mstep: Class 11 contains 79026 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94859 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 144177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110728.000000 Penalty: 51286.125000
Iteration 487Q: 24 clusters Score -1.021107e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76811 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87920 members 
Mstep: Class 7 contains 10212 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95064 members 
Mstep: Class 10 contains 146550 members 
Mstep: Class 11 contains 79025 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94863 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 144177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110808.000000 Penalty: 51286.125000
Iteration 488Q: 24 clusters Score -1.021108e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76820 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87915 members 
Mstep: Class 7 contains 10212 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95060 members 
Mstep: Class 10 contains 146550 members 
Mstep: Class 11 contains 79022 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94869 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 144177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110816.000000 Penalty: 51286.125000
Iteration 489Q: 24 clusters Score -1.021108e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76817 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87920 members 
Mstep: Class 7 contains 10212 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95060 members 
Mstep: Class 10 contains 146550 members 
Mstep: Class 11 contains 79023 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94869 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 144177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110672.000000 Penalty: 51286.125000
Iteration 490Q: 24 clusters Score -1.021107e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76819 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87912 members 
Mstep: Class 7 contains 10210 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95053 members 
Mstep: Class 10 contains 146550 members 
Mstep: Class 11 contains 79041 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94869 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3994 members 
Mstep: Class 23 contains 144178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110688.000000 Penalty: 51286.125000
Iteration 491Q: 24 clusters Score -1.021107e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76829 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87907 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95041 members 
Mstep: Class 10 contains 146550 members 
Mstep: Class 11 contains 79053 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94869 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 144179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110832.000000 Penalty: 51286.125000
Iteration 492Q: 24 clusters Score -1.021108e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76827 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87924 members 
Mstep: Class 7 contains 10205 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95022 members 
Mstep: Class 10 contains 146550 members 
Mstep: Class 11 contains 79059 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94868 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3992 members 
Mstep: Class 23 contains 144180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110832.000000 Penalty: 51286.125000
Iteration 493Q: 24 clusters Score -1.021108e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76829 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87933 members 
Mstep: Class 7 contains 10204 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 95006 members 
Mstep: Class 10 contains 146551 members 
Mstep: Class 11 contains 79065 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94866 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 144181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110872.000000 Penalty: 51286.125000
Iteration 494Q: 24 clusters Score -1.021109e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76832 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87952 members 
Mstep: Class 7 contains 10204 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94982 members 
Mstep: Class 10 contains 146551 members 
Mstep: Class 11 contains 79074 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94863 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3990 members 
Mstep: Class 23 contains 144181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110920.000000 Penalty: 51286.125000
Iteration 495Q: 24 clusters Score -1.021109e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76841 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87951 members 
Mstep: Class 7 contains 10202 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94966 members 
Mstep: Class 10 contains 146551 members 
Mstep: Class 11 contains 79087 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94863 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3990 members 
Mstep: Class 23 contains 144181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110920.000000 Penalty: 51286.125000
Iteration 496Q: 24 clusters Score -1.021109e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76842 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87950 members 
Mstep: Class 7 contains 10202 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94960 members 
Mstep: Class 10 contains 146551 members 
Mstep: Class 11 contains 79097 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94861 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3990 members 
Mstep: Class 23 contains 144181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110912.000000 Penalty: 51286.125000
Iteration 497Q: 24 clusters Score -1.021109e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76840 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87955 members 
Mstep: Class 7 contains 10199 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94947 members 
Mstep: Class 10 contains 146551 members 
Mstep: Class 11 contains 79113 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94856 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3990 members 
Mstep: Class 23 contains 144182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110840.000000 Penalty: 51286.125000
Iteration 498Q: 24 clusters Score -1.021108e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76833 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87980 members 
Mstep: Class 7 contains 10200 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94936 members 
Mstep: Class 10 contains 146551 members 
Mstep: Class 11 contains 79110 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94850 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3990 members 
Mstep: Class 23 contains 144184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110912.000000 Penalty: 51286.125000
Iteration 499Q: 24 clusters Score -1.021109e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 3566 members 
Mstep: Class 3 contains 76832 members 
Mstep: Class 4 contains 10648 members 
Mstep: Class 5 contains 457 members 
Mstep: Class 6 contains 87998 members 
Mstep: Class 7 contains 10201 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 94920 members 
Mstep: Class 10 contains 146551 members 
Mstep: Class 11 contains 79110 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 46403 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 38208 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 3723 members 
Mstep: Class 18 contains 94849 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 3990 members 
Mstep: Class 23 contains 144185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110824.000000 Penalty: 51286.125000
Iteration 500F: 24 clusters Score -1.021108e+08 nChanged 117
Maximum iterations exceeded
--- Evaluating fit on full set of 2732297 points ---
Entering Unmasked Estep 
Score: -306082816.000000 Penalty: 55392.191406
20->24 Clusters: Score -306082816.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 910765 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 45267 members 
Mstep: Class 3 contains 45644 members 
Mstep: Class 4 contains 45552 members 
Mstep: Class 5 contains 45319 members 
Mstep: Class 6 contains 45509 members 
Mstep: Class 7 contains 45816 members 
Mstep: Class 8 contains 45298 members 
Mstep: Class 9 contains 45646 members 
Mstep: Class 10 contains 45773 members 
Mstep: Class 11 contains 45626 members 
Mstep: Class 12 contains 45156 members 
Mstep: Class 13 contains 45645 members 
Mstep: Class 14 contains 45535 members 
Mstep: Class 15 contains 45773 members 
Mstep: Class 16 contains 44961 members 
Mstep: Class 17 contains 45657 members 
Mstep: Class 18 contains 45817 members 
Mstep: Class 19 contains 45533 members 
Mstep: Class 20 contains 45528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 608.443848 but Gain 2229.828125
Score: -98466248.000000 Penalty: 42366.800781
Iteration 0F: 20 clusters Score -9.846625e+07 nChanged 861483
Entering Unmasked Mstep 
Mstep: Class 0 contains 440 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 76227 members 
Mstep: Class 3 contains 53048 members 
Mstep: Class 4 contains 42792 members 
Mstep: Class 5 contains 78224 members 
Mstep: Class 6 contains 26356 members 
Mstep: Class 7 contains 61715 members 
Mstep: Class 8 contains 71395 members 
Mstep: Class 9 contains 28823 members 
Mstep: Class 10 contains 43024 members 
Mstep: Class 11 contains 35161 members 
Mstep: Class 12 contains 32204 members 
Mstep: Class 13 contains 31870 members 
Mstep: Class 14 contains 16941 members 
Mstep: Class 15 contains 41542 members 
Mstep: Class 16 contains 40200 members 
Mstep: Class 17 contains 68087 members 
Mstep: Class 18 contains 24861 members 
Mstep: Class 20 contains 90058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100411752.000000 Penalty: 42366.800781
Iteration 1F: 20 clusters Score -1.004118e+08 nChanged 302188
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 95996 members 
Mstep: Class 3 contains 65692 members 
Mstep: Class 4 contains 39194 members 
Mstep: Class 5 contains 80776 members 
Mstep: Class 6 contains 19950 members 
Mstep: Class 7 contains 67816 members 
Mstep: Class 8 contains 67931 members 
Mstep: Class 9 contains 31528 members 
Mstep: Class 10 contains 36722 members 
Mstep: Class 11 contains 41154 members 
Mstep: Class 12 contains 35341 members 
Mstep: Class 13 contains 33206 members 
Mstep: Class 14 contains 14575 members 
Mstep: Class 15 contains 39995 members 
Mstep: Class 16 contains 26205 members 
Mstep: Class 17 contains 54922 members 
Mstep: Class 18 contains 24297 members 
Mstep: Class 20 contains 88265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100816512.000000 Penalty: 42366.800781
Iteration 2F: 20 clusters Score -1.008165e+08 nChanged 212116
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 106257 members 
Mstep: Class 3 contains 74061 members 
Mstep: Class 4 contains 33619 members 
Mstep: Class 5 contains 83377 members 
Mstep: Class 6 contains 14633 members 
Mstep: Class 7 contains 65473 members 
Mstep: Class 8 contains 82763 members 
Mstep: Class 9 contains 30665 members 
Mstep: Class 10 contains 35944 members 
Mstep: Class 11 contains 44556 members 
Mstep: Class 12 contains 34969 members 
Mstep: Class 13 contains 32673 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 39411 members 
Mstep: Class 16 contains 16123 members 
Mstep: Class 17 contains 44734 members 
Mstep: Class 18 contains 21337 members 
Mstep: Class 20 contains 91933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101064136.000000 Penalty: 42366.800781
Iteration 3F: 20 clusters Score -1.010641e+08 nChanged 181908
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 109136 members 
Mstep: Class 3 contains 86055 members 
Mstep: Class 4 contains 26452 members 
Mstep: Class 5 contains 80751 members 
Mstep: Class 6 contains 9361 members 
Mstep: Class 7 contains 57607 members 
Mstep: Class 8 contains 118720 members 
Mstep: Class 9 contains 27899 members 
Mstep: Class 10 contains 31886 members 
Mstep: Class 11 contains 46621 members 
Mstep: Class 12 contains 33657 members 
Mstep: Class 13 contains 31154 members 
Mstep: Class 14 contains 16129 members 
Mstep: Class 15 contains 39786 members 
Mstep: Class 16 contains 9375 members 
Mstep: Class 17 contains 37351 members 
Mstep: Class 18 contains 16966 members 
Mstep: Class 20 contains 97025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101302600.000000 Penalty: 42366.800781
Iteration 4F: 20 clusters Score -1.013026e+08 nChanged 172865
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 104523 members 
Mstep: Class 3 contains 111339 members 
Mstep: Class 4 contains 19767 members 
Mstep: Class 5 contains 71384 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 47039 members 
Mstep: Class 8 contains 166803 members 
Mstep: Class 9 contains 23814 members 
Mstep: Class 10 contains 25112 members 
Mstep: Class 11 contains 46890 members 
Mstep: Class 12 contains 32779 members 
Mstep: Class 13 contains 28283 members 
Mstep: Class 14 contains 15015 members 
Mstep: Class 15 contains 41643 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 17 contains 30646 members 
Mstep: Class 18 contains 12180 members 
Mstep: Class 20 contains 97135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1723.922485 but Gain 2229.832031
Score: -101515920.000000 Penalty: 40136.968750
Iteration 5F: 19 clusters Score -1.015159e+08 nChanged 154547
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 94204 members 
Mstep: Class 3 contains 146180 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 59168 members 
Mstep: Class 7 contains 37285 members 
Mstep: Class 8 contains 198871 members 
Mstep: Class 9 contains 19123 members 
Mstep: Class 10 contains 20135 members 
Mstep: Class 11 contains 45955 members 
Mstep: Class 12 contains 32233 members 
Mstep: Class 13 contains 24032 members 
Mstep: Class 14 contains 13229 members 
Mstep: Class 15 contains 44225 members 
Mstep: Class 16 contains 7513 members 
Mstep: Class 17 contains 25401 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 20 contains 101856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101646248.000000 Penalty: 40136.968750
Iteration 6F: 19 clusters Score -1.016462e+08 nChanged 122409
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 80408 members 
Mstep: Class 3 contains 181668 members 
Mstep: Class 4 contains 12159 members 
Mstep: Class 5 contains 48100 members 
Mstep: Class 7 contains 28529 members 
Mstep: Class 8 contains 212477 members 
Mstep: Class 9 contains 14784 members 
Mstep: Class 10 contains 17375 members 
Mstep: Class 11 contains 45840 members 
Mstep: Class 12 contains 31918 members 
Mstep: Class 13 contains 19454 members 
Mstep: Class 14 contains 11711 members 
Mstep: Class 15 contains 45449 members 
Mstep: Class 16 contains 8480 members 
Mstep: Class 17 contains 23011 members 
Mstep: Class 18 contains 5141 members 
Mstep: Class 20 contains 110938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101693272.000000 Penalty: 40136.968750
Iteration 7F: 19 clusters Score -1.016933e+08 nChanged 92655
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 68879 members 
Mstep: Class 3 contains 205225 members 
Mstep: Class 4 contains 10724 members 
Mstep: Class 5 contains 40239 members 
Mstep: Class 7 contains 21775 members 
Mstep: Class 8 contains 216773 members 
Mstep: Class 9 contains 11361 members 
Mstep: Class 10 contains 15310 members 
Mstep: Class 11 contains 48668 members 
Mstep: Class 12 contains 33827 members 
Mstep: Class 13 contains 16025 members 
Mstep: Class 14 contains 10409 members 
Mstep: Class 15 contains 47236 members 
Mstep: Class 16 contains 8726 members 
Mstep: Class 17 contains 22138 members 
Mstep: Class 18 contains 3594 members 
Mstep: Class 20 contains 119795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101716272.000000 Penalty: 40136.968750
Iteration 8F: 19 clusters Score -1.017163e+08 nChanged 68247
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 62648 members 
Mstep: Class 3 contains 215040 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 35145 members 
Mstep: Class 7 contains 17451 members 
Mstep: Class 8 contains 217493 members 
Mstep: Class 9 contains 8737 members 
Mstep: Class 10 contains 13000 members 
Mstep: Class 11 contains 54474 members 
Mstep: Class 12 contains 37353 members 
Mstep: Class 13 contains 13300 members 
Mstep: Class 14 contains 9246 members 
Mstep: Class 15 contains 49255 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 22591 members 
Mstep: Class 18 contains 3006 members 
Mstep: Class 20 contains 125938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101746552.000000 Penalty: 40136.968750
Iteration 9F: 19 clusters Score -1.017466e+08 nChanged 54990
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 59566 members 
Mstep: Class 3 contains 218370 members 
Mstep: Class 4 contains 8810 members 
Mstep: Class 5 contains 31278 members 
Mstep: Class 7 contains 15042 members 
Mstep: Class 8 contains 216617 members 
Mstep: Class 9 contains 6569 members 
Mstep: Class 10 contains 10247 members 
Mstep: Class 11 contains 61370 members 
Mstep: Class 12 contains 41857 members 
Mstep: Class 13 contains 11002 members 
Mstep: Class 14 contains 8150 members 
Mstep: Class 15 contains 51233 members 
Mstep: Class 16 contains 8019 members 
Mstep: Class 17 contains 24378 members 
Mstep: Class 18 contains 2966 members 
Mstep: Class 20 contains 129193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101782424.000000 Penalty: 40136.968750
Iteration 10F: 19 clusters Score -1.017824e+08 nChanged 48580
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 58269 members 
Mstep: Class 3 contains 218014 members 
Mstep: Class 4 contains 7899 members 
Mstep: Class 5 contains 28173 members 
Mstep: Class 7 contains 14279 members 
Mstep: Class 8 contains 214525 members 
Mstep: Class 9 contains 4875 members 
Mstep: Class 10 contains 7149 members 
Mstep: Class 11 contains 68384 members 
Mstep: Class 12 contains 47103 members 
Mstep: Class 13 contains 8975 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 53238 members 
Mstep: Class 16 contains 7258 members 
Mstep: Class 17 contains 27350 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 20 contains 129936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101822136.000000 Penalty: 40136.968750
Iteration 11F: 19 clusters Score -1.018221e+08 nChanged 44683
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 58665 members 
Mstep: Class 3 contains 214609 members 
Mstep: Class 4 contains 7091 members 
Mstep: Class 5 contains 25724 members 
Mstep: Class 7 contains 15389 members 
Mstep: Class 8 contains 211445 members 
Mstep: Class 9 contains 3641 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 74943 members 
Mstep: Class 12 contains 52653 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 6562 members 
Mstep: Class 15 contains 55286 members 
Mstep: Class 16 contains 6309 members 
Mstep: Class 17 contains 30071 members 
Mstep: Class 18 contains 4217 members 
Mstep: Class 20 contains 128534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101862416.000000 Penalty: 40136.968750
Iteration 12Q: 19 clusters Score -1.018624e+08 nChanged 40771
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 60485 members 
Mstep: Class 3 contains 208814 members 
Mstep: Class 4 contains 6551 members 
Mstep: Class 5 contains 23584 members 
Mstep: Class 7 contains 17528 members 
Mstep: Class 8 contains 207945 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 80849 members 
Mstep: Class 12 contains 58804 members 
Mstep: Class 13 contains 5981 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 15 contains 57268 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 31794 members 
Mstep: Class 18 contains 5049 members 
Mstep: Class 20 contains 125541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1961.607544 but Gain 2229.832031
Score: -101898248.000000 Penalty: 37907.136719
Iteration 13Q: 18 clusters Score -1.018982e+08 nChanged 37847
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 63255 members 
Mstep: Class 3 contains 202094 members 
Mstep: Class 4 contains 6288 members 
Mstep: Class 5 contains 21825 members 
Mstep: Class 7 contains 19020 members 
Mstep: Class 8 contains 204308 members 
Mstep: Class 10 contains 2908 members 
Mstep: Class 11 contains 85885 members 
Mstep: Class 12 contains 66599 members 
Mstep: Class 13 contains 4975 members 
Mstep: Class 14 contains 6085 members 
Mstep: Class 15 contains 59085 members 
Mstep: Class 16 contains 4839 members 
Mstep: Class 17 contains 33572 members 
Mstep: Class 18 contains 5606 members 
Mstep: Class 20 contains 122247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2039.020386 but Gain 2229.832031
Score: -101927720.000000 Penalty: 35677.304688
Iteration 14Q: 17 clusters Score -1.019277e+08 nChanged 33698
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 66404 members 
Mstep: Class 3 contains 193547 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 20843 members 
Mstep: Class 7 contains 20255 members 
Mstep: Class 8 contains 201027 members 
Mstep: Class 10 contains 2712 members 
Mstep: Class 11 contains 89476 members 
Mstep: Class 12 contains 74868 members 
Mstep: Class 13 contains 4086 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 60755 members 
Mstep: Class 16 contains 4466 members 
Mstep: Class 17 contains 35087 members 
Mstep: Class 18 contains 5954 members 
Mstep: Class 20 contains 118957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101950680.000000 Penalty: 35677.304688
Iteration 15Q: 17 clusters Score -1.019507e+08 nChanged 28403
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 68872 members 
Mstep: Class 3 contains 184299 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 19803 members 
Mstep: Class 7 contains 21400 members 
Mstep: Class 8 contains 198059 members 
Mstep: Class 10 contains 2651 members 
Mstep: Class 11 contains 91969 members 
Mstep: Class 12 contains 83265 members 
Mstep: Class 13 contains 3394 members 
Mstep: Class 14 contains 5881 members 
Mstep: Class 15 contains 62414 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 36377 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 20 contains 115820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101969440.000000 Penalty: 35677.304688
Iteration 16Q: 17 clusters Score -1.019694e+08 nChanged 27755
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 70451 members 
Mstep: Class 3 contains 173650 members 
Mstep: Class 4 contains 6688 members 
Mstep: Class 5 contains 19337 members 
Mstep: Class 7 contains 22616 members 
Mstep: Class 8 contains 195331 members 
Mstep: Class 10 contains 2623 members 
Mstep: Class 11 contains 93778 members 
Mstep: Class 12 contains 93717 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 14 contains 5812 members 
Mstep: Class 15 contains 64062 members 
Mstep: Class 16 contains 3174 members 
Mstep: Class 17 contains 37421 members 
Mstep: Class 18 contains 6285 members 
Mstep: Class 20 contains 112921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101986512.000000 Penalty: 35677.304688
Iteration 17Q: 17 clusters Score -1.019865e+08 nChanged 28784
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 71531 members 
Mstep: Class 3 contains 161257 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 19411 members 
Mstep: Class 7 contains 23903 members 
Mstep: Class 8 contains 192747 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 95081 members 
Mstep: Class 12 contains 106036 members 
Mstep: Class 13 contains 2572 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 65690 members 
Mstep: Class 16 contains 2377 members 
Mstep: Class 17 contains 38274 members 
Mstep: Class 18 contains 6322 members 
Mstep: Class 20 contains 110303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102003128.000000 Penalty: 35677.304688
Iteration 18Q: 17 clusters Score -1.020031e+08 nChanged 27682
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 72770 members 
Mstep: Class 3 contains 149307 members 
Mstep: Class 4 contains 7071 members 
Mstep: Class 5 contains 19609 members 
Mstep: Class 7 contains 25163 members 
Mstep: Class 8 contains 190272 members 
Mstep: Class 10 contains 2572 members 
Mstep: Class 11 contains 95901 members 
Mstep: Class 12 contains 117521 members 
Mstep: Class 13 contains 2463 members 
Mstep: Class 14 contains 5686 members 
Mstep: Class 15 contains 67328 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 38987 members 
Mstep: Class 18 contains 6287 members 
Mstep: Class 20 contains 108099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102014192.000000 Penalty: 35677.304688
Iteration 19Q: 17 clusters Score -1.020142e+08 nChanged 24414
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 74692 members 
Mstep: Class 3 contains 139293 members 
Mstep: Class 4 contains 7241 members 
Mstep: Class 5 contains 19704 members 
Mstep: Class 7 contains 26396 members 
Mstep: Class 8 contains 187818 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 11 contains 96531 members 
Mstep: Class 12 contains 126223 members 
Mstep: Class 13 contains 2428 members 
Mstep: Class 14 contains 5597 members 
Mstep: Class 15 contains 68976 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 39515 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 20 contains 106292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102021040.000000 Penalty: 35677.304688
Iteration 20F: 17 clusters Score -1.02021e+08 nChanged 23140
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 77029 members 
Mstep: Class 3 contains 129172 members 
Mstep: Class 4 contains 7412 members 
Mstep: Class 5 contains 19677 members 
Mstep: Class 7 contains 27606 members 
Mstep: Class 8 contains 185460 members 
Mstep: Class 10 contains 2352 members 
Mstep: Class 11 contains 96930 members 
Mstep: Class 12 contains 134537 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 5644 members 
Mstep: Class 15 contains 70448 members 
Mstep: Class 16 contains 998 members 
Mstep: Class 17 contains 39971 members 
Mstep: Class 18 contains 6149 members 
Mstep: Class 20 contains 104862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102026760.000000 Penalty: 35677.304688
Iteration 21Q: 17 clusters Score -1.020268e+08 nChanged 21333
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 79944 members 
Mstep: Class 3 contains 119972 members 
Mstep: Class 4 contains 7622 members 
Mstep: Class 5 contains 19597 members 
Mstep: Class 7 contains 28800 members 
Mstep: Class 8 contains 183038 members 
Mstep: Class 10 contains 2159 members 
Mstep: Class 11 contains 97230 members 
Mstep: Class 12 contains 141280 members 
Mstep: Class 13 contains 2579 members 
Mstep: Class 14 contains 5658 members 
Mstep: Class 15 contains 71848 members 
Mstep: Class 16 contains 891 members 
Mstep: Class 17 contains 40277 members 
Mstep: Class 18 contains 6069 members 
Mstep: Class 20 contains 103774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102033032.000000 Penalty: 35677.304688
Iteration 22Q: 17 clusters Score -1.02033e+08 nChanged 22303
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 83352 members 
Mstep: Class 3 contains 109849 members 
Mstep: Class 4 contains 7860 members 
Mstep: Class 5 contains 19476 members 
Mstep: Class 7 contains 29888 members 
Mstep: Class 8 contains 180706 members 
Mstep: Class 10 contains 2000 members 
Mstep: Class 11 contains 97264 members 
Mstep: Class 12 contains 148594 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 5611 members 
Mstep: Class 15 contains 73278 members 
Mstep: Class 16 contains 881 members 
Mstep: Class 17 contains 40429 members 
Mstep: Class 18 contains 5992 members 
Mstep: Class 20 contains 102887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102039496.000000 Penalty: 35677.304688
Iteration 23Q: 17 clusters Score -1.020395e+08 nChanged 23193
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 86674 members 
Mstep: Class 3 contains 99360 members 
Mstep: Class 4 contains 8123 members 
Mstep: Class 5 contains 19275 members 
Mstep: Class 7 contains 30864 members 
Mstep: Class 8 contains 178315 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 97123 members 
Mstep: Class 12 contains 156475 members 
Mstep: Class 13 contains 2736 members 
Mstep: Class 14 contains 5508 members 
Mstep: Class 15 contains 74788 members 
Mstep: Class 16 contains 862 members 
Mstep: Class 17 contains 40602 members 
Mstep: Class 18 contains 5933 members 
Mstep: Class 20 contains 102197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102041848.000000 Penalty: 35677.304688
Iteration 24Q: 17 clusters Score -1.020418e+08 nChanged 22541
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 90598 members 
Mstep: Class 3 contains 90574 members 
Mstep: Class 4 contains 8358 members 
Mstep: Class 5 contains 19030 members 
Mstep: Class 7 contains 31831 members 
Mstep: Class 8 contains 176041 members 
Mstep: Class 10 contains 1833 members 
Mstep: Class 11 contains 97023 members 
Mstep: Class 12 contains 161951 members 
Mstep: Class 13 contains 2773 members 
Mstep: Class 14 contains 5396 members 
Mstep: Class 15 contains 76272 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 40758 members 
Mstep: Class 18 contains 5894 members 
Mstep: Class 20 contains 101565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102042064.000000 Penalty: 35677.304688
Iteration 25Q: 17 clusters Score -1.020421e+08 nChanged 20290
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 95709 members 
Mstep: Class 3 contains 84993 members 
Mstep: Class 4 contains 8603 members 
Mstep: Class 5 contains 18902 members 
Mstep: Class 7 contains 32682 members 
Mstep: Class 8 contains 174054 members 
Mstep: Class 10 contains 1766 members 
Mstep: Class 11 contains 96968 members 
Mstep: Class 12 contains 162805 members 
Mstep: Class 13 contains 2815 members 
Mstep: Class 14 contains 5257 members 
Mstep: Class 15 contains 77737 members 
Mstep: Class 16 contains 832 members 
Mstep: Class 17 contains 40825 members 
Mstep: Class 18 contains 5845 members 
Mstep: Class 20 contains 100945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102043456.000000 Penalty: 35677.304688
Iteration 26Q: 17 clusters Score -1.020435e+08 nChanged 17643
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 101605 members 
Mstep: Class 3 contains 81908 members 
Mstep: Class 4 contains 8831 members 
Mstep: Class 5 contains 18775 members 
Mstep: Class 7 contains 33468 members 
Mstep: Class 8 contains 172234 members 
Mstep: Class 10 contains 1718 members 
Mstep: Class 11 contains 96947 members 
Mstep: Class 12 contains 160252 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 14 contains 5128 members 
Mstep: Class 15 contains 79165 members 
Mstep: Class 16 contains 830 members 
Mstep: Class 17 contains 40825 members 
Mstep: Class 18 contains 5796 members 
Mstep: Class 20 contains 100383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102048096.000000 Penalty: 35677.304688
Iteration 27Q: 17 clusters Score -1.020481e+08 nChanged 15110
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 107537 members 
Mstep: Class 3 contains 80086 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 18706 members 
Mstep: Class 7 contains 34181 members 
Mstep: Class 8 contains 170595 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 96911 members 
Mstep: Class 12 contains 156321 members 
Mstep: Class 13 contains 2936 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 80501 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 40799 members 
Mstep: Class 18 contains 5754 members 
Mstep: Class 20 contains 99858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102052232.000000 Penalty: 35677.304688
Iteration 28Q: 17 clusters Score -1.020522e+08 nChanged 13056
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 113102 members 
Mstep: Class 3 contains 78639 members 
Mstep: Class 4 contains 9160 members 
Mstep: Class 5 contains 18613 members 
Mstep: Class 7 contains 34828 members 
Mstep: Class 8 contains 169175 members 
Mstep: Class 10 contains 1639 members 
Mstep: Class 11 contains 96928 members 
Mstep: Class 12 contains 152382 members 
Mstep: Class 13 contains 2987 members 
Mstep: Class 14 contains 4922 members 
Mstep: Class 15 contains 81764 members 
Mstep: Class 16 contains 820 members 
Mstep: Class 17 contains 40772 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 20 contains 99280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102055248.000000 Penalty: 35677.304688
Iteration 29Q: 17 clusters Score -1.020552e+08 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 118128 members 
Mstep: Class 3 contains 77376 members 
Mstep: Class 4 contains 9272 members 
Mstep: Class 5 contains 18525 members 
Mstep: Class 7 contains 35438 members 
Mstep: Class 8 contains 167912 members 
Mstep: Class 10 contains 1620 members 
Mstep: Class 11 contains 96960 members 
Mstep: Class 12 contains 148804 members 
Mstep: Class 13 contains 3030 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 82970 members 
Mstep: Class 16 contains 818 members 
Mstep: Class 17 contains 40726 members 
Mstep: Class 18 contains 5673 members 
Mstep: Class 20 contains 98651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102058208.000000 Penalty: 35677.304688
Iteration 30Q: 17 clusters Score -1.020582e+08 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 122658 members 
Mstep: Class 3 contains 76330 members 
Mstep: Class 4 contains 9350 members 
Mstep: Class 5 contains 18477 members 
Mstep: Class 7 contains 35958 members 
Mstep: Class 8 contains 166946 members 
Mstep: Class 10 contains 1603 members 
Mstep: Class 11 contains 96981 members 
Mstep: Class 12 contains 145413 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 84036 members 
Mstep: Class 16 contains 816 members 
Mstep: Class 17 contains 40673 members 
Mstep: Class 18 contains 5649 members 
Mstep: Class 20 contains 98015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102060168.000000 Penalty: 35677.304688
Iteration 31Q: 17 clusters Score -1.020602e+08 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 126773 members 
Mstep: Class 3 contains 75195 members 
Mstep: Class 4 contains 9415 members 
Mstep: Class 5 contains 18434 members 
Mstep: Class 7 contains 36420 members 
Mstep: Class 8 contains 166110 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 96954 members 
Mstep: Class 12 contains 142561 members 
Mstep: Class 13 contains 3121 members 
Mstep: Class 14 contains 4691 members 
Mstep: Class 15 contains 85048 members 
Mstep: Class 16 contains 817 members 
Mstep: Class 17 contains 40610 members 
Mstep: Class 18 contains 5620 members 
Mstep: Class 20 contains 97378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102061232.000000 Penalty: 35677.304688
Iteration 32Q: 17 clusters Score -1.020612e+08 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 130226 members 
Mstep: Class 3 contains 74469 members 
Mstep: Class 4 contains 9475 members 
Mstep: Class 5 contains 18348 members 
Mstep: Class 7 contains 36833 members 
Mstep: Class 8 contains 165448 members 
Mstep: Class 10 contains 1586 members 
Mstep: Class 11 contains 96943 members 
Mstep: Class 12 contains 139973 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 14 contains 4639 members 
Mstep: Class 15 contains 85961 members 
Mstep: Class 16 contains 819 members 
Mstep: Class 17 contains 40566 members 
Mstep: Class 18 contains 5597 members 
Mstep: Class 20 contains 96701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102061952.000000 Penalty: 35677.304688
Iteration 33Q: 17 clusters Score -1.02062e+08 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 132725 members 
Mstep: Class 3 contains 74258 members 
Mstep: Class 4 contains 9535 members 
Mstep: Class 5 contains 18275 members 
Mstep: Class 7 contains 37207 members 
Mstep: Class 8 contains 164917 members 
Mstep: Class 10 contains 1580 members 
Mstep: Class 11 contains 96939 members 
Mstep: Class 12 contains 137775 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 86757 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 40521 members 
Mstep: Class 18 contains 5585 members 
Mstep: Class 20 contains 96065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102062552.000000 Penalty: 35677.304688
Iteration 34Q: 17 clusters Score -1.020626e+08 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 134577 members 
Mstep: Class 3 contains 74502 members 
Mstep: Class 4 contains 9588 members 
Mstep: Class 5 contains 18238 members 
Mstep: Class 7 contains 37544 members 
Mstep: Class 8 contains 164518 members 
Mstep: Class 10 contains 1572 members 
Mstep: Class 11 contains 96942 members 
Mstep: Class 12 contains 135709 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 15 contains 87515 members 
Mstep: Class 16 contains 832 members 
Mstep: Class 17 contains 40493 members 
Mstep: Class 18 contains 5584 members 
Mstep: Class 20 contains 95367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102063624.000000 Penalty: 35677.304688
Iteration 35Q: 17 clusters Score -1.020636e+08 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 135816 members 
Mstep: Class 3 contains 75166 members 
Mstep: Class 4 contains 9614 members 
Mstep: Class 5 contains 18176 members 
Mstep: Class 7 contains 37837 members 
Mstep: Class 8 contains 164202 members 
Mstep: Class 10 contains 1572 members 
Mstep: Class 11 contains 96969 members 
Mstep: Class 12 contains 133879 members 
Mstep: Class 13 contains 3251 members 
Mstep: Class 14 contains 4494 members 
Mstep: Class 15 contains 88208 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 40467 members 
Mstep: Class 18 contains 5584 members 
Mstep: Class 20 contains 94663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102064360.000000 Penalty: 35677.304688
Iteration 36Q: 17 clusters Score -1.020644e+08 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 136678 members 
Mstep: Class 3 contains 76061 members 
Mstep: Class 4 contains 9621 members 
Mstep: Class 5 contains 18133 members 
Mstep: Class 7 contains 38140 members 
Mstep: Class 8 contains 163982 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 96970 members 
Mstep: Class 12 contains 132180 members 
Mstep: Class 13 contains 3271 members 
Mstep: Class 14 contains 4477 members 
Mstep: Class 15 contains 88847 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 40437 members 
Mstep: Class 18 contains 5585 members 
Mstep: Class 20 contains 93943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102064296.000000 Penalty: 35677.304688
Iteration 37Q: 17 clusters Score -1.020643e+08 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 137139 members 
Mstep: Class 3 contains 77263 members 
Mstep: Class 4 contains 9619 members 
Mstep: Class 5 contains 18103 members 
Mstep: Class 7 contains 38387 members 
Mstep: Class 8 contains 163923 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 96959 members 
Mstep: Class 12 contains 130581 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 14 contains 4454 members 
Mstep: Class 15 contains 89350 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 40423 members 
Mstep: Class 18 contains 5588 members 
Mstep: Class 20 contains 93256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102064648.000000 Penalty: 35677.304688
Iteration 38Q: 17 clusters Score -1.020646e+08 nChanged 4159
Entering ConstructFrom: 
Score: -102064648.000000 Penalty: 35677.304688
Entering ConstructFrom: 
Trying to split cluster 2 (137299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137299 members 
Entering Unmasked Estep 
Score: -15896752.000000 Penalty: 1922.361328
	Iteration 0F: 2 clusters Score -1.589675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68466 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -15811183.000000 Penalty: 3844.722656
	Iteration 0F: 3 clusters Score -1.581118e+07 nChanged 66134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66506 members 
Mstep: Class 2 contains 70793 members 
Entering Unmasked Estep 
Score: -15850054.000000 Penalty: 3844.722656
	Iteration 1F: 3 clusters Score -1.585005e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65268 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
Score: -15851604.000000 Penalty: 3844.722656
	Iteration 2Q: 3 clusters Score -1.58516e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -15854186.000000 Penalty: 3844.722656
	Iteration 3Q: 3 clusters Score -1.585419e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 75778 members 
Entering Unmasked Estep 
Score: -15858162.000000 Penalty: 3844.722656
	Iteration 4Q: 3 clusters Score -1.585816e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -15864127.000000 Penalty: 3844.722656
	Iteration 5F: 3 clusters Score -1.586413e+07 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 77913 members 
Entering Unmasked Estep 
Score: -15871386.000000 Penalty: 3844.722656
	Iteration 6F: 3 clusters Score -1.587139e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -15879898.000000 Penalty: 3844.722656
	Iteration 7F: 3 clusters Score -1.58799e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -15887572.000000 Penalty: 3844.722656
	Iteration 8F: 3 clusters Score -1.588757e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66244 members 
Mstep: Class 2 contains 71055 members 
Entering Unmasked Estep 
Score: -15891805.000000 Penalty: 3844.722656
	Iteration 9F: 3 clusters Score -1.58918e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -15893832.000000 Penalty: 3844.722656
	Iteration 10Q: 3 clusters Score -1.589383e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -15895450.000000 Penalty: 3844.722656
	Iteration 11Q: 3 clusters Score -1.589545e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 64463 members 
Entering Unmasked Estep 
Score: -15896965.000000 Penalty: 3844.722656
	Iteration 12Q: 3 clusters Score -1.589696e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
Score: -15898172.000000 Penalty: 3844.722656
	Iteration 13Q: 3 clusters Score -1.589817e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -15898902.000000 Penalty: 3844.722656
	Iteration 14Q: 3 clusters Score -1.58989e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77566 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -15899438.000000 Penalty: 3844.722656
	Iteration 15Q: 3 clusters Score -1.589944e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -15899730.000000 Penalty: 3844.722656
	Iteration 16Q: 3 clusters Score -1.589973e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -15899967.000000 Penalty: 3844.722656
	Iteration 17Q: 3 clusters Score -1.589997e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -15900095.000000 Penalty: 3844.722656
	Iteration 18Q: 3 clusters Score -1.59001e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -15900116.000000 Penalty: 3844.722656
	Iteration 19Q: 3 clusters Score -1.590012e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83983 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -15900096.000000 Penalty: 3844.722656
	Iteration 20F: 3 clusters Score -1.59001e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84834 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -15900062.000000 Penalty: 3844.722656
	Iteration 21Q: 3 clusters Score -1.590006e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -15900039.000000 Penalty: 3844.722656
	Iteration 22Q: 3 clusters Score -1.590004e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -15900057.000000 Penalty: 3844.722656
	Iteration 23Q: 3 clusters Score -1.590006e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86799 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -15899935.000000 Penalty: 3844.722656
	Iteration 24Q: 3 clusters Score -1.589994e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87411 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -15899890.000000 Penalty: 3844.722656
	Iteration 25Q: 3 clusters Score -1.589989e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -15899815.000000 Penalty: 3844.722656
	Iteration 26Q: 3 clusters Score -1.589982e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -15899806.000000 Penalty: 3844.722656
	Iteration 27Q: 3 clusters Score -1.589981e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88917 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -15899781.000000 Penalty: 3844.722656
	Iteration 28Q: 3 clusters Score -1.589978e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -15899747.000000 Penalty: 3844.722656
	Iteration 29Q: 3 clusters Score -1.589975e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -15899725.000000 Penalty: 3844.722656
	Iteration 30Q: 3 clusters Score -1.589972e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89933 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -15899714.000000 Penalty: 3844.722656
	Iteration 31Q: 3 clusters Score -1.589971e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90213 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -15899698.000000 Penalty: 3844.722656
	Iteration 32Q: 3 clusters Score -1.58997e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90462 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -15899678.000000 Penalty: 3844.722656
	Iteration 33Q: 3 clusters Score -1.589968e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90681 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -15899655.000000 Penalty: 3844.722656
	Iteration 34Q: 3 clusters Score -1.589966e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90911 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -15899614.000000 Penalty: 3844.722656
	Iteration 35Q: 3 clusters Score -1.589961e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91127 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -15899590.000000 Penalty: 3844.722656
	Iteration 36Q: 3 clusters Score -1.589959e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91359 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -15899561.000000 Penalty: 3844.722656
	Iteration 37Q: 3 clusters Score -1.589956e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -15899557.000000 Penalty: 3844.722656
	Iteration 38Q: 3 clusters Score -1.589956e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -15899538.000000 Penalty: 3844.722656
	Iteration 39Q: 3 clusters Score -1.589954e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -15899512.000000 Penalty: 3844.722656
	Iteration 40F: 3 clusters Score -1.589951e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -15899490.000000 Penalty: 3844.722656
	Iteration 41Q: 3 clusters Score -1.589949e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92148 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -15899468.000000 Penalty: 3844.722656
	Iteration 42Q: 3 clusters Score -1.589947e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92306 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -15899459.000000 Penalty: 3844.722656
	Iteration 43Q: 3 clusters Score -1.589946e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92429 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -15899439.000000 Penalty: 3844.722656
	Iteration 44Q: 3 clusters Score -1.589944e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92545 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -15899390.000000 Penalty: 3844.722656
	Iteration 45Q: 3 clusters Score -1.589939e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92654 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -15899390.000000 Penalty: 3844.722656
	Iteration 46Q: 3 clusters Score -1.589939e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92756 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -15899372.000000 Penalty: 3844.722656
	Iteration 47Q: 3 clusters Score -1.589937e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92849 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -15899340.000000 Penalty: 3844.722656
	Iteration 48Q: 3 clusters Score -1.589934e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -15899359.000000 Penalty: 3844.722656
	Iteration 49Q: 3 clusters Score -1.589936e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -15899377.000000 Penalty: 3844.722656
	Iteration 50Q: 3 clusters Score -1.589938e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93072 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -15899367.000000 Penalty: 3844.722656
	Iteration 51Q: 3 clusters Score -1.589937e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -15899336.000000 Penalty: 3844.722656
	Iteration 52Q: 3 clusters Score -1.589934e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -15899338.000000 Penalty: 3844.722656
	Iteration 53Q: 3 clusters Score -1.589934e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -15899342.000000 Penalty: 3844.722656
	Iteration 54Q: 3 clusters Score -1.589934e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93466 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -15899355.000000 Penalty: 3844.722656
	Iteration 55Q: 3 clusters Score -1.589936e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93564 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -15899325.000000 Penalty: 3844.722656
	Iteration 56Q: 3 clusters Score -1.589932e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -15899301.000000 Penalty: 3844.722656
	Iteration 57Q: 3 clusters Score -1.58993e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93754 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -15899298.000000 Penalty: 3844.722656
	Iteration 58Q: 3 clusters Score -1.58993e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -15899283.000000 Penalty: 3844.722656
	Iteration 59Q: 3 clusters Score -1.589928e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -15899271.000000 Penalty: 3844.722656
	Iteration 60F: 3 clusters Score -1.589927e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93915 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -15899260.000000 Penalty: 3844.722656
	Iteration 61Q: 3 clusters Score -1.589926e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93948 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -15899246.000000 Penalty: 3844.722656
	Iteration 62Q: 3 clusters Score -1.589925e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -15899247.000000 Penalty: 3844.722656
	Iteration 63Q: 3 clusters Score -1.589925e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -15899257.000000 Penalty: 3844.722656
	Iteration 64Q: 3 clusters Score -1.589926e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -15899247.000000 Penalty: 3844.722656
	Iteration 65Q: 3 clusters Score -1.589925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -15899267.000000 Penalty: 3844.722656
	Iteration 66Q: 3 clusters Score -1.589927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -15899244.000000 Penalty: 3844.722656
	Iteration 67Q: 3 clusters Score -1.589924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -15899255.000000 Penalty: 3844.722656
	Iteration 68Q: 3 clusters Score -1.589926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -15899245.000000 Penalty: 3844.722656
	Iteration 69Q: 3 clusters Score -1.589924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -15899236.000000 Penalty: 3844.722656
	Iteration 70Q: 3 clusters Score -1.589924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -15899230.000000 Penalty: 3844.722656
	Iteration 71Q: 3 clusters Score -1.589923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94132 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -15899222.000000 Penalty: 3844.722656
	Iteration 72Q: 3 clusters Score -1.589922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -15899210.000000 Penalty: 3844.722656
	Iteration 73Q: 3 clusters Score -1.589921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94148 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -15899207.000000 Penalty: 3844.722656
	Iteration 74Q: 3 clusters Score -1.589921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94156 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -15899205.000000 Penalty: 3844.722656
	Iteration 75Q: 3 clusters Score -1.58992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94164 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -15899210.000000 Penalty: 3844.722656
	Iteration 76Q: 3 clusters Score -1.589921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -15899216.000000 Penalty: 3844.722656
	Iteration 77Q: 3 clusters Score -1.589922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94193 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -15899208.000000 Penalty: 3844.722656
	Iteration 78Q: 3 clusters Score -1.589921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94198 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -15899214.000000 Penalty: 3844.722656
	Iteration 79Q: 3 clusters Score -1.589921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -15899216.000000 Penalty: 3844.722656
	Iteration 80F: 3 clusters Score -1.589922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -15899215.000000 Penalty: 3844.722656
	Iteration 81Q: 3 clusters Score -1.589922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -15899217.000000 Penalty: 3844.722656
	Iteration 82Q: 3 clusters Score -1.589922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94227 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -15899210.000000 Penalty: 3844.722656
	Iteration 83Q: 3 clusters Score -1.589921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94229 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -15899211.000000 Penalty: 3844.722656
	Iteration 84Q: 3 clusters Score -1.589921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -15899203.000000 Penalty: 3844.722656
	Iteration 85Q: 3 clusters Score -1.58992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94234 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -15899202.000000 Penalty: 3844.722656
	Iteration 86Q: 3 clusters Score -1.58992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94234 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -15899202.000000 Penalty: 3844.722656
	Iteration 87F: 3 clusters Score -1.58992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 94234 members 
Mstep: Class 3 contains 78664 members 
Mstep: Class 4 contains 9627 members 
Mstep: Class 5 contains 18078 members 
Mstep: Class 7 contains 38594 members 
Mstep: Class 8 contains 163950 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 96945 members 
Mstep: Class 12 contains 129079 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 4435 members 
Mstep: Class 15 contains 89756 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 40426 members 
Mstep: Class 18 contains 5577 members 
Mstep: Class 20 contains 92615 members 
Entering Unmasked Estep 
Score: -102066648.000000 Penalty: 37907.136719
Splitting cluster 2 changes total score from -102064648.000000 to -102066648.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (78664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Entering Unmasked Estep 
Score: -9106262.000000 Penalty: 1831.852905
	Iteration 0F: 2 clusters Score -9106262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -9053912.000000 Penalty: 3663.705811
	Iteration 0F: 3 clusters Score -9053912 nChanged 37312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -9076619.000000 Penalty: 3663.705811
	Iteration 1F: 3 clusters Score -9076619 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -9079287.000000 Penalty: 3663.705811
	Iteration 2F: 3 clusters Score -9079287 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -9083571.000000 Penalty: 3663.705811
	Iteration 3F: 3 clusters Score -9083571 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -9089768.000000 Penalty: 3663.705811
	Iteration 4F: 3 clusters Score -9089768 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -9097489.000000 Penalty: 3663.705811
	Iteration 5F: 3 clusters Score -9097489 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -9104093.000000 Penalty: 3663.705811
	Iteration 6F: 3 clusters Score -9104093 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -9106311.000000 Penalty: 3663.705811
	Iteration 7Q: 3 clusters Score -9106311 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -9106705.000000 Penalty: 3663.705811
	Iteration 8Q: 3 clusters Score -9106705 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -9106847.000000 Penalty: 3663.705811
	Iteration 9Q: 3 clusters Score -9106847 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -9106932.000000 Penalty: 3663.705811
	Iteration 10Q: 3 clusters Score -9106932 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -9106998.000000 Penalty: 3663.705811
	Iteration 11Q: 3 clusters Score -9106998 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -9107019.000000 Penalty: 3663.705811
	Iteration 12Q: 3 clusters Score -9107019 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -9107006.000000 Penalty: 3663.705811
	Iteration 13Q: 3 clusters Score -9107006 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -9107007.000000 Penalty: 3663.705811
	Iteration 14Q: 3 clusters Score -9107007 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -9107028.000000 Penalty: 3663.705811
	Iteration 15Q: 3 clusters Score -9107028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -9107036.000000 Penalty: 3663.705811
	Iteration 16Q: 3 clusters Score -9107036 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -9107027.000000 Penalty: 3663.705811
	Iteration 17Q: 3 clusters Score -9107027 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -9107028.000000 Penalty: 3663.705811
	Iteration 18Q: 3 clusters Score -9107028 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -9107050.000000 Penalty: 3663.705811
	Iteration 19Q: 3 clusters Score -9107050 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -9107048.000000 Penalty: 3663.705811
	Iteration 20F: 3 clusters Score -9107048 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -9107031.000000 Penalty: 3663.705811
	Iteration 21Q: 3 clusters Score -9107031 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -9107054.000000 Penalty: 3663.705811
	Iteration 22Q: 3 clusters Score -9107054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -9107063.000000 Penalty: 3663.705811
	Iteration 23Q: 3 clusters Score -9107063 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -9107058.000000 Penalty: 3663.705811
	Iteration 24Q: 3 clusters Score -9107058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -9107060.000000 Penalty: 3663.705811
	Iteration 25Q: 3 clusters Score -9107060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -9107074.000000 Penalty: 3663.705811
	Iteration 26Q: 3 clusters Score -9107074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -9107081.000000 Penalty: 3663.705811
	Iteration 27Q: 3 clusters Score -9107081 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -9107089.000000 Penalty: 3663.705811
	Iteration 28Q: 3 clusters Score -9107089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -9107080.000000 Penalty: 3663.705811
	Iteration 29Q: 3 clusters Score -9107080 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -9107093.000000 Penalty: 3663.705811
	Iteration 30Q: 3 clusters Score -9107093 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -9107095.000000 Penalty: 3663.705811
	Iteration 31Q: 3 clusters Score -9107095 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -9107125.000000 Penalty: 3663.705811
	Iteration 32Q: 3 clusters Score -9107125 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -9107135.000000 Penalty: 3663.705811
	Iteration 33Q: 3 clusters Score -9107135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -9107138.000000 Penalty: 3663.705811
	Iteration 34Q: 3 clusters Score -9107138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -9107154.000000 Penalty: 3663.705811
	Iteration 35Q: 3 clusters Score -9107154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -9107157.000000 Penalty: 3663.705811
	Iteration 36Q: 3 clusters Score -9107157 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -9107165.000000 Penalty: 3663.705811
	Iteration 37Q: 3 clusters Score -9107165 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -9107143.000000 Penalty: 3663.705811
	Iteration 38Q: 3 clusters Score -9107143 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -9107153.000000 Penalty: 3663.705811
	Iteration 39Q: 3 clusters Score -9107153 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -9107159.000000 Penalty: 3663.705811
	Iteration 40F: 3 clusters Score -9107159 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -9107170.000000 Penalty: 3663.705811
	Iteration 41Q: 3 clusters Score -9107170 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -9107185.000000 Penalty: 3663.705811
	Iteration 42Q: 3 clusters Score -9107185 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -9107194.000000 Penalty: 3663.705811
	Iteration 43Q: 3 clusters Score -9107194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -9107190.000000 Penalty: 3663.705811
	Iteration 44Q: 3 clusters Score -9107190 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 58376 members 
Entering Unmasked Estep 
Score: -9107198.000000 Penalty: 3663.705811
	Iteration 45Q: 3 clusters Score -9107198 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -9107193.000000 Penalty: 3663.705811
	Iteration 46Q: 3 clusters Score -9107193 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -9107185.000000 Penalty: 3663.705811
	Iteration 47Q: 3 clusters Score -9107185 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -9107176.000000 Penalty: 3663.705811
	Iteration 48Q: 3 clusters Score -9107176 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -9107202.000000 Penalty: 3663.705811
	Iteration 49Q: 3 clusters Score -9107202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -9107212.000000 Penalty: 3663.705811
	Iteration 50Q: 3 clusters Score -9107212 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -9107188.000000 Penalty: 3663.705811
	Iteration 51Q: 3 clusters Score -9107188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -9107194.000000 Penalty: 3663.705811
	Iteration 52Q: 3 clusters Score -9107194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -9107188.000000 Penalty: 3663.705811
	Iteration 53Q: 3 clusters Score -9107188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -9107185.000000 Penalty: 3663.705811
	Iteration 54Q: 3 clusters Score -9107185 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -9107199.000000 Penalty: 3663.705811
	Iteration 55Q: 3 clusters Score -9107199 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -9107201.000000 Penalty: 3663.705811
	Iteration 56Q: 3 clusters Score -9107201 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -9107199.000000 Penalty: 3663.705811
	Iteration 57Q: 3 clusters Score -9107199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -9107211.000000 Penalty: 3663.705811
	Iteration 58Q: 3 clusters Score -9107211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -9107230.000000 Penalty: 3663.705811
	Iteration 59Q: 3 clusters Score -9107230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -9107217.000000 Penalty: 3663.705811
	Iteration 60F: 3 clusters Score -9107217 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -9107211.000000 Penalty: 3663.705811
	Iteration 61Q: 3 clusters Score -9107211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -9107217.000000 Penalty: 3663.705811
	Iteration 62Q: 3 clusters Score -9107217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 59408 members 
Entering Unmasked Estep 
Score: -9107212.000000 Penalty: 3663.705811
	Iteration 63Q: 3 clusters Score -9107212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -9107224.000000 Penalty: 3663.705811
	Iteration 64Q: 3 clusters Score -9107224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -9107203.000000 Penalty: 3663.705811
	Iteration 65Q: 3 clusters Score -9107203 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -9107200.000000 Penalty: 3663.705811
	Iteration 66Q: 3 clusters Score -9107200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -9107199.000000 Penalty: 3663.705811
	Iteration 67Q: 3 clusters Score -9107199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -9107199.000000 Penalty: 3663.705811
	Iteration 68Q: 3 clusters Score -9107199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -9107206.000000 Penalty: 3663.705811
	Iteration 69Q: 3 clusters Score -9107206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -9107221.000000 Penalty: 3663.705811
	Iteration 70Q: 3 clusters Score -9107221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -9107218.000000 Penalty: 3663.705811
	Iteration 71Q: 3 clusters Score -9107218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -9107225.000000 Penalty: 3663.705811
	Iteration 72Q: 3 clusters Score -9107225 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
Score: -9107220.000000 Penalty: 3663.705811
	Iteration 73Q: 3 clusters Score -9107220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -9107214.000000 Penalty: 3663.705811
	Iteration 74Q: 3 clusters Score -9107214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -9107211.000000 Penalty: 3663.705811
	Iteration 75Q: 3 clusters Score -9107211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -9107228.000000 Penalty: 3663.705811
	Iteration 76Q: 3 clusters Score -9107228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -9107233.000000 Penalty: 3663.705811
	Iteration 77Q: 3 clusters Score -9107233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -9107226.000000 Penalty: 3663.705811
	Iteration 78Q: 3 clusters Score -9107226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -9107238.000000 Penalty: 3663.705811
	Iteration 79Q: 3 clusters Score -9107238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -9107252.000000 Penalty: 3663.705811
	Iteration 80F: 3 clusters Score -9107252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -9107249.000000 Penalty: 3663.705811
	Iteration 81Q: 3 clusters Score -9107249 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -9107232.000000 Penalty: 3663.705811
	Iteration 82Q: 3 clusters Score -9107232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -9107229.000000 Penalty: 3663.705811
	Iteration 83Q: 3 clusters Score -9107229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -9107254.000000 Penalty: 3663.705811
	Iteration 84Q: 3 clusters Score -9107254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -9107261.000000 Penalty: 3663.705811
	Iteration 85Q: 3 clusters Score -9107261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -9107246.000000 Penalty: 3663.705811
	Iteration 86Q: 3 clusters Score -9107246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -9107248.000000 Penalty: 3663.705811
	Iteration 87Q: 3 clusters Score -9107248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -9107251.000000 Penalty: 3663.705811
	Iteration 88Q: 3 clusters Score -9107251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -9107281.000000 Penalty: 3663.705811
	Iteration 89Q: 3 clusters Score -9107281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -9107273.000000 Penalty: 3663.705811
	Iteration 90Q: 3 clusters Score -9107273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -9107281.000000 Penalty: 3663.705811
	Iteration 91Q: 3 clusters Score -9107281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -9107273.000000 Penalty: 3663.705811
	Iteration 92Q: 3 clusters Score -9107273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -9107276.000000 Penalty: 3663.705811
	Iteration 93Q: 3 clusters Score -9107276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -9107269.000000 Penalty: 3663.705811
	Iteration 94Q: 3 clusters Score -9107269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
Score: -9107272.000000 Penalty: 3663.705811
	Iteration 95Q: 3 clusters Score -9107272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -9107274.000000 Penalty: 3663.705811
	Iteration 96Q: 3 clusters Score -9107274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -9107271.000000 Penalty: 3663.705811
	Iteration 97Q: 3 clusters Score -9107271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -9107273.000000 Penalty: 3663.705811
	Iteration 98Q: 3 clusters Score -9107273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -9107280.000000 Penalty: 3663.705811
	Iteration 99Q: 3 clusters Score -9107280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -9107276.000000 Penalty: 3663.705811
	Iteration 100F: 3 clusters Score -9107276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -9107269.000000 Penalty: 3663.705811
	Iteration 101Q: 3 clusters Score -9107269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -9107255.000000 Penalty: 3663.705811
	Iteration 102Q: 3 clusters Score -9107255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -9107268.000000 Penalty: 3663.705811
	Iteration 103Q: 3 clusters Score -9107268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -9107276.000000 Penalty: 3663.705811
	Iteration 104Q: 3 clusters Score -9107276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -9107271.000000 Penalty: 3663.705811
	Iteration 105Q: 3 clusters Score -9107271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -9107272.000000 Penalty: 3663.705811
	Iteration 106Q: 3 clusters Score -9107272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -9107272.000000 Penalty: 3663.705811
	Iteration 107Q: 3 clusters Score -9107272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -9107288.000000 Penalty: 3663.705811
	Iteration 108Q: 3 clusters Score -9107288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -9107283.000000 Penalty: 3663.705811
	Iteration 109Q: 3 clusters Score -9107283 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -9107272.000000 Penalty: 3663.705811
	Iteration 110Q: 3 clusters Score -9107272 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -9107288.000000 Penalty: 3663.705811
	Iteration 111Q: 3 clusters Score -9107288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 61423 members 
Entering Unmasked Estep 
Score: -9107290.000000 Penalty: 3663.705811
	Iteration 112Q: 3 clusters Score -9107290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -9107288.000000 Penalty: 3663.705811
	Iteration 113Q: 3 clusters Score -9107288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -9107287.000000 Penalty: 3663.705811
	Iteration 114Q: 3 clusters Score -9107287 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -9107297.000000 Penalty: 3663.705811
	Iteration 115Q: 3 clusters Score -9107297 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 61606 members 
Entering Unmasked Estep 
Score: -9107283.000000 Penalty: 3663.705811
	Iteration 116Q: 3 clusters Score -9107283 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -9107269.000000 Penalty: 3663.705811
	Iteration 117Q: 3 clusters Score -9107269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -9107283.000000 Penalty: 3663.705811
	Iteration 118Q: 3 clusters Score -9107283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -9107278.000000 Penalty: 3663.705811
	Iteration 119Q: 3 clusters Score -9107278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -9107286.000000 Penalty: 3663.705811
	Iteration 120F: 3 clusters Score -9107286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 61816 members 
Entering Unmasked Estep 
Score: -9107288.000000 Penalty: 3663.705811
	Iteration 121Q: 3 clusters Score -9107288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -9107301.000000 Penalty: 3663.705811
	Iteration 122Q: 3 clusters Score -9107301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -9107315.000000 Penalty: 3663.705811
	Iteration 123Q: 3 clusters Score -9107315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -9107313.000000 Penalty: 3663.705811
	Iteration 124Q: 3 clusters Score -9107313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -9107321.000000 Penalty: 3663.705811
	Iteration 125Q: 3 clusters Score -9107321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 61949 members 
Entering Unmasked Estep 
Score: -9107303.000000 Penalty: 3663.705811
	Iteration 126Q: 3 clusters Score -9107303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -9107300.000000 Penalty: 3663.705811
	Iteration 127Q: 3 clusters Score -9107300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -9107297.000000 Penalty: 3663.705811
	Iteration 128Q: 3 clusters Score -9107297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 62001 members 
Entering Unmasked Estep 
Score: -9107299.000000 Penalty: 3663.705811
	Iteration 129Q: 3 clusters Score -9107299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -9107303.000000 Penalty: 3663.705811
	Iteration 130Q: 3 clusters Score -9107303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -9107321.000000 Penalty: 3663.705811
	Iteration 131Q: 3 clusters Score -9107321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -9107310.000000 Penalty: 3663.705811
	Iteration 132Q: 3 clusters Score -9107310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -9107309.000000 Penalty: 3663.705811
	Iteration 133Q: 3 clusters Score -9107309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -9107311.000000 Penalty: 3663.705811
	Iteration 134Q: 3 clusters Score -9107311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
Score: -9107323.000000 Penalty: 3663.705811
	Iteration 135Q: 3 clusters Score -9107323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -9107332.000000 Penalty: 3663.705811
	Iteration 136Q: 3 clusters Score -9107332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -9107332.000000 Penalty: 3663.705811
	Iteration 137Q: 3 clusters Score -9107332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -9107333.000000 Penalty: 3663.705811
	Iteration 138Q: 3 clusters Score -9107333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 62104 members 
Entering Unmasked Estep 
Score: -9107325.000000 Penalty: 3663.705811
	Iteration 139Q: 3 clusters Score -9107325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -9107330.000000 Penalty: 3663.705811
	Iteration 140F: 3 clusters Score -9107330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -9107328.000000 Penalty: 3663.705811
	Iteration 141Q: 3 clusters Score -9107328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -9107330.000000 Penalty: 3663.705811
	Iteration 142Q: 3 clusters Score -9107330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -9107324.000000 Penalty: 3663.705811
	Iteration 143Q: 3 clusters Score -9107324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -9107337.000000 Penalty: 3663.705811
	Iteration 144Q: 3 clusters Score -9107337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -9107334.000000 Penalty: 3663.705811
	Iteration 145Q: 3 clusters Score -9107334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -9107334.000000 Penalty: 3663.705811
	Iteration 146Q: 3 clusters Score -9107334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -9107340.000000 Penalty: 3663.705811
	Iteration 147Q: 3 clusters Score -9107340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -9107340.000000 Penalty: 3663.705811
	Iteration 148F: 3 clusters Score -9107340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 94234 members 
Mstep: Class 3 contains 16500 members 
Mstep: Class 4 contains 9627 members 
Mstep: Class 5 contains 18078 members 
Mstep: Class 6 contains 62164 members 
Mstep: Class 7 contains 38594 members 
Mstep: Class 8 contains 163950 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 96945 members 
Mstep: Class 12 contains 129079 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 4435 members 
Mstep: Class 15 contains 89756 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 40426 members 
Mstep: Class 18 contains 5577 members 
Mstep: Class 20 contains 92615 members 
Entering Unmasked Estep 
Score: -102067592.000000 Penalty: 40136.968750
Splitting cluster 3 changes total score from -102064648.000000 to -102067592.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (9627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Entering Unmasked Estep 
Score: -1102811.625000 Penalty: 1490.503174
	Iteration 0F: 2 clusters Score -1102812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1095866.500000 Penalty: 2981.006348
	Iteration 0F: 3 clusters Score -1095866 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1098037.500000 Penalty: 2981.006348
	Iteration 1F: 3 clusters Score -1098038 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1098303.250000 Penalty: 2981.006348
	Iteration 2F: 3 clusters Score -1098303 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1098560.000000 Penalty: 2981.006348
	Iteration 3F: 3 clusters Score -1098560 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1098842.000000 Penalty: 2981.006348
	Iteration 4F: 3 clusters Score -1098842 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1099133.125000 Penalty: 2981.006348
	Iteration 5Q: 3 clusters Score -1099133 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1099407.250000 Penalty: 2981.006348
	Iteration 6Q: 3 clusters Score -1099407 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1099749.750000 Penalty: 2981.006348
	Iteration 7Q: 3 clusters Score -1099750 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1100119.250000 Penalty: 2981.006348
	Iteration 8F: 3 clusters Score -1100119 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1100416.375000 Penalty: 2981.006348
	Iteration 9Q: 3 clusters Score -1100416 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1100620.500000 Penalty: 2981.006348
	Iteration 10Q: 3 clusters Score -1100620 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1100752.875000 Penalty: 2981.006348
	Iteration 11Q: 3 clusters Score -1100753 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1100852.750000 Penalty: 2981.006348
	Iteration 12Q: 3 clusters Score -1100853 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1100940.875000 Penalty: 2981.006348
	Iteration 13Q: 3 clusters Score -1100941 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1101006.750000 Penalty: 2981.006348
	Iteration 14Q: 3 clusters Score -1101007 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1101072.125000 Penalty: 2981.006348
	Iteration 15Q: 3 clusters Score -1101072 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1101125.250000 Penalty: 2981.006348
	Iteration 16Q: 3 clusters Score -1101125 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1101174.625000 Penalty: 2981.006348
	Iteration 17Q: 3 clusters Score -1101175 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1101218.375000 Penalty: 2981.006348
	Iteration 18Q: 3 clusters Score -1101218 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1101257.375000 Penalty: 2981.006348
	Iteration 19Q: 3 clusters Score -1101257 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1101281.250000 Penalty: 2981.006348
	Iteration 20F: 3 clusters Score -1101281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1101300.250000 Penalty: 2981.006348
	Iteration 21Q: 3 clusters Score -1101300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1101318.125000 Penalty: 2981.006348
	Iteration 22Q: 3 clusters Score -1101318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1101339.375000 Penalty: 2981.006348
	Iteration 23Q: 3 clusters Score -1101339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1101364.875000 Penalty: 2981.006348
	Iteration 24Q: 3 clusters Score -1101365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1101380.250000 Penalty: 2981.006348
	Iteration 25Q: 3 clusters Score -1101380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1101384.750000 Penalty: 2981.006348
	Iteration 26Q: 3 clusters Score -1101385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1101390.125000 Penalty: 2981.006348
	Iteration 27Q: 3 clusters Score -1101390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1101391.250000 Penalty: 2981.006348
	Iteration 28Q: 3 clusters Score -1101391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1101391.875000 Penalty: 2981.006348
	Iteration 29Q: 3 clusters Score -1101392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1101393.625000 Penalty: 2981.006348
	Iteration 30Q: 3 clusters Score -1101394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1101397.375000 Penalty: 2981.006348
	Iteration 31Q: 3 clusters Score -1101397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1101398.875000 Penalty: 2981.006348
	Iteration 32Q: 3 clusters Score -1101399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1101399.250000 Penalty: 2981.006348
	Iteration 33Q: 3 clusters Score -1101399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1101399.375000 Penalty: 2981.006348
	Iteration 34Q: 3 clusters Score -1101399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1101400.375000 Penalty: 2981.006348
	Iteration 35Q: 3 clusters Score -1101400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1101399.500000 Penalty: 2981.006348
	Iteration 36Q: 3 clusters Score -1101400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1101401.500000 Penalty: 2981.006348
	Iteration 37Q: 3 clusters Score -1101402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1101403.500000 Penalty: 2981.006348
	Iteration 38Q: 3 clusters Score -1101404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1101404.375000 Penalty: 2981.006348
	Iteration 39Q: 3 clusters Score -1101404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1101404.375000 Penalty: 2981.006348
	Iteration 40F: 3 clusters Score -1101404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1101403.250000 Penalty: 2981.006348
	Iteration 41Q: 3 clusters Score -1101403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1101401.500000 Penalty: 2981.006348
	Iteration 42Q: 3 clusters Score -1101402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1101403.750000 Penalty: 2981.006348
	Iteration 43Q: 3 clusters Score -1101404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1101402.000000 Penalty: 2981.006348
	Iteration 44Q: 3 clusters Score -1101402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1101402.125000 Penalty: 2981.006348
	Iteration 45Q: 3 clusters Score -1101402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1101404.000000 Penalty: 2981.006348
	Iteration 46Q: 3 clusters Score -1101404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1101404.875000 Penalty: 2981.006348
	Iteration 47Q: 3 clusters Score -1101405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1101403.625000 Penalty: 2981.006348
	Iteration 48Q: 3 clusters Score -1101404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1101402.375000 Penalty: 2981.006348
	Iteration 49Q: 3 clusters Score -1101402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1101402.375000 Penalty: 2981.006348
	Iteration 50F: 3 clusters Score -1101402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Entering Unmasked Estep 
Score: -2007979.875000 Penalty: 1592.898315
	Iteration 0F: 2 clusters Score -2007980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1995576.000000 Penalty: 3185.796631
	Iteration 0F: 3 clusters Score -1995576 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1999994.500000 Penalty: 3185.796631
	Iteration 1F: 3 clusters Score -1999994 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2000332.250000 Penalty: 3185.796631
	Iteration 2Q: 3 clusters Score -2000332 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2000732.500000 Penalty: 3185.796631
	Iteration 3Q: 3 clusters Score -2000732 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2001238.000000 Penalty: 3185.796631
	Iteration 4F: 3 clusters Score -2001238 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2001925.875000 Penalty: 3185.796631
	Iteration 5F: 3 clusters Score -2001926 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2002950.125000 Penalty: 3185.796631
	Iteration 6F: 3 clusters Score -2002950 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2004183.500000 Penalty: 3185.796631
	Iteration 7F: 3 clusters Score -2004184 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2005284.375000 Penalty: 3185.796631
	Iteration 8F: 3 clusters Score -2005284 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2006005.125000 Penalty: 3185.796631
	Iteration 9Q: 3 clusters Score -2006005 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2006323.625000 Penalty: 3185.796631
	Iteration 10Q: 3 clusters Score -2006324 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2006458.375000 Penalty: 3185.796631
	Iteration 11Q: 3 clusters Score -2006458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2006510.000000 Penalty: 3185.796631
	Iteration 12Q: 3 clusters Score -2006510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2006529.000000 Penalty: 3185.796631
	Iteration 13Q: 3 clusters Score -2006529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2006547.250000 Penalty: 3185.796631
	Iteration 14Q: 3 clusters Score -2006547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2006551.625000 Penalty: 3185.796631
	Iteration 15Q: 3 clusters Score -2006552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2006551.625000 Penalty: 3185.796631
	Iteration 16F: 3 clusters Score -2006552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Entering Unmasked Estep 
Score: -4416825.500000 Penalty: 1716.138428
	Iteration 0F: 2 clusters Score -4416826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -4390960.000000 Penalty: 3432.276855
	Iteration 0F: 3 clusters Score -4390960 nChanged 17964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -4401065.500000 Penalty: 3432.276855
	Iteration 1F: 3 clusters Score -4401066 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -4402145.500000 Penalty: 3432.276855
	Iteration 2F: 3 clusters Score -4402146 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -4404716.500000 Penalty: 3432.276855
	Iteration 3F: 3 clusters Score -4404716 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4409648.500000 Penalty: 3432.276855
	Iteration 4F: 3 clusters Score -4409648 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -4414736.000000 Penalty: 3432.276855
	Iteration 5F: 3 clusters Score -4414736 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -4418101.500000 Penalty: 3432.276855
	Iteration 6F: 3 clusters Score -4418102 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -4419537.000000 Penalty: 3432.276855
	Iteration 7Q: 3 clusters Score -4419537 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -4420166.500000 Penalty: 3432.276855
	Iteration 8Q: 3 clusters Score -4420166 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -4420561.500000 Penalty: 3432.276855
	Iteration 9Q: 3 clusters Score -4420562 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -4420837.000000 Penalty: 3432.276855
	Iteration 10Q: 3 clusters Score -4420837 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -4420932.000000 Penalty: 3432.276855
	Iteration 11Q: 3 clusters Score -4420932 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -4420992.000000 Penalty: 3432.276855
	Iteration 12Q: 3 clusters Score -4420992 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -4421017.500000 Penalty: 3432.276855
	Iteration 13Q: 3 clusters Score -4421018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -4421021.000000 Penalty: 3432.276855
	Iteration 14Q: 3 clusters Score -4421021 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4421032.000000 Penalty: 3432.276855
	Iteration 15Q: 3 clusters Score -4421032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -4421039.000000 Penalty: 3432.276855
	Iteration 16Q: 3 clusters Score -4421039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -4421036.000000 Penalty: 3432.276855
	Iteration 17Q: 3 clusters Score -4421036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -4421034.000000 Penalty: 3432.276855
	Iteration 18Q: 3 clusters Score -4421034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -4421042.500000 Penalty: 3432.276855
	Iteration 19Q: 3 clusters Score -4421042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4421037.000000 Penalty: 3432.276855
	Iteration 20F: 3 clusters Score -4421037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -4421037.000000 Penalty: 3432.276855
	Iteration 21Q: 3 clusters Score -4421037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -4421037.000000 Penalty: 3432.276855
	Iteration 22F: 3 clusters Score -4421037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 94234 members 
Mstep: Class 3 contains 16500 members 
Mstep: Class 4 contains 9627 members 
Mstep: Class 5 contains 18078 members 
Mstep: Class 6 contains 62164 members 
Mstep: Class 7 contains 3330 members 
Mstep: Class 8 contains 163950 members 
Mstep: Class 9 contains 35264 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 96945 members 
Mstep: Class 12 contains 129079 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 4435 members 
Mstep: Class 15 contains 89756 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 40426 members 
Mstep: Class 18 contains 5577 members 
Mstep: Class 20 contains 92615 members 
Entering Unmasked Estep 
Score: -102071560.000000 Penalty: 42366.800781
Splitting cluster 7 changes total score from -102064648.000000 to -102071560.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (163950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163950 members 
Entering Unmasked Estep 
Score: -18586854.000000 Penalty: 1951.188965
	Iteration 0F: 2 clusters Score -1.858685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81815 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -18481500.000000 Penalty: 3902.377930
	Iteration 0F: 3 clusters Score -1.84815e+07 nChanged 79132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 85049 members 
Entering Unmasked Estep 
Score: -18528000.000000 Penalty: 3902.377930
	Iteration 1F: 3 clusters Score -1.8528e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -18529060.000000 Penalty: 3902.377930
	Iteration 2Q: 3 clusters Score -1.852906e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -18530220.000000 Penalty: 3902.377930
	Iteration 3Q: 3 clusters Score -1.853022e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 93608 members 
Entering Unmasked Estep 
Score: -18531746.000000 Penalty: 3902.377930
	Iteration 4Q: 3 clusters Score -1.853175e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 99839 members 
Entering Unmasked Estep 
Score: -18534708.000000 Penalty: 3902.377930
	Iteration 5Q: 3 clusters Score -1.853471e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 108733 members 
Entering Unmasked Estep 
Score: -18539728.000000 Penalty: 3902.377930
	Iteration 6F: 3 clusters Score -1.853973e+07 nChanged 11566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 120189 members 
Entering Unmasked Estep 
Score: -18547358.000000 Penalty: 3902.377930
	Iteration 7F: 3 clusters Score -1.854736e+07 nChanged 13175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 133318 members 
Entering Unmasked Estep 
Score: -18557638.000000 Penalty: 3902.377930
	Iteration 8F: 3 clusters Score -1.855764e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 145602 members 
Entering Unmasked Estep 
Score: -18568974.000000 Penalty: 3902.377930
	Iteration 9F: 3 clusters Score -1.856897e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 155123 members 
Entering Unmasked Estep 
Score: -18578510.000000 Penalty: 3902.377930
	Iteration 10F: 3 clusters Score -1.857851e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 160815 members 
Entering Unmasked Estep 
Score: -18582996.000000 Penalty: 3902.377930
	Iteration 11Q: 3 clusters Score -1.8583e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 162964 members 
Entering Unmasked Estep 
Score: -18584468.000000 Penalty: 3902.377930
	Iteration 12Q: 3 clusters Score -1.858447e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 163586 members 
Entering Unmasked Estep 
Score: -18584842.000000 Penalty: 3902.377930
	Iteration 13Q: 3 clusters Score -1.858484e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 163745 members 
Entering Unmasked Estep 
Score: -18585002.000000 Penalty: 3902.377930
	Iteration 14Q: 3 clusters Score -1.8585e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 163791 members 
Entering Unmasked Estep 
Score: -18585060.000000 Penalty: 3902.377930
	Iteration 15Q: 3 clusters Score -1.858506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 163811 members 
Entering Unmasked Estep 
Score: -18585094.000000 Penalty: 3902.377930
	Iteration 16Q: 3 clusters Score -1.858509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 163815 members 
Entering Unmasked Estep 
Score: -18585112.000000 Penalty: 3902.377930
	Iteration 17Q: 3 clusters Score -1.858511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 163820 members 
Entering Unmasked Estep 
Score: -18585148.000000 Penalty: 3902.377930
	Iteration 18Q: 3 clusters Score -1.858515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 163821 members 
Entering Unmasked Estep 
Score: -18585138.000000 Penalty: 3902.377930
	Iteration 19Q: 3 clusters Score -1.858514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 163823 members 
Entering Unmasked Estep 
Score: -18585150.000000 Penalty: 3902.377930
	Iteration 20F: 3 clusters Score -1.858515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 163823 members 
Entering Unmasked Estep 
Score: -18585150.000000 Penalty: 3902.377930
	Iteration 21Q: 3 clusters Score -1.858515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 163823 members 
Entering Unmasked Estep 
Score: -18585150.000000 Penalty: 3902.377930
	Iteration 22F: 3 clusters Score -1.858515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -159015.843750 Penalty: 1195.706543
	Iteration 0F: 2 clusters Score -159015.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -157291.656250 Penalty: 2391.413086
	Iteration 0F: 3 clusters Score -157291.7 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -158037.281250 Penalty: 2391.413086
	Iteration 1F: 3 clusters Score -158037.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -158562.609375 Penalty: 2391.413086
	Iteration 2F: 3 clusters Score -158562.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -158920.796875 Penalty: 2391.413086
	Iteration 3F: 3 clusters Score -158920.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -159190.281250 Penalty: 2391.413086
	Iteration 4F: 3 clusters Score -159190.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -159295.328125 Penalty: 2391.413086
	Iteration 5Q: 3 clusters Score -159295.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -159339.437500 Penalty: 2391.413086
	Iteration 6Q: 3 clusters Score -159339.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -159362.718750 Penalty: 2391.413086
	Iteration 7Q: 3 clusters Score -159362.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -159370.750000 Penalty: 2391.413086
	Iteration 8Q: 3 clusters Score -159370.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -159374.562500 Penalty: 2391.413086
	Iteration 9Q: 3 clusters Score -159374.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -159381.015625 Penalty: 2391.413086
	Iteration 10Q: 3 clusters Score -159381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -159385.390625 Penalty: 2391.413086
	Iteration 11Q: 3 clusters Score -159385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -159386.593750 Penalty: 2391.413086
	Iteration 12Q: 3 clusters Score -159386.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -159386.593750 Penalty: 2391.413086
	Iteration 13F: 3 clusters Score -159386.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 94234 members 
Mstep: Class 3 contains 16500 members 
Mstep: Class 4 contains 9627 members 
Mstep: Class 5 contains 18078 members 
Mstep: Class 6 contains 62164 members 
Mstep: Class 7 contains 3330 members 
Mstep: Class 8 contains 163950 members 
Mstep: Class 9 contains 35264 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 96945 members 
Mstep: Class 12 contains 129079 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 4435 members 
Mstep: Class 15 contains 89756 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 40426 members 
Mstep: Class 18 contains 5577 members 
Mstep: Class 19 contains 1260 members 
Mstep: Class 20 contains 92615 members 
Entering Unmasked Estep 
Score: -102070912.000000 Penalty: 44596.628906
Splitting cluster 10 changes total score from -102064648.000000 to -102070912.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 11 (96945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Entering Unmasked Estep 
Score: -11167632.000000 Penalty: 1865.808594
	Iteration 0F: 2 clusters Score -1.116763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -11104507.000000 Penalty: 3731.617188
	Iteration 0F: 3 clusters Score -1.110451e+07 nChanged 46265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -11131071.000000 Penalty: 3731.617188
	Iteration 1F: 3 clusters Score -1.113107e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -11131594.000000 Penalty: 3731.617188
	Iteration 2Q: 3 clusters Score -1.113159e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -11132227.000000 Penalty: 3731.617188
	Iteration 3Q: 3 clusters Score -1.113223e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -11133029.000000 Penalty: 3731.617188
	Iteration 4Q: 3 clusters Score -1.113303e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -11134322.000000 Penalty: 3731.617188
	Iteration 5Q: 3 clusters Score -1.113432e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 60209 members 
Entering Unmasked Estep 
Score: -11136353.000000 Penalty: 3731.617188
	Iteration 6Q: 3 clusters Score -1.113635e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -11140030.000000 Penalty: 3731.617188
	Iteration 7F: 3 clusters Score -1.114003e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -11145611.000000 Penalty: 3731.617188
	Iteration 8F: 3 clusters Score -1.114561e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -11152384.000000 Penalty: 3731.617188
	Iteration 9F: 3 clusters Score -1.115238e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -11158458.000000 Penalty: 3731.617188
	Iteration 10F: 3 clusters Score -1.115846e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 92634 members 
Entering Unmasked Estep 
Score: -11162514.000000 Penalty: 3731.617188
	Iteration 11F: 3 clusters Score -1.116251e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 95282 members 
Entering Unmasked Estep 
Score: -11164584.000000 Penalty: 3731.617188
	Iteration 12Q: 3 clusters Score -1.116458e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -11165454.000000 Penalty: 3731.617188
	Iteration 13Q: 3 clusters Score -1.116545e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 96716 members 
Entering Unmasked Estep 
Score: -11165777.000000 Penalty: 3731.617188
	Iteration 14Q: 3 clusters Score -1.116578e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 96790 members 
Entering Unmasked Estep 
Score: -11165910.000000 Penalty: 3731.617188
	Iteration 15Q: 3 clusters Score -1.116591e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 96811 members 
Entering Unmasked Estep 
Score: -11165962.000000 Penalty: 3731.617188
	Iteration 16Q: 3 clusters Score -1.116596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 96819 members 
Entering Unmasked Estep 
Score: -11165976.000000 Penalty: 3731.617188
	Iteration 17Q: 3 clusters Score -1.116598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 96824 members 
Entering Unmasked Estep 
Score: -11165991.000000 Penalty: 3731.617188
	Iteration 18Q: 3 clusters Score -1.116599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 96829 members 
Entering Unmasked Estep 
Score: -11166003.000000 Penalty: 3731.617188
	Iteration 19Q: 3 clusters Score -1.1166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 96830 members 
Entering Unmasked Estep 
Score: -11166005.000000 Penalty: 3731.617188
	Iteration 20F: 3 clusters Score -1.1166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 96830 members 
Entering Unmasked Estep 
Score: -11166013.000000 Penalty: 3731.617188
	Iteration 21Q: 3 clusters Score -1.116601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 96830 members 
Entering Unmasked Estep 
Score: -11166013.000000 Penalty: 3731.617188
	Iteration 22F: 3 clusters Score -1.116601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (129079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129079 members 
Entering Unmasked Estep 
Score: -15009913.000000 Penalty: 1912.329224
	Iteration 0F: 2 clusters Score -1.500991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 64647 members 
Entering Unmasked Estep 
Score: -14932127.000000 Penalty: 3824.658447
	Iteration 0F: 3 clusters Score -1.493213e+07 nChanged 62066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 66435 members 
Entering Unmasked Estep 
Score: -14968477.000000 Penalty: 3824.658447
	Iteration 1F: 3 clusters Score -1.496848e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 67574 members 
Entering Unmasked Estep 
Score: -14969048.000000 Penalty: 3824.658447
	Iteration 2Q: 3 clusters Score -1.496905e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -14969553.000000 Penalty: 3824.658447
	Iteration 3Q: 3 clusters Score -1.496955e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 72354 members 
Entering Unmasked Estep 
Score: -14970392.000000 Penalty: 3824.658447
	Iteration 4Q: 3 clusters Score -1.497039e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 76808 members 
Entering Unmasked Estep 
Score: -14972062.000000 Penalty: 3824.658447
	Iteration 5Q: 3 clusters Score -1.497206e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -14974911.000000 Penalty: 3824.658447
	Iteration 6F: 3 clusters Score -1.497491e+07 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 92900 members 
Entering Unmasked Estep 
Score: -14979678.000000 Penalty: 3824.658447
	Iteration 7F: 3 clusters Score -1.497968e+07 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 104743 members 
Entering Unmasked Estep 
Score: -14987739.000000 Penalty: 3824.658447
	Iteration 8F: 3 clusters Score -1.498774e+07 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 116111 members 
Entering Unmasked Estep 
Score: -14996546.000000 Penalty: 3824.658447
	Iteration 9F: 3 clusters Score -1.499655e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 123871 members 
Entering Unmasked Estep 
Score: -15003202.000000 Penalty: 3824.658447
	Iteration 10F: 3 clusters Score -1.50032e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 127388 members 
Entering Unmasked Estep 
Score: -15006439.000000 Penalty: 3824.658447
	Iteration 11Q: 3 clusters Score -1.500644e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 128559 members 
Entering Unmasked Estep 
Score: -15007584.000000 Penalty: 3824.658447
	Iteration 12Q: 3 clusters Score -1.500758e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 128841 members 
Entering Unmasked Estep 
Score: -15007935.000000 Penalty: 3824.658447
	Iteration 13Q: 3 clusters Score -1.500794e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 128913 members 
Entering Unmasked Estep 
Score: -15008038.000000 Penalty: 3824.658447
	Iteration 14Q: 3 clusters Score -1.500804e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 128934 members 
Entering Unmasked Estep 
Score: -15008097.000000 Penalty: 3824.658447
	Iteration 15Q: 3 clusters Score -1.50081e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128943 members 
Entering Unmasked Estep 
Score: -15008126.000000 Penalty: 3824.658447
	Iteration 16Q: 3 clusters Score -1.500813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 128947 members 
Entering Unmasked Estep 
Score: -15008145.000000 Penalty: 3824.658447
	Iteration 17Q: 3 clusters Score -1.500814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128952 members 
Entering Unmasked Estep 
Score: -15008159.000000 Penalty: 3824.658447
	Iteration 18Q: 3 clusters Score -1.500816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 128955 members 
Entering Unmasked Estep 
Score: -15008180.000000 Penalty: 3824.658447
	Iteration 19Q: 3 clusters Score -1.500818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 128955 members 
Entering Unmasked Estep 
Score: -15008184.000000 Penalty: 3824.658447
	Iteration 20F: 3 clusters Score -1.500818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 128956 members 
Entering Unmasked Estep 
Score: -15008183.000000 Penalty: 3824.658447
	Iteration 21Q: 3 clusters Score -1.500818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 128957 members 
Entering Unmasked Estep 
Score: -15008193.000000 Penalty: 3824.658447
	Iteration 22Q: 3 clusters Score -1.500819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 128957 members 
Entering Unmasked Estep 
Score: -15008193.000000 Penalty: 3824.658447
	Iteration 23F: 3 clusters Score -1.500819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -382450.656250 Penalty: 1315.881226
	Iteration 0F: 2 clusters Score -382450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -379521.531250 Penalty: 2631.762451
	Iteration 0F: 3 clusters Score -379521.5 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -380261.968750 Penalty: 2631.762451
	Iteration 1F: 3 clusters Score -380262 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -380391.750000 Penalty: 2631.762451
	Iteration 2F: 3 clusters Score -380391.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -380462.812500 Penalty: 2631.762451
	Iteration 3Q: 3 clusters Score -380462.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -380519.406250 Penalty: 2631.762451
	Iteration 4Q: 3 clusters Score -380519.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -380560.281250 Penalty: 2631.762451
	Iteration 5Q: 3 clusters Score -380560.3 nChanged 70
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: -380588.500000 Penalty: 2631.762451
	Iteration 6Q: 3 clusters Score -380588.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -380617.750000 Penalty: 2631.762451
	Iteration 7Q: 3 clusters Score -380617.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -380639.031250 Penalty: 2631.762451
	Iteration 8Q: 3 clusters Score -380639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -380663.812500 Penalty: 2631.762451
	Iteration 9Q: 3 clusters Score -380663.8 nChanged 58
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: -380692.375000 Penalty: 2631.762451
	Iteration 10Q: 3 clusters Score -380692.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -380722.968750 Penalty: 2631.762451
	Iteration 11Q: 3 clusters Score -380723 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -380752.250000 Penalty: 2631.762451
	Iteration 12Q: 3 clusters Score -380752.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -380787.500000 Penalty: 2631.762451
	Iteration 13Q: 3 clusters Score -380787.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -380819.375000 Penalty: 2631.762451
	Iteration 14Q: 3 clusters Score -380819.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -380848.750000 Penalty: 2631.762451
	Iteration 15Q: 3 clusters Score -380848.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -380879.125000 Penalty: 2631.762451
	Iteration 16Q: 3 clusters Score -380879.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -380915.343750 Penalty: 2631.762451
	Iteration 17Q: 3 clusters Score -380915.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -380947.750000 Penalty: 2631.762451
	Iteration 18Q: 3 clusters Score -380947.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -380977.718750 Penalty: 2631.762451
	Iteration 19Q: 3 clusters Score -380977.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -381022.093750 Penalty: 2631.762451
	Iteration 20F: 3 clusters Score -381022.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -381051.531250 Penalty: 2631.762451
	Iteration 21Q: 3 clusters Score -381051.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -381083.156250 Penalty: 2631.762451
	Iteration 22Q: 3 clusters Score -381083.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -381102.687500 Penalty: 2631.762451
	Iteration 23Q: 3 clusters Score -381102.7 nChanged 36
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: -381120.687500 Penalty: 2631.762451
	Iteration 24Q: 3 clusters Score -381120.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -381140.000000 Penalty: 2631.762451
	Iteration 25Q: 3 clusters Score -381140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -381160.500000 Penalty: 2631.762451
	Iteration 26Q: 3 clusters Score -381160.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -381181.718750 Penalty: 2631.762451
	Iteration 27Q: 3 clusters Score -381181.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -381205.906250 Penalty: 2631.762451
	Iteration 28Q: 3 clusters Score -381205.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -381224.375000 Penalty: 2631.762451
	Iteration 29Q: 3 clusters Score -381224.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -381240.843750 Penalty: 2631.762451
	Iteration 30Q: 3 clusters Score -381240.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -381261.968750 Penalty: 2631.762451
	Iteration 31Q: 3 clusters Score -381262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -381281.156250 Penalty: 2631.762451
	Iteration 32Q: 3 clusters Score -381281.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -381302.781250 Penalty: 2631.762451
	Iteration 33Q: 3 clusters Score -381302.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -381319.500000 Penalty: 2631.762451
	Iteration 34Q: 3 clusters Score -381319.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -381333.781250 Penalty: 2631.762451
	Iteration 35Q: 3 clusters Score -381333.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -381351.218750 Penalty: 2631.762451
	Iteration 36Q: 3 clusters Score -381351.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -381362.375000 Penalty: 2631.762451
	Iteration 37Q: 3 clusters Score -381362.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -381367.593750 Penalty: 2631.762451
	Iteration 38Q: 3 clusters Score -381367.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -381371.593750 Penalty: 2631.762451
	Iteration 39Q: 3 clusters Score -381371.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -381373.968750 Penalty: 2631.762451
	Iteration 40F: 3 clusters Score -381374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -381375.437500 Penalty: 2631.762451
	Iteration 41Q: 3 clusters Score -381375.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -381375.437500 Penalty: 2631.762451
	Iteration 42F: 3 clusters Score -381375.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -485159.250000 Penalty: 1364.558472
	Iteration 0F: 2 clusters Score -485159.2 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 2261 members 
Entering Unmasked Estep 
Score: -481557.593750 Penalty: 2729.116943
	Iteration 0F: 3 clusters Score -481557.6 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -482751.718750 Penalty: 2729.116943
	Iteration 1F: 3 clusters Score -482751.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -483132.812500 Penalty: 2729.116943
	Iteration 2F: 3 clusters Score -483132.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -483498.312500 Penalty: 2729.116943
	Iteration 3F: 3 clusters Score -483498.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -483894.031250 Penalty: 2729.116943
	Iteration 4F: 3 clusters Score -483894 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -484181.062500 Penalty: 2729.116943
	Iteration 5F: 3 clusters Score -484181.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -484393.000000 Penalty: 2729.116943
	Iteration 6Q: 3 clusters Score -484393 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -484520.000000 Penalty: 2729.116943
	Iteration 7Q: 3 clusters Score -484520 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -484583.718750 Penalty: 2729.116943
	Iteration 8Q: 3 clusters Score -484583.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -484633.156250 Penalty: 2729.116943
	Iteration 9Q: 3 clusters Score -484633.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -484674.375000 Penalty: 2729.116943
	Iteration 10Q: 3 clusters Score -484674.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -484713.625000 Penalty: 2729.116943
	Iteration 11Q: 3 clusters Score -484713.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -484746.312500 Penalty: 2729.116943
	Iteration 12Q: 3 clusters Score -484746.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -484771.906250 Penalty: 2729.116943
	Iteration 13Q: 3 clusters Score -484771.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -484788.375000 Penalty: 2729.116943
	Iteration 14Q: 3 clusters Score -484788.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -484806.812500 Penalty: 2729.116943
	Iteration 15Q: 3 clusters Score -484806.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -484834.531250 Penalty: 2729.116943
	Iteration 16Q: 3 clusters Score -484834.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -484859.906250 Penalty: 2729.116943
	Iteration 17Q: 3 clusters Score -484859.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -484880.875000 Penalty: 2729.116943
	Iteration 18Q: 3 clusters Score -484880.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -484890.656250 Penalty: 2729.116943
	Iteration 19Q: 3 clusters Score -484890.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -484899.656250 Penalty: 2729.116943
	Iteration 20F: 3 clusters Score -484899.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -484906.500000 Penalty: 2729.116943
	Iteration 21Q: 3 clusters Score -484906.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -484911.218750 Penalty: 2729.116943
	Iteration 22Q: 3 clusters Score -484911.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -484917.218750 Penalty: 2729.116943
	Iteration 23Q: 3 clusters Score -484917.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -484921.656250 Penalty: 2729.116943
	Iteration 24Q: 3 clusters Score -484921.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -484927.875000 Penalty: 2729.116943
	Iteration 25Q: 3 clusters Score -484927.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -484933.187500 Penalty: 2729.116943
	Iteration 26Q: 3 clusters Score -484933.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -484938.781250 Penalty: 2729.116943
	Iteration 27Q: 3 clusters Score -484938.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -484943.968750 Penalty: 2729.116943
	Iteration 28Q: 3 clusters Score -484944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -484948.062500 Penalty: 2729.116943
	Iteration 29Q: 3 clusters Score -484948.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -484950.968750 Penalty: 2729.116943
	Iteration 30Q: 3 clusters Score -484951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -484952.781250 Penalty: 2729.116943
	Iteration 31Q: 3 clusters Score -484952.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -484959.718750 Penalty: 2729.116943
	Iteration 32Q: 3 clusters Score -484959.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -484982.468750 Penalty: 2729.116943
	Iteration 33Q: 3 clusters Score -484982.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -485008.562500 Penalty: 2729.116943
	Iteration 34Q: 3 clusters Score -485008.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -485031.531250 Penalty: 2729.116943
	Iteration 35Q: 3 clusters Score -485031.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -485040.375000 Penalty: 2729.116943
	Iteration 36Q: 3 clusters Score -485040.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -485044.812500 Penalty: 2729.116943
	Iteration 37Q: 3 clusters Score -485044.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -485049.812500 Penalty: 2729.116943
	Iteration 38Q: 3 clusters Score -485049.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -485052.625000 Penalty: 2729.116943
	Iteration 39Q: 3 clusters Score -485052.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -485055.593750 Penalty: 2729.116943
	Iteration 40F: 3 clusters Score -485055.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -485058.031250 Penalty: 2729.116943
	Iteration 41Q: 3 clusters Score -485058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -485059.312500 Penalty: 2729.116943
	Iteration 42Q: 3 clusters Score -485059.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -485060.562500 Penalty: 2729.116943
	Iteration 43Q: 3 clusters Score -485060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -485061.031250 Penalty: 2729.116943
	Iteration 44Q: 3 clusters Score -485061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -485060.406250 Penalty: 2729.116943
	Iteration 45Q: 3 clusters Score -485060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -485061.062500 Penalty: 2729.116943
	Iteration 46Q: 3 clusters Score -485061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -485062.093750 Penalty: 2729.116943
	Iteration 47Q: 3 clusters Score -485062.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -485061.562500 Penalty: 2729.116943
	Iteration 48Q: 3 clusters Score -485061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -485061.562500 Penalty: 2729.116943
	Iteration 49Q: 3 clusters Score -485061.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -485061.562500 Penalty: 2729.116943
	Iteration 50F: 3 clusters Score -485061.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (89756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89756 members 
Entering Unmasked Estep 
Score: -10165234.000000 Penalty: 1853.288086
	Iteration 0F: 2 clusters Score -1.016523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -10105756.000000 Penalty: 3706.576172
	Iteration 0F: 3 clusters Score -1.010576e+07 nChanged 43034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -10131714.000000 Penalty: 3706.576172
	Iteration 1F: 3 clusters Score -1.013171e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -10133528.000000 Penalty: 3706.576172
	Iteration 2Q: 3 clusters Score -1.013353e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -10136198.000000 Penalty: 3706.576172
	Iteration 3F: 3 clusters Score -1.01362e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -10140122.000000 Penalty: 3706.576172
	Iteration 4F: 3 clusters Score -1.014012e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -10145477.000000 Penalty: 3706.576172
	Iteration 5F: 3 clusters Score -1.014548e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -10150793.000000 Penalty: 3706.576172
	Iteration 6F: 3 clusters Score -1.015079e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 68198 members 
Entering Unmasked Estep 
Score: -10155224.000000 Penalty: 3706.576172
	Iteration 7F: 3 clusters Score -1.015522e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -10157995.000000 Penalty: 3706.576172
	Iteration 8Q: 3 clusters Score -1.0158e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
Score: -10159515.000000 Penalty: 3706.576172
	Iteration 9Q: 3 clusters Score -1.015952e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 74103 members 
Entering Unmasked Estep 
Score: -10160398.000000 Penalty: 3706.576172
	Iteration 10Q: 3 clusters Score -1.01604e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 75600 members 
Entering Unmasked Estep 
Score: -10161127.000000 Penalty: 3706.576172
	Iteration 11Q: 3 clusters Score -1.016113e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
Score: -10161819.000000 Penalty: 3706.576172
	Iteration 12Q: 3 clusters Score -1.016182e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -10162477.000000 Penalty: 3706.576172
	Iteration 13Q: 3 clusters Score -1.016248e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 79496 members 
Entering Unmasked Estep 
Score: -10163127.000000 Penalty: 3706.576172
	Iteration 14Q: 3 clusters Score -1.016313e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 80480 members 
Entering Unmasked Estep 
Score: -10163792.000000 Penalty: 3706.576172
	Iteration 15Q: 3 clusters Score -1.016379e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 81236 members 
Entering Unmasked Estep 
Score: -10164380.000000 Penalty: 3706.576172
	Iteration 16Q: 3 clusters Score -1.016438e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
Score: -10164785.000000 Penalty: 3706.576172
	Iteration 17Q: 3 clusters Score -1.016478e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -10165015.000000 Penalty: 3706.576172
	Iteration 18Q: 3 clusters Score -1.016502e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -10165106.000000 Penalty: 3706.576172
	Iteration 19Q: 3 clusters Score -1.016511e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 82644 members 
Entering Unmasked Estep 
Score: -10165190.000000 Penalty: 3706.576172
	Iteration 20F: 3 clusters Score -1.016519e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 82836 members 
Entering Unmasked Estep 
Score: -10165239.000000 Penalty: 3706.576172
	Iteration 21Q: 3 clusters Score -1.016524e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -10165216.000000 Penalty: 3706.576172
	Iteration 22Q: 3 clusters Score -1.016522e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -10165224.000000 Penalty: 3706.576172
	Iteration 23Q: 3 clusters Score -1.016522e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -10165227.000000 Penalty: 3706.576172
	Iteration 24Q: 3 clusters Score -1.016523e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -10165253.000000 Penalty: 3706.576172
	Iteration 25Q: 3 clusters Score -1.016525e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -10165248.000000 Penalty: 3706.576172
	Iteration 26Q: 3 clusters Score -1.016525e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 83458 members 
Entering Unmasked Estep 
Score: -10165248.000000 Penalty: 3706.576172
	Iteration 27Q: 3 clusters Score -1.016525e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 83506 members 
Entering Unmasked Estep 
Score: -10165258.000000 Penalty: 3706.576172
	Iteration 28Q: 3 clusters Score -1.016526e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 83562 members 
Entering Unmasked Estep 
Score: -10165266.000000 Penalty: 3706.576172
	Iteration 29Q: 3 clusters Score -1.016527e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -10165256.000000 Penalty: 3706.576172
	Iteration 30Q: 3 clusters Score -1.016526e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 83622 members 
Entering Unmasked Estep 
Score: -10165257.000000 Penalty: 3706.576172
	Iteration 31Q: 3 clusters Score -1.016526e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 83647 members 
Entering Unmasked Estep 
Score: -10165274.000000 Penalty: 3706.576172
	Iteration 32Q: 3 clusters Score -1.016527e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -10165265.000000 Penalty: 3706.576172
	Iteration 33Q: 3 clusters Score -1.016526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -10165275.000000 Penalty: 3706.576172
	Iteration 34Q: 3 clusters Score -1.016528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 83682 members 
Entering Unmasked Estep 
Score: -10165265.000000 Penalty: 3706.576172
	Iteration 35Q: 3 clusters Score -1.016526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 83690 members 
Entering Unmasked Estep 
Score: -10165248.000000 Penalty: 3706.576172
	Iteration 36Q: 3 clusters Score -1.016525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 83697 members 
Entering Unmasked Estep 
Score: -10165248.000000 Penalty: 3706.576172
	Iteration 37Q: 3 clusters Score -1.016525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 83703 members 
Entering Unmasked Estep 
Score: -10165245.000000 Penalty: 3706.576172
	Iteration 38Q: 3 clusters Score -1.016524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 83711 members 
Entering Unmasked Estep 
Score: -10165237.000000 Penalty: 3706.576172
	Iteration 39Q: 3 clusters Score -1.016524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 83717 members 
Entering Unmasked Estep 
Score: -10165245.000000 Penalty: 3706.576172
	Iteration 40F: 3 clusters Score -1.016524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 83726 members 
Entering Unmasked Estep 
Score: -10165240.000000 Penalty: 3706.576172
	Iteration 41Q: 3 clusters Score -1.016524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -10165244.000000 Penalty: 3706.576172
	Iteration 42Q: 3 clusters Score -1.016524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 83738 members 
Entering Unmasked Estep 
Score: -10165239.000000 Penalty: 3706.576172
	Iteration 43Q: 3 clusters Score -1.016524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -10165238.000000 Penalty: 3706.576172
	Iteration 44Q: 3 clusters Score -1.016524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 83751 members 
Entering Unmasked Estep 
Score: -10165250.000000 Penalty: 3706.576172
	Iteration 45Q: 3 clusters Score -1.016525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 83756 members 
Entering Unmasked Estep 
Score: -10165248.000000 Penalty: 3706.576172
	Iteration 46Q: 3 clusters Score -1.016525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -10165258.000000 Penalty: 3706.576172
	Iteration 47Q: 3 clusters Score -1.016526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -10165242.000000 Penalty: 3706.576172
	Iteration 48Q: 3 clusters Score -1.016524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -10165235.000000 Penalty: 3706.576172
	Iteration 49Q: 3 clusters Score -1.016524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 83788 members 
Entering Unmasked Estep 
Score: -10165250.000000 Penalty: 3706.576172
	Iteration 50Q: 3 clusters Score -1.016525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -10165250.000000 Penalty: 3706.576172
	Iteration 51Q: 3 clusters Score -1.016525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -10165240.000000 Penalty: 3706.576172
	Iteration 52Q: 3 clusters Score -1.016524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -10165242.000000 Penalty: 3706.576172
	Iteration 53Q: 3 clusters Score -1.016524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 83799 members 
Entering Unmasked Estep 
Score: -10165245.000000 Penalty: 3706.576172
	Iteration 54Q: 3 clusters Score -1.016524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 83799 members 
Entering Unmasked Estep 
Score: -10165245.000000 Penalty: 3706.576172
	Iteration 55F: 3 clusters Score -1.016524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 94234 members 
Mstep: Class 3 contains 16500 members 
Mstep: Class 4 contains 9627 members 
Mstep: Class 5 contains 18078 members 
Mstep: Class 6 contains 62164 members 
Mstep: Class 7 contains 3330 members 
Mstep: Class 8 contains 163950 members 
Mstep: Class 9 contains 35264 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 96945 members 
Mstep: Class 12 contains 129079 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 4435 members 
Mstep: Class 15 contains 5957 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 40426 members 
Mstep: Class 18 contains 5577 members 
Mstep: Class 19 contains 1260 members 
Mstep: Class 20 contains 92615 members 
Mstep: Class 21 contains 83799 members 
Entering Unmasked Estep 
Score: -102070520.000000 Penalty: 46826.460938
Splitting cluster 15 changes total score from -102064648.000000 to -102070520.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -87036.703125 Penalty: 1093.596436
	Iteration 0F: 2 clusters Score -87036.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -85697.750000 Penalty: 2187.192871
	Iteration 0F: 3 clusters Score -85697.75 nChanged 221
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: -85942.492188 Penalty: 2187.192871
	Iteration 1F: 3 clusters Score -85942.49 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86044.914062 Penalty: 2187.192871
	Iteration 2F: 3 clusters Score -86044.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -86110.734375 Penalty: 2187.192871
	Iteration 3F: 3 clusters Score -86110.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86150.382812 Penalty: 2187.192871
	Iteration 4Q: 3 clusters Score -86150.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86161.921875 Penalty: 2187.192871
	Iteration 5Q: 3 clusters Score -86161.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86171.976562 Penalty: 2187.192871
	Iteration 6Q: 3 clusters Score -86171.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86183.031250 Penalty: 2187.192871
	Iteration 7Q: 3 clusters Score -86183.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86191.320312 Penalty: 2187.192871
	Iteration 8Q: 3 clusters Score -86191.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86197.195312 Penalty: 2187.192871
	Iteration 9Q: 3 clusters Score -86197.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86201.781250 Penalty: 2187.192871
	Iteration 10Q: 3 clusters Score -86201.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86203.609375 Penalty: 2187.192871
	Iteration 11Q: 3 clusters Score -86203.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86208.578125 Penalty: 2187.192871
	Iteration 12Q: 3 clusters Score -86208.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86211.492188 Penalty: 2187.192871
	Iteration 13Q: 3 clusters Score -86211.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86212.078125 Penalty: 2187.192871
	Iteration 14Q: 3 clusters Score -86212.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86215.398438 Penalty: 2187.192871
	Iteration 15Q: 3 clusters Score -86215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86215.773438 Penalty: 2187.192871
	Iteration 16Q: 3 clusters Score -86215.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86215.773438 Penalty: 2187.192871
	Iteration 17F: 3 clusters Score -86215.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Entering Unmasked Estep 
Score: -4447052.500000 Penalty: 1723.674561
	Iteration 0F: 2 clusters Score -4447052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4419803.500000 Penalty: 3447.349121
	Iteration 0F: 3 clusters Score -4419804 nChanged 18920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -4430781.000000 Penalty: 3447.349121
	Iteration 1F: 3 clusters Score -4430781 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -4432123.500000 Penalty: 3447.349121
	Iteration 2F: 3 clusters Score -4432124 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -4434268.000000 Penalty: 3447.349121
	Iteration 3F: 3 clusters Score -4434268 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -4436924.000000 Penalty: 3447.349121
	Iteration 4F: 3 clusters Score -4436924 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -4439587.000000 Penalty: 3447.349121
	Iteration 5F: 3 clusters Score -4439587 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -4441781.500000 Penalty: 3447.349121
	Iteration 6F: 3 clusters Score -4441782 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -4443182.500000 Penalty: 3447.349121
	Iteration 7F: 3 clusters Score -4443182 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -4443823.500000 Penalty: 3447.349121
	Iteration 8Q: 3 clusters Score -4443824 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -4444131.500000 Penalty: 3447.349121
	Iteration 9Q: 3 clusters Score -4444132 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -4444279.000000 Penalty: 3447.349121
	Iteration 10Q: 3 clusters Score -4444279 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -4444450.000000 Penalty: 3447.349121
	Iteration 11Q: 3 clusters Score -4444450 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -4444576.000000 Penalty: 3447.349121
	Iteration 12Q: 3 clusters Score -4444576 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -4444693.500000 Penalty: 3447.349121
	Iteration 13Q: 3 clusters Score -4444694 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -4444818.500000 Penalty: 3447.349121
	Iteration 14Q: 3 clusters Score -4444818 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -4444963.500000 Penalty: 3447.349121
	Iteration 15Q: 3 clusters Score -4444964 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -4445100.500000 Penalty: 3447.349121
	Iteration 16Q: 3 clusters Score -4445100 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -4445217.500000 Penalty: 3447.349121
	Iteration 17Q: 3 clusters Score -4445218 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -4445377.500000 Penalty: 3447.349121
	Iteration 18Q: 3 clusters Score -4445378 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -4445518.000000 Penalty: 3447.349121
	Iteration 19Q: 3 clusters Score -4445518 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -4445686.500000 Penalty: 3447.349121
	Iteration 20F: 3 clusters Score -4445686 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -4445911.000000 Penalty: 3447.349121
	Iteration 21Q: 3 clusters Score -4445911 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4446242.500000 Penalty: 3447.349121
	Iteration 22Q: 3 clusters Score -4446242 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4446899.500000 Penalty: 3447.349121
	Iteration 23Q: 3 clusters Score -4446900 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4447517.500000 Penalty: 3447.349121
	Iteration 24Q: 3 clusters Score -4447518 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4447615.000000 Penalty: 3447.349121
	Iteration 25Q: 3 clusters Score -4447615 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4447651.500000 Penalty: 3447.349121
	Iteration 26Q: 3 clusters Score -4447652 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4447677.500000 Penalty: 3447.349121
	Iteration 27Q: 3 clusters Score -4447678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4447680.500000 Penalty: 3447.349121
	Iteration 28Q: 3 clusters Score -4447680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4447697.000000 Penalty: 3447.349121
	Iteration 29Q: 3 clusters Score -4447697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4447708.500000 Penalty: 3447.349121
	Iteration 30Q: 3 clusters Score -4447708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4447699.500000 Penalty: 3447.349121
	Iteration 31Q: 3 clusters Score -4447700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4447711.500000 Penalty: 3447.349121
	Iteration 32Q: 3 clusters Score -4447712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4447712.000000 Penalty: 3447.349121
	Iteration 33Q: 3 clusters Score -4447712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4447714.000000 Penalty: 3447.349121
	Iteration 34Q: 3 clusters Score -4447714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4447716.500000 Penalty: 3447.349121
	Iteration 35Q: 3 clusters Score -4447716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4447716.000000 Penalty: 3447.349121
	Iteration 36Q: 3 clusters Score -4447716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4447718.500000 Penalty: 3447.349121
	Iteration 37Q: 3 clusters Score -4447718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4447717.500000 Penalty: 3447.349121
	Iteration 38Q: 3 clusters Score -4447718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4447715.000000 Penalty: 3447.349121
	Iteration 39Q: 3 clusters Score -4447715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4447715.500000 Penalty: 3447.349121
	Iteration 40F: 3 clusters Score -4447716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4447720.000000 Penalty: 3447.349121
	Iteration 41Q: 3 clusters Score -4447720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4447725.000000 Penalty: 3447.349121
	Iteration 42Q: 3 clusters Score -4447725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4447735.000000 Penalty: 3447.349121
	Iteration 43Q: 3 clusters Score -4447735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4447730.500000 Penalty: 3447.349121
	Iteration 44Q: 3 clusters Score -4447730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4447728.500000 Penalty: 3447.349121
	Iteration 45Q: 3 clusters Score -4447728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4447729.000000 Penalty: 3447.349121
	Iteration 46Q: 3 clusters Score -4447729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4447725.000000 Penalty: 3447.349121
	Iteration 47Q: 3 clusters Score -4447725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4447729.000000 Penalty: 3447.349121
	Iteration 48Q: 3 clusters Score -4447729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4447736.000000 Penalty: 3447.349121
	Iteration 49Q: 3 clusters Score -4447736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4447740.000000 Penalty: 3447.349121
	Iteration 50Q: 3 clusters Score -4447740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4447740.500000 Penalty: 3447.349121
	Iteration 51Q: 3 clusters Score -4447740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4447739.000000 Penalty: 3447.349121
	Iteration 52Q: 3 clusters Score -4447739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4447739.000000 Penalty: 3447.349121
	Iteration 53F: 3 clusters Score -4447739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 94234 members 
Mstep: Class 3 contains 16500 members 
Mstep: Class 4 contains 9627 members 
Mstep: Class 5 contains 18078 members 
Mstep: Class 6 contains 62164 members 
Mstep: Class 7 contains 3330 members 
Mstep: Class 8 contains 163950 members 
Mstep: Class 9 contains 35264 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 96945 members 
Mstep: Class 12 contains 129079 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 4435 members 
Mstep: Class 15 contains 5957 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 38109 members 
Mstep: Class 18 contains 5577 members 
Mstep: Class 19 contains 1260 members 
Mstep: Class 20 contains 92615 members 
Mstep: Class 21 contains 83799 members 
Mstep: Class 22 contains 2317 members 
Entering Unmasked Estep 
Score: -102070344.000000 Penalty: 49056.292969
Splitting cluster 17 changes total score from -102064648.000000 to -102070344.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 18 (5577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Entering Unmasked Estep 
Score: -643790.250000 Penalty: 1401.791138
	Iteration 0F: 2 clusters Score -643790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -639475.437500 Penalty: 2803.582275
	Iteration 0F: 3 clusters Score -639475.4 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -640594.312500 Penalty: 2803.582275
	Iteration 1F: 3 clusters Score -640594.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -640758.000000 Penalty: 2803.582275
	Iteration 2F: 3 clusters Score -640758 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -640855.625000 Penalty: 2803.582275
	Iteration 3Q: 3 clusters Score -640855.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -640927.000000 Penalty: 2803.582275
	Iteration 4Q: 3 clusters Score -640927 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -640990.625000 Penalty: 2803.582275
	Iteration 5Q: 3 clusters Score -640990.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -641039.437500 Penalty: 2803.582275
	Iteration 6Q: 3 clusters Score -641039.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -641084.687500 Penalty: 2803.582275
	Iteration 7Q: 3 clusters Score -641084.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -641127.812500 Penalty: 2803.582275
	Iteration 8Q: 3 clusters Score -641127.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -641176.750000 Penalty: 2803.582275
	Iteration 9Q: 3 clusters Score -641176.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -641218.250000 Penalty: 2803.582275
	Iteration 10Q: 3 clusters Score -641218.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -641266.187500 Penalty: 2803.582275
	Iteration 11Q: 3 clusters Score -641266.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -641321.437500 Penalty: 2803.582275
	Iteration 12Q: 3 clusters Score -641321.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -641381.125000 Penalty: 2803.582275
	Iteration 13Q: 3 clusters Score -641381.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -641447.812500 Penalty: 2803.582275
	Iteration 14Q: 3 clusters Score -641447.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -641508.312500 Penalty: 2803.582275
	Iteration 15Q: 3 clusters Score -641508.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -641557.625000 Penalty: 2803.582275
	Iteration 16Q: 3 clusters Score -641557.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -641607.437500 Penalty: 2803.582275
	Iteration 17Q: 3 clusters Score -641607.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -641667.812500 Penalty: 2803.582275
	Iteration 18Q: 3 clusters Score -641667.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -641726.000000 Penalty: 2803.582275
	Iteration 19Q: 3 clusters Score -641726 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -641793.687500 Penalty: 2803.582275
	Iteration 20F: 3 clusters Score -641793.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -641870.875000 Penalty: 2803.582275
	Iteration 21Q: 3 clusters Score -641870.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -641940.875000 Penalty: 2803.582275
	Iteration 22Q: 3 clusters Score -641940.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -642001.062500 Penalty: 2803.582275
	Iteration 23Q: 3 clusters Score -642001.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -642052.187500 Penalty: 2803.582275
	Iteration 24Q: 3 clusters Score -642052.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -642089.062500 Penalty: 2803.582275
	Iteration 25Q: 3 clusters Score -642089.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -642126.000000 Penalty: 2803.582275
	Iteration 26Q: 3 clusters Score -642126 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -642161.312500 Penalty: 2803.582275
	Iteration 27Q: 3 clusters Score -642161.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -642192.625000 Penalty: 2803.582275
	Iteration 28Q: 3 clusters Score -642192.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -642222.812500 Penalty: 2803.582275
	Iteration 29Q: 3 clusters Score -642222.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -642250.687500 Penalty: 2803.582275
	Iteration 30Q: 3 clusters Score -642250.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -642277.437500 Penalty: 2803.582275
	Iteration 31Q: 3 clusters Score -642277.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -642303.500000 Penalty: 2803.582275
	Iteration 32Q: 3 clusters Score -642303.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -642322.625000 Penalty: 2803.582275
	Iteration 33Q: 3 clusters Score -642322.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -642338.875000 Penalty: 2803.582275
	Iteration 34Q: 3 clusters Score -642338.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -642347.812500 Penalty: 2803.582275
	Iteration 35Q: 3 clusters Score -642347.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -642357.812500 Penalty: 2803.582275
	Iteration 36Q: 3 clusters Score -642357.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -642364.125000 Penalty: 2803.582275
	Iteration 37Q: 3 clusters Score -642364.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -642369.187500 Penalty: 2803.582275
	Iteration 38Q: 3 clusters Score -642369.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -642375.687500 Penalty: 2803.582275
	Iteration 39Q: 3 clusters Score -642375.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -642380.687500 Penalty: 2803.582275
	Iteration 40F: 3 clusters Score -642380.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -642382.125000 Penalty: 2803.582275
	Iteration 41Q: 3 clusters Score -642382.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -642384.437500 Penalty: 2803.582275
	Iteration 42Q: 3 clusters Score -642384.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -642386.437500 Penalty: 2803.582275
	Iteration 43Q: 3 clusters Score -642386.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -642390.562500 Penalty: 2803.582275
	Iteration 44Q: 3 clusters Score -642390.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -642393.500000 Penalty: 2803.582275
	Iteration 45Q: 3 clusters Score -642393.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -642395.375000 Penalty: 2803.582275
	Iteration 46Q: 3 clusters Score -642395.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -642397.125000 Penalty: 2803.582275
	Iteration 47Q: 3 clusters Score -642397.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -642396.875000 Penalty: 2803.582275
	Iteration 48Q: 3 clusters Score -642396.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -642397.625000 Penalty: 2803.582275
	Iteration 49Q: 3 clusters Score -642397.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -642401.562500 Penalty: 2803.582275
	Iteration 50Q: 3 clusters Score -642401.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -642400.250000 Penalty: 2803.582275
	Iteration 51Q: 3 clusters Score -642400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -642401.437500 Penalty: 2803.582275
	Iteration 52Q: 3 clusters Score -642401.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -642402.375000 Penalty: 2803.582275
	Iteration 53Q: 3 clusters Score -642402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -642401.437500 Penalty: 2803.582275
	Iteration 54Q: 3 clusters Score -642401.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -642403.062500 Penalty: 2803.582275
	Iteration 55Q: 3 clusters Score -642403.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -642405.437500 Penalty: 2803.582275
	Iteration 56Q: 3 clusters Score -642405.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -642408.750000 Penalty: 2803.582275
	Iteration 57Q: 3 clusters Score -642408.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -642414.500000 Penalty: 2803.582275
	Iteration 58Q: 3 clusters Score -642414.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -642418.375000 Penalty: 2803.582275
	Iteration 59Q: 3 clusters Score -642418.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -642418.687500 Penalty: 2803.582275
	Iteration 60F: 3 clusters Score -642418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -642418.750000 Penalty: 2803.582275
	Iteration 61Q: 3 clusters Score -642418.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -642420.625000 Penalty: 2803.582275
	Iteration 62Q: 3 clusters Score -642420.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -642422.312500 Penalty: 2803.582275
	Iteration 63Q: 3 clusters Score -642422.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -642424.437500 Penalty: 2803.582275
	Iteration 64Q: 3 clusters Score -642424.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -642425.562500 Penalty: 2803.582275
	Iteration 65Q: 3 clusters Score -642425.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -642427.875000 Penalty: 2803.582275
	Iteration 66Q: 3 clusters Score -642427.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -642431.687500 Penalty: 2803.582275
	Iteration 67Q: 3 clusters Score -642431.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -642436.625000 Penalty: 2803.582275
	Iteration 68Q: 3 clusters Score -642436.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -642441.437500 Penalty: 2803.582275
	Iteration 69Q: 3 clusters Score -642441.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -642446.062500 Penalty: 2803.582275
	Iteration 70Q: 3 clusters Score -642446.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -642451.187500 Penalty: 2803.582275
	Iteration 71Q: 3 clusters Score -642451.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -642459.562500 Penalty: 2803.582275
	Iteration 72Q: 3 clusters Score -642459.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -642464.500000 Penalty: 2803.582275
	Iteration 73Q: 3 clusters Score -642464.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -642469.062500 Penalty: 2803.582275
	Iteration 74Q: 3 clusters Score -642469.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -642471.562500 Penalty: 2803.582275
	Iteration 75Q: 3 clusters Score -642471.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -642474.750000 Penalty: 2803.582275
	Iteration 76Q: 3 clusters Score -642474.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -642479.812500 Penalty: 2803.582275
	Iteration 77Q: 3 clusters Score -642479.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -642484.750000 Penalty: 2803.582275
	Iteration 78Q: 3 clusters Score -642484.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -642487.375000 Penalty: 2803.582275
	Iteration 79Q: 3 clusters Score -642487.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -642489.437500 Penalty: 2803.582275
	Iteration 80F: 3 clusters Score -642489.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -642492.875000 Penalty: 2803.582275
	Iteration 81Q: 3 clusters Score -642492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -642496.000000 Penalty: 2803.582275
	Iteration 82Q: 3 clusters Score -642496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -642499.000000 Penalty: 2803.582275
	Iteration 83Q: 3 clusters Score -642499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -642503.250000 Penalty: 2803.582275
	Iteration 84Q: 3 clusters Score -642503.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -642509.187500 Penalty: 2803.582275
	Iteration 85Q: 3 clusters Score -642509.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -642510.687500 Penalty: 2803.582275
	Iteration 86Q: 3 clusters Score -642510.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -642510.875000 Penalty: 2803.582275
	Iteration 87Q: 3 clusters Score -642510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -642511.500000 Penalty: 2803.582275
	Iteration 88Q: 3 clusters Score -642511.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -642511.500000 Penalty: 2803.582275
	Iteration 89Q: 3 clusters Score -642511.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -642512.250000 Penalty: 2803.582275
	Iteration 90Q: 3 clusters Score -642512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -642513.562500 Penalty: 2803.582275
	Iteration 91Q: 3 clusters Score -642513.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -642514.000000 Penalty: 2803.582275
	Iteration 92Q: 3 clusters Score -642514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -642513.812500 Penalty: 2803.582275
	Iteration 93Q: 3 clusters Score -642513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -642514.500000 Penalty: 2803.582275
	Iteration 94Q: 3 clusters Score -642514.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -642516.187500 Penalty: 2803.582275
	Iteration 95Q: 3 clusters Score -642516.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -642517.000000 Penalty: 2803.582275
	Iteration 96Q: 3 clusters Score -642517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -642516.312500 Penalty: 2803.582275
	Iteration 97Q: 3 clusters Score -642516.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -642517.375000 Penalty: 2803.582275
	Iteration 98Q: 3 clusters Score -642517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -642517.875000 Penalty: 2803.582275
	Iteration 99Q: 3 clusters Score -642517.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -642517.875000 Penalty: 2803.582275
	Iteration 100F: 3 clusters Score -642517.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (92615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92615 members 
Entering Unmasked Estep 
Score: -10494924.000000 Penalty: 1858.383667
	Iteration 0F: 2 clusters Score -1.049492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -10433182.000000 Penalty: 3716.767334
	Iteration 0F: 3 clusters Score -1.043318e+07 nChanged 44015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -10458682.000000 Penalty: 3716.767334
	Iteration 1F: 3 clusters Score -1.045868e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -10459995.000000 Penalty: 3716.767334
	Iteration 2Q: 3 clusters Score -1.046e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -10461725.000000 Penalty: 3716.767334
	Iteration 3Q: 3 clusters Score -1.046172e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -10464032.000000 Penalty: 3716.767334
	Iteration 4Q: 3 clusters Score -1.046403e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -10466758.000000 Penalty: 3716.767334
	Iteration 5F: 3 clusters Score -1.046676e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -10469902.000000 Penalty: 3716.767334
	Iteration 6F: 3 clusters Score -1.04699e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -10472916.000000 Penalty: 3716.767334
	Iteration 7F: 3 clusters Score -1.047292e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -10475997.000000 Penalty: 3716.767334
	Iteration 8F: 3 clusters Score -1.0476e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -10478439.000000 Penalty: 3716.767334
	Iteration 9F: 3 clusters Score -1.047844e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -10480033.000000 Penalty: 3716.767334
	Iteration 10Q: 3 clusters Score -1.048003e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -10481022.000000 Penalty: 3716.767334
	Iteration 11Q: 3 clusters Score -1.048102e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -10481489.000000 Penalty: 3716.767334
	Iteration 12Q: 3 clusters Score -1.048149e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -10481789.000000 Penalty: 3716.767334
	Iteration 13Q: 3 clusters Score -1.048179e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -10482019.000000 Penalty: 3716.767334
	Iteration 14Q: 3 clusters Score -1.048202e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -10482332.000000 Penalty: 3716.767334
	Iteration 15Q: 3 clusters Score -1.048233e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -10482651.000000 Penalty: 3716.767334
	Iteration 16Q: 3 clusters Score -1.048265e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -10482821.000000 Penalty: 3716.767334
	Iteration 17Q: 3 clusters Score -1.048282e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -10482993.000000 Penalty: 3716.767334
	Iteration 18Q: 3 clusters Score -1.048299e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -10483134.000000 Penalty: 3716.767334
	Iteration 19Q: 3 clusters Score -1.048313e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -10483322.000000 Penalty: 3716.767334
	Iteration 20F: 3 clusters Score -1.048332e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -10483620.000000 Penalty: 3716.767334
	Iteration 21Q: 3 clusters Score -1.048362e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -10483803.000000 Penalty: 3716.767334
	Iteration 22Q: 3 clusters Score -1.04838e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -10484024.000000 Penalty: 3716.767334
	Iteration 23Q: 3 clusters Score -1.048402e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -10484120.000000 Penalty: 3716.767334
	Iteration 24Q: 3 clusters Score -1.048412e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -10484360.000000 Penalty: 3716.767334
	Iteration 25Q: 3 clusters Score -1.048436e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63645 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -10484626.000000 Penalty: 3716.767334
	Iteration 26Q: 3 clusters Score -1.048463e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -10484796.000000 Penalty: 3716.767334
	Iteration 27Q: 3 clusters Score -1.04848e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -10485028.000000 Penalty: 3716.767334
	Iteration 28Q: 3 clusters Score -1.048503e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -10485254.000000 Penalty: 3716.767334
	Iteration 29Q: 3 clusters Score -1.048525e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -10485399.000000 Penalty: 3716.767334
	Iteration 30Q: 3 clusters Score -1.04854e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -10485655.000000 Penalty: 3716.767334
	Iteration 31Q: 3 clusters Score -1.048566e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -10485878.000000 Penalty: 3716.767334
	Iteration 32Q: 3 clusters Score -1.048588e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -10486092.000000 Penalty: 3716.767334
	Iteration 33Q: 3 clusters Score -1.048609e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -10486317.000000 Penalty: 3716.767334
	Iteration 34Q: 3 clusters Score -1.048632e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71902 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -10486608.000000 Penalty: 3716.767334
	Iteration 35Q: 3 clusters Score -1.048661e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -10486884.000000 Penalty: 3716.767334
	Iteration 36Q: 3 clusters Score -1.048688e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -10487209.000000 Penalty: 3716.767334
	Iteration 37Q: 3 clusters Score -1.048721e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -10487465.000000 Penalty: 3716.767334
	Iteration 38Q: 3 clusters Score -1.048746e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -10487785.000000 Penalty: 3716.767334
	Iteration 39Q: 3 clusters Score -1.048778e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -10488065.000000 Penalty: 3716.767334
	Iteration 40F: 3 clusters Score -1.048806e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -10488374.000000 Penalty: 3716.767334
	Iteration 41Q: 3 clusters Score -1.048837e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -10488688.000000 Penalty: 3716.767334
	Iteration 42Q: 3 clusters Score -1.048869e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -10489047.000000 Penalty: 3716.767334
	Iteration 43Q: 3 clusters Score -1.048905e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81873 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -10489387.000000 Penalty: 3716.767334
	Iteration 44Q: 3 clusters Score -1.048939e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82932 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -10489714.000000 Penalty: 3716.767334
	Iteration 45Q: 3 clusters Score -1.048971e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83946 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -10490033.000000 Penalty: 3716.767334
	Iteration 46Q: 3 clusters Score -1.049003e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -10490394.000000 Penalty: 3716.767334
	Iteration 47Q: 3 clusters Score -1.049039e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -10490676.000000 Penalty: 3716.767334
	Iteration 48Q: 3 clusters Score -1.049068e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -10491045.000000 Penalty: 3716.767334
	Iteration 49Q: 3 clusters Score -1.049104e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -10491380.000000 Penalty: 3716.767334
	Iteration 50Q: 3 clusters Score -1.049138e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -10491659.000000 Penalty: 3716.767334
	Iteration 51Q: 3 clusters Score -1.049166e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88710 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -10491957.000000 Penalty: 3716.767334
	Iteration 52Q: 3 clusters Score -1.049196e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89246 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -10492201.000000 Penalty: 3716.767334
	Iteration 53Q: 3 clusters Score -1.04922e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -10492436.000000 Penalty: 3716.767334
	Iteration 54Q: 3 clusters Score -1.049244e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -10492603.000000 Penalty: 3716.767334
	Iteration 55Q: 3 clusters Score -1.04926e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90368 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -10492753.000000 Penalty: 3716.767334
	Iteration 56Q: 3 clusters Score -1.049275e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90623 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -10492874.000000 Penalty: 3716.767334
	Iteration 57Q: 3 clusters Score -1.049287e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90815 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -10492968.000000 Penalty: 3716.767334
	Iteration 58Q: 3 clusters Score -1.049297e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -10493017.000000 Penalty: 3716.767334
	Iteration 59Q: 3 clusters Score -1.049302e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91118 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -10493081.000000 Penalty: 3716.767334
	Iteration 60F: 3 clusters Score -1.049308e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91236 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -10493110.000000 Penalty: 3716.767334
	Iteration 61Q: 3 clusters Score -1.049311e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91341 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -10493161.000000 Penalty: 3716.767334
	Iteration 62Q: 3 clusters Score -1.049316e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91418 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -10493191.000000 Penalty: 3716.767334
	Iteration 63Q: 3 clusters Score -1.049319e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91487 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10493203.000000 Penalty: 3716.767334
	Iteration 64Q: 3 clusters Score -1.04932e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91543 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10493227.000000 Penalty: 3716.767334
	Iteration 65Q: 3 clusters Score -1.049323e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91588 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10493255.000000 Penalty: 3716.767334
	Iteration 66Q: 3 clusters Score -1.049326e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91627 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10493276.000000 Penalty: 3716.767334
	Iteration 67Q: 3 clusters Score -1.049328e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10493302.000000 Penalty: 3716.767334
	Iteration 68Q: 3 clusters Score -1.04933e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10493324.000000 Penalty: 3716.767334
	Iteration 69Q: 3 clusters Score -1.049332e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -10493335.000000 Penalty: 3716.767334
	Iteration 70Q: 3 clusters Score -1.049334e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91739 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10493352.000000 Penalty: 3716.767334
	Iteration 71Q: 3 clusters Score -1.049335e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91761 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10493351.000000 Penalty: 3716.767334
	Iteration 72Q: 3 clusters Score -1.049335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -10493367.000000 Penalty: 3716.767334
	Iteration 73Q: 3 clusters Score -1.049337e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -10493375.000000 Penalty: 3716.767334
	Iteration 74Q: 3 clusters Score -1.049338e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10493392.000000 Penalty: 3716.767334
	Iteration 75Q: 3 clusters Score -1.049339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -10493398.000000 Penalty: 3716.767334
	Iteration 76Q: 3 clusters Score -1.04934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91858 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10493410.000000 Penalty: 3716.767334
	Iteration 77Q: 3 clusters Score -1.049341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10493411.000000 Penalty: 3716.767334
	Iteration 78Q: 3 clusters Score -1.049341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91877 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10493427.000000 Penalty: 3716.767334
	Iteration 79Q: 3 clusters Score -1.049343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91883 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1.049342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91892 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.049343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.049343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.049343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.049343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.049343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.049343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.049343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91902 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.049343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91903 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.049343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91903 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.049343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91903 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
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	Iteration 91F: 3 clusters Score -1.049343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 94234 members 
Mstep: Class 3 contains 16500 members 
Mstep: Class 4 contains 9627 members 
Mstep: Class 5 contains 18078 members 
Mstep: Class 7 contains 3330 members 
Mstep: Class 8 contains 163950 members 
Mstep: Class 10 contains 309 members 
Mstep: Class 11 contains 96945 members 
Mstep: Class 12 contains 129079 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 4435 members 
Mstep: Class 15 contains 5957 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 38109 members 
Mstep: Class 18 contains 5577 members 
Mstep: Class 20 contains 92615 members 
Entering Unmasked Estep 
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Iteration 39Q: 23 clusters Score -1.020738e+08 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 94486 members 
Mstep: Class 3 contains 16592 members 
Mstep: Class 4 contains 9636 members 
Mstep: Class 5 contains 18098 members 
Mstep: Class 6 contains 62096 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 163776 members 
Mstep: Class 9 contains 34629 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 97363 members 
Mstep: Class 12 contains 129127 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 4487 members 
Mstep: Class 15 contains 6183 members 
Mstep: Class 16 contains 875 members 
Mstep: Class 17 contains 38619 members 
Mstep: Class 18 contains 5597 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 93324 members 
Mstep: Class 21 contains 82787 members 
Mstep: Class 22 contains 2285 members 
Entering Unmasked Estep 
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Iteration 40F: 23 clusters Score -1.020766e+08 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 94789 members 
Mstep: Class 3 contains 16642 members 
Mstep: Class 4 contains 9625 members 
Mstep: Class 5 contains 17744 members 
Mstep: Class 6 contains 63510 members 
Mstep: Class 7 contains 3404 members 
Mstep: Class 8 contains 162826 members 
Mstep: Class 9 contains 35054 members 
Mstep: Class 10 contains 379 members 
Mstep: Class 11 contains 97170 members 
Mstep: Class 12 contains 127738 members 
Mstep: Class 13 contains 3331 members 
Mstep: Class 14 contains 4459 members 
Mstep: Class 15 contains 6319 members 
Mstep: Class 16 contains 820 members 
Mstep: Class 17 contains 38835 members 
Mstep: Class 18 contains 5531 members 
Mstep: Class 19 contains 1286 members 
Mstep: Class 20 contains 92592 members 
Mstep: Class 21 contains 83570 members 
Mstep: Class 22 contains 2402 members 
Entering Unmasked Estep 
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Iteration 41Q: 23 clusters Score -1.020792e+08 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 95188 members 
Mstep: Class 3 contains 16745 members 
Mstep: Class 4 contains 9620 members 
Mstep: Class 5 contains 17503 members 
Mstep: Class 6 contains 64779 members 
Mstep: Class 7 contains 3497 members 
Mstep: Class 8 contains 162128 members 
Mstep: Class 9 contains 35284 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 97007 members 
Mstep: Class 12 contains 126245 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 4430 members 
Mstep: Class 15 contains 6495 members 
Mstep: Class 16 contains 814 members 
Mstep: Class 17 contains 38956 members 
Mstep: Class 18 contains 5470 members 
Mstep: Class 19 contains 1307 members 
Mstep: Class 20 contains 91890 members 
Mstep: Class 21 contains 84329 members 
Mstep: Class 22 contains 2490 members 
Entering Unmasked Estep 
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Iteration 42Q: 23 clusters Score -1.020802e+08 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 95625 members 
Mstep: Class 3 contains 16804 members 
Mstep: Class 4 contains 9620 members 
Mstep: Class 5 contains 17323 members 
Mstep: Class 6 contains 66012 members 
Mstep: Class 7 contains 3589 members 
Mstep: Class 8 contains 161595 members 
Mstep: Class 9 contains 35489 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 96904 members 
Mstep: Class 12 contains 124665 members 
Mstep: Class 13 contains 3323 members 
Mstep: Class 14 contains 4396 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 39047 members 
Mstep: Class 18 contains 5426 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 91115 members 
Mstep: Class 21 contains 85035 members 
Mstep: Class 22 contains 2573 members 
Entering Unmasked Estep 
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Iteration 43Q: 23 clusters Score -1.02081e+08 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 96042 members 
Mstep: Class 3 contains 16819 members 
Mstep: Class 4 contains 9621 members 
Mstep: Class 5 contains 17190 members 
Mstep: Class 6 contains 67172 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 161217 members 
Mstep: Class 9 contains 35711 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 96847 members 
Mstep: Class 12 contains 123097 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 834 members 
Mstep: Class 17 contains 39110 members 
Mstep: Class 18 contains 5403 members 
Mstep: Class 19 contains 1349 members 
Mstep: Class 20 contains 90335 members 
Mstep: Class 21 contains 85593 members 
Mstep: Class 22 contains 2650 members 
Entering Unmasked Estep 
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Iteration 44Q: 23 clusters Score -1.020816e+08 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 96440 members 
Mstep: Class 3 contains 16833 members 
Mstep: Class 4 contains 9615 members 
Mstep: Class 5 contains 17075 members 
Mstep: Class 6 contains 68302 members 
Mstep: Class 7 contains 3724 members 
Mstep: Class 8 contains 160950 members 
Mstep: Class 9 contains 35907 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 96831 members 
Mstep: Class 12 contains 121504 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 7024 members 
Mstep: Class 16 contains 832 members 
Mstep: Class 17 contains 39175 members 
Mstep: Class 18 contains 5394 members 
Mstep: Class 19 contains 1362 members 
Mstep: Class 20 contains 89491 members 
Mstep: Class 21 contains 86135 members 
Mstep: Class 22 contains 2716 members 
Entering Unmasked Estep 
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Iteration 45Q: 23 clusters Score -1.020826e+08 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 96801 members 
Mstep: Class 3 contains 16821 members 
Mstep: Class 4 contains 9598 members 
Mstep: Class 5 contains 17001 members 
Mstep: Class 6 contains 69470 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 160861 members 
Mstep: Class 9 contains 36059 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 96815 members 
Mstep: Class 12 contains 119890 members 
Mstep: Class 13 contains 3323 members 
Mstep: Class 14 contains 4356 members 
Mstep: Class 15 contains 7205 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 39195 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 88658 members 
Mstep: Class 21 contains 86572 members 
Mstep: Class 22 contains 2793 members 
Entering Unmasked Estep 
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Iteration 46Q: 23 clusters Score -1.020832e+08 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 97124 members 
Mstep: Class 3 contains 16782 members 
Mstep: Class 4 contains 9590 members 
Mstep: Class 5 contains 16926 members 
Mstep: Class 6 contains 70648 members 
Mstep: Class 7 contains 3824 members 
Mstep: Class 8 contains 160925 members 
Mstep: Class 9 contains 36213 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 96791 members 
Mstep: Class 12 contains 118274 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 4365 members 
Mstep: Class 15 contains 7385 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 39184 members 
Mstep: Class 18 contains 5379 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 87758 members 
Mstep: Class 21 contains 86945 members 
Mstep: Class 22 contains 2877 members 
Entering Unmasked Estep 
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Iteration 47Q: 23 clusters Score -1.020838e+08 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 97394 members 
Mstep: Class 3 contains 16758 members 
Mstep: Class 4 contains 9585 members 
Mstep: Class 5 contains 16858 members 
Mstep: Class 6 contains 71813 members 
Mstep: Class 7 contains 3853 members 
Mstep: Class 8 contains 161013 members 
Mstep: Class 9 contains 36371 members 
Mstep: Class 10 contains 378 members 
Mstep: Class 11 contains 96744 members 
Mstep: Class 12 contains 116679 members 
Mstep: Class 13 contains 3331 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 7565 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 39169 members 
Mstep: Class 18 contains 5367 members 
Mstep: Class 19 contains 1359 members 
Mstep: Class 20 contains 86869 members 
Mstep: Class 21 contains 87321 members 
Mstep: Class 22 contains 2957 members 
Entering Unmasked Estep 
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Iteration 48Q: 23 clusters Score -1.020841e+08 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 97685 members 
Mstep: Class 3 contains 16729 members 
Mstep: Class 4 contains 9594 members 
Mstep: Class 5 contains 16776 members 
Mstep: Class 6 contains 72963 members 
Mstep: Class 7 contains 3887 members 
Mstep: Class 8 contains 161177 members 
Mstep: Class 9 contains 36518 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 96691 members 
Mstep: Class 12 contains 115108 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 7746 members 
Mstep: Class 16 contains 823 members 
Mstep: Class 17 contains 39165 members 
Mstep: Class 18 contains 5364 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 85932 members 
Mstep: Class 21 contains 87673 members 
Mstep: Class 22 contains 3029 members 
Entering Unmasked Estep 
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Iteration 49Q: 23 clusters Score -1.020844e+08 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 97899 members 
Mstep: Class 3 contains 16673 members 
Mstep: Class 4 contains 9597 members 
Mstep: Class 5 contains 16718 members 
Mstep: Class 6 contains 74117 members 
Mstep: Class 7 contains 3917 members 
Mstep: Class 8 contains 161402 members 
Mstep: Class 9 contains 36675 members 
Mstep: Class 10 contains 419 members 
Mstep: Class 11 contains 96674 members 
Mstep: Class 12 contains 113568 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 4365 members 
Mstep: Class 15 contains 7920 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 39171 members 
Mstep: Class 18 contains 5361 members 
Mstep: Class 19 contains 1351 members 
Mstep: Class 20 contains 84989 members 
Mstep: Class 21 contains 87975 members 
Mstep: Class 22 contains 3085 members 
Entering Unmasked Estep 
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Iteration 50Q: 23 clusters Score -1.020847e+08 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 98132 members 
Mstep: Class 3 contains 16620 members 
Mstep: Class 4 contains 9600 members 
Mstep: Class 5 contains 16678 members 
Mstep: Class 6 contains 75251 members 
Mstep: Class 7 contains 3938 members 
Mstep: Class 8 contains 161612 members 
Mstep: Class 9 contains 36836 members 
Mstep: Class 10 contains 425 members 
Mstep: Class 11 contains 96629 members 
Mstep: Class 12 contains 112025 members 
Mstep: Class 13 contains 3320 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 8100 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 39168 members 
Mstep: Class 18 contains 5353 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 84124 members 
Mstep: Class 21 contains 88235 members 
Mstep: Class 22 contains 3138 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -1.020857e+08 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 98371 members 
Mstep: Class 3 contains 16639 members 
Mstep: Class 4 contains 9596 members 
Mstep: Class 5 contains 16668 members 
Mstep: Class 6 contains 76423 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 161826 members 
Mstep: Class 9 contains 36986 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 96571 members 
Mstep: Class 12 contains 110338 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 8292 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 39170 members 
Mstep: Class 18 contains 5342 members 
Mstep: Class 19 contains 1345 members 
Mstep: Class 20 contains 83274 members 
Mstep: Class 21 contains 88484 members 
Mstep: Class 22 contains 3199 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -1.02086e+08 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 98582 members 
Mstep: Class 3 contains 16716 members 
Mstep: Class 4 contains 9594 members 
Mstep: Class 5 contains 16655 members 
Mstep: Class 6 contains 77659 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 8 contains 162076 members 
Mstep: Class 9 contains 37130 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 96543 members 
Mstep: Class 12 contains 108538 members 
Mstep: Class 13 contains 3320 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 15 contains 8493 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 39191 members 
Mstep: Class 18 contains 5335 members 
Mstep: Class 19 contains 1344 members 
Mstep: Class 20 contains 82415 members 
Mstep: Class 21 contains 88693 members 
Mstep: Class 22 contains 3251 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -1.020865e+08 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 98741 members 
Mstep: Class 3 contains 16796 members 
Mstep: Class 4 contains 9595 members 
Mstep: Class 5 contains 16635 members 
Mstep: Class 6 contains 79049 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 162295 members 
Mstep: Class 9 contains 37305 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 96519 members 
Mstep: Class 12 contains 106646 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 4366 members 
Mstep: Class 15 contains 8699 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 39202 members 
Mstep: Class 18 contains 5315 members 
Mstep: Class 19 contains 1344 members 
Mstep: Class 20 contains 81530 members 
Mstep: Class 21 contains 88918 members 
Mstep: Class 22 contains 3308 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -1.020872e+08 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 98907 members 
Mstep: Class 3 contains 16925 members 
Mstep: Class 4 contains 9600 members 
Mstep: Class 5 contains 16607 members 
Mstep: Class 6 contains 80370 members 
Mstep: Class 7 contains 4001 members 
Mstep: Class 8 contains 162529 members 
Mstep: Class 9 contains 37462 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 96496 members 
Mstep: Class 12 contains 104768 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 4364 members 
Mstep: Class 15 contains 8923 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 39205 members 
Mstep: Class 18 contains 5303 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 80668 members 
Mstep: Class 21 contains 89118 members 
Mstep: Class 22 contains 3356 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -1.020876e+08 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 99008 members 
Mstep: Class 3 contains 17063 members 
Mstep: Class 4 contains 9599 members 
Mstep: Class 5 contains 16569 members 
Mstep: Class 6 contains 81698 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 8 contains 162758 members 
Mstep: Class 9 contains 37649 members 
Mstep: Class 10 contains 433 members 
Mstep: Class 11 contains 96439 members 
Mstep: Class 12 contains 102967 members 
Mstep: Class 13 contains 3317 members 
Mstep: Class 14 contains 4362 members 
Mstep: Class 15 contains 9139 members 
Mstep: Class 16 contains 826 members 
Mstep: Class 17 contains 39216 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 79793 members 
Mstep: Class 21 contains 89364 members 
Mstep: Class 22 contains 3391 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -1.020876e+08 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 99095 members 
Mstep: Class 3 contains 17218 members 
Mstep: Class 4 contains 9602 members 
Mstep: Class 5 contains 16565 members 
Mstep: Class 6 contains 82922 members 
Mstep: Class 7 contains 4017 members 
Mstep: Class 8 contains 163030 members 
Mstep: Class 9 contains 37829 members 
Mstep: Class 10 contains 434 members 
Mstep: Class 11 contains 96399 members 
Mstep: Class 12 contains 101217 members 
Mstep: Class 13 contains 3310 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 39238 members 
Mstep: Class 18 contains 5292 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 78889 members 
Mstep: Class 21 contains 89563 members 
Mstep: Class 22 contains 3424 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -1.02088e+08 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 99116 members 
Mstep: Class 3 contains 17424 members 
Mstep: Class 4 contains 9606 members 
Mstep: Class 5 contains 16534 members 
Mstep: Class 6 contains 84157 members 
Mstep: Class 7 contains 4030 members 
Mstep: Class 8 contains 163343 members 
Mstep: Class 9 contains 38004 members 
Mstep: Class 10 contains 435 members 
Mstep: Class 11 contains 96389 members 
Mstep: Class 12 contains 99501 members 
Mstep: Class 13 contains 3306 members 
Mstep: Class 14 contains 4361 members 
Mstep: Class 15 contains 9591 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 39251 members 
Mstep: Class 18 contains 5282 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 77982 members 
Mstep: Class 21 contains 89722 members 
Mstep: Class 22 contains 3458 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -1.020885e+08 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 99173 members 
Mstep: Class 3 contains 17642 members 
Mstep: Class 4 contains 9607 members 
Mstep: Class 5 contains 16509 members 
Mstep: Class 6 contains 85398 members 
Mstep: Class 7 contains 4040 members 
Mstep: Class 8 contains 163613 members 
Mstep: Class 9 contains 38161 members 
Mstep: Class 10 contains 435 members 
Mstep: Class 11 contains 96365 members 
Mstep: Class 12 contains 97777 members 
Mstep: Class 13 contains 3307 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 823 members 
Mstep: Class 17 contains 39274 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 77108 members 
Mstep: Class 21 contains 89917 members 
Mstep: Class 22 contains 3492 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -1.020887e+08 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 99177 members 
Mstep: Class 3 contains 17881 members 
Mstep: Class 4 contains 9609 members 
Mstep: Class 5 contains 16464 members 
Mstep: Class 6 contains 86568 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 163905 members 
Mstep: Class 9 contains 38324 members 
Mstep: Class 10 contains 436 members 
Mstep: Class 11 contains 96346 members 
Mstep: Class 12 contains 96189 members 
Mstep: Class 13 contains 3307 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 10028 members 
Mstep: Class 16 contains 824 members 
Mstep: Class 17 contains 39293 members 
Mstep: Class 18 contains 5253 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 76194 members 
Mstep: Class 21 contains 90104 members 
Mstep: Class 22 contains 3530 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -1.020891e+08 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 99133 members 
Mstep: Class 3 contains 18118 members 
Mstep: Class 4 contains 9607 members 
Mstep: Class 5 contains 16434 members 
Mstep: Class 6 contains 87654 members 
Mstep: Class 7 contains 4055 members 
Mstep: Class 8 contains 164208 members 
Mstep: Class 9 contains 38495 members 
Mstep: Class 10 contains 469 members 
Mstep: Class 11 contains 96310 members 
Mstep: Class 12 contains 94762 members 
Mstep: Class 13 contains 3302 members 
Mstep: Class 14 contains 4352 members 
Mstep: Class 15 contains 10263 members 
Mstep: Class 16 contains 828 members 
Mstep: Class 17 contains 39313 members 
Mstep: Class 18 contains 5236 members 
Mstep: Class 19 contains 1347 members 
Mstep: Class 20 contains 75281 members 
Mstep: Class 21 contains 90240 members 
Mstep: Class 22 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089264.000000 Penalty: 49056.292969
Iteration 61Q: 23 clusters Score -1.020893e+08 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 99003 members 
Mstep: Class 3 contains 18325 members 
Mstep: Class 4 contains 9609 members 
Mstep: Class 5 contains 16409 members 
Mstep: Class 6 contains 88718 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 164463 members 
Mstep: Class 9 contains 38664 members 
Mstep: Class 10 contains 488 members 
Mstep: Class 11 contains 96285 members 
Mstep: Class 12 contains 93464 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 4351 members 
Mstep: Class 15 contains 10501 members 
Mstep: Class 16 contains 833 members 
Mstep: Class 17 contains 39326 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 1345 members 
Mstep: Class 20 contains 74365 members 
Mstep: Class 21 contains 90441 members 
Mstep: Class 22 contains 3601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089288.000000 Penalty: 49056.292969
Iteration 62Q: 23 clusters Score -1.020893e+08 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 98847 members 
Mstep: Class 3 contains 18540 members 
Mstep: Class 4 contains 9608 members 
Mstep: Class 5 contains 16384 members 
Mstep: Class 6 contains 89755 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 164683 members 
Mstep: Class 9 contains 38821 members 
Mstep: Class 10 contains 490 members 
Mstep: Class 11 contains 96258 members 
Mstep: Class 12 contains 92247 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 4350 members 
Mstep: Class 15 contains 10746 members 
Mstep: Class 16 contains 840 members 
Mstep: Class 17 contains 39333 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 1344 members 
Mstep: Class 20 contains 73425 members 
Mstep: Class 21 contains 90722 members 
Mstep: Class 22 contains 3629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089416.000000 Penalty: 49056.292969
Iteration 63Q: 23 clusters Score -1.020894e+08 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 98649 members 
Mstep: Class 3 contains 18746 members 
Mstep: Class 4 contains 9608 members 
Mstep: Class 5 contains 16371 members 
Mstep: Class 6 contains 90767 members 
Mstep: Class 7 contains 4089 members 
Mstep: Class 8 contains 164883 members 
Mstep: Class 9 contains 38995 members 
Mstep: Class 10 contains 491 members 
Mstep: Class 11 contains 96241 members 
Mstep: Class 12 contains 91116 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 4351 members 
Mstep: Class 15 contains 11013 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 39334 members 
Mstep: Class 18 contains 5207 members 
Mstep: Class 19 contains 1344 members 
Mstep: Class 20 contains 72504 members 
Mstep: Class 21 contains 90982 members 
Mstep: Class 22 contains 3655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089808.000000 Penalty: 49056.292969
Iteration 64Q: 23 clusters Score -1.020898e+08 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 98442 members 
Mstep: Class 3 contains 18925 members 
Mstep: Class 4 contains 9612 members 
Mstep: Class 5 contains 16361 members 
Mstep: Class 6 contains 91654 members 
Mstep: Class 7 contains 4086 members 
Mstep: Class 8 contains 165144 members 
Mstep: Class 9 contains 39202 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 96233 members 
Mstep: Class 12 contains 90157 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 4345 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 39340 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 1344 members 
Mstep: Class 20 contains 71497 members 
Mstep: Class 21 contains 91228 members 
Mstep: Class 22 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089784.000000 Penalty: 49056.292969
Iteration 65Q: 23 clusters Score -1.020898e+08 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 98281 members 
Mstep: Class 3 contains 19121 members 
Mstep: Class 4 contains 9613 members 
Mstep: Class 5 contains 16330 members 
Mstep: Class 6 contains 92502 members 
Mstep: Class 7 contains 4086 members 
Mstep: Class 8 contains 165428 members 
Mstep: Class 9 contains 39461 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 96221 members 
Mstep: Class 12 contains 89176 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 4342 members 
Mstep: Class 15 contains 11550 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 39335 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 1344 members 
Mstep: Class 20 contains 70437 members 
Mstep: Class 21 contains 91464 members 
Mstep: Class 22 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090088.000000 Penalty: 49056.292969
Iteration 66Q: 23 clusters Score -1.020901e+08 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 98104 members 
Mstep: Class 3 contains 19323 members 
Mstep: Class 4 contains 9620 members 
Mstep: Class 5 contains 16309 members 
Mstep: Class 6 contains 93240 members 
Mstep: Class 7 contains 4091 members 
Mstep: Class 8 contains 165760 members 
Mstep: Class 9 contains 39737 members 
Mstep: Class 10 contains 494 members 
Mstep: Class 11 contains 96204 members 
Mstep: Class 12 contains 88309 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 4339 members 
Mstep: Class 15 contains 11875 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 39345 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 19 contains 1345 members 
Mstep: Class 20 contains 69282 members 
Mstep: Class 21 contains 91656 members 
Mstep: Class 22 contains 3719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089992.000000 Penalty: 49056.292969
Iteration 67Q: 23 clusters Score -1.0209e+08 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 97887 members 
Mstep: Class 3 contains 19469 members 
Mstep: Class 4 contains 9630 members 
Mstep: Class 5 contains 16297 members 
Mstep: Class 6 contains 93857 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 166086 members 
Mstep: Class 9 contains 40041 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 96195 members 
Mstep: Class 12 contains 87682 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 4334 members 
Mstep: Class 15 contains 12213 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 39347 members 
Mstep: Class 18 contains 5184 members 
Mstep: Class 19 contains 1344 members 
Mstep: Class 20 contains 68077 members 
Mstep: Class 21 contains 91868 members 
Mstep: Class 22 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090128.000000 Penalty: 49056.292969
Iteration 68Q: 23 clusters Score -1.020901e+08 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 97698 members 
Mstep: Class 3 contains 19595 members 
Mstep: Class 4 contains 9635 members 
Mstep: Class 5 contains 16297 members 
Mstep: Class 6 contains 94440 members 
Mstep: Class 7 contains 4087 members 
Mstep: Class 8 contains 166434 members 
Mstep: Class 9 contains 40357 members 
Mstep: Class 10 contains 497 members 
Mstep: Class 11 contains 96193 members 
Mstep: Class 12 contains 87099 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 4335 members 
Mstep: Class 15 contains 12589 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 39339 members 
Mstep: Class 18 contains 5176 members 
Mstep: Class 19 contains 1343 members 
Mstep: Class 20 contains 66825 members 
Mstep: Class 21 contains 92052 members 
Mstep: Class 22 contains 3777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090080.000000 Penalty: 49056.292969
Iteration 69Q: 23 clusters Score -1.020901e+08 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 97436 members 
Mstep: Class 3 contains 19720 members 
Mstep: Class 4 contains 9642 members 
Mstep: Class 5 contains 16295 members 
Mstep: Class 6 contains 95047 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 166718 members 
Mstep: Class 9 contains 40696 members 
Mstep: Class 10 contains 497 members 
Mstep: Class 11 contains 96199 members 
Mstep: Class 12 contains 86545 members 
Mstep: Class 13 contains 3283 members 
Mstep: Class 14 contains 4330 members 
Mstep: Class 15 contains 13017 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 39329 members 
Mstep: Class 18 contains 5168 members 
Mstep: Class 19 contains 1341 members 
Mstep: Class 20 contains 65608 members 
Mstep: Class 21 contains 92201 members 
Mstep: Class 22 contains 3803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090368.000000 Penalty: 49056.292969
Iteration 70Q: 23 clusters Score -1.020904e+08 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 97161 members 
Mstep: Class 3 contains 19827 members 
Mstep: Class 4 contains 9646 members 
Mstep: Class 5 contains 16290 members 
Mstep: Class 6 contains 95641 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 166998 members 
Mstep: Class 9 contains 41032 members 
Mstep: Class 10 contains 497 members 
Mstep: Class 11 contains 96167 members 
Mstep: Class 12 contains 86051 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 13431 members 
Mstep: Class 16 contains 843 members 
Mstep: Class 17 contains 39335 members 
Mstep: Class 18 contains 5161 members 
Mstep: Class 19 contains 1344 members 
Mstep: Class 20 contains 64360 members 
Mstep: Class 21 contains 92407 members 
Mstep: Class 22 contains 3821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090456.000000 Penalty: 49056.292969
Iteration 71Q: 23 clusters Score -1.020905e+08 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 96888 members 
Mstep: Class 3 contains 19930 members 
Mstep: Class 4 contains 9650 members 
Mstep: Class 5 contains 16280 members 
Mstep: Class 6 contains 96204 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 167349 members 
Mstep: Class 9 contains 41373 members 
Mstep: Class 10 contains 498 members 
Mstep: Class 11 contains 96150 members 
Mstep: Class 12 contains 85600 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 13837 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 39352 members 
Mstep: Class 18 contains 5161 members 
Mstep: Class 19 contains 1341 members 
Mstep: Class 20 contains 63031 members 
Mstep: Class 21 contains 92617 members 
Mstep: Class 22 contains 3838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090576.000000 Penalty: 49056.292969
Iteration 72Q: 23 clusters Score -1.020906e+08 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 96656 members 
Mstep: Class 3 contains 20019 members 
Mstep: Class 4 contains 9667 members 
Mstep: Class 5 contains 16264 members 
Mstep: Class 6 contains 96793 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 167713 members 
Mstep: Class 9 contains 41694 members 
Mstep: Class 10 contains 498 members 
Mstep: Class 11 contains 96131 members 
Mstep: Class 12 contains 85136 members 
Mstep: Class 13 contains 3276 members 
Mstep: Class 14 contains 4329 members 
Mstep: Class 15 contains 14269 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 39364 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 1341 members 
Mstep: Class 20 contains 61699 members 
Mstep: Class 21 contains 92802 members 
Mstep: Class 22 contains 3857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090592.000000 Penalty: 49056.292969
Iteration 73Q: 23 clusters Score -1.020906e+08 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 96356 members 
Mstep: Class 3 contains 20086 members 
Mstep: Class 4 contains 9675 members 
Mstep: Class 5 contains 16268 members 
Mstep: Class 6 contains 97415 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 168094 members 
Mstep: Class 9 contains 42059 members 
Mstep: Class 10 contains 497 members 
Mstep: Class 11 contains 96130 members 
Mstep: Class 12 contains 84708 members 
Mstep: Class 13 contains 3271 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 14704 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 39386 members 
Mstep: Class 18 contains 5165 members 
Mstep: Class 19 contains 1338 members 
Mstep: Class 20 contains 60261 members 
Mstep: Class 21 contains 93016 members 
Mstep: Class 22 contains 3870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090680.000000 Penalty: 49056.292969
Iteration 74Q: 23 clusters Score -1.020907e+08 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 96056 members 
Mstep: Class 3 contains 20144 members 
Mstep: Class 4 contains 9671 members 
Mstep: Class 5 contains 16282 members 
Mstep: Class 6 contains 98035 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 168397 members 
Mstep: Class 9 contains 42416 members 
Mstep: Class 10 contains 497 members 
Mstep: Class 11 contains 96122 members 
Mstep: Class 12 contains 84277 members 
Mstep: Class 13 contains 3269 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 15144 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 39412 members 
Mstep: Class 18 contains 5164 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 58897 members 
Mstep: Class 21 contains 93240 members 
Mstep: Class 22 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090992.000000 Penalty: 49056.292969
Iteration 75Q: 23 clusters Score -1.02091e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 95802 members 
Mstep: Class 3 contains 20178 members 
Mstep: Class 4 contains 9676 members 
Mstep: Class 5 contains 16287 members 
Mstep: Class 6 contains 98577 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 168698 members 
Mstep: Class 9 contains 42802 members 
Mstep: Class 10 contains 494 members 
Mstep: Class 11 contains 96125 members 
Mstep: Class 12 contains 83916 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 15579 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 39421 members 
Mstep: Class 18 contains 5161 members 
Mstep: Class 19 contains 1338 members 
Mstep: Class 20 contains 57535 members 
Mstep: Class 21 contains 93443 members 
Mstep: Class 22 contains 3911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090952.000000 Penalty: 49056.292969
Iteration 76Q: 23 clusters Score -1.02091e+08 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 95562 members 
Mstep: Class 3 contains 20189 members 
Mstep: Class 4 contains 9677 members 
Mstep: Class 5 contains 16286 members 
Mstep: Class 6 contains 99077 members 
Mstep: Class 7 contains 4087 members 
Mstep: Class 8 contains 169060 members 
Mstep: Class 9 contains 43171 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 96100 members 
Mstep: Class 12 contains 83635 members 
Mstep: Class 13 contains 3263 members 
Mstep: Class 14 contains 4331 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 39424 members 
Mstep: Class 18 contains 5161 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 56167 members 
Mstep: Class 21 contains 93603 members 
Mstep: Class 22 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091416.000000 Penalty: 49056.292969
Iteration 77Q: 23 clusters Score -1.020914e+08 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 95346 members 
Mstep: Class 3 contains 20211 members 
Mstep: Class 4 contains 9686 members 
Mstep: Class 5 contains 16294 members 
Mstep: Class 6 contains 99497 members 
Mstep: Class 7 contains 4087 members 
Mstep: Class 8 contains 169429 members 
Mstep: Class 9 contains 43539 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 96080 members 
Mstep: Class 12 contains 83402 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 16497 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 39438 members 
Mstep: Class 18 contains 5161 members 
Mstep: Class 19 contains 1335 members 
Mstep: Class 20 contains 54762 members 
Mstep: Class 21 contains 93777 members 
Mstep: Class 22 contains 3957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091448.000000 Penalty: 49056.292969
Iteration 78Q: 23 clusters Score -1.020914e+08 nChanged 3978
Entering ConstructFrom: 
Score: -102091448.000000 Penalty: 49056.292969
Entering ConstructFrom: 
Trying to split cluster 1 (49368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Entering Unmasked Estep 
Score: -5732411.000000 Penalty: 1756.146851
	Iteration 0F: 2 clusters Score -5732411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -5699556.500000 Penalty: 3512.293701
	Iteration 0F: 3 clusters Score -5699556 nChanged 23009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -5712548.500000 Penalty: 3512.293701
	Iteration 1F: 3 clusters Score -5712548 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -5713171.500000 Penalty: 3512.293701
	Iteration 2Q: 3 clusters Score -5713172 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -5714163.500000 Penalty: 3512.293701
	Iteration 3Q: 3 clusters Score -5714164 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5715851.500000 Penalty: 3512.293701
	Iteration 4Q: 3 clusters Score -5715852 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -5718621.000000 Penalty: 3512.293701
	Iteration 5F: 3 clusters Score -5718621 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -5722203.500000 Penalty: 3512.293701
	Iteration 6F: 3 clusters Score -5722204 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -5725992.500000 Penalty: 3512.293701
	Iteration 7F: 3 clusters Score -5725992 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -5728378.500000 Penalty: 3512.293701
	Iteration 8F: 3 clusters Score -5728378 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -5729536.000000 Penalty: 3512.293701
	Iteration 9Q: 3 clusters Score -5729536 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -5730318.000000 Penalty: 3512.293701
	Iteration 10Q: 3 clusters Score -5730318 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -5731050.000000 Penalty: 3512.293701
	Iteration 11Q: 3 clusters Score -5731050 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -5731673.000000 Penalty: 3512.293701
	Iteration 12Q: 3 clusters Score -5731673 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -5732099.500000 Penalty: 3512.293701
	Iteration 13Q: 3 clusters Score -5732100 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -5732357.000000 Penalty: 3512.293701
	Iteration 14Q: 3 clusters Score -5732357 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -5732470.500000 Penalty: 3512.293701
	Iteration 15Q: 3 clusters Score -5732470 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -5732550.500000 Penalty: 3512.293701
	Iteration 16Q: 3 clusters Score -5732550 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -5732611.000000 Penalty: 3512.293701
	Iteration 17Q: 3 clusters Score -5732611 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -5732618.500000 Penalty: 3512.293701
	Iteration 18Q: 3 clusters Score -5732618 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -5732626.500000 Penalty: 3512.293701
	Iteration 19Q: 3 clusters Score -5732626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -5732632.000000 Penalty: 3512.293701
	Iteration 20F: 3 clusters Score -5732632 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -5732642.000000 Penalty: 3512.293701
	Iteration 21Q: 3 clusters Score -5732642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -5732651.000000 Penalty: 3512.293701
	Iteration 22Q: 3 clusters Score -5732651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -5732647.000000 Penalty: 3512.293701
	Iteration 23Q: 3 clusters Score -5732647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -5732644.000000 Penalty: 3512.293701
	Iteration 24Q: 3 clusters Score -5732644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -5732662.000000 Penalty: 3512.293701
	Iteration 25Q: 3 clusters Score -5732662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -5732650.500000 Penalty: 3512.293701
	Iteration 26Q: 3 clusters Score -5732650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -5732652.500000 Penalty: 3512.293701
	Iteration 27Q: 3 clusters Score -5732652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -5732660.000000 Penalty: 3512.293701
	Iteration 28Q: 3 clusters Score -5732660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -5732660.000000 Penalty: 3512.293701
	Iteration 29Q: 3 clusters Score -5732660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -5732649.500000 Penalty: 3512.293701
	Iteration 30Q: 3 clusters Score -5732650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -5732654.000000 Penalty: 3512.293701
	Iteration 31Q: 3 clusters Score -5732654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -5732661.000000 Penalty: 3512.293701
	Iteration 32Q: 3 clusters Score -5732661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -5732667.500000 Penalty: 3512.293701
	Iteration 33Q: 3 clusters Score -5732668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -5732665.500000 Penalty: 3512.293701
	Iteration 34Q: 3 clusters Score -5732666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -5732664.000000 Penalty: 3512.293701
	Iteration 35Q: 3 clusters Score -5732664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -5732658.000000 Penalty: 3512.293701
	Iteration 36Q: 3 clusters Score -5732658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -5732656.500000 Penalty: 3512.293701
	Iteration 37Q: 3 clusters Score -5732656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -5732657.500000 Penalty: 3512.293701
	Iteration 38Q: 3 clusters Score -5732658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -5732656.500000 Penalty: 3512.293701
	Iteration 39Q: 3 clusters Score -5732656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -5732656.500000 Penalty: 3512.293701
	Iteration 40F: 3 clusters Score -5732656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -5732657.500000 Penalty: 3512.293701
	Iteration 41Q: 3 clusters Score -5732658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -5732653.500000 Penalty: 3512.293701
	Iteration 42Q: 3 clusters Score -5732654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -5732658.500000 Penalty: 3512.293701
	Iteration 43Q: 3 clusters Score -5732658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -5732663.000000 Penalty: 3512.293701
	Iteration 44Q: 3 clusters Score -5732663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -5732649.500000 Penalty: 3512.293701
	Iteration 45Q: 3 clusters Score -5732650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -5732654.500000 Penalty: 3512.293701
	Iteration 46Q: 3 clusters Score -5732654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -5732655.000000 Penalty: 3512.293701
	Iteration 47Q: 3 clusters Score -5732655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -5732658.500000 Penalty: 3512.293701
	Iteration 48Q: 3 clusters Score -5732658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -5732658.500000 Penalty: 3512.293701
	Iteration 49Q: 3 clusters Score -5732658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -5732661.000000 Penalty: 3512.293701
	Iteration 50Q: 3 clusters Score -5732661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -5732662.000000 Penalty: 3512.293701
	Iteration 51Q: 3 clusters Score -5732662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -5732668.000000 Penalty: 3512.293701
	Iteration 52Q: 3 clusters Score -5732668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -5732667.500000 Penalty: 3512.293701
	Iteration 53Q: 3 clusters Score -5732668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -5732668.000000 Penalty: 3512.293701
	Iteration 54Q: 3 clusters Score -5732668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -5732670.500000 Penalty: 3512.293701
	Iteration 55Q: 3 clusters Score -5732670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -5732668.000000 Penalty: 3512.293701
	Iteration 56Q: 3 clusters Score -5732668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -5732668.000000 Penalty: 3512.293701
	Iteration 57F: 3 clusters Score -5732668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 95101 members 
Mstep: Class 3 contains 20228 members 
Mstep: Class 4 contains 9697 members 
Mstep: Class 5 contains 16303 members 
Mstep: Class 6 contains 99885 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 169768 members 
Mstep: Class 9 contains 43887 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 96076 members 
Mstep: Class 12 contains 83207 members 
Mstep: Class 13 contains 3247 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 16998 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 39460 members 
Mstep: Class 18 contains 5156 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 53383 members 
Mstep: Class 21 contains 93930 members 
Mstep: Class 22 contains 3969 members 
Mstep: Class 23 contains 32721 members 
Entering Unmasked Estep 
Score: -102091152.000000 Penalty: 51286.125000
Splitting cluster 1 changes total score from -102091448.000000 to -102091152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (95101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95101 members 
Entering Unmasked Estep 
Score: -11079331.000000 Penalty: 1862.687988
	Iteration 0F: 2 clusters Score -1.107933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -11017505.000000 Penalty: 3725.375977
	Iteration 0F: 3 clusters Score -1.10175e+07 nChanged 45417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -11044043.000000 Penalty: 3725.375977
	Iteration 1F: 3 clusters Score -1.104404e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -11045255.000000 Penalty: 3725.375977
	Iteration 2Q: 3 clusters Score -1.104526e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -11047548.000000 Penalty: 3725.375977
	Iteration 3F: 3 clusters Score -1.104755e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 67046 members 
Entering Unmasked Estep 
Score: -11052040.000000 Penalty: 3725.375977
	Iteration 4F: 3 clusters Score -1.105204e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -11059661.000000 Penalty: 3725.375977
	Iteration 5F: 3 clusters Score -1.105966e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 85012 members 
Entering Unmasked Estep 
Score: -11068634.000000 Penalty: 3725.375977
	Iteration 6F: 3 clusters Score -1.106863e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 91564 members 
Entering Unmasked Estep 
Score: -11074772.000000 Penalty: 3725.375977
	Iteration 7F: 3 clusters Score -1.107477e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 94244 members 
Entering Unmasked Estep 
Score: -11076948.000000 Penalty: 3725.375977
	Iteration 8Q: 3 clusters Score -1.107695e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 94859 members 
Entering Unmasked Estep 
Score: -11077443.000000 Penalty: 3725.375977
	Iteration 9Q: 3 clusters Score -1.107744e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 94962 members 
Entering Unmasked Estep 
Score: -11077573.000000 Penalty: 3725.375977
	Iteration 10Q: 3 clusters Score -1.107757e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94981 members 
Entering Unmasked Estep 
Score: -11077635.000000 Penalty: 3725.375977
	Iteration 11Q: 3 clusters Score -1.107764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 94986 members 
Entering Unmasked Estep 
Score: -11077649.000000 Penalty: 3725.375977
	Iteration 12Q: 3 clusters Score -1.107765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 94986 members 
Entering Unmasked Estep 
Score: -11077647.000000 Penalty: 3725.375977
	Iteration 13Q: 3 clusters Score -1.107765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 94988 members 
Entering Unmasked Estep 
Score: -11077659.000000 Penalty: 3725.375977
	Iteration 14Q: 3 clusters Score -1.107766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 94988 members 
Entering Unmasked Estep 
Score: -11077655.000000 Penalty: 3725.375977
	Iteration 15Q: 3 clusters Score -1.107766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -11077653.000000 Penalty: 3725.375977
	Iteration 16Q: 3 clusters Score -1.107765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 94992 members 
Entering Unmasked Estep 
Score: -11077669.000000 Penalty: 3725.375977
	Iteration 17Q: 3 clusters Score -1.107767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 94992 members 
Entering Unmasked Estep 
Score: -11077665.000000 Penalty: 3725.375977
	Iteration 18Q: 3 clusters Score -1.107766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94993 members 
Entering Unmasked Estep 
Score: -11077670.000000 Penalty: 3725.375977
	Iteration 19Q: 3 clusters Score -1.107767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -11077673.000000 Penalty: 3725.375977
	Iteration 20F: 3 clusters Score -1.107767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -11077675.000000 Penalty: 3725.375977
	Iteration 21Q: 3 clusters Score -1.107768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94996 members 
Entering Unmasked Estep 
Score: -11077682.000000 Penalty: 3725.375977
	Iteration 22Q: 3 clusters Score -1.107768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -11077683.000000 Penalty: 3725.375977
	Iteration 23Q: 3 clusters Score -1.107768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -11077683.000000 Penalty: 3725.375977
	Iteration 24F: 3 clusters Score -1.107768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Entering Unmasked Estep 
Score: -2344059.750000 Penalty: 1611.158813
	Iteration 0F: 2 clusters Score -2344060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2330164.750000 Penalty: 3222.317627
	Iteration 0F: 3 clusters Score -2330165 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2335081.250000 Penalty: 3222.317627
	Iteration 1F: 3 clusters Score -2335081 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2335406.000000 Penalty: 3222.317627
	Iteration 2Q: 3 clusters Score -2335406 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2335791.250000 Penalty: 3222.317627
	Iteration 3Q: 3 clusters Score -2335791 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2336390.250000 Penalty: 3222.317627
	Iteration 4Q: 3 clusters Score -2336390 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2337292.000000 Penalty: 3222.317627
	Iteration 5F: 3 clusters Score -2337292 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2338459.000000 Penalty: 3222.317627
	Iteration 6F: 3 clusters Score -2338459 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2340073.250000 Penalty: 3222.317627
	Iteration 7F: 3 clusters Score -2340073 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2341711.500000 Penalty: 3222.317627
	Iteration 8F: 3 clusters Score -2341712 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2342917.250000 Penalty: 3222.317627
	Iteration 9F: 3 clusters Score -2342917 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2343455.750000 Penalty: 3222.317627
	Iteration 10Q: 3 clusters Score -2343456 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2343631.000000 Penalty: 3222.317627
	Iteration 11Q: 3 clusters Score -2343631 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2343702.000000 Penalty: 3222.317627
	Iteration 12Q: 3 clusters Score -2343702 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2343740.750000 Penalty: 3222.317627
	Iteration 13Q: 3 clusters Score -2343741 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2343754.500000 Penalty: 3222.317627
	Iteration 14Q: 3 clusters Score -2343754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2343761.000000 Penalty: 3222.317627
	Iteration 15Q: 3 clusters Score -2343761 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2343783.500000 Penalty: 3222.317627
	Iteration 16Q: 3 clusters Score -2343784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2343788.750000 Penalty: 3222.317627
	Iteration 17Q: 3 clusters Score -2343789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2343793.750000 Penalty: 3222.317627
	Iteration 18Q: 3 clusters Score -2343794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2343800.250000 Penalty: 3222.317627
	Iteration 19Q: 3 clusters Score -2343800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2343797.750000 Penalty: 3222.317627
	Iteration 20F: 3 clusters Score -2343798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2343803.750000 Penalty: 3222.317627
	Iteration 21Q: 3 clusters Score -2343804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2343802.750000 Penalty: 3222.317627
	Iteration 22Q: 3 clusters Score -2343803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2343807.500000 Penalty: 3222.317627
	Iteration 23Q: 3 clusters Score -2343808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2343804.250000 Penalty: 3222.317627
	Iteration 24Q: 3 clusters Score -2343804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -2343810.750000 Penalty: 3222.317627
	Iteration 25Q: 3 clusters Score -2343811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2343810.500000 Penalty: 3222.317627
	Iteration 26Q: 3 clusters Score -2343810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2343815.500000 Penalty: 3222.317627
	Iteration 27Q: 3 clusters Score -2343816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2343812.250000 Penalty: 3222.317627
	Iteration 28Q: 3 clusters Score -2343812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2343812.500000 Penalty: 3222.317627
	Iteration 29Q: 3 clusters Score -2343812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2343820.500000 Penalty: 3222.317627
	Iteration 30Q: 3 clusters Score -2343820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2343816.250000 Penalty: 3222.317627
	Iteration 31Q: 3 clusters Score -2343816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2343815.250000 Penalty: 3222.317627
	Iteration 32Q: 3 clusters Score -2343815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2343815.750000 Penalty: 3222.317627
	Iteration 33Q: 3 clusters Score -2343816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2343815.750000 Penalty: 3222.317627
	Iteration 34F: 3 clusters Score -2343816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Entering Unmasked Estep 
Score: -1110079.375000 Penalty: 1491.680420
	Iteration 0F: 2 clusters Score -1110079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1103067.500000 Penalty: 2983.360840
	Iteration 0F: 3 clusters Score -1103068 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1105301.125000 Penalty: 2983.360840
	Iteration 1F: 3 clusters Score -1105301 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1105592.625000 Penalty: 2983.360840
	Iteration 2F: 3 clusters Score -1105593 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1105858.125000 Penalty: 2983.360840
	Iteration 3F: 3 clusters Score -1105858 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1106112.625000 Penalty: 2983.360840
	Iteration 4F: 3 clusters Score -1106113 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1106421.000000 Penalty: 2983.360840
	Iteration 5F: 3 clusters Score -1106421 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1106818.500000 Penalty: 2983.360840
	Iteration 6F: 3 clusters Score -1106818 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1107236.625000 Penalty: 2983.360840
	Iteration 7F: 3 clusters Score -1107237 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1107626.125000 Penalty: 2983.360840
	Iteration 8Q: 3 clusters Score -1107626 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1107994.250000 Penalty: 2983.360840
	Iteration 9Q: 3 clusters Score -1107994 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1108285.375000 Penalty: 2983.360840
	Iteration 10Q: 3 clusters Score -1108285 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1108495.875000 Penalty: 2983.360840
	Iteration 11Q: 3 clusters Score -1108496 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1108640.125000 Penalty: 2983.360840
	Iteration 12Q: 3 clusters Score -1108640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1108718.375000 Penalty: 2983.360840
	Iteration 13Q: 3 clusters Score -1108718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1108753.125000 Penalty: 2983.360840
	Iteration 14Q: 3 clusters Score -1108753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1108775.000000 Penalty: 2983.360840
	Iteration 15Q: 3 clusters Score -1108775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1108790.250000 Penalty: 2983.360840
	Iteration 16Q: 3 clusters Score -1108790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1108797.250000 Penalty: 2983.360840
	Iteration 17Q: 3 clusters Score -1108797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1108804.125000 Penalty: 2983.360840
	Iteration 18Q: 3 clusters Score -1108804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1108812.125000 Penalty: 2983.360840
	Iteration 19Q: 3 clusters Score -1108812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1108819.625000 Penalty: 2983.360840
	Iteration 20F: 3 clusters Score -1108820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1108826.125000 Penalty: 2983.360840
	Iteration 21Q: 3 clusters Score -1108826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1108828.125000 Penalty: 2983.360840
	Iteration 22Q: 3 clusters Score -1108828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1108829.500000 Penalty: 2983.360840
	Iteration 23Q: 3 clusters Score -1108830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1108832.875000 Penalty: 2983.360840
	Iteration 24Q: 3 clusters Score -1108833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1108833.250000 Penalty: 2983.360840
	Iteration 25Q: 3 clusters Score -1108833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1108836.250000 Penalty: 2983.360840
	Iteration 26Q: 3 clusters Score -1108836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1108836.375000 Penalty: 2983.360840
	Iteration 27Q: 3 clusters Score -1108836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1108842.750000 Penalty: 2983.360840
	Iteration 28Q: 3 clusters Score -1108843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1108843.625000 Penalty: 2983.360840
	Iteration 29Q: 3 clusters Score -1108844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1108841.625000 Penalty: 2983.360840
	Iteration 30Q: 3 clusters Score -1108842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1108843.625000 Penalty: 2983.360840
	Iteration 31Q: 3 clusters Score -1108844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1108843.500000 Penalty: 2983.360840
	Iteration 32Q: 3 clusters Score -1108844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1108843.375000 Penalty: 2983.360840
	Iteration 33Q: 3 clusters Score -1108843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1108846.875000 Penalty: 2983.360840
	Iteration 34Q: 3 clusters Score -1108847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1108846.875000 Penalty: 2983.360840
	Iteration 35F: 3 clusters Score -1108847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Entering Unmasked Estep 
Score: -1809709.625000 Penalty: 1576.104492
	Iteration 0F: 2 clusters Score -1809710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1798399.250000 Penalty: 3152.208984
	Iteration 0F: 3 clusters Score -1798399 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1802376.000000 Penalty: 3152.208984
	Iteration 1F: 3 clusters Score -1802376 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1802652.375000 Penalty: 3152.208984
	Iteration 2Q: 3 clusters Score -1802652 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1802906.625000 Penalty: 3152.208984
	Iteration 3Q: 3 clusters Score -1802907 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1803203.625000 Penalty: 3152.208984
	Iteration 4Q: 3 clusters Score -1803204 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1803605.625000 Penalty: 3152.208984
	Iteration 5Q: 3 clusters Score -1803606 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1804154.250000 Penalty: 3152.208984
	Iteration 6F: 3 clusters Score -1804154 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1804936.000000 Penalty: 3152.208984
	Iteration 7F: 3 clusters Score -1804936 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1805925.500000 Penalty: 3152.208984
	Iteration 8F: 3 clusters Score -1805926 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1806932.750000 Penalty: 3152.208984
	Iteration 9F: 3 clusters Score -1806933 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1807676.250000 Penalty: 3152.208984
	Iteration 10Q: 3 clusters Score -1807676 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1808028.875000 Penalty: 3152.208984
	Iteration 11Q: 3 clusters Score -1808029 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1808215.625000 Penalty: 3152.208984
	Iteration 12Q: 3 clusters Score -1808216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1808284.000000 Penalty: 3152.208984
	Iteration 13Q: 3 clusters Score -1808284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1808317.000000 Penalty: 3152.208984
	Iteration 14Q: 3 clusters Score -1808317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1808337.375000 Penalty: 3152.208984
	Iteration 15Q: 3 clusters Score -1808337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1808356.375000 Penalty: 3152.208984
	Iteration 16Q: 3 clusters Score -1808356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1808367.000000 Penalty: 3152.208984
	Iteration 17Q: 3 clusters Score -1808367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1808378.125000 Penalty: 3152.208984
	Iteration 18Q: 3 clusters Score -1808378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1808386.375000 Penalty: 3152.208984
	Iteration 19Q: 3 clusters Score -1808386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1808397.125000 Penalty: 3152.208984
	Iteration 20F: 3 clusters Score -1808397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1808399.000000 Penalty: 3152.208984
	Iteration 21Q: 3 clusters Score -1808399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1808399.250000 Penalty: 3152.208984
	Iteration 22Q: 3 clusters Score -1808399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1808401.375000 Penalty: 3152.208984
	Iteration 23Q: 3 clusters Score -1808401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1808401.375000 Penalty: 3152.208984
	Iteration 24F: 3 clusters Score -1808401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (99885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99885 members 
Entering Unmasked Estep 
Score: -11596732.000000 Penalty: 1870.663452
	Iteration 0F: 2 clusters Score -1.159673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -11532801.000000 Penalty: 3741.326904
	Iteration 0F: 3 clusters Score -1.15328e+07 nChanged 48010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -11560435.000000 Penalty: 3741.326904
	Iteration 1F: 3 clusters Score -1.156044e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -11561279.000000 Penalty: 3741.326904
	Iteration 2Q: 3 clusters Score -1.156128e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -11562292.000000 Penalty: 3741.326904
	Iteration 3Q: 3 clusters Score -1.156229e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -11564424.000000 Penalty: 3741.326904
	Iteration 4Q: 3 clusters Score -1.156442e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -11568316.000000 Penalty: 3741.326904
	Iteration 5F: 3 clusters Score -1.156832e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -11574792.000000 Penalty: 3741.326904
	Iteration 6F: 3 clusters Score -1.157479e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -11582534.000000 Penalty: 3741.326904
	Iteration 7F: 3 clusters Score -1.158253e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 93004 members 
Entering Unmasked Estep 
Score: -11588902.000000 Penalty: 3741.326904
	Iteration 8F: 3 clusters Score -1.15889e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 97328 members 
Entering Unmasked Estep 
Score: -11592735.000000 Penalty: 3741.326904
	Iteration 9Q: 3 clusters Score -1.159274e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 99078 members 
Entering Unmasked Estep 
Score: -11594236.000000 Penalty: 3741.326904
	Iteration 10Q: 3 clusters Score -1.159424e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 99609 members 
Entering Unmasked Estep 
Score: -11594750.000000 Penalty: 3741.326904
	Iteration 11Q: 3 clusters Score -1.159475e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 99723 members 
Entering Unmasked Estep 
Score: -11594934.000000 Penalty: 3741.326904
	Iteration 12Q: 3 clusters Score -1.159493e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 99749 members 
Entering Unmasked Estep 
Score: -11595011.000000 Penalty: 3741.326904
	Iteration 13Q: 3 clusters Score -1.159501e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99764 members 
Entering Unmasked Estep 
Score: -11595055.000000 Penalty: 3741.326904
	Iteration 14Q: 3 clusters Score -1.159506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 99765 members 
Entering Unmasked Estep 
Score: -11595064.000000 Penalty: 3741.326904
	Iteration 15Q: 3 clusters Score -1.159506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99764 members 
Entering Unmasked Estep 
Score: -11595070.000000 Penalty: 3741.326904
	Iteration 16Q: 3 clusters Score -1.159507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99764 members 
Entering Unmasked Estep 
Score: -11595079.000000 Penalty: 3741.326904
	Iteration 17Q: 3 clusters Score -1.159508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99764 members 
Entering Unmasked Estep 
Score: -11595079.000000 Penalty: 3741.326904
	Iteration 18F: 3 clusters Score -1.159508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Entering Unmasked Estep 
Score: -462345.250000 Penalty: 1351.199951
	Iteration 0F: 2 clusters Score -462345.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -458954.593750 Penalty: 2702.399902
	Iteration 0F: 3 clusters Score -458954.6 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -460074.250000 Penalty: 2702.399902
	Iteration 1F: 3 clusters Score -460074.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -460371.250000 Penalty: 2702.399902
	Iteration 2F: 3 clusters Score -460371.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -460615.531250 Penalty: 2702.399902
	Iteration 3F: 3 clusters Score -460615.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -460776.781250 Penalty: 2702.399902
	Iteration 4F: 3 clusters Score -460776.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -460908.187500 Penalty: 2702.399902
	Iteration 5Q: 3 clusters Score -460908.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -461006.437500 Penalty: 2702.399902
	Iteration 6Q: 3 clusters Score -461006.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -461079.250000 Penalty: 2702.399902
	Iteration 7Q: 3 clusters Score -461079.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -461134.000000 Penalty: 2702.399902
	Iteration 8Q: 3 clusters Score -461134 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -461171.000000 Penalty: 2702.399902
	Iteration 9Q: 3 clusters Score -461171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -461196.687500 Penalty: 2702.399902
	Iteration 10Q: 3 clusters Score -461196.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -461224.218750 Penalty: 2702.399902
	Iteration 11Q: 3 clusters Score -461224.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -461254.656250 Penalty: 2702.399902
	Iteration 12Q: 3 clusters Score -461254.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -461273.156250 Penalty: 2702.399902
	Iteration 13Q: 3 clusters Score -461273.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -461292.906250 Penalty: 2702.399902
	Iteration 14Q: 3 clusters Score -461292.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -461318.781250 Penalty: 2702.399902
	Iteration 15Q: 3 clusters Score -461318.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -461340.875000 Penalty: 2702.399902
	Iteration 16Q: 3 clusters Score -461340.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -461369.750000 Penalty: 2702.399902
	Iteration 17Q: 3 clusters Score -461369.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -461397.218750 Penalty: 2702.399902
	Iteration 18Q: 3 clusters Score -461397.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -461427.000000 Penalty: 2702.399902
	Iteration 19Q: 3 clusters Score -461427 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -461455.718750 Penalty: 2702.399902
	Iteration 20F: 3 clusters Score -461455.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -461470.437500 Penalty: 2702.399902
	Iteration 21Q: 3 clusters Score -461470.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -461478.250000 Penalty: 2702.399902
	Iteration 22Q: 3 clusters Score -461478.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -461485.156250 Penalty: 2702.399902
	Iteration 23Q: 3 clusters Score -461485.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -461493.218750 Penalty: 2702.399902
	Iteration 24Q: 3 clusters Score -461493.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -461500.687500 Penalty: 2702.399902
	Iteration 25Q: 3 clusters Score -461500.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -461506.937500 Penalty: 2702.399902
	Iteration 26Q: 3 clusters Score -461506.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -461511.843750 Penalty: 2702.399902
	Iteration 27Q: 3 clusters Score -461511.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -461519.156250 Penalty: 2702.399902
	Iteration 28Q: 3 clusters Score -461519.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -461526.875000 Penalty: 2702.399902
	Iteration 29Q: 3 clusters Score -461526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -461530.781250 Penalty: 2702.399902
	Iteration 30Q: 3 clusters Score -461530.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -461540.500000 Penalty: 2702.399902
	Iteration 31Q: 3 clusters Score -461540.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -461547.062500 Penalty: 2702.399902
	Iteration 32Q: 3 clusters Score -461547.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -461551.187500 Penalty: 2702.399902
	Iteration 33Q: 3 clusters Score -461551.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -461555.812500 Penalty: 2702.399902
	Iteration 34Q: 3 clusters Score -461555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -461556.500000 Penalty: 2702.399902
	Iteration 35Q: 3 clusters Score -461556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -461557.781250 Penalty: 2702.399902
	Iteration 36Q: 3 clusters Score -461557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -461557.781250 Penalty: 2702.399902
	Iteration 37F: 3 clusters Score -461557.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (169768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169768 members 
Entering Unmasked Estep 
Score: -19239232.000000 Penalty: 1956.855469
	Iteration 0F: 2 clusters Score -1.923923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84932 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -19133206.000000 Penalty: 3913.710938
	Iteration 0F: 3 clusters Score -1.913321e+07 nChanged 82156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -19181194.000000 Penalty: 3913.710938
	Iteration 1F: 3 clusters Score -1.918119e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -19181802.000000 Penalty: 3913.710938
	Iteration 2Q: 3 clusters Score -1.91818e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -19182530.000000 Penalty: 3913.710938
	Iteration 3Q: 3 clusters Score -1.918253e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91230 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -19183366.000000 Penalty: 3913.710938
	Iteration 4Q: 3 clusters Score -1.918337e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94500 members 
Mstep: Class 2 contains 75268 members 
Entering Unmasked Estep 
Score: -19184752.000000 Penalty: 3913.710938
	Iteration 5Q: 3 clusters Score -1.918475e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99175 members 
Mstep: Class 2 contains 70593 members 
Entering Unmasked Estep 
Score: -19187088.000000 Penalty: 3913.710938
	Iteration 6Q: 3 clusters Score -1.918709e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -19191328.000000 Penalty: 3913.710938
	Iteration 7Q: 3 clusters Score -1.919133e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114707 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -19197992.000000 Penalty: 3913.710938
	Iteration 8F: 3 clusters Score -1.919799e+07 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124810 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -19207018.000000 Penalty: 3913.710938
	Iteration 9F: 3 clusters Score -1.920702e+07 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133877 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -19216318.000000 Penalty: 3913.710938
	Iteration 10F: 3 clusters Score -1.921632e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140518 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -19222850.000000 Penalty: 3913.710938
	Iteration 11Q: 3 clusters Score -1.922285e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144792 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -19226226.000000 Penalty: 3913.710938
	Iteration 12Q: 3 clusters Score -1.922623e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147926 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -19228054.000000 Penalty: 3913.710938
	Iteration 13Q: 3 clusters Score -1.922805e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150542 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -19229784.000000 Penalty: 3913.710938
	Iteration 14Q: 3 clusters Score -1.922978e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153002 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -19231686.000000 Penalty: 3913.710938
	Iteration 15Q: 3 clusters Score -1.923169e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155441 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -19232980.000000 Penalty: 3913.710938
	Iteration 16Q: 3 clusters Score -1.923298e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157663 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -19233934.000000 Penalty: 3913.710938
	Iteration 17Q: 3 clusters Score -1.923393e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159748 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -19234924.000000 Penalty: 3913.710938
	Iteration 18Q: 3 clusters Score -1.923492e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161661 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -19235718.000000 Penalty: 3913.710938
	Iteration 19Q: 3 clusters Score -1.923572e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163308 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -19236338.000000 Penalty: 3913.710938
	Iteration 20F: 3 clusters Score -1.923634e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164646 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -19236652.000000 Penalty: 3913.710938
	Iteration 21Q: 3 clusters Score -1.923665e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165701 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -19236854.000000 Penalty: 3913.710938
	Iteration 22Q: 3 clusters Score -1.923685e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166534 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -19237084.000000 Penalty: 3913.710938
	Iteration 23Q: 3 clusters Score -1.923708e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167134 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -19237258.000000 Penalty: 3913.710938
	Iteration 24Q: 3 clusters Score -1.923726e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167576 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -19237416.000000 Penalty: 3913.710938
	Iteration 25Q: 3 clusters Score -1.923742e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167902 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -19237422.000000 Penalty: 3913.710938
	Iteration 26Q: 3 clusters Score -1.923742e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168151 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -19237466.000000 Penalty: 3913.710938
	Iteration 27Q: 3 clusters Score -1.923747e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168332 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -19237514.000000 Penalty: 3913.710938
	Iteration 28Q: 3 clusters Score -1.923751e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168476 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -19237578.000000 Penalty: 3913.710938
	Iteration 29Q: 3 clusters Score -1.923758e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168572 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -19237590.000000 Penalty: 3913.710938
	Iteration 30Q: 3 clusters Score -1.923759e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168648 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -19237638.000000 Penalty: 3913.710938
	Iteration 31Q: 3 clusters Score -1.923764e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168695 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -19237684.000000 Penalty: 3913.710938
	Iteration 32Q: 3 clusters Score -1.923768e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168741 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -19237672.000000 Penalty: 3913.710938
	Iteration 33Q: 3 clusters Score -1.923767e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168774 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -19237692.000000 Penalty: 3913.710938
	Iteration 34Q: 3 clusters Score -1.923769e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168807 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19237688.000000 Penalty: 3913.710938
	Iteration 35Q: 3 clusters Score -1.923769e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168831 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -19237682.000000 Penalty: 3913.710938
	Iteration 36Q: 3 clusters Score -1.923768e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168847 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -19237698.000000 Penalty: 3913.710938
	Iteration 37Q: 3 clusters Score -1.92377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168851 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -19237714.000000 Penalty: 3913.710938
	Iteration 38Q: 3 clusters Score -1.923771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168863 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -19237708.000000 Penalty: 3913.710938
	Iteration 39Q: 3 clusters Score -1.923771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168876 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -19237704.000000 Penalty: 3913.710938
	Iteration 40F: 3 clusters Score -1.92377e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168893 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -19237682.000000 Penalty: 3913.710938
	Iteration 41Q: 3 clusters Score -1.923768e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168905 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -19237690.000000 Penalty: 3913.710938
	Iteration 42Q: 3 clusters Score -1.923769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168906 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -19237682.000000 Penalty: 3913.710938
	Iteration 43Q: 3 clusters Score -1.923768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168908 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -19237684.000000 Penalty: 3913.710938
	Iteration 44Q: 3 clusters Score -1.923768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168909 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -19237690.000000 Penalty: 3913.710938
	Iteration 45Q: 3 clusters Score -1.923769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168910 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -19237690.000000 Penalty: 3913.710938
	Iteration 46Q: 3 clusters Score -1.923769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168910 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -19237690.000000 Penalty: 3913.710938
	Iteration 47F: 3 clusters Score -1.923769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Entering Unmasked Estep 
Score: -5041510.500000 Penalty: 1737.023071
	Iteration 0F: 2 clusters Score -5041510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -5012125.500000 Penalty: 3474.046143
	Iteration 0F: 3 clusters Score -5012126 nChanged 20601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -5023686.000000 Penalty: 3474.046143
	Iteration 1F: 3 clusters Score -5023686 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -5024662.000000 Penalty: 3474.046143
	Iteration 2Q: 3 clusters Score -5024662 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -5026008.500000 Penalty: 3474.046143
	Iteration 3F: 3 clusters Score -5026008 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -5028032.500000 Penalty: 3474.046143
	Iteration 4F: 3 clusters Score -5028032 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -5030626.000000 Penalty: 3474.046143
	Iteration 5F: 3 clusters Score -5030626 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -5033455.500000 Penalty: 3474.046143
	Iteration 6F: 3 clusters Score -5033456 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -5035703.000000 Penalty: 3474.046143
	Iteration 7F: 3 clusters Score -5035703 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -5037130.000000 Penalty: 3474.046143
	Iteration 8Q: 3 clusters Score -5037130 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -5038101.500000 Penalty: 3474.046143
	Iteration 9Q: 3 clusters Score -5038102 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -5038685.500000 Penalty: 3474.046143
	Iteration 10Q: 3 clusters Score -5038686 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -5039063.000000 Penalty: 3474.046143
	Iteration 11Q: 3 clusters Score -5039063 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -5039282.500000 Penalty: 3474.046143
	Iteration 12Q: 3 clusters Score -5039282 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -5039454.000000 Penalty: 3474.046143
	Iteration 13Q: 3 clusters Score -5039454 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -5039609.000000 Penalty: 3474.046143
	Iteration 14Q: 3 clusters Score -5039609 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -5039698.500000 Penalty: 3474.046143
	Iteration 15Q: 3 clusters Score -5039698 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -5039778.500000 Penalty: 3474.046143
	Iteration 16Q: 3 clusters Score -5039778 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -5039821.500000 Penalty: 3474.046143
	Iteration 17Q: 3 clusters Score -5039822 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -5039877.000000 Penalty: 3474.046143
	Iteration 18Q: 3 clusters Score -5039877 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -5039905.000000 Penalty: 3474.046143
	Iteration 19Q: 3 clusters Score -5039905 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -5039944.000000 Penalty: 3474.046143
	Iteration 20F: 3 clusters Score -5039944 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -5039984.000000 Penalty: 3474.046143
	Iteration 21Q: 3 clusters Score -5039984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -5039995.000000 Penalty: 3474.046143
	Iteration 22Q: 3 clusters Score -5039995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -5040002.500000 Penalty: 3474.046143
	Iteration 23Q: 3 clusters Score -5040002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -5040017.500000 Penalty: 3474.046143
	Iteration 24Q: 3 clusters Score -5040018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -5040024.500000 Penalty: 3474.046143
	Iteration 25Q: 3 clusters Score -5040024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -5040041.000000 Penalty: 3474.046143
	Iteration 26Q: 3 clusters Score -5040041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -5040045.000000 Penalty: 3474.046143
	Iteration 27Q: 3 clusters Score -5040045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -5040051.000000 Penalty: 3474.046143
	Iteration 28Q: 3 clusters Score -5040051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -5040053.000000 Penalty: 3474.046143
	Iteration 29Q: 3 clusters Score -5040053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -5040073.500000 Penalty: 3474.046143
	Iteration 30Q: 3 clusters Score -5040074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -5040073.500000 Penalty: 3474.046143
	Iteration 31Q: 3 clusters Score -5040074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -5040079.500000 Penalty: 3474.046143
	Iteration 32Q: 3 clusters Score -5040080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -5040072.500000 Penalty: 3474.046143
	Iteration 33Q: 3 clusters Score -5040072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -5040089.000000 Penalty: 3474.046143
	Iteration 34Q: 3 clusters Score -5040089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -5040093.500000 Penalty: 3474.046143
	Iteration 35Q: 3 clusters Score -5040094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -5040094.500000 Penalty: 3474.046143
	Iteration 36Q: 3 clusters Score -5040094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -5040100.500000 Penalty: 3474.046143
	Iteration 37Q: 3 clusters Score -5040100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -5040101.000000 Penalty: 3474.046143
	Iteration 38Q: 3 clusters Score -5040101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -5040107.000000 Penalty: 3474.046143
	Iteration 39Q: 3 clusters Score -5040107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -5040112.500000 Penalty: 3474.046143
	Iteration 40F: 3 clusters Score -5040112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -5040118.000000 Penalty: 3474.046143
	Iteration 41Q: 3 clusters Score -5040118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -5040117.500000 Penalty: 3474.046143
	Iteration 42Q: 3 clusters Score -5040118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -5040117.500000 Penalty: 3474.046143
	Iteration 43Q: 3 clusters Score -5040118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -5040118.000000 Penalty: 3474.046143
	Iteration 44Q: 3 clusters Score -5040118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -5040120.000000 Penalty: 3474.046143
	Iteration 45Q: 3 clusters Score -5040120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -5040121.000000 Penalty: 3474.046143
	Iteration 46Q: 3 clusters Score -5040121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -5040123.000000 Penalty: 3474.046143
	Iteration 47Q: 3 clusters Score -5040123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -5040124.500000 Penalty: 3474.046143
	Iteration 48Q: 3 clusters Score -5040124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -5040124.000000 Penalty: 3474.046143
	Iteration 49Q: 3 clusters Score -5040124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -5040123.500000 Penalty: 3474.046143
	Iteration 50Q: 3 clusters Score -5040124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -5040126.000000 Penalty: 3474.046143
	Iteration 51Q: 3 clusters Score -5040126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -5040119.500000 Penalty: 3474.046143
	Iteration 52Q: 3 clusters Score -5040120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -5040121.500000 Penalty: 3474.046143
	Iteration 53Q: 3 clusters Score -5040122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -5040122.500000 Penalty: 3474.046143
	Iteration 54Q: 3 clusters Score -5040122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -5040123.500000 Penalty: 3474.046143
	Iteration 55Q: 3 clusters Score -5040124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -5040123.500000 Penalty: 3474.046143
	Iteration 56Q: 3 clusters Score -5040124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -5040122.000000 Penalty: 3474.046143
	Iteration 57Q: 3 clusters Score -5040122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -5040122.000000 Penalty: 3474.046143
	Iteration 58F: 3 clusters Score -5040122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -47241.601562 Penalty: 1007.582703
	Iteration 0F: 2 clusters Score -47241.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46311.187500 Penalty: 2015.165405
	Iteration 0F: 3 clusters Score -46311.19 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46552.648438 Penalty: 2015.165405
	Iteration 1F: 3 clusters Score -46552.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46677.300781 Penalty: 2015.165405
	Iteration 2F: 3 clusters Score -46677.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46784.058594 Penalty: 2015.165405
	Iteration 3F: 3 clusters Score -46784.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46990.847656 Penalty: 2015.165405
	Iteration 4F: 3 clusters Score -46990.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47174.617188 Penalty: 2015.165405
	Iteration 5F: 3 clusters Score -47174.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -47252.914062 Penalty: 2015.165405
	Iteration 6Q: 3 clusters Score -47252.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47309.621094 Penalty: 2015.165405
	Iteration 7Q: 3 clusters Score -47309.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47320.027344 Penalty: 2015.165405
	Iteration 8Q: 3 clusters Score -47320.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47334.906250 Penalty: 2015.165405
	Iteration 9Q: 3 clusters Score -47334.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47339.562500 Penalty: 2015.165405
	Iteration 10Q: 3 clusters Score -47339.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47343.261719 Penalty: 2015.165405
	Iteration 11Q: 3 clusters Score -47343.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -47344.722656 Penalty: 2015.165405
	Iteration 12Q: 3 clusters Score -47344.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47346.011719 Penalty: 2015.165405
	Iteration 13Q: 3 clusters Score -47346.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47348.035156 Penalty: 2015.165405
	Iteration 14F: 3 clusters Score -47348.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47350.722656 Penalty: 2015.165405
	Iteration 15Q: 3 clusters Score -47350.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47353.535156 Penalty: 2015.165405
	Iteration 16Q: 3 clusters Score -47353.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -47356.316406 Penalty: 2015.165405
	Iteration 17Q: 3 clusters Score -47356.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -47356.316406 Penalty: 2015.165405
	Iteration 18F: 3 clusters Score -47356.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 95101 members 
Mstep: Class 3 contains 20228 members 
Mstep: Class 4 contains 9697 members 
Mstep: Class 5 contains 16303 members 
Mstep: Class 6 contains 99885 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 169768 members 
Mstep: Class 9 contains 43887 members 
Mstep: Class 10 contains 197 members 
Mstep: Class 11 contains 96076 members 
Mstep: Class 12 contains 83207 members 
Mstep: Class 13 contains 3247 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 16998 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 39460 members 
Mstep: Class 18 contains 5156 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 53383 members 
Mstep: Class 21 contains 93930 members 
Mstep: Class 22 contains 3969 members 
Mstep: Class 23 contains 296 members 
Entering Unmasked Estep 
Score: -102090496.000000 Penalty: 51286.125000
Splitting cluster 10 changes total score from -102091448.000000 to -102090496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (96076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Entering Unmasked Estep 
Score: -11069449.000000 Penalty: 1864.345337
	Iteration 0F: 2 clusters Score -1.106945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -11006647.000000 Penalty: 3728.690674
	Iteration 0F: 3 clusters Score -1.100665e+07 nChanged 46134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -11033888.000000 Penalty: 3728.690674
	Iteration 1F: 3 clusters Score -1.103389e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -11034819.000000 Penalty: 3728.690674
	Iteration 2Q: 3 clusters Score -1.103482e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -11036342.000000 Penalty: 3728.690674
	Iteration 3Q: 3 clusters Score -1.103634e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -11039060.000000 Penalty: 3728.690674
	Iteration 4F: 3 clusters Score -1.103906e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -11043782.000000 Penalty: 3728.690674
	Iteration 5F: 3 clusters Score -1.104378e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 77632 members 
Entering Unmasked Estep 
Score: -11050879.000000 Penalty: 3728.690674
	Iteration 6F: 3 clusters Score -1.105088e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 85840 members 
Entering Unmasked Estep 
Score: -11058505.000000 Penalty: 3728.690674
	Iteration 7F: 3 clusters Score -1.10585e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 91695 members 
Entering Unmasked Estep 
Score: -11063919.000000 Penalty: 3728.690674
	Iteration 8F: 3 clusters Score -1.106392e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -11066427.000000 Penalty: 3728.690674
	Iteration 9Q: 3 clusters Score -1.106643e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 95542 members 
Entering Unmasked Estep 
Score: -11067336.000000 Penalty: 3728.690674
	Iteration 10Q: 3 clusters Score -1.106734e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 95811 members 
Entering Unmasked Estep 
Score: -11067632.000000 Penalty: 3728.690674
	Iteration 11Q: 3 clusters Score -1.106763e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
Score: -11067714.000000 Penalty: 3728.690674
	Iteration 12Q: 3 clusters Score -1.106771e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
Score: -11067750.000000 Penalty: 3728.690674
	Iteration 13Q: 3 clusters Score -1.106775e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 95905 members 
Entering Unmasked Estep 
Score: -11067773.000000 Penalty: 3728.690674
	Iteration 14Q: 3 clusters Score -1.106777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 95909 members 
Entering Unmasked Estep 
Score: -11067786.000000 Penalty: 3728.690674
	Iteration 15Q: 3 clusters Score -1.106779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -11067808.000000 Penalty: 3728.690674
	Iteration 16Q: 3 clusters Score -1.106781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 95917 members 
Entering Unmasked Estep 
Score: -11067812.000000 Penalty: 3728.690674
	Iteration 17Q: 3 clusters Score -1.106781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -11067823.000000 Penalty: 3728.690674
	Iteration 18Q: 3 clusters Score -1.106782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 95915 members 
Entering Unmasked Estep 
Score: -11067825.000000 Penalty: 3728.690674
	Iteration 19Q: 3 clusters Score -1.106782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -11067819.000000 Penalty: 3728.690674
	Iteration 20F: 3 clusters Score -1.106782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 95917 members 
Entering Unmasked Estep 
Score: -11067825.000000 Penalty: 3728.690674
	Iteration 21Q: 3 clusters Score -1.106782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -11067839.000000 Penalty: 3728.690674
	Iteration 22Q: 3 clusters Score -1.106784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 95922 members 
Entering Unmasked Estep 
Score: -11067845.000000 Penalty: 3728.690674
	Iteration 23Q: 3 clusters Score -1.106784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 95922 members 
Entering Unmasked Estep 
Score: -11067837.000000 Penalty: 3728.690674
	Iteration 24Q: 3 clusters Score -1.106784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 95922 members 
Entering Unmasked Estep 
Score: -11067837.000000 Penalty: 3728.690674
	Iteration 25F: 3 clusters Score -1.106784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (83207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83207 members 
Entering Unmasked Estep 
Score: -9723613.000000 Penalty: 1840.976562
	Iteration 0F: 2 clusters Score -9723613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -9668380.000000 Penalty: 3681.953125
	Iteration 0F: 3 clusters Score -9668380 nChanged 39652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -9691438.000000 Penalty: 3681.953125
	Iteration 1F: 3 clusters Score -9691438 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -9692598.000000 Penalty: 3681.953125
	Iteration 2Q: 3 clusters Score -9692598 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -9694830.000000 Penalty: 3681.953125
	Iteration 3F: 3 clusters Score -9694830 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -9698969.000000 Penalty: 3681.953125
	Iteration 4F: 3 clusters Score -9698969 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -9705833.000000 Penalty: 3681.953125
	Iteration 5F: 3 clusters Score -9705833 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -9713968.000000 Penalty: 3681.953125
	Iteration 6F: 3 clusters Score -9713968 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 80488 members 
Entering Unmasked Estep 
Score: -9719291.000000 Penalty: 3681.953125
	Iteration 7F: 3 clusters Score -9719291 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -9721247.000000 Penalty: 3681.953125
	Iteration 8Q: 3 clusters Score -9721247 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -9721742.000000 Penalty: 3681.953125
	Iteration 9Q: 3 clusters Score -9721742 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 83088 members 
Entering Unmasked Estep 
Score: -9721900.000000 Penalty: 3681.953125
	Iteration 10Q: 3 clusters Score -9721900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 83101 members 
Entering Unmasked Estep 
Score: -9721933.000000 Penalty: 3681.953125
	Iteration 11Q: 3 clusters Score -9721933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 83106 members 
Entering Unmasked Estep 
Score: -9721951.000000 Penalty: 3681.953125
	Iteration 12Q: 3 clusters Score -9721951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 83109 members 
Entering Unmasked Estep 
Score: -9721957.000000 Penalty: 3681.953125
	Iteration 13Q: 3 clusters Score -9721957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 83110 members 
Entering Unmasked Estep 
Score: -9721964.000000 Penalty: 3681.953125
	Iteration 14Q: 3 clusters Score -9721964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 83109 members 
Entering Unmasked Estep 
Score: -9721969.000000 Penalty: 3681.953125
	Iteration 15Q: 3 clusters Score -9721969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 83108 members 
Entering Unmasked Estep 
Score: -9721970.000000 Penalty: 3681.953125
	Iteration 16Q: 3 clusters Score -9721970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 83107 members 
Entering Unmasked Estep 
Score: -9721974.000000 Penalty: 3681.953125
	Iteration 17Q: 3 clusters Score -9721974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 83107 members 
Entering Unmasked Estep 
Score: -9721974.000000 Penalty: 3681.953125
	Iteration 18F: 3 clusters Score -9721974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Entering Unmasked Estep 
Score: -377692.875000 Penalty: 1313.891602
	Iteration 0F: 2 clusters Score -377692.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -374771.281250 Penalty: 2627.783203
	Iteration 0F: 3 clusters Score -374771.3 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -375482.875000 Penalty: 2627.783203
	Iteration 1F: 3 clusters Score -375482.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -375644.281250 Penalty: 2627.783203
	Iteration 2F: 3 clusters Score -375644.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -375765.468750 Penalty: 2627.783203
	Iteration 3F: 3 clusters Score -375765.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -375852.937500 Penalty: 2627.783203
	Iteration 4Q: 3 clusters Score -375852.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -375921.218750 Penalty: 2627.783203
	Iteration 5Q: 3 clusters Score -375921.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -375979.843750 Penalty: 2627.783203
	Iteration 6Q: 3 clusters Score -375979.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -376025.125000 Penalty: 2627.783203
	Iteration 7Q: 3 clusters Score -376025.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -376071.718750 Penalty: 2627.783203
	Iteration 8Q: 3 clusters Score -376071.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -376131.281250 Penalty: 2627.783203
	Iteration 9Q: 3 clusters Score -376131.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -376189.375000 Penalty: 2627.783203
	Iteration 10Q: 3 clusters Score -376189.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -376242.500000 Penalty: 2627.783203
	Iteration 11Q: 3 clusters Score -376242.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -376298.906250 Penalty: 2627.783203
	Iteration 12Q: 3 clusters Score -376298.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -376349.500000 Penalty: 2627.783203
	Iteration 13Q: 3 clusters Score -376349.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -376404.468750 Penalty: 2627.783203
	Iteration 14Q: 3 clusters Score -376404.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -376451.906250 Penalty: 2627.783203
	Iteration 15Q: 3 clusters Score -376451.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -376489.781250 Penalty: 2627.783203
	Iteration 16Q: 3 clusters Score -376489.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -376525.843750 Penalty: 2627.783203
	Iteration 17Q: 3 clusters Score -376525.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -376552.031250 Penalty: 2627.783203
	Iteration 18Q: 3 clusters Score -376552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -376576.156250 Penalty: 2627.783203
	Iteration 19Q: 3 clusters Score -376576.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -376600.906250 Penalty: 2627.783203
	Iteration 20F: 3 clusters Score -376600.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -376621.218750 Penalty: 2627.783203
	Iteration 21Q: 3 clusters Score -376621.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -376630.500000 Penalty: 2627.783203
	Iteration 22Q: 3 clusters Score -376630.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -376636.656250 Penalty: 2627.783203
	Iteration 23Q: 3 clusters Score -376636.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -376642.593750 Penalty: 2627.783203
	Iteration 24Q: 3 clusters Score -376642.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -376646.812500 Penalty: 2627.783203
	Iteration 25Q: 3 clusters Score -376646.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -376649.062500 Penalty: 2627.783203
	Iteration 26Q: 3 clusters Score -376649.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -376651.187500 Penalty: 2627.783203
	Iteration 27Q: 3 clusters Score -376651.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -376653.187500 Penalty: 2627.783203
	Iteration 28Q: 3 clusters Score -376653.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -376657.875000 Penalty: 2627.783203
	Iteration 29Q: 3 clusters Score -376657.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -376663.968750 Penalty: 2627.783203
	Iteration 30Q: 3 clusters Score -376664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -376668.000000 Penalty: 2627.783203
	Iteration 31Q: 3 clusters Score -376668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -376669.718750 Penalty: 2627.783203
	Iteration 32Q: 3 clusters Score -376669.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -376669.593750 Penalty: 2627.783203
	Iteration 33Q: 3 clusters Score -376669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -376670.468750 Penalty: 2627.783203
	Iteration 34Q: 3 clusters Score -376670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -376670.906250 Penalty: 2627.783203
	Iteration 35Q: 3 clusters Score -376670.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -376670.906250 Penalty: 2627.783203
	Iteration 36F: 3 clusters Score -376670.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Entering Unmasked Estep 
Score: -473744.781250 Penalty: 1360.740112
	Iteration 0F: 2 clusters Score -473744.8 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 2148 members 
Entering Unmasked Estep 
Score: -470228.281250 Penalty: 2721.480225
	Iteration 0F: 3 clusters Score -470228.3 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -471210.000000 Penalty: 2721.480225
	Iteration 1F: 3 clusters Score -471210 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -471454.750000 Penalty: 2721.480225
	Iteration 2F: 3 clusters Score -471454.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -471657.437500 Penalty: 2721.480225
	Iteration 3F: 3 clusters Score -471657.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -471826.500000 Penalty: 2721.480225
	Iteration 4Q: 3 clusters Score -471826.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -471998.375000 Penalty: 2721.480225
	Iteration 5F: 3 clusters Score -471998.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -472135.781250 Penalty: 2721.480225
	Iteration 6Q: 3 clusters Score -472135.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -472261.718750 Penalty: 2721.480225
	Iteration 7Q: 3 clusters Score -472261.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -472377.250000 Penalty: 2721.480225
	Iteration 8Q: 3 clusters Score -472377.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -472482.343750 Penalty: 2721.480225
	Iteration 9Q: 3 clusters Score -472482.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -472564.750000 Penalty: 2721.480225
	Iteration 10Q: 3 clusters Score -472564.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -472655.312500 Penalty: 2721.480225
	Iteration 11Q: 3 clusters Score -472655.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -472728.937500 Penalty: 2721.480225
	Iteration 12Q: 3 clusters Score -472728.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -472791.156250 Penalty: 2721.480225
	Iteration 13Q: 3 clusters Score -472791.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -472850.718750 Penalty: 2721.480225
	Iteration 14Q: 3 clusters Score -472850.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -472892.093750 Penalty: 2721.480225
	Iteration 15Q: 3 clusters Score -472892.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -472947.750000 Penalty: 2721.480225
	Iteration 16Q: 3 clusters Score -472947.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -473000.687500 Penalty: 2721.480225
	Iteration 17Q: 3 clusters Score -473000.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -473058.531250 Penalty: 2721.480225
	Iteration 18Q: 3 clusters Score -473058.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -473104.531250 Penalty: 2721.480225
	Iteration 19Q: 3 clusters Score -473104.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -473143.625000 Penalty: 2721.480225
	Iteration 20F: 3 clusters Score -473143.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -473176.531250 Penalty: 2721.480225
	Iteration 21Q: 3 clusters Score -473176.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -473200.125000 Penalty: 2721.480225
	Iteration 22Q: 3 clusters Score -473200.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -473222.031250 Penalty: 2721.480225
	Iteration 23Q: 3 clusters Score -473222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -473237.875000 Penalty: 2721.480225
	Iteration 24Q: 3 clusters Score -473237.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -473244.718750 Penalty: 2721.480225
	Iteration 25Q: 3 clusters Score -473244.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -473248.562500 Penalty: 2721.480225
	Iteration 26Q: 3 clusters Score -473248.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -473251.250000 Penalty: 2721.480225
	Iteration 27Q: 3 clusters Score -473251.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -473255.968750 Penalty: 2721.480225
	Iteration 28Q: 3 clusters Score -473256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -473257.656250 Penalty: 2721.480225
	Iteration 29Q: 3 clusters Score -473257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -473259.593750 Penalty: 2721.480225
	Iteration 30Q: 3 clusters Score -473259.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -473261.218750 Penalty: 2721.480225
	Iteration 31Q: 3 clusters Score -473261.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -473261.500000 Penalty: 2721.480225
	Iteration 32Q: 3 clusters Score -473261.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -473263.500000 Penalty: 2721.480225
	Iteration 33Q: 3 clusters Score -473263.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -473264.343750 Penalty: 2721.480225
	Iteration 34Q: 3 clusters Score -473264.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -473264.343750 Penalty: 2721.480225
	Iteration 35F: 3 clusters Score -473264.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Entering Unmasked Estep 
Score: -1962848.875000 Penalty: 1582.888306
	Iteration 0F: 2 clusters Score -1962849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1951158.750000 Penalty: 3165.776611
	Iteration 0F: 3 clusters Score -1951159 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1955379.125000 Penalty: 3165.776611
	Iteration 1F: 3 clusters Score -1955379 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1955743.875000 Penalty: 3165.776611
	Iteration 2F: 3 clusters Score -1955744 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1956062.125000 Penalty: 3165.776611
	Iteration 3Q: 3 clusters Score -1956062 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1956418.875000 Penalty: 3165.776611
	Iteration 4Q: 3 clusters Score -1956419 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1956822.875000 Penalty: 3165.776611
	Iteration 5Q: 3 clusters Score -1956823 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1957315.875000 Penalty: 3165.776611
	Iteration 6Q: 3 clusters Score -1957316 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1957912.375000 Penalty: 3165.776611
	Iteration 7F: 3 clusters Score -1957912 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1958579.250000 Penalty: 3165.776611
	Iteration 8F: 3 clusters Score -1958579 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1959245.125000 Penalty: 3165.776611
	Iteration 9F: 3 clusters Score -1959245 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1959700.125000 Penalty: 3165.776611
	Iteration 10Q: 3 clusters Score -1959700 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1959895.250000 Penalty: 3165.776611
	Iteration 11Q: 3 clusters Score -1959895 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1959999.125000 Penalty: 3165.776611
	Iteration 12Q: 3 clusters Score -1959999 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1960035.750000 Penalty: 3165.776611
	Iteration 13Q: 3 clusters Score -1960036 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1960048.500000 Penalty: 3165.776611
	Iteration 14Q: 3 clusters Score -1960048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1960059.875000 Penalty: 3165.776611
	Iteration 15Q: 3 clusters Score -1960060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1960061.000000 Penalty: 3165.776611
	Iteration 16Q: 3 clusters Score -1960061 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1960074.000000 Penalty: 3165.776611
	Iteration 17Q: 3 clusters Score -1960074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1960082.375000 Penalty: 3165.776611
	Iteration 18Q: 3 clusters Score -1960082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1960085.375000 Penalty: 3165.776611
	Iteration 19Q: 3 clusters Score -1960085 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1960094.375000 Penalty: 3165.776611
	Iteration 20F: 3 clusters Score -1960094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1960099.750000 Penalty: 3165.776611
	Iteration 21Q: 3 clusters Score -1960100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1960100.375000 Penalty: 3165.776611
	Iteration 22Q: 3 clusters Score -1960100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1960100.750000 Penalty: 3165.776611
	Iteration 23Q: 3 clusters Score -1960101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1960108.125000 Penalty: 3165.776611
	Iteration 24Q: 3 clusters Score -1960108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1960123.500000 Penalty: 3165.776611
	Iteration 25Q: 3 clusters Score -1960124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1960129.375000 Penalty: 3165.776611
	Iteration 26Q: 3 clusters Score -1960129 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1960130.500000 Penalty: 3165.776611
	Iteration 27Q: 3 clusters Score -1960130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1960127.875000 Penalty: 3165.776611
	Iteration 28Q: 3 clusters Score -1960128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1960135.125000 Penalty: 3165.776611
	Iteration 29Q: 3 clusters Score -1960135 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1960144.625000 Penalty: 3165.776611
	Iteration 30Q: 3 clusters Score -1960145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1960149.750000 Penalty: 3165.776611
	Iteration 31Q: 3 clusters Score -1960150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1960156.625000 Penalty: 3165.776611
	Iteration 32Q: 3 clusters Score -1960157 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1960164.125000 Penalty: 3165.776611
	Iteration 33Q: 3 clusters Score -1960164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1960169.625000 Penalty: 3165.776611
	Iteration 34Q: 3 clusters Score -1960170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1960177.875000 Penalty: 3165.776611
	Iteration 35Q: 3 clusters Score -1960178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1960183.125000 Penalty: 3165.776611
	Iteration 36Q: 3 clusters Score -1960183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1960184.500000 Penalty: 3165.776611
	Iteration 37Q: 3 clusters Score -1960184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1960188.500000 Penalty: 3165.776611
	Iteration 38Q: 3 clusters Score -1960188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1960195.875000 Penalty: 3165.776611
	Iteration 39Q: 3 clusters Score -1960196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1960198.125000 Penalty: 3165.776611
	Iteration 40F: 3 clusters Score -1960198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1960197.875000 Penalty: 3165.776611
	Iteration 41Q: 3 clusters Score -1960198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1960202.125000 Penalty: 3165.776611
	Iteration 42Q: 3 clusters Score -1960202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1960203.125000 Penalty: 3165.776611
	Iteration 43Q: 3 clusters Score -1960203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1960204.875000 Penalty: 3165.776611
	Iteration 44Q: 3 clusters Score -1960205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1960211.875000 Penalty: 3165.776611
	Iteration 45Q: 3 clusters Score -1960212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1960213.875000 Penalty: 3165.776611
	Iteration 46Q: 3 clusters Score -1960214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1960218.875000 Penalty: 3165.776611
	Iteration 47Q: 3 clusters Score -1960219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1960221.250000 Penalty: 3165.776611
	Iteration 48Q: 3 clusters Score -1960221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1960225.250000 Penalty: 3165.776611
	Iteration 49Q: 3 clusters Score -1960225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1960229.750000 Penalty: 3165.776611
	Iteration 50Q: 3 clusters Score -1960230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1960235.500000 Penalty: 3165.776611
	Iteration 51Q: 3 clusters Score -1960236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1960247.375000 Penalty: 3165.776611
	Iteration 52Q: 3 clusters Score -1960247 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1960260.500000 Penalty: 3165.776611
	Iteration 53Q: 3 clusters Score -1960260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1960259.750000 Penalty: 3165.776611
	Iteration 54Q: 3 clusters Score -1960260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1960265.750000 Penalty: 3165.776611
	Iteration 55Q: 3 clusters Score -1960266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1960271.750000 Penalty: 3165.776611
	Iteration 56Q: 3 clusters Score -1960272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1960284.000000 Penalty: 3165.776611
	Iteration 57Q: 3 clusters Score -1960284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1960295.500000 Penalty: 3165.776611
	Iteration 58Q: 3 clusters Score -1960296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1960303.875000 Penalty: 3165.776611
	Iteration 59Q: 3 clusters Score -1960304 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1960319.875000 Penalty: 3165.776611
	Iteration 60F: 3 clusters Score -1960320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1960330.125000 Penalty: 3165.776611
	Iteration 61Q: 3 clusters Score -1960330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1960338.125000 Penalty: 3165.776611
	Iteration 62Q: 3 clusters Score -1960338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1960353.875000 Penalty: 3165.776611
	Iteration 63Q: 3 clusters Score -1960354 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1960361.375000 Penalty: 3165.776611
	Iteration 64Q: 3 clusters Score -1960361 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1960366.375000 Penalty: 3165.776611
	Iteration 65Q: 3 clusters Score -1960366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1960377.250000 Penalty: 3165.776611
	Iteration 66Q: 3 clusters Score -1960377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1960382.625000 Penalty: 3165.776611
	Iteration 67Q: 3 clusters Score -1960383 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1960390.250000 Penalty: 3165.776611
	Iteration 68Q: 3 clusters Score -1960390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1960396.000000 Penalty: 3165.776611
	Iteration 69Q: 3 clusters Score -1960396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1960407.125000 Penalty: 3165.776611
	Iteration 70Q: 3 clusters Score -1960407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1960409.250000 Penalty: 3165.776611
	Iteration 71Q: 3 clusters Score -1960409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1960412.500000 Penalty: 3165.776611
	Iteration 72Q: 3 clusters Score -1960412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1960416.125000 Penalty: 3165.776611
	Iteration 73Q: 3 clusters Score -1960416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1960419.875000 Penalty: 3165.776611
	Iteration 74Q: 3 clusters Score -1960420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1960423.750000 Penalty: 3165.776611
	Iteration 75Q: 3 clusters Score -1960424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1960436.375000 Penalty: 3165.776611
	Iteration 76Q: 3 clusters Score -1960436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1960449.750000 Penalty: 3165.776611
	Iteration 77Q: 3 clusters Score -1960450 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1960451.625000 Penalty: 3165.776611
	Iteration 78Q: 3 clusters Score -1960452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1960470.875000 Penalty: 3165.776611
	Iteration 79Q: 3 clusters Score -1960471 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1960484.625000 Penalty: 3165.776611
	Iteration 80F: 3 clusters Score -1960485 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1960501.375000 Penalty: 3165.776611
	Iteration 81Q: 3 clusters Score -1960501 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1960531.125000 Penalty: 3165.776611
	Iteration 82Q: 3 clusters Score -1960531 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1960551.750000 Penalty: 3165.776611
	Iteration 83Q: 3 clusters Score -1960552 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1960576.750000 Penalty: 3165.776611
	Iteration 84Q: 3 clusters Score -1960577 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1960615.125000 Penalty: 3165.776611
	Iteration 85Q: 3 clusters Score -1960615 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1960650.750000 Penalty: 3165.776611
	Iteration 86Q: 3 clusters Score -1960651 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1960689.250000 Penalty: 3165.776611
	Iteration 87Q: 3 clusters Score -1960689 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1960720.875000 Penalty: 3165.776611
	Iteration 88Q: 3 clusters Score -1960721 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1960762.375000 Penalty: 3165.776611
	Iteration 89Q: 3 clusters Score -1960762 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1960807.750000 Penalty: 3165.776611
	Iteration 90Q: 3 clusters Score -1960808 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1960857.000000 Penalty: 3165.776611
	Iteration 91Q: 3 clusters Score -1960857 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1960893.375000 Penalty: 3165.776611
	Iteration 92Q: 3 clusters Score -1960893 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1960939.750000 Penalty: 3165.776611
	Iteration 93Q: 3 clusters Score -1960940 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1960990.875000 Penalty: 3165.776611
	Iteration 94Q: 3 clusters Score -1960991 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1961042.875000 Penalty: 3165.776611
	Iteration 95Q: 3 clusters Score -1961043 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1961077.625000 Penalty: 3165.776611
	Iteration 96Q: 3 clusters Score -1961078 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1961112.500000 Penalty: 3165.776611
	Iteration 97Q: 3 clusters Score -1961112 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1961164.000000 Penalty: 3165.776611
	Iteration 98Q: 3 clusters Score -1961164 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1961213.625000 Penalty: 3165.776611
	Iteration 99Q: 3 clusters Score -1961214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1961248.625000 Penalty: 3165.776611
	Iteration 100F: 3 clusters Score -1961249 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1961283.375000 Penalty: 3165.776611
	Iteration 101Q: 3 clusters Score -1961283 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1961317.250000 Penalty: 3165.776611
	Iteration 102Q: 3 clusters Score -1961317 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1961343.125000 Penalty: 3165.776611
	Iteration 103Q: 3 clusters Score -1961343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1961361.375000 Penalty: 3165.776611
	Iteration 104Q: 3 clusters Score -1961361 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1961370.375000 Penalty: 3165.776611
	Iteration 105Q: 3 clusters Score -1961370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1961383.875000 Penalty: 3165.776611
	Iteration 106Q: 3 clusters Score -1961384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1961395.875000 Penalty: 3165.776611
	Iteration 107Q: 3 clusters Score -1961396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1961411.500000 Penalty: 3165.776611
	Iteration 108Q: 3 clusters Score -1961412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1961426.875000 Penalty: 3165.776611
	Iteration 109Q: 3 clusters Score -1961427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1961438.875000 Penalty: 3165.776611
	Iteration 110Q: 3 clusters Score -1961439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1961445.125000 Penalty: 3165.776611
	Iteration 111Q: 3 clusters Score -1961445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1961458.500000 Penalty: 3165.776611
	Iteration 112Q: 3 clusters Score -1961458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1961463.625000 Penalty: 3165.776611
	Iteration 113Q: 3 clusters Score -1961464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1961467.000000 Penalty: 3165.776611
	Iteration 114Q: 3 clusters Score -1961467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1961475.125000 Penalty: 3165.776611
	Iteration 115Q: 3 clusters Score -1961475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1961480.625000 Penalty: 3165.776611
	Iteration 116Q: 3 clusters Score -1961481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1961487.500000 Penalty: 3165.776611
	Iteration 117Q: 3 clusters Score -1961488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1961497.250000 Penalty: 3165.776611
	Iteration 118Q: 3 clusters Score -1961497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1961504.500000 Penalty: 3165.776611
	Iteration 119Q: 3 clusters Score -1961504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1961512.375000 Penalty: 3165.776611
	Iteration 120F: 3 clusters Score -1961512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1961517.625000 Penalty: 3165.776611
	Iteration 121Q: 3 clusters Score -1961518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1961523.375000 Penalty: 3165.776611
	Iteration 122Q: 3 clusters Score -1961523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1961532.625000 Penalty: 3165.776611
	Iteration 123Q: 3 clusters Score -1961533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1961535.125000 Penalty: 3165.776611
	Iteration 124Q: 3 clusters Score -1961535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1961538.500000 Penalty: 3165.776611
	Iteration 125Q: 3 clusters Score -1961538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1961545.125000 Penalty: 3165.776611
	Iteration 126Q: 3 clusters Score -1961545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1961545.125000 Penalty: 3165.776611
	Iteration 127Q: 3 clusters Score -1961545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1961549.750000 Penalty: 3165.776611
	Iteration 128Q: 3 clusters Score -1961550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1961552.375000 Penalty: 3165.776611
	Iteration 129Q: 3 clusters Score -1961552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1961556.750000 Penalty: 3165.776611
	Iteration 130Q: 3 clusters Score -1961557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1961560.625000 Penalty: 3165.776611
	Iteration 131Q: 3 clusters Score -1961561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1961561.000000 Penalty: 3165.776611
	Iteration 132Q: 3 clusters Score -1961561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1961561.000000 Penalty: 3165.776611
	Iteration 133F: 3 clusters Score -1961561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -87160.234375 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -87160.23 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 442 members 
Entering Unmasked Estep 
Score: -85809.046875 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -85809.05 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86038.109375 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -86038.11 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86112.031250 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -86112.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -86162.476562 Penalty: 2190.668945
	Iteration 3Q: 3 clusters Score -86162.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86210.046875 Penalty: 2190.668945
	Iteration 4Q: 3 clusters Score -86210.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -86257.992188 Penalty: 2190.668945
	Iteration 5Q: 3 clusters Score -86257.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -86278.609375 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -86278.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86294.617188 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -86294.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86308.242188 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -86308.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -86317.523438 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -86317.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -86323.484375 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -86323.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86330.453125 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -86330.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -86336.265625 Penalty: 2190.668945
	Iteration 12Q: 3 clusters Score -86336.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -86341.812500 Penalty: 2190.668945
	Iteration 13Q: 3 clusters Score -86341.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86347.523438 Penalty: 2190.668945
	Iteration 14Q: 3 clusters Score -86347.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86355.632812 Penalty: 2190.668945
	Iteration 15Q: 3 clusters Score -86355.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -86359.765625 Penalty: 2190.668945
	Iteration 16Q: 3 clusters Score -86359.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -86363.062500 Penalty: 2190.668945
	Iteration 17Q: 3 clusters Score -86363.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86372.359375 Penalty: 2190.668945
	Iteration 18Q: 3 clusters Score -86372.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86380.164062 Penalty: 2190.668945
	Iteration 19Q: 3 clusters Score -86380.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86389.757812 Penalty: 2190.668945
	Iteration 20F: 3 clusters Score -86389.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86398.851562 Penalty: 2190.668945
	Iteration 21Q: 3 clusters Score -86398.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86400.585938 Penalty: 2190.668945
	Iteration 22Q: 3 clusters Score -86400.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -86402.984375 Penalty: 2190.668945
	Iteration 23Q: 3 clusters Score -86402.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -86404.257812 Penalty: 2190.668945
	Iteration 24Q: 3 clusters Score -86404.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -86404.257812 Penalty: 2190.668945
	Iteration 25F: 3 clusters Score -86404.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Entering Unmasked Estep 
Score: -4373658.000000 Penalty: 1719.744507
	Iteration 0F: 2 clusters Score -4373658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -4347281.000000 Penalty: 3439.489014
	Iteration 0F: 3 clusters Score -4347281 nChanged 18308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -4357365.000000 Penalty: 3439.489014
	Iteration 1F: 3 clusters Score -4357365 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -4357832.000000 Penalty: 3439.489014
	Iteration 2Q: 3 clusters Score -4357832 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -4358467.500000 Penalty: 3439.489014
	Iteration 3Q: 3 clusters Score -4358468 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -4359438.500000 Penalty: 3439.489014
	Iteration 4F: 3 clusters Score -4359438 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -4361048.000000 Penalty: 3439.489014
	Iteration 5F: 3 clusters Score -4361048 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -4363650.500000 Penalty: 3439.489014
	Iteration 6F: 3 clusters Score -4363650 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -4366958.000000 Penalty: 3439.489014
	Iteration 7F: 3 clusters Score -4366958 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -4369802.000000 Penalty: 3439.489014
	Iteration 8F: 3 clusters Score -4369802 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -4371291.500000 Penalty: 3439.489014
	Iteration 9Q: 3 clusters Score -4371292 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -4371883.000000 Penalty: 3439.489014
	Iteration 10Q: 3 clusters Score -4371883 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -4372128.000000 Penalty: 3439.489014
	Iteration 11Q: 3 clusters Score -4372128 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -4372254.500000 Penalty: 3439.489014
	Iteration 12Q: 3 clusters Score -4372254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -4372335.500000 Penalty: 3439.489014
	Iteration 13Q: 3 clusters Score -4372336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -4372397.000000 Penalty: 3439.489014
	Iteration 14Q: 3 clusters Score -4372397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -4372475.000000 Penalty: 3439.489014
	Iteration 15Q: 3 clusters Score -4372475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -4372566.000000 Penalty: 3439.489014
	Iteration 16Q: 3 clusters Score -4372566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -4372632.000000 Penalty: 3439.489014
	Iteration 17Q: 3 clusters Score -4372632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -4372649.000000 Penalty: 3439.489014
	Iteration 18Q: 3 clusters Score -4372649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -4372667.000000 Penalty: 3439.489014
	Iteration 19Q: 3 clusters Score -4372667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -4372674.500000 Penalty: 3439.489014
	Iteration 20F: 3 clusters Score -4372674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -4372681.500000 Penalty: 3439.489014
	Iteration 21Q: 3 clusters Score -4372682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -4372687.000000 Penalty: 3439.489014
	Iteration 22Q: 3 clusters Score -4372687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -4372687.000000 Penalty: 3439.489014
	Iteration 23F: 3 clusters Score -4372687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Entering Unmasked Estep 
Score: -595227.062500 Penalty: 1389.036377
	Iteration 0F: 2 clusters Score -595227.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -591141.937500 Penalty: 2778.072754
	Iteration 0F: 3 clusters Score -591141.9 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -592214.687500 Penalty: 2778.072754
	Iteration 1F: 3 clusters Score -592214.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -592401.000000 Penalty: 2778.072754
	Iteration 2F: 3 clusters Score -592401 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -592512.000000 Penalty: 2778.072754
	Iteration 3Q: 3 clusters Score -592512 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -592610.312500 Penalty: 2778.072754
	Iteration 4Q: 3 clusters Score -592610.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -592719.562500 Penalty: 2778.072754
	Iteration 5Q: 3 clusters Score -592719.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -592820.437500 Penalty: 2778.072754
	Iteration 6Q: 3 clusters Score -592820.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -592905.250000 Penalty: 2778.072754
	Iteration 7Q: 3 clusters Score -592905.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -592996.125000 Penalty: 2778.072754
	Iteration 8Q: 3 clusters Score -592996.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -593067.812500 Penalty: 2778.072754
	Iteration 9Q: 3 clusters Score -593067.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -593134.562500 Penalty: 2778.072754
	Iteration 10Q: 3 clusters Score -593134.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -593215.937500 Penalty: 2778.072754
	Iteration 11Q: 3 clusters Score -593215.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -593313.437500 Penalty: 2778.072754
	Iteration 12Q: 3 clusters Score -593313.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -593412.250000 Penalty: 2778.072754
	Iteration 13Q: 3 clusters Score -593412.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -593510.437500 Penalty: 2778.072754
	Iteration 14Q: 3 clusters Score -593510.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -593586.125000 Penalty: 2778.072754
	Iteration 15Q: 3 clusters Score -593586.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -593659.000000 Penalty: 2778.072754
	Iteration 16Q: 3 clusters Score -593659 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -593720.250000 Penalty: 2778.072754
	Iteration 17Q: 3 clusters Score -593720.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -593777.625000 Penalty: 2778.072754
	Iteration 18Q: 3 clusters Score -593777.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -593826.562500 Penalty: 2778.072754
	Iteration 19Q: 3 clusters Score -593826.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -593879.625000 Penalty: 2778.072754
	Iteration 20F: 3 clusters Score -593879.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -593937.250000 Penalty: 2778.072754
	Iteration 21Q: 3 clusters Score -593937.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -593962.500000 Penalty: 2778.072754
	Iteration 22Q: 3 clusters Score -593962.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -593982.937500 Penalty: 2778.072754
	Iteration 23Q: 3 clusters Score -593982.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -593999.562500 Penalty: 2778.072754
	Iteration 24Q: 3 clusters Score -593999.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -594010.125000 Penalty: 2778.072754
	Iteration 25Q: 3 clusters Score -594010.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -594015.875000 Penalty: 2778.072754
	Iteration 26Q: 3 clusters Score -594015.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -594021.250000 Penalty: 2778.072754
	Iteration 27Q: 3 clusters Score -594021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -594026.312500 Penalty: 2778.072754
	Iteration 28Q: 3 clusters Score -594026.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -594034.937500 Penalty: 2778.072754
	Iteration 29Q: 3 clusters Score -594034.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -594042.187500 Penalty: 2778.072754
	Iteration 30Q: 3 clusters Score -594042.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -594047.375000 Penalty: 2778.072754
	Iteration 31Q: 3 clusters Score -594047.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -594052.000000 Penalty: 2778.072754
	Iteration 32Q: 3 clusters Score -594052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -594052.875000 Penalty: 2778.072754
	Iteration 33Q: 3 clusters Score -594052.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -594052.875000 Penalty: 2778.072754
	Iteration 34F: 3 clusters Score -594052.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -138694.875000 Penalty: 1169.339844
	Iteration 0F: 2 clusters Score -138694.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -137054.046875 Penalty: 2338.679688
	Iteration 0F: 3 clusters Score -137054 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -137402.312500 Penalty: 2338.679688
	Iteration 1F: 3 clusters Score -137402.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -137556.312500 Penalty: 2338.679688
	Iteration 2F: 3 clusters Score -137556.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -137640.703125 Penalty: 2338.679688
	Iteration 3F: 3 clusters Score -137640.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137703.031250 Penalty: 2338.679688
	Iteration 4Q: 3 clusters Score -137703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -137765.531250 Penalty: 2338.679688
	Iteration 5Q: 3 clusters Score -137765.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -137817.281250 Penalty: 2338.679688
	Iteration 6Q: 3 clusters Score -137817.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -137867.093750 Penalty: 2338.679688
	Iteration 7Q: 3 clusters Score -137867.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -137933.843750 Penalty: 2338.679688
	Iteration 8Q: 3 clusters Score -137933.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -138016.687500 Penalty: 2338.679688
	Iteration 9Q: 3 clusters Score -138016.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -138073.203125 Penalty: 2338.679688
	Iteration 10Q: 3 clusters Score -138073.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -138116.734375 Penalty: 2338.679688
	Iteration 11Q: 3 clusters Score -138116.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -138139.093750 Penalty: 2338.679688
	Iteration 12Q: 3 clusters Score -138139.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -138157.531250 Penalty: 2338.679688
	Iteration 13Q: 3 clusters Score -138157.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -138177.109375 Penalty: 2338.679688
	Iteration 14Q: 3 clusters Score -138177.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -138196.046875 Penalty: 2338.679688
	Iteration 15Q: 3 clusters Score -138196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -138222.593750 Penalty: 2338.679688
	Iteration 16Q: 3 clusters Score -138222.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -138242.953125 Penalty: 2338.679688
	Iteration 17Q: 3 clusters Score -138243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -138270.375000 Penalty: 2338.679688
	Iteration 18Q: 3 clusters Score -138270.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -138292.828125 Penalty: 2338.679688
	Iteration 19Q: 3 clusters Score -138292.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -138308.015625 Penalty: 2338.679688
	Iteration 20F: 3 clusters Score -138308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -138318.671875 Penalty: 2338.679688
	Iteration 21Q: 3 clusters Score -138318.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -138331.015625 Penalty: 2338.679688
	Iteration 22Q: 3 clusters Score -138331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -138336.375000 Penalty: 2338.679688
	Iteration 23Q: 3 clusters Score -138336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -138340.000000 Penalty: 2338.679688
	Iteration 24Q: 3 clusters Score -138340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -138343.421875 Penalty: 2338.679688
	Iteration 25Q: 3 clusters Score -138343.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -138346.968750 Penalty: 2338.679688
	Iteration 26Q: 3 clusters Score -138347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -138347.906250 Penalty: 2338.679688
	Iteration 27Q: 3 clusters Score -138347.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -138349.218750 Penalty: 2338.679688
	Iteration 28Q: 3 clusters Score -138349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -138350.031250 Penalty: 2338.679688
	Iteration 29Q: 3 clusters Score -138350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -138350.765625 Penalty: 2338.679688
	Iteration 30Q: 3 clusters Score -138350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -138351.281250 Penalty: 2338.679688
	Iteration 31Q: 3 clusters Score -138351.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -138351.281250 Penalty: 2338.679688
	Iteration 32F: 3 clusters Score -138351.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Entering Unmasked Estep 
Score: -6065676.500000 Penalty: 1768.852661
	Iteration 0F: 2 clusters Score -6065676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -6029659.500000 Penalty: 3537.705322
	Iteration 0F: 3 clusters Score -6029660 nChanged 25320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -6044602.000000 Penalty: 3537.705322
	Iteration 1F: 3 clusters Score -6044602 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -6045432.500000 Penalty: 3537.705322
	Iteration 2Q: 3 clusters Score -6045432 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -6046372.500000 Penalty: 3537.705322
	Iteration 3Q: 3 clusters Score -6046372 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -6047610.500000 Penalty: 3537.705322
	Iteration 4Q: 3 clusters Score -6047610 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -6049374.500000 Penalty: 3537.705322
	Iteration 5F: 3 clusters Score -6049374 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -6051590.000000 Penalty: 3537.705322
	Iteration 6F: 3 clusters Score -6051590 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -6053931.000000 Penalty: 3537.705322
	Iteration 7F: 3 clusters Score -6053931 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -6055852.000000 Penalty: 3537.705322
	Iteration 8F: 3 clusters Score -6055852 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -6057100.500000 Penalty: 3537.705322
	Iteration 9Q: 3 clusters Score -6057100 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -6057793.000000 Penalty: 3537.705322
	Iteration 10Q: 3 clusters Score -6057793 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -6058261.000000 Penalty: 3537.705322
	Iteration 11Q: 3 clusters Score -6058261 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -6058649.000000 Penalty: 3537.705322
	Iteration 12Q: 3 clusters Score -6058649 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -6059049.000000 Penalty: 3537.705322
	Iteration 13Q: 3 clusters Score -6059049 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -6059443.000000 Penalty: 3537.705322
	Iteration 14Q: 3 clusters Score -6059443 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -6059881.000000 Penalty: 3537.705322
	Iteration 15Q: 3 clusters Score -6059881 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -6060337.500000 Penalty: 3537.705322
	Iteration 16Q: 3 clusters Score -6060338 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -6060812.000000 Penalty: 3537.705322
	Iteration 17Q: 3 clusters Score -6060812 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -6061325.500000 Penalty: 3537.705322
	Iteration 18Q: 3 clusters Score -6061326 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -6061818.500000 Penalty: 3537.705322
	Iteration 19Q: 3 clusters Score -6061818 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -6062303.000000 Penalty: 3537.705322
	Iteration 20F: 3 clusters Score -6062303 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -6062687.000000 Penalty: 3537.705322
	Iteration 21Q: 3 clusters Score -6062687 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -6063004.500000 Penalty: 3537.705322
	Iteration 22Q: 3 clusters Score -6063004 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -6063267.000000 Penalty: 3537.705322
	Iteration 23Q: 3 clusters Score -6063267 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -6063458.500000 Penalty: 3537.705322
	Iteration 24Q: 3 clusters Score -6063458 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -6063636.500000 Penalty: 3537.705322
	Iteration 25Q: 3 clusters Score -6063636 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -6063750.500000 Penalty: 3537.705322
	Iteration 26Q: 3 clusters Score -6063750 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -6063895.000000 Penalty: 3537.705322
	Iteration 27Q: 3 clusters Score -6063895 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -6063952.000000 Penalty: 3537.705322
	Iteration 28Q: 3 clusters Score -6063952 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -6064026.000000 Penalty: 3537.705322
	Iteration 29Q: 3 clusters Score -6064026 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -6064068.000000 Penalty: 3537.705322
	Iteration 30Q: 3 clusters Score -6064068 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -6064113.500000 Penalty: 3537.705322
	Iteration 31Q: 3 clusters Score -6064114 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -6064142.500000 Penalty: 3537.705322
	Iteration 32Q: 3 clusters Score -6064142 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -6064191.500000 Penalty: 3537.705322
	Iteration 33Q: 3 clusters Score -6064192 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6064207.000000 Penalty: 3537.705322
	Iteration 34Q: 3 clusters Score -6064207 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6064230.000000 Penalty: 3537.705322
	Iteration 35Q: 3 clusters Score -6064230 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -6064246.000000 Penalty: 3537.705322
	Iteration 36Q: 3 clusters Score -6064246 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -6064271.500000 Penalty: 3537.705322
	Iteration 37Q: 3 clusters Score -6064272 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6064285.500000 Penalty: 3537.705322
	Iteration 38Q: 3 clusters Score -6064286 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6064317.500000 Penalty: 3537.705322
	Iteration 39Q: 3 clusters Score -6064318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6064334.500000 Penalty: 3537.705322
	Iteration 40F: 3 clusters Score -6064334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6064357.000000 Penalty: 3537.705322
	Iteration 41Q: 3 clusters Score -6064357 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6064374.000000 Penalty: 3537.705322
	Iteration 42Q: 3 clusters Score -6064374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6064400.500000 Penalty: 3537.705322
	Iteration 43Q: 3 clusters Score -6064400 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6064414.500000 Penalty: 3537.705322
	Iteration 44Q: 3 clusters Score -6064414 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6064427.000000 Penalty: 3537.705322
	Iteration 45Q: 3 clusters Score -6064427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6064445.500000 Penalty: 3537.705322
	Iteration 46Q: 3 clusters Score -6064446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6064452.000000 Penalty: 3537.705322
	Iteration 47Q: 3 clusters Score -6064452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6064470.500000 Penalty: 3537.705322
	Iteration 48Q: 3 clusters Score -6064470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6064494.000000 Penalty: 3537.705322
	Iteration 49Q: 3 clusters Score -6064494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6064477.500000 Penalty: 3537.705322
	Iteration 50Q: 3 clusters Score -6064478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6064491.500000 Penalty: 3537.705322
	Iteration 51Q: 3 clusters Score -6064492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6064499.500000 Penalty: 3537.705322
	Iteration 52Q: 3 clusters Score -6064500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6064498.500000 Penalty: 3537.705322
	Iteration 53Q: 3 clusters Score -6064498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6064513.000000 Penalty: 3537.705322
	Iteration 54Q: 3 clusters Score -6064513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6064524.000000 Penalty: 3537.705322
	Iteration 55Q: 3 clusters Score -6064524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51611 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6064516.000000 Penalty: 3537.705322
	Iteration 56Q: 3 clusters Score -6064516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6064518.000000 Penalty: 3537.705322
	Iteration 57Q: 3 clusters Score -6064518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6064523.000000 Penalty: 3537.705322
	Iteration 58Q: 3 clusters Score -6064523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6064522.500000 Penalty: 3537.705322
	Iteration 59Q: 3 clusters Score -6064522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6064525.000000 Penalty: 3537.705322
	Iteration 60F: 3 clusters Score -6064525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6064533.000000 Penalty: 3537.705322
	Iteration 61Q: 3 clusters Score -6064533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6064531.500000 Penalty: 3537.705322
	Iteration 62Q: 3 clusters Score -6064532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6064540.500000 Penalty: 3537.705322
	Iteration 63Q: 3 clusters Score -6064540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6064536.000000 Penalty: 3537.705322
	Iteration 64Q: 3 clusters Score -6064536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6064535.500000 Penalty: 3537.705322
	Iteration 65Q: 3 clusters Score -6064536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6064534.500000 Penalty: 3537.705322
	Iteration 66Q: 3 clusters Score -6064534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6064532.500000 Penalty: 3537.705322
	Iteration 67Q: 3 clusters Score -6064532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6064528.500000 Penalty: 3537.705322
	Iteration 68Q: 3 clusters Score -6064528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6064521.000000 Penalty: 3537.705322
	Iteration 69Q: 3 clusters Score -6064521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6064521.000000 Penalty: 3537.705322
	Iteration 70F: 3 clusters Score -6064521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93930 members 
Entering Unmasked Estep 
Score: -10644393.000000 Penalty: 1860.674561
	Iteration 0F: 2 clusters Score -1.064439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -10581978.000000 Penalty: 3721.349121
	Iteration 0F: 3 clusters Score -1.058198e+07 nChanged 44869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -10608032.000000 Penalty: 3721.349121
	Iteration 1F: 3 clusters Score -1.060803e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -10608830.000000 Penalty: 3721.349121
	Iteration 2Q: 3 clusters Score -1.060883e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -10609826.000000 Penalty: 3721.349121
	Iteration 3Q: 3 clusters Score -1.060983e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -10611018.000000 Penalty: 3721.349121
	Iteration 4Q: 3 clusters Score -1.061102e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -10612377.000000 Penalty: 3721.349121
	Iteration 5Q: 3 clusters Score -1.061238e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -10613891.000000 Penalty: 3721.349121
	Iteration 6Q: 3 clusters Score -1.061389e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -10615947.000000 Penalty: 3721.349121
	Iteration 7Q: 3 clusters Score -1.061595e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -10618337.000000 Penalty: 3721.349121
	Iteration 8Q: 3 clusters Score -1.061834e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -10621477.000000 Penalty: 3721.349121
	Iteration 9F: 3 clusters Score -1.062148e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -10625112.000000 Penalty: 3721.349121
	Iteration 10F: 3 clusters Score -1.062511e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -10628456.000000 Penalty: 3721.349121
	Iteration 11F: 3 clusters Score -1.062846e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -10631231.000000 Penalty: 3721.349121
	Iteration 12Q: 3 clusters Score -1.063123e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -10633103.000000 Penalty: 3721.349121
	Iteration 13Q: 3 clusters Score -1.06331e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -10634237.000000 Penalty: 3721.349121
	Iteration 14Q: 3 clusters Score -1.063424e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -10634956.000000 Penalty: 3721.349121
	Iteration 15Q: 3 clusters Score -1.063496e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -10635557.000000 Penalty: 3721.349121
	Iteration 16Q: 3 clusters Score -1.063556e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -10636138.000000 Penalty: 3721.349121
	Iteration 17Q: 3 clusters Score -1.063614e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -10636665.000000 Penalty: 3721.349121
	Iteration 18Q: 3 clusters Score -1.063666e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -10637178.000000 Penalty: 3721.349121
	Iteration 19Q: 3 clusters Score -1.063718e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -10637690.000000 Penalty: 3721.349121
	Iteration 20F: 3 clusters Score -1.063769e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -10638231.000000 Penalty: 3721.349121
	Iteration 21Q: 3 clusters Score -1.063823e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -10638610.000000 Penalty: 3721.349121
	Iteration 22Q: 3 clusters Score -1.063861e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73799 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -10639051.000000 Penalty: 3721.349121
	Iteration 23Q: 3 clusters Score -1.063905e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74740 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -10639478.000000 Penalty: 3721.349121
	Iteration 24Q: 3 clusters Score -1.063948e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75602 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -10639797.000000 Penalty: 3721.349121
	Iteration 25Q: 3 clusters Score -1.06398e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -10640067.000000 Penalty: 3721.349121
	Iteration 26Q: 3 clusters Score -1.064007e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -10640325.000000 Penalty: 3721.349121
	Iteration 27Q: 3 clusters Score -1.064032e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -10640592.000000 Penalty: 3721.349121
	Iteration 28Q: 3 clusters Score -1.064059e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78517 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -10640870.000000 Penalty: 3721.349121
	Iteration 29Q: 3 clusters Score -1.064087e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -10641100.000000 Penalty: 3721.349121
	Iteration 30Q: 3 clusters Score -1.06411e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79823 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -10641272.000000 Penalty: 3721.349121
	Iteration 31Q: 3 clusters Score -1.064127e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -10641484.000000 Penalty: 3721.349121
	Iteration 32Q: 3 clusters Score -1.064148e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -10641689.000000 Penalty: 3721.349121
	Iteration 33Q: 3 clusters Score -1.064169e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81471 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -10641803.000000 Penalty: 3721.349121
	Iteration 34Q: 3 clusters Score -1.06418e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -10641930.000000 Penalty: 3721.349121
	Iteration 35Q: 3 clusters Score -1.064193e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82383 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -10642016.000000 Penalty: 3721.349121
	Iteration 36Q: 3 clusters Score -1.064202e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82797 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -10642156.000000 Penalty: 3721.349121
	Iteration 37Q: 3 clusters Score -1.064216e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -10642237.000000 Penalty: 3721.349121
	Iteration 38Q: 3 clusters Score -1.064224e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83542 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -10642341.000000 Penalty: 3721.349121
	Iteration 39Q: 3 clusters Score -1.064234e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83847 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -10642376.000000 Penalty: 3721.349121
	Iteration 40F: 3 clusters Score -1.064238e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84149 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -10642433.000000 Penalty: 3721.349121
	Iteration 41Q: 3 clusters Score -1.064243e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84429 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -10642483.000000 Penalty: 3721.349121
	Iteration 42Q: 3 clusters Score -1.064248e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -10642539.000000 Penalty: 3721.349121
	Iteration 43Q: 3 clusters Score -1.064254e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -10642531.000000 Penalty: 3721.349121
	Iteration 44Q: 3 clusters Score -1.064253e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -10642590.000000 Penalty: 3721.349121
	Iteration 45Q: 3 clusters Score -1.064259e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -10642615.000000 Penalty: 3721.349121
	Iteration 46Q: 3 clusters Score -1.064262e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -10642645.000000 Penalty: 3721.349121
	Iteration 47Q: 3 clusters Score -1.064264e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -10642650.000000 Penalty: 3721.349121
	Iteration 48Q: 3 clusters Score -1.064265e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85955 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -10642688.000000 Penalty: 3721.349121
	Iteration 49Q: 3 clusters Score -1.064269e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -10642711.000000 Penalty: 3721.349121
	Iteration 50Q: 3 clusters Score -1.064271e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86303 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -10642723.000000 Penalty: 3721.349121
	Iteration 51Q: 3 clusters Score -1.064272e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86458 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -10642735.000000 Penalty: 3721.349121
	Iteration 52Q: 3 clusters Score -1.064274e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86638 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -10642757.000000 Penalty: 3721.349121
	Iteration 53Q: 3 clusters Score -1.064276e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86812 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -10642745.000000 Penalty: 3721.349121
	Iteration 54Q: 3 clusters Score -1.064274e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -10642792.000000 Penalty: 3721.349121
	Iteration 55Q: 3 clusters Score -1.064279e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87141 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -10642830.000000 Penalty: 3721.349121
	Iteration 56Q: 3 clusters Score -1.064283e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87296 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -10642865.000000 Penalty: 3721.349121
	Iteration 57Q: 3 clusters Score -1.064286e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87422 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -10642909.000000 Penalty: 3721.349121
	Iteration 58Q: 3 clusters Score -1.064291e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87531 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -10642921.000000 Penalty: 3721.349121
	Iteration 59Q: 3 clusters Score -1.064292e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87643 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -10642920.000000 Penalty: 3721.349121
	Iteration 60F: 3 clusters Score -1.064292e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87754 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -10642922.000000 Penalty: 3721.349121
	Iteration 61Q: 3 clusters Score -1.064292e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87850 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -10642950.000000 Penalty: 3721.349121
	Iteration 62Q: 3 clusters Score -1.064295e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -10642961.000000 Penalty: 3721.349121
	Iteration 63Q: 3 clusters Score -1.064296e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88073 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -10642996.000000 Penalty: 3721.349121
	Iteration 64Q: 3 clusters Score -1.0643e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -10642977.000000 Penalty: 3721.349121
	Iteration 65Q: 3 clusters Score -1.064298e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -10643025.000000 Penalty: 3721.349121
	Iteration 66Q: 3 clusters Score -1.064302e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -10643037.000000 Penalty: 3721.349121
	Iteration 67Q: 3 clusters Score -1.064304e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88481 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -10643044.000000 Penalty: 3721.349121
	Iteration 68Q: 3 clusters Score -1.064304e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88551 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -10643060.000000 Penalty: 3721.349121
	Iteration 69Q: 3 clusters Score -1.064306e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -10643086.000000 Penalty: 3721.349121
	Iteration 70Q: 3 clusters Score -1.064309e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88702 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -10643101.000000 Penalty: 3721.349121
	Iteration 71Q: 3 clusters Score -1.06431e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -10643091.000000 Penalty: 3721.349121
	Iteration 72Q: 3 clusters Score -1.064309e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88834 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -10643088.000000 Penalty: 3721.349121
	Iteration 73Q: 3 clusters Score -1.064309e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -10643087.000000 Penalty: 3721.349121
	Iteration 74Q: 3 clusters Score -1.064309e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -10643096.000000 Penalty: 3721.349121
	Iteration 75Q: 3 clusters Score -1.06431e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -10643111.000000 Penalty: 3721.349121
	Iteration 76Q: 3 clusters Score -1.064311e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89066 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -10643114.000000 Penalty: 3721.349121
	Iteration 77Q: 3 clusters Score -1.064311e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89111 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -10643122.000000 Penalty: 3721.349121
	Iteration 78Q: 3 clusters Score -1.064312e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89155 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -10643123.000000 Penalty: 3721.349121
	Iteration 79Q: 3 clusters Score -1.064312e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89189 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -10643138.000000 Penalty: 3721.349121
	Iteration 80F: 3 clusters Score -1.064314e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89219 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -10643155.000000 Penalty: 3721.349121
	Iteration 81Q: 3 clusters Score -1.064316e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -10643146.000000 Penalty: 3721.349121
	Iteration 82Q: 3 clusters Score -1.064315e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -10643152.000000 Penalty: 3721.349121
	Iteration 83Q: 3 clusters Score -1.064315e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89297 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -10643155.000000 Penalty: 3721.349121
	Iteration 84Q: 3 clusters Score -1.064316e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -10643175.000000 Penalty: 3721.349121
	Iteration 85Q: 3 clusters Score -1.064318e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -10643182.000000 Penalty: 3721.349121
	Iteration 86Q: 3 clusters Score -1.064318e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89375 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -10643185.000000 Penalty: 3721.349121
	Iteration 87Q: 3 clusters Score -1.064318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89390 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -10643178.000000 Penalty: 3721.349121
	Iteration 88Q: 3 clusters Score -1.064318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -10643168.000000 Penalty: 3721.349121
	Iteration 89Q: 3 clusters Score -1.064317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -10643169.000000 Penalty: 3721.349121
	Iteration 90Q: 3 clusters Score -1.064317e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89434 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -10643179.000000 Penalty: 3721.349121
	Iteration 91Q: 3 clusters Score -1.064318e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -10643174.000000 Penalty: 3721.349121
	Iteration 92Q: 3 clusters Score -1.064317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -10643171.000000 Penalty: 3721.349121
	Iteration 93Q: 3 clusters Score -1.064317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -10643186.000000 Penalty: 3721.349121
	Iteration 94Q: 3 clusters Score -1.064319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89482 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -10643186.000000 Penalty: 3721.349121
	Iteration 95Q: 3 clusters Score -1.064319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89491 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -10643186.000000 Penalty: 3721.349121
	Iteration 96Q: 3 clusters Score -1.064319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89506 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -10643178.000000 Penalty: 3721.349121
	Iteration 97Q: 3 clusters Score -1.064318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89522 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -10643183.000000 Penalty: 3721.349121
	Iteration 98Q: 3 clusters Score -1.064318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -10643195.000000 Penalty: 3721.349121
	Iteration 99Q: 3 clusters Score -1.06432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -10643193.000000 Penalty: 3721.349121
	Iteration 100F: 3 clusters Score -1.064319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89563 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -10643195.000000 Penalty: 3721.349121
	Iteration 101Q: 3 clusters Score -1.06432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89574 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -10643195.000000 Penalty: 3721.349121
	Iteration 102Q: 3 clusters Score -1.06432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -10643199.000000 Penalty: 3721.349121
	Iteration 103Q: 3 clusters Score -1.06432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89593 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -10643208.000000 Penalty: 3721.349121
	Iteration 104Q: 3 clusters Score -1.064321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89603 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -10643198.000000 Penalty: 3721.349121
	Iteration 105Q: 3 clusters Score -1.06432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89612 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -10643211.000000 Penalty: 3721.349121
	Iteration 106Q: 3 clusters Score -1.064321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89622 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -10643211.000000 Penalty: 3721.349121
	Iteration 107Q: 3 clusters Score -1.064321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89630 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -10643208.000000 Penalty: 3721.349121
	Iteration 108Q: 3 clusters Score -1.064321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89632 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -10643207.000000 Penalty: 3721.349121
	Iteration 109Q: 3 clusters Score -1.064321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -10643203.000000 Penalty: 3721.349121
	Iteration 110Q: 3 clusters Score -1.06432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -10643207.000000 Penalty: 3721.349121
	Iteration 111Q: 3 clusters Score -1.064321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -10643205.000000 Penalty: 3721.349121
	Iteration 112Q: 3 clusters Score -1.06432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89641 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -10643208.000000 Penalty: 3721.349121
	Iteration 113Q: 3 clusters Score -1.064321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89646 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -10643201.000000 Penalty: 3721.349121
	Iteration 114Q: 3 clusters Score -1.06432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89651 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -10643202.000000 Penalty: 3721.349121
	Iteration 115Q: 3 clusters Score -1.06432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89655 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -10643202.000000 Penalty: 3721.349121
	Iteration 116Q: 3 clusters Score -1.06432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -10643204.000000 Penalty: 3721.349121
	Iteration 117Q: 3 clusters Score -1.06432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -10643200.000000 Penalty: 3721.349121
	Iteration 118Q: 3 clusters Score -1.06432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -10643197.000000 Penalty: 3721.349121
	Iteration 119Q: 3 clusters Score -1.06432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89665 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -10643192.000000 Penalty: 3721.349121
	Iteration 120F: 3 clusters Score -1.064319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89669 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -10643202.000000 Penalty: 3721.349121
	Iteration 121Q: 3 clusters Score -1.06432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -10643206.000000 Penalty: 3721.349121
	Iteration 122Q: 3 clusters Score -1.064321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89681 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -10643209.000000 Penalty: 3721.349121
	Iteration 123Q: 3 clusters Score -1.064321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -10643197.000000 Penalty: 3721.349121
	Iteration 124Q: 3 clusters Score -1.06432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89692 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -10643207.000000 Penalty: 3721.349121
	Iteration 125Q: 3 clusters Score -1.064321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -10643201.000000 Penalty: 3721.349121
	Iteration 126Q: 3 clusters Score -1.06432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89696 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -10643207.000000 Penalty: 3721.349121
	Iteration 127Q: 3 clusters Score -1.064321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89700 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -10643211.000000 Penalty: 3721.349121
	Iteration 128Q: 3 clusters Score -1.064321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89708 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -10643204.000000 Penalty: 3721.349121
	Iteration 129Q: 3 clusters Score -1.06432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -10643207.000000 Penalty: 3721.349121
	Iteration 130Q: 3 clusters Score -1.064321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89728 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -10643216.000000 Penalty: 3721.349121
	Iteration 131Q: 3 clusters Score -1.064322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -10643204.000000 Penalty: 3721.349121
	Iteration 132Q: 3 clusters Score -1.06432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89749 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -10643207.000000 Penalty: 3721.349121
	Iteration 133Q: 3 clusters Score -1.064321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89756 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -10643208.000000 Penalty: 3721.349121
	Iteration 134Q: 3 clusters Score -1.064321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -10643217.000000 Penalty: 3721.349121
	Iteration 135Q: 3 clusters Score -1.064322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89778 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -10643209.000000 Penalty: 3721.349121
	Iteration 136Q: 3 clusters Score -1.064321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89795 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -10643224.000000 Penalty: 3721.349121
	Iteration 137Q: 3 clusters Score -1.064322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89817 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -10643228.000000 Penalty: 3721.349121
	Iteration 138Q: 3 clusters Score -1.064323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89832 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -10643240.000000 Penalty: 3721.349121
	Iteration 139Q: 3 clusters Score -1.064324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -10643229.000000 Penalty: 3721.349121
	Iteration 140F: 3 clusters Score -1.064323e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -10643242.000000 Penalty: 3721.349121
	Iteration 141Q: 3 clusters Score -1.064324e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89904 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -10643244.000000 Penalty: 3721.349121
	Iteration 142Q: 3 clusters Score -1.064324e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -10643252.000000 Penalty: 3721.349121
	Iteration 143Q: 3 clusters Score -1.064325e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -10643232.000000 Penalty: 3721.349121
	Iteration 144Q: 3 clusters Score -1.064323e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -10643235.000000 Penalty: 3721.349121
	Iteration 145Q: 3 clusters Score -1.064324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -10643224.000000 Penalty: 3721.349121
	Iteration 146Q: 3 clusters Score -1.064322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89998 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -10643235.000000 Penalty: 3721.349121
	Iteration 147Q: 3 clusters Score -1.064324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -10643239.000000 Penalty: 3721.349121
	Iteration 148Q: 3 clusters Score -1.064324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90019 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -10643239.000000 Penalty: 3721.349121
	Iteration 149Q: 3 clusters Score -1.064324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90023 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -10643234.000000 Penalty: 3721.349121
	Iteration 150Q: 3 clusters Score -1.064323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -10643237.000000 Penalty: 3721.349121
	Iteration 151Q: 3 clusters Score -1.064324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -10643223.000000 Penalty: 3721.349121
	Iteration 152Q: 3 clusters Score -1.064322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90048 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -10643237.000000 Penalty: 3721.349121
	Iteration 153Q: 3 clusters Score -1.064324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90059 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -10643247.000000 Penalty: 3721.349121
	Iteration 154Q: 3 clusters Score -1.064325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -10643242.000000 Penalty: 3721.349121
	Iteration 155Q: 3 clusters Score -1.064324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90083 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -10643244.000000 Penalty: 3721.349121
	Iteration 156Q: 3 clusters Score -1.064324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -10643251.000000 Penalty: 3721.349121
	Iteration 157Q: 3 clusters Score -1.064325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -10643253.000000 Penalty: 3721.349121
	Iteration 158Q: 3 clusters Score -1.064325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -10643261.000000 Penalty: 3721.349121
	Iteration 159Q: 3 clusters Score -1.064326e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -10643262.000000 Penalty: 3721.349121
	Iteration 160F: 3 clusters Score -1.064326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -10643270.000000 Penalty: 3721.349121
	Iteration 161Q: 3 clusters Score -1.064327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -10643275.000000 Penalty: 3721.349121
	Iteration 162Q: 3 clusters Score -1.064328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -10643276.000000 Penalty: 3721.349121
	Iteration 163Q: 3 clusters Score -1.064328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -10643275.000000 Penalty: 3721.349121
	Iteration 164Q: 3 clusters Score -1.064328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -10643280.000000 Penalty: 3721.349121
	Iteration 165Q: 3 clusters Score -1.064328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90198 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -10643283.000000 Penalty: 3721.349121
	Iteration 166Q: 3 clusters Score -1.064328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90202 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -10643274.000000 Penalty: 3721.349121
	Iteration 167Q: 3 clusters Score -1.064327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90202 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -10643266.000000 Penalty: 3721.349121
	Iteration 168Q: 3 clusters Score -1.064327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -10643268.000000 Penalty: 3721.349121
	Iteration 169Q: 3 clusters Score -1.064327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -10643277.000000 Penalty: 3721.349121
	Iteration 170Q: 3 clusters Score -1.064328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -10643277.000000 Penalty: 3721.349121
	Iteration 171F: 3 clusters Score -1.064328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Entering Unmasked Estep 
Score: -432148.031250 Penalty: 1346.518799
	Iteration 0F: 2 clusters Score -432148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -428827.125000 Penalty: 2693.037598
	Iteration 0F: 3 clusters Score -428827.1 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -429700.843750 Penalty: 2693.037598
	Iteration 1F: 3 clusters Score -429700.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -429892.093750 Penalty: 2693.037598
	Iteration 2F: 3 clusters Score -429892.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -430018.250000 Penalty: 2693.037598
	Iteration 3F: 3 clusters Score -430018.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -430148.156250 Penalty: 2693.037598
	Iteration 4Q: 3 clusters Score -430148.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -430292.375000 Penalty: 2693.037598
	Iteration 5Q: 3 clusters Score -430292.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -430427.437500 Penalty: 2693.037598
	Iteration 6Q: 3 clusters Score -430427.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -430537.687500 Penalty: 2693.037598
	Iteration 7Q: 3 clusters Score -430537.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -430631.625000 Penalty: 2693.037598
	Iteration 8Q: 3 clusters Score -430631.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -430715.968750 Penalty: 2693.037598
	Iteration 9Q: 3 clusters Score -430716 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -430791.312500 Penalty: 2693.037598
	Iteration 10Q: 3 clusters Score -430791.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -430862.375000 Penalty: 2693.037598
	Iteration 11Q: 3 clusters Score -430862.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -430915.625000 Penalty: 2693.037598
	Iteration 12Q: 3 clusters Score -430915.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -430958.468750 Penalty: 2693.037598
	Iteration 13Q: 3 clusters Score -430958.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -430988.281250 Penalty: 2693.037598
	Iteration 14Q: 3 clusters Score -430988.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -431014.312500 Penalty: 2693.037598
	Iteration 15Q: 3 clusters Score -431014.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -431038.187500 Penalty: 2693.037598
	Iteration 16Q: 3 clusters Score -431038.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -431061.312500 Penalty: 2693.037598
	Iteration 17Q: 3 clusters Score -431061.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -431082.375000 Penalty: 2693.037598
	Iteration 18Q: 3 clusters Score -431082.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -431100.500000 Penalty: 2693.037598
	Iteration 19Q: 3 clusters Score -431100.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -431114.218750 Penalty: 2693.037598
	Iteration 20F: 3 clusters Score -431114.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -431128.968750 Penalty: 2693.037598
	Iteration 21Q: 3 clusters Score -431129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -431139.156250 Penalty: 2693.037598
	Iteration 22Q: 3 clusters Score -431139.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -431145.875000 Penalty: 2693.037598
	Iteration 23Q: 3 clusters Score -431145.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -431152.875000 Penalty: 2693.037598
	Iteration 24Q: 3 clusters Score -431152.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -431161.250000 Penalty: 2693.037598
	Iteration 25Q: 3 clusters Score -431161.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -431171.281250 Penalty: 2693.037598
	Iteration 26Q: 3 clusters Score -431171.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -431179.062500 Penalty: 2693.037598
	Iteration 27Q: 3 clusters Score -431179.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -431189.468750 Penalty: 2693.037598
	Iteration 28Q: 3 clusters Score -431189.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -431199.812500 Penalty: 2693.037598
	Iteration 29Q: 3 clusters Score -431199.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -431206.031250 Penalty: 2693.037598
	Iteration 30Q: 3 clusters Score -431206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -431217.468750 Penalty: 2693.037598
	Iteration 31Q: 3 clusters Score -431217.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -431224.281250 Penalty: 2693.037598
	Iteration 32Q: 3 clusters Score -431224.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -431228.906250 Penalty: 2693.037598
	Iteration 33Q: 3 clusters Score -431228.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -431234.000000 Penalty: 2693.037598
	Iteration 34Q: 3 clusters Score -431234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -431237.531250 Penalty: 2693.037598
	Iteration 35Q: 3 clusters Score -431237.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -431240.125000 Penalty: 2693.037598
	Iteration 36Q: 3 clusters Score -431240.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -431241.718750 Penalty: 2693.037598
	Iteration 37Q: 3 clusters Score -431241.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -431242.750000 Penalty: 2693.037598
	Iteration 38Q: 3 clusters Score -431242.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -431243.750000 Penalty: 2693.037598
	Iteration 39Q: 3 clusters Score -431243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -431243.718750 Penalty: 2693.037598
	Iteration 40F: 3 clusters Score -431243.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 95101 members 
Mstep: Class 3 contains 20228 members 
Mstep: Class 4 contains 9697 members 
Mstep: Class 5 contains 16303 members 
Mstep: Class 6 contains 99885 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 169768 members 
Mstep: Class 9 contains 43887 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 96076 members 
Mstep: Class 12 contains 83207 members 
Mstep: Class 13 contains 3247 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 16998 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 39460 members 
Mstep: Class 18 contains 5156 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 53383 members 
Mstep: Class 21 contains 93930 members 
Mstep: Class 22 contains 3969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091880.000000 Penalty: 49056.292969
Iteration 79Q: 23 clusters Score -1.020919e+08 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 94832 members 
Mstep: Class 3 contains 20232 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 16309 members 
Mstep: Class 6 contains 100213 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 170125 members 
Mstep: Class 9 contains 44216 members 
Mstep: Class 10 contains 494 members 
Mstep: Class 11 contains 96056 members 
Mstep: Class 12 contains 83094 members 
Mstep: Class 13 contains 3246 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 17503 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 39473 members 
Mstep: Class 18 contains 5155 members 
Mstep: Class 19 contains 1333 members 
Mstep: Class 20 contains 52137 members 
Mstep: Class 21 contains 93976 members 
Mstep: Class 22 contains 3977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092008.000000 Penalty: 49056.292969
Iteration 80F: 23 clusters Score -1.02092e+08 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 94612 members 
Mstep: Class 3 contains 20239 members 
Mstep: Class 4 contains 9708 members 
Mstep: Class 5 contains 16310 members 
Mstep: Class 6 contains 100546 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 170478 members 
Mstep: Class 9 contains 44532 members 
Mstep: Class 10 contains 494 members 
Mstep: Class 11 contains 96058 members 
Mstep: Class 12 contains 82936 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 18034 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 39501 members 
Mstep: Class 18 contains 5151 members 
Mstep: Class 19 contains 1333 members 
Mstep: Class 20 contains 50879 members 
Mstep: Class 21 contains 94012 members 
Mstep: Class 22 contains 3984 members 
Entering Unmasked Estep 
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Iteration 81Q: 23 clusters Score -1.020921e+08 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 94441 members 
Mstep: Class 3 contains 20229 members 
Mstep: Class 4 contains 9704 members 
Mstep: Class 5 contains 16305 members 
Mstep: Class 6 contains 100831 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 170803 members 
Mstep: Class 9 contains 44856 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 96053 members 
Mstep: Class 12 contains 82789 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 18537 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 39530 members 
Mstep: Class 18 contains 5151 members 
Mstep: Class 19 contains 1333 members 
Mstep: Class 20 contains 49709 members 
Mstep: Class 21 contains 94021 members 
Mstep: Class 22 contains 3991 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 23 clusters Score -1.020922e+08 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 94280 members 
Mstep: Class 3 contains 20220 members 
Mstep: Class 4 contains 9702 members 
Mstep: Class 5 contains 16305 members 
Mstep: Class 6 contains 101080 members 
Mstep: Class 7 contains 4060 members 
Mstep: Class 8 contains 171110 members 
Mstep: Class 9 contains 45173 members 
Mstep: Class 10 contains 496 members 
Mstep: Class 11 contains 96034 members 
Mstep: Class 12 contains 82677 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 4323 members 
Mstep: Class 15 contains 19041 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 39565 members 
Mstep: Class 18 contains 5151 members 
Mstep: Class 19 contains 1332 members 
Mstep: Class 20 contains 48598 members 
Mstep: Class 21 contains 93998 members 
Mstep: Class 22 contains 3999 members 
Entering Unmasked Estep 
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Score: -102092136.000000 Penalty: 49056.292969
Iteration 83Q: 23 clusters Score -1.020921e+08 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 94165 members 
Mstep: Class 3 contains 20215 members 
Mstep: Class 4 contains 9712 members 
Mstep: Class 5 contains 16293 members 
Mstep: Class 6 contains 101246 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 171476 members 
Mstep: Class 9 contains 45497 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 95990 members 
Mstep: Class 12 contains 82627 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 4322 members 
Mstep: Class 15 contains 19547 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 39582 members 
Mstep: Class 18 contains 5150 members 
Mstep: Class 19 contains 1332 members 
Mstep: Class 20 contains 47550 members 
Mstep: Class 21 contains 93875 members 
Mstep: Class 22 contains 4012 members 
Entering Unmasked Estep 
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Iteration 84Q: 23 clusters Score -1.020923e+08 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 94074 members 
Mstep: Class 3 contains 20216 members 
Mstep: Class 4 contains 9722 members 
Mstep: Class 5 contains 16284 members 
Mstep: Class 6 contains 101384 members 
Mstep: Class 7 contains 4040 members 
Mstep: Class 8 contains 171834 members 
Mstep: Class 9 contains 45834 members 
Mstep: Class 10 contains 494 members 
Mstep: Class 11 contains 95964 members 
Mstep: Class 12 contains 82566 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 4322 members 
Mstep: Class 15 contains 20043 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 39599 members 
Mstep: Class 18 contains 5147 members 
Mstep: Class 19 contains 1331 members 
Mstep: Class 20 contains 46553 members 
Mstep: Class 21 contains 93695 members 
Mstep: Class 22 contains 4024 members 
Entering Unmasked Estep 
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Score: -102092512.000000 Penalty: 49056.292969
Iteration 85Q: 23 clusters Score -1.020925e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 93966 members 
Mstep: Class 3 contains 20204 members 
Mstep: Class 4 contains 9731 members 
Mstep: Class 5 contains 16279 members 
Mstep: Class 6 contains 101509 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 172220 members 
Mstep: Class 9 contains 46124 members 
Mstep: Class 10 contains 494 members 
Mstep: Class 11 contains 95936 members 
Mstep: Class 12 contains 82561 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 4323 members 
Mstep: Class 15 contains 20546 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 39628 members 
Mstep: Class 18 contains 5141 members 
Mstep: Class 19 contains 1332 members 
Mstep: Class 20 contains 45540 members 
Mstep: Class 21 contains 93515 members 
Mstep: Class 22 contains 4037 members 
Entering Unmasked Estep 
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Iteration 86Q: 23 clusters Score -1.02093e+08 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 93867 members 
Mstep: Class 3 contains 20171 members 
Mstep: Class 4 contains 9726 members 
Mstep: Class 5 contains 16282 members 
Mstep: Class 6 contains 101597 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 172553 members 
Mstep: Class 9 contains 46394 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 95892 members 
Mstep: Class 12 contains 82579 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 4325 members 
Mstep: Class 15 contains 21076 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 39661 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 1331 members 
Mstep: Class 20 contains 44588 members 
Mstep: Class 21 contains 93354 members 
Mstep: Class 22 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093216.000000 Penalty: 49056.292969
Iteration 87Q: 23 clusters Score -1.020932e+08 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 93821 members 
Mstep: Class 3 contains 20137 members 
Mstep: Class 4 contains 9729 members 
Mstep: Class 5 contains 16285 members 
Mstep: Class 6 contains 101663 members 
Mstep: Class 7 contains 4029 members 
Mstep: Class 8 contains 172846 members 
Mstep: Class 9 contains 46636 members 
Mstep: Class 10 contains 489 members 
Mstep: Class 11 contains 95841 members 
Mstep: Class 12 contains 82587 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 4320 members 
Mstep: Class 15 contains 21593 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 39696 members 
Mstep: Class 18 contains 5140 members 
Mstep: Class 19 contains 1330 members 
Mstep: Class 20 contains 43687 members 
Mstep: Class 21 contains 93217 members 
Mstep: Class 22 contains 4051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093504.000000 Penalty: 49056.292969
Iteration 88Q: 23 clusters Score -1.020935e+08 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 93763 members 
Mstep: Class 3 contains 20103 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 16288 members 
Mstep: Class 6 contains 101698 members 
Mstep: Class 7 contains 4021 members 
Mstep: Class 8 contains 173184 members 
Mstep: Class 9 contains 46851 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 95785 members 
Mstep: Class 12 contains 82619 members 
Mstep: Class 13 contains 3217 members 
Mstep: Class 14 contains 4316 members 
Mstep: Class 15 contains 22078 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 39725 members 
Mstep: Class 18 contains 5141 members 
Mstep: Class 19 contains 1330 members 
Mstep: Class 20 contains 42800 members 
Mstep: Class 21 contains 93095 members 
Mstep: Class 22 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093840.000000 Penalty: 49056.292969
Iteration 89Q: 23 clusters Score -1.020938e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 93693 members 
Mstep: Class 3 contains 20069 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 16299 members 
Mstep: Class 6 contains 101752 members 
Mstep: Class 7 contains 4012 members 
Mstep: Class 8 contains 173502 members 
Mstep: Class 9 contains 47042 members 
Mstep: Class 10 contains 488 members 
Mstep: Class 11 contains 95748 members 
Mstep: Class 12 contains 82632 members 
Mstep: Class 13 contains 3211 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 22517 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 39758 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 1329 members 
Mstep: Class 20 contains 41980 members 
Mstep: Class 21 contains 92973 members 
Mstep: Class 22 contains 4075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094280.000000 Penalty: 49056.292969
Iteration 90Q: 23 clusters Score -1.020943e+08 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 93670 members 
Mstep: Class 3 contains 20040 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 16299 members 
Mstep: Class 6 contains 101778 members 
Mstep: Class 7 contains 4006 members 
Mstep: Class 8 contains 173746 members 
Mstep: Class 9 contains 47209 members 
Mstep: Class 10 contains 489 members 
Mstep: Class 11 contains 95733 members 
Mstep: Class 12 contains 82620 members 
Mstep: Class 13 contains 3203 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 22979 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 39785 members 
Mstep: Class 18 contains 5139 members 
Mstep: Class 19 contains 1328 members 
Mstep: Class 20 contains 41186 members 
Mstep: Class 21 contains 92884 members 
Mstep: Class 22 contains 4088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094648.000000 Penalty: 49056.292969
Iteration 91Q: 23 clusters Score -1.020946e+08 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 93647 members 
Mstep: Class 3 contains 19989 members 
Mstep: Class 4 contains 9749 members 
Mstep: Class 5 contains 16286 members 
Mstep: Class 6 contains 101779 members 
Mstep: Class 7 contains 3997 members 
Mstep: Class 8 contains 173996 members 
Mstep: Class 9 contains 47355 members 
Mstep: Class 10 contains 489 members 
Mstep: Class 11 contains 95713 members 
Mstep: Class 12 contains 82675 members 
Mstep: Class 13 contains 3199 members 
Mstep: Class 14 contains 4310 members 
Mstep: Class 15 contains 23412 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 39828 members 
Mstep: Class 18 contains 5133 members 
Mstep: Class 19 contains 1328 members 
Mstep: Class 20 contains 40464 members 
Mstep: Class 21 contains 92772 members 
Mstep: Class 22 contains 4099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094640.000000 Penalty: 49056.292969
Iteration 92Q: 23 clusters Score -1.020946e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 93664 members 
Mstep: Class 3 contains 19935 members 
Mstep: Class 4 contains 9750 members 
Mstep: Class 5 contains 16274 members 
Mstep: Class 6 contains 101762 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 174274 members 
Mstep: Class 9 contains 47494 members 
Mstep: Class 10 contains 488 members 
Mstep: Class 11 contains 95691 members 
Mstep: Class 12 contains 82702 members 
Mstep: Class 13 contains 3194 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 23784 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 39877 members 
Mstep: Class 18 contains 5128 members 
Mstep: Class 19 contains 1328 members 
Mstep: Class 20 contains 39809 members 
Mstep: Class 21 contains 92617 members 
Mstep: Class 22 contains 4108 members 
Entering Unmasked Estep 
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Score: -102094888.000000 Penalty: 49056.292969
Iteration 93Q: 23 clusters Score -1.020949e+08 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 93684 members 
Mstep: Class 3 contains 19888 members 
Mstep: Class 4 contains 9758 members 
Mstep: Class 5 contains 16258 members 
Mstep: Class 6 contains 101701 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 174570 members 
Mstep: Class 9 contains 47600 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 95691 members 
Mstep: Class 12 contains 82753 members 
Mstep: Class 13 contains 3194 members 
Mstep: Class 14 contains 4312 members 
Mstep: Class 15 contains 24142 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 39923 members 
Mstep: Class 18 contains 5128 members 
Mstep: Class 19 contains 1329 members 
Mstep: Class 20 contains 39157 members 
Mstep: Class 21 contains 92462 members 
Mstep: Class 22 contains 4119 members 
Entering Unmasked Estep 
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Score: -102094648.000000 Penalty: 49056.292969
Iteration 94Q: 23 clusters Score -1.020946e+08 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 93681 members 
Mstep: Class 3 contains 19808 members 
Mstep: Class 4 contains 9767 members 
Mstep: Class 5 contains 16251 members 
Mstep: Class 6 contains 101655 members 
Mstep: Class 7 contains 3975 members 
Mstep: Class 8 contains 174878 members 
Mstep: Class 9 contains 47686 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95690 members 
Mstep: Class 12 contains 82836 members 
Mstep: Class 13 contains 3191 members 
Mstep: Class 14 contains 4311 members 
Mstep: Class 15 contains 24450 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 39964 members 
Mstep: Class 18 contains 5127 members 
Mstep: Class 19 contains 1329 members 
Mstep: Class 20 contains 38560 members 
Mstep: Class 21 contains 92306 members 
Mstep: Class 22 contains 4137 members 
Entering Unmasked Estep 
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Iteration 95Q: 23 clusters Score -1.020944e+08 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 93701 members 
Mstep: Class 3 contains 19718 members 
Mstep: Class 4 contains 9770 members 
Mstep: Class 5 contains 16249 members 
Mstep: Class 6 contains 101643 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 175178 members 
Mstep: Class 9 contains 47779 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95666 members 
Mstep: Class 12 contains 82881 members 
Mstep: Class 13 contains 3190 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 24730 members 
Mstep: Class 16 contains 849 members 
Mstep: Class 17 contains 40014 members 
Mstep: Class 18 contains 5128 members 
Mstep: Class 19 contains 1329 members 
Mstep: Class 20 contains 38006 members 
Mstep: Class 21 contains 92154 members 
Mstep: Class 22 contains 4154 members 
Entering Unmasked Estep 
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Iteration 96Q: 23 clusters Score -1.020944e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 93736 members 
Mstep: Class 3 contains 19624 members 
Mstep: Class 4 contains 9764 members 
Mstep: Class 5 contains 16249 members 
Mstep: Class 6 contains 101610 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 8 contains 175444 members 
Mstep: Class 9 contains 47869 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95657 members 
Mstep: Class 12 contains 82936 members 
Mstep: Class 13 contains 3191 members 
Mstep: Class 14 contains 4304 members 
Mstep: Class 15 contains 24974 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40068 members 
Mstep: Class 18 contains 5124 members 
Mstep: Class 19 contains 1329 members 
Mstep: Class 20 contains 37501 members 
Mstep: Class 21 contains 92011 members 
Mstep: Class 22 contains 4162 members 
Entering Unmasked Estep 
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Iteration 97Q: 23 clusters Score -1.020948e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 93763 members 
Mstep: Class 3 contains 19528 members 
Mstep: Class 4 contains 9760 members 
Mstep: Class 5 contains 16244 members 
Mstep: Class 6 contains 101564 members 
Mstep: Class 7 contains 3961 members 
Mstep: Class 8 contains 175667 members 
Mstep: Class 9 contains 47943 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95666 members 
Mstep: Class 12 contains 82985 members 
Mstep: Class 13 contains 3191 members 
Mstep: Class 14 contains 4302 members 
Mstep: Class 15 contains 25181 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40116 members 
Mstep: Class 18 contains 5121 members 
Mstep: Class 19 contains 1329 members 
Mstep: Class 20 contains 37031 members 
Mstep: Class 21 contains 91921 members 
Mstep: Class 22 contains 4172 members 
Entering Unmasked Estep 
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Iteration 98Q: 23 clusters Score -1.020945e+08 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 93792 members 
Mstep: Class 3 contains 19414 members 
Mstep: Class 4 contains 9760 members 
Mstep: Class 5 contains 16249 members 
Mstep: Class 6 contains 101524 members 
Mstep: Class 7 contains 3957 members 
Mstep: Class 8 contains 175835 members 
Mstep: Class 9 contains 48024 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95659 members 
Mstep: Class 12 contains 83030 members 
Mstep: Class 13 contains 3188 members 
Mstep: Class 14 contains 4301 members 
Mstep: Class 15 contains 25391 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40165 members 
Mstep: Class 18 contains 5124 members 
Mstep: Class 19 contains 1329 members 
Mstep: Class 20 contains 36625 members 
Mstep: Class 21 contains 91819 members 
Mstep: Class 22 contains 4183 members 
Entering Unmasked Estep 
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Iteration 99Q: 23 clusters Score -1.020946e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 93839 members 
Mstep: Class 3 contains 19320 members 
Mstep: Class 4 contains 9770 members 
Mstep: Class 5 contains 16253 members 
Mstep: Class 6 contains 101442 members 
Mstep: Class 7 contains 3950 members 
Mstep: Class 8 contains 175954 members 
Mstep: Class 9 contains 48073 members 
Mstep: Class 10 contains 488 members 
Mstep: Class 11 contains 95655 members 
Mstep: Class 12 contains 83083 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 4296 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40202 members 
Mstep: Class 18 contains 5124 members 
Mstep: Class 19 contains 1329 members 
Mstep: Class 20 contains 36250 members 
Mstep: Class 21 contains 91777 members 
Mstep: Class 22 contains 4199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094720.000000 Penalty: 49056.292969
Iteration 100F: 23 clusters Score -1.020947e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 93862 members 
Mstep: Class 3 contains 19229 members 
Mstep: Class 4 contains 9775 members 
Mstep: Class 5 contains 16253 members 
Mstep: Class 6 contains 101326 members 
Mstep: Class 7 contains 3942 members 
Mstep: Class 8 contains 176070 members 
Mstep: Class 9 contains 48117 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 95655 members 
Mstep: Class 12 contains 83198 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 25758 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40235 members 
Mstep: Class 18 contains 5121 members 
Mstep: Class 19 contains 1327 members 
Mstep: Class 20 contains 35912 members 
Mstep: Class 21 contains 91734 members 
Mstep: Class 22 contains 4218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094808.000000 Penalty: 49056.292969
Iteration 101Q: 23 clusters Score -1.020948e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 93907 members 
Mstep: Class 3 contains 19158 members 
Mstep: Class 4 contains 9778 members 
Mstep: Class 5 contains 16257 members 
Mstep: Class 6 contains 101134 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 176148 members 
Mstep: Class 9 contains 48159 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95657 members 
Mstep: Class 12 contains 83331 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 4299 members 
Mstep: Class 15 contains 25903 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40272 members 
Mstep: Class 18 contains 5119 members 
Mstep: Class 19 contains 1327 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 91700 members 
Mstep: Class 22 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094744.000000 Penalty: 49056.292969
Iteration 102Q: 23 clusters Score -1.020947e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 93941 members 
Mstep: Class 3 contains 19067 members 
Mstep: Class 4 contains 9775 members 
Mstep: Class 5 contains 16255 members 
Mstep: Class 6 contains 100959 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 176238 members 
Mstep: Class 9 contains 48192 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95656 members 
Mstep: Class 12 contains 83465 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 4299 members 
Mstep: Class 15 contains 26013 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40311 members 
Mstep: Class 18 contains 5118 members 
Mstep: Class 19 contains 1327 members 
Mstep: Class 20 contains 35363 members 
Mstep: Class 21 contains 91686 members 
Mstep: Class 22 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094680.000000 Penalty: 49056.292969
Iteration 103Q: 23 clusters Score -1.020947e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 93961 members 
Mstep: Class 3 contains 18977 members 
Mstep: Class 4 contains 9775 members 
Mstep: Class 5 contains 16253 members 
Mstep: Class 6 contains 100772 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 176299 members 
Mstep: Class 9 contains 48210 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95643 members 
Mstep: Class 12 contains 83621 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 26107 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40356 members 
Mstep: Class 18 contains 5117 members 
Mstep: Class 19 contains 1327 members 
Mstep: Class 20 contains 35128 members 
Mstep: Class 21 contains 91701 members 
Mstep: Class 22 contains 4272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094760.000000 Penalty: 49056.292969
Iteration 104Q: 23 clusters Score -1.020948e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 93995 members 
Mstep: Class 3 contains 18860 members 
Mstep: Class 4 contains 9778 members 
Mstep: Class 5 contains 16245 members 
Mstep: Class 6 contains 100605 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176348 members 
Mstep: Class 9 contains 48220 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95631 members 
Mstep: Class 12 contains 83748 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 4297 members 
Mstep: Class 15 contains 26197 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40401 members 
Mstep: Class 18 contains 5119 members 
Mstep: Class 19 contains 1327 members 
Mstep: Class 20 contains 34914 members 
Mstep: Class 21 contains 91721 members 
Mstep: Class 22 contains 4280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094960.000000 Penalty: 49056.292969
Iteration 105Q: 23 clusters Score -1.02095e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 94040 members 
Mstep: Class 3 contains 18757 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 16237 members 
Mstep: Class 6 contains 100415 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 176375 members 
Mstep: Class 9 contains 48238 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95627 members 
Mstep: Class 12 contains 83872 members 
Mstep: Class 13 contains 3188 members 
Mstep: Class 14 contains 4296 members 
Mstep: Class 15 contains 26273 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40442 members 
Mstep: Class 18 contains 5118 members 
Mstep: Class 19 contains 1327 members 
Mstep: Class 20 contains 34724 members 
Mstep: Class 21 contains 91741 members 
Mstep: Class 22 contains 4287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094904.000000 Penalty: 49056.292969
Iteration 106Q: 23 clusters Score -1.020949e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 94060 members 
Mstep: Class 3 contains 18645 members 
Mstep: Class 4 contains 9785 members 
Mstep: Class 5 contains 16236 members 
Mstep: Class 6 contains 100248 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 176372 members 
Mstep: Class 9 contains 48249 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 95630 members 
Mstep: Class 12 contains 83944 members 
Mstep: Class 13 contains 3188 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26344 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 5119 members 
Mstep: Class 19 contains 1327 members 
Mstep: Class 20 contains 34548 members 
Mstep: Class 21 contains 91800 members 
Mstep: Class 22 contains 4296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095104.000000 Penalty: 49056.292969
Iteration 107Q: 23 clusters Score -1.020951e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 94075 members 
Mstep: Class 3 contains 18543 members 
Mstep: Class 4 contains 9791 members 
Mstep: Class 5 contains 16244 members 
Mstep: Class 6 contains 100051 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 176377 members 
Mstep: Class 9 contains 48263 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 95621 members 
Mstep: Class 12 contains 84056 members 
Mstep: Class 13 contains 3189 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26410 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40499 members 
Mstep: Class 18 contains 5120 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 34386 members 
Mstep: Class 21 contains 91848 members 
Mstep: Class 22 contains 4306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095216.000000 Penalty: 49056.292969
Iteration 108Q: 23 clusters Score -1.020952e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 94133 members 
Mstep: Class 3 contains 18447 members 
Mstep: Class 4 contains 9796 members 
Mstep: Class 5 contains 16241 members 
Mstep: Class 6 contains 99833 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 176362 members 
Mstep: Class 9 contains 48275 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 95612 members 
Mstep: Class 12 contains 84163 members 
Mstep: Class 13 contains 3189 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26460 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40527 members 
Mstep: Class 18 contains 5119 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 34237 members 
Mstep: Class 21 contains 91903 members 
Mstep: Class 22 contains 4323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095008.000000 Penalty: 49056.292969
Iteration 109Q: 23 clusters Score -1.02095e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 94201 members 
Mstep: Class 3 contains 18362 members 
Mstep: Class 4 contains 9798 members 
Mstep: Class 5 contains 16241 members 
Mstep: Class 6 contains 99554 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 176349 members 
Mstep: Class 9 contains 48284 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 95608 members 
Mstep: Class 12 contains 84297 members 
Mstep: Class 13 contains 3190 members 
Mstep: Class 14 contains 4294 members 
Mstep: Class 15 contains 26505 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40561 members 
Mstep: Class 18 contains 5116 members 
Mstep: Class 19 contains 1327 members 
Mstep: Class 20 contains 34090 members 
Mstep: Class 21 contains 91961 members 
Mstep: Class 22 contains 4335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094776.000000 Penalty: 49056.292969
Iteration 110Q: 23 clusters Score -1.020948e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 94256 members 
Mstep: Class 3 contains 18272 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 16240 members 
Mstep: Class 6 contains 99235 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 176336 members 
Mstep: Class 9 contains 48292 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 95594 members 
Mstep: Class 12 contains 84462 members 
Mstep: Class 13 contains 3190 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26535 members 
Mstep: Class 16 contains 854 members 
Mstep: Class 17 contains 40596 members 
Mstep: Class 18 contains 5119 members 
Mstep: Class 19 contains 1327 members 
Mstep: Class 20 contains 33956 members 
Mstep: Class 21 contains 92020 members 
Mstep: Class 22 contains 4348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094752.000000 Penalty: 49056.292969
Iteration 111Q: 23 clusters Score -1.020948e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 94328 members 
Mstep: Class 3 contains 18191 members 
Mstep: Class 4 contains 9811 members 
Mstep: Class 5 contains 16245 members 
Mstep: Class 6 contains 98913 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176318 members 
Mstep: Class 9 contains 48296 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 95581 members 
Mstep: Class 12 contains 84590 members 
Mstep: Class 13 contains 3193 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26564 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5120 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 33818 members 
Mstep: Class 21 contains 92114 members 
Mstep: Class 22 contains 4358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094880.000000 Penalty: 49056.292969
Iteration 112Q: 23 clusters Score -1.020949e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 94358 members 
Mstep: Class 3 contains 18113 members 
Mstep: Class 4 contains 9815 members 
Mstep: Class 5 contains 16262 members 
Mstep: Class 6 contains 98612 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176297 members 
Mstep: Class 9 contains 48305 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95588 members 
Mstep: Class 12 contains 84695 members 
Mstep: Class 13 contains 3193 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26586 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40632 members 
Mstep: Class 18 contains 5117 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 33694 members 
Mstep: Class 21 contains 92195 members 
Mstep: Class 22 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095040.000000 Penalty: 49056.292969
Iteration 113Q: 23 clusters Score -1.02095e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 94384 members 
Mstep: Class 3 contains 18010 members 
Mstep: Class 4 contains 9820 members 
Mstep: Class 5 contains 16261 members 
Mstep: Class 6 contains 98314 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176272 members 
Mstep: Class 9 contains 48311 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95598 members 
Mstep: Class 12 contains 84790 members 
Mstep: Class 13 contains 3192 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26608 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40649 members 
Mstep: Class 18 contains 5121 members 
Mstep: Class 19 contains 1325 members 
Mstep: Class 20 contains 33570 members 
Mstep: Class 21 contains 92285 members 
Mstep: Class 22 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095168.000000 Penalty: 49056.292969
Iteration 114Q: 23 clusters Score -1.020952e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 94404 members 
Mstep: Class 3 contains 17917 members 
Mstep: Class 4 contains 9820 members 
Mstep: Class 5 contains 16261 members 
Mstep: Class 6 contains 97957 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176267 members 
Mstep: Class 9 contains 48314 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95602 members 
Mstep: Class 12 contains 84907 members 
Mstep: Class 13 contains 3192 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26622 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40662 members 
Mstep: Class 18 contains 5128 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 33454 members 
Mstep: Class 21 contains 92370 members 
Mstep: Class 22 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095192.000000 Penalty: 49056.292969
Iteration 115Q: 23 clusters Score -1.020952e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 94384 members 
Mstep: Class 3 contains 17841 members 
Mstep: Class 4 contains 9821 members 
Mstep: Class 5 contains 16250 members 
Mstep: Class 6 contains 97559 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176254 members 
Mstep: Class 9 contains 48316 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95603 members 
Mstep: Class 12 contains 85064 members 
Mstep: Class 13 contains 3192 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26636 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40670 members 
Mstep: Class 18 contains 5133 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 33356 members 
Mstep: Class 21 contains 92447 members 
Mstep: Class 22 contains 4389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095344.000000 Penalty: 49056.292969
Iteration 116Q: 23 clusters Score -1.020953e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 94371 members 
Mstep: Class 3 contains 17764 members 
Mstep: Class 4 contains 9822 members 
Mstep: Class 5 contains 16250 members 
Mstep: Class 6 contains 97186 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176254 members 
Mstep: Class 9 contains 48315 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95609 members 
Mstep: Class 12 contains 85174 members 
Mstep: Class 13 contains 3192 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26652 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40678 members 
Mstep: Class 18 contains 5131 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 33272 members 
Mstep: Class 21 contains 92505 members 
Mstep: Class 22 contains 4395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095528.000000 Penalty: 49056.292969
Iteration 117Q: 23 clusters Score -1.020955e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 94391 members 
Mstep: Class 3 contains 17700 members 
Mstep: Class 4 contains 9825 members 
Mstep: Class 5 contains 16254 members 
Mstep: Class 6 contains 96785 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176256 members 
Mstep: Class 9 contains 48317 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95611 members 
Mstep: Class 12 contains 85245 members 
Mstep: Class 13 contains 3194 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26665 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40688 members 
Mstep: Class 18 contains 5124 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 33203 members 
Mstep: Class 21 contains 92542 members 
Mstep: Class 22 contains 4398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095448.000000 Penalty: 49056.292969
Iteration 118Q: 23 clusters Score -1.020954e+08 nChanged 1594
Entering ConstructFrom: 
Score: -102095448.000000 Penalty: 49056.292969
Entering ConstructFrom: 
Trying to split cluster 1 (54070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Entering Unmasked Estep 
Score: -6277315.000000 Penalty: 1770.930664
	Iteration 0F: 2 clusters Score -6277315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -6241076.500000 Penalty: 3541.861328
	Iteration 0F: 3 clusters Score -6241076 nChanged 25527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -6255725.500000 Penalty: 3541.861328
	Iteration 1F: 3 clusters Score -6255726 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -6256372.500000 Penalty: 3541.861328
	Iteration 2Q: 3 clusters Score -6256372 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -6257439.000000 Penalty: 3541.861328
	Iteration 3Q: 3 clusters Score -6257439 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -6259195.000000 Penalty: 3541.861328
	Iteration 4Q: 3 clusters Score -6259195 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -6261695.000000 Penalty: 3541.861328
	Iteration 5F: 3 clusters Score -6261695 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -6264894.500000 Penalty: 3541.861328
	Iteration 6F: 3 clusters Score -6264894 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -6268355.500000 Penalty: 3541.861328
	Iteration 7F: 3 clusters Score -6268356 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -6271571.500000 Penalty: 3541.861328
	Iteration 8F: 3 clusters Score -6271572 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -6273701.500000 Penalty: 3541.861328
	Iteration 9F: 3 clusters Score -6273702 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -6274838.000000 Penalty: 3541.861328
	Iteration 10Q: 3 clusters Score -6274838 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -6275713.500000 Penalty: 3541.861328
	Iteration 11Q: 3 clusters Score -6275714 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -6276394.500000 Penalty: 3541.861328
	Iteration 12Q: 3 clusters Score -6276394 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -6276819.500000 Penalty: 3541.861328
	Iteration 13Q: 3 clusters Score -6276820 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -6277050.000000 Penalty: 3541.861328
	Iteration 14Q: 3 clusters Score -6277050 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -6277164.000000 Penalty: 3541.861328
	Iteration 15Q: 3 clusters Score -6277164 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -6277236.000000 Penalty: 3541.861328
	Iteration 16Q: 3 clusters Score -6277236 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -6277261.500000 Penalty: 3541.861328
	Iteration 17Q: 3 clusters Score -6277262 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -6277295.000000 Penalty: 3541.861328
	Iteration 18Q: 3 clusters Score -6277295 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -6277314.500000 Penalty: 3541.861328
	Iteration 19Q: 3 clusters Score -6277314 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -6277351.000000 Penalty: 3541.861328
	Iteration 20F: 3 clusters Score -6277351 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -6277351.000000 Penalty: 3541.861328
	Iteration 21Q: 3 clusters Score -6277351 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -6277352.500000 Penalty: 3541.861328
	Iteration 22Q: 3 clusters Score -6277352 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -6277353.000000 Penalty: 3541.861328
	Iteration 23Q: 3 clusters Score -6277353 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -6277359.000000 Penalty: 3541.861328
	Iteration 24Q: 3 clusters Score -6277359 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -6277352.000000 Penalty: 3541.861328
	Iteration 25Q: 3 clusters Score -6277352 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -6277378.500000 Penalty: 3541.861328
	Iteration 26Q: 3 clusters Score -6277378 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -6277383.000000 Penalty: 3541.861328
	Iteration 27Q: 3 clusters Score -6277383 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -6277387.000000 Penalty: 3541.861328
	Iteration 28Q: 3 clusters Score -6277387 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -6277400.500000 Penalty: 3541.861328
	Iteration 29Q: 3 clusters Score -6277400 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -6277417.500000 Penalty: 3541.861328
	Iteration 30Q: 3 clusters Score -6277418 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -6277447.000000 Penalty: 3541.861328
	Iteration 31Q: 3 clusters Score -6277447 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -6277464.500000 Penalty: 3541.861328
	Iteration 32Q: 3 clusters Score -6277464 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -6277471.500000 Penalty: 3541.861328
	Iteration 33Q: 3 clusters Score -6277472 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -6277469.000000 Penalty: 3541.861328
	Iteration 34Q: 3 clusters Score -6277469 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -6277460.000000 Penalty: 3541.861328
	Iteration 35Q: 3 clusters Score -6277460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -6277463.000000 Penalty: 3541.861328
	Iteration 36Q: 3 clusters Score -6277463 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -6277477.500000 Penalty: 3541.861328
	Iteration 37Q: 3 clusters Score -6277478 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -6277488.500000 Penalty: 3541.861328
	Iteration 38Q: 3 clusters Score -6277488 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -6277491.000000 Penalty: 3541.861328
	Iteration 39Q: 3 clusters Score -6277491 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -6277479.000000 Penalty: 3541.861328
	Iteration 40F: 3 clusters Score -6277479 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -6277462.000000 Penalty: 3541.861328
	Iteration 41Q: 3 clusters Score -6277462 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -6277479.000000 Penalty: 3541.861328
	Iteration 42Q: 3 clusters Score -6277479 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -6277484.500000 Penalty: 3541.861328
	Iteration 43Q: 3 clusters Score -6277484 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -6277503.000000 Penalty: 3541.861328
	Iteration 44Q: 3 clusters Score -6277503 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -6277515.000000 Penalty: 3541.861328
	Iteration 45Q: 3 clusters Score -6277515 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -6277527.500000 Penalty: 3541.861328
	Iteration 46Q: 3 clusters Score -6277528 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -6277540.000000 Penalty: 3541.861328
	Iteration 47Q: 3 clusters Score -6277540 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -6277562.500000 Penalty: 3541.861328
	Iteration 48Q: 3 clusters Score -6277562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -6277567.500000 Penalty: 3541.861328
	Iteration 49Q: 3 clusters Score -6277568 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -6277588.500000 Penalty: 3541.861328
	Iteration 50Q: 3 clusters Score -6277588 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -6277578.500000 Penalty: 3541.861328
	Iteration 51Q: 3 clusters Score -6277578 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -6277591.500000 Penalty: 3541.861328
	Iteration 52Q: 3 clusters Score -6277592 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -6277603.000000 Penalty: 3541.861328
	Iteration 53Q: 3 clusters Score -6277603 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -6277595.500000 Penalty: 3541.861328
	Iteration 54Q: 3 clusters Score -6277596 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -6277611.000000 Penalty: 3541.861328
	Iteration 55Q: 3 clusters Score -6277611 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -6277609.000000 Penalty: 3541.861328
	Iteration 56Q: 3 clusters Score -6277609 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -6277622.500000 Penalty: 3541.861328
	Iteration 57Q: 3 clusters Score -6277622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -6277619.500000 Penalty: 3541.861328
	Iteration 58Q: 3 clusters Score -6277620 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -6277638.000000 Penalty: 3541.861328
	Iteration 59Q: 3 clusters Score -6277638 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -6277641.500000 Penalty: 3541.861328
	Iteration 60F: 3 clusters Score -6277642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -6277635.000000 Penalty: 3541.861328
	Iteration 61Q: 3 clusters Score -6277635 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -6277644.000000 Penalty: 3541.861328
	Iteration 62Q: 3 clusters Score -6277644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -6277642.500000 Penalty: 3541.861328
	Iteration 63Q: 3 clusters Score -6277642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -6277638.000000 Penalty: 3541.861328
	Iteration 64Q: 3 clusters Score -6277638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -6277642.000000 Penalty: 3541.861328
	Iteration 65Q: 3 clusters Score -6277642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -6277633.000000 Penalty: 3541.861328
	Iteration 66Q: 3 clusters Score -6277633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -6277633.000000 Penalty: 3541.861328
	Iteration 67Q: 3 clusters Score -6277633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -6277614.000000 Penalty: 3541.861328
	Iteration 68Q: 3 clusters Score -6277614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -6277606.000000 Penalty: 3541.861328
	Iteration 69Q: 3 clusters Score -6277606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -6277616.000000 Penalty: 3541.861328
	Iteration 70Q: 3 clusters Score -6277616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -6277608.500000 Penalty: 3541.861328
	Iteration 71Q: 3 clusters Score -6277608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -6277608.000000 Penalty: 3541.861328
	Iteration 72Q: 3 clusters Score -6277608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -6277609.000000 Penalty: 3541.861328
	Iteration 73Q: 3 clusters Score -6277609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -6277605.000000 Penalty: 3541.861328
	Iteration 74Q: 3 clusters Score -6277605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6277603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -6277609.500000 Penalty: 3541.861328
	Iteration 76Q: 3 clusters Score -6277610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -6277601.500000 Penalty: 3541.861328
	Iteration 77Q: 3 clusters Score -6277602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -6277603.500000 Penalty: 3541.861328
	Iteration 78Q: 3 clusters Score -6277604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -6277595.500000 Penalty: 3541.861328
	Iteration 79Q: 3 clusters Score -6277596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -6277602.500000 Penalty: 3541.861328
	Iteration 80F: 3 clusters Score -6277602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -6277598.000000 Penalty: 3541.861328
	Iteration 81Q: 3 clusters Score -6277598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -6277599.500000 Penalty: 3541.861328
	Iteration 82Q: 3 clusters Score -6277600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -6277602.000000 Penalty: 3541.861328
	Iteration 83Q: 3 clusters Score -6277602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -6277603.000000 Penalty: 3541.861328
	Iteration 84Q: 3 clusters Score -6277603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -6277615.500000 Penalty: 3541.861328
	Iteration 85Q: 3 clusters Score -6277616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -6277615.500000 Penalty: 3541.861328
	Iteration 86Q: 3 clusters Score -6277616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -6277604.500000 Penalty: 3541.861328
	Iteration 87Q: 3 clusters Score -6277604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -6277616.000000 Penalty: 3541.861328
	Iteration 88Q: 3 clusters Score -6277616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -6277628.000000 Penalty: 3541.861328
	Iteration 89Q: 3 clusters Score -6277628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -6277630.000000 Penalty: 3541.861328
	Iteration 90Q: 3 clusters Score -6277630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -6277647.000000 Penalty: 3541.861328
	Iteration 91Q: 3 clusters Score -6277647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -6277649.500000 Penalty: 3541.861328
	Iteration 92Q: 3 clusters Score -6277650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -6277647.500000 Penalty: 3541.861328
	Iteration 93Q: 3 clusters Score -6277648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -6277642.000000 Penalty: 3541.861328
	Iteration 94Q: 3 clusters Score -6277642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -6277651.500000 Penalty: 3541.861328
	Iteration 95Q: 3 clusters Score -6277652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -6277650.500000 Penalty: 3541.861328
	Iteration 96Q: 3 clusters Score -6277650 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -6277654.500000 Penalty: 3541.861328
	Iteration 97Q: 3 clusters Score -6277654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -6277651.500000 Penalty: 3541.861328
	Iteration 98Q: 3 clusters Score -6277652 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6277650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -6277631.500000 Penalty: 3541.861328
	Iteration 100F: 3 clusters Score -6277632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -6277647.500000 Penalty: 3541.861328
	Iteration 101Q: 3 clusters Score -6277648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -6277645.500000 Penalty: 3541.861328
	Iteration 102Q: 3 clusters Score -6277646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -6277637.000000 Penalty: 3541.861328
	Iteration 103Q: 3 clusters Score -6277637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -6277640.000000 Penalty: 3541.861328
	Iteration 104Q: 3 clusters Score -6277640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -6277639.000000 Penalty: 3541.861328
	Iteration 105Q: 3 clusters Score -6277639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -6277632.000000 Penalty: 3541.861328
	Iteration 106Q: 3 clusters Score -6277632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -6277639.000000 Penalty: 3541.861328
	Iteration 107Q: 3 clusters Score -6277639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -6277642.500000 Penalty: 3541.861328
	Iteration 108Q: 3 clusters Score -6277642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -6277644.000000 Penalty: 3541.861328
	Iteration 109Q: 3 clusters Score -6277644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -6277652.500000 Penalty: 3541.861328
	Iteration 110Q: 3 clusters Score -6277652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6277647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -6277661.000000 Penalty: 3541.861328
	Iteration 112Q: 3 clusters Score -6277661 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6277662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
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Entering Unmasked Estep 
Score: -6277664.500000 Penalty: 3541.861328
	Iteration 114Q: 3 clusters Score -6277664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -6277664.500000 Penalty: 3541.861328
	Iteration 115Q: 3 clusters Score -6277664 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6277657 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6277655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -6277648.000000 Penalty: 3541.861328
	Iteration 118Q: 3 clusters Score -6277648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6277654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -6277657.000000 Penalty: 3541.861328
	Iteration 120F: 3 clusters Score -6277657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6277650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6277650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -6277651.000000 Penalty: 3541.861328
	Iteration 123Q: 3 clusters Score -6277651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6277653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6277640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -6277642.500000 Penalty: 3541.861328
	Iteration 126Q: 3 clusters Score -6277642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -6277643.500000 Penalty: 3541.861328
	Iteration 127Q: 3 clusters Score -6277644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6277671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -6277659.000000 Penalty: 3541.861328
	Iteration 129Q: 3 clusters Score -6277659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6277665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6277672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6277673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6277673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -6277683.000000 Penalty: 3541.861328
	Iteration 134Q: 3 clusters Score -6277683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6277695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6277693 nChanged 37
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Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6277692 nChanged 31
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Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6277694 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6277690 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -6277714.500000 Penalty: 3541.861328
	Iteration 140F: 3 clusters Score -6277714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6277710 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6277703 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39133 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6277699 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6277694 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6277703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6277696 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6277710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6277707 nChanged 24
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Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6277709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6277708 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39335 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6277706 nChanged 16
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Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6277706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -6277715.500000 Penalty: 3541.861328
	Iteration 153Q: 3 clusters Score -6277716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6277706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6277693 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6277692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6277698 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6277698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6277694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6277692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6277694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6277694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6277700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6277691 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6277713 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6277710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 14431 members 
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	Iteration 167Q: 3 clusters Score -6277710 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39663 members 
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Entering Unmasked Estep 
Score: -6277716.500000 Penalty: 3541.861328
	Iteration 168Q: 3 clusters Score -6277716 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39690 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6277720 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39723 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6277710 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39765 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6277716 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -6277712.500000 Penalty: 3541.861328
	Iteration 172Q: 3 clusters Score -6277712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6277708 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39900 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6277716 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6277720 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39965 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6277716 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39996 members 
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Entering Unmasked Estep 
Score: -6277728.500000 Penalty: 3541.861328
	Iteration 177Q: 3 clusters Score -6277728 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6277739 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40065 members 
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Entering Unmasked Estep 
Score: -6277738.000000 Penalty: 3541.861328
	Iteration 179Q: 3 clusters Score -6277738 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40099 members 
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Entering Unmasked Estep 
Score: -6277730.500000 Penalty: 3541.861328
	Iteration 180F: 3 clusters Score -6277730 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6277736 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6277738 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -6277742.000000 Penalty: 3541.861328
	Iteration 183Q: 3 clusters Score -6277742 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6277749 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6277753 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40227 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6277747 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40245 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6277747 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40261 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6277746 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40274 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6277747 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6277748.000000 Penalty: 3541.861328
	Iteration 190Q: 3 clusters Score -6277748 nChanged 24
Entering Unmasked Mstep 
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	Iteration 191Q: 3 clusters Score -6277752 nChanged 18
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	Iteration 192Q: 3 clusters Score -6277751 nChanged 20
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	Iteration 193Q: 3 clusters Score -6277750 nChanged 24
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	Iteration 194Q: 3 clusters Score -6277758 nChanged 27
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	Iteration 195Q: 3 clusters Score -6277764 nChanged 31
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	Iteration 196Q: 3 clusters Score -6277758 nChanged 35
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -6277768 nChanged 37
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6277768 nChanged 30
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	Iteration 199Q: 3 clusters Score -6277772 nChanged 21
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Mstep: Class 1 contains 40560 members 
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	Iteration 200F: 3 clusters Score -6277766 nChanged 20
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	Iteration 201Q: 3 clusters Score -6277764 nChanged 18
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	Iteration 202Q: 3 clusters Score -6277762 nChanged 28
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Mstep: Class 1 contains 40626 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -6277756 nChanged 32
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	Iteration 204Q: 3 clusters Score -6277764 nChanged 25
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -6277778 nChanged 24
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -6277776 nChanged 17
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Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -6277772 nChanged 12
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -6277769 nChanged 12
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Score: -6277766.000000 Penalty: 3541.861328
	Iteration 209Q: 3 clusters Score -6277766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -6277770.000000 Penalty: 3541.861328
	Iteration 210Q: 3 clusters Score -6277770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -6277768.000000 Penalty: 3541.861328
	Iteration 211Q: 3 clusters Score -6277768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -6277764.000000 Penalty: 3541.861328
	Iteration 212Q: 3 clusters Score -6277764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -6277762.000000 Penalty: 3541.861328
	Iteration 213Q: 3 clusters Score -6277762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -6277766.000000 Penalty: 3541.861328
	Iteration 214Q: 3 clusters Score -6277766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -6277767.000000 Penalty: 3541.861328
	Iteration 215Q: 3 clusters Score -6277767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -6277767.000000 Penalty: 3541.861328
	Iteration 216Q: 3 clusters Score -6277767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -6277771.500000 Penalty: 3541.861328
	Iteration 217Q: 3 clusters Score -6277772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -6277780.500000 Penalty: 3541.861328
	Iteration 218Q: 3 clusters Score -6277780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -6277776.000000 Penalty: 3541.861328
	Iteration 219Q: 3 clusters Score -6277776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -6277780.500000 Penalty: 3541.861328
	Iteration 220F: 3 clusters Score -6277780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -6277778.500000 Penalty: 3541.861328
	Iteration 221Q: 3 clusters Score -6277778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -6277773.000000 Penalty: 3541.861328
	Iteration 222Q: 3 clusters Score -6277773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -6277772.000000 Penalty: 3541.861328
	Iteration 223Q: 3 clusters Score -6277772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -6277769.000000 Penalty: 3541.861328
	Iteration 224Q: 3 clusters Score -6277769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -6277786.500000 Penalty: 3541.861328
	Iteration 225Q: 3 clusters Score -6277786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -6277774.000000 Penalty: 3541.861328
	Iteration 226Q: 3 clusters Score -6277774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -6277772.500000 Penalty: 3541.861328
	Iteration 227Q: 3 clusters Score -6277772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -6277769.000000 Penalty: 3541.861328
	Iteration 228Q: 3 clusters Score -6277769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -6277780.500000 Penalty: 3541.861328
	Iteration 229Q: 3 clusters Score -6277780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -6277782.500000 Penalty: 3541.861328
	Iteration 230Q: 3 clusters Score -6277782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -6277778.500000 Penalty: 3541.861328
	Iteration 231Q: 3 clusters Score -6277778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -6277777.500000 Penalty: 3541.861328
	Iteration 232Q: 3 clusters Score -6277778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -6277777.000000 Penalty: 3541.861328
	Iteration 233Q: 3 clusters Score -6277777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -6277785.000000 Penalty: 3541.861328
	Iteration 234Q: 3 clusters Score -6277785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -6277781.500000 Penalty: 3541.861328
	Iteration 235Q: 3 clusters Score -6277782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -6277783.000000 Penalty: 3541.861328
	Iteration 236Q: 3 clusters Score -6277783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -6277771.000000 Penalty: 3541.861328
	Iteration 237Q: 3 clusters Score -6277771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -6277777.500000 Penalty: 3541.861328
	Iteration 238Q: 3 clusters Score -6277778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -6277772.500000 Penalty: 3541.861328
	Iteration 239Q: 3 clusters Score -6277772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -6277780.000000 Penalty: 3541.861328
	Iteration 240F: 3 clusters Score -6277780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -6277776.500000 Penalty: 3541.861328
	Iteration 241Q: 3 clusters Score -6277776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -6277774.500000 Penalty: 3541.861328
	Iteration 242Q: 3 clusters Score -6277774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -6277777.000000 Penalty: 3541.861328
	Iteration 243Q: 3 clusters Score -6277777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -6277783.500000 Penalty: 3541.861328
	Iteration 244Q: 3 clusters Score -6277784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -6277778.500000 Penalty: 3541.861328
	Iteration 245Q: 3 clusters Score -6277778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -6277781.000000 Penalty: 3541.861328
	Iteration 246Q: 3 clusters Score -6277781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -6277780.500000 Penalty: 3541.861328
	Iteration 247Q: 3 clusters Score -6277780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -6277775.000000 Penalty: 3541.861328
	Iteration 248Q: 3 clusters Score -6277775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -6277778.000000 Penalty: 3541.861328
	Iteration 249Q: 3 clusters Score -6277778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -6277779.000000 Penalty: 3541.861328
	Iteration 250Q: 3 clusters Score -6277779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -6277780.500000 Penalty: 3541.861328
	Iteration 251Q: 3 clusters Score -6277780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -6277780.500000 Penalty: 3541.861328
	Iteration 252Q: 3 clusters Score -6277780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -6277780.500000 Penalty: 3541.861328
	Iteration 253F: 3 clusters Score -6277780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 94429 members 
Mstep: Class 3 contains 17641 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 16258 members 
Mstep: Class 6 contains 96401 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176256 members 
Mstep: Class 9 contains 48322 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95611 members 
Mstep: Class 12 contains 85243 members 
Mstep: Class 13 contains 3194 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26681 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40697 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 33143 members 
Mstep: Class 21 contains 92571 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 12941 members 
Entering Unmasked Estep 
Score: -102095120.000000 Penalty: 51286.125000
Splitting cluster 1 changes total score from -102095448.000000 to -102095120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (94429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94429 members 
Entering Unmasked Estep 
Score: -11004230.000000 Penalty: 1861.535645
	Iteration 0F: 2 clusters Score -1.100423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -10942499.000000 Penalty: 3723.071289
	Iteration 0F: 3 clusters Score -1.09425e+07 nChanged 45309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -10969179.000000 Penalty: 3723.071289
	Iteration 1F: 3 clusters Score -1.096918e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -10969995.000000 Penalty: 3723.071289
	Iteration 2Q: 3 clusters Score -1.097e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -10971175.000000 Penalty: 3723.071289
	Iteration 3Q: 3 clusters Score -1.097118e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -10973364.000000 Penalty: 3723.071289
	Iteration 4Q: 3 clusters Score -1.097336e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -10977258.000000 Penalty: 3723.071289
	Iteration 5F: 3 clusters Score -1.097726e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 73409 members 
Entering Unmasked Estep 
Score: -10983370.000000 Penalty: 3723.071289
	Iteration 6F: 3 clusters Score -1.098337e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -10991297.000000 Penalty: 3723.071289
	Iteration 7F: 3 clusters Score -1.09913e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -10997628.000000 Penalty: 3723.071289
	Iteration 8F: 3 clusters Score -1.099763e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 92572 members 
Entering Unmasked Estep 
Score: -11000960.000000 Penalty: 3723.071289
	Iteration 9Q: 3 clusters Score -1.100096e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 93936 members 
Entering Unmasked Estep 
Score: -11002089.000000 Penalty: 3723.071289
	Iteration 10Q: 3 clusters Score -1.100209e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 94226 members 
Entering Unmasked Estep 
Score: -11002381.000000 Penalty: 3723.071289
	Iteration 11Q: 3 clusters Score -1.100238e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 94283 members 
Entering Unmasked Estep 
Score: -11002442.000000 Penalty: 3723.071289
	Iteration 12Q: 3 clusters Score -1.100244e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 94303 members 
Entering Unmasked Estep 
Score: -11002490.000000 Penalty: 3723.071289
	Iteration 13Q: 3 clusters Score -1.100249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 94308 members 
Entering Unmasked Estep 
Score: -11002493.000000 Penalty: 3723.071289
	Iteration 14Q: 3 clusters Score -1.100249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 94311 members 
Entering Unmasked Estep 
Score: -11002508.000000 Penalty: 3723.071289
	Iteration 15Q: 3 clusters Score -1.100251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 94310 members 
Entering Unmasked Estep 
Score: -11002508.000000 Penalty: 3723.071289
	Iteration 16Q: 3 clusters Score -1.100251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 94311 members 
Entering Unmasked Estep 
Score: -11002502.000000 Penalty: 3723.071289
	Iteration 17Q: 3 clusters Score -1.10025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94309 members 
Entering Unmasked Estep 
Score: -11002514.000000 Penalty: 3723.071289
	Iteration 18Q: 3 clusters Score -1.100251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 94309 members 
Entering Unmasked Estep 
Score: -11002514.000000 Penalty: 3723.071289
	Iteration 19F: 3 clusters Score -1.100251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Entering Unmasked Estep 
Score: -2043820.250000 Penalty: 1588.921875
	Iteration 0F: 2 clusters Score -2043820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2031784.500000 Penalty: 3177.843750
	Iteration 0F: 3 clusters Score -2031784 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2036427.250000 Penalty: 3177.843750
	Iteration 1F: 3 clusters Score -2036427 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2037296.625000 Penalty: 3177.843750
	Iteration 2F: 3 clusters Score -2037297 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2038352.625000 Penalty: 3177.843750
	Iteration 3F: 3 clusters Score -2038353 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2039528.000000 Penalty: 3177.843750
	Iteration 4F: 3 clusters Score -2039528 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2040903.250000 Penalty: 3177.843750
	Iteration 5F: 3 clusters Score -2040903 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2042268.750000 Penalty: 3177.843750
	Iteration 6F: 3 clusters Score -2042269 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2043035.625000 Penalty: 3177.843750
	Iteration 7F: 3 clusters Score -2043036 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2043248.500000 Penalty: 3177.843750
	Iteration 8Q: 3 clusters Score -2043248 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2043324.375000 Penalty: 3177.843750
	Iteration 9Q: 3 clusters Score -2043324 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2043363.500000 Penalty: 3177.843750
	Iteration 10Q: 3 clusters Score -2043364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2043377.500000 Penalty: 3177.843750
	Iteration 11Q: 3 clusters Score -2043378 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2043379.375000 Penalty: 3177.843750
	Iteration 12Q: 3 clusters Score -2043379 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2043396.125000 Penalty: 3177.843750
	Iteration 13Q: 3 clusters Score -2043396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2043397.250000 Penalty: 3177.843750
	Iteration 14Q: 3 clusters Score -2043397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2043408.250000 Penalty: 3177.843750
	Iteration 15Q: 3 clusters Score -2043408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2043417.250000 Penalty: 3177.843750
	Iteration 16Q: 3 clusters Score -2043417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2043423.875000 Penalty: 3177.843750
	Iteration 17Q: 3 clusters Score -2043424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2043419.625000 Penalty: 3177.843750
	Iteration 18Q: 3 clusters Score -2043420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2043423.000000 Penalty: 3177.843750
	Iteration 19Q: 3 clusters Score -2043423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2043425.625000 Penalty: 3177.843750
	Iteration 20F: 3 clusters Score -2043426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2043426.125000 Penalty: 3177.843750
	Iteration 21Q: 3 clusters Score -2043426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2043430.875000 Penalty: 3177.843750
	Iteration 22Q: 3 clusters Score -2043431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2043442.375000 Penalty: 3177.843750
	Iteration 23Q: 3 clusters Score -2043442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2043448.625000 Penalty: 3177.843750
	Iteration 24Q: 3 clusters Score -2043449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2043451.000000 Penalty: 3177.843750
	Iteration 25Q: 3 clusters Score -2043451 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2043457.875000 Penalty: 3177.843750
	Iteration 26Q: 3 clusters Score -2043458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2043453.375000 Penalty: 3177.843750
	Iteration 27Q: 3 clusters Score -2043453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2043457.875000 Penalty: 3177.843750
	Iteration 28Q: 3 clusters Score -2043458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2043460.250000 Penalty: 3177.843750
	Iteration 29Q: 3 clusters Score -2043460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2043463.750000 Penalty: 3177.843750
	Iteration 30Q: 3 clusters Score -2043464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2043462.250000 Penalty: 3177.843750
	Iteration 31Q: 3 clusters Score -2043462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2043464.750000 Penalty: 3177.843750
	Iteration 32Q: 3 clusters Score -2043465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2043469.000000 Penalty: 3177.843750
	Iteration 33Q: 3 clusters Score -2043469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2043471.375000 Penalty: 3177.843750
	Iteration 34Q: 3 clusters Score -2043471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2043472.250000 Penalty: 3177.843750
	Iteration 35Q: 3 clusters Score -2043472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2043472.750000 Penalty: 3177.843750
	Iteration 36Q: 3 clusters Score -2043473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2043470.500000 Penalty: 3177.843750
	Iteration 37Q: 3 clusters Score -2043470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2043472.375000 Penalty: 3177.843750
	Iteration 38Q: 3 clusters Score -2043472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2043471.125000 Penalty: 3177.843750
	Iteration 39Q: 3 clusters Score -2043471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2043470.625000 Penalty: 3177.843750
	Iteration 40F: 3 clusters Score -2043471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2043474.250000 Penalty: 3177.843750
	Iteration 41Q: 3 clusters Score -2043474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2043473.250000 Penalty: 3177.843750
	Iteration 42Q: 3 clusters Score -2043473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2043473.875000 Penalty: 3177.843750
	Iteration 43Q: 3 clusters Score -2043474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2043472.250000 Penalty: 3177.843750
	Iteration 44Q: 3 clusters Score -2043472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2043473.250000 Penalty: 3177.843750
	Iteration 45Q: 3 clusters Score -2043473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2043472.875000 Penalty: 3177.843750
	Iteration 46Q: 3 clusters Score -2043473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2043475.875000 Penalty: 3177.843750
	Iteration 47Q: 3 clusters Score -2043476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2043474.625000 Penalty: 3177.843750
	Iteration 48Q: 3 clusters Score -2043475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2043475.125000 Penalty: 3177.843750
	Iteration 49Q: 3 clusters Score -2043475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2043477.750000 Penalty: 3177.843750
	Iteration 50Q: 3 clusters Score -2043478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2043482.000000 Penalty: 3177.843750
	Iteration 51Q: 3 clusters Score -2043482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2043480.875000 Penalty: 3177.843750
	Iteration 52Q: 3 clusters Score -2043481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2043481.000000 Penalty: 3177.843750
	Iteration 53Q: 3 clusters Score -2043481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2043481.000000 Penalty: 3177.843750
	Iteration 54F: 3 clusters Score -2043481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Entering Unmasked Estep 
Score: -1125422.875000 Penalty: 1493.894043
	Iteration 0F: 2 clusters Score -1125423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1118296.750000 Penalty: 2987.788086
	Iteration 0F: 3 clusters Score -1118297 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1120622.500000 Penalty: 2987.788086
	Iteration 1F: 3 clusters Score -1120622 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1120893.375000 Penalty: 2987.788086
	Iteration 2F: 3 clusters Score -1120893 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1121111.500000 Penalty: 2987.788086
	Iteration 3F: 3 clusters Score -1121112 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1121287.625000 Penalty: 2987.788086
	Iteration 4Q: 3 clusters Score -1121288 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1121473.250000 Penalty: 2987.788086
	Iteration 5Q: 3 clusters Score -1121473 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1121668.250000 Penalty: 2987.788086
	Iteration 6Q: 3 clusters Score -1121668 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1121891.000000 Penalty: 2987.788086
	Iteration 7Q: 3 clusters Score -1121891 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1122167.625000 Penalty: 2987.788086
	Iteration 8Q: 3 clusters Score -1122168 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1122459.000000 Penalty: 2987.788086
	Iteration 9Q: 3 clusters Score -1122459 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1122748.750000 Penalty: 2987.788086
	Iteration 10Q: 3 clusters Score -1122749 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1123038.500000 Penalty: 2987.788086
	Iteration 11Q: 3 clusters Score -1123038 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1123320.750000 Penalty: 2987.788086
	Iteration 12Q: 3 clusters Score -1123321 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1123552.625000 Penalty: 2987.788086
	Iteration 13Q: 3 clusters Score -1123553 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1123734.625000 Penalty: 2987.788086
	Iteration 14Q: 3 clusters Score -1123735 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1123843.500000 Penalty: 2987.788086
	Iteration 15Q: 3 clusters Score -1123844 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1123915.500000 Penalty: 2987.788086
	Iteration 16Q: 3 clusters Score -1123916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1123959.875000 Penalty: 2987.788086
	Iteration 17Q: 3 clusters Score -1123960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1123997.625000 Penalty: 2987.788086
	Iteration 18Q: 3 clusters Score -1123998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1124027.750000 Penalty: 2987.788086
	Iteration 19Q: 3 clusters Score -1124028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1124058.875000 Penalty: 2987.788086
	Iteration 20F: 3 clusters Score -1124059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1124068.875000 Penalty: 2987.788086
	Iteration 21Q: 3 clusters Score -1124069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1124084.500000 Penalty: 2987.788086
	Iteration 22Q: 3 clusters Score -1124084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1124096.375000 Penalty: 2987.788086
	Iteration 23Q: 3 clusters Score -1124096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1124103.625000 Penalty: 2987.788086
	Iteration 24Q: 3 clusters Score -1124104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1124112.500000 Penalty: 2987.788086
	Iteration 25Q: 3 clusters Score -1124112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1124117.625000 Penalty: 2987.788086
	Iteration 26Q: 3 clusters Score -1124118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1124116.875000 Penalty: 2987.788086
	Iteration 27Q: 3 clusters Score -1124117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1124117.375000 Penalty: 2987.788086
	Iteration 28Q: 3 clusters Score -1124117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1124117.375000 Penalty: 2987.788086
	Iteration 29F: 3 clusters Score -1124117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Entering Unmasked Estep 
Score: -1804577.500000 Penalty: 1575.655396
	Iteration 0F: 2 clusters Score -1804578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1793301.000000 Penalty: 3151.310791
	Iteration 0F: 3 clusters Score -1793301 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1797153.625000 Penalty: 3151.310791
	Iteration 1F: 3 clusters Score -1797154 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1797398.750000 Penalty: 3151.310791
	Iteration 2Q: 3 clusters Score -1797399 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1797639.125000 Penalty: 3151.310791
	Iteration 3Q: 3 clusters Score -1797639 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1797879.125000 Penalty: 3151.310791
	Iteration 4Q: 3 clusters Score -1797879 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1798151.125000 Penalty: 3151.310791
	Iteration 5Q: 3 clusters Score -1798151 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1798534.500000 Penalty: 3151.310791
	Iteration 6Q: 3 clusters Score -1798534 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1799088.375000 Penalty: 3151.310791
	Iteration 7F: 3 clusters Score -1799088 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1799883.625000 Penalty: 3151.310791
	Iteration 8F: 3 clusters Score -1799884 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1800857.625000 Penalty: 3151.310791
	Iteration 9F: 3 clusters Score -1800858 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1801867.250000 Penalty: 3151.310791
	Iteration 10F: 3 clusters Score -1801867 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1802574.250000 Penalty: 3151.310791
	Iteration 11Q: 3 clusters Score -1802574 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1802909.750000 Penalty: 3151.310791
	Iteration 12Q: 3 clusters Score -1802910 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1803047.125000 Penalty: 3151.310791
	Iteration 13Q: 3 clusters Score -1803047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1803093.000000 Penalty: 3151.310791
	Iteration 14Q: 3 clusters Score -1803093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1803132.000000 Penalty: 3151.310791
	Iteration 15Q: 3 clusters Score -1803132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1803156.750000 Penalty: 3151.310791
	Iteration 16Q: 3 clusters Score -1803157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1803169.750000 Penalty: 3151.310791
	Iteration 17Q: 3 clusters Score -1803170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1803177.375000 Penalty: 3151.310791
	Iteration 18Q: 3 clusters Score -1803177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1803187.250000 Penalty: 3151.310791
	Iteration 19Q: 3 clusters Score -1803187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1803189.500000 Penalty: 3151.310791
	Iteration 20F: 3 clusters Score -1803190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1803193.125000 Penalty: 3151.310791
	Iteration 21Q: 3 clusters Score -1803193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1803200.250000 Penalty: 3151.310791
	Iteration 22Q: 3 clusters Score -1803200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1803200.250000 Penalty: 3151.310791
	Iteration 23F: 3 clusters Score -1803200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (96401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96401 members 
Entering Unmasked Estep 
Score: -11190935.000000 Penalty: 1864.894165
	Iteration 0F: 2 clusters Score -1.119094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -11128913.000000 Penalty: 3729.788330
	Iteration 0F: 3 clusters Score -1.112891e+07 nChanged 46148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -11155583.000000 Penalty: 3729.788330
	Iteration 1F: 3 clusters Score -1.115558e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -11156179.000000 Penalty: 3729.788330
	Iteration 2Q: 3 clusters Score -1.115618e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -11156841.000000 Penalty: 3729.788330
	Iteration 3Q: 3 clusters Score -1.115684e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -11157843.000000 Penalty: 3729.788330
	Iteration 4Q: 3 clusters Score -1.115784e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -11159348.000000 Penalty: 3729.788330
	Iteration 5Q: 3 clusters Score -1.115935e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -11161935.000000 Penalty: 3729.788330
	Iteration 6Q: 3 clusters Score -1.116194e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -11165908.000000 Penalty: 3729.788330
	Iteration 7F: 3 clusters Score -1.116591e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -11171410.000000 Penalty: 3729.788330
	Iteration 8F: 3 clusters Score -1.117141e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -11176999.000000 Penalty: 3729.788330
	Iteration 9F: 3 clusters Score -1.1177e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -11181147.000000 Penalty: 3729.788330
	Iteration 10F: 3 clusters Score -1.118115e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 72521 members 
Entering Unmasked Estep 
Score: -11183779.000000 Penalty: 3729.788330
	Iteration 11Q: 3 clusters Score -1.118378e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 72956 members 
Entering Unmasked Estep 
Score: -11185535.000000 Penalty: 3729.788330
	Iteration 12Q: 3 clusters Score -1.118554e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -11186464.000000 Penalty: 3729.788330
	Iteration 13Q: 3 clusters Score -1.118646e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -11187144.000000 Penalty: 3729.788330
	Iteration 14Q: 3 clusters Score -1.118714e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -11187801.000000 Penalty: 3729.788330
	Iteration 15Q: 3 clusters Score -1.11878e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -11188253.000000 Penalty: 3729.788330
	Iteration 16Q: 3 clusters Score -1.118825e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 73559 members 
Entering Unmasked Estep 
Score: -11188716.000000 Penalty: 3729.788330
	Iteration 17Q: 3 clusters Score -1.118872e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -11189148.000000 Penalty: 3729.788330
	Iteration 18Q: 3 clusters Score -1.118915e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 73285 members 
Entering Unmasked Estep 
Score: -11189602.000000 Penalty: 3729.788330
	Iteration 19Q: 3 clusters Score -1.11896e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 73029 members 
Entering Unmasked Estep 
Score: -11189984.000000 Penalty: 3729.788330
	Iteration 20F: 3 clusters Score -1.118998e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 72801 members 
Entering Unmasked Estep 
Score: -11190360.000000 Penalty: 3729.788330
	Iteration 21Q: 3 clusters Score -1.119036e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -11190657.000000 Penalty: 3729.788330
	Iteration 22Q: 3 clusters Score -1.119066e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -11190785.000000 Penalty: 3729.788330
	Iteration 23Q: 3 clusters Score -1.119078e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -11190880.000000 Penalty: 3729.788330
	Iteration 24Q: 3 clusters Score -1.119088e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 72671 members 
Entering Unmasked Estep 
Score: -11191000.000000 Penalty: 3729.788330
	Iteration 25Q: 3 clusters Score -1.1191e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 72749 members 
Entering Unmasked Estep 
Score: -11191030.000000 Penalty: 3729.788330
	Iteration 26Q: 3 clusters Score -1.119103e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -11191068.000000 Penalty: 3729.788330
	Iteration 27Q: 3 clusters Score -1.119107e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -11191067.000000 Penalty: 3729.788330
	Iteration 28Q: 3 clusters Score -1.119107e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -11191098.000000 Penalty: 3729.788330
	Iteration 29Q: 3 clusters Score -1.11911e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -11191095.000000 Penalty: 3729.788330
	Iteration 30Q: 3 clusters Score -1.11911e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 73202 members 
Entering Unmasked Estep 
Score: -11191082.000000 Penalty: 3729.788330
	Iteration 31Q: 3 clusters Score -1.119108e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 73273 members 
Entering Unmasked Estep 
Score: -11191080.000000 Penalty: 3729.788330
	Iteration 32Q: 3 clusters Score -1.119108e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 73346 members 
Entering Unmasked Estep 
Score: -11191064.000000 Penalty: 3729.788330
	Iteration 33Q: 3 clusters Score -1.119106e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -11191079.000000 Penalty: 3729.788330
	Iteration 34Q: 3 clusters Score -1.119108e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -11191062.000000 Penalty: 3729.788330
	Iteration 35Q: 3 clusters Score -1.119106e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -11191070.000000 Penalty: 3729.788330
	Iteration 36Q: 3 clusters Score -1.119107e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -11191089.000000 Penalty: 3729.788330
	Iteration 37Q: 3 clusters Score -1.119109e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 73595 members 
Entering Unmasked Estep 
Score: -11191099.000000 Penalty: 3729.788330
	Iteration 38Q: 3 clusters Score -1.11911e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -11191093.000000 Penalty: 3729.788330
	Iteration 39Q: 3 clusters Score -1.119109e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -11191088.000000 Penalty: 3729.788330
	Iteration 40F: 3 clusters Score -1.119109e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -11191106.000000 Penalty: 3729.788330
	Iteration 41Q: 3 clusters Score -1.119111e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -11191104.000000 Penalty: 3729.788330
	Iteration 42Q: 3 clusters Score -1.11911e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 73740 members 
Entering Unmasked Estep 
Score: -11191100.000000 Penalty: 3729.788330
	Iteration 43Q: 3 clusters Score -1.11911e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 73765 members 
Entering Unmasked Estep 
Score: -11191096.000000 Penalty: 3729.788330
	Iteration 44Q: 3 clusters Score -1.11911e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -11191099.000000 Penalty: 3729.788330
	Iteration 45Q: 3 clusters Score -1.11911e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 73822 members 
Entering Unmasked Estep 
Score: -11191091.000000 Penalty: 3729.788330
	Iteration 46Q: 3 clusters Score -1.119109e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
Score: -11191085.000000 Penalty: 3729.788330
	Iteration 47Q: 3 clusters Score -1.119108e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 73875 members 
Entering Unmasked Estep 
Score: -11191086.000000 Penalty: 3729.788330
	Iteration 48Q: 3 clusters Score -1.119109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -11191092.000000 Penalty: 3729.788330
	Iteration 49Q: 3 clusters Score -1.119109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -11191096.000000 Penalty: 3729.788330
	Iteration 50Q: 3 clusters Score -1.11911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 73906 members 
Entering Unmasked Estep 
Score: -11191085.000000 Penalty: 3729.788330
	Iteration 51Q: 3 clusters Score -1.119108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -11191087.000000 Penalty: 3729.788330
	Iteration 52Q: 3 clusters Score -1.119109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -11191077.000000 Penalty: 3729.788330
	Iteration 53Q: 3 clusters Score -1.119108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 73939 members 
Entering Unmasked Estep 
Score: -11191081.000000 Penalty: 3729.788330
	Iteration 54Q: 3 clusters Score -1.119108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 73947 members 
Entering Unmasked Estep 
Score: -11191084.000000 Penalty: 3729.788330
	Iteration 55Q: 3 clusters Score -1.119108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -11191076.000000 Penalty: 3729.788330
	Iteration 56Q: 3 clusters Score -1.119108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -11191087.000000 Penalty: 3729.788330
	Iteration 57Q: 3 clusters Score -1.119109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -11191082.000000 Penalty: 3729.788330
	Iteration 58Q: 3 clusters Score -1.119108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -11191081.000000 Penalty: 3729.788330
	Iteration 59Q: 3 clusters Score -1.119108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -11191078.000000 Penalty: 3729.788330
	Iteration 60F: 3 clusters Score -1.119108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -11191069.000000 Penalty: 3729.788330
	Iteration 61Q: 3 clusters Score -1.119107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -11191075.000000 Penalty: 3729.788330
	Iteration 62Q: 3 clusters Score -1.119108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -11191068.000000 Penalty: 3729.788330
	Iteration 63Q: 3 clusters Score -1.119107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 73990 members 
Entering Unmasked Estep 
Score: -11191067.000000 Penalty: 3729.788330
	Iteration 64Q: 3 clusters Score -1.119107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -11191077.000000 Penalty: 3729.788330
	Iteration 65Q: 3 clusters Score -1.119108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -11191074.000000 Penalty: 3729.788330
	Iteration 66Q: 3 clusters Score -1.119107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -11191071.000000 Penalty: 3729.788330
	Iteration 67Q: 3 clusters Score -1.119107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -11191061.000000 Penalty: 3729.788330
	Iteration 68Q: 3 clusters Score -1.119106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -11191063.000000 Penalty: 3729.788330
	Iteration 69Q: 3 clusters Score -1.119106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -11191074.000000 Penalty: 3729.788330
	Iteration 70Q: 3 clusters Score -1.119107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -11191075.000000 Penalty: 3729.788330
	Iteration 71Q: 3 clusters Score -1.119108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -11191078.000000 Penalty: 3729.788330
	Iteration 72Q: 3 clusters Score -1.119108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -11191089.000000 Penalty: 3729.788330
	Iteration 73Q: 3 clusters Score -1.119109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -11191087.000000 Penalty: 3729.788330
	Iteration 74Q: 3 clusters Score -1.119109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 74069 members 
Entering Unmasked Estep 
Score: -11191092.000000 Penalty: 3729.788330
	Iteration 75Q: 3 clusters Score -1.119109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -11191092.000000 Penalty: 3729.788330
	Iteration 76Q: 3 clusters Score -1.119109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 74083 members 
Entering Unmasked Estep 
Score: -11191090.000000 Penalty: 3729.788330
	Iteration 77Q: 3 clusters Score -1.119109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 74093 members 
Entering Unmasked Estep 
Score: -11191099.000000 Penalty: 3729.788330
	Iteration 78Q: 3 clusters Score -1.11911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -11191091.000000 Penalty: 3729.788330
	Iteration 79Q: 3 clusters Score -1.119109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -11191102.000000 Penalty: 3729.788330
	Iteration 80F: 3 clusters Score -1.11911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -11191100.000000 Penalty: 3729.788330
	Iteration 81Q: 3 clusters Score -1.11911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 74118 members 
Entering Unmasked Estep 
Score: -11191093.000000 Penalty: 3729.788330
	Iteration 82Q: 3 clusters Score -1.119109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 74124 members 
Entering Unmasked Estep 
Score: -11191091.000000 Penalty: 3729.788330
	Iteration 83Q: 3 clusters Score -1.119109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 74129 members 
Entering Unmasked Estep 
Score: -11191084.000000 Penalty: 3729.788330
	Iteration 84Q: 3 clusters Score -1.119108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 74134 members 
Entering Unmasked Estep 
Score: -11191081.000000 Penalty: 3729.788330
	Iteration 85Q: 3 clusters Score -1.119108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -11191084.000000 Penalty: 3729.788330
	Iteration 86Q: 3 clusters Score -1.119108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 74150 members 
Entering Unmasked Estep 
Score: -11191089.000000 Penalty: 3729.788330
	Iteration 87Q: 3 clusters Score -1.119109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
Score: -11191089.000000 Penalty: 3729.788330
	Iteration 88Q: 3 clusters Score -1.119109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -11191104.000000 Penalty: 3729.788330
	Iteration 89Q: 3 clusters Score -1.11911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 74181 members 
Entering Unmasked Estep 
Score: -11191108.000000 Penalty: 3729.788330
	Iteration 90Q: 3 clusters Score -1.119111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 74196 members 
Entering Unmasked Estep 
Score: -11191104.000000 Penalty: 3729.788330
	Iteration 91Q: 3 clusters Score -1.11911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -11191098.000000 Penalty: 3729.788330
	Iteration 92Q: 3 clusters Score -1.11911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -11191097.000000 Penalty: 3729.788330
	Iteration 93Q: 3 clusters Score -1.11911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -11191088.000000 Penalty: 3729.788330
	Iteration 94Q: 3 clusters Score -1.119109e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -11191084.000000 Penalty: 3729.788330
	Iteration 95Q: 3 clusters Score -1.119108e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 74270 members 
Entering Unmasked Estep 
Score: -11191082.000000 Penalty: 3729.788330
	Iteration 96Q: 3 clusters Score -1.119108e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -11191081.000000 Penalty: 3729.788330
	Iteration 97Q: 3 clusters Score -1.119108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -11191070.000000 Penalty: 3729.788330
	Iteration 98Q: 3 clusters Score -1.119107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -11191068.000000 Penalty: 3729.788330
	Iteration 99Q: 3 clusters Score -1.119107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -11191068.000000 Penalty: 3729.788330
	Iteration 100F: 3 clusters Score -1.119107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 74351 members 
Entering Unmasked Estep 
Score: -11191060.000000 Penalty: 3729.788330
	Iteration 101Q: 3 clusters Score -1.119106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 74357 members 
Entering Unmasked Estep 
Score: -11191057.000000 Penalty: 3729.788330
	Iteration 102Q: 3 clusters Score -1.119106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 74363 members 
Entering Unmasked Estep 
Score: -11191069.000000 Penalty: 3729.788330
	Iteration 103Q: 3 clusters Score -1.119107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 74373 members 
Entering Unmasked Estep 
Score: -11191068.000000 Penalty: 3729.788330
	Iteration 104Q: 3 clusters Score -1.119107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 74386 members 
Entering Unmasked Estep 
Score: -11191065.000000 Penalty: 3729.788330
	Iteration 105Q: 3 clusters Score -1.119106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -11191081.000000 Penalty: 3729.788330
	Iteration 106Q: 3 clusters Score -1.119108e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -11191085.000000 Penalty: 3729.788330
	Iteration 107Q: 3 clusters Score -1.119108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -11191075.000000 Penalty: 3729.788330
	Iteration 108Q: 3 clusters Score -1.119108e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -11191087.000000 Penalty: 3729.788330
	Iteration 109Q: 3 clusters Score -1.119109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -11191084.000000 Penalty: 3729.788330
	Iteration 110Q: 3 clusters Score -1.119108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
Score: -11191092.000000 Penalty: 3729.788330
	Iteration 111Q: 3 clusters Score -1.119109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
Score: -11191085.000000 Penalty: 3729.788330
	Iteration 112Q: 3 clusters Score -1.119108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
Score: -11191085.000000 Penalty: 3729.788330
	Iteration 113F: 3 clusters Score -1.119108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 94429 members 
Mstep: Class 3 contains 17641 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 16258 members 
Mstep: Class 6 contains 21930 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176256 members 
Mstep: Class 9 contains 48322 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95611 members 
Mstep: Class 12 contains 85243 members 
Mstep: Class 13 contains 3194 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26681 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40697 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 33143 members 
Mstep: Class 21 contains 92571 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 74471 members 
Entering Unmasked Estep 
Score: -102095440.000000 Penalty: 51286.125000
Splitting cluster 6 changes total score from -102095448.000000 to -102095440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -445004.281250 Penalty: 1344.914185
	Iteration 0F: 2 clusters Score -445004.3 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 1913 members 
Entering Unmasked Estep 
Score: -441727.687500 Penalty: 2689.828369
	Iteration 0F: 3 clusters Score -441727.7 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -442679.187500 Penalty: 2689.828369
	Iteration 1F: 3 clusters Score -442679.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -442898.468750 Penalty: 2689.828369
	Iteration 2F: 3 clusters Score -442898.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -443030.781250 Penalty: 2689.828369
	Iteration 3F: 3 clusters Score -443030.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -443127.906250 Penalty: 2689.828369
	Iteration 4Q: 3 clusters Score -443127.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -443192.906250 Penalty: 2689.828369
	Iteration 5Q: 3 clusters Score -443192.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -443248.750000 Penalty: 2689.828369
	Iteration 6Q: 3 clusters Score -443248.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -443299.500000 Penalty: 2689.828369
	Iteration 7Q: 3 clusters Score -443299.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -443333.437500 Penalty: 2689.828369
	Iteration 8Q: 3 clusters Score -443333.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -443358.500000 Penalty: 2689.828369
	Iteration 9Q: 3 clusters Score -443358.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -443374.156250 Penalty: 2689.828369
	Iteration 10Q: 3 clusters Score -443374.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -443390.312500 Penalty: 2689.828369
	Iteration 11Q: 3 clusters Score -443390.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -443404.093750 Penalty: 2689.828369
	Iteration 12Q: 3 clusters Score -443404.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -443422.375000 Penalty: 2689.828369
	Iteration 13Q: 3 clusters Score -443422.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -443439.281250 Penalty: 2689.828369
	Iteration 14Q: 3 clusters Score -443439.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -443448.937500 Penalty: 2689.828369
	Iteration 15Q: 3 clusters Score -443448.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -443460.718750 Penalty: 2689.828369
	Iteration 16Q: 3 clusters Score -443460.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -443470.750000 Penalty: 2689.828369
	Iteration 17Q: 3 clusters Score -443470.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -443478.843750 Penalty: 2689.828369
	Iteration 18Q: 3 clusters Score -443478.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -443486.062500 Penalty: 2689.828369
	Iteration 19Q: 3 clusters Score -443486.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -443490.187500 Penalty: 2689.828369
	Iteration 20F: 3 clusters Score -443490.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -443493.406250 Penalty: 2689.828369
	Iteration 21Q: 3 clusters Score -443493.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -443495.000000 Penalty: 2689.828369
	Iteration 22Q: 3 clusters Score -443495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -443498.031250 Penalty: 2689.828369
	Iteration 23Q: 3 clusters Score -443498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -443501.406250 Penalty: 2689.828369
	Iteration 24Q: 3 clusters Score -443501.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -443504.093750 Penalty: 2689.828369
	Iteration 25Q: 3 clusters Score -443504.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -443506.906250 Penalty: 2689.828369
	Iteration 26Q: 3 clusters Score -443506.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -443508.750000 Penalty: 2689.828369
	Iteration 27Q: 3 clusters Score -443508.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -443510.062500 Penalty: 2689.828369
	Iteration 28Q: 3 clusters Score -443510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -443510.562500 Penalty: 2689.828369
	Iteration 29Q: 3 clusters Score -443510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -443510.781250 Penalty: 2689.828369
	Iteration 30Q: 3 clusters Score -443510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -443510.968750 Penalty: 2689.828369
	Iteration 31Q: 3 clusters Score -443511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -443510.937500 Penalty: 2689.828369
	Iteration 32Q: 3 clusters Score -443510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -443510.937500 Penalty: 2689.828369
	Iteration 33F: 3 clusters Score -443510.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (176256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176256 members 
Entering Unmasked Estep 
Score: -19964408.000000 Penalty: 1962.950073
	Iteration 0F: 2 clusters Score -1.996441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -19858372.000000 Penalty: 3925.900146
	Iteration 0F: 3 clusters Score -1.985837e+07 nChanged 85078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89622 members 
Mstep: Class 2 contains 86634 members 
Entering Unmasked Estep 
Score: -19908078.000000 Penalty: 3925.900146
	Iteration 1F: 3 clusters Score -1.990808e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 85385 members 
Entering Unmasked Estep 
Score: -19908772.000000 Penalty: 3925.900146
	Iteration 2Q: 3 clusters Score -1.990877e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 83456 members 
Entering Unmasked Estep 
Score: -19909542.000000 Penalty: 3925.900146
	Iteration 3Q: 3 clusters Score -1.990954e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -19910766.000000 Penalty: 3925.900146
	Iteration 4Q: 3 clusters Score -1.991077e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -19912612.000000 Penalty: 3925.900146
	Iteration 5Q: 3 clusters Score -1.991261e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106700 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -19915620.000000 Penalty: 3925.900146
	Iteration 6Q: 3 clusters Score -1.991562e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115681 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -19921084.000000 Penalty: 3925.900146
	Iteration 7F: 3 clusters Score -1.992108e+07 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127436 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -19929538.000000 Penalty: 3925.900146
	Iteration 8F: 3 clusters Score -1.992954e+07 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140606 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -19940690.000000 Penalty: 3925.900146
	Iteration 9F: 3 clusters Score -1.994069e+07 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152511 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -19951974.000000 Penalty: 3925.900146
	Iteration 10F: 3 clusters Score -1.995197e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161380 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -19958934.000000 Penalty: 3925.900146
	Iteration 11F: 3 clusters Score -1.995893e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167248 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -19961454.000000 Penalty: 3925.900146
	Iteration 12Q: 3 clusters Score -1.996145e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170888 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -19962746.000000 Penalty: 3925.900146
	Iteration 13Q: 3 clusters Score -1.996275e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173114 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -19963082.000000 Penalty: 3925.900146
	Iteration 14Q: 3 clusters Score -1.996308e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174419 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -19963090.000000 Penalty: 3925.900146
	Iteration 15Q: 3 clusters Score -1.996309e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175104 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -19963020.000000 Penalty: 3925.900146
	Iteration 16Q: 3 clusters Score -1.996302e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175437 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19963008.000000 Penalty: 3925.900146
	Iteration 17Q: 3 clusters Score -1.996301e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175648 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -19963000.000000 Penalty: 3925.900146
	Iteration 18Q: 3 clusters Score -1.9963e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175750 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -19962940.000000 Penalty: 3925.900146
	Iteration 19Q: 3 clusters Score -1.996294e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175822 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -19962934.000000 Penalty: 3925.900146
	Iteration 20F: 3 clusters Score -1.996293e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175864 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -19962966.000000 Penalty: 3925.900146
	Iteration 21Q: 3 clusters Score -1.996297e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175887 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -19962968.000000 Penalty: 3925.900146
	Iteration 22Q: 3 clusters Score -1.996297e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175899 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19962984.000000 Penalty: 3925.900146
	Iteration 23Q: 3 clusters Score -1.996298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175914 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -19962982.000000 Penalty: 3925.900146
	Iteration 24Q: 3 clusters Score -1.996298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175925 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19962986.000000 Penalty: 3925.900146
	Iteration 25Q: 3 clusters Score -1.996299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175937 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19962994.000000 Penalty: 3925.900146
	Iteration 26Q: 3 clusters Score -1.996299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175946 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -19962980.000000 Penalty: 3925.900146
	Iteration 27Q: 3 clusters Score -1.996298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175950 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19962980.000000 Penalty: 3925.900146
	Iteration 28Q: 3 clusters Score -1.996298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175951 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19962980.000000 Penalty: 3925.900146
	Iteration 29Q: 3 clusters Score -1.996298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175952 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19962988.000000 Penalty: 3925.900146
	Iteration 30Q: 3 clusters Score -1.996299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175953 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19962984.000000 Penalty: 3925.900146
	Iteration 31Q: 3 clusters Score -1.996298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175953 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19962984.000000 Penalty: 3925.900146
	Iteration 32F: 3 clusters Score -1.996298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Entering Unmasked Estep 
Score: -5541265.000000 Penalty: 1752.666870
	Iteration 0F: 2 clusters Score -5541265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -5508931.000000 Penalty: 3505.333740
	Iteration 0F: 3 clusters Score -5508931 nChanged 22627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -5521814.500000 Penalty: 3505.333740
	Iteration 1F: 3 clusters Score -5521814 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -5522590.500000 Penalty: 3505.333740
	Iteration 2Q: 3 clusters Score -5522590 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -5523718.500000 Penalty: 3505.333740
	Iteration 3F: 3 clusters Score -5523718 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -5525565.500000 Penalty: 3505.333740
	Iteration 4F: 3 clusters Score -5525566 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -5528338.500000 Penalty: 3505.333740
	Iteration 5F: 3 clusters Score -5528338 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -5531872.500000 Penalty: 3505.333740
	Iteration 6F: 3 clusters Score -5531872 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -5535345.000000 Penalty: 3505.333740
	Iteration 7F: 3 clusters Score -5535345 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5537738.500000 Penalty: 3505.333740
	Iteration 8F: 3 clusters Score -5537738 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5538945.000000 Penalty: 3505.333740
	Iteration 9Q: 3 clusters Score -5538945 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5539371.000000 Penalty: 3505.333740
	Iteration 10Q: 3 clusters Score -5539371 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5539553.000000 Penalty: 3505.333740
	Iteration 11Q: 3 clusters Score -5539553 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5539667.000000 Penalty: 3505.333740
	Iteration 12Q: 3 clusters Score -5539667 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5539712.500000 Penalty: 3505.333740
	Iteration 13Q: 3 clusters Score -5539712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5539745.000000 Penalty: 3505.333740
	Iteration 14Q: 3 clusters Score -5539745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5539771.000000 Penalty: 3505.333740
	Iteration 15Q: 3 clusters Score -5539771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5539791.500000 Penalty: 3505.333740
	Iteration 16Q: 3 clusters Score -5539792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5539813.500000 Penalty: 3505.333740
	Iteration 17Q: 3 clusters Score -5539814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5539814.000000 Penalty: 3505.333740
	Iteration 18Q: 3 clusters Score -5539814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5539822.500000 Penalty: 3505.333740
	Iteration 19Q: 3 clusters Score -5539822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5539819.500000 Penalty: 3505.333740
	Iteration 20F: 3 clusters Score -5539820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5539822.000000 Penalty: 3505.333740
	Iteration 21Q: 3 clusters Score -5539822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5539830.500000 Penalty: 3505.333740
	Iteration 22Q: 3 clusters Score -5539830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5539830.000000 Penalty: 3505.333740
	Iteration 23Q: 3 clusters Score -5539830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5539836.500000 Penalty: 3505.333740
	Iteration 24Q: 3 clusters Score -5539836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5539835.000000 Penalty: 3505.333740
	Iteration 25Q: 3 clusters Score -5539835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5539837.500000 Penalty: 3505.333740
	Iteration 26Q: 3 clusters Score -5539838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5539835.500000 Penalty: 3505.333740
	Iteration 27Q: 3 clusters Score -5539836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5539835.500000 Penalty: 3505.333740
	Iteration 28F: 3 clusters Score -5539836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -46339.765625 Penalty: 1005.258911
	Iteration 0F: 2 clusters Score -46339.77 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 243 members 
Entering Unmasked Estep 
Score: -45494.210938 Penalty: 2010.517822
	Iteration 0F: 3 clusters Score -45494.21 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45883.847656 Penalty: 2010.517822
	Iteration 1F: 3 clusters Score -45883.85 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46181.636719 Penalty: 2010.517822
	Iteration 2F: 3 clusters Score -46181.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46443.804688 Penalty: 2010.517822
	Iteration 3F: 3 clusters Score -46443.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46509.402344 Penalty: 2010.517822
	Iteration 4Q: 3 clusters Score -46509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46517.253906 Penalty: 2010.517822
	Iteration 5Q: 3 clusters Score -46517.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46531.734375 Penalty: 2010.517822
	Iteration 6Q: 3 clusters Score -46531.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -46534.035156 Penalty: 2010.517822
	Iteration 7Q: 3 clusters Score -46534.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -46534.035156 Penalty: 2010.517822
	Iteration 8F: 3 clusters Score -46534.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 94429 members 
Mstep: Class 3 contains 17641 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 16258 members 
Mstep: Class 6 contains 96401 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176256 members 
Mstep: Class 9 contains 48322 members 
Mstep: Class 10 contains 154 members 
Mstep: Class 11 contains 95611 members 
Mstep: Class 12 contains 85243 members 
Mstep: Class 13 contains 3194 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26681 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40697 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 33143 members 
Mstep: Class 21 contains 92571 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 332 members 
Entering Unmasked Estep 
Score: -102094176.000000 Penalty: 51286.125000
Splitting cluster 10 changes total score from -102095448.000000 to -102094176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (95611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95611 members 
Entering Unmasked Estep 
Score: -11016959.000000 Penalty: 1863.557007
	Iteration 0F: 2 clusters Score -1.101696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -10954828.000000 Penalty: 3727.114014
	Iteration 0F: 3 clusters Score -1.095483e+07 nChanged 45779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -10981167.000000 Penalty: 3727.114014
	Iteration 1F: 3 clusters Score -1.098117e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -10981775.000000 Penalty: 3727.114014
	Iteration 2Q: 3 clusters Score -1.098178e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -10982424.000000 Penalty: 3727.114014
	Iteration 3Q: 3 clusters Score -1.098242e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -10983357.000000 Penalty: 3727.114014
	Iteration 4Q: 3 clusters Score -1.098336e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -10984979.000000 Penalty: 3727.114014
	Iteration 5Q: 3 clusters Score -1.098498e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -10987741.000000 Penalty: 3727.114014
	Iteration 6F: 3 clusters Score -1.098774e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -10992334.000000 Penalty: 3727.114014
	Iteration 7F: 3 clusters Score -1.099233e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74261 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -10998497.000000 Penalty: 3727.114014
	Iteration 8F: 3 clusters Score -1.09985e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -11005052.000000 Penalty: 3727.114014
	Iteration 9F: 3 clusters Score -1.100505e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87404 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -11010111.000000 Penalty: 3727.114014
	Iteration 10F: 3 clusters Score -1.101011e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90953 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -11013128.000000 Penalty: 3727.114014
	Iteration 11Q: 3 clusters Score -1.101313e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92619 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -11014726.000000 Penalty: 3727.114014
	Iteration 12Q: 3 clusters Score -1.101473e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -11015548.000000 Penalty: 3727.114014
	Iteration 13Q: 3 clusters Score -1.101555e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -11015841.000000 Penalty: 3727.114014
	Iteration 14Q: 3 clusters Score -1.101584e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93621 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -11015932.000000 Penalty: 3727.114014
	Iteration 15Q: 3 clusters Score -1.101593e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93727 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -11015969.000000 Penalty: 3727.114014
	Iteration 16Q: 3 clusters Score -1.101597e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93803 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -11015971.000000 Penalty: 3727.114014
	Iteration 17Q: 3 clusters Score -1.101597e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93869 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11015981.000000 Penalty: 3727.114014
	Iteration 18Q: 3 clusters Score -1.101598e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93935 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -11016015.000000 Penalty: 3727.114014
	Iteration 19Q: 3 clusters Score -1.101602e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93990 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -11016031.000000 Penalty: 3727.114014
	Iteration 20F: 3 clusters Score -1.101603e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94032 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -11016029.000000 Penalty: 3727.114014
	Iteration 21Q: 3 clusters Score -1.101603e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11016062.000000 Penalty: 3727.114014
	Iteration 22Q: 3 clusters Score -1.101606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94081 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -11016080.000000 Penalty: 3727.114014
	Iteration 23Q: 3 clusters Score -1.101608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94103 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -11016065.000000 Penalty: 3727.114014
	Iteration 24Q: 3 clusters Score -1.101606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -11016060.000000 Penalty: 3727.114014
	Iteration 25Q: 3 clusters Score -1.101606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94129 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -11016056.000000 Penalty: 3727.114014
	Iteration 26Q: 3 clusters Score -1.101606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94136 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -11016045.000000 Penalty: 3727.114014
	Iteration 27Q: 3 clusters Score -1.101604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94144 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11016054.000000 Penalty: 3727.114014
	Iteration 28Q: 3 clusters Score -1.101605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -11016058.000000 Penalty: 3727.114014
	Iteration 29Q: 3 clusters Score -1.101606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94154 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -11016059.000000 Penalty: 3727.114014
	Iteration 30Q: 3 clusters Score -1.101606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -11016059.000000 Penalty: 3727.114014
	Iteration 31Q: 3 clusters Score -1.101606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -11016060.000000 Penalty: 3727.114014
	Iteration 32Q: 3 clusters Score -1.101606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11016060.000000 Penalty: 3727.114014
	Iteration 33Q: 3 clusters Score -1.101606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -11016063.000000 Penalty: 3727.114014
	Iteration 34Q: 3 clusters Score -1.101606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94164 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -11016066.000000 Penalty: 3727.114014
	Iteration 35Q: 3 clusters Score -1.101607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94166 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11016066.000000 Penalty: 3727.114014
	Iteration 36Q: 3 clusters Score -1.101607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -11016062.000000 Penalty: 3727.114014
	Iteration 37Q: 3 clusters Score -1.101606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -11016062.000000 Penalty: 3727.114014
	Iteration 38F: 3 clusters Score -1.101606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85243 members 
Entering Unmasked Estep 
Score: -9958956.000000 Penalty: 1844.904907
	Iteration 0F: 2 clusters Score -9958956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -9902724.000000 Penalty: 3689.809814
	Iteration 0F: 3 clusters Score -9902724 nChanged 40604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -9926000.000000 Penalty: 3689.809814
	Iteration 1F: 3 clusters Score -9926000 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -9926753.000000 Penalty: 3689.809814
	Iteration 2Q: 3 clusters Score -9926753 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -9927628.000000 Penalty: 3689.809814
	Iteration 3Q: 3 clusters Score -9927628 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -9929011.000000 Penalty: 3689.809814
	Iteration 4Q: 3 clusters Score -9929011 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -9930981.000000 Penalty: 3689.809814
	Iteration 5Q: 3 clusters Score -9930981 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -9934419.000000 Penalty: 3689.809814
	Iteration 6F: 3 clusters Score -9934419 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -9939571.000000 Penalty: 3689.809814
	Iteration 7F: 3 clusters Score -9939571 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -9945942.000000 Penalty: 3689.809814
	Iteration 8F: 3 clusters Score -9945942 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -9951499.000000 Penalty: 3689.809814
	Iteration 9F: 3 clusters Score -9951499 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -9954892.000000 Penalty: 3689.809814
	Iteration 10Q: 3 clusters Score -9954892 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 83319 members 
Entering Unmasked Estep 
Score: -9956253.000000 Penalty: 3689.809814
	Iteration 11Q: 3 clusters Score -9956253 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -9956821.000000 Penalty: 3689.809814
	Iteration 12Q: 3 clusters Score -9956821 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -9957087.000000 Penalty: 3689.809814
	Iteration 13Q: 3 clusters Score -9957087 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 84649 members 
Entering Unmasked Estep 
Score: -9957234.000000 Penalty: 3689.809814
	Iteration 14Q: 3 clusters Score -9957234 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -9957298.000000 Penalty: 3689.809814
	Iteration 15Q: 3 clusters Score -9957298 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -9957362.000000 Penalty: 3689.809814
	Iteration 16Q: 3 clusters Score -9957362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -9957397.000000 Penalty: 3689.809814
	Iteration 17Q: 3 clusters Score -9957397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 84833 members 
Entering Unmasked Estep 
Score: -9957430.000000 Penalty: 3689.809814
	Iteration 18Q: 3 clusters Score -9957430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 84846 members 
Entering Unmasked Estep 
Score: -9957450.000000 Penalty: 3689.809814
	Iteration 19Q: 3 clusters Score -9957450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -9957459.000000 Penalty: 3689.809814
	Iteration 20F: 3 clusters Score -9957459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 84861 members 
Entering Unmasked Estep 
Score: -9957468.000000 Penalty: 3689.809814
	Iteration 21Q: 3 clusters Score -9957468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 84861 members 
Entering Unmasked Estep 
Score: -9957471.000000 Penalty: 3689.809814
	Iteration 22Q: 3 clusters Score -9957471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 84866 members 
Entering Unmasked Estep 
Score: -9957477.000000 Penalty: 3689.809814
	Iteration 23Q: 3 clusters Score -9957477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 84865 members 
Entering Unmasked Estep 
Score: -9957486.000000 Penalty: 3689.809814
	Iteration 24Q: 3 clusters Score -9957486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
Score: -9957491.000000 Penalty: 3689.809814
	Iteration 25Q: 3 clusters Score -9957491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 84876 members 
Entering Unmasked Estep 
Score: -9957492.000000 Penalty: 3689.809814
	Iteration 26Q: 3 clusters Score -9957492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 84879 members 
Entering Unmasked Estep 
Score: -9957492.000000 Penalty: 3689.809814
	Iteration 27Q: 3 clusters Score -9957492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 84880 members 
Entering Unmasked Estep 
Score: -9957492.000000 Penalty: 3689.809814
	Iteration 28Q: 3 clusters Score -9957492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 84882 members 
Entering Unmasked Estep 
Score: -9957501.000000 Penalty: 3689.809814
	Iteration 29Q: 3 clusters Score -9957501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -9957499.000000 Penalty: 3689.809814
	Iteration 30Q: 3 clusters Score -9957499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 84884 members 
Entering Unmasked Estep 
Score: -9957506.000000 Penalty: 3689.809814
	Iteration 31Q: 3 clusters Score -9957506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 84884 members 
Entering Unmasked Estep 
Score: -9957506.000000 Penalty: 3689.809814
	Iteration 32F: 3 clusters Score -9957506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -371576.718750 Penalty: 1311.217163
	Iteration 0F: 2 clusters Score -371576.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -368693.750000 Penalty: 2622.434326
	Iteration 0F: 3 clusters Score -368693.8 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -369316.625000 Penalty: 2622.434326
	Iteration 1F: 3 clusters Score -369316.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -369460.343750 Penalty: 2622.434326
	Iteration 2F: 3 clusters Score -369460.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -369544.562500 Penalty: 2622.434326
	Iteration 3F: 3 clusters Score -369544.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -369608.093750 Penalty: 2622.434326
	Iteration 4Q: 3 clusters Score -369608.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -369654.718750 Penalty: 2622.434326
	Iteration 5Q: 3 clusters Score -369654.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -369690.968750 Penalty: 2622.434326
	Iteration 6Q: 3 clusters Score -369691 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -369715.125000 Penalty: 2622.434326
	Iteration 7Q: 3 clusters Score -369715.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -369730.625000 Penalty: 2622.434326
	Iteration 8Q: 3 clusters Score -369730.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -369747.812500 Penalty: 2622.434326
	Iteration 9Q: 3 clusters Score -369747.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -369768.625000 Penalty: 2622.434326
	Iteration 10Q: 3 clusters Score -369768.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -369785.250000 Penalty: 2622.434326
	Iteration 11Q: 3 clusters Score -369785.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -369797.687500 Penalty: 2622.434326
	Iteration 12Q: 3 clusters Score -369797.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -369807.812500 Penalty: 2622.434326
	Iteration 13Q: 3 clusters Score -369807.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -369819.312500 Penalty: 2622.434326
	Iteration 14Q: 3 clusters Score -369819.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -369833.531250 Penalty: 2622.434326
	Iteration 15Q: 3 clusters Score -369833.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -369845.437500 Penalty: 2622.434326
	Iteration 16Q: 3 clusters Score -369845.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -369864.781250 Penalty: 2622.434326
	Iteration 17Q: 3 clusters Score -369864.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -369883.187500 Penalty: 2622.434326
	Iteration 18Q: 3 clusters Score -369883.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -369897.375000 Penalty: 2622.434326
	Iteration 19Q: 3 clusters Score -369897.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -369912.968750 Penalty: 2622.434326
	Iteration 20F: 3 clusters Score -369913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -369926.781250 Penalty: 2622.434326
	Iteration 21Q: 3 clusters Score -369926.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -369943.468750 Penalty: 2622.434326
	Iteration 22Q: 3 clusters Score -369943.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -369962.187500 Penalty: 2622.434326
	Iteration 23Q: 3 clusters Score -369962.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -369978.375000 Penalty: 2622.434326
	Iteration 24Q: 3 clusters Score -369978.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -370002.500000 Penalty: 2622.434326
	Iteration 25Q: 3 clusters Score -370002.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -370027.718750 Penalty: 2622.434326
	Iteration 26Q: 3 clusters Score -370027.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -370053.750000 Penalty: 2622.434326
	Iteration 27Q: 3 clusters Score -370053.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -370076.875000 Penalty: 2622.434326
	Iteration 28Q: 3 clusters Score -370076.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -370096.812500 Penalty: 2622.434326
	Iteration 29Q: 3 clusters Score -370096.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -370120.875000 Penalty: 2622.434326
	Iteration 30Q: 3 clusters Score -370120.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -370138.531250 Penalty: 2622.434326
	Iteration 31Q: 3 clusters Score -370138.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -370158.656250 Penalty: 2622.434326
	Iteration 32Q: 3 clusters Score -370158.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -370175.812500 Penalty: 2622.434326
	Iteration 33Q: 3 clusters Score -370175.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -370186.218750 Penalty: 2622.434326
	Iteration 34Q: 3 clusters Score -370186.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -370202.218750 Penalty: 2622.434326
	Iteration 35Q: 3 clusters Score -370202.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -370216.906250 Penalty: 2622.434326
	Iteration 36Q: 3 clusters Score -370216.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -370231.468750 Penalty: 2622.434326
	Iteration 37Q: 3 clusters Score -370231.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -370241.156250 Penalty: 2622.434326
	Iteration 38Q: 3 clusters Score -370241.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -370253.968750 Penalty: 2622.434326
	Iteration 39Q: 3 clusters Score -370254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -370270.312500 Penalty: 2622.434326
	Iteration 40F: 3 clusters Score -370270.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -370290.187500 Penalty: 2622.434326
	Iteration 41Q: 3 clusters Score -370290.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -370306.750000 Penalty: 2622.434326
	Iteration 42Q: 3 clusters Score -370306.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -370315.406250 Penalty: 2622.434326
	Iteration 43Q: 3 clusters Score -370315.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -370320.812500 Penalty: 2622.434326
	Iteration 44Q: 3 clusters Score -370320.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -370327.343750 Penalty: 2622.434326
	Iteration 45Q: 3 clusters Score -370327.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -370335.781250 Penalty: 2622.434326
	Iteration 46Q: 3 clusters Score -370335.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -370346.656250 Penalty: 2622.434326
	Iteration 47Q: 3 clusters Score -370346.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -370357.593750 Penalty: 2622.434326
	Iteration 48Q: 3 clusters Score -370357.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -370362.375000 Penalty: 2622.434326
	Iteration 49Q: 3 clusters Score -370362.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -370365.281250 Penalty: 2622.434326
	Iteration 50Q: 3 clusters Score -370365.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -370369.312500 Penalty: 2622.434326
	Iteration 51Q: 3 clusters Score -370369.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -370372.000000 Penalty: 2622.434326
	Iteration 52Q: 3 clusters Score -370372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -370374.500000 Penalty: 2622.434326
	Iteration 53Q: 3 clusters Score -370374.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -370374.875000 Penalty: 2622.434326
	Iteration 54Q: 3 clusters Score -370374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -370375.437500 Penalty: 2622.434326
	Iteration 55Q: 3 clusters Score -370375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -370375.875000 Penalty: 2622.434326
	Iteration 56Q: 3 clusters Score -370375.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -370375.906250 Penalty: 2622.434326
	Iteration 57Q: 3 clusters Score -370375.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -370375.906250 Penalty: 2622.434326
	Iteration 58F: 3 clusters Score -370375.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Entering Unmasked Estep 
Score: -469388.343750 Penalty: 1359.270508
	Iteration 0F: 2 clusters Score -469388.3 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 2135 members 
Entering Unmasked Estep 
Score: -465894.593750 Penalty: 2718.541016
	Iteration 0F: 3 clusters Score -465894.6 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -466845.906250 Penalty: 2718.541016
	Iteration 1F: 3 clusters Score -466845.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -467087.375000 Penalty: 2718.541016
	Iteration 2F: 3 clusters Score -467087.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -467284.187500 Penalty: 2718.541016
	Iteration 3F: 3 clusters Score -467284.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -467441.468750 Penalty: 2718.541016
	Iteration 4F: 3 clusters Score -467441.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -467560.031250 Penalty: 2718.541016
	Iteration 5Q: 3 clusters Score -467560 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -467659.750000 Penalty: 2718.541016
	Iteration 6Q: 3 clusters Score -467659.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -467770.500000 Penalty: 2718.541016
	Iteration 7Q: 3 clusters Score -467770.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -467868.843750 Penalty: 2718.541016
	Iteration 8Q: 3 clusters Score -467868.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -467955.406250 Penalty: 2718.541016
	Iteration 9Q: 3 clusters Score -467955.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -468030.250000 Penalty: 2718.541016
	Iteration 10Q: 3 clusters Score -468030.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -468108.625000 Penalty: 2718.541016
	Iteration 11Q: 3 clusters Score -468108.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -468173.500000 Penalty: 2718.541016
	Iteration 12Q: 3 clusters Score -468173.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -468230.062500 Penalty: 2718.541016
	Iteration 13Q: 3 clusters Score -468230.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -468267.750000 Penalty: 2718.541016
	Iteration 14Q: 3 clusters Score -468267.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -468296.531250 Penalty: 2718.541016
	Iteration 15Q: 3 clusters Score -468296.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -468319.812500 Penalty: 2718.541016
	Iteration 16Q: 3 clusters Score -468319.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -468335.000000 Penalty: 2718.541016
	Iteration 17Q: 3 clusters Score -468335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -468346.656250 Penalty: 2718.541016
	Iteration 18Q: 3 clusters Score -468346.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -468355.937500 Penalty: 2718.541016
	Iteration 19Q: 3 clusters Score -468355.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -468363.250000 Penalty: 2718.541016
	Iteration 20F: 3 clusters Score -468363.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -468366.187500 Penalty: 2718.541016
	Iteration 21Q: 3 clusters Score -468366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -468369.000000 Penalty: 2718.541016
	Iteration 22Q: 3 clusters Score -468369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -468372.156250 Penalty: 2718.541016
	Iteration 23Q: 3 clusters Score -468372.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -468374.843750 Penalty: 2718.541016
	Iteration 24Q: 3 clusters Score -468374.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -468380.000000 Penalty: 2718.541016
	Iteration 25Q: 3 clusters Score -468380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -468381.156250 Penalty: 2718.541016
	Iteration 26Q: 3 clusters Score -468381.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -468381.281250 Penalty: 2718.541016
	Iteration 27Q: 3 clusters Score -468381.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -468382.218750 Penalty: 2718.541016
	Iteration 28Q: 3 clusters Score -468382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -468383.375000 Penalty: 2718.541016
	Iteration 29Q: 3 clusters Score -468383.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -468385.343750 Penalty: 2718.541016
	Iteration 30Q: 3 clusters Score -468385.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -468386.187500 Penalty: 2718.541016
	Iteration 31Q: 3 clusters Score -468386.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -468386.906250 Penalty: 2718.541016
	Iteration 32Q: 3 clusters Score -468386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -468387.906250 Penalty: 2718.541016
	Iteration 33Q: 3 clusters Score -468387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -468387.875000 Penalty: 2718.541016
	Iteration 34Q: 3 clusters Score -468387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -468388.000000 Penalty: 2718.541016
	Iteration 35Q: 3 clusters Score -468388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -468389.000000 Penalty: 2718.541016
	Iteration 36Q: 3 clusters Score -468389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -468389.000000 Penalty: 2718.541016
	Iteration 37F: 3 clusters Score -468389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Entering Unmasked Estep 
Score: -3067489.500000 Penalty: 1656.152344
	Iteration 0F: 2 clusters Score -3067490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3049390.250000 Penalty: 3312.304688
	Iteration 0F: 3 clusters Score -3049390 nChanged 12298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3056507.000000 Penalty: 3312.304688
	Iteration 1F: 3 clusters Score -3056507 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -3056898.750000 Penalty: 3312.304688
	Iteration 2Q: 3 clusters Score -3056899 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3057317.750000 Penalty: 3312.304688
	Iteration 3Q: 3 clusters Score -3057318 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3057810.000000 Penalty: 3312.304688
	Iteration 4Q: 3 clusters Score -3057810 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3058474.750000 Penalty: 3312.304688
	Iteration 5Q: 3 clusters Score -3058475 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -3059419.000000 Penalty: 3312.304688
	Iteration 6F: 3 clusters Score -3059419 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3060489.000000 Penalty: 3312.304688
	Iteration 7F: 3 clusters Score -3060489 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -3061654.500000 Penalty: 3312.304688
	Iteration 8F: 3 clusters Score -3061654 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3062770.000000 Penalty: 3312.304688
	Iteration 9Q: 3 clusters Score -3062770 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3063578.000000 Penalty: 3312.304688
	Iteration 10Q: 3 clusters Score -3063578 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3064115.250000 Penalty: 3312.304688
	Iteration 11Q: 3 clusters Score -3064115 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -3064443.500000 Penalty: 3312.304688
	Iteration 12Q: 3 clusters Score -3064444 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3064669.500000 Penalty: 3312.304688
	Iteration 13Q: 3 clusters Score -3064670 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3064825.250000 Penalty: 3312.304688
	Iteration 14Q: 3 clusters Score -3064825 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3064970.250000 Penalty: 3312.304688
	Iteration 15Q: 3 clusters Score -3064970 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3065091.000000 Penalty: 3312.304688
	Iteration 16Q: 3 clusters Score -3065091 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3065207.500000 Penalty: 3312.304688
	Iteration 17Q: 3 clusters Score -3065208 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3065301.500000 Penalty: 3312.304688
	Iteration 18Q: 3 clusters Score -3065302 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3065383.750000 Penalty: 3312.304688
	Iteration 19Q: 3 clusters Score -3065384 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3065471.750000 Penalty: 3312.304688
	Iteration 20F: 3 clusters Score -3065472 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3065565.750000 Penalty: 3312.304688
	Iteration 21Q: 3 clusters Score -3065566 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3065625.500000 Penalty: 3312.304688
	Iteration 22Q: 3 clusters Score -3065626 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3065660.500000 Penalty: 3312.304688
	Iteration 23Q: 3 clusters Score -3065660 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3065720.000000 Penalty: 3312.304688
	Iteration 24Q: 3 clusters Score -3065720 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3065758.500000 Penalty: 3312.304688
	Iteration 25Q: 3 clusters Score -3065758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3065790.750000 Penalty: 3312.304688
	Iteration 26Q: 3 clusters Score -3065791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3065823.750000 Penalty: 3312.304688
	Iteration 27Q: 3 clusters Score -3065824 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3065844.250000 Penalty: 3312.304688
	Iteration 28Q: 3 clusters Score -3065844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3065873.500000 Penalty: 3312.304688
	Iteration 29Q: 3 clusters Score -3065874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3065893.000000 Penalty: 3312.304688
	Iteration 30Q: 3 clusters Score -3065893 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3065921.500000 Penalty: 3312.304688
	Iteration 31Q: 3 clusters Score -3065922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3065937.750000 Penalty: 3312.304688
	Iteration 32Q: 3 clusters Score -3065938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3065947.000000 Penalty: 3312.304688
	Iteration 33Q: 3 clusters Score -3065947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3065966.000000 Penalty: 3312.304688
	Iteration 34Q: 3 clusters Score -3065966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3065973.250000 Penalty: 3312.304688
	Iteration 35Q: 3 clusters Score -3065973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3065986.750000 Penalty: 3312.304688
	Iteration 36Q: 3 clusters Score -3065987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3065992.750000 Penalty: 3312.304688
	Iteration 37Q: 3 clusters Score -3065993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3066008.000000 Penalty: 3312.304688
	Iteration 38Q: 3 clusters Score -3066008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3066017.500000 Penalty: 3312.304688
	Iteration 39Q: 3 clusters Score -3066018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3066037.750000 Penalty: 3312.304688
	Iteration 40F: 3 clusters Score -3066038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3066050.500000 Penalty: 3312.304688
	Iteration 41Q: 3 clusters Score -3066050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3066061.000000 Penalty: 3312.304688
	Iteration 42Q: 3 clusters Score -3066061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3066068.500000 Penalty: 3312.304688
	Iteration 43Q: 3 clusters Score -3066068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3066072.000000 Penalty: 3312.304688
	Iteration 44Q: 3 clusters Score -3066072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3066075.250000 Penalty: 3312.304688
	Iteration 45Q: 3 clusters Score -3066075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3066081.500000 Penalty: 3312.304688
	Iteration 46Q: 3 clusters Score -3066082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3066082.000000 Penalty: 3312.304688
	Iteration 47Q: 3 clusters Score -3066082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3066087.500000 Penalty: 3312.304688
	Iteration 48Q: 3 clusters Score -3066088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3066089.750000 Penalty: 3312.304688
	Iteration 49Q: 3 clusters Score -3066090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3066091.500000 Penalty: 3312.304688
	Iteration 50Q: 3 clusters Score -3066092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3066090.250000 Penalty: 3312.304688
	Iteration 51Q: 3 clusters Score -3066090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3066091.750000 Penalty: 3312.304688
	Iteration 52Q: 3 clusters Score -3066092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3066096.750000 Penalty: 3312.304688
	Iteration 53Q: 3 clusters Score -3066097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3066094.500000 Penalty: 3312.304688
	Iteration 54Q: 3 clusters Score -3066094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3066099.500000 Penalty: 3312.304688
	Iteration 55Q: 3 clusters Score -3066100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3066103.250000 Penalty: 3312.304688
	Iteration 56Q: 3 clusters Score -3066103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3066103.250000 Penalty: 3312.304688
	Iteration 57F: 3 clusters Score -3066103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -87592.765625 Penalty: 1096.100952
	Iteration 0F: 2 clusters Score -87592.77 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 420 members 
Entering Unmasked Estep 
Score: -86270.328125 Penalty: 2192.201904
	Iteration 0F: 3 clusters Score -86270.33 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86475.203125 Penalty: 2192.201904
	Iteration 1F: 3 clusters Score -86475.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86533.875000 Penalty: 2192.201904
	Iteration 2F: 3 clusters Score -86533.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -86560.500000 Penalty: 2192.201904
	Iteration 3Q: 3 clusters Score -86560.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86579.898438 Penalty: 2192.201904
	Iteration 4Q: 3 clusters Score -86579.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86601.984375 Penalty: 2192.201904
	Iteration 5Q: 3 clusters Score -86601.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -86616.375000 Penalty: 2192.201904
	Iteration 6Q: 3 clusters Score -86616.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -86628.742188 Penalty: 2192.201904
	Iteration 7Q: 3 clusters Score -86628.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86650.671875 Penalty: 2192.201904
	Iteration 8Q: 3 clusters Score -86650.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86669.695312 Penalty: 2192.201904
	Iteration 9Q: 3 clusters Score -86669.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86689.789062 Penalty: 2192.201904
	Iteration 10Q: 3 clusters Score -86689.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86706.625000 Penalty: 2192.201904
	Iteration 11Q: 3 clusters Score -86706.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -86726.679688 Penalty: 2192.201904
	Iteration 12Q: 3 clusters Score -86726.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86755.382812 Penalty: 2192.201904
	Iteration 13Q: 3 clusters Score -86755.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86774.328125 Penalty: 2192.201904
	Iteration 14Q: 3 clusters Score -86774.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86794.929688 Penalty: 2192.201904
	Iteration 15Q: 3 clusters Score -86794.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86815.226562 Penalty: 2192.201904
	Iteration 16Q: 3 clusters Score -86815.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86830.929688 Penalty: 2192.201904
	Iteration 17Q: 3 clusters Score -86830.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86849.210938 Penalty: 2192.201904
	Iteration 18Q: 3 clusters Score -86849.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86865.351562 Penalty: 2192.201904
	Iteration 19Q: 3 clusters Score -86865.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86882.375000 Penalty: 2192.201904
	Iteration 20F: 3 clusters Score -86882.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86888.687500 Penalty: 2192.201904
	Iteration 21Q: 3 clusters Score -86888.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -86907.703125 Penalty: 2192.201904
	Iteration 22Q: 3 clusters Score -86907.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86916.546875 Penalty: 2192.201904
	Iteration 23Q: 3 clusters Score -86916.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -86919.890625 Penalty: 2192.201904
	Iteration 24Q: 3 clusters Score -86919.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86921.117188 Penalty: 2192.201904
	Iteration 25Q: 3 clusters Score -86921.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86921.117188 Penalty: 2192.201904
	Iteration 26F: 3 clusters Score -86921.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Entering Unmasked Estep 
Score: -4513815.500000 Penalty: 1724.760376
	Iteration 0F: 2 clusters Score -4513816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -4486710.500000 Penalty: 3449.520752
	Iteration 0F: 3 clusters Score -4486710 nChanged 18918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -4497132.500000 Penalty: 3449.520752
	Iteration 1F: 3 clusters Score -4497132 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -4497535.500000 Penalty: 3449.520752
	Iteration 2Q: 3 clusters Score -4497536 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4497922.500000 Penalty: 3449.520752
	Iteration 3Q: 3 clusters Score -4497922 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -4498302.500000 Penalty: 3449.520752
	Iteration 4Q: 3 clusters Score -4498302 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -4498728.500000 Penalty: 3449.520752
	Iteration 5Q: 3 clusters Score -4498728 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -4499147.500000 Penalty: 3449.520752
	Iteration 6Q: 3 clusters Score -4499148 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4499585.500000 Penalty: 3449.520752
	Iteration 7Q: 3 clusters Score -4499586 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -4500120.500000 Penalty: 3449.520752
	Iteration 8Q: 3 clusters Score -4500120 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4500778.000000 Penalty: 3449.520752
	Iteration 9Q: 3 clusters Score -4500778 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -4501676.500000 Penalty: 3449.520752
	Iteration 10Q: 3 clusters Score -4501676 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -4502964.500000 Penalty: 3449.520752
	Iteration 11F: 3 clusters Score -4502964 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -4504772.500000 Penalty: 3449.520752
	Iteration 12F: 3 clusters Score -4504772 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -4507040.500000 Penalty: 3449.520752
	Iteration 13F: 3 clusters Score -4507040 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4509294.500000 Penalty: 3449.520752
	Iteration 14F: 3 clusters Score -4509294 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4510942.500000 Penalty: 3449.520752
	Iteration 15Q: 3 clusters Score -4510942 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4511809.000000 Penalty: 3449.520752
	Iteration 16Q: 3 clusters Score -4511809 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4512150.500000 Penalty: 3449.520752
	Iteration 17Q: 3 clusters Score -4512150 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4512350.000000 Penalty: 3449.520752
	Iteration 18Q: 3 clusters Score -4512350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4512421.500000 Penalty: 3449.520752
	Iteration 19Q: 3 clusters Score -4512422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4512454.500000 Penalty: 3449.520752
	Iteration 20F: 3 clusters Score -4512454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4512494.500000 Penalty: 3449.520752
	Iteration 21Q: 3 clusters Score -4512494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4512506.500000 Penalty: 3449.520752
	Iteration 22Q: 3 clusters Score -4512506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4512526.500000 Penalty: 3449.520752
	Iteration 23Q: 3 clusters Score -4512526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4512528.000000 Penalty: 3449.520752
	Iteration 24Q: 3 clusters Score -4512528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4512533.500000 Penalty: 3449.520752
	Iteration 25Q: 3 clusters Score -4512534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4512535.000000 Penalty: 3449.520752
	Iteration 26Q: 3 clusters Score -4512535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4512535.000000 Penalty: 3449.520752
	Iteration 27F: 3 clusters Score -4512535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Entering Unmasked Estep 
Score: -591767.625000 Penalty: 1388.088135
	Iteration 0F: 2 clusters Score -591767.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -587639.750000 Penalty: 2776.176270
	Iteration 0F: 3 clusters Score -587639.8 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -588813.375000 Penalty: 2776.176270
	Iteration 1F: 3 clusters Score -588813.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -588961.687500 Penalty: 2776.176270
	Iteration 2F: 3 clusters Score -588961.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -589057.437500 Penalty: 2776.176270
	Iteration 3Q: 3 clusters Score -589057.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -589120.437500 Penalty: 2776.176270
	Iteration 4Q: 3 clusters Score -589120.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -589160.750000 Penalty: 2776.176270
	Iteration 5Q: 3 clusters Score -589160.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -589193.750000 Penalty: 2776.176270
	Iteration 6Q: 3 clusters Score -589193.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -589222.125000 Penalty: 2776.176270
	Iteration 7Q: 3 clusters Score -589222.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -589245.875000 Penalty: 2776.176270
	Iteration 8Q: 3 clusters Score -589245.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -589264.187500 Penalty: 2776.176270
	Iteration 9Q: 3 clusters Score -589264.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -589280.562500 Penalty: 2776.176270
	Iteration 10Q: 3 clusters Score -589280.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -589294.500000 Penalty: 2776.176270
	Iteration 11Q: 3 clusters Score -589294.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -589311.187500 Penalty: 2776.176270
	Iteration 12Q: 3 clusters Score -589311.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -589332.687500 Penalty: 2776.176270
	Iteration 13Q: 3 clusters Score -589332.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -589355.750000 Penalty: 2776.176270
	Iteration 14Q: 3 clusters Score -589355.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -589388.500000 Penalty: 2776.176270
	Iteration 15Q: 3 clusters Score -589388.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -589419.312500 Penalty: 2776.176270
	Iteration 16Q: 3 clusters Score -589419.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -589454.500000 Penalty: 2776.176270
	Iteration 17Q: 3 clusters Score -589454.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -589496.562500 Penalty: 2776.176270
	Iteration 18Q: 3 clusters Score -589496.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -589537.812500 Penalty: 2776.176270
	Iteration 19Q: 3 clusters Score -589537.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -589583.875000 Penalty: 2776.176270
	Iteration 20F: 3 clusters Score -589583.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -589642.000000 Penalty: 2776.176270
	Iteration 21Q: 3 clusters Score -589642 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -589719.562500 Penalty: 2776.176270
	Iteration 22Q: 3 clusters Score -589719.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -589809.000000 Penalty: 2776.176270
	Iteration 23Q: 3 clusters Score -589809 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -589901.250000 Penalty: 2776.176270
	Iteration 24Q: 3 clusters Score -589901.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -589995.250000 Penalty: 2776.176270
	Iteration 25Q: 3 clusters Score -589995.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -590099.000000 Penalty: 2776.176270
	Iteration 26Q: 3 clusters Score -590099 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -590177.687500 Penalty: 2776.176270
	Iteration 27Q: 3 clusters Score -590177.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -590251.625000 Penalty: 2776.176270
	Iteration 28Q: 3 clusters Score -590251.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -590314.625000 Penalty: 2776.176270
	Iteration 29Q: 3 clusters Score -590314.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -590369.125000 Penalty: 2776.176270
	Iteration 30Q: 3 clusters Score -590369.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -590420.187500 Penalty: 2776.176270
	Iteration 31Q: 3 clusters Score -590420.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -590458.375000 Penalty: 2776.176270
	Iteration 32Q: 3 clusters Score -590458.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -590489.062500 Penalty: 2776.176270
	Iteration 33Q: 3 clusters Score -590489.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -590512.812500 Penalty: 2776.176270
	Iteration 34Q: 3 clusters Score -590512.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -590527.312500 Penalty: 2776.176270
	Iteration 35Q: 3 clusters Score -590527.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -590546.437500 Penalty: 2776.176270
	Iteration 36Q: 3 clusters Score -590546.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -590560.687500 Penalty: 2776.176270
	Iteration 37Q: 3 clusters Score -590560.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -590576.562500 Penalty: 2776.176270
	Iteration 38Q: 3 clusters Score -590576.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -590586.687500 Penalty: 2776.176270
	Iteration 39Q: 3 clusters Score -590586.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -590591.625000 Penalty: 2776.176270
	Iteration 40F: 3 clusters Score -590591.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -590597.937500 Penalty: 2776.176270
	Iteration 41Q: 3 clusters Score -590597.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -590603.562500 Penalty: 2776.176270
	Iteration 42Q: 3 clusters Score -590603.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -590610.687500 Penalty: 2776.176270
	Iteration 43Q: 3 clusters Score -590610.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -590615.875000 Penalty: 2776.176270
	Iteration 44Q: 3 clusters Score -590615.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -590619.000000 Penalty: 2776.176270
	Iteration 45Q: 3 clusters Score -590619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -590622.437500 Penalty: 2776.176270
	Iteration 46Q: 3 clusters Score -590622.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -590624.312500 Penalty: 2776.176270
	Iteration 47Q: 3 clusters Score -590624.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -590625.250000 Penalty: 2776.176270
	Iteration 48Q: 3 clusters Score -590625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -590625.812500 Penalty: 2776.176270
	Iteration 49Q: 3 clusters Score -590625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -590625.812500 Penalty: 2776.176270
	Iteration 50F: 3 clusters Score -590625.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -137625.734375 Penalty: 1168.117065
	Iteration 0F: 2 clusters Score -137625.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -136040.953125 Penalty: 2336.234131
	Iteration 0F: 3 clusters Score -136041 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -136623.984375 Penalty: 2336.234131
	Iteration 1F: 3 clusters Score -136624 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -136999.250000 Penalty: 2336.234131
	Iteration 2F: 3 clusters Score -136999.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -137191.906250 Penalty: 2336.234131
	Iteration 3F: 3 clusters Score -137191.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -137269.515625 Penalty: 2336.234131
	Iteration 4Q: 3 clusters Score -137269.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -137297.718750 Penalty: 2336.234131
	Iteration 5Q: 3 clusters Score -137297.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -137313.718750 Penalty: 2336.234131
	Iteration 6Q: 3 clusters Score -137313.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -137320.000000 Penalty: 2336.234131
	Iteration 7Q: 3 clusters Score -137320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -137320.953125 Penalty: 2336.234131
	Iteration 8Q: 3 clusters Score -137321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -137321.437500 Penalty: 2336.234131
	Iteration 9Q: 3 clusters Score -137321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -137322.609375 Penalty: 2336.234131
	Iteration 10Q: 3 clusters Score -137322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -137323.500000 Penalty: 2336.234131
	Iteration 11Q: 3 clusters Score -137323.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -137323.984375 Penalty: 2336.234131
	Iteration 12Q: 3 clusters Score -137324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -137324.312500 Penalty: 2336.234131
	Iteration 13Q: 3 clusters Score -137324.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -137324.312500 Penalty: 2336.234131
	Iteration 14F: 3 clusters Score -137324.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Entering Unmasked Estep 
Score: -3779739.750000 Penalty: 1691.395264
	Iteration 0F: 2 clusters Score -3779740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3757551.000000 Penalty: 3382.790527
	Iteration 0F: 3 clusters Score -3757551 nChanged 15182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3766035.000000 Penalty: 3382.790527
	Iteration 1F: 3 clusters Score -3766035 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3766525.250000 Penalty: 3382.790527
	Iteration 2Q: 3 clusters Score -3766525 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3767125.750000 Penalty: 3382.790527
	Iteration 3Q: 3 clusters Score -3767126 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3767821.500000 Penalty: 3382.790527
	Iteration 4Q: 3 clusters Score -3767822 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3768766.000000 Penalty: 3382.790527
	Iteration 5F: 3 clusters Score -3768766 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3770075.500000 Penalty: 3382.790527
	Iteration 6F: 3 clusters Score -3770076 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -3771560.000000 Penalty: 3382.790527
	Iteration 7F: 3 clusters Score -3771560 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3772914.750000 Penalty: 3382.790527
	Iteration 8F: 3 clusters Score -3772915 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3773763.500000 Penalty: 3382.790527
	Iteration 9Q: 3 clusters Score -3773764 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -3774222.500000 Penalty: 3382.790527
	Iteration 10Q: 3 clusters Score -3774222 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3774490.250000 Penalty: 3382.790527
	Iteration 11Q: 3 clusters Score -3774490 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3774720.250000 Penalty: 3382.790527
	Iteration 12Q: 3 clusters Score -3774720 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3774911.250000 Penalty: 3382.790527
	Iteration 13Q: 3 clusters Score -3774911 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3775081.000000 Penalty: 3382.790527
	Iteration 14Q: 3 clusters Score -3775081 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3775249.750000 Penalty: 3382.790527
	Iteration 15Q: 3 clusters Score -3775250 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -3775420.500000 Penalty: 3382.790527
	Iteration 16Q: 3 clusters Score -3775420 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -3775602.250000 Penalty: 3382.790527
	Iteration 17Q: 3 clusters Score -3775602 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3775779.750000 Penalty: 3382.790527
	Iteration 18Q: 3 clusters Score -3775780 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3775961.750000 Penalty: 3382.790527
	Iteration 19Q: 3 clusters Score -3775962 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -3776138.000000 Penalty: 3382.790527
	Iteration 20F: 3 clusters Score -3776138 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3776335.000000 Penalty: 3382.790527
	Iteration 21Q: 3 clusters Score -3776335 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3776510.500000 Penalty: 3382.790527
	Iteration 22Q: 3 clusters Score -3776510 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3776669.250000 Penalty: 3382.790527
	Iteration 23Q: 3 clusters Score -3776669 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -3776826.750000 Penalty: 3382.790527
	Iteration 24Q: 3 clusters Score -3776827 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -3776930.750000 Penalty: 3382.790527
	Iteration 25Q: 3 clusters Score -3776931 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3777067.000000 Penalty: 3382.790527
	Iteration 26Q: 3 clusters Score -3777067 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3777177.250000 Penalty: 3382.790527
	Iteration 27Q: 3 clusters Score -3777177 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3777275.000000 Penalty: 3382.790527
	Iteration 28Q: 3 clusters Score -3777275 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3777365.250000 Penalty: 3382.790527
	Iteration 29Q: 3 clusters Score -3777365 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3777442.750000 Penalty: 3382.790527
	Iteration 30Q: 3 clusters Score -3777443 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3777528.500000 Penalty: 3382.790527
	Iteration 31Q: 3 clusters Score -3777528 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3777593.500000 Penalty: 3382.790527
	Iteration 32Q: 3 clusters Score -3777594 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3777669.500000 Penalty: 3382.790527
	Iteration 33Q: 3 clusters Score -3777670 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3777718.000000 Penalty: 3382.790527
	Iteration 34Q: 3 clusters Score -3777718 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3777765.500000 Penalty: 3382.790527
	Iteration 35Q: 3 clusters Score -3777766 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3777813.500000 Penalty: 3382.790527
	Iteration 36Q: 3 clusters Score -3777814 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3777852.000000 Penalty: 3382.790527
	Iteration 37Q: 3 clusters Score -3777852 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3777906.750000 Penalty: 3382.790527
	Iteration 38Q: 3 clusters Score -3777907 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3777945.750000 Penalty: 3382.790527
	Iteration 39Q: 3 clusters Score -3777946 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3777973.750000 Penalty: 3382.790527
	Iteration 40F: 3 clusters Score -3777974 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3778001.500000 Penalty: 3382.790527
	Iteration 41Q: 3 clusters Score -3778002 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3778034.750000 Penalty: 3382.790527
	Iteration 42Q: 3 clusters Score -3778035 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3778084.250000 Penalty: 3382.790527
	Iteration 43Q: 3 clusters Score -3778084 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3778112.500000 Penalty: 3382.790527
	Iteration 44Q: 3 clusters Score -3778112 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3778146.000000 Penalty: 3382.790527
	Iteration 45Q: 3 clusters Score -3778146 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3778178.500000 Penalty: 3382.790527
	Iteration 46Q: 3 clusters Score -3778178 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3778207.000000 Penalty: 3382.790527
	Iteration 47Q: 3 clusters Score -3778207 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3778237.250000 Penalty: 3382.790527
	Iteration 48Q: 3 clusters Score -3778237 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3778253.000000 Penalty: 3382.790527
	Iteration 49Q: 3 clusters Score -3778253 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3778259.500000 Penalty: 3382.790527
	Iteration 50Q: 3 clusters Score -3778260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3778272.250000 Penalty: 3382.790527
	Iteration 51Q: 3 clusters Score -3778272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3778275.750000 Penalty: 3382.790527
	Iteration 52Q: 3 clusters Score -3778276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3778289.250000 Penalty: 3382.790527
	Iteration 53Q: 3 clusters Score -3778289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3778296.250000 Penalty: 3382.790527
	Iteration 54Q: 3 clusters Score -3778296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3778304.000000 Penalty: 3382.790527
	Iteration 55Q: 3 clusters Score -3778304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3778310.750000 Penalty: 3382.790527
	Iteration 56Q: 3 clusters Score -3778311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3778327.250000 Penalty: 3382.790527
	Iteration 57Q: 3 clusters Score -3778327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3778341.250000 Penalty: 3382.790527
	Iteration 58Q: 3 clusters Score -3778341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3778357.750000 Penalty: 3382.790527
	Iteration 59Q: 3 clusters Score -3778358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3778367.000000 Penalty: 3382.790527
	Iteration 60F: 3 clusters Score -3778367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3778381.250000 Penalty: 3382.790527
	Iteration 61Q: 3 clusters Score -3778381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3778389.500000 Penalty: 3382.790527
	Iteration 62Q: 3 clusters Score -3778390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3778392.250000 Penalty: 3382.790527
	Iteration 63Q: 3 clusters Score -3778392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3778402.500000 Penalty: 3382.790527
	Iteration 64Q: 3 clusters Score -3778402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3778416.000000 Penalty: 3382.790527
	Iteration 65Q: 3 clusters Score -3778416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3778431.000000 Penalty: 3382.790527
	Iteration 66Q: 3 clusters Score -3778431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3778440.750000 Penalty: 3382.790527
	Iteration 67Q: 3 clusters Score -3778441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3778442.250000 Penalty: 3382.790527
	Iteration 68Q: 3 clusters Score -3778442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3778442.250000 Penalty: 3382.790527
	Iteration 69Q: 3 clusters Score -3778442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3778451.250000 Penalty: 3382.790527
	Iteration 70Q: 3 clusters Score -3778451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3778455.750000 Penalty: 3382.790527
	Iteration 71Q: 3 clusters Score -3778456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3778456.250000 Penalty: 3382.790527
	Iteration 72Q: 3 clusters Score -3778456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3778461.500000 Penalty: 3382.790527
	Iteration 73Q: 3 clusters Score -3778462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3778459.500000 Penalty: 3382.790527
	Iteration 74Q: 3 clusters Score -3778460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3778460.500000 Penalty: 3382.790527
	Iteration 75Q: 3 clusters Score -3778460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3778463.500000 Penalty: 3382.790527
	Iteration 76Q: 3 clusters Score -3778464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3778461.500000 Penalty: 3382.790527
	Iteration 77Q: 3 clusters Score -3778462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3778465.500000 Penalty: 3382.790527
	Iteration 78Q: 3 clusters Score -3778466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3778462.500000 Penalty: 3382.790527
	Iteration 79Q: 3 clusters Score -3778462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3778461.250000 Penalty: 3382.790527
	Iteration 80F: 3 clusters Score -3778461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3778465.000000 Penalty: 3382.790527
	Iteration 81Q: 3 clusters Score -3778465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3778468.750000 Penalty: 3382.790527
	Iteration 82Q: 3 clusters Score -3778469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3778466.750000 Penalty: 3382.790527
	Iteration 83Q: 3 clusters Score -3778467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3778466.750000 Penalty: 3382.790527
	Iteration 84F: 3 clusters Score -3778467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92571 members 
Entering Unmasked Estep 
Score: -10491046.000000 Penalty: 1858.306274
	Iteration 0F: 2 clusters Score -1.049105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -10429378.000000 Penalty: 3716.612549
	Iteration 0F: 3 clusters Score -1.042938e+07 nChanged 44253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -10454370.000000 Penalty: 3716.612549
	Iteration 1F: 3 clusters Score -1.045437e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -10455406.000000 Penalty: 3716.612549
	Iteration 2Q: 3 clusters Score -1.045541e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -10456947.000000 Penalty: 3716.612549
	Iteration 3Q: 3 clusters Score -1.045695e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
Score: -10459192.000000 Penalty: 3716.612549
	Iteration 4Q: 3 clusters Score -1.045919e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -10462617.000000 Penalty: 3716.612549
	Iteration 5F: 3 clusters Score -1.046262e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -10467642.000000 Penalty: 3716.612549
	Iteration 6F: 3 clusters Score -1.046764e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -10473963.000000 Penalty: 3716.612549
	Iteration 7F: 3 clusters Score -1.047396e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -10480158.000000 Penalty: 3716.612549
	Iteration 8F: 3 clusters Score -1.048016e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -10484859.000000 Penalty: 3716.612549
	Iteration 9F: 3 clusters Score -1.048486e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -10487749.000000 Penalty: 3716.612549
	Iteration 10Q: 3 clusters Score -1.048775e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -10489276.000000 Penalty: 3716.612549
	Iteration 11Q: 3 clusters Score -1.048928e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
Score: -10489948.000000 Penalty: 3716.612549
	Iteration 12Q: 3 clusters Score -1.048995e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 89933 members 
Entering Unmasked Estep 
Score: -10490242.000000 Penalty: 3716.612549
	Iteration 13Q: 3 clusters Score -1.049024e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 90166 members 
Entering Unmasked Estep 
Score: -10490373.000000 Penalty: 3716.612549
	Iteration 14Q: 3 clusters Score -1.049037e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 90306 members 
Entering Unmasked Estep 
Score: -10490442.000000 Penalty: 3716.612549
	Iteration 15Q: 3 clusters Score -1.049044e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -10490510.000000 Penalty: 3716.612549
	Iteration 16Q: 3 clusters Score -1.049051e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 90467 members 
Entering Unmasked Estep 
Score: -10490536.000000 Penalty: 3716.612549
	Iteration 17Q: 3 clusters Score -1.049054e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 90500 members 
Entering Unmasked Estep 
Score: -10490557.000000 Penalty: 3716.612549
	Iteration 18Q: 3 clusters Score -1.049056e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 90541 members 
Entering Unmasked Estep 
Score: -10490579.000000 Penalty: 3716.612549
	Iteration 19Q: 3 clusters Score -1.049058e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 90576 members 
Entering Unmasked Estep 
Score: -10490592.000000 Penalty: 3716.612549
	Iteration 20F: 3 clusters Score -1.049059e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -10490598.000000 Penalty: 3716.612549
	Iteration 21Q: 3 clusters Score -1.04906e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 90598 members 
Entering Unmasked Estep 
Score: -10490615.000000 Penalty: 3716.612549
	Iteration 22Q: 3 clusters Score -1.049062e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 90617 members 
Entering Unmasked Estep 
Score: -10490608.000000 Penalty: 3716.612549
	Iteration 23Q: 3 clusters Score -1.049061e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -10490620.000000 Penalty: 3716.612549
	Iteration 24Q: 3 clusters Score -1.049062e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 90658 members 
Entering Unmasked Estep 
Score: -10490615.000000 Penalty: 3716.612549
	Iteration 25Q: 3 clusters Score -1.049062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 90675 members 
Entering Unmasked Estep 
Score: -10490623.000000 Penalty: 3716.612549
	Iteration 26Q: 3 clusters Score -1.049062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 90679 members 
Entering Unmasked Estep 
Score: -10490625.000000 Penalty: 3716.612549
	Iteration 27Q: 3 clusters Score -1.049062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 90685 members 
Entering Unmasked Estep 
Score: -10490630.000000 Penalty: 3716.612549
	Iteration 28Q: 3 clusters Score -1.049063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -10490636.000000 Penalty: 3716.612549
	Iteration 29Q: 3 clusters Score -1.049064e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 90710 members 
Entering Unmasked Estep 
Score: -10490649.000000 Penalty: 3716.612549
	Iteration 30Q: 3 clusters Score -1.049065e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -10490657.000000 Penalty: 3716.612549
	Iteration 31Q: 3 clusters Score -1.049066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 90732 members 
Entering Unmasked Estep 
Score: -10490653.000000 Penalty: 3716.612549
	Iteration 32Q: 3 clusters Score -1.049065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 90735 members 
Entering Unmasked Estep 
Score: -10490656.000000 Penalty: 3716.612549
	Iteration 33Q: 3 clusters Score -1.049066e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -10490666.000000 Penalty: 3716.612549
	Iteration 34Q: 3 clusters Score -1.049067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 90751 members 
Entering Unmasked Estep 
Score: -10490668.000000 Penalty: 3716.612549
	Iteration 35Q: 3 clusters Score -1.049067e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -10490687.000000 Penalty: 3716.612549
	Iteration 36Q: 3 clusters Score -1.049069e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -10490699.000000 Penalty: 3716.612549
	Iteration 37Q: 3 clusters Score -1.04907e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 90767 members 
Entering Unmasked Estep 
Score: -10490720.000000 Penalty: 3716.612549
	Iteration 38Q: 3 clusters Score -1.049072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 90766 members 
Entering Unmasked Estep 
Score: -10490722.000000 Penalty: 3716.612549
	Iteration 39Q: 3 clusters Score -1.049072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 90771 members 
Entering Unmasked Estep 
Score: -10490732.000000 Penalty: 3716.612549
	Iteration 40F: 3 clusters Score -1.049073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -10490733.000000 Penalty: 3716.612549
	Iteration 41Q: 3 clusters Score -1.049073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -10490725.000000 Penalty: 3716.612549
	Iteration 42Q: 3 clusters Score -1.049072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 90789 members 
Entering Unmasked Estep 
Score: -10490722.000000 Penalty: 3716.612549
	Iteration 43Q: 3 clusters Score -1.049072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -10490726.000000 Penalty: 3716.612549
	Iteration 44Q: 3 clusters Score -1.049073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 90787 members 
Entering Unmasked Estep 
Score: -10490717.000000 Penalty: 3716.612549
	Iteration 45Q: 3 clusters Score -1.049072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 90785 members 
Entering Unmasked Estep 
Score: -10490721.000000 Penalty: 3716.612549
	Iteration 46Q: 3 clusters Score -1.049072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 90782 members 
Entering Unmasked Estep 
Score: -10490710.000000 Penalty: 3716.612549
	Iteration 47Q: 3 clusters Score -1.049071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -10490712.000000 Penalty: 3716.612549
	Iteration 48Q: 3 clusters Score -1.049071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 90780 members 
Entering Unmasked Estep 
Score: -10490713.000000 Penalty: 3716.612549
	Iteration 49Q: 3 clusters Score -1.049071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -10490715.000000 Penalty: 3716.612549
	Iteration 50Q: 3 clusters Score -1.049072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -10490721.000000 Penalty: 3716.612549
	Iteration 51Q: 3 clusters Score -1.049072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -10490716.000000 Penalty: 3716.612549
	Iteration 52Q: 3 clusters Score -1.049072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -10490726.000000 Penalty: 3716.612549
	Iteration 53Q: 3 clusters Score -1.049073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -10490724.000000 Penalty: 3716.612549
	Iteration 54Q: 3 clusters Score -1.049072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -10490722.000000 Penalty: 3716.612549
	Iteration 55Q: 3 clusters Score -1.049072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 90782 members 
Entering Unmasked Estep 
Score: -10490720.000000 Penalty: 3716.612549
	Iteration 56Q: 3 clusters Score -1.049072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 90782 members 
Entering Unmasked Estep 
Score: -10490720.000000 Penalty: 3716.612549
	Iteration 57F: 3 clusters Score -1.049072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -479057.875000 Penalty: 1363.197144
	Iteration 0F: 2 clusters Score -479057.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -475464.125000 Penalty: 2726.394287
	Iteration 0F: 3 clusters Score -475464.1 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -476417.343750 Penalty: 2726.394287
	Iteration 1F: 3 clusters Score -476417.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -476599.750000 Penalty: 2726.394287
	Iteration 2F: 3 clusters Score -476599.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -476711.593750 Penalty: 2726.394287
	Iteration 3F: 3 clusters Score -476711.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -476791.625000 Penalty: 2726.394287
	Iteration 4Q: 3 clusters Score -476791.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -476862.500000 Penalty: 2726.394287
	Iteration 5Q: 3 clusters Score -476862.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -476940.093750 Penalty: 2726.394287
	Iteration 6Q: 3 clusters Score -476940.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -477025.406250 Penalty: 2726.394287
	Iteration 7Q: 3 clusters Score -477025.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -477092.281250 Penalty: 2726.394287
	Iteration 8Q: 3 clusters Score -477092.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -477153.000000 Penalty: 2726.394287
	Iteration 9Q: 3 clusters Score -477153 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -477228.812500 Penalty: 2726.394287
	Iteration 10Q: 3 clusters Score -477228.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -477311.937500 Penalty: 2726.394287
	Iteration 11Q: 3 clusters Score -477311.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -477386.343750 Penalty: 2726.394287
	Iteration 12Q: 3 clusters Score -477386.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -477471.468750 Penalty: 2726.394287
	Iteration 13Q: 3 clusters Score -477471.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -477568.750000 Penalty: 2726.394287
	Iteration 14Q: 3 clusters Score -477568.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -477690.906250 Penalty: 2726.394287
	Iteration 15Q: 3 clusters Score -477690.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -477814.656250 Penalty: 2726.394287
	Iteration 16Q: 3 clusters Score -477814.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -477912.468750 Penalty: 2726.394287
	Iteration 17Q: 3 clusters Score -477912.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -477989.500000 Penalty: 2726.394287
	Iteration 18Q: 3 clusters Score -477989.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -478046.125000 Penalty: 2726.394287
	Iteration 19Q: 3 clusters Score -478046.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -478089.062500 Penalty: 2726.394287
	Iteration 20F: 3 clusters Score -478089.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -478130.406250 Penalty: 2726.394287
	Iteration 21Q: 3 clusters Score -478130.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -478166.031250 Penalty: 2726.394287
	Iteration 22Q: 3 clusters Score -478166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -478193.625000 Penalty: 2726.394287
	Iteration 23Q: 3 clusters Score -478193.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -478209.625000 Penalty: 2726.394287
	Iteration 24Q: 3 clusters Score -478209.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -478216.781250 Penalty: 2726.394287
	Iteration 25Q: 3 clusters Score -478216.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -478221.562500 Penalty: 2726.394287
	Iteration 26Q: 3 clusters Score -478221.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -478224.250000 Penalty: 2726.394287
	Iteration 27Q: 3 clusters Score -478224.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -478225.343750 Penalty: 2726.394287
	Iteration 28Q: 3 clusters Score -478225.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -478225.812500 Penalty: 2726.394287
	Iteration 29Q: 3 clusters Score -478225.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -478225.812500 Penalty: 2726.394287
	Iteration 30F: 3 clusters Score -478225.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 94429 members 
Mstep: Class 3 contains 17641 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 16258 members 
Mstep: Class 6 contains 96401 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176256 members 
Mstep: Class 9 contains 48322 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95611 members 
Mstep: Class 12 contains 85243 members 
Mstep: Class 13 contains 3194 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26681 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40697 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 33143 members 
Mstep: Class 21 contains 92571 members 
Mstep: Class 22 contains 4398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095304.000000 Penalty: 49056.292969
Iteration 119Q: 23 clusters Score -1.020953e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 94513 members 
Mstep: Class 3 contains 17595 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 16252 members 
Mstep: Class 6 contains 96030 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176239 members 
Mstep: Class 9 contains 48327 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95606 members 
Mstep: Class 12 contains 85176 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26691 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40709 members 
Mstep: Class 18 contains 5124 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 33090 members 
Mstep: Class 21 contains 92614 members 
Mstep: Class 22 contains 4399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095360.000000 Penalty: 49056.292969
Iteration 120F: 23 clusters Score -1.020954e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 94560 members 
Mstep: Class 3 contains 17561 members 
Mstep: Class 4 contains 9838 members 
Mstep: Class 5 contains 16244 members 
Mstep: Class 6 contains 95697 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176230 members 
Mstep: Class 9 contains 48332 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95594 members 
Mstep: Class 12 contains 85065 members 
Mstep: Class 13 contains 3198 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26696 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40716 members 
Mstep: Class 18 contains 5121 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 33033 members 
Mstep: Class 21 contains 92662 members 
Mstep: Class 22 contains 4403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095272.000000 Penalty: 49056.292969
Iteration 121Q: 23 clusters Score -1.020953e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 94564 members 
Mstep: Class 3 contains 17518 members 
Mstep: Class 4 contains 9844 members 
Mstep: Class 5 contains 16255 members 
Mstep: Class 6 contains 95416 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176215 members 
Mstep: Class 9 contains 48332 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95566 members 
Mstep: Class 12 contains 84913 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26701 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40718 members 
Mstep: Class 18 contains 5120 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32987 members 
Mstep: Class 21 contains 92715 members 
Mstep: Class 22 contains 4409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095208.000000 Penalty: 49056.292969
Iteration 122Q: 23 clusters Score -1.020952e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 94602 members 
Mstep: Class 3 contains 17473 members 
Mstep: Class 4 contains 9847 members 
Mstep: Class 5 contains 16259 members 
Mstep: Class 6 contains 95137 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176204 members 
Mstep: Class 9 contains 48337 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95554 members 
Mstep: Class 12 contains 84746 members 
Mstep: Class 13 contains 3201 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26705 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40723 members 
Mstep: Class 18 contains 5125 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32942 members 
Mstep: Class 21 contains 92757 members 
Mstep: Class 22 contains 4411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095376.000000 Penalty: 49056.292969
Iteration 123Q: 23 clusters Score -1.020954e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 94553 members 
Mstep: Class 3 contains 17423 members 
Mstep: Class 4 contains 9850 members 
Mstep: Class 5 contains 16262 members 
Mstep: Class 6 contains 94875 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176208 members 
Mstep: Class 9 contains 48339 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95546 members 
Mstep: Class 12 contains 84600 members 
Mstep: Class 13 contains 3203 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26704 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40723 members 
Mstep: Class 18 contains 5127 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 32895 members 
Mstep: Class 21 contains 92800 members 
Mstep: Class 22 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095616.000000 Penalty: 49056.292969
Iteration 124Q: 23 clusters Score -1.020956e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 94530 members 
Mstep: Class 3 contains 17380 members 
Mstep: Class 4 contains 9857 members 
Mstep: Class 5 contains 16259 members 
Mstep: Class 6 contains 94623 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176195 members 
Mstep: Class 9 contains 48339 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95543 members 
Mstep: Class 12 contains 84439 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26706 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40722 members 
Mstep: Class 18 contains 5127 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 32856 members 
Mstep: Class 21 contains 92840 members 
Mstep: Class 22 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095504.000000 Penalty: 49056.292969
Iteration 125Q: 23 clusters Score -1.020955e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 94537 members 
Mstep: Class 3 contains 17331 members 
Mstep: Class 4 contains 9862 members 
Mstep: Class 5 contains 16254 members 
Mstep: Class 6 contains 94412 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176186 members 
Mstep: Class 9 contains 48339 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95542 members 
Mstep: Class 12 contains 84230 members 
Mstep: Class 13 contains 3207 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26711 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40720 members 
Mstep: Class 18 contains 5132 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 32817 members 
Mstep: Class 21 contains 92872 members 
Mstep: Class 22 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095320.000000 Penalty: 49056.292969
Iteration 126Q: 23 clusters Score -1.020953e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 94498 members 
Mstep: Class 3 contains 17275 members 
Mstep: Class 4 contains 9869 members 
Mstep: Class 5 contains 16248 members 
Mstep: Class 6 contains 94232 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176185 members 
Mstep: Class 9 contains 48339 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95527 members 
Mstep: Class 12 contains 84030 members 
Mstep: Class 13 contains 3209 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26714 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40717 members 
Mstep: Class 18 contains 5130 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 32789 members 
Mstep: Class 21 contains 92894 members 
Mstep: Class 22 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095128.000000 Penalty: 49056.292969
Iteration 127Q: 23 clusters Score -1.020951e+08 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 94459 members 
Mstep: Class 3 contains 17227 members 
Mstep: Class 4 contains 9874 members 
Mstep: Class 5 contains 16252 members 
Mstep: Class 6 contains 94033 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176179 members 
Mstep: Class 9 contains 48341 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95522 members 
Mstep: Class 12 contains 83827 members 
Mstep: Class 13 contains 3209 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26719 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40715 members 
Mstep: Class 18 contains 5129 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 32766 members 
Mstep: Class 21 contains 92912 members 
Mstep: Class 22 contains 4441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095168.000000 Penalty: 49056.292969
Iteration 128Q: 23 clusters Score -1.020952e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 94400 members 
Mstep: Class 3 contains 17171 members 
Mstep: Class 4 contains 9876 members 
Mstep: Class 5 contains 16247 members 
Mstep: Class 6 contains 93865 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176175 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95528 members 
Mstep: Class 12 contains 83598 members 
Mstep: Class 13 contains 3211 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26728 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40714 members 
Mstep: Class 18 contains 5130 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 32747 members 
Mstep: Class 21 contains 92922 members 
Mstep: Class 22 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095120.000000 Penalty: 49056.292969
Iteration 129Q: 23 clusters Score -1.020951e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 94322 members 
Mstep: Class 3 contains 17109 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 16234 members 
Mstep: Class 6 contains 93773 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176165 members 
Mstep: Class 9 contains 48349 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95535 members 
Mstep: Class 12 contains 83335 members 
Mstep: Class 13 contains 3211 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26736 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40714 members 
Mstep: Class 18 contains 5128 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 32729 members 
Mstep: Class 21 contains 92932 members 
Mstep: Class 22 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095320.000000 Penalty: 49056.292969
Iteration 130Q: 23 clusters Score -1.020953e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 94287 members 
Mstep: Class 3 contains 17031 members 
Mstep: Class 4 contains 9879 members 
Mstep: Class 5 contains 16218 members 
Mstep: Class 6 contains 93698 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176164 members 
Mstep: Class 9 contains 48351 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95541 members 
Mstep: Class 12 contains 83059 members 
Mstep: Class 13 contains 3212 members 
Mstep: Class 14 contains 4294 members 
Mstep: Class 15 contains 26742 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40707 members 
Mstep: Class 18 contains 5125 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 32714 members 
Mstep: Class 21 contains 92939 members 
Mstep: Class 22 contains 4456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094896.000000 Penalty: 49056.292969
Iteration 131Q: 23 clusters Score -1.020949e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 94167 members 
Mstep: Class 3 contains 16962 members 
Mstep: Class 4 contains 9882 members 
Mstep: Class 5 contains 16196 members 
Mstep: Class 6 contains 93611 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176163 members 
Mstep: Class 9 contains 48356 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95558 members 
Mstep: Class 12 contains 82819 members 
Mstep: Class 13 contains 3211 members 
Mstep: Class 14 contains 4294 members 
Mstep: Class 15 contains 26748 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40699 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 32695 members 
Mstep: Class 21 contains 92941 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095016.000000 Penalty: 49056.292969
Iteration 132Q: 23 clusters Score -1.02095e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 94066 members 
Mstep: Class 3 contains 16881 members 
Mstep: Class 4 contains 9884 members 
Mstep: Class 5 contains 16196 members 
Mstep: Class 6 contains 93517 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176161 members 
Mstep: Class 9 contains 48360 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95558 members 
Mstep: Class 12 contains 82561 members 
Mstep: Class 13 contains 3212 members 
Mstep: Class 14 contains 4294 members 
Mstep: Class 15 contains 26755 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40695 members 
Mstep: Class 18 contains 5117 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 32683 members 
Mstep: Class 21 contains 92941 members 
Mstep: Class 22 contains 4471 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 23 clusters Score -1.02095e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 93875 members 
Mstep: Class 3 contains 16791 members 
Mstep: Class 4 contains 9885 members 
Mstep: Class 5 contains 16195 members 
Mstep: Class 6 contains 93440 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176158 members 
Mstep: Class 9 contains 48360 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95565 members 
Mstep: Class 12 contains 82372 members 
Mstep: Class 13 contains 3213 members 
Mstep: Class 14 contains 4294 members 
Mstep: Class 15 contains 26756 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40691 members 
Mstep: Class 18 contains 5113 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 32674 members 
Mstep: Class 21 contains 92951 members 
Mstep: Class 22 contains 4475 members 
Entering Unmasked Estep 
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Iteration 134Q: 23 clusters Score -1.020952e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 93642 members 
Mstep: Class 3 contains 16676 members 
Mstep: Class 4 contains 9886 members 
Mstep: Class 5 contains 16200 members 
Mstep: Class 6 contains 93410 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176155 members 
Mstep: Class 9 contains 48361 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95560 members 
Mstep: Class 12 contains 82216 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 4294 members 
Mstep: Class 15 contains 26756 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40693 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32668 members 
Mstep: Class 21 contains 92962 members 
Mstep: Class 22 contains 4478 members 
Entering Unmasked Estep 
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Iteration 135Q: 23 clusters Score -1.020955e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 93454 members 
Mstep: Class 3 contains 16554 members 
Mstep: Class 4 contains 9887 members 
Mstep: Class 5 contains 16209 members 
Mstep: Class 6 contains 93371 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176158 members 
Mstep: Class 9 contains 48360 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95553 members 
Mstep: Class 12 contains 82080 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 4294 members 
Mstep: Class 15 contains 26757 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40693 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32660 members 
Mstep: Class 21 contains 92967 members 
Mstep: Class 22 contains 4482 members 
Entering Unmasked Estep 
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Iteration 136Q: 23 clusters Score -1.020955e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 93265 members 
Mstep: Class 3 contains 16440 members 
Mstep: Class 4 contains 9887 members 
Mstep: Class 5 contains 16211 members 
Mstep: Class 6 contains 93282 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176153 members 
Mstep: Class 9 contains 48360 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95550 members 
Mstep: Class 12 contains 81991 members 
Mstep: Class 13 contains 3216 members 
Mstep: Class 14 contains 4294 members 
Mstep: Class 15 contains 26758 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40691 members 
Mstep: Class 18 contains 5105 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32655 members 
Mstep: Class 21 contains 92970 members 
Mstep: Class 22 contains 4486 members 
Entering Unmasked Estep 
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Iteration 137Q: 23 clusters Score -1.020955e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 93096 members 
Mstep: Class 3 contains 16355 members 
Mstep: Class 4 contains 9887 members 
Mstep: Class 5 contains 16218 members 
Mstep: Class 6 contains 93181 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176143 members 
Mstep: Class 9 contains 48361 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95555 members 
Mstep: Class 12 contains 81881 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26764 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40690 members 
Mstep: Class 18 contains 5100 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32652 members 
Mstep: Class 21 contains 92971 members 
Mstep: Class 22 contains 4491 members 
Entering Unmasked Estep 
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Iteration 138Q: 23 clusters Score -1.020956e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 92943 members 
Mstep: Class 3 contains 16291 members 
Mstep: Class 4 contains 9887 members 
Mstep: Class 5 contains 16221 members 
Mstep: Class 6 contains 93065 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176137 members 
Mstep: Class 9 contains 48362 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95563 members 
Mstep: Class 12 contains 81755 members 
Mstep: Class 13 contains 3216 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26766 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40690 members 
Mstep: Class 18 contains 5095 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32650 members 
Mstep: Class 21 contains 92975 members 
Mstep: Class 22 contains 4494 members 
Entering Unmasked Estep 
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Iteration 139Q: 23 clusters Score -1.020955e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 64210 members 
Mstep: Class 2 contains 92794 members 
Mstep: Class 3 contains 16225 members 
Mstep: Class 4 contains 9887 members 
Mstep: Class 5 contains 16216 members 
Mstep: Class 6 contains 92964 members 
Mstep: Class 7 contains 3930 members 
Mstep: Class 8 contains 176134 members 
Mstep: Class 9 contains 48363 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95560 members 
Mstep: Class 12 contains 81627 members 
Mstep: Class 13 contains 3217 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26770 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40687 members 
Mstep: Class 18 contains 5092 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32647 members 
Mstep: Class 21 contains 92979 members 
Mstep: Class 22 contains 4498 members 
Entering Unmasked Estep 
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Iteration 140F: 23 clusters Score -1.020955e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 92608 members 
Mstep: Class 3 contains 16163 members 
Mstep: Class 4 contains 9887 members 
Mstep: Class 5 contains 16221 members 
Mstep: Class 6 contains 92820 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 176127 members 
Mstep: Class 9 contains 48364 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95563 members 
Mstep: Class 12 contains 81547 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40688 members 
Mstep: Class 18 contains 5092 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32645 members 
Mstep: Class 21 contains 92982 members 
Mstep: Class 22 contains 4500 members 
Entering Unmasked Estep 
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Iteration 141Q: 23 clusters Score -1.020957e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 92387 members 
Mstep: Class 3 contains 16096 members 
Mstep: Class 4 contains 9886 members 
Mstep: Class 5 contains 16224 members 
Mstep: Class 6 contains 92705 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176124 members 
Mstep: Class 9 contains 48368 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95562 members 
Mstep: Class 12 contains 81451 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40685 members 
Mstep: Class 18 contains 5091 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32638 members 
Mstep: Class 21 contains 92993 members 
Mstep: Class 22 contains 4503 members 
Entering Unmasked Estep 
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Iteration 142Q: 23 clusters Score -1.020959e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 92167 members 
Mstep: Class 3 contains 16038 members 
Mstep: Class 4 contains 9886 members 
Mstep: Class 5 contains 16221 members 
Mstep: Class 6 contains 92585 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176118 members 
Mstep: Class 9 contains 48368 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95566 members 
Mstep: Class 12 contains 81415 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26769 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40683 members 
Mstep: Class 18 contains 5087 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32634 members 
Mstep: Class 21 contains 93001 members 
Mstep: Class 22 contains 4508 members 
Entering Unmasked Estep 
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Iteration 143Q: 23 clusters Score -1.020959e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 91869 members 
Mstep: Class 3 contains 15970 members 
Mstep: Class 4 contains 9886 members 
Mstep: Class 5 contains 16217 members 
Mstep: Class 6 contains 92459 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176113 members 
Mstep: Class 9 contains 48367 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95568 members 
Mstep: Class 12 contains 81431 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26770 members 
Mstep: Class 16 contains 854 members 
Mstep: Class 17 contains 40679 members 
Mstep: Class 18 contains 5087 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32631 members 
Mstep: Class 21 contains 93005 members 
Mstep: Class 22 contains 4514 members 
Entering Unmasked Estep 
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Iteration 144Q: 23 clusters Score -1.020958e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 66555 members 
Mstep: Class 2 contains 91558 members 
Mstep: Class 3 contains 15916 members 
Mstep: Class 4 contains 9887 members 
Mstep: Class 5 contains 16220 members 
Mstep: Class 6 contains 92338 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176113 members 
Mstep: Class 9 contains 48366 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95568 members 
Mstep: Class 12 contains 81446 members 
Mstep: Class 13 contains 3217 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26770 members 
Mstep: Class 16 contains 854 members 
Mstep: Class 17 contains 40676 members 
Mstep: Class 18 contains 5085 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32626 members 
Mstep: Class 21 contains 93010 members 
Mstep: Class 22 contains 4521 members 
Entering Unmasked Estep 
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Iteration 145Q: 23 clusters Score -1.020958e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 91265 members 
Mstep: Class 3 contains 15861 members 
Mstep: Class 4 contains 9888 members 
Mstep: Class 5 contains 16220 members 
Mstep: Class 6 contains 92227 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176111 members 
Mstep: Class 9 contains 48368 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95551 members 
Mstep: Class 12 contains 81497 members 
Mstep: Class 13 contains 3216 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26769 members 
Mstep: Class 16 contains 854 members 
Mstep: Class 17 contains 40676 members 
Mstep: Class 18 contains 5085 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32616 members 
Mstep: Class 21 contains 93020 members 
Mstep: Class 22 contains 4525 members 
Entering Unmasked Estep 
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Iteration 146Q: 23 clusters Score -1.02096e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 67348 members 
Mstep: Class 2 contains 91045 members 
Mstep: Class 3 contains 15808 members 
Mstep: Class 4 contains 9888 members 
Mstep: Class 5 contains 16217 members 
Mstep: Class 6 contains 92090 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176108 members 
Mstep: Class 9 contains 48368 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95546 members 
Mstep: Class 12 contains 81546 members 
Mstep: Class 13 contains 3216 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26769 members 
Mstep: Class 16 contains 854 members 
Mstep: Class 17 contains 40675 members 
Mstep: Class 18 contains 5085 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32608 members 
Mstep: Class 21 contains 93027 members 
Mstep: Class 22 contains 4528 members 
Entering Unmasked Estep 
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Iteration 147Q: 23 clusters Score -1.02096e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 90870 members 
Mstep: Class 3 contains 15746 members 
Mstep: Class 4 contains 9888 members 
Mstep: Class 5 contains 16214 members 
Mstep: Class 6 contains 91948 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176105 members 
Mstep: Class 9 contains 48366 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95550 members 
Mstep: Class 12 contains 81617 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26770 members 
Mstep: Class 16 contains 854 members 
Mstep: Class 17 contains 40671 members 
Mstep: Class 18 contains 5086 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32600 members 
Mstep: Class 21 contains 93036 members 
Mstep: Class 22 contains 4534 members 
Entering Unmasked Estep 
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Iteration 148Q: 23 clusters Score -1.020962e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 90752 members 
Mstep: Class 3 contains 15694 members 
Mstep: Class 4 contains 9889 members 
Mstep: Class 5 contains 16214 members 
Mstep: Class 6 contains 91761 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176103 members 
Mstep: Class 9 contains 48362 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95554 members 
Mstep: Class 12 contains 81684 members 
Mstep: Class 13 contains 3213 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 40670 members 
Mstep: Class 18 contains 5086 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32594 members 
Mstep: Class 21 contains 93040 members 
Mstep: Class 22 contains 4537 members 
Entering Unmasked Estep 
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Iteration 149Q: 23 clusters Score -1.020962e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 68233 members 
Mstep: Class 2 contains 90647 members 
Mstep: Class 3 contains 15643 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 16214 members 
Mstep: Class 6 contains 91583 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176100 members 
Mstep: Class 9 contains 48362 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95538 members 
Mstep: Class 12 contains 81745 members 
Mstep: Class 13 contains 3211 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 40669 members 
Mstep: Class 18 contains 5089 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 32589 members 
Mstep: Class 21 contains 93047 members 
Mstep: Class 22 contains 4539 members 
Entering Unmasked Estep 
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Iteration 150Q: 23 clusters Score -1.020962e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 90541 members 
Mstep: Class 3 contains 15595 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 16213 members 
Mstep: Class 6 contains 91418 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176105 members 
Mstep: Class 9 contains 48362 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95538 members 
Mstep: Class 12 contains 81793 members 
Mstep: Class 13 contains 3210 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 858 members 
Mstep: Class 17 contains 40665 members 
Mstep: Class 18 contains 5093 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 32583 members 
Mstep: Class 21 contains 93050 members 
Mstep: Class 22 contains 4541 members 
Entering Unmasked Estep 
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Iteration 151Q: 23 clusters Score -1.020963e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 68790 members 
Mstep: Class 2 contains 90480 members 
Mstep: Class 3 contains 15550 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 16204 members 
Mstep: Class 6 contains 91246 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176107 members 
Mstep: Class 9 contains 48359 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95536 members 
Mstep: Class 12 contains 81793 members 
Mstep: Class 13 contains 3209 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 40667 members 
Mstep: Class 18 contains 5094 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 32578 members 
Mstep: Class 21 contains 93053 members 
Mstep: Class 22 contains 4541 members 
Entering Unmasked Estep 
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Iteration 152Q: 23 clusters Score -1.020962e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 90434 members 
Mstep: Class 3 contains 15513 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 16205 members 
Mstep: Class 6 contains 91043 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176106 members 
Mstep: Class 9 contains 48357 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95528 members 
Mstep: Class 12 contains 81796 members 
Mstep: Class 13 contains 3210 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 40669 members 
Mstep: Class 18 contains 5092 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 32574 members 
Mstep: Class 21 contains 93056 members 
Mstep: Class 22 contains 4541 members 
Entering Unmasked Estep 
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Iteration 153Q: 23 clusters Score -1.020964e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 90424 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 90837 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176103 members 
Mstep: Class 9 contains 48356 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 95537 members 
Mstep: Class 12 contains 81774 members 
Mstep: Class 13 contains 3209 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 40672 members 
Mstep: Class 18 contains 5090 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 32572 members 
Mstep: Class 21 contains 93059 members 
Mstep: Class 22 contains 4541 members 
Entering Unmasked Estep 
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Iteration 154Q: 23 clusters Score -1.020964e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 90419 members 
Mstep: Class 3 contains 15428 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 16190 members 
Mstep: Class 6 contains 90633 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176106 members 
Mstep: Class 9 contains 48354 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 95531 members 
Mstep: Class 12 contains 81754 members 
Mstep: Class 13 contains 3208 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 40672 members 
Mstep: Class 18 contains 5085 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 32569 members 
Mstep: Class 21 contains 93061 members 
Mstep: Class 22 contains 4541 members 
Entering Unmasked Estep 
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Iteration 155Q: 23 clusters Score -1.020965e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 90442 members 
Mstep: Class 3 contains 15376 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 16176 members 
Mstep: Class 6 contains 90435 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176109 members 
Mstep: Class 9 contains 48353 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 95536 members 
Mstep: Class 12 contains 81695 members 
Mstep: Class 13 contains 3207 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 40672 members 
Mstep: Class 18 contains 5084 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 32566 members 
Mstep: Class 21 contains 93062 members 
Mstep: Class 22 contains 4541 members 
Entering Unmasked Estep 
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Iteration 156Q: 23 clusters Score -1.020964e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 90522 members 
Mstep: Class 3 contains 15330 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 16170 members 
Mstep: Class 6 contains 90217 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176110 members 
Mstep: Class 9 contains 48353 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 95531 members 
Mstep: Class 12 contains 81581 members 
Mstep: Class 13 contains 3203 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 40673 members 
Mstep: Class 18 contains 5078 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 32563 members 
Mstep: Class 21 contains 93064 members 
Mstep: Class 22 contains 4541 members 
Entering Unmasked Estep 
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Iteration 157Q: 23 clusters Score -1.020964e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 90549 members 
Mstep: Class 3 contains 15277 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 16170 members 
Mstep: Class 6 contains 90001 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176109 members 
Mstep: Class 9 contains 48353 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 95531 members 
Mstep: Class 12 contains 81473 members 
Mstep: Class 13 contains 3204 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 40677 members 
Mstep: Class 18 contains 5078 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 32559 members 
Mstep: Class 21 contains 93068 members 
Mstep: Class 22 contains 4541 members 
Entering Unmasked Estep 
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Iteration 158Q: 23 clusters Score -1.020969e+08 nChanged 1206
Entering ConstructFrom: 
Score: -102096872.000000 Penalty: 49056.292969
Entering ConstructFrom: 
Trying to split cluster 1 (70985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Entering Unmasked Estep 
Score: -8235182.000000 Penalty: 1815.161377
	Iteration 0F: 2 clusters Score -8235182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -8187472.000000 Penalty: 3630.322754
	Iteration 0F: 3 clusters Score -8187472 nChanged 33864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -8207727.500000 Penalty: 3630.322754
	Iteration 1F: 3 clusters Score -8207728 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -8209117.000000 Penalty: 3630.322754
	Iteration 2Q: 3 clusters Score -8209117 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8211528.500000 Penalty: 3630.322754
	Iteration 3F: 3 clusters Score -8211528 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -8214710.000000 Penalty: 3630.322754
	Iteration 4F: 3 clusters Score -8214710 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -8218341.000000 Penalty: 3630.322754
	Iteration 5F: 3 clusters Score -8218341 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -8221902.000000 Penalty: 3630.322754
	Iteration 6F: 3 clusters Score -8221902 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -8225327.000000 Penalty: 3630.322754
	Iteration 7F: 3 clusters Score -8225327 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -8227810.500000 Penalty: 3630.322754
	Iteration 8Q: 3 clusters Score -8227810 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
Score: -8229165.000000 Penalty: 3630.322754
	Iteration 9Q: 3 clusters Score -8229165 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -8229782.500000 Penalty: 3630.322754
	Iteration 10Q: 3 clusters Score -8229782 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -8230098.500000 Penalty: 3630.322754
	Iteration 11Q: 3 clusters Score -8230098 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -8230339.000000 Penalty: 3630.322754
	Iteration 12Q: 3 clusters Score -8230339 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -8230542.500000 Penalty: 3630.322754
	Iteration 13Q: 3 clusters Score -8230542 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -8230718.000000 Penalty: 3630.322754
	Iteration 14Q: 3 clusters Score -8230718 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -8230876.000000 Penalty: 3630.322754
	Iteration 15Q: 3 clusters Score -8230876 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -8231021.000000 Penalty: 3630.322754
	Iteration 16Q: 3 clusters Score -8231021 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -8231106.000000 Penalty: 3630.322754
	Iteration 17Q: 3 clusters Score -8231106 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -8231229.000000 Penalty: 3630.322754
	Iteration 18Q: 3 clusters Score -8231229 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -8231380.000000 Penalty: 3630.322754
	Iteration 19Q: 3 clusters Score -8231380 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -8231486.000000 Penalty: 3630.322754
	Iteration 20F: 3 clusters Score -8231486 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -8231574.000000 Penalty: 3630.322754
	Iteration 21Q: 3 clusters Score -8231574 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -8231637.500000 Penalty: 3630.322754
	Iteration 22Q: 3 clusters Score -8231638 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
Score: -8231702.500000 Penalty: 3630.322754
	Iteration 23Q: 3 clusters Score -8231702 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -8231763.000000 Penalty: 3630.322754
	Iteration 24Q: 3 clusters Score -8231763 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -8231830.000000 Penalty: 3630.322754
	Iteration 25Q: 3 clusters Score -8231830 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -8231908.500000 Penalty: 3630.322754
	Iteration 26Q: 3 clusters Score -8231908 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -8231985.500000 Penalty: 3630.322754
	Iteration 27Q: 3 clusters Score -8231986 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -8232053.000000 Penalty: 3630.322754
	Iteration 28Q: 3 clusters Score -8232053 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -8232107.000000 Penalty: 3630.322754
	Iteration 29Q: 3 clusters Score -8232107 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -8232205.500000 Penalty: 3630.322754
	Iteration 30Q: 3 clusters Score -8232206 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -8232294.000000 Penalty: 3630.322754
	Iteration 31Q: 3 clusters Score -8232294 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -8232409.000000 Penalty: 3630.322754
	Iteration 32Q: 3 clusters Score -8232409 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -8232524.500000 Penalty: 3630.322754
	Iteration 33Q: 3 clusters Score -8232524 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -8232661.500000 Penalty: 3630.322754
	Iteration 34Q: 3 clusters Score -8232662 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -8232843.500000 Penalty: 3630.322754
	Iteration 35Q: 3 clusters Score -8232844 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -8233011.000000 Penalty: 3630.322754
	Iteration 36Q: 3 clusters Score -8233011 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -8233155.000000 Penalty: 3630.322754
	Iteration 37Q: 3 clusters Score -8233155 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -8233292.500000 Penalty: 3630.322754
	Iteration 38Q: 3 clusters Score -8233292 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -8233324.000000 Penalty: 3630.322754
	Iteration 39Q: 3 clusters Score -8233324 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -8233420.500000 Penalty: 3630.322754
	Iteration 40F: 3 clusters Score -8233420 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -8233512.000000 Penalty: 3630.322754
	Iteration 41Q: 3 clusters Score -8233512 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 54931 members 
Entering Unmasked Estep 
Score: -8233552.000000 Penalty: 3630.322754
	Iteration 42Q: 3 clusters Score -8233552 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -8233562.500000 Penalty: 3630.322754
	Iteration 43Q: 3 clusters Score -8233562 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -8233558.000000 Penalty: 3630.322754
	Iteration 44Q: 3 clusters Score -8233558 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -8233564.500000 Penalty: 3630.322754
	Iteration 45Q: 3 clusters Score -8233564 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -8233569.500000 Penalty: 3630.322754
	Iteration 46Q: 3 clusters Score -8233570 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -8233564.500000 Penalty: 3630.322754
	Iteration 47Q: 3 clusters Score -8233564 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -8233569.500000 Penalty: 3630.322754
	Iteration 48Q: 3 clusters Score -8233570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -8233588.000000 Penalty: 3630.322754
	Iteration 49Q: 3 clusters Score -8233588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -8233597.500000 Penalty: 3630.322754
	Iteration 50Q: 3 clusters Score -8233598 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -8233619.000000 Penalty: 3630.322754
	Iteration 51Q: 3 clusters Score -8233619 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -8233616.000000 Penalty: 3630.322754
	Iteration 52Q: 3 clusters Score -8233616 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -8233604.500000 Penalty: 3630.322754
	Iteration 53Q: 3 clusters Score -8233604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -8233606.500000 Penalty: 3630.322754
	Iteration 54Q: 3 clusters Score -8233606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -8233618.000000 Penalty: 3630.322754
	Iteration 55Q: 3 clusters Score -8233618 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -8233624.500000 Penalty: 3630.322754
	Iteration 56Q: 3 clusters Score -8233624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -8233632.000000 Penalty: 3630.322754
	Iteration 57Q: 3 clusters Score -8233632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -8233644.500000 Penalty: 3630.322754
	Iteration 58Q: 3 clusters Score -8233644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -8233641.500000 Penalty: 3630.322754
	Iteration 59Q: 3 clusters Score -8233642 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -8233642.000000 Penalty: 3630.322754
	Iteration 60F: 3 clusters Score -8233642 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -8233645.500000 Penalty: 3630.322754
	Iteration 61Q: 3 clusters Score -8233646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -8233640.500000 Penalty: 3630.322754
	Iteration 62Q: 3 clusters Score -8233640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -8233638.000000 Penalty: 3630.322754
	Iteration 63Q: 3 clusters Score -8233638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -8233638.500000 Penalty: 3630.322754
	Iteration 64Q: 3 clusters Score -8233638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -8233638.000000 Penalty: 3630.322754
	Iteration 65Q: 3 clusters Score -8233638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -8233645.500000 Penalty: 3630.322754
	Iteration 66Q: 3 clusters Score -8233646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -8233637.500000 Penalty: 3630.322754
	Iteration 67Q: 3 clusters Score -8233638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -8233663.000000 Penalty: 3630.322754
	Iteration 68Q: 3 clusters Score -8233663 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -8233667.000000 Penalty: 3630.322754
	Iteration 69Q: 3 clusters Score -8233667 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -8233670.000000 Penalty: 3630.322754
	Iteration 70Q: 3 clusters Score -8233670 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -8233686.000000 Penalty: 3630.322754
	Iteration 71Q: 3 clusters Score -8233686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -8233684.000000 Penalty: 3630.322754
	Iteration 72Q: 3 clusters Score -8233684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -8233692.000000 Penalty: 3630.322754
	Iteration 73Q: 3 clusters Score -8233692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -8233689.000000 Penalty: 3630.322754
	Iteration 74Q: 3 clusters Score -8233689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 52771 members 
Entering Unmasked Estep 
Score: -8233679.500000 Penalty: 3630.322754
	Iteration 75Q: 3 clusters Score -8233680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -8233690.000000 Penalty: 3630.322754
	Iteration 76Q: 3 clusters Score -8233690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -8233683.500000 Penalty: 3630.322754
	Iteration 77Q: 3 clusters Score -8233684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -8233669.000000 Penalty: 3630.322754
	Iteration 78Q: 3 clusters Score -8233669 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -8233680.500000 Penalty: 3630.322754
	Iteration 79Q: 3 clusters Score -8233680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -8233691.000000 Penalty: 3630.322754
	Iteration 80F: 3 clusters Score -8233691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -8233684.500000 Penalty: 3630.322754
	Iteration 81Q: 3 clusters Score -8233684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -8233684.500000 Penalty: 3630.322754
	Iteration 82Q: 3 clusters Score -8233684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -8233680.000000 Penalty: 3630.322754
	Iteration 83Q: 3 clusters Score -8233680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -8233686.500000 Penalty: 3630.322754
	Iteration 84Q: 3 clusters Score -8233686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -8233700.500000 Penalty: 3630.322754
	Iteration 85Q: 3 clusters Score -8233700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -8233687.500000 Penalty: 3630.322754
	Iteration 86Q: 3 clusters Score -8233688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -8233694.000000 Penalty: 3630.322754
	Iteration 87Q: 3 clusters Score -8233694 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -8233702.500000 Penalty: 3630.322754
	Iteration 88Q: 3 clusters Score -8233702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -8233713.500000 Penalty: 3630.322754
	Iteration 89Q: 3 clusters Score -8233714 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -8233697.500000 Penalty: 3630.322754
	Iteration 90Q: 3 clusters Score -8233698 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8233702 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8233708 nChanged 83
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Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8233731 nChanged 86
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Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8233740 nChanged 88
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Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8233738 nChanged 70
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Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 51539 members 
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Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8233752 nChanged 81
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Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 51390 members 
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Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8233769 nChanged 92
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Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 51015 members 
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Mstep: Class 1 contains 20083 members 
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Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 50803 members 
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Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 50695 members 
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	Iteration 105Q: 3 clusters Score -8233746 nChanged 96
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Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 50599 members 
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Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 50268 members 
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Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 50149 members 
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Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 50001 members 
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Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 49832 members 
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Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 49646 members 
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Mstep: Class 1 contains 21540 members 
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Mstep: Class 2 contains 49239 members 
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Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 49026 members 
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Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 48819 members 
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Mstep: Class 1 contains 22371 members 
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	Iteration 137Q: 3 clusters Score -8234094 nChanged 154
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	Iteration 140F: 3 clusters Score -8234115 nChanged 139
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	Iteration 142Q: 3 clusters Score -8234140 nChanged 133
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	Iteration 143Q: 3 clusters Score -8234140 nChanged 129
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Mstep: Class 1 contains 27903 members 
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Mstep: Class 1 contains 28328 members 
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	Iteration 153Q: 3 clusters Score -8234256 nChanged 215
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	Iteration 156Q: 3 clusters Score -8234345 nChanged 202
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	Iteration 159Q: 3 clusters Score -8234380 nChanged 186
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	Iteration 160F: 3 clusters Score -8234390 nChanged 180
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	Iteration 161Q: 3 clusters Score -8234409 nChanged 187
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	Iteration 162Q: 3 clusters Score -8234430 nChanged 194
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	Iteration 172Q: 3 clusters Score -8234482 nChanged 154
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	Iteration 175Q: 3 clusters Score -8234546 nChanged 130
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	Iteration 179Q: 3 clusters Score -8234530 nChanged 140
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 19579 members 
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Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 19425 members 
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Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 19268 members 
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Mstep: Class 1 contains 52086 members 
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Mstep: Class 1 contains 52281 members 
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Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -8235812 nChanged 181
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Mstep: Class 1 contains 52462 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 52831 members 
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Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 17966 members 
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Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 17775 members 
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Mstep: Class 1 contains 53413 members 
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Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53934 members 
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Mstep: Class 1 contains 54094 members 
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Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 16731 members 
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Mstep: Class 1 contains 54418 members 
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Mstep: Class 1 contains 54561 members 
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Mstep: Class 2 contains 16306 members 
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Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 16037 members 
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	Iteration 332Q: 3 clusters Score -8235942 nChanged 63
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	Iteration 334Q: 3 clusters Score -8235934 nChanged 63
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Entering Unmasked Estep 
Score: -8235948.500000 Penalty: 3630.322754
	Iteration 457Q: 3 clusters Score -8235948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -8235944.500000 Penalty: 3630.322754
	Iteration 458Q: 3 clusters Score -8235944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60585 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -8235945.000000 Penalty: 3630.322754
	Iteration 459Q: 3 clusters Score -8235945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -8235944.500000 Penalty: 3630.322754
	Iteration 460F: 3 clusters Score -8235944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -8235943.500000 Penalty: 3630.322754
	Iteration 461Q: 3 clusters Score -8235944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -8235935.500000 Penalty: 3630.322754
	Iteration 462Q: 3 clusters Score -8235936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -8235936.000000 Penalty: 3630.322754
	Iteration 463Q: 3 clusters Score -8235936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -8235944.000000 Penalty: 3630.322754
	Iteration 464Q: 3 clusters Score -8235944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -8235943.500000 Penalty: 3630.322754
	Iteration 465Q: 3 clusters Score -8235944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -8235937.000000 Penalty: 3630.322754
	Iteration 466Q: 3 clusters Score -8235937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -8235944.000000 Penalty: 3630.322754
	Iteration 467Q: 3 clusters Score -8235944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -8235942.500000 Penalty: 3630.322754
	Iteration 468Q: 3 clusters Score -8235942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -8235946.500000 Penalty: 3630.322754
	Iteration 469Q: 3 clusters Score -8235946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -8235946.000000 Penalty: 3630.322754
	Iteration 470Q: 3 clusters Score -8235946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -8235942.500000 Penalty: 3630.322754
	Iteration 471Q: 3 clusters Score -8235942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -8235959.000000 Penalty: 3630.322754
	Iteration 472Q: 3 clusters Score -8235959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -8235962.500000 Penalty: 3630.322754
	Iteration 473Q: 3 clusters Score -8235962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -8235963.500000 Penalty: 3630.322754
	Iteration 474Q: 3 clusters Score -8235964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -8235963.500000 Penalty: 3630.322754
	Iteration 475Q: 3 clusters Score -8235964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -8235963.500000 Penalty: 3630.322754
	Iteration 476F: 3 clusters Score -8235964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 90549 members 
Mstep: Class 3 contains 15226 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 16183 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176105 members 
Mstep: Class 9 contains 48352 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 95531 members 
Mstep: Class 12 contains 81379 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 40679 members 
Mstep: Class 18 contains 5078 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 32558 members 
Mstep: Class 21 contains 93071 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10174 members 
Entering Unmasked Estep 
Score: -102097264.000000 Penalty: 51286.125000
Splitting cluster 1 changes total score from -102096872.000000 to -102097264.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 2 (90549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Entering Unmasked Estep 
Score: -10562210.000000 Penalty: 1854.717529
	Iteration 0F: 2 clusters Score -1.056221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -10503013.000000 Penalty: 3709.435059
	Iteration 0F: 3 clusters Score -1.050301e+07 nChanged 43079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -10528042.000000 Penalty: 3709.435059
	Iteration 1F: 3 clusters Score -1.052804e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -10528694.000000 Penalty: 3709.435059
	Iteration 2Q: 3 clusters Score -1.052869e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -10529679.000000 Penalty: 3709.435059
	Iteration 3Q: 3 clusters Score -1.052968e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -10531119.000000 Penalty: 3709.435059
	Iteration 4Q: 3 clusters Score -1.053112e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -10533669.000000 Penalty: 3709.435059
	Iteration 5F: 3 clusters Score -1.053367e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -10538320.000000 Penalty: 3709.435059
	Iteration 6F: 3 clusters Score -1.053832e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -10545157.000000 Penalty: 3709.435059
	Iteration 7F: 3 clusters Score -1.054516e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 81557 members 
Entering Unmasked Estep 
Score: -10552698.000000 Penalty: 3709.435059
	Iteration 8F: 3 clusters Score -1.05527e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -10557591.000000 Penalty: 3709.435059
	Iteration 9F: 3 clusters Score -1.055759e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 89471 members 
Entering Unmasked Estep 
Score: -10559624.000000 Penalty: 3709.435059
	Iteration 10Q: 3 clusters Score -1.055962e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -10560209.000000 Penalty: 3709.435059
	Iteration 11Q: 3 clusters Score -1.056021e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 90342 members 
Entering Unmasked Estep 
Score: -10560385.000000 Penalty: 3709.435059
	Iteration 12Q: 3 clusters Score -1.056038e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 90397 members 
Entering Unmasked Estep 
Score: -10560462.000000 Penalty: 3709.435059
	Iteration 13Q: 3 clusters Score -1.056046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 90413 members 
Entering Unmasked Estep 
Score: -10560496.000000 Penalty: 3709.435059
	Iteration 14Q: 3 clusters Score -1.05605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -10560520.000000 Penalty: 3709.435059
	Iteration 15Q: 3 clusters Score -1.056052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -10560534.000000 Penalty: 3709.435059
	Iteration 16Q: 3 clusters Score -1.056053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 90432 members 
Entering Unmasked Estep 
Score: -10560543.000000 Penalty: 3709.435059
	Iteration 17Q: 3 clusters Score -1.056054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 90435 members 
Entering Unmasked Estep 
Score: -10560554.000000 Penalty: 3709.435059
	Iteration 18Q: 3 clusters Score -1.056055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 90439 members 
Entering Unmasked Estep 
Score: -10560572.000000 Penalty: 3709.435059
	Iteration 19Q: 3 clusters Score -1.056057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 90439 members 
Entering Unmasked Estep 
Score: -10560571.000000 Penalty: 3709.435059
	Iteration 20F: 3 clusters Score -1.056057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 90440 members 
Entering Unmasked Estep 
Score: -10560575.000000 Penalty: 3709.435059
	Iteration 21Q: 3 clusters Score -1.056058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 90439 members 
Entering Unmasked Estep 
Score: -10560572.000000 Penalty: 3709.435059
	Iteration 22Q: 3 clusters Score -1.056057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 90440 members 
Entering Unmasked Estep 
Score: -10560580.000000 Penalty: 3709.435059
	Iteration 23Q: 3 clusters Score -1.056058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 90441 members 
Entering Unmasked Estep 
Score: -10560580.000000 Penalty: 3709.435059
	Iteration 24Q: 3 clusters Score -1.056058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -10560582.000000 Penalty: 3709.435059
	Iteration 25Q: 3 clusters Score -1.056058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -10560582.000000 Penalty: 3709.435059
	Iteration 26F: 3 clusters Score -1.056058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Entering Unmasked Estep 
Score: -1764229.250000 Penalty: 1564.998535
	Iteration 0F: 2 clusters Score -1764229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1753756.375000 Penalty: 3129.997070
	Iteration 0F: 3 clusters Score -1753756 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1757359.875000 Penalty: 3129.997070
	Iteration 1F: 3 clusters Score -1757360 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1757827.375000 Penalty: 3129.997070
	Iteration 2F: 3 clusters Score -1757827 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1758545.125000 Penalty: 3129.997070
	Iteration 3F: 3 clusters Score -1758545 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1759427.250000 Penalty: 3129.997070
	Iteration 4F: 3 clusters Score -1759427 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1760469.375000 Penalty: 3129.997070
	Iteration 5F: 3 clusters Score -1760469 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1761643.125000 Penalty: 3129.997070
	Iteration 6F: 3 clusters Score -1761643 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1762871.875000 Penalty: 3129.997070
	Iteration 7F: 3 clusters Score -1762872 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1763550.000000 Penalty: 3129.997070
	Iteration 8Q: 3 clusters Score -1763550 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1763688.000000 Penalty: 3129.997070
	Iteration 9Q: 3 clusters Score -1763688 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1763725.875000 Penalty: 3129.997070
	Iteration 10Q: 3 clusters Score -1763726 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1763745.625000 Penalty: 3129.997070
	Iteration 11Q: 3 clusters Score -1763746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1763754.000000 Penalty: 3129.997070
	Iteration 12Q: 3 clusters Score -1763754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1763759.875000 Penalty: 3129.997070
	Iteration 13Q: 3 clusters Score -1763760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1763760.125000 Penalty: 3129.997070
	Iteration 14Q: 3 clusters Score -1763760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1763764.625000 Penalty: 3129.997070
	Iteration 15Q: 3 clusters Score -1763765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1763765.250000 Penalty: 3129.997070
	Iteration 16Q: 3 clusters Score -1763765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1763765.375000 Penalty: 3129.997070
	Iteration 17Q: 3 clusters Score -1763765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1763766.500000 Penalty: 3129.997070
	Iteration 18Q: 3 clusters Score -1763766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1763766.500000 Penalty: 3129.997070
	Iteration 19Q: 3 clusters Score -1763766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1763766.750000 Penalty: 3129.997070
	Iteration 20F: 3 clusters Score -1763767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1763769.750000 Penalty: 3129.997070
	Iteration 21Q: 3 clusters Score -1763770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1763769.000000 Penalty: 3129.997070
	Iteration 22Q: 3 clusters Score -1763769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1763768.125000 Penalty: 3129.997070
	Iteration 23Q: 3 clusters Score -1763768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1763769.125000 Penalty: 3129.997070
	Iteration 24Q: 3 clusters Score -1763769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1763768.500000 Penalty: 3129.997070
	Iteration 25Q: 3 clusters Score -1763768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1763769.250000 Penalty: 3129.997070
	Iteration 26Q: 3 clusters Score -1763769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1763770.250000 Penalty: 3129.997070
	Iteration 27Q: 3 clusters Score -1763770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1763770.250000 Penalty: 3129.997070
	Iteration 28F: 3 clusters Score -1763770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Entering Unmasked Estep 
Score: -1132347.500000 Penalty: 1494.882935
	Iteration 0F: 2 clusters Score -1132348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1125246.500000 Penalty: 2989.765869
	Iteration 0F: 3 clusters Score -1125246 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1127502.125000 Penalty: 2989.765869
	Iteration 1F: 3 clusters Score -1127502 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1127726.875000 Penalty: 2989.765869
	Iteration 2F: 3 clusters Score -1127727 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1127884.500000 Penalty: 2989.765869
	Iteration 3Q: 3 clusters Score -1127884 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1128026.250000 Penalty: 2989.765869
	Iteration 4Q: 3 clusters Score -1128026 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1128168.625000 Penalty: 2989.765869
	Iteration 5Q: 3 clusters Score -1128169 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1128301.750000 Penalty: 2989.765869
	Iteration 6Q: 3 clusters Score -1128302 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1128459.250000 Penalty: 2989.765869
	Iteration 7Q: 3 clusters Score -1128459 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1128669.000000 Penalty: 2989.765869
	Iteration 8Q: 3 clusters Score -1128669 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1128900.250000 Penalty: 2989.765869
	Iteration 9Q: 3 clusters Score -1128900 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1129164.375000 Penalty: 2989.765869
	Iteration 10Q: 3 clusters Score -1129164 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1129452.250000 Penalty: 2989.765869
	Iteration 11Q: 3 clusters Score -1129452 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1129745.250000 Penalty: 2989.765869
	Iteration 12Q: 3 clusters Score -1129745 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1130010.500000 Penalty: 2989.765869
	Iteration 13Q: 3 clusters Score -1130010 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1130226.500000 Penalty: 2989.765869
	Iteration 14Q: 3 clusters Score -1130226 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1130382.250000 Penalty: 2989.765869
	Iteration 15Q: 3 clusters Score -1130382 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1130482.250000 Penalty: 2989.765869
	Iteration 16Q: 3 clusters Score -1130482 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1130556.750000 Penalty: 2989.765869
	Iteration 17Q: 3 clusters Score -1130557 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1130623.000000 Penalty: 2989.765869
	Iteration 18Q: 3 clusters Score -1130623 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1130656.625000 Penalty: 2989.765869
	Iteration 19Q: 3 clusters Score -1130657 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1130681.875000 Penalty: 2989.765869
	Iteration 20F: 3 clusters Score -1130682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1130706.875000 Penalty: 2989.765869
	Iteration 21Q: 3 clusters Score -1130707 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1130727.875000 Penalty: 2989.765869
	Iteration 22Q: 3 clusters Score -1130728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1130744.625000 Penalty: 2989.765869
	Iteration 23Q: 3 clusters Score -1130745 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1130768.000000 Penalty: 2989.765869
	Iteration 24Q: 3 clusters Score -1130768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1130789.125000 Penalty: 2989.765869
	Iteration 25Q: 3 clusters Score -1130789 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1130802.375000 Penalty: 2989.765869
	Iteration 26Q: 3 clusters Score -1130802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1130821.875000 Penalty: 2989.765869
	Iteration 27Q: 3 clusters Score -1130822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1130831.250000 Penalty: 2989.765869
	Iteration 28Q: 3 clusters Score -1130831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1130834.625000 Penalty: 2989.765869
	Iteration 29Q: 3 clusters Score -1130835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1130844.000000 Penalty: 2989.765869
	Iteration 30Q: 3 clusters Score -1130844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1130852.000000 Penalty: 2989.765869
	Iteration 31Q: 3 clusters Score -1130852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1130856.375000 Penalty: 2989.765869
	Iteration 32Q: 3 clusters Score -1130856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1130861.375000 Penalty: 2989.765869
	Iteration 33Q: 3 clusters Score -1130861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1130864.875000 Penalty: 2989.765869
	Iteration 34Q: 3 clusters Score -1130865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1130865.625000 Penalty: 2989.765869
	Iteration 35Q: 3 clusters Score -1130866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1130869.500000 Penalty: 2989.765869
	Iteration 36Q: 3 clusters Score -1130870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1130869.375000 Penalty: 2989.765869
	Iteration 37Q: 3 clusters Score -1130869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1130870.125000 Penalty: 2989.765869
	Iteration 38Q: 3 clusters Score -1130870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1130875.125000 Penalty: 2989.765869
	Iteration 39Q: 3 clusters Score -1130875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1130877.000000 Penalty: 2989.765869
	Iteration 40F: 3 clusters Score -1130877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1130879.500000 Penalty: 2989.765869
	Iteration 41Q: 3 clusters Score -1130880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1130882.500000 Penalty: 2989.765869
	Iteration 42Q: 3 clusters Score -1130882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1130885.375000 Penalty: 2989.765869
	Iteration 43Q: 3 clusters Score -1130885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1130893.250000 Penalty: 2989.765869
	Iteration 44Q: 3 clusters Score -1130893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1130902.250000 Penalty: 2989.765869
	Iteration 45Q: 3 clusters Score -1130902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1130906.750000 Penalty: 2989.765869
	Iteration 46Q: 3 clusters Score -1130907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1130917.875000 Penalty: 2989.765869
	Iteration 47Q: 3 clusters Score -1130918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1130928.000000 Penalty: 2989.765869
	Iteration 48Q: 3 clusters Score -1130928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1130936.000000 Penalty: 2989.765869
	Iteration 49Q: 3 clusters Score -1130936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1130946.625000 Penalty: 2989.765869
	Iteration 50Q: 3 clusters Score -1130947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1130951.375000 Penalty: 2989.765869
	Iteration 51Q: 3 clusters Score -1130951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1130957.750000 Penalty: 2989.765869
	Iteration 52Q: 3 clusters Score -1130958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1130961.500000 Penalty: 2989.765869
	Iteration 53Q: 3 clusters Score -1130962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1130966.625000 Penalty: 2989.765869
	Iteration 54Q: 3 clusters Score -1130967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1130968.625000 Penalty: 2989.765869
	Iteration 55Q: 3 clusters Score -1130969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1130975.125000 Penalty: 2989.765869
	Iteration 56Q: 3 clusters Score -1130975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1130979.125000 Penalty: 2989.765869
	Iteration 57Q: 3 clusters Score -1130979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1130984.250000 Penalty: 2989.765869
	Iteration 58Q: 3 clusters Score -1130984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1130993.125000 Penalty: 2989.765869
	Iteration 59Q: 3 clusters Score -1130993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1130997.750000 Penalty: 2989.765869
	Iteration 60F: 3 clusters Score -1130998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1131006.000000 Penalty: 2989.765869
	Iteration 61Q: 3 clusters Score -1131006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1131019.250000 Penalty: 2989.765869
	Iteration 62Q: 3 clusters Score -1131019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1131032.500000 Penalty: 2989.765869
	Iteration 63Q: 3 clusters Score -1131032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1131036.125000 Penalty: 2989.765869
	Iteration 64Q: 3 clusters Score -1131036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1131038.375000 Penalty: 2989.765869
	Iteration 65Q: 3 clusters Score -1131038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1131041.625000 Penalty: 2989.765869
	Iteration 66Q: 3 clusters Score -1131042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1131045.750000 Penalty: 2989.765869
	Iteration 67Q: 3 clusters Score -1131046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1131047.375000 Penalty: 2989.765869
	Iteration 68Q: 3 clusters Score -1131047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1131052.125000 Penalty: 2989.765869
	Iteration 69Q: 3 clusters Score -1131052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1131053.125000 Penalty: 2989.765869
	Iteration 70Q: 3 clusters Score -1131053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1131054.500000 Penalty: 2989.765869
	Iteration 71Q: 3 clusters Score -1131054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1131054.000000 Penalty: 2989.765869
	Iteration 72Q: 3 clusters Score -1131054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1131057.250000 Penalty: 2989.765869
	Iteration 73Q: 3 clusters Score -1131057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1131060.125000 Penalty: 2989.765869
	Iteration 74Q: 3 clusters Score -1131060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1131061.750000 Penalty: 2989.765869
	Iteration 75Q: 3 clusters Score -1131062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1131066.125000 Penalty: 2989.765869
	Iteration 76Q: 3 clusters Score -1131066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1131069.375000 Penalty: 2989.765869
	Iteration 77Q: 3 clusters Score -1131069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1131072.625000 Penalty: 2989.765869
	Iteration 78Q: 3 clusters Score -1131073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1131072.375000 Penalty: 2989.765869
	Iteration 79Q: 3 clusters Score -1131072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1131074.875000 Penalty: 2989.765869
	Iteration 80F: 3 clusters Score -1131075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1131081.250000 Penalty: 2989.765869
	Iteration 81Q: 3 clusters Score -1131081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1131084.500000 Penalty: 2989.765869
	Iteration 82Q: 3 clusters Score -1131084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1131090.250000 Penalty: 2989.765869
	Iteration 83Q: 3 clusters Score -1131090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1131092.000000 Penalty: 2989.765869
	Iteration 84Q: 3 clusters Score -1131092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1131094.750000 Penalty: 2989.765869
	Iteration 85Q: 3 clusters Score -1131095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1131095.250000 Penalty: 2989.765869
	Iteration 86Q: 3 clusters Score -1131095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1131097.875000 Penalty: 2989.765869
	Iteration 87Q: 3 clusters Score -1131098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1131100.750000 Penalty: 2989.765869
	Iteration 88Q: 3 clusters Score -1131101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1131100.875000 Penalty: 2989.765869
	Iteration 89Q: 3 clusters Score -1131101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1131101.500000 Penalty: 2989.765869
	Iteration 90Q: 3 clusters Score -1131102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1131101.500000 Penalty: 2989.765869
	Iteration 91F: 3 clusters Score -1131102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Entering Unmasked Estep 
Score: -1796195.125000 Penalty: 1574.903931
	Iteration 0F: 2 clusters Score -1796195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1785178.250000 Penalty: 3149.807861
	Iteration 0F: 3 clusters Score -1785178 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1788940.750000 Penalty: 3149.807861
	Iteration 1F: 3 clusters Score -1788941 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1789160.500000 Penalty: 3149.807861
	Iteration 2Q: 3 clusters Score -1789160 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1789350.000000 Penalty: 3149.807861
	Iteration 3Q: 3 clusters Score -1789350 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1789522.750000 Penalty: 3149.807861
	Iteration 4Q: 3 clusters Score -1789523 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1789724.250000 Penalty: 3149.807861
	Iteration 5Q: 3 clusters Score -1789724 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1790020.625000 Penalty: 3149.807861
	Iteration 6Q: 3 clusters Score -1790021 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1790397.375000 Penalty: 3149.807861
	Iteration 7Q: 3 clusters Score -1790397 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1790980.750000 Penalty: 3149.807861
	Iteration 8F: 3 clusters Score -1790981 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1791805.375000 Penalty: 3149.807861
	Iteration 9F: 3 clusters Score -1791805 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1792772.000000 Penalty: 3149.807861
	Iteration 10F: 3 clusters Score -1792772 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1793644.625000 Penalty: 3149.807861
	Iteration 11F: 3 clusters Score -1793645 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1794251.125000 Penalty: 3149.807861
	Iteration 12Q: 3 clusters Score -1794251 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1794535.875000 Penalty: 3149.807861
	Iteration 13Q: 3 clusters Score -1794536 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1794656.750000 Penalty: 3149.807861
	Iteration 14Q: 3 clusters Score -1794657 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1794727.625000 Penalty: 3149.807861
	Iteration 15Q: 3 clusters Score -1794728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1794773.375000 Penalty: 3149.807861
	Iteration 16Q: 3 clusters Score -1794773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1794792.625000 Penalty: 3149.807861
	Iteration 17Q: 3 clusters Score -1794793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1794807.500000 Penalty: 3149.807861
	Iteration 18Q: 3 clusters Score -1794808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1794820.125000 Penalty: 3149.807861
	Iteration 19Q: 3 clusters Score -1794820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1794830.625000 Penalty: 3149.807861
	Iteration 20F: 3 clusters Score -1794831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1794837.500000 Penalty: 3149.807861
	Iteration 21Q: 3 clusters Score -1794838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1794842.750000 Penalty: 3149.807861
	Iteration 22Q: 3 clusters Score -1794843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1794843.125000 Penalty: 3149.807861
	Iteration 23Q: 3 clusters Score -1794843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1794843.125000 Penalty: 3149.807861
	Iteration 24F: 3 clusters Score -1794843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89767 members 
Entering Unmasked Estep 
Score: -10420778.000000 Penalty: 1853.308105
	Iteration 0F: 2 clusters Score -1.042078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -10362212.000000 Penalty: 3706.616211
	Iteration 0F: 3 clusters Score -1.036221e+07 nChanged 42785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -10387057.000000 Penalty: 3706.616211
	Iteration 1F: 3 clusters Score -1.038706e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -10388296.000000 Penalty: 3706.616211
	Iteration 2Q: 3 clusters Score -1.03883e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -10390349.000000 Penalty: 3706.616211
	Iteration 3Q: 3 clusters Score -1.039035e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -10394312.000000 Penalty: 3706.616211
	Iteration 4F: 3 clusters Score -1.039431e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -10400571.000000 Penalty: 3706.616211
	Iteration 5F: 3 clusters Score -1.040057e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -10408349.000000 Penalty: 3706.616211
	Iteration 6F: 3 clusters Score -1.040835e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84309 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -10414620.000000 Penalty: 3706.616211
	Iteration 7F: 3 clusters Score -1.041462e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -10417470.000000 Penalty: 3706.616211
	Iteration 8Q: 3 clusters Score -1.041747e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10418517.000000 Penalty: 3706.616211
	Iteration 9Q: 3 clusters Score -1.041852e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10418890.000000 Penalty: 3706.616211
	Iteration 10Q: 3 clusters Score -1.041889e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10419002.000000 Penalty: 3706.616211
	Iteration 11Q: 3 clusters Score -1.0419e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89616 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10419070.000000 Penalty: 3706.616211
	Iteration 12Q: 3 clusters Score -1.041907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89631 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10419109.000000 Penalty: 3706.616211
	Iteration 13Q: 3 clusters Score -1.041911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10419121.000000 Penalty: 3706.616211
	Iteration 14Q: 3 clusters Score -1.041912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89637 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10419127.000000 Penalty: 3706.616211
	Iteration 15Q: 3 clusters Score -1.041913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10419126.000000 Penalty: 3706.616211
	Iteration 16Q: 3 clusters Score -1.041913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10419133.000000 Penalty: 3706.616211
	Iteration 17Q: 3 clusters Score -1.041913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10419133.000000 Penalty: 3706.616211
	Iteration 18F: 3 clusters Score -1.041913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -444678.375000 Penalty: 1344.790039
	Iteration 0F: 2 clusters Score -444678.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -441372.593750 Penalty: 2689.580078
	Iteration 0F: 3 clusters Score -441372.6 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -442271.093750 Penalty: 2689.580078
	Iteration 1F: 3 clusters Score -442271.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -442452.125000 Penalty: 2689.580078
	Iteration 2F: 3 clusters Score -442452.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -442590.750000 Penalty: 2689.580078
	Iteration 3F: 3 clusters Score -442590.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -442682.593750 Penalty: 2689.580078
	Iteration 4Q: 3 clusters Score -442682.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -442760.000000 Penalty: 2689.580078
	Iteration 5Q: 3 clusters Score -442760 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -442831.593750 Penalty: 2689.580078
	Iteration 6Q: 3 clusters Score -442831.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -442912.843750 Penalty: 2689.580078
	Iteration 7Q: 3 clusters Score -442912.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -442990.718750 Penalty: 2689.580078
	Iteration 8Q: 3 clusters Score -442990.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -443073.000000 Penalty: 2689.580078
	Iteration 9Q: 3 clusters Score -443073 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -443168.468750 Penalty: 2689.580078
	Iteration 10Q: 3 clusters Score -443168.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -443257.625000 Penalty: 2689.580078
	Iteration 11Q: 3 clusters Score -443257.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -443339.000000 Penalty: 2689.580078
	Iteration 12Q: 3 clusters Score -443339 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -443408.312500 Penalty: 2689.580078
	Iteration 13Q: 3 clusters Score -443408.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -443466.843750 Penalty: 2689.580078
	Iteration 14Q: 3 clusters Score -443466.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -443515.156250 Penalty: 2689.580078
	Iteration 15Q: 3 clusters Score -443515.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -443559.125000 Penalty: 2689.580078
	Iteration 16Q: 3 clusters Score -443559.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -443585.125000 Penalty: 2689.580078
	Iteration 17Q: 3 clusters Score -443585.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -443610.156250 Penalty: 2689.580078
	Iteration 18Q: 3 clusters Score -443610.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -443624.468750 Penalty: 2689.580078
	Iteration 19Q: 3 clusters Score -443624.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -443635.187500 Penalty: 2689.580078
	Iteration 20F: 3 clusters Score -443635.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -443644.125000 Penalty: 2689.580078
	Iteration 21Q: 3 clusters Score -443644.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -443651.218750 Penalty: 2689.580078
	Iteration 22Q: 3 clusters Score -443651.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -443657.218750 Penalty: 2689.580078
	Iteration 23Q: 3 clusters Score -443657.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -443660.812500 Penalty: 2689.580078
	Iteration 24Q: 3 clusters Score -443660.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -443662.125000 Penalty: 2689.580078
	Iteration 25Q: 3 clusters Score -443662.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -443665.468750 Penalty: 2689.580078
	Iteration 26Q: 3 clusters Score -443665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -443670.312500 Penalty: 2689.580078
	Iteration 27Q: 3 clusters Score -443670.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -443678.343750 Penalty: 2689.580078
	Iteration 28Q: 3 clusters Score -443678.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -443685.906250 Penalty: 2689.580078
	Iteration 29Q: 3 clusters Score -443685.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -443688.812500 Penalty: 2689.580078
	Iteration 30Q: 3 clusters Score -443688.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -443692.656250 Penalty: 2689.580078
	Iteration 31Q: 3 clusters Score -443692.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -443694.500000 Penalty: 2689.580078
	Iteration 32Q: 3 clusters Score -443694.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -443697.468750 Penalty: 2689.580078
	Iteration 33Q: 3 clusters Score -443697.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -443700.656250 Penalty: 2689.580078
	Iteration 34Q: 3 clusters Score -443700.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -443704.812500 Penalty: 2689.580078
	Iteration 35Q: 3 clusters Score -443704.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -443709.468750 Penalty: 2689.580078
	Iteration 36Q: 3 clusters Score -443709.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -443712.750000 Penalty: 2689.580078
	Iteration 37Q: 3 clusters Score -443712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -443714.218750 Penalty: 2689.580078
	Iteration 38Q: 3 clusters Score -443714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -443714.250000 Penalty: 2689.580078
	Iteration 39Q: 3 clusters Score -443714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -443715.593750 Penalty: 2689.580078
	Iteration 40F: 3 clusters Score -443715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -443715.312500 Penalty: 2689.580078
	Iteration 41Q: 3 clusters Score -443715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -443715.312500 Penalty: 2689.580078
	Iteration 42F: 3 clusters Score -443715.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (176105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176105 members 
Entering Unmasked Estep 
Score: -19947766.000000 Penalty: 1962.810791
	Iteration 0F: 2 clusters Score -1.994777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88132 members 
Mstep: Class 2 contains 87973 members 
Entering Unmasked Estep 
Score: -19841590.000000 Penalty: 3925.621582
	Iteration 0F: 3 clusters Score -1.984159e+07 nChanged 85210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87390 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -19891364.000000 Penalty: 3925.621582
	Iteration 1F: 3 clusters Score -1.989136e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87289 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -19892130.000000 Penalty: 3925.621582
	Iteration 2Q: 3 clusters Score -1.989213e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87339 members 
Mstep: Class 2 contains 88766 members 
Entering Unmasked Estep 
Score: -19892838.000000 Penalty: 3925.621582
	Iteration 3Q: 3 clusters Score -1.989284e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87696 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -19893762.000000 Penalty: 3925.621582
	Iteration 4Q: 3 clusters Score -1.989376e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88557 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -19894878.000000 Penalty: 3925.621582
	Iteration 5Q: 3 clusters Score -1.989488e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 86078 members 
Entering Unmasked Estep 
Score: -19896622.000000 Penalty: 3925.621582
	Iteration 6Q: 3 clusters Score -1.989662e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92414 members 
Mstep: Class 2 contains 83691 members 
Entering Unmasked Estep 
Score: -19899330.000000 Penalty: 3925.621582
	Iteration 7Q: 3 clusters Score -1.989933e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95726 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -19903316.000000 Penalty: 3925.621582
	Iteration 8Q: 3 clusters Score -1.990332e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99979 members 
Mstep: Class 2 contains 76126 members 
Entering Unmasked Estep 
Score: -19909518.000000 Penalty: 3925.621582
	Iteration 9F: 3 clusters Score -1.990952e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -19917570.000000 Penalty: 3925.621582
	Iteration 10F: 3 clusters Score -1.991757e+07 nChanged 10906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108435 members 
Mstep: Class 2 contains 67670 members 
Entering Unmasked Estep 
Score: -19924368.000000 Penalty: 3925.621582
	Iteration 11F: 3 clusters Score -1.992437e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111489 members 
Mstep: Class 2 contains 64616 members 
Entering Unmasked Estep 
Score: -19927424.000000 Penalty: 3925.621582
	Iteration 12Q: 3 clusters Score -1.992742e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114144 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -19928526.000000 Penalty: 3925.621582
	Iteration 13Q: 3 clusters Score -1.992853e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116835 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -19929204.000000 Penalty: 3925.621582
	Iteration 14Q: 3 clusters Score -1.99292e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119719 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -19929884.000000 Penalty: 3925.621582
	Iteration 15Q: 3 clusters Score -1.992988e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122732 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -19930614.000000 Penalty: 3925.621582
	Iteration 16Q: 3 clusters Score -1.993061e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125743 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -19931334.000000 Penalty: 3925.621582
	Iteration 17Q: 3 clusters Score -1.993133e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128755 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -19932018.000000 Penalty: 3925.621582
	Iteration 18Q: 3 clusters Score -1.993202e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131763 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -19932718.000000 Penalty: 3925.621582
	Iteration 19Q: 3 clusters Score -1.993272e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134801 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -19933634.000000 Penalty: 3925.621582
	Iteration 20F: 3 clusters Score -1.993363e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137912 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -19934526.000000 Penalty: 3925.621582
	Iteration 21Q: 3 clusters Score -1.993453e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140967 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -19935530.000000 Penalty: 3925.621582
	Iteration 22Q: 3 clusters Score -1.993553e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143868 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -19936446.000000 Penalty: 3925.621582
	Iteration 23Q: 3 clusters Score -1.993645e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146664 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -19937406.000000 Penalty: 3925.621582
	Iteration 24Q: 3 clusters Score -1.993741e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149457 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -19938650.000000 Penalty: 3925.621582
	Iteration 25Q: 3 clusters Score -1.993865e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152167 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -19939928.000000 Penalty: 3925.621582
	Iteration 26Q: 3 clusters Score -1.993993e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154784 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -19941180.000000 Penalty: 3925.621582
	Iteration 27Q: 3 clusters Score -1.994118e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157323 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -19941996.000000 Penalty: 3925.621582
	Iteration 28Q: 3 clusters Score -1.9942e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159718 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -19942714.000000 Penalty: 3925.621582
	Iteration 29Q: 3 clusters Score -1.994271e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161871 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -19943330.000000 Penalty: 3925.621582
	Iteration 30Q: 3 clusters Score -1.994333e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163782 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -19943822.000000 Penalty: 3925.621582
	Iteration 31Q: 3 clusters Score -1.994382e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165465 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -19944080.000000 Penalty: 3925.621582
	Iteration 32Q: 3 clusters Score -1.994408e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166903 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -19944326.000000 Penalty: 3925.621582
	Iteration 33Q: 3 clusters Score -1.994433e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168169 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -19944460.000000 Penalty: 3925.621582
	Iteration 34Q: 3 clusters Score -1.994446e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169319 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -19944744.000000 Penalty: 3925.621582
	Iteration 35Q: 3 clusters Score -1.994474e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170350 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -19945084.000000 Penalty: 3925.621582
	Iteration 36Q: 3 clusters Score -1.994508e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171211 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -19945294.000000 Penalty: 3925.621582
	Iteration 37Q: 3 clusters Score -1.994529e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171926 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -19945402.000000 Penalty: 3925.621582
	Iteration 38Q: 3 clusters Score -1.99454e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172470 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -19945500.000000 Penalty: 3925.621582
	Iteration 39Q: 3 clusters Score -1.99455e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172935 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -19945692.000000 Penalty: 3925.621582
	Iteration 40F: 3 clusters Score -1.994569e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173306 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -19945802.000000 Penalty: 3925.621582
	Iteration 41Q: 3 clusters Score -1.99458e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173608 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -19945876.000000 Penalty: 3925.621582
	Iteration 42Q: 3 clusters Score -1.994588e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173858 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -19945976.000000 Penalty: 3925.621582
	Iteration 43Q: 3 clusters Score -1.994598e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174079 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19946020.000000 Penalty: 3925.621582
	Iteration 44Q: 3 clusters Score -1.994602e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174245 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -19946090.000000 Penalty: 3925.621582
	Iteration 45Q: 3 clusters Score -1.994609e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174396 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -19946102.000000 Penalty: 3925.621582
	Iteration 46Q: 3 clusters Score -1.99461e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174533 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -19946162.000000 Penalty: 3925.621582
	Iteration 47Q: 3 clusters Score -1.994616e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174637 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -19946222.000000 Penalty: 3925.621582
	Iteration 48Q: 3 clusters Score -1.994622e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174732 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -19946228.000000 Penalty: 3925.621582
	Iteration 49Q: 3 clusters Score -1.994623e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174810 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -19946230.000000 Penalty: 3925.621582
	Iteration 50Q: 3 clusters Score -1.994623e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174866 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -19946256.000000 Penalty: 3925.621582
	Iteration 51Q: 3 clusters Score -1.994626e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174905 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -19946272.000000 Penalty: 3925.621582
	Iteration 52Q: 3 clusters Score -1.994627e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174941 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -19946282.000000 Penalty: 3925.621582
	Iteration 53Q: 3 clusters Score -1.994628e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174970 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -19946302.000000 Penalty: 3925.621582
	Iteration 54Q: 3 clusters Score -1.99463e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174987 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -19946310.000000 Penalty: 3925.621582
	Iteration 55Q: 3 clusters Score -1.994631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174999 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -19946312.000000 Penalty: 3925.621582
	Iteration 56Q: 3 clusters Score -1.994631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175004 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -19946312.000000 Penalty: 3925.621582
	Iteration 57Q: 3 clusters Score -1.994631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175010 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -19946326.000000 Penalty: 3925.621582
	Iteration 58Q: 3 clusters Score -1.994633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175011 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -19946310.000000 Penalty: 3925.621582
	Iteration 59Q: 3 clusters Score -1.994631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175012 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -19946322.000000 Penalty: 3925.621582
	Iteration 60F: 3 clusters Score -1.994632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175011 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -19946318.000000 Penalty: 3925.621582
	Iteration 61Q: 3 clusters Score -1.994632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175013 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -19946316.000000 Penalty: 3925.621582
	Iteration 62Q: 3 clusters Score -1.994632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175016 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -19946322.000000 Penalty: 3925.621582
	Iteration 63Q: 3 clusters Score -1.994632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175021 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -19946340.000000 Penalty: 3925.621582
	Iteration 64Q: 3 clusters Score -1.994634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175029 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -19946328.000000 Penalty: 3925.621582
	Iteration 65Q: 3 clusters Score -1.994633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175038 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -19946326.000000 Penalty: 3925.621582
	Iteration 66Q: 3 clusters Score -1.994633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175043 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -19946302.000000 Penalty: 3925.621582
	Iteration 67Q: 3 clusters Score -1.99463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175050 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -19946308.000000 Penalty: 3925.621582
	Iteration 68Q: 3 clusters Score -1.994631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175054 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -19946320.000000 Penalty: 3925.621582
	Iteration 69Q: 3 clusters Score -1.994632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175060 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -19946310.000000 Penalty: 3925.621582
	Iteration 70Q: 3 clusters Score -1.994631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175063 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -19946306.000000 Penalty: 3925.621582
	Iteration 71Q: 3 clusters Score -1.994631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175066 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -19946312.000000 Penalty: 3925.621582
	Iteration 72Q: 3 clusters Score -1.994631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175068 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -19946316.000000 Penalty: 3925.621582
	Iteration 73Q: 3 clusters Score -1.994632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175070 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -19946310.000000 Penalty: 3925.621582
	Iteration 74Q: 3 clusters Score -1.994631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175072 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -19946296.000000 Penalty: 3925.621582
	Iteration 75Q: 3 clusters Score -1.99463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175072 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -19946296.000000 Penalty: 3925.621582
	Iteration 76F: 3 clusters Score -1.99463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Entering Unmasked Estep 
Score: -5544578.000000 Penalty: 1752.767700
	Iteration 0F: 2 clusters Score -5544578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -5512285.000000 Penalty: 3505.535400
	Iteration 0F: 3 clusters Score -5512285 nChanged 22593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -5524950.500000 Penalty: 3505.535400
	Iteration 1F: 3 clusters Score -5524950 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -5525485.500000 Penalty: 3505.535400
	Iteration 2Q: 3 clusters Score -5525486 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -5526035.000000 Penalty: 3505.535400
	Iteration 3Q: 3 clusters Score -5526035 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -5526832.500000 Penalty: 3505.535400
	Iteration 4Q: 3 clusters Score -5526832 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -5527897.500000 Penalty: 3505.535400
	Iteration 5Q: 3 clusters Score -5527898 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -5529315.500000 Penalty: 3505.535400
	Iteration 6F: 3 clusters Score -5529316 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -5531178.000000 Penalty: 3505.535400
	Iteration 7F: 3 clusters Score -5531178 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -5533336.500000 Penalty: 3505.535400
	Iteration 8F: 3 clusters Score -5533336 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -5535136.500000 Penalty: 3505.535400
	Iteration 9F: 3 clusters Score -5535136 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -5536506.500000 Penalty: 3505.535400
	Iteration 10F: 3 clusters Score -5536506 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -5537320.500000 Penalty: 3505.535400
	Iteration 11Q: 3 clusters Score -5537320 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -5537833.000000 Penalty: 3505.535400
	Iteration 12Q: 3 clusters Score -5537833 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -5538094.000000 Penalty: 3505.535400
	Iteration 13Q: 3 clusters Score -5538094 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -5538319.000000 Penalty: 3505.535400
	Iteration 14Q: 3 clusters Score -5538319 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -5538547.000000 Penalty: 3505.535400
	Iteration 15Q: 3 clusters Score -5538547 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -5538795.000000 Penalty: 3505.535400
	Iteration 16Q: 3 clusters Score -5538795 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -5539008.500000 Penalty: 3505.535400
	Iteration 17Q: 3 clusters Score -5539008 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -5539257.500000 Penalty: 3505.535400
	Iteration 18Q: 3 clusters Score -5539258 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -5539467.000000 Penalty: 3505.535400
	Iteration 19Q: 3 clusters Score -5539467 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -5539680.500000 Penalty: 3505.535400
	Iteration 20F: 3 clusters Score -5539680 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -5539913.500000 Penalty: 3505.535400
	Iteration 21Q: 3 clusters Score -5539914 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -5540124.500000 Penalty: 3505.535400
	Iteration 22Q: 3 clusters Score -5540124 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -5540342.500000 Penalty: 3505.535400
	Iteration 23Q: 3 clusters Score -5540342 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -5540554.000000 Penalty: 3505.535400
	Iteration 24Q: 3 clusters Score -5540554 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -5540735.500000 Penalty: 3505.535400
	Iteration 25Q: 3 clusters Score -5540736 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -5540920.500000 Penalty: 3505.535400
	Iteration 26Q: 3 clusters Score -5540920 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -5541099.000000 Penalty: 3505.535400
	Iteration 27Q: 3 clusters Score -5541099 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -5541241.000000 Penalty: 3505.535400
	Iteration 28Q: 3 clusters Score -5541241 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -5541380.500000 Penalty: 3505.535400
	Iteration 29Q: 3 clusters Score -5541380 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -5541483.500000 Penalty: 3505.535400
	Iteration 30Q: 3 clusters Score -5541484 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -5541609.000000 Penalty: 3505.535400
	Iteration 31Q: 3 clusters Score -5541609 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -5541738.000000 Penalty: 3505.535400
	Iteration 32Q: 3 clusters Score -5541738 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -5541863.000000 Penalty: 3505.535400
	Iteration 33Q: 3 clusters Score -5541863 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -5541967.000000 Penalty: 3505.535400
	Iteration 34Q: 3 clusters Score -5541967 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -5542059.500000 Penalty: 3505.535400
	Iteration 35Q: 3 clusters Score -5542060 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -5542144.000000 Penalty: 3505.535400
	Iteration 36Q: 3 clusters Score -5542144 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -5542219.500000 Penalty: 3505.535400
	Iteration 37Q: 3 clusters Score -5542220 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -5542283.500000 Penalty: 3505.535400
	Iteration 38Q: 3 clusters Score -5542284 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -5542352.000000 Penalty: 3505.535400
	Iteration 39Q: 3 clusters Score -5542352 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -5542448.000000 Penalty: 3505.535400
	Iteration 40F: 3 clusters Score -5542448 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5542506.000000 Penalty: 3505.535400
	Iteration 41Q: 3 clusters Score -5542506 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -5542564.000000 Penalty: 3505.535400
	Iteration 42Q: 3 clusters Score -5542564 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5542638.500000 Penalty: 3505.535400
	Iteration 43Q: 3 clusters Score -5542638 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5542695.500000 Penalty: 3505.535400
	Iteration 44Q: 3 clusters Score -5542696 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5542748.500000 Penalty: 3505.535400
	Iteration 45Q: 3 clusters Score -5542748 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -5542801.000000 Penalty: 3505.535400
	Iteration 46Q: 3 clusters Score -5542801 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5542837.000000 Penalty: 3505.535400
	Iteration 47Q: 3 clusters Score -5542837 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5542858.500000 Penalty: 3505.535400
	Iteration 48Q: 3 clusters Score -5542858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5542892.000000 Penalty: 3505.535400
	Iteration 49Q: 3 clusters Score -5542892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5542930.500000 Penalty: 3505.535400
	Iteration 50Q: 3 clusters Score -5542930 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5542966.000000 Penalty: 3505.535400
	Iteration 51Q: 3 clusters Score -5542966 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5542982.000000 Penalty: 3505.535400
	Iteration 52Q: 3 clusters Score -5542982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5542996.000000 Penalty: 3505.535400
	Iteration 53Q: 3 clusters Score -5542996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5542997.500000 Penalty: 3505.535400
	Iteration 54Q: 3 clusters Score -5542998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5543018.500000 Penalty: 3505.535400
	Iteration 55Q: 3 clusters Score -5543018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5543027.500000 Penalty: 3505.535400
	Iteration 56Q: 3 clusters Score -5543028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5543037.000000 Penalty: 3505.535400
	Iteration 57Q: 3 clusters Score -5543037 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5543051.000000 Penalty: 3505.535400
	Iteration 58Q: 3 clusters Score -5543051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5543059.500000 Penalty: 3505.535400
	Iteration 59Q: 3 clusters Score -5543060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5543068.000000 Penalty: 3505.535400
	Iteration 60F: 3 clusters Score -5543068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5543089.500000 Penalty: 3505.535400
	Iteration 61Q: 3 clusters Score -5543090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5543104.000000 Penalty: 3505.535400
	Iteration 62Q: 3 clusters Score -5543104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5543113.500000 Penalty: 3505.535400
	Iteration 63Q: 3 clusters Score -5543114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5543118.500000 Penalty: 3505.535400
	Iteration 64Q: 3 clusters Score -5543118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5543127.500000 Penalty: 3505.535400
	Iteration 65Q: 3 clusters Score -5543128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5543130.500000 Penalty: 3505.535400
	Iteration 66Q: 3 clusters Score -5543130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5543138.000000 Penalty: 3505.535400
	Iteration 67Q: 3 clusters Score -5543138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5543137.500000 Penalty: 3505.535400
	Iteration 68Q: 3 clusters Score -5543138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5543138.000000 Penalty: 3505.535400
	Iteration 69Q: 3 clusters Score -5543138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5543139.000000 Penalty: 3505.535400
	Iteration 70Q: 3 clusters Score -5543139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5543151.500000 Penalty: 3505.535400
	Iteration 71Q: 3 clusters Score -5543152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5543148.000000 Penalty: 3505.535400
	Iteration 72Q: 3 clusters Score -5543148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5543154.500000 Penalty: 3505.535400
	Iteration 73Q: 3 clusters Score -5543154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5543157.000000 Penalty: 3505.535400
	Iteration 74Q: 3 clusters Score -5543157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5543159.000000 Penalty: 3505.535400
	Iteration 75Q: 3 clusters Score -5543159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5543160.500000 Penalty: 3505.535400
	Iteration 76Q: 3 clusters Score -5543160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5543159.500000 Penalty: 3505.535400
	Iteration 77Q: 3 clusters Score -5543160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5543158.000000 Penalty: 3505.535400
	Iteration 78Q: 3 clusters Score -5543158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5543160.000000 Penalty: 3505.535400
	Iteration 79Q: 3 clusters Score -5543160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5543167.500000 Penalty: 3505.535400
	Iteration 80F: 3 clusters Score -5543168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5543166.500000 Penalty: 3505.535400
	Iteration 81Q: 3 clusters Score -5543166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5543170.000000 Penalty: 3505.535400
	Iteration 82Q: 3 clusters Score -5543170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5543174.000000 Penalty: 3505.535400
	Iteration 83Q: 3 clusters Score -5543174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5543175.500000 Penalty: 3505.535400
	Iteration 84Q: 3 clusters Score -5543176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5543189.500000 Penalty: 3505.535400
	Iteration 85Q: 3 clusters Score -5543190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5543194.000000 Penalty: 3505.535400
	Iteration 86Q: 3 clusters Score -5543194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5543192.000000 Penalty: 3505.535400
	Iteration 87Q: 3 clusters Score -5543192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5543195.000000 Penalty: 3505.535400
	Iteration 88Q: 3 clusters Score -5543195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5543193.500000 Penalty: 3505.535400
	Iteration 89Q: 3 clusters Score -5543194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5543190.500000 Penalty: 3505.535400
	Iteration 90Q: 3 clusters Score -5543190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5543194.500000 Penalty: 3505.535400
	Iteration 91Q: 3 clusters Score -5543194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5543196.000000 Penalty: 3505.535400
	Iteration 92Q: 3 clusters Score -5543196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5543199.000000 Penalty: 3505.535400
	Iteration 93Q: 3 clusters Score -5543199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5543204.000000 Penalty: 3505.535400
	Iteration 94Q: 3 clusters Score -5543204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5543206.500000 Penalty: 3505.535400
	Iteration 95Q: 3 clusters Score -5543206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5543204.500000 Penalty: 3505.535400
	Iteration 96Q: 3 clusters Score -5543204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5543204.500000 Penalty: 3505.535400
	Iteration 97Q: 3 clusters Score -5543204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5543204.500000 Penalty: 3505.535400
	Iteration 98F: 3 clusters Score -5543204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -46135.050781 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -46135.05 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 235 members 
Entering Unmasked Estep 
Score: -45216.890625 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -45216.89 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45541.851562 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -45541.85 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45733.875000 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -45733.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45998.816406 Penalty: 2009.177612
	Iteration 3F: 3 clusters Score -45998.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46153.171875 Penalty: 2009.177612
	Iteration 4F: 3 clusters Score -46153.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46216.875000 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -46216.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46243.683594 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -46243.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46269.128906 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -46269.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46277.515625 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -46277.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46321.980469 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -46321.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46328.375000 Penalty: 2009.177612
	Iteration 10Q: 3 clusters Score -46328.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46329.621094 Penalty: 2009.177612
	Iteration 11Q: 3 clusters Score -46329.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46334.750000 Penalty: 2009.177612
	Iteration 12Q: 3 clusters Score -46334.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46351.972656 Penalty: 2009.177612
	Iteration 13Q: 3 clusters Score -46351.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46356.906250 Penalty: 2009.177612
	Iteration 14Q: 3 clusters Score -46356.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46356.906250 Penalty: 2009.177612
	Iteration 15F: 3 clusters Score -46356.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 90549 members 
Mstep: Class 3 contains 15226 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 16183 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176105 members 
Mstep: Class 9 contains 48352 members 
Mstep: Class 10 contains 288 members 
Mstep: Class 11 contains 95531 members 
Mstep: Class 12 contains 81379 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 40679 members 
Mstep: Class 18 contains 5078 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 32558 members 
Mstep: Class 21 contains 93071 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10174 members 
Mstep: Class 24 contains 196 members 
Entering Unmasked Estep 
Score: -102096224.000000 Penalty: 53515.957031
Splitting cluster 10 changes total score from -102096872.000000 to -102096224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (95531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95531 members 
Entering Unmasked Estep 
Score: -11007745.000000 Penalty: 1863.421021
	Iteration 0F: 2 clusters Score -1.100774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -10945641.000000 Penalty: 3726.842041
	Iteration 0F: 3 clusters Score -1.094564e+07 nChanged 46011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -10972274.000000 Penalty: 3726.842041
	Iteration 1F: 3 clusters Score -1.097227e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -10972818.000000 Penalty: 3726.842041
	Iteration 2Q: 3 clusters Score -1.097282e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -10973526.000000 Penalty: 3726.842041
	Iteration 3Q: 3 clusters Score -1.097353e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -10974677.000000 Penalty: 3726.842041
	Iteration 4Q: 3 clusters Score -1.097468e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -10976533.000000 Penalty: 3726.842041
	Iteration 5Q: 3 clusters Score -1.097653e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -10979488.000000 Penalty: 3726.842041
	Iteration 6F: 3 clusters Score -1.097949e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -10984440.000000 Penalty: 3726.842041
	Iteration 7F: 3 clusters Score -1.098444e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 76236 members 
Entering Unmasked Estep 
Score: -10990939.000000 Penalty: 3726.842041
	Iteration 8F: 3 clusters Score -1.099094e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -10997383.000000 Penalty: 3726.842041
	Iteration 9F: 3 clusters Score -1.099738e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 88781 members 
Entering Unmasked Estep 
Score: -11002101.000000 Penalty: 3726.842041
	Iteration 10F: 3 clusters Score -1.10021e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -11004707.000000 Penalty: 3726.842041
	Iteration 11Q: 3 clusters Score -1.100471e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 92532 members 
Entering Unmasked Estep 
Score: -11005787.000000 Penalty: 3726.842041
	Iteration 12Q: 3 clusters Score -1.100579e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -11006254.000000 Penalty: 3726.842041
	Iteration 13Q: 3 clusters Score -1.100625e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 93295 members 
Entering Unmasked Estep 
Score: -11006492.000000 Penalty: 3726.842041
	Iteration 14Q: 3 clusters Score -1.100649e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -11006622.000000 Penalty: 3726.842041
	Iteration 15Q: 3 clusters Score -1.100662e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 93636 members 
Entering Unmasked Estep 
Score: -11006697.000000 Penalty: 3726.842041
	Iteration 16Q: 3 clusters Score -1.10067e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 93756 members 
Entering Unmasked Estep 
Score: -11006756.000000 Penalty: 3726.842041
	Iteration 17Q: 3 clusters Score -1.100676e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 93845 members 
Entering Unmasked Estep 
Score: -11006806.000000 Penalty: 3726.842041
	Iteration 18Q: 3 clusters Score -1.100681e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 93911 members 
Entering Unmasked Estep 
Score: -11006833.000000 Penalty: 3726.842041
	Iteration 19Q: 3 clusters Score -1.100683e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -11006851.000000 Penalty: 3726.842041
	Iteration 20F: 3 clusters Score -1.100685e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 94014 members 
Entering Unmasked Estep 
Score: -11006851.000000 Penalty: 3726.842041
	Iteration 21Q: 3 clusters Score -1.100685e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 94040 members 
Entering Unmasked Estep 
Score: -11006857.000000 Penalty: 3726.842041
	Iteration 22Q: 3 clusters Score -1.100686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 94062 members 
Entering Unmasked Estep 
Score: -11006864.000000 Penalty: 3726.842041
	Iteration 23Q: 3 clusters Score -1.100686e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 94082 members 
Entering Unmasked Estep 
Score: -11006873.000000 Penalty: 3726.842041
	Iteration 24Q: 3 clusters Score -1.100687e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 94101 members 
Entering Unmasked Estep 
Score: -11006860.000000 Penalty: 3726.842041
	Iteration 25Q: 3 clusters Score -1.100686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 94115 members 
Entering Unmasked Estep 
Score: -11006861.000000 Penalty: 3726.842041
	Iteration 26Q: 3 clusters Score -1.100686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -11006853.000000 Penalty: 3726.842041
	Iteration 27Q: 3 clusters Score -1.100685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 94139 members 
Entering Unmasked Estep 
Score: -11006877.000000 Penalty: 3726.842041
	Iteration 28Q: 3 clusters Score -1.100688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 94150 members 
Entering Unmasked Estep 
Score: -11006881.000000 Penalty: 3726.842041
	Iteration 29Q: 3 clusters Score -1.100688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 94162 members 
Entering Unmasked Estep 
Score: -11006888.000000 Penalty: 3726.842041
	Iteration 30Q: 3 clusters Score -1.100689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 94170 members 
Entering Unmasked Estep 
Score: -11006877.000000 Penalty: 3726.842041
	Iteration 31Q: 3 clusters Score -1.100688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 94174 members 
Entering Unmasked Estep 
Score: -11006872.000000 Penalty: 3726.842041
	Iteration 32Q: 3 clusters Score -1.100687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 94177 members 
Entering Unmasked Estep 
Score: -11006875.000000 Penalty: 3726.842041
	Iteration 33Q: 3 clusters Score -1.100688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -11006876.000000 Penalty: 3726.842041
	Iteration 34Q: 3 clusters Score -1.100688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 94185 members 
Entering Unmasked Estep 
Score: -11006879.000000 Penalty: 3726.842041
	Iteration 35Q: 3 clusters Score -1.100688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 94190 members 
Entering Unmasked Estep 
Score: -11006884.000000 Penalty: 3726.842041
	Iteration 36Q: 3 clusters Score -1.100688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -11006878.000000 Penalty: 3726.842041
	Iteration 37Q: 3 clusters Score -1.100688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 94194 members 
Entering Unmasked Estep 
Score: -11006876.000000 Penalty: 3726.842041
	Iteration 38Q: 3 clusters Score -1.100688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -11006875.000000 Penalty: 3726.842041
	Iteration 39Q: 3 clusters Score -1.100688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -11006873.000000 Penalty: 3726.842041
	Iteration 40F: 3 clusters Score -1.100687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -11006878.000000 Penalty: 3726.842041
	Iteration 41Q: 3 clusters Score -1.100688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -11006878.000000 Penalty: 3726.842041
	Iteration 42F: 3 clusters Score -1.100688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81379 members 
Entering Unmasked Estep 
Score: -9510003.000000 Penalty: 1837.366699
	Iteration 0F: 2 clusters Score -9510003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -9455801.000000 Penalty: 3674.733398
	Iteration 0F: 3 clusters Score -9455801 nChanged 38676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -9477963.000000 Penalty: 3674.733398
	Iteration 1F: 3 clusters Score -9477963 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -9478465.000000 Penalty: 3674.733398
	Iteration 2Q: 3 clusters Score -9478465 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -9479115.000000 Penalty: 3674.733398
	Iteration 3Q: 3 clusters Score -9479115 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -9480030.000000 Penalty: 3674.733398
	Iteration 4Q: 3 clusters Score -9480030 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52043 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -9481800.000000 Penalty: 3674.733398
	Iteration 5Q: 3 clusters Score -9481800 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -9485237.000000 Penalty: 3674.733398
	Iteration 6F: 3 clusters Score -9485237 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -9491143.000000 Penalty: 3674.733398
	Iteration 7F: 3 clusters Score -9491143 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71653 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -9498592.000000 Penalty: 3674.733398
	Iteration 8F: 3 clusters Score -9498592 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -9504399.000000 Penalty: 3674.733398
	Iteration 9F: 3 clusters Score -9504399 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -9507009.000000 Penalty: 3674.733398
	Iteration 10Q: 3 clusters Score -9507009 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9507885.000000 Penalty: 3674.733398
	Iteration 11Q: 3 clusters Score -9507885 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9508145.000000 Penalty: 3674.733398
	Iteration 12Q: 3 clusters Score -9508145 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81192 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9508255.000000 Penalty: 3674.733398
	Iteration 13Q: 3 clusters Score -9508255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81214 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9508296.000000 Penalty: 3674.733398
	Iteration 14Q: 3 clusters Score -9508296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9508307.000000 Penalty: 3674.733398
	Iteration 15Q: 3 clusters Score -9508307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9508315.000000 Penalty: 3674.733398
	Iteration 16Q: 3 clusters Score -9508315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9508324.000000 Penalty: 3674.733398
	Iteration 17Q: 3 clusters Score -9508324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81233 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9508327.000000 Penalty: 3674.733398
	Iteration 18Q: 3 clusters Score -9508327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81235 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9508337.000000 Penalty: 3674.733398
	Iteration 19Q: 3 clusters Score -9508337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81239 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9508343.000000 Penalty: 3674.733398
	Iteration 20F: 3 clusters Score -9508343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81241 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9508342.000000 Penalty: 3674.733398
	Iteration 21Q: 3 clusters Score -9508342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81242 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9508346.000000 Penalty: 3674.733398
	Iteration 22Q: 3 clusters Score -9508346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9508352.000000 Penalty: 3674.733398
	Iteration 23Q: 3 clusters Score -9508352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9508352.000000 Penalty: 3674.733398
	Iteration 24F: 3 clusters Score -9508352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -372846.437500 Penalty: 1311.776001
	Iteration 0F: 2 clusters Score -372846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -369965.937500 Penalty: 2623.552002
	Iteration 0F: 3 clusters Score -369965.9 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -370625.781250 Penalty: 2623.552002
	Iteration 1F: 3 clusters Score -370625.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -370754.562500 Penalty: 2623.552002
	Iteration 2F: 3 clusters Score -370754.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -370821.781250 Penalty: 2623.552002
	Iteration 3Q: 3 clusters Score -370821.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -370878.156250 Penalty: 2623.552002
	Iteration 4Q: 3 clusters Score -370878.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -370920.562500 Penalty: 2623.552002
	Iteration 5Q: 3 clusters Score -370920.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -370979.437500 Penalty: 2623.552002
	Iteration 6Q: 3 clusters Score -370979.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -371032.968750 Penalty: 2623.552002
	Iteration 7Q: 3 clusters Score -371033 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -371071.593750 Penalty: 2623.552002
	Iteration 8Q: 3 clusters Score -371071.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -371103.187500 Penalty: 2623.552002
	Iteration 9Q: 3 clusters Score -371103.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -371142.343750 Penalty: 2623.552002
	Iteration 10Q: 3 clusters Score -371142.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -371176.250000 Penalty: 2623.552002
	Iteration 11Q: 3 clusters Score -371176.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -371210.468750 Penalty: 2623.552002
	Iteration 12Q: 3 clusters Score -371210.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -371251.406250 Penalty: 2623.552002
	Iteration 13Q: 3 clusters Score -371251.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -371292.062500 Penalty: 2623.552002
	Iteration 14Q: 3 clusters Score -371292.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -371339.531250 Penalty: 2623.552002
	Iteration 15Q: 3 clusters Score -371339.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -371375.187500 Penalty: 2623.552002
	Iteration 16Q: 3 clusters Score -371375.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -371407.125000 Penalty: 2623.552002
	Iteration 17Q: 3 clusters Score -371407.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -371438.718750 Penalty: 2623.552002
	Iteration 18Q: 3 clusters Score -371438.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -371468.000000 Penalty: 2623.552002
	Iteration 19Q: 3 clusters Score -371468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -371501.750000 Penalty: 2623.552002
	Iteration 20F: 3 clusters Score -371501.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -371545.500000 Penalty: 2623.552002
	Iteration 21Q: 3 clusters Score -371545.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -371579.593750 Penalty: 2623.552002
	Iteration 22Q: 3 clusters Score -371579.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -371607.656250 Penalty: 2623.552002
	Iteration 23Q: 3 clusters Score -371607.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -371636.218750 Penalty: 2623.552002
	Iteration 24Q: 3 clusters Score -371636.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -371663.093750 Penalty: 2623.552002
	Iteration 25Q: 3 clusters Score -371663.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -371683.906250 Penalty: 2623.552002
	Iteration 26Q: 3 clusters Score -371683.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -371695.593750 Penalty: 2623.552002
	Iteration 27Q: 3 clusters Score -371695.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -371706.687500 Penalty: 2623.552002
	Iteration 28Q: 3 clusters Score -371706.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -371720.125000 Penalty: 2623.552002
	Iteration 29Q: 3 clusters Score -371720.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -371724.875000 Penalty: 2623.552002
	Iteration 30Q: 3 clusters Score -371724.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -371731.062500 Penalty: 2623.552002
	Iteration 31Q: 3 clusters Score -371731.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -371735.593750 Penalty: 2623.552002
	Iteration 32Q: 3 clusters Score -371735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -371738.312500 Penalty: 2623.552002
	Iteration 33Q: 3 clusters Score -371738.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -371744.718750 Penalty: 2623.552002
	Iteration 34Q: 3 clusters Score -371744.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -371747.531250 Penalty: 2623.552002
	Iteration 35Q: 3 clusters Score -371747.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -371750.406250 Penalty: 2623.552002
	Iteration 36Q: 3 clusters Score -371750.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -371752.843750 Penalty: 2623.552002
	Iteration 37Q: 3 clusters Score -371752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -371755.687500 Penalty: 2623.552002
	Iteration 38Q: 3 clusters Score -371755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -371756.312500 Penalty: 2623.552002
	Iteration 39Q: 3 clusters Score -371756.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -371756.312500 Penalty: 2623.552002
	Iteration 40F: 3 clusters Score -371756.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Entering Unmasked Estep 
Score: -469266.281250 Penalty: 1359.232544
	Iteration 0F: 2 clusters Score -469266.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -465709.718750 Penalty: 2718.465088
	Iteration 0F: 3 clusters Score -465709.7 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -466665.468750 Penalty: 2718.465088
	Iteration 1F: 3 clusters Score -466665.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -466836.812500 Penalty: 2718.465088
	Iteration 2F: 3 clusters Score -466836.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -467016.281250 Penalty: 2718.465088
	Iteration 3F: 3 clusters Score -467016.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -467198.281250 Penalty: 2718.465088
	Iteration 4F: 3 clusters Score -467198.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -467404.875000 Penalty: 2718.465088
	Iteration 5F: 3 clusters Score -467404.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -467590.625000 Penalty: 2718.465088
	Iteration 6Q: 3 clusters Score -467590.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -467717.375000 Penalty: 2718.465088
	Iteration 7Q: 3 clusters Score -467717.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -467829.812500 Penalty: 2718.465088
	Iteration 8Q: 3 clusters Score -467829.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -467923.281250 Penalty: 2718.465088
	Iteration 9Q: 3 clusters Score -467923.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -467994.437500 Penalty: 2718.465088
	Iteration 10Q: 3 clusters Score -467994.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -468063.093750 Penalty: 2718.465088
	Iteration 11Q: 3 clusters Score -468063.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -468135.593750 Penalty: 2718.465088
	Iteration 12Q: 3 clusters Score -468135.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -468189.343750 Penalty: 2718.465088
	Iteration 13Q: 3 clusters Score -468189.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -468240.968750 Penalty: 2718.465088
	Iteration 14Q: 3 clusters Score -468241 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -468290.250000 Penalty: 2718.465088
	Iteration 15Q: 3 clusters Score -468290.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -468321.281250 Penalty: 2718.465088
	Iteration 16Q: 3 clusters Score -468321.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -468350.125000 Penalty: 2718.465088
	Iteration 17Q: 3 clusters Score -468350.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -468377.062500 Penalty: 2718.465088
	Iteration 18Q: 3 clusters Score -468377.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -468412.750000 Penalty: 2718.465088
	Iteration 19Q: 3 clusters Score -468412.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -468444.968750 Penalty: 2718.465088
	Iteration 20F: 3 clusters Score -468445 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -468473.968750 Penalty: 2718.465088
	Iteration 21Q: 3 clusters Score -468474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -468505.375000 Penalty: 2718.465088
	Iteration 22Q: 3 clusters Score -468505.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -468531.718750 Penalty: 2718.465088
	Iteration 23Q: 3 clusters Score -468531.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -468554.093750 Penalty: 2718.465088
	Iteration 24Q: 3 clusters Score -468554.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -468592.656250 Penalty: 2718.465088
	Iteration 25Q: 3 clusters Score -468592.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -468641.562500 Penalty: 2718.465088
	Iteration 26Q: 3 clusters Score -468641.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -468692.875000 Penalty: 2718.465088
	Iteration 27Q: 3 clusters Score -468692.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -468733.062500 Penalty: 2718.465088
	Iteration 28Q: 3 clusters Score -468733.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -468774.937500 Penalty: 2718.465088
	Iteration 29Q: 3 clusters Score -468774.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -468809.312500 Penalty: 2718.465088
	Iteration 30Q: 3 clusters Score -468809.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -468827.250000 Penalty: 2718.465088
	Iteration 31Q: 3 clusters Score -468827.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -468830.843750 Penalty: 2718.465088
	Iteration 32Q: 3 clusters Score -468830.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -468834.875000 Penalty: 2718.465088
	Iteration 33Q: 3 clusters Score -468834.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -468836.406250 Penalty: 2718.465088
	Iteration 34Q: 3 clusters Score -468836.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -468836.875000 Penalty: 2718.465088
	Iteration 35Q: 3 clusters Score -468836.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -468836.781250 Penalty: 2718.465088
	Iteration 36Q: 3 clusters Score -468836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -468837.187500 Penalty: 2718.465088
	Iteration 37Q: 3 clusters Score -468837.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -468837.500000 Penalty: 2718.465088
	Iteration 38Q: 3 clusters Score -468837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -468838.375000 Penalty: 2718.465088
	Iteration 39Q: 3 clusters Score -468838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -468839.093750 Penalty: 2718.465088
	Iteration 40F: 3 clusters Score -468839.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Entering Unmasked Estep 
Score: -3077623.000000 Penalty: 1656.699585
	Iteration 0F: 2 clusters Score -3077623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3059623.250000 Penalty: 3313.399170
	Iteration 0F: 3 clusters Score -3059623 nChanged 12176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3066389.500000 Penalty: 3313.399170
	Iteration 1F: 3 clusters Score -3066390 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3066822.250000 Penalty: 3313.399170
	Iteration 2Q: 3 clusters Score -3066822 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3067267.750000 Penalty: 3313.399170
	Iteration 3Q: 3 clusters Score -3067268 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3067838.750000 Penalty: 3313.399170
	Iteration 4Q: 3 clusters Score -3067839 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3068606.250000 Penalty: 3313.399170
	Iteration 5F: 3 clusters Score -3068606 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -3069658.500000 Penalty: 3313.399170
	Iteration 6F: 3 clusters Score -3069658 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3070946.000000 Penalty: 3313.399170
	Iteration 7F: 3 clusters Score -3070946 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3072237.000000 Penalty: 3313.399170
	Iteration 8F: 3 clusters Score -3072237 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3073146.250000 Penalty: 3313.399170
	Iteration 9Q: 3 clusters Score -3073146 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3073608.250000 Penalty: 3313.399170
	Iteration 10Q: 3 clusters Score -3073608 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3073851.500000 Penalty: 3313.399170
	Iteration 11Q: 3 clusters Score -3073852 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3074033.500000 Penalty: 3313.399170
	Iteration 12Q: 3 clusters Score -3074034 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -3074161.500000 Penalty: 3313.399170
	Iteration 13Q: 3 clusters Score -3074162 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -3074306.000000 Penalty: 3313.399170
	Iteration 14Q: 3 clusters Score -3074306 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -3074415.250000 Penalty: 3313.399170
	Iteration 15Q: 3 clusters Score -3074415 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -3074549.500000 Penalty: 3313.399170
	Iteration 16Q: 3 clusters Score -3074550 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3074658.000000 Penalty: 3313.399170
	Iteration 17Q: 3 clusters Score -3074658 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -3074778.000000 Penalty: 3313.399170
	Iteration 18Q: 3 clusters Score -3074778 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3074901.750000 Penalty: 3313.399170
	Iteration 19Q: 3 clusters Score -3074902 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3075008.750000 Penalty: 3313.399170
	Iteration 20F: 3 clusters Score -3075009 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3075118.250000 Penalty: 3313.399170
	Iteration 21Q: 3 clusters Score -3075118 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3075204.000000 Penalty: 3313.399170
	Iteration 22Q: 3 clusters Score -3075204 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3075291.750000 Penalty: 3313.399170
	Iteration 23Q: 3 clusters Score -3075292 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3075378.250000 Penalty: 3313.399170
	Iteration 24Q: 3 clusters Score -3075378 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -3075448.750000 Penalty: 3313.399170
	Iteration 25Q: 3 clusters Score -3075449 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3075552.000000 Penalty: 3313.399170
	Iteration 26Q: 3 clusters Score -3075552 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3075625.250000 Penalty: 3313.399170
	Iteration 27Q: 3 clusters Score -3075625 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3075683.500000 Penalty: 3313.399170
	Iteration 28Q: 3 clusters Score -3075684 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3075730.500000 Penalty: 3313.399170
	Iteration 29Q: 3 clusters Score -3075730 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3075774.500000 Penalty: 3313.399170
	Iteration 30Q: 3 clusters Score -3075774 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3075812.250000 Penalty: 3313.399170
	Iteration 31Q: 3 clusters Score -3075812 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3075844.500000 Penalty: 3313.399170
	Iteration 32Q: 3 clusters Score -3075844 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3075880.000000 Penalty: 3313.399170
	Iteration 33Q: 3 clusters Score -3075880 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3075910.000000 Penalty: 3313.399170
	Iteration 34Q: 3 clusters Score -3075910 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3075936.000000 Penalty: 3313.399170
	Iteration 35Q: 3 clusters Score -3075936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3075952.250000 Penalty: 3313.399170
	Iteration 36Q: 3 clusters Score -3075952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3075971.750000 Penalty: 3313.399170
	Iteration 37Q: 3 clusters Score -3075972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3075987.000000 Penalty: 3313.399170
	Iteration 38Q: 3 clusters Score -3075987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3076009.000000 Penalty: 3313.399170
	Iteration 39Q: 3 clusters Score -3076009 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3076031.750000 Penalty: 3313.399170
	Iteration 40F: 3 clusters Score -3076032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3076047.250000 Penalty: 3313.399170
	Iteration 41Q: 3 clusters Score -3076047 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3076068.000000 Penalty: 3313.399170
	Iteration 42Q: 3 clusters Score -3076068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3076079.500000 Penalty: 3313.399170
	Iteration 43Q: 3 clusters Score -3076080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3076093.250000 Penalty: 3313.399170
	Iteration 44Q: 3 clusters Score -3076093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3076110.500000 Penalty: 3313.399170
	Iteration 45Q: 3 clusters Score -3076110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3076124.500000 Penalty: 3313.399170
	Iteration 46Q: 3 clusters Score -3076124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -3076138.000000 Penalty: 3313.399170
	Iteration 47Q: 3 clusters Score -3076138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3076154.500000 Penalty: 3313.399170
	Iteration 48Q: 3 clusters Score -3076154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3076163.250000 Penalty: 3313.399170
	Iteration 49Q: 3 clusters Score -3076163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3076166.000000 Penalty: 3313.399170
	Iteration 50Q: 3 clusters Score -3076166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3076171.250000 Penalty: 3313.399170
	Iteration 51Q: 3 clusters Score -3076171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3076174.250000 Penalty: 3313.399170
	Iteration 52Q: 3 clusters Score -3076174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -3076177.750000 Penalty: 3313.399170
	Iteration 53Q: 3 clusters Score -3076178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3076183.500000 Penalty: 3313.399170
	Iteration 54Q: 3 clusters Score -3076184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3076184.750000 Penalty: 3313.399170
	Iteration 55Q: 3 clusters Score -3076185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3076184.500000 Penalty: 3313.399170
	Iteration 56Q: 3 clusters Score -3076184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3076183.000000 Penalty: 3313.399170
	Iteration 57Q: 3 clusters Score -3076183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3076186.250000 Penalty: 3313.399170
	Iteration 58Q: 3 clusters Score -3076186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -3076191.500000 Penalty: 3313.399170
	Iteration 59Q: 3 clusters Score -3076192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -3076197.750000 Penalty: 3313.399170
	Iteration 60F: 3 clusters Score -3076198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3076215.250000 Penalty: 3313.399170
	Iteration 61Q: 3 clusters Score -3076215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3076216.000000 Penalty: 3313.399170
	Iteration 62Q: 3 clusters Score -3076216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3076220.500000 Penalty: 3313.399170
	Iteration 63Q: 3 clusters Score -3076220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -3076235.750000 Penalty: 3313.399170
	Iteration 64Q: 3 clusters Score -3076236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3076237.250000 Penalty: 3313.399170
	Iteration 65Q: 3 clusters Score -3076237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3076241.000000 Penalty: 3313.399170
	Iteration 66Q: 3 clusters Score -3076241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3076242.250000 Penalty: 3313.399170
	Iteration 67Q: 3 clusters Score -3076242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3076245.500000 Penalty: 3313.399170
	Iteration 68Q: 3 clusters Score -3076246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3076245.250000 Penalty: 3313.399170
	Iteration 69Q: 3 clusters Score -3076245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3076251.500000 Penalty: 3313.399170
	Iteration 70Q: 3 clusters Score -3076252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -3076254.750000 Penalty: 3313.399170
	Iteration 71Q: 3 clusters Score -3076255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3076260.250000 Penalty: 3313.399170
	Iteration 72Q: 3 clusters Score -3076260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3076262.750000 Penalty: 3313.399170
	Iteration 73Q: 3 clusters Score -3076263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -3076269.250000 Penalty: 3313.399170
	Iteration 74Q: 3 clusters Score -3076269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3076268.500000 Penalty: 3313.399170
	Iteration 75Q: 3 clusters Score -3076268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3076271.250000 Penalty: 3313.399170
	Iteration 76Q: 3 clusters Score -3076271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3076280.250000 Penalty: 3313.399170
	Iteration 77Q: 3 clusters Score -3076280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3076280.000000 Penalty: 3313.399170
	Iteration 78Q: 3 clusters Score -3076280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3076284.500000 Penalty: 3313.399170
	Iteration 79Q: 3 clusters Score -3076284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3076287.000000 Penalty: 3313.399170
	Iteration 80F: 3 clusters Score -3076287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3076293.500000 Penalty: 3313.399170
	Iteration 81Q: 3 clusters Score -3076294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3076302.000000 Penalty: 3313.399170
	Iteration 82Q: 3 clusters Score -3076302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -3076303.500000 Penalty: 3313.399170
	Iteration 83Q: 3 clusters Score -3076304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3076306.750000 Penalty: 3313.399170
	Iteration 84Q: 3 clusters Score -3076307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3076308.250000 Penalty: 3313.399170
	Iteration 85Q: 3 clusters Score -3076308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3076313.250000 Penalty: 3313.399170
	Iteration 86Q: 3 clusters Score -3076313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3076311.250000 Penalty: 3313.399170
	Iteration 87Q: 3 clusters Score -3076311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -3076311.750000 Penalty: 3313.399170
	Iteration 88Q: 3 clusters Score -3076312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -3076311.000000 Penalty: 3313.399170
	Iteration 89Q: 3 clusters Score -3076311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -3076311.000000 Penalty: 3313.399170
	Iteration 90F: 3 clusters Score -3076311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -88532.187500 Penalty: 1097.812378
	Iteration 0F: 2 clusters Score -88532.19 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 420 members 
Entering Unmasked Estep 
Score: -87220.875000 Penalty: 2195.624756
	Iteration 0F: 3 clusters Score -87220.88 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -87502.992188 Penalty: 2195.624756
	Iteration 1F: 3 clusters Score -87502.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -87587.203125 Penalty: 2195.624756
	Iteration 2F: 3 clusters Score -87587.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -87631.968750 Penalty: 2195.624756
	Iteration 3Q: 3 clusters Score -87631.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87663.796875 Penalty: 2195.624756
	Iteration 4Q: 3 clusters Score -87663.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -87701.312500 Penalty: 2195.624756
	Iteration 5Q: 3 clusters Score -87701.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -87725.703125 Penalty: 2195.624756
	Iteration 6Q: 3 clusters Score -87725.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -87749.421875 Penalty: 2195.624756
	Iteration 7Q: 3 clusters Score -87749.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87763.195312 Penalty: 2195.624756
	Iteration 8Q: 3 clusters Score -87763.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -87771.070312 Penalty: 2195.624756
	Iteration 9Q: 3 clusters Score -87771.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -87775.421875 Penalty: 2195.624756
	Iteration 10Q: 3 clusters Score -87775.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87779.039062 Penalty: 2195.624756
	Iteration 11Q: 3 clusters Score -87779.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -87783.585938 Penalty: 2195.624756
	Iteration 12Q: 3 clusters Score -87783.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -87786.750000 Penalty: 2195.624756
	Iteration 13Q: 3 clusters Score -87786.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87791.531250 Penalty: 2195.624756
	Iteration 14Q: 3 clusters Score -87791.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -87798.906250 Penalty: 2195.624756
	Iteration 15Q: 3 clusters Score -87798.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -87804.289062 Penalty: 2195.624756
	Iteration 16Q: 3 clusters Score -87804.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87806.062500 Penalty: 2195.624756
	Iteration 17Q: 3 clusters Score -87806.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87806.765625 Penalty: 2195.624756
	Iteration 18Q: 3 clusters Score -87806.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87808.210938 Penalty: 2195.624756
	Iteration 19Q: 3 clusters Score -87808.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -87809.468750 Penalty: 2195.624756
	Iteration 20F: 3 clusters Score -87809.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -87810.882812 Penalty: 2195.624756
	Iteration 21Q: 3 clusters Score -87810.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -87812.414062 Penalty: 2195.624756
	Iteration 22Q: 3 clusters Score -87812.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -87814.414062 Penalty: 2195.624756
	Iteration 23Q: 3 clusters Score -87814.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -87814.414062 Penalty: 2195.624756
	Iteration 24F: 3 clusters Score -87814.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Entering Unmasked Estep 
Score: -4512444.000000 Penalty: 1724.688477
	Iteration 0F: 2 clusters Score -4512444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4485060.500000 Penalty: 3449.376953
	Iteration 0F: 3 clusters Score -4485060 nChanged 19114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -4495838.000000 Penalty: 3449.376953
	Iteration 1F: 3 clusters Score -4495838 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -4496242.500000 Penalty: 3449.376953
	Iteration 2Q: 3 clusters Score -4496242 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -4496618.000000 Penalty: 3449.376953
	Iteration 3Q: 3 clusters Score -4496618 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -4497025.500000 Penalty: 3449.376953
	Iteration 4Q: 3 clusters Score -4497026 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -4497453.500000 Penalty: 3449.376953
	Iteration 5Q: 3 clusters Score -4497454 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -4498106.000000 Penalty: 3449.376953
	Iteration 6Q: 3 clusters Score -4498106 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -4499035.000000 Penalty: 3449.376953
	Iteration 7Q: 3 clusters Score -4499035 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -4500542.000000 Penalty: 3449.376953
	Iteration 8F: 3 clusters Score -4500542 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -4502687.500000 Penalty: 3449.376953
	Iteration 9F: 3 clusters Score -4502688 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -4505303.500000 Penalty: 3449.376953
	Iteration 10F: 3 clusters Score -4505304 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -4507684.000000 Penalty: 3449.376953
	Iteration 11F: 3 clusters Score -4507684 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -4509484.000000 Penalty: 3449.376953
	Iteration 12Q: 3 clusters Score -4509484 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -4510420.500000 Penalty: 3449.376953
	Iteration 13Q: 3 clusters Score -4510420 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -4510803.000000 Penalty: 3449.376953
	Iteration 14Q: 3 clusters Score -4510803 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -4511030.000000 Penalty: 3449.376953
	Iteration 15Q: 3 clusters Score -4511030 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -4511177.500000 Penalty: 3449.376953
	Iteration 16Q: 3 clusters Score -4511178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -4511243.500000 Penalty: 3449.376953
	Iteration 17Q: 3 clusters Score -4511244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -4511278.000000 Penalty: 3449.376953
	Iteration 18Q: 3 clusters Score -4511278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -4511312.000000 Penalty: 3449.376953
	Iteration 19Q: 3 clusters Score -4511312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -4511325.000000 Penalty: 3449.376953
	Iteration 20F: 3 clusters Score -4511325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -4511331.000000 Penalty: 3449.376953
	Iteration 21Q: 3 clusters Score -4511331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -4511345.000000 Penalty: 3449.376953
	Iteration 22Q: 3 clusters Score -4511345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -4511355.000000 Penalty: 3449.376953
	Iteration 23Q: 3 clusters Score -4511355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -4511367.000000 Penalty: 3449.376953
	Iteration 24Q: 3 clusters Score -4511367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -4511378.000000 Penalty: 3449.376953
	Iteration 25Q: 3 clusters Score -4511378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -4511384.000000 Penalty: 3449.376953
	Iteration 26Q: 3 clusters Score -4511384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -4511386.500000 Penalty: 3449.376953
	Iteration 27Q: 3 clusters Score -4511386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -4511392.500000 Penalty: 3449.376953
	Iteration 28Q: 3 clusters Score -4511392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -4511398.000000 Penalty: 3449.376953
	Iteration 29Q: 3 clusters Score -4511398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -4511393.500000 Penalty: 3449.376953
	Iteration 30Q: 3 clusters Score -4511394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -4511393.500000 Penalty: 3449.376953
	Iteration 31F: 3 clusters Score -4511394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Entering Unmasked Estep 
Score: -586299.562500 Penalty: 1386.559326
	Iteration 0F: 2 clusters Score -586299.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -582311.187500 Penalty: 2773.118652
	Iteration 0F: 3 clusters Score -582311.2 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -583347.125000 Penalty: 2773.118652
	Iteration 1F: 3 clusters Score -583347.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -583546.187500 Penalty: 2773.118652
	Iteration 2F: 3 clusters Score -583546.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -583753.062500 Penalty: 2773.118652
	Iteration 3F: 3 clusters Score -583753.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -583926.625000 Penalty: 2773.118652
	Iteration 4F: 3 clusters Score -583926.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -584091.500000 Penalty: 2773.118652
	Iteration 5Q: 3 clusters Score -584091.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -584270.500000 Penalty: 2773.118652
	Iteration 6Q: 3 clusters Score -584270.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -584414.500000 Penalty: 2773.118652
	Iteration 7Q: 3 clusters Score -584414.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -584529.375000 Penalty: 2773.118652
	Iteration 8Q: 3 clusters Score -584529.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -584642.562500 Penalty: 2773.118652
	Iteration 9Q: 3 clusters Score -584642.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -584735.937500 Penalty: 2773.118652
	Iteration 10Q: 3 clusters Score -584735.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -584798.062500 Penalty: 2773.118652
	Iteration 11Q: 3 clusters Score -584798.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -584848.437500 Penalty: 2773.118652
	Iteration 12Q: 3 clusters Score -584848.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -584895.312500 Penalty: 2773.118652
	Iteration 13Q: 3 clusters Score -584895.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -584935.875000 Penalty: 2773.118652
	Iteration 14Q: 3 clusters Score -584935.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -584967.750000 Penalty: 2773.118652
	Iteration 15Q: 3 clusters Score -584967.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -584991.250000 Penalty: 2773.118652
	Iteration 16Q: 3 clusters Score -584991.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -585007.125000 Penalty: 2773.118652
	Iteration 17Q: 3 clusters Score -585007.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -585035.812500 Penalty: 2773.118652
	Iteration 18Q: 3 clusters Score -585035.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -585058.875000 Penalty: 2773.118652
	Iteration 19Q: 3 clusters Score -585058.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -585074.625000 Penalty: 2773.118652
	Iteration 20F: 3 clusters Score -585074.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -585083.312500 Penalty: 2773.118652
	Iteration 21Q: 3 clusters Score -585083.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -585090.812500 Penalty: 2773.118652
	Iteration 22Q: 3 clusters Score -585090.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -585098.875000 Penalty: 2773.118652
	Iteration 23Q: 3 clusters Score -585098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -585100.125000 Penalty: 2773.118652
	Iteration 24Q: 3 clusters Score -585100.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -585100.937500 Penalty: 2773.118652
	Iteration 25Q: 3 clusters Score -585100.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -585102.250000 Penalty: 2773.118652
	Iteration 26Q: 3 clusters Score -585102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -585106.625000 Penalty: 2773.118652
	Iteration 27Q: 3 clusters Score -585106.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -585111.937500 Penalty: 2773.118652
	Iteration 28Q: 3 clusters Score -585111.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -585116.500000 Penalty: 2773.118652
	Iteration 29Q: 3 clusters Score -585116.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -585121.750000 Penalty: 2773.118652
	Iteration 30Q: 3 clusters Score -585121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -585128.312500 Penalty: 2773.118652
	Iteration 31Q: 3 clusters Score -585128.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -585137.687500 Penalty: 2773.118652
	Iteration 32Q: 3 clusters Score -585137.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -585142.687500 Penalty: 2773.118652
	Iteration 33Q: 3 clusters Score -585142.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -585145.625000 Penalty: 2773.118652
	Iteration 34Q: 3 clusters Score -585145.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -585146.125000 Penalty: 2773.118652
	Iteration 35Q: 3 clusters Score -585146.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -585146.125000 Penalty: 2773.118652
	Iteration 36F: 3 clusters Score -585146.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -137405.890625 Penalty: 1167.871460
	Iteration 0F: 2 clusters Score -137405.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -135822.156250 Penalty: 2335.742920
	Iteration 0F: 3 clusters Score -135822.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136198.812500 Penalty: 2335.742920
	Iteration 1F: 3 clusters Score -136198.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136312.859375 Penalty: 2335.742920
	Iteration 2F: 3 clusters Score -136312.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136377.296875 Penalty: 2335.742920
	Iteration 3F: 3 clusters Score -136377.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -136435.015625 Penalty: 2335.742920
	Iteration 4Q: 3 clusters Score -136435 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136532.109375 Penalty: 2335.742920
	Iteration 5Q: 3 clusters Score -136532.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -136602.781250 Penalty: 2335.742920
	Iteration 6Q: 3 clusters Score -136602.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -136648.109375 Penalty: 2335.742920
	Iteration 7Q: 3 clusters Score -136648.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -136692.218750 Penalty: 2335.742920
	Iteration 8Q: 3 clusters Score -136692.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -136717.593750 Penalty: 2335.742920
	Iteration 9Q: 3 clusters Score -136717.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -136730.875000 Penalty: 2335.742920
	Iteration 10Q: 3 clusters Score -136730.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -136741.156250 Penalty: 2335.742920
	Iteration 11Q: 3 clusters Score -136741.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -136749.843750 Penalty: 2335.742920
	Iteration 12Q: 3 clusters Score -136749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -136754.062500 Penalty: 2335.742920
	Iteration 13Q: 3 clusters Score -136754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -136755.265625 Penalty: 2335.742920
	Iteration 14Q: 3 clusters Score -136755.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -136755.656250 Penalty: 2335.742920
	Iteration 15Q: 3 clusters Score -136755.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -136758.109375 Penalty: 2335.742920
	Iteration 16Q: 3 clusters Score -136758.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -136758.796875 Penalty: 2335.742920
	Iteration 17Q: 3 clusters Score -136758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -136761.421875 Penalty: 2335.742920
	Iteration 18Q: 3 clusters Score -136761.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -136763.156250 Penalty: 2335.742920
	Iteration 19Q: 3 clusters Score -136763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -136763.156250 Penalty: 2335.742920
	Iteration 20F: 3 clusters Score -136763.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Entering Unmasked Estep 
Score: -3713656.250000 Penalty: 1688.501465
	Iteration 0F: 2 clusters Score -3713656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3691810.500000 Penalty: 3377.002930
	Iteration 0F: 3 clusters Score -3691810 nChanged 15046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -3700255.250000 Penalty: 3377.002930
	Iteration 1F: 3 clusters Score -3700255 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3700792.500000 Penalty: 3377.002930
	Iteration 2Q: 3 clusters Score -3700792 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3701425.250000 Penalty: 3377.002930
	Iteration 3Q: 3 clusters Score -3701425 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3702317.000000 Penalty: 3377.002930
	Iteration 4Q: 3 clusters Score -3702317 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -3703614.750000 Penalty: 3377.002930
	Iteration 5F: 3 clusters Score -3703615 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3705284.750000 Penalty: 3377.002930
	Iteration 6F: 3 clusters Score -3705285 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3707045.750000 Penalty: 3377.002930
	Iteration 7F: 3 clusters Score -3707046 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3708572.750000 Penalty: 3377.002930
	Iteration 8F: 3 clusters Score -3708573 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3709716.250000 Penalty: 3377.002930
	Iteration 9Q: 3 clusters Score -3709716 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -3710480.500000 Penalty: 3377.002930
	Iteration 10Q: 3 clusters Score -3710480 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3710967.000000 Penalty: 3377.002930
	Iteration 11Q: 3 clusters Score -3710967 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -3711333.750000 Penalty: 3377.002930
	Iteration 12Q: 3 clusters Score -3711334 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -3711610.250000 Penalty: 3377.002930
	Iteration 13Q: 3 clusters Score -3711610 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -3711793.500000 Penalty: 3377.002930
	Iteration 14Q: 3 clusters Score -3711794 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -3711900.750000 Penalty: 3377.002930
	Iteration 15Q: 3 clusters Score -3711901 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -3711976.000000 Penalty: 3377.002930
	Iteration 16Q: 3 clusters Score -3711976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -3712040.000000 Penalty: 3377.002930
	Iteration 17Q: 3 clusters Score -3712040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -3712084.500000 Penalty: 3377.002930
	Iteration 18Q: 3 clusters Score -3712084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -3712107.750000 Penalty: 3377.002930
	Iteration 19Q: 3 clusters Score -3712108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -3712133.750000 Penalty: 3377.002930
	Iteration 20F: 3 clusters Score -3712134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -3712146.500000 Penalty: 3377.002930
	Iteration 21Q: 3 clusters Score -3712146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -3712153.500000 Penalty: 3377.002930
	Iteration 22Q: 3 clusters Score -3712154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -3712163.500000 Penalty: 3377.002930
	Iteration 23Q: 3 clusters Score -3712164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -3712173.500000 Penalty: 3377.002930
	Iteration 24Q: 3 clusters Score -3712174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -3712194.000000 Penalty: 3377.002930
	Iteration 25Q: 3 clusters Score -3712194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -3712196.000000 Penalty: 3377.002930
	Iteration 26Q: 3 clusters Score -3712196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -3712197.000000 Penalty: 3377.002930
	Iteration 27Q: 3 clusters Score -3712197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -3712203.750000 Penalty: 3377.002930
	Iteration 28Q: 3 clusters Score -3712204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -3712210.500000 Penalty: 3377.002930
	Iteration 29Q: 3 clusters Score -3712210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -3712218.000000 Penalty: 3377.002930
	Iteration 30Q: 3 clusters Score -3712218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -3712222.000000 Penalty: 3377.002930
	Iteration 31Q: 3 clusters Score -3712222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -3712226.750000 Penalty: 3377.002930
	Iteration 32Q: 3 clusters Score -3712227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -3712235.250000 Penalty: 3377.002930
	Iteration 33Q: 3 clusters Score -3712235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -3712239.250000 Penalty: 3377.002930
	Iteration 34Q: 3 clusters Score -3712239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -3712240.000000 Penalty: 3377.002930
	Iteration 35Q: 3 clusters Score -3712240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -3712245.750000 Penalty: 3377.002930
	Iteration 36Q: 3 clusters Score -3712246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -3712249.000000 Penalty: 3377.002930
	Iteration 37Q: 3 clusters Score -3712249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -3712255.500000 Penalty: 3377.002930
	Iteration 38Q: 3 clusters Score -3712256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -3712258.000000 Penalty: 3377.002930
	Iteration 39Q: 3 clusters Score -3712258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -3712261.750000 Penalty: 3377.002930
	Iteration 40F: 3 clusters Score -3712262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -3712263.750000 Penalty: 3377.002930
	Iteration 41Q: 3 clusters Score -3712264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -3712269.500000 Penalty: 3377.002930
	Iteration 42Q: 3 clusters Score -3712270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -3712268.000000 Penalty: 3377.002930
	Iteration 43Q: 3 clusters Score -3712268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -3712274.000000 Penalty: 3377.002930
	Iteration 44Q: 3 clusters Score -3712274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -3712272.500000 Penalty: 3377.002930
	Iteration 45Q: 3 clusters Score -3712272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -3712278.500000 Penalty: 3377.002930
	Iteration 46Q: 3 clusters Score -3712278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -3712281.500000 Penalty: 3377.002930
	Iteration 47Q: 3 clusters Score -3712282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -3712284.000000 Penalty: 3377.002930
	Iteration 48Q: 3 clusters Score -3712284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -3712283.750000 Penalty: 3377.002930
	Iteration 49Q: 3 clusters Score -3712284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -3712283.750000 Penalty: 3377.002930
	Iteration 50F: 3 clusters Score -3712284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93071 members 
Entering Unmasked Estep 
Score: -10547190.000000 Penalty: 1859.181763
	Iteration 0F: 2 clusters Score -1.054719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -10485312.000000 Penalty: 3718.363525
	Iteration 0F: 3 clusters Score -1.048531e+07 nChanged 44354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -10511769.000000 Penalty: 3718.363525
	Iteration 1F: 3 clusters Score -1.051177e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -10513798.000000 Penalty: 3718.363525
	Iteration 2Q: 3 clusters Score -1.05138e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -10517044.000000 Penalty: 3718.363525
	Iteration 3F: 3 clusters Score -1.051704e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -10521596.000000 Penalty: 3718.363525
	Iteration 4F: 3 clusters Score -1.05216e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -10527745.000000 Penalty: 3718.363525
	Iteration 5F: 3 clusters Score -1.052774e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 72422 members 
Entering Unmasked Estep 
Score: -10534504.000000 Penalty: 3718.363525
	Iteration 6F: 3 clusters Score -1.05345e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 76597 members 
Entering Unmasked Estep 
Score: -10539620.000000 Penalty: 3718.363525
	Iteration 7F: 3 clusters Score -1.053962e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -10542158.000000 Penalty: 3718.363525
	Iteration 8Q: 3 clusters Score -1.054216e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 80629 members 
Entering Unmasked Estep 
Score: -10543321.000000 Penalty: 3718.363525
	Iteration 9Q: 3 clusters Score -1.054332e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -10543921.000000 Penalty: 3718.363525
	Iteration 10Q: 3 clusters Score -1.054392e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -10544491.000000 Penalty: 3718.363525
	Iteration 11Q: 3 clusters Score -1.054449e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 83998 members 
Entering Unmasked Estep 
Score: -10544783.000000 Penalty: 3718.363525
	Iteration 12Q: 3 clusters Score -1.054478e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 84840 members 
Entering Unmasked Estep 
Score: -10545079.000000 Penalty: 3718.363525
	Iteration 13Q: 3 clusters Score -1.054508e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 85591 members 
Entering Unmasked Estep 
Score: -10545337.000000 Penalty: 3718.363525
	Iteration 14Q: 3 clusters Score -1.054534e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -10545539.000000 Penalty: 3718.363525
	Iteration 15Q: 3 clusters Score -1.054554e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -10545722.000000 Penalty: 3718.363525
	Iteration 16Q: 3 clusters Score -1.054572e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -10545966.000000 Penalty: 3718.363525
	Iteration 17Q: 3 clusters Score -1.054597e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 88062 members 
Entering Unmasked Estep 
Score: -10546193.000000 Penalty: 3718.363525
	Iteration 18Q: 3 clusters Score -1.054619e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 88544 members 
Entering Unmasked Estep 
Score: -10546364.000000 Penalty: 3718.363525
	Iteration 19Q: 3 clusters Score -1.054636e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
Score: -10546480.000000 Penalty: 3718.363525
	Iteration 20F: 3 clusters Score -1.054648e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 89244 members 
Entering Unmasked Estep 
Score: -10546578.000000 Penalty: 3718.363525
	Iteration 21Q: 3 clusters Score -1.054658e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -10546616.000000 Penalty: 3718.363525
	Iteration 22Q: 3 clusters Score -1.054662e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 89682 members 
Entering Unmasked Estep 
Score: -10546644.000000 Penalty: 3718.363525
	Iteration 23Q: 3 clusters Score -1.054664e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 89855 members 
Entering Unmasked Estep 
Score: -10546665.000000 Penalty: 3718.363525
	Iteration 24Q: 3 clusters Score -1.054666e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 90009 members 
Entering Unmasked Estep 
Score: -10546688.000000 Penalty: 3718.363525
	Iteration 25Q: 3 clusters Score -1.054669e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -10546737.000000 Penalty: 3718.363525
	Iteration 26Q: 3 clusters Score -1.054674e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 90277 members 
Entering Unmasked Estep 
Score: -10546771.000000 Penalty: 3718.363525
	Iteration 27Q: 3 clusters Score -1.054677e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -10546778.000000 Penalty: 3718.363525
	Iteration 28Q: 3 clusters Score -1.054678e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 90458 members 
Entering Unmasked Estep 
Score: -10546782.000000 Penalty: 3718.363525
	Iteration 29Q: 3 clusters Score -1.054678e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 90528 members 
Entering Unmasked Estep 
Score: -10546792.000000 Penalty: 3718.363525
	Iteration 30Q: 3 clusters Score -1.054679e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 90588 members 
Entering Unmasked Estep 
Score: -10546805.000000 Penalty: 3718.363525
	Iteration 31Q: 3 clusters Score -1.05468e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -10546787.000000 Penalty: 3718.363525
	Iteration 32Q: 3 clusters Score -1.054679e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -10546820.000000 Penalty: 3718.363525
	Iteration 33Q: 3 clusters Score -1.054682e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 90743 members 
Entering Unmasked Estep 
Score: -10546846.000000 Penalty: 3718.363525
	Iteration 34Q: 3 clusters Score -1.054685e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -10546840.000000 Penalty: 3718.363525
	Iteration 35Q: 3 clusters Score -1.054684e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 90819 members 
Entering Unmasked Estep 
Score: -10546839.000000 Penalty: 3718.363525
	Iteration 36Q: 3 clusters Score -1.054684e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 90851 members 
Entering Unmasked Estep 
Score: -10546848.000000 Penalty: 3718.363525
	Iteration 37Q: 3 clusters Score -1.054685e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 90879 members 
Entering Unmasked Estep 
Score: -10546832.000000 Penalty: 3718.363525
	Iteration 38Q: 3 clusters Score -1.054683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
Score: -10546839.000000 Penalty: 3718.363525
	Iteration 39Q: 3 clusters Score -1.054684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 90926 members 
Entering Unmasked Estep 
Score: -10546851.000000 Penalty: 3718.363525
	Iteration 40F: 3 clusters Score -1.054685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
Score: -10546840.000000 Penalty: 3718.363525
	Iteration 41Q: 3 clusters Score -1.054684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 90958 members 
Entering Unmasked Estep 
Score: -10546843.000000 Penalty: 3718.363525
	Iteration 42Q: 3 clusters Score -1.054684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 90975 members 
Entering Unmasked Estep 
Score: -10546840.000000 Penalty: 3718.363525
	Iteration 43Q: 3 clusters Score -1.054684e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 90989 members 
Entering Unmasked Estep 
Score: -10546845.000000 Penalty: 3718.363525
	Iteration 44Q: 3 clusters Score -1.054684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 91008 members 
Entering Unmasked Estep 
Score: -10546859.000000 Penalty: 3718.363525
	Iteration 45Q: 3 clusters Score -1.054686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 91020 members 
Entering Unmasked Estep 
Score: -10546861.000000 Penalty: 3718.363525
	Iteration 46Q: 3 clusters Score -1.054686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 91042 members 
Entering Unmasked Estep 
Score: -10546856.000000 Penalty: 3718.363525
	Iteration 47Q: 3 clusters Score -1.054686e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -10546864.000000 Penalty: 3718.363525
	Iteration 48Q: 3 clusters Score -1.054686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -10546854.000000 Penalty: 3718.363525
	Iteration 49Q: 3 clusters Score -1.054685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
Score: -10546853.000000 Penalty: 3718.363525
	Iteration 50Q: 3 clusters Score -1.054685e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 91112 members 
Entering Unmasked Estep 
Score: -10546859.000000 Penalty: 3718.363525
	Iteration 51Q: 3 clusters Score -1.054686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -10546864.000000 Penalty: 3718.363525
	Iteration 52Q: 3 clusters Score -1.054686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -10546864.000000 Penalty: 3718.363525
	Iteration 53Q: 3 clusters Score -1.054686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 91129 members 
Entering Unmasked Estep 
Score: -10546879.000000 Penalty: 3718.363525
	Iteration 54Q: 3 clusters Score -1.054688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -10546873.000000 Penalty: 3718.363525
	Iteration 55Q: 3 clusters Score -1.054687e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 91144 members 
Entering Unmasked Estep 
Score: -10546892.000000 Penalty: 3718.363525
	Iteration 56Q: 3 clusters Score -1.054689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 91155 members 
Entering Unmasked Estep 
Score: -10546902.000000 Penalty: 3718.363525
	Iteration 57Q: 3 clusters Score -1.05469e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 91161 members 
Entering Unmasked Estep 
Score: -10546907.000000 Penalty: 3718.363525
	Iteration 58Q: 3 clusters Score -1.054691e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 91165 members 
Entering Unmasked Estep 
Score: -10546919.000000 Penalty: 3718.363525
	Iteration 59Q: 3 clusters Score -1.054692e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 91168 members 
Entering Unmasked Estep 
Score: -10546905.000000 Penalty: 3718.363525
	Iteration 60F: 3 clusters Score -1.05469e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -10546937.000000 Penalty: 3718.363525
	Iteration 61Q: 3 clusters Score -1.054694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 91184 members 
Entering Unmasked Estep 
Score: -10546934.000000 Penalty: 3718.363525
	Iteration 62Q: 3 clusters Score -1.054693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 91191 members 
Entering Unmasked Estep 
Score: -10546935.000000 Penalty: 3718.363525
	Iteration 63Q: 3 clusters Score -1.054694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -10546913.000000 Penalty: 3718.363525
	Iteration 64Q: 3 clusters Score -1.054691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -10546928.000000 Penalty: 3718.363525
	Iteration 65Q: 3 clusters Score -1.054693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -10546919.000000 Penalty: 3718.363525
	Iteration 66Q: 3 clusters Score -1.054692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 91208 members 
Entering Unmasked Estep 
Score: -10546914.000000 Penalty: 3718.363525
	Iteration 67Q: 3 clusters Score -1.054691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 91210 members 
Entering Unmasked Estep 
Score: -10546921.000000 Penalty: 3718.363525
	Iteration 68Q: 3 clusters Score -1.054692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 91216 members 
Entering Unmasked Estep 
Score: -10546922.000000 Penalty: 3718.363525
	Iteration 69Q: 3 clusters Score -1.054692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 91221 members 
Entering Unmasked Estep 
Score: -10546918.000000 Penalty: 3718.363525
	Iteration 70Q: 3 clusters Score -1.054692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 91224 members 
Entering Unmasked Estep 
Score: -10546922.000000 Penalty: 3718.363525
	Iteration 71Q: 3 clusters Score -1.054692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -10546921.000000 Penalty: 3718.363525
	Iteration 72Q: 3 clusters Score -1.054692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -10546916.000000 Penalty: 3718.363525
	Iteration 73Q: 3 clusters Score -1.054692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -10546916.000000 Penalty: 3718.363525
	Iteration 74F: 3 clusters Score -1.054692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Entering Unmasked Estep 
Score: -494873.218750 Penalty: 1368.396606
	Iteration 0F: 2 clusters Score -494873.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -491158.281250 Penalty: 2736.793213
	Iteration 0F: 3 clusters Score -491158.3 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -492099.312500 Penalty: 2736.793213
	Iteration 1F: 3 clusters Score -492099.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -492268.812500 Penalty: 2736.793213
	Iteration 2F: 3 clusters Score -492268.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -492380.187500 Penalty: 2736.793213
	Iteration 3Q: 3 clusters Score -492380.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -492489.718750 Penalty: 2736.793213
	Iteration 4Q: 3 clusters Score -492489.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -492593.781250 Penalty: 2736.793213
	Iteration 5Q: 3 clusters Score -492593.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -492717.125000 Penalty: 2736.793213
	Iteration 6Q: 3 clusters Score -492717.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -492863.750000 Penalty: 2736.793213
	Iteration 7Q: 3 clusters Score -492863.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -493001.593750 Penalty: 2736.793213
	Iteration 8Q: 3 clusters Score -493001.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -493124.593750 Penalty: 2736.793213
	Iteration 9Q: 3 clusters Score -493124.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -493213.000000 Penalty: 2736.793213
	Iteration 10Q: 3 clusters Score -493213 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -493272.906250 Penalty: 2736.793213
	Iteration 11Q: 3 clusters Score -493272.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -493327.000000 Penalty: 2736.793213
	Iteration 12Q: 3 clusters Score -493327 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -493389.468750 Penalty: 2736.793213
	Iteration 13Q: 3 clusters Score -493389.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -493441.031250 Penalty: 2736.793213
	Iteration 14Q: 3 clusters Score -493441 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -493482.343750 Penalty: 2736.793213
	Iteration 15Q: 3 clusters Score -493482.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -493515.718750 Penalty: 2736.793213
	Iteration 16Q: 3 clusters Score -493515.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -493550.187500 Penalty: 2736.793213
	Iteration 17Q: 3 clusters Score -493550.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -493579.500000 Penalty: 2736.793213
	Iteration 18Q: 3 clusters Score -493579.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -493602.000000 Penalty: 2736.793213
	Iteration 19Q: 3 clusters Score -493602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -493616.468750 Penalty: 2736.793213
	Iteration 20F: 3 clusters Score -493616.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -493627.000000 Penalty: 2736.793213
	Iteration 21Q: 3 clusters Score -493627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -493634.156250 Penalty: 2736.793213
	Iteration 22Q: 3 clusters Score -493634.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -493640.281250 Penalty: 2736.793213
	Iteration 23Q: 3 clusters Score -493640.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -493646.812500 Penalty: 2736.793213
	Iteration 24Q: 3 clusters Score -493646.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -493650.593750 Penalty: 2736.793213
	Iteration 25Q: 3 clusters Score -493650.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -493655.562500 Penalty: 2736.793213
	Iteration 26Q: 3 clusters Score -493655.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -493658.687500 Penalty: 2736.793213
	Iteration 27Q: 3 clusters Score -493658.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -493661.437500 Penalty: 2736.793213
	Iteration 28Q: 3 clusters Score -493661.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -493663.562500 Penalty: 2736.793213
	Iteration 29Q: 3 clusters Score -493663.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -493666.937500 Penalty: 2736.793213
	Iteration 30Q: 3 clusters Score -493666.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -493670.875000 Penalty: 2736.793213
	Iteration 31Q: 3 clusters Score -493670.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -493672.468750 Penalty: 2736.793213
	Iteration 32Q: 3 clusters Score -493672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -493674.031250 Penalty: 2736.793213
	Iteration 33Q: 3 clusters Score -493674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -493673.406250 Penalty: 2736.793213
	Iteration 34Q: 3 clusters Score -493673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -493674.656250 Penalty: 2736.793213
	Iteration 35Q: 3 clusters Score -493674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -493675.437500 Penalty: 2736.793213
	Iteration 36Q: 3 clusters Score -493675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -493675.156250 Penalty: 2736.793213
	Iteration 37Q: 3 clusters Score -493675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -493675.562500 Penalty: 2736.793213
	Iteration 38Q: 3 clusters Score -493675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -493675.187500 Penalty: 2736.793213
	Iteration 39Q: 3 clusters Score -493675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -493676.468750 Penalty: 2736.793213
	Iteration 40F: 3 clusters Score -493676.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -493676.812500 Penalty: 2736.793213
	Iteration 41Q: 3 clusters Score -493676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -493677.468750 Penalty: 2736.793213
	Iteration 42Q: 3 clusters Score -493677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -493678.375000 Penalty: 2736.793213
	Iteration 43Q: 3 clusters Score -493678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -493678.843750 Penalty: 2736.793213
	Iteration 44Q: 3 clusters Score -493678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -493678.812500 Penalty: 2736.793213
	Iteration 45Q: 3 clusters Score -493678.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -493679.031250 Penalty: 2736.793213
	Iteration 46Q: 3 clusters Score -493679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -493680.281250 Penalty: 2736.793213
	Iteration 47Q: 3 clusters Score -493680.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -493680.968750 Penalty: 2736.793213
	Iteration 48Q: 3 clusters Score -493681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -493680.843750 Penalty: 2736.793213
	Iteration 49Q: 3 clusters Score -493680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -493681.656250 Penalty: 2736.793213
	Iteration 50Q: 3 clusters Score -493681.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -493683.343750 Penalty: 2736.793213
	Iteration 51Q: 3 clusters Score -493683.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -493682.750000 Penalty: 2736.793213
	Iteration 52Q: 3 clusters Score -493682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -493683.312500 Penalty: 2736.793213
	Iteration 53Q: 3 clusters Score -493683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -493683.156250 Penalty: 2736.793213
	Iteration 54Q: 3 clusters Score -493683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -493683.656250 Penalty: 2736.793213
	Iteration 55Q: 3 clusters Score -493683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -493684.781250 Penalty: 2736.793213
	Iteration 56Q: 3 clusters Score -493684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -493685.343750 Penalty: 2736.793213
	Iteration 57Q: 3 clusters Score -493685.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -493685.375000 Penalty: 2736.793213
	Iteration 58Q: 3 clusters Score -493685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -493686.187500 Penalty: 2736.793213
	Iteration 59Q: 3 clusters Score -493686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -493688.156250 Penalty: 2736.793213
	Iteration 60F: 3 clusters Score -493688.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -493688.531250 Penalty: 2736.793213
	Iteration 61Q: 3 clusters Score -493688.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -493690.000000 Penalty: 2736.793213
	Iteration 62Q: 3 clusters Score -493690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -493689.593750 Penalty: 2736.793213
	Iteration 63Q: 3 clusters Score -493689.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -493690.218750 Penalty: 2736.793213
	Iteration 64Q: 3 clusters Score -493690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -493692.156250 Penalty: 2736.793213
	Iteration 65Q: 3 clusters Score -493692.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -493693.250000 Penalty: 2736.793213
	Iteration 66Q: 3 clusters Score -493693.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -493694.343750 Penalty: 2736.793213
	Iteration 67Q: 3 clusters Score -493694.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -493695.093750 Penalty: 2736.793213
	Iteration 68Q: 3 clusters Score -493695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -493696.500000 Penalty: 2736.793213
	Iteration 69Q: 3 clusters Score -493696.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -493696.656250 Penalty: 2736.793213
	Iteration 70Q: 3 clusters Score -493696.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -493696.656250 Penalty: 2736.793213
	Iteration 71F: 3 clusters Score -493696.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 90549 members 
Mstep: Class 3 contains 15226 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 16183 members 
Mstep: Class 6 contains 89767 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176105 members 
Mstep: Class 9 contains 48352 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 95531 members 
Mstep: Class 12 contains 81379 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 40679 members 
Mstep: Class 18 contains 5078 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 32558 members 
Mstep: Class 21 contains 93071 members 
Mstep: Class 22 contains 4541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097696.000000 Penalty: 51286.125000
Iteration 159Q: 24 clusters Score -1.020977e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 90571 members 
Mstep: Class 3 contains 15176 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 16209 members 
Mstep: Class 6 contains 89517 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176107 members 
Mstep: Class 9 contains 48358 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 95622 members 
Mstep: Class 12 contains 81306 members 
Mstep: Class 13 contains 3198 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26772 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 40680 members 
Mstep: Class 18 contains 5075 members 
Mstep: Class 19 contains 1321 members 
Mstep: Class 20 contains 32560 members 
Mstep: Class 21 contains 93082 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 9957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097984.000000 Penalty: 51286.125000
Iteration 160F: 24 clusters Score -1.02098e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 90482 members 
Mstep: Class 3 contains 15132 members 
Mstep: Class 4 contains 9894 members 
Mstep: Class 5 contains 16082 members 
Mstep: Class 6 contains 89273 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176101 members 
Mstep: Class 9 contains 48363 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 95529 members 
Mstep: Class 12 contains 81267 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26772 members 
Mstep: Class 16 contains 858 members 
Mstep: Class 17 contains 40681 members 
Mstep: Class 18 contains 5071 members 
Mstep: Class 19 contains 1321 members 
Mstep: Class 20 contains 32561 members 
Mstep: Class 21 contains 93080 members 
Mstep: Class 22 contains 4542 members 
Mstep: Class 23 contains 10178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097608.000000 Penalty: 51286.125000
Iteration 161Q: 24 clusters Score -1.020976e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 90385 members 
Mstep: Class 3 contains 15099 members 
Mstep: Class 4 contains 9897 members 
Mstep: Class 5 contains 15997 members 
Mstep: Class 6 contains 89055 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176094 members 
Mstep: Class 9 contains 48360 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 95452 members 
Mstep: Class 12 contains 81192 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 4294 members 
Mstep: Class 15 contains 26772 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 40685 members 
Mstep: Class 18 contains 5066 members 
Mstep: Class 19 contains 1320 members 
Mstep: Class 20 contains 32561 members 
Mstep: Class 21 contains 93082 members 
Mstep: Class 22 contains 4542 members 
Mstep: Class 23 contains 10284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097784.000000 Penalty: 51286.125000
Iteration 162Q: 24 clusters Score -1.020978e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 90348 members 
Mstep: Class 3 contains 15053 members 
Mstep: Class 4 contains 9900 members 
Mstep: Class 5 contains 15934 members 
Mstep: Class 6 contains 88891 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176094 members 
Mstep: Class 9 contains 48360 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 95382 members 
Mstep: Class 12 contains 81053 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26773 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 40688 members 
Mstep: Class 18 contains 5065 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 32559 members 
Mstep: Class 21 contains 93085 members 
Mstep: Class 22 contains 4542 members 
Mstep: Class 23 contains 10326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098000.000000 Penalty: 51286.125000
Iteration 163Q: 24 clusters Score -1.02098e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 90318 members 
Mstep: Class 3 contains 15016 members 
Mstep: Class 4 contains 9902 members 
Mstep: Class 5 contains 15900 members 
Mstep: Class 6 contains 88720 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176093 members 
Mstep: Class 9 contains 48359 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 95316 members 
Mstep: Class 12 contains 80903 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26773 members 
Mstep: Class 16 contains 854 members 
Mstep: Class 17 contains 40689 members 
Mstep: Class 18 contains 5061 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 32557 members 
Mstep: Class 21 contains 93095 members 
Mstep: Class 22 contains 4542 members 
Mstep: Class 23 contains 10349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097888.000000 Penalty: 51286.125000
Iteration 164Q: 24 clusters Score -1.020979e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 90290 members 
Mstep: Class 3 contains 14962 members 
Mstep: Class 4 contains 9903 members 
Mstep: Class 5 contains 15876 members 
Mstep: Class 6 contains 88565 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176098 members 
Mstep: Class 9 contains 48361 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 95274 members 
Mstep: Class 12 contains 80739 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 26774 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40691 members 
Mstep: Class 18 contains 5060 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 32546 members 
Mstep: Class 21 contains 93105 members 
Mstep: Class 22 contains 4542 members 
Mstep: Class 23 contains 10347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097928.000000 Penalty: 51286.125000
Iteration 165Q: 24 clusters Score -1.020979e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 90201 members 
Mstep: Class 3 contains 14916 members 
Mstep: Class 4 contains 9905 members 
Mstep: Class 5 contains 15850 members 
Mstep: Class 6 contains 88428 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176093 members 
Mstep: Class 9 contains 48359 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 95245 members 
Mstep: Class 12 contains 80575 members 
Mstep: Class 13 contains 3166 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26776 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40694 members 
Mstep: Class 18 contains 5058 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 32535 members 
Mstep: Class 21 contains 93120 members 
Mstep: Class 22 contains 4542 members 
Mstep: Class 23 contains 10333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097856.000000 Penalty: 51286.125000
Iteration 166Q: 24 clusters Score -1.020979e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 90130 members 
Mstep: Class 3 contains 14873 members 
Mstep: Class 4 contains 9903 members 
Mstep: Class 5 contains 15826 members 
Mstep: Class 6 contains 88337 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176089 members 
Mstep: Class 9 contains 48362 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95224 members 
Mstep: Class 12 contains 80372 members 
Mstep: Class 13 contains 3164 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26777 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40696 members 
Mstep: Class 18 contains 5057 members 
Mstep: Class 19 contains 1319 members 
Mstep: Class 20 contains 32527 members 
Mstep: Class 21 contains 93133 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098048.000000 Penalty: 51286.125000
Iteration 167Q: 24 clusters Score -1.02098e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 90033 members 
Mstep: Class 3 contains 14820 members 
Mstep: Class 4 contains 9902 members 
Mstep: Class 5 contains 15815 members 
Mstep: Class 6 contains 88273 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176080 members 
Mstep: Class 9 contains 48362 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95209 members 
Mstep: Class 12 contains 80176 members 
Mstep: Class 13 contains 3163 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26777 members 
Mstep: Class 16 contains 854 members 
Mstep: Class 17 contains 40697 members 
Mstep: Class 18 contains 5057 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 32515 members 
Mstep: Class 21 contains 93147 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098040.000000 Penalty: 51286.125000
Iteration 168Q: 24 clusters Score -1.02098e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 89864 members 
Mstep: Class 3 contains 14765 members 
Mstep: Class 4 contains 9902 members 
Mstep: Class 5 contains 15799 members 
Mstep: Class 6 contains 88190 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176073 members 
Mstep: Class 9 contains 48365 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95196 members 
Mstep: Class 12 contains 80036 members 
Mstep: Class 13 contains 3162 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26777 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 40695 members 
Mstep: Class 18 contains 5057 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 32503 members 
Mstep: Class 21 contains 93162 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098000.000000 Penalty: 51286.125000
Iteration 169Q: 24 clusters Score -1.02098e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 89715 members 
Mstep: Class 3 contains 14706 members 
Mstep: Class 4 contains 9903 members 
Mstep: Class 5 contains 15787 members 
Mstep: Class 6 contains 88097 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176072 members 
Mstep: Class 9 contains 48363 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95195 members 
Mstep: Class 12 contains 79906 members 
Mstep: Class 13 contains 3161 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26780 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 40696 members 
Mstep: Class 18 contains 5057 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 32493 members 
Mstep: Class 21 contains 93167 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098144.000000 Penalty: 51286.125000
Iteration 170Q: 24 clusters Score -1.020981e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 89584 members 
Mstep: Class 3 contains 14642 members 
Mstep: Class 4 contains 9903 members 
Mstep: Class 5 contains 15781 members 
Mstep: Class 6 contains 88019 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176062 members 
Mstep: Class 9 contains 48364 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95188 members 
Mstep: Class 12 contains 79715 members 
Mstep: Class 13 contains 3161 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26780 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 40696 members 
Mstep: Class 18 contains 5057 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 32483 members 
Mstep: Class 21 contains 93184 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098240.000000 Penalty: 51286.125000
Iteration 171Q: 24 clusters Score -1.020982e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 89452 members 
Mstep: Class 3 contains 14597 members 
Mstep: Class 4 contains 9904 members 
Mstep: Class 5 contains 15767 members 
Mstep: Class 6 contains 87929 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176065 members 
Mstep: Class 9 contains 48365 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95168 members 
Mstep: Class 12 contains 79547 members 
Mstep: Class 13 contains 3160 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26781 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 40696 members 
Mstep: Class 18 contains 5054 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 32471 members 
Mstep: Class 21 contains 93192 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098096.000000 Penalty: 51286.125000
Iteration 172Q: 24 clusters Score -1.020981e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 89270 members 
Mstep: Class 3 contains 14547 members 
Mstep: Class 4 contains 9904 members 
Mstep: Class 5 contains 15750 members 
Mstep: Class 6 contains 87834 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176063 members 
Mstep: Class 9 contains 48370 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95168 members 
Mstep: Class 12 contains 79409 members 
Mstep: Class 13 contains 3162 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26781 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 40696 members 
Mstep: Class 18 contains 5052 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 32459 members 
Mstep: Class 21 contains 93201 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098136.000000 Penalty: 51286.125000
Iteration 173Q: 24 clusters Score -1.020981e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 89053 members 
Mstep: Class 3 contains 14508 members 
Mstep: Class 4 contains 9904 members 
Mstep: Class 5 contains 15736 members 
Mstep: Class 6 contains 87736 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176058 members 
Mstep: Class 9 contains 48373 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95154 members 
Mstep: Class 12 contains 79281 members 
Mstep: Class 13 contains 3161 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26782 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 40696 members 
Mstep: Class 18 contains 5054 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 32449 members 
Mstep: Class 21 contains 93213 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098232.000000 Penalty: 51286.125000
Iteration 174Q: 24 clusters Score -1.020982e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 68459 members 
Mstep: Class 2 contains 88810 members 
Mstep: Class 3 contains 14460 members 
Mstep: Class 4 contains 9903 members 
Mstep: Class 5 contains 15725 members 
Mstep: Class 6 contains 87627 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176049 members 
Mstep: Class 9 contains 48374 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95148 members 
Mstep: Class 12 contains 79222 members 
Mstep: Class 13 contains 3162 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26783 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 40696 members 
Mstep: Class 18 contains 5053 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 32440 members 
Mstep: Class 21 contains 93228 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098504.000000 Penalty: 51286.125000
Iteration 175Q: 24 clusters Score -1.020985e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 88624 members 
Mstep: Class 3 contains 14407 members 
Mstep: Class 4 contains 9904 members 
Mstep: Class 5 contains 15716 members 
Mstep: Class 6 contains 87476 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176046 members 
Mstep: Class 9 contains 48377 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95146 members 
Mstep: Class 12 contains 79170 members 
Mstep: Class 13 contains 3162 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26781 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 40696 members 
Mstep: Class 18 contains 5052 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 32432 members 
Mstep: Class 21 contains 93238 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098512.000000 Penalty: 51286.125000
Iteration 176Q: 24 clusters Score -1.020985e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 88479 members 
Mstep: Class 3 contains 14357 members 
Mstep: Class 4 contains 9907 members 
Mstep: Class 5 contains 15707 members 
Mstep: Class 6 contains 87335 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176040 members 
Mstep: Class 9 contains 48377 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95135 members 
Mstep: Class 12 contains 79092 members 
Mstep: Class 13 contains 3158 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 26782 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 40696 members 
Mstep: Class 18 contains 5052 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 32424 members 
Mstep: Class 21 contains 93247 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098608.000000 Penalty: 51286.125000
Iteration 177Q: 24 clusters Score -1.020986e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 88352 members 
Mstep: Class 3 contains 14307 members 
Mstep: Class 4 contains 9909 members 
Mstep: Class 5 contains 15694 members 
Mstep: Class 6 contains 87179 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176036 members 
Mstep: Class 9 contains 48377 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95130 members 
Mstep: Class 12 contains 79032 members 
Mstep: Class 13 contains 3159 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26783 members 
Mstep: Class 16 contains 855 members 
Mstep: Class 17 contains 40695 members 
Mstep: Class 18 contains 5049 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 32417 members 
Mstep: Class 21 contains 93255 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098472.000000 Penalty: 51286.125000
Iteration 178Q: 24 clusters Score -1.020985e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 88201 members 
Mstep: Class 3 contains 14261 members 
Mstep: Class 4 contains 9909 members 
Mstep: Class 5 contains 15695 members 
Mstep: Class 6 contains 87020 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176028 members 
Mstep: Class 9 contains 48378 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95120 members 
Mstep: Class 12 contains 78989 members 
Mstep: Class 13 contains 3160 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26784 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40695 members 
Mstep: Class 18 contains 5047 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 32418 members 
Mstep: Class 21 contains 93261 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098744.000000 Penalty: 51286.125000
Iteration 179Q: 24 clusters Score -1.020987e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 88032 members 
Mstep: Class 3 contains 14230 members 
Mstep: Class 4 contains 9910 members 
Mstep: Class 5 contains 15678 members 
Mstep: Class 6 contains 86854 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176027 members 
Mstep: Class 9 contains 48378 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95101 members 
Mstep: Class 12 contains 78980 members 
Mstep: Class 13 contains 3160 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26785 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40695 members 
Mstep: Class 18 contains 5044 members 
Mstep: Class 19 contains 1317 members 
Mstep: Class 20 contains 32409 members 
Mstep: Class 21 contains 93271 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099064.000000 Penalty: 51286.125000
Iteration 180F: 24 clusters Score -1.020991e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 71117 members 
Mstep: Class 2 contains 87869 members 
Mstep: Class 3 contains 14204 members 
Mstep: Class 4 contains 9910 members 
Mstep: Class 5 contains 15661 members 
Mstep: Class 6 contains 86720 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176028 members 
Mstep: Class 9 contains 48378 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95092 members 
Mstep: Class 12 contains 78940 members 
Mstep: Class 13 contains 3160 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26786 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40694 members 
Mstep: Class 18 contains 5044 members 
Mstep: Class 19 contains 1317 members 
Mstep: Class 20 contains 32402 members 
Mstep: Class 21 contains 93277 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099120.000000 Penalty: 51286.125000
Iteration 181Q: 24 clusters Score -1.020991e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 87682 members 
Mstep: Class 3 contains 14168 members 
Mstep: Class 4 contains 9910 members 
Mstep: Class 5 contains 15651 members 
Mstep: Class 6 contains 86566 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176028 members 
Mstep: Class 9 contains 48378 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95086 members 
Mstep: Class 12 contains 78944 members 
Mstep: Class 13 contains 3156 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26785 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40694 members 
Mstep: Class 18 contains 5045 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32397 members 
Mstep: Class 21 contains 93282 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 10024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099136.000000 Penalty: 51286.125000
Iteration 182Q: 24 clusters Score -1.020991e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 71953 members 
Mstep: Class 2 contains 87466 members 
Mstep: Class 3 contains 14134 members 
Mstep: Class 4 contains 9910 members 
Mstep: Class 5 contains 15642 members 
Mstep: Class 6 contains 86414 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176027 members 
Mstep: Class 9 contains 48380 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95074 members 
Mstep: Class 12 contains 78998 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26784 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40695 members 
Mstep: Class 18 contains 5045 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32393 members 
Mstep: Class 21 contains 93285 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 9989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099264.000000 Penalty: 51286.125000
Iteration 183Q: 24 clusters Score -1.020993e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72291 members 
Mstep: Class 2 contains 87284 members 
Mstep: Class 3 contains 14093 members 
Mstep: Class 4 contains 9910 members 
Mstep: Class 5 contains 15633 members 
Mstep: Class 6 contains 86289 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176022 members 
Mstep: Class 9 contains 48382 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95076 members 
Mstep: Class 12 contains 79047 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26784 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40695 members 
Mstep: Class 18 contains 5044 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32388 members 
Mstep: Class 21 contains 93292 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 9959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099184.000000 Penalty: 51286.125000
Iteration 184Q: 24 clusters Score -1.020992e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 87116 members 
Mstep: Class 3 contains 14052 members 
Mstep: Class 4 contains 9910 members 
Mstep: Class 5 contains 15631 members 
Mstep: Class 6 contains 86161 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176020 members 
Mstep: Class 9 contains 48381 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95072 members 
Mstep: Class 12 contains 79114 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26784 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40696 members 
Mstep: Class 18 contains 5040 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32385 members 
Mstep: Class 21 contains 93296 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 9925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099184.000000 Penalty: 51286.125000
Iteration 185Q: 24 clusters Score -1.020992e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 86952 members 
Mstep: Class 3 contains 14021 members 
Mstep: Class 4 contains 9910 members 
Mstep: Class 5 contains 15636 members 
Mstep: Class 6 contains 86029 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176016 members 
Mstep: Class 9 contains 48380 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95064 members 
Mstep: Class 12 contains 79168 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26786 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40697 members 
Mstep: Class 18 contains 5040 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32382 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 9893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099176.000000 Penalty: 51286.125000
Iteration 186Q: 24 clusters Score -1.020992e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73209 members 
Mstep: Class 2 contains 86811 members 
Mstep: Class 3 contains 13985 members 
Mstep: Class 4 contains 9910 members 
Mstep: Class 5 contains 15638 members 
Mstep: Class 6 contains 85873 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176017 members 
Mstep: Class 9 contains 48379 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95058 members 
Mstep: Class 12 contains 79237 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26789 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40698 members 
Mstep: Class 18 contains 5039 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32379 members 
Mstep: Class 21 contains 93297 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 9870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099216.000000 Penalty: 51286.125000
Iteration 187Q: 24 clusters Score -1.020992e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 86698 members 
Mstep: Class 3 contains 13957 members 
Mstep: Class 4 contains 9910 members 
Mstep: Class 5 contains 15641 members 
Mstep: Class 6 contains 85705 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176018 members 
Mstep: Class 9 contains 48378 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95048 members 
Mstep: Class 12 contains 79305 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26791 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40698 members 
Mstep: Class 18 contains 5040 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32377 members 
Mstep: Class 21 contains 93297 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 9850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099344.000000 Penalty: 51286.125000
Iteration 188Q: 24 clusters Score -1.020993e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 86621 members 
Mstep: Class 3 contains 13934 members 
Mstep: Class 4 contains 9911 members 
Mstep: Class 5 contains 15642 members 
Mstep: Class 6 contains 85541 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176022 members 
Mstep: Class 9 contains 48377 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95038 members 
Mstep: Class 12 contains 79361 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26793 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40697 members 
Mstep: Class 18 contains 5044 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32375 members 
Mstep: Class 21 contains 93295 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 9832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099480.000000 Penalty: 51286.125000
Iteration 189Q: 24 clusters Score -1.020995e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 73900 members 
Mstep: Class 2 contains 86579 members 
Mstep: Class 3 contains 13922 members 
Mstep: Class 4 contains 9912 members 
Mstep: Class 5 contains 15645 members 
Mstep: Class 6 contains 85378 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176024 members 
Mstep: Class 9 contains 48377 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95035 members 
Mstep: Class 12 contains 79394 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26792 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40696 members 
Mstep: Class 18 contains 5045 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32374 members 
Mstep: Class 21 contains 93295 members 
Mstep: Class 22 contains 4542 members 
Mstep: Class 23 contains 9824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099608.000000 Penalty: 51286.125000
Iteration 190Q: 24 clusters Score -1.020996e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 86516 members 
Mstep: Class 3 contains 13914 members 
Mstep: Class 4 contains 9913 members 
Mstep: Class 5 contains 15641 members 
Mstep: Class 6 contains 85270 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176025 members 
Mstep: Class 9 contains 48378 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95027 members 
Mstep: Class 12 contains 79388 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26792 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40694 members 
Mstep: Class 18 contains 5045 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32372 members 
Mstep: Class 21 contains 93294 members 
Mstep: Class 22 contains 4543 members 
Mstep: Class 23 contains 9821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099568.000000 Penalty: 51286.125000
Iteration 191Q: 24 clusters Score -1.020996e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 74311 members 
Mstep: Class 2 contains 86455 members 
Mstep: Class 3 contains 13905 members 
Mstep: Class 4 contains 9913 members 
Mstep: Class 5 contains 15635 members 
Mstep: Class 6 contains 85169 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176026 members 
Mstep: Class 9 contains 48378 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95026 members 
Mstep: Class 12 contains 79370 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26793 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40691 members 
Mstep: Class 18 contains 5044 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32370 members 
Mstep: Class 21 contains 93295 members 
Mstep: Class 22 contains 4545 members 
Mstep: Class 23 contains 9808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099648.000000 Penalty: 51286.125000
Iteration 192Q: 24 clusters Score -1.020996e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 74492 members 
Mstep: Class 2 contains 86398 members 
Mstep: Class 3 contains 13892 members 
Mstep: Class 4 contains 9913 members 
Mstep: Class 5 contains 15639 members 
Mstep: Class 6 contains 85063 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176025 members 
Mstep: Class 9 contains 48378 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95035 members 
Mstep: Class 12 contains 79371 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26795 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40688 members 
Mstep: Class 18 contains 5040 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32369 members 
Mstep: Class 21 contains 93296 members 
Mstep: Class 22 contains 4548 members 
Mstep: Class 23 contains 9792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099680.000000 Penalty: 51286.125000
Iteration 193Q: 24 clusters Score -1.020997e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 86363 members 
Mstep: Class 3 contains 13881 members 
Mstep: Class 4 contains 9913 members 
Mstep: Class 5 contains 15637 members 
Mstep: Class 6 contains 84971 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176025 members 
Mstep: Class 9 contains 48377 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95040 members 
Mstep: Class 12 contains 79345 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40687 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93296 members 
Mstep: Class 22 contains 4549 members 
Mstep: Class 23 contains 9780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099752.000000 Penalty: 51286.125000
Iteration 194Q: 24 clusters Score -1.020998e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 86327 members 
Mstep: Class 3 contains 13866 members 
Mstep: Class 4 contains 9913 members 
Mstep: Class 5 contains 15645 members 
Mstep: Class 6 contains 84886 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176025 members 
Mstep: Class 9 contains 48380 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95043 members 
Mstep: Class 12 contains 79327 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40683 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93295 members 
Mstep: Class 22 contains 4552 members 
Mstep: Class 23 contains 9766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100032.000000 Penalty: 51286.125000
Iteration 195Q: 24 clusters Score -1.021e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 74982 members 
Mstep: Class 2 contains 86303 members 
Mstep: Class 3 contains 13853 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15647 members 
Mstep: Class 6 contains 84802 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176024 members 
Mstep: Class 9 contains 48379 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95044 members 
Mstep: Class 12 contains 79314 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40679 members 
Mstep: Class 18 contains 5044 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93296 members 
Mstep: Class 22 contains 4554 members 
Mstep: Class 23 contains 9733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100016.000000 Penalty: 51286.125000
Iteration 196Q: 24 clusters Score -1.021e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 75167 members 
Mstep: Class 2 contains 86270 members 
Mstep: Class 3 contains 13838 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15650 members 
Mstep: Class 6 contains 84725 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176023 members 
Mstep: Class 9 contains 48380 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95041 members 
Mstep: Class 12 contains 79277 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40674 members 
Mstep: Class 18 contains 5044 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93297 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 9711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100056.000000 Penalty: 51286.125000
Iteration 197Q: 24 clusters Score -1.021001e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 75349 members 
Mstep: Class 2 contains 86222 members 
Mstep: Class 3 contains 13827 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15652 members 
Mstep: Class 6 contains 84649 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176020 members 
Mstep: Class 9 contains 48379 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95041 members 
Mstep: Class 12 contains 79257 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40670 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93296 members 
Mstep: Class 22 contains 4563 members 
Mstep: Class 23 contains 9688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100160.000000 Penalty: 51286.125000
Iteration 198Q: 24 clusters Score -1.021002e+08 nChanged 534
Entering ConstructFrom: 
Score: -102100160.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (75513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Entering Unmasked Estep 
Score: -8780844.000000 Penalty: 1825.209839
	Iteration 0F: 2 clusters Score -8780844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -8730300.000000 Penalty: 3650.419678
	Iteration 0F: 3 clusters Score -8730300 nChanged 35915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -8751071.000000 Penalty: 3650.419678
	Iteration 1F: 3 clusters Score -8751071 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -8751725.000000 Penalty: 3650.419678
	Iteration 2Q: 3 clusters Score -8751725 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -8752561.000000 Penalty: 3650.419678
	Iteration 3Q: 3 clusters Score -8752561 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -8753733.000000 Penalty: 3650.419678
	Iteration 4Q: 3 clusters Score -8753733 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -8755562.000000 Penalty: 3650.419678
	Iteration 5Q: 3 clusters Score -8755562 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8758299 nChanged 4948
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8762546 nChanged 5273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8768561 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8774175 nChanged 3279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8776869 nChanged 1822
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8777967 nChanged 1309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8778553 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8778904 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8779077 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -8779147.000000 Penalty: 3650.419678
	Iteration 15Q: 3 clusters Score -8779147 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -8779168.000000 Penalty: 3650.419678
	Iteration 16Q: 3 clusters Score -8779168 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -8779205.000000 Penalty: 3650.419678
	Iteration 17Q: 3 clusters Score -8779205 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8779216 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8779230 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -8779240.000000 Penalty: 3650.419678
	Iteration 20F: 3 clusters Score -8779240 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -8779260.000000 Penalty: 3650.419678
	Iteration 21Q: 3 clusters Score -8779260 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -8779285.000000 Penalty: 3650.419678
	Iteration 22Q: 3 clusters Score -8779285 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -8779289.000000 Penalty: 3650.419678
	Iteration 23Q: 3 clusters Score -8779289 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -8779277.000000 Penalty: 3650.419678
	Iteration 24Q: 3 clusters Score -8779277 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -8779294.000000 Penalty: 3650.419678
	Iteration 25Q: 3 clusters Score -8779294 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -8779301.000000 Penalty: 3650.419678
	Iteration 26Q: 3 clusters Score -8779301 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -8779326.000000 Penalty: 3650.419678
	Iteration 27Q: 3 clusters Score -8779326 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -8779313.000000 Penalty: 3650.419678
	Iteration 28Q: 3 clusters Score -8779313 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -8779315.000000 Penalty: 3650.419678
	Iteration 29Q: 3 clusters Score -8779315 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -8779337.000000 Penalty: 3650.419678
	Iteration 30Q: 3 clusters Score -8779337 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -8779347.000000 Penalty: 3650.419678
	Iteration 31Q: 3 clusters Score -8779347 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -8779341.000000 Penalty: 3650.419678
	Iteration 32Q: 3 clusters Score -8779341 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -8779355.000000 Penalty: 3650.419678
	Iteration 33Q: 3 clusters Score -8779355 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -8779353.000000 Penalty: 3650.419678
	Iteration 34Q: 3 clusters Score -8779353 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -8779373.000000 Penalty: 3650.419678
	Iteration 35Q: 3 clusters Score -8779373 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -8779377.000000 Penalty: 3650.419678
	Iteration 36Q: 3 clusters Score -8779377 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -8779394.000000 Penalty: 3650.419678
	Iteration 37Q: 3 clusters Score -8779394 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -8779382.000000 Penalty: 3650.419678
	Iteration 38Q: 3 clusters Score -8779382 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -8779370.000000 Penalty: 3650.419678
	Iteration 39Q: 3 clusters Score -8779370 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -8779367.000000 Penalty: 3650.419678
	Iteration 40F: 3 clusters Score -8779367 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8779363 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8779368 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -8779343.000000 Penalty: 3650.419678
	Iteration 43Q: 3 clusters Score -8779343 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -8779349.000000 Penalty: 3650.419678
	Iteration 44Q: 3 clusters Score -8779349 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8779362 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8779369 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8779347 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8779369 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -8779373.000000 Penalty: 3650.419678
	Iteration 49Q: 3 clusters Score -8779373 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -8779390.000000 Penalty: 3650.419678
	Iteration 50Q: 3 clusters Score -8779390 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8779390 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -8779389.000000 Penalty: 3650.419678
	Iteration 52Q: 3 clusters Score -8779389 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -8779384.000000 Penalty: 3650.419678
	Iteration 53Q: 3 clusters Score -8779384 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -8779378.000000 Penalty: 3650.419678
	Iteration 54Q: 3 clusters Score -8779378 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8779387 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8779383 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8779372 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8779368 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8779382 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -8779381.000000 Penalty: 3650.419678
	Iteration 60F: 3 clusters Score -8779381 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -8779412.000000 Penalty: 3650.419678
	Iteration 61Q: 3 clusters Score -8779412 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -8779404.000000 Penalty: 3650.419678
	Iteration 62Q: 3 clusters Score -8779404 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8779399 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -8779403.000000 Penalty: 3650.419678
	Iteration 64Q: 3 clusters Score -8779403 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60489 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8779403 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8779403 nChanged 77
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Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -8779401.000000 Penalty: 3650.419678
	Iteration 67Q: 3 clusters Score -8779401 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -8779418.000000 Penalty: 3650.419678
	Iteration 68Q: 3 clusters Score -8779418 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -8779425.000000 Penalty: 3650.419678
	Iteration 69Q: 3 clusters Score -8779425 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -8779419.000000 Penalty: 3650.419678
	Iteration 70Q: 3 clusters Score -8779419 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61083 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8779425 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -8779443.000000 Penalty: 3650.419678
	Iteration 72Q: 3 clusters Score -8779443 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -8779441.000000 Penalty: 3650.419678
	Iteration 73Q: 3 clusters Score -8779441 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8779454 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8779473 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8779487 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8779471 nChanged 106
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Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8779472 nChanged 104
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Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8779461 nChanged 98
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Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8779455 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8779469 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8779482 nChanged 81
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Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8779494 nChanged 80
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Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8779503 nChanged 84
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Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8779499 nChanged 82
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Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8779514 nChanged 81
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Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8779487 nChanged 82
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Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -8779508.000000 Penalty: 3650.419678
	Iteration 88Q: 3 clusters Score -8779508 nChanged 59
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Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8779483 nChanged 61
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Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8779484 nChanged 64
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Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8779475 nChanged 60
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Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8779481 nChanged 67
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Mstep: Class 1 contains 63070 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8779503 nChanged 60
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Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8779490 nChanged 60
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Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8779497 nChanged 65
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Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8779493 nChanged 63
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Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -8779480.000000 Penalty: 3650.419678
	Iteration 97Q: 3 clusters Score -8779480 nChanged 59
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Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -8779496.000000 Penalty: 3650.419678
	Iteration 98Q: 3 clusters Score -8779496 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8779499 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8779481 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8779477 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63645 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8779476 nChanged 75
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Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8779480 nChanged 70
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Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8779521 nChanged 76
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Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8779507 nChanged 70
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Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8779523 nChanged 73
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Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8779516 nChanged 68
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Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8779521 nChanged 60
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Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8779513 nChanged 57
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Mstep: Class 1 contains 64272 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8779507 nChanged 41
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Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8779519 nChanged 44
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Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8779529 nChanged 44
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Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8779520 nChanged 53
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Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8779539 nChanged 57
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Mstep: Class 1 contains 64509 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8779541 nChanged 52
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Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8779558 nChanged 51
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Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8779558 nChanged 51
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Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8779555 nChanged 44
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Mstep: Class 1 contains 64707 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8779558 nChanged 32
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Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8779567 nChanged 34
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Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8779569 nChanged 39
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Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8779562 nChanged 31
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Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8779568 nChanged 34
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Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8779576 nChanged 30
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Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8779570 nChanged 35
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Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8779551 nChanged 41
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Mstep: Class 2 contains 10530 members 
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	Iteration 128Q: 3 clusters Score -8779551 nChanged 42
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Mstep: Class 1 contains 65025 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8779553 nChanged 44
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Mstep: Class 1 contains 65069 members 
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	Iteration 130Q: 3 clusters Score -8779557 nChanged 36
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Mstep: Class 2 contains 10408 members 
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	Iteration 131Q: 3 clusters Score -8779551 nChanged 24
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Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8779545 nChanged 26
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	Iteration 133Q: 3 clusters Score -8779536 nChanged 27
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8779528 nChanged 39
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8779509 nChanged 44
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	Iteration 138Q: 3 clusters Score -8779521 nChanged 39
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8779515 nChanged 40
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Mstep: Class 1 contains 65422 members 
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	Iteration 140F: 3 clusters Score -8779536 nChanged 39
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	Iteration 141Q: 3 clusters Score -8779528 nChanged 39
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	Iteration 142Q: 3 clusters Score -8779510 nChanged 32
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	Iteration 143Q: 3 clusters Score -8779518 nChanged 48
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Mstep: Class 1 contains 65580 members 
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	Iteration 144Q: 3 clusters Score -8779518 nChanged 47
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Mstep: Class 1 contains 65627 members 
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	Iteration 145Q: 3 clusters Score -8779529 nChanged 48
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Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8779530 nChanged 38
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	Iteration 147Q: 3 clusters Score -8779525 nChanged 35
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	Iteration 148Q: 3 clusters Score -8779528 nChanged 37
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8779536 nChanged 24
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8779532 nChanged 20
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	Iteration 151Q: 3 clusters Score -8779543 nChanged 18
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	Iteration 152Q: 3 clusters Score -8779543 nChanged 11
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	Iteration 153Q: 3 clusters Score -8779538 nChanged 18
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	Iteration 154Q: 3 clusters Score -8779538 nChanged 25
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	Iteration 156Q: 3 clusters Score -8779540 nChanged 19
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	Iteration 157Q: 3 clusters Score -8779550 nChanged 20
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	Iteration 158Q: 3 clusters Score -8779556 nChanged 23
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	Iteration 159Q: 3 clusters Score -8779560 nChanged 13
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Mstep: Class 2 contains 9518 members 
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	Iteration 160F: 3 clusters Score -8779552 nChanged 9
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	Iteration 161Q: 3 clusters Score -8779552 nChanged 10
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	Iteration 162Q: 3 clusters Score -8779554 nChanged 11
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	Iteration 163Q: 3 clusters Score -8779555 nChanged 9
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	Iteration 164Q: 3 clusters Score -8779557 nChanged 11
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	Iteration 165Q: 3 clusters Score -8779548 nChanged 14
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	Iteration 166Q: 3 clusters Score -8779552 nChanged 6
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	Iteration 167Q: 3 clusters Score -8779559 nChanged 7
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	Iteration 168Q: 3 clusters Score -8779559 nChanged 14
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	Iteration 169Q: 3 clusters Score -8779557 nChanged 13
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	Iteration 170Q: 3 clusters Score -8779557 nChanged 17
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	Iteration 171Q: 3 clusters Score -8779562 nChanged 17
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	Iteration 172Q: 3 clusters Score -8779567 nChanged 17
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	Iteration 173Q: 3 clusters Score -8779564 nChanged 22
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	Iteration 174Q: 3 clusters Score -8779565 nChanged 24
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	Iteration 175Q: 3 clusters Score -8779560 nChanged 23
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	Iteration 176Q: 3 clusters Score -8779556 nChanged 25
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	Iteration 177Q: 3 clusters Score -8779572 nChanged 27
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	Iteration 178Q: 3 clusters Score -8779553 nChanged 21
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	Iteration 179Q: 3 clusters Score -8779560 nChanged 15
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	Iteration 180F: 3 clusters Score -8779556 nChanged 17
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	Iteration 181Q: 3 clusters Score -8779565 nChanged 19
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	Iteration 182Q: 3 clusters Score -8779565 nChanged 25
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	Iteration 183Q: 3 clusters Score -8779563 nChanged 24
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	Iteration 184Q: 3 clusters Score -8779577 nChanged 26
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	Iteration 185Q: 3 clusters Score -8779579 nChanged 37
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	Iteration 186Q: 3 clusters Score -8779575 nChanged 21
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	Iteration 187Q: 3 clusters Score -8779588 nChanged 18
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	Iteration 188Q: 3 clusters Score -8779576 nChanged 15
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	Iteration 189Q: 3 clusters Score -8779583 nChanged 23
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	Iteration 190Q: 3 clusters Score -8779575 nChanged 23
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	Iteration 191Q: 3 clusters Score -8779576 nChanged 33
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	Iteration 192Q: 3 clusters Score -8779572 nChanged 25
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	Iteration 193Q: 3 clusters Score -8779577 nChanged 22
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	Iteration 194Q: 3 clusters Score -8779576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66654 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -8779561.000000 Penalty: 3650.419678
	Iteration 195Q: 3 clusters Score -8779561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -8779578.000000 Penalty: 3650.419678
	Iteration 196Q: 3 clusters Score -8779578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -8779577.000000 Penalty: 3650.419678
	Iteration 197Q: 3 clusters Score -8779577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -8779571.000000 Penalty: 3650.419678
	Iteration 198Q: 3 clusters Score -8779571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -8779572.000000 Penalty: 3650.419678
	Iteration 199Q: 3 clusters Score -8779572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -8779575.000000 Penalty: 3650.419678
	Iteration 200F: 3 clusters Score -8779575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -8779577.000000 Penalty: 3650.419678
	Iteration 201Q: 3 clusters Score -8779577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -8779561.000000 Penalty: 3650.419678
	Iteration 202Q: 3 clusters Score -8779561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66858 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -8779579.000000 Penalty: 3650.419678
	Iteration 203Q: 3 clusters Score -8779579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66895 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -8779591.000000 Penalty: 3650.419678
	Iteration 204Q: 3 clusters Score -8779591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66938 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -8779606.000000 Penalty: 3650.419678
	Iteration 205Q: 3 clusters Score -8779606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -8779609.000000 Penalty: 3650.419678
	Iteration 206Q: 3 clusters Score -8779609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67012 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -8779612.000000 Penalty: 3650.419678
	Iteration 207Q: 3 clusters Score -8779612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -8779607.000000 Penalty: 3650.419678
	Iteration 208Q: 3 clusters Score -8779607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -8779607.000000 Penalty: 3650.419678
	Iteration 209Q: 3 clusters Score -8779607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -8779608.000000 Penalty: 3650.419678
	Iteration 210Q: 3 clusters Score -8779608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -8779613.000000 Penalty: 3650.419678
	Iteration 211Q: 3 clusters Score -8779613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -8779615.000000 Penalty: 3650.419678
	Iteration 212Q: 3 clusters Score -8779615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -8779617.000000 Penalty: 3650.419678
	Iteration 213Q: 3 clusters Score -8779617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -8779617.000000 Penalty: 3650.419678
	Iteration 214Q: 3 clusters Score -8779617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -8779622.000000 Penalty: 3650.419678
	Iteration 215Q: 3 clusters Score -8779622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -8779612.000000 Penalty: 3650.419678
	Iteration 216Q: 3 clusters Score -8779612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -8779612.000000 Penalty: 3650.419678
	Iteration 217Q: 3 clusters Score -8779612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -8779614.000000 Penalty: 3650.419678
	Iteration 218Q: 3 clusters Score -8779614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -8779612.000000 Penalty: 3650.419678
	Iteration 219Q: 3 clusters Score -8779612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -8779611.000000 Penalty: 3650.419678
	Iteration 220F: 3 clusters Score -8779611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -8779624.000000 Penalty: 3650.419678
	Iteration 221Q: 3 clusters Score -8779624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67198 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -8779620.000000 Penalty: 3650.419678
	Iteration 222Q: 3 clusters Score -8779620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -8779620.000000 Penalty: 3650.419678
	Iteration 223Q: 3 clusters Score -8779620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -8779615.000000 Penalty: 3650.419678
	Iteration 224Q: 3 clusters Score -8779615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67223 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -8779618.000000 Penalty: 3650.419678
	Iteration 225Q: 3 clusters Score -8779618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67231 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -8779613.000000 Penalty: 3650.419678
	Iteration 226Q: 3 clusters Score -8779613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67236 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -8779617.000000 Penalty: 3650.419678
	Iteration 227Q: 3 clusters Score -8779617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -8779623.000000 Penalty: 3650.419678
	Iteration 228Q: 3 clusters Score -8779623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -8779620.000000 Penalty: 3650.419678
	Iteration 229Q: 3 clusters Score -8779620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -8779619.000000 Penalty: 3650.419678
	Iteration 230Q: 3 clusters Score -8779619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67269 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -8779626.000000 Penalty: 3650.419678
	Iteration 231Q: 3 clusters Score -8779626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -8779631.000000 Penalty: 3650.419678
	Iteration 232Q: 3 clusters Score -8779631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -8779631.000000 Penalty: 3650.419678
	Iteration 233Q: 3 clusters Score -8779631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67286 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -8779628.000000 Penalty: 3650.419678
	Iteration 234Q: 3 clusters Score -8779628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -8779632.000000 Penalty: 3650.419678
	Iteration 235Q: 3 clusters Score -8779632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -8779633.000000 Penalty: 3650.419678
	Iteration 236Q: 3 clusters Score -8779633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -8779637.000000 Penalty: 3650.419678
	Iteration 237Q: 3 clusters Score -8779637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -8779642.000000 Penalty: 3650.419678
	Iteration 238Q: 3 clusters Score -8779642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -8779642.000000 Penalty: 3650.419678
	Iteration 239Q: 3 clusters Score -8779642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -8779639.000000 Penalty: 3650.419678
	Iteration 240F: 3 clusters Score -8779639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67312 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -8779640.000000 Penalty: 3650.419678
	Iteration 241Q: 3 clusters Score -8779640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67313 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -8779642.000000 Penalty: 3650.419678
	Iteration 242Q: 3 clusters Score -8779642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67313 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -8779642.000000 Penalty: 3650.419678
	Iteration 243F: 3 clusters Score -8779642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Entering Unmasked Estep 
Score: -10059964.000000 Penalty: 1846.666382
	Iteration 0F: 2 clusters Score -1.005996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -10002952.000000 Penalty: 3693.332764
	Iteration 0F: 3 clusters Score -1.000295e+07 nChanged 41210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -10026944.000000 Penalty: 3693.332764
	Iteration 1F: 3 clusters Score -1.002694e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -10027897.000000 Penalty: 3693.332764
	Iteration 2Q: 3 clusters Score -1.00279e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -10029413.000000 Penalty: 3693.332764
	Iteration 3Q: 3 clusters Score -1.002941e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 57992 members 
Entering Unmasked Estep 
Score: -10032412.000000 Penalty: 3693.332764
	Iteration 4F: 3 clusters Score -1.003241e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -10037822.000000 Penalty: 3693.332764
	Iteration 5F: 3 clusters Score -1.003782e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 73428 members 
Entering Unmasked Estep 
Score: -10045842.000000 Penalty: 3693.332764
	Iteration 6F: 3 clusters Score -1.004584e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 80594 members 
Entering Unmasked Estep 
Score: -10053098.000000 Penalty: 3693.332764
	Iteration 7F: 3 clusters Score -1.00531e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -10056755.000000 Penalty: 3693.332764
	Iteration 8Q: 3 clusters Score -1.005676e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -10057849.000000 Penalty: 3693.332764
	Iteration 9Q: 3 clusters Score -1.005785e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 85973 members 
Entering Unmasked Estep 
Score: -10058140.000000 Penalty: 3693.332764
	Iteration 10Q: 3 clusters Score -1.005814e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 86032 members 
Entering Unmasked Estep 
Score: -10058266.000000 Penalty: 3693.332764
	Iteration 11Q: 3 clusters Score -1.005827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86046 members 
Entering Unmasked Estep 
Score: -10058300.000000 Penalty: 3693.332764
	Iteration 12Q: 3 clusters Score -1.00583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 86049 members 
Entering Unmasked Estep 
Score: -10058320.000000 Penalty: 3693.332764
	Iteration 13Q: 3 clusters Score -1.005832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 86055 members 
Entering Unmasked Estep 
Score: -10058332.000000 Penalty: 3693.332764
	Iteration 14Q: 3 clusters Score -1.005833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 86054 members 
Entering Unmasked Estep 
Score: -10058341.000000 Penalty: 3693.332764
	Iteration 15Q: 3 clusters Score -1.005834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 86056 members 
Entering Unmasked Estep 
Score: -10058340.000000 Penalty: 3693.332764
	Iteration 16Q: 3 clusters Score -1.005834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 86056 members 
Entering Unmasked Estep 
Score: -10058340.000000 Penalty: 3693.332764
	Iteration 17F: 3 clusters Score -1.005834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Entering Unmasked Estep 
Score: -1600018.000000 Penalty: 1549.183594
	Iteration 0F: 2 clusters Score -1600018 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 6856 members 
Entering Unmasked Estep 
Score: -1590354.750000 Penalty: 3098.367188
	Iteration 0F: 3 clusters Score -1590355 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1593822.000000 Penalty: 3098.367188
	Iteration 1F: 3 clusters Score -1593822 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1594450.750000 Penalty: 3098.367188
	Iteration 2F: 3 clusters Score -1594451 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1595335.125000 Penalty: 3098.367188
	Iteration 3F: 3 clusters Score -1595335 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1596466.375000 Penalty: 3098.367188
	Iteration 4F: 3 clusters Score -1596466 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1597614.250000 Penalty: 3098.367188
	Iteration 5F: 3 clusters Score -1597614 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1598493.500000 Penalty: 3098.367188
	Iteration 6F: 3 clusters Score -1598494 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1598909.375000 Penalty: 3098.367188
	Iteration 7Q: 3 clusters Score -1598909 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1599126.000000 Penalty: 3098.367188
	Iteration 8Q: 3 clusters Score -1599126 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1599271.250000 Penalty: 3098.367188
	Iteration 9Q: 3 clusters Score -1599271 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1599377.375000 Penalty: 3098.367188
	Iteration 10Q: 3 clusters Score -1599377 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1599442.250000 Penalty: 3098.367188
	Iteration 11Q: 3 clusters Score -1599442 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1599471.875000 Penalty: 3098.367188
	Iteration 12Q: 3 clusters Score -1599472 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1599491.000000 Penalty: 3098.367188
	Iteration 13Q: 3 clusters Score -1599491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1599498.625000 Penalty: 3098.367188
	Iteration 14Q: 3 clusters Score -1599499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1599501.125000 Penalty: 3098.367188
	Iteration 15Q: 3 clusters Score -1599501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1599504.875000 Penalty: 3098.367188
	Iteration 16Q: 3 clusters Score -1599505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1599511.875000 Penalty: 3098.367188
	Iteration 17Q: 3 clusters Score -1599512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1599510.500000 Penalty: 3098.367188
	Iteration 18Q: 3 clusters Score -1599510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1599508.750000 Penalty: 3098.367188
	Iteration 19Q: 3 clusters Score -1599509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1599511.875000 Penalty: 3098.367188
	Iteration 20F: 3 clusters Score -1599512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1599510.750000 Penalty: 3098.367188
	Iteration 21Q: 3 clusters Score -1599511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1599514.500000 Penalty: 3098.367188
	Iteration 22Q: 3 clusters Score -1599514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1599514.500000 Penalty: 3098.367188
	Iteration 23Q: 3 clusters Score -1599514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1599514.375000 Penalty: 3098.367188
	Iteration 24Q: 3 clusters Score -1599514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1599515.125000 Penalty: 3098.367188
	Iteration 25Q: 3 clusters Score -1599515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1599515.375000 Penalty: 3098.367188
	Iteration 26Q: 3 clusters Score -1599515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1599515.375000 Penalty: 3098.367188
	Iteration 27F: 3 clusters Score -1599515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Entering Unmasked Estep 
Score: -1135099.500000 Penalty: 1495.276733
	Iteration 0F: 2 clusters Score -1135100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1128017.875000 Penalty: 2990.553467
	Iteration 0F: 3 clusters Score -1128018 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1130208.625000 Penalty: 2990.553467
	Iteration 1F: 3 clusters Score -1130209 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1130377.125000 Penalty: 2990.553467
	Iteration 2F: 3 clusters Score -1130377 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1130530.875000 Penalty: 2990.553467
	Iteration 3Q: 3 clusters Score -1130531 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1130664.500000 Penalty: 2990.553467
	Iteration 4Q: 3 clusters Score -1130664 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1130805.500000 Penalty: 2990.553467
	Iteration 5Q: 3 clusters Score -1130806 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1130988.125000 Penalty: 2990.553467
	Iteration 6Q: 3 clusters Score -1130988 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1131225.375000 Penalty: 2990.553467
	Iteration 7Q: 3 clusters Score -1131225 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1131520.750000 Penalty: 2990.553467
	Iteration 8F: 3 clusters Score -1131521 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1131871.625000 Penalty: 2990.553467
	Iteration 9F: 3 clusters Score -1131872 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1132283.500000 Penalty: 2990.553467
	Iteration 10F: 3 clusters Score -1132284 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1132731.750000 Penalty: 2990.553467
	Iteration 11F: 3 clusters Score -1132732 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1133104.000000 Penalty: 2990.553467
	Iteration 12Q: 3 clusters Score -1133104 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1133356.750000 Penalty: 2990.553467
	Iteration 13Q: 3 clusters Score -1133357 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1133531.375000 Penalty: 2990.553467
	Iteration 14Q: 3 clusters Score -1133531 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1133638.750000 Penalty: 2990.553467
	Iteration 15Q: 3 clusters Score -1133639 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1133704.125000 Penalty: 2990.553467
	Iteration 16Q: 3 clusters Score -1133704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1133738.375000 Penalty: 2990.553467
	Iteration 17Q: 3 clusters Score -1133738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1133760.750000 Penalty: 2990.553467
	Iteration 18Q: 3 clusters Score -1133761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1133782.125000 Penalty: 2990.553467
	Iteration 19Q: 3 clusters Score -1133782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1133792.500000 Penalty: 2990.553467
	Iteration 20F: 3 clusters Score -1133792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1133798.750000 Penalty: 2990.553467
	Iteration 21Q: 3 clusters Score -1133799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1133799.375000 Penalty: 2990.553467
	Iteration 22Q: 3 clusters Score -1133799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1133801.750000 Penalty: 2990.553467
	Iteration 23Q: 3 clusters Score -1133802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1133803.250000 Penalty: 2990.553467
	Iteration 24Q: 3 clusters Score -1133803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1133803.625000 Penalty: 2990.553467
	Iteration 25Q: 3 clusters Score -1133804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1133803.625000 Penalty: 2990.553467
	Iteration 26F: 3 clusters Score -1133804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Entering Unmasked Estep 
Score: -1738305.750000 Penalty: 1569.575928
	Iteration 0F: 2 clusters Score -1738306 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 7874 members 
Entering Unmasked Estep 
Score: -1727464.375000 Penalty: 3139.151855
	Iteration 0F: 3 clusters Score -1727464 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1731216.625000 Penalty: 3139.151855
	Iteration 1F: 3 clusters Score -1731217 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1731495.750000 Penalty: 3139.151855
	Iteration 2F: 3 clusters Score -1731496 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1731730.250000 Penalty: 3139.151855
	Iteration 3Q: 3 clusters Score -1731730 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1731936.625000 Penalty: 3139.151855
	Iteration 4Q: 3 clusters Score -1731937 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1732184.250000 Penalty: 3139.151855
	Iteration 5Q: 3 clusters Score -1732184 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1732538.000000 Penalty: 3139.151855
	Iteration 6Q: 3 clusters Score -1732538 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1733071.500000 Penalty: 3139.151855
	Iteration 7F: 3 clusters Score -1733072 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1733856.375000 Penalty: 3139.151855
	Iteration 8F: 3 clusters Score -1733856 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1734789.125000 Penalty: 3139.151855
	Iteration 9F: 3 clusters Score -1734789 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1735678.500000 Penalty: 3139.151855
	Iteration 10F: 3 clusters Score -1735678 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1736307.125000 Penalty: 3139.151855
	Iteration 11Q: 3 clusters Score -1736307 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1736613.500000 Penalty: 3139.151855
	Iteration 12Q: 3 clusters Score -1736614 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1736749.125000 Penalty: 3139.151855
	Iteration 13Q: 3 clusters Score -1736749 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1736831.625000 Penalty: 3139.151855
	Iteration 14Q: 3 clusters Score -1736832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1736869.000000 Penalty: 3139.151855
	Iteration 15Q: 3 clusters Score -1736869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1736892.625000 Penalty: 3139.151855
	Iteration 16Q: 3 clusters Score -1736893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1736914.250000 Penalty: 3139.151855
	Iteration 17Q: 3 clusters Score -1736914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1736933.125000 Penalty: 3139.151855
	Iteration 18Q: 3 clusters Score -1736933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1736942.750000 Penalty: 3139.151855
	Iteration 19Q: 3 clusters Score -1736943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1736948.750000 Penalty: 3139.151855
	Iteration 20F: 3 clusters Score -1736949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1736951.250000 Penalty: 3139.151855
	Iteration 21Q: 3 clusters Score -1736951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1736951.250000 Penalty: 3139.151855
	Iteration 22F: 3 clusters Score -1736951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (84595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Entering Unmasked Estep 
Score: -9821748.000000 Penalty: 1843.665039
	Iteration 0F: 2 clusters Score -9821748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -9765730.000000 Penalty: 3687.330078
	Iteration 0F: 3 clusters Score -9765730 nChanged 40326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -9789006.000000 Penalty: 3687.330078
	Iteration 1F: 3 clusters Score -9789006 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -9789611.000000 Penalty: 3687.330078
	Iteration 2Q: 3 clusters Score -9789611 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -9790490.000000 Penalty: 3687.330078
	Iteration 3Q: 3 clusters Score -9790490 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -9791971.000000 Penalty: 3687.330078
	Iteration 4Q: 3 clusters Score -9791971 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -9794773.000000 Penalty: 3687.330078
	Iteration 5F: 3 clusters Score -9794773 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -9799381.000000 Penalty: 3687.330078
	Iteration 6F: 3 clusters Score -9799381 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -9805760.000000 Penalty: 3687.330078
	Iteration 7F: 3 clusters Score -9805760 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -9811955.000000 Penalty: 3687.330078
	Iteration 8F: 3 clusters Score -9811955 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -9816186.000000 Penalty: 3687.330078
	Iteration 9F: 3 clusters Score -9816186 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -9818323.000000 Penalty: 3687.330078
	Iteration 10Q: 3 clusters Score -9818323 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83129 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9819193.000000 Penalty: 3687.330078
	Iteration 11Q: 3 clusters Score -9819193 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83710 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9819637.000000 Penalty: 3687.330078
	Iteration 12Q: 3 clusters Score -9819637 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9819885.000000 Penalty: 3687.330078
	Iteration 13Q: 3 clusters Score -9819885 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84115 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9820004.000000 Penalty: 3687.330078
	Iteration 14Q: 3 clusters Score -9820004 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9820089.000000 Penalty: 3687.330078
	Iteration 15Q: 3 clusters Score -9820089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9820117.000000 Penalty: 3687.330078
	Iteration 16Q: 3 clusters Score -9820117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9820134.000000 Penalty: 3687.330078
	Iteration 17Q: 3 clusters Score -9820134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9820164.000000 Penalty: 3687.330078
	Iteration 18Q: 3 clusters Score -9820164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84251 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9820185.000000 Penalty: 3687.330078
	Iteration 19Q: 3 clusters Score -9820185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84258 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9820197.000000 Penalty: 3687.330078
	Iteration 20F: 3 clusters Score -9820197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84263 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9820204.000000 Penalty: 3687.330078
	Iteration 21Q: 3 clusters Score -9820204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9820201.000000 Penalty: 3687.330078
	Iteration 22Q: 3 clusters Score -9820201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9820203.000000 Penalty: 3687.330078
	Iteration 23Q: 3 clusters Score -9820203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84271 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9820204.000000 Penalty: 3687.330078
	Iteration 24Q: 3 clusters Score -9820204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84272 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9820211.000000 Penalty: 3687.330078
	Iteration 25Q: 3 clusters Score -9820211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84274 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9820207.000000 Penalty: 3687.330078
	Iteration 26Q: 3 clusters Score -9820207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9820204.000000 Penalty: 3687.330078
	Iteration 27Q: 3 clusters Score -9820204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84277 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9820209.000000 Penalty: 3687.330078
	Iteration 28Q: 3 clusters Score -9820209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9820203.000000 Penalty: 3687.330078
	Iteration 29Q: 3 clusters Score -9820203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9820203.000000 Penalty: 3687.330078
	Iteration 30F: 3 clusters Score -9820203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -444678.375000 Penalty: 1344.790039
	Iteration 0F: 2 clusters Score -444678.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -441494.187500 Penalty: 2689.580078
	Iteration 0F: 3 clusters Score -441494.2 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -442565.156250 Penalty: 2689.580078
	Iteration 1F: 3 clusters Score -442565.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -442859.437500 Penalty: 2689.580078
	Iteration 2F: 3 clusters Score -442859.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -443121.093750 Penalty: 2689.580078
	Iteration 3F: 3 clusters Score -443121.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -443309.093750 Penalty: 2689.580078
	Iteration 4F: 3 clusters Score -443309.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -443415.875000 Penalty: 2689.580078
	Iteration 5Q: 3 clusters Score -443415.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -443493.437500 Penalty: 2689.580078
	Iteration 6Q: 3 clusters Score -443493.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -443547.343750 Penalty: 2689.580078
	Iteration 7Q: 3 clusters Score -443547.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -443595.968750 Penalty: 2689.580078
	Iteration 8Q: 3 clusters Score -443596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -443627.500000 Penalty: 2689.580078
	Iteration 9Q: 3 clusters Score -443627.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -443653.250000 Penalty: 2689.580078
	Iteration 10Q: 3 clusters Score -443653.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -443676.718750 Penalty: 2689.580078
	Iteration 11Q: 3 clusters Score -443676.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -443696.062500 Penalty: 2689.580078
	Iteration 12Q: 3 clusters Score -443696.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -443714.687500 Penalty: 2689.580078
	Iteration 13Q: 3 clusters Score -443714.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -443734.281250 Penalty: 2689.580078
	Iteration 14Q: 3 clusters Score -443734.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -443748.125000 Penalty: 2689.580078
	Iteration 15Q: 3 clusters Score -443748.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -443761.750000 Penalty: 2689.580078
	Iteration 16Q: 3 clusters Score -443761.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -443771.750000 Penalty: 2689.580078
	Iteration 17Q: 3 clusters Score -443771.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -443785.906250 Penalty: 2689.580078
	Iteration 18Q: 3 clusters Score -443785.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -443795.093750 Penalty: 2689.580078
	Iteration 19Q: 3 clusters Score -443795.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -443802.843750 Penalty: 2689.580078
	Iteration 20F: 3 clusters Score -443802.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -443807.406250 Penalty: 2689.580078
	Iteration 21Q: 3 clusters Score -443807.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -443812.718750 Penalty: 2689.580078
	Iteration 22Q: 3 clusters Score -443812.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -443819.406250 Penalty: 2689.580078
	Iteration 23Q: 3 clusters Score -443819.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -443825.468750 Penalty: 2689.580078
	Iteration 24Q: 3 clusters Score -443825.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -443827.968750 Penalty: 2689.580078
	Iteration 25Q: 3 clusters Score -443828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -443832.906250 Penalty: 2689.580078
	Iteration 26Q: 3 clusters Score -443832.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -443836.437500 Penalty: 2689.580078
	Iteration 27Q: 3 clusters Score -443836.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -443841.062500 Penalty: 2689.580078
	Iteration 28Q: 3 clusters Score -443841.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -443845.218750 Penalty: 2689.580078
	Iteration 29Q: 3 clusters Score -443845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -443846.125000 Penalty: 2689.580078
	Iteration 30Q: 3 clusters Score -443846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -443847.281250 Penalty: 2689.580078
	Iteration 31Q: 3 clusters Score -443847.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -443849.906250 Penalty: 2689.580078
	Iteration 32Q: 3 clusters Score -443849.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -443851.468750 Penalty: 2689.580078
	Iteration 33Q: 3 clusters Score -443851.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -443853.406250 Penalty: 2689.580078
	Iteration 34Q: 3 clusters Score -443853.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -443853.031250 Penalty: 2689.580078
	Iteration 35Q: 3 clusters Score -443853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -443854.375000 Penalty: 2689.580078
	Iteration 36Q: 3 clusters Score -443854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -443854.375000 Penalty: 2689.580078
	Iteration 37F: 3 clusters Score -443854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (176022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176022 members 
Entering Unmasked Estep 
Score: -19938608.000000 Penalty: 1962.734253
	Iteration 0F: 2 clusters Score -1.993861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 87814 members 
Entering Unmasked Estep 
Score: -19832256.000000 Penalty: 3925.468506
	Iteration 0F: 3 clusters Score -1.983226e+07 nChanged 84973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92225 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -19882080.000000 Penalty: 3925.468506
	Iteration 1F: 3 clusters Score -1.988208e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -19883236.000000 Penalty: 3925.468506
	Iteration 2Q: 3 clusters Score -1.988324e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98847 members 
Mstep: Class 2 contains 77175 members 
Entering Unmasked Estep 
Score: -19884676.000000 Penalty: 3925.468506
	Iteration 3Q: 3 clusters Score -1.988468e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104872 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -19887560.000000 Penalty: 3925.468506
	Iteration 4Q: 3 clusters Score -1.988756e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113574 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -19892440.000000 Penalty: 3925.468506
	Iteration 5F: 3 clusters Score -1.989244e+07 nChanged 12115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125277 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -19900728.000000 Penalty: 3925.468506
	Iteration 6F: 3 clusters Score -1.990073e+07 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138862 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -19911708.000000 Penalty: 3925.468506
	Iteration 7F: 3 clusters Score -1.991171e+07 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151198 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -19923058.000000 Penalty: 3925.468506
	Iteration 8F: 3 clusters Score -1.992306e+07 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160770 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -19931422.000000 Penalty: 3925.468506
	Iteration 9F: 3 clusters Score -1.993142e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167525 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -19935120.000000 Penalty: 3925.468506
	Iteration 10Q: 3 clusters Score -1.993512e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171690 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -19936504.000000 Penalty: 3925.468506
	Iteration 11Q: 3 clusters Score -1.99365e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173944 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -19936834.000000 Penalty: 3925.468506
	Iteration 12Q: 3 clusters Score -1.993683e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174975 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -19936928.000000 Penalty: 3925.468506
	Iteration 13Q: 3 clusters Score -1.993693e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175384 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -19936948.000000 Penalty: 3925.468506
	Iteration 14Q: 3 clusters Score -1.993695e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175582 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19936968.000000 Penalty: 3925.468506
	Iteration 15Q: 3 clusters Score -1.993697e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175674 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -19937020.000000 Penalty: 3925.468506
	Iteration 16Q: 3 clusters Score -1.993702e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175723 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19937076.000000 Penalty: 3925.468506
	Iteration 17Q: 3 clusters Score -1.993708e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175749 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19937074.000000 Penalty: 3925.468506
	Iteration 18Q: 3 clusters Score -1.993707e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175767 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19937096.000000 Penalty: 3925.468506
	Iteration 19Q: 3 clusters Score -1.99371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175783 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19937078.000000 Penalty: 3925.468506
	Iteration 20F: 3 clusters Score -1.993708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175791 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19937096.000000 Penalty: 3925.468506
	Iteration 21Q: 3 clusters Score -1.99371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175799 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19937096.000000 Penalty: 3925.468506
	Iteration 22Q: 3 clusters Score -1.99371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175804 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19937090.000000 Penalty: 3925.468506
	Iteration 23Q: 3 clusters Score -1.993709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175806 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19937082.000000 Penalty: 3925.468506
	Iteration 24Q: 3 clusters Score -1.993708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175807 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19937084.000000 Penalty: 3925.468506
	Iteration 25Q: 3 clusters Score -1.993708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175809 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19937092.000000 Penalty: 3925.468506
	Iteration 26Q: 3 clusters Score -1.993709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175812 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19937094.000000 Penalty: 3925.468506
	Iteration 27Q: 3 clusters Score -1.993709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175814 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19937100.000000 Penalty: 3925.468506
	Iteration 28Q: 3 clusters Score -1.99371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175814 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19937100.000000 Penalty: 3925.468506
	Iteration 29F: 3 clusters Score -1.99371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Entering Unmasked Estep 
Score: -5547642.500000 Penalty: 1752.858521
	Iteration 0F: 2 clusters Score -5547642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -5515250.500000 Penalty: 3505.717041
	Iteration 0F: 3 clusters Score -5515250 nChanged 22640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -5528298.500000 Penalty: 3505.717041
	Iteration 1F: 3 clusters Score -5528298 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -5529074.000000 Penalty: 3505.717041
	Iteration 2Q: 3 clusters Score -5529074 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -5530209.000000 Penalty: 3505.717041
	Iteration 3Q: 3 clusters Score -5530209 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -5531888.000000 Penalty: 3505.717041
	Iteration 4F: 3 clusters Score -5531888 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -5534121.500000 Penalty: 3505.717041
	Iteration 5F: 3 clusters Score -5534122 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -5536599.000000 Penalty: 3505.717041
	Iteration 6F: 3 clusters Score -5536599 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -5538777.000000 Penalty: 3505.717041
	Iteration 7F: 3 clusters Score -5538777 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -5540191.500000 Penalty: 3505.717041
	Iteration 8F: 3 clusters Score -5540192 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -5540790.000000 Penalty: 3505.717041
	Iteration 9Q: 3 clusters Score -5540790 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -5541039.500000 Penalty: 3505.717041
	Iteration 10Q: 3 clusters Score -5541040 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -5541227.000000 Penalty: 3505.717041
	Iteration 11Q: 3 clusters Score -5541227 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -5541357.000000 Penalty: 3505.717041
	Iteration 12Q: 3 clusters Score -5541357 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -5541447.000000 Penalty: 3505.717041
	Iteration 13Q: 3 clusters Score -5541447 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -5541568.000000 Penalty: 3505.717041
	Iteration 14Q: 3 clusters Score -5541568 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -5541686.000000 Penalty: 3505.717041
	Iteration 15Q: 3 clusters Score -5541686 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -5541765.000000 Penalty: 3505.717041
	Iteration 16Q: 3 clusters Score -5541765 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -5541845.500000 Penalty: 3505.717041
	Iteration 17Q: 3 clusters Score -5541846 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -5541917.500000 Penalty: 3505.717041
	Iteration 18Q: 3 clusters Score -5541918 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -5542003.000000 Penalty: 3505.717041
	Iteration 19Q: 3 clusters Score -5542003 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -5542107.500000 Penalty: 3505.717041
	Iteration 20F: 3 clusters Score -5542108 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -5542157.500000 Penalty: 3505.717041
	Iteration 21Q: 3 clusters Score -5542158 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -5542230.000000 Penalty: 3505.717041
	Iteration 22Q: 3 clusters Score -5542230 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -5542288.000000 Penalty: 3505.717041
	Iteration 23Q: 3 clusters Score -5542288 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -5542384.000000 Penalty: 3505.717041
	Iteration 24Q: 3 clusters Score -5542384 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -5542448.000000 Penalty: 3505.717041
	Iteration 25Q: 3 clusters Score -5542448 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -5542497.500000 Penalty: 3505.717041
	Iteration 26Q: 3 clusters Score -5542498 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -5542570.500000 Penalty: 3505.717041
	Iteration 27Q: 3 clusters Score -5542570 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -5542675.000000 Penalty: 3505.717041
	Iteration 28Q: 3 clusters Score -5542675 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -5542794.000000 Penalty: 3505.717041
	Iteration 29Q: 3 clusters Score -5542794 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -5542869.000000 Penalty: 3505.717041
	Iteration 30Q: 3 clusters Score -5542869 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -5542957.500000 Penalty: 3505.717041
	Iteration 31Q: 3 clusters Score -5542958 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -5543041.500000 Penalty: 3505.717041
	Iteration 32Q: 3 clusters Score -5543042 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -5543147.000000 Penalty: 3505.717041
	Iteration 33Q: 3 clusters Score -5543147 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -5543261.500000 Penalty: 3505.717041
	Iteration 34Q: 3 clusters Score -5543262 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -5543333.000000 Penalty: 3505.717041
	Iteration 35Q: 3 clusters Score -5543333 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -5543439.500000 Penalty: 3505.717041
	Iteration 36Q: 3 clusters Score -5543440 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -5543542.500000 Penalty: 3505.717041
	Iteration 37Q: 3 clusters Score -5543542 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -5543658.500000 Penalty: 3505.717041
	Iteration 38Q: 3 clusters Score -5543658 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -5543772.500000 Penalty: 3505.717041
	Iteration 39Q: 3 clusters Score -5543772 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -5543905.500000 Penalty: 3505.717041
	Iteration 40F: 3 clusters Score -5543906 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -5544029.500000 Penalty: 3505.717041
	Iteration 41Q: 3 clusters Score -5544030 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -5544162.000000 Penalty: 3505.717041
	Iteration 42Q: 3 clusters Score -5544162 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -5544284.000000 Penalty: 3505.717041
	Iteration 43Q: 3 clusters Score -5544284 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -5544370.500000 Penalty: 3505.717041
	Iteration 44Q: 3 clusters Score -5544370 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -5544481.500000 Penalty: 3505.717041
	Iteration 45Q: 3 clusters Score -5544482 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -5544600.500000 Penalty: 3505.717041
	Iteration 46Q: 3 clusters Score -5544600 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -5544726.500000 Penalty: 3505.717041
	Iteration 47Q: 3 clusters Score -5544726 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5544827.500000 Penalty: 3505.717041
	Iteration 48Q: 3 clusters Score -5544828 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -5544954.500000 Penalty: 3505.717041
	Iteration 49Q: 3 clusters Score -5544954 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -5545039.500000 Penalty: 3505.717041
	Iteration 50Q: 3 clusters Score -5545040 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -5545124.000000 Penalty: 3505.717041
	Iteration 51Q: 3 clusters Score -5545124 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -5545236.000000 Penalty: 3505.717041
	Iteration 52Q: 3 clusters Score -5545236 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -5545302.000000 Penalty: 3505.717041
	Iteration 53Q: 3 clusters Score -5545302 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -5545349.500000 Penalty: 3505.717041
	Iteration 54Q: 3 clusters Score -5545350 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -5545421.000000 Penalty: 3505.717041
	Iteration 55Q: 3 clusters Score -5545421 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -5545524.000000 Penalty: 3505.717041
	Iteration 56Q: 3 clusters Score -5545524 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -5545585.000000 Penalty: 3505.717041
	Iteration 57Q: 3 clusters Score -5545585 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -5545641.500000 Penalty: 3505.717041
	Iteration 58Q: 3 clusters Score -5545642 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -5545699.000000 Penalty: 3505.717041
	Iteration 59Q: 3 clusters Score -5545699 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -5545749.000000 Penalty: 3505.717041
	Iteration 60F: 3 clusters Score -5545749 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -5545813.000000 Penalty: 3505.717041
	Iteration 61Q: 3 clusters Score -5545813 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -5545861.000000 Penalty: 3505.717041
	Iteration 62Q: 3 clusters Score -5545861 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -5545912.500000 Penalty: 3505.717041
	Iteration 63Q: 3 clusters Score -5545912 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -5545942.000000 Penalty: 3505.717041
	Iteration 64Q: 3 clusters Score -5545942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -5545968.000000 Penalty: 3505.717041
	Iteration 65Q: 3 clusters Score -5545968 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -5545999.000000 Penalty: 3505.717041
	Iteration 66Q: 3 clusters Score -5545999 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -5546027.500000 Penalty: 3505.717041
	Iteration 67Q: 3 clusters Score -5546028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -5546055.500000 Penalty: 3505.717041
	Iteration 68Q: 3 clusters Score -5546056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -5546062.500000 Penalty: 3505.717041
	Iteration 69Q: 3 clusters Score -5546062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -5546068.000000 Penalty: 3505.717041
	Iteration 70Q: 3 clusters Score -5546068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -5546089.000000 Penalty: 3505.717041
	Iteration 71Q: 3 clusters Score -5546089 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -5546097.000000 Penalty: 3505.717041
	Iteration 72Q: 3 clusters Score -5546097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -5546119.500000 Penalty: 3505.717041
	Iteration 73Q: 3 clusters Score -5546120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -5546117.000000 Penalty: 3505.717041
	Iteration 74Q: 3 clusters Score -5546117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -5546128.500000 Penalty: 3505.717041
	Iteration 75Q: 3 clusters Score -5546128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -5546124.000000 Penalty: 3505.717041
	Iteration 76Q: 3 clusters Score -5546124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -5546130.500000 Penalty: 3505.717041
	Iteration 77Q: 3 clusters Score -5546130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -5546139.500000 Penalty: 3505.717041
	Iteration 78Q: 3 clusters Score -5546140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -5546156.000000 Penalty: 3505.717041
	Iteration 79Q: 3 clusters Score -5546156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -5546167.500000 Penalty: 3505.717041
	Iteration 80F: 3 clusters Score -5546168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -5546166.000000 Penalty: 3505.717041
	Iteration 81Q: 3 clusters Score -5546166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -5546188.000000 Penalty: 3505.717041
	Iteration 82Q: 3 clusters Score -5546188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -5546195.000000 Penalty: 3505.717041
	Iteration 83Q: 3 clusters Score -5546195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -5546203.000000 Penalty: 3505.717041
	Iteration 84Q: 3 clusters Score -5546203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -5546203.500000 Penalty: 3505.717041
	Iteration 85Q: 3 clusters Score -5546204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -5546208.000000 Penalty: 3505.717041
	Iteration 86Q: 3 clusters Score -5546208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -5546211.500000 Penalty: 3505.717041
	Iteration 87Q: 3 clusters Score -5546212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -5546209.500000 Penalty: 3505.717041
	Iteration 88Q: 3 clusters Score -5546210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -5546210.500000 Penalty: 3505.717041
	Iteration 89Q: 3 clusters Score -5546210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -5546216.000000 Penalty: 3505.717041
	Iteration 90Q: 3 clusters Score -5546216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -5546217.500000 Penalty: 3505.717041
	Iteration 91Q: 3 clusters Score -5546218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -5546216.500000 Penalty: 3505.717041
	Iteration 92Q: 3 clusters Score -5546216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -5546213.500000 Penalty: 3505.717041
	Iteration 93Q: 3 clusters Score -5546214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -5546225.000000 Penalty: 3505.717041
	Iteration 94Q: 3 clusters Score -5546225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -5546223.000000 Penalty: 3505.717041
	Iteration 95Q: 3 clusters Score -5546223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -5546226.000000 Penalty: 3505.717041
	Iteration 96Q: 3 clusters Score -5546226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -5546224.000000 Penalty: 3505.717041
	Iteration 97Q: 3 clusters Score -5546224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -5546224.500000 Penalty: 3505.717041
	Iteration 98Q: 3 clusters Score -5546224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -5546224.500000 Penalty: 3505.717041
	Iteration 99Q: 3 clusters Score -5546224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -5546227.500000 Penalty: 3505.717041
	Iteration 100F: 3 clusters Score -5546228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -5546226.500000 Penalty: 3505.717041
	Iteration 101Q: 3 clusters Score -5546226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -5546226.500000 Penalty: 3505.717041
	Iteration 102F: 3 clusters Score -5546226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -46340.093750 Penalty: 1005.258911
	Iteration 0F: 2 clusters Score -46340.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45451.886719 Penalty: 2010.517822
	Iteration 0F: 3 clusters Score -45451.89 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45676.386719 Penalty: 2010.517822
	Iteration 1F: 3 clusters Score -45676.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45775.171875 Penalty: 2010.517822
	Iteration 2F: 3 clusters Score -45775.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45825.656250 Penalty: 2010.517822
	Iteration 3Q: 3 clusters Score -45825.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45894.570312 Penalty: 2010.517822
	Iteration 4Q: 3 clusters Score -45894.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45997.742188 Penalty: 2010.517822
	Iteration 5F: 3 clusters Score -45997.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46083.363281 Penalty: 2010.517822
	Iteration 6Q: 3 clusters Score -46083.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46258.730469 Penalty: 2010.517822
	Iteration 7Q: 3 clusters Score -46258.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46339.710938 Penalty: 2010.517822
	Iteration 8Q: 3 clusters Score -46339.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46365.632812 Penalty: 2010.517822
	Iteration 9Q: 3 clusters Score -46365.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46383.738281 Penalty: 2010.517822
	Iteration 10Q: 3 clusters Score -46383.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46391.480469 Penalty: 2010.517822
	Iteration 11Q: 3 clusters Score -46391.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46391.480469 Penalty: 2010.517822
	Iteration 12F: 3 clusters Score -46391.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 86172 members 
Mstep: Class 3 contains 13814 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15661 members 
Mstep: Class 6 contains 84595 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176022 members 
Mstep: Class 9 contains 48379 members 
Mstep: Class 10 contains 255 members 
Mstep: Class 11 contains 95034 members 
Mstep: Class 12 contains 79224 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40661 members 
Mstep: Class 18 contains 5040 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93296 members 
Mstep: Class 22 contains 4569 members 
Mstep: Class 23 contains 9676 members 
Mstep: Class 24 contains 231 members 
Entering Unmasked Estep 
Score: -102098832.000000 Penalty: 53515.957031
Splitting cluster 10 changes total score from -102100160.000000 to -102098832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (95034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95034 members 
Entering Unmasked Estep 
Score: -10951386.000000 Penalty: 1862.573486
	Iteration 0F: 2 clusters Score -1.095139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -10889731.000000 Penalty: 3725.146973
	Iteration 0F: 3 clusters Score -1.088973e+07 nChanged 45399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -10916424.000000 Penalty: 3725.146973
	Iteration 1F: 3 clusters Score -1.091642e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -10917165.000000 Penalty: 3725.146973
	Iteration 2Q: 3 clusters Score -1.091716e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -10918178.000000 Penalty: 3725.146973
	Iteration 3Q: 3 clusters Score -1.091818e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -10919633.000000 Penalty: 3725.146973
	Iteration 4Q: 3 clusters Score -1.091963e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -10921867.000000 Penalty: 3725.146973
	Iteration 5Q: 3 clusters Score -1.092187e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -10925324.000000 Penalty: 3725.146973
	Iteration 6F: 3 clusters Score -1.092532e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -10929806.000000 Penalty: 3725.146973
	Iteration 7F: 3 clusters Score -1.092981e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -10933815.000000 Penalty: 3725.146973
	Iteration 8F: 3 clusters Score -1.093382e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64219 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -10936045.000000 Penalty: 3725.146973
	Iteration 9Q: 3 clusters Score -1.093604e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -10937062.000000 Penalty: 3725.146973
	Iteration 10Q: 3 clusters Score -1.093706e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -10937838.000000 Penalty: 3725.146973
	Iteration 11Q: 3 clusters Score -1.093784e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -10938449.000000 Penalty: 3725.146973
	Iteration 12Q: 3 clusters Score -1.093845e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -10939215.000000 Penalty: 3725.146973
	Iteration 13Q: 3 clusters Score -1.093922e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73839 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -10940076.000000 Penalty: 3725.146973
	Iteration 14Q: 3 clusters Score -1.094008e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -10940964.000000 Penalty: 3725.146973
	Iteration 15Q: 3 clusters Score -1.094096e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -10941892.000000 Penalty: 3725.146973
	Iteration 16Q: 3 clusters Score -1.094189e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -10942785.000000 Penalty: 3725.146973
	Iteration 17Q: 3 clusters Score -1.094278e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82005 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -10943738.000000 Penalty: 3725.146973
	Iteration 18Q: 3 clusters Score -1.094374e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83859 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -10944581.000000 Penalty: 3725.146973
	Iteration 19Q: 3 clusters Score -1.094458e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -10945476.000000 Penalty: 3725.146973
	Iteration 20F: 3 clusters Score -1.094548e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87096 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -10946337.000000 Penalty: 3725.146973
	Iteration 21Q: 3 clusters Score -1.094634e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88463 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -10947147.000000 Penalty: 3725.146973
	Iteration 22Q: 3 clusters Score -1.094715e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -10947874.000000 Penalty: 3725.146973
	Iteration 23Q: 3 clusters Score -1.094787e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90621 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -10948553.000000 Penalty: 3725.146973
	Iteration 24Q: 3 clusters Score -1.094855e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -10949129.000000 Penalty: 3725.146973
	Iteration 25Q: 3 clusters Score -1.094913e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -10949561.000000 Penalty: 3725.146973
	Iteration 26Q: 3 clusters Score -1.094956e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -10949871.000000 Penalty: 3725.146973
	Iteration 27Q: 3 clusters Score -1.094987e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -10950033.000000 Penalty: 3725.146973
	Iteration 28Q: 3 clusters Score -1.095003e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -10950166.000000 Penalty: 3725.146973
	Iteration 29Q: 3 clusters Score -1.095017e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93051 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -10950237.000000 Penalty: 3725.146973
	Iteration 30Q: 3 clusters Score -1.095024e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -10950273.000000 Penalty: 3725.146973
	Iteration 31Q: 3 clusters Score -1.095027e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93259 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -10950309.000000 Penalty: 3725.146973
	Iteration 32Q: 3 clusters Score -1.095031e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93358 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -10950377.000000 Penalty: 3725.146973
	Iteration 33Q: 3 clusters Score -1.095038e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -10950433.000000 Penalty: 3725.146973
	Iteration 34Q: 3 clusters Score -1.095043e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93481 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -10950455.000000 Penalty: 3725.146973
	Iteration 35Q: 3 clusters Score -1.095046e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93510 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -10950460.000000 Penalty: 3725.146973
	Iteration 36Q: 3 clusters Score -1.095046e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -10950474.000000 Penalty: 3725.146973
	Iteration 37Q: 3 clusters Score -1.095047e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93558 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -10950484.000000 Penalty: 3725.146973
	Iteration 38Q: 3 clusters Score -1.095048e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93577 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -10950499.000000 Penalty: 3725.146973
	Iteration 39Q: 3 clusters Score -1.09505e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93586 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -10950498.000000 Penalty: 3725.146973
	Iteration 40F: 3 clusters Score -1.09505e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -10950499.000000 Penalty: 3725.146973
	Iteration 41Q: 3 clusters Score -1.09505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10950500.000000 Penalty: 3725.146973
	Iteration 42Q: 3 clusters Score -1.09505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -10950499.000000 Penalty: 3725.146973
	Iteration 43Q: 3 clusters Score -1.09505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93634 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -10950497.000000 Penalty: 3725.146973
	Iteration 44Q: 3 clusters Score -1.09505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93643 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10950508.000000 Penalty: 3725.146973
	Iteration 45Q: 3 clusters Score -1.095051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93648 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -10950515.000000 Penalty: 3725.146973
	Iteration 46Q: 3 clusters Score -1.095052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93656 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -10950519.000000 Penalty: 3725.146973
	Iteration 47Q: 3 clusters Score -1.095052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -10950522.000000 Penalty: 3725.146973
	Iteration 48Q: 3 clusters Score -1.095052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93660 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -10950523.000000 Penalty: 3725.146973
	Iteration 49Q: 3 clusters Score -1.095052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -10950539.000000 Penalty: 3725.146973
	Iteration 50Q: 3 clusters Score -1.095054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93664 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -10950529.000000 Penalty: 3725.146973
	Iteration 51Q: 3 clusters Score -1.095053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93670 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -10950533.000000 Penalty: 3725.146973
	Iteration 52Q: 3 clusters Score -1.095053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93675 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -10950543.000000 Penalty: 3725.146973
	Iteration 53Q: 3 clusters Score -1.095054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93673 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -10950542.000000 Penalty: 3725.146973
	Iteration 54Q: 3 clusters Score -1.095054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93673 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -10950541.000000 Penalty: 3725.146973
	Iteration 55Q: 3 clusters Score -1.095054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -10950537.000000 Penalty: 3725.146973
	Iteration 56Q: 3 clusters Score -1.095054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -10950542.000000 Penalty: 3725.146973
	Iteration 57Q: 3 clusters Score -1.095054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93675 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -10950538.000000 Penalty: 3725.146973
	Iteration 58Q: 3 clusters Score -1.095054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93676 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -10950537.000000 Penalty: 3725.146973
	Iteration 59Q: 3 clusters Score -1.095054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93677 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -10950535.000000 Penalty: 3725.146973
	Iteration 60F: 3 clusters Score -1.095054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93678 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -10950534.000000 Penalty: 3725.146973
	Iteration 61Q: 3 clusters Score -1.095053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93679 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -10950529.000000 Penalty: 3725.146973
	Iteration 62Q: 3 clusters Score -1.095053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93679 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -10950529.000000 Penalty: 3725.146973
	Iteration 63F: 3 clusters Score -1.095053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (79224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79224 members 
Entering Unmasked Estep 
Score: -9259077.000000 Penalty: 1833.005737
	Iteration 0F: 2 clusters Score -9259077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -9206264.000000 Penalty: 3666.011475
	Iteration 0F: 3 clusters Score -9206264 nChanged 37594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -9228271.000000 Penalty: 3666.011475
	Iteration 1F: 3 clusters Score -9228271 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -9229311.000000 Penalty: 3666.011475
	Iteration 2Q: 3 clusters Score -9229311 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -9230904.000000 Penalty: 3666.011475
	Iteration 3Q: 3 clusters Score -9230904 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -9233899.000000 Penalty: 3666.011475
	Iteration 4F: 3 clusters Score -9233899 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -9238824.000000 Penalty: 3666.011475
	Iteration 5F: 3 clusters Score -9238824 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -9245441.000000 Penalty: 3666.011475
	Iteration 6F: 3 clusters Score -9245441 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -9251957.000000 Penalty: 3666.011475
	Iteration 7F: 3 clusters Score -9251957 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77471 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -9255710.000000 Penalty: 3666.011475
	Iteration 8Q: 3 clusters Score -9255710 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78792 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9256982.000000 Penalty: 3666.011475
	Iteration 9Q: 3 clusters Score -9256982 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9257280.000000 Penalty: 3666.011475
	Iteration 10Q: 3 clusters Score -9257280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9257378.000000 Penalty: 3666.011475
	Iteration 11Q: 3 clusters Score -9257378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9257425.000000 Penalty: 3666.011475
	Iteration 12Q: 3 clusters Score -9257425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9257448.000000 Penalty: 3666.011475
	Iteration 13Q: 3 clusters Score -9257448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9257456.000000 Penalty: 3666.011475
	Iteration 14Q: 3 clusters Score -9257456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9257456.000000 Penalty: 3666.011475
	Iteration 15Q: 3 clusters Score -9257456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9257457.000000 Penalty: 3666.011475
	Iteration 16Q: 3 clusters Score -9257457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9257457.000000 Penalty: 3666.011475
	Iteration 17F: 3 clusters Score -9257457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -366241.125000 Penalty: 1308.859863
	Iteration 0F: 2 clusters Score -366241.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -363424.375000 Penalty: 2617.719727
	Iteration 0F: 3 clusters Score -363424.4 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -364108.062500 Penalty: 2617.719727
	Iteration 1F: 3 clusters Score -364108.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -364237.250000 Penalty: 2617.719727
	Iteration 2F: 3 clusters Score -364237.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -364324.718750 Penalty: 2617.719727
	Iteration 3Q: 3 clusters Score -364324.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -364386.875000 Penalty: 2617.719727
	Iteration 4Q: 3 clusters Score -364386.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -364442.718750 Penalty: 2617.719727
	Iteration 5Q: 3 clusters Score -364442.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -364497.156250 Penalty: 2617.719727
	Iteration 6Q: 3 clusters Score -364497.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -364547.968750 Penalty: 2617.719727
	Iteration 7Q: 3 clusters Score -364548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -364587.593750 Penalty: 2617.719727
	Iteration 8Q: 3 clusters Score -364587.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -364624.500000 Penalty: 2617.719727
	Iteration 9Q: 3 clusters Score -364624.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -364666.937500 Penalty: 2617.719727
	Iteration 10Q: 3 clusters Score -364666.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -364702.500000 Penalty: 2617.719727
	Iteration 11Q: 3 clusters Score -364702.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -364735.468750 Penalty: 2617.719727
	Iteration 12Q: 3 clusters Score -364735.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -364761.843750 Penalty: 2617.719727
	Iteration 13Q: 3 clusters Score -364761.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -364791.062500 Penalty: 2617.719727
	Iteration 14Q: 3 clusters Score -364791.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -364823.593750 Penalty: 2617.719727
	Iteration 15Q: 3 clusters Score -364823.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -364848.343750 Penalty: 2617.719727
	Iteration 16Q: 3 clusters Score -364848.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -364868.656250 Penalty: 2617.719727
	Iteration 17Q: 3 clusters Score -364868.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -364895.437500 Penalty: 2617.719727
	Iteration 18Q: 3 clusters Score -364895.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -364911.093750 Penalty: 2617.719727
	Iteration 19Q: 3 clusters Score -364911.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -364927.625000 Penalty: 2617.719727
	Iteration 20F: 3 clusters Score -364927.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -364948.937500 Penalty: 2617.719727
	Iteration 21Q: 3 clusters Score -364948.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -364966.718750 Penalty: 2617.719727
	Iteration 22Q: 3 clusters Score -364966.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -364982.750000 Penalty: 2617.719727
	Iteration 23Q: 3 clusters Score -364982.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -364995.156250 Penalty: 2617.719727
	Iteration 24Q: 3 clusters Score -364995.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -365004.531250 Penalty: 2617.719727
	Iteration 25Q: 3 clusters Score -365004.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -365009.343750 Penalty: 2617.719727
	Iteration 26Q: 3 clusters Score -365009.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -365013.500000 Penalty: 2617.719727
	Iteration 27Q: 3 clusters Score -365013.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -365018.031250 Penalty: 2617.719727
	Iteration 28Q: 3 clusters Score -365018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -365021.468750 Penalty: 2617.719727
	Iteration 29Q: 3 clusters Score -365021.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -365024.750000 Penalty: 2617.719727
	Iteration 30Q: 3 clusters Score -365024.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -365027.375000 Penalty: 2617.719727
	Iteration 31Q: 3 clusters Score -365027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -365028.843750 Penalty: 2617.719727
	Iteration 32Q: 3 clusters Score -365028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -365028.843750 Penalty: 2617.719727
	Iteration 33F: 3 clusters Score -365028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Entering Unmasked Estep 
Score: -469072.187500 Penalty: 1359.156860
	Iteration 0F: 2 clusters Score -469072.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -465578.406250 Penalty: 2718.313721
	Iteration 0F: 3 clusters Score -465578.4 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -466573.875000 Penalty: 2718.313721
	Iteration 1F: 3 clusters Score -466573.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -466802.062500 Penalty: 2718.313721
	Iteration 2F: 3 clusters Score -466802.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -467017.218750 Penalty: 2718.313721
	Iteration 3F: 3 clusters Score -467017.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -467293.781250 Penalty: 2718.313721
	Iteration 4F: 3 clusters Score -467293.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -467565.656250 Penalty: 2718.313721
	Iteration 5F: 3 clusters Score -467565.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -467805.718750 Penalty: 2718.313721
	Iteration 6F: 3 clusters Score -467805.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -467999.625000 Penalty: 2718.313721
	Iteration 7Q: 3 clusters Score -467999.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -468146.562500 Penalty: 2718.313721
	Iteration 8Q: 3 clusters Score -468146.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -468264.812500 Penalty: 2718.313721
	Iteration 9Q: 3 clusters Score -468264.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -468325.031250 Penalty: 2718.313721
	Iteration 10Q: 3 clusters Score -468325 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -468367.156250 Penalty: 2718.313721
	Iteration 11Q: 3 clusters Score -468367.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -468395.625000 Penalty: 2718.313721
	Iteration 12Q: 3 clusters Score -468395.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -468418.750000 Penalty: 2718.313721
	Iteration 13Q: 3 clusters Score -468418.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -468432.187500 Penalty: 2718.313721
	Iteration 14Q: 3 clusters Score -468432.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -468444.062500 Penalty: 2718.313721
	Iteration 15Q: 3 clusters Score -468444.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -468451.250000 Penalty: 2718.313721
	Iteration 16Q: 3 clusters Score -468451.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -468455.906250 Penalty: 2718.313721
	Iteration 17Q: 3 clusters Score -468455.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -468459.375000 Penalty: 2718.313721
	Iteration 18Q: 3 clusters Score -468459.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -468462.656250 Penalty: 2718.313721
	Iteration 19Q: 3 clusters Score -468462.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -468466.187500 Penalty: 2718.313721
	Iteration 20F: 3 clusters Score -468466.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -468469.218750 Penalty: 2718.313721
	Iteration 21Q: 3 clusters Score -468469.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -468472.062500 Penalty: 2718.313721
	Iteration 22Q: 3 clusters Score -468472.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -468476.125000 Penalty: 2718.313721
	Iteration 23Q: 3 clusters Score -468476.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -468482.656250 Penalty: 2718.313721
	Iteration 24Q: 3 clusters Score -468482.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -468488.312500 Penalty: 2718.313721
	Iteration 25Q: 3 clusters Score -468488.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -468495.000000 Penalty: 2718.313721
	Iteration 26Q: 3 clusters Score -468495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -468502.031250 Penalty: 2718.313721
	Iteration 27Q: 3 clusters Score -468502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -468515.968750 Penalty: 2718.313721
	Iteration 28Q: 3 clusters Score -468516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -468528.187500 Penalty: 2718.313721
	Iteration 29Q: 3 clusters Score -468528.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -468539.906250 Penalty: 2718.313721
	Iteration 30Q: 3 clusters Score -468539.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -468552.281250 Penalty: 2718.313721
	Iteration 31Q: 3 clusters Score -468552.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -468566.312500 Penalty: 2718.313721
	Iteration 32Q: 3 clusters Score -468566.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -468584.093750 Penalty: 2718.313721
	Iteration 33Q: 3 clusters Score -468584.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -468610.531250 Penalty: 2718.313721
	Iteration 34Q: 3 clusters Score -468610.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -468632.468750 Penalty: 2718.313721
	Iteration 35Q: 3 clusters Score -468632.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -468647.937500 Penalty: 2718.313721
	Iteration 36Q: 3 clusters Score -468647.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -468652.968750 Penalty: 2718.313721
	Iteration 37Q: 3 clusters Score -468653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -468658.250000 Penalty: 2718.313721
	Iteration 38Q: 3 clusters Score -468658.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -468664.781250 Penalty: 2718.313721
	Iteration 39Q: 3 clusters Score -468664.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -468670.812500 Penalty: 2718.313721
	Iteration 40F: 3 clusters Score -468670.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -468678.375000 Penalty: 2718.313721
	Iteration 41Q: 3 clusters Score -468678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -468680.062500 Penalty: 2718.313721
	Iteration 42Q: 3 clusters Score -468680.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -468680.437500 Penalty: 2718.313721
	Iteration 43Q: 3 clusters Score -468680.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -468682.750000 Penalty: 2718.313721
	Iteration 44Q: 3 clusters Score -468682.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -468681.437500 Penalty: 2718.313721
	Iteration 45Q: 3 clusters Score -468681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -468683.531250 Penalty: 2718.313721
	Iteration 46Q: 3 clusters Score -468683.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -468683.187500 Penalty: 2718.313721
	Iteration 47Q: 3 clusters Score -468683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -468683.187500 Penalty: 2718.313721
	Iteration 48F: 3 clusters Score -468683.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Entering Unmasked Estep 
Score: -3080468.250000 Penalty: 1656.851196
	Iteration 0F: 2 clusters Score -3080468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3062332.500000 Penalty: 3313.702393
	Iteration 0F: 3 clusters Score -3062332 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3069076.000000 Penalty: 3313.702393
	Iteration 1F: 3 clusters Score -3069076 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3069552.750000 Penalty: 3313.702393
	Iteration 2Q: 3 clusters Score -3069553 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3070087.250000 Penalty: 3313.702393
	Iteration 3Q: 3 clusters Score -3070087 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3070676.500000 Penalty: 3313.702393
	Iteration 4Q: 3 clusters Score -3070676 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3071385.250000 Penalty: 3313.702393
	Iteration 5F: 3 clusters Score -3071385 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -3072158.250000 Penalty: 3313.702393
	Iteration 6F: 3 clusters Score -3072158 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3072949.500000 Penalty: 3313.702393
	Iteration 7F: 3 clusters Score -3072950 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3073754.500000 Penalty: 3313.702393
	Iteration 8F: 3 clusters Score -3073754 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -3074586.250000 Penalty: 3313.702393
	Iteration 9Q: 3 clusters Score -3074586 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3075364.250000 Penalty: 3313.702393
	Iteration 10Q: 3 clusters Score -3075364 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3075998.000000 Penalty: 3313.702393
	Iteration 11Q: 3 clusters Score -3075998 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3076426.500000 Penalty: 3313.702393
	Iteration 12Q: 3 clusters Score -3076426 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3076712.500000 Penalty: 3313.702393
	Iteration 13Q: 3 clusters Score -3076712 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -3076878.500000 Penalty: 3313.702393
	Iteration 14Q: 3 clusters Score -3076878 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -3076969.500000 Penalty: 3313.702393
	Iteration 15Q: 3 clusters Score -3076970 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3077047.250000 Penalty: 3313.702393
	Iteration 16Q: 3 clusters Score -3077047 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -3077135.500000 Penalty: 3313.702393
	Iteration 17Q: 3 clusters Score -3077136 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -3077200.750000 Penalty: 3313.702393
	Iteration 18Q: 3 clusters Score -3077201 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -3077261.250000 Penalty: 3313.702393
	Iteration 19Q: 3 clusters Score -3077261 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3077321.750000 Penalty: 3313.702393
	Iteration 20F: 3 clusters Score -3077322 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3077381.750000 Penalty: 3313.702393
	Iteration 21Q: 3 clusters Score -3077382 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3077418.250000 Penalty: 3313.702393
	Iteration 22Q: 3 clusters Score -3077418 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3077459.000000 Penalty: 3313.702393
	Iteration 23Q: 3 clusters Score -3077459 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3077491.250000 Penalty: 3313.702393
	Iteration 24Q: 3 clusters Score -3077491 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3077519.750000 Penalty: 3313.702393
	Iteration 25Q: 3 clusters Score -3077520 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3077566.500000 Penalty: 3313.702393
	Iteration 26Q: 3 clusters Score -3077566 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3077619.250000 Penalty: 3313.702393
	Iteration 27Q: 3 clusters Score -3077619 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -3077651.500000 Penalty: 3313.702393
	Iteration 28Q: 3 clusters Score -3077652 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -3077687.500000 Penalty: 3313.702393
	Iteration 29Q: 3 clusters Score -3077688 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3077735.000000 Penalty: 3313.702393
	Iteration 30Q: 3 clusters Score -3077735 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3077753.250000 Penalty: 3313.702393
	Iteration 31Q: 3 clusters Score -3077753 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3077803.500000 Penalty: 3313.702393
	Iteration 32Q: 3 clusters Score -3077804 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3077846.750000 Penalty: 3313.702393
	Iteration 33Q: 3 clusters Score -3077847 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -3077902.750000 Penalty: 3313.702393
	Iteration 34Q: 3 clusters Score -3077903 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3077962.500000 Penalty: 3313.702393
	Iteration 35Q: 3 clusters Score -3077962 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3078014.500000 Penalty: 3313.702393
	Iteration 36Q: 3 clusters Score -3078014 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -3078060.500000 Penalty: 3313.702393
	Iteration 37Q: 3 clusters Score -3078060 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3078099.250000 Penalty: 3313.702393
	Iteration 38Q: 3 clusters Score -3078099 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3078135.500000 Penalty: 3313.702393
	Iteration 39Q: 3 clusters Score -3078136 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3078165.250000 Penalty: 3313.702393
	Iteration 40F: 3 clusters Score -3078165 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3078197.000000 Penalty: 3313.702393
	Iteration 41Q: 3 clusters Score -3078197 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3078229.250000 Penalty: 3313.702393
	Iteration 42Q: 3 clusters Score -3078229 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -3078280.750000 Penalty: 3313.702393
	Iteration 43Q: 3 clusters Score -3078281 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3078343.000000 Penalty: 3313.702393
	Iteration 44Q: 3 clusters Score -3078343 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3078409.000000 Penalty: 3313.702393
	Iteration 45Q: 3 clusters Score -3078409 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3078474.750000 Penalty: 3313.702393
	Iteration 46Q: 3 clusters Score -3078475 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3078547.000000 Penalty: 3313.702393
	Iteration 47Q: 3 clusters Score -3078547 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -3078604.000000 Penalty: 3313.702393
	Iteration 48Q: 3 clusters Score -3078604 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3078662.250000 Penalty: 3313.702393
	Iteration 49Q: 3 clusters Score -3078662 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3078696.500000 Penalty: 3313.702393
	Iteration 50Q: 3 clusters Score -3078696 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3078724.250000 Penalty: 3313.702393
	Iteration 51Q: 3 clusters Score -3078724 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -3078762.500000 Penalty: 3313.702393
	Iteration 52Q: 3 clusters Score -3078762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3078788.750000 Penalty: 3313.702393
	Iteration 53Q: 3 clusters Score -3078789 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3078820.750000 Penalty: 3313.702393
	Iteration 54Q: 3 clusters Score -3078821 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3078839.250000 Penalty: 3313.702393
	Iteration 55Q: 3 clusters Score -3078839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3078858.500000 Penalty: 3313.702393
	Iteration 56Q: 3 clusters Score -3078858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -3078878.250000 Penalty: 3313.702393
	Iteration 57Q: 3 clusters Score -3078878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -3078902.250000 Penalty: 3313.702393
	Iteration 58Q: 3 clusters Score -3078902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3078931.250000 Penalty: 3313.702393
	Iteration 59Q: 3 clusters Score -3078931 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3078956.750000 Penalty: 3313.702393
	Iteration 60F: 3 clusters Score -3078957 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3078969.750000 Penalty: 3313.702393
	Iteration 61Q: 3 clusters Score -3078970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3078996.500000 Penalty: 3313.702393
	Iteration 62Q: 3 clusters Score -3078996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -3079011.250000 Penalty: 3313.702393
	Iteration 63Q: 3 clusters Score -3079011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3079025.750000 Penalty: 3313.702393
	Iteration 64Q: 3 clusters Score -3079026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3079030.750000 Penalty: 3313.702393
	Iteration 65Q: 3 clusters Score -3079031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3079031.000000 Penalty: 3313.702393
	Iteration 66Q: 3 clusters Score -3079031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3079039.750000 Penalty: 3313.702393
	Iteration 67Q: 3 clusters Score -3079040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -3079047.500000 Penalty: 3313.702393
	Iteration 68Q: 3 clusters Score -3079048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3079049.000000 Penalty: 3313.702393
	Iteration 69Q: 3 clusters Score -3079049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3079047.000000 Penalty: 3313.702393
	Iteration 70Q: 3 clusters Score -3079047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -3079055.250000 Penalty: 3313.702393
	Iteration 71Q: 3 clusters Score -3079055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -3079060.000000 Penalty: 3313.702393
	Iteration 72Q: 3 clusters Score -3079060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3079061.000000 Penalty: 3313.702393
	Iteration 73Q: 3 clusters Score -3079061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3079067.750000 Penalty: 3313.702393
	Iteration 74Q: 3 clusters Score -3079068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -3079074.750000 Penalty: 3313.702393
	Iteration 75Q: 3 clusters Score -3079075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -3079074.250000 Penalty: 3313.702393
	Iteration 76Q: 3 clusters Score -3079074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3079070.500000 Penalty: 3313.702393
	Iteration 77Q: 3 clusters Score -3079070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -3079071.250000 Penalty: 3313.702393
	Iteration 78Q: 3 clusters Score -3079071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3079082.500000 Penalty: 3313.702393
	Iteration 79Q: 3 clusters Score -3079082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -3079085.750000 Penalty: 3313.702393
	Iteration 80F: 3 clusters Score -3079086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -3079086.500000 Penalty: 3313.702393
	Iteration 81Q: 3 clusters Score -3079086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3079083.750000 Penalty: 3313.702393
	Iteration 82Q: 3 clusters Score -3079084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3079083.250000 Penalty: 3313.702393
	Iteration 83Q: 3 clusters Score -3079083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3079086.000000 Penalty: 3313.702393
	Iteration 84Q: 3 clusters Score -3079086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3079088.500000 Penalty: 3313.702393
	Iteration 85Q: 3 clusters Score -3079088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -3079087.250000 Penalty: 3313.702393
	Iteration 86Q: 3 clusters Score -3079087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -3079086.500000 Penalty: 3313.702393
	Iteration 87Q: 3 clusters Score -3079086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -3079086.500000 Penalty: 3313.702393
	Iteration 88F: 3 clusters Score -3079086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -87868.015625 Penalty: 1096.673462
	Iteration 0F: 2 clusters Score -87868.02 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 432 members 
Entering Unmasked Estep 
Score: -86540.117188 Penalty: 2193.346924
	Iteration 0F: 3 clusters Score -86540.12 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -86776.835938 Penalty: 2193.346924
	Iteration 1F: 3 clusters Score -86776.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -86850.835938 Penalty: 2193.346924
	Iteration 2F: 3 clusters Score -86850.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86899.656250 Penalty: 2193.346924
	Iteration 3Q: 3 clusters Score -86899.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -86946.015625 Penalty: 2193.346924
	Iteration 4Q: 3 clusters Score -86946.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -86990.070312 Penalty: 2193.346924
	Iteration 5Q: 3 clusters Score -86990.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -87020.789062 Penalty: 2193.346924
	Iteration 6Q: 3 clusters Score -87020.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -87053.625000 Penalty: 2193.346924
	Iteration 7Q: 3 clusters Score -87053.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -87083.468750 Penalty: 2193.346924
	Iteration 8Q: 3 clusters Score -87083.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -87100.359375 Penalty: 2193.346924
	Iteration 9Q: 3 clusters Score -87100.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87110.273438 Penalty: 2193.346924
	Iteration 10Q: 3 clusters Score -87110.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87119.296875 Penalty: 2193.346924
	Iteration 11Q: 3 clusters Score -87119.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -87123.789062 Penalty: 2193.346924
	Iteration 12Q: 3 clusters Score -87123.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87129.710938 Penalty: 2193.346924
	Iteration 13Q: 3 clusters Score -87129.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -87131.046875 Penalty: 2193.346924
	Iteration 14Q: 3 clusters Score -87131.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87133.375000 Penalty: 2193.346924
	Iteration 15Q: 3 clusters Score -87133.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -87135.257812 Penalty: 2193.346924
	Iteration 16Q: 3 clusters Score -87135.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87136.078125 Penalty: 2193.346924
	Iteration 17Q: 3 clusters Score -87136.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87136.078125 Penalty: 2193.346924
	Iteration 18F: 3 clusters Score -87136.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Entering Unmasked Estep 
Score: -4510562.000000 Penalty: 1724.616455
	Iteration 0F: 2 clusters Score -4510562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4483392.000000 Penalty: 3449.232910
	Iteration 0F: 3 clusters Score -4483392 nChanged 18976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4493966.000000 Penalty: 3449.232910
	Iteration 1F: 3 clusters Score -4493966 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4494337.500000 Penalty: 3449.232910
	Iteration 2Q: 3 clusters Score -4494338 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -4494650.000000 Penalty: 3449.232910
	Iteration 3Q: 3 clusters Score -4494650 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -4495020.000000 Penalty: 3449.232910
	Iteration 4Q: 3 clusters Score -4495020 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -4495476.000000 Penalty: 3449.232910
	Iteration 5Q: 3 clusters Score -4495476 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -4496175.500000 Penalty: 3449.232910
	Iteration 6Q: 3 clusters Score -4496176 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -4497234.500000 Penalty: 3449.232910
	Iteration 7F: 3 clusters Score -4497234 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -4498969.000000 Penalty: 3449.232910
	Iteration 8F: 3 clusters Score -4498969 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -4501439.500000 Penalty: 3449.232910
	Iteration 9F: 3 clusters Score -4501440 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -4504298.000000 Penalty: 3449.232910
	Iteration 10F: 3 clusters Score -4504298 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -4506741.000000 Penalty: 3449.232910
	Iteration 11F: 3 clusters Score -4506741 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -4508135.000000 Penalty: 3449.232910
	Iteration 12Q: 3 clusters Score -4508135 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -4508729.000000 Penalty: 3449.232910
	Iteration 13Q: 3 clusters Score -4508729 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -4508942.500000 Penalty: 3449.232910
	Iteration 14Q: 3 clusters Score -4508942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -4509030.500000 Penalty: 3449.232910
	Iteration 15Q: 3 clusters Score -4509030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -4509073.500000 Penalty: 3449.232910
	Iteration 16Q: 3 clusters Score -4509074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -4509085.500000 Penalty: 3449.232910
	Iteration 17Q: 3 clusters Score -4509086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -4509105.500000 Penalty: 3449.232910
	Iteration 18Q: 3 clusters Score -4509106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -4509112.500000 Penalty: 3449.232910
	Iteration 19Q: 3 clusters Score -4509112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -4509119.000000 Penalty: 3449.232910
	Iteration 20F: 3 clusters Score -4509119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -4509126.500000 Penalty: 3449.232910
	Iteration 21Q: 3 clusters Score -4509126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -4509133.000000 Penalty: 3449.232910
	Iteration 22Q: 3 clusters Score -4509133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -4509136.500000 Penalty: 3449.232910
	Iteration 23Q: 3 clusters Score -4509136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -4509143.500000 Penalty: 3449.232910
	Iteration 24Q: 3 clusters Score -4509144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -4509147.500000 Penalty: 3449.232910
	Iteration 25Q: 3 clusters Score -4509148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -4509151.000000 Penalty: 3449.232910
	Iteration 26Q: 3 clusters Score -4509151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -4509147.000000 Penalty: 3449.232910
	Iteration 27Q: 3 clusters Score -4509147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -4509168.000000 Penalty: 3449.232910
	Iteration 28Q: 3 clusters Score -4509168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -4509164.000000 Penalty: 3449.232910
	Iteration 29Q: 3 clusters Score -4509164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -4509168.000000 Penalty: 3449.232910
	Iteration 30Q: 3 clusters Score -4509168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -4509168.000000 Penalty: 3449.232910
	Iteration 31Q: 3 clusters Score -4509168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -4509173.500000 Penalty: 3449.232910
	Iteration 32Q: 3 clusters Score -4509174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -4509174.500000 Penalty: 3449.232910
	Iteration 33Q: 3 clusters Score -4509174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -4509173.000000 Penalty: 3449.232910
	Iteration 34Q: 3 clusters Score -4509173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -4509173.000000 Penalty: 3449.232910
	Iteration 35F: 3 clusters Score -4509173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -581846.625000 Penalty: 1385.338745
	Iteration 0F: 2 clusters Score -581846.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -577852.312500 Penalty: 2770.677490
	Iteration 0F: 3 clusters Score -577852.3 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -578906.812500 Penalty: 2770.677490
	Iteration 1F: 3 clusters Score -578906.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -579072.125000 Penalty: 2770.677490
	Iteration 2F: 3 clusters Score -579072.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -579179.375000 Penalty: 2770.677490
	Iteration 3Q: 3 clusters Score -579179.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -579257.625000 Penalty: 2770.677490
	Iteration 4Q: 3 clusters Score -579257.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -579308.125000 Penalty: 2770.677490
	Iteration 5Q: 3 clusters Score -579308.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -579350.625000 Penalty: 2770.677490
	Iteration 6Q: 3 clusters Score -579350.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -579388.937500 Penalty: 2770.677490
	Iteration 7Q: 3 clusters Score -579388.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -579435.187500 Penalty: 2770.677490
	Iteration 8Q: 3 clusters Score -579435.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -579482.375000 Penalty: 2770.677490
	Iteration 9Q: 3 clusters Score -579482.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -579529.375000 Penalty: 2770.677490
	Iteration 10Q: 3 clusters Score -579529.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -579591.125000 Penalty: 2770.677490
	Iteration 11Q: 3 clusters Score -579591.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -579667.750000 Penalty: 2770.677490
	Iteration 12Q: 3 clusters Score -579667.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -579743.375000 Penalty: 2770.677490
	Iteration 13Q: 3 clusters Score -579743.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -579822.062500 Penalty: 2770.677490
	Iteration 14Q: 3 clusters Score -579822.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -579907.250000 Penalty: 2770.677490
	Iteration 15Q: 3 clusters Score -579907.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -579981.812500 Penalty: 2770.677490
	Iteration 16Q: 3 clusters Score -579981.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -580059.625000 Penalty: 2770.677490
	Iteration 17Q: 3 clusters Score -580059.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -580123.750000 Penalty: 2770.677490
	Iteration 18Q: 3 clusters Score -580123.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -580181.000000 Penalty: 2770.677490
	Iteration 19Q: 3 clusters Score -580181 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -580240.500000 Penalty: 2770.677490
	Iteration 20F: 3 clusters Score -580240.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -580309.250000 Penalty: 2770.677490
	Iteration 21Q: 3 clusters Score -580309.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -580383.000000 Penalty: 2770.677490
	Iteration 22Q: 3 clusters Score -580383 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -580431.000000 Penalty: 2770.677490
	Iteration 23Q: 3 clusters Score -580431 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -580474.500000 Penalty: 2770.677490
	Iteration 24Q: 3 clusters Score -580474.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -580508.750000 Penalty: 2770.677490
	Iteration 25Q: 3 clusters Score -580508.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -580538.437500 Penalty: 2770.677490
	Iteration 26Q: 3 clusters Score -580538.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -580557.562500 Penalty: 2770.677490
	Iteration 27Q: 3 clusters Score -580557.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -580575.312500 Penalty: 2770.677490
	Iteration 28Q: 3 clusters Score -580575.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -580588.187500 Penalty: 2770.677490
	Iteration 29Q: 3 clusters Score -580588.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -580600.187500 Penalty: 2770.677490
	Iteration 30Q: 3 clusters Score -580600.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -580610.812500 Penalty: 2770.677490
	Iteration 31Q: 3 clusters Score -580610.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -580624.375000 Penalty: 2770.677490
	Iteration 32Q: 3 clusters Score -580624.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -580637.812500 Penalty: 2770.677490
	Iteration 33Q: 3 clusters Score -580637.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -580645.625000 Penalty: 2770.677490
	Iteration 34Q: 3 clusters Score -580645.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -580656.187500 Penalty: 2770.677490
	Iteration 35Q: 3 clusters Score -580656.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -580663.125000 Penalty: 2770.677490
	Iteration 36Q: 3 clusters Score -580663.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -580668.750000 Penalty: 2770.677490
	Iteration 37Q: 3 clusters Score -580668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -580671.625000 Penalty: 2770.677490
	Iteration 38Q: 3 clusters Score -580671.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -580674.437500 Penalty: 2770.677490
	Iteration 39Q: 3 clusters Score -580674.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -580680.812500 Penalty: 2770.677490
	Iteration 40F: 3 clusters Score -580680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -580686.125000 Penalty: 2770.677490
	Iteration 41Q: 3 clusters Score -580686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -580689.750000 Penalty: 2770.677490
	Iteration 42Q: 3 clusters Score -580689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -580692.062500 Penalty: 2770.677490
	Iteration 43Q: 3 clusters Score -580692.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -580694.062500 Penalty: 2770.677490
	Iteration 44Q: 3 clusters Score -580694.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -580697.875000 Penalty: 2770.677490
	Iteration 45Q: 3 clusters Score -580697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -580702.625000 Penalty: 2770.677490
	Iteration 46Q: 3 clusters Score -580702.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -580704.187500 Penalty: 2770.677490
	Iteration 47Q: 3 clusters Score -580704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -580704.375000 Penalty: 2770.677490
	Iteration 48Q: 3 clusters Score -580704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -580708.250000 Penalty: 2770.677490
	Iteration 49Q: 3 clusters Score -580708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -580708.062500 Penalty: 2770.677490
	Iteration 50Q: 3 clusters Score -580708.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -580708.062500 Penalty: 2770.677490
	Iteration 51F: 3 clusters Score -580708.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -136775.000000 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -136775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -135172.859375 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -135172.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -135597.000000 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -135597 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -135775.343750 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -135775.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -135967.125000 Penalty: 2334.264404
	Iteration 3F: 3 clusters Score -135967.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -136149.562500 Penalty: 2334.264404
	Iteration 4F: 3 clusters Score -136149.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -136276.718750 Penalty: 2334.264404
	Iteration 5F: 3 clusters Score -136276.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -136350.734375 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -136350.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -136403.718750 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -136403.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -136423.375000 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -136423.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -136431.140625 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -136431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -136433.078125 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -136433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -136433.656250 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -136433.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -136433.984375 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -136434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -136433.984375 Penalty: 2334.264404
	Iteration 13F: 3 clusters Score -136434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Entering Unmasked Estep 
Score: -3692051.500000 Penalty: 1687.550415
	Iteration 0F: 2 clusters Score -3692052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3670301.500000 Penalty: 3375.100830
	Iteration 0F: 3 clusters Score -3670302 nChanged 14951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3678758.000000 Penalty: 3375.100830
	Iteration 1F: 3 clusters Score -3678758 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3679348.500000 Penalty: 3375.100830
	Iteration 2Q: 3 clusters Score -3679348 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3680101.000000 Penalty: 3375.100830
	Iteration 3F: 3 clusters Score -3680101 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3681064.750000 Penalty: 3375.100830
	Iteration 4F: 3 clusters Score -3681065 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3682510.250000 Penalty: 3375.100830
	Iteration 5F: 3 clusters Score -3682510 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -3684270.250000 Penalty: 3375.100830
	Iteration 6F: 3 clusters Score -3684270 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -3686093.250000 Penalty: 3375.100830
	Iteration 7F: 3 clusters Score -3686093 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3687524.000000 Penalty: 3375.100830
	Iteration 8F: 3 clusters Score -3687524 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3688353.000000 Penalty: 3375.100830
	Iteration 9Q: 3 clusters Score -3688353 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3688770.750000 Penalty: 3375.100830
	Iteration 10Q: 3 clusters Score -3688771 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3689052.500000 Penalty: 3375.100830
	Iteration 11Q: 3 clusters Score -3689052 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -3689265.500000 Penalty: 3375.100830
	Iteration 12Q: 3 clusters Score -3689266 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3689473.250000 Penalty: 3375.100830
	Iteration 13Q: 3 clusters Score -3689473 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -3689625.000000 Penalty: 3375.100830
	Iteration 14Q: 3 clusters Score -3689625 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3689744.500000 Penalty: 3375.100830
	Iteration 15Q: 3 clusters Score -3689744 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3689835.000000 Penalty: 3375.100830
	Iteration 16Q: 3 clusters Score -3689835 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3689941.250000 Penalty: 3375.100830
	Iteration 17Q: 3 clusters Score -3689941 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -3690036.250000 Penalty: 3375.100830
	Iteration 18Q: 3 clusters Score -3690036 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3690107.250000 Penalty: 3375.100830
	Iteration 19Q: 3 clusters Score -3690107 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -3690163.250000 Penalty: 3375.100830
	Iteration 20F: 3 clusters Score -3690163 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -3690208.250000 Penalty: 3375.100830
	Iteration 21Q: 3 clusters Score -3690208 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -3690266.750000 Penalty: 3375.100830
	Iteration 22Q: 3 clusters Score -3690267 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -3690312.500000 Penalty: 3375.100830
	Iteration 23Q: 3 clusters Score -3690312 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -3690366.500000 Penalty: 3375.100830
	Iteration 24Q: 3 clusters Score -3690366 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -3690401.500000 Penalty: 3375.100830
	Iteration 25Q: 3 clusters Score -3690402 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -3690428.000000 Penalty: 3375.100830
	Iteration 26Q: 3 clusters Score -3690428 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3690449.750000 Penalty: 3375.100830
	Iteration 27Q: 3 clusters Score -3690450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3690474.750000 Penalty: 3375.100830
	Iteration 28Q: 3 clusters Score -3690475 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -3690505.500000 Penalty: 3375.100830
	Iteration 29Q: 3 clusters Score -3690506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -3690514.500000 Penalty: 3375.100830
	Iteration 30Q: 3 clusters Score -3690514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -3690545.500000 Penalty: 3375.100830
	Iteration 31Q: 3 clusters Score -3690546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -3690565.500000 Penalty: 3375.100830
	Iteration 32Q: 3 clusters Score -3690566 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -3690587.000000 Penalty: 3375.100830
	Iteration 33Q: 3 clusters Score -3690587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -3690609.500000 Penalty: 3375.100830
	Iteration 34Q: 3 clusters Score -3690610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -3690604.000000 Penalty: 3375.100830
	Iteration 35Q: 3 clusters Score -3690604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -3690614.750000 Penalty: 3375.100830
	Iteration 36Q: 3 clusters Score -3690615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -3690629.250000 Penalty: 3375.100830
	Iteration 37Q: 3 clusters Score -3690629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3690634.500000 Penalty: 3375.100830
	Iteration 38Q: 3 clusters Score -3690634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -3690647.000000 Penalty: 3375.100830
	Iteration 39Q: 3 clusters Score -3690647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -3690657.250000 Penalty: 3375.100830
	Iteration 40F: 3 clusters Score -3690657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -3690662.250000 Penalty: 3375.100830
	Iteration 41Q: 3 clusters Score -3690662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -3690671.500000 Penalty: 3375.100830
	Iteration 42Q: 3 clusters Score -3690672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -3690675.000000 Penalty: 3375.100830
	Iteration 43Q: 3 clusters Score -3690675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -3690677.500000 Penalty: 3375.100830
	Iteration 44Q: 3 clusters Score -3690678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -3690683.250000 Penalty: 3375.100830
	Iteration 45Q: 3 clusters Score -3690683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -3690679.500000 Penalty: 3375.100830
	Iteration 46Q: 3 clusters Score -3690680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -3690691.500000 Penalty: 3375.100830
	Iteration 47Q: 3 clusters Score -3690692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -3690696.250000 Penalty: 3375.100830
	Iteration 48Q: 3 clusters Score -3690696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -3690701.000000 Penalty: 3375.100830
	Iteration 49Q: 3 clusters Score -3690701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -3690702.000000 Penalty: 3375.100830
	Iteration 50Q: 3 clusters Score -3690702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -3690709.750000 Penalty: 3375.100830
	Iteration 51Q: 3 clusters Score -3690710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -3690710.750000 Penalty: 3375.100830
	Iteration 52Q: 3 clusters Score -3690711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -3690712.500000 Penalty: 3375.100830
	Iteration 53Q: 3 clusters Score -3690712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -3690712.250000 Penalty: 3375.100830
	Iteration 54Q: 3 clusters Score -3690712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -3690711.000000 Penalty: 3375.100830
	Iteration 55Q: 3 clusters Score -3690711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -3690712.500000 Penalty: 3375.100830
	Iteration 56Q: 3 clusters Score -3690712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -3690711.750000 Penalty: 3375.100830
	Iteration 57Q: 3 clusters Score -3690712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -3690709.500000 Penalty: 3375.100830
	Iteration 58Q: 3 clusters Score -3690710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -3690710.250000 Penalty: 3375.100830
	Iteration 59Q: 3 clusters Score -3690710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -3690712.000000 Penalty: 3375.100830
	Iteration 60F: 3 clusters Score -3690712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -3690712.250000 Penalty: 3375.100830
	Iteration 61Q: 3 clusters Score -3690712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -3690709.750000 Penalty: 3375.100830
	Iteration 62Q: 3 clusters Score -3690710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -3690710.750000 Penalty: 3375.100830
	Iteration 63Q: 3 clusters Score -3690711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -3690708.500000 Penalty: 3375.100830
	Iteration 64Q: 3 clusters Score -3690708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -3690708.500000 Penalty: 3375.100830
	Iteration 65F: 3 clusters Score -3690708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Entering Unmasked Estep 
Score: -10572331.000000 Penalty: 1859.574097
	Iteration 0F: 2 clusters Score -1.057233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -10510141.000000 Penalty: 3719.148193
	Iteration 0F: 3 clusters Score -1.051014e+07 nChanged 44686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -10536221.000000 Penalty: 3719.148193
	Iteration 1F: 3 clusters Score -1.053622e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -10537269.000000 Penalty: 3719.148193
	Iteration 2Q: 3 clusters Score -1.053727e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -10538542.000000 Penalty: 3719.148193
	Iteration 3Q: 3 clusters Score -1.053854e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -10540433.000000 Penalty: 3719.148193
	Iteration 4Q: 3 clusters Score -1.054043e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -10543367.000000 Penalty: 3719.148193
	Iteration 5F: 3 clusters Score -1.054337e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61366 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -10547775.000000 Penalty: 3719.148193
	Iteration 6F: 3 clusters Score -1.054778e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -10553324.000000 Penalty: 3719.148193
	Iteration 7F: 3 clusters Score -1.055332e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -10559018.000000 Penalty: 3719.148193
	Iteration 8F: 3 clusters Score -1.055902e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -10564010.000000 Penalty: 3719.148193
	Iteration 9F: 3 clusters Score -1.056401e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -10567500.000000 Penalty: 3719.148193
	Iteration 10Q: 3 clusters Score -1.05675e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82974 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -10569371.000000 Penalty: 3719.148193
	Iteration 11Q: 3 clusters Score -1.056937e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84415 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -10570370.000000 Penalty: 3719.148193
	Iteration 12Q: 3 clusters Score -1.057037e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85462 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -10570953.000000 Penalty: 3719.148193
	Iteration 13Q: 3 clusters Score -1.057095e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -10571329.000000 Penalty: 3719.148193
	Iteration 14Q: 3 clusters Score -1.057133e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -10571568.000000 Penalty: 3719.148193
	Iteration 15Q: 3 clusters Score -1.057157e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -10571698.000000 Penalty: 3719.148193
	Iteration 16Q: 3 clusters Score -1.05717e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87831 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -10571819.000000 Penalty: 3719.148193
	Iteration 17Q: 3 clusters Score -1.057182e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88173 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -10571895.000000 Penalty: 3719.148193
	Iteration 18Q: 3 clusters Score -1.05719e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -10571931.000000 Penalty: 3719.148193
	Iteration 19Q: 3 clusters Score -1.057193e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88618 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -10571963.000000 Penalty: 3719.148193
	Iteration 20F: 3 clusters Score -1.057196e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88787 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -10571997.000000 Penalty: 3719.148193
	Iteration 21Q: 3 clusters Score -1.0572e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88922 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -10572006.000000 Penalty: 3719.148193
	Iteration 22Q: 3 clusters Score -1.057201e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -10572022.000000 Penalty: 3719.148193
	Iteration 23Q: 3 clusters Score -1.057202e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -10572021.000000 Penalty: 3719.148193
	Iteration 24Q: 3 clusters Score -1.057202e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -10572032.000000 Penalty: 3719.148193
	Iteration 25Q: 3 clusters Score -1.057203e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -10572073.000000 Penalty: 3719.148193
	Iteration 26Q: 3 clusters Score -1.057207e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89451 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -10572074.000000 Penalty: 3719.148193
	Iteration 27Q: 3 clusters Score -1.057207e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89531 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -10572083.000000 Penalty: 3719.148193
	Iteration 28Q: 3 clusters Score -1.057208e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89593 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -10572078.000000 Penalty: 3719.148193
	Iteration 29Q: 3 clusters Score -1.057208e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -10572088.000000 Penalty: 3719.148193
	Iteration 30Q: 3 clusters Score -1.057209e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -10572094.000000 Penalty: 3719.148193
	Iteration 31Q: 3 clusters Score -1.057209e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -10572105.000000 Penalty: 3719.148193
	Iteration 32Q: 3 clusters Score -1.05721e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -10572090.000000 Penalty: 3719.148193
	Iteration 33Q: 3 clusters Score -1.057209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -10572101.000000 Penalty: 3719.148193
	Iteration 34Q: 3 clusters Score -1.05721e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -10572100.000000 Penalty: 3719.148193
	Iteration 35Q: 3 clusters Score -1.05721e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -10572107.000000 Penalty: 3719.148193
	Iteration 36Q: 3 clusters Score -1.057211e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -10572111.000000 Penalty: 3719.148193
	Iteration 37Q: 3 clusters Score -1.057211e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89887 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -10572120.000000 Penalty: 3719.148193
	Iteration 38Q: 3 clusters Score -1.057212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -10572133.000000 Penalty: 3719.148193
	Iteration 39Q: 3 clusters Score -1.057213e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89933 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -10572133.000000 Penalty: 3719.148193
	Iteration 40F: 3 clusters Score -1.057213e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89960 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -10572127.000000 Penalty: 3719.148193
	Iteration 41Q: 3 clusters Score -1.057213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -10572117.000000 Penalty: 3719.148193
	Iteration 42Q: 3 clusters Score -1.057212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -10572119.000000 Penalty: 3719.148193
	Iteration 43Q: 3 clusters Score -1.057212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90009 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -10572120.000000 Penalty: 3719.148193
	Iteration 44Q: 3 clusters Score -1.057212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -10572120.000000 Penalty: 3719.148193
	Iteration 45Q: 3 clusters Score -1.057212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -10572111.000000 Penalty: 3719.148193
	Iteration 46Q: 3 clusters Score -1.057211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -10572104.000000 Penalty: 3719.148193
	Iteration 47Q: 3 clusters Score -1.05721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -10572105.000000 Penalty: 3719.148193
	Iteration 48Q: 3 clusters Score -1.05721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -10572106.000000 Penalty: 3719.148193
	Iteration 49Q: 3 clusters Score -1.057211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90046 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -10572116.000000 Penalty: 3719.148193
	Iteration 50Q: 3 clusters Score -1.057212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90048 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -10572110.000000 Penalty: 3719.148193
	Iteration 51Q: 3 clusters Score -1.057211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90052 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -10572110.000000 Penalty: 3719.148193
	Iteration 52Q: 3 clusters Score -1.057211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90054 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -10572113.000000 Penalty: 3719.148193
	Iteration 53Q: 3 clusters Score -1.057211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90056 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -10572115.000000 Penalty: 3719.148193
	Iteration 54Q: 3 clusters Score -1.057212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90056 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -10572115.000000 Penalty: 3719.148193
	Iteration 55F: 3 clusters Score -1.057212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -497936.500000 Penalty: 1369.395508
	Iteration 0F: 2 clusters Score -497936.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -494234.875000 Penalty: 2738.791016
	Iteration 0F: 3 clusters Score -494234.9 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -495269.343750 Penalty: 2738.791016
	Iteration 1F: 3 clusters Score -495269.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -495447.437500 Penalty: 2738.791016
	Iteration 2F: 3 clusters Score -495447.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -495578.875000 Penalty: 2738.791016
	Iteration 3F: 3 clusters Score -495578.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -495684.125000 Penalty: 2738.791016
	Iteration 4Q: 3 clusters Score -495684.1 nChanged 172
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: -495780.718750 Penalty: 2738.791016
	Iteration 5Q: 3 clusters Score -495780.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -495871.062500 Penalty: 2738.791016
	Iteration 6Q: 3 clusters Score -495871.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -495959.000000 Penalty: 2738.791016
	Iteration 7Q: 3 clusters Score -495959 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -496064.593750 Penalty: 2738.791016
	Iteration 8Q: 3 clusters Score -496064.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -496183.437500 Penalty: 2738.791016
	Iteration 9Q: 3 clusters Score -496183.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -496301.906250 Penalty: 2738.791016
	Iteration 10Q: 3 clusters Score -496301.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -496401.375000 Penalty: 2738.791016
	Iteration 11Q: 3 clusters Score -496401.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -496487.187500 Penalty: 2738.791016
	Iteration 12Q: 3 clusters Score -496487.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -496562.156250 Penalty: 2738.791016
	Iteration 13Q: 3 clusters Score -496562.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -496618.812500 Penalty: 2738.791016
	Iteration 14Q: 3 clusters Score -496618.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -496650.906250 Penalty: 2738.791016
	Iteration 15Q: 3 clusters Score -496650.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -496674.343750 Penalty: 2738.791016
	Iteration 16Q: 3 clusters Score -496674.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -496689.093750 Penalty: 2738.791016
	Iteration 17Q: 3 clusters Score -496689.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -496701.468750 Penalty: 2738.791016
	Iteration 18Q: 3 clusters Score -496701.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -496706.062500 Penalty: 2738.791016
	Iteration 19Q: 3 clusters Score -496706.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -496710.375000 Penalty: 2738.791016
	Iteration 20F: 3 clusters Score -496710.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -496715.656250 Penalty: 2738.791016
	Iteration 21Q: 3 clusters Score -496715.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -496720.093750 Penalty: 2738.791016
	Iteration 22Q: 3 clusters Score -496720.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -496722.562500 Penalty: 2738.791016
	Iteration 23Q: 3 clusters Score -496722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -496724.687500 Penalty: 2738.791016
	Iteration 24Q: 3 clusters Score -496724.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -496725.937500 Penalty: 2738.791016
	Iteration 25Q: 3 clusters Score -496725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -496730.437500 Penalty: 2738.791016
	Iteration 26Q: 3 clusters Score -496730.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -496735.843750 Penalty: 2738.791016
	Iteration 27Q: 3 clusters Score -496735.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -496744.187500 Penalty: 2738.791016
	Iteration 28Q: 3 clusters Score -496744.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -496746.718750 Penalty: 2738.791016
	Iteration 29Q: 3 clusters Score -496746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -496749.343750 Penalty: 2738.791016
	Iteration 30Q: 3 clusters Score -496749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -496751.093750 Penalty: 2738.791016
	Iteration 31Q: 3 clusters Score -496751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -496756.281250 Penalty: 2738.791016
	Iteration 32Q: 3 clusters Score -496756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -496759.718750 Penalty: 2738.791016
	Iteration 33Q: 3 clusters Score -496759.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -496768.281250 Penalty: 2738.791016
	Iteration 34Q: 3 clusters Score -496768.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -496775.406250 Penalty: 2738.791016
	Iteration 35Q: 3 clusters Score -496775.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -496785.843750 Penalty: 2738.791016
	Iteration 36Q: 3 clusters Score -496785.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -496798.281250 Penalty: 2738.791016
	Iteration 37Q: 3 clusters Score -496798.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -496799.250000 Penalty: 2738.791016
	Iteration 38Q: 3 clusters Score -496799.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -496802.625000 Penalty: 2738.791016
	Iteration 39Q: 3 clusters Score -496802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -496809.218750 Penalty: 2738.791016
	Iteration 40F: 3 clusters Score -496809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -496812.156250 Penalty: 2738.791016
	Iteration 41Q: 3 clusters Score -496812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -496812.937500 Penalty: 2738.791016
	Iteration 42Q: 3 clusters Score -496812.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -496812.937500 Penalty: 2738.791016
	Iteration 43F: 3 clusters Score -496812.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Entering Unmasked Estep 
Score: -1124618.125000 Penalty: 1491.328003
	Iteration 0F: 2 clusters Score -1124618 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 4886 members 
Entering Unmasked Estep 
Score: -1117650.375000 Penalty: 2982.656006
	Iteration 0F: 3 clusters Score -1117650 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1119923.250000 Penalty: 2982.656006
	Iteration 1F: 3 clusters Score -1119923 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1120252.375000 Penalty: 2982.656006
	Iteration 2F: 3 clusters Score -1120252 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1120648.125000 Penalty: 2982.656006
	Iteration 3F: 3 clusters Score -1120648 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1121084.125000 Penalty: 2982.656006
	Iteration 4F: 3 clusters Score -1121084 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1121578.750000 Penalty: 2982.656006
	Iteration 5F: 3 clusters Score -1121579 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1122078.125000 Penalty: 2982.656006
	Iteration 6F: 3 clusters Score -1122078 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1122545.375000 Penalty: 2982.656006
	Iteration 7F: 3 clusters Score -1122545 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1122982.000000 Penalty: 2982.656006
	Iteration 8F: 3 clusters Score -1122982 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1123339.000000 Penalty: 2982.656006
	Iteration 9Q: 3 clusters Score -1123339 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1123572.000000 Penalty: 2982.656006
	Iteration 10Q: 3 clusters Score -1123572 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1123706.625000 Penalty: 2982.656006
	Iteration 11Q: 3 clusters Score -1123707 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1123802.750000 Penalty: 2982.656006
	Iteration 12Q: 3 clusters Score -1123803 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1123878.500000 Penalty: 2982.656006
	Iteration 13Q: 3 clusters Score -1123878 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1123921.250000 Penalty: 2982.656006
	Iteration 14Q: 3 clusters Score -1123921 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1123938.375000 Penalty: 2982.656006
	Iteration 15Q: 3 clusters Score -1123938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1123951.375000 Penalty: 2982.656006
	Iteration 16Q: 3 clusters Score -1123951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1123961.250000 Penalty: 2982.656006
	Iteration 17Q: 3 clusters Score -1123961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1123970.250000 Penalty: 2982.656006
	Iteration 18Q: 3 clusters Score -1123970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1123972.000000 Penalty: 2982.656006
	Iteration 19Q: 3 clusters Score -1123972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1123975.875000 Penalty: 2982.656006
	Iteration 20F: 3 clusters Score -1123976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1123977.625000 Penalty: 2982.656006
	Iteration 21Q: 3 clusters Score -1123978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1123980.500000 Penalty: 2982.656006
	Iteration 22Q: 3 clusters Score -1123980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1123982.125000 Penalty: 2982.656006
	Iteration 23Q: 3 clusters Score -1123982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1123985.125000 Penalty: 2982.656006
	Iteration 24Q: 3 clusters Score -1123985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1123987.875000 Penalty: 2982.656006
	Iteration 25Q: 3 clusters Score -1123988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1123988.250000 Penalty: 2982.656006
	Iteration 26Q: 3 clusters Score -1123988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1123989.875000 Penalty: 2982.656006
	Iteration 27Q: 3 clusters Score -1123990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1123986.875000 Penalty: 2982.656006
	Iteration 28Q: 3 clusters Score -1123987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1123986.875000 Penalty: 2982.656006
	Iteration 29F: 3 clusters Score -1123987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 86172 members 
Mstep: Class 3 contains 13814 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15661 members 
Mstep: Class 6 contains 84595 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176022 members 
Mstep: Class 9 contains 48379 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95034 members 
Mstep: Class 12 contains 79224 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40661 members 
Mstep: Class 18 contains 5040 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93296 members 
Mstep: Class 22 contains 4569 members 
Mstep: Class 23 contains 9676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100056.000000 Penalty: 51286.125000
Iteration 199Q: 24 clusters Score -1.021001e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 75696 members 
Mstep: Class 2 contains 86116 members 
Mstep: Class 3 contains 13811 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15659 members 
Mstep: Class 6 contains 84527 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176022 members 
Mstep: Class 9 contains 48379 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95027 members 
Mstep: Class 12 contains 79202 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40654 members 
Mstep: Class 18 contains 5039 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93297 members 
Mstep: Class 22 contains 4578 members 
Mstep: Class 23 contains 9648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100160.000000 Penalty: 51286.125000
Iteration 200F: 24 clusters Score -1.021002e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 86102 members 
Mstep: Class 3 contains 13797 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15658 members 
Mstep: Class 6 contains 84473 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176021 members 
Mstep: Class 9 contains 48380 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95018 members 
Mstep: Class 12 contains 79152 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40650 members 
Mstep: Class 18 contains 5038 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4584 members 
Mstep: Class 23 contains 9618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100200.000000 Penalty: 51286.125000
Iteration 201Q: 24 clusters Score -1.021002e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 76063 members 
Mstep: Class 2 contains 86058 members 
Mstep: Class 3 contains 13789 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15655 members 
Mstep: Class 6 contains 84421 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176022 members 
Mstep: Class 9 contains 48379 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95012 members 
Mstep: Class 12 contains 79105 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40642 members 
Mstep: Class 18 contains 5036 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4591 members 
Mstep: Class 23 contains 9584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100128.000000 Penalty: 51286.125000
Iteration 202Q: 24 clusters Score -1.021001e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 86033 members 
Mstep: Class 3 contains 13785 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15653 members 
Mstep: Class 6 contains 84371 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176020 members 
Mstep: Class 9 contains 48380 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95016 members 
Mstep: Class 12 contains 79039 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40636 members 
Mstep: Class 18 contains 5033 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4600 members 
Mstep: Class 23 contains 9542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099984.000000 Penalty: 51286.125000
Iteration 203Q: 24 clusters Score -1.021e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 86016 members 
Mstep: Class 3 contains 13779 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15651 members 
Mstep: Class 6 contains 84335 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176016 members 
Mstep: Class 9 contains 48380 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95016 members 
Mstep: Class 12 contains 78965 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40632 members 
Mstep: Class 18 contains 5032 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4608 members 
Mstep: Class 23 contains 9501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099912.000000 Penalty: 51286.125000
Iteration 204Q: 24 clusters Score -1.020999e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 86020 members 
Mstep: Class 3 contains 13769 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15656 members 
Mstep: Class 6 contains 84276 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176013 members 
Mstep: Class 9 contains 48380 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95019 members 
Mstep: Class 12 contains 78932 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40630 members 
Mstep: Class 18 contains 5033 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93299 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 9446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099904.000000 Penalty: 51286.125000
Iteration 205Q: 24 clusters Score -1.020999e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 85990 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15659 members 
Mstep: Class 6 contains 84253 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176015 members 
Mstep: Class 9 contains 48380 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95018 members 
Mstep: Class 12 contains 78858 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5031 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32369 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4615 members 
Mstep: Class 23 contains 9407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099904.000000 Penalty: 51286.125000
Iteration 206Q: 24 clusters Score -1.020999e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 76896 members 
Mstep: Class 2 contains 85958 members 
Mstep: Class 3 contains 13765 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15657 members 
Mstep: Class 6 contains 84234 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176013 members 
Mstep: Class 9 contains 48381 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95011 members 
Mstep: Class 12 contains 78797 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5031 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4617 members 
Mstep: Class 23 contains 9370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099872.000000 Penalty: 51286.125000
Iteration 207Q: 24 clusters Score -1.020999e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 77025 members 
Mstep: Class 2 contains 85939 members 
Mstep: Class 3 contains 13747 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15656 members 
Mstep: Class 6 contains 84219 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176010 members 
Mstep: Class 9 contains 48382 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95008 members 
Mstep: Class 12 contains 78763 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40627 members 
Mstep: Class 18 contains 5032 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 9329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099728.000000 Penalty: 51286.125000
Iteration 208Q: 24 clusters Score -1.020997e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 85931 members 
Mstep: Class 3 contains 13733 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15652 members 
Mstep: Class 6 contains 84207 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176008 members 
Mstep: Class 9 contains 48383 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95006 members 
Mstep: Class 12 contains 78720 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 9280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099448.000000 Penalty: 51286.125000
Iteration 209Q: 24 clusters Score -1.020994e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 85933 members 
Mstep: Class 3 contains 13724 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15650 members 
Mstep: Class 6 contains 84187 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176008 members 
Mstep: Class 9 contains 48383 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95012 members 
Mstep: Class 12 contains 78681 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5031 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93299 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099424.000000 Penalty: 51286.125000
Iteration 210Q: 24 clusters Score -1.020994e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 85925 members 
Mstep: Class 3 contains 13707 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15644 members 
Mstep: Class 6 contains 84212 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176008 members 
Mstep: Class 9 contains 48384 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95010 members 
Mstep: Class 12 contains 78624 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5031 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93299 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 9168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099416.000000 Penalty: 51286.125000
Iteration 211Q: 24 clusters Score -1.020994e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 85889 members 
Mstep: Class 3 contains 13690 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15641 members 
Mstep: Class 6 contains 84238 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176008 members 
Mstep: Class 9 contains 48385 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95015 members 
Mstep: Class 12 contains 78568 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5027 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93300 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 9121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099544.000000 Penalty: 51286.125000
Iteration 212Q: 24 clusters Score -1.020995e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 85871 members 
Mstep: Class 3 contains 13677 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15636 members 
Mstep: Class 6 contains 84260 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176007 members 
Mstep: Class 9 contains 48387 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95018 members 
Mstep: Class 12 contains 78512 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5026 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93299 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 9067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099464.000000 Penalty: 51286.125000
Iteration 213Q: 24 clusters Score -1.020995e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 77769 members 
Mstep: Class 2 contains 85846 members 
Mstep: Class 3 contains 13653 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15638 members 
Mstep: Class 6 contains 84284 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48388 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95017 members 
Mstep: Class 12 contains 78463 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5025 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93299 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 9018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099440.000000 Penalty: 51286.125000
Iteration 214Q: 24 clusters Score -1.020994e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 77902 members 
Mstep: Class 2 contains 85808 members 
Mstep: Class 3 contains 13641 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15634 members 
Mstep: Class 6 contains 84281 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176007 members 
Mstep: Class 9 contains 48388 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95007 members 
Mstep: Class 12 contains 78454 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5026 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93299 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 8960 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 215Q: 24 clusters Score -1.020995e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 2 contains 85785 members 
Mstep: Class 3 contains 13634 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15622 members 
Mstep: Class 6 contains 84276 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176005 members 
Mstep: Class 9 contains 48387 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 94994 members 
Mstep: Class 12 contains 78464 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5028 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32369 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 8891 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 24 clusters Score -1.020996e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78095 members 
Mstep: Class 2 contains 85766 members 
Mstep: Class 3 contains 13626 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15616 members 
Mstep: Class 6 contains 84263 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176003 members 
Mstep: Class 9 contains 48386 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 94986 members 
Mstep: Class 12 contains 78497 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5026 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32369 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 8841 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 217Q: 24 clusters Score -1.020997e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78138 members 
Mstep: Class 2 contains 85749 members 
Mstep: Class 3 contains 13614 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15614 members 
Mstep: Class 6 contains 84264 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176002 members 
Mstep: Class 9 contains 48388 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 94980 members 
Mstep: Class 12 contains 78518 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5026 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93299 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 8813 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 218Q: 24 clusters Score -1.020996e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 85720 members 
Mstep: Class 3 contains 13594 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15611 members 
Mstep: Class 6 contains 84281 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176001 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 94983 members 
Mstep: Class 12 contains 78527 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5028 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93300 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 8786 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 219Q: 24 clusters Score -1.020996e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78239 members 
Mstep: Class 2 contains 85676 members 
Mstep: Class 3 contains 13590 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15612 members 
Mstep: Class 6 contains 84282 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176001 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 94986 members 
Mstep: Class 12 contains 78533 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5029 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93300 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 8768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099584.000000 Penalty: 51286.125000
Iteration 220F: 24 clusters Score -1.020996e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78262 members 
Mstep: Class 2 contains 85667 members 
Mstep: Class 3 contains 13580 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15613 members 
Mstep: Class 6 contains 84284 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175999 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 94990 members 
Mstep: Class 12 contains 78538 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5032 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93300 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 8748 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 221Q: 24 clusters Score -1.020996e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78304 members 
Mstep: Class 2 contains 85637 members 
Mstep: Class 3 contains 13568 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15612 members 
Mstep: Class 6 contains 84279 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175999 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95000 members 
Mstep: Class 12 contains 78560 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93299 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 8725 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 222Q: 24 clusters Score -1.020995e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78336 members 
Mstep: Class 2 contains 85624 members 
Mstep: Class 3 contains 13559 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15611 members 
Mstep: Class 6 contains 84283 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175999 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95007 members 
Mstep: Class 12 contains 78565 members 
Mstep: Class 13 contains 3155 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5029 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93299 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 8701 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 223Q: 24 clusters Score -1.020995e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78347 members 
Mstep: Class 2 contains 85636 members 
Mstep: Class 3 contains 13550 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15609 members 
Mstep: Class 6 contains 84252 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175999 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95005 members 
Mstep: Class 12 contains 78603 members 
Mstep: Class 13 contains 3156 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5029 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93299 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 224Q: 24 clusters Score -1.020995e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78365 members 
Mstep: Class 2 contains 85634 members 
Mstep: Class 3 contains 13541 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15597 members 
Mstep: Class 6 contains 84221 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175999 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95008 members 
Mstep: Class 12 contains 78648 members 
Mstep: Class 13 contains 3156 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93299 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8670 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 225Q: 24 clusters Score -1.020995e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78379 members 
Mstep: Class 2 contains 85638 members 
Mstep: Class 3 contains 13533 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15591 members 
Mstep: Class 6 contains 84199 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176001 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95008 members 
Mstep: Class 12 contains 78681 members 
Mstep: Class 13 contains 3156 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5031 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8653 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 226Q: 24 clusters Score -1.020995e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 85636 members 
Mstep: Class 3 contains 13525 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15586 members 
Mstep: Class 6 contains 84183 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176000 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95003 members 
Mstep: Class 12 contains 78710 members 
Mstep: Class 13 contains 3155 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5031 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8641 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 227Q: 24 clusters Score -1.020995e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78401 members 
Mstep: Class 2 contains 85633 members 
Mstep: Class 3 contains 13518 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15582 members 
Mstep: Class 6 contains 84136 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175999 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95001 members 
Mstep: Class 12 contains 78789 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8628 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 228Q: 24 clusters Score -1.020996e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78398 members 
Mstep: Class 2 contains 85631 members 
Mstep: Class 3 contains 13509 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15580 members 
Mstep: Class 6 contains 84098 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175999 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95005 members 
Mstep: Class 12 contains 78850 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8617 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 229Q: 24 clusters Score -1.020996e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 85632 members 
Mstep: Class 3 contains 13497 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15574 members 
Mstep: Class 6 contains 84077 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95013 members 
Mstep: Class 12 contains 78901 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5025 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93297 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8601 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 230Q: 24 clusters Score -1.020995e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 85629 members 
Mstep: Class 3 contains 13484 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15570 members 
Mstep: Class 6 contains 84060 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95014 members 
Mstep: Class 12 contains 78953 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5022 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8579 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 231Q: 24 clusters Score -1.020995e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 85637 members 
Mstep: Class 3 contains 13485 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15566 members 
Mstep: Class 6 contains 84037 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95025 members 
Mstep: Class 12 contains 78964 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 853 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5021 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8557 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 232Q: 24 clusters Score -1.020994e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 85636 members 
Mstep: Class 3 contains 13486 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 83999 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175996 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95033 members 
Mstep: Class 12 contains 79003 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5019 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32367 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8528 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 233Q: 24 clusters Score -1.020995e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78495 members 
Mstep: Class 2 contains 85636 members 
Mstep: Class 3 contains 13484 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 83971 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175996 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95034 members 
Mstep: Class 12 contains 79012 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26797 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5019 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32368 members 
Mstep: Class 21 contains 93297 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8501 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 234Q: 24 clusters Score -1.020996e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 85650 members 
Mstep: Class 3 contains 13476 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15580 members 
Mstep: Class 6 contains 83946 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95039 members 
Mstep: Class 12 contains 79006 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26799 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32366 members 
Mstep: Class 21 contains 93296 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8470 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 235Q: 24 clusters Score -1.020995e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 85674 members 
Mstep: Class 3 contains 13467 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15583 members 
Mstep: Class 6 contains 83939 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95039 members 
Mstep: Class 12 contains 78976 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32363 members 
Mstep: Class 21 contains 93296 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8444 members 
Entering Unmasked Estep 
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Iteration 236Q: 24 clusters Score -1.020995e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78623 members 
Mstep: Class 2 contains 85678 members 
Mstep: Class 3 contains 13459 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15579 members 
Mstep: Class 6 contains 83926 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95045 members 
Mstep: Class 12 contains 78976 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5016 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32362 members 
Mstep: Class 21 contains 93297 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099416.000000 Penalty: 51286.125000
Iteration 237Q: 24 clusters Score -1.020994e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78652 members 
Mstep: Class 2 contains 85694 members 
Mstep: Class 3 contains 13450 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15578 members 
Mstep: Class 6 contains 83903 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175999 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78977 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5015 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32361 members 
Mstep: Class 21 contains 93297 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099480.000000 Penalty: 51286.125000
Iteration 238Q: 24 clusters Score -1.020995e+08 nChanged 251
Entering ConstructFrom: 
Score: -102099480.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (78684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Entering Unmasked Estep 
Score: -9145846.000000 Penalty: 1831.894287
	Iteration 0F: 2 clusters Score -9145846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -9093334.000000 Penalty: 3663.788574
	Iteration 0F: 3 clusters Score -9093334 nChanged 37345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -9114675.000000 Penalty: 3663.788574
	Iteration 1F: 3 clusters Score -9114675 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -9115076.000000 Penalty: 3663.788574
	Iteration 2Q: 3 clusters Score -9115076 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -9115637.000000 Penalty: 3663.788574
	Iteration 3Q: 3 clusters Score -9115637 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -9116330.000000 Penalty: 3663.788574
	Iteration 4Q: 3 clusters Score -9116330 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -9117424.000000 Penalty: 3663.788574
	Iteration 5Q: 3 clusters Score -9117424 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -9119565.000000 Penalty: 3663.788574
	Iteration 6F: 3 clusters Score -9119565 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -9123260.000000 Penalty: 3663.788574
	Iteration 7F: 3 clusters Score -9123260 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -9128963.000000 Penalty: 3663.788574
	Iteration 8F: 3 clusters Score -9128963 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70344 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -9135799.000000 Penalty: 3663.788574
	Iteration 9F: 3 clusters Score -9135799 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75361 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -9140963.000000 Penalty: 3663.788574
	Iteration 10F: 3 clusters Score -9140963 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9143300.000000 Penalty: 3663.788574
	Iteration 11Q: 3 clusters Score -9143300 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9143904.000000 Penalty: 3663.788574
	Iteration 12Q: 3 clusters Score -9143904 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9144108.000000 Penalty: 3663.788574
	Iteration 13Q: 3 clusters Score -9144108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9144203.000000 Penalty: 3663.788574
	Iteration 14Q: 3 clusters Score -9144203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9144235.000000 Penalty: 3663.788574
	Iteration 15Q: 3 clusters Score -9144235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78576 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9144251.000000 Penalty: 3663.788574
	Iteration 16Q: 3 clusters Score -9144251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78579 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9144264.000000 Penalty: 3663.788574
	Iteration 17Q: 3 clusters Score -9144264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78581 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9144266.000000 Penalty: 3663.788574
	Iteration 18Q: 3 clusters Score -9144266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9144273.000000 Penalty: 3663.788574
	Iteration 19Q: 3 clusters Score -9144273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78581 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9144271.000000 Penalty: 3663.788574
	Iteration 20F: 3 clusters Score -9144271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9144276.000000 Penalty: 3663.788574
	Iteration 21Q: 3 clusters Score -9144276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78584 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9144279.000000 Penalty: 3663.788574
	Iteration 22Q: 3 clusters Score -9144279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78583 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9144280.000000 Penalty: 3663.788574
	Iteration 23Q: 3 clusters Score -9144280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78582 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9144283.000000 Penalty: 3663.788574
	Iteration 24Q: 3 clusters Score -9144283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78583 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9144281.000000 Penalty: 3663.788574
	Iteration 25Q: 3 clusters Score -9144281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78585 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9144287.000000 Penalty: 3663.788574
	Iteration 26Q: 3 clusters Score -9144287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78588 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9144289.000000 Penalty: 3663.788574
	Iteration 27Q: 3 clusters Score -9144289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9144295.000000 Penalty: 3663.788574
	Iteration 28Q: 3 clusters Score -9144295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9144295.000000 Penalty: 3663.788574
	Iteration 29F: 3 clusters Score -9144295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (85698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85698 members 
Entering Unmasked Estep 
Score: -10005404.000000 Penalty: 1845.770020
	Iteration 0F: 2 clusters Score -1.00054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -9948797.000000 Penalty: 3691.540039
	Iteration 0F: 3 clusters Score -9948797 nChanged 40913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -9972092.000000 Penalty: 3691.540039
	Iteration 1F: 3 clusters Score -9972092 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -9972507.000000 Penalty: 3691.540039
	Iteration 2Q: 3 clusters Score -9972507 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -9973057.000000 Penalty: 3691.540039
	Iteration 3Q: 3 clusters Score -9973057 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -9973794.000000 Penalty: 3691.540039
	Iteration 4Q: 3 clusters Score -9973794 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -9975250.000000 Penalty: 3691.540039
	Iteration 5Q: 3 clusters Score -9975250 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -9978036.000000 Penalty: 3691.540039
	Iteration 6F: 3 clusters Score -9978036 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 64120 members 
Entering Unmasked Estep 
Score: -9983126.000000 Penalty: 3691.540039
	Iteration 7F: 3 clusters Score -9983126 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -9990760.000000 Penalty: 3691.540039
	Iteration 8F: 3 clusters Score -9990760 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -9998184.000000 Penalty: 3691.540039
	Iteration 9F: 3 clusters Score -9998184 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 83912 members 
Entering Unmasked Estep 
Score: -10002115.000000 Penalty: 3691.540039
	Iteration 10Q: 3 clusters Score -1.000212e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -10003280.000000 Penalty: 3691.540039
	Iteration 11Q: 3 clusters Score -1.000328e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -10003623.000000 Penalty: 3691.540039
	Iteration 12Q: 3 clusters Score -1.000362e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 85587 members 
Entering Unmasked Estep 
Score: -10003713.000000 Penalty: 3691.540039
	Iteration 13Q: 3 clusters Score -1.000371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 85595 members 
Entering Unmasked Estep 
Score: -10003727.000000 Penalty: 3691.540039
	Iteration 14Q: 3 clusters Score -1.000373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -10003743.000000 Penalty: 3691.540039
	Iteration 15Q: 3 clusters Score -1.000374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 85603 members 
Entering Unmasked Estep 
Score: -10003749.000000 Penalty: 3691.540039
	Iteration 16Q: 3 clusters Score -1.000375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85606 members 
Entering Unmasked Estep 
Score: -10003751.000000 Penalty: 3691.540039
	Iteration 17Q: 3 clusters Score -1.000375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85608 members 
Entering Unmasked Estep 
Score: -10003752.000000 Penalty: 3691.540039
	Iteration 18Q: 3 clusters Score -1.000375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85608 members 
Entering Unmasked Estep 
Score: -10003752.000000 Penalty: 3691.540039
	Iteration 19F: 3 clusters Score -1.000375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Entering Unmasked Estep 
Score: -1556644.500000 Penalty: 1544.747681
	Iteration 0F: 2 clusters Score -1556644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1547204.375000 Penalty: 3089.495361
	Iteration 0F: 3 clusters Score -1547204 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1550420.125000 Penalty: 3089.495361
	Iteration 1F: 3 clusters Score -1550420 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1550619.375000 Penalty: 3089.495361
	Iteration 2Q: 3 clusters Score -1550619 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1550783.125000 Penalty: 3089.495361
	Iteration 3Q: 3 clusters Score -1550783 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1550968.375000 Penalty: 3089.495361
	Iteration 4Q: 3 clusters Score -1550968 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1551192.500000 Penalty: 3089.495361
	Iteration 5Q: 3 clusters Score -1551192 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1551481.375000 Penalty: 3089.495361
	Iteration 6Q: 3 clusters Score -1551481 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1551869.000000 Penalty: 3089.495361
	Iteration 7F: 3 clusters Score -1551869 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1552386.250000 Penalty: 3089.495361
	Iteration 8F: 3 clusters Score -1552386 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1553095.625000 Penalty: 3089.495361
	Iteration 9F: 3 clusters Score -1553096 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1553875.625000 Penalty: 3089.495361
	Iteration 10F: 3 clusters Score -1553876 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1554560.500000 Penalty: 3089.495361
	Iteration 11F: 3 clusters Score -1554560 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1554974.500000 Penalty: 3089.495361
	Iteration 12Q: 3 clusters Score -1554974 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1555163.375000 Penalty: 3089.495361
	Iteration 13Q: 3 clusters Score -1555163 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1555254.375000 Penalty: 3089.495361
	Iteration 14Q: 3 clusters Score -1555254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1555299.250000 Penalty: 3089.495361
	Iteration 15Q: 3 clusters Score -1555299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1555325.000000 Penalty: 3089.495361
	Iteration 16Q: 3 clusters Score -1555325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1555348.125000 Penalty: 3089.495361
	Iteration 17Q: 3 clusters Score -1555348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1555365.625000 Penalty: 3089.495361
	Iteration 18Q: 3 clusters Score -1555366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1555382.625000 Penalty: 3089.495361
	Iteration 19Q: 3 clusters Score -1555383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1555387.375000 Penalty: 3089.495361
	Iteration 20F: 3 clusters Score -1555387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1555390.500000 Penalty: 3089.495361
	Iteration 21Q: 3 clusters Score -1555390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1555392.875000 Penalty: 3089.495361
	Iteration 22Q: 3 clusters Score -1555393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1555393.750000 Penalty: 3089.495361
	Iteration 23Q: 3 clusters Score -1555394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1555397.000000 Penalty: 3089.495361
	Iteration 24Q: 3 clusters Score -1555397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1555397.875000 Penalty: 3089.495361
	Iteration 25Q: 3 clusters Score -1555398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1555397.875000 Penalty: 3089.495361
	Iteration 26F: 3 clusters Score -1555398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Entering Unmasked Estep 
Score: -1135099.500000 Penalty: 1495.276733
	Iteration 0F: 2 clusters Score -1135100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1128016.625000 Penalty: 2990.553467
	Iteration 0F: 3 clusters Score -1128017 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1130267.500000 Penalty: 2990.553467
	Iteration 1F: 3 clusters Score -1130268 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1130461.500000 Penalty: 2990.553467
	Iteration 2F: 3 clusters Score -1130462 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1130638.750000 Penalty: 2990.553467
	Iteration 3Q: 3 clusters Score -1130639 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1130783.000000 Penalty: 2990.553467
	Iteration 4Q: 3 clusters Score -1130783 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1130925.625000 Penalty: 2990.553467
	Iteration 5Q: 3 clusters Score -1130926 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1131074.875000 Penalty: 2990.553467
	Iteration 6Q: 3 clusters Score -1131075 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1131223.125000 Penalty: 2990.553467
	Iteration 7Q: 3 clusters Score -1131223 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1131364.875000 Penalty: 2990.553467
	Iteration 8Q: 3 clusters Score -1131365 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1131521.500000 Penalty: 2990.553467
	Iteration 9Q: 3 clusters Score -1131522 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1131681.250000 Penalty: 2990.553467
	Iteration 10Q: 3 clusters Score -1131681 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1131864.750000 Penalty: 2990.553467
	Iteration 11Q: 3 clusters Score -1131865 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1132099.625000 Penalty: 2990.553467
	Iteration 12Q: 3 clusters Score -1132100 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1132399.625000 Penalty: 2990.553467
	Iteration 13Q: 3 clusters Score -1132400 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1132732.125000 Penalty: 2990.553467
	Iteration 14Q: 3 clusters Score -1132732 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1133032.250000 Penalty: 2990.553467
	Iteration 15Q: 3 clusters Score -1133032 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1133257.500000 Penalty: 2990.553467
	Iteration 16Q: 3 clusters Score -1133258 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1133394.500000 Penalty: 2990.553467
	Iteration 17Q: 3 clusters Score -1133394 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1133470.625000 Penalty: 2990.553467
	Iteration 18Q: 3 clusters Score -1133471 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1133529.625000 Penalty: 2990.553467
	Iteration 19Q: 3 clusters Score -1133530 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1133574.625000 Penalty: 2990.553467
	Iteration 20F: 3 clusters Score -1133575 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1133596.375000 Penalty: 2990.553467
	Iteration 21Q: 3 clusters Score -1133596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1133618.375000 Penalty: 2990.553467
	Iteration 22Q: 3 clusters Score -1133618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1133631.750000 Penalty: 2990.553467
	Iteration 23Q: 3 clusters Score -1133632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1133643.625000 Penalty: 2990.553467
	Iteration 24Q: 3 clusters Score -1133644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1133652.750000 Penalty: 2990.553467
	Iteration 25Q: 3 clusters Score -1133653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1133659.625000 Penalty: 2990.553467
	Iteration 26Q: 3 clusters Score -1133660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1133658.125000 Penalty: 2990.553467
	Iteration 27Q: 3 clusters Score -1133658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1133659.125000 Penalty: 2990.553467
	Iteration 28Q: 3 clusters Score -1133659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1133665.250000 Penalty: 2990.553467
	Iteration 29Q: 3 clusters Score -1133665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1133669.000000 Penalty: 2990.553467
	Iteration 30Q: 3 clusters Score -1133669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1133670.500000 Penalty: 2990.553467
	Iteration 31Q: 3 clusters Score -1133670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1133673.875000 Penalty: 2990.553467
	Iteration 32Q: 3 clusters Score -1133674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1133675.750000 Penalty: 2990.553467
	Iteration 33Q: 3 clusters Score -1133676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1133675.875000 Penalty: 2990.553467
	Iteration 34Q: 3 clusters Score -1133676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1133675.875000 Penalty: 2990.553467
	Iteration 35Q: 3 clusters Score -1133676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1133673.750000 Penalty: 2990.553467
	Iteration 36Q: 3 clusters Score -1133674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1133674.875000 Penalty: 2990.553467
	Iteration 37Q: 3 clusters Score -1133675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1133674.375000 Penalty: 2990.553467
	Iteration 38Q: 3 clusters Score -1133674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1133674.500000 Penalty: 2990.553467
	Iteration 39Q: 3 clusters Score -1133674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1133674.500000 Penalty: 2990.553467
	Iteration 40F: 3 clusters Score -1133674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Entering Unmasked Estep 
Score: -1728413.250000 Penalty: 1568.649780
	Iteration 0F: 2 clusters Score -1728413 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 7817 members 
Entering Unmasked Estep 
Score: -1717607.500000 Penalty: 3137.299561
	Iteration 0F: 3 clusters Score -1717608 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1721285.000000 Penalty: 3137.299561
	Iteration 1F: 3 clusters Score -1721285 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1721526.125000 Penalty: 3137.299561
	Iteration 2Q: 3 clusters Score -1721526 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1721694.750000 Penalty: 3137.299561
	Iteration 3Q: 3 clusters Score -1721695 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1721865.375000 Penalty: 3137.299561
	Iteration 4Q: 3 clusters Score -1721865 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1722053.000000 Penalty: 3137.299561
	Iteration 5Q: 3 clusters Score -1722053 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1722260.250000 Penalty: 3137.299561
	Iteration 6Q: 3 clusters Score -1722260 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1722535.500000 Penalty: 3137.299561
	Iteration 7Q: 3 clusters Score -1722536 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1722907.625000 Penalty: 3137.299561
	Iteration 8Q: 3 clusters Score -1722908 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1723442.875000 Penalty: 3137.299561
	Iteration 9F: 3 clusters Score -1723443 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1724205.875000 Penalty: 3137.299561
	Iteration 10F: 3 clusters Score -1724206 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1725066.000000 Penalty: 3137.299561
	Iteration 11F: 3 clusters Score -1725066 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1725869.000000 Penalty: 3137.299561
	Iteration 12F: 3 clusters Score -1725869 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1726432.375000 Penalty: 3137.299561
	Iteration 13Q: 3 clusters Score -1726432 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1726743.125000 Penalty: 3137.299561
	Iteration 14Q: 3 clusters Score -1726743 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1726867.250000 Penalty: 3137.299561
	Iteration 15Q: 3 clusters Score -1726867 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1726955.125000 Penalty: 3137.299561
	Iteration 16Q: 3 clusters Score -1726955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1727001.375000 Penalty: 3137.299561
	Iteration 17Q: 3 clusters Score -1727001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1727035.625000 Penalty: 3137.299561
	Iteration 18Q: 3 clusters Score -1727036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1727049.125000 Penalty: 3137.299561
	Iteration 19Q: 3 clusters Score -1727049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1727063.625000 Penalty: 3137.299561
	Iteration 20F: 3 clusters Score -1727064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1727064.125000 Penalty: 3137.299561
	Iteration 21Q: 3 clusters Score -1727064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1727064.125000 Penalty: 3137.299561
	Iteration 22F: 3 clusters Score -1727064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (83884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Entering Unmasked Estep 
Score: -9738927.000000 Penalty: 1842.293457
	Iteration 0F: 2 clusters Score -9738927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -9683591.000000 Penalty: 3684.586914
	Iteration 0F: 3 clusters Score -9683591 nChanged 39971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -9706374.000000 Penalty: 3684.586914
	Iteration 1F: 3 clusters Score -9706374 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -9707140.000000 Penalty: 3684.586914
	Iteration 2Q: 3 clusters Score -9707140 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -9708128.000000 Penalty: 3684.586914
	Iteration 3Q: 3 clusters Score -9708128 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -9709747.000000 Penalty: 3684.586914
	Iteration 4Q: 3 clusters Score -9709747 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -9712596.000000 Penalty: 3684.586914
	Iteration 5F: 3 clusters Score -9712596 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -9717126.000000 Penalty: 3684.586914
	Iteration 6F: 3 clusters Score -9717126 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -9722982.000000 Penalty: 3684.586914
	Iteration 7F: 3 clusters Score -9722982 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -9728501.000000 Penalty: 3684.586914
	Iteration 8F: 3 clusters Score -9728501 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -9732431.000000 Penalty: 3684.586914
	Iteration 9Q: 3 clusters Score -9732431 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79710 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -9734656.000000 Penalty: 3684.586914
	Iteration 10Q: 3 clusters Score -9734656 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -9735788.000000 Penalty: 3684.586914
	Iteration 11Q: 3 clusters Score -9735788 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9736355.000000 Penalty: 3684.586914
	Iteration 12Q: 3 clusters Score -9736355 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9736675.000000 Penalty: 3684.586914
	Iteration 13Q: 3 clusters Score -9736675 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82316 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9736852.000000 Penalty: 3684.586914
	Iteration 14Q: 3 clusters Score -9736852 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82542 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -9736966.000000 Penalty: 3684.586914
	Iteration 15Q: 3 clusters Score -9736966 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9737048.000000 Penalty: 3684.586914
	Iteration 16Q: 3 clusters Score -9737048 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82825 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9737130.000000 Penalty: 3684.586914
	Iteration 17Q: 3 clusters Score -9737130 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82936 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9737168.000000 Penalty: 3684.586914
	Iteration 18Q: 3 clusters Score -9737168 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83023 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9737227.000000 Penalty: 3684.586914
	Iteration 19Q: 3 clusters Score -9737227 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83088 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9737267.000000 Penalty: 3684.586914
	Iteration 20F: 3 clusters Score -9737267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83139 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9737282.000000 Penalty: 3684.586914
	Iteration 21Q: 3 clusters Score -9737282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83169 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9737293.000000 Penalty: 3684.586914
	Iteration 22Q: 3 clusters Score -9737293 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9737302.000000 Penalty: 3684.586914
	Iteration 23Q: 3 clusters Score -9737302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9737308.000000 Penalty: 3684.586914
	Iteration 24Q: 3 clusters Score -9737308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9737305.000000 Penalty: 3684.586914
	Iteration 25Q: 3 clusters Score -9737305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83266 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9737311.000000 Penalty: 3684.586914
	Iteration 26Q: 3 clusters Score -9737311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83279 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9737316.000000 Penalty: 3684.586914
	Iteration 27Q: 3 clusters Score -9737316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9737321.000000 Penalty: 3684.586914
	Iteration 28Q: 3 clusters Score -9737321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83302 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9737313.000000 Penalty: 3684.586914
	Iteration 29Q: 3 clusters Score -9737313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83309 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9737322.000000 Penalty: 3684.586914
	Iteration 30Q: 3 clusters Score -9737322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9737333.000000 Penalty: 3684.586914
	Iteration 31Q: 3 clusters Score -9737333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83321 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9737330.000000 Penalty: 3684.586914
	Iteration 32Q: 3 clusters Score -9737330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83325 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9737329.000000 Penalty: 3684.586914
	Iteration 33Q: 3 clusters Score -9737329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83329 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9737334.000000 Penalty: 3684.586914
	Iteration 34Q: 3 clusters Score -9737334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9737329.000000 Penalty: 3684.586914
	Iteration 35Q: 3 clusters Score -9737329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9737328.000000 Penalty: 3684.586914
	Iteration 36Q: 3 clusters Score -9737328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9737329.000000 Penalty: 3684.586914
	Iteration 37Q: 3 clusters Score -9737329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9737334.000000 Penalty: 3684.586914
	Iteration 38Q: 3 clusters Score -9737334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9737336.000000 Penalty: 3684.586914
	Iteration 39Q: 3 clusters Score -9737336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83341 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9737333.000000 Penalty: 3684.586914
	Iteration 40F: 3 clusters Score -9737333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9737343.000000 Penalty: 3684.586914
	Iteration 41Q: 3 clusters Score -9737343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9737341.000000 Penalty: 3684.586914
	Iteration 42Q: 3 clusters Score -9737341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83353 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9737347.000000 Penalty: 3684.586914
	Iteration 43Q: 3 clusters Score -9737347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83356 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9737348.000000 Penalty: 3684.586914
	Iteration 44Q: 3 clusters Score -9737348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9737352.000000 Penalty: 3684.586914
	Iteration 45Q: 3 clusters Score -9737352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83365 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9737363.000000 Penalty: 3684.586914
	Iteration 46Q: 3 clusters Score -9737363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83371 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9737363.000000 Penalty: 3684.586914
	Iteration 47Q: 3 clusters Score -9737363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9737368.000000 Penalty: 3684.586914
	Iteration 48Q: 3 clusters Score -9737368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9737374.000000 Penalty: 3684.586914
	Iteration 49Q: 3 clusters Score -9737374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83377 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9737379.000000 Penalty: 3684.586914
	Iteration 50Q: 3 clusters Score -9737379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83379 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9737372.000000 Penalty: 3684.586914
	Iteration 51Q: 3 clusters Score -9737372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83379 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9737372.000000 Penalty: 3684.586914
	Iteration 52F: 3 clusters Score -9737372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -444678.375000 Penalty: 1344.790039
	Iteration 0F: 2 clusters Score -444678.4 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 1942 members 
Entering Unmasked Estep 
Score: -441417.625000 Penalty: 2689.580078
	Iteration 0F: 3 clusters Score -441417.6 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -442395.406250 Penalty: 2689.580078
	Iteration 1F: 3 clusters Score -442395.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -442608.062500 Penalty: 2689.580078
	Iteration 2F: 3 clusters Score -442608.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -442792.531250 Penalty: 2689.580078
	Iteration 3F: 3 clusters Score -442792.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -442943.312500 Penalty: 2689.580078
	Iteration 4F: 3 clusters Score -442943.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -443082.500000 Penalty: 2689.580078
	Iteration 5F: 3 clusters Score -443082.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -443208.781250 Penalty: 2689.580078
	Iteration 6Q: 3 clusters Score -443208.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -443327.593750 Penalty: 2689.580078
	Iteration 7Q: 3 clusters Score -443327.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -443434.656250 Penalty: 2689.580078
	Iteration 8Q: 3 clusters Score -443434.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -443510.375000 Penalty: 2689.580078
	Iteration 9Q: 3 clusters Score -443510.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -443559.093750 Penalty: 2689.580078
	Iteration 10Q: 3 clusters Score -443559.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -443599.406250 Penalty: 2689.580078
	Iteration 11Q: 3 clusters Score -443599.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -443632.781250 Penalty: 2689.580078
	Iteration 12Q: 3 clusters Score -443632.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -443656.343750 Penalty: 2689.580078
	Iteration 13Q: 3 clusters Score -443656.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -443673.250000 Penalty: 2689.580078
	Iteration 14Q: 3 clusters Score -443673.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -443690.062500 Penalty: 2689.580078
	Iteration 15Q: 3 clusters Score -443690.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -443702.312500 Penalty: 2689.580078
	Iteration 16Q: 3 clusters Score -443702.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -443717.218750 Penalty: 2689.580078
	Iteration 17Q: 3 clusters Score -443717.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -443728.781250 Penalty: 2689.580078
	Iteration 18Q: 3 clusters Score -443728.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -443739.062500 Penalty: 2689.580078
	Iteration 19Q: 3 clusters Score -443739.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -443757.531250 Penalty: 2689.580078
	Iteration 20F: 3 clusters Score -443757.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -443767.187500 Penalty: 2689.580078
	Iteration 21Q: 3 clusters Score -443767.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -443781.656250 Penalty: 2689.580078
	Iteration 22Q: 3 clusters Score -443781.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -443786.562500 Penalty: 2689.580078
	Iteration 23Q: 3 clusters Score -443786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -443790.343750 Penalty: 2689.580078
	Iteration 24Q: 3 clusters Score -443790.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -443795.687500 Penalty: 2689.580078
	Iteration 25Q: 3 clusters Score -443795.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -443802.312500 Penalty: 2689.580078
	Iteration 26Q: 3 clusters Score -443802.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -443813.500000 Penalty: 2689.580078
	Iteration 27Q: 3 clusters Score -443813.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -443828.000000 Penalty: 2689.580078
	Iteration 28Q: 3 clusters Score -443828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -443845.031250 Penalty: 2689.580078
	Iteration 29Q: 3 clusters Score -443845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -443855.000000 Penalty: 2689.580078
	Iteration 30Q: 3 clusters Score -443855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -443859.968750 Penalty: 2689.580078
	Iteration 31Q: 3 clusters Score -443860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -443862.843750 Penalty: 2689.580078
	Iteration 32Q: 3 clusters Score -443862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -443864.218750 Penalty: 2689.580078
	Iteration 33Q: 3 clusters Score -443864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -443865.562500 Penalty: 2689.580078
	Iteration 34Q: 3 clusters Score -443865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -443866.781250 Penalty: 2689.580078
	Iteration 35Q: 3 clusters Score -443866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -443867.562500 Penalty: 2689.580078
	Iteration 36Q: 3 clusters Score -443867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -443867.437500 Penalty: 2689.580078
	Iteration 37Q: 3 clusters Score -443867.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -443867.781250 Penalty: 2689.580078
	Iteration 38Q: 3 clusters Score -443867.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -443867.781250 Penalty: 2689.580078
	Iteration 39F: 3 clusters Score -443867.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (175999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175999 members 
Entering Unmasked Estep 
Score: -19936074.000000 Penalty: 1962.713013
	Iteration 0F: 2 clusters Score -1.993607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -19830144.000000 Penalty: 3925.426025
	Iteration 0F: 3 clusters Score -1.983014e+07 nChanged 85087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -19879728.000000 Penalty: 3925.426025
	Iteration 1F: 3 clusters Score -1.987973e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 87150 members 
Entering Unmasked Estep 
Score: -19880396.000000 Penalty: 3925.426025
	Iteration 2Q: 3 clusters Score -1.98804e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 86457 members 
Entering Unmasked Estep 
Score: -19881114.000000 Penalty: 3925.426025
	Iteration 3Q: 3 clusters Score -1.988111e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90593 members 
Mstep: Class 2 contains 85406 members 
Entering Unmasked Estep 
Score: -19882002.000000 Penalty: 3925.426025
	Iteration 4Q: 3 clusters Score -1.9882e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92145 members 
Mstep: Class 2 contains 83854 members 
Entering Unmasked Estep 
Score: -19883334.000000 Penalty: 3925.426025
	Iteration 5Q: 3 clusters Score -1.988333e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -19885012.000000 Penalty: 3925.426025
	Iteration 6Q: 3 clusters Score -1.988501e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97688 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -19887654.000000 Penalty: 3925.426025
	Iteration 7Q: 3 clusters Score -1.988765e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102139 members 
Mstep: Class 2 contains 73860 members 
Entering Unmasked Estep 
Score: -19892300.000000 Penalty: 3925.426025
	Iteration 8Q: 3 clusters Score -1.98923e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107539 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -19899248.000000 Penalty: 3925.426025
	Iteration 9F: 3 clusters Score -1.989925e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113204 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -19907508.000000 Penalty: 3925.426025
	Iteration 10F: 3 clusters Score -1.990751e+07 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117856 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -19914584.000000 Penalty: 3925.426025
	Iteration 11F: 3 clusters Score -1.991458e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121001 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -19918756.000000 Penalty: 3925.426025
	Iteration 12Q: 3 clusters Score -1.991876e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123394 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -19920366.000000 Penalty: 3925.426025
	Iteration 13Q: 3 clusters Score -1.992037e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125428 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -19921294.000000 Penalty: 3925.426025
	Iteration 14Q: 3 clusters Score -1.992129e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127335 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -19921950.000000 Penalty: 3925.426025
	Iteration 15Q: 3 clusters Score -1.992195e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129058 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -19922452.000000 Penalty: 3925.426025
	Iteration 16Q: 3 clusters Score -1.992245e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130773 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -19923062.000000 Penalty: 3925.426025
	Iteration 17Q: 3 clusters Score -1.992306e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132427 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -19923474.000000 Penalty: 3925.426025
	Iteration 18Q: 3 clusters Score -1.992347e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134024 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -19923888.000000 Penalty: 3925.426025
	Iteration 19Q: 3 clusters Score -1.992389e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135534 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -19924396.000000 Penalty: 3925.426025
	Iteration 20F: 3 clusters Score -1.99244e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137019 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -19924790.000000 Penalty: 3925.426025
	Iteration 21Q: 3 clusters Score -1.992479e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138428 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -19925148.000000 Penalty: 3925.426025
	Iteration 22Q: 3 clusters Score -1.992515e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139818 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -19925648.000000 Penalty: 3925.426025
	Iteration 23Q: 3 clusters Score -1.992565e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141266 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -19926222.000000 Penalty: 3925.426025
	Iteration 24Q: 3 clusters Score -1.992622e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142760 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -19926850.000000 Penalty: 3925.426025
	Iteration 25Q: 3 clusters Score -1.992685e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144389 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -19927366.000000 Penalty: 3925.426025
	Iteration 26Q: 3 clusters Score -1.992737e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145999 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -19927862.000000 Penalty: 3925.426025
	Iteration 27Q: 3 clusters Score -1.992786e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147634 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -19928362.000000 Penalty: 3925.426025
	Iteration 28Q: 3 clusters Score -1.992836e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149318 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -19929308.000000 Penalty: 3925.426025
	Iteration 29Q: 3 clusters Score -1.992931e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151103 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -19930378.000000 Penalty: 3925.426025
	Iteration 30Q: 3 clusters Score -1.993038e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153076 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -19931422.000000 Penalty: 3925.426025
	Iteration 31Q: 3 clusters Score -1.993142e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155248 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -19932294.000000 Penalty: 3925.426025
	Iteration 32Q: 3 clusters Score -1.993229e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157441 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -19933198.000000 Penalty: 3925.426025
	Iteration 33Q: 3 clusters Score -1.99332e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159650 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -19933860.000000 Penalty: 3925.426025
	Iteration 34Q: 3 clusters Score -1.993386e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161909 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -19934562.000000 Penalty: 3925.426025
	Iteration 35Q: 3 clusters Score -1.993456e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164045 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -19934884.000000 Penalty: 3925.426025
	Iteration 36Q: 3 clusters Score -1.993488e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166039 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -19934988.000000 Penalty: 3925.426025
	Iteration 37Q: 3 clusters Score -1.993499e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167878 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -19935240.000000 Penalty: 3925.426025
	Iteration 38Q: 3 clusters Score -1.993524e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169431 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -19935302.000000 Penalty: 3925.426025
	Iteration 39Q: 3 clusters Score -1.99353e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170747 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -19935364.000000 Penalty: 3925.426025
	Iteration 40F: 3 clusters Score -1.993536e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171813 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -19935338.000000 Penalty: 3925.426025
	Iteration 41Q: 3 clusters Score -1.993534e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172692 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -19935318.000000 Penalty: 3925.426025
	Iteration 42Q: 3 clusters Score -1.993532e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173375 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -19935270.000000 Penalty: 3925.426025
	Iteration 43Q: 3 clusters Score -1.993527e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173895 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -19935210.000000 Penalty: 3925.426025
	Iteration 44Q: 3 clusters Score -1.993521e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174271 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -19935168.000000 Penalty: 3925.426025
	Iteration 45Q: 3 clusters Score -1.993517e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174564 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -19935106.000000 Penalty: 3925.426025
	Iteration 46Q: 3 clusters Score -1.993511e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174772 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -19935036.000000 Penalty: 3925.426025
	Iteration 47Q: 3 clusters Score -1.993504e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174921 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -19934934.000000 Penalty: 3925.426025
	Iteration 48Q: 3 clusters Score -1.993493e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175028 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -19934930.000000 Penalty: 3925.426025
	Iteration 49Q: 3 clusters Score -1.993493e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175113 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -19934954.000000 Penalty: 3925.426025
	Iteration 50Q: 3 clusters Score -1.993495e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175164 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -19934978.000000 Penalty: 3925.426025
	Iteration 51Q: 3 clusters Score -1.993498e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175201 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -19934954.000000 Penalty: 3925.426025
	Iteration 52Q: 3 clusters Score -1.993495e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175229 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -19934946.000000 Penalty: 3925.426025
	Iteration 53Q: 3 clusters Score -1.993495e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175252 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -19934976.000000 Penalty: 3925.426025
	Iteration 54Q: 3 clusters Score -1.993498e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175277 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -19934960.000000 Penalty: 3925.426025
	Iteration 55Q: 3 clusters Score -1.993496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175296 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -19934958.000000 Penalty: 3925.426025
	Iteration 56Q: 3 clusters Score -1.993496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175305 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -19934948.000000 Penalty: 3925.426025
	Iteration 57Q: 3 clusters Score -1.993495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175308 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -19934934.000000 Penalty: 3925.426025
	Iteration 58Q: 3 clusters Score -1.993493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175311 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -19934926.000000 Penalty: 3925.426025
	Iteration 59Q: 3 clusters Score -1.993493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175315 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -19934926.000000 Penalty: 3925.426025
	Iteration 60F: 3 clusters Score -1.993493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175319 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -19934910.000000 Penalty: 3925.426025
	Iteration 61Q: 3 clusters Score -1.993491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175321 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -19934926.000000 Penalty: 3925.426025
	Iteration 62Q: 3 clusters Score -1.993493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175329 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -19934910.000000 Penalty: 3925.426025
	Iteration 63Q: 3 clusters Score -1.993491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175332 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -19934896.000000 Penalty: 3925.426025
	Iteration 64Q: 3 clusters Score -1.99349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175337 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19934898.000000 Penalty: 3925.426025
	Iteration 65Q: 3 clusters Score -1.99349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175342 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -19934918.000000 Penalty: 3925.426025
	Iteration 66Q: 3 clusters Score -1.993492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175346 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -19934906.000000 Penalty: 3925.426025
	Iteration 67Q: 3 clusters Score -1.993491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175349 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -19934920.000000 Penalty: 3925.426025
	Iteration 68Q: 3 clusters Score -1.993492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175353 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -19934920.000000 Penalty: 3925.426025
	Iteration 69Q: 3 clusters Score -1.993492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175359 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -19934910.000000 Penalty: 3925.426025
	Iteration 70Q: 3 clusters Score -1.993491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175361 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -19934912.000000 Penalty: 3925.426025
	Iteration 71Q: 3 clusters Score -1.993491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175364 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -19934906.000000 Penalty: 3925.426025
	Iteration 72Q: 3 clusters Score -1.993491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175369 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -19934906.000000 Penalty: 3925.426025
	Iteration 73Q: 3 clusters Score -1.993491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175374 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -19934900.000000 Penalty: 3925.426025
	Iteration 74Q: 3 clusters Score -1.99349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175379 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -19934904.000000 Penalty: 3925.426025
	Iteration 75Q: 3 clusters Score -1.99349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175385 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -19934900.000000 Penalty: 3925.426025
	Iteration 76Q: 3 clusters Score -1.99349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175387 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -19934898.000000 Penalty: 3925.426025
	Iteration 77Q: 3 clusters Score -1.99349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175394 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -19934888.000000 Penalty: 3925.426025
	Iteration 78Q: 3 clusters Score -1.993489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175400 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -19934896.000000 Penalty: 3925.426025
	Iteration 79Q: 3 clusters Score -1.99349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175405 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -19934904.000000 Penalty: 3925.426025
	Iteration 80F: 3 clusters Score -1.99349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175407 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -19934886.000000 Penalty: 3925.426025
	Iteration 81Q: 3 clusters Score -1.993489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175407 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -19934898.000000 Penalty: 3925.426025
	Iteration 82Q: 3 clusters Score -1.99349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175406 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -19934906.000000 Penalty: 3925.426025
	Iteration 83Q: 3 clusters Score -1.993491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175407 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -19934894.000000 Penalty: 3925.426025
	Iteration 84Q: 3 clusters Score -1.993489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175407 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -19934894.000000 Penalty: 3925.426025
	Iteration 85F: 3 clusters Score -1.993489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Entering Unmasked Estep 
Score: -5549338.000000 Penalty: 1752.908813
	Iteration 0F: 2 clusters Score -5549338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -5516932.500000 Penalty: 3505.817627
	Iteration 0F: 3 clusters Score -5516932 nChanged 22564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -5529563.000000 Penalty: 3505.817627
	Iteration 1F: 3 clusters Score -5529563 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -5530218.000000 Penalty: 3505.817627
	Iteration 2Q: 3 clusters Score -5530218 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -5531043.500000 Penalty: 3505.817627
	Iteration 3Q: 3 clusters Score -5531044 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -5532160.000000 Penalty: 3505.817627
	Iteration 4F: 3 clusters Score -5532160 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -5533768.500000 Penalty: 3505.817627
	Iteration 5F: 3 clusters Score -5533768 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -5536126.000000 Penalty: 3505.817627
	Iteration 6F: 3 clusters Score -5536126 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -5539071.500000 Penalty: 3505.817627
	Iteration 7F: 3 clusters Score -5539072 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -5541911.000000 Penalty: 3505.817627
	Iteration 8F: 3 clusters Score -5541911 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -5544136.500000 Penalty: 3505.817627
	Iteration 9F: 3 clusters Score -5544136 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5545689.000000 Penalty: 3505.817627
	Iteration 10Q: 3 clusters Score -5545689 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -5546654.500000 Penalty: 3505.817627
	Iteration 11Q: 3 clusters Score -5546654 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5547205.000000 Penalty: 3505.817627
	Iteration 12Q: 3 clusters Score -5547205 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5547502.500000 Penalty: 3505.817627
	Iteration 13Q: 3 clusters Score -5547502 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5547645.500000 Penalty: 3505.817627
	Iteration 14Q: 3 clusters Score -5547646 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5547705.000000 Penalty: 3505.817627
	Iteration 15Q: 3 clusters Score -5547705 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5547770.000000 Penalty: 3505.817627
	Iteration 16Q: 3 clusters Score -5547770 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5547807.500000 Penalty: 3505.817627
	Iteration 17Q: 3 clusters Score -5547808 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5547842.500000 Penalty: 3505.817627
	Iteration 18Q: 3 clusters Score -5547842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5547858.000000 Penalty: 3505.817627
	Iteration 19Q: 3 clusters Score -5547858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5547871.500000 Penalty: 3505.817627
	Iteration 20F: 3 clusters Score -5547872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5547883.500000 Penalty: 3505.817627
	Iteration 21Q: 3 clusters Score -5547884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5547892.500000 Penalty: 3505.817627
	Iteration 22Q: 3 clusters Score -5547892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5547898.000000 Penalty: 3505.817627
	Iteration 23Q: 3 clusters Score -5547898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5547903.000000 Penalty: 3505.817627
	Iteration 24Q: 3 clusters Score -5547903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5547906.500000 Penalty: 3505.817627
	Iteration 25Q: 3 clusters Score -5547906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5547907.500000 Penalty: 3505.817627
	Iteration 26Q: 3 clusters Score -5547908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5547927.000000 Penalty: 3505.817627
	Iteration 27Q: 3 clusters Score -5547927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5547925.000000 Penalty: 3505.817627
	Iteration 28Q: 3 clusters Score -5547925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5547935.000000 Penalty: 3505.817627
	Iteration 29Q: 3 clusters Score -5547935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5547942.000000 Penalty: 3505.817627
	Iteration 30Q: 3 clusters Score -5547942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5547946.000000 Penalty: 3505.817627
	Iteration 31Q: 3 clusters Score -5547946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5547944.500000 Penalty: 3505.817627
	Iteration 32Q: 3 clusters Score -5547944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5547949.500000 Penalty: 3505.817627
	Iteration 33Q: 3 clusters Score -5547950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5547948.000000 Penalty: 3505.817627
	Iteration 34Q: 3 clusters Score -5547948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5547952.500000 Penalty: 3505.817627
	Iteration 35Q: 3 clusters Score -5547952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5547954.500000 Penalty: 3505.817627
	Iteration 36Q: 3 clusters Score -5547954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5547950.000000 Penalty: 3505.817627
	Iteration 37Q: 3 clusters Score -5547950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5547952.500000 Penalty: 3505.817627
	Iteration 38Q: 3 clusters Score -5547952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5547958.500000 Penalty: 3505.817627
	Iteration 39Q: 3 clusters Score -5547958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5547962.000000 Penalty: 3505.817627
	Iteration 40F: 3 clusters Score -5547962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5547965.000000 Penalty: 3505.817627
	Iteration 41Q: 3 clusters Score -5547965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5547966.500000 Penalty: 3505.817627
	Iteration 42Q: 3 clusters Score -5547966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5547967.500000 Penalty: 3505.817627
	Iteration 43Q: 3 clusters Score -5547968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5547967.500000 Penalty: 3505.817627
	Iteration 44F: 3 clusters Score -5547968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -46340.093750 Penalty: 1005.258911
	Iteration 0F: 2 clusters Score -46340.09 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 236 members 
Entering Unmasked Estep 
Score: -45438.371094 Penalty: 2010.517822
	Iteration 0F: 3 clusters Score -45438.37 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45798.121094 Penalty: 2010.517822
	Iteration 1F: 3 clusters Score -45798.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46044.777344 Penalty: 2010.517822
	Iteration 2F: 3 clusters Score -46044.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46254.484375 Penalty: 2010.517822
	Iteration 3F: 3 clusters Score -46254.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46400.957031 Penalty: 2010.517822
	Iteration 4F: 3 clusters Score -46400.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46447.593750 Penalty: 2010.517822
	Iteration 5Q: 3 clusters Score -46447.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46459.527344 Penalty: 2010.517822
	Iteration 6Q: 3 clusters Score -46459.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46463.472656 Penalty: 2010.517822
	Iteration 7Q: 3 clusters Score -46463.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46463.472656 Penalty: 2010.517822
	Iteration 8F: 3 clusters Score -46463.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 85698 members 
Mstep: Class 3 contains 13442 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 83884 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175999 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 274 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78998 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5015 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32361 members 
Mstep: Class 21 contains 93297 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8378 members 
Mstep: Class 24 contains 212 members 
Entering Unmasked Estep 
Score: -102098320.000000 Penalty: 53515.957031
Splitting cluster 10 changes total score from -102099480.000000 to -102098320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (95055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Entering Unmasked Estep 
Score: -10953915.000000 Penalty: 1862.609253
	Iteration 0F: 2 clusters Score -1.095392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -10892019.000000 Penalty: 3725.218506
	Iteration 0F: 3 clusters Score -1.089202e+07 nChanged 45558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -10918209.000000 Penalty: 3725.218506
	Iteration 1F: 3 clusters Score -1.091821e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -10918599.000000 Penalty: 3725.218506
	Iteration 2Q: 3 clusters Score -1.09186e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -10919149.000000 Penalty: 3725.218506
	Iteration 3Q: 3 clusters Score -1.091915e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -10919798.000000 Penalty: 3725.218506
	Iteration 4Q: 3 clusters Score -1.09198e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -10920570.000000 Penalty: 3725.218506
	Iteration 5Q: 3 clusters Score -1.092057e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -10921468.000000 Penalty: 3725.218506
	Iteration 6Q: 3 clusters Score -1.092147e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -10923026.000000 Penalty: 3725.218506
	Iteration 7Q: 3 clusters Score -1.092303e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -10925288.000000 Penalty: 3725.218506
	Iteration 8Q: 3 clusters Score -1.092529e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -10929016.000000 Penalty: 3725.218506
	Iteration 9F: 3 clusters Score -1.092902e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -10933375.000000 Penalty: 3725.218506
	Iteration 10F: 3 clusters Score -1.093338e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -10937761.000000 Penalty: 3725.218506
	Iteration 11F: 3 clusters Score -1.093776e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71583 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -10941162.000000 Penalty: 3725.218506
	Iteration 12F: 3 clusters Score -1.094116e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -10943327.000000 Penalty: 3725.218506
	Iteration 13Q: 3 clusters Score -1.094333e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -10944839.000000 Penalty: 3725.218506
	Iteration 14Q: 3 clusters Score -1.094484e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -10946048.000000 Penalty: 3725.218506
	Iteration 15Q: 3 clusters Score -1.094605e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81657 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -10947156.000000 Penalty: 3725.218506
	Iteration 16Q: 3 clusters Score -1.094716e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83661 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -10948237.000000 Penalty: 3725.218506
	Iteration 17Q: 3 clusters Score -1.094824e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85459 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -10949202.000000 Penalty: 3725.218506
	Iteration 18Q: 3 clusters Score -1.09492e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -10950043.000000 Penalty: 3725.218506
	Iteration 19Q: 3 clusters Score -1.095004e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -10950679.000000 Penalty: 3725.218506
	Iteration 20F: 3 clusters Score -1.095068e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -10951268.000000 Penalty: 3725.218506
	Iteration 21Q: 3 clusters Score -1.095127e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90251 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -10951729.000000 Penalty: 3725.218506
	Iteration 22Q: 3 clusters Score -1.095173e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90969 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -10952094.000000 Penalty: 3725.218506
	Iteration 23Q: 3 clusters Score -1.095209e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91502 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -10952305.000000 Penalty: 3725.218506
	Iteration 24Q: 3 clusters Score -1.09523e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91894 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -10952520.000000 Penalty: 3725.218506
	Iteration 25Q: 3 clusters Score -1.095252e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92209 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -10952665.000000 Penalty: 3725.218506
	Iteration 26Q: 3 clusters Score -1.095266e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92459 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -10952741.000000 Penalty: 3725.218506
	Iteration 27Q: 3 clusters Score -1.095274e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -10952856.000000 Penalty: 3725.218506
	Iteration 28Q: 3 clusters Score -1.095286e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -10952894.000000 Penalty: 3725.218506
	Iteration 29Q: 3 clusters Score -1.095289e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -10952906.000000 Penalty: 3725.218506
	Iteration 30Q: 3 clusters Score -1.095291e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -10952934.000000 Penalty: 3725.218506
	Iteration 31Q: 3 clusters Score -1.095293e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93080 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -10952946.000000 Penalty: 3725.218506
	Iteration 32Q: 3 clusters Score -1.095295e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93144 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -10952949.000000 Penalty: 3725.218506
	Iteration 33Q: 3 clusters Score -1.095295e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93204 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -10952935.000000 Penalty: 3725.218506
	Iteration 34Q: 3 clusters Score -1.095294e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93253 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -10952951.000000 Penalty: 3725.218506
	Iteration 35Q: 3 clusters Score -1.095295e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93278 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -10952968.000000 Penalty: 3725.218506
	Iteration 36Q: 3 clusters Score -1.095297e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -10952953.000000 Penalty: 3725.218506
	Iteration 37Q: 3 clusters Score -1.095295e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93336 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -10952991.000000 Penalty: 3725.218506
	Iteration 38Q: 3 clusters Score -1.095299e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -10953011.000000 Penalty: 3725.218506
	Iteration 39Q: 3 clusters Score -1.095301e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93408 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -10953029.000000 Penalty: 3725.218506
	Iteration 40F: 3 clusters Score -1.095303e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93434 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -10953028.000000 Penalty: 3725.218506
	Iteration 41Q: 3 clusters Score -1.095303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -10953028.000000 Penalty: 3725.218506
	Iteration 42Q: 3 clusters Score -1.095303e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93466 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -10953032.000000 Penalty: 3725.218506
	Iteration 43Q: 3 clusters Score -1.095303e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93486 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -10953029.000000 Penalty: 3725.218506
	Iteration 44Q: 3 clusters Score -1.095303e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93502 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -10953016.000000 Penalty: 3725.218506
	Iteration 45Q: 3 clusters Score -1.095302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93521 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10953032.000000 Penalty: 3725.218506
	Iteration 46Q: 3 clusters Score -1.095303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93533 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -10953029.000000 Penalty: 3725.218506
	Iteration 47Q: 3 clusters Score -1.095303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -10953046.000000 Penalty: 3725.218506
	Iteration 48Q: 3 clusters Score -1.095305e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93566 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -10953031.000000 Penalty: 3725.218506
	Iteration 49Q: 3 clusters Score -1.095303e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93586 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -10953039.000000 Penalty: 3725.218506
	Iteration 50Q: 3 clusters Score -1.095304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -10953030.000000 Penalty: 3725.218506
	Iteration 51Q: 3 clusters Score -1.095303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -10953028.000000 Penalty: 3725.218506
	Iteration 52Q: 3 clusters Score -1.095303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93620 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10953035.000000 Penalty: 3725.218506
	Iteration 53Q: 3 clusters Score -1.095304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93629 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -10953046.000000 Penalty: 3725.218506
	Iteration 54Q: 3 clusters Score -1.095305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93636 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -10953041.000000 Penalty: 3725.218506
	Iteration 55Q: 3 clusters Score -1.095304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93646 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -10953046.000000 Penalty: 3725.218506
	Iteration 56Q: 3 clusters Score -1.095305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93654 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -10953047.000000 Penalty: 3725.218506
	Iteration 57Q: 3 clusters Score -1.095305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10953049.000000 Penalty: 3725.218506
	Iteration 58Q: 3 clusters Score -1.095305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93675 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -10953055.000000 Penalty: 3725.218506
	Iteration 59Q: 3 clusters Score -1.095306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -10953066.000000 Penalty: 3725.218506
	Iteration 60F: 3 clusters Score -1.095307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10953053.000000 Penalty: 3725.218506
	Iteration 61Q: 3 clusters Score -1.095305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -10953052.000000 Penalty: 3725.218506
	Iteration 62Q: 3 clusters Score -1.095305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93699 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -10953057.000000 Penalty: 3725.218506
	Iteration 63Q: 3 clusters Score -1.095306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93703 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -10953059.000000 Penalty: 3725.218506
	Iteration 64Q: 3 clusters Score -1.095306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93709 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -10953072.000000 Penalty: 3725.218506
	Iteration 65Q: 3 clusters Score -1.095307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93714 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -10953071.000000 Penalty: 3725.218506
	Iteration 66Q: 3 clusters Score -1.095307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -10953064.000000 Penalty: 3725.218506
	Iteration 67Q: 3 clusters Score -1.095306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93719 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -10953069.000000 Penalty: 3725.218506
	Iteration 68Q: 3 clusters Score -1.095307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93719 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -10953069.000000 Penalty: 3725.218506
	Iteration 69F: 3 clusters Score -1.095307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (78998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78998 members 
Entering Unmasked Estep 
Score: -9232777.000000 Penalty: 1832.541382
	Iteration 0F: 2 clusters Score -9232777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -9179983.000000 Penalty: 3665.082764
	Iteration 0F: 3 clusters Score -9179983 nChanged 37709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -9201227.000000 Penalty: 3665.082764
	Iteration 1F: 3 clusters Score -9201227 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -9201818.000000 Penalty: 3665.082764
	Iteration 2Q: 3 clusters Score -9201818 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -9202611.000000 Penalty: 3665.082764
	Iteration 3Q: 3 clusters Score -9202611 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -9203973.000000 Penalty: 3665.082764
	Iteration 4Q: 3 clusters Score -9203973 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -9206402.000000 Penalty: 3665.082764
	Iteration 5F: 3 clusters Score -9206402 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -9210919.000000 Penalty: 3665.082764
	Iteration 6F: 3 clusters Score -9210919 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -9217859.000000 Penalty: 3665.082764
	Iteration 7F: 3 clusters Score -9217859 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -9225141.000000 Penalty: 3665.082764
	Iteration 8F: 3 clusters Score -9225141 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 77084 members 
Entering Unmasked Estep 
Score: -9229222.000000 Penalty: 3665.082764
	Iteration 9F: 3 clusters Score -9229222 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 78556 members 
Entering Unmasked Estep 
Score: -9230652.000000 Penalty: 3665.082764
	Iteration 10Q: 3 clusters Score -9230652 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 78851 members 
Entering Unmasked Estep 
Score: -9230991.000000 Penalty: 3665.082764
	Iteration 11Q: 3 clusters Score -9230991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -9231053.000000 Penalty: 3665.082764
	Iteration 12Q: 3 clusters Score -9231053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -9231096.000000 Penalty: 3665.082764
	Iteration 13Q: 3 clusters Score -9231096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -9231108.000000 Penalty: 3665.082764
	Iteration 14Q: 3 clusters Score -9231108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -9231118.000000 Penalty: 3665.082764
	Iteration 15Q: 3 clusters Score -9231118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -9231128.000000 Penalty: 3665.082764
	Iteration 16Q: 3 clusters Score -9231128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
Score: -9231139.000000 Penalty: 3665.082764
	Iteration 17Q: 3 clusters Score -9231139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 78907 members 
Entering Unmasked Estep 
Score: -9231133.000000 Penalty: 3665.082764
	Iteration 18Q: 3 clusters Score -9231133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 78907 members 
Entering Unmasked Estep 
Score: -9231133.000000 Penalty: 3665.082764
	Iteration 19F: 3 clusters Score -9231133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -365824.812500 Penalty: 1308.704956
	Iteration 0F: 2 clusters Score -365824.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -362984.250000 Penalty: 2617.409912
	Iteration 0F: 3 clusters Score -362984.2 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -363674.281250 Penalty: 2617.409912
	Iteration 1F: 3 clusters Score -363674.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -363829.125000 Penalty: 2617.409912
	Iteration 2F: 3 clusters Score -363829.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -363913.062500 Penalty: 2617.409912
	Iteration 3Q: 3 clusters Score -363913.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -363973.312500 Penalty: 2617.409912
	Iteration 4Q: 3 clusters Score -363973.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -364029.562500 Penalty: 2617.409912
	Iteration 5Q: 3 clusters Score -364029.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -364080.375000 Penalty: 2617.409912
	Iteration 6Q: 3 clusters Score -364080.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -364117.593750 Penalty: 2617.409912
	Iteration 7Q: 3 clusters Score -364117.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -364157.218750 Penalty: 2617.409912
	Iteration 8Q: 3 clusters Score -364157.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -364189.406250 Penalty: 2617.409912
	Iteration 9Q: 3 clusters Score -364189.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -364222.250000 Penalty: 2617.409912
	Iteration 10Q: 3 clusters Score -364222.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -364255.937500 Penalty: 2617.409912
	Iteration 11Q: 3 clusters Score -364255.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -364291.625000 Penalty: 2617.409912
	Iteration 12Q: 3 clusters Score -364291.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -364329.250000 Penalty: 2617.409912
	Iteration 13Q: 3 clusters Score -364329.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -364365.093750 Penalty: 2617.409912
	Iteration 14Q: 3 clusters Score -364365.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -364396.937500 Penalty: 2617.409912
	Iteration 15Q: 3 clusters Score -364396.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -364426.750000 Penalty: 2617.409912
	Iteration 16Q: 3 clusters Score -364426.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -364452.343750 Penalty: 2617.409912
	Iteration 17Q: 3 clusters Score -364452.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -364483.843750 Penalty: 2617.409912
	Iteration 18Q: 3 clusters Score -364483.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -364512.781250 Penalty: 2617.409912
	Iteration 19Q: 3 clusters Score -364512.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -364537.218750 Penalty: 2617.409912
	Iteration 20F: 3 clusters Score -364537.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -364561.781250 Penalty: 2617.409912
	Iteration 21Q: 3 clusters Score -364561.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -364583.906250 Penalty: 2617.409912
	Iteration 22Q: 3 clusters Score -364583.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -364605.562500 Penalty: 2617.409912
	Iteration 23Q: 3 clusters Score -364605.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -364618.187500 Penalty: 2617.409912
	Iteration 24Q: 3 clusters Score -364618.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -364622.937500 Penalty: 2617.409912
	Iteration 25Q: 3 clusters Score -364622.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -364627.250000 Penalty: 2617.409912
	Iteration 26Q: 3 clusters Score -364627.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -364632.312500 Penalty: 2617.409912
	Iteration 27Q: 3 clusters Score -364632.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -364634.156250 Penalty: 2617.409912
	Iteration 28Q: 3 clusters Score -364634.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -364634.218750 Penalty: 2617.409912
	Iteration 29Q: 3 clusters Score -364634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -364634.218750 Penalty: 2617.409912
	Iteration 30F: 3 clusters Score -364634.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Entering Unmasked Estep 
Score: -469072.187500 Penalty: 1359.156860
	Iteration 0F: 2 clusters Score -469072.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -465575.718750 Penalty: 2718.313721
	Iteration 0F: 3 clusters Score -465575.7 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -466469.906250 Penalty: 2718.313721
	Iteration 1F: 3 clusters Score -466469.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -466665.062500 Penalty: 2718.313721
	Iteration 2F: 3 clusters Score -466665.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -466805.843750 Penalty: 2718.313721
	Iteration 3F: 3 clusters Score -466805.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -466913.468750 Penalty: 2718.313721
	Iteration 4Q: 3 clusters Score -466913.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -467011.312500 Penalty: 2718.313721
	Iteration 5Q: 3 clusters Score -467011.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -467111.125000 Penalty: 2718.313721
	Iteration 6Q: 3 clusters Score -467111.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -467218.781250 Penalty: 2718.313721
	Iteration 7Q: 3 clusters Score -467218.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -467340.343750 Penalty: 2718.313721
	Iteration 8Q: 3 clusters Score -467340.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -467463.593750 Penalty: 2718.313721
	Iteration 9Q: 3 clusters Score -467463.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -467603.875000 Penalty: 2718.313721
	Iteration 10Q: 3 clusters Score -467603.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -467716.531250 Penalty: 2718.313721
	Iteration 11Q: 3 clusters Score -467716.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -467801.937500 Penalty: 2718.313721
	Iteration 12Q: 3 clusters Score -467801.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -467904.250000 Penalty: 2718.313721
	Iteration 13Q: 3 clusters Score -467904.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -468027.781250 Penalty: 2718.313721
	Iteration 14Q: 3 clusters Score -468027.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -468174.187500 Penalty: 2718.313721
	Iteration 15Q: 3 clusters Score -468174.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -468315.250000 Penalty: 2718.313721
	Iteration 16Q: 3 clusters Score -468315.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -468443.718750 Penalty: 2718.313721
	Iteration 17Q: 3 clusters Score -468443.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -468528.812500 Penalty: 2718.313721
	Iteration 18Q: 3 clusters Score -468528.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -468568.875000 Penalty: 2718.313721
	Iteration 19Q: 3 clusters Score -468568.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -468590.375000 Penalty: 2718.313721
	Iteration 20F: 3 clusters Score -468590.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -468610.125000 Penalty: 2718.313721
	Iteration 21Q: 3 clusters Score -468610.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -468618.250000 Penalty: 2718.313721
	Iteration 22Q: 3 clusters Score -468618.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -468623.031250 Penalty: 2718.313721
	Iteration 23Q: 3 clusters Score -468623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -468625.250000 Penalty: 2718.313721
	Iteration 24Q: 3 clusters Score -468625.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -468628.656250 Penalty: 2718.313721
	Iteration 25Q: 3 clusters Score -468628.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -468630.687500 Penalty: 2718.313721
	Iteration 26Q: 3 clusters Score -468630.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -468631.875000 Penalty: 2718.313721
	Iteration 27Q: 3 clusters Score -468631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -468633.437500 Penalty: 2718.313721
	Iteration 28Q: 3 clusters Score -468633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -468634.250000 Penalty: 2718.313721
	Iteration 29Q: 3 clusters Score -468634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -468635.218750 Penalty: 2718.313721
	Iteration 30Q: 3 clusters Score -468635.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -468634.531250 Penalty: 2718.313721
	Iteration 31Q: 3 clusters Score -468634.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -468635.500000 Penalty: 2718.313721
	Iteration 32Q: 3 clusters Score -468635.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -468636.343750 Penalty: 2718.313721
	Iteration 33Q: 3 clusters Score -468636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -468636.812500 Penalty: 2718.313721
	Iteration 34Q: 3 clusters Score -468636.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -468636.812500 Penalty: 2718.313721
	Iteration 35F: 3 clusters Score -468636.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Entering Unmasked Estep 
Score: -3081042.750000 Penalty: 1656.881592
	Iteration 0F: 2 clusters Score -3081043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3062863.250000 Penalty: 3313.763184
	Iteration 0F: 3 clusters Score -3062863 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3069802.500000 Penalty: 3313.763184
	Iteration 1F: 3 clusters Score -3069802 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3070169.250000 Penalty: 3313.763184
	Iteration 2Q: 3 clusters Score -3070169 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -3070489.750000 Penalty: 3313.763184
	Iteration 3Q: 3 clusters Score -3070490 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3070924.250000 Penalty: 3313.763184
	Iteration 4Q: 3 clusters Score -3070924 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3071554.750000 Penalty: 3313.763184
	Iteration 5Q: 3 clusters Score -3071555 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3072442.750000 Penalty: 3313.763184
	Iteration 6F: 3 clusters Score -3072443 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3073688.000000 Penalty: 3313.763184
	Iteration 7F: 3 clusters Score -3073688 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -3075196.250000 Penalty: 3313.763184
	Iteration 8F: 3 clusters Score -3075196 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3076533.000000 Penalty: 3313.763184
	Iteration 9F: 3 clusters Score -3076533 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3077427.750000 Penalty: 3313.763184
	Iteration 10Q: 3 clusters Score -3077428 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -3078015.250000 Penalty: 3313.763184
	Iteration 11Q: 3 clusters Score -3078015 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3078381.250000 Penalty: 3313.763184
	Iteration 12Q: 3 clusters Score -3078381 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3078621.750000 Penalty: 3313.763184
	Iteration 13Q: 3 clusters Score -3078622 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3078802.000000 Penalty: 3313.763184
	Iteration 14Q: 3 clusters Score -3078802 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3078966.500000 Penalty: 3313.763184
	Iteration 15Q: 3 clusters Score -3078966 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3079116.500000 Penalty: 3313.763184
	Iteration 16Q: 3 clusters Score -3079116 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3079230.000000 Penalty: 3313.763184
	Iteration 17Q: 3 clusters Score -3079230 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3079319.500000 Penalty: 3313.763184
	Iteration 18Q: 3 clusters Score -3079320 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3079405.750000 Penalty: 3313.763184
	Iteration 19Q: 3 clusters Score -3079406 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3079481.500000 Penalty: 3313.763184
	Iteration 20F: 3 clusters Score -3079482 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3079533.750000 Penalty: 3313.763184
	Iteration 21Q: 3 clusters Score -3079534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3079566.750000 Penalty: 3313.763184
	Iteration 22Q: 3 clusters Score -3079567 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3079594.250000 Penalty: 3313.763184
	Iteration 23Q: 3 clusters Score -3079594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3079613.750000 Penalty: 3313.763184
	Iteration 24Q: 3 clusters Score -3079614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3079632.000000 Penalty: 3313.763184
	Iteration 25Q: 3 clusters Score -3079632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3079648.250000 Penalty: 3313.763184
	Iteration 26Q: 3 clusters Score -3079648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3079661.750000 Penalty: 3313.763184
	Iteration 27Q: 3 clusters Score -3079662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3079670.000000 Penalty: 3313.763184
	Iteration 28Q: 3 clusters Score -3079670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3079676.250000 Penalty: 3313.763184
	Iteration 29Q: 3 clusters Score -3079676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3079679.250000 Penalty: 3313.763184
	Iteration 30Q: 3 clusters Score -3079679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3079683.250000 Penalty: 3313.763184
	Iteration 31Q: 3 clusters Score -3079683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3079690.500000 Penalty: 3313.763184
	Iteration 32Q: 3 clusters Score -3079690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3079688.250000 Penalty: 3313.763184
	Iteration 33Q: 3 clusters Score -3079688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3079697.750000 Penalty: 3313.763184
	Iteration 34Q: 3 clusters Score -3079698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3079710.500000 Penalty: 3313.763184
	Iteration 35Q: 3 clusters Score -3079710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3079717.000000 Penalty: 3313.763184
	Iteration 36Q: 3 clusters Score -3079717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3079721.250000 Penalty: 3313.763184
	Iteration 37Q: 3 clusters Score -3079721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3079726.000000 Penalty: 3313.763184
	Iteration 38Q: 3 clusters Score -3079726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3079729.000000 Penalty: 3313.763184
	Iteration 39Q: 3 clusters Score -3079729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3079734.250000 Penalty: 3313.763184
	Iteration 40F: 3 clusters Score -3079734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3079742.750000 Penalty: 3313.763184
	Iteration 41Q: 3 clusters Score -3079743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3079747.000000 Penalty: 3313.763184
	Iteration 42Q: 3 clusters Score -3079747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3079753.500000 Penalty: 3313.763184
	Iteration 43Q: 3 clusters Score -3079754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3079750.000000 Penalty: 3313.763184
	Iteration 44Q: 3 clusters Score -3079750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3079749.500000 Penalty: 3313.763184
	Iteration 45Q: 3 clusters Score -3079750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3079751.000000 Penalty: 3313.763184
	Iteration 46Q: 3 clusters Score -3079751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3079748.500000 Penalty: 3313.763184
	Iteration 47Q: 3 clusters Score -3079748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3079752.250000 Penalty: 3313.763184
	Iteration 48Q: 3 clusters Score -3079752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3079756.000000 Penalty: 3313.763184
	Iteration 49Q: 3 clusters Score -3079756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3079754.500000 Penalty: 3313.763184
	Iteration 50Q: 3 clusters Score -3079754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3079757.250000 Penalty: 3313.763184
	Iteration 51Q: 3 clusters Score -3079757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3079757.250000 Penalty: 3313.763184
	Iteration 52F: 3 clusters Score -3079757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -87767.031250 Penalty: 1096.482788
	Iteration 0F: 2 clusters Score -87767.03 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 420 members 
Entering Unmasked Estep 
Score: -86471.812500 Penalty: 2192.965576
	Iteration 0F: 3 clusters Score -86471.81 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86763.062500 Penalty: 2192.965576
	Iteration 1F: 3 clusters Score -86763.06 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86810.453125 Penalty: 2192.965576
	Iteration 2F: 3 clusters Score -86810.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86841.000000 Penalty: 2192.965576
	Iteration 3Q: 3 clusters Score -86841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86863.664062 Penalty: 2192.965576
	Iteration 4Q: 3 clusters Score -86863.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -86875.687500 Penalty: 2192.965576
	Iteration 5Q: 3 clusters Score -86875.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86878.187500 Penalty: 2192.965576
	Iteration 6Q: 3 clusters Score -86878.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86880.195312 Penalty: 2192.965576
	Iteration 7Q: 3 clusters Score -86880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86881.289062 Penalty: 2192.965576
	Iteration 8Q: 3 clusters Score -86881.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -86882.335938 Penalty: 2192.965576
	Iteration 9Q: 3 clusters Score -86882.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -86884.992188 Penalty: 2192.965576
	Iteration 10Q: 3 clusters Score -86884.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86888.851562 Penalty: 2192.965576
	Iteration 11Q: 3 clusters Score -86888.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86890.648438 Penalty: 2192.965576
	Iteration 12Q: 3 clusters Score -86890.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86893.070312 Penalty: 2192.965576
	Iteration 13Q: 3 clusters Score -86893.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -86896.617188 Penalty: 2192.965576
	Iteration 14Q: 3 clusters Score -86896.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -86900.867188 Penalty: 2192.965576
	Iteration 15Q: 3 clusters Score -86900.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -86905.445312 Penalty: 2192.965576
	Iteration 16Q: 3 clusters Score -86905.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86909.695312 Penalty: 2192.965576
	Iteration 17Q: 3 clusters Score -86909.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86913.664062 Penalty: 2192.965576
	Iteration 18Q: 3 clusters Score -86913.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86914.414062 Penalty: 2192.965576
	Iteration 19Q: 3 clusters Score -86914.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86916.726562 Penalty: 2192.965576
	Iteration 20F: 3 clusters Score -86916.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86917.695312 Penalty: 2192.965576
	Iteration 21Q: 3 clusters Score -86917.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -86921.945312 Penalty: 2192.965576
	Iteration 22Q: 3 clusters Score -86921.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -86926.312500 Penalty: 2192.965576
	Iteration 23Q: 3 clusters Score -86926.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -86932.468750 Penalty: 2192.965576
	Iteration 24Q: 3 clusters Score -86932.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -86941.070312 Penalty: 2192.965576
	Iteration 25Q: 3 clusters Score -86941.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -86948.226562 Penalty: 2192.965576
	Iteration 26Q: 3 clusters Score -86948.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -86949.445312 Penalty: 2192.965576
	Iteration 27Q: 3 clusters Score -86949.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -86951.898438 Penalty: 2192.965576
	Iteration 28Q: 3 clusters Score -86951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86952.585938 Penalty: 2192.965576
	Iteration 29Q: 3 clusters Score -86952.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86952.585938 Penalty: 2192.965576
	Iteration 30F: 3 clusters Score -86952.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Entering Unmasked Estep 
Score: -4506869.500000 Penalty: 1724.472534
	Iteration 0F: 2 clusters Score -4506870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -4479803.500000 Penalty: 3448.945068
	Iteration 0F: 3 clusters Score -4479804 nChanged 18891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -4490156.000000 Penalty: 3448.945068
	Iteration 1F: 3 clusters Score -4490156 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -4490612.000000 Penalty: 3448.945068
	Iteration 2Q: 3 clusters Score -4490612 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -4491011.500000 Penalty: 3448.945068
	Iteration 3Q: 3 clusters Score -4491012 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -4491491.000000 Penalty: 3448.945068
	Iteration 4Q: 3 clusters Score -4491491 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -4492020.500000 Penalty: 3448.945068
	Iteration 5Q: 3 clusters Score -4492020 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4492760.500000 Penalty: 3448.945068
	Iteration 6Q: 3 clusters Score -4492760 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -4493815.000000 Penalty: 3448.945068
	Iteration 7Q: 3 clusters Score -4493815 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -4495023.000000 Penalty: 3448.945068
	Iteration 8F: 3 clusters Score -4495023 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -4496379.500000 Penalty: 3448.945068
	Iteration 9F: 3 clusters Score -4496380 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -4497622.000000 Penalty: 3448.945068
	Iteration 10F: 3 clusters Score -4497622 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -4498581.500000 Penalty: 3448.945068
	Iteration 11Q: 3 clusters Score -4498582 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -4499127.000000 Penalty: 3448.945068
	Iteration 12Q: 3 clusters Score -4499127 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -4499472.000000 Penalty: 3448.945068
	Iteration 13Q: 3 clusters Score -4499472 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -4499666.000000 Penalty: 3448.945068
	Iteration 14Q: 3 clusters Score -4499666 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -4499838.000000 Penalty: 3448.945068
	Iteration 15Q: 3 clusters Score -4499838 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -4499993.000000 Penalty: 3448.945068
	Iteration 16Q: 3 clusters Score -4499993 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -4500149.000000 Penalty: 3448.945068
	Iteration 17Q: 3 clusters Score -4500149 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -4500321.500000 Penalty: 3448.945068
	Iteration 18Q: 3 clusters Score -4500322 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -4500490.000000 Penalty: 3448.945068
	Iteration 19Q: 3 clusters Score -4500490 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -4500678.000000 Penalty: 3448.945068
	Iteration 20F: 3 clusters Score -4500678 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -4500859.000000 Penalty: 3448.945068
	Iteration 21Q: 3 clusters Score -4500859 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -4501097.000000 Penalty: 3448.945068
	Iteration 22Q: 3 clusters Score -4501097 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -4501338.000000 Penalty: 3448.945068
	Iteration 23Q: 3 clusters Score -4501338 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -4501618.500000 Penalty: 3448.945068
	Iteration 24Q: 3 clusters Score -4501618 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -4501946.000000 Penalty: 3448.945068
	Iteration 25Q: 3 clusters Score -4501946 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4502262.000000 Penalty: 3448.945068
	Iteration 26Q: 3 clusters Score -4502262 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -4502612.000000 Penalty: 3448.945068
	Iteration 27Q: 3 clusters Score -4502612 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -4502989.000000 Penalty: 3448.945068
	Iteration 28Q: 3 clusters Score -4502989 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -4503352.500000 Penalty: 3448.945068
	Iteration 29Q: 3 clusters Score -4503352 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -4503694.000000 Penalty: 3448.945068
	Iteration 30Q: 3 clusters Score -4503694 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -4504026.500000 Penalty: 3448.945068
	Iteration 31Q: 3 clusters Score -4504026 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -4504296.500000 Penalty: 3448.945068
	Iteration 32Q: 3 clusters Score -4504296 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -4504563.000000 Penalty: 3448.945068
	Iteration 33Q: 3 clusters Score -4504563 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -4504777.000000 Penalty: 3448.945068
	Iteration 34Q: 3 clusters Score -4504777 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -4504942.500000 Penalty: 3448.945068
	Iteration 35Q: 3 clusters Score -4504942 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -4505070.500000 Penalty: 3448.945068
	Iteration 36Q: 3 clusters Score -4505070 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -4505193.500000 Penalty: 3448.945068
	Iteration 37Q: 3 clusters Score -4505194 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -4505276.500000 Penalty: 3448.945068
	Iteration 38Q: 3 clusters Score -4505276 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -4505360.000000 Penalty: 3448.945068
	Iteration 39Q: 3 clusters Score -4505360 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -4505413.500000 Penalty: 3448.945068
	Iteration 40F: 3 clusters Score -4505414 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -4505448.500000 Penalty: 3448.945068
	Iteration 41Q: 3 clusters Score -4505448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -4505502.000000 Penalty: 3448.945068
	Iteration 42Q: 3 clusters Score -4505502 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -4505552.000000 Penalty: 3448.945068
	Iteration 43Q: 3 clusters Score -4505552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -4505583.000000 Penalty: 3448.945068
	Iteration 44Q: 3 clusters Score -4505583 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -4505600.000000 Penalty: 3448.945068
	Iteration 45Q: 3 clusters Score -4505600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -4505614.500000 Penalty: 3448.945068
	Iteration 46Q: 3 clusters Score -4505614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -4505634.500000 Penalty: 3448.945068
	Iteration 47Q: 3 clusters Score -4505634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -4505648.500000 Penalty: 3448.945068
	Iteration 48Q: 3 clusters Score -4505648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -4505672.500000 Penalty: 3448.945068
	Iteration 49Q: 3 clusters Score -4505672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -4505687.000000 Penalty: 3448.945068
	Iteration 50Q: 3 clusters Score -4505687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -4505703.000000 Penalty: 3448.945068
	Iteration 51Q: 3 clusters Score -4505703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -4505711.000000 Penalty: 3448.945068
	Iteration 52Q: 3 clusters Score -4505711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -4505706.000000 Penalty: 3448.945068
	Iteration 53Q: 3 clusters Score -4505706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -4505721.000000 Penalty: 3448.945068
	Iteration 54Q: 3 clusters Score -4505721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -4505735.000000 Penalty: 3448.945068
	Iteration 55Q: 3 clusters Score -4505735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -4505748.000000 Penalty: 3448.945068
	Iteration 56Q: 3 clusters Score -4505748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -4505763.500000 Penalty: 3448.945068
	Iteration 57Q: 3 clusters Score -4505764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -4505770.000000 Penalty: 3448.945068
	Iteration 58Q: 3 clusters Score -4505770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -4505778.000000 Penalty: 3448.945068
	Iteration 59Q: 3 clusters Score -4505778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -4505781.500000 Penalty: 3448.945068
	Iteration 60F: 3 clusters Score -4505782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -4505785.500000 Penalty: 3448.945068
	Iteration 61Q: 3 clusters Score -4505786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -4505788.000000 Penalty: 3448.945068
	Iteration 62Q: 3 clusters Score -4505788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -4505792.500000 Penalty: 3448.945068
	Iteration 63Q: 3 clusters Score -4505792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -4505799.000000 Penalty: 3448.945068
	Iteration 64Q: 3 clusters Score -4505799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -4505806.000000 Penalty: 3448.945068
	Iteration 65Q: 3 clusters Score -4505806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -4505817.500000 Penalty: 3448.945068
	Iteration 66Q: 3 clusters Score -4505818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -4505824.500000 Penalty: 3448.945068
	Iteration 67Q: 3 clusters Score -4505824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -4505830.000000 Penalty: 3448.945068
	Iteration 68Q: 3 clusters Score -4505830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -4505836.000000 Penalty: 3448.945068
	Iteration 69Q: 3 clusters Score -4505836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -4505832.000000 Penalty: 3448.945068
	Iteration 70Q: 3 clusters Score -4505832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -4505833.500000 Penalty: 3448.945068
	Iteration 71Q: 3 clusters Score -4505834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -4505834.500000 Penalty: 3448.945068
	Iteration 72Q: 3 clusters Score -4505834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -4505838.500000 Penalty: 3448.945068
	Iteration 73Q: 3 clusters Score -4505838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -4505837.500000 Penalty: 3448.945068
	Iteration 74Q: 3 clusters Score -4505838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -4505840.000000 Penalty: 3448.945068
	Iteration 75Q: 3 clusters Score -4505840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -4505838.000000 Penalty: 3448.945068
	Iteration 76Q: 3 clusters Score -4505838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -4505835.000000 Penalty: 3448.945068
	Iteration 77Q: 3 clusters Score -4505835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -4505839.000000 Penalty: 3448.945068
	Iteration 78Q: 3 clusters Score -4505839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -4505838.500000 Penalty: 3448.945068
	Iteration 79Q: 3 clusters Score -4505838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -4505838.500000 Penalty: 3448.945068
	Iteration 80F: 3 clusters Score -4505838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Entering Unmasked Estep 
Score: -578952.687500 Penalty: 1384.530640
	Iteration 0F: 2 clusters Score -578952.7 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 2508 members 
Entering Unmasked Estep 
Score: -574928.437500 Penalty: 2769.061279
	Iteration 0F: 3 clusters Score -574928.4 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -576019.562500 Penalty: 2769.061279
	Iteration 1F: 3 clusters Score -576019.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -576184.875000 Penalty: 2769.061279
	Iteration 2F: 3 clusters Score -576184.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -576291.625000 Penalty: 2769.061279
	Iteration 3Q: 3 clusters Score -576291.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -576372.937500 Penalty: 2769.061279
	Iteration 4Q: 3 clusters Score -576372.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -576452.562500 Penalty: 2769.061279
	Iteration 5Q: 3 clusters Score -576452.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -576525.937500 Penalty: 2769.061279
	Iteration 6Q: 3 clusters Score -576525.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -576602.250000 Penalty: 2769.061279
	Iteration 7Q: 3 clusters Score -576602.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -576686.312500 Penalty: 2769.061279
	Iteration 8Q: 3 clusters Score -576686.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -576769.687500 Penalty: 2769.061279
	Iteration 9Q: 3 clusters Score -576769.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -576847.125000 Penalty: 2769.061279
	Iteration 10Q: 3 clusters Score -576847.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -576921.312500 Penalty: 2769.061279
	Iteration 11Q: 3 clusters Score -576921.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -576997.062500 Penalty: 2769.061279
	Iteration 12Q: 3 clusters Score -576997.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -577074.375000 Penalty: 2769.061279
	Iteration 13Q: 3 clusters Score -577074.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -577142.250000 Penalty: 2769.061279
	Iteration 14Q: 3 clusters Score -577142.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -577199.937500 Penalty: 2769.061279
	Iteration 15Q: 3 clusters Score -577199.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -577248.375000 Penalty: 2769.061279
	Iteration 16Q: 3 clusters Score -577248.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -577299.312500 Penalty: 2769.061279
	Iteration 17Q: 3 clusters Score -577299.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -577359.687500 Penalty: 2769.061279
	Iteration 18Q: 3 clusters Score -577359.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -577414.062500 Penalty: 2769.061279
	Iteration 19Q: 3 clusters Score -577414.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -577468.187500 Penalty: 2769.061279
	Iteration 20F: 3 clusters Score -577468.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -577526.625000 Penalty: 2769.061279
	Iteration 21Q: 3 clusters Score -577526.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -577571.062500 Penalty: 2769.061279
	Iteration 22Q: 3 clusters Score -577571.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -577601.375000 Penalty: 2769.061279
	Iteration 23Q: 3 clusters Score -577601.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -577626.187500 Penalty: 2769.061279
	Iteration 24Q: 3 clusters Score -577626.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -577647.812500 Penalty: 2769.061279
	Iteration 25Q: 3 clusters Score -577647.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -577671.812500 Penalty: 2769.061279
	Iteration 26Q: 3 clusters Score -577671.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -577698.562500 Penalty: 2769.061279
	Iteration 27Q: 3 clusters Score -577698.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -577723.125000 Penalty: 2769.061279
	Iteration 28Q: 3 clusters Score -577723.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -577748.812500 Penalty: 2769.061279
	Iteration 29Q: 3 clusters Score -577748.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -577761.500000 Penalty: 2769.061279
	Iteration 30Q: 3 clusters Score -577761.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -577770.812500 Penalty: 2769.061279
	Iteration 31Q: 3 clusters Score -577770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -577774.062500 Penalty: 2769.061279
	Iteration 32Q: 3 clusters Score -577774.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -577777.375000 Penalty: 2769.061279
	Iteration 33Q: 3 clusters Score -577777.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -577778.687500 Penalty: 2769.061279
	Iteration 34Q: 3 clusters Score -577778.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -577780.062500 Penalty: 2769.061279
	Iteration 35Q: 3 clusters Score -577780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -577781.625000 Penalty: 2769.061279
	Iteration 36Q: 3 clusters Score -577781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -577783.000000 Penalty: 2769.061279
	Iteration 37Q: 3 clusters Score -577783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -577785.000000 Penalty: 2769.061279
	Iteration 38Q: 3 clusters Score -577785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -577785.000000 Penalty: 2769.061279
	Iteration 39F: 3 clusters Score -577785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -136775.000000 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -136775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -135113.125000 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -135113.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -135457.921875 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -135457.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135589.343750 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -135589.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -135658.468750 Penalty: 2334.264404
	Iteration 3F: 3 clusters Score -135658.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -135719.015625 Penalty: 2334.264404
	Iteration 4Q: 3 clusters Score -135719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -135766.578125 Penalty: 2334.264404
	Iteration 5Q: 3 clusters Score -135766.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -135812.890625 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -135812.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -135865.296875 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -135865.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -135895.000000 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -135895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -135921.750000 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -135921.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -135961.296875 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -135961.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -136011.781250 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -136011.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -136066.406250 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -136066.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -136131.812500 Penalty: 2334.264404
	Iteration 13Q: 3 clusters Score -136131.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -136197.015625 Penalty: 2334.264404
	Iteration 14Q: 3 clusters Score -136197 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -136236.328125 Penalty: 2334.264404
	Iteration 15Q: 3 clusters Score -136236.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -136280.687500 Penalty: 2334.264404
	Iteration 16Q: 3 clusters Score -136280.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -136310.250000 Penalty: 2334.264404
	Iteration 17Q: 3 clusters Score -136310.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -136325.500000 Penalty: 2334.264404
	Iteration 18Q: 3 clusters Score -136325.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -136334.921875 Penalty: 2334.264404
	Iteration 19Q: 3 clusters Score -136334.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -136349.625000 Penalty: 2334.264404
	Iteration 20F: 3 clusters Score -136349.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -136360.156250 Penalty: 2334.264404
	Iteration 21Q: 3 clusters Score -136360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -136361.687500 Penalty: 2334.264404
	Iteration 22Q: 3 clusters Score -136361.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -136361.687500 Penalty: 2334.264404
	Iteration 23F: 3 clusters Score -136361.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Entering Unmasked Estep 
Score: -3691252.250000 Penalty: 1687.515259
	Iteration 0F: 2 clusters Score -3691252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3669599.250000 Penalty: 3375.030518
	Iteration 0F: 3 clusters Score -3669599 nChanged 14956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3678089.750000 Penalty: 3375.030518
	Iteration 1F: 3 clusters Score -3678090 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3678627.500000 Penalty: 3375.030518
	Iteration 2Q: 3 clusters Score -3678628 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -3679225.500000 Penalty: 3375.030518
	Iteration 3Q: 3 clusters Score -3679226 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3679903.250000 Penalty: 3375.030518
	Iteration 4Q: 3 clusters Score -3679903 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3680747.250000 Penalty: 3375.030518
	Iteration 5F: 3 clusters Score -3680747 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -3681875.500000 Penalty: 3375.030518
	Iteration 6F: 3 clusters Score -3681876 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3683208.250000 Penalty: 3375.030518
	Iteration 7F: 3 clusters Score -3683208 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -3684563.500000 Penalty: 3375.030518
	Iteration 8F: 3 clusters Score -3684564 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3685647.750000 Penalty: 3375.030518
	Iteration 9Q: 3 clusters Score -3685648 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3686420.500000 Penalty: 3375.030518
	Iteration 10Q: 3 clusters Score -3686420 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3686941.500000 Penalty: 3375.030518
	Iteration 11Q: 3 clusters Score -3686942 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3687318.500000 Penalty: 3375.030518
	Iteration 12Q: 3 clusters Score -3687318 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3687625.000000 Penalty: 3375.030518
	Iteration 13Q: 3 clusters Score -3687625 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3687854.500000 Penalty: 3375.030518
	Iteration 14Q: 3 clusters Score -3687854 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3688011.250000 Penalty: 3375.030518
	Iteration 15Q: 3 clusters Score -3688011 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -3688139.250000 Penalty: 3375.030518
	Iteration 16Q: 3 clusters Score -3688139 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -3688273.000000 Penalty: 3375.030518
	Iteration 17Q: 3 clusters Score -3688273 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -3688365.000000 Penalty: 3375.030518
	Iteration 18Q: 3 clusters Score -3688365 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3688455.500000 Penalty: 3375.030518
	Iteration 19Q: 3 clusters Score -3688456 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -3688546.250000 Penalty: 3375.030518
	Iteration 20F: 3 clusters Score -3688546 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3688614.000000 Penalty: 3375.030518
	Iteration 21Q: 3 clusters Score -3688614 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3688689.750000 Penalty: 3375.030518
	Iteration 22Q: 3 clusters Score -3688690 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -3688764.250000 Penalty: 3375.030518
	Iteration 23Q: 3 clusters Score -3688764 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3688857.000000 Penalty: 3375.030518
	Iteration 24Q: 3 clusters Score -3688857 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -3688953.250000 Penalty: 3375.030518
	Iteration 25Q: 3 clusters Score -3688953 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -3689037.500000 Penalty: 3375.030518
	Iteration 26Q: 3 clusters Score -3689038 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -3689128.750000 Penalty: 3375.030518
	Iteration 27Q: 3 clusters Score -3689129 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -3689193.250000 Penalty: 3375.030518
	Iteration 28Q: 3 clusters Score -3689193 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -3689260.250000 Penalty: 3375.030518
	Iteration 29Q: 3 clusters Score -3689260 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -3689322.250000 Penalty: 3375.030518
	Iteration 30Q: 3 clusters Score -3689322 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3689391.250000 Penalty: 3375.030518
	Iteration 31Q: 3 clusters Score -3689391 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -3689460.000000 Penalty: 3375.030518
	Iteration 32Q: 3 clusters Score -3689460 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3689513.250000 Penalty: 3375.030518
	Iteration 33Q: 3 clusters Score -3689513 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -3689562.500000 Penalty: 3375.030518
	Iteration 34Q: 3 clusters Score -3689562 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -3689607.250000 Penalty: 3375.030518
	Iteration 35Q: 3 clusters Score -3689607 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -3689643.750000 Penalty: 3375.030518
	Iteration 36Q: 3 clusters Score -3689644 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -3689677.750000 Penalty: 3375.030518
	Iteration 37Q: 3 clusters Score -3689678 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -3689711.750000 Penalty: 3375.030518
	Iteration 38Q: 3 clusters Score -3689712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3689743.500000 Penalty: 3375.030518
	Iteration 39Q: 3 clusters Score -3689744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -3689757.250000 Penalty: 3375.030518
	Iteration 40F: 3 clusters Score -3689757 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -3689765.750000 Penalty: 3375.030518
	Iteration 41Q: 3 clusters Score -3689766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -3689780.500000 Penalty: 3375.030518
	Iteration 42Q: 3 clusters Score -3689780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -3689790.250000 Penalty: 3375.030518
	Iteration 43Q: 3 clusters Score -3689790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -3689797.500000 Penalty: 3375.030518
	Iteration 44Q: 3 clusters Score -3689798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -3689807.000000 Penalty: 3375.030518
	Iteration 45Q: 3 clusters Score -3689807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -3689817.000000 Penalty: 3375.030518
	Iteration 46Q: 3 clusters Score -3689817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -3689829.000000 Penalty: 3375.030518
	Iteration 47Q: 3 clusters Score -3689829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -3689842.250000 Penalty: 3375.030518
	Iteration 48Q: 3 clusters Score -3689842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -3689848.500000 Penalty: 3375.030518
	Iteration 49Q: 3 clusters Score -3689848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -3689853.000000 Penalty: 3375.030518
	Iteration 50Q: 3 clusters Score -3689853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -3689858.750000 Penalty: 3375.030518
	Iteration 51Q: 3 clusters Score -3689859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -3689867.250000 Penalty: 3375.030518
	Iteration 52Q: 3 clusters Score -3689867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -3689872.250000 Penalty: 3375.030518
	Iteration 53Q: 3 clusters Score -3689872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -3689871.750000 Penalty: 3375.030518
	Iteration 54Q: 3 clusters Score -3689872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -3689873.250000 Penalty: 3375.030518
	Iteration 55Q: 3 clusters Score -3689873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -3689878.250000 Penalty: 3375.030518
	Iteration 56Q: 3 clusters Score -3689878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -3689881.250000 Penalty: 3375.030518
	Iteration 57Q: 3 clusters Score -3689881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -3689886.750000 Penalty: 3375.030518
	Iteration 58Q: 3 clusters Score -3689887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -3689891.000000 Penalty: 3375.030518
	Iteration 59Q: 3 clusters Score -3689891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -3689894.000000 Penalty: 3375.030518
	Iteration 60F: 3 clusters Score -3689894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -3689897.750000 Penalty: 3375.030518
	Iteration 61Q: 3 clusters Score -3689898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -3689897.750000 Penalty: 3375.030518
	Iteration 62Q: 3 clusters Score -3689898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -3689903.000000 Penalty: 3375.030518
	Iteration 63Q: 3 clusters Score -3689903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -3689904.000000 Penalty: 3375.030518
	Iteration 64Q: 3 clusters Score -3689904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -3689908.250000 Penalty: 3375.030518
	Iteration 65Q: 3 clusters Score -3689908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -3689901.000000 Penalty: 3375.030518
	Iteration 66Q: 3 clusters Score -3689901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -3689900.250000 Penalty: 3375.030518
	Iteration 67Q: 3 clusters Score -3689900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -3689900.250000 Penalty: 3375.030518
	Iteration 68F: 3 clusters Score -3689900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Entering Unmasked Estep 
Score: -10572454.000000 Penalty: 1859.575806
	Iteration 0F: 2 clusters Score -1.057245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -10510170.000000 Penalty: 3719.151611
	Iteration 0F: 3 clusters Score -1.051017e+07 nChanged 44585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -10537061.000000 Penalty: 3719.151611
	Iteration 1F: 3 clusters Score -1.053706e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -10538469.000000 Penalty: 3719.151611
	Iteration 2Q: 3 clusters Score -1.053847e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -10540568.000000 Penalty: 3719.151611
	Iteration 3Q: 3 clusters Score -1.054057e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -10543519.000000 Penalty: 3719.151611
	Iteration 4F: 3 clusters Score -1.054352e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -10547562.000000 Penalty: 3719.151611
	Iteration 5F: 3 clusters Score -1.054756e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -10552615.000000 Penalty: 3719.151611
	Iteration 6F: 3 clusters Score -1.055262e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -10557578.000000 Penalty: 3719.151611
	Iteration 7F: 3 clusters Score -1.055758e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68528 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -10561351.000000 Penalty: 3719.151611
	Iteration 8F: 3 clusters Score -1.056135e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -10563645.000000 Penalty: 3719.151611
	Iteration 9Q: 3 clusters Score -1.056364e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -10565027.000000 Penalty: 3719.151611
	Iteration 10Q: 3 clusters Score -1.056503e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -10566032.000000 Penalty: 3719.151611
	Iteration 11Q: 3 clusters Score -1.056603e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76893 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -10566795.000000 Penalty: 3719.151611
	Iteration 12Q: 3 clusters Score -1.05668e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -10567428.000000 Penalty: 3719.151611
	Iteration 13Q: 3 clusters Score -1.056743e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79927 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -10568048.000000 Penalty: 3719.151611
	Iteration 14Q: 3 clusters Score -1.056805e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81325 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -10568581.000000 Penalty: 3719.151611
	Iteration 15Q: 3 clusters Score -1.056858e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82589 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -10569094.000000 Penalty: 3719.151611
	Iteration 16Q: 3 clusters Score -1.056909e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83747 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -10569589.000000 Penalty: 3719.151611
	Iteration 17Q: 3 clusters Score -1.056959e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -10569951.000000 Penalty: 3719.151611
	Iteration 18Q: 3 clusters Score -1.056995e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -10570299.000000 Penalty: 3719.151611
	Iteration 19Q: 3 clusters Score -1.05703e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -10570565.000000 Penalty: 3719.151611
	Iteration 20F: 3 clusters Score -1.057056e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87315 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -10570852.000000 Penalty: 3719.151611
	Iteration 21Q: 3 clusters Score -1.057085e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88002 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -10571163.000000 Penalty: 3719.151611
	Iteration 22Q: 3 clusters Score -1.057116e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88560 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -10571374.000000 Penalty: 3719.151611
	Iteration 23Q: 3 clusters Score -1.057137e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -10571605.000000 Penalty: 3719.151611
	Iteration 24Q: 3 clusters Score -1.05716e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89457 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -10571770.000000 Penalty: 3719.151611
	Iteration 25Q: 3 clusters Score -1.057177e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -10571910.000000 Penalty: 3719.151611
	Iteration 26Q: 3 clusters Score -1.057191e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89991 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -10571974.000000 Penalty: 3719.151611
	Iteration 27Q: 3 clusters Score -1.057197e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -10572068.000000 Penalty: 3719.151611
	Iteration 28Q: 3 clusters Score -1.057207e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90351 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -10572148.000000 Penalty: 3719.151611
	Iteration 29Q: 3 clusters Score -1.057215e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90499 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -10572185.000000 Penalty: 3719.151611
	Iteration 30Q: 3 clusters Score -1.057218e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90617 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -10572178.000000 Penalty: 3719.151611
	Iteration 31Q: 3 clusters Score -1.057218e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -10572180.000000 Penalty: 3719.151611
	Iteration 32Q: 3 clusters Score -1.057218e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -10572224.000000 Penalty: 3719.151611
	Iteration 33Q: 3 clusters Score -1.057222e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90861 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -10572239.000000 Penalty: 3719.151611
	Iteration 34Q: 3 clusters Score -1.057224e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90912 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -10572270.000000 Penalty: 3719.151611
	Iteration 35Q: 3 clusters Score -1.057227e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90952 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -10572255.000000 Penalty: 3719.151611
	Iteration 36Q: 3 clusters Score -1.057226e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90994 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -10572267.000000 Penalty: 3719.151611
	Iteration 37Q: 3 clusters Score -1.057227e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91025 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -10572256.000000 Penalty: 3719.151611
	Iteration 38Q: 3 clusters Score -1.057226e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91053 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -10572239.000000 Penalty: 3719.151611
	Iteration 39Q: 3 clusters Score -1.057224e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -10572252.000000 Penalty: 3719.151611
	Iteration 40F: 3 clusters Score -1.057225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91085 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -10572267.000000 Penalty: 3719.151611
	Iteration 41Q: 3 clusters Score -1.057227e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91096 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -10572253.000000 Penalty: 3719.151611
	Iteration 42Q: 3 clusters Score -1.057225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -10572261.000000 Penalty: 3719.151611
	Iteration 43Q: 3 clusters Score -1.057226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91118 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -10572256.000000 Penalty: 3719.151611
	Iteration 44Q: 3 clusters Score -1.057226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -10572243.000000 Penalty: 3719.151611
	Iteration 45Q: 3 clusters Score -1.057224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91133 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -10572252.000000 Penalty: 3719.151611
	Iteration 46Q: 3 clusters Score -1.057225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -10572256.000000 Penalty: 3719.151611
	Iteration 47Q: 3 clusters Score -1.057226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91150 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -10572267.000000 Penalty: 3719.151611
	Iteration 48Q: 3 clusters Score -1.057227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91160 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -10572272.000000 Penalty: 3719.151611
	Iteration 49Q: 3 clusters Score -1.057227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -10572272.000000 Penalty: 3719.151611
	Iteration 50Q: 3 clusters Score -1.057227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91170 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -10572271.000000 Penalty: 3719.151611
	Iteration 51Q: 3 clusters Score -1.057227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91176 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -10572277.000000 Penalty: 3719.151611
	Iteration 52Q: 3 clusters Score -1.057228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91183 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -10572281.000000 Penalty: 3719.151611
	Iteration 53Q: 3 clusters Score -1.057228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91186 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -10572283.000000 Penalty: 3719.151611
	Iteration 54Q: 3 clusters Score -1.057228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -10572288.000000 Penalty: 3719.151611
	Iteration 55Q: 3 clusters Score -1.057229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -10572278.000000 Penalty: 3719.151611
	Iteration 56Q: 3 clusters Score -1.057228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -10572282.000000 Penalty: 3719.151611
	Iteration 57Q: 3 clusters Score -1.057228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -10572291.000000 Penalty: 3719.151611
	Iteration 58Q: 3 clusters Score -1.057229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -10572297.000000 Penalty: 3719.151611
	Iteration 59Q: 3 clusters Score -1.05723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91207 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -10572288.000000 Penalty: 3719.151611
	Iteration 60F: 3 clusters Score -1.057229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91211 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -10572284.000000 Penalty: 3719.151611
	Iteration 61Q: 3 clusters Score -1.057228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -10572292.000000 Penalty: 3719.151611
	Iteration 62Q: 3 clusters Score -1.057229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91216 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -10572294.000000 Penalty: 3719.151611
	Iteration 63Q: 3 clusters Score -1.057229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91216 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -10572294.000000 Penalty: 3719.151611
	Iteration 64F: 3 clusters Score -1.057229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -503575.062500 Penalty: 1371.234497
	Iteration 0F: 2 clusters Score -503575.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -499821.843750 Penalty: 2742.468994
	Iteration 0F: 3 clusters Score -499821.8 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -500865.406250 Penalty: 2742.468994
	Iteration 1F: 3 clusters Score -500865.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -501088.093750 Penalty: 2742.468994
	Iteration 2F: 3 clusters Score -501088.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -501263.250000 Penalty: 2742.468994
	Iteration 3F: 3 clusters Score -501263.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -501433.000000 Penalty: 2742.468994
	Iteration 4F: 3 clusters Score -501433 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -501587.437500 Penalty: 2742.468994
	Iteration 5F: 3 clusters Score -501587.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -501785.250000 Penalty: 2742.468994
	Iteration 6F: 3 clusters Score -501785.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -501973.593750 Penalty: 2742.468994
	Iteration 7F: 3 clusters Score -501973.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -502150.187500 Penalty: 2742.468994
	Iteration 8Q: 3 clusters Score -502150.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -502286.593750 Penalty: 2742.468994
	Iteration 9Q: 3 clusters Score -502286.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -502397.406250 Penalty: 2742.468994
	Iteration 10Q: 3 clusters Score -502397.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -502468.406250 Penalty: 2742.468994
	Iteration 11Q: 3 clusters Score -502468.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -502514.562500 Penalty: 2742.468994
	Iteration 12Q: 3 clusters Score -502514.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -502557.937500 Penalty: 2742.468994
	Iteration 13Q: 3 clusters Score -502557.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -502591.687500 Penalty: 2742.468994
	Iteration 14Q: 3 clusters Score -502591.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -502624.875000 Penalty: 2742.468994
	Iteration 15Q: 3 clusters Score -502624.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -502663.531250 Penalty: 2742.468994
	Iteration 16Q: 3 clusters Score -502663.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -502700.531250 Penalty: 2742.468994
	Iteration 17Q: 3 clusters Score -502700.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -502722.875000 Penalty: 2742.468994
	Iteration 18Q: 3 clusters Score -502722.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -502739.781250 Penalty: 2742.468994
	Iteration 19Q: 3 clusters Score -502739.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -502747.875000 Penalty: 2742.468994
	Iteration 20F: 3 clusters Score -502747.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -502754.187500 Penalty: 2742.468994
	Iteration 21Q: 3 clusters Score -502754.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -502756.500000 Penalty: 2742.468994
	Iteration 22Q: 3 clusters Score -502756.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -502758.812500 Penalty: 2742.468994
	Iteration 23Q: 3 clusters Score -502758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -502758.906250 Penalty: 2742.468994
	Iteration 24Q: 3 clusters Score -502758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -502760.187500 Penalty: 2742.468994
	Iteration 25Q: 3 clusters Score -502760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -502761.687500 Penalty: 2742.468994
	Iteration 26Q: 3 clusters Score -502761.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -502761.937500 Penalty: 2742.468994
	Iteration 27Q: 3 clusters Score -502761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -502762.093750 Penalty: 2742.468994
	Iteration 28Q: 3 clusters Score -502762.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -502762.093750 Penalty: 2742.468994
	Iteration 29F: 3 clusters Score -502762.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Entering Unmasked Estep 
Score: -973400.062500 Penalty: 1467.921753
	Iteration 0F: 2 clusters Score -973400.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -967217.750000 Penalty: 2935.843506
	Iteration 0F: 3 clusters Score -967217.8 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -969040.812500 Penalty: 2935.843506
	Iteration 1F: 3 clusters Score -969040.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -969314.125000 Penalty: 2935.843506
	Iteration 2F: 3 clusters Score -969314.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -969578.312500 Penalty: 2935.843506
	Iteration 3F: 3 clusters Score -969578.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -969866.437500 Penalty: 2935.843506
	Iteration 4F: 3 clusters Score -969866.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -970207.937500 Penalty: 2935.843506
	Iteration 5F: 3 clusters Score -970207.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -970562.812500 Penalty: 2935.843506
	Iteration 6F: 3 clusters Score -970562.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -970985.437500 Penalty: 2935.843506
	Iteration 7F: 3 clusters Score -970985.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -971471.562500 Penalty: 2935.843506
	Iteration 8F: 3 clusters Score -971471.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -971937.750000 Penalty: 2935.843506
	Iteration 9F: 3 clusters Score -971937.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -972306.500000 Penalty: 2935.843506
	Iteration 10F: 3 clusters Score -972306.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -972512.875000 Penalty: 2935.843506
	Iteration 11Q: 3 clusters Score -972512.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -972615.250000 Penalty: 2935.843506
	Iteration 12Q: 3 clusters Score -972615.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -972662.562500 Penalty: 2935.843506
	Iteration 13Q: 3 clusters Score -972662.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -972687.562500 Penalty: 2935.843506
	Iteration 14Q: 3 clusters Score -972687.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -972698.625000 Penalty: 2935.843506
	Iteration 15Q: 3 clusters Score -972698.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -972708.187500 Penalty: 2935.843506
	Iteration 16Q: 3 clusters Score -972708.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -972714.187500 Penalty: 2935.843506
	Iteration 17Q: 3 clusters Score -972714.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -972718.187500 Penalty: 2935.843506
	Iteration 18Q: 3 clusters Score -972718.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -972720.187500 Penalty: 2935.843506
	Iteration 19Q: 3 clusters Score -972720.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -972722.750000 Penalty: 2935.843506
	Iteration 20F: 3 clusters Score -972722.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -972725.687500 Penalty: 2935.843506
	Iteration 21Q: 3 clusters Score -972725.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -972724.125000 Penalty: 2935.843506
	Iteration 22Q: 3 clusters Score -972724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -972725.625000 Penalty: 2935.843506
	Iteration 23Q: 3 clusters Score -972725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -972725.687500 Penalty: 2935.843506
	Iteration 24Q: 3 clusters Score -972725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -972726.375000 Penalty: 2935.843506
	Iteration 25Q: 3 clusters Score -972726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -972726.375000 Penalty: 2935.843506
	Iteration 26Q: 3 clusters Score -972726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -972725.562500 Penalty: 2935.843506
	Iteration 27Q: 3 clusters Score -972725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -972727.000000 Penalty: 2935.843506
	Iteration 28Q: 3 clusters Score -972727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -972727.625000 Penalty: 2935.843506
	Iteration 29Q: 3 clusters Score -972727.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -972727.625000 Penalty: 2935.843506
	Iteration 30F: 3 clusters Score -972727.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 85698 members 
Mstep: Class 3 contains 13442 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 83884 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175999 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78998 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5015 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32361 members 
Mstep: Class 21 contains 93297 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099456.000000 Penalty: 51286.125000
Iteration 239Q: 24 clusters Score -1.020995e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78708 members 
Mstep: Class 2 contains 85705 members 
Mstep: Class 3 contains 13440 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 83866 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48397 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95059 members 
Mstep: Class 12 contains 79003 members 
Mstep: Class 13 contains 3144 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5013 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32360 members 
Mstep: Class 21 contains 93297 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099392.000000 Penalty: 51286.125000
Iteration 240F: 24 clusters Score -1.020994e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 85735 members 
Mstep: Class 3 contains 13437 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 83842 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48396 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95056 members 
Mstep: Class 12 contains 79009 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32360 members 
Mstep: Class 21 contains 93296 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099328.000000 Penalty: 51286.125000
Iteration 241Q: 24 clusters Score -1.020993e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 85781 members 
Mstep: Class 3 contains 13434 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 83824 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48396 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78994 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32360 members 
Mstep: Class 21 contains 93296 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099344.000000 Penalty: 51286.125000
Iteration 242Q: 24 clusters Score -1.020993e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 85807 members 
Mstep: Class 3 contains 13432 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 83815 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48396 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95057 members 
Mstep: Class 12 contains 78973 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32360 members 
Mstep: Class 21 contains 93296 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099328.000000 Penalty: 51286.125000
Iteration 243Q: 24 clusters Score -1.020993e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 85831 members 
Mstep: Class 3 contains 13428 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15574 members 
Mstep: Class 6 contains 83808 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48396 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95059 members 
Mstep: Class 12 contains 78966 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32360 members 
Mstep: Class 21 contains 93295 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099304.000000 Penalty: 51286.125000
Iteration 244Q: 24 clusters Score -1.020993e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78780 members 
Mstep: Class 2 contains 85859 members 
Mstep: Class 3 contains 13432 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15578 members 
Mstep: Class 6 contains 83792 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48396 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95059 members 
Mstep: Class 12 contains 78954 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32360 members 
Mstep: Class 21 contains 93295 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099288.000000 Penalty: 51286.125000
Iteration 245Q: 24 clusters Score -1.020993e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78776 members 
Mstep: Class 2 contains 85889 members 
Mstep: Class 3 contains 13436 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 83789 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48396 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95066 members 
Mstep: Class 12 contains 78931 members 
Mstep: Class 13 contains 3144 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 852 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32360 members 
Mstep: Class 21 contains 93295 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099288.000000 Penalty: 51286.125000
Iteration 246Q: 24 clusters Score -1.020993e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 85904 members 
Mstep: Class 3 contains 13441 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15570 members 
Mstep: Class 6 contains 83783 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95068 members 
Mstep: Class 12 contains 78908 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32360 members 
Mstep: Class 21 contains 93295 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099296.000000 Penalty: 51286.125000
Iteration 247Q: 24 clusters Score -1.020993e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 85914 members 
Mstep: Class 3 contains 13441 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 83794 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95069 members 
Mstep: Class 12 contains 78872 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 851 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32360 members 
Mstep: Class 21 contains 93295 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099424.000000 Penalty: 51286.125000
Iteration 248Q: 24 clusters Score -1.020994e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 85923 members 
Mstep: Class 3 contains 13438 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 83806 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95072 members 
Mstep: Class 12 contains 78848 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32360 members 
Mstep: Class 21 contains 93295 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 8238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099328.000000 Penalty: 51286.125000
Iteration 249Q: 24 clusters Score -1.020993e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78845 members 
Mstep: Class 2 contains 85913 members 
Mstep: Class 3 contains 13438 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15574 members 
Mstep: Class 6 contains 83810 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95074 members 
Mstep: Class 12 contains 78845 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40625 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32361 members 
Mstep: Class 21 contains 93295 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099360.000000 Penalty: 51286.125000
Iteration 250Q: 24 clusters Score -1.020994e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 85868 members 
Mstep: Class 3 contains 13442 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 83813 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95081 members 
Mstep: Class 12 contains 78855 members 
Mstep: Class 13 contains 3143 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32360 members 
Mstep: Class 21 contains 93295 members 
Mstep: Class 22 contains 4623 members 
Mstep: Class 23 contains 8220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099416.000000 Penalty: 51286.125000
Iteration 251Q: 24 clusters Score -1.020994e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 85831 members 
Mstep: Class 3 contains 13440 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 83838 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175996 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95082 members 
Mstep: Class 12 contains 78860 members 
Mstep: Class 13 contains 3144 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40622 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32361 members 
Mstep: Class 21 contains 93295 members 
Mstep: Class 22 contains 4625 members 
Mstep: Class 23 contains 8213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099400.000000 Penalty: 51286.125000
Iteration 252Q: 24 clusters Score -1.020994e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 85796 members 
Mstep: Class 3 contains 13436 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15570 members 
Mstep: Class 6 contains 83862 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175994 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95081 members 
Mstep: Class 12 contains 78874 members 
Mstep: Class 13 contains 3142 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32360 members 
Mstep: Class 21 contains 93296 members 
Mstep: Class 22 contains 4626 members 
Mstep: Class 23 contains 8205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099440.000000 Penalty: 51286.125000
Iteration 253Q: 24 clusters Score -1.020994e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78917 members 
Mstep: Class 2 contains 85769 members 
Mstep: Class 3 contains 13435 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 83894 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175994 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95081 members 
Mstep: Class 12 contains 78872 members 
Mstep: Class 13 contains 3139 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40622 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32358 members 
Mstep: Class 21 contains 93298 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099416.000000 Penalty: 51286.125000
Iteration 254Q: 24 clusters Score -1.020994e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 85752 members 
Mstep: Class 3 contains 13428 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15570 members 
Mstep: Class 6 contains 83934 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175990 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95082 members 
Mstep: Class 12 contains 78851 members 
Mstep: Class 13 contains 3138 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40622 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32356 members 
Mstep: Class 21 contains 93302 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099464.000000 Penalty: 51286.125000
Iteration 255Q: 24 clusters Score -1.020995e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 85750 members 
Mstep: Class 3 contains 13415 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 83985 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175991 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95081 members 
Mstep: Class 12 contains 78826 members 
Mstep: Class 13 contains 3137 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32351 members 
Mstep: Class 21 contains 93303 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099528.000000 Penalty: 51286.125000
Iteration 256Q: 24 clusters Score -1.020995e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 85734 members 
Mstep: Class 3 contains 13400 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15559 members 
Mstep: Class 6 contains 84031 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175992 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95078 members 
Mstep: Class 12 contains 78810 members 
Mstep: Class 13 contains 3137 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32350 members 
Mstep: Class 21 contains 93304 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099456.000000 Penalty: 51286.125000
Iteration 257Q: 24 clusters Score -1.020995e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 85721 members 
Mstep: Class 3 contains 13385 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15560 members 
Mstep: Class 6 contains 84055 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175993 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95074 members 
Mstep: Class 12 contains 78810 members 
Mstep: Class 13 contains 3138 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32350 members 
Mstep: Class 21 contains 93304 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099448.000000 Penalty: 51286.125000
Iteration 258Q: 24 clusters Score -1.020994e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 85704 members 
Mstep: Class 3 contains 13375 members 
Mstep: Class 4 contains 9914 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 84072 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175994 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95072 members 
Mstep: Class 12 contains 78828 members 
Mstep: Class 13 contains 3138 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32348 members 
Mstep: Class 21 contains 93305 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099528.000000 Penalty: 51286.125000
Iteration 259Q: 24 clusters Score -1.020995e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 85689 members 
Mstep: Class 3 contains 13364 members 
Mstep: Class 4 contains 9915 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 84087 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175995 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95071 members 
Mstep: Class 12 contains 78838 members 
Mstep: Class 13 contains 3138 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32347 members 
Mstep: Class 21 contains 93304 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099464.000000 Penalty: 51286.125000
Iteration 260F: 24 clusters Score -1.020995e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 85683 members 
Mstep: Class 3 contains 13353 members 
Mstep: Class 4 contains 9916 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 84101 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95069 members 
Mstep: Class 12 contains 78842 members 
Mstep: Class 13 contains 3138 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32342 members 
Mstep: Class 21 contains 93305 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099376.000000 Penalty: 51286.125000
Iteration 261Q: 24 clusters Score -1.020994e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 85667 members 
Mstep: Class 3 contains 13348 members 
Mstep: Class 4 contains 9917 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 84109 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176001 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95069 members 
Mstep: Class 12 contains 78849 members 
Mstep: Class 13 contains 3138 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26801 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32336 members 
Mstep: Class 21 contains 93308 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099432.000000 Penalty: 51286.125000
Iteration 262Q: 24 clusters Score -1.020994e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78961 members 
Mstep: Class 2 contains 85664 members 
Mstep: Class 3 contains 13341 members 
Mstep: Class 4 contains 9917 members 
Mstep: Class 5 contains 15554 members 
Mstep: Class 6 contains 84114 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176002 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95068 members 
Mstep: Class 12 contains 78863 members 
Mstep: Class 13 contains 3138 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26802 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32327 members 
Mstep: Class 21 contains 93312 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099424.000000 Penalty: 51286.125000
Iteration 263Q: 24 clusters Score -1.020994e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 85667 members 
Mstep: Class 3 contains 13336 members 
Mstep: Class 4 contains 9917 members 
Mstep: Class 5 contains 15556 members 
Mstep: Class 6 contains 84117 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176004 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95065 members 
Mstep: Class 12 contains 78872 members 
Mstep: Class 13 contains 3140 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32319 members 
Mstep: Class 21 contains 93315 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099504.000000 Penalty: 51286.125000
Iteration 264Q: 24 clusters Score -1.020995e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 85671 members 
Mstep: Class 3 contains 13333 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15552 members 
Mstep: Class 6 contains 84125 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95064 members 
Mstep: Class 12 contains 78872 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 93319 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099512.000000 Penalty: 51286.125000
Iteration 265Q: 24 clusters Score -1.020995e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 85675 members 
Mstep: Class 3 contains 13329 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15553 members 
Mstep: Class 6 contains 84134 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176005 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95065 members 
Mstep: Class 12 contains 78870 members 
Mstep: Class 13 contains 3140 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32307 members 
Mstep: Class 21 contains 93326 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099512.000000 Penalty: 51286.125000
Iteration 266Q: 24 clusters Score -1.020995e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 85672 members 
Mstep: Class 3 contains 13323 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15553 members 
Mstep: Class 6 contains 84144 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176007 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78873 members 
Mstep: Class 13 contains 3140 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32308 members 
Mstep: Class 21 contains 93324 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099536.000000 Penalty: 51286.125000
Iteration 267Q: 24 clusters Score -1.020995e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 85652 members 
Mstep: Class 3 contains 13317 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15551 members 
Mstep: Class 6 contains 84150 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78896 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32311 members 
Mstep: Class 21 contains 93322 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099512.000000 Penalty: 51286.125000
Iteration 268Q: 24 clusters Score -1.020995e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 85647 members 
Mstep: Class 3 contains 13314 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15549 members 
Mstep: Class 6 contains 84150 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95064 members 
Mstep: Class 12 contains 78907 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32311 members 
Mstep: Class 21 contains 93323 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099520.000000 Penalty: 51286.125000
Iteration 269Q: 24 clusters Score -1.020995e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 85636 members 
Mstep: Class 3 contains 13314 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15548 members 
Mstep: Class 6 contains 84143 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95066 members 
Mstep: Class 12 contains 78923 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32311 members 
Mstep: Class 21 contains 93322 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099496.000000 Penalty: 51286.125000
Iteration 270Q: 24 clusters Score -1.020995e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 85634 members 
Mstep: Class 3 contains 13313 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15549 members 
Mstep: Class 6 contains 84137 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78941 members 
Mstep: Class 13 contains 3142 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32311 members 
Mstep: Class 21 contains 93322 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099464.000000 Penalty: 51286.125000
Iteration 271Q: 24 clusters Score -1.020995e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 85642 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15549 members 
Mstep: Class 6 contains 84131 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95062 members 
Mstep: Class 12 contains 78958 members 
Mstep: Class 13 contains 3142 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32311 members 
Mstep: Class 21 contains 93322 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099464.000000 Penalty: 51286.125000
Iteration 272Q: 24 clusters Score -1.020995e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78914 members 
Mstep: Class 2 contains 85653 members 
Mstep: Class 3 contains 13304 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15549 members 
Mstep: Class 6 contains 84125 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176007 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78965 members 
Mstep: Class 13 contains 3142 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32311 members 
Mstep: Class 21 contains 93322 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099512.000000 Penalty: 51286.125000
Iteration 273Q: 24 clusters Score -1.020995e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 85661 members 
Mstep: Class 3 contains 13295 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15547 members 
Mstep: Class 6 contains 84131 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176007 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95061 members 
Mstep: Class 12 contains 78966 members 
Mstep: Class 13 contains 3142 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32311 members 
Mstep: Class 21 contains 93323 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099552.000000 Penalty: 51286.125000
Iteration 274Q: 24 clusters Score -1.020996e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 85667 members 
Mstep: Class 3 contains 13285 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15550 members 
Mstep: Class 6 contains 84142 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176007 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95060 members 
Mstep: Class 12 contains 78964 members 
Mstep: Class 13 contains 3144 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93324 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099648.000000 Penalty: 51286.125000
Iteration 275Q: 24 clusters Score -1.020996e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 85669 members 
Mstep: Class 3 contains 13278 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15550 members 
Mstep: Class 6 contains 84152 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95061 members 
Mstep: Class 12 contains 78970 members 
Mstep: Class 13 contains 3144 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5012 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93324 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099648.000000 Penalty: 51286.125000
Iteration 276Q: 24 clusters Score -1.020996e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 85679 members 
Mstep: Class 3 contains 13272 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15550 members 
Mstep: Class 6 contains 84156 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95060 members 
Mstep: Class 12 contains 78975 members 
Mstep: Class 13 contains 3144 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5013 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93324 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099656.000000 Penalty: 51286.125000
Iteration 277Q: 24 clusters Score -1.020997e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 85688 members 
Mstep: Class 3 contains 13260 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15550 members 
Mstep: Class 6 contains 84168 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95059 members 
Mstep: Class 12 contains 78980 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5013 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93324 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099712.000000 Penalty: 51286.125000
Iteration 278Q: 24 clusters Score -1.020997e+08 nChanged 95
Entering ConstructFrom: 
Score: -102099712.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (78852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Entering Unmasked Estep 
Score: -9164810.000000 Penalty: 1832.240723
	Iteration 0F: 2 clusters Score -9164810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -9112085.000000 Penalty: 3664.481445
	Iteration 0F: 3 clusters Score -9112085 nChanged 37500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -9133560.000000 Penalty: 3664.481445
	Iteration 1F: 3 clusters Score -9133560 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -9134137.000000 Penalty: 3664.481445
	Iteration 2Q: 3 clusters Score -9134137 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -9134796.000000 Penalty: 3664.481445
	Iteration 3Q: 3 clusters Score -9134796 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -9136012.000000 Penalty: 3664.481445
	Iteration 4Q: 3 clusters Score -9136012 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -9138178.000000 Penalty: 3664.481445
	Iteration 5F: 3 clusters Score -9138178 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -9141851.000000 Penalty: 3664.481445
	Iteration 6F: 3 clusters Score -9141851 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -9147612.000000 Penalty: 3664.481445
	Iteration 7F: 3 clusters Score -9147612 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -9154513.000000 Penalty: 3664.481445
	Iteration 8F: 3 clusters Score -9154513 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 75241 members 
Entering Unmasked Estep 
Score: -9159606.000000 Penalty: 3664.481445
	Iteration 9F: 3 clusters Score -9159606 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 77735 members 
Entering Unmasked Estep 
Score: -9162046.000000 Penalty: 3664.481445
	Iteration 10Q: 3 clusters Score -9162046 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -9162816.000000 Penalty: 3664.481445
	Iteration 11Q: 3 clusters Score -9162816 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -9163051.000000 Penalty: 3664.481445
	Iteration 12Q: 3 clusters Score -9163051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -9163135.000000 Penalty: 3664.481445
	Iteration 13Q: 3 clusters Score -9163135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 78737 members 
Entering Unmasked Estep 
Score: -9163160.000000 Penalty: 3664.481445
	Iteration 14Q: 3 clusters Score -9163160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 78739 members 
Entering Unmasked Estep 
Score: -9163176.000000 Penalty: 3664.481445
	Iteration 15Q: 3 clusters Score -9163176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 78739 members 
Entering Unmasked Estep 
Score: -9163184.000000 Penalty: 3664.481445
	Iteration 16Q: 3 clusters Score -9163184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -9163180.000000 Penalty: 3664.481445
	Iteration 17Q: 3 clusters Score -9163180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 78741 members 
Entering Unmasked Estep 
Score: -9163182.000000 Penalty: 3664.481445
	Iteration 18Q: 3 clusters Score -9163182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
Score: -9163186.000000 Penalty: 3664.481445
	Iteration 19Q: 3 clusters Score -9163186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
Score: -9163186.000000 Penalty: 3664.481445
	Iteration 20F: 3 clusters Score -9163186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (85704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Entering Unmasked Estep 
Score: -10006376.000000 Penalty: 1845.781494
	Iteration 0F: 2 clusters Score -1.000638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -9949993.000000 Penalty: 3691.562988
	Iteration 0F: 3 clusters Score -9949993 nChanged 40879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -9973003.000000 Penalty: 3691.562988
	Iteration 1F: 3 clusters Score -9973003 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -9973551.000000 Penalty: 3691.562988
	Iteration 2Q: 3 clusters Score -9973551 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -9974217.000000 Penalty: 3691.562988
	Iteration 3Q: 3 clusters Score -9974217 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -9975324.000000 Penalty: 3691.562988
	Iteration 4Q: 3 clusters Score -9975324 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -9977360.000000 Penalty: 3691.562988
	Iteration 5Q: 3 clusters Score -9977360 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -9981035.000000 Penalty: 3691.562988
	Iteration 6F: 3 clusters Score -9981035 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68098 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -9987227.000000 Penalty: 3691.562988
	Iteration 7F: 3 clusters Score -9987227 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75880 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -9994894.000000 Penalty: 3691.562988
	Iteration 8F: 3 clusters Score -9994894 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81847 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -10001140.000000 Penalty: 3691.562988
	Iteration 9F: 3 clusters Score -1.000114e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10003790.000000 Penalty: 3691.562988
	Iteration 10Q: 3 clusters Score -1.000379e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85437 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10004448.000000 Penalty: 3691.562988
	Iteration 11Q: 3 clusters Score -1.000445e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10004623.000000 Penalty: 3691.562988
	Iteration 12Q: 3 clusters Score -1.000462e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10004684.000000 Penalty: 3691.562988
	Iteration 13Q: 3 clusters Score -1.000468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10004726.000000 Penalty: 3691.562988
	Iteration 14Q: 3 clusters Score -1.000473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10004732.000000 Penalty: 3691.562988
	Iteration 15Q: 3 clusters Score -1.000473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10004739.000000 Penalty: 3691.562988
	Iteration 16Q: 3 clusters Score -1.000474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10004737.000000 Penalty: 3691.562988
	Iteration 17Q: 3 clusters Score -1.000474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10004737.000000 Penalty: 3691.562988
	Iteration 18F: 3 clusters Score -1.000474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Entering Unmasked Estep 
Score: -1534370.250000 Penalty: 1542.385376
	Iteration 0F: 2 clusters Score -1534370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1525154.750000 Penalty: 3084.770752
	Iteration 0F: 3 clusters Score -1525155 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1528327.125000 Penalty: 3084.770752
	Iteration 1F: 3 clusters Score -1528327 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1528841.250000 Penalty: 3084.770752
	Iteration 2F: 3 clusters Score -1528841 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1529549.000000 Penalty: 3084.770752
	Iteration 3F: 3 clusters Score -1529549 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1530423.375000 Penalty: 3084.770752
	Iteration 4F: 3 clusters Score -1530423 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1531314.500000 Penalty: 3084.770752
	Iteration 5F: 3 clusters Score -1531314 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1532170.375000 Penalty: 3084.770752
	Iteration 6F: 3 clusters Score -1532170 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1532818.750000 Penalty: 3084.770752
	Iteration 7F: 3 clusters Score -1532819 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1533189.375000 Penalty: 3084.770752
	Iteration 8Q: 3 clusters Score -1533189 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1533403.625000 Penalty: 3084.770752
	Iteration 9Q: 3 clusters Score -1533404 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1533553.625000 Penalty: 3084.770752
	Iteration 10Q: 3 clusters Score -1533554 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1533649.250000 Penalty: 3084.770752
	Iteration 11Q: 3 clusters Score -1533649 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1533696.625000 Penalty: 3084.770752
	Iteration 12Q: 3 clusters Score -1533697 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1533730.000000 Penalty: 3084.770752
	Iteration 13Q: 3 clusters Score -1533730 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1533737.625000 Penalty: 3084.770752
	Iteration 14Q: 3 clusters Score -1533738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1533740.500000 Penalty: 3084.770752
	Iteration 15Q: 3 clusters Score -1533740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1533753.000000 Penalty: 3084.770752
	Iteration 16Q: 3 clusters Score -1533753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1533758.875000 Penalty: 3084.770752
	Iteration 17Q: 3 clusters Score -1533759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1533765.500000 Penalty: 3084.770752
	Iteration 18Q: 3 clusters Score -1533766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1533762.250000 Penalty: 3084.770752
	Iteration 19Q: 3 clusters Score -1533762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1533768.500000 Penalty: 3084.770752
	Iteration 20F: 3 clusters Score -1533768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1533770.625000 Penalty: 3084.770752
	Iteration 21Q: 3 clusters Score -1533771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1533775.500000 Penalty: 3084.770752
	Iteration 22Q: 3 clusters Score -1533776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1533776.375000 Penalty: 3084.770752
	Iteration 23Q: 3 clusters Score -1533776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1533780.250000 Penalty: 3084.770752
	Iteration 24Q: 3 clusters Score -1533780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1533781.000000 Penalty: 3084.770752
	Iteration 25Q: 3 clusters Score -1533781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1533782.375000 Penalty: 3084.770752
	Iteration 26Q: 3 clusters Score -1533782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1533781.625000 Penalty: 3084.770752
	Iteration 27Q: 3 clusters Score -1533782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1533782.250000 Penalty: 3084.770752
	Iteration 28Q: 3 clusters Score -1533782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1533782.125000 Penalty: 3084.770752
	Iteration 29Q: 3 clusters Score -1533782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1533786.250000 Penalty: 3084.770752
	Iteration 30Q: 3 clusters Score -1533786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1533788.625000 Penalty: 3084.770752
	Iteration 31Q: 3 clusters Score -1533789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1533789.125000 Penalty: 3084.770752
	Iteration 32Q: 3 clusters Score -1533789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1533793.250000 Penalty: 3084.770752
	Iteration 33Q: 3 clusters Score -1533793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1533792.000000 Penalty: 3084.770752
	Iteration 34Q: 3 clusters Score -1533792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1533793.250000 Penalty: 3084.770752
	Iteration 35Q: 3 clusters Score -1533793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1533794.875000 Penalty: 3084.770752
	Iteration 36Q: 3 clusters Score -1533795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1533794.875000 Penalty: 3084.770752
	Iteration 37F: 3 clusters Score -1533795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Entering Unmasked Estep 
Score: -1135546.625000 Penalty: 1495.342285
	Iteration 0F: 2 clusters Score -1135547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1128476.000000 Penalty: 2990.684570
	Iteration 0F: 3 clusters Score -1128476 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1130660.375000 Penalty: 2990.684570
	Iteration 1F: 3 clusters Score -1130660 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1130852.375000 Penalty: 2990.684570
	Iteration 2F: 3 clusters Score -1130852 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1131003.875000 Penalty: 2990.684570
	Iteration 3Q: 3 clusters Score -1131004 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1131125.625000 Penalty: 2990.684570
	Iteration 4Q: 3 clusters Score -1131126 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1131221.750000 Penalty: 2990.684570
	Iteration 5Q: 3 clusters Score -1131222 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1131294.500000 Penalty: 2990.684570
	Iteration 6Q: 3 clusters Score -1131294 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1131353.750000 Penalty: 2990.684570
	Iteration 7Q: 3 clusters Score -1131354 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1131413.125000 Penalty: 2990.684570
	Iteration 8Q: 3 clusters Score -1131413 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1131472.750000 Penalty: 2990.684570
	Iteration 9Q: 3 clusters Score -1131473 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1131544.375000 Penalty: 2990.684570
	Iteration 10Q: 3 clusters Score -1131544 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1131622.375000 Penalty: 2990.684570
	Iteration 11Q: 3 clusters Score -1131622 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1131689.625000 Penalty: 2990.684570
	Iteration 12Q: 3 clusters Score -1131690 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1131786.625000 Penalty: 2990.684570
	Iteration 13Q: 3 clusters Score -1131787 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1131939.375000 Penalty: 2990.684570
	Iteration 14Q: 3 clusters Score -1131939 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1132130.375000 Penalty: 2990.684570
	Iteration 15Q: 3 clusters Score -1132130 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1132368.250000 Penalty: 2990.684570
	Iteration 16Q: 3 clusters Score -1132368 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1132647.125000 Penalty: 2990.684570
	Iteration 17Q: 3 clusters Score -1132647 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1132964.125000 Penalty: 2990.684570
	Iteration 18Q: 3 clusters Score -1132964 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1133287.875000 Penalty: 2990.684570
	Iteration 19Q: 3 clusters Score -1133288 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1133548.750000 Penalty: 2990.684570
	Iteration 20F: 3 clusters Score -1133549 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1133738.750000 Penalty: 2990.684570
	Iteration 21Q: 3 clusters Score -1133739 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1133876.750000 Penalty: 2990.684570
	Iteration 22Q: 3 clusters Score -1133877 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1133984.125000 Penalty: 2990.684570
	Iteration 23Q: 3 clusters Score -1133984 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1134054.500000 Penalty: 2990.684570
	Iteration 24Q: 3 clusters Score -1134054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1134115.750000 Penalty: 2990.684570
	Iteration 25Q: 3 clusters Score -1134116 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1134162.750000 Penalty: 2990.684570
	Iteration 26Q: 3 clusters Score -1134163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1134189.250000 Penalty: 2990.684570
	Iteration 27Q: 3 clusters Score -1134189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1134212.750000 Penalty: 2990.684570
	Iteration 28Q: 3 clusters Score -1134213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1134226.375000 Penalty: 2990.684570
	Iteration 29Q: 3 clusters Score -1134226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1134239.875000 Penalty: 2990.684570
	Iteration 30Q: 3 clusters Score -1134240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1134256.125000 Penalty: 2990.684570
	Iteration 31Q: 3 clusters Score -1134256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1134262.250000 Penalty: 2990.684570
	Iteration 32Q: 3 clusters Score -1134262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1134272.625000 Penalty: 2990.684570
	Iteration 33Q: 3 clusters Score -1134273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1134280.625000 Penalty: 2990.684570
	Iteration 34Q: 3 clusters Score -1134281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1134291.125000 Penalty: 2990.684570
	Iteration 35Q: 3 clusters Score -1134291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1134292.500000 Penalty: 2990.684570
	Iteration 36Q: 3 clusters Score -1134292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1134301.375000 Penalty: 2990.684570
	Iteration 37Q: 3 clusters Score -1134301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1134302.875000 Penalty: 2990.684570
	Iteration 38Q: 3 clusters Score -1134303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1134309.750000 Penalty: 2990.684570
	Iteration 39Q: 3 clusters Score -1134310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1134315.125000 Penalty: 2990.684570
	Iteration 40F: 3 clusters Score -1134315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1134316.250000 Penalty: 2990.684570
	Iteration 41Q: 3 clusters Score -1134316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1134317.500000 Penalty: 2990.684570
	Iteration 42Q: 3 clusters Score -1134318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1134317.500000 Penalty: 2990.684570
	Iteration 43F: 3 clusters Score -1134318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Entering Unmasked Estep 
Score: -1726133.500000 Penalty: 1568.430542
	Iteration 0F: 2 clusters Score -1726134 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 7776 members 
Entering Unmasked Estep 
Score: -1715431.125000 Penalty: 3136.861084
	Iteration 0F: 3 clusters Score -1715431 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1719092.000000 Penalty: 3136.861084
	Iteration 1F: 3 clusters Score -1719092 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1719324.125000 Penalty: 3136.861084
	Iteration 2Q: 3 clusters Score -1719324 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1719483.375000 Penalty: 3136.861084
	Iteration 3Q: 3 clusters Score -1719483 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1719620.500000 Penalty: 3136.861084
	Iteration 4Q: 3 clusters Score -1719620 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1719725.125000 Penalty: 3136.861084
	Iteration 5Q: 3 clusters Score -1719725 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1719806.750000 Penalty: 3136.861084
	Iteration 6Q: 3 clusters Score -1719807 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1719865.000000 Penalty: 3136.861084
	Iteration 7Q: 3 clusters Score -1719865 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1719910.250000 Penalty: 3136.861084
	Iteration 8Q: 3 clusters Score -1719910 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1719950.750000 Penalty: 3136.861084
	Iteration 9Q: 3 clusters Score -1719951 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1719985.125000 Penalty: 3136.861084
	Iteration 10Q: 3 clusters Score -1719985 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1720027.125000 Penalty: 3136.861084
	Iteration 11Q: 3 clusters Score -1720027 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1720059.375000 Penalty: 3136.861084
	Iteration 12Q: 3 clusters Score -1720059 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1720104.000000 Penalty: 3136.861084
	Iteration 13Q: 3 clusters Score -1720104 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1720155.125000 Penalty: 3136.861084
	Iteration 14Q: 3 clusters Score -1720155 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1720206.875000 Penalty: 3136.861084
	Iteration 15Q: 3 clusters Score -1720207 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1720298.500000 Penalty: 3136.861084
	Iteration 16Q: 3 clusters Score -1720298 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1720438.750000 Penalty: 3136.861084
	Iteration 17Q: 3 clusters Score -1720439 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1720671.250000 Penalty: 3136.861084
	Iteration 18Q: 3 clusters Score -1720671 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1721025.625000 Penalty: 3136.861084
	Iteration 19Q: 3 clusters Score -1721026 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1721481.875000 Penalty: 3136.861084
	Iteration 20F: 3 clusters Score -1721482 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1722019.375000 Penalty: 3136.861084
	Iteration 21Q: 3 clusters Score -1722019 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1722588.000000 Penalty: 3136.861084
	Iteration 22Q: 3 clusters Score -1722588 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1723068.000000 Penalty: 3136.861084
	Iteration 23Q: 3 clusters Score -1723068 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1723536.125000 Penalty: 3136.861084
	Iteration 24Q: 3 clusters Score -1723536 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1723924.125000 Penalty: 3136.861084
	Iteration 25Q: 3 clusters Score -1723924 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1724230.750000 Penalty: 3136.861084
	Iteration 26Q: 3 clusters Score -1724231 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1724426.375000 Penalty: 3136.861084
	Iteration 27Q: 3 clusters Score -1724426 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1724560.500000 Penalty: 3136.861084
	Iteration 28Q: 3 clusters Score -1724560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1724630.500000 Penalty: 3136.861084
	Iteration 29Q: 3 clusters Score -1724630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1724672.750000 Penalty: 3136.861084
	Iteration 30Q: 3 clusters Score -1724673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1724704.875000 Penalty: 3136.861084
	Iteration 31Q: 3 clusters Score -1724705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1724710.750000 Penalty: 3136.861084
	Iteration 32Q: 3 clusters Score -1724711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1724715.750000 Penalty: 3136.861084
	Iteration 33Q: 3 clusters Score -1724716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1724722.375000 Penalty: 3136.861084
	Iteration 34Q: 3 clusters Score -1724722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1724737.625000 Penalty: 3136.861084
	Iteration 35Q: 3 clusters Score -1724738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1724745.875000 Penalty: 3136.861084
	Iteration 36Q: 3 clusters Score -1724746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1724749.500000 Penalty: 3136.861084
	Iteration 37Q: 3 clusters Score -1724750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1724758.125000 Penalty: 3136.861084
	Iteration 38Q: 3 clusters Score -1724758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1724763.000000 Penalty: 3136.861084
	Iteration 39Q: 3 clusters Score -1724763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1724769.125000 Penalty: 3136.861084
	Iteration 40F: 3 clusters Score -1724769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1724773.750000 Penalty: 3136.861084
	Iteration 41Q: 3 clusters Score -1724774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1724777.750000 Penalty: 3136.861084
	Iteration 42Q: 3 clusters Score -1724778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1724780.875000 Penalty: 3136.861084
	Iteration 43Q: 3 clusters Score -1724781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1724784.250000 Penalty: 3136.861084
	Iteration 44Q: 3 clusters Score -1724784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1724786.125000 Penalty: 3136.861084
	Iteration 45Q: 3 clusters Score -1724786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1724787.000000 Penalty: 3136.861084
	Iteration 46Q: 3 clusters Score -1724787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1724791.500000 Penalty: 3136.861084
	Iteration 47Q: 3 clusters Score -1724792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1724793.250000 Penalty: 3136.861084
	Iteration 48Q: 3 clusters Score -1724793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1724793.250000 Penalty: 3136.861084
	Iteration 49F: 3 clusters Score -1724793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (84181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Entering Unmasked Estep 
Score: -9772568.000000 Penalty: 1842.867798
	Iteration 0F: 2 clusters Score -9772568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -9716672.000000 Penalty: 3685.735596
	Iteration 0F: 3 clusters Score -9716672 nChanged 40050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -9739933.000000 Penalty: 3685.735596
	Iteration 1F: 3 clusters Score -9739933 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -9740552.000000 Penalty: 3685.735596
	Iteration 2Q: 3 clusters Score -9740552 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -9741221.000000 Penalty: 3685.735596
	Iteration 3Q: 3 clusters Score -9741221 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -9742291.000000 Penalty: 3685.735596
	Iteration 4Q: 3 clusters Score -9742291 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -9743979.000000 Penalty: 3685.735596
	Iteration 5Q: 3 clusters Score -9743979 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -9746890.000000 Penalty: 3685.735596
	Iteration 6Q: 3 clusters Score -9746890 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -9751402.000000 Penalty: 3685.735596
	Iteration 7F: 3 clusters Score -9751402 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -9756594.000000 Penalty: 3685.735596
	Iteration 8F: 3 clusters Score -9756594 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -9760468.000000 Penalty: 3685.735596
	Iteration 9F: 3 clusters Score -9760468 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -9762489.000000 Penalty: 3685.735596
	Iteration 10Q: 3 clusters Score -9762489 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -9763545.000000 Penalty: 3685.735596
	Iteration 11Q: 3 clusters Score -9763545 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -9764462.000000 Penalty: 3685.735596
	Iteration 12Q: 3 clusters Score -9764462 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -9765355.000000 Penalty: 3685.735596
	Iteration 13Q: 3 clusters Score -9765355 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -9766112.000000 Penalty: 3685.735596
	Iteration 14Q: 3 clusters Score -9766112 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -9766806.000000 Penalty: 3685.735596
	Iteration 15Q: 3 clusters Score -9766806 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -9767619.000000 Penalty: 3685.735596
	Iteration 16Q: 3 clusters Score -9767619 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57368 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -9768454.000000 Penalty: 3685.735596
	Iteration 17Q: 3 clusters Score -9768454 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -9769218.000000 Penalty: 3685.735596
	Iteration 18Q: 3 clusters Score -9769218 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -9769886.000000 Penalty: 3685.735596
	Iteration 19Q: 3 clusters Score -9769886 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -9770335.000000 Penalty: 3685.735596
	Iteration 20F: 3 clusters Score -9770335 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -9770634.000000 Penalty: 3685.735596
	Iteration 21Q: 3 clusters Score -9770634 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -9770746.000000 Penalty: 3685.735596
	Iteration 22Q: 3 clusters Score -9770746 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -9770853.000000 Penalty: 3685.735596
	Iteration 23Q: 3 clusters Score -9770853 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -9770889.000000 Penalty: 3685.735596
	Iteration 24Q: 3 clusters Score -9770889 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -9770928.000000 Penalty: 3685.735596
	Iteration 25Q: 3 clusters Score -9770928 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -9770938.000000 Penalty: 3685.735596
	Iteration 26Q: 3 clusters Score -9770938 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -9770955.000000 Penalty: 3685.735596
	Iteration 27Q: 3 clusters Score -9770955 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -9770959.000000 Penalty: 3685.735596
	Iteration 28Q: 3 clusters Score -9770959 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -9770988.000000 Penalty: 3685.735596
	Iteration 29Q: 3 clusters Score -9770988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -9770984.000000 Penalty: 3685.735596
	Iteration 30Q: 3 clusters Score -9770984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -9770970.000000 Penalty: 3685.735596
	Iteration 31Q: 3 clusters Score -9770970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -9770965.000000 Penalty: 3685.735596
	Iteration 32Q: 3 clusters Score -9770965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -9770944.000000 Penalty: 3685.735596
	Iteration 33Q: 3 clusters Score -9770944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -9770962.000000 Penalty: 3685.735596
	Iteration 34Q: 3 clusters Score -9770962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -9770967.000000 Penalty: 3685.735596
	Iteration 35Q: 3 clusters Score -9770967 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -9770981.000000 Penalty: 3685.735596
	Iteration 36Q: 3 clusters Score -9770981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -9770997.000000 Penalty: 3685.735596
	Iteration 37Q: 3 clusters Score -9770997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -9770998.000000 Penalty: 3685.735596
	Iteration 38Q: 3 clusters Score -9770998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54695 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -9770998.000000 Penalty: 3685.735596
	Iteration 39Q: 3 clusters Score -9770998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -9771008.000000 Penalty: 3685.735596
	Iteration 40F: 3 clusters Score -9771008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -9771016.000000 Penalty: 3685.735596
	Iteration 41Q: 3 clusters Score -9771016 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -9771010.000000 Penalty: 3685.735596
	Iteration 42Q: 3 clusters Score -9771010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -9771016.000000 Penalty: 3685.735596
	Iteration 43Q: 3 clusters Score -9771016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -9771006.000000 Penalty: 3685.735596
	Iteration 44Q: 3 clusters Score -9771006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -9771012.000000 Penalty: 3685.735596
	Iteration 45Q: 3 clusters Score -9771012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -9771014.000000 Penalty: 3685.735596
	Iteration 46Q: 3 clusters Score -9771014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -9771029.000000 Penalty: 3685.735596
	Iteration 47Q: 3 clusters Score -9771029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -9771026.000000 Penalty: 3685.735596
	Iteration 48Q: 3 clusters Score -9771026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -9771043.000000 Penalty: 3685.735596
	Iteration 49Q: 3 clusters Score -9771043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -9771022.000000 Penalty: 3685.735596
	Iteration 50Q: 3 clusters Score -9771022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -9771031.000000 Penalty: 3685.735596
	Iteration 51Q: 3 clusters Score -9771031 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -9771023.000000 Penalty: 3685.735596
	Iteration 52Q: 3 clusters Score -9771023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -9771025.000000 Penalty: 3685.735596
	Iteration 53Q: 3 clusters Score -9771025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -9771024.000000 Penalty: 3685.735596
	Iteration 54Q: 3 clusters Score -9771024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -9771032.000000 Penalty: 3685.735596
	Iteration 55Q: 3 clusters Score -9771032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -9771022.000000 Penalty: 3685.735596
	Iteration 56Q: 3 clusters Score -9771022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -9771020.000000 Penalty: 3685.735596
	Iteration 57Q: 3 clusters Score -9771020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -9771021.000000 Penalty: 3685.735596
	Iteration 58Q: 3 clusters Score -9771021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -9771016.000000 Penalty: 3685.735596
	Iteration 59Q: 3 clusters Score -9771016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -9771013.000000 Penalty: 3685.735596
	Iteration 60F: 3 clusters Score -9771013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -9771014.000000 Penalty: 3685.735596
	Iteration 61Q: 3 clusters Score -9771014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -9771016.000000 Penalty: 3685.735596
	Iteration 62Q: 3 clusters Score -9771016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -9771015.000000 Penalty: 3685.735596
	Iteration 63Q: 3 clusters Score -9771015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -9771022.000000 Penalty: 3685.735596
	Iteration 64Q: 3 clusters Score -9771022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -9771032.000000 Penalty: 3685.735596
	Iteration 65Q: 3 clusters Score -9771032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -9771036.000000 Penalty: 3685.735596
	Iteration 66Q: 3 clusters Score -9771036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -9771029.000000 Penalty: 3685.735596
	Iteration 67Q: 3 clusters Score -9771029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -9771018.000000 Penalty: 3685.735596
	Iteration 68Q: 3 clusters Score -9771018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -9771035.000000 Penalty: 3685.735596
	Iteration 69Q: 3 clusters Score -9771035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -9771031.000000 Penalty: 3685.735596
	Iteration 70Q: 3 clusters Score -9771031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -9771033.000000 Penalty: 3685.735596
	Iteration 71Q: 3 clusters Score -9771033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -9771044.000000 Penalty: 3685.735596
	Iteration 72Q: 3 clusters Score -9771044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -9771043.000000 Penalty: 3685.735596
	Iteration 73Q: 3 clusters Score -9771043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -9771048.000000 Penalty: 3685.735596
	Iteration 74Q: 3 clusters Score -9771048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -9771044.000000 Penalty: 3685.735596
	Iteration 75Q: 3 clusters Score -9771044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -9771059.000000 Penalty: 3685.735596
	Iteration 76Q: 3 clusters Score -9771059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -9771039.000000 Penalty: 3685.735596
	Iteration 77Q: 3 clusters Score -9771039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -9771048.000000 Penalty: 3685.735596
	Iteration 78Q: 3 clusters Score -9771048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -9771049.000000 Penalty: 3685.735596
	Iteration 79Q: 3 clusters Score -9771049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -9771033.000000 Penalty: 3685.735596
	Iteration 80F: 3 clusters Score -9771033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -9771052.000000 Penalty: 3685.735596
	Iteration 81Q: 3 clusters Score -9771052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -9771063.000000 Penalty: 3685.735596
	Iteration 82Q: 3 clusters Score -9771063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -9771070.000000 Penalty: 3685.735596
	Iteration 83Q: 3 clusters Score -9771070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -9771080.000000 Penalty: 3685.735596
	Iteration 84Q: 3 clusters Score -9771080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -9771062.000000 Penalty: 3685.735596
	Iteration 85Q: 3 clusters Score -9771062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -9771075.000000 Penalty: 3685.735596
	Iteration 86Q: 3 clusters Score -9771075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -9771073.000000 Penalty: 3685.735596
	Iteration 87Q: 3 clusters Score -9771073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -9771078.000000 Penalty: 3685.735596
	Iteration 88Q: 3 clusters Score -9771078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -9771081.000000 Penalty: 3685.735596
	Iteration 89Q: 3 clusters Score -9771081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -9771089.000000 Penalty: 3685.735596
	Iteration 90Q: 3 clusters Score -9771089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -9771081.000000 Penalty: 3685.735596
	Iteration 91Q: 3 clusters Score -9771081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -9771078.000000 Penalty: 3685.735596
	Iteration 92Q: 3 clusters Score -9771078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -9771080.000000 Penalty: 3685.735596
	Iteration 93Q: 3 clusters Score -9771080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -9771072.000000 Penalty: 3685.735596
	Iteration 94Q: 3 clusters Score -9771072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -9771072.000000 Penalty: 3685.735596
	Iteration 95Q: 3 clusters Score -9771072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -9771072.000000 Penalty: 3685.735596
	Iteration 96F: 3 clusters Score -9771072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -444678.375000 Penalty: 1344.790039
	Iteration 0F: 2 clusters Score -444678.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -441411.000000 Penalty: 2689.580078
	Iteration 0F: 3 clusters Score -441411 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -442245.187500 Penalty: 2689.580078
	Iteration 1F: 3 clusters Score -442245.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -442444.000000 Penalty: 2689.580078
	Iteration 2F: 3 clusters Score -442444 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -442586.375000 Penalty: 2689.580078
	Iteration 3F: 3 clusters Score -442586.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -442706.843750 Penalty: 2689.580078
	Iteration 4Q: 3 clusters Score -442706.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -442813.937500 Penalty: 2689.580078
	Iteration 5Q: 3 clusters Score -442813.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -442895.812500 Penalty: 2689.580078
	Iteration 6Q: 3 clusters Score -442895.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -442966.843750 Penalty: 2689.580078
	Iteration 7Q: 3 clusters Score -442966.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -443038.812500 Penalty: 2689.580078
	Iteration 8Q: 3 clusters Score -443038.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -443096.875000 Penalty: 2689.580078
	Iteration 9Q: 3 clusters Score -443096.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -443146.437500 Penalty: 2689.580078
	Iteration 10Q: 3 clusters Score -443146.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -443194.500000 Penalty: 2689.580078
	Iteration 11Q: 3 clusters Score -443194.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -443244.843750 Penalty: 2689.580078
	Iteration 12Q: 3 clusters Score -443244.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -443289.968750 Penalty: 2689.580078
	Iteration 13Q: 3 clusters Score -443290 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -443335.593750 Penalty: 2689.580078
	Iteration 14Q: 3 clusters Score -443335.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -443378.468750 Penalty: 2689.580078
	Iteration 15Q: 3 clusters Score -443378.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -443413.406250 Penalty: 2689.580078
	Iteration 16Q: 3 clusters Score -443413.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -443447.500000 Penalty: 2689.580078
	Iteration 17Q: 3 clusters Score -443447.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -443475.250000 Penalty: 2689.580078
	Iteration 18Q: 3 clusters Score -443475.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -443500.062500 Penalty: 2689.580078
	Iteration 19Q: 3 clusters Score -443500.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -443523.062500 Penalty: 2689.580078
	Iteration 20F: 3 clusters Score -443523.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -443539.187500 Penalty: 2689.580078
	Iteration 21Q: 3 clusters Score -443539.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -443554.093750 Penalty: 2689.580078
	Iteration 22Q: 3 clusters Score -443554.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -443563.000000 Penalty: 2689.580078
	Iteration 23Q: 3 clusters Score -443563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -443573.718750 Penalty: 2689.580078
	Iteration 24Q: 3 clusters Score -443573.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -443580.000000 Penalty: 2689.580078
	Iteration 25Q: 3 clusters Score -443580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -443588.437500 Penalty: 2689.580078
	Iteration 26Q: 3 clusters Score -443588.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -443596.218750 Penalty: 2689.580078
	Iteration 27Q: 3 clusters Score -443596.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -443606.187500 Penalty: 2689.580078
	Iteration 28Q: 3 clusters Score -443606.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -443619.812500 Penalty: 2689.580078
	Iteration 29Q: 3 clusters Score -443619.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -443628.343750 Penalty: 2689.580078
	Iteration 30Q: 3 clusters Score -443628.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -443637.000000 Penalty: 2689.580078
	Iteration 31Q: 3 clusters Score -443637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -443646.500000 Penalty: 2689.580078
	Iteration 32Q: 3 clusters Score -443646.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -443653.000000 Penalty: 2689.580078
	Iteration 33Q: 3 clusters Score -443653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -443666.562500 Penalty: 2689.580078
	Iteration 34Q: 3 clusters Score -443666.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -443682.250000 Penalty: 2689.580078
	Iteration 35Q: 3 clusters Score -443682.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -443697.906250 Penalty: 2689.580078
	Iteration 36Q: 3 clusters Score -443697.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -443710.875000 Penalty: 2689.580078
	Iteration 37Q: 3 clusters Score -443710.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -443724.343750 Penalty: 2689.580078
	Iteration 38Q: 3 clusters Score -443724.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -443735.718750 Penalty: 2689.580078
	Iteration 39Q: 3 clusters Score -443735.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -443742.156250 Penalty: 2689.580078
	Iteration 40F: 3 clusters Score -443742.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -443749.531250 Penalty: 2689.580078
	Iteration 41Q: 3 clusters Score -443749.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -443759.218750 Penalty: 2689.580078
	Iteration 42Q: 3 clusters Score -443759.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -443764.750000 Penalty: 2689.580078
	Iteration 43Q: 3 clusters Score -443764.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -443772.343750 Penalty: 2689.580078
	Iteration 44Q: 3 clusters Score -443772.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -443779.343750 Penalty: 2689.580078
	Iteration 45Q: 3 clusters Score -443779.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -443782.375000 Penalty: 2689.580078
	Iteration 46Q: 3 clusters Score -443782.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -443786.562500 Penalty: 2689.580078
	Iteration 47Q: 3 clusters Score -443786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -443789.656250 Penalty: 2689.580078
	Iteration 48Q: 3 clusters Score -443789.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -443792.000000 Penalty: 2689.580078
	Iteration 49Q: 3 clusters Score -443792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -443795.312500 Penalty: 2689.580078
	Iteration 50Q: 3 clusters Score -443795.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -443798.250000 Penalty: 2689.580078
	Iteration 51Q: 3 clusters Score -443798.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -443803.437500 Penalty: 2689.580078
	Iteration 52Q: 3 clusters Score -443803.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -443809.781250 Penalty: 2689.580078
	Iteration 53Q: 3 clusters Score -443809.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -443816.406250 Penalty: 2689.580078
	Iteration 54Q: 3 clusters Score -443816.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -443824.250000 Penalty: 2689.580078
	Iteration 55Q: 3 clusters Score -443824.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -443827.406250 Penalty: 2689.580078
	Iteration 56Q: 3 clusters Score -443827.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -443829.906250 Penalty: 2689.580078
	Iteration 57Q: 3 clusters Score -443829.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -443832.875000 Penalty: 2689.580078
	Iteration 58Q: 3 clusters Score -443832.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -443835.156250 Penalty: 2689.580078
	Iteration 59Q: 3 clusters Score -443835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -443837.906250 Penalty: 2689.580078
	Iteration 60F: 3 clusters Score -443837.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -443842.906250 Penalty: 2689.580078
	Iteration 61Q: 3 clusters Score -443842.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -443848.187500 Penalty: 2689.580078
	Iteration 62Q: 3 clusters Score -443848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -443851.000000 Penalty: 2689.580078
	Iteration 63Q: 3 clusters Score -443851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -443852.906250 Penalty: 2689.580078
	Iteration 64Q: 3 clusters Score -443852.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -443853.750000 Penalty: 2689.580078
	Iteration 65Q: 3 clusters Score -443853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -443854.718750 Penalty: 2689.580078
	Iteration 66Q: 3 clusters Score -443854.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -443855.718750 Penalty: 2689.580078
	Iteration 67Q: 3 clusters Score -443855.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -443856.343750 Penalty: 2689.580078
	Iteration 68Q: 3 clusters Score -443856.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -443856.343750 Penalty: 2689.580078
	Iteration 69F: 3 clusters Score -443856.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (176006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176006 members 
Entering Unmasked Estep 
Score: -19936844.000000 Penalty: 1962.719482
	Iteration 0F: 2 clusters Score -1.993684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88351 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -19830674.000000 Penalty: 3925.438965
	Iteration 0F: 3 clusters Score -1.983067e+07 nChanged 85171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -19880730.000000 Penalty: 3925.438965
	Iteration 1F: 3 clusters Score -1.988073e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100929 members 
Mstep: Class 2 contains 75077 members 
Entering Unmasked Estep 
Score: -19882646.000000 Penalty: 3925.438965
	Iteration 2Q: 3 clusters Score -1.988265e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108141 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -19885798.000000 Penalty: 3925.438965
	Iteration 3Q: 3 clusters Score -1.98858e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118541 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -19891636.000000 Penalty: 3925.438965
	Iteration 4F: 3 clusters Score -1.989164e+07 nChanged 13942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132281 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -19901342.000000 Penalty: 3925.438965
	Iteration 5F: 3 clusters Score -1.990134e+07 nChanged 15146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147365 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -19914824.000000 Penalty: 3925.438965
	Iteration 6F: 3 clusters Score -1.991482e+07 nChanged 13313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160670 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -19928454.000000 Penalty: 3925.438965
	Iteration 7F: 3 clusters Score -1.992845e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170347 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -19933470.000000 Penalty: 3925.438965
	Iteration 8F: 3 clusters Score -1.993347e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174509 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -19934750.000000 Penalty: 3925.438965
	Iteration 9Q: 3 clusters Score -1.993475e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175569 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -19934922.000000 Penalty: 3925.438965
	Iteration 10Q: 3 clusters Score -1.993492e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175802 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19935030.000000 Penalty: 3925.438965
	Iteration 11Q: 3 clusters Score -1.993503e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175850 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19935076.000000 Penalty: 3925.438965
	Iteration 12Q: 3 clusters Score -1.993508e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175868 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19935092.000000 Penalty: 3925.438965
	Iteration 13Q: 3 clusters Score -1.993509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175872 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19935118.000000 Penalty: 3925.438965
	Iteration 14Q: 3 clusters Score -1.993512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175872 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19935134.000000 Penalty: 3925.438965
	Iteration 15Q: 3 clusters Score -1.993513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175871 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19935138.000000 Penalty: 3925.438965
	Iteration 16Q: 3 clusters Score -1.993514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175872 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19935138.000000 Penalty: 3925.438965
	Iteration 17Q: 3 clusters Score -1.993514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175873 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19935136.000000 Penalty: 3925.438965
	Iteration 18Q: 3 clusters Score -1.993514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175874 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19935134.000000 Penalty: 3925.438965
	Iteration 19Q: 3 clusters Score -1.993513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175874 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19935134.000000 Penalty: 3925.438965
	Iteration 20F: 3 clusters Score -1.993513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Entering Unmasked Estep 
Score: -5549448.000000 Penalty: 1752.912109
	Iteration 0F: 2 clusters Score -5549448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -5517073.500000 Penalty: 3505.824219
	Iteration 0F: 3 clusters Score -5517074 nChanged 22663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -5529695.000000 Penalty: 3505.824219
	Iteration 1F: 3 clusters Score -5529695 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -5530204.500000 Penalty: 3505.824219
	Iteration 2Q: 3 clusters Score -5530204 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -5530716.000000 Penalty: 3505.824219
	Iteration 3Q: 3 clusters Score -5530716 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -5531287.500000 Penalty: 3505.824219
	Iteration 4Q: 3 clusters Score -5531288 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -5532095.500000 Penalty: 3505.824219
	Iteration 5Q: 3 clusters Score -5532096 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -5533181.000000 Penalty: 3505.824219
	Iteration 6Q: 3 clusters Score -5533181 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -5534686.500000 Penalty: 3505.824219
	Iteration 7F: 3 clusters Score -5534686 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -5536489.000000 Penalty: 3505.824219
	Iteration 8F: 3 clusters Score -5536489 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -5538278.000000 Penalty: 3505.824219
	Iteration 9F: 3 clusters Score -5538278 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -5540100.000000 Penalty: 3505.824219
	Iteration 10F: 3 clusters Score -5540100 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -5541471.500000 Penalty: 3505.824219
	Iteration 11F: 3 clusters Score -5541472 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -5542466.000000 Penalty: 3505.824219
	Iteration 12Q: 3 clusters Score -5542466 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -5542992.500000 Penalty: 3505.824219
	Iteration 13Q: 3 clusters Score -5542992 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -5543464.000000 Penalty: 3505.824219
	Iteration 14Q: 3 clusters Score -5543464 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -5543717.500000 Penalty: 3505.824219
	Iteration 15Q: 3 clusters Score -5543718 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -5543875.500000 Penalty: 3505.824219
	Iteration 16Q: 3 clusters Score -5543876 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -5544027.500000 Penalty: 3505.824219
	Iteration 17Q: 3 clusters Score -5544028 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -5544191.000000 Penalty: 3505.824219
	Iteration 18Q: 3 clusters Score -5544191 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -5544304.000000 Penalty: 3505.824219
	Iteration 19Q: 3 clusters Score -5544304 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -5544422.500000 Penalty: 3505.824219
	Iteration 20F: 3 clusters Score -5544422 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -5544503.000000 Penalty: 3505.824219
	Iteration 21Q: 3 clusters Score -5544503 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5544584.000000 Penalty: 3505.824219
	Iteration 22Q: 3 clusters Score -5544584 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -5544711.500000 Penalty: 3505.824219
	Iteration 23Q: 3 clusters Score -5544712 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -5544801.000000 Penalty: 3505.824219
	Iteration 24Q: 3 clusters Score -5544801 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -5544900.500000 Penalty: 3505.824219
	Iteration 25Q: 3 clusters Score -5544900 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -5544975.500000 Penalty: 3505.824219
	Iteration 26Q: 3 clusters Score -5544976 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -5545084.000000 Penalty: 3505.824219
	Iteration 27Q: 3 clusters Score -5545084 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -5545163.000000 Penalty: 3505.824219
	Iteration 28Q: 3 clusters Score -5545163 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -5545240.000000 Penalty: 3505.824219
	Iteration 29Q: 3 clusters Score -5545240 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -5545329.500000 Penalty: 3505.824219
	Iteration 30Q: 3 clusters Score -5545330 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -5545388.500000 Penalty: 3505.824219
	Iteration 31Q: 3 clusters Score -5545388 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -5545453.000000 Penalty: 3505.824219
	Iteration 32Q: 3 clusters Score -5545453 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -5545531.500000 Penalty: 3505.824219
	Iteration 33Q: 3 clusters Score -5545532 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -5545586.500000 Penalty: 3505.824219
	Iteration 34Q: 3 clusters Score -5545586 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -5545645.000000 Penalty: 3505.824219
	Iteration 35Q: 3 clusters Score -5545645 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -5545689.500000 Penalty: 3505.824219
	Iteration 36Q: 3 clusters Score -5545690 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -5545749.500000 Penalty: 3505.824219
	Iteration 37Q: 3 clusters Score -5545750 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -5545817.500000 Penalty: 3505.824219
	Iteration 38Q: 3 clusters Score -5545818 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -5545877.000000 Penalty: 3505.824219
	Iteration 39Q: 3 clusters Score -5545877 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -5545925.500000 Penalty: 3505.824219
	Iteration 40F: 3 clusters Score -5545926 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -5545965.500000 Penalty: 3505.824219
	Iteration 41Q: 3 clusters Score -5545966 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -5546038.500000 Penalty: 3505.824219
	Iteration 42Q: 3 clusters Score -5546038 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -5546101.000000 Penalty: 3505.824219
	Iteration 43Q: 3 clusters Score -5546101 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5546176 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -5546213.500000 Penalty: 3505.824219
	Iteration 45Q: 3 clusters Score -5546214 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -5546286.000000 Penalty: 3505.824219
	Iteration 46Q: 3 clusters Score -5546286 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5546346 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -5546431.500000 Penalty: 3505.824219
	Iteration 48Q: 3 clusters Score -5546432 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -5546459.000000 Penalty: 3505.824219
	Iteration 49Q: 3 clusters Score -5546459 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -5546521.000000 Penalty: 3505.824219
	Iteration 50Q: 3 clusters Score -5546521 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -5546568.500000 Penalty: 3505.824219
	Iteration 51Q: 3 clusters Score -5546568 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -5546624.000000 Penalty: 3505.824219
	Iteration 52Q: 3 clusters Score -5546624 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -5546690.500000 Penalty: 3505.824219
	Iteration 53Q: 3 clusters Score -5546690 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -5546749.000000 Penalty: 3505.824219
	Iteration 54Q: 3 clusters Score -5546749 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -5546795.500000 Penalty: 3505.824219
	Iteration 55Q: 3 clusters Score -5546796 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -5546856.500000 Penalty: 3505.824219
	Iteration 56Q: 3 clusters Score -5546856 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -5546920.500000 Penalty: 3505.824219
	Iteration 57Q: 3 clusters Score -5546920 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -5546981.500000 Penalty: 3505.824219
	Iteration 58Q: 3 clusters Score -5546982 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -5547053.500000 Penalty: 3505.824219
	Iteration 59Q: 3 clusters Score -5547054 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -5547116.000000 Penalty: 3505.824219
	Iteration 60F: 3 clusters Score -5547116 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -5547182.500000 Penalty: 3505.824219
	Iteration 61Q: 3 clusters Score -5547182 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -5547245.500000 Penalty: 3505.824219
	Iteration 62Q: 3 clusters Score -5547246 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -5547292.000000 Penalty: 3505.824219
	Iteration 63Q: 3 clusters Score -5547292 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -5547340.500000 Penalty: 3505.824219
	Iteration 64Q: 3 clusters Score -5547340 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -5547386.500000 Penalty: 3505.824219
	Iteration 65Q: 3 clusters Score -5547386 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -5547384.000000 Penalty: 3505.824219
	Iteration 66Q: 3 clusters Score -5547384 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -5547396.000000 Penalty: 3505.824219
	Iteration 67Q: 3 clusters Score -5547396 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -5547435.000000 Penalty: 3505.824219
	Iteration 68Q: 3 clusters Score -5547435 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -5547465.500000 Penalty: 3505.824219
	Iteration 69Q: 3 clusters Score -5547466 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -5547507.000000 Penalty: 3505.824219
	Iteration 70Q: 3 clusters Score -5547507 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -5547550.000000 Penalty: 3505.824219
	Iteration 71Q: 3 clusters Score -5547550 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -5547584.500000 Penalty: 3505.824219
	Iteration 72Q: 3 clusters Score -5547584 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -5547603.500000 Penalty: 3505.824219
	Iteration 73Q: 3 clusters Score -5547604 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -5547640.000000 Penalty: 3505.824219
	Iteration 74Q: 3 clusters Score -5547640 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5547666.500000 Penalty: 3505.824219
	Iteration 75Q: 3 clusters Score -5547666 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -5547701.500000 Penalty: 3505.824219
	Iteration 76Q: 3 clusters Score -5547702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -5547709.500000 Penalty: 3505.824219
	Iteration 77Q: 3 clusters Score -5547710 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -5547745.500000 Penalty: 3505.824219
	Iteration 78Q: 3 clusters Score -5547746 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -5547750.000000 Penalty: 3505.824219
	Iteration 79Q: 3 clusters Score -5547750 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -5547773.000000 Penalty: 3505.824219
	Iteration 80F: 3 clusters Score -5547773 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5547787.500000 Penalty: 3505.824219
	Iteration 81Q: 3 clusters Score -5547788 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -5547822.000000 Penalty: 3505.824219
	Iteration 82Q: 3 clusters Score -5547822 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5547836.000000 Penalty: 3505.824219
	Iteration 83Q: 3 clusters Score -5547836 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -5547850.500000 Penalty: 3505.824219
	Iteration 84Q: 3 clusters Score -5547850 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -5547870.500000 Penalty: 3505.824219
	Iteration 85Q: 3 clusters Score -5547870 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5547901.500000 Penalty: 3505.824219
	Iteration 86Q: 3 clusters Score -5547902 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5547915.000000 Penalty: 3505.824219
	Iteration 87Q: 3 clusters Score -5547915 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5547938.000000 Penalty: 3505.824219
	Iteration 88Q: 3 clusters Score -5547938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5547949.000000 Penalty: 3505.824219
	Iteration 89Q: 3 clusters Score -5547949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5547949.500000 Penalty: 3505.824219
	Iteration 90Q: 3 clusters Score -5547950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5547942.500000 Penalty: 3505.824219
	Iteration 91Q: 3 clusters Score -5547942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5547947.500000 Penalty: 3505.824219
	Iteration 92Q: 3 clusters Score -5547948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -5547955.500000 Penalty: 3505.824219
	Iteration 93Q: 3 clusters Score -5547956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5547966.500000 Penalty: 3505.824219
	Iteration 94Q: 3 clusters Score -5547966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5547969.500000 Penalty: 3505.824219
	Iteration 95Q: 3 clusters Score -5547970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5547964.500000 Penalty: 3505.824219
	Iteration 96Q: 3 clusters Score -5547964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5547976.000000 Penalty: 3505.824219
	Iteration 97Q: 3 clusters Score -5547976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5547970.000000 Penalty: 3505.824219
	Iteration 98Q: 3 clusters Score -5547970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5547978.500000 Penalty: 3505.824219
	Iteration 99Q: 3 clusters Score -5547978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5547996.500000 Penalty: 3505.824219
	Iteration 100F: 3 clusters Score -5547996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5547999.000000 Penalty: 3505.824219
	Iteration 101Q: 3 clusters Score -5547999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5548015.500000 Penalty: 3505.824219
	Iteration 102Q: 3 clusters Score -5548016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5548016.500000 Penalty: 3505.824219
	Iteration 103Q: 3 clusters Score -5548016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5548020.000000 Penalty: 3505.824219
	Iteration 104Q: 3 clusters Score -5548020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5548013.000000 Penalty: 3505.824219
	Iteration 105Q: 3 clusters Score -5548013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5548012.000000 Penalty: 3505.824219
	Iteration 106Q: 3 clusters Score -5548012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5548019.500000 Penalty: 3505.824219
	Iteration 107Q: 3 clusters Score -5548020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5548026.000000 Penalty: 3505.824219
	Iteration 108Q: 3 clusters Score -5548026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5548023.500000 Penalty: 3505.824219
	Iteration 109Q: 3 clusters Score -5548024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5548035.000000 Penalty: 3505.824219
	Iteration 110Q: 3 clusters Score -5548035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5548033.500000 Penalty: 3505.824219
	Iteration 111Q: 3 clusters Score -5548034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5548038.000000 Penalty: 3505.824219
	Iteration 112Q: 3 clusters Score -5548038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5548038.000000 Penalty: 3505.824219
	Iteration 113Q: 3 clusters Score -5548038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5548038.000000 Penalty: 3505.824219
	Iteration 114Q: 3 clusters Score -5548038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5548041.500000 Penalty: 3505.824219
	Iteration 115Q: 3 clusters Score -5548042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5548047.500000 Penalty: 3505.824219
	Iteration 116Q: 3 clusters Score -5548048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5548055.000000 Penalty: 3505.824219
	Iteration 117Q: 3 clusters Score -5548055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5548057.500000 Penalty: 3505.824219
	Iteration 118Q: 3 clusters Score -5548058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5548052.500000 Penalty: 3505.824219
	Iteration 119Q: 3 clusters Score -5548052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5548058.000000 Penalty: 3505.824219
	Iteration 120F: 3 clusters Score -5548058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5548057.500000 Penalty: 3505.824219
	Iteration 121Q: 3 clusters Score -5548058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5548060.500000 Penalty: 3505.824219
	Iteration 122Q: 3 clusters Score -5548060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5548068.000000 Penalty: 3505.824219
	Iteration 123Q: 3 clusters Score -5548068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5548064.000000 Penalty: 3505.824219
	Iteration 124Q: 3 clusters Score -5548064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5548067.500000 Penalty: 3505.824219
	Iteration 125Q: 3 clusters Score -5548068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5548069.500000 Penalty: 3505.824219
	Iteration 126Q: 3 clusters Score -5548070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5548071.000000 Penalty: 3505.824219
	Iteration 127Q: 3 clusters Score -5548071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5548071.000000 Penalty: 3505.824219
	Iteration 128F: 3 clusters Score -5548071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -46340.093750 Penalty: 1005.258911
	Iteration 0F: 2 clusters Score -46340.09 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 233 members 
Entering Unmasked Estep 
Score: -45445.871094 Penalty: 2010.517822
	Iteration 0F: 3 clusters Score -45445.87 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45779.839844 Penalty: 2010.517822
	Iteration 1F: 3 clusters Score -45779.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46032.468750 Penalty: 2010.517822
	Iteration 2F: 3 clusters Score -46032.47 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -46338.101562 Penalty: 2010.517822
	Iteration 3F: 3 clusters Score -46338.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -46509.082031 Penalty: 2010.517822
	Iteration 4Q: 3 clusters Score -46509.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46593.781250 Penalty: 2010.517822
	Iteration 5Q: 3 clusters Score -46593.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -46616.332031 Penalty: 2010.517822
	Iteration 6Q: 3 clusters Score -46616.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46622.183594 Penalty: 2010.517822
	Iteration 7Q: 3 clusters Score -46622.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46623.460938 Penalty: 2010.517822
	Iteration 8Q: 3 clusters Score -46623.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -46623.460938 Penalty: 2010.517822
	Iteration 9F: 3 clusters Score -46623.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 85704 members 
Mstep: Class 3 contains 13248 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15551 members 
Mstep: Class 6 contains 84181 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 152 members 
Mstep: Class 11 contains 95056 members 
Mstep: Class 12 contains 78980 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5014 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93324 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8145 members 
Mstep: Class 24 contains 334 members 
Entering Unmasked Estep 
Score: -102098688.000000 Penalty: 53515.957031
Splitting cluster 10 changes total score from -102099712.000000 to -102098688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (95056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95056 members 
Entering Unmasked Estep 
Score: -10954116.000000 Penalty: 1862.610962
	Iteration 0F: 2 clusters Score -1.095412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -10892656.000000 Penalty: 3725.221924
	Iteration 0F: 3 clusters Score -1.089266e+07 nChanged 45273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -10918514.000000 Penalty: 3725.221924
	Iteration 1F: 3 clusters Score -1.091851e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -10919045.000000 Penalty: 3725.221924
	Iteration 2Q: 3 clusters Score -1.091904e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -10919726.000000 Penalty: 3725.221924
	Iteration 3Q: 3 clusters Score -1.091973e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -10920721.000000 Penalty: 3725.221924
	Iteration 4Q: 3 clusters Score -1.092072e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -10921889.000000 Penalty: 3725.221924
	Iteration 5Q: 3 clusters Score -1.092189e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -10923872.000000 Penalty: 3725.221924
	Iteration 6Q: 3 clusters Score -1.092387e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -10926633.000000 Penalty: 3725.221924
	Iteration 7F: 3 clusters Score -1.092663e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -10930780.000000 Penalty: 3725.221924
	Iteration 8F: 3 clusters Score -1.093078e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -10935875.000000 Penalty: 3725.221924
	Iteration 9F: 3 clusters Score -1.093588e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -10941224.000000 Penalty: 3725.221924
	Iteration 10F: 3 clusters Score -1.094122e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80557 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -10945215.000000 Penalty: 3725.221924
	Iteration 11Q: 3 clusters Score -1.094522e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -10947679.000000 Penalty: 3725.221924
	Iteration 12Q: 3 clusters Score -1.094768e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86023 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -10949249.000000 Penalty: 3725.221924
	Iteration 13Q: 3 clusters Score -1.094925e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87780 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -10950259.000000 Penalty: 3725.221924
	Iteration 14Q: 3 clusters Score -1.095026e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89214 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -10951085.000000 Penalty: 3725.221924
	Iteration 15Q: 3 clusters Score -1.095108e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90307 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -10951680.000000 Penalty: 3725.221924
	Iteration 16Q: 3 clusters Score -1.095168e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -10952160.000000 Penalty: 3725.221924
	Iteration 17Q: 3 clusters Score -1.095216e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91667 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -10952523.000000 Penalty: 3725.221924
	Iteration 18Q: 3 clusters Score -1.095252e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92100 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -10952804.000000 Penalty: 3725.221924
	Iteration 19Q: 3 clusters Score -1.09528e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -10952912.000000 Penalty: 3725.221924
	Iteration 20F: 3 clusters Score -1.095291e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92673 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -10953015.000000 Penalty: 3725.221924
	Iteration 21Q: 3 clusters Score -1.095302e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92872 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -10953095.000000 Penalty: 3725.221924
	Iteration 22Q: 3 clusters Score -1.09531e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -10953139.000000 Penalty: 3725.221924
	Iteration 23Q: 3 clusters Score -1.095314e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -10953194.000000 Penalty: 3725.221924
	Iteration 24Q: 3 clusters Score -1.095319e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -10953191.000000 Penalty: 3725.221924
	Iteration 25Q: 3 clusters Score -1.095319e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -10953210.000000 Penalty: 3725.221924
	Iteration 26Q: 3 clusters Score -1.095321e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -10953232.000000 Penalty: 3725.221924
	Iteration 27Q: 3 clusters Score -1.095323e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93436 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -10953247.000000 Penalty: 3725.221924
	Iteration 28Q: 3 clusters Score -1.095325e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -10953259.000000 Penalty: 3725.221924
	Iteration 29Q: 3 clusters Score -1.095326e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93510 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -10953251.000000 Penalty: 3725.221924
	Iteration 30Q: 3 clusters Score -1.095325e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -10953262.000000 Penalty: 3725.221924
	Iteration 31Q: 3 clusters Score -1.095326e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93557 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -10953250.000000 Penalty: 3725.221924
	Iteration 32Q: 3 clusters Score -1.095325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93569 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -10953255.000000 Penalty: 3725.221924
	Iteration 33Q: 3 clusters Score -1.095326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10953255.000000 Penalty: 3725.221924
	Iteration 34Q: 3 clusters Score -1.095326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93589 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -10953259.000000 Penalty: 3725.221924
	Iteration 35Q: 3 clusters Score -1.095326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -10953255.000000 Penalty: 3725.221924
	Iteration 36Q: 3 clusters Score -1.095326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93608 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -10953259.000000 Penalty: 3725.221924
	Iteration 37Q: 3 clusters Score -1.095326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -10953266.000000 Penalty: 3725.221924
	Iteration 38Q: 3 clusters Score -1.095327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93621 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10953261.000000 Penalty: 3725.221924
	Iteration 39Q: 3 clusters Score -1.095326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93627 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -10953259.000000 Penalty: 3725.221924
	Iteration 40F: 3 clusters Score -1.095326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93632 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -10953268.000000 Penalty: 3725.221924
	Iteration 41Q: 3 clusters Score -1.095327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -10953268.000000 Penalty: 3725.221924
	Iteration 42Q: 3 clusters Score -1.095327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -10953268.000000 Penalty: 3725.221924
	Iteration 43F: 3 clusters Score -1.095327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (78980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78980 members 
Entering Unmasked Estep 
Score: -9230613.000000 Penalty: 1832.504395
	Iteration 0F: 2 clusters Score -9230613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -9178150.000000 Penalty: 3665.008789
	Iteration 0F: 3 clusters Score -9178150 nChanged 37429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -9199338.000000 Penalty: 3665.008789
	Iteration 1F: 3 clusters Score -9199338 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -9199868.000000 Penalty: 3665.008789
	Iteration 2Q: 3 clusters Score -9199868 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -9200365.000000 Penalty: 3665.008789
	Iteration 3Q: 3 clusters Score -9200365 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -9201143.000000 Penalty: 3665.008789
	Iteration 4Q: 3 clusters Score -9201143 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -9202480.000000 Penalty: 3665.008789
	Iteration 5Q: 3 clusters Score -9202480 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -9204878.000000 Penalty: 3665.008789
	Iteration 6F: 3 clusters Score -9204878 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -9208977.000000 Penalty: 3665.008789
	Iteration 7F: 3 clusters Score -9208977 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65162 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -9215316.000000 Penalty: 3665.008789
	Iteration 8F: 3 clusters Score -9215316 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -9222308.000000 Penalty: 3665.008789
	Iteration 9F: 3 clusters Score -9222308 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -9226790.000000 Penalty: 3665.008789
	Iteration 10F: 3 clusters Score -9226790 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9228393.000000 Penalty: 3665.008789
	Iteration 11Q: 3 clusters Score -9228393 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78745 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9228779.000000 Penalty: 3665.008789
	Iteration 12Q: 3 clusters Score -9228779 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78824 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9228882.000000 Penalty: 3665.008789
	Iteration 13Q: 3 clusters Score -9228882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78846 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9228912.000000 Penalty: 3665.008789
	Iteration 14Q: 3 clusters Score -9228912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9228942.000000 Penalty: 3665.008789
	Iteration 15Q: 3 clusters Score -9228942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9228946.000000 Penalty: 3665.008789
	Iteration 16Q: 3 clusters Score -9228946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9228958.000000 Penalty: 3665.008789
	Iteration 17Q: 3 clusters Score -9228958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9228963.000000 Penalty: 3665.008789
	Iteration 18Q: 3 clusters Score -9228963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78860 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9228969.000000 Penalty: 3665.008789
	Iteration 19Q: 3 clusters Score -9228969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78860 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9228969.000000 Penalty: 3665.008789
	Iteration 20F: 3 clusters Score -9228969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Entering Unmasked Estep 
Score: -366036.843750 Penalty: 1308.808350
	Iteration 0F: 2 clusters Score -366036.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -363264.031250 Penalty: 2617.616699
	Iteration 0F: 3 clusters Score -363264 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -363926.500000 Penalty: 2617.616699
	Iteration 1F: 3 clusters Score -363926.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -364041.125000 Penalty: 2617.616699
	Iteration 2F: 3 clusters Score -364041.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -364119.375000 Penalty: 2617.616699
	Iteration 3Q: 3 clusters Score -364119.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -364178.718750 Penalty: 2617.616699
	Iteration 4Q: 3 clusters Score -364178.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -364214.156250 Penalty: 2617.616699
	Iteration 5Q: 3 clusters Score -364214.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -364241.937500 Penalty: 2617.616699
	Iteration 6Q: 3 clusters Score -364241.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -364261.125000 Penalty: 2617.616699
	Iteration 7Q: 3 clusters Score -364261.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -364274.218750 Penalty: 2617.616699
	Iteration 8Q: 3 clusters Score -364274.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -364283.375000 Penalty: 2617.616699
	Iteration 9Q: 3 clusters Score -364283.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -364294.093750 Penalty: 2617.616699
	Iteration 10Q: 3 clusters Score -364294.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -364303.343750 Penalty: 2617.616699
	Iteration 11Q: 3 clusters Score -364303.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -364309.125000 Penalty: 2617.616699
	Iteration 12Q: 3 clusters Score -364309.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -364315.718750 Penalty: 2617.616699
	Iteration 13Q: 3 clusters Score -364315.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -364322.218750 Penalty: 2617.616699
	Iteration 14Q: 3 clusters Score -364322.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -364327.625000 Penalty: 2617.616699
	Iteration 15Q: 3 clusters Score -364327.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -364331.843750 Penalty: 2617.616699
	Iteration 16Q: 3 clusters Score -364331.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -364338.187500 Penalty: 2617.616699
	Iteration 17Q: 3 clusters Score -364338.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -364346.593750 Penalty: 2617.616699
	Iteration 18Q: 3 clusters Score -364346.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -364353.937500 Penalty: 2617.616699
	Iteration 19Q: 3 clusters Score -364353.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -364362.281250 Penalty: 2617.616699
	Iteration 20F: 3 clusters Score -364362.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -364372.437500 Penalty: 2617.616699
	Iteration 21Q: 3 clusters Score -364372.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -364380.718750 Penalty: 2617.616699
	Iteration 22Q: 3 clusters Score -364380.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -364389.812500 Penalty: 2617.616699
	Iteration 23Q: 3 clusters Score -364389.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -364397.000000 Penalty: 2617.616699
	Iteration 24Q: 3 clusters Score -364397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -364407.218750 Penalty: 2617.616699
	Iteration 25Q: 3 clusters Score -364407.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -364416.156250 Penalty: 2617.616699
	Iteration 26Q: 3 clusters Score -364416.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -364426.031250 Penalty: 2617.616699
	Iteration 27Q: 3 clusters Score -364426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -364435.906250 Penalty: 2617.616699
	Iteration 28Q: 3 clusters Score -364435.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -364446.718750 Penalty: 2617.616699
	Iteration 29Q: 3 clusters Score -364446.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -364451.750000 Penalty: 2617.616699
	Iteration 30Q: 3 clusters Score -364451.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -364459.343750 Penalty: 2617.616699
	Iteration 31Q: 3 clusters Score -364459.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -364467.187500 Penalty: 2617.616699
	Iteration 32Q: 3 clusters Score -364467.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -364476.312500 Penalty: 2617.616699
	Iteration 33Q: 3 clusters Score -364476.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -364485.625000 Penalty: 2617.616699
	Iteration 34Q: 3 clusters Score -364485.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -364503.343750 Penalty: 2617.616699
	Iteration 35Q: 3 clusters Score -364503.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -364523.437500 Penalty: 2617.616699
	Iteration 36Q: 3 clusters Score -364523.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -364544.093750 Penalty: 2617.616699
	Iteration 37Q: 3 clusters Score -364544.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -364562.281250 Penalty: 2617.616699
	Iteration 38Q: 3 clusters Score -364562.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -364592.500000 Penalty: 2617.616699
	Iteration 39Q: 3 clusters Score -364592.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -364625.062500 Penalty: 2617.616699
	Iteration 40F: 3 clusters Score -364625.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -364659.312500 Penalty: 2617.616699
	Iteration 41Q: 3 clusters Score -364659.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -364685.125000 Penalty: 2617.616699
	Iteration 42Q: 3 clusters Score -364685.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -364716.031250 Penalty: 2617.616699
	Iteration 43Q: 3 clusters Score -364716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -364751.406250 Penalty: 2617.616699
	Iteration 44Q: 3 clusters Score -364751.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -364775.812500 Penalty: 2617.616699
	Iteration 45Q: 3 clusters Score -364775.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -364793.906250 Penalty: 2617.616699
	Iteration 46Q: 3 clusters Score -364793.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -364808.843750 Penalty: 2617.616699
	Iteration 47Q: 3 clusters Score -364808.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -364818.437500 Penalty: 2617.616699
	Iteration 48Q: 3 clusters Score -364818.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -364825.250000 Penalty: 2617.616699
	Iteration 49Q: 3 clusters Score -364825.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -364831.093750 Penalty: 2617.616699
	Iteration 50Q: 3 clusters Score -364831.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -364834.312500 Penalty: 2617.616699
	Iteration 51Q: 3 clusters Score -364834.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -364839.375000 Penalty: 2617.616699
	Iteration 52Q: 3 clusters Score -364839.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -364843.343750 Penalty: 2617.616699
	Iteration 53Q: 3 clusters Score -364843.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -364848.812500 Penalty: 2617.616699
	Iteration 54Q: 3 clusters Score -364848.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -364850.187500 Penalty: 2617.616699
	Iteration 55Q: 3 clusters Score -364850.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -364851.843750 Penalty: 2617.616699
	Iteration 56Q: 3 clusters Score -364851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -364852.906250 Penalty: 2617.616699
	Iteration 57Q: 3 clusters Score -364852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -364853.156250 Penalty: 2617.616699
	Iteration 58Q: 3 clusters Score -364853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -364855.531250 Penalty: 2617.616699
	Iteration 59Q: 3 clusters Score -364855.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -364858.281250 Penalty: 2617.616699
	Iteration 60F: 3 clusters Score -364858.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -364859.687500 Penalty: 2617.616699
	Iteration 61Q: 3 clusters Score -364859.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -364860.718750 Penalty: 2617.616699
	Iteration 62Q: 3 clusters Score -364860.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -364863.312500 Penalty: 2617.616699
	Iteration 63Q: 3 clusters Score -364863.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -364865.468750 Penalty: 2617.616699
	Iteration 64Q: 3 clusters Score -364865.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -364869.562500 Penalty: 2617.616699
	Iteration 65Q: 3 clusters Score -364869.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -364874.718750 Penalty: 2617.616699
	Iteration 66Q: 3 clusters Score -364874.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -364876.031250 Penalty: 2617.616699
	Iteration 67Q: 3 clusters Score -364876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -364877.968750 Penalty: 2617.616699
	Iteration 68Q: 3 clusters Score -364878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -364879.593750 Penalty: 2617.616699
	Iteration 69Q: 3 clusters Score -364879.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -364880.500000 Penalty: 2617.616699
	Iteration 70Q: 3 clusters Score -364880.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -364881.906250 Penalty: 2617.616699
	Iteration 71Q: 3 clusters Score -364881.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -364882.062500 Penalty: 2617.616699
	Iteration 72Q: 3 clusters Score -364882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -364882.812500 Penalty: 2617.616699
	Iteration 73Q: 3 clusters Score -364882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -364882.781250 Penalty: 2617.616699
	Iteration 74Q: 3 clusters Score -364882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -364883.781250 Penalty: 2617.616699
	Iteration 75Q: 3 clusters Score -364883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -364883.781250 Penalty: 2617.616699
	Iteration 76Q: 3 clusters Score -364883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -364884.656250 Penalty: 2617.616699
	Iteration 77Q: 3 clusters Score -364884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -364885.000000 Penalty: 2617.616699
	Iteration 78Q: 3 clusters Score -364885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -364885.375000 Penalty: 2617.616699
	Iteration 79Q: 3 clusters Score -364885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -364885.750000 Penalty: 2617.616699
	Iteration 80F: 3 clusters Score -364885.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -469182.312500 Penalty: 1359.194702
	Iteration 0F: 2 clusters Score -469182.3 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 2079 members 
Entering Unmasked Estep 
Score: -465710.187500 Penalty: 2718.389404
	Iteration 0F: 3 clusters Score -465710.2 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -466701.218750 Penalty: 2718.389404
	Iteration 1F: 3 clusters Score -466701.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -466982.406250 Penalty: 2718.389404
	Iteration 2F: 3 clusters Score -466982.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -467276.531250 Penalty: 2718.389404
	Iteration 3F: 3 clusters Score -467276.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -467586.406250 Penalty: 2718.389404
	Iteration 4F: 3 clusters Score -467586.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -467913.281250 Penalty: 2718.389404
	Iteration 5F: 3 clusters Score -467913.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -468196.656250 Penalty: 2718.389404
	Iteration 6F: 3 clusters Score -468196.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -468429.156250 Penalty: 2718.389404
	Iteration 7F: 3 clusters Score -468429.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -468595.750000 Penalty: 2718.389404
	Iteration 8Q: 3 clusters Score -468595.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -468679.593750 Penalty: 2718.389404
	Iteration 9Q: 3 clusters Score -468679.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -468704.687500 Penalty: 2718.389404
	Iteration 10Q: 3 clusters Score -468704.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -468718.593750 Penalty: 2718.389404
	Iteration 11Q: 3 clusters Score -468718.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -468726.906250 Penalty: 2718.389404
	Iteration 12Q: 3 clusters Score -468726.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -468731.343750 Penalty: 2718.389404
	Iteration 13Q: 3 clusters Score -468731.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -468735.593750 Penalty: 2718.389404
	Iteration 14Q: 3 clusters Score -468735.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -468737.875000 Penalty: 2718.389404
	Iteration 15Q: 3 clusters Score -468737.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -468740.906250 Penalty: 2718.389404
	Iteration 16Q: 3 clusters Score -468740.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -468743.656250 Penalty: 2718.389404
	Iteration 17Q: 3 clusters Score -468743.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -468745.531250 Penalty: 2718.389404
	Iteration 18Q: 3 clusters Score -468745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -468746.843750 Penalty: 2718.389404
	Iteration 19Q: 3 clusters Score -468746.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -468748.218750 Penalty: 2718.389404
	Iteration 20F: 3 clusters Score -468748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -468748.468750 Penalty: 2718.389404
	Iteration 21Q: 3 clusters Score -468748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -468748.625000 Penalty: 2718.389404
	Iteration 22Q: 3 clusters Score -468748.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -468748.625000 Penalty: 2718.389404
	Iteration 23F: 3 clusters Score -468748.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Entering Unmasked Estep 
Score: -3081381.500000 Penalty: 1656.899780
	Iteration 0F: 2 clusters Score -3081382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3063207.250000 Penalty: 3313.799561
	Iteration 0F: 3 clusters Score -3063207 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3070138.250000 Penalty: 3313.799561
	Iteration 1F: 3 clusters Score -3070138 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3070570.500000 Penalty: 3313.799561
	Iteration 2Q: 3 clusters Score -3070570 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3071113.750000 Penalty: 3313.799561
	Iteration 3Q: 3 clusters Score -3071114 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3071701.750000 Penalty: 3313.799561
	Iteration 4Q: 3 clusters Score -3071702 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -3072524.750000 Penalty: 3313.799561
	Iteration 5F: 3 clusters Score -3072525 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3073645.500000 Penalty: 3313.799561
	Iteration 6F: 3 clusters Score -3073646 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -3075029.750000 Penalty: 3313.799561
	Iteration 7F: 3 clusters Score -3075030 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3076414.750000 Penalty: 3313.799561
	Iteration 8F: 3 clusters Score -3076415 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3077417.250000 Penalty: 3313.799561
	Iteration 9Q: 3 clusters Score -3077417 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -3077936.000000 Penalty: 3313.799561
	Iteration 10Q: 3 clusters Score -3077936 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3078224.250000 Penalty: 3313.799561
	Iteration 11Q: 3 clusters Score -3078224 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -3078412.000000 Penalty: 3313.799561
	Iteration 12Q: 3 clusters Score -3078412 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3078568.500000 Penalty: 3313.799561
	Iteration 13Q: 3 clusters Score -3078568 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3078723.000000 Penalty: 3313.799561
	Iteration 14Q: 3 clusters Score -3078723 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3078837.750000 Penalty: 3313.799561
	Iteration 15Q: 3 clusters Score -3078838 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3078953.000000 Penalty: 3313.799561
	Iteration 16Q: 3 clusters Score -3078953 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3079027.500000 Penalty: 3313.799561
	Iteration 17Q: 3 clusters Score -3079028 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3079103.500000 Penalty: 3313.799561
	Iteration 18Q: 3 clusters Score -3079104 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3079160.250000 Penalty: 3313.799561
	Iteration 19Q: 3 clusters Score -3079160 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3079215.500000 Penalty: 3313.799561
	Iteration 20F: 3 clusters Score -3079216 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3079268.500000 Penalty: 3313.799561
	Iteration 21Q: 3 clusters Score -3079268 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3079317.000000 Penalty: 3313.799561
	Iteration 22Q: 3 clusters Score -3079317 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3079390.500000 Penalty: 3313.799561
	Iteration 23Q: 3 clusters Score -3079390 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3079463.000000 Penalty: 3313.799561
	Iteration 24Q: 3 clusters Score -3079463 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3079532.750000 Penalty: 3313.799561
	Iteration 25Q: 3 clusters Score -3079533 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3079584.750000 Penalty: 3313.799561
	Iteration 26Q: 3 clusters Score -3079585 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3079631.500000 Penalty: 3313.799561
	Iteration 27Q: 3 clusters Score -3079632 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3079671.000000 Penalty: 3313.799561
	Iteration 28Q: 3 clusters Score -3079671 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3079698.250000 Penalty: 3313.799561
	Iteration 29Q: 3 clusters Score -3079698 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3079718.500000 Penalty: 3313.799561
	Iteration 30Q: 3 clusters Score -3079718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3079735.500000 Penalty: 3313.799561
	Iteration 31Q: 3 clusters Score -3079736 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3079757.750000 Penalty: 3313.799561
	Iteration 32Q: 3 clusters Score -3079758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3079781.000000 Penalty: 3313.799561
	Iteration 33Q: 3 clusters Score -3079781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3079793.500000 Penalty: 3313.799561
	Iteration 34Q: 3 clusters Score -3079794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3079802.250000 Penalty: 3313.799561
	Iteration 35Q: 3 clusters Score -3079802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3079813.500000 Penalty: 3313.799561
	Iteration 36Q: 3 clusters Score -3079814 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3079828.250000 Penalty: 3313.799561
	Iteration 37Q: 3 clusters Score -3079828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3079844.250000 Penalty: 3313.799561
	Iteration 38Q: 3 clusters Score -3079844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3079863.750000 Penalty: 3313.799561
	Iteration 39Q: 3 clusters Score -3079864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3079874.500000 Penalty: 3313.799561
	Iteration 40F: 3 clusters Score -3079874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3079885.250000 Penalty: 3313.799561
	Iteration 41Q: 3 clusters Score -3079885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3079899.500000 Penalty: 3313.799561
	Iteration 42Q: 3 clusters Score -3079900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3079901.000000 Penalty: 3313.799561
	Iteration 43Q: 3 clusters Score -3079901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3079920.500000 Penalty: 3313.799561
	Iteration 44Q: 3 clusters Score -3079920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3079923.250000 Penalty: 3313.799561
	Iteration 45Q: 3 clusters Score -3079923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3079937.250000 Penalty: 3313.799561
	Iteration 46Q: 3 clusters Score -3079937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3079940.750000 Penalty: 3313.799561
	Iteration 47Q: 3 clusters Score -3079941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3079937.000000 Penalty: 3313.799561
	Iteration 48Q: 3 clusters Score -3079937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3079942.250000 Penalty: 3313.799561
	Iteration 49Q: 3 clusters Score -3079942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3079943.250000 Penalty: 3313.799561
	Iteration 50Q: 3 clusters Score -3079943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3079948.250000 Penalty: 3313.799561
	Iteration 51Q: 3 clusters Score -3079948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3079954.500000 Penalty: 3313.799561
	Iteration 52Q: 3 clusters Score -3079954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3079958.500000 Penalty: 3313.799561
	Iteration 53Q: 3 clusters Score -3079958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3079957.750000 Penalty: 3313.799561
	Iteration 54Q: 3 clusters Score -3079958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3079964.000000 Penalty: 3313.799561
	Iteration 55Q: 3 clusters Score -3079964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3079970.000000 Penalty: 3313.799561
	Iteration 56Q: 3 clusters Score -3079970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3079970.250000 Penalty: 3313.799561
	Iteration 57Q: 3 clusters Score -3079970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3079970.750000 Penalty: 3313.799561
	Iteration 58Q: 3 clusters Score -3079971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3079972.750000 Penalty: 3313.799561
	Iteration 59Q: 3 clusters Score -3079973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3079978.250000 Penalty: 3313.799561
	Iteration 60F: 3 clusters Score -3079978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3079976.000000 Penalty: 3313.799561
	Iteration 61Q: 3 clusters Score -3079976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3079981.000000 Penalty: 3313.799561
	Iteration 62Q: 3 clusters Score -3079981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3079979.500000 Penalty: 3313.799561
	Iteration 63Q: 3 clusters Score -3079980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3079977.250000 Penalty: 3313.799561
	Iteration 64Q: 3 clusters Score -3079977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3079978.750000 Penalty: 3313.799561
	Iteration 65Q: 3 clusters Score -3079979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3079981.500000 Penalty: 3313.799561
	Iteration 66Q: 3 clusters Score -3079982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3079982.250000 Penalty: 3313.799561
	Iteration 67Q: 3 clusters Score -3079982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3079982.250000 Penalty: 3313.799561
	Iteration 68F: 3 clusters Score -3079982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -87348.257812 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -87348.26 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 415 members 
Entering Unmasked Estep 
Score: -85988.289062 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -85988.29 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86235.562500 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -86235.56 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86343.750000 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -86343.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86399.750000 Penalty: 2191.436279
	Iteration 3F: 3 clusters Score -86399.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86426.023438 Penalty: 2191.436279
	Iteration 4Q: 3 clusters Score -86426.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86440.289062 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -86440.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86448.843750 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -86448.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86454.867188 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -86454.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -86456.937500 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -86456.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -86459.781250 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -86459.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -86463.765625 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -86463.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86465.531250 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -86465.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -86466.601562 Penalty: 2191.436279
	Iteration 12Q: 3 clusters Score -86466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -86468.070312 Penalty: 2191.436279
	Iteration 13Q: 3 clusters Score -86468.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86473.343750 Penalty: 2191.436279
	Iteration 14Q: 3 clusters Score -86473.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86477.210938 Penalty: 2191.436279
	Iteration 15Q: 3 clusters Score -86477.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86480.148438 Penalty: 2191.436279
	Iteration 16Q: 3 clusters Score -86480.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86481.171875 Penalty: 2191.436279
	Iteration 17Q: 3 clusters Score -86481.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86482.578125 Penalty: 2191.436279
	Iteration 18Q: 3 clusters Score -86482.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86486.414062 Penalty: 2191.436279
	Iteration 19Q: 3 clusters Score -86486.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86488.773438 Penalty: 2191.436279
	Iteration 20F: 3 clusters Score -86488.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -86491.625000 Penalty: 2191.436279
	Iteration 21Q: 3 clusters Score -86491.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -86493.195312 Penalty: 2191.436279
	Iteration 22Q: 3 clusters Score -86493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86494.078125 Penalty: 2191.436279
	Iteration 23Q: 3 clusters Score -86494.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86494.078125 Penalty: 2191.436279
	Iteration 24F: 3 clusters Score -86494.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Entering Unmasked Estep 
Score: -4506778.000000 Penalty: 1724.468506
	Iteration 0F: 2 clusters Score -4506778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -4479784.000000 Penalty: 3448.937012
	Iteration 0F: 3 clusters Score -4479784 nChanged 18839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -4490438.000000 Penalty: 3448.937012
	Iteration 1F: 3 clusters Score -4490438 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -4490972.500000 Penalty: 3448.937012
	Iteration 2Q: 3 clusters Score -4490972 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -4491656.000000 Penalty: 3448.937012
	Iteration 3Q: 3 clusters Score -4491656 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -4492705.500000 Penalty: 3448.937012
	Iteration 4F: 3 clusters Score -4492706 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -4494390.500000 Penalty: 3448.937012
	Iteration 5F: 3 clusters Score -4494390 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -4496958.000000 Penalty: 3448.937012
	Iteration 6F: 3 clusters Score -4496958 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -4500236.500000 Penalty: 3448.937012
	Iteration 7F: 3 clusters Score -4500236 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4503086.500000 Penalty: 3448.937012
	Iteration 8F: 3 clusters Score -4503086 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4504579.000000 Penalty: 3448.937012
	Iteration 9Q: 3 clusters Score -4504579 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4505155.500000 Penalty: 3448.937012
	Iteration 10Q: 3 clusters Score -4505156 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4505386.000000 Penalty: 3448.937012
	Iteration 11Q: 3 clusters Score -4505386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4505474.000000 Penalty: 3448.937012
	Iteration 12Q: 3 clusters Score -4505474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4505524.000000 Penalty: 3448.937012
	Iteration 13Q: 3 clusters Score -4505524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4505571.500000 Penalty: 3448.937012
	Iteration 14Q: 3 clusters Score -4505572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4505603.000000 Penalty: 3448.937012
	Iteration 15Q: 3 clusters Score -4505603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4505637.000000 Penalty: 3448.937012
	Iteration 16Q: 3 clusters Score -4505637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4505676.500000 Penalty: 3448.937012
	Iteration 17Q: 3 clusters Score -4505676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4505692.500000 Penalty: 3448.937012
	Iteration 18Q: 3 clusters Score -4505692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4505705.000000 Penalty: 3448.937012
	Iteration 19Q: 3 clusters Score -4505705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4505703.000000 Penalty: 3448.937012
	Iteration 20F: 3 clusters Score -4505703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4505711.500000 Penalty: 3448.937012
	Iteration 21Q: 3 clusters Score -4505712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4505711.500000 Penalty: 3448.937012
	Iteration 22F: 3 clusters Score -4505712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Entering Unmasked Estep 
Score: -578813.187500 Penalty: 1384.498169
	Iteration 0F: 2 clusters Score -578813.2 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 2482 members 
Entering Unmasked Estep 
Score: -574828.375000 Penalty: 2768.996338
	Iteration 0F: 3 clusters Score -574828.4 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -575890.500000 Penalty: 2768.996338
	Iteration 1F: 3 clusters Score -575890.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -576056.437500 Penalty: 2768.996338
	Iteration 2F: 3 clusters Score -576056.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -576171.062500 Penalty: 2768.996338
	Iteration 3F: 3 clusters Score -576171.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -576243.625000 Penalty: 2768.996338
	Iteration 4Q: 3 clusters Score -576243.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -576308.312500 Penalty: 2768.996338
	Iteration 5Q: 3 clusters Score -576308.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -576366.062500 Penalty: 2768.996338
	Iteration 6Q: 3 clusters Score -576366.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -576430.375000 Penalty: 2768.996338
	Iteration 7Q: 3 clusters Score -576430.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -576491.125000 Penalty: 2768.996338
	Iteration 8Q: 3 clusters Score -576491.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -576554.750000 Penalty: 2768.996338
	Iteration 9Q: 3 clusters Score -576554.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -576635.687500 Penalty: 2768.996338
	Iteration 10Q: 3 clusters Score -576635.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -576743.750000 Penalty: 2768.996338
	Iteration 11Q: 3 clusters Score -576743.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -576854.250000 Penalty: 2768.996338
	Iteration 12Q: 3 clusters Score -576854.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -576989.937500 Penalty: 2768.996338
	Iteration 13Q: 3 clusters Score -576989.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -577123.187500 Penalty: 2768.996338
	Iteration 14Q: 3 clusters Score -577123.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -577228.875000 Penalty: 2768.996338
	Iteration 15Q: 3 clusters Score -577228.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -577314.500000 Penalty: 2768.996338
	Iteration 16Q: 3 clusters Score -577314.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -577375.562500 Penalty: 2768.996338
	Iteration 17Q: 3 clusters Score -577375.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -577419.500000 Penalty: 2768.996338
	Iteration 18Q: 3 clusters Score -577419.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -577453.250000 Penalty: 2768.996338
	Iteration 19Q: 3 clusters Score -577453.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -577480.000000 Penalty: 2768.996338
	Iteration 20F: 3 clusters Score -577480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -577502.937500 Penalty: 2768.996338
	Iteration 21Q: 3 clusters Score -577502.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -577523.687500 Penalty: 2768.996338
	Iteration 22Q: 3 clusters Score -577523.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -577545.125000 Penalty: 2768.996338
	Iteration 23Q: 3 clusters Score -577545.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -577561.687500 Penalty: 2768.996338
	Iteration 24Q: 3 clusters Score -577561.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -577573.937500 Penalty: 2768.996338
	Iteration 25Q: 3 clusters Score -577573.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -577581.875000 Penalty: 2768.996338
	Iteration 26Q: 3 clusters Score -577581.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -577592.875000 Penalty: 2768.996338
	Iteration 27Q: 3 clusters Score -577592.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -577601.187500 Penalty: 2768.996338
	Iteration 28Q: 3 clusters Score -577601.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -577605.937500 Penalty: 2768.996338
	Iteration 29Q: 3 clusters Score -577605.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -577610.187500 Penalty: 2768.996338
	Iteration 30Q: 3 clusters Score -577610.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -577613.125000 Penalty: 2768.996338
	Iteration 31Q: 3 clusters Score -577613.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -577617.625000 Penalty: 2768.996338
	Iteration 32Q: 3 clusters Score -577617.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -577619.562500 Penalty: 2768.996338
	Iteration 33Q: 3 clusters Score -577619.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -577620.375000 Penalty: 2768.996338
	Iteration 34Q: 3 clusters Score -577620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -577621.250000 Penalty: 2768.996338
	Iteration 35Q: 3 clusters Score -577621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -577623.875000 Penalty: 2768.996338
	Iteration 36Q: 3 clusters Score -577623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -577625.437500 Penalty: 2768.996338
	Iteration 37Q: 3 clusters Score -577625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -577631.250000 Penalty: 2768.996338
	Iteration 38Q: 3 clusters Score -577631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -577633.437500 Penalty: 2768.996338
	Iteration 39Q: 3 clusters Score -577633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -577633.187500 Penalty: 2768.996338
	Iteration 40F: 3 clusters Score -577633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -577633.937500 Penalty: 2768.996338
	Iteration 41Q: 3 clusters Score -577633.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -577634.937500 Penalty: 2768.996338
	Iteration 42Q: 3 clusters Score -577634.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -577635.687500 Penalty: 2768.996338
	Iteration 43Q: 3 clusters Score -577635.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -577635.687500 Penalty: 2768.996338
	Iteration 44F: 3 clusters Score -577635.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -136775.000000 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -136775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -135162.203125 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -135162.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -135494.078125 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -135494.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -135579.171875 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -135579.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -135663.093750 Penalty: 2334.264404
	Iteration 3Q: 3 clusters Score -135663.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -135746.765625 Penalty: 2334.264404
	Iteration 4Q: 3 clusters Score -135746.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -135812.171875 Penalty: 2334.264404
	Iteration 5Q: 3 clusters Score -135812.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -135877.953125 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -135878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135952.171875 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -135952.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136024.968750 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -136025 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -136119.765625 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -136119.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -136200.828125 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -136200.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -136283.718750 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -136283.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -136324.843750 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -136324.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -136365.500000 Penalty: 2334.264404
	Iteration 13Q: 3 clusters Score -136365.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -136384.671875 Penalty: 2334.264404
	Iteration 14Q: 3 clusters Score -136384.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -136400.640625 Penalty: 2334.264404
	Iteration 15Q: 3 clusters Score -136400.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -136407.468750 Penalty: 2334.264404
	Iteration 16Q: 3 clusters Score -136407.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -136409.171875 Penalty: 2334.264404
	Iteration 17Q: 3 clusters Score -136409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -136412.484375 Penalty: 2334.264404
	Iteration 18Q: 3 clusters Score -136412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -136413.796875 Penalty: 2334.264404
	Iteration 19Q: 3 clusters Score -136413.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -136413.796875 Penalty: 2334.264404
	Iteration 20F: 3 clusters Score -136413.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Entering Unmasked Estep 
Score: -3685511.500000 Penalty: 1687.258911
	Iteration 0F: 2 clusters Score -3685512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3663721.000000 Penalty: 3374.517822
	Iteration 0F: 3 clusters Score -3663721 nChanged 14930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3672331.750000 Penalty: 3374.517822
	Iteration 1F: 3 clusters Score -3672332 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3672788.250000 Penalty: 3374.517822
	Iteration 2Q: 3 clusters Score -3672788 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3673274.250000 Penalty: 3374.517822
	Iteration 3Q: 3 clusters Score -3673274 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3673833.000000 Penalty: 3374.517822
	Iteration 4Q: 3 clusters Score -3673833 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3674421.000000 Penalty: 3374.517822
	Iteration 5Q: 3 clusters Score -3674421 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3675124.500000 Penalty: 3374.517822
	Iteration 6Q: 3 clusters Score -3675124 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3676012.000000 Penalty: 3374.517822
	Iteration 7Q: 3 clusters Score -3676012 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -3677069.000000 Penalty: 3374.517822
	Iteration 8F: 3 clusters Score -3677069 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3678257.250000 Penalty: 3374.517822
	Iteration 9F: 3 clusters Score -3678257 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -3679474.750000 Penalty: 3374.517822
	Iteration 10F: 3 clusters Score -3679475 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3680496.250000 Penalty: 3374.517822
	Iteration 11Q: 3 clusters Score -3680496 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3681141.250000 Penalty: 3374.517822
	Iteration 12Q: 3 clusters Score -3681141 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3681526.500000 Penalty: 3374.517822
	Iteration 13Q: 3 clusters Score -3681526 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3681764.250000 Penalty: 3374.517822
	Iteration 14Q: 3 clusters Score -3681764 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3681945.750000 Penalty: 3374.517822
	Iteration 15Q: 3 clusters Score -3681946 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3682078.500000 Penalty: 3374.517822
	Iteration 16Q: 3 clusters Score -3682078 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -3682163.250000 Penalty: 3374.517822
	Iteration 17Q: 3 clusters Score -3682163 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3682233.500000 Penalty: 3374.517822
	Iteration 18Q: 3 clusters Score -3682234 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3682285.750000 Penalty: 3374.517822
	Iteration 19Q: 3 clusters Score -3682286 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -3682329.500000 Penalty: 3374.517822
	Iteration 20F: 3 clusters Score -3682330 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -3682377.500000 Penalty: 3374.517822
	Iteration 21Q: 3 clusters Score -3682378 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -3682405.000000 Penalty: 3374.517822
	Iteration 22Q: 3 clusters Score -3682405 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -3682436.250000 Penalty: 3374.517822
	Iteration 23Q: 3 clusters Score -3682436 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -3682480.500000 Penalty: 3374.517822
	Iteration 24Q: 3 clusters Score -3682480 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3682479.750000 Penalty: 3374.517822
	Iteration 25Q: 3 clusters Score -3682480 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3682486.250000 Penalty: 3374.517822
	Iteration 26Q: 3 clusters Score -3682486 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3682504.000000 Penalty: 3374.517822
	Iteration 27Q: 3 clusters Score -3682504 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3682517.500000 Penalty: 3374.517822
	Iteration 28Q: 3 clusters Score -3682518 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3682527.500000 Penalty: 3374.517822
	Iteration 29Q: 3 clusters Score -3682528 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3682540.250000 Penalty: 3374.517822
	Iteration 30Q: 3 clusters Score -3682540 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3682553.750000 Penalty: 3374.517822
	Iteration 31Q: 3 clusters Score -3682554 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3682563.750000 Penalty: 3374.517822
	Iteration 32Q: 3 clusters Score -3682564 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3682569.750000 Penalty: 3374.517822
	Iteration 33Q: 3 clusters Score -3682570 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3682580.750000 Penalty: 3374.517822
	Iteration 34Q: 3 clusters Score -3682581 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3682580.000000 Penalty: 3374.517822
	Iteration 35Q: 3 clusters Score -3682580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3682592.000000 Penalty: 3374.517822
	Iteration 36Q: 3 clusters Score -3682592 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -3682598.750000 Penalty: 3374.517822
	Iteration 37Q: 3 clusters Score -3682599 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -3682595.750000 Penalty: 3374.517822
	Iteration 38Q: 3 clusters Score -3682596 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -3682603.500000 Penalty: 3374.517822
	Iteration 39Q: 3 clusters Score -3682604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -3682610.250000 Penalty: 3374.517822
	Iteration 40F: 3 clusters Score -3682610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3682630.750000 Penalty: 3374.517822
	Iteration 41Q: 3 clusters Score -3682631 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3682646.000000 Penalty: 3374.517822
	Iteration 42Q: 3 clusters Score -3682646 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3682650.000000 Penalty: 3374.517822
	Iteration 43Q: 3 clusters Score -3682650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3682648.500000 Penalty: 3374.517822
	Iteration 44Q: 3 clusters Score -3682648 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3682657.250000 Penalty: 3374.517822
	Iteration 45Q: 3 clusters Score -3682657 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3682657.250000 Penalty: 3374.517822
	Iteration 46Q: 3 clusters Score -3682657 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3682669.750000 Penalty: 3374.517822
	Iteration 47Q: 3 clusters Score -3682670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3682678.750000 Penalty: 3374.517822
	Iteration 48Q: 3 clusters Score -3682679 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3682694.000000 Penalty: 3374.517822
	Iteration 49Q: 3 clusters Score -3682694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3682697.750000 Penalty: 3374.517822
	Iteration 50Q: 3 clusters Score -3682698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3682708.000000 Penalty: 3374.517822
	Iteration 51Q: 3 clusters Score -3682708 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3682720.750000 Penalty: 3374.517822
	Iteration 52Q: 3 clusters Score -3682721 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3682747.500000 Penalty: 3374.517822
	Iteration 53Q: 3 clusters Score -3682748 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3682759.250000 Penalty: 3374.517822
	Iteration 54Q: 3 clusters Score -3682759 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3682773.750000 Penalty: 3374.517822
	Iteration 55Q: 3 clusters Score -3682774 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3682801.750000 Penalty: 3374.517822
	Iteration 56Q: 3 clusters Score -3682802 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3682829.500000 Penalty: 3374.517822
	Iteration 57Q: 3 clusters Score -3682830 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3682848.750000 Penalty: 3374.517822
	Iteration 58Q: 3 clusters Score -3682849 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -3682877.750000 Penalty: 3374.517822
	Iteration 59Q: 3 clusters Score -3682878 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3682896.750000 Penalty: 3374.517822
	Iteration 60F: 3 clusters Score -3682897 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3682915.750000 Penalty: 3374.517822
	Iteration 61Q: 3 clusters Score -3682916 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3682946.500000 Penalty: 3374.517822
	Iteration 62Q: 3 clusters Score -3682946 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -3682959.750000 Penalty: 3374.517822
	Iteration 63Q: 3 clusters Score -3682960 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -3682986.000000 Penalty: 3374.517822
	Iteration 64Q: 3 clusters Score -3682986 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -3682996.500000 Penalty: 3374.517822
	Iteration 65Q: 3 clusters Score -3682996 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3683021.500000 Penalty: 3374.517822
	Iteration 66Q: 3 clusters Score -3683022 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3683057.250000 Penalty: 3374.517822
	Iteration 67Q: 3 clusters Score -3683057 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3683089.750000 Penalty: 3374.517822
	Iteration 68Q: 3 clusters Score -3683090 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3683101.250000 Penalty: 3374.517822
	Iteration 69Q: 3 clusters Score -3683101 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3683145.000000 Penalty: 3374.517822
	Iteration 70Q: 3 clusters Score -3683145 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -3683179.000000 Penalty: 3374.517822
	Iteration 71Q: 3 clusters Score -3683179 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -3683218.250000 Penalty: 3374.517822
	Iteration 72Q: 3 clusters Score -3683218 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -3683256.250000 Penalty: 3374.517822
	Iteration 73Q: 3 clusters Score -3683256 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -3683293.250000 Penalty: 3374.517822
	Iteration 74Q: 3 clusters Score -3683293 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3683325.250000 Penalty: 3374.517822
	Iteration 75Q: 3 clusters Score -3683325 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -3683355.750000 Penalty: 3374.517822
	Iteration 76Q: 3 clusters Score -3683356 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3683389.000000 Penalty: 3374.517822
	Iteration 77Q: 3 clusters Score -3683389 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -3683422.000000 Penalty: 3374.517822
	Iteration 78Q: 3 clusters Score -3683422 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3683440.000000 Penalty: 3374.517822
	Iteration 79Q: 3 clusters Score -3683440 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3683464.250000 Penalty: 3374.517822
	Iteration 80F: 3 clusters Score -3683464 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -3683507.250000 Penalty: 3374.517822
	Iteration 81Q: 3 clusters Score -3683507 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -3683531.500000 Penalty: 3374.517822
	Iteration 82Q: 3 clusters Score -3683532 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3683564.000000 Penalty: 3374.517822
	Iteration 83Q: 3 clusters Score -3683564 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3683613.750000 Penalty: 3374.517822
	Iteration 84Q: 3 clusters Score -3683614 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -3683639.750000 Penalty: 3374.517822
	Iteration 85Q: 3 clusters Score -3683640 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3683667.000000 Penalty: 3374.517822
	Iteration 86Q: 3 clusters Score -3683667 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -3683704.250000 Penalty: 3374.517822
	Iteration 87Q: 3 clusters Score -3683704 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -3683733.500000 Penalty: 3374.517822
	Iteration 88Q: 3 clusters Score -3683734 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3683756.250000 Penalty: 3374.517822
	Iteration 89Q: 3 clusters Score -3683756 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -3683791.250000 Penalty: 3374.517822
	Iteration 90Q: 3 clusters Score -3683791 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -3683840.750000 Penalty: 3374.517822
	Iteration 91Q: 3 clusters Score -3683841 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -3683867.000000 Penalty: 3374.517822
	Iteration 92Q: 3 clusters Score -3683867 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -3683903.500000 Penalty: 3374.517822
	Iteration 93Q: 3 clusters Score -3683904 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -3683924.250000 Penalty: 3374.517822
	Iteration 94Q: 3 clusters Score -3683924 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -3683962.000000 Penalty: 3374.517822
	Iteration 95Q: 3 clusters Score -3683962 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -3683989.250000 Penalty: 3374.517822
	Iteration 96Q: 3 clusters Score -3683989 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -3684009.750000 Penalty: 3374.517822
	Iteration 97Q: 3 clusters Score -3684010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -3684038.500000 Penalty: 3374.517822
	Iteration 98Q: 3 clusters Score -3684038 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3684061.750000 Penalty: 3374.517822
	Iteration 99Q: 3 clusters Score -3684062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -3684068.000000 Penalty: 3374.517822
	Iteration 100F: 3 clusters Score -3684068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -3684088.000000 Penalty: 3374.517822
	Iteration 101Q: 3 clusters Score -3684088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -3684094.750000 Penalty: 3374.517822
	Iteration 102Q: 3 clusters Score -3684095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -3684095.250000 Penalty: 3374.517822
	Iteration 103Q: 3 clusters Score -3684095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -3684104.500000 Penalty: 3374.517822
	Iteration 104Q: 3 clusters Score -3684104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -3684110.250000 Penalty: 3374.517822
	Iteration 105Q: 3 clusters Score -3684110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -3684110.250000 Penalty: 3374.517822
	Iteration 106Q: 3 clusters Score -3684110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -3684115.750000 Penalty: 3374.517822
	Iteration 107Q: 3 clusters Score -3684116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -3684115.250000 Penalty: 3374.517822
	Iteration 108Q: 3 clusters Score -3684115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -3684121.750000 Penalty: 3374.517822
	Iteration 109Q: 3 clusters Score -3684122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -3684124.500000 Penalty: 3374.517822
	Iteration 110Q: 3 clusters Score -3684124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -3684123.500000 Penalty: 3374.517822
	Iteration 111Q: 3 clusters Score -3684124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -3684127.750000 Penalty: 3374.517822
	Iteration 112Q: 3 clusters Score -3684128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -3684125.000000 Penalty: 3374.517822
	Iteration 113Q: 3 clusters Score -3684125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -3684123.500000 Penalty: 3374.517822
	Iteration 114Q: 3 clusters Score -3684124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -3684127.750000 Penalty: 3374.517822
	Iteration 115Q: 3 clusters Score -3684128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -3684131.250000 Penalty: 3374.517822
	Iteration 116Q: 3 clusters Score -3684131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -3684132.750000 Penalty: 3374.517822
	Iteration 117Q: 3 clusters Score -3684133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -3684132.750000 Penalty: 3374.517822
	Iteration 118Q: 3 clusters Score -3684133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3684128.500000 Penalty: 3374.517822
	Iteration 119Q: 3 clusters Score -3684128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -3684128.000000 Penalty: 3374.517822
	Iteration 120F: 3 clusters Score -3684128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -3684130.500000 Penalty: 3374.517822
	Iteration 121Q: 3 clusters Score -3684130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -3684130.500000 Penalty: 3374.517822
	Iteration 122F: 3 clusters Score -3684130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Entering Unmasked Estep 
Score: -10575490.000000 Penalty: 1859.622803
	Iteration 0F: 2 clusters Score -1.057549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -10513293.000000 Penalty: 3719.245605
	Iteration 0F: 3 clusters Score -1.051329e+07 nChanged 44657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -10539325.000000 Penalty: 3719.245605
	Iteration 1F: 3 clusters Score -1.053932e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -10540535.000000 Penalty: 3719.245605
	Iteration 2Q: 3 clusters Score -1.054054e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -10542229.000000 Penalty: 3719.245605
	Iteration 3Q: 3 clusters Score -1.054223e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -10545000.000000 Penalty: 3719.245605
	Iteration 4F: 3 clusters Score -1.0545e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -10548707.000000 Penalty: 3719.245605
	Iteration 5F: 3 clusters Score -1.054871e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -10552577.000000 Penalty: 3719.245605
	Iteration 6F: 3 clusters Score -1.055258e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -10556673.000000 Penalty: 3719.245605
	Iteration 7F: 3 clusters Score -1.055667e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -10559894.000000 Penalty: 3719.245605
	Iteration 8F: 3 clusters Score -1.055989e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -10562066.000000 Penalty: 3719.245605
	Iteration 9Q: 3 clusters Score -1.056207e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -10563032.000000 Penalty: 3719.245605
	Iteration 10Q: 3 clusters Score -1.056303e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -10563500.000000 Penalty: 3719.245605
	Iteration 11Q: 3 clusters Score -1.05635e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -10563748.000000 Penalty: 3719.245605
	Iteration 12Q: 3 clusters Score -1.056375e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -10563975.000000 Penalty: 3719.245605
	Iteration 13Q: 3 clusters Score -1.056398e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -10564230.000000 Penalty: 3719.245605
	Iteration 14Q: 3 clusters Score -1.056423e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -10564406.000000 Penalty: 3719.245605
	Iteration 15Q: 3 clusters Score -1.056441e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -10564603.000000 Penalty: 3719.245605
	Iteration 16Q: 3 clusters Score -1.05646e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -10564802.000000 Penalty: 3719.245605
	Iteration 17Q: 3 clusters Score -1.05648e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -10564933.000000 Penalty: 3719.245605
	Iteration 18Q: 3 clusters Score -1.056493e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -10565099.000000 Penalty: 3719.245605
	Iteration 19Q: 3 clusters Score -1.05651e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -10565234.000000 Penalty: 3719.245605
	Iteration 20F: 3 clusters Score -1.056523e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -10565306.000000 Penalty: 3719.245605
	Iteration 21Q: 3 clusters Score -1.056531e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -10565442.000000 Penalty: 3719.245605
	Iteration 22Q: 3 clusters Score -1.056544e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -10565546.000000 Penalty: 3719.245605
	Iteration 23Q: 3 clusters Score -1.056555e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -10565677.000000 Penalty: 3719.245605
	Iteration 24Q: 3 clusters Score -1.056568e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -10565808.000000 Penalty: 3719.245605
	Iteration 25Q: 3 clusters Score -1.056581e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -10565907.000000 Penalty: 3719.245605
	Iteration 26Q: 3 clusters Score -1.056591e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -10566076.000000 Penalty: 3719.245605
	Iteration 27Q: 3 clusters Score -1.056608e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -10566200.000000 Penalty: 3719.245605
	Iteration 28Q: 3 clusters Score -1.05662e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -10566404.000000 Penalty: 3719.245605
	Iteration 29Q: 3 clusters Score -1.05664e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -10566571.000000 Penalty: 3719.245605
	Iteration 30Q: 3 clusters Score -1.056657e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -10566801.000000 Penalty: 3719.245605
	Iteration 31Q: 3 clusters Score -1.05668e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -10567004.000000 Penalty: 3719.245605
	Iteration 32Q: 3 clusters Score -1.0567e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -10567223.000000 Penalty: 3719.245605
	Iteration 33Q: 3 clusters Score -1.056722e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65638 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -10567446.000000 Penalty: 3719.245605
	Iteration 34Q: 3 clusters Score -1.056745e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -10567716.000000 Penalty: 3719.245605
	Iteration 35Q: 3 clusters Score -1.056772e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -10567990.000000 Penalty: 3719.245605
	Iteration 36Q: 3 clusters Score -1.056799e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -10568312.000000 Penalty: 3719.245605
	Iteration 37Q: 3 clusters Score -1.056831e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70131 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -10568625.000000 Penalty: 3719.245605
	Iteration 38Q: 3 clusters Score -1.056862e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -10569007.000000 Penalty: 3719.245605
	Iteration 39Q: 3 clusters Score -1.056901e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72696 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -10569357.000000 Penalty: 3719.245605
	Iteration 40F: 3 clusters Score -1.056936e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -10569800.000000 Penalty: 3719.245605
	Iteration 41Q: 3 clusters Score -1.05698e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75335 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -10570151.000000 Penalty: 3719.245605
	Iteration 42Q: 3 clusters Score -1.057015e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -10570547.000000 Penalty: 3719.245605
	Iteration 43Q: 3 clusters Score -1.057055e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77932 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -10570913.000000 Penalty: 3719.245605
	Iteration 44Q: 3 clusters Score -1.057091e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -10571377.000000 Penalty: 3719.245605
	Iteration 45Q: 3 clusters Score -1.057138e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -10571752.000000 Penalty: 3719.245605
	Iteration 46Q: 3 clusters Score -1.057175e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81482 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -10572097.000000 Penalty: 3719.245605
	Iteration 47Q: 3 clusters Score -1.05721e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -10572460.000000 Penalty: 3719.245605
	Iteration 48Q: 3 clusters Score -1.057246e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -10572725.000000 Penalty: 3719.245605
	Iteration 49Q: 3 clusters Score -1.057272e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84369 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -10573074.000000 Penalty: 3719.245605
	Iteration 50Q: 3 clusters Score -1.057307e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -10573383.000000 Penalty: 3719.245605
	Iteration 51Q: 3 clusters Score -1.057338e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -10573599.000000 Penalty: 3719.245605
	Iteration 52Q: 3 clusters Score -1.05736e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86623 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -10573871.000000 Penalty: 3719.245605
	Iteration 53Q: 3 clusters Score -1.057387e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87266 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -10574101.000000 Penalty: 3719.245605
	Iteration 54Q: 3 clusters Score -1.05741e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87844 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -10574293.000000 Penalty: 3719.245605
	Iteration 55Q: 3 clusters Score -1.057429e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88359 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -10574456.000000 Penalty: 3719.245605
	Iteration 56Q: 3 clusters Score -1.057446e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -10574674.000000 Penalty: 3719.245605
	Iteration 57Q: 3 clusters Score -1.057467e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89169 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -10574812.000000 Penalty: 3719.245605
	Iteration 58Q: 3 clusters Score -1.057481e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89483 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -10574892.000000 Penalty: 3719.245605
	Iteration 59Q: 3 clusters Score -1.057489e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89733 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -10574980.000000 Penalty: 3719.245605
	Iteration 60F: 3 clusters Score -1.057498e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -10575037.000000 Penalty: 3719.245605
	Iteration 61Q: 3 clusters Score -1.057504e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -10575118.000000 Penalty: 3719.245605
	Iteration 62Q: 3 clusters Score -1.057512e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90273 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -10575176.000000 Penalty: 3719.245605
	Iteration 63Q: 3 clusters Score -1.057518e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90408 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -10575201.000000 Penalty: 3719.245605
	Iteration 64Q: 3 clusters Score -1.05752e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90515 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -10575224.000000 Penalty: 3719.245605
	Iteration 65Q: 3 clusters Score -1.057522e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90606 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -10575236.000000 Penalty: 3719.245605
	Iteration 66Q: 3 clusters Score -1.057524e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -10575261.000000 Penalty: 3719.245605
	Iteration 67Q: 3 clusters Score -1.057526e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90758 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -10575250.000000 Penalty: 3719.245605
	Iteration 68Q: 3 clusters Score -1.057525e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -10575264.000000 Penalty: 3719.245605
	Iteration 69Q: 3 clusters Score -1.057526e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90908 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -10575269.000000 Penalty: 3719.245605
	Iteration 70Q: 3 clusters Score -1.057527e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -10575276.000000 Penalty: 3719.245605
	Iteration 71Q: 3 clusters Score -1.057528e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -10575305.000000 Penalty: 3719.245605
	Iteration 72Q: 3 clusters Score -1.05753e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -10575296.000000 Penalty: 3719.245605
	Iteration 73Q: 3 clusters Score -1.05753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -10575293.000000 Penalty: 3719.245605
	Iteration 74Q: 3 clusters Score -1.057529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91044 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -10575282.000000 Penalty: 3719.245605
	Iteration 75Q: 3 clusters Score -1.057528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -10575275.000000 Penalty: 3719.245605
	Iteration 76Q: 3 clusters Score -1.057528e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91100 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -10575277.000000 Penalty: 3719.245605
	Iteration 77Q: 3 clusters Score -1.057528e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91125 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -10575294.000000 Penalty: 3719.245605
	Iteration 78Q: 3 clusters Score -1.057529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91144 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -10575280.000000 Penalty: 3719.245605
	Iteration 79Q: 3 clusters Score -1.057528e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -10575273.000000 Penalty: 3719.245605
	Iteration 80F: 3 clusters Score -1.057527e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -10575277.000000 Penalty: 3719.245605
	Iteration 81Q: 3 clusters Score -1.057528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91179 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -10575285.000000 Penalty: 3719.245605
	Iteration 82Q: 3 clusters Score -1.057528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91185 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -10575286.000000 Penalty: 3719.245605
	Iteration 83Q: 3 clusters Score -1.057529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91192 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -10575279.000000 Penalty: 3719.245605
	Iteration 84Q: 3 clusters Score -1.057528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91196 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -10575279.000000 Penalty: 3719.245605
	Iteration 85Q: 3 clusters Score -1.057528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -10575288.000000 Penalty: 3719.245605
	Iteration 86Q: 3 clusters Score -1.057529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91203 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -10575294.000000 Penalty: 3719.245605
	Iteration 87Q: 3 clusters Score -1.057529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -10575288.000000 Penalty: 3719.245605
	Iteration 88Q: 3 clusters Score -1.057529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -10575289.000000 Penalty: 3719.245605
	Iteration 89Q: 3 clusters Score -1.057529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -10575291.000000 Penalty: 3719.245605
	Iteration 90Q: 3 clusters Score -1.057529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -10575289.000000 Penalty: 3719.245605
	Iteration 91Q: 3 clusters Score -1.057529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91204 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -10575289.000000 Penalty: 3719.245605
	Iteration 92F: 3 clusters Score -1.057529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Entering Unmasked Estep 
Score: -504217.312500 Penalty: 1371.445435
	Iteration 0F: 2 clusters Score -504217.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -500457.500000 Penalty: 2742.890869
	Iteration 0F: 3 clusters Score -500457.5 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -501471.187500 Penalty: 2742.890869
	Iteration 1F: 3 clusters Score -501471.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -501620.781250 Penalty: 2742.890869
	Iteration 2F: 3 clusters Score -501620.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -501711.343750 Penalty: 2742.890869
	Iteration 3Q: 3 clusters Score -501711.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -501799.656250 Penalty: 2742.890869
	Iteration 4Q: 3 clusters Score -501799.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -501884.312500 Penalty: 2742.890869
	Iteration 5Q: 3 clusters Score -501884.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -501977.468750 Penalty: 2742.890869
	Iteration 6Q: 3 clusters Score -501977.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -502072.750000 Penalty: 2742.890869
	Iteration 7Q: 3 clusters Score -502072.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -502166.875000 Penalty: 2742.890869
	Iteration 8Q: 3 clusters Score -502166.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -502261.093750 Penalty: 2742.890869
	Iteration 9Q: 3 clusters Score -502261.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -502359.718750 Penalty: 2742.890869
	Iteration 10Q: 3 clusters Score -502359.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -502492.375000 Penalty: 2742.890869
	Iteration 11Q: 3 clusters Score -502492.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -502615.218750 Penalty: 2742.890869
	Iteration 12Q: 3 clusters Score -502615.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -502724.281250 Penalty: 2742.890869
	Iteration 13Q: 3 clusters Score -502724.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -502813.843750 Penalty: 2742.890869
	Iteration 14Q: 3 clusters Score -502813.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -502874.718750 Penalty: 2742.890869
	Iteration 15Q: 3 clusters Score -502874.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -502915.125000 Penalty: 2742.890869
	Iteration 16Q: 3 clusters Score -502915.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -502956.468750 Penalty: 2742.890869
	Iteration 17Q: 3 clusters Score -502956.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -502992.218750 Penalty: 2742.890869
	Iteration 18Q: 3 clusters Score -502992.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -503015.031250 Penalty: 2742.890869
	Iteration 19Q: 3 clusters Score -503015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -503029.843750 Penalty: 2742.890869
	Iteration 20F: 3 clusters Score -503029.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -503038.812500 Penalty: 2742.890869
	Iteration 21Q: 3 clusters Score -503038.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -503046.375000 Penalty: 2742.890869
	Iteration 22Q: 3 clusters Score -503046.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -503054.125000 Penalty: 2742.890869
	Iteration 23Q: 3 clusters Score -503054.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -503062.562500 Penalty: 2742.890869
	Iteration 24Q: 3 clusters Score -503062.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -503073.062500 Penalty: 2742.890869
	Iteration 25Q: 3 clusters Score -503073.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -503085.343750 Penalty: 2742.890869
	Iteration 26Q: 3 clusters Score -503085.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -503095.968750 Penalty: 2742.890869
	Iteration 27Q: 3 clusters Score -503096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -503106.062500 Penalty: 2742.890869
	Iteration 28Q: 3 clusters Score -503106.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -503117.343750 Penalty: 2742.890869
	Iteration 29Q: 3 clusters Score -503117.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -503129.406250 Penalty: 2742.890869
	Iteration 30Q: 3 clusters Score -503129.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -503144.531250 Penalty: 2742.890869
	Iteration 31Q: 3 clusters Score -503144.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -503161.125000 Penalty: 2742.890869
	Iteration 32Q: 3 clusters Score -503161.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -503171.718750 Penalty: 2742.890869
	Iteration 33Q: 3 clusters Score -503171.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -503183.750000 Penalty: 2742.890869
	Iteration 34Q: 3 clusters Score -503183.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -503197.562500 Penalty: 2742.890869
	Iteration 35Q: 3 clusters Score -503197.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -503218.281250 Penalty: 2742.890869
	Iteration 36Q: 3 clusters Score -503218.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -503235.625000 Penalty: 2742.890869
	Iteration 37Q: 3 clusters Score -503235.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -503248.781250 Penalty: 2742.890869
	Iteration 38Q: 3 clusters Score -503248.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -503262.781250 Penalty: 2742.890869
	Iteration 39Q: 3 clusters Score -503262.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -503284.531250 Penalty: 2742.890869
	Iteration 40F: 3 clusters Score -503284.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -503300.718750 Penalty: 2742.890869
	Iteration 41Q: 3 clusters Score -503300.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -503311.031250 Penalty: 2742.890869
	Iteration 42Q: 3 clusters Score -503311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -503317.625000 Penalty: 2742.890869
	Iteration 43Q: 3 clusters Score -503317.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -503323.718750 Penalty: 2742.890869
	Iteration 44Q: 3 clusters Score -503323.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -503328.875000 Penalty: 2742.890869
	Iteration 45Q: 3 clusters Score -503328.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -503339.781250 Penalty: 2742.890869
	Iteration 46Q: 3 clusters Score -503339.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -503347.156250 Penalty: 2742.890869
	Iteration 47Q: 3 clusters Score -503347.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -503351.312500 Penalty: 2742.890869
	Iteration 48Q: 3 clusters Score -503351.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -503354.437500 Penalty: 2742.890869
	Iteration 49Q: 3 clusters Score -503354.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -503357.343750 Penalty: 2742.890869
	Iteration 50Q: 3 clusters Score -503357.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -503358.656250 Penalty: 2742.890869
	Iteration 51Q: 3 clusters Score -503358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -503358.500000 Penalty: 2742.890869
	Iteration 52Q: 3 clusters Score -503358.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -503359.031250 Penalty: 2742.890869
	Iteration 53Q: 3 clusters Score -503359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -503358.875000 Penalty: 2742.890869
	Iteration 54Q: 3 clusters Score -503358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -503359.875000 Penalty: 2742.890869
	Iteration 55Q: 3 clusters Score -503359.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -503359.875000 Penalty: 2742.890869
	Iteration 56F: 3 clusters Score -503359.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Entering Unmasked Estep 
Score: -946269.000000 Penalty: 1463.338379
	Iteration 0F: 2 clusters Score -946269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -940263.625000 Penalty: 2926.676758
	Iteration 0F: 3 clusters Score -940263.6 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -942060.000000 Penalty: 2926.676758
	Iteration 1F: 3 clusters Score -942060 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -942255.375000 Penalty: 2926.676758
	Iteration 2F: 3 clusters Score -942255.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -942465.000000 Penalty: 2926.676758
	Iteration 3Q: 3 clusters Score -942465 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -942712.625000 Penalty: 2926.676758
	Iteration 4Q: 3 clusters Score -942712.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -943036.687500 Penalty: 2926.676758
	Iteration 5F: 3 clusters Score -943036.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -943473.125000 Penalty: 2926.676758
	Iteration 6F: 3 clusters Score -943473.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -943941.187500 Penalty: 2926.676758
	Iteration 7F: 3 clusters Score -943941.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -944461.687500 Penalty: 2926.676758
	Iteration 8F: 3 clusters Score -944461.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -944984.125000 Penalty: 2926.676758
	Iteration 9F: 3 clusters Score -944984.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -945322.437500 Penalty: 2926.676758
	Iteration 10Q: 3 clusters Score -945322.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -945486.875000 Penalty: 2926.676758
	Iteration 11Q: 3 clusters Score -945486.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -945555.250000 Penalty: 2926.676758
	Iteration 12Q: 3 clusters Score -945555.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -945587.375000 Penalty: 2926.676758
	Iteration 13Q: 3 clusters Score -945587.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -945598.812500 Penalty: 2926.676758
	Iteration 14Q: 3 clusters Score -945598.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -945606.875000 Penalty: 2926.676758
	Iteration 15Q: 3 clusters Score -945606.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -945611.812500 Penalty: 2926.676758
	Iteration 16Q: 3 clusters Score -945611.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -945614.250000 Penalty: 2926.676758
	Iteration 17Q: 3 clusters Score -945614.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -945616.937500 Penalty: 2926.676758
	Iteration 18Q: 3 clusters Score -945616.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -945616.375000 Penalty: 2926.676758
	Iteration 19Q: 3 clusters Score -945616.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -945620.875000 Penalty: 2926.676758
	Iteration 20F: 3 clusters Score -945620.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -945619.750000 Penalty: 2926.676758
	Iteration 21Q: 3 clusters Score -945619.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -945619.750000 Penalty: 2926.676758
	Iteration 22F: 3 clusters Score -945619.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 85704 members 
Mstep: Class 3 contains 13248 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15551 members 
Mstep: Class 6 contains 84181 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95056 members 
Mstep: Class 12 contains 78980 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5014 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93324 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099704.000000 Penalty: 51286.125000
Iteration 279Q: 24 clusters Score -1.020997e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 85728 members 
Mstep: Class 3 contains 13231 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15551 members 
Mstep: Class 6 contains 84194 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78975 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5013 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93324 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099728.000000 Penalty: 51286.125000
Iteration 280F: 24 clusters Score -1.020997e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 85749 members 
Mstep: Class 3 contains 13216 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15551 members 
Mstep: Class 6 contains 84208 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95053 members 
Mstep: Class 12 contains 78972 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5013 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93324 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099816.000000 Penalty: 51286.125000
Iteration 281Q: 24 clusters Score -1.020998e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 85759 members 
Mstep: Class 3 contains 13210 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15552 members 
Mstep: Class 6 contains 84206 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78984 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5012 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93324 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099784.000000 Penalty: 51286.125000
Iteration 282Q: 24 clusters Score -1.020998e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 85776 members 
Mstep: Class 3 contains 13206 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15549 members 
Mstep: Class 6 contains 84210 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78980 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93324 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099808.000000 Penalty: 51286.125000
Iteration 283Q: 24 clusters Score -1.020998e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 85778 members 
Mstep: Class 3 contains 13197 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15551 members 
Mstep: Class 6 contains 84211 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95050 members 
Mstep: Class 12 contains 78987 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93324 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099784.000000 Penalty: 51286.125000
Iteration 284Q: 24 clusters Score -1.020998e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 85770 members 
Mstep: Class 3 contains 13199 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15551 members 
Mstep: Class 6 contains 84210 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95049 members 
Mstep: Class 12 contains 78989 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93324 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099816.000000 Penalty: 51286.125000
Iteration 285Q: 24 clusters Score -1.020998e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 85765 members 
Mstep: Class 3 contains 13192 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15552 members 
Mstep: Class 6 contains 84211 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176007 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95048 members 
Mstep: Class 12 contains 78997 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93324 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099768.000000 Penalty: 51286.125000
Iteration 286Q: 24 clusters Score -1.020998e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 85753 members 
Mstep: Class 3 contains 13185 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15551 members 
Mstep: Class 6 contains 84213 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95049 members 
Mstep: Class 12 contains 79014 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40623 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93325 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099856.000000 Penalty: 51286.125000
Iteration 287Q: 24 clusters Score -1.020999e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 85750 members 
Mstep: Class 3 contains 13181 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15551 members 
Mstep: Class 6 contains 84216 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176004 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95046 members 
Mstep: Class 12 contains 79021 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93326 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099808.000000 Penalty: 51286.125000
Iteration 288Q: 24 clusters Score -1.020998e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 85749 members 
Mstep: Class 3 contains 13178 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15553 members 
Mstep: Class 6 contains 84213 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176001 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95043 members 
Mstep: Class 12 contains 79033 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93327 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099864.000000 Penalty: 51286.125000
Iteration 289Q: 24 clusters Score -1.020999e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78802 members 
Mstep: Class 2 contains 85751 members 
Mstep: Class 3 contains 13175 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 84207 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176001 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95044 members 
Mstep: Class 12 contains 79041 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5009 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93326 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099872.000000 Penalty: 51286.125000
Iteration 290Q: 24 clusters Score -1.020999e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78792 members 
Mstep: Class 2 contains 85760 members 
Mstep: Class 3 contains 13166 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15564 members 
Mstep: Class 6 contains 84188 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176000 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95046 members 
Mstep: Class 12 contains 79062 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93326 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099840.000000 Penalty: 51286.125000
Iteration 291Q: 24 clusters Score -1.020998e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 85768 members 
Mstep: Class 3 contains 13162 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15564 members 
Mstep: Class 6 contains 84172 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176000 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95044 members 
Mstep: Class 12 contains 79075 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93326 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099776.000000 Penalty: 51286.125000
Iteration 292Q: 24 clusters Score -1.020998e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 85779 members 
Mstep: Class 3 contains 13156 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15565 members 
Mstep: Class 6 contains 84143 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176000 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95042 members 
Mstep: Class 12 contains 79099 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93326 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099776.000000 Penalty: 51286.125000
Iteration 293Q: 24 clusters Score -1.020998e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78790 members 
Mstep: Class 2 contains 85805 members 
Mstep: Class 3 contains 13150 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84123 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176000 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95041 members 
Mstep: Class 12 contains 79097 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93326 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099824.000000 Penalty: 51286.125000
Iteration 294Q: 24 clusters Score -1.020998e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78789 members 
Mstep: Class 2 contains 85829 members 
Mstep: Class 3 contains 13148 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84105 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176000 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95039 members 
Mstep: Class 12 contains 79104 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5009 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93326 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099792.000000 Penalty: 51286.125000
Iteration 295Q: 24 clusters Score -1.020998e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78785 members 
Mstep: Class 2 contains 85853 members 
Mstep: Class 3 contains 13144 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84087 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176000 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95043 members 
Mstep: Class 12 contains 79103 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93326 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099752.000000 Penalty: 51286.125000
Iteration 296Q: 24 clusters Score -1.020998e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 85884 members 
Mstep: Class 3 contains 13142 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84072 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176000 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95044 members 
Mstep: Class 12 contains 79091 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93326 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099728.000000 Penalty: 51286.125000
Iteration 297Q: 24 clusters Score -1.020997e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78785 members 
Mstep: Class 2 contains 85911 members 
Mstep: Class 3 contains 13141 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 84046 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176000 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95045 members 
Mstep: Class 12 contains 79090 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93326 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099664.000000 Penalty: 51286.125000
Iteration 298Q: 24 clusters Score -1.020997e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78798 members 
Mstep: Class 2 contains 85930 members 
Mstep: Class 3 contains 13141 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 84029 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176000 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95044 members 
Mstep: Class 12 contains 79084 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93326 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099648.000000 Penalty: 51286.125000
Iteration 299Q: 24 clusters Score -1.020996e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78818 members 
Mstep: Class 2 contains 85948 members 
Mstep: Class 3 contains 13140 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84020 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176000 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95041 members 
Mstep: Class 12 contains 79069 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5003 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93327 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099664.000000 Penalty: 51286.125000
Iteration 300F: 24 clusters Score -1.020997e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78836 members 
Mstep: Class 2 contains 85961 members 
Mstep: Class 3 contains 13138 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 84028 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95038 members 
Mstep: Class 12 contains 79041 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5002 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 93329 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099688.000000 Penalty: 51286.125000
Iteration 301Q: 24 clusters Score -1.020997e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78862 members 
Mstep: Class 2 contains 85969 members 
Mstep: Class 3 contains 13135 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84029 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95038 members 
Mstep: Class 12 contains 79013 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40627 members 
Mstep: Class 18 contains 5004 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32309 members 
Mstep: Class 21 contains 93330 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099664.000000 Penalty: 51286.125000
Iteration 302Q: 24 clusters Score -1.020997e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 85950 members 
Mstep: Class 3 contains 13135 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 84031 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95038 members 
Mstep: Class 12 contains 78995 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26805 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40627 members 
Mstep: Class 18 contains 5004 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32309 members 
Mstep: Class 21 contains 93329 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099688.000000 Penalty: 51286.125000
Iteration 303Q: 24 clusters Score -1.020997e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 85916 members 
Mstep: Class 3 contains 13134 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84025 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95041 members 
Mstep: Class 12 contains 78992 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26807 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40627 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32309 members 
Mstep: Class 21 contains 93328 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099712.000000 Penalty: 51286.125000
Iteration 304Q: 24 clusters Score -1.020997e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78970 members 
Mstep: Class 2 contains 85897 members 
Mstep: Class 3 contains 13134 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15574 members 
Mstep: Class 6 contains 84014 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48396 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95041 members 
Mstep: Class 12 contains 78990 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26809 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32308 members 
Mstep: Class 21 contains 93327 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099880.000000 Penalty: 51286.125000
Iteration 305Q: 24 clusters Score -1.020999e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79000 members 
Mstep: Class 2 contains 85865 members 
Mstep: Class 3 contains 13135 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84003 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95045 members 
Mstep: Class 12 contains 78998 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26807 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32307 members 
Mstep: Class 21 contains 93330 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099872.000000 Penalty: 51286.125000
Iteration 306Q: 24 clusters Score -1.020999e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79021 members 
Mstep: Class 2 contains 85857 members 
Mstep: Class 3 contains 13132 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 83999 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95048 members 
Mstep: Class 12 contains 78992 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26807 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32306 members 
Mstep: Class 21 contains 93332 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099848.000000 Penalty: 51286.125000
Iteration 307Q: 24 clusters Score -1.020998e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79026 members 
Mstep: Class 2 contains 85862 members 
Mstep: Class 3 contains 13127 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 83998 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78988 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26807 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 93334 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099816.000000 Penalty: 51286.125000
Iteration 308Q: 24 clusters Score -1.020998e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 85871 members 
Mstep: Class 3 contains 13125 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15570 members 
Mstep: Class 6 contains 83985 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 79000 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26808 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32302 members 
Mstep: Class 21 contains 93336 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099824.000000 Penalty: 51286.125000
Iteration 309Q: 24 clusters Score -1.020998e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 85877 members 
Mstep: Class 3 contains 13122 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83978 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95049 members 
Mstep: Class 12 contains 79002 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26809 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32301 members 
Mstep: Class 21 contains 93336 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099872.000000 Penalty: 51286.125000
Iteration 310Q: 24 clusters Score -1.020999e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79034 members 
Mstep: Class 2 contains 85887 members 
Mstep: Class 3 contains 13120 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 83970 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95046 members 
Mstep: Class 12 contains 78995 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26810 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32298 members 
Mstep: Class 21 contains 93338 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099880.000000 Penalty: 51286.125000
Iteration 311Q: 24 clusters Score -1.020999e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 85894 members 
Mstep: Class 3 contains 13119 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15574 members 
Mstep: Class 6 contains 83965 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95046 members 
Mstep: Class 12 contains 78990 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26809 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32294 members 
Mstep: Class 21 contains 93343 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099888.000000 Penalty: 51286.125000
Iteration 312Q: 24 clusters Score -1.020999e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 85893 members 
Mstep: Class 3 contains 13117 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 83973 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95046 members 
Mstep: Class 12 contains 78976 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26809 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32292 members 
Mstep: Class 21 contains 93345 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099920.000000 Penalty: 51286.125000
Iteration 313Q: 24 clusters Score -1.020999e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79051 members 
Mstep: Class 2 contains 85893 members 
Mstep: Class 3 contains 13117 members 
Mstep: Class 4 contains 9918 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 83976 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175997 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95049 members 
Mstep: Class 12 contains 78964 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26810 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32288 members 
Mstep: Class 21 contains 93348 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100016.000000 Penalty: 51286.125000
Iteration 314Q: 24 clusters Score -1.021e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79057 members 
Mstep: Class 2 contains 85895 members 
Mstep: Class 3 contains 13114 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 83982 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 175999 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95050 members 
Mstep: Class 12 contains 78951 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26811 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32280 members 
Mstep: Class 21 contains 93352 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099888.000000 Penalty: 51286.125000
Iteration 315Q: 24 clusters Score -1.020999e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 85874 members 
Mstep: Class 3 contains 13112 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 83991 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176000 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78951 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26814 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32272 members 
Mstep: Class 21 contains 93356 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099920.000000 Penalty: 51286.125000
Iteration 316Q: 24 clusters Score -1.020999e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 85868 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15579 members 
Mstep: Class 6 contains 84000 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95054 members 
Mstep: Class 12 contains 78938 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26816 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40626 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32261 members 
Mstep: Class 21 contains 93359 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100008.000000 Penalty: 51286.125000
Iteration 317Q: 24 clusters Score -1.021e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 85861 members 
Mstep: Class 3 contains 13106 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15582 members 
Mstep: Class 6 contains 84009 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176006 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95057 members 
Mstep: Class 12 contains 78928 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26821 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40628 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32259 members 
Mstep: Class 21 contains 93355 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100040.000000 Penalty: 51286.125000
Iteration 318Q: 24 clusters Score -1.021e+08 nChanged 68
Entering ConstructFrom: 
Score: -102100040.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (79085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Entering Unmasked Estep 
Score: -9192009.000000 Penalty: 1832.720215
	Iteration 0F: 2 clusters Score -9192009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -9139395.000000 Penalty: 3665.440430
	Iteration 0F: 3 clusters Score -9139395 nChanged 37454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -9160854.000000 Penalty: 3665.440430
	Iteration 1F: 3 clusters Score -9160854 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -9161461.000000 Penalty: 3665.440430
	Iteration 2Q: 3 clusters Score -9161461 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -9162209.000000 Penalty: 3665.440430
	Iteration 3Q: 3 clusters Score -9162209 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -9163447.000000 Penalty: 3665.440430
	Iteration 4Q: 3 clusters Score -9163447 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -9165580.000000 Penalty: 3665.440430
	Iteration 5F: 3 clusters Score -9165580 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -9169315.000000 Penalty: 3665.440430
	Iteration 6F: 3 clusters Score -9169315 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -9174925.000000 Penalty: 3665.440430
	Iteration 7F: 3 clusters Score -9174925 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -9181190.000000 Penalty: 3665.440430
	Iteration 8F: 3 clusters Score -9181190 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 74668 members 
Entering Unmasked Estep 
Score: -9186042.000000 Penalty: 3665.440430
	Iteration 9F: 3 clusters Score -9186042 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -9188831.000000 Penalty: 3665.440430
	Iteration 10Q: 3 clusters Score -9188831 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -9189875.000000 Penalty: 3665.440430
	Iteration 11Q: 3 clusters Score -9189875 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -9190160.000000 Penalty: 3665.440430
	Iteration 12Q: 3 clusters Score -9190160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 78921 members 
Entering Unmasked Estep 
Score: -9190240.000000 Penalty: 3665.440430
	Iteration 13Q: 3 clusters Score -9190240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 78937 members 
Entering Unmasked Estep 
Score: -9190283.000000 Penalty: 3665.440430
	Iteration 14Q: 3 clusters Score -9190283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -9190313.000000 Penalty: 3665.440430
	Iteration 15Q: 3 clusters Score -9190313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -9190320.000000 Penalty: 3665.440430
	Iteration 16Q: 3 clusters Score -9190320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 78953 members 
Entering Unmasked Estep 
Score: -9190341.000000 Penalty: 3665.440430
	Iteration 17Q: 3 clusters Score -9190341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -9190363.000000 Penalty: 3665.440430
	Iteration 18Q: 3 clusters Score -9190363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -9190359.000000 Penalty: 3665.440430
	Iteration 19Q: 3 clusters Score -9190359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -9190361.000000 Penalty: 3665.440430
	Iteration 20F: 3 clusters Score -9190361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -9190361.000000 Penalty: 3665.440430
	Iteration 21Q: 3 clusters Score -9190361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -9190361.000000 Penalty: 3665.440430
	Iteration 22F: 3 clusters Score -9190361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (85849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85849 members 
Entering Unmasked Estep 
Score: -10022881.000000 Penalty: 1846.056030
	Iteration 0F: 2 clusters Score -1.002288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -9966273.000000 Penalty: 3692.112061
	Iteration 0F: 3 clusters Score -9966273 nChanged 40954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -9989587.000000 Penalty: 3692.112061
	Iteration 1F: 3 clusters Score -9989587 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -9990253.000000 Penalty: 3692.112061
	Iteration 2Q: 3 clusters Score -9990253 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -9991180.000000 Penalty: 3692.112061
	Iteration 3Q: 3 clusters Score -9991180 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -9992874.000000 Penalty: 3692.112061
	Iteration 4Q: 3 clusters Score -9992874 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -9996334.000000 Penalty: 3692.112061
	Iteration 5F: 3 clusters Score -9996334 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66872 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -10002425.000000 Penalty: 3692.112061
	Iteration 6F: 3 clusters Score -1.000242e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75141 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -10010598.000000 Penalty: 3692.112061
	Iteration 7F: 3 clusters Score -1.00106e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -10017314.000000 Penalty: 3692.112061
	Iteration 8F: 3 clusters Score -1.001731e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -10020191.000000 Penalty: 3692.112061
	Iteration 9Q: 3 clusters Score -1.002019e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10020972.000000 Penalty: 3692.112061
	Iteration 10Q: 3 clusters Score -1.002097e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10021130.000000 Penalty: 3692.112061
	Iteration 11Q: 3 clusters Score -1.002113e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85707 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10021186.000000 Penalty: 3692.112061
	Iteration 12Q: 3 clusters Score -1.002119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85720 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10021225.000000 Penalty: 3692.112061
	Iteration 13Q: 3 clusters Score -1.002122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10021233.000000 Penalty: 3692.112061
	Iteration 14Q: 3 clusters Score -1.002123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85726 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10021239.000000 Penalty: 3692.112061
	Iteration 15Q: 3 clusters Score -1.002124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10021248.000000 Penalty: 3692.112061
	Iteration 16Q: 3 clusters Score -1.002125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85730 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10021250.000000 Penalty: 3692.112061
	Iteration 17Q: 3 clusters Score -1.002125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85730 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10021250.000000 Penalty: 3692.112061
	Iteration 18F: 3 clusters Score -1.002125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Entering Unmasked Estep 
Score: -1517531.250000 Penalty: 1540.596924
	Iteration 0F: 2 clusters Score -1517531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1508355.625000 Penalty: 3081.193848
	Iteration 0F: 3 clusters Score -1508356 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1511661.250000 Penalty: 3081.193848
	Iteration 1F: 3 clusters Score -1511661 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1512041.375000 Penalty: 3081.193848
	Iteration 2F: 3 clusters Score -1512041 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1512475.000000 Penalty: 3081.193848
	Iteration 3F: 3 clusters Score -1512475 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1512989.750000 Penalty: 3081.193848
	Iteration 4F: 3 clusters Score -1512990 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1513608.125000 Penalty: 3081.193848
	Iteration 5F: 3 clusters Score -1513608 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1514292.125000 Penalty: 3081.193848
	Iteration 6F: 3 clusters Score -1514292 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1514877.750000 Penalty: 3081.193848
	Iteration 7Q: 3 clusters Score -1514878 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1515354.125000 Penalty: 3081.193848
	Iteration 8Q: 3 clusters Score -1515354 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1515652.500000 Penalty: 3081.193848
	Iteration 9Q: 3 clusters Score -1515652 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1515834.250000 Penalty: 3081.193848
	Iteration 10Q: 3 clusters Score -1515834 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1515949.250000 Penalty: 3081.193848
	Iteration 11Q: 3 clusters Score -1515949 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1516048.125000 Penalty: 3081.193848
	Iteration 12Q: 3 clusters Score -1516048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1516098.625000 Penalty: 3081.193848
	Iteration 13Q: 3 clusters Score -1516099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1516121.750000 Penalty: 3081.193848
	Iteration 14Q: 3 clusters Score -1516122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1516138.250000 Penalty: 3081.193848
	Iteration 15Q: 3 clusters Score -1516138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1516155.250000 Penalty: 3081.193848
	Iteration 16Q: 3 clusters Score -1516155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1516165.750000 Penalty: 3081.193848
	Iteration 17Q: 3 clusters Score -1516166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1516169.125000 Penalty: 3081.193848
	Iteration 18Q: 3 clusters Score -1516169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1516174.250000 Penalty: 3081.193848
	Iteration 19Q: 3 clusters Score -1516174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1516178.375000 Penalty: 3081.193848
	Iteration 20F: 3 clusters Score -1516178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1516184.375000 Penalty: 3081.193848
	Iteration 21Q: 3 clusters Score -1516184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1516189.250000 Penalty: 3081.193848
	Iteration 22Q: 3 clusters Score -1516189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1516191.875000 Penalty: 3081.193848
	Iteration 23Q: 3 clusters Score -1516192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1516193.250000 Penalty: 3081.193848
	Iteration 24Q: 3 clusters Score -1516193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1516195.625000 Penalty: 3081.193848
	Iteration 25Q: 3 clusters Score -1516196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1516196.625000 Penalty: 3081.193848
	Iteration 26Q: 3 clusters Score -1516197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1516196.625000 Penalty: 3081.193848
	Iteration 27F: 3 clusters Score -1516197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Entering Unmasked Estep 
Score: -1135659.750000 Penalty: 1495.358765
	Iteration 0F: 2 clusters Score -1135660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1128501.625000 Penalty: 2990.717529
	Iteration 0F: 3 clusters Score -1128502 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1130847.500000 Penalty: 2990.717529
	Iteration 1F: 3 clusters Score -1130848 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1131093.875000 Penalty: 2990.717529
	Iteration 2F: 3 clusters Score -1131094 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1131310.625000 Penalty: 2990.717529
	Iteration 3Q: 3 clusters Score -1131311 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1131547.125000 Penalty: 2990.717529
	Iteration 4Q: 3 clusters Score -1131547 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1131777.875000 Penalty: 2990.717529
	Iteration 5Q: 3 clusters Score -1131778 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1132000.500000 Penalty: 2990.717529
	Iteration 6Q: 3 clusters Score -1132000 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1132203.250000 Penalty: 2990.717529
	Iteration 7Q: 3 clusters Score -1132203 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1132439.375000 Penalty: 2990.717529
	Iteration 8Q: 3 clusters Score -1132439 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1132666.875000 Penalty: 2990.717529
	Iteration 9Q: 3 clusters Score -1132667 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1132887.750000 Penalty: 2990.717529
	Iteration 10Q: 3 clusters Score -1132888 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1133106.375000 Penalty: 2990.717529
	Iteration 11Q: 3 clusters Score -1133106 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1133311.000000 Penalty: 2990.717529
	Iteration 12Q: 3 clusters Score -1133311 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1133489.000000 Penalty: 2990.717529
	Iteration 13Q: 3 clusters Score -1133489 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1133627.500000 Penalty: 2990.717529
	Iteration 14Q: 3 clusters Score -1133628 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1133724.125000 Penalty: 2990.717529
	Iteration 15Q: 3 clusters Score -1133724 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1133787.875000 Penalty: 2990.717529
	Iteration 16Q: 3 clusters Score -1133788 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1133840.750000 Penalty: 2990.717529
	Iteration 17Q: 3 clusters Score -1133841 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1133881.750000 Penalty: 2990.717529
	Iteration 18Q: 3 clusters Score -1133882 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1133917.250000 Penalty: 2990.717529
	Iteration 19Q: 3 clusters Score -1133917 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1133943.500000 Penalty: 2990.717529
	Iteration 20F: 3 clusters Score -1133944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1133964.375000 Penalty: 2990.717529
	Iteration 21Q: 3 clusters Score -1133964 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1133987.750000 Penalty: 2990.717529
	Iteration 22Q: 3 clusters Score -1133988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1134010.125000 Penalty: 2990.717529
	Iteration 23Q: 3 clusters Score -1134010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1134032.000000 Penalty: 2990.717529
	Iteration 24Q: 3 clusters Score -1134032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1134049.500000 Penalty: 2990.717529
	Iteration 25Q: 3 clusters Score -1134050 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1134074.375000 Penalty: 2990.717529
	Iteration 26Q: 3 clusters Score -1134074 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1134100.250000 Penalty: 2990.717529
	Iteration 27Q: 3 clusters Score -1134100 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1134122.875000 Penalty: 2990.717529
	Iteration 28Q: 3 clusters Score -1134123 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1134136.375000 Penalty: 2990.717529
	Iteration 29Q: 3 clusters Score -1134136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1134143.750000 Penalty: 2990.717529
	Iteration 30Q: 3 clusters Score -1134144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1134149.625000 Penalty: 2990.717529
	Iteration 31Q: 3 clusters Score -1134150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1134154.625000 Penalty: 2990.717529
	Iteration 32Q: 3 clusters Score -1134155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1134158.125000 Penalty: 2990.717529
	Iteration 33Q: 3 clusters Score -1134158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1134169.500000 Penalty: 2990.717529
	Iteration 34Q: 3 clusters Score -1134170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1134169.875000 Penalty: 2990.717529
	Iteration 35Q: 3 clusters Score -1134170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1134170.375000 Penalty: 2990.717529
	Iteration 36Q: 3 clusters Score -1134170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1134173.250000 Penalty: 2990.717529
	Iteration 37Q: 3 clusters Score -1134173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1134175.250000 Penalty: 2990.717529
	Iteration 38Q: 3 clusters Score -1134175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1134174.875000 Penalty: 2990.717529
	Iteration 39Q: 3 clusters Score -1134175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1134174.750000 Penalty: 2990.717529
	Iteration 40F: 3 clusters Score -1134175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1134174.625000 Penalty: 2990.717529
	Iteration 41Q: 3 clusters Score -1134175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1134176.625000 Penalty: 2990.717529
	Iteration 42Q: 3 clusters Score -1134177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1134175.500000 Penalty: 2990.717529
	Iteration 43Q: 3 clusters Score -1134176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1134178.000000 Penalty: 2990.717529
	Iteration 44Q: 3 clusters Score -1134178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1134179.250000 Penalty: 2990.717529
	Iteration 45Q: 3 clusters Score -1134179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1134178.875000 Penalty: 2990.717529
	Iteration 46Q: 3 clusters Score -1134179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1134179.250000 Penalty: 2990.717529
	Iteration 47Q: 3 clusters Score -1134179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1134180.750000 Penalty: 2990.717529
	Iteration 48Q: 3 clusters Score -1134181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1134180.750000 Penalty: 2990.717529
	Iteration 49Q: 3 clusters Score -1134181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1134180.500000 Penalty: 2990.717529
	Iteration 50Q: 3 clusters Score -1134180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1134180.500000 Penalty: 2990.717529
	Iteration 51F: 3 clusters Score -1134180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1729972.875000 Penalty: 1568.785400
	Iteration 0F: 2 clusters Score -1729973 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 7810 members 
Entering Unmasked Estep 
Score: -1719205.250000 Penalty: 3137.570801
	Iteration 0F: 3 clusters Score -1719205 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1722871.875000 Penalty: 3137.570801
	Iteration 1F: 3 clusters Score -1722872 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1723104.875000 Penalty: 3137.570801
	Iteration 2Q: 3 clusters Score -1723105 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1723307.625000 Penalty: 3137.570801
	Iteration 3Q: 3 clusters Score -1723308 nChanged 579
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: -1723484.375000 Penalty: 3137.570801
	Iteration 4Q: 3 clusters Score -1723484 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1723644.375000 Penalty: 3137.570801
	Iteration 5Q: 3 clusters Score -1723644 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1723810.500000 Penalty: 3137.570801
	Iteration 6Q: 3 clusters Score -1723810 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1724005.375000 Penalty: 3137.570801
	Iteration 7Q: 3 clusters Score -1724005 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1724275.500000 Penalty: 3137.570801
	Iteration 8Q: 3 clusters Score -1724276 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1724646.375000 Penalty: 3137.570801
	Iteration 9Q: 3 clusters Score -1724646 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1725198.125000 Penalty: 3137.570801
	Iteration 10F: 3 clusters Score -1725198 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1725964.500000 Penalty: 3137.570801
	Iteration 11F: 3 clusters Score -1725964 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1726867.375000 Penalty: 3137.570801
	Iteration 12F: 3 clusters Score -1726867 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1727644.125000 Penalty: 3137.570801
	Iteration 13F: 3 clusters Score -1727644 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1728110.250000 Penalty: 3137.570801
	Iteration 14Q: 3 clusters Score -1728110 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1728335.875000 Penalty: 3137.570801
	Iteration 15Q: 3 clusters Score -1728336 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1728445.750000 Penalty: 3137.570801
	Iteration 16Q: 3 clusters Score -1728446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1728495.000000 Penalty: 3137.570801
	Iteration 17Q: 3 clusters Score -1728495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1728532.750000 Penalty: 3137.570801
	Iteration 18Q: 3 clusters Score -1728533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1728558.250000 Penalty: 3137.570801
	Iteration 19Q: 3 clusters Score -1728558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1728569.625000 Penalty: 3137.570801
	Iteration 20F: 3 clusters Score -1728570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1728575.375000 Penalty: 3137.570801
	Iteration 21Q: 3 clusters Score -1728575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1728575.375000 Penalty: 3137.570801
	Iteration 22F: 3 clusters Score -1728575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (84021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84021 members 
Entering Unmasked Estep 
Score: -9753630.000000 Penalty: 1842.558594
	Iteration 0F: 2 clusters Score -9753630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -9697997.000000 Penalty: 3685.117188
	Iteration 0F: 3 clusters Score -9697997 nChanged 40118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -9721139.000000 Penalty: 3685.117188
	Iteration 1F: 3 clusters Score -9721139 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -9721720.000000 Penalty: 3685.117188
	Iteration 2Q: 3 clusters Score -9721720 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -9722597.000000 Penalty: 3685.117188
	Iteration 3Q: 3 clusters Score -9722597 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -9723794.000000 Penalty: 3685.117188
	Iteration 4Q: 3 clusters Score -9723794 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -9725974.000000 Penalty: 3685.117188
	Iteration 5Q: 3 clusters Score -9725974 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -9729684.000000 Penalty: 3685.117188
	Iteration 6F: 3 clusters Score -9729684 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -9735145.000000 Penalty: 3685.117188
	Iteration 7F: 3 clusters Score -9735145 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -9741588.000000 Penalty: 3685.117188
	Iteration 8F: 3 clusters Score -9741588 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -9746611.000000 Penalty: 3685.117188
	Iteration 9F: 3 clusters Score -9746611 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -9748937.000000 Penalty: 3685.117188
	Iteration 10Q: 3 clusters Score -9748937 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -9750324.000000 Penalty: 3685.117188
	Iteration 11Q: 3 clusters Score -9750324 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -9751203.000000 Penalty: 3685.117188
	Iteration 12Q: 3 clusters Score -9751203 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -9751731.000000 Penalty: 3685.117188
	Iteration 13Q: 3 clusters Score -9751731 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -9751977.000000 Penalty: 3685.117188
	Iteration 14Q: 3 clusters Score -9751977 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -9752089.000000 Penalty: 3685.117188
	Iteration 15Q: 3 clusters Score -9752089 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -9752128.000000 Penalty: 3685.117188
	Iteration 16Q: 3 clusters Score -9752128 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -9752148.000000 Penalty: 3685.117188
	Iteration 17Q: 3 clusters Score -9752148 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -9752155.000000 Penalty: 3685.117188
	Iteration 18Q: 3 clusters Score -9752155 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -9752131.000000 Penalty: 3685.117188
	Iteration 19Q: 3 clusters Score -9752131 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -9752145.000000 Penalty: 3685.117188
	Iteration 20F: 3 clusters Score -9752145 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -9752152.000000 Penalty: 3685.117188
	Iteration 21Q: 3 clusters Score -9752152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -9752147.000000 Penalty: 3685.117188
	Iteration 22Q: 3 clusters Score -9752147 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -9752151.000000 Penalty: 3685.117188
	Iteration 23Q: 3 clusters Score -9752151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -9752153.000000 Penalty: 3685.117188
	Iteration 24Q: 3 clusters Score -9752153 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -9752171.000000 Penalty: 3685.117188
	Iteration 25Q: 3 clusters Score -9752171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -9752188.000000 Penalty: 3685.117188
	Iteration 26Q: 3 clusters Score -9752188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -9752186.000000 Penalty: 3685.117188
	Iteration 27Q: 3 clusters Score -9752186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -9752201.000000 Penalty: 3685.117188
	Iteration 28Q: 3 clusters Score -9752201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -9752206.000000 Penalty: 3685.117188
	Iteration 29Q: 3 clusters Score -9752206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -9752201.000000 Penalty: 3685.117188
	Iteration 30Q: 3 clusters Score -9752201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -9752197.000000 Penalty: 3685.117188
	Iteration 31Q: 3 clusters Score -9752197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -9752198.000000 Penalty: 3685.117188
	Iteration 32Q: 3 clusters Score -9752198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -9752202.000000 Penalty: 3685.117188
	Iteration 33Q: 3 clusters Score -9752202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -9752209.000000 Penalty: 3685.117188
	Iteration 34Q: 3 clusters Score -9752209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -9752203.000000 Penalty: 3685.117188
	Iteration 35Q: 3 clusters Score -9752203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -9752206.000000 Penalty: 3685.117188
	Iteration 36Q: 3 clusters Score -9752206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -9752204.000000 Penalty: 3685.117188
	Iteration 37Q: 3 clusters Score -9752204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -9752204.000000 Penalty: 3685.117188
	Iteration 38F: 3 clusters Score -9752204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -444678.375000 Penalty: 1344.790039
	Iteration 0F: 2 clusters Score -444678.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -441419.906250 Penalty: 2689.580078
	Iteration 0F: 3 clusters Score -441419.9 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -442302.562500 Penalty: 2689.580078
	Iteration 1F: 3 clusters Score -442302.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -442448.781250 Penalty: 2689.580078
	Iteration 2F: 3 clusters Score -442448.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -442559.062500 Penalty: 2689.580078
	Iteration 3F: 3 clusters Score -442559.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -442657.187500 Penalty: 2689.580078
	Iteration 4Q: 3 clusters Score -442657.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -442757.000000 Penalty: 2689.580078
	Iteration 5Q: 3 clusters Score -442757 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -442863.000000 Penalty: 2689.580078
	Iteration 6Q: 3 clusters Score -442863 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -442980.968750 Penalty: 2689.580078
	Iteration 7Q: 3 clusters Score -442981 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -443089.187500 Penalty: 2689.580078
	Iteration 8Q: 3 clusters Score -443089.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -443175.687500 Penalty: 2689.580078
	Iteration 9Q: 3 clusters Score -443175.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -443245.843750 Penalty: 2689.580078
	Iteration 10Q: 3 clusters Score -443245.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -443306.281250 Penalty: 2689.580078
	Iteration 11Q: 3 clusters Score -443306.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -443365.312500 Penalty: 2689.580078
	Iteration 12Q: 3 clusters Score -443365.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -443425.343750 Penalty: 2689.580078
	Iteration 13Q: 3 clusters Score -443425.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -443473.218750 Penalty: 2689.580078
	Iteration 14Q: 3 clusters Score -443473.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -443504.718750 Penalty: 2689.580078
	Iteration 15Q: 3 clusters Score -443504.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -443532.062500 Penalty: 2689.580078
	Iteration 16Q: 3 clusters Score -443532.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -443549.468750 Penalty: 2689.580078
	Iteration 17Q: 3 clusters Score -443549.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -443566.781250 Penalty: 2689.580078
	Iteration 18Q: 3 clusters Score -443566.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -443584.937500 Penalty: 2689.580078
	Iteration 19Q: 3 clusters Score -443584.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -443600.187500 Penalty: 2689.580078
	Iteration 20F: 3 clusters Score -443600.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -443617.062500 Penalty: 2689.580078
	Iteration 21Q: 3 clusters Score -443617.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -443633.781250 Penalty: 2689.580078
	Iteration 22Q: 3 clusters Score -443633.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -443649.125000 Penalty: 2689.580078
	Iteration 23Q: 3 clusters Score -443649.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -443672.406250 Penalty: 2689.580078
	Iteration 24Q: 3 clusters Score -443672.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -443691.687500 Penalty: 2689.580078
	Iteration 25Q: 3 clusters Score -443691.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -443711.593750 Penalty: 2689.580078
	Iteration 26Q: 3 clusters Score -443711.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -443728.343750 Penalty: 2689.580078
	Iteration 27Q: 3 clusters Score -443728.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -443742.093750 Penalty: 2689.580078
	Iteration 28Q: 3 clusters Score -443742.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -443751.968750 Penalty: 2689.580078
	Iteration 29Q: 3 clusters Score -443752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -443763.562500 Penalty: 2689.580078
	Iteration 30Q: 3 clusters Score -443763.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -443773.906250 Penalty: 2689.580078
	Iteration 31Q: 3 clusters Score -443773.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -443783.125000 Penalty: 2689.580078
	Iteration 32Q: 3 clusters Score -443783.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -443794.906250 Penalty: 2689.580078
	Iteration 33Q: 3 clusters Score -443794.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -443806.781250 Penalty: 2689.580078
	Iteration 34Q: 3 clusters Score -443806.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -443817.156250 Penalty: 2689.580078
	Iteration 35Q: 3 clusters Score -443817.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -443825.875000 Penalty: 2689.580078
	Iteration 36Q: 3 clusters Score -443825.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -443834.218750 Penalty: 2689.580078
	Iteration 37Q: 3 clusters Score -443834.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -443840.250000 Penalty: 2689.580078
	Iteration 38Q: 3 clusters Score -443840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -443844.718750 Penalty: 2689.580078
	Iteration 39Q: 3 clusters Score -443844.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -443848.406250 Penalty: 2689.580078
	Iteration 40F: 3 clusters Score -443848.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -443851.000000 Penalty: 2689.580078
	Iteration 41Q: 3 clusters Score -443851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -443854.750000 Penalty: 2689.580078
	Iteration 42Q: 3 clusters Score -443854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -443856.906250 Penalty: 2689.580078
	Iteration 43Q: 3 clusters Score -443856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -443857.906250 Penalty: 2689.580078
	Iteration 44Q: 3 clusters Score -443857.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -443859.750000 Penalty: 2689.580078
	Iteration 45Q: 3 clusters Score -443859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -443859.906250 Penalty: 2689.580078
	Iteration 46Q: 3 clusters Score -443859.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -443860.812500 Penalty: 2689.580078
	Iteration 47Q: 3 clusters Score -443860.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -443862.250000 Penalty: 2689.580078
	Iteration 48Q: 3 clusters Score -443862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -443862.250000 Penalty: 2689.580078
	Iteration 49F: 3 clusters Score -443862.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (176011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176011 members 
Entering Unmasked Estep 
Score: -19937406.000000 Penalty: 1962.723999
	Iteration 0F: 2 clusters Score -1.993741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 88234 members 
Entering Unmasked Estep 
Score: -19831702.000000 Penalty: 3925.447998
	Iteration 0F: 3 clusters Score -1.98317e+07 nChanged 84871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 95697 members 
Entering Unmasked Estep 
Score: -19882186.000000 Penalty: 3925.447998
	Iteration 1F: 3 clusters Score -1.988219e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 100326 members 
Entering Unmasked Estep 
Score: -19884354.000000 Penalty: 3925.447998
	Iteration 2Q: 3 clusters Score -1.988435e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 107284 members 
Entering Unmasked Estep 
Score: -19888118.000000 Penalty: 3925.447998
	Iteration 3F: 3 clusters Score -1.988812e+07 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 117021 members 
Entering Unmasked Estep 
Score: -19894422.000000 Penalty: 3925.447998
	Iteration 4F: 3 clusters Score -1.989442e+07 nChanged 13752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 129521 members 
Entering Unmasked Estep 
Score: -19903990.000000 Penalty: 3925.447998
	Iteration 5F: 3 clusters Score -1.990399e+07 nChanged 13959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 142710 members 
Entering Unmasked Estep 
Score: -19915612.000000 Penalty: 3925.447998
	Iteration 6F: 3 clusters Score -1.991561e+07 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 154140 members 
Entering Unmasked Estep 
Score: -19927196.000000 Penalty: 3925.447998
	Iteration 7F: 3 clusters Score -1.99272e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 163080 members 
Entering Unmasked Estep 
Score: -19933462.000000 Penalty: 3925.447998
	Iteration 8F: 3 clusters Score -1.993346e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 168752 members 
Entering Unmasked Estep 
Score: -19935308.000000 Penalty: 3925.447998
	Iteration 9Q: 3 clusters Score -1.993531e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 172035 members 
Entering Unmasked Estep 
Score: -19935980.000000 Penalty: 3925.447998
	Iteration 10Q: 3 clusters Score -1.993598e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 173799 members 
Entering Unmasked Estep 
Score: -19935994.000000 Penalty: 3925.447998
	Iteration 11Q: 3 clusters Score -1.993599e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 174728 members 
Entering Unmasked Estep 
Score: -19935984.000000 Penalty: 3925.447998
	Iteration 12Q: 3 clusters Score -1.993598e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 175227 members 
Entering Unmasked Estep 
Score: -19936020.000000 Penalty: 3925.447998
	Iteration 13Q: 3 clusters Score -1.993602e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 175473 members 
Entering Unmasked Estep 
Score: -19935922.000000 Penalty: 3925.447998
	Iteration 14Q: 3 clusters Score -1.993592e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 175587 members 
Entering Unmasked Estep 
Score: -19935958.000000 Penalty: 3925.447998
	Iteration 15Q: 3 clusters Score -1.993596e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 175653 members 
Entering Unmasked Estep 
Score: -19935972.000000 Penalty: 3925.447998
	Iteration 16Q: 3 clusters Score -1.993597e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 175695 members 
Entering Unmasked Estep 
Score: -19936004.000000 Penalty: 3925.447998
	Iteration 17Q: 3 clusters Score -1.9936e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 175723 members 
Entering Unmasked Estep 
Score: -19936004.000000 Penalty: 3925.447998
	Iteration 18Q: 3 clusters Score -1.9936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 175735 members 
Entering Unmasked Estep 
Score: -19935992.000000 Penalty: 3925.447998
	Iteration 19Q: 3 clusters Score -1.993599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 175741 members 
Entering Unmasked Estep 
Score: -19936000.000000 Penalty: 3925.447998
	Iteration 20F: 3 clusters Score -1.9936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175750 members 
Entering Unmasked Estep 
Score: -19936010.000000 Penalty: 3925.447998
	Iteration 21Q: 3 clusters Score -1.993601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 175753 members 
Entering Unmasked Estep 
Score: -19936010.000000 Penalty: 3925.447998
	Iteration 22Q: 3 clusters Score -1.993601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 175757 members 
Entering Unmasked Estep 
Score: -19936004.000000 Penalty: 3925.447998
	Iteration 23Q: 3 clusters Score -1.9936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 175760 members 
Entering Unmasked Estep 
Score: -19936014.000000 Penalty: 3925.447998
	Iteration 24Q: 3 clusters Score -1.993601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 175763 members 
Entering Unmasked Estep 
Score: -19936018.000000 Penalty: 3925.447998
	Iteration 25Q: 3 clusters Score -1.993602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 175764 members 
Entering Unmasked Estep 
Score: -19936036.000000 Penalty: 3925.447998
	Iteration 26Q: 3 clusters Score -1.993604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 175765 members 
Entering Unmasked Estep 
Score: -19936038.000000 Penalty: 3925.447998
	Iteration 27Q: 3 clusters Score -1.993604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 175766 members 
Entering Unmasked Estep 
Score: -19936034.000000 Penalty: 3925.447998
	Iteration 28Q: 3 clusters Score -1.993603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 175766 members 
Entering Unmasked Estep 
Score: -19936034.000000 Penalty: 3925.447998
	Iteration 29Q: 3 clusters Score -1.993603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 175764 members 
Entering Unmasked Estep 
Score: -19936032.000000 Penalty: 3925.447998
	Iteration 30Q: 3 clusters Score -1.993603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 175764 members 
Entering Unmasked Estep 
Score: -19936032.000000 Penalty: 3925.447998
	Iteration 31F: 3 clusters Score -1.993603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Entering Unmasked Estep 
Score: -5549228.500000 Penalty: 1752.905396
	Iteration 0F: 2 clusters Score -5549228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -5516729.000000 Penalty: 3505.810791
	Iteration 0F: 3 clusters Score -5516729 nChanged 22798
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -5530100.000000 Penalty: 3505.810791
	Iteration 1F: 3 clusters Score -5530100 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5530873 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -5531807.500000 Penalty: 3505.810791
	Iteration 3Q: 3 clusters Score -5531808 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -5532968.500000 Penalty: 3505.810791
	Iteration 4F: 3 clusters Score -5532968 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -5534399.500000 Penalty: 3505.810791
	Iteration 5F: 3 clusters Score -5534400 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -5536144.000000 Penalty: 3505.810791
	Iteration 6F: 3 clusters Score -5536144 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -5537885.500000 Penalty: 3505.810791
	Iteration 7F: 3 clusters Score -5537886 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -5539561.000000 Penalty: 3505.810791
	Iteration 8F: 3 clusters Score -5539561 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -5540922.500000 Penalty: 3505.810791
	Iteration 9Q: 3 clusters Score -5540922 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5541799 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -5542371.000000 Penalty: 3505.810791
	Iteration 11Q: 3 clusters Score -5542371 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -5542842.000000 Penalty: 3505.810791
	Iteration 12Q: 3 clusters Score -5542842 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -5543257.500000 Penalty: 3505.810791
	Iteration 13Q: 3 clusters Score -5543258 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -5543630.500000 Penalty: 3505.810791
	Iteration 14Q: 3 clusters Score -5543630 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -5543989.500000 Penalty: 3505.810791
	Iteration 15Q: 3 clusters Score -5543990 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -5544354.000000 Penalty: 3505.810791
	Iteration 16Q: 3 clusters Score -5544354 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -5544703.000000 Penalty: 3505.810791
	Iteration 17Q: 3 clusters Score -5544703 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -5545007.500000 Penalty: 3505.810791
	Iteration 18Q: 3 clusters Score -5545008 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -5545266.000000 Penalty: 3505.810791
	Iteration 19Q: 3 clusters Score -5545266 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -5545533.000000 Penalty: 3505.810791
	Iteration 20F: 3 clusters Score -5545533 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -5545753.000000 Penalty: 3505.810791
	Iteration 21Q: 3 clusters Score -5545753 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -5546011.000000 Penalty: 3505.810791
	Iteration 22Q: 3 clusters Score -5546011 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -5546188.000000 Penalty: 3505.810791
	Iteration 23Q: 3 clusters Score -5546188 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -5546329.500000 Penalty: 3505.810791
	Iteration 24Q: 3 clusters Score -5546330 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -5546486.500000 Penalty: 3505.810791
	Iteration 25Q: 3 clusters Score -5546486 nChanged 382
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -5546637.000000 Penalty: 3505.810791
	Iteration 26Q: 3 clusters Score -5546637 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -5546777.000000 Penalty: 3505.810791
	Iteration 27Q: 3 clusters Score -5546777 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -5546894.000000 Penalty: 3505.810791
	Iteration 28Q: 3 clusters Score -5546894 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -5546978.500000 Penalty: 3505.810791
	Iteration 29Q: 3 clusters Score -5546978 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -5547073.500000 Penalty: 3505.810791
	Iteration 30Q: 3 clusters Score -5547074 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -5547159.500000 Penalty: 3505.810791
	Iteration 31Q: 3 clusters Score -5547160 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -5547237.000000 Penalty: 3505.810791
	Iteration 32Q: 3 clusters Score -5547237 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -5547291.000000 Penalty: 3505.810791
	Iteration 33Q: 3 clusters Score -5547291 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -5547373.000000 Penalty: 3505.810791
	Iteration 34Q: 3 clusters Score -5547373 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -5547446.500000 Penalty: 3505.810791
	Iteration 35Q: 3 clusters Score -5547446 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -5547480.500000 Penalty: 3505.810791
	Iteration 36Q: 3 clusters Score -5547480 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -5547487.500000 Penalty: 3505.810791
	Iteration 37Q: 3 clusters Score -5547488 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -5547514.000000 Penalty: 3505.810791
	Iteration 38Q: 3 clusters Score -5547514 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -5547537.500000 Penalty: 3505.810791
	Iteration 39Q: 3 clusters Score -5547538 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -5547562.500000 Penalty: 3505.810791
	Iteration 40F: 3 clusters Score -5547562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -5547573.000000 Penalty: 3505.810791
	Iteration 41Q: 3 clusters Score -5547573 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -5547596.500000 Penalty: 3505.810791
	Iteration 42Q: 3 clusters Score -5547596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -5547602.000000 Penalty: 3505.810791
	Iteration 43Q: 3 clusters Score -5547602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -5547607.000000 Penalty: 3505.810791
	Iteration 44Q: 3 clusters Score -5547607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -5547630.000000 Penalty: 3505.810791
	Iteration 45Q: 3 clusters Score -5547630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -5547625.500000 Penalty: 3505.810791
	Iteration 46Q: 3 clusters Score -5547626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -5547629.000000 Penalty: 3505.810791
	Iteration 47Q: 3 clusters Score -5547629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5547630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -5547644.000000 Penalty: 3505.810791
	Iteration 49Q: 3 clusters Score -5547644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -5547657.000000 Penalty: 3505.810791
	Iteration 50Q: 3 clusters Score -5547657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -5547663.000000 Penalty: 3505.810791
	Iteration 51Q: 3 clusters Score -5547663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -5547675.500000 Penalty: 3505.810791
	Iteration 52Q: 3 clusters Score -5547676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -5547689.500000 Penalty: 3505.810791
	Iteration 53Q: 3 clusters Score -5547690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -5547696.500000 Penalty: 3505.810791
	Iteration 54Q: 3 clusters Score -5547696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -5547716.500000 Penalty: 3505.810791
	Iteration 55Q: 3 clusters Score -5547716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -5547715.500000 Penalty: 3505.810791
	Iteration 56Q: 3 clusters Score -5547716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -5547716.000000 Penalty: 3505.810791
	Iteration 57Q: 3 clusters Score -5547716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -5547729.000000 Penalty: 3505.810791
	Iteration 58Q: 3 clusters Score -5547729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -5547732.000000 Penalty: 3505.810791
	Iteration 59Q: 3 clusters Score -5547732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -5547731.500000 Penalty: 3505.810791
	Iteration 60F: 3 clusters Score -5547732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -5547750.000000 Penalty: 3505.810791
	Iteration 61Q: 3 clusters Score -5547750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -5547740.000000 Penalty: 3505.810791
	Iteration 62Q: 3 clusters Score -5547740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -5547753.500000 Penalty: 3505.810791
	Iteration 63Q: 3 clusters Score -5547754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -5547762.000000 Penalty: 3505.810791
	Iteration 64Q: 3 clusters Score -5547762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -5547766.000000 Penalty: 3505.810791
	Iteration 65Q: 3 clusters Score -5547766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -5547767.000000 Penalty: 3505.810791
	Iteration 66Q: 3 clusters Score -5547767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -5547763.000000 Penalty: 3505.810791
	Iteration 67Q: 3 clusters Score -5547763 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -5547767.500000 Penalty: 3505.810791
	Iteration 68Q: 3 clusters Score -5547768 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -5547772.500000 Penalty: 3505.810791
	Iteration 69Q: 3 clusters Score -5547772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -5547779.500000 Penalty: 3505.810791
	Iteration 70Q: 3 clusters Score -5547780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -5547778.000000 Penalty: 3505.810791
	Iteration 71Q: 3 clusters Score -5547778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -5547777.500000 Penalty: 3505.810791
	Iteration 72Q: 3 clusters Score -5547778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5547778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -5547780.500000 Penalty: 3505.810791
	Iteration 74Q: 3 clusters Score -5547780 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -5547786.000000 Penalty: 3505.810791
	Iteration 75Q: 3 clusters Score -5547786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -5547785.500000 Penalty: 3505.810791
	Iteration 76Q: 3 clusters Score -5547786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -5547791.000000 Penalty: 3505.810791
	Iteration 77Q: 3 clusters Score -5547791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5547791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -5547791.500000 Penalty: 3505.810791
	Iteration 79Q: 3 clusters Score -5547792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -5547790.500000 Penalty: 3505.810791
	Iteration 80F: 3 clusters Score -5547790 nChanged 12
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Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -5547801.000000 Penalty: 3505.810791
	Iteration 81Q: 3 clusters Score -5547801 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -5547795.500000 Penalty: 3505.810791
	Iteration 82Q: 3 clusters Score -5547796 nChanged 20
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Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5547796 nChanged 18
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Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -5547809.500000 Penalty: 3505.810791
	Iteration 84Q: 3 clusters Score -5547810 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5547810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -5547807.000000 Penalty: 3505.810791
	Iteration 86Q: 3 clusters Score -5547807 nChanged 13
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Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -5547817.500000 Penalty: 3505.810791
	Iteration 87Q: 3 clusters Score -5547818 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5547817 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -5547813.000000 Penalty: 3505.810791
	Iteration 89Q: 3 clusters Score -5547813 nChanged 3
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Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -5547820.500000 Penalty: 3505.810791
	Iteration 90Q: 3 clusters Score -5547820 nChanged 5
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Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -5547827.000000 Penalty: 3505.810791
	Iteration 91Q: 3 clusters Score -5547827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -5547827.500000 Penalty: 3505.810791
	Iteration 92Q: 3 clusters Score -5547828 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -5547828.500000 Penalty: 3505.810791
	Iteration 93Q: 3 clusters Score -5547828 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -5547834.000000 Penalty: 3505.810791
	Iteration 94Q: 3 clusters Score -5547834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -5547841.000000 Penalty: 3505.810791
	Iteration 95Q: 3 clusters Score -5547841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -5547845.000000 Penalty: 3505.810791
	Iteration 96Q: 3 clusters Score -5547845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -5547843.500000 Penalty: 3505.810791
	Iteration 97Q: 3 clusters Score -5547844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -5547844.500000 Penalty: 3505.810791
	Iteration 98Q: 3 clusters Score -5547844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -5547852.000000 Penalty: 3505.810791
	Iteration 99Q: 3 clusters Score -5547852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -5547848.000000 Penalty: 3505.810791
	Iteration 100F: 3 clusters Score -5547848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -5547849.000000 Penalty: 3505.810791
	Iteration 101Q: 3 clusters Score -5547849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -5547849.000000 Penalty: 3505.810791
	Iteration 102F: 3 clusters Score -5547849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -46238.589844 Penalty: 1004.924194
	Iteration 0F: 2 clusters Score -46238.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45381.527344 Penalty: 2009.848389
	Iteration 0F: 3 clusters Score -45381.53 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45668.863281 Penalty: 2009.848389
	Iteration 1F: 3 clusters Score -45668.86 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45791.058594 Penalty: 2009.848389
	Iteration 2F: 3 clusters Score -45791.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45928.371094 Penalty: 2009.848389
	Iteration 3F: 3 clusters Score -45928.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46007.710938 Penalty: 2009.848389
	Iteration 4Q: 3 clusters Score -46007.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46069.675781 Penalty: 2009.848389
	Iteration 5Q: 3 clusters Score -46069.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46111.910156 Penalty: 2009.848389
	Iteration 6Q: 3 clusters Score -46111.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46135.777344 Penalty: 2009.848389
	Iteration 7Q: 3 clusters Score -46135.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46138.074219 Penalty: 2009.848389
	Iteration 8Q: 3 clusters Score -46138.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46146.804688 Penalty: 2009.848389
	Iteration 9F: 3 clusters Score -46146.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46173.789062 Penalty: 2009.848389
	Iteration 10Q: 3 clusters Score -46173.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46182.320312 Penalty: 2009.848389
	Iteration 11Q: 3 clusters Score -46182.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46182.945312 Penalty: 2009.848389
	Iteration 12Q: 3 clusters Score -46182.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46182.945312 Penalty: 2009.848389
	Iteration 13F: 3 clusters Score -46182.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (95056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95056 members 
Entering Unmasked Estep 
Score: -10954185.000000 Penalty: 1862.610962
	Iteration 0F: 2 clusters Score -1.095418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -10892589.000000 Penalty: 3725.221924
	Iteration 0F: 3 clusters Score -1.089259e+07 nChanged 45273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -10918990.000000 Penalty: 3725.221924
	Iteration 1F: 3 clusters Score -1.091899e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -10919805.000000 Penalty: 3725.221924
	Iteration 2Q: 3 clusters Score -1.09198e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -10921155.000000 Penalty: 3725.221924
	Iteration 3Q: 3 clusters Score -1.092116e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -10923227.000000 Penalty: 3725.221924
	Iteration 4F: 3 clusters Score -1.092323e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 63590 members 
Entering Unmasked Estep 
Score: -10926951.000000 Penalty: 3725.221924
	Iteration 5F: 3 clusters Score -1.092695e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 70494 members 
Entering Unmasked Estep 
Score: -10932526.000000 Penalty: 3725.221924
	Iteration 6F: 3 clusters Score -1.093253e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 78055 members 
Entering Unmasked Estep 
Score: -10939220.000000 Penalty: 3725.221924
	Iteration 7F: 3 clusters Score -1.093922e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 84801 members 
Entering Unmasked Estep 
Score: -10945325.000000 Penalty: 3725.221924
	Iteration 8F: 3 clusters Score -1.094532e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -10949181.000000 Penalty: 3725.221924
	Iteration 9Q: 3 clusters Score -1.094918e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -10951238.000000 Penalty: 3725.221924
	Iteration 10Q: 3 clusters Score -1.095124e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 92463 members 
Entering Unmasked Estep 
Score: -10952375.000000 Penalty: 3725.221924
	Iteration 11Q: 3 clusters Score -1.095238e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
Score: -10952932.000000 Penalty: 3725.221924
	Iteration 12Q: 3 clusters Score -1.095293e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -10953119.000000 Penalty: 3725.221924
	Iteration 13Q: 3 clusters Score -1.095312e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -10953227.000000 Penalty: 3725.221924
	Iteration 14Q: 3 clusters Score -1.095323e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -10953267.000000 Penalty: 3725.221924
	Iteration 15Q: 3 clusters Score -1.095327e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 93366 members 
Entering Unmasked Estep 
Score: -10953265.000000 Penalty: 3725.221924
	Iteration 16Q: 3 clusters Score -1.095326e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 93415 members 
Entering Unmasked Estep 
Score: -10953267.000000 Penalty: 3725.221924
	Iteration 17Q: 3 clusters Score -1.095327e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -10953288.000000 Penalty: 3725.221924
	Iteration 18Q: 3 clusters Score -1.095329e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
Score: -10953292.000000 Penalty: 3725.221924
	Iteration 19Q: 3 clusters Score -1.095329e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -10953309.000000 Penalty: 3725.221924
	Iteration 20F: 3 clusters Score -1.095331e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
Score: -10953312.000000 Penalty: 3725.221924
	Iteration 21Q: 3 clusters Score -1.095331e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 93591 members 
Entering Unmasked Estep 
Score: -10953323.000000 Penalty: 3725.221924
	Iteration 22Q: 3 clusters Score -1.095332e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -10953325.000000 Penalty: 3725.221924
	Iteration 23Q: 3 clusters Score -1.095332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -10953325.000000 Penalty: 3725.221924
	Iteration 24Q: 3 clusters Score -1.095332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 93641 members 
Entering Unmasked Estep 
Score: -10953334.000000 Penalty: 3725.221924
	Iteration 25Q: 3 clusters Score -1.095333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 93653 members 
Entering Unmasked Estep 
Score: -10953339.000000 Penalty: 3725.221924
	Iteration 26Q: 3 clusters Score -1.095334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 93664 members 
Entering Unmasked Estep 
Score: -10953333.000000 Penalty: 3725.221924
	Iteration 27Q: 3 clusters Score -1.095333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 93670 members 
Entering Unmasked Estep 
Score: -10953329.000000 Penalty: 3725.221924
	Iteration 28Q: 3 clusters Score -1.095333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 93675 members 
Entering Unmasked Estep 
Score: -10953334.000000 Penalty: 3725.221924
	Iteration 29Q: 3 clusters Score -1.095333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 93678 members 
Entering Unmasked Estep 
Score: -10953348.000000 Penalty: 3725.221924
	Iteration 30Q: 3 clusters Score -1.095335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 93679 members 
Entering Unmasked Estep 
Score: -10953343.000000 Penalty: 3725.221924
	Iteration 31Q: 3 clusters Score -1.095334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -10953347.000000 Penalty: 3725.221924
	Iteration 32Q: 3 clusters Score -1.095335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -10953347.000000 Penalty: 3725.221924
	Iteration 33Q: 3 clusters Score -1.095335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 93685 members 
Entering Unmasked Estep 
Score: -10953349.000000 Penalty: 3725.221924
	Iteration 34Q: 3 clusters Score -1.095335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 93686 members 
Entering Unmasked Estep 
Score: -10953346.000000 Penalty: 3725.221924
	Iteration 35Q: 3 clusters Score -1.095335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 93686 members 
Entering Unmasked Estep 
Score: -10953346.000000 Penalty: 3725.221924
	Iteration 36F: 3 clusters Score -1.095335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (78923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Entering Unmasked Estep 
Score: -9224273.000000 Penalty: 1832.387085
	Iteration 0F: 2 clusters Score -9224273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -9171662.000000 Penalty: 3664.774170
	Iteration 0F: 3 clusters Score -9171662 nChanged 37550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -9192754.000000 Penalty: 3664.774170
	Iteration 1F: 3 clusters Score -9192754 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -9193013.000000 Penalty: 3664.774170
	Iteration 2Q: 3 clusters Score -9193013 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -9193324.000000 Penalty: 3664.774170
	Iteration 3Q: 3 clusters Score -9193324 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -9193694.000000 Penalty: 3664.774170
	Iteration 4Q: 3 clusters Score -9193694 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -9194123.000000 Penalty: 3664.774170
	Iteration 5Q: 3 clusters Score -9194123 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -9194735.000000 Penalty: 3664.774170
	Iteration 6Q: 3 clusters Score -9194735 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -9195756.000000 Penalty: 3664.774170
	Iteration 7Q: 3 clusters Score -9195756 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -9197694.000000 Penalty: 3664.774170
	Iteration 8F: 3 clusters Score -9197694 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -9201540.000000 Penalty: 3664.774170
	Iteration 9F: 3 clusters Score -9201540 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -9207738.000000 Penalty: 3664.774170
	Iteration 10F: 3 clusters Score -9207738 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 71417 members 
Entering Unmasked Estep 
Score: -9214896.000000 Penalty: 3664.774170
	Iteration 11F: 3 clusters Score -9214896 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -9220048.000000 Penalty: 3664.774170
	Iteration 12F: 3 clusters Score -9220048 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -9221940.000000 Penalty: 3664.774170
	Iteration 13Q: 3 clusters Score -9221940 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 78745 members 
Entering Unmasked Estep 
Score: -9222412.000000 Penalty: 3664.774170
	Iteration 14Q: 3 clusters Score -9222412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 78809 members 
Entering Unmasked Estep 
Score: -9222504.000000 Penalty: 3664.774170
	Iteration 15Q: 3 clusters Score -9222504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 78826 members 
Entering Unmasked Estep 
Score: -9222564.000000 Penalty: 3664.774170
	Iteration 16Q: 3 clusters Score -9222564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -9222586.000000 Penalty: 3664.774170
	Iteration 17Q: 3 clusters Score -9222586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -9222588.000000 Penalty: 3664.774170
	Iteration 18Q: 3 clusters Score -9222588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 78829 members 
Entering Unmasked Estep 
Score: -9222591.000000 Penalty: 3664.774170
	Iteration 19Q: 3 clusters Score -9222591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 78829 members 
Entering Unmasked Estep 
Score: -9222591.000000 Penalty: 3664.774170
	Iteration 20F: 3 clusters Score -9222591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Entering Unmasked Estep 
Score: -366739.687500 Penalty: 1309.117798
	Iteration 0F: 2 clusters Score -366739.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -363978.156250 Penalty: 2618.235596
	Iteration 0F: 3 clusters Score -363978.2 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -364683.593750 Penalty: 2618.235596
	Iteration 1F: 3 clusters Score -364683.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -364822.031250 Penalty: 2618.235596
	Iteration 2F: 3 clusters Score -364822 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -364897.468750 Penalty: 2618.235596
	Iteration 3Q: 3 clusters Score -364897.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -364941.000000 Penalty: 2618.235596
	Iteration 4Q: 3 clusters Score -364941 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -364982.031250 Penalty: 2618.235596
	Iteration 5Q: 3 clusters Score -364982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -365021.031250 Penalty: 2618.235596
	Iteration 6Q: 3 clusters Score -365021 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -365051.687500 Penalty: 2618.235596
	Iteration 7Q: 3 clusters Score -365051.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -365073.187500 Penalty: 2618.235596
	Iteration 8Q: 3 clusters Score -365073.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -365097.468750 Penalty: 2618.235596
	Iteration 9Q: 3 clusters Score -365097.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -365117.625000 Penalty: 2618.235596
	Iteration 10Q: 3 clusters Score -365117.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -365134.125000 Penalty: 2618.235596
	Iteration 11Q: 3 clusters Score -365134.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -365155.843750 Penalty: 2618.235596
	Iteration 12Q: 3 clusters Score -365155.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -365181.468750 Penalty: 2618.235596
	Iteration 13Q: 3 clusters Score -365181.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -365214.562500 Penalty: 2618.235596
	Iteration 14Q: 3 clusters Score -365214.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -365253.562500 Penalty: 2618.235596
	Iteration 15Q: 3 clusters Score -365253.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -365296.000000 Penalty: 2618.235596
	Iteration 16Q: 3 clusters Score -365296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -365337.968750 Penalty: 2618.235596
	Iteration 17Q: 3 clusters Score -365338 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -365376.718750 Penalty: 2618.235596
	Iteration 18Q: 3 clusters Score -365376.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -365414.500000 Penalty: 2618.235596
	Iteration 19Q: 3 clusters Score -365414.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -365443.156250 Penalty: 2618.235596
	Iteration 20F: 3 clusters Score -365443.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -365462.500000 Penalty: 2618.235596
	Iteration 21Q: 3 clusters Score -365462.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -365478.312500 Penalty: 2618.235596
	Iteration 22Q: 3 clusters Score -365478.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -365492.062500 Penalty: 2618.235596
	Iteration 23Q: 3 clusters Score -365492.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -365503.843750 Penalty: 2618.235596
	Iteration 24Q: 3 clusters Score -365503.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -365515.875000 Penalty: 2618.235596
	Iteration 25Q: 3 clusters Score -365515.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -365529.406250 Penalty: 2618.235596
	Iteration 26Q: 3 clusters Score -365529.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -365541.281250 Penalty: 2618.235596
	Iteration 27Q: 3 clusters Score -365541.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -365555.687500 Penalty: 2618.235596
	Iteration 28Q: 3 clusters Score -365555.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -365571.656250 Penalty: 2618.235596
	Iteration 29Q: 3 clusters Score -365571.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -365589.500000 Penalty: 2618.235596
	Iteration 30Q: 3 clusters Score -365589.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -365603.812500 Penalty: 2618.235596
	Iteration 31Q: 3 clusters Score -365603.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -365617.875000 Penalty: 2618.235596
	Iteration 32Q: 3 clusters Score -365617.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -365629.281250 Penalty: 2618.235596
	Iteration 33Q: 3 clusters Score -365629.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -365636.437500 Penalty: 2618.235596
	Iteration 34Q: 3 clusters Score -365636.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -365639.437500 Penalty: 2618.235596
	Iteration 35Q: 3 clusters Score -365639.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -365642.312500 Penalty: 2618.235596
	Iteration 36Q: 3 clusters Score -365642.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -365644.562500 Penalty: 2618.235596
	Iteration 37Q: 3 clusters Score -365644.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -365645.968750 Penalty: 2618.235596
	Iteration 38Q: 3 clusters Score -365646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -365645.812500 Penalty: 2618.235596
	Iteration 39Q: 3 clusters Score -365645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -365646.031250 Penalty: 2618.235596
	Iteration 40F: 3 clusters Score -365646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -469182.312500 Penalty: 1359.194702
	Iteration 0F: 2 clusters Score -469182.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -465655.187500 Penalty: 2718.389404
	Iteration 0F: 3 clusters Score -465655.2 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -466637.781250 Penalty: 2718.389404
	Iteration 1F: 3 clusters Score -466637.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -466822.687500 Penalty: 2718.389404
	Iteration 2F: 3 clusters Score -466822.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -466945.875000 Penalty: 2718.389404
	Iteration 3F: 3 clusters Score -466945.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -467031.562500 Penalty: 2718.389404
	Iteration 4Q: 3 clusters Score -467031.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -467112.687500 Penalty: 2718.389404
	Iteration 5Q: 3 clusters Score -467112.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -467197.125000 Penalty: 2718.389404
	Iteration 6Q: 3 clusters Score -467197.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -467251.843750 Penalty: 2718.389404
	Iteration 7Q: 3 clusters Score -467251.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -467295.500000 Penalty: 2718.389404
	Iteration 8Q: 3 clusters Score -467295.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -467350.531250 Penalty: 2718.389404
	Iteration 9Q: 3 clusters Score -467350.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -467410.000000 Penalty: 2718.389404
	Iteration 10Q: 3 clusters Score -467410 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -467472.187500 Penalty: 2718.389404
	Iteration 11Q: 3 clusters Score -467472.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -467529.562500 Penalty: 2718.389404
	Iteration 12Q: 3 clusters Score -467529.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -467577.625000 Penalty: 2718.389404
	Iteration 13Q: 3 clusters Score -467577.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -467618.375000 Penalty: 2718.389404
	Iteration 14Q: 3 clusters Score -467618.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -467659.468750 Penalty: 2718.389404
	Iteration 15Q: 3 clusters Score -467659.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -467699.312500 Penalty: 2718.389404
	Iteration 16Q: 3 clusters Score -467699.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -467743.812500 Penalty: 2718.389404
	Iteration 17Q: 3 clusters Score -467743.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -467782.406250 Penalty: 2718.389404
	Iteration 18Q: 3 clusters Score -467782.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -467809.500000 Penalty: 2718.389404
	Iteration 19Q: 3 clusters Score -467809.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -467827.750000 Penalty: 2718.389404
	Iteration 20F: 3 clusters Score -467827.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -467846.687500 Penalty: 2718.389404
	Iteration 21Q: 3 clusters Score -467846.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -467864.750000 Penalty: 2718.389404
	Iteration 22Q: 3 clusters Score -467864.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -467883.187500 Penalty: 2718.389404
	Iteration 23Q: 3 clusters Score -467883.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -467898.312500 Penalty: 2718.389404
	Iteration 24Q: 3 clusters Score -467898.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -467906.062500 Penalty: 2718.389404
	Iteration 25Q: 3 clusters Score -467906.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -467911.406250 Penalty: 2718.389404
	Iteration 26Q: 3 clusters Score -467911.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -467916.000000 Penalty: 2718.389404
	Iteration 27Q: 3 clusters Score -467916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -467920.937500 Penalty: 2718.389404
	Iteration 28Q: 3 clusters Score -467920.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -467924.531250 Penalty: 2718.389404
	Iteration 29Q: 3 clusters Score -467924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -467927.093750 Penalty: 2718.389404
	Iteration 30Q: 3 clusters Score -467927.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -467929.437500 Penalty: 2718.389404
	Iteration 31Q: 3 clusters Score -467929.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -467936.718750 Penalty: 2718.389404
	Iteration 32Q: 3 clusters Score -467936.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -467947.093750 Penalty: 2718.389404
	Iteration 33Q: 3 clusters Score -467947.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -467959.593750 Penalty: 2718.389404
	Iteration 34Q: 3 clusters Score -467959.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -467966.968750 Penalty: 2718.389404
	Iteration 35Q: 3 clusters Score -467967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -467975.812500 Penalty: 2718.389404
	Iteration 36Q: 3 clusters Score -467975.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -467984.531250 Penalty: 2718.389404
	Iteration 37Q: 3 clusters Score -467984.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -467993.437500 Penalty: 2718.389404
	Iteration 38Q: 3 clusters Score -467993.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -468003.687500 Penalty: 2718.389404
	Iteration 39Q: 3 clusters Score -468003.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -468015.968750 Penalty: 2718.389404
	Iteration 40F: 3 clusters Score -468016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -468027.906250 Penalty: 2718.389404
	Iteration 41Q: 3 clusters Score -468027.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -468041.031250 Penalty: 2718.389404
	Iteration 42Q: 3 clusters Score -468041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -468053.562500 Penalty: 2718.389404
	Iteration 43Q: 3 clusters Score -468053.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -468064.812500 Penalty: 2718.389404
	Iteration 44Q: 3 clusters Score -468064.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -468086.750000 Penalty: 2718.389404
	Iteration 45Q: 3 clusters Score -468086.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -468102.968750 Penalty: 2718.389404
	Iteration 46Q: 3 clusters Score -468103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -468126.750000 Penalty: 2718.389404
	Iteration 47Q: 3 clusters Score -468126.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -468154.625000 Penalty: 2718.389404
	Iteration 48Q: 3 clusters Score -468154.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -468182.750000 Penalty: 2718.389404
	Iteration 49Q: 3 clusters Score -468182.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -468217.718750 Penalty: 2718.389404
	Iteration 50Q: 3 clusters Score -468217.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -468255.062500 Penalty: 2718.389404
	Iteration 51Q: 3 clusters Score -468255.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -468310.718750 Penalty: 2718.389404
	Iteration 52Q: 3 clusters Score -468310.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -468387.062500 Penalty: 2718.389404
	Iteration 53Q: 3 clusters Score -468387.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -468476.906250 Penalty: 2718.389404
	Iteration 54Q: 3 clusters Score -468476.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -468572.031250 Penalty: 2718.389404
	Iteration 55Q: 3 clusters Score -468572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -468664.406250 Penalty: 2718.389404
	Iteration 56Q: 3 clusters Score -468664.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -468720.218750 Penalty: 2718.389404
	Iteration 57Q: 3 clusters Score -468720.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -468751.406250 Penalty: 2718.389404
	Iteration 58Q: 3 clusters Score -468751.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -468775.656250 Penalty: 2718.389404
	Iteration 59Q: 3 clusters Score -468775.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -468797.906250 Penalty: 2718.389404
	Iteration 60F: 3 clusters Score -468797.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -468809.656250 Penalty: 2718.389404
	Iteration 61Q: 3 clusters Score -468809.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -468818.406250 Penalty: 2718.389404
	Iteration 62Q: 3 clusters Score -468818.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -468820.343750 Penalty: 2718.389404
	Iteration 63Q: 3 clusters Score -468820.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -468822.187500 Penalty: 2718.389404
	Iteration 64Q: 3 clusters Score -468822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -468822.250000 Penalty: 2718.389404
	Iteration 65Q: 3 clusters Score -468822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -468822.250000 Penalty: 2718.389404
	Iteration 66F: 3 clusters Score -468822.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Entering Unmasked Estep 
Score: -3083556.000000 Penalty: 1657.014893
	Iteration 0F: 2 clusters Score -3083556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3065619.000000 Penalty: 3314.029785
	Iteration 0F: 3 clusters Score -3065619 nChanged 12142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3072258.000000 Penalty: 3314.029785
	Iteration 1F: 3 clusters Score -3072258 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3072598.500000 Penalty: 3314.029785
	Iteration 2Q: 3 clusters Score -3072598 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -3072984.750000 Penalty: 3314.029785
	Iteration 3Q: 3 clusters Score -3072985 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3073393.750000 Penalty: 3314.029785
	Iteration 4Q: 3 clusters Score -3073394 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -3073823.000000 Penalty: 3314.029785
	Iteration 5Q: 3 clusters Score -3073823 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3074362.000000 Penalty: 3314.029785
	Iteration 6Q: 3 clusters Score -3074362 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3075048.500000 Penalty: 3314.029785
	Iteration 7Q: 3 clusters Score -3075048 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -3075863.500000 Penalty: 3314.029785
	Iteration 8Q: 3 clusters Score -3075864 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3076907.250000 Penalty: 3314.029785
	Iteration 9F: 3 clusters Score -3076907 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3078047.750000 Penalty: 3314.029785
	Iteration 10F: 3 clusters Score -3078048 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -3078953.750000 Penalty: 3314.029785
	Iteration 11Q: 3 clusters Score -3078954 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -3079494.000000 Penalty: 3314.029785
	Iteration 12Q: 3 clusters Score -3079494 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3079797.750000 Penalty: 3314.029785
	Iteration 13Q: 3 clusters Score -3079798 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3080081.000000 Penalty: 3314.029785
	Iteration 14Q: 3 clusters Score -3080081 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -3080356.750000 Penalty: 3314.029785
	Iteration 15Q: 3 clusters Score -3080357 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3080588.250000 Penalty: 3314.029785
	Iteration 16Q: 3 clusters Score -3080588 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3080795.250000 Penalty: 3314.029785
	Iteration 17Q: 3 clusters Score -3080795 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3080995.000000 Penalty: 3314.029785
	Iteration 18Q: 3 clusters Score -3080995 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3081150.250000 Penalty: 3314.029785
	Iteration 19Q: 3 clusters Score -3081150 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3081290.000000 Penalty: 3314.029785
	Iteration 20F: 3 clusters Score -3081290 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3081415.500000 Penalty: 3314.029785
	Iteration 21Q: 3 clusters Score -3081416 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3081509.000000 Penalty: 3314.029785
	Iteration 22Q: 3 clusters Score -3081509 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3081607.000000 Penalty: 3314.029785
	Iteration 23Q: 3 clusters Score -3081607 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3081668.750000 Penalty: 3314.029785
	Iteration 24Q: 3 clusters Score -3081669 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3081710.750000 Penalty: 3314.029785
	Iteration 25Q: 3 clusters Score -3081711 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3081754.750000 Penalty: 3314.029785
	Iteration 26Q: 3 clusters Score -3081755 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3081790.500000 Penalty: 3314.029785
	Iteration 27Q: 3 clusters Score -3081790 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3081827.750000 Penalty: 3314.029785
	Iteration 28Q: 3 clusters Score -3081828 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3081859.500000 Penalty: 3314.029785
	Iteration 29Q: 3 clusters Score -3081860 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3081884.500000 Penalty: 3314.029785
	Iteration 30Q: 3 clusters Score -3081884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3081906.000000 Penalty: 3314.029785
	Iteration 31Q: 3 clusters Score -3081906 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3081931.750000 Penalty: 3314.029785
	Iteration 32Q: 3 clusters Score -3081932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3081939.500000 Penalty: 3314.029785
	Iteration 33Q: 3 clusters Score -3081940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3081963.000000 Penalty: 3314.029785
	Iteration 34Q: 3 clusters Score -3081963 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3081974.250000 Penalty: 3314.029785
	Iteration 35Q: 3 clusters Score -3081974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3081990.000000 Penalty: 3314.029785
	Iteration 36Q: 3 clusters Score -3081990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3082014.750000 Penalty: 3314.029785
	Iteration 37Q: 3 clusters Score -3082015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3082028.750000 Penalty: 3314.029785
	Iteration 38Q: 3 clusters Score -3082029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3082049.250000 Penalty: 3314.029785
	Iteration 39Q: 3 clusters Score -3082049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3082052.500000 Penalty: 3314.029785
	Iteration 40F: 3 clusters Score -3082052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3082060.500000 Penalty: 3314.029785
	Iteration 41Q: 3 clusters Score -3082060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3082066.250000 Penalty: 3314.029785
	Iteration 42Q: 3 clusters Score -3082066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3082074.500000 Penalty: 3314.029785
	Iteration 43Q: 3 clusters Score -3082074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3082079.000000 Penalty: 3314.029785
	Iteration 44Q: 3 clusters Score -3082079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3082085.750000 Penalty: 3314.029785
	Iteration 45Q: 3 clusters Score -3082086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3082091.000000 Penalty: 3314.029785
	Iteration 46Q: 3 clusters Score -3082091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3082093.000000 Penalty: 3314.029785
	Iteration 47Q: 3 clusters Score -3082093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3082096.500000 Penalty: 3314.029785
	Iteration 48Q: 3 clusters Score -3082096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3082099.750000 Penalty: 3314.029785
	Iteration 49Q: 3 clusters Score -3082100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3082098.500000 Penalty: 3314.029785
	Iteration 50Q: 3 clusters Score -3082098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3082108.500000 Penalty: 3314.029785
	Iteration 51Q: 3 clusters Score -3082108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3082113.250000 Penalty: 3314.029785
	Iteration 52Q: 3 clusters Score -3082113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3082121.750000 Penalty: 3314.029785
	Iteration 53Q: 3 clusters Score -3082122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3082123.250000 Penalty: 3314.029785
	Iteration 54Q: 3 clusters Score -3082123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3082127.250000 Penalty: 3314.029785
	Iteration 55Q: 3 clusters Score -3082127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3082130.750000 Penalty: 3314.029785
	Iteration 56Q: 3 clusters Score -3082131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3082140.250000 Penalty: 3314.029785
	Iteration 57Q: 3 clusters Score -3082140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3082142.000000 Penalty: 3314.029785
	Iteration 58Q: 3 clusters Score -3082142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3082140.250000 Penalty: 3314.029785
	Iteration 59Q: 3 clusters Score -3082140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3082141.750000 Penalty: 3314.029785
	Iteration 60F: 3 clusters Score -3082142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3082141.750000 Penalty: 3314.029785
	Iteration 61Q: 3 clusters Score -3082142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3082144.750000 Penalty: 3314.029785
	Iteration 62Q: 3 clusters Score -3082145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3082155.750000 Penalty: 3314.029785
	Iteration 63Q: 3 clusters Score -3082156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3082156.500000 Penalty: 3314.029785
	Iteration 64Q: 3 clusters Score -3082156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3082158.750000 Penalty: 3314.029785
	Iteration 65Q: 3 clusters Score -3082159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3082158.500000 Penalty: 3314.029785
	Iteration 66Q: 3 clusters Score -3082158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3082161.500000 Penalty: 3314.029785
	Iteration 67Q: 3 clusters Score -3082162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3082160.250000 Penalty: 3314.029785
	Iteration 68Q: 3 clusters Score -3082160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3082160.000000 Penalty: 3314.029785
	Iteration 69Q: 3 clusters Score -3082160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3082160.000000 Penalty: 3314.029785
	Iteration 70Q: 3 clusters Score -3082160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3082156.750000 Penalty: 3314.029785
	Iteration 71Q: 3 clusters Score -3082157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3082165.750000 Penalty: 3314.029785
	Iteration 72Q: 3 clusters Score -3082166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3082168.500000 Penalty: 3314.029785
	Iteration 73Q: 3 clusters Score -3082168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3082169.500000 Penalty: 3314.029785
	Iteration 74Q: 3 clusters Score -3082170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3082173.500000 Penalty: 3314.029785
	Iteration 75Q: 3 clusters Score -3082174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3082174.250000 Penalty: 3314.029785
	Iteration 76Q: 3 clusters Score -3082174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3082174.250000 Penalty: 3314.029785
	Iteration 77Q: 3 clusters Score -3082174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3082174.000000 Penalty: 3314.029785
	Iteration 78Q: 3 clusters Score -3082174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3082172.000000 Penalty: 3314.029785
	Iteration 79Q: 3 clusters Score -3082172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3082174.500000 Penalty: 3314.029785
	Iteration 80F: 3 clusters Score -3082174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3082178.750000 Penalty: 3314.029785
	Iteration 81Q: 3 clusters Score -3082179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3082177.250000 Penalty: 3314.029785
	Iteration 82Q: 3 clusters Score -3082177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3082179.500000 Penalty: 3314.029785
	Iteration 83Q: 3 clusters Score -3082180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3082180.750000 Penalty: 3314.029785
	Iteration 84Q: 3 clusters Score -3082181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3082180.250000 Penalty: 3314.029785
	Iteration 85Q: 3 clusters Score -3082180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3082179.000000 Penalty: 3314.029785
	Iteration 86Q: 3 clusters Score -3082179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3082181.250000 Penalty: 3314.029785
	Iteration 87Q: 3 clusters Score -3082181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3082179.500000 Penalty: 3314.029785
	Iteration 88Q: 3 clusters Score -3082180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3082179.500000 Penalty: 3314.029785
	Iteration 89F: 3 clusters Score -3082180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -87348.257812 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -87348.26 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 444 members 
Entering Unmasked Estep 
Score: -86004.085938 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -86004.09 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -86255.351562 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -86255.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -86327.257812 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -86327.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -86365.117188 Penalty: 2191.436279
	Iteration 3Q: 3 clusters Score -86365.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -86392.023438 Penalty: 2191.436279
	Iteration 4Q: 3 clusters Score -86392.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86406.445312 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -86406.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86414.804688 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -86414.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86416.210938 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -86416.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86418.203125 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -86418.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86419.328125 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -86419.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86421.132812 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -86421.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86421.132812 Penalty: 2191.436279
	Iteration 11F: 3 clusters Score -86421.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Entering Unmasked Estep 
Score: -4507232.000000 Penalty: 1724.484619
	Iteration 0F: 2 clusters Score -4507232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -4480047.500000 Penalty: 3448.969238
	Iteration 0F: 3 clusters Score -4480048 nChanged 18927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -4490630.500000 Penalty: 3448.969238
	Iteration 1F: 3 clusters Score -4490630 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -4491031.500000 Penalty: 3448.969238
	Iteration 2Q: 3 clusters Score -4491032 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -4491433.500000 Penalty: 3448.969238
	Iteration 3Q: 3 clusters Score -4491434 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -4491892.500000 Penalty: 3448.969238
	Iteration 4Q: 3 clusters Score -4491892 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -4492456.000000 Penalty: 3448.969238
	Iteration 5Q: 3 clusters Score -4492456 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -4493281.000000 Penalty: 3448.969238
	Iteration 6Q: 3 clusters Score -4493281 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -4494418.500000 Penalty: 3448.969238
	Iteration 7F: 3 clusters Score -4494418 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -4495964.500000 Penalty: 3448.969238
	Iteration 8F: 3 clusters Score -4495964 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4497918.000000 Penalty: 3448.969238
	Iteration 9F: 3 clusters Score -4497918 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -4499979.500000 Penalty: 3448.969238
	Iteration 10F: 3 clusters Score -4499980 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -4501816.000000 Penalty: 3448.969238
	Iteration 11F: 3 clusters Score -4501816 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -4503398.500000 Penalty: 3448.969238
	Iteration 12Q: 3 clusters Score -4503398 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -4504593.000000 Penalty: 3448.969238
	Iteration 13Q: 3 clusters Score -4504593 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -4505302.000000 Penalty: 3448.969238
	Iteration 14Q: 3 clusters Score -4505302 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -4505698.500000 Penalty: 3448.969238
	Iteration 15Q: 3 clusters Score -4505698 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -4505888.000000 Penalty: 3448.969238
	Iteration 16Q: 3 clusters Score -4505888 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -4506011.000000 Penalty: 3448.969238
	Iteration 17Q: 3 clusters Score -4506011 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -4506079.500000 Penalty: 3448.969238
	Iteration 18Q: 3 clusters Score -4506080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -4506143.000000 Penalty: 3448.969238
	Iteration 19Q: 3 clusters Score -4506143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -4506196.500000 Penalty: 3448.969238
	Iteration 20F: 3 clusters Score -4506196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -4506224.000000 Penalty: 3448.969238
	Iteration 21Q: 3 clusters Score -4506224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -4506248.000000 Penalty: 3448.969238
	Iteration 22Q: 3 clusters Score -4506248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -4506267.500000 Penalty: 3448.969238
	Iteration 23Q: 3 clusters Score -4506268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -4506286.500000 Penalty: 3448.969238
	Iteration 24Q: 3 clusters Score -4506286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -4506299.000000 Penalty: 3448.969238
	Iteration 25Q: 3 clusters Score -4506299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -4506305.000000 Penalty: 3448.969238
	Iteration 26Q: 3 clusters Score -4506305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -4506309.500000 Penalty: 3448.969238
	Iteration 27Q: 3 clusters Score -4506310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -4506315.500000 Penalty: 3448.969238
	Iteration 28Q: 3 clusters Score -4506316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -4506321.000000 Penalty: 3448.969238
	Iteration 29Q: 3 clusters Score -4506321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -4506318.000000 Penalty: 3448.969238
	Iteration 30Q: 3 clusters Score -4506318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -4506318.000000 Penalty: 3448.969238
	Iteration 31F: 3 clusters Score -4506318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -577802.437500 Penalty: 1384.206299
	Iteration 0F: 2 clusters Score -577802.4 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 2527 members 
Entering Unmasked Estep 
Score: -573901.062500 Penalty: 2768.412598
	Iteration 0F: 3 clusters Score -573901.1 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -574961.750000 Penalty: 2768.412598
	Iteration 1F: 3 clusters Score -574961.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -575097.375000 Penalty: 2768.412598
	Iteration 2F: 3 clusters Score -575097.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -575190.812500 Penalty: 2768.412598
	Iteration 3Q: 3 clusters Score -575190.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -575255.500000 Penalty: 2768.412598
	Iteration 4Q: 3 clusters Score -575255.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -575302.937500 Penalty: 2768.412598
	Iteration 5Q: 3 clusters Score -575302.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -575335.125000 Penalty: 2768.412598
	Iteration 6Q: 3 clusters Score -575335.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -575365.875000 Penalty: 2768.412598
	Iteration 7Q: 3 clusters Score -575365.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -575394.062500 Penalty: 2768.412598
	Iteration 8Q: 3 clusters Score -575394.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -575417.062500 Penalty: 2768.412598
	Iteration 9Q: 3 clusters Score -575417.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -575439.687500 Penalty: 2768.412598
	Iteration 10Q: 3 clusters Score -575439.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -575462.125000 Penalty: 2768.412598
	Iteration 11Q: 3 clusters Score -575462.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -575477.812500 Penalty: 2768.412598
	Iteration 12Q: 3 clusters Score -575477.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -575496.125000 Penalty: 2768.412598
	Iteration 13Q: 3 clusters Score -575496.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -575515.875000 Penalty: 2768.412598
	Iteration 14Q: 3 clusters Score -575515.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -575537.750000 Penalty: 2768.412598
	Iteration 15Q: 3 clusters Score -575537.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -575569.875000 Penalty: 2768.412598
	Iteration 16Q: 3 clusters Score -575569.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -575612.062500 Penalty: 2768.412598
	Iteration 17Q: 3 clusters Score -575612.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -575655.937500 Penalty: 2768.412598
	Iteration 18Q: 3 clusters Score -575655.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -575701.437500 Penalty: 2768.412598
	Iteration 19Q: 3 clusters Score -575701.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -575745.812500 Penalty: 2768.412598
	Iteration 20F: 3 clusters Score -575745.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -575801.375000 Penalty: 2768.412598
	Iteration 21Q: 3 clusters Score -575801.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -575852.500000 Penalty: 2768.412598
	Iteration 22Q: 3 clusters Score -575852.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -575908.625000 Penalty: 2768.412598
	Iteration 23Q: 3 clusters Score -575908.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -575968.000000 Penalty: 2768.412598
	Iteration 24Q: 3 clusters Score -575968 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -576020.000000 Penalty: 2768.412598
	Iteration 25Q: 3 clusters Score -576020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -576063.312500 Penalty: 2768.412598
	Iteration 26Q: 3 clusters Score -576063.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -576098.000000 Penalty: 2768.412598
	Iteration 27Q: 3 clusters Score -576098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -576128.875000 Penalty: 2768.412598
	Iteration 28Q: 3 clusters Score -576128.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -576154.562500 Penalty: 2768.412598
	Iteration 29Q: 3 clusters Score -576154.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -576174.937500 Penalty: 2768.412598
	Iteration 30Q: 3 clusters Score -576174.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -576192.250000 Penalty: 2768.412598
	Iteration 31Q: 3 clusters Score -576192.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -576202.812500 Penalty: 2768.412598
	Iteration 32Q: 3 clusters Score -576202.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -576211.750000 Penalty: 2768.412598
	Iteration 33Q: 3 clusters Score -576211.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -576214.562500 Penalty: 2768.412598
	Iteration 34Q: 3 clusters Score -576214.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -576217.687500 Penalty: 2768.412598
	Iteration 35Q: 3 clusters Score -576217.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -576220.062500 Penalty: 2768.412598
	Iteration 36Q: 3 clusters Score -576220.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -576222.000000 Penalty: 2768.412598
	Iteration 37Q: 3 clusters Score -576222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -576224.625000 Penalty: 2768.412598
	Iteration 38Q: 3 clusters Score -576224.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -576228.375000 Penalty: 2768.412598
	Iteration 39Q: 3 clusters Score -576228.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -576230.000000 Penalty: 2768.412598
	Iteration 40F: 3 clusters Score -576230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -576232.062500 Penalty: 2768.412598
	Iteration 41Q: 3 clusters Score -576232.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -576234.250000 Penalty: 2768.412598
	Iteration 42Q: 3 clusters Score -576234.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -576233.937500 Penalty: 2768.412598
	Iteration 43Q: 3 clusters Score -576233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -576235.375000 Penalty: 2768.412598
	Iteration 44Q: 3 clusters Score -576235.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -576236.500000 Penalty: 2768.412598
	Iteration 45Q: 3 clusters Score -576236.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -576237.937500 Penalty: 2768.412598
	Iteration 46Q: 3 clusters Score -576237.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -576239.625000 Penalty: 2768.412598
	Iteration 47Q: 3 clusters Score -576239.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -576240.312500 Penalty: 2768.412598
	Iteration 48Q: 3 clusters Score -576240.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -576244.312500 Penalty: 2768.412598
	Iteration 49Q: 3 clusters Score -576244.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -576246.125000 Penalty: 2768.412598
	Iteration 50Q: 3 clusters Score -576246.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -576247.562500 Penalty: 2768.412598
	Iteration 51Q: 3 clusters Score -576247.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -576248.562500 Penalty: 2768.412598
	Iteration 52Q: 3 clusters Score -576248.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -576250.250000 Penalty: 2768.412598
	Iteration 53Q: 3 clusters Score -576250.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -576255.125000 Penalty: 2768.412598
	Iteration 54Q: 3 clusters Score -576255.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -576259.750000 Penalty: 2768.412598
	Iteration 55Q: 3 clusters Score -576259.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -576261.312500 Penalty: 2768.412598
	Iteration 56Q: 3 clusters Score -576261.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -576263.187500 Penalty: 2768.412598
	Iteration 57Q: 3 clusters Score -576263.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -576265.750000 Penalty: 2768.412598
	Iteration 58Q: 3 clusters Score -576265.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -576265.437500 Penalty: 2768.412598
	Iteration 59Q: 3 clusters Score -576265.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -576266.500000 Penalty: 2768.412598
	Iteration 60F: 3 clusters Score -576266.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -576268.125000 Penalty: 2768.412598
	Iteration 61Q: 3 clusters Score -576268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -576267.562500 Penalty: 2768.412598
	Iteration 62Q: 3 clusters Score -576267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -576268.062500 Penalty: 2768.412598
	Iteration 63Q: 3 clusters Score -576268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -576268.187500 Penalty: 2768.412598
	Iteration 64Q: 3 clusters Score -576268.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -576270.625000 Penalty: 2768.412598
	Iteration 65Q: 3 clusters Score -576270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -576270.625000 Penalty: 2768.412598
	Iteration 66Q: 3 clusters Score -576270.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -576270.062500 Penalty: 2768.412598
	Iteration 67Q: 3 clusters Score -576270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -576269.625000 Penalty: 2768.412598
	Iteration 68Q: 3 clusters Score -576269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -576270.687500 Penalty: 2768.412598
	Iteration 69Q: 3 clusters Score -576270.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -576270.687500 Penalty: 2768.412598
	Iteration 70Q: 3 clusters Score -576270.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -576272.062500 Penalty: 2768.412598
	Iteration 71Q: 3 clusters Score -576272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -576270.500000 Penalty: 2768.412598
	Iteration 72Q: 3 clusters Score -576270.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -576271.750000 Penalty: 2768.412598
	Iteration 73Q: 3 clusters Score -576271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -576271.562500 Penalty: 2768.412598
	Iteration 74Q: 3 clusters Score -576271.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -576272.250000 Penalty: 2768.412598
	Iteration 75Q: 3 clusters Score -576272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -576272.250000 Penalty: 2768.412598
	Iteration 76F: 3 clusters Score -576272.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -136775.000000 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -136775 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 652 members 
Entering Unmasked Estep 
Score: -135208.937500 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -135208.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -135692.750000 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -135692.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -135960.453125 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -135960.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -136121.687500 Penalty: 2334.264404
	Iteration 3F: 3 clusters Score -136121.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -136264.609375 Penalty: 2334.264404
	Iteration 4F: 3 clusters Score -136264.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -136354.187500 Penalty: 2334.264404
	Iteration 5Q: 3 clusters Score -136354.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -136378.718750 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -136378.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -136387.375000 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -136387.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -136391.296875 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -136391.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -136396.640625 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -136396.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -136401.484375 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -136401.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -136404.953125 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -136405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -136408.140625 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -136408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -136410.171875 Penalty: 2334.264404
	Iteration 13Q: 3 clusters Score -136410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -136411.734375 Penalty: 2334.264404
	Iteration 14Q: 3 clusters Score -136411.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -136412.359375 Penalty: 2334.264404
	Iteration 15Q: 3 clusters Score -136412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -136412.921875 Penalty: 2334.264404
	Iteration 16Q: 3 clusters Score -136412.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -136413.703125 Penalty: 2334.264404
	Iteration 17Q: 3 clusters Score -136413.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -136413.671875 Penalty: 2334.264404
	Iteration 18Q: 3 clusters Score -136413.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -136413.671875 Penalty: 2334.264404
	Iteration 19F: 3 clusters Score -136413.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Entering Unmasked Estep 
Score: -3679163.750000 Penalty: 1686.977051
	Iteration 0F: 2 clusters Score -3679164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3657571.250000 Penalty: 3373.954102
	Iteration 0F: 3 clusters Score -3657571 nChanged 14844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3665737.000000 Penalty: 3373.954102
	Iteration 1F: 3 clusters Score -3665737 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -3666077.500000 Penalty: 3373.954102
	Iteration 2Q: 3 clusters Score -3666078 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -3666409.250000 Penalty: 3373.954102
	Iteration 3Q: 3 clusters Score -3666409 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3666769.500000 Penalty: 3373.954102
	Iteration 4Q: 3 clusters Score -3666770 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -3667158.500000 Penalty: 3373.954102
	Iteration 5Q: 3 clusters Score -3667158 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3667634.500000 Penalty: 3373.954102
	Iteration 6Q: 3 clusters Score -3667634 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3668258.750000 Penalty: 3373.954102
	Iteration 7Q: 3 clusters Score -3668259 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3669115.750000 Penalty: 3373.954102
	Iteration 8Q: 3 clusters Score -3669116 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3670304.750000 Penalty: 3373.954102
	Iteration 9F: 3 clusters Score -3670305 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -3671654.750000 Penalty: 3373.954102
	Iteration 10F: 3 clusters Score -3671655 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3672787.500000 Penalty: 3373.954102
	Iteration 11F: 3 clusters Score -3672788 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3673430.250000 Penalty: 3373.954102
	Iteration 12Q: 3 clusters Score -3673430 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3673729.000000 Penalty: 3373.954102
	Iteration 13Q: 3 clusters Score -3673729 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3673861.500000 Penalty: 3373.954102
	Iteration 14Q: 3 clusters Score -3673862 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -3673976.750000 Penalty: 3373.954102
	Iteration 15Q: 3 clusters Score -3673977 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3674082.750000 Penalty: 3373.954102
	Iteration 16Q: 3 clusters Score -3674083 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3674187.250000 Penalty: 3373.954102
	Iteration 17Q: 3 clusters Score -3674187 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3674274.750000 Penalty: 3373.954102
	Iteration 18Q: 3 clusters Score -3674275 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -3674359.000000 Penalty: 3373.954102
	Iteration 19Q: 3 clusters Score -3674359 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3674443.500000 Penalty: 3373.954102
	Iteration 20F: 3 clusters Score -3674444 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -3674525.250000 Penalty: 3373.954102
	Iteration 21Q: 3 clusters Score -3674525 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3674622.250000 Penalty: 3373.954102
	Iteration 22Q: 3 clusters Score -3674622 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -3674745.000000 Penalty: 3373.954102
	Iteration 23Q: 3 clusters Score -3674745 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3674861.500000 Penalty: 3373.954102
	Iteration 24Q: 3 clusters Score -3674862 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3675004.250000 Penalty: 3373.954102
	Iteration 25Q: 3 clusters Score -3675004 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3675088.500000 Penalty: 3373.954102
	Iteration 26Q: 3 clusters Score -3675088 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3675210.750000 Penalty: 3373.954102
	Iteration 27Q: 3 clusters Score -3675211 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3675323.250000 Penalty: 3373.954102
	Iteration 28Q: 3 clusters Score -3675323 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3675437.000000 Penalty: 3373.954102
	Iteration 29Q: 3 clusters Score -3675437 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3675551.500000 Penalty: 3373.954102
	Iteration 30Q: 3 clusters Score -3675552 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -3675670.250000 Penalty: 3373.954102
	Iteration 31Q: 3 clusters Score -3675670 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3675806.000000 Penalty: 3373.954102
	Iteration 32Q: 3 clusters Score -3675806 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3675918.750000 Penalty: 3373.954102
	Iteration 33Q: 3 clusters Score -3675919 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -3676041.250000 Penalty: 3373.954102
	Iteration 34Q: 3 clusters Score -3676041 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3676145.750000 Penalty: 3373.954102
	Iteration 35Q: 3 clusters Score -3676146 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3676267.500000 Penalty: 3373.954102
	Iteration 36Q: 3 clusters Score -3676268 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -3676406.000000 Penalty: 3373.954102
	Iteration 37Q: 3 clusters Score -3676406 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -3676538.000000 Penalty: 3373.954102
	Iteration 38Q: 3 clusters Score -3676538 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -3676679.500000 Penalty: 3373.954102
	Iteration 39Q: 3 clusters Score -3676680 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -3676803.250000 Penalty: 3373.954102
	Iteration 40F: 3 clusters Score -3676803 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -3676948.250000 Penalty: 3373.954102
	Iteration 41Q: 3 clusters Score -3676948 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -3677063.000000 Penalty: 3373.954102
	Iteration 42Q: 3 clusters Score -3677063 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -3677186.500000 Penalty: 3373.954102
	Iteration 43Q: 3 clusters Score -3677186 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -3677295.250000 Penalty: 3373.954102
	Iteration 44Q: 3 clusters Score -3677295 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -3677385.750000 Penalty: 3373.954102
	Iteration 45Q: 3 clusters Score -3677386 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -3677475.000000 Penalty: 3373.954102
	Iteration 46Q: 3 clusters Score -3677475 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -3677528.750000 Penalty: 3373.954102
	Iteration 47Q: 3 clusters Score -3677529 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -3677580.750000 Penalty: 3373.954102
	Iteration 48Q: 3 clusters Score -3677581 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3677621.500000 Penalty: 3373.954102
	Iteration 49Q: 3 clusters Score -3677622 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -3677668.250000 Penalty: 3373.954102
	Iteration 50Q: 3 clusters Score -3677668 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -3677698.750000 Penalty: 3373.954102
	Iteration 51Q: 3 clusters Score -3677699 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -3677723.750000 Penalty: 3373.954102
	Iteration 52Q: 3 clusters Score -3677724 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -3677751.250000 Penalty: 3373.954102
	Iteration 53Q: 3 clusters Score -3677751 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -3677775.000000 Penalty: 3373.954102
	Iteration 54Q: 3 clusters Score -3677775 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3677790.750000 Penalty: 3373.954102
	Iteration 55Q: 3 clusters Score -3677791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -3677802.750000 Penalty: 3373.954102
	Iteration 56Q: 3 clusters Score -3677803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3677807.000000 Penalty: 3373.954102
	Iteration 57Q: 3 clusters Score -3677807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -3677805.500000 Penalty: 3373.954102
	Iteration 58Q: 3 clusters Score -3677806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -3677813.750000 Penalty: 3373.954102
	Iteration 59Q: 3 clusters Score -3677814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -3677815.750000 Penalty: 3373.954102
	Iteration 60F: 3 clusters Score -3677816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -3677820.000000 Penalty: 3373.954102
	Iteration 61Q: 3 clusters Score -3677820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -3677819.500000 Penalty: 3373.954102
	Iteration 62Q: 3 clusters Score -3677820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -3677817.000000 Penalty: 3373.954102
	Iteration 63Q: 3 clusters Score -3677817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -3677815.250000 Penalty: 3373.954102
	Iteration 64Q: 3 clusters Score -3677815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -3677815.250000 Penalty: 3373.954102
	Iteration 65F: 3 clusters Score -3677815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93355 members 
Entering Unmasked Estep 
Score: -10578969.000000 Penalty: 1859.676636
	Iteration 0F: 2 clusters Score -1.057897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -10516944.000000 Penalty: 3719.353271
	Iteration 0F: 3 clusters Score -1.051694e+07 nChanged 44490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -10542718.000000 Penalty: 3719.353271
	Iteration 1F: 3 clusters Score -1.054272e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -10543838.000000 Penalty: 3719.353271
	Iteration 2Q: 3 clusters Score -1.054384e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -10545119.000000 Penalty: 3719.353271
	Iteration 3Q: 3 clusters Score -1.054512e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -10547179.000000 Penalty: 3719.353271
	Iteration 4Q: 3 clusters Score -1.054718e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -10550496.000000 Penalty: 3719.353271
	Iteration 5F: 3 clusters Score -1.05505e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 62631 members 
Entering Unmasked Estep 
Score: -10554945.000000 Penalty: 3719.353271
	Iteration 6F: 3 clusters Score -1.055494e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -10560192.000000 Penalty: 3719.353271
	Iteration 7F: 3 clusters Score -1.056019e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -10564934.000000 Penalty: 3719.353271
	Iteration 8F: 3 clusters Score -1.056493e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -10568303.000000 Penalty: 3719.353271
	Iteration 9Q: 3 clusters Score -1.05683e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -10570505.000000 Penalty: 3719.353271
	Iteration 10Q: 3 clusters Score -1.05705e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 80321 members 
Entering Unmasked Estep 
Score: -10572036.000000 Penalty: 3719.353271
	Iteration 11Q: 3 clusters Score -1.057204e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -10573124.000000 Penalty: 3719.353271
	Iteration 12Q: 3 clusters Score -1.057312e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 83471 members 
Entering Unmasked Estep 
Score: -10574019.000000 Penalty: 3719.353271
	Iteration 13Q: 3 clusters Score -1.057402e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 84724 members 
Entering Unmasked Estep 
Score: -10574727.000000 Penalty: 3719.353271
	Iteration 14Q: 3 clusters Score -1.057473e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -10575342.000000 Penalty: 3719.353271
	Iteration 15Q: 3 clusters Score -1.057534e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 86666 members 
Entering Unmasked Estep 
Score: -10575876.000000 Penalty: 3719.353271
	Iteration 16Q: 3 clusters Score -1.057588e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -10576295.000000 Penalty: 3719.353271
	Iteration 17Q: 3 clusters Score -1.05763e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -10576695.000000 Penalty: 3719.353271
	Iteration 18Q: 3 clusters Score -1.05767e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -10577021.000000 Penalty: 3719.353271
	Iteration 19Q: 3 clusters Score -1.057702e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -10577368.000000 Penalty: 3719.353271
	Iteration 20F: 3 clusters Score -1.057737e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 89285 members 
Entering Unmasked Estep 
Score: -10577613.000000 Penalty: 3719.353271
	Iteration 21Q: 3 clusters Score -1.057761e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 89499 members 
Entering Unmasked Estep 
Score: -10577805.000000 Penalty: 3719.353271
	Iteration 22Q: 3 clusters Score -1.05778e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 89661 members 
Entering Unmasked Estep 
Score: -10578036.000000 Penalty: 3719.353271
	Iteration 23Q: 3 clusters Score -1.057804e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 89775 members 
Entering Unmasked Estep 
Score: -10578187.000000 Penalty: 3719.353271
	Iteration 24Q: 3 clusters Score -1.057819e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -10578387.000000 Penalty: 3719.353271
	Iteration 25Q: 3 clusters Score -1.057839e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 89886 members 
Entering Unmasked Estep 
Score: -10578497.000000 Penalty: 3719.353271
	Iteration 26Q: 3 clusters Score -1.05785e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -10578598.000000 Penalty: 3719.353271
	Iteration 27Q: 3 clusters Score -1.05786e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -10578647.000000 Penalty: 3719.353271
	Iteration 28Q: 3 clusters Score -1.057865e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -10578726.000000 Penalty: 3719.353271
	Iteration 29Q: 3 clusters Score -1.057873e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -10578749.000000 Penalty: 3719.353271
	Iteration 30Q: 3 clusters Score -1.057875e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 89766 members 
Entering Unmasked Estep 
Score: -10578763.000000 Penalty: 3719.353271
	Iteration 31Q: 3 clusters Score -1.057876e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 89764 members 
Entering Unmasked Estep 
Score: -10578786.000000 Penalty: 3719.353271
	Iteration 32Q: 3 clusters Score -1.057879e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 89770 members 
Entering Unmasked Estep 
Score: -10578785.000000 Penalty: 3719.353271
	Iteration 33Q: 3 clusters Score -1.057878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -10578788.000000 Penalty: 3719.353271
	Iteration 34Q: 3 clusters Score -1.057879e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 89791 members 
Entering Unmasked Estep 
Score: -10578799.000000 Penalty: 3719.353271
	Iteration 35Q: 3 clusters Score -1.05788e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -10578806.000000 Penalty: 3719.353271
	Iteration 36Q: 3 clusters Score -1.057881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 89796 members 
Entering Unmasked Estep 
Score: -10578792.000000 Penalty: 3719.353271
	Iteration 37Q: 3 clusters Score -1.057879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 89794 members 
Entering Unmasked Estep 
Score: -10578787.000000 Penalty: 3719.353271
	Iteration 38Q: 3 clusters Score -1.057879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 89794 members 
Entering Unmasked Estep 
Score: -10578868.000000 Penalty: 3719.353271
	Iteration 39F: 3 clusters Score -1.057887e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -10578927.000000 Penalty: 3719.353271
	Iteration 40F: 3 clusters Score -1.057893e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 89705 members 
Entering Unmasked Estep 
Score: -10578935.000000 Penalty: 3719.353271
	Iteration 41Q: 3 clusters Score -1.057894e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -10579001.000000 Penalty: 3719.353271
	Iteration 42Q: 3 clusters Score -1.0579e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 89629 members 
Entering Unmasked Estep 
Score: -10579040.000000 Penalty: 3719.353271
	Iteration 43Q: 3 clusters Score -1.057904e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 89595 members 
Entering Unmasked Estep 
Score: -10579059.000000 Penalty: 3719.353271
	Iteration 44Q: 3 clusters Score -1.057906e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 89571 members 
Entering Unmasked Estep 
Score: -10579066.000000 Penalty: 3719.353271
	Iteration 45Q: 3 clusters Score -1.057907e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -10579074.000000 Penalty: 3719.353271
	Iteration 46Q: 3 clusters Score -1.057907e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -10579091.000000 Penalty: 3719.353271
	Iteration 47Q: 3 clusters Score -1.057909e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 89510 members 
Entering Unmasked Estep 
Score: -10579099.000000 Penalty: 3719.353271
	Iteration 48Q: 3 clusters Score -1.05791e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 89495 members 
Entering Unmasked Estep 
Score: -10579118.000000 Penalty: 3719.353271
	Iteration 49Q: 3 clusters Score -1.057912e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -10579122.000000 Penalty: 3719.353271
	Iteration 50Q: 3 clusters Score -1.057912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 89464 members 
Entering Unmasked Estep 
Score: -10579117.000000 Penalty: 3719.353271
	Iteration 51Q: 3 clusters Score -1.057912e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 89447 members 
Entering Unmasked Estep 
Score: -10579116.000000 Penalty: 3719.353271
	Iteration 52Q: 3 clusters Score -1.057912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 89442 members 
Entering Unmasked Estep 
Score: -10579127.000000 Penalty: 3719.353271
	Iteration 53Q: 3 clusters Score -1.057913e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 89439 members 
Entering Unmasked Estep 
Score: -10579127.000000 Penalty: 3719.353271
	Iteration 54Q: 3 clusters Score -1.057913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -10579131.000000 Penalty: 3719.353271
	Iteration 55Q: 3 clusters Score -1.057913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 89434 members 
Entering Unmasked Estep 
Score: -10579126.000000 Penalty: 3719.353271
	Iteration 56Q: 3 clusters Score -1.057913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 89431 members 
Entering Unmasked Estep 
Score: -10579127.000000 Penalty: 3719.353271
	Iteration 57Q: 3 clusters Score -1.057913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 89432 members 
Entering Unmasked Estep 
Score: -10579122.000000 Penalty: 3719.353271
	Iteration 58Q: 3 clusters Score -1.057912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 89431 members 
Entering Unmasked Estep 
Score: -10579127.000000 Penalty: 3719.353271
	Iteration 59Q: 3 clusters Score -1.057913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -10579126.000000 Penalty: 3719.353271
	Iteration 60F: 3 clusters Score -1.057913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -10579124.000000 Penalty: 3719.353271
	Iteration 61Q: 3 clusters Score -1.057912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -10579127.000000 Penalty: 3719.353271
	Iteration 62Q: 3 clusters Score -1.057913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -10579126.000000 Penalty: 3719.353271
	Iteration 63Q: 3 clusters Score -1.057913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -10579125.000000 Penalty: 3719.353271
	Iteration 64Q: 3 clusters Score -1.057912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 89426 members 
Entering Unmasked Estep 
Score: -10579118.000000 Penalty: 3719.353271
	Iteration 65Q: 3 clusters Score -1.057912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -10579118.000000 Penalty: 3719.353271
	Iteration 66Q: 3 clusters Score -1.057912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 89434 members 
Entering Unmasked Estep 
Score: -10579116.000000 Penalty: 3719.353271
	Iteration 67Q: 3 clusters Score -1.057912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 89435 members 
Entering Unmasked Estep 
Score: -10579108.000000 Penalty: 3719.353271
	Iteration 68Q: 3 clusters Score -1.057911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -10579108.000000 Penalty: 3719.353271
	Iteration 69Q: 3 clusters Score -1.057911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -10579117.000000 Penalty: 3719.353271
	Iteration 70Q: 3 clusters Score -1.057912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -10579117.000000 Penalty: 3719.353271
	Iteration 71F: 3 clusters Score -1.057912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 85849 members 
Mstep: Class 3 contains 13103 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15585 members 
Mstep: Class 6 contains 84021 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95056 members 
Mstep: Class 12 contains 78923 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26823 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40628 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32254 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8097 members 
Mstep: Class 24 contains 89433 members 
Entering Unmasked Estep 
Score: -102099472.000000 Penalty: 53515.957031
Splitting cluster 21 changes total score from -102100040.000000 to -102099472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Entering Unmasked Estep 
Score: -504217.312500 Penalty: 1371.445435
	Iteration 0F: 2 clusters Score -504217.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -500514.531250 Penalty: 2742.890869
	Iteration 0F: 3 clusters Score -500514.5 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -501469.156250 Penalty: 2742.890869
	Iteration 1F: 3 clusters Score -501469.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -501658.031250 Penalty: 2742.890869
	Iteration 2F: 3 clusters Score -501658 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -501785.125000 Penalty: 2742.890869
	Iteration 3Q: 3 clusters Score -501785.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -501902.375000 Penalty: 2742.890869
	Iteration 4Q: 3 clusters Score -501902.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -502029.031250 Penalty: 2742.890869
	Iteration 5Q: 3 clusters Score -502029 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -502158.812500 Penalty: 2742.890869
	Iteration 6Q: 3 clusters Score -502158.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -502274.437500 Penalty: 2742.890869
	Iteration 7Q: 3 clusters Score -502274.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -502425.718750 Penalty: 2742.890869
	Iteration 8Q: 3 clusters Score -502425.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -502572.875000 Penalty: 2742.890869
	Iteration 9Q: 3 clusters Score -502572.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -502696.156250 Penalty: 2742.890869
	Iteration 10Q: 3 clusters Score -502696.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -502795.343750 Penalty: 2742.890869
	Iteration 11Q: 3 clusters Score -502795.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -502867.968750 Penalty: 2742.890869
	Iteration 12Q: 3 clusters Score -502868 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -502930.906250 Penalty: 2742.890869
	Iteration 13Q: 3 clusters Score -502930.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -502992.531250 Penalty: 2742.890869
	Iteration 14Q: 3 clusters Score -502992.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -503039.687500 Penalty: 2742.890869
	Iteration 15Q: 3 clusters Score -503039.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -503074.906250 Penalty: 2742.890869
	Iteration 16Q: 3 clusters Score -503074.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -503108.718750 Penalty: 2742.890869
	Iteration 17Q: 3 clusters Score -503108.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -503144.531250 Penalty: 2742.890869
	Iteration 18Q: 3 clusters Score -503144.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -503184.312500 Penalty: 2742.890869
	Iteration 19Q: 3 clusters Score -503184.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -503217.937500 Penalty: 2742.890869
	Iteration 20F: 3 clusters Score -503217.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -503254.625000 Penalty: 2742.890869
	Iteration 21Q: 3 clusters Score -503254.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -503285.156250 Penalty: 2742.890869
	Iteration 22Q: 3 clusters Score -503285.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -503303.718750 Penalty: 2742.890869
	Iteration 23Q: 3 clusters Score -503303.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -503324.093750 Penalty: 2742.890869
	Iteration 24Q: 3 clusters Score -503324.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -503346.937500 Penalty: 2742.890869
	Iteration 25Q: 3 clusters Score -503346.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -503357.312500 Penalty: 2742.890869
	Iteration 26Q: 3 clusters Score -503357.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -503361.156250 Penalty: 2742.890869
	Iteration 27Q: 3 clusters Score -503361.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -503365.875000 Penalty: 2742.890869
	Iteration 28Q: 3 clusters Score -503365.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -503372.250000 Penalty: 2742.890869
	Iteration 29Q: 3 clusters Score -503372.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -503377.312500 Penalty: 2742.890869
	Iteration 30Q: 3 clusters Score -503377.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -503383.000000 Penalty: 2742.890869
	Iteration 31Q: 3 clusters Score -503383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -503386.625000 Penalty: 2742.890869
	Iteration 32Q: 3 clusters Score -503386.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -503387.812500 Penalty: 2742.890869
	Iteration 33Q: 3 clusters Score -503387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -503387.812500 Penalty: 2742.890869
	Iteration 34F: 3 clusters Score -503387.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Entering Unmasked Estep 
Score: -940736.750000 Penalty: 1462.377930
	Iteration 0F: 2 clusters Score -940736.8 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 4039 members 
Entering Unmasked Estep 
Score: -934791.250000 Penalty: 2924.755859
	Iteration 0F: 3 clusters Score -934791.2 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -936666.687500 Penalty: 2924.755859
	Iteration 1F: 3 clusters Score -936666.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -937000.937500 Penalty: 2924.755859
	Iteration 2F: 3 clusters Score -937000.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -937340.625000 Penalty: 2924.755859
	Iteration 3F: 3 clusters Score -937340.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -937693.000000 Penalty: 2924.755859
	Iteration 4F: 3 clusters Score -937693 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -938111.625000 Penalty: 2924.755859
	Iteration 5F: 3 clusters Score -938111.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -938564.250000 Penalty: 2924.755859
	Iteration 6F: 3 clusters Score -938564.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -939033.750000 Penalty: 2924.755859
	Iteration 7F: 3 clusters Score -939033.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -939430.250000 Penalty: 2924.755859
	Iteration 8F: 3 clusters Score -939430.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -939688.812500 Penalty: 2924.755859
	Iteration 9Q: 3 clusters Score -939688.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -939822.687500 Penalty: 2924.755859
	Iteration 10Q: 3 clusters Score -939822.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -939915.750000 Penalty: 2924.755859
	Iteration 11Q: 3 clusters Score -939915.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -939970.062500 Penalty: 2924.755859
	Iteration 12Q: 3 clusters Score -939970.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -940008.187500 Penalty: 2924.755859
	Iteration 13Q: 3 clusters Score -940008.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -940029.000000 Penalty: 2924.755859
	Iteration 14Q: 3 clusters Score -940029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -940035.500000 Penalty: 2924.755859
	Iteration 15Q: 3 clusters Score -940035.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -940046.687500 Penalty: 2924.755859
	Iteration 16Q: 3 clusters Score -940046.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -940054.375000 Penalty: 2924.755859
	Iteration 17Q: 3 clusters Score -940054.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -940059.000000 Penalty: 2924.755859
	Iteration 18Q: 3 clusters Score -940059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -940062.375000 Penalty: 2924.755859
	Iteration 19Q: 3 clusters Score -940062.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -940066.062500 Penalty: 2924.755859
	Iteration 20F: 3 clusters Score -940066.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -940065.187500 Penalty: 2924.755859
	Iteration 21Q: 3 clusters Score -940065.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -940066.125000 Penalty: 2924.755859
	Iteration 22Q: 3 clusters Score -940066.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -940068.812500 Penalty: 2924.755859
	Iteration 23Q: 3 clusters Score -940068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -940067.750000 Penalty: 2924.755859
	Iteration 24Q: 3 clusters Score -940067.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -940068.750000 Penalty: 2924.755859
	Iteration 25Q: 3 clusters Score -940068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -940069.312500 Penalty: 2924.755859
	Iteration 26Q: 3 clusters Score -940069.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -940071.937500 Penalty: 2924.755859
	Iteration 27Q: 3 clusters Score -940071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -940072.625000 Penalty: 2924.755859
	Iteration 28Q: 3 clusters Score -940072.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -940074.250000 Penalty: 2924.755859
	Iteration 29Q: 3 clusters Score -940074.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -940072.750000 Penalty: 2924.755859
	Iteration 30Q: 3 clusters Score -940072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -940075.625000 Penalty: 2924.755859
	Iteration 31Q: 3 clusters Score -940075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -940075.250000 Penalty: 2924.755859
	Iteration 32Q: 3 clusters Score -940075.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -940074.937500 Penalty: 2924.755859
	Iteration 33Q: 3 clusters Score -940074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -940075.437500 Penalty: 2924.755859
	Iteration 34Q: 3 clusters Score -940075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -940074.187500 Penalty: 2924.755859
	Iteration 35Q: 3 clusters Score -940074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -940074.187500 Penalty: 2924.755859
	Iteration 36F: 3 clusters Score -940074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 85849 members 
Mstep: Class 3 contains 13103 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15585 members 
Mstep: Class 6 contains 84021 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95056 members 
Mstep: Class 12 contains 78923 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26823 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40628 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32254 members 
Mstep: Class 21 contains 93355 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100104.000000 Penalty: 51286.125000
Iteration 319Q: 24 clusters Score -1.021001e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 85838 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15588 members 
Mstep: Class 6 contains 84028 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176017 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95059 members 
Mstep: Class 12 contains 78927 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26823 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40628 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32248 members 
Mstep: Class 21 contains 93356 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100072.000000 Penalty: 51286.125000
Iteration 320F: 24 clusters Score -1.021001e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 85836 members 
Mstep: Class 3 contains 13093 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15588 members 
Mstep: Class 6 contains 84046 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176016 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95058 members 
Mstep: Class 12 contains 78924 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40628 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32246 members 
Mstep: Class 21 contains 93359 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100176.000000 Penalty: 51286.125000
Iteration 321Q: 24 clusters Score -1.021002e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79061 members 
Mstep: Class 2 contains 85837 members 
Mstep: Class 3 contains 13084 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15590 members 
Mstep: Class 6 contains 84064 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176016 members 
Mstep: Class 9 contains 48389 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95059 members 
Mstep: Class 12 contains 78922 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40628 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32244 members 
Mstep: Class 21 contains 93362 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100112.000000 Penalty: 51286.125000
Iteration 322Q: 24 clusters Score -1.021001e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79057 members 
Mstep: Class 2 contains 85826 members 
Mstep: Class 3 contains 13071 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15594 members 
Mstep: Class 6 contains 84071 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176016 members 
Mstep: Class 9 contains 48389 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95061 members 
Mstep: Class 12 contains 78937 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40628 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32242 members 
Mstep: Class 21 contains 93364 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100032.000000 Penalty: 51286.125000
Iteration 323Q: 24 clusters Score -1.021e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79058 members 
Mstep: Class 2 contains 85824 members 
Mstep: Class 3 contains 13063 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15595 members 
Mstep: Class 6 contains 84082 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176016 members 
Mstep: Class 9 contains 48389 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78934 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40628 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93366 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100008.000000 Penalty: 51286.125000
Iteration 324Q: 24 clusters Score -1.021e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 85821 members 
Mstep: Class 3 contains 13061 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15596 members 
Mstep: Class 6 contains 84084 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176015 members 
Mstep: Class 9 contains 48389 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95062 members 
Mstep: Class 12 contains 78932 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40628 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93367 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100040.000000 Penalty: 51286.125000
Iteration 325Q: 24 clusters Score -1.021e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 85811 members 
Mstep: Class 3 contains 13059 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15595 members 
Mstep: Class 6 contains 84094 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48389 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95062 members 
Mstep: Class 12 contains 78930 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40628 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93368 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100096.000000 Penalty: 51286.125000
Iteration 326Q: 24 clusters Score -1.021001e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79073 members 
Mstep: Class 2 contains 85804 members 
Mstep: Class 3 contains 13056 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15596 members 
Mstep: Class 6 contains 84099 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176013 members 
Mstep: Class 9 contains 48389 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95062 members 
Mstep: Class 12 contains 78932 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40628 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100096.000000 Penalty: 51286.125000
Iteration 327Q: 24 clusters Score -1.021001e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 85805 members 
Mstep: Class 3 contains 13053 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15595 members 
Mstep: Class 6 contains 84107 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176012 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95064 members 
Mstep: Class 12 contains 78928 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40629 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100072.000000 Penalty: 51286.125000
Iteration 328Q: 24 clusters Score -1.021001e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 85808 members 
Mstep: Class 3 contains 13050 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15594 members 
Mstep: Class 6 contains 84113 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95067 members 
Mstep: Class 12 contains 78919 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40630 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100152.000000 Penalty: 51286.125000
Iteration 329Q: 24 clusters Score -1.021002e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 85815 members 
Mstep: Class 3 contains 13041 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15596 members 
Mstep: Class 6 contains 84120 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176010 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95066 members 
Mstep: Class 12 contains 78907 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100024.000000 Penalty: 51286.125000
Iteration 330Q: 24 clusters Score -1.021e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 85821 members 
Mstep: Class 3 contains 13035 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15596 members 
Mstep: Class 6 contains 84132 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176010 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95067 members 
Mstep: Class 12 contains 78898 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100072.000000 Penalty: 51286.125000
Iteration 331Q: 24 clusters Score -1.021001e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 85822 members 
Mstep: Class 3 contains 13032 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15594 members 
Mstep: Class 6 contains 84144 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176010 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95069 members 
Mstep: Class 12 contains 78892 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100064.000000 Penalty: 51286.125000
Iteration 332Q: 24 clusters Score -1.021001e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79068 members 
Mstep: Class 2 contains 85821 members 
Mstep: Class 3 contains 13029 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15590 members 
Mstep: Class 6 contains 84163 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176010 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95069 members 
Mstep: Class 12 contains 78886 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100096.000000 Penalty: 51286.125000
Iteration 333Q: 24 clusters Score -1.021001e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 85817 members 
Mstep: Class 3 contains 13026 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15589 members 
Mstep: Class 6 contains 84186 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176010 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95068 members 
Mstep: Class 12 contains 78871 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100016.000000 Penalty: 51286.125000
Iteration 334Q: 24 clusters Score -1.021e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 85814 members 
Mstep: Class 3 contains 13025 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15586 members 
Mstep: Class 6 contains 84203 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176010 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95067 members 
Mstep: Class 12 contains 78859 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100016.000000 Penalty: 51286.125000
Iteration 335Q: 24 clusters Score -1.021e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 85799 members 
Mstep: Class 3 contains 13022 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15586 members 
Mstep: Class 6 contains 84215 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176010 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95067 members 
Mstep: Class 12 contains 78863 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100088.000000 Penalty: 51286.125000
Iteration 336Q: 24 clusters Score -1.021001e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 85785 members 
Mstep: Class 3 contains 13017 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15584 members 
Mstep: Class 6 contains 84233 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176010 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95067 members 
Mstep: Class 12 contains 78861 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100072.000000 Penalty: 51286.125000
Iteration 337Q: 24 clusters Score -1.021001e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 85767 members 
Mstep: Class 3 contains 13008 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15582 members 
Mstep: Class 6 contains 84259 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176010 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95070 members 
Mstep: Class 12 contains 78856 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100056.000000 Penalty: 51286.125000
Iteration 338Q: 24 clusters Score -1.021001e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 85751 members 
Mstep: Class 3 contains 13006 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15580 members 
Mstep: Class 6 contains 84277 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176010 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95071 members 
Mstep: Class 12 contains 78854 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100056.000000 Penalty: 51286.125000
Iteration 339Q: 24 clusters Score -1.021001e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 85752 members 
Mstep: Class 3 contains 13004 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15577 members 
Mstep: Class 6 contains 84275 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176010 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95072 members 
Mstep: Class 12 contains 78863 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100032.000000 Penalty: 51286.125000
Iteration 340F: 24 clusters Score -1.021e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 85756 members 
Mstep: Class 3 contains 12999 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 84275 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176010 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95072 members 
Mstep: Class 12 contains 78867 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100056.000000 Penalty: 51286.125000
Iteration 341Q: 24 clusters Score -1.021001e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 85751 members 
Mstep: Class 3 contains 12996 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15577 members 
Mstep: Class 6 contains 84270 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176010 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95070 members 
Mstep: Class 12 contains 78882 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100056.000000 Penalty: 51286.125000
Iteration 342Q: 24 clusters Score -1.021001e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 85744 members 
Mstep: Class 3 contains 12992 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15579 members 
Mstep: Class 6 contains 84265 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176010 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95069 members 
Mstep: Class 12 contains 78895 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100072.000000 Penalty: 51286.125000
Iteration 343Q: 24 clusters Score -1.021001e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 85739 members 
Mstep: Class 3 contains 12991 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15579 members 
Mstep: Class 6 contains 84260 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95068 members 
Mstep: Class 12 contains 78910 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100056.000000 Penalty: 51286.125000
Iteration 344Q: 24 clusters Score -1.021001e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 85740 members 
Mstep: Class 3 contains 12990 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15579 members 
Mstep: Class 6 contains 84252 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95069 members 
Mstep: Class 12 contains 78922 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100112.000000 Penalty: 51286.125000
Iteration 345Q: 24 clusters Score -1.021001e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 85744 members 
Mstep: Class 3 contains 12990 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15578 members 
Mstep: Class 6 contains 84251 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95068 members 
Mstep: Class 12 contains 78925 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5004 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100136.000000 Penalty: 51286.125000
Iteration 346Q: 24 clusters Score -1.021001e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 85743 members 
Mstep: Class 3 contains 12990 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15578 members 
Mstep: Class 6 contains 84249 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95068 members 
Mstep: Class 12 contains 78930 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5003 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100048.000000 Penalty: 51286.125000
Iteration 347Q: 24 clusters Score -1.021e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 85741 members 
Mstep: Class 3 contains 12990 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15577 members 
Mstep: Class 6 contains 84247 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95068 members 
Mstep: Class 12 contains 78935 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100016.000000 Penalty: 51286.125000
Iteration 348Q: 24 clusters Score -1.021e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 85745 members 
Mstep: Class 3 contains 12989 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15577 members 
Mstep: Class 6 contains 84248 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95067 members 
Mstep: Class 12 contains 78933 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099984.000000 Penalty: 51286.125000
Iteration 349Q: 24 clusters Score -1.021e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 85743 members 
Mstep: Class 3 contains 12987 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15577 members 
Mstep: Class 6 contains 84252 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95065 members 
Mstep: Class 12 contains 78930 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100064.000000 Penalty: 51286.125000
Iteration 350Q: 24 clusters Score -1.021001e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 85743 members 
Mstep: Class 3 contains 12985 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15577 members 
Mstep: Class 6 contains 84252 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95066 members 
Mstep: Class 12 contains 78933 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100072.000000 Penalty: 51286.125000
Iteration 351Q: 24 clusters Score -1.021001e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 85744 members 
Mstep: Class 3 contains 12984 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15577 members 
Mstep: Class 6 contains 84254 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95066 members 
Mstep: Class 12 contains 78932 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100064.000000 Penalty: 51286.125000
Iteration 352Q: 24 clusters Score -1.021001e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 85744 members 
Mstep: Class 3 contains 12983 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15578 members 
Mstep: Class 6 contains 84251 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95065 members 
Mstep: Class 12 contains 78937 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100064.000000 Penalty: 51286.125000
Iteration 353Q: 24 clusters Score -1.021001e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 85748 members 
Mstep: Class 3 contains 12982 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15579 members 
Mstep: Class 6 contains 84250 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95065 members 
Mstep: Class 12 contains 78935 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100104.000000 Penalty: 51286.125000
Iteration 354Q: 24 clusters Score -1.021001e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 85745 members 
Mstep: Class 3 contains 12980 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15578 members 
Mstep: Class 6 contains 84247 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95065 members 
Mstep: Class 12 contains 78942 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100088.000000 Penalty: 51286.125000
Iteration 355Q: 24 clusters Score -1.021001e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 85744 members 
Mstep: Class 3 contains 12979 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15578 members 
Mstep: Class 6 contains 84242 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95066 members 
Mstep: Class 12 contains 78949 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100080.000000 Penalty: 51286.125000
Iteration 356Q: 24 clusters Score -1.021001e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 85745 members 
Mstep: Class 3 contains 12978 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15578 members 
Mstep: Class 6 contains 84238 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95065 members 
Mstep: Class 12 contains 78953 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100056.000000 Penalty: 51286.125000
Iteration 357Q: 24 clusters Score -1.021001e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 85748 members 
Mstep: Class 3 contains 12977 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15577 members 
Mstep: Class 6 contains 84231 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95065 members 
Mstep: Class 12 contains 78958 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100160.000000 Penalty: 51286.125000
Iteration 358Q: 24 clusters Score -1.021002e+08 nChanged 22
Entering ConstructFrom: 
Score: -102100160.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (79088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79088 members 
Entering Unmasked Estep 
Score: -9192340.000000 Penalty: 1832.726440
	Iteration 0F: 2 clusters Score -9192340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -9139940.000000 Penalty: 3665.452881
	Iteration 0F: 3 clusters Score -9139940 nChanged 37235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -9160909.000000 Penalty: 3665.452881
	Iteration 1F: 3 clusters Score -9160909 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -9161371.000000 Penalty: 3665.452881
	Iteration 2Q: 3 clusters Score -9161371 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -9161941.000000 Penalty: 3665.452881
	Iteration 3Q: 3 clusters Score -9161941 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -9162576.000000 Penalty: 3665.452881
	Iteration 4Q: 3 clusters Score -9162576 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -9163430.000000 Penalty: 3665.452881
	Iteration 5Q: 3 clusters Score -9163430 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -9164482.000000 Penalty: 3665.452881
	Iteration 6Q: 3 clusters Score -9164482 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -9166281.000000 Penalty: 3665.452881
	Iteration 7Q: 3 clusters Score -9166281 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -9169239.000000 Penalty: 3665.452881
	Iteration 8F: 3 clusters Score -9169239 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -9173512.000000 Penalty: 3665.452881
	Iteration 9F: 3 clusters Score -9173512 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -9178555.000000 Penalty: 3665.452881
	Iteration 10F: 3 clusters Score -9178555 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67899 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -9182918.000000 Penalty: 3665.452881
	Iteration 11F: 3 clusters Score -9182918 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71362 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -9185913.000000 Penalty: 3665.452881
	Iteration 12Q: 3 clusters Score -9185913 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -9187665.000000 Penalty: 3665.452881
	Iteration 13Q: 3 clusters Score -9187665 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75147 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -9188651.000000 Penalty: 3665.452881
	Iteration 14Q: 3 clusters Score -9188651 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -9189351.000000 Penalty: 3665.452881
	Iteration 15Q: 3 clusters Score -9189351 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76893 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -9189786.000000 Penalty: 3665.452881
	Iteration 16Q: 3 clusters Score -9189786 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -9190096.000000 Penalty: 3665.452881
	Iteration 17Q: 3 clusters Score -9190096 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9190279.000000 Penalty: 3665.452881
	Iteration 18Q: 3 clusters Score -9190279 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -9190411.000000 Penalty: 3665.452881
	Iteration 19Q: 3 clusters Score -9190411 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78023 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9190492.000000 Penalty: 3665.452881
	Iteration 20F: 3 clusters Score -9190492 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78123 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9190556.000000 Penalty: 3665.452881
	Iteration 21Q: 3 clusters Score -9190556 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78182 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9190613.000000 Penalty: 3665.452881
	Iteration 22Q: 3 clusters Score -9190613 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78232 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9190636.000000 Penalty: 3665.452881
	Iteration 23Q: 3 clusters Score -9190636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78273 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9190678.000000 Penalty: 3665.452881
	Iteration 24Q: 3 clusters Score -9190678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78305 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9190706.000000 Penalty: 3665.452881
	Iteration 25Q: 3 clusters Score -9190706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9190707.000000 Penalty: 3665.452881
	Iteration 26Q: 3 clusters Score -9190707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78348 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9190731.000000 Penalty: 3665.452881
	Iteration 27Q: 3 clusters Score -9190731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78382 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9190751.000000 Penalty: 3665.452881
	Iteration 28Q: 3 clusters Score -9190751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9190761.000000 Penalty: 3665.452881
	Iteration 29Q: 3 clusters Score -9190761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9190765.000000 Penalty: 3665.452881
	Iteration 30Q: 3 clusters Score -9190765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78415 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9190774.000000 Penalty: 3665.452881
	Iteration 31Q: 3 clusters Score -9190774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9190778.000000 Penalty: 3665.452881
	Iteration 32Q: 3 clusters Score -9190778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78423 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9190785.000000 Penalty: 3665.452881
	Iteration 33Q: 3 clusters Score -9190785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9190786.000000 Penalty: 3665.452881
	Iteration 34Q: 3 clusters Score -9190786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9190794.000000 Penalty: 3665.452881
	Iteration 35Q: 3 clusters Score -9190794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78433 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9190798.000000 Penalty: 3665.452881
	Iteration 36Q: 3 clusters Score -9190798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9190806.000000 Penalty: 3665.452881
	Iteration 37Q: 3 clusters Score -9190806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9190816.000000 Penalty: 3665.452881
	Iteration 38Q: 3 clusters Score -9190816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9190820.000000 Penalty: 3665.452881
	Iteration 39Q: 3 clusters Score -9190820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9190817.000000 Penalty: 3665.452881
	Iteration 40F: 3 clusters Score -9190817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9190817.000000 Penalty: 3665.452881
	Iteration 41Q: 3 clusters Score -9190817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78443 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9190819.000000 Penalty: 3665.452881
	Iteration 42Q: 3 clusters Score -9190819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9190818.000000 Penalty: 3665.452881
	Iteration 43Q: 3 clusters Score -9190818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9190820.000000 Penalty: 3665.452881
	Iteration 44Q: 3 clusters Score -9190820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9190823.000000 Penalty: 3665.452881
	Iteration 45Q: 3 clusters Score -9190823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9190823.000000 Penalty: 3665.452881
	Iteration 46F: 3 clusters Score -9190823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (85758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85758 members 
Entering Unmasked Estep 
Score: -10012361.000000 Penalty: 1845.883667
	Iteration 0F: 2 clusters Score -1.001236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -9955623.000000 Penalty: 3691.767334
	Iteration 0F: 3 clusters Score -9955623 nChanged 40866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -9979140.000000 Penalty: 3691.767334
	Iteration 1F: 3 clusters Score -9979140 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -9979429.000000 Penalty: 3691.767334
	Iteration 2Q: 3 clusters Score -9979429 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -9979930.000000 Penalty: 3691.767334
	Iteration 3Q: 3 clusters Score -9979930 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -9980506.000000 Penalty: 3691.767334
	Iteration 4Q: 3 clusters Score -9980506 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -9981364.000000 Penalty: 3691.767334
	Iteration 5Q: 3 clusters Score -9981364 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -9982861.000000 Penalty: 3691.767334
	Iteration 6Q: 3 clusters Score -9982861 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -9985255.000000 Penalty: 3691.767334
	Iteration 7Q: 3 clusters Score -9985255 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -9988988.000000 Penalty: 3691.767334
	Iteration 8F: 3 clusters Score -9988988 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -9993473.000000 Penalty: 3691.767334
	Iteration 9F: 3 clusters Score -9993473 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -9997524.000000 Penalty: 3691.767334
	Iteration 10F: 3 clusters Score -9997524 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -10000306.000000 Penalty: 3691.767334
	Iteration 11Q: 3 clusters Score -1.000031e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68424 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -10001944.000000 Penalty: 3691.767334
	Iteration 12Q: 3 clusters Score -1.000194e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -10003230.000000 Penalty: 3691.767334
	Iteration 13Q: 3 clusters Score -1.000323e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -10004392.000000 Penalty: 3691.767334
	Iteration 14Q: 3 clusters Score -1.000439e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72460 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -10005309.000000 Penalty: 3691.767334
	Iteration 15Q: 3 clusters Score -1.000531e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73477 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -10006150.000000 Penalty: 3691.767334
	Iteration 16Q: 3 clusters Score -1.000615e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -10006751.000000 Penalty: 3691.767334
	Iteration 17Q: 3 clusters Score -1.000675e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -10007258.000000 Penalty: 3691.767334
	Iteration 18Q: 3 clusters Score -1.000726e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -10007618.000000 Penalty: 3691.767334
	Iteration 19Q: 3 clusters Score -1.000762e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -10007901.000000 Penalty: 3691.767334
	Iteration 20F: 3 clusters Score -1.00079e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76386 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -10008197.000000 Penalty: 3691.767334
	Iteration 21Q: 3 clusters Score -1.00082e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76726 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -10008432.000000 Penalty: 3691.767334
	Iteration 22Q: 3 clusters Score -1.000843e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -10008580.000000 Penalty: 3691.767334
	Iteration 23Q: 3 clusters Score -1.000858e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -10008739.000000 Penalty: 3691.767334
	Iteration 24Q: 3 clusters Score -1.000874e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77391 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -10008868.000000 Penalty: 3691.767334
	Iteration 25Q: 3 clusters Score -1.000887e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -10008995.000000 Penalty: 3691.767334
	Iteration 26Q: 3 clusters Score -1.0009e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -10009174.000000 Penalty: 3691.767334
	Iteration 27Q: 3 clusters Score -1.000917e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -10009321.000000 Penalty: 3691.767334
	Iteration 28Q: 3 clusters Score -1.000932e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77858 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -10009462.000000 Penalty: 3691.767334
	Iteration 29Q: 3 clusters Score -1.000946e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77878 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -10009580.000000 Penalty: 3691.767334
	Iteration 30Q: 3 clusters Score -1.000958e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -10009691.000000 Penalty: 3691.767334
	Iteration 31Q: 3 clusters Score -1.000969e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77872 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -10009794.000000 Penalty: 3691.767334
	Iteration 32Q: 3 clusters Score -1.000979e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -10009866.000000 Penalty: 3691.767334
	Iteration 33Q: 3 clusters Score -1.000987e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -10009967.000000 Penalty: 3691.767334
	Iteration 34Q: 3 clusters Score -1.000997e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -10010069.000000 Penalty: 3691.767334
	Iteration 35Q: 3 clusters Score -1.001007e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77566 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -10010139.000000 Penalty: 3691.767334
	Iteration 36Q: 3 clusters Score -1.001014e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -10010216.000000 Penalty: 3691.767334
	Iteration 37Q: 3 clusters Score -1.001022e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77342 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -10010280.000000 Penalty: 3691.767334
	Iteration 38Q: 3 clusters Score -1.001028e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -10010279.000000 Penalty: 3691.767334
	Iteration 39Q: 3 clusters Score -1.001028e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -10010404.000000 Penalty: 3691.767334
	Iteration 40F: 3 clusters Score -1.00104e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -10010498.000000 Penalty: 3691.767334
	Iteration 41Q: 3 clusters Score -1.00105e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76954 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -10010560.000000 Penalty: 3691.767334
	Iteration 42Q: 3 clusters Score -1.001056e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -10010606.000000 Penalty: 3691.767334
	Iteration 43Q: 3 clusters Score -1.001061e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -10010635.000000 Penalty: 3691.767334
	Iteration 44Q: 3 clusters Score -1.001064e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76746 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -10010654.000000 Penalty: 3691.767334
	Iteration 45Q: 3 clusters Score -1.001065e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -10010644.000000 Penalty: 3691.767334
	Iteration 46Q: 3 clusters Score -1.001064e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -10010643.000000 Penalty: 3691.767334
	Iteration 47Q: 3 clusters Score -1.001064e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -10010641.000000 Penalty: 3691.767334
	Iteration 48Q: 3 clusters Score -1.001064e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -10010650.000000 Penalty: 3691.767334
	Iteration 49Q: 3 clusters Score -1.001065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76675 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -10010635.000000 Penalty: 3691.767334
	Iteration 50Q: 3 clusters Score -1.001064e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -10010653.000000 Penalty: 3691.767334
	Iteration 51Q: 3 clusters Score -1.001065e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -10010637.000000 Penalty: 3691.767334
	Iteration 52Q: 3 clusters Score -1.001064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -10010624.000000 Penalty: 3691.767334
	Iteration 53Q: 3 clusters Score -1.001062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -10010632.000000 Penalty: 3691.767334
	Iteration 54Q: 3 clusters Score -1.001063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -10010636.000000 Penalty: 3691.767334
	Iteration 55Q: 3 clusters Score -1.001064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76634 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -10010636.000000 Penalty: 3691.767334
	Iteration 56Q: 3 clusters Score -1.001064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76633 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -10010639.000000 Penalty: 3691.767334
	Iteration 57Q: 3 clusters Score -1.001064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -10010638.000000 Penalty: 3691.767334
	Iteration 58Q: 3 clusters Score -1.001064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -10010644.000000 Penalty: 3691.767334
	Iteration 59Q: 3 clusters Score -1.001064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -10010644.000000 Penalty: 3691.767334
	Iteration 60F: 3 clusters Score -1.001064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -10010641.000000 Penalty: 3691.767334
	Iteration 61Q: 3 clusters Score -1.001064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -10010653.000000 Penalty: 3691.767334
	Iteration 62Q: 3 clusters Score -1.001065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -10010653.000000 Penalty: 3691.767334
	Iteration 63F: 3 clusters Score -1.001065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Entering Unmasked Estep 
Score: -1502948.375000 Penalty: 1539.026733
	Iteration 0F: 2 clusters Score -1502948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1493835.375000 Penalty: 3078.053467
	Iteration 0F: 3 clusters Score -1493835 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1496923.250000 Penalty: 3078.053467
	Iteration 1F: 3 clusters Score -1496923 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1497330.750000 Penalty: 3078.053467
	Iteration 2F: 3 clusters Score -1497331 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1497854.000000 Penalty: 3078.053467
	Iteration 3F: 3 clusters Score -1497854 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1498518.875000 Penalty: 3078.053467
	Iteration 4F: 3 clusters Score -1498519 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1499328.750000 Penalty: 3078.053467
	Iteration 5F: 3 clusters Score -1499329 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1500207.000000 Penalty: 3078.053467
	Iteration 6F: 3 clusters Score -1500207 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1501148.000000 Penalty: 3078.053467
	Iteration 7F: 3 clusters Score -1501148 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1501890.625000 Penalty: 3078.053467
	Iteration 8F: 3 clusters Score -1501891 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1502222.000000 Penalty: 3078.053467
	Iteration 9Q: 3 clusters Score -1502222 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1502314.375000 Penalty: 3078.053467
	Iteration 10Q: 3 clusters Score -1502314 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1502350.500000 Penalty: 3078.053467
	Iteration 11Q: 3 clusters Score -1502350 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1502365.000000 Penalty: 3078.053467
	Iteration 12Q: 3 clusters Score -1502365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1502371.000000 Penalty: 3078.053467
	Iteration 13Q: 3 clusters Score -1502371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1502372.500000 Penalty: 3078.053467
	Iteration 14Q: 3 clusters Score -1502372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1502374.375000 Penalty: 3078.053467
	Iteration 15Q: 3 clusters Score -1502374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1502380.375000 Penalty: 3078.053467
	Iteration 16Q: 3 clusters Score -1502380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1502379.375000 Penalty: 3078.053467
	Iteration 17Q: 3 clusters Score -1502379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1502380.000000 Penalty: 3078.053467
	Iteration 18Q: 3 clusters Score -1502380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1502381.375000 Penalty: 3078.053467
	Iteration 19Q: 3 clusters Score -1502381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1502382.125000 Penalty: 3078.053467
	Iteration 20F: 3 clusters Score -1502382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1502383.000000 Penalty: 3078.053467
	Iteration 21Q: 3 clusters Score -1502383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1502383.000000 Penalty: 3078.053467
	Iteration 22F: 3 clusters Score -1502383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Entering Unmasked Estep 
Score: -1135659.750000 Penalty: 1495.358765
	Iteration 0F: 2 clusters Score -1135660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1128552.625000 Penalty: 2990.717529
	Iteration 0F: 3 clusters Score -1128553 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1130944.250000 Penalty: 2990.717529
	Iteration 1F: 3 clusters Score -1130944 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1131257.875000 Penalty: 2990.717529
	Iteration 2F: 3 clusters Score -1131258 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1131557.125000 Penalty: 2990.717529
	Iteration 3F: 3 clusters Score -1131557 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1131891.875000 Penalty: 2990.717529
	Iteration 4F: 3 clusters Score -1131892 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1132267.375000 Penalty: 2990.717529
	Iteration 5F: 3 clusters Score -1132267 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1132573.000000 Penalty: 2990.717529
	Iteration 6Q: 3 clusters Score -1132573 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1132846.250000 Penalty: 2990.717529
	Iteration 7Q: 3 clusters Score -1132846 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1133082.250000 Penalty: 2990.717529
	Iteration 8Q: 3 clusters Score -1133082 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1133268.875000 Penalty: 2990.717529
	Iteration 9Q: 3 clusters Score -1133269 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1133376.125000 Penalty: 2990.717529
	Iteration 10Q: 3 clusters Score -1133376 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1133459.875000 Penalty: 2990.717529
	Iteration 11Q: 3 clusters Score -1133460 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1133528.625000 Penalty: 2990.717529
	Iteration 12Q: 3 clusters Score -1133529 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1133581.875000 Penalty: 2990.717529
	Iteration 13Q: 3 clusters Score -1133582 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1133625.750000 Penalty: 2990.717529
	Iteration 14Q: 3 clusters Score -1133626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1133662.750000 Penalty: 2990.717529
	Iteration 15Q: 3 clusters Score -1133663 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1133701.625000 Penalty: 2990.717529
	Iteration 16Q: 3 clusters Score -1133702 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1133736.125000 Penalty: 2990.717529
	Iteration 17Q: 3 clusters Score -1133736 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1133780.500000 Penalty: 2990.717529
	Iteration 18Q: 3 clusters Score -1133780 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1133819.875000 Penalty: 2990.717529
	Iteration 19Q: 3 clusters Score -1133820 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1133857.000000 Penalty: 2990.717529
	Iteration 20F: 3 clusters Score -1133857 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1133891.500000 Penalty: 2990.717529
	Iteration 21Q: 3 clusters Score -1133892 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1133916.875000 Penalty: 2990.717529
	Iteration 22Q: 3 clusters Score -1133917 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1133937.375000 Penalty: 2990.717529
	Iteration 23Q: 3 clusters Score -1133937 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1133962.125000 Penalty: 2990.717529
	Iteration 24Q: 3 clusters Score -1133962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1133983.875000 Penalty: 2990.717529
	Iteration 25Q: 3 clusters Score -1133984 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1134004.125000 Penalty: 2990.717529
	Iteration 26Q: 3 clusters Score -1134004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1134025.250000 Penalty: 2990.717529
	Iteration 27Q: 3 clusters Score -1134025 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1134044.500000 Penalty: 2990.717529
	Iteration 28Q: 3 clusters Score -1134044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1134058.500000 Penalty: 2990.717529
	Iteration 29Q: 3 clusters Score -1134058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1134077.000000 Penalty: 2990.717529
	Iteration 30Q: 3 clusters Score -1134077 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1134090.500000 Penalty: 2990.717529
	Iteration 31Q: 3 clusters Score -1134090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1134102.375000 Penalty: 2990.717529
	Iteration 32Q: 3 clusters Score -1134102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1134110.750000 Penalty: 2990.717529
	Iteration 33Q: 3 clusters Score -1134111 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1134116.250000 Penalty: 2990.717529
	Iteration 34Q: 3 clusters Score -1134116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1134128.375000 Penalty: 2990.717529
	Iteration 35Q: 3 clusters Score -1134128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1134136.625000 Penalty: 2990.717529
	Iteration 36Q: 3 clusters Score -1134137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1134140.500000 Penalty: 2990.717529
	Iteration 37Q: 3 clusters Score -1134140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1134146.750000 Penalty: 2990.717529
	Iteration 38Q: 3 clusters Score -1134147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1134153.625000 Penalty: 2990.717529
	Iteration 39Q: 3 clusters Score -1134154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1134158.375000 Penalty: 2990.717529
	Iteration 40F: 3 clusters Score -1134158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1134159.500000 Penalty: 2990.717529
	Iteration 41Q: 3 clusters Score -1134160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1134164.625000 Penalty: 2990.717529
	Iteration 42Q: 3 clusters Score -1134165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1134166.375000 Penalty: 2990.717529
	Iteration 43Q: 3 clusters Score -1134166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1134169.000000 Penalty: 2990.717529
	Iteration 44Q: 3 clusters Score -1134169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1134169.625000 Penalty: 2990.717529
	Iteration 45Q: 3 clusters Score -1134170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1134169.625000 Penalty: 2990.717529
	Iteration 46Q: 3 clusters Score -1134170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1134168.000000 Penalty: 2990.717529
	Iteration 47Q: 3 clusters Score -1134168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1134168.250000 Penalty: 2990.717529
	Iteration 48Q: 3 clusters Score -1134168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1134167.875000 Penalty: 2990.717529
	Iteration 49Q: 3 clusters Score -1134168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1134167.625000 Penalty: 2990.717529
	Iteration 50Q: 3 clusters Score -1134168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1134168.500000 Penalty: 2990.717529
	Iteration 51Q: 3 clusters Score -1134168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1134166.125000 Penalty: 2990.717529
	Iteration 52Q: 3 clusters Score -1134166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1134169.500000 Penalty: 2990.717529
	Iteration 53Q: 3 clusters Score -1134170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1134169.750000 Penalty: 2990.717529
	Iteration 54Q: 3 clusters Score -1134170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1134170.000000 Penalty: 2990.717529
	Iteration 55Q: 3 clusters Score -1134170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1134169.250000 Penalty: 2990.717529
	Iteration 56Q: 3 clusters Score -1134169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1134169.250000 Penalty: 2990.717529
	Iteration 57Q: 3 clusters Score -1134169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1134170.375000 Penalty: 2990.717529
	Iteration 58Q: 3 clusters Score -1134170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1134168.875000 Penalty: 2990.717529
	Iteration 59Q: 3 clusters Score -1134169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1134170.875000 Penalty: 2990.717529
	Iteration 60F: 3 clusters Score -1134171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1134170.750000 Penalty: 2990.717529
	Iteration 61Q: 3 clusters Score -1134171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1134171.500000 Penalty: 2990.717529
	Iteration 62Q: 3 clusters Score -1134172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1134172.000000 Penalty: 2990.717529
	Iteration 63Q: 3 clusters Score -1134172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1134173.125000 Penalty: 2990.717529
	Iteration 64Q: 3 clusters Score -1134173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1134172.000000 Penalty: 2990.717529
	Iteration 65Q: 3 clusters Score -1134172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1134172.750000 Penalty: 2990.717529
	Iteration 66Q: 3 clusters Score -1134173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1134173.250000 Penalty: 2990.717529
	Iteration 67Q: 3 clusters Score -1134173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1134172.875000 Penalty: 2990.717529
	Iteration 68Q: 3 clusters Score -1134173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1134173.625000 Penalty: 2990.717529
	Iteration 69Q: 3 clusters Score -1134174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1134174.875000 Penalty: 2990.717529
	Iteration 70Q: 3 clusters Score -1134175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1134175.500000 Penalty: 2990.717529
	Iteration 71Q: 3 clusters Score -1134176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1134176.500000 Penalty: 2990.717529
	Iteration 72Q: 3 clusters Score -1134176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1134175.250000 Penalty: 2990.717529
	Iteration 73Q: 3 clusters Score -1134175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1134176.250000 Penalty: 2990.717529
	Iteration 74Q: 3 clusters Score -1134176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1134176.250000 Penalty: 2990.717529
	Iteration 75F: 3 clusters Score -1134176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Entering Unmasked Estep 
Score: -1729104.875000 Penalty: 1568.702026
	Iteration 0F: 2 clusters Score -1729105 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 7802 members 
Entering Unmasked Estep 
Score: -1718239.125000 Penalty: 3137.404053
	Iteration 0F: 3 clusters Score -1718239 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1721987.625000 Penalty: 3137.404053
	Iteration 1F: 3 clusters Score -1721988 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1722282.500000 Penalty: 3137.404053
	Iteration 2F: 3 clusters Score -1722282 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1722499.500000 Penalty: 3137.404053
	Iteration 3Q: 3 clusters Score -1722500 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1722704.000000 Penalty: 3137.404053
	Iteration 4Q: 3 clusters Score -1722704 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1722903.000000 Penalty: 3137.404053
	Iteration 5Q: 3 clusters Score -1722903 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1723122.750000 Penalty: 3137.404053
	Iteration 6Q: 3 clusters Score -1723123 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1723413.750000 Penalty: 3137.404053
	Iteration 7Q: 3 clusters Score -1723414 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1723821.000000 Penalty: 3137.404053
	Iteration 8Q: 3 clusters Score -1723821 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1724418.000000 Penalty: 3137.404053
	Iteration 9F: 3 clusters Score -1724418 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1725212.375000 Penalty: 3137.404053
	Iteration 10F: 3 clusters Score -1725212 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1726157.875000 Penalty: 3137.404053
	Iteration 11F: 3 clusters Score -1726158 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1726905.625000 Penalty: 3137.404053
	Iteration 12Q: 3 clusters Score -1726906 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1727361.000000 Penalty: 3137.404053
	Iteration 13Q: 3 clusters Score -1727361 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1727550.250000 Penalty: 3137.404053
	Iteration 14Q: 3 clusters Score -1727550 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1727643.875000 Penalty: 3137.404053
	Iteration 15Q: 3 clusters Score -1727644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1727690.250000 Penalty: 3137.404053
	Iteration 16Q: 3 clusters Score -1727690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1727715.750000 Penalty: 3137.404053
	Iteration 17Q: 3 clusters Score -1727716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1727728.375000 Penalty: 3137.404053
	Iteration 18Q: 3 clusters Score -1727728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1727741.250000 Penalty: 3137.404053
	Iteration 19Q: 3 clusters Score -1727741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1727741.250000 Penalty: 3137.404053
	Iteration 20F: 3 clusters Score -1727741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (84224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Entering Unmasked Estep 
Score: -9776763.000000 Penalty: 1842.950684
	Iteration 0F: 2 clusters Score -9776763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -9721071.000000 Penalty: 3685.901367
	Iteration 0F: 3 clusters Score -9721071 nChanged 40000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -9743966.000000 Penalty: 3685.901367
	Iteration 1F: 3 clusters Score -9743966 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -9744817.000000 Penalty: 3685.901367
	Iteration 2Q: 3 clusters Score -9744817 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -9746024.000000 Penalty: 3685.901367
	Iteration 3Q: 3 clusters Score -9746024 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -9748398.000000 Penalty: 3685.901367
	Iteration 4F: 3 clusters Score -9748398 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -9752795.000000 Penalty: 3685.901367
	Iteration 5F: 3 clusters Score -9752795 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -9759572.000000 Penalty: 3685.901367
	Iteration 6F: 3 clusters Score -9759572 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75606 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -9767039.000000 Penalty: 3685.901367
	Iteration 7F: 3 clusters Score -9767039 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80754 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -9771998.000000 Penalty: 3685.901367
	Iteration 8F: 3 clusters Score -9771998 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -9774096.000000 Penalty: 3685.901367
	Iteration 9Q: 3 clusters Score -9774096 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9774754.000000 Penalty: 3685.901367
	Iteration 10Q: 3 clusters Score -9774754 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9774954.000000 Penalty: 3685.901367
	Iteration 11Q: 3 clusters Score -9774954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9775052.000000 Penalty: 3685.901367
	Iteration 12Q: 3 clusters Score -9775052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9775079.000000 Penalty: 3685.901367
	Iteration 13Q: 3 clusters Score -9775079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84078 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9775087.000000 Penalty: 3685.901367
	Iteration 14Q: 3 clusters Score -9775087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84084 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9775097.000000 Penalty: 3685.901367
	Iteration 15Q: 3 clusters Score -9775097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84083 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9775101.000000 Penalty: 3685.901367
	Iteration 16Q: 3 clusters Score -9775101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84083 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9775109.000000 Penalty: 3685.901367
	Iteration 17Q: 3 clusters Score -9775109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84083 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9775117.000000 Penalty: 3685.901367
	Iteration 18Q: 3 clusters Score -9775117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84083 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9775117.000000 Penalty: 3685.901367
	Iteration 19F: 3 clusters Score -9775117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -444678.375000 Penalty: 1344.790039
	Iteration 0F: 2 clusters Score -444678.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -441409.562500 Penalty: 2689.580078
	Iteration 0F: 3 clusters Score -441409.6 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -442265.812500 Penalty: 2689.580078
	Iteration 1F: 3 clusters Score -442265.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -442407.687500 Penalty: 2689.580078
	Iteration 2F: 3 clusters Score -442407.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -442489.062500 Penalty: 2689.580078
	Iteration 3Q: 3 clusters Score -442489.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -442550.062500 Penalty: 2689.580078
	Iteration 4Q: 3 clusters Score -442550.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -442586.500000 Penalty: 2689.580078
	Iteration 5Q: 3 clusters Score -442586.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -442608.312500 Penalty: 2689.580078
	Iteration 6Q: 3 clusters Score -442608.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -442627.375000 Penalty: 2689.580078
	Iteration 7Q: 3 clusters Score -442627.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -442646.656250 Penalty: 2689.580078
	Iteration 8Q: 3 clusters Score -442646.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -442662.031250 Penalty: 2689.580078
	Iteration 9Q: 3 clusters Score -442662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -442674.125000 Penalty: 2689.580078
	Iteration 10Q: 3 clusters Score -442674.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -442685.281250 Penalty: 2689.580078
	Iteration 11Q: 3 clusters Score -442685.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -442698.843750 Penalty: 2689.580078
	Iteration 12Q: 3 clusters Score -442698.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -442717.687500 Penalty: 2689.580078
	Iteration 13Q: 3 clusters Score -442717.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -442742.937500 Penalty: 2689.580078
	Iteration 14Q: 3 clusters Score -442742.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -442772.218750 Penalty: 2689.580078
	Iteration 15Q: 3 clusters Score -442772.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -442809.343750 Penalty: 2689.580078
	Iteration 16Q: 3 clusters Score -442809.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -442873.218750 Penalty: 2689.580078
	Iteration 17Q: 3 clusters Score -442873.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -442951.218750 Penalty: 2689.580078
	Iteration 18Q: 3 clusters Score -442951.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -443025.437500 Penalty: 2689.580078
	Iteration 19Q: 3 clusters Score -443025.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -443107.500000 Penalty: 2689.580078
	Iteration 20F: 3 clusters Score -443107.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -443186.968750 Penalty: 2689.580078
	Iteration 21Q: 3 clusters Score -443187 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -443268.656250 Penalty: 2689.580078
	Iteration 22Q: 3 clusters Score -443268.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -443356.218750 Penalty: 2689.580078
	Iteration 23Q: 3 clusters Score -443356.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -443457.281250 Penalty: 2689.580078
	Iteration 24Q: 3 clusters Score -443457.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -443552.343750 Penalty: 2689.580078
	Iteration 25Q: 3 clusters Score -443552.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -443621.562500 Penalty: 2689.580078
	Iteration 26Q: 3 clusters Score -443621.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -443670.156250 Penalty: 2689.580078
	Iteration 27Q: 3 clusters Score -443670.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -443696.031250 Penalty: 2689.580078
	Iteration 28Q: 3 clusters Score -443696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -443718.500000 Penalty: 2689.580078
	Iteration 29Q: 3 clusters Score -443718.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -443738.937500 Penalty: 2689.580078
	Iteration 30Q: 3 clusters Score -443738.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -443752.968750 Penalty: 2689.580078
	Iteration 31Q: 3 clusters Score -443753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -443761.531250 Penalty: 2689.580078
	Iteration 32Q: 3 clusters Score -443761.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -443768.968750 Penalty: 2689.580078
	Iteration 33Q: 3 clusters Score -443769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -443774.531250 Penalty: 2689.580078
	Iteration 34Q: 3 clusters Score -443774.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -443779.656250 Penalty: 2689.580078
	Iteration 35Q: 3 clusters Score -443779.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -443784.937500 Penalty: 2689.580078
	Iteration 36Q: 3 clusters Score -443784.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -443790.625000 Penalty: 2689.580078
	Iteration 37Q: 3 clusters Score -443790.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -443793.906250 Penalty: 2689.580078
	Iteration 38Q: 3 clusters Score -443793.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -443799.531250 Penalty: 2689.580078
	Iteration 39Q: 3 clusters Score -443799.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -443801.687500 Penalty: 2689.580078
	Iteration 40F: 3 clusters Score -443801.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -443803.218750 Penalty: 2689.580078
	Iteration 41Q: 3 clusters Score -443803.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -443804.375000 Penalty: 2689.580078
	Iteration 42Q: 3 clusters Score -443804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -443805.406250 Penalty: 2689.580078
	Iteration 43Q: 3 clusters Score -443805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -443806.906250 Penalty: 2689.580078
	Iteration 44Q: 3 clusters Score -443806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -443807.343750 Penalty: 2689.580078
	Iteration 45Q: 3 clusters Score -443807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -443807.218750 Penalty: 2689.580078
	Iteration 46Q: 3 clusters Score -443807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -443807.218750 Penalty: 2689.580078
	Iteration 47F: 3 clusters Score -443807.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (176011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176011 members 
Entering Unmasked Estep 
Score: -19937414.000000 Penalty: 1962.723999
	Iteration 0F: 2 clusters Score -1.993741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
Score: -19831074.000000 Penalty: 3925.447998
	Iteration 0F: 3 clusters Score -1.983107e+07 nChanged 85184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 92422 members 
Entering Unmasked Estep 
Score: -19881222.000000 Penalty: 3925.447998
	Iteration 1F: 3 clusters Score -1.988122e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 94917 members 
Entering Unmasked Estep 
Score: -19882522.000000 Penalty: 3925.447998
	Iteration 2Q: 3 clusters Score -1.988252e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77377 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -19884310.000000 Penalty: 3925.447998
	Iteration 3Q: 3 clusters Score -1.988431e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 104121 members 
Entering Unmasked Estep 
Score: -19887648.000000 Penalty: 3925.447998
	Iteration 4Q: 3 clusters Score -1.988765e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 111617 members 
Entering Unmasked Estep 
Score: -19893902.000000 Penalty: 3925.447998
	Iteration 5F: 3 clusters Score -1.98939e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 120133 members 
Entering Unmasked Estep 
Score: -19902358.000000 Penalty: 3925.447998
	Iteration 6F: 3 clusters Score -1.990236e+07 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 127313 members 
Entering Unmasked Estep 
Score: -19911804.000000 Penalty: 3925.447998
	Iteration 7F: 3 clusters Score -1.99118e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 131634 members 
Entering Unmasked Estep 
Score: -19918336.000000 Penalty: 3925.447998
	Iteration 8F: 3 clusters Score -1.991834e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 133902 members 
Entering Unmasked Estep 
Score: -19921014.000000 Penalty: 3925.447998
	Iteration 9Q: 3 clusters Score -1.992101e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 135603 members 
Entering Unmasked Estep 
Score: -19922092.000000 Penalty: 3925.447998
	Iteration 10Q: 3 clusters Score -1.992209e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 137327 members 
Entering Unmasked Estep 
Score: -19922680.000000 Penalty: 3925.447998
	Iteration 11Q: 3 clusters Score -1.992268e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 139037 members 
Entering Unmasked Estep 
Score: -19923390.000000 Penalty: 3925.447998
	Iteration 12Q: 3 clusters Score -1.992339e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 140804 members 
Entering Unmasked Estep 
Score: -19924144.000000 Penalty: 3925.447998
	Iteration 13Q: 3 clusters Score -1.992414e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 142664 members 
Entering Unmasked Estep 
Score: -19924974.000000 Penalty: 3925.447998
	Iteration 14Q: 3 clusters Score -1.992497e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 144675 members 
Entering Unmasked Estep 
Score: -19925824.000000 Penalty: 3925.447998
	Iteration 15Q: 3 clusters Score -1.992582e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 146806 members 
Entering Unmasked Estep 
Score: -19926764.000000 Penalty: 3925.447998
	Iteration 16Q: 3 clusters Score -1.992676e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 149210 members 
Entering Unmasked Estep 
Score: -19928016.000000 Penalty: 3925.447998
	Iteration 17Q: 3 clusters Score -1.992802e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 151891 members 
Entering Unmasked Estep 
Score: -19929504.000000 Penalty: 3925.447998
	Iteration 18Q: 3 clusters Score -1.99295e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 154944 members 
Entering Unmasked Estep 
Score: -19930910.000000 Penalty: 3925.447998
	Iteration 19Q: 3 clusters Score -1.993091e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 158266 members 
Entering Unmasked Estep 
Score: -19932290.000000 Penalty: 3925.447998
	Iteration 20F: 3 clusters Score -1.993229e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 161702 members 
Entering Unmasked Estep 
Score: -19933354.000000 Penalty: 3925.447998
	Iteration 21Q: 3 clusters Score -1.993335e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 164987 members 
Entering Unmasked Estep 
Score: -19934196.000000 Penalty: 3925.447998
	Iteration 22Q: 3 clusters Score -1.99342e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 167931 members 
Entering Unmasked Estep 
Score: -19934522.000000 Penalty: 3925.447998
	Iteration 23Q: 3 clusters Score -1.993452e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 170359 members 
Entering Unmasked Estep 
Score: -19934888.000000 Penalty: 3925.447998
	Iteration 24Q: 3 clusters Score -1.993489e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 172228 members 
Entering Unmasked Estep 
Score: -19935058.000000 Penalty: 3925.447998
	Iteration 25Q: 3 clusters Score -1.993506e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 173631 members 
Entering Unmasked Estep 
Score: -19935254.000000 Penalty: 3925.447998
	Iteration 26Q: 3 clusters Score -1.993525e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 174644 members 
Entering Unmasked Estep 
Score: -19935534.000000 Penalty: 3925.447998
	Iteration 27Q: 3 clusters Score -1.993553e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 175246 members 
Entering Unmasked Estep 
Score: -19935608.000000 Penalty: 3925.447998
	Iteration 28Q: 3 clusters Score -1.993561e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 175556 members 
Entering Unmasked Estep 
Score: -19935658.000000 Penalty: 3925.447998
	Iteration 29Q: 3 clusters Score -1.993566e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 175692 members 
Entering Unmasked Estep 
Score: -19935762.000000 Penalty: 3925.447998
	Iteration 30Q: 3 clusters Score -1.993576e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 175751 members 
Entering Unmasked Estep 
Score: -19935770.000000 Penalty: 3925.447998
	Iteration 31Q: 3 clusters Score -1.993577e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 175780 members 
Entering Unmasked Estep 
Score: -19935806.000000 Penalty: 3925.447998
	Iteration 32Q: 3 clusters Score -1.993581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 175787 members 
Entering Unmasked Estep 
Score: -19935798.000000 Penalty: 3925.447998
	Iteration 33Q: 3 clusters Score -1.99358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 175792 members 
Entering Unmasked Estep 
Score: -19935806.000000 Penalty: 3925.447998
	Iteration 34Q: 3 clusters Score -1.993581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 175795 members 
Entering Unmasked Estep 
Score: -19935818.000000 Penalty: 3925.447998
	Iteration 35Q: 3 clusters Score -1.993582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 175797 members 
Entering Unmasked Estep 
Score: -19935830.000000 Penalty: 3925.447998
	Iteration 36Q: 3 clusters Score -1.993583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 175799 members 
Entering Unmasked Estep 
Score: -19935834.000000 Penalty: 3925.447998
	Iteration 37Q: 3 clusters Score -1.993583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 175801 members 
Entering Unmasked Estep 
Score: -19935820.000000 Penalty: 3925.447998
	Iteration 38Q: 3 clusters Score -1.993582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 175801 members 
Entering Unmasked Estep 
Score: -19935830.000000 Penalty: 3925.447998
	Iteration 39Q: 3 clusters Score -1.993583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 175801 members 
Entering Unmasked Estep 
Score: -19935830.000000 Penalty: 3925.447998
	Iteration 40F: 3 clusters Score -1.993583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Entering Unmasked Estep 
Score: -5548885.500000 Penalty: 1752.895386
	Iteration 0F: 2 clusters Score -5548886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -5516463.500000 Penalty: 3505.790771
	Iteration 0F: 3 clusters Score -5516464 nChanged 22621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -5529225.500000 Penalty: 3505.790771
	Iteration 1F: 3 clusters Score -5529226 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -5529931.500000 Penalty: 3505.790771
	Iteration 2Q: 3 clusters Score -5529932 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -5530947.500000 Penalty: 3505.790771
	Iteration 3Q: 3 clusters Score -5530948 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -5532470.500000 Penalty: 3505.790771
	Iteration 4F: 3 clusters Score -5532470 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -5534571.500000 Penalty: 3505.790771
	Iteration 5F: 3 clusters Score -5534572 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -5537171.000000 Penalty: 3505.790771
	Iteration 6F: 3 clusters Score -5537171 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -5539956.500000 Penalty: 3505.790771
	Iteration 7F: 3 clusters Score -5539956 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -5542300.000000 Penalty: 3505.790771
	Iteration 8F: 3 clusters Score -5542300 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -5543889.500000 Penalty: 3505.790771
	Iteration 9Q: 3 clusters Score -5543890 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -5544814.500000 Penalty: 3505.790771
	Iteration 10Q: 3 clusters Score -5544814 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -5545421.500000 Penalty: 3505.790771
	Iteration 11Q: 3 clusters Score -5545422 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -5545817.000000 Penalty: 3505.790771
	Iteration 12Q: 3 clusters Score -5545817 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5546170.500000 Penalty: 3505.790771
	Iteration 13Q: 3 clusters Score -5546170 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5546436.000000 Penalty: 3505.790771
	Iteration 14Q: 3 clusters Score -5546436 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5546631.000000 Penalty: 3505.790771
	Iteration 15Q: 3 clusters Score -5546631 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5546795.500000 Penalty: 3505.790771
	Iteration 16Q: 3 clusters Score -5546796 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5546961.000000 Penalty: 3505.790771
	Iteration 17Q: 3 clusters Score -5546961 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5547047.500000 Penalty: 3505.790771
	Iteration 18Q: 3 clusters Score -5547048 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5547126.000000 Penalty: 3505.790771
	Iteration 19Q: 3 clusters Score -5547126 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5547189.500000 Penalty: 3505.790771
	Iteration 20F: 3 clusters Score -5547190 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5547230.500000 Penalty: 3505.790771
	Iteration 21Q: 3 clusters Score -5547230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5547278.500000 Penalty: 3505.790771
	Iteration 22Q: 3 clusters Score -5547278 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5547293.000000 Penalty: 3505.790771
	Iteration 23Q: 3 clusters Score -5547293 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5547309.500000 Penalty: 3505.790771
	Iteration 24Q: 3 clusters Score -5547310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5547335.000000 Penalty: 3505.790771
	Iteration 25Q: 3 clusters Score -5547335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5547341.000000 Penalty: 3505.790771
	Iteration 26Q: 3 clusters Score -5547341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5547349.500000 Penalty: 3505.790771
	Iteration 27Q: 3 clusters Score -5547350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5547359.000000 Penalty: 3505.790771
	Iteration 28Q: 3 clusters Score -5547359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5547369.000000 Penalty: 3505.790771
	Iteration 29Q: 3 clusters Score -5547369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5547371.000000 Penalty: 3505.790771
	Iteration 30Q: 3 clusters Score -5547371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5547388.500000 Penalty: 3505.790771
	Iteration 31Q: 3 clusters Score -5547388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5547398.000000 Penalty: 3505.790771
	Iteration 32Q: 3 clusters Score -5547398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5547405.000000 Penalty: 3505.790771
	Iteration 33Q: 3 clusters Score -5547405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5547409.500000 Penalty: 3505.790771
	Iteration 34Q: 3 clusters Score -5547410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5547419.000000 Penalty: 3505.790771
	Iteration 35Q: 3 clusters Score -5547419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5547431.000000 Penalty: 3505.790771
	Iteration 36Q: 3 clusters Score -5547431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5547440.000000 Penalty: 3505.790771
	Iteration 37Q: 3 clusters Score -5547440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5547441.500000 Penalty: 3505.790771
	Iteration 38Q: 3 clusters Score -5547442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5547439.500000 Penalty: 3505.790771
	Iteration 39Q: 3 clusters Score -5547440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5547436.000000 Penalty: 3505.790771
	Iteration 40F: 3 clusters Score -5547436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5547442.500000 Penalty: 3505.790771
	Iteration 41Q: 3 clusters Score -5547442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5547445.500000 Penalty: 3505.790771
	Iteration 42Q: 3 clusters Score -5547446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5547448.500000 Penalty: 3505.790771
	Iteration 43Q: 3 clusters Score -5547448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5547445.000000 Penalty: 3505.790771
	Iteration 44Q: 3 clusters Score -5547445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5547453.000000 Penalty: 3505.790771
	Iteration 45Q: 3 clusters Score -5547453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5547454.000000 Penalty: 3505.790771
	Iteration 46Q: 3 clusters Score -5547454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5547449.500000 Penalty: 3505.790771
	Iteration 47Q: 3 clusters Score -5547450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5547455.000000 Penalty: 3505.790771
	Iteration 48Q: 3 clusters Score -5547455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5547454.500000 Penalty: 3505.790771
	Iteration 49Q: 3 clusters Score -5547454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5547454.500000 Penalty: 3505.790771
	Iteration 50Q: 3 clusters Score -5547454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5547454.500000 Penalty: 3505.790771
	Iteration 51F: 3 clusters Score -5547454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -46238.589844 Penalty: 1004.924194
	Iteration 0F: 2 clusters Score -46238.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45356.308594 Penalty: 2009.848389
	Iteration 0F: 3 clusters Score -45356.31 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45710.710938 Penalty: 2009.848389
	Iteration 1F: 3 clusters Score -45710.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45809.257812 Penalty: 2009.848389
	Iteration 2F: 3 clusters Score -45809.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45881.703125 Penalty: 2009.848389
	Iteration 3Q: 3 clusters Score -45881.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45919.636719 Penalty: 2009.848389
	Iteration 4Q: 3 clusters Score -45919.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45954.234375 Penalty: 2009.848389
	Iteration 5Q: 3 clusters Score -45954.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45967.500000 Penalty: 2009.848389
	Iteration 6Q: 3 clusters Score -45967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45994.460938 Penalty: 2009.848389
	Iteration 7Q: 3 clusters Score -45994.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46013.683594 Penalty: 2009.848389
	Iteration 8Q: 3 clusters Score -46013.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46016.027344 Penalty: 2009.848389
	Iteration 9Q: 3 clusters Score -46016.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46019.636719 Penalty: 2009.848389
	Iteration 10Q: 3 clusters Score -46019.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46021.140625 Penalty: 2009.848389
	Iteration 11Q: 3 clusters Score -46021.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46022.589844 Penalty: 2009.848389
	Iteration 12Q: 3 clusters Score -46022.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46022.589844 Penalty: 2009.848389
	Iteration 13F: 3 clusters Score -46022.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (95066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95066 members 
Entering Unmasked Estep 
Score: -10955342.000000 Penalty: 1862.628174
	Iteration 0F: 2 clusters Score -1.095534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -10893650.000000 Penalty: 3725.256348
	Iteration 0F: 3 clusters Score -1.089365e+07 nChanged 45523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -10919728.000000 Penalty: 3725.256348
	Iteration 1F: 3 clusters Score -1.091973e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -10920152.000000 Penalty: 3725.256348
	Iteration 2Q: 3 clusters Score -1.092015e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -10920557.000000 Penalty: 3725.256348
	Iteration 3Q: 3 clusters Score -1.092056e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -10921182.000000 Penalty: 3725.256348
	Iteration 4Q: 3 clusters Score -1.092118e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -10921974.000000 Penalty: 3725.256348
	Iteration 5Q: 3 clusters Score -1.092197e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -10923073.000000 Penalty: 3725.256348
	Iteration 6Q: 3 clusters Score -1.092307e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -10925089.000000 Penalty: 3725.256348
	Iteration 7Q: 3 clusters Score -1.092509e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -10928516.000000 Penalty: 3725.256348
	Iteration 8F: 3 clusters Score -1.092852e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 71971 members 
Entering Unmasked Estep 
Score: -10934257.000000 Penalty: 3725.256348
	Iteration 9F: 3 clusters Score -1.093426e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -10941597.000000 Penalty: 3725.256348
	Iteration 10F: 3 clusters Score -1.09416e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
Score: -10947815.000000 Penalty: 3725.256348
	Iteration 11F: 3 clusters Score -1.094782e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -10951449.000000 Penalty: 3725.256348
	Iteration 12Q: 3 clusters Score -1.095145e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 94070 members 
Entering Unmasked Estep 
Score: -10952885.000000 Penalty: 3725.256348
	Iteration 13Q: 3 clusters Score -1.095288e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 94633 members 
Entering Unmasked Estep 
Score: -10953360.000000 Penalty: 3725.256348
	Iteration 14Q: 3 clusters Score -1.095336e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 94802 members 
Entering Unmasked Estep 
Score: -10953544.000000 Penalty: 3725.256348
	Iteration 15Q: 3 clusters Score -1.095354e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 94868 members 
Entering Unmasked Estep 
Score: -10953628.000000 Penalty: 3725.256348
	Iteration 16Q: 3 clusters Score -1.095363e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 94889 members 
Entering Unmasked Estep 
Score: -10953673.000000 Penalty: 3725.256348
	Iteration 17Q: 3 clusters Score -1.095367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 94900 members 
Entering Unmasked Estep 
Score: -10953700.000000 Penalty: 3725.256348
	Iteration 18Q: 3 clusters Score -1.09537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -10953717.000000 Penalty: 3725.256348
	Iteration 19Q: 3 clusters Score -1.095372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 94913 members 
Entering Unmasked Estep 
Score: -10953742.000000 Penalty: 3725.256348
	Iteration 20F: 3 clusters Score -1.095374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -10953755.000000 Penalty: 3725.256348
	Iteration 21Q: 3 clusters Score -1.095376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 94917 members 
Entering Unmasked Estep 
Score: -10953762.000000 Penalty: 3725.256348
	Iteration 22Q: 3 clusters Score -1.095376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 94919 members 
Entering Unmasked Estep 
Score: -10953761.000000 Penalty: 3725.256348
	Iteration 23Q: 3 clusters Score -1.095376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 94920 members 
Entering Unmasked Estep 
Score: -10953761.000000 Penalty: 3725.256348
	Iteration 24Q: 3 clusters Score -1.095376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94918 members 
Entering Unmasked Estep 
Score: -10953766.000000 Penalty: 3725.256348
	Iteration 25Q: 3 clusters Score -1.095377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94918 members 
Entering Unmasked Estep 
Score: -10953766.000000 Penalty: 3725.256348
	Iteration 26F: 3 clusters Score -1.095377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (78955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Entering Unmasked Estep 
Score: -9227950.000000 Penalty: 1832.452881
	Iteration 0F: 2 clusters Score -9227950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -9175139.000000 Penalty: 3664.905762
	Iteration 0F: 3 clusters Score -9175139 nChanged 37560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -9196630.000000 Penalty: 3664.905762
	Iteration 1F: 3 clusters Score -9196630 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -9197071.000000 Penalty: 3664.905762
	Iteration 2Q: 3 clusters Score -9197071 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -9197880.000000 Penalty: 3664.905762
	Iteration 3Q: 3 clusters Score -9197880 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -9199198.000000 Penalty: 3664.905762
	Iteration 4Q: 3 clusters Score -9199198 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -9201623.000000 Penalty: 3664.905762
	Iteration 5F: 3 clusters Score -9201623 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -9206027.000000 Penalty: 3664.905762
	Iteration 6F: 3 clusters Score -9206027 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -9212769.000000 Penalty: 3664.905762
	Iteration 7F: 3 clusters Score -9212769 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -9219915.000000 Penalty: 3664.905762
	Iteration 8F: 3 clusters Score -9219915 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9224312.000000 Penalty: 3664.905762
	Iteration 9F: 3 clusters Score -9224312 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9225762.000000 Penalty: 3664.905762
	Iteration 10Q: 3 clusters Score -9225762 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9226100.000000 Penalty: 3664.905762
	Iteration 11Q: 3 clusters Score -9226100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9226200.000000 Penalty: 3664.905762
	Iteration 12Q: 3 clusters Score -9226200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9226265.000000 Penalty: 3664.905762
	Iteration 13Q: 3 clusters Score -9226265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9226305.000000 Penalty: 3664.905762
	Iteration 14Q: 3 clusters Score -9226305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9226301.000000 Penalty: 3664.905762
	Iteration 15Q: 3 clusters Score -9226301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9226305.000000 Penalty: 3664.905762
	Iteration 16Q: 3 clusters Score -9226305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9226310.000000 Penalty: 3664.905762
	Iteration 17Q: 3 clusters Score -9226310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9226309.000000 Penalty: 3664.905762
	Iteration 18Q: 3 clusters Score -9226309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9226307.000000 Penalty: 3664.905762
	Iteration 19Q: 3 clusters Score -9226307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9226308.000000 Penalty: 3664.905762
	Iteration 20F: 3 clusters Score -9226308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -366494.968750 Penalty: 1309.014771
	Iteration 0F: 2 clusters Score -366495 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 1586 members 
Entering Unmasked Estep 
Score: -363659.812500 Penalty: 2618.029541
	Iteration 0F: 3 clusters Score -363659.8 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -364313.843750 Penalty: 2618.029541
	Iteration 1F: 3 clusters Score -364313.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -364426.093750 Penalty: 2618.029541
	Iteration 2F: 3 clusters Score -364426.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -364505.593750 Penalty: 2618.029541
	Iteration 3Q: 3 clusters Score -364505.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -364559.750000 Penalty: 2618.029541
	Iteration 4Q: 3 clusters Score -364559.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -364604.250000 Penalty: 2618.029541
	Iteration 5Q: 3 clusters Score -364604.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -364640.937500 Penalty: 2618.029541
	Iteration 6Q: 3 clusters Score -364640.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -364666.593750 Penalty: 2618.029541
	Iteration 7Q: 3 clusters Score -364666.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -364688.156250 Penalty: 2618.029541
	Iteration 8Q: 3 clusters Score -364688.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -364704.125000 Penalty: 2618.029541
	Iteration 9Q: 3 clusters Score -364704.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -364718.250000 Penalty: 2618.029541
	Iteration 10Q: 3 clusters Score -364718.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -364731.625000 Penalty: 2618.029541
	Iteration 11Q: 3 clusters Score -364731.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -364738.500000 Penalty: 2618.029541
	Iteration 12Q: 3 clusters Score -364738.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -364746.031250 Penalty: 2618.029541
	Iteration 13Q: 3 clusters Score -364746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -364757.468750 Penalty: 2618.029541
	Iteration 14Q: 3 clusters Score -364757.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -364773.937500 Penalty: 2618.029541
	Iteration 15Q: 3 clusters Score -364773.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -364787.781250 Penalty: 2618.029541
	Iteration 16Q: 3 clusters Score -364787.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -364805.437500 Penalty: 2618.029541
	Iteration 17Q: 3 clusters Score -364805.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -364823.750000 Penalty: 2618.029541
	Iteration 18Q: 3 clusters Score -364823.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -364837.687500 Penalty: 2618.029541
	Iteration 19Q: 3 clusters Score -364837.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -364848.718750 Penalty: 2618.029541
	Iteration 20F: 3 clusters Score -364848.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -364859.562500 Penalty: 2618.029541
	Iteration 21Q: 3 clusters Score -364859.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -364866.937500 Penalty: 2618.029541
	Iteration 22Q: 3 clusters Score -364866.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -364875.281250 Penalty: 2618.029541
	Iteration 23Q: 3 clusters Score -364875.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -364880.312500 Penalty: 2618.029541
	Iteration 24Q: 3 clusters Score -364880.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -364883.437500 Penalty: 2618.029541
	Iteration 25Q: 3 clusters Score -364883.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -364886.562500 Penalty: 2618.029541
	Iteration 26Q: 3 clusters Score -364886.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -364888.000000 Penalty: 2618.029541
	Iteration 27Q: 3 clusters Score -364888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -364889.750000 Penalty: 2618.029541
	Iteration 28Q: 3 clusters Score -364889.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -364891.875000 Penalty: 2618.029541
	Iteration 29Q: 3 clusters Score -364891.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -364893.687500 Penalty: 2618.029541
	Iteration 30Q: 3 clusters Score -364893.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -364898.968750 Penalty: 2618.029541
	Iteration 31Q: 3 clusters Score -364899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -364904.156250 Penalty: 2618.029541
	Iteration 32Q: 3 clusters Score -364904.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -364911.281250 Penalty: 2618.029541
	Iteration 33Q: 3 clusters Score -364911.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -364921.125000 Penalty: 2618.029541
	Iteration 34Q: 3 clusters Score -364921.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -364942.000000 Penalty: 2618.029541
	Iteration 35Q: 3 clusters Score -364942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -364967.750000 Penalty: 2618.029541
	Iteration 36Q: 3 clusters Score -364967.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -365000.437500 Penalty: 2618.029541
	Iteration 37Q: 3 clusters Score -365000.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -365041.937500 Penalty: 2618.029541
	Iteration 38Q: 3 clusters Score -365041.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -365077.406250 Penalty: 2618.029541
	Iteration 39Q: 3 clusters Score -365077.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -365100.531250 Penalty: 2618.029541
	Iteration 40F: 3 clusters Score -365100.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -365120.500000 Penalty: 2618.029541
	Iteration 41Q: 3 clusters Score -365120.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -365143.843750 Penalty: 2618.029541
	Iteration 42Q: 3 clusters Score -365143.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -365170.156250 Penalty: 2618.029541
	Iteration 43Q: 3 clusters Score -365170.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -365192.718750 Penalty: 2618.029541
	Iteration 44Q: 3 clusters Score -365192.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -365213.125000 Penalty: 2618.029541
	Iteration 45Q: 3 clusters Score -365213.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -365234.781250 Penalty: 2618.029541
	Iteration 46Q: 3 clusters Score -365234.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -365255.156250 Penalty: 2618.029541
	Iteration 47Q: 3 clusters Score -365255.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -365272.750000 Penalty: 2618.029541
	Iteration 48Q: 3 clusters Score -365272.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -365287.687500 Penalty: 2618.029541
	Iteration 49Q: 3 clusters Score -365287.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -365298.000000 Penalty: 2618.029541
	Iteration 50Q: 3 clusters Score -365298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -365308.343750 Penalty: 2618.029541
	Iteration 51Q: 3 clusters Score -365308.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -365316.062500 Penalty: 2618.029541
	Iteration 52Q: 3 clusters Score -365316.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -365320.000000 Penalty: 2618.029541
	Iteration 53Q: 3 clusters Score -365320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -365323.281250 Penalty: 2618.029541
	Iteration 54Q: 3 clusters Score -365323.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -365326.812500 Penalty: 2618.029541
	Iteration 55Q: 3 clusters Score -365326.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -365331.937500 Penalty: 2618.029541
	Iteration 56Q: 3 clusters Score -365331.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -365335.968750 Penalty: 2618.029541
	Iteration 57Q: 3 clusters Score -365336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -365337.812500 Penalty: 2618.029541
	Iteration 58Q: 3 clusters Score -365337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -365338.343750 Penalty: 2618.029541
	Iteration 59Q: 3 clusters Score -365338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -365339.625000 Penalty: 2618.029541
	Iteration 60F: 3 clusters Score -365339.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -469182.312500 Penalty: 1359.194702
	Iteration 0F: 2 clusters Score -469182.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -465646.500000 Penalty: 2718.389404
	Iteration 0F: 3 clusters Score -465646.5 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -466624.281250 Penalty: 2718.389404
	Iteration 1F: 3 clusters Score -466624.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -466809.843750 Penalty: 2718.389404
	Iteration 2F: 3 clusters Score -466809.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -466947.125000 Penalty: 2718.389404
	Iteration 3F: 3 clusters Score -466947.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -467062.187500 Penalty: 2718.389404
	Iteration 4Q: 3 clusters Score -467062.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -467164.250000 Penalty: 2718.389404
	Iteration 5Q: 3 clusters Score -467164.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -467259.875000 Penalty: 2718.389404
	Iteration 6Q: 3 clusters Score -467259.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -467352.343750 Penalty: 2718.389404
	Iteration 7Q: 3 clusters Score -467352.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -467460.125000 Penalty: 2718.389404
	Iteration 8Q: 3 clusters Score -467460.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -467579.750000 Penalty: 2718.389404
	Iteration 9Q: 3 clusters Score -467579.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -467707.406250 Penalty: 2718.389404
	Iteration 10Q: 3 clusters Score -467707.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -467816.750000 Penalty: 2718.389404
	Iteration 11Q: 3 clusters Score -467816.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -467916.625000 Penalty: 2718.389404
	Iteration 12Q: 3 clusters Score -467916.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -467986.812500 Penalty: 2718.389404
	Iteration 13Q: 3 clusters Score -467986.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -468056.312500 Penalty: 2718.389404
	Iteration 14Q: 3 clusters Score -468056.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -468105.187500 Penalty: 2718.389404
	Iteration 15Q: 3 clusters Score -468105.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -468136.468750 Penalty: 2718.389404
	Iteration 16Q: 3 clusters Score -468136.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -468159.031250 Penalty: 2718.389404
	Iteration 17Q: 3 clusters Score -468159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -468178.937500 Penalty: 2718.389404
	Iteration 18Q: 3 clusters Score -468178.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -468198.218750 Penalty: 2718.389404
	Iteration 19Q: 3 clusters Score -468198.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -468213.656250 Penalty: 2718.389404
	Iteration 20F: 3 clusters Score -468213.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -468225.093750 Penalty: 2718.389404
	Iteration 21Q: 3 clusters Score -468225.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -468233.093750 Penalty: 2718.389404
	Iteration 22Q: 3 clusters Score -468233.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -468239.156250 Penalty: 2718.389404
	Iteration 23Q: 3 clusters Score -468239.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -468246.906250 Penalty: 2718.389404
	Iteration 24Q: 3 clusters Score -468246.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -468250.281250 Penalty: 2718.389404
	Iteration 25Q: 3 clusters Score -468250.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -468253.812500 Penalty: 2718.389404
	Iteration 26Q: 3 clusters Score -468253.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -468255.937500 Penalty: 2718.389404
	Iteration 27Q: 3 clusters Score -468255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -468256.375000 Penalty: 2718.389404
	Iteration 28Q: 3 clusters Score -468256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -468259.781250 Penalty: 2718.389404
	Iteration 29Q: 3 clusters Score -468259.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -468261.437500 Penalty: 2718.389404
	Iteration 30Q: 3 clusters Score -468261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -468263.531250 Penalty: 2718.389404
	Iteration 31Q: 3 clusters Score -468263.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -468265.031250 Penalty: 2718.389404
	Iteration 32Q: 3 clusters Score -468265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -468267.718750 Penalty: 2718.389404
	Iteration 33Q: 3 clusters Score -468267.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -468272.093750 Penalty: 2718.389404
	Iteration 34Q: 3 clusters Score -468272.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -468277.218750 Penalty: 2718.389404
	Iteration 35Q: 3 clusters Score -468277.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -468282.437500 Penalty: 2718.389404
	Iteration 36Q: 3 clusters Score -468282.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -468293.437500 Penalty: 2718.389404
	Iteration 37Q: 3 clusters Score -468293.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -468304.875000 Penalty: 2718.389404
	Iteration 38Q: 3 clusters Score -468304.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -468312.875000 Penalty: 2718.389404
	Iteration 39Q: 3 clusters Score -468312.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -468320.125000 Penalty: 2718.389404
	Iteration 40F: 3 clusters Score -468320.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -468323.718750 Penalty: 2718.389404
	Iteration 41Q: 3 clusters Score -468323.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -468328.531250 Penalty: 2718.389404
	Iteration 42Q: 3 clusters Score -468328.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -468335.218750 Penalty: 2718.389404
	Iteration 43Q: 3 clusters Score -468335.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -468340.468750 Penalty: 2718.389404
	Iteration 44Q: 3 clusters Score -468340.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -468348.781250 Penalty: 2718.389404
	Iteration 45Q: 3 clusters Score -468348.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -468355.218750 Penalty: 2718.389404
	Iteration 46Q: 3 clusters Score -468355.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -468363.375000 Penalty: 2718.389404
	Iteration 47Q: 3 clusters Score -468363.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -468367.906250 Penalty: 2718.389404
	Iteration 48Q: 3 clusters Score -468367.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -468373.687500 Penalty: 2718.389404
	Iteration 49Q: 3 clusters Score -468373.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -468386.437500 Penalty: 2718.389404
	Iteration 50Q: 3 clusters Score -468386.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -468399.968750 Penalty: 2718.389404
	Iteration 51Q: 3 clusters Score -468400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -468412.531250 Penalty: 2718.389404
	Iteration 52Q: 3 clusters Score -468412.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -468423.437500 Penalty: 2718.389404
	Iteration 53Q: 3 clusters Score -468423.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -468436.093750 Penalty: 2718.389404
	Iteration 54Q: 3 clusters Score -468436.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -468456.968750 Penalty: 2718.389404
	Iteration 55Q: 3 clusters Score -468457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -468479.968750 Penalty: 2718.389404
	Iteration 56Q: 3 clusters Score -468480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -468508.718750 Penalty: 2718.389404
	Iteration 57Q: 3 clusters Score -468508.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -468549.500000 Penalty: 2718.389404
	Iteration 58Q: 3 clusters Score -468549.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -468588.781250 Penalty: 2718.389404
	Iteration 59Q: 3 clusters Score -468588.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -468646.187500 Penalty: 2718.389404
	Iteration 60F: 3 clusters Score -468646.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -468705.968750 Penalty: 2718.389404
	Iteration 61Q: 3 clusters Score -468706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -468744.687500 Penalty: 2718.389404
	Iteration 62Q: 3 clusters Score -468744.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -468771.125000 Penalty: 2718.389404
	Iteration 63Q: 3 clusters Score -468771.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -468789.156250 Penalty: 2718.389404
	Iteration 64Q: 3 clusters Score -468789.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -468809.968750 Penalty: 2718.389404
	Iteration 65Q: 3 clusters Score -468810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -468820.562500 Penalty: 2718.389404
	Iteration 66Q: 3 clusters Score -468820.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -468824.687500 Penalty: 2718.389404
	Iteration 67Q: 3 clusters Score -468824.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -468827.125000 Penalty: 2718.389404
	Iteration 68Q: 3 clusters Score -468827.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -468827.812500 Penalty: 2718.389404
	Iteration 69Q: 3 clusters Score -468827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -468827.687500 Penalty: 2718.389404
	Iteration 70Q: 3 clusters Score -468827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -468828.812500 Penalty: 2718.389404
	Iteration 71Q: 3 clusters Score -468828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -468828.812500 Penalty: 2718.389404
	Iteration 72F: 3 clusters Score -468828.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Entering Unmasked Estep 
Score: -3083674.000000 Penalty: 1657.020996
	Iteration 0F: 2 clusters Score -3083674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3065559.750000 Penalty: 3314.041992
	Iteration 0F: 3 clusters Score -3065560 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3072282.500000 Penalty: 3314.041992
	Iteration 1F: 3 clusters Score -3072282 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3072668.250000 Penalty: 3314.041992
	Iteration 2Q: 3 clusters Score -3072668 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3073028.500000 Penalty: 3314.041992
	Iteration 3Q: 3 clusters Score -3073028 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3073372.250000 Penalty: 3314.041992
	Iteration 4Q: 3 clusters Score -3073372 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3073716.000000 Penalty: 3314.041992
	Iteration 5Q: 3 clusters Score -3073716 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3074038.000000 Penalty: 3314.041992
	Iteration 6Q: 3 clusters Score -3074038 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -3074363.750000 Penalty: 3314.041992
	Iteration 7Q: 3 clusters Score -3074364 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3074724.250000 Penalty: 3314.041992
	Iteration 8Q: 3 clusters Score -3074724 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3075133.000000 Penalty: 3314.041992
	Iteration 9Q: 3 clusters Score -3075133 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3075593.500000 Penalty: 3314.041992
	Iteration 10Q: 3 clusters Score -3075594 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3076184.750000 Penalty: 3314.041992
	Iteration 11Q: 3 clusters Score -3076185 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3076847.250000 Penalty: 3314.041992
	Iteration 12Q: 3 clusters Score -3076847 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3077560.500000 Penalty: 3314.041992
	Iteration 13Q: 3 clusters Score -3077560 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3078257.500000 Penalty: 3314.041992
	Iteration 14Q: 3 clusters Score -3078258 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -3078875.000000 Penalty: 3314.041992
	Iteration 15Q: 3 clusters Score -3078875 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -3079351.500000 Penalty: 3314.041992
	Iteration 16Q: 3 clusters Score -3079352 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3079693.500000 Penalty: 3314.041992
	Iteration 17Q: 3 clusters Score -3079694 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3080006.000000 Penalty: 3314.041992
	Iteration 18Q: 3 clusters Score -3080006 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3080307.250000 Penalty: 3314.041992
	Iteration 19Q: 3 clusters Score -3080307 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -3080618.250000 Penalty: 3314.041992
	Iteration 20F: 3 clusters Score -3080618 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3080940.500000 Penalty: 3314.041992
	Iteration 21Q: 3 clusters Score -3080940 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3081250.750000 Penalty: 3314.041992
	Iteration 22Q: 3 clusters Score -3081251 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3081521.500000 Penalty: 3314.041992
	Iteration 23Q: 3 clusters Score -3081522 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3081699.250000 Penalty: 3314.041992
	Iteration 24Q: 3 clusters Score -3081699 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3081832.000000 Penalty: 3314.041992
	Iteration 25Q: 3 clusters Score -3081832 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3081922.000000 Penalty: 3314.041992
	Iteration 26Q: 3 clusters Score -3081922 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3081954.750000 Penalty: 3314.041992
	Iteration 27Q: 3 clusters Score -3081955 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3082002.250000 Penalty: 3314.041992
	Iteration 28Q: 3 clusters Score -3082002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3082031.000000 Penalty: 3314.041992
	Iteration 29Q: 3 clusters Score -3082031 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3082067.750000 Penalty: 3314.041992
	Iteration 30Q: 3 clusters Score -3082068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3082092.750000 Penalty: 3314.041992
	Iteration 31Q: 3 clusters Score -3082093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3082120.750000 Penalty: 3314.041992
	Iteration 32Q: 3 clusters Score -3082121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3082124.500000 Penalty: 3314.041992
	Iteration 33Q: 3 clusters Score -3082124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3082137.250000 Penalty: 3314.041992
	Iteration 34Q: 3 clusters Score -3082137 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3082161.000000 Penalty: 3314.041992
	Iteration 35Q: 3 clusters Score -3082161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3082178.750000 Penalty: 3314.041992
	Iteration 36Q: 3 clusters Score -3082179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3082187.500000 Penalty: 3314.041992
	Iteration 37Q: 3 clusters Score -3082188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3082206.750000 Penalty: 3314.041992
	Iteration 38Q: 3 clusters Score -3082207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3082220.750000 Penalty: 3314.041992
	Iteration 39Q: 3 clusters Score -3082221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3082234.500000 Penalty: 3314.041992
	Iteration 40F: 3 clusters Score -3082234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3082249.250000 Penalty: 3314.041992
	Iteration 41Q: 3 clusters Score -3082249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3082273.500000 Penalty: 3314.041992
	Iteration 42Q: 3 clusters Score -3082274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3082290.750000 Penalty: 3314.041992
	Iteration 43Q: 3 clusters Score -3082291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3082289.500000 Penalty: 3314.041992
	Iteration 44Q: 3 clusters Score -3082290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3082298.750000 Penalty: 3314.041992
	Iteration 45Q: 3 clusters Score -3082299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3082302.500000 Penalty: 3314.041992
	Iteration 46Q: 3 clusters Score -3082302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3082298.000000 Penalty: 3314.041992
	Iteration 47Q: 3 clusters Score -3082298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3082301.250000 Penalty: 3314.041992
	Iteration 48Q: 3 clusters Score -3082301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3082304.750000 Penalty: 3314.041992
	Iteration 49Q: 3 clusters Score -3082305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3082305.750000 Penalty: 3314.041992
	Iteration 50Q: 3 clusters Score -3082306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3082305.250000 Penalty: 3314.041992
	Iteration 51Q: 3 clusters Score -3082305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3082305.250000 Penalty: 3314.041992
	Iteration 52Q: 3 clusters Score -3082305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3082306.250000 Penalty: 3314.041992
	Iteration 53Q: 3 clusters Score -3082306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3082306.250000 Penalty: 3314.041992
	Iteration 54Q: 3 clusters Score -3082306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3082309.250000 Penalty: 3314.041992
	Iteration 55Q: 3 clusters Score -3082309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3082307.000000 Penalty: 3314.041992
	Iteration 56Q: 3 clusters Score -3082307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3082310.000000 Penalty: 3314.041992
	Iteration 57Q: 3 clusters Score -3082310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3082313.000000 Penalty: 3314.041992
	Iteration 58Q: 3 clusters Score -3082313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3082311.750000 Penalty: 3314.041992
	Iteration 59Q: 3 clusters Score -3082312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3082311.750000 Penalty: 3314.041992
	Iteration 60F: 3 clusters Score -3082312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -87348.257812 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -87348.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85994.367188 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -85994.37 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86185.882812 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -86185.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -86261.820312 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -86261.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86302.773438 Penalty: 2191.436279
	Iteration 3Q: 3 clusters Score -86302.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -86344.406250 Penalty: 2191.436279
	Iteration 4Q: 3 clusters Score -86344.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -86368.148438 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -86368.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -86395.023438 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -86395.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -86412.671875 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -86412.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -86428.492188 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -86428.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -86442.781250 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -86442.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -86454.953125 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -86454.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86468.125000 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -86468.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -86483.523438 Penalty: 2191.436279
	Iteration 12Q: 3 clusters Score -86483.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -86495.250000 Penalty: 2191.436279
	Iteration 13Q: 3 clusters Score -86495.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -86510.507812 Penalty: 2191.436279
	Iteration 14Q: 3 clusters Score -86510.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -86520.320312 Penalty: 2191.436279
	Iteration 15Q: 3 clusters Score -86520.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -86525.945312 Penalty: 2191.436279
	Iteration 16Q: 3 clusters Score -86525.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -86531.570312 Penalty: 2191.436279
	Iteration 17Q: 3 clusters Score -86531.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -86538.476562 Penalty: 2191.436279
	Iteration 18Q: 3 clusters Score -86538.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -86544.164062 Penalty: 2191.436279
	Iteration 19Q: 3 clusters Score -86544.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -86546.710938 Penalty: 2191.436279
	Iteration 20F: 3 clusters Score -86546.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -86548.882812 Penalty: 2191.436279
	Iteration 21Q: 3 clusters Score -86548.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -86551.835938 Penalty: 2191.436279
	Iteration 22Q: 3 clusters Score -86551.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -86552.296875 Penalty: 2191.436279
	Iteration 23Q: 3 clusters Score -86552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -86552.953125 Penalty: 2191.436279
	Iteration 24Q: 3 clusters Score -86552.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -86555.406250 Penalty: 2191.436279
	Iteration 25Q: 3 clusters Score -86555.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -86557.890625 Penalty: 2191.436279
	Iteration 26Q: 3 clusters Score -86557.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -86560.117188 Penalty: 2191.436279
	Iteration 27Q: 3 clusters Score -86560.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -86565.585938 Penalty: 2191.436279
	Iteration 28Q: 3 clusters Score -86565.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -86565.585938 Penalty: 2191.436279
	Iteration 29F: 3 clusters Score -86565.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Entering Unmasked Estep 
Score: -4507567.500000 Penalty: 1724.496582
	Iteration 0F: 2 clusters Score -4507568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -4480690.000000 Penalty: 3448.993164
	Iteration 0F: 3 clusters Score -4480690 nChanged 18793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4491047.000000 Penalty: 3448.993164
	Iteration 1F: 3 clusters Score -4491047 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -4491519.000000 Penalty: 3448.993164
	Iteration 2Q: 3 clusters Score -4491519 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -4491991.500000 Penalty: 3448.993164
	Iteration 3Q: 3 clusters Score -4491992 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4492463.500000 Penalty: 3448.993164
	Iteration 4Q: 3 clusters Score -4492464 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4493012.500000 Penalty: 3448.993164
	Iteration 5Q: 3 clusters Score -4493012 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -4493605.000000 Penalty: 3448.993164
	Iteration 6Q: 3 clusters Score -4493605 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -4494262.000000 Penalty: 3448.993164
	Iteration 7Q: 3 clusters Score -4494262 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4495049.000000 Penalty: 3448.993164
	Iteration 8Q: 3 clusters Score -4495049 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -4495910.500000 Penalty: 3448.993164
	Iteration 9Q: 3 clusters Score -4495910 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -4496943.500000 Penalty: 3448.993164
	Iteration 10Q: 3 clusters Score -4496944 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -4498169.500000 Penalty: 3448.993164
	Iteration 11Q: 3 clusters Score -4498170 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -4499555.000000 Penalty: 3448.993164
	Iteration 12Q: 3 clusters Score -4499555 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -4500872.000000 Penalty: 3448.993164
	Iteration 13Q: 3 clusters Score -4500872 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -4501916.000000 Penalty: 3448.993164
	Iteration 14Q: 3 clusters Score -4501916 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -4502653.000000 Penalty: 3448.993164
	Iteration 15Q: 3 clusters Score -4502653 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -4503254.500000 Penalty: 3448.993164
	Iteration 16Q: 3 clusters Score -4503254 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -4503814.000000 Penalty: 3448.993164
	Iteration 17Q: 3 clusters Score -4503814 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -4504240.000000 Penalty: 3448.993164
	Iteration 18Q: 3 clusters Score -4504240 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -4504572.000000 Penalty: 3448.993164
	Iteration 19Q: 3 clusters Score -4504572 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -4504890.500000 Penalty: 3448.993164
	Iteration 20F: 3 clusters Score -4504890 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4505140.000000 Penalty: 3448.993164
	Iteration 21Q: 3 clusters Score -4505140 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4505395.000000 Penalty: 3448.993164
	Iteration 22Q: 3 clusters Score -4505395 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4505594.500000 Penalty: 3448.993164
	Iteration 23Q: 3 clusters Score -4505594 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4505762.500000 Penalty: 3448.993164
	Iteration 24Q: 3 clusters Score -4505762 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4505884.500000 Penalty: 3448.993164
	Iteration 25Q: 3 clusters Score -4505884 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4505969.500000 Penalty: 3448.993164
	Iteration 26Q: 3 clusters Score -4505970 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4506056.500000 Penalty: 3448.993164
	Iteration 27Q: 3 clusters Score -4506056 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4506127.000000 Penalty: 3448.993164
	Iteration 28Q: 3 clusters Score -4506127 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4506175.500000 Penalty: 3448.993164
	Iteration 29Q: 3 clusters Score -4506176 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4506212.000000 Penalty: 3448.993164
	Iteration 30Q: 3 clusters Score -4506212 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4506240.000000 Penalty: 3448.993164
	Iteration 31Q: 3 clusters Score -4506240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4506267.000000 Penalty: 3448.993164
	Iteration 32Q: 3 clusters Score -4506267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4506283.500000 Penalty: 3448.993164
	Iteration 33Q: 3 clusters Score -4506284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4506299.000000 Penalty: 3448.993164
	Iteration 34Q: 3 clusters Score -4506299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4506329.000000 Penalty: 3448.993164
	Iteration 35Q: 3 clusters Score -4506329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4506342.500000 Penalty: 3448.993164
	Iteration 36Q: 3 clusters Score -4506342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4506348.500000 Penalty: 3448.993164
	Iteration 37Q: 3 clusters Score -4506348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4506369.000000 Penalty: 3448.993164
	Iteration 38Q: 3 clusters Score -4506369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4506376.000000 Penalty: 3448.993164
	Iteration 39Q: 3 clusters Score -4506376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4506387.500000 Penalty: 3448.993164
	Iteration 40F: 3 clusters Score -4506388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4506399.000000 Penalty: 3448.993164
	Iteration 41Q: 3 clusters Score -4506399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4506405.500000 Penalty: 3448.993164
	Iteration 42Q: 3 clusters Score -4506406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4506415.000000 Penalty: 3448.993164
	Iteration 43Q: 3 clusters Score -4506415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4506428.000000 Penalty: 3448.993164
	Iteration 44Q: 3 clusters Score -4506428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4506448.000000 Penalty: 3448.993164
	Iteration 45Q: 3 clusters Score -4506448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4506448.500000 Penalty: 3448.993164
	Iteration 46Q: 3 clusters Score -4506448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4506469.000000 Penalty: 3448.993164
	Iteration 47Q: 3 clusters Score -4506469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4506484.500000 Penalty: 3448.993164
	Iteration 48Q: 3 clusters Score -4506484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4506490.000000 Penalty: 3448.993164
	Iteration 49Q: 3 clusters Score -4506490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4506499.500000 Penalty: 3448.993164
	Iteration 50Q: 3 clusters Score -4506500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4506508.000000 Penalty: 3448.993164
	Iteration 51Q: 3 clusters Score -4506508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4506520.500000 Penalty: 3448.993164
	Iteration 52Q: 3 clusters Score -4506520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4506533.000000 Penalty: 3448.993164
	Iteration 53Q: 3 clusters Score -4506533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4506543.000000 Penalty: 3448.993164
	Iteration 54Q: 3 clusters Score -4506543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4506548.500000 Penalty: 3448.993164
	Iteration 55Q: 3 clusters Score -4506548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4506554.000000 Penalty: 3448.993164
	Iteration 56Q: 3 clusters Score -4506554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4506554.500000 Penalty: 3448.993164
	Iteration 57Q: 3 clusters Score -4506554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4506567.500000 Penalty: 3448.993164
	Iteration 58Q: 3 clusters Score -4506568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4506569.500000 Penalty: 3448.993164
	Iteration 59Q: 3 clusters Score -4506570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4506573.500000 Penalty: 3448.993164
	Iteration 60F: 3 clusters Score -4506574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4506572.500000 Penalty: 3448.993164
	Iteration 61Q: 3 clusters Score -4506572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4506573.000000 Penalty: 3448.993164
	Iteration 62Q: 3 clusters Score -4506573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4506576.500000 Penalty: 3448.993164
	Iteration 63Q: 3 clusters Score -4506576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4506579.500000 Penalty: 3448.993164
	Iteration 64Q: 3 clusters Score -4506580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4506580.000000 Penalty: 3448.993164
	Iteration 65Q: 3 clusters Score -4506580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4506580.500000 Penalty: 3448.993164
	Iteration 66Q: 3 clusters Score -4506580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4506582.000000 Penalty: 3448.993164
	Iteration 67Q: 3 clusters Score -4506582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4506581.000000 Penalty: 3448.993164
	Iteration 68Q: 3 clusters Score -4506581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4506581.000000 Penalty: 3448.993164
	Iteration 69F: 3 clusters Score -4506581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -577008.437500 Penalty: 1383.978882
	Iteration 0F: 2 clusters Score -577008.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -573002.187500 Penalty: 2767.957764
	Iteration 0F: 3 clusters Score -573002.2 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -574066.187500 Penalty: 2767.957764
	Iteration 1F: 3 clusters Score -574066.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -574231.750000 Penalty: 2767.957764
	Iteration 2F: 3 clusters Score -574231.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -574357.125000 Penalty: 2767.957764
	Iteration 3Q: 3 clusters Score -574357.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -574464.875000 Penalty: 2767.957764
	Iteration 4Q: 3 clusters Score -574464.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -574557.125000 Penalty: 2767.957764
	Iteration 5Q: 3 clusters Score -574557.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -574634.625000 Penalty: 2767.957764
	Iteration 6Q: 3 clusters Score -574634.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -574721.812500 Penalty: 2767.957764
	Iteration 7Q: 3 clusters Score -574721.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -574816.875000 Penalty: 2767.957764
	Iteration 8Q: 3 clusters Score -574816.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -574896.562500 Penalty: 2767.957764
	Iteration 9Q: 3 clusters Score -574896.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -574971.375000 Penalty: 2767.957764
	Iteration 10Q: 3 clusters Score -574971.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -575045.937500 Penalty: 2767.957764
	Iteration 11Q: 3 clusters Score -575045.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -575122.125000 Penalty: 2767.957764
	Iteration 12Q: 3 clusters Score -575122.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -575211.437500 Penalty: 2767.957764
	Iteration 13Q: 3 clusters Score -575211.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -575282.187500 Penalty: 2767.957764
	Iteration 14Q: 3 clusters Score -575282.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -575358.312500 Penalty: 2767.957764
	Iteration 15Q: 3 clusters Score -575358.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -575429.062500 Penalty: 2767.957764
	Iteration 16Q: 3 clusters Score -575429.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -575501.062500 Penalty: 2767.957764
	Iteration 17Q: 3 clusters Score -575501.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -575558.812500 Penalty: 2767.957764
	Iteration 18Q: 3 clusters Score -575558.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -575602.750000 Penalty: 2767.957764
	Iteration 19Q: 3 clusters Score -575602.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -575643.812500 Penalty: 2767.957764
	Iteration 20F: 3 clusters Score -575643.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -575674.187500 Penalty: 2767.957764
	Iteration 21Q: 3 clusters Score -575674.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -575706.500000 Penalty: 2767.957764
	Iteration 22Q: 3 clusters Score -575706.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -575726.250000 Penalty: 2767.957764
	Iteration 23Q: 3 clusters Score -575726.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -575746.562500 Penalty: 2767.957764
	Iteration 24Q: 3 clusters Score -575746.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -575761.687500 Penalty: 2767.957764
	Iteration 25Q: 3 clusters Score -575761.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -575774.500000 Penalty: 2767.957764
	Iteration 26Q: 3 clusters Score -575774.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -575789.000000 Penalty: 2767.957764
	Iteration 27Q: 3 clusters Score -575789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -575805.062500 Penalty: 2767.957764
	Iteration 28Q: 3 clusters Score -575805.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -575818.250000 Penalty: 2767.957764
	Iteration 29Q: 3 clusters Score -575818.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -575825.812500 Penalty: 2767.957764
	Iteration 30Q: 3 clusters Score -575825.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -575830.062500 Penalty: 2767.957764
	Iteration 31Q: 3 clusters Score -575830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -575830.375000 Penalty: 2767.957764
	Iteration 32Q: 3 clusters Score -575830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -575832.375000 Penalty: 2767.957764
	Iteration 33Q: 3 clusters Score -575832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -575832.375000 Penalty: 2767.957764
	Iteration 34F: 3 clusters Score -575832.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -136775.000000 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -136775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -135166.109375 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -135166.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135498.218750 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -135498.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135610.625000 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -135610.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -135710.828125 Penalty: 2334.264404
	Iteration 3F: 3 clusters Score -135710.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -135834.765625 Penalty: 2334.264404
	Iteration 4F: 3 clusters Score -135834.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -135977.859375 Penalty: 2334.264404
	Iteration 5F: 3 clusters Score -135977.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -136074.906250 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -136074.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -136158.625000 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -136158.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -136237.671875 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -136237.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -136299.406250 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -136299.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -136349.421875 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -136349.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -136388.734375 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -136388.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -136399.312500 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -136399.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -136404.546875 Penalty: 2334.264404
	Iteration 13Q: 3 clusters Score -136404.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -136408.343750 Penalty: 2334.264404
	Iteration 14Q: 3 clusters Score -136408.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -136409.359375 Penalty: 2334.264404
	Iteration 15Q: 3 clusters Score -136409.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -136410.515625 Penalty: 2334.264404
	Iteration 16Q: 3 clusters Score -136410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -136410.515625 Penalty: 2334.264404
	Iteration 17F: 3 clusters Score -136410.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Entering Unmasked Estep 
Score: -3677694.250000 Penalty: 1686.911499
	Iteration 0F: 2 clusters Score -3677694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3656092.500000 Penalty: 3373.822998
	Iteration 0F: 3 clusters Score -3656092 nChanged 14863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -3664438.500000 Penalty: 3373.822998
	Iteration 1F: 3 clusters Score -3664438 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3665069.500000 Penalty: 3373.822998
	Iteration 2Q: 3 clusters Score -3665070 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3665777.000000 Penalty: 3373.822998
	Iteration 3F: 3 clusters Score -3665777 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3666803.250000 Penalty: 3373.822998
	Iteration 4F: 3 clusters Score -3666803 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3668204.750000 Penalty: 3373.822998
	Iteration 5F: 3 clusters Score -3668205 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3669916.500000 Penalty: 3373.822998
	Iteration 6F: 3 clusters Score -3669916 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3671752.000000 Penalty: 3373.822998
	Iteration 7F: 3 clusters Score -3671752 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -3673279.750000 Penalty: 3373.822998
	Iteration 8F: 3 clusters Score -3673280 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3674222.000000 Penalty: 3373.822998
	Iteration 9Q: 3 clusters Score -3674222 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3674668.750000 Penalty: 3373.822998
	Iteration 10Q: 3 clusters Score -3674669 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3674961.500000 Penalty: 3373.822998
	Iteration 11Q: 3 clusters Score -3674962 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -3675173.000000 Penalty: 3373.822998
	Iteration 12Q: 3 clusters Score -3675173 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -3675316.750000 Penalty: 3373.822998
	Iteration 13Q: 3 clusters Score -3675317 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3675428.500000 Penalty: 3373.822998
	Iteration 14Q: 3 clusters Score -3675428 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3675525.000000 Penalty: 3373.822998
	Iteration 15Q: 3 clusters Score -3675525 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -3675607.750000 Penalty: 3373.822998
	Iteration 16Q: 3 clusters Score -3675608 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -3675712.750000 Penalty: 3373.822998
	Iteration 17Q: 3 clusters Score -3675713 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -3675809.750000 Penalty: 3373.822998
	Iteration 18Q: 3 clusters Score -3675810 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -3675910.250000 Penalty: 3373.822998
	Iteration 19Q: 3 clusters Score -3675910 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -3675995.500000 Penalty: 3373.822998
	Iteration 20F: 3 clusters Score -3675996 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3676067.250000 Penalty: 3373.822998
	Iteration 21Q: 3 clusters Score -3676067 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -3676129.750000 Penalty: 3373.822998
	Iteration 22Q: 3 clusters Score -3676130 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -3676183.500000 Penalty: 3373.822998
	Iteration 23Q: 3 clusters Score -3676184 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -3676246.500000 Penalty: 3373.822998
	Iteration 24Q: 3 clusters Score -3676246 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -3676280.500000 Penalty: 3373.822998
	Iteration 25Q: 3 clusters Score -3676280 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -3676322.750000 Penalty: 3373.822998
	Iteration 26Q: 3 clusters Score -3676323 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -3676376.750000 Penalty: 3373.822998
	Iteration 27Q: 3 clusters Score -3676377 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -3676419.000000 Penalty: 3373.822998
	Iteration 28Q: 3 clusters Score -3676419 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -3676449.250000 Penalty: 3373.822998
	Iteration 29Q: 3 clusters Score -3676449 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -3676461.000000 Penalty: 3373.822998
	Iteration 30Q: 3 clusters Score -3676461 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -3676492.500000 Penalty: 3373.822998
	Iteration 31Q: 3 clusters Score -3676492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -3676514.500000 Penalty: 3373.822998
	Iteration 32Q: 3 clusters Score -3676514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -3676523.500000 Penalty: 3373.822998
	Iteration 33Q: 3 clusters Score -3676524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -3676527.500000 Penalty: 3373.822998
	Iteration 34Q: 3 clusters Score -3676528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -3676535.500000 Penalty: 3373.822998
	Iteration 35Q: 3 clusters Score -3676536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -3676545.750000 Penalty: 3373.822998
	Iteration 36Q: 3 clusters Score -3676546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -3676560.250000 Penalty: 3373.822998
	Iteration 37Q: 3 clusters Score -3676560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -3676572.500000 Penalty: 3373.822998
	Iteration 38Q: 3 clusters Score -3676572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -3676577.250000 Penalty: 3373.822998
	Iteration 39Q: 3 clusters Score -3676577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -3676577.000000 Penalty: 3373.822998
	Iteration 40F: 3 clusters Score -3676577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -3676585.500000 Penalty: 3373.822998
	Iteration 41Q: 3 clusters Score -3676586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -3676593.250000 Penalty: 3373.822998
	Iteration 42Q: 3 clusters Score -3676593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -3676592.750000 Penalty: 3373.822998
	Iteration 43Q: 3 clusters Score -3676593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -3676595.250000 Penalty: 3373.822998
	Iteration 44Q: 3 clusters Score -3676595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -3676598.000000 Penalty: 3373.822998
	Iteration 45Q: 3 clusters Score -3676598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -3676597.500000 Penalty: 3373.822998
	Iteration 46Q: 3 clusters Score -3676598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -3676599.000000 Penalty: 3373.822998
	Iteration 47Q: 3 clusters Score -3676599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -3676598.000000 Penalty: 3373.822998
	Iteration 48Q: 3 clusters Score -3676598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -3676597.750000 Penalty: 3373.822998
	Iteration 49Q: 3 clusters Score -3676598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -3676597.750000 Penalty: 3373.822998
	Iteration 50F: 3 clusters Score -3676598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Entering Unmasked Estep 
Score: -10580518.000000 Penalty: 1859.701172
	Iteration 0F: 2 clusters Score -1.058052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -10518159.000000 Penalty: 3719.402344
	Iteration 0F: 3 clusters Score -1.051816e+07 nChanged 44617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -10544876.000000 Penalty: 3719.402344
	Iteration 1F: 3 clusters Score -1.054488e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -10546428.000000 Penalty: 3719.402344
	Iteration 2Q: 3 clusters Score -1.054643e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -10548686.000000 Penalty: 3719.402344
	Iteration 3Q: 3 clusters Score -1.054869e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -10551785.000000 Penalty: 3719.402344
	Iteration 4F: 3 clusters Score -1.055178e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -10555937.000000 Penalty: 3719.402344
	Iteration 5F: 3 clusters Score -1.055594e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -10560159.000000 Penalty: 3719.402344
	Iteration 6F: 3 clusters Score -1.056016e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -10563779.000000 Penalty: 3719.402344
	Iteration 7F: 3 clusters Score -1.056378e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -10566408.000000 Penalty: 3719.402344
	Iteration 8F: 3 clusters Score -1.056641e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -10567824.000000 Penalty: 3719.402344
	Iteration 9Q: 3 clusters Score -1.056782e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -10568459.000000 Penalty: 3719.402344
	Iteration 10Q: 3 clusters Score -1.056846e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -10568835.000000 Penalty: 3719.402344
	Iteration 11Q: 3 clusters Score -1.056884e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -10569221.000000 Penalty: 3719.402344
	Iteration 12Q: 3 clusters Score -1.056922e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -10569602.000000 Penalty: 3719.402344
	Iteration 13Q: 3 clusters Score -1.05696e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -10569913.000000 Penalty: 3719.402344
	Iteration 14Q: 3 clusters Score -1.056991e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -10570344.000000 Penalty: 3719.402344
	Iteration 15Q: 3 clusters Score -1.057034e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 65838 members 
Entering Unmasked Estep 
Score: -10570758.000000 Penalty: 3719.402344
	Iteration 16Q: 3 clusters Score -1.057076e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -10571159.000000 Penalty: 3719.402344
	Iteration 17Q: 3 clusters Score -1.057116e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -10571684.000000 Penalty: 3719.402344
	Iteration 18Q: 3 clusters Score -1.057168e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 69891 members 
Entering Unmasked Estep 
Score: -10572314.000000 Penalty: 3719.402344
	Iteration 19Q: 3 clusters Score -1.057231e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -10573146.000000 Penalty: 3719.402344
	Iteration 20F: 3 clusters Score -1.057315e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -10574022.000000 Penalty: 3719.402344
	Iteration 21Q: 3 clusters Score -1.057402e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -10575000.000000 Penalty: 3719.402344
	Iteration 22Q: 3 clusters Score -1.0575e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -10575811.000000 Penalty: 3719.402344
	Iteration 23Q: 3 clusters Score -1.057581e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -10576644.000000 Penalty: 3719.402344
	Iteration 24Q: 3 clusters Score -1.057664e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 78072 members 
Entering Unmasked Estep 
Score: -10577456.000000 Penalty: 3719.402344
	Iteration 25Q: 3 clusters Score -1.057746e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -10578056.000000 Penalty: 3719.402344
	Iteration 26Q: 3 clusters Score -1.057806e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -10578444.000000 Penalty: 3719.402344
	Iteration 27Q: 3 clusters Score -1.057844e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 80490 members 
Entering Unmasked Estep 
Score: -10578775.000000 Penalty: 3719.402344
	Iteration 28Q: 3 clusters Score -1.057878e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 81114 members 
Entering Unmasked Estep 
Score: -10579039.000000 Penalty: 3719.402344
	Iteration 29Q: 3 clusters Score -1.057904e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 81675 members 
Entering Unmasked Estep 
Score: -10579209.000000 Penalty: 3719.402344
	Iteration 30Q: 3 clusters Score -1.057921e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 82223 members 
Entering Unmasked Estep 
Score: -10579352.000000 Penalty: 3719.402344
	Iteration 31Q: 3 clusters Score -1.057935e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
Score: -10579522.000000 Penalty: 3719.402344
	Iteration 32Q: 3 clusters Score -1.057952e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
Score: -10579558.000000 Penalty: 3719.402344
	Iteration 33Q: 3 clusters Score -1.057956e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 83573 members 
Entering Unmasked Estep 
Score: -10579624.000000 Penalty: 3719.402344
	Iteration 34Q: 3 clusters Score -1.057962e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -10579724.000000 Penalty: 3719.402344
	Iteration 35Q: 3 clusters Score -1.057972e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 84352 members 
Entering Unmasked Estep 
Score: -10579851.000000 Penalty: 3719.402344
	Iteration 36Q: 3 clusters Score -1.057985e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -10579943.000000 Penalty: 3719.402344
	Iteration 37Q: 3 clusters Score -1.057994e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 85002 members 
Entering Unmasked Estep 
Score: -10580010.000000 Penalty: 3719.402344
	Iteration 38Q: 3 clusters Score -1.058001e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -10580077.000000 Penalty: 3719.402344
	Iteration 39Q: 3 clusters Score -1.058008e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 85531 members 
Entering Unmasked Estep 
Score: -10580152.000000 Penalty: 3719.402344
	Iteration 40F: 3 clusters Score -1.058015e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 85739 members 
Entering Unmasked Estep 
Score: -10580232.000000 Penalty: 3719.402344
	Iteration 41Q: 3 clusters Score -1.058023e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 85956 members 
Entering Unmasked Estep 
Score: -10580269.000000 Penalty: 3719.402344
	Iteration 42Q: 3 clusters Score -1.058027e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 86171 members 
Entering Unmasked Estep 
Score: -10580337.000000 Penalty: 3719.402344
	Iteration 43Q: 3 clusters Score -1.058034e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -10580360.000000 Penalty: 3719.402344
	Iteration 44Q: 3 clusters Score -1.058036e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -10580415.000000 Penalty: 3719.402344
	Iteration 45Q: 3 clusters Score -1.058042e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 86729 members 
Entering Unmasked Estep 
Score: -10580466.000000 Penalty: 3719.402344
	Iteration 46Q: 3 clusters Score -1.058047e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 86873 members 
Entering Unmasked Estep 
Score: -10580511.000000 Penalty: 3719.402344
	Iteration 47Q: 3 clusters Score -1.058051e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -10580497.000000 Penalty: 3719.402344
	Iteration 48Q: 3 clusters Score -1.05805e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 87116 members 
Entering Unmasked Estep 
Score: -10580496.000000 Penalty: 3719.402344
	Iteration 49Q: 3 clusters Score -1.05805e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 87215 members 
Entering Unmasked Estep 
Score: -10580511.000000 Penalty: 3719.402344
	Iteration 50Q: 3 clusters Score -1.058051e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -10580515.000000 Penalty: 3719.402344
	Iteration 51Q: 3 clusters Score -1.058052e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -10580547.000000 Penalty: 3719.402344
	Iteration 52Q: 3 clusters Score -1.058055e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
Score: -10580566.000000 Penalty: 3719.402344
	Iteration 53Q: 3 clusters Score -1.058057e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -10580560.000000 Penalty: 3719.402344
	Iteration 54Q: 3 clusters Score -1.058056e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -10580565.000000 Penalty: 3719.402344
	Iteration 55Q: 3 clusters Score -1.058056e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 87676 members 
Entering Unmasked Estep 
Score: -10580574.000000 Penalty: 3719.402344
	Iteration 56Q: 3 clusters Score -1.058057e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -10580572.000000 Penalty: 3719.402344
	Iteration 57Q: 3 clusters Score -1.058057e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 87763 members 
Entering Unmasked Estep 
Score: -10580562.000000 Penalty: 3719.402344
	Iteration 58Q: 3 clusters Score -1.058056e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 87797 members 
Entering Unmasked Estep 
Score: -10580579.000000 Penalty: 3719.402344
	Iteration 59Q: 3 clusters Score -1.058058e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -10580586.000000 Penalty: 3719.402344
	Iteration 60F: 3 clusters Score -1.058059e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 87852 members 
Entering Unmasked Estep 
Score: -10580584.000000 Penalty: 3719.402344
	Iteration 61Q: 3 clusters Score -1.058058e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 87880 members 
Entering Unmasked Estep 
Score: -10580579.000000 Penalty: 3719.402344
	Iteration 62Q: 3 clusters Score -1.058058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -10580589.000000 Penalty: 3719.402344
	Iteration 63Q: 3 clusters Score -1.058059e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 87937 members 
Entering Unmasked Estep 
Score: -10580592.000000 Penalty: 3719.402344
	Iteration 64Q: 3 clusters Score -1.058059e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 87960 members 
Entering Unmasked Estep 
Score: -10580595.000000 Penalty: 3719.402344
	Iteration 65Q: 3 clusters Score -1.05806e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 87984 members 
Entering Unmasked Estep 
Score: -10580612.000000 Penalty: 3719.402344
	Iteration 66Q: 3 clusters Score -1.058061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 88011 members 
Entering Unmasked Estep 
Score: -10580612.000000 Penalty: 3719.402344
	Iteration 67Q: 3 clusters Score -1.058061e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -10580621.000000 Penalty: 3719.402344
	Iteration 68Q: 3 clusters Score -1.058062e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 88064 members 
Entering Unmasked Estep 
Score: -10580633.000000 Penalty: 3719.402344
	Iteration 69Q: 3 clusters Score -1.058063e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 88083 members 
Entering Unmasked Estep 
Score: -10580633.000000 Penalty: 3719.402344
	Iteration 70Q: 3 clusters Score -1.058063e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -10580638.000000 Penalty: 3719.402344
	Iteration 71Q: 3 clusters Score -1.058064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 88109 members 
Entering Unmasked Estep 
Score: -10580635.000000 Penalty: 3719.402344
	Iteration 72Q: 3 clusters Score -1.058064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 88119 members 
Entering Unmasked Estep 
Score: -10580624.000000 Penalty: 3719.402344
	Iteration 73Q: 3 clusters Score -1.058062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
Score: -10580637.000000 Penalty: 3719.402344
	Iteration 74Q: 3 clusters Score -1.058064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -10580641.000000 Penalty: 3719.402344
	Iteration 75Q: 3 clusters Score -1.058064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -10580636.000000 Penalty: 3719.402344
	Iteration 76Q: 3 clusters Score -1.058064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -10580641.000000 Penalty: 3719.402344
	Iteration 77Q: 3 clusters Score -1.058064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -10580634.000000 Penalty: 3719.402344
	Iteration 78Q: 3 clusters Score -1.058063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -10580648.000000 Penalty: 3719.402344
	Iteration 79Q: 3 clusters Score -1.058065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 88196 members 
Entering Unmasked Estep 
Score: -10580647.000000 Penalty: 3719.402344
	Iteration 80F: 3 clusters Score -1.058065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 88213 members 
Entering Unmasked Estep 
Score: -10580647.000000 Penalty: 3719.402344
	Iteration 81Q: 3 clusters Score -1.058065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 88227 members 
Entering Unmasked Estep 
Score: -10580648.000000 Penalty: 3719.402344
	Iteration 82Q: 3 clusters Score -1.058065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 88241 members 
Entering Unmasked Estep 
Score: -10580649.000000 Penalty: 3719.402344
	Iteration 83Q: 3 clusters Score -1.058065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -10580654.000000 Penalty: 3719.402344
	Iteration 84Q: 3 clusters Score -1.058065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -10580649.000000 Penalty: 3719.402344
	Iteration 85Q: 3 clusters Score -1.058065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -10580659.000000 Penalty: 3719.402344
	Iteration 86Q: 3 clusters Score -1.058066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 88293 members 
Entering Unmasked Estep 
Score: -10580653.000000 Penalty: 3719.402344
	Iteration 87Q: 3 clusters Score -1.058065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
Score: -10580650.000000 Penalty: 3719.402344
	Iteration 88Q: 3 clusters Score -1.058065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 88319 members 
Entering Unmasked Estep 
Score: -10580660.000000 Penalty: 3719.402344
	Iteration 89Q: 3 clusters Score -1.058066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -10580658.000000 Penalty: 3719.402344
	Iteration 90Q: 3 clusters Score -1.058066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 88334 members 
Entering Unmasked Estep 
Score: -10580672.000000 Penalty: 3719.402344
	Iteration 91Q: 3 clusters Score -1.058067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 88336 members 
Entering Unmasked Estep 
Score: -10580669.000000 Penalty: 3719.402344
	Iteration 92Q: 3 clusters Score -1.058067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -10580664.000000 Penalty: 3719.402344
	Iteration 93Q: 3 clusters Score -1.058066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -10580655.000000 Penalty: 3719.402344
	Iteration 94Q: 3 clusters Score -1.058066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -10580659.000000 Penalty: 3719.402344
	Iteration 95Q: 3 clusters Score -1.058066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -10580659.000000 Penalty: 3719.402344
	Iteration 96Q: 3 clusters Score -1.058066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -10580660.000000 Penalty: 3719.402344
	Iteration 97Q: 3 clusters Score -1.058066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -10580651.000000 Penalty: 3719.402344
	Iteration 98Q: 3 clusters Score -1.058065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 88371 members 
Entering Unmasked Estep 
Score: -10580651.000000 Penalty: 3719.402344
	Iteration 99Q: 3 clusters Score -1.058065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -10580659.000000 Penalty: 3719.402344
	Iteration 100F: 3 clusters Score -1.058066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 88378 members 
Entering Unmasked Estep 
Score: -10580660.000000 Penalty: 3719.402344
	Iteration 101Q: 3 clusters Score -1.058066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -10580663.000000 Penalty: 3719.402344
	Iteration 102Q: 3 clusters Score -1.058066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 88384 members 
Entering Unmasked Estep 
Score: -10580672.000000 Penalty: 3719.402344
	Iteration 103Q: 3 clusters Score -1.058067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -10580662.000000 Penalty: 3719.402344
	Iteration 104Q: 3 clusters Score -1.058066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -10580669.000000 Penalty: 3719.402344
	Iteration 105Q: 3 clusters Score -1.058067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 88391 members 
Entering Unmasked Estep 
Score: -10580670.000000 Penalty: 3719.402344
	Iteration 106Q: 3 clusters Score -1.058067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 88394 members 
Entering Unmasked Estep 
Score: -10580671.000000 Penalty: 3719.402344
	Iteration 107Q: 3 clusters Score -1.058067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 88394 members 
Entering Unmasked Estep 
Score: -10580671.000000 Penalty: 3719.402344
	Iteration 108F: 3 clusters Score -1.058067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 85758 members 
Mstep: Class 3 contains 12977 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15577 members 
Mstep: Class 6 contains 84224 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95066 members 
Mstep: Class 12 contains 78955 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 4975 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8081 members 
Mstep: Class 24 contains 88394 members 
Entering Unmasked Estep 
Score: -102099872.000000 Penalty: 53515.957031
Splitting cluster 21 changes total score from -102100160.000000 to -102099872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (4627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Entering Unmasked Estep 
Score: -504217.312500 Penalty: 1371.445435
	Iteration 0F: 2 clusters Score -504217.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -500467.093750 Penalty: 2742.890869
	Iteration 0F: 3 clusters Score -500467.1 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -501452.125000 Penalty: 2742.890869
	Iteration 1F: 3 clusters Score -501452.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -501599.250000 Penalty: 2742.890869
	Iteration 2F: 3 clusters Score -501599.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -501697.343750 Penalty: 2742.890869
	Iteration 3Q: 3 clusters Score -501697.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -501774.781250 Penalty: 2742.890869
	Iteration 4Q: 3 clusters Score -501774.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -501832.281250 Penalty: 2742.890869
	Iteration 5Q: 3 clusters Score -501832.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -501891.625000 Penalty: 2742.890869
	Iteration 6Q: 3 clusters Score -501891.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -501966.437500 Penalty: 2742.890869
	Iteration 7Q: 3 clusters Score -501966.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -502062.625000 Penalty: 2742.890869
	Iteration 8Q: 3 clusters Score -502062.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -502184.718750 Penalty: 2742.890869
	Iteration 9Q: 3 clusters Score -502184.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -502328.562500 Penalty: 2742.890869
	Iteration 10Q: 3 clusters Score -502328.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -502493.687500 Penalty: 2742.890869
	Iteration 11Q: 3 clusters Score -502493.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -502645.687500 Penalty: 2742.890869
	Iteration 12Q: 3 clusters Score -502645.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -502800.125000 Penalty: 2742.890869
	Iteration 13Q: 3 clusters Score -502800.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -502929.187500 Penalty: 2742.890869
	Iteration 14Q: 3 clusters Score -502929.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -503036.562500 Penalty: 2742.890869
	Iteration 15Q: 3 clusters Score -503036.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -503110.875000 Penalty: 2742.890869
	Iteration 16Q: 3 clusters Score -503110.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -503166.625000 Penalty: 2742.890869
	Iteration 17Q: 3 clusters Score -503166.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -503219.218750 Penalty: 2742.890869
	Iteration 18Q: 3 clusters Score -503219.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -503255.437500 Penalty: 2742.890869
	Iteration 19Q: 3 clusters Score -503255.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -503286.531250 Penalty: 2742.890869
	Iteration 20F: 3 clusters Score -503286.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -503316.156250 Penalty: 2742.890869
	Iteration 21Q: 3 clusters Score -503316.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -503340.593750 Penalty: 2742.890869
	Iteration 22Q: 3 clusters Score -503340.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -503365.343750 Penalty: 2742.890869
	Iteration 23Q: 3 clusters Score -503365.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -503377.531250 Penalty: 2742.890869
	Iteration 24Q: 3 clusters Score -503377.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -503385.156250 Penalty: 2742.890869
	Iteration 25Q: 3 clusters Score -503385.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -503388.468750 Penalty: 2742.890869
	Iteration 26Q: 3 clusters Score -503388.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -503392.687500 Penalty: 2742.890869
	Iteration 27Q: 3 clusters Score -503392.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -503393.218750 Penalty: 2742.890869
	Iteration 28Q: 3 clusters Score -503393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -503393.531250 Penalty: 2742.890869
	Iteration 29Q: 3 clusters Score -503393.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -503393.531250 Penalty: 2742.890869
	Iteration 30F: 3 clusters Score -503393.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Entering Unmasked Estep 
Score: -938936.437500 Penalty: 1462.056519
	Iteration 0F: 2 clusters Score -938936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -933020.187500 Penalty: 2924.113037
	Iteration 0F: 3 clusters Score -933020.2 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -934811.812500 Penalty: 2924.113037
	Iteration 1F: 3 clusters Score -934811.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -935023.187500 Penalty: 2924.113037
	Iteration 2F: 3 clusters Score -935023.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -935264.062500 Penalty: 2924.113037
	Iteration 3F: 3 clusters Score -935264.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -935581.000000 Penalty: 2924.113037
	Iteration 4F: 3 clusters Score -935581 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -935959.937500 Penalty: 2924.113037
	Iteration 5F: 3 clusters Score -935959.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -936417.562500 Penalty: 2924.113037
	Iteration 6F: 3 clusters Score -936417.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -936949.500000 Penalty: 2924.113037
	Iteration 7F: 3 clusters Score -936949.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -937460.250000 Penalty: 2924.113037
	Iteration 8F: 3 clusters Score -937460.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -937883.812500 Penalty: 2924.113037
	Iteration 9F: 3 clusters Score -937883.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -938134.250000 Penalty: 2924.113037
	Iteration 10Q: 3 clusters Score -938134.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -938223.250000 Penalty: 2924.113037
	Iteration 11Q: 3 clusters Score -938223.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -938249.250000 Penalty: 2924.113037
	Iteration 12Q: 3 clusters Score -938249.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -938258.562500 Penalty: 2924.113037
	Iteration 13Q: 3 clusters Score -938258.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -938266.562500 Penalty: 2924.113037
	Iteration 14Q: 3 clusters Score -938266.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -938266.875000 Penalty: 2924.113037
	Iteration 15Q: 3 clusters Score -938266.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -938269.937500 Penalty: 2924.113037
	Iteration 16Q: 3 clusters Score -938269.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -938269.375000 Penalty: 2924.113037
	Iteration 17Q: 3 clusters Score -938269.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -938272.312500 Penalty: 2924.113037
	Iteration 18Q: 3 clusters Score -938272.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -938271.562500 Penalty: 2924.113037
	Iteration 19Q: 3 clusters Score -938271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -938273.062500 Penalty: 2924.113037
	Iteration 20F: 3 clusters Score -938273.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -938273.937500 Penalty: 2924.113037
	Iteration 21Q: 3 clusters Score -938273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -938273.437500 Penalty: 2924.113037
	Iteration 22Q: 3 clusters Score -938273.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -938273.562500 Penalty: 2924.113037
	Iteration 23Q: 3 clusters Score -938273.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -938273.562500 Penalty: 2924.113037
	Iteration 24F: 3 clusters Score -938273.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 85758 members 
Mstep: Class 3 contains 12977 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15577 members 
Mstep: Class 6 contains 84224 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95066 members 
Mstep: Class 12 contains 78955 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100200.000000 Penalty: 51286.125000
Iteration 359Q: 24 clusters Score -1.021002e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 85763 members 
Mstep: Class 3 contains 12977 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 84218 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95065 members 
Mstep: Class 12 contains 78958 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100184.000000 Penalty: 51286.125000
Iteration 360F: 24 clusters Score -1.021002e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79091 members 
Mstep: Class 2 contains 85767 members 
Mstep: Class 3 contains 12977 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 84209 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78966 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100088.000000 Penalty: 51286.125000
Iteration 361Q: 24 clusters Score -1.021001e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 85777 members 
Mstep: Class 3 contains 12977 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 84201 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78964 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100144.000000 Penalty: 51286.125000
Iteration 362Q: 24 clusters Score -1.021001e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 85781 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 84197 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78964 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100192.000000 Penalty: 51286.125000
Iteration 363Q: 24 clusters Score -1.021002e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79095 members 
Mstep: Class 2 contains 85784 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 84191 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95062 members 
Mstep: Class 12 contains 78966 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100200.000000 Penalty: 51286.125000
Iteration 364Q: 24 clusters Score -1.021002e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79097 members 
Mstep: Class 2 contains 85785 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 84186 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95061 members 
Mstep: Class 12 contains 78968 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100168.000000 Penalty: 51286.125000
Iteration 365Q: 24 clusters Score -1.021002e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 85785 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15577 members 
Mstep: Class 6 contains 84185 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95061 members 
Mstep: Class 12 contains 78969 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100152.000000 Penalty: 51286.125000
Iteration 366Q: 24 clusters Score -1.021002e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79095 members 
Mstep: Class 2 contains 85788 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 84184 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95062 members 
Mstep: Class 12 contains 78969 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100168.000000 Penalty: 51286.125000
Iteration 367Q: 24 clusters Score -1.021002e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 85794 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 84182 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95062 members 
Mstep: Class 12 contains 78967 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100200.000000 Penalty: 51286.125000
Iteration 368Q: 24 clusters Score -1.021002e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79092 members 
Mstep: Class 2 contains 85799 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 84179 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95062 members 
Mstep: Class 12 contains 78965 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100184.000000 Penalty: 51286.125000
Iteration 369Q: 24 clusters Score -1.021002e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79094 members 
Mstep: Class 2 contains 85799 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 84178 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78964 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100216.000000 Penalty: 51286.125000
Iteration 370Q: 24 clusters Score -1.021002e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79094 members 
Mstep: Class 2 contains 85802 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 84177 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78963 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100232.000000 Penalty: 51286.125000
Iteration 371Q: 24 clusters Score -1.021002e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 85800 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 84177 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78965 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100232.000000 Penalty: 51286.125000
Iteration 372Q: 24 clusters Score -1.021002e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79100 members 
Mstep: Class 2 contains 85798 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 84171 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78973 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100176.000000 Penalty: 51286.125000
Iteration 373Q: 24 clusters Score -1.021002e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 85798 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 84167 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78977 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100192.000000 Penalty: 51286.125000
Iteration 374Q: 24 clusters Score -1.021002e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 85796 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 84162 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78981 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100144.000000 Penalty: 51286.125000
Iteration 375Q: 24 clusters Score -1.021001e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 85800 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 84160 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78979 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100168.000000 Penalty: 51286.125000
Iteration 376Q: 24 clusters Score -1.021002e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 85800 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 84155 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78982 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100160.000000 Penalty: 51286.125000
Iteration 377Q: 24 clusters Score -1.021002e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 85800 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 84149 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78986 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100160.000000 Penalty: 51286.125000
Iteration 378Q: 24 clusters Score -1.021002e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 85799 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 84145 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 78989 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100184.000000 Penalty: 51286.125000
Iteration 379Q: 24 clusters Score -1.021002e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79121 members 
Mstep: Class 2 contains 85796 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15574 members 
Mstep: Class 6 contains 84140 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95062 members 
Mstep: Class 12 contains 78997 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100200.000000 Penalty: 51286.125000
Iteration 380F: 24 clusters Score -1.021002e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 85794 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15574 members 
Mstep: Class 6 contains 84137 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95060 members 
Mstep: Class 12 contains 78998 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100176.000000 Penalty: 51286.125000
Iteration 381Q: 24 clusters Score -1.021002e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 85798 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84132 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95058 members 
Mstep: Class 12 contains 79000 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100168.000000 Penalty: 51286.125000
Iteration 382Q: 24 clusters Score -1.021002e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 85802 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84125 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95057 members 
Mstep: Class 12 contains 79006 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100208.000000 Penalty: 51286.125000
Iteration 383Q: 24 clusters Score -1.021002e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 85809 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84123 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95056 members 
Mstep: Class 12 contains 79004 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100200.000000 Penalty: 51286.125000
Iteration 384Q: 24 clusters Score -1.021002e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 85811 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15570 members 
Mstep: Class 6 contains 84118 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 79007 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100200.000000 Penalty: 51286.125000
Iteration 385Q: 24 clusters Score -1.021002e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 85814 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84117 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 79007 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100216.000000 Penalty: 51286.125000
Iteration 386Q: 24 clusters Score -1.021002e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 85818 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84115 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 79007 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100200.000000 Penalty: 51286.125000
Iteration 387Q: 24 clusters Score -1.021002e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 85823 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84114 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 79005 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100168.000000 Penalty: 51286.125000
Iteration 388Q: 24 clusters Score -1.021002e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 85828 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84114 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 79006 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100168.000000 Penalty: 51286.125000
Iteration 389Q: 24 clusters Score -1.021002e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 85826 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84114 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95053 members 
Mstep: Class 12 contains 79007 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32241 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100168.000000 Penalty: 51286.125000
Iteration 390Q: 24 clusters Score -1.021002e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 85830 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84113 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95054 members 
Mstep: Class 12 contains 79005 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100184.000000 Penalty: 51286.125000
Iteration 391Q: 24 clusters Score -1.021002e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 85832 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15570 members 
Mstep: Class 6 contains 84112 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95054 members 
Mstep: Class 12 contains 79004 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100168.000000 Penalty: 51286.125000
Iteration 392Q: 24 clusters Score -1.021002e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 85836 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84112 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95054 members 
Mstep: Class 12 contains 79004 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100136.000000 Penalty: 51286.125000
Iteration 393Q: 24 clusters Score -1.021001e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 85839 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84112 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95054 members 
Mstep: Class 12 contains 79001 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100176.000000 Penalty: 51286.125000
Iteration 394Q: 24 clusters Score -1.021002e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 85840 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84111 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 79000 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100128.000000 Penalty: 51286.125000
Iteration 395Q: 24 clusters Score -1.021001e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 85846 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84111 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95056 members 
Mstep: Class 12 contains 78995 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100136.000000 Penalty: 51286.125000
Iteration 396Q: 24 clusters Score -1.021001e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 85850 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84109 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78995 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100168.000000 Penalty: 51286.125000
Iteration 397Q: 24 clusters Score -1.021002e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 85855 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84106 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48390 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78995 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100160.000000 Penalty: 51286.125000
Iteration 398Q: 24 clusters Score -1.021002e+08 nChanged 13
Entering ConstructFrom: 
Score: -102100160.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (79110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79110 members 
Entering Unmasked Estep 
Score: -9194893.000000 Penalty: 1832.771729
	Iteration 0F: 2 clusters Score -9194893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -9142087.000000 Penalty: 3665.543457
	Iteration 0F: 3 clusters Score -9142087 nChanged 37677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -9163701.000000 Penalty: 3665.543457
	Iteration 1F: 3 clusters Score -9163701 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -9164555.000000 Penalty: 3665.543457
	Iteration 2Q: 3 clusters Score -9164555 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -9165773.000000 Penalty: 3665.543457
	Iteration 3Q: 3 clusters Score -9165773 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -9167640.000000 Penalty: 3665.543457
	Iteration 4Q: 3 clusters Score -9167640 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -9170931.000000 Penalty: 3665.543457
	Iteration 5F: 3 clusters Score -9170931 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -9175332.000000 Penalty: 3665.543457
	Iteration 6F: 3 clusters Score -9175332 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -9180269.000000 Penalty: 3665.543457
	Iteration 7F: 3 clusters Score -9180269 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -9184160.000000 Penalty: 3665.543457
	Iteration 8F: 3 clusters Score -9184160 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -9186475.000000 Penalty: 3665.543457
	Iteration 9Q: 3 clusters Score -9186475 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -9187928.000000 Penalty: 3665.543457
	Iteration 10Q: 3 clusters Score -9187928 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -9188913.000000 Penalty: 3665.543457
	Iteration 11Q: 3 clusters Score -9188913 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68484 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -9189626.000000 Penalty: 3665.543457
	Iteration 12Q: 3 clusters Score -9189626 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69235 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -9190109.000000 Penalty: 3665.543457
	Iteration 13Q: 3 clusters Score -9190109 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -9190472.000000 Penalty: 3665.543457
	Iteration 14Q: 3 clusters Score -9190472 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -9190776.000000 Penalty: 3665.543457
	Iteration 15Q: 3 clusters Score -9190776 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70907 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -9191044.000000 Penalty: 3665.543457
	Iteration 16Q: 3 clusters Score -9191044 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -9191233.000000 Penalty: 3665.543457
	Iteration 17Q: 3 clusters Score -9191233 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -9191418.000000 Penalty: 3665.543457
	Iteration 18Q: 3 clusters Score -9191418 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -9191584.000000 Penalty: 3665.543457
	Iteration 19Q: 3 clusters Score -9191584 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -9191749.000000 Penalty: 3665.543457
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73984 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74434 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 74983 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 75413 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75559 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 75861 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 76099 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 76419 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 76511 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 76807 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 77151 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 77246 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77299 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77337 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9193123.000000 Penalty: 3665.543457
	Iteration 60F: 3 clusters Score -9193123 nChanged 29
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Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9193130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77390 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9193141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77441 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9193145 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77490 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9193178 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9193189 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9193195 nChanged 34
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Mstep: Class 1 contains 77575 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9193207 nChanged 27
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Mstep: Class 1 contains 77598 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9193215 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77618 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9193225 nChanged 24
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Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9193227 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9193256 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9193258 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9193270 nChanged 23
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Mstep: Class 1 contains 77757 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77770 members 
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	Iteration 79Q: 3 clusters Score -9193282 nChanged 8
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Mstep: Class 1 contains 77776 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9193275 nChanged 19
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Mstep: Class 1 contains 77791 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9193280 nChanged 20
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Mstep: Class 1 contains 77809 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9193277 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9193286 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9193293 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9193300 nChanged 9
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Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9193295 nChanged 10
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Mstep: Class 1 contains 77864 members 
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	Iteration 87Q: 3 clusters Score -9193297 nChanged 10
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	Iteration 88Q: 3 clusters Score -9193300 nChanged 11
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Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9193309.000000 Penalty: 3665.543457
	Iteration 89Q: 3 clusters Score -9193309 nChanged 4
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Mstep: Class 1 contains 77885 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9193307 nChanged 3
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Mstep: Class 1 contains 77888 members 
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	Iteration 91Q: 3 clusters Score -9193309 nChanged 6
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	Iteration 92Q: 3 clusters Score -9193299 nChanged 8
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Mstep: Class 1 contains 77896 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9193303 nChanged 13
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Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 1207 members 
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	Iteration 94Q: 3 clusters Score -9193307 nChanged 11
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Mstep: Class 1 contains 77912 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9193322 nChanged 10
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9193320 nChanged 10
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Mstep: Class 1 contains 77932 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9193327 nChanged 9
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Mstep: Class 2 contains 1169 members 
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	Iteration 98Q: 3 clusters Score -9193326 nChanged 12
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	Iteration 99Q: 3 clusters Score -9193337 nChanged 10
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Mstep: Class 1 contains 77959 members 
Mstep: Class 2 contains 1151 members 
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	Iteration 100F: 3 clusters Score -9193337 nChanged 8
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Mstep: Class 1 contains 77967 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9193330.000000 Penalty: 3665.543457
	Iteration 101Q: 3 clusters Score -9193330 nChanged 8
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Mstep: Class 1 contains 77975 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9193328 nChanged 11
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Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9193330 nChanged 10
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Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9193329 nChanged 12
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Mstep: Class 1 contains 78002 members 
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Entering Unmasked Estep 
Score: -9193332.000000 Penalty: 3665.543457
	Iteration 105Q: 3 clusters Score -9193332 nChanged 11
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Mstep: Class 1 contains 78011 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9193328 nChanged 10
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9193332 nChanged 7
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Mstep: Class 1 contains 78018 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9193321.000000 Penalty: 3665.543457
	Iteration 108Q: 3 clusters Score -9193321 nChanged 6
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Mstep: Class 1 contains 78022 members 
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Entering Unmasked Estep 
Score: -9193336.000000 Penalty: 3665.543457
	Iteration 109Q: 3 clusters Score -9193336 nChanged 7
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Mstep: Class 1 contains 78027 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9193335 nChanged 8
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Mstep: Class 1 contains 78031 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9193336 nChanged 4
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Mstep: Class 1 contains 78035 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9193337 nChanged 3
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Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9193337.000000 Penalty: 3665.543457
	Iteration 113Q: 3 clusters Score -9193337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78036 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9193337.000000 Penalty: 3665.543457
	Iteration 114Q: 3 clusters Score -9193337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9193342.000000 Penalty: 3665.543457
	Iteration 115Q: 3 clusters Score -9193342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9193342.000000 Penalty: 3665.543457
	Iteration 116F: 3 clusters Score -9193342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (85860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85860 members 
Entering Unmasked Estep 
Score: -10024216.000000 Penalty: 1846.076904
	Iteration 0F: 2 clusters Score -1.002422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -9967511.000000 Penalty: 3692.153809
	Iteration 0F: 3 clusters Score -9967511 nChanged 40925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -9991005.000000 Penalty: 3692.153809
	Iteration 1F: 3 clusters Score -9991005 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -9991520.000000 Penalty: 3692.153809
	Iteration 2Q: 3 clusters Score -9991520 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -9992152.000000 Penalty: 3692.153809
	Iteration 3Q: 3 clusters Score -9992152 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -9993163.000000 Penalty: 3692.153809
	Iteration 4Q: 3 clusters Score -9993163 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -9994888.000000 Penalty: 3692.153809
	Iteration 5Q: 3 clusters Score -9994888 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -9997779.000000 Penalty: 3692.153809
	Iteration 6F: 3 clusters Score -9997779 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 65196 members 
Entering Unmasked Estep 
Score: -10002782.000000 Penalty: 3692.153809
	Iteration 7F: 3 clusters Score -1.000278e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -10009805.000000 Penalty: 3692.153809
	Iteration 8F: 3 clusters Score -1.00098e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -10016727.000000 Penalty: 3692.153809
	Iteration 9F: 3 clusters Score -1.001673e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -10020658.000000 Penalty: 3692.153809
	Iteration 10Q: 3 clusters Score -1.002066e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 85318 members 
Entering Unmasked Estep 
Score: -10021988.000000 Penalty: 3692.153809
	Iteration 11Q: 3 clusters Score -1.002199e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 85672 members 
Entering Unmasked Estep 
Score: -10022376.000000 Penalty: 3692.153809
	Iteration 12Q: 3 clusters Score -1.002238e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 85727 members 
Entering Unmasked Estep 
Score: -10022487.000000 Penalty: 3692.153809
	Iteration 13Q: 3 clusters Score -1.002249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -10022518.000000 Penalty: 3692.153809
	Iteration 14Q: 3 clusters Score -1.002252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 85745 members 
Entering Unmasked Estep 
Score: -10022540.000000 Penalty: 3692.153809
	Iteration 15Q: 3 clusters Score -1.002254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 85745 members 
Entering Unmasked Estep 
Score: -10022545.000000 Penalty: 3692.153809
	Iteration 16Q: 3 clusters Score -1.002254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 85747 members 
Entering Unmasked Estep 
Score: -10022550.000000 Penalty: 3692.153809
	Iteration 17Q: 3 clusters Score -1.002255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -10022559.000000 Penalty: 3692.153809
	Iteration 18Q: 3 clusters Score -1.002256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 85749 members 
Entering Unmasked Estep 
Score: -10022559.000000 Penalty: 3692.153809
	Iteration 19Q: 3 clusters Score -1.002256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -10022565.000000 Penalty: 3692.153809
	Iteration 20F: 3 clusters Score -1.002256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -10022568.000000 Penalty: 3692.153809
	Iteration 21Q: 3 clusters Score -1.002257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 85749 members 
Entering Unmasked Estep 
Score: -10022573.000000 Penalty: 3692.153809
	Iteration 22Q: 3 clusters Score -1.002257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -10022576.000000 Penalty: 3692.153809
	Iteration 23Q: 3 clusters Score -1.002258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -10022576.000000 Penalty: 3692.153809
	Iteration 24F: 3 clusters Score -1.002258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Entering Unmasked Estep 
Score: -1502833.000000 Penalty: 1539.014160
	Iteration 0F: 2 clusters Score -1502833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1493753.875000 Penalty: 3078.028320
	Iteration 0F: 3 clusters Score -1493754 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1496843.375000 Penalty: 3078.028320
	Iteration 1F: 3 clusters Score -1496843 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1497209.125000 Penalty: 3078.028320
	Iteration 2F: 3 clusters Score -1497209 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1497630.000000 Penalty: 3078.028320
	Iteration 3F: 3 clusters Score -1497630 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1498165.000000 Penalty: 3078.028320
	Iteration 4F: 3 clusters Score -1498165 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1498837.000000 Penalty: 3078.028320
	Iteration 5F: 3 clusters Score -1498837 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1499638.250000 Penalty: 3078.028320
	Iteration 6F: 3 clusters Score -1499638 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1500609.875000 Penalty: 3078.028320
	Iteration 7F: 3 clusters Score -1500610 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1501400.500000 Penalty: 3078.028320
	Iteration 8F: 3 clusters Score -1501400 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1501880.000000 Penalty: 3078.028320
	Iteration 9Q: 3 clusters Score -1501880 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1502085.625000 Penalty: 3078.028320
	Iteration 10Q: 3 clusters Score -1502086 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1502154.750000 Penalty: 3078.028320
	Iteration 11Q: 3 clusters Score -1502155 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1502195.500000 Penalty: 3078.028320
	Iteration 12Q: 3 clusters Score -1502196 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1502209.750000 Penalty: 3078.028320
	Iteration 13Q: 3 clusters Score -1502210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1502214.500000 Penalty: 3078.028320
	Iteration 14Q: 3 clusters Score -1502214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1502226.875000 Penalty: 3078.028320
	Iteration 15Q: 3 clusters Score -1502227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1502231.125000 Penalty: 3078.028320
	Iteration 16Q: 3 clusters Score -1502231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1502240.750000 Penalty: 3078.028320
	Iteration 17Q: 3 clusters Score -1502241 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1502245.500000 Penalty: 3078.028320
	Iteration 18Q: 3 clusters Score -1502246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1502246.500000 Penalty: 3078.028320
	Iteration 19Q: 3 clusters Score -1502246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1502245.750000 Penalty: 3078.028320
	Iteration 20F: 3 clusters Score -1502246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1502247.625000 Penalty: 3078.028320
	Iteration 21Q: 3 clusters Score -1502248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1502249.625000 Penalty: 3078.028320
	Iteration 22Q: 3 clusters Score -1502250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1502250.500000 Penalty: 3078.028320
	Iteration 23Q: 3 clusters Score -1502250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1502248.625000 Penalty: 3078.028320
	Iteration 24Q: 3 clusters Score -1502249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1502248.875000 Penalty: 3078.028320
	Iteration 25Q: 3 clusters Score -1502249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1502249.250000 Penalty: 3078.028320
	Iteration 26Q: 3 clusters Score -1502249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1502249.250000 Penalty: 3078.028320
	Iteration 27F: 3 clusters Score -1502249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Entering Unmasked Estep 
Score: -1135659.750000 Penalty: 1495.358765
	Iteration 0F: 2 clusters Score -1135660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1128611.875000 Penalty: 2990.717529
	Iteration 0F: 3 clusters Score -1128612 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1130845.750000 Penalty: 2990.717529
	Iteration 1F: 3 clusters Score -1130846 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1131133.750000 Penalty: 2990.717529
	Iteration 2F: 3 clusters Score -1131134 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1131406.000000 Penalty: 2990.717529
	Iteration 3F: 3 clusters Score -1131406 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1131666.875000 Penalty: 2990.717529
	Iteration 4F: 3 clusters Score -1131667 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1131960.750000 Penalty: 2990.717529
	Iteration 5F: 3 clusters Score -1131961 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1132331.375000 Penalty: 2990.717529
	Iteration 6F: 3 clusters Score -1132331 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1132761.750000 Penalty: 2990.717529
	Iteration 7F: 3 clusters Score -1132762 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1133171.500000 Penalty: 2990.717529
	Iteration 8Q: 3 clusters Score -1133172 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1133529.250000 Penalty: 2990.717529
	Iteration 9Q: 3 clusters Score -1133529 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1133801.750000 Penalty: 2990.717529
	Iteration 10Q: 3 clusters Score -1133802 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1133975.375000 Penalty: 2990.717529
	Iteration 11Q: 3 clusters Score -1133975 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1134079.625000 Penalty: 2990.717529
	Iteration 12Q: 3 clusters Score -1134080 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1134149.250000 Penalty: 2990.717529
	Iteration 13Q: 3 clusters Score -1134149 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1134186.250000 Penalty: 2990.717529
	Iteration 14Q: 3 clusters Score -1134186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1134219.250000 Penalty: 2990.717529
	Iteration 15Q: 3 clusters Score -1134219 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1134251.250000 Penalty: 2990.717529
	Iteration 16Q: 3 clusters Score -1134251 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1134274.000000 Penalty: 2990.717529
	Iteration 17Q: 3 clusters Score -1134274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1134292.000000 Penalty: 2990.717529
	Iteration 18Q: 3 clusters Score -1134292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1134299.875000 Penalty: 2990.717529
	Iteration 19Q: 3 clusters Score -1134300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1134303.625000 Penalty: 2990.717529
	Iteration 20F: 3 clusters Score -1134304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1134308.375000 Penalty: 2990.717529
	Iteration 21Q: 3 clusters Score -1134308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1134313.375000 Penalty: 2990.717529
	Iteration 22Q: 3 clusters Score -1134313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1134321.000000 Penalty: 2990.717529
	Iteration 23Q: 3 clusters Score -1134321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1134328.500000 Penalty: 2990.717529
	Iteration 24Q: 3 clusters Score -1134328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1134337.125000 Penalty: 2990.717529
	Iteration 25Q: 3 clusters Score -1134337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1134339.000000 Penalty: 2990.717529
	Iteration 26Q: 3 clusters Score -1134339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1134342.250000 Penalty: 2990.717529
	Iteration 27Q: 3 clusters Score -1134342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1134344.750000 Penalty: 2990.717529
	Iteration 28Q: 3 clusters Score -1134345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1134345.375000 Penalty: 2990.717529
	Iteration 29Q: 3 clusters Score -1134345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1134346.625000 Penalty: 2990.717529
	Iteration 30Q: 3 clusters Score -1134347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1134354.000000 Penalty: 2990.717529
	Iteration 31Q: 3 clusters Score -1134354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1134355.000000 Penalty: 2990.717529
	Iteration 32Q: 3 clusters Score -1134355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1134356.500000 Penalty: 2990.717529
	Iteration 33Q: 3 clusters Score -1134356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1134357.625000 Penalty: 2990.717529
	Iteration 34Q: 3 clusters Score -1134358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1134358.625000 Penalty: 2990.717529
	Iteration 35Q: 3 clusters Score -1134359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1134361.750000 Penalty: 2990.717529
	Iteration 36Q: 3 clusters Score -1134362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1134361.375000 Penalty: 2990.717529
	Iteration 37Q: 3 clusters Score -1134361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1134361.375000 Penalty: 2990.717529
	Iteration 38Q: 3 clusters Score -1134361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1134361.375000 Penalty: 2990.717529
	Iteration 39F: 3 clusters Score -1134361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Entering Unmasked Estep 
Score: -1728104.875000 Penalty: 1568.608154
	Iteration 0F: 2 clusters Score -1728105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1717396.875000 Penalty: 3137.216309
	Iteration 0F: 3 clusters Score -1717397 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1721128.250000 Penalty: 3137.216309
	Iteration 1F: 3 clusters Score -1721128 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1721347.875000 Penalty: 3137.216309
	Iteration 2Q: 3 clusters Score -1721348 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1721525.125000 Penalty: 3137.216309
	Iteration 3Q: 3 clusters Score -1721525 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1721698.375000 Penalty: 3137.216309
	Iteration 4Q: 3 clusters Score -1721698 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1721907.625000 Penalty: 3137.216309
	Iteration 5Q: 3 clusters Score -1721908 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1722180.000000 Penalty: 3137.216309
	Iteration 6Q: 3 clusters Score -1722180 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1722598.500000 Penalty: 3137.216309
	Iteration 7Q: 3 clusters Score -1722598 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1723169.625000 Penalty: 3137.216309
	Iteration 8F: 3 clusters Score -1723170 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1723950.000000 Penalty: 3137.216309
	Iteration 9F: 3 clusters Score -1723950 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1724869.000000 Penalty: 3137.216309
	Iteration 10F: 3 clusters Score -1724869 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1725663.125000 Penalty: 3137.216309
	Iteration 11F: 3 clusters Score -1725663 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1726181.750000 Penalty: 3137.216309
	Iteration 12Q: 3 clusters Score -1726182 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1726443.750000 Penalty: 3137.216309
	Iteration 13Q: 3 clusters Score -1726444 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1726581.125000 Penalty: 3137.216309
	Iteration 14Q: 3 clusters Score -1726581 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1726653.000000 Penalty: 3137.216309
	Iteration 15Q: 3 clusters Score -1726653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1726697.875000 Penalty: 3137.216309
	Iteration 16Q: 3 clusters Score -1726698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1726717.750000 Penalty: 3137.216309
	Iteration 17Q: 3 clusters Score -1726718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1726723.500000 Penalty: 3137.216309
	Iteration 18Q: 3 clusters Score -1726724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1726725.125000 Penalty: 3137.216309
	Iteration 19Q: 3 clusters Score -1726725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1726725.000000 Penalty: 3137.216309
	Iteration 20F: 3 clusters Score -1726725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (84101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84101 members 
Entering Unmasked Estep 
Score: -9762527.000000 Penalty: 1842.713257
	Iteration 0F: 2 clusters Score -9762527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -9706892.000000 Penalty: 3685.426514
	Iteration 0F: 3 clusters Score -9706892 nChanged 39870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -9729823.000000 Penalty: 3685.426514
	Iteration 1F: 3 clusters Score -9729823 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -9730555.000000 Penalty: 3685.426514
	Iteration 2Q: 3 clusters Score -9730555 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -9731754.000000 Penalty: 3685.426514
	Iteration 3Q: 3 clusters Score -9731754 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -9734377.000000 Penalty: 3685.426514
	Iteration 4F: 3 clusters Score -9734377 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -9739434.000000 Penalty: 3685.426514
	Iteration 5F: 3 clusters Score -9739434 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 70500 members 
Entering Unmasked Estep 
Score: -9747321.000000 Penalty: 3685.426514
	Iteration 6F: 3 clusters Score -9747321 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 78233 members 
Entering Unmasked Estep 
Score: -9755295.000000 Penalty: 3685.426514
	Iteration 7F: 3 clusters Score -9755295 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 82427 members 
Entering Unmasked Estep 
Score: -9759274.000000 Penalty: 3685.426514
	Iteration 8Q: 3 clusters Score -9759274 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -9760403.000000 Penalty: 3685.426514
	Iteration 9Q: 3 clusters Score -9760403 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
Score: -9760716.000000 Penalty: 3685.426514
	Iteration 10Q: 3 clusters Score -9760716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -9760822.000000 Penalty: 3685.426514
	Iteration 11Q: 3 clusters Score -9760822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 83995 members 
Entering Unmasked Estep 
Score: -9760862.000000 Penalty: 3685.426514
	Iteration 12Q: 3 clusters Score -9760862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -9760887.000000 Penalty: 3685.426514
	Iteration 13Q: 3 clusters Score -9760887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -9760903.000000 Penalty: 3685.426514
	Iteration 14Q: 3 clusters Score -9760903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84010 members 
Entering Unmasked Estep 
Score: -9760910.000000 Penalty: 3685.426514
	Iteration 15Q: 3 clusters Score -9760910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84010 members 
Entering Unmasked Estep 
Score: -9760910.000000 Penalty: 3685.426514
	Iteration 16F: 3 clusters Score -9760910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -444678.375000 Penalty: 1344.790039
	Iteration 0F: 2 clusters Score -444678.4 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 1984 members 
Entering Unmasked Estep 
Score: -441398.468750 Penalty: 2689.580078
	Iteration 0F: 3 clusters Score -441398.5 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -442299.125000 Penalty: 2689.580078
	Iteration 1F: 3 clusters Score -442299.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -442474.281250 Penalty: 2689.580078
	Iteration 2F: 3 clusters Score -442474.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -442577.218750 Penalty: 2689.580078
	Iteration 3F: 3 clusters Score -442577.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -442655.781250 Penalty: 2689.580078
	Iteration 4Q: 3 clusters Score -442655.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -442739.250000 Penalty: 2689.580078
	Iteration 5Q: 3 clusters Score -442739.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -442808.812500 Penalty: 2689.580078
	Iteration 6Q: 3 clusters Score -442808.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -442872.406250 Penalty: 2689.580078
	Iteration 7Q: 3 clusters Score -442872.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -442934.531250 Penalty: 2689.580078
	Iteration 8Q: 3 clusters Score -442934.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -443000.781250 Penalty: 2689.580078
	Iteration 9Q: 3 clusters Score -443000.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -443071.218750 Penalty: 2689.580078
	Iteration 10Q: 3 clusters Score -443071.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -443150.562500 Penalty: 2689.580078
	Iteration 11Q: 3 clusters Score -443150.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -443217.531250 Penalty: 2689.580078
	Iteration 12Q: 3 clusters Score -443217.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -443269.593750 Penalty: 2689.580078
	Iteration 13Q: 3 clusters Score -443269.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -443312.343750 Penalty: 2689.580078
	Iteration 14Q: 3 clusters Score -443312.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -443352.687500 Penalty: 2689.580078
	Iteration 15Q: 3 clusters Score -443352.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -443387.937500 Penalty: 2689.580078
	Iteration 16Q: 3 clusters Score -443387.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -443415.281250 Penalty: 2689.580078
	Iteration 17Q: 3 clusters Score -443415.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -443430.781250 Penalty: 2689.580078
	Iteration 18Q: 3 clusters Score -443430.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -443443.937500 Penalty: 2689.580078
	Iteration 19Q: 3 clusters Score -443443.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -443456.062500 Penalty: 2689.580078
	Iteration 20F: 3 clusters Score -443456.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -443464.843750 Penalty: 2689.580078
	Iteration 21Q: 3 clusters Score -443464.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -443473.937500 Penalty: 2689.580078
	Iteration 22Q: 3 clusters Score -443473.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -443480.156250 Penalty: 2689.580078
	Iteration 23Q: 3 clusters Score -443480.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -443482.906250 Penalty: 2689.580078
	Iteration 24Q: 3 clusters Score -443482.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -443485.000000 Penalty: 2689.580078
	Iteration 25Q: 3 clusters Score -443485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -443486.000000 Penalty: 2689.580078
	Iteration 26Q: 3 clusters Score -443486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -443487.906250 Penalty: 2689.580078
	Iteration 27Q: 3 clusters Score -443487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -443488.906250 Penalty: 2689.580078
	Iteration 28Q: 3 clusters Score -443488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -443489.000000 Penalty: 2689.580078
	Iteration 29Q: 3 clusters Score -443489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -443489.000000 Penalty: 2689.580078
	Iteration 30F: 3 clusters Score -443489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (176011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176011 members 
Entering Unmasked Estep 
Score: -19937414.000000 Penalty: 1962.723999
	Iteration 0F: 2 clusters Score -1.993741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Mstep: Class 2 contains 88000 members 
Entering Unmasked Estep 
Score: -19831352.000000 Penalty: 3925.447998
	Iteration 0F: 3 clusters Score -1.983135e+07 nChanged 85014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89163 members 
Mstep: Class 2 contains 86848 members 
Entering Unmasked Estep 
Score: -19881592.000000 Penalty: 3925.447998
	Iteration 1F: 3 clusters Score -1.988159e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90181 members 
Mstep: Class 2 contains 85830 members 
Entering Unmasked Estep 
Score: -19882916.000000 Penalty: 3925.447998
	Iteration 2Q: 3 clusters Score -1.988292e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91790 members 
Mstep: Class 2 contains 84221 members 
Entering Unmasked Estep 
Score: -19884630.000000 Penalty: 3925.447998
	Iteration 3Q: 3 clusters Score -1.988463e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 81714 members 
Entering Unmasked Estep 
Score: -19887196.000000 Penalty: 3925.447998
	Iteration 4Q: 3 clusters Score -1.98872e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97844 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -19890936.000000 Penalty: 3925.447998
	Iteration 5Q: 3 clusters Score -1.989094e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
Score: -19895354.000000 Penalty: 3925.447998
	Iteration 6F: 3 clusters Score -1.989535e+07 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108534 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -19900538.000000 Penalty: 3925.447998
	Iteration 7F: 3 clusters Score -1.990054e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114524 members 
Mstep: Class 2 contains 61487 members 
Entering Unmasked Estep 
Score: -19905792.000000 Penalty: 3925.447998
	Iteration 8F: 3 clusters Score -1.990579e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119865 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -19911038.000000 Penalty: 3925.447998
	Iteration 9F: 3 clusters Score -1.991104e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124166 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -19916028.000000 Penalty: 3925.447998
	Iteration 10Q: 3 clusters Score -1.991603e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -19920618.000000 Penalty: 3925.447998
	Iteration 11Q: 3 clusters Score -1.992062e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130395 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -19923832.000000 Penalty: 3925.447998
	Iteration 12Q: 3 clusters Score -1.992383e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133004 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -19925598.000000 Penalty: 3925.447998
	Iteration 13Q: 3 clusters Score -1.99256e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135587 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -19926870.000000 Penalty: 3925.447998
	Iteration 14Q: 3 clusters Score -1.992687e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138050 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -19927904.000000 Penalty: 3925.447998
	Iteration 15Q: 3 clusters Score -1.99279e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140414 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -19929122.000000 Penalty: 3925.447998
	Iteration 16Q: 3 clusters Score -1.992912e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142949 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -19930352.000000 Penalty: 3925.447998
	Iteration 17Q: 3 clusters Score -1.993035e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145625 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -19931704.000000 Penalty: 3925.447998
	Iteration 18Q: 3 clusters Score -1.99317e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148291 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -19932802.000000 Penalty: 3925.447998
	Iteration 19Q: 3 clusters Score -1.99328e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151005 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -19934474.000000 Penalty: 3925.447998
	Iteration 20F: 3 clusters Score -1.993447e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153803 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -19936092.000000 Penalty: 3925.447998
	Iteration 21Q: 3 clusters Score -1.993609e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156595 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -19937146.000000 Penalty: 3925.447998
	Iteration 22Q: 3 clusters Score -1.993715e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159105 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -19937742.000000 Penalty: 3925.447998
	Iteration 23Q: 3 clusters Score -1.993774e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161301 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -19938076.000000 Penalty: 3925.447998
	Iteration 24Q: 3 clusters Score -1.993808e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163134 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -19938260.000000 Penalty: 3925.447998
	Iteration 25Q: 3 clusters Score -1.993826e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164763 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -19938032.000000 Penalty: 3925.447998
	Iteration 26Q: 3 clusters Score -1.993803e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166128 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -19937870.000000 Penalty: 3925.447998
	Iteration 27Q: 3 clusters Score -1.993787e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167274 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -19937658.000000 Penalty: 3925.447998
	Iteration 28Q: 3 clusters Score -1.993766e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168276 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -19937452.000000 Penalty: 3925.447998
	Iteration 29Q: 3 clusters Score -1.993745e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169168 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -19937312.000000 Penalty: 3925.447998
	Iteration 30Q: 3 clusters Score -1.993731e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169973 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -19937190.000000 Penalty: 3925.447998
	Iteration 31Q: 3 clusters Score -1.993719e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -19937008.000000 Penalty: 3925.447998
	Iteration 32Q: 3 clusters Score -1.993701e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171285 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -19936984.000000 Penalty: 3925.447998
	Iteration 33Q: 3 clusters Score -1.993698e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171869 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -19936880.000000 Penalty: 3925.447998
	Iteration 34Q: 3 clusters Score -1.993688e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172359 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -19936802.000000 Penalty: 3925.447998
	Iteration 35Q: 3 clusters Score -1.99368e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172812 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -19936654.000000 Penalty: 3925.447998
	Iteration 36Q: 3 clusters Score -1.993665e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173216 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -19936580.000000 Penalty: 3925.447998
	Iteration 37Q: 3 clusters Score -1.993658e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173576 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -19936468.000000 Penalty: 3925.447998
	Iteration 38Q: 3 clusters Score -1.993647e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173871 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -19936444.000000 Penalty: 3925.447998
	Iteration 39Q: 3 clusters Score -1.993644e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174116 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -19936408.000000 Penalty: 3925.447998
	Iteration 40F: 3 clusters Score -1.993641e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174333 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -19936354.000000 Penalty: 3925.447998
	Iteration 41Q: 3 clusters Score -1.993635e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174490 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -19936334.000000 Penalty: 3925.447998
	Iteration 42Q: 3 clusters Score -1.993633e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174642 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -19936314.000000 Penalty: 3925.447998
	Iteration 43Q: 3 clusters Score -1.993631e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174776 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -19936280.000000 Penalty: 3925.447998
	Iteration 44Q: 3 clusters Score -1.993628e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174888 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -19936294.000000 Penalty: 3925.447998
	Iteration 45Q: 3 clusters Score -1.993629e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174987 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -19936284.000000 Penalty: 3925.447998
	Iteration 46Q: 3 clusters Score -1.993628e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175059 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -19936258.000000 Penalty: 3925.447998
	Iteration 47Q: 3 clusters Score -1.993626e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -19936266.000000 Penalty: 3925.447998
	Iteration 48Q: 3 clusters Score -1.993627e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175185 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -19936250.000000 Penalty: 3925.447998
	Iteration 49Q: 3 clusters Score -1.993625e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175227 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -19936240.000000 Penalty: 3925.447998
	Iteration 50Q: 3 clusters Score -1.993624e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175270 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -19936250.000000 Penalty: 3925.447998
	Iteration 51Q: 3 clusters Score -1.993625e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175299 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -19936248.000000 Penalty: 3925.447998
	Iteration 52Q: 3 clusters Score -1.993625e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175332 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -19936202.000000 Penalty: 3925.447998
	Iteration 53Q: 3 clusters Score -1.99362e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175355 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -19936190.000000 Penalty: 3925.447998
	Iteration 54Q: 3 clusters Score -1.993619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175374 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -19936192.000000 Penalty: 3925.447998
	Iteration 55Q: 3 clusters Score -1.993619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175391 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -19936202.000000 Penalty: 3925.447998
	Iteration 56Q: 3 clusters Score -1.99362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175403 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -19936206.000000 Penalty: 3925.447998
	Iteration 57Q: 3 clusters Score -1.993621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175411 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -19936210.000000 Penalty: 3925.447998
	Iteration 58Q: 3 clusters Score -1.993621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175418 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -19936194.000000 Penalty: 3925.447998
	Iteration 59Q: 3 clusters Score -1.993619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175426 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -19936194.000000 Penalty: 3925.447998
	Iteration 60F: 3 clusters Score -1.993619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175433 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -19936176.000000 Penalty: 3925.447998
	Iteration 61Q: 3 clusters Score -1.993618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175436 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -19936178.000000 Penalty: 3925.447998
	Iteration 62Q: 3 clusters Score -1.993618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175439 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -19936182.000000 Penalty: 3925.447998
	Iteration 63Q: 3 clusters Score -1.993618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175442 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -19936188.000000 Penalty: 3925.447998
	Iteration 64Q: 3 clusters Score -1.993619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175448 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -19936200.000000 Penalty: 3925.447998
	Iteration 65Q: 3 clusters Score -1.99362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175454 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -19936194.000000 Penalty: 3925.447998
	Iteration 66Q: 3 clusters Score -1.993619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175464 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -19936210.000000 Penalty: 3925.447998
	Iteration 67Q: 3 clusters Score -1.993621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175468 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19936214.000000 Penalty: 3925.447998
	Iteration 68Q: 3 clusters Score -1.993621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175474 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -19936216.000000 Penalty: 3925.447998
	Iteration 69Q: 3 clusters Score -1.993622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175476 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -19936220.000000 Penalty: 3925.447998
	Iteration 70Q: 3 clusters Score -1.993622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175478 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -19936216.000000 Penalty: 3925.447998
	Iteration 71Q: 3 clusters Score -1.993622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175481 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -19936214.000000 Penalty: 3925.447998
	Iteration 72Q: 3 clusters Score -1.993621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175488 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -19936202.000000 Penalty: 3925.447998
	Iteration 73Q: 3 clusters Score -1.99362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175489 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -19936212.000000 Penalty: 3925.447998
	Iteration 74Q: 3 clusters Score -1.993621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175491 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -19936208.000000 Penalty: 3925.447998
	Iteration 75Q: 3 clusters Score -1.993621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175492 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -19936204.000000 Penalty: 3925.447998
	Iteration 76Q: 3 clusters Score -1.99362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175494 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -19936206.000000 Penalty: 3925.447998
	Iteration 77Q: 3 clusters Score -1.993621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175496 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -19936204.000000 Penalty: 3925.447998
	Iteration 78Q: 3 clusters Score -1.99362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175496 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -19936204.000000 Penalty: 3925.447998
	Iteration 79F: 3 clusters Score -1.99362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Entering Unmasked Estep 
Score: -5549002.500000 Penalty: 1752.898804
	Iteration 0F: 2 clusters Score -5549002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -5516532.500000 Penalty: 3505.797607
	Iteration 0F: 3 clusters Score -5516532 nChanged 22680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -5529650.000000 Penalty: 3505.797607
	Iteration 1F: 3 clusters Score -5529650 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -5530349.000000 Penalty: 3505.797607
	Iteration 2Q: 3 clusters Score -5530349 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -5531197.000000 Penalty: 3505.797607
	Iteration 3Q: 3 clusters Score -5531197 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -5532351.500000 Penalty: 3505.797607
	Iteration 4F: 3 clusters Score -5532352 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -5534041.000000 Penalty: 3505.797607
	Iteration 5F: 3 clusters Score -5534041 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -5536573.000000 Penalty: 3505.797607
	Iteration 6F: 3 clusters Score -5536573 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -5539242.500000 Penalty: 3505.797607
	Iteration 7F: 3 clusters Score -5539242 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -5541724.000000 Penalty: 3505.797607
	Iteration 8F: 3 clusters Score -5541724 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -5543438.000000 Penalty: 3505.797607
	Iteration 9Q: 3 clusters Score -5543438 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -5544716.000000 Penalty: 3505.797607
	Iteration 10Q: 3 clusters Score -5544716 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -5545594.000000 Penalty: 3505.797607
	Iteration 11Q: 3 clusters Score -5545594 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -5546231.500000 Penalty: 3505.797607
	Iteration 12Q: 3 clusters Score -5546232 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -5546591.500000 Penalty: 3505.797607
	Iteration 13Q: 3 clusters Score -5546592 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -5546810.500000 Penalty: 3505.797607
	Iteration 14Q: 3 clusters Score -5546810 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -5546979.000000 Penalty: 3505.797607
	Iteration 15Q: 3 clusters Score -5546979 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -5547049.500000 Penalty: 3505.797607
	Iteration 16Q: 3 clusters Score -5547050 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -5547132.000000 Penalty: 3505.797607
	Iteration 17Q: 3 clusters Score -5547132 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -5547199.000000 Penalty: 3505.797607
	Iteration 18Q: 3 clusters Score -5547199 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -5547247.500000 Penalty: 3505.797607
	Iteration 19Q: 3 clusters Score -5547248 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -5547268.000000 Penalty: 3505.797607
	Iteration 20F: 3 clusters Score -5547268 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -5547303.000000 Penalty: 3505.797607
	Iteration 21Q: 3 clusters Score -5547303 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -5547353.000000 Penalty: 3505.797607
	Iteration 22Q: 3 clusters Score -5547353 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -5547361.500000 Penalty: 3505.797607
	Iteration 23Q: 3 clusters Score -5547362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -5547420.000000 Penalty: 3505.797607
	Iteration 24Q: 3 clusters Score -5547420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -5547432.500000 Penalty: 3505.797607
	Iteration 25Q: 3 clusters Score -5547432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -5547445.500000 Penalty: 3505.797607
	Iteration 26Q: 3 clusters Score -5547446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -5547468.500000 Penalty: 3505.797607
	Iteration 27Q: 3 clusters Score -5547468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -5547478.500000 Penalty: 3505.797607
	Iteration 28Q: 3 clusters Score -5547478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -5547489.000000 Penalty: 3505.797607
	Iteration 29Q: 3 clusters Score -5547489 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -5547498.500000 Penalty: 3505.797607
	Iteration 30Q: 3 clusters Score -5547498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -5547517.000000 Penalty: 3505.797607
	Iteration 31Q: 3 clusters Score -5547517 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -5547525.500000 Penalty: 3505.797607
	Iteration 32Q: 3 clusters Score -5547526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -5547535.000000 Penalty: 3505.797607
	Iteration 33Q: 3 clusters Score -5547535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -5547548.500000 Penalty: 3505.797607
	Iteration 34Q: 3 clusters Score -5547548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -5547568.500000 Penalty: 3505.797607
	Iteration 35Q: 3 clusters Score -5547568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -5547561.000000 Penalty: 3505.797607
	Iteration 36Q: 3 clusters Score -5547561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -5547558.500000 Penalty: 3505.797607
	Iteration 37Q: 3 clusters Score -5547558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -5547567.000000 Penalty: 3505.797607
	Iteration 38Q: 3 clusters Score -5547567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -5547576.000000 Penalty: 3505.797607
	Iteration 39Q: 3 clusters Score -5547576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -5547576.500000 Penalty: 3505.797607
	Iteration 40F: 3 clusters Score -5547576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -5547587.500000 Penalty: 3505.797607
	Iteration 41Q: 3 clusters Score -5547588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -5547593.000000 Penalty: 3505.797607
	Iteration 42Q: 3 clusters Score -5547593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -5547600.000000 Penalty: 3505.797607
	Iteration 43Q: 3 clusters Score -5547600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -5547600.500000 Penalty: 3505.797607
	Iteration 44Q: 3 clusters Score -5547600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -5547611.000000 Penalty: 3505.797607
	Iteration 45Q: 3 clusters Score -5547611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -5547606.500000 Penalty: 3505.797607
	Iteration 46Q: 3 clusters Score -5547606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -5547610.500000 Penalty: 3505.797607
	Iteration 47Q: 3 clusters Score -5547610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -5547608.000000 Penalty: 3505.797607
	Iteration 48Q: 3 clusters Score -5547608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -5547608.000000 Penalty: 3505.797607
	Iteration 49F: 3 clusters Score -5547608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -46238.589844 Penalty: 1004.924194
	Iteration 0F: 2 clusters Score -46238.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45352.046875 Penalty: 2009.848389
	Iteration 0F: 3 clusters Score -45352.05 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45749.644531 Penalty: 2009.848389
	Iteration 1F: 3 clusters Score -45749.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46034.296875 Penalty: 2009.848389
	Iteration 2F: 3 clusters Score -46034.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46211.148438 Penalty: 2009.848389
	Iteration 3Q: 3 clusters Score -46211.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46291.289062 Penalty: 2009.848389
	Iteration 4Q: 3 clusters Score -46291.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46312.015625 Penalty: 2009.848389
	Iteration 5Q: 3 clusters Score -46312.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46336.414062 Penalty: 2009.848389
	Iteration 6Q: 3 clusters Score -46336.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46341.273438 Penalty: 2009.848389
	Iteration 7Q: 3 clusters Score -46341.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46342.457031 Penalty: 2009.848389
	Iteration 8Q: 3 clusters Score -46342.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46342.457031 Penalty: 2009.848389
	Iteration 9F: 3 clusters Score -46342.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 85860 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 84101 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 253 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78996 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Mstep: Class 24 contains 232 members 
Entering Unmasked Estep 
Score: -102099024.000000 Penalty: 53515.957031
Splitting cluster 10 changes total score from -102100160.000000 to -102099024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (95055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Entering Unmasked Estep 
Score: -10954072.000000 Penalty: 1862.609253
	Iteration 0F: 2 clusters Score -1.095407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -10892055.000000 Penalty: 3725.218506
	Iteration 0F: 3 clusters Score -1.089206e+07 nChanged 45408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -10918482.000000 Penalty: 3725.218506
	Iteration 1F: 3 clusters Score -1.091848e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -10919079.000000 Penalty: 3725.218506
	Iteration 2Q: 3 clusters Score -1.091908e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -10919868.000000 Penalty: 3725.218506
	Iteration 3Q: 3 clusters Score -1.091987e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -10920901.000000 Penalty: 3725.218506
	Iteration 4Q: 3 clusters Score -1.09209e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -10922335.000000 Penalty: 3725.218506
	Iteration 5Q: 3 clusters Score -1.092234e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59843 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -10924478.000000 Penalty: 3725.218506
	Iteration 6Q: 3 clusters Score -1.092448e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -10928059.000000 Penalty: 3725.218506
	Iteration 7F: 3 clusters Score -1.092806e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73119 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -10934031.000000 Penalty: 3725.218506
	Iteration 8F: 3 clusters Score -1.093403e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -10941332.000000 Penalty: 3725.218506
	Iteration 9F: 3 clusters Score -1.094133e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88834 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -10947507.000000 Penalty: 3725.218506
	Iteration 10F: 3 clusters Score -1.094751e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92809 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -10950611.000000 Penalty: 3725.218506
	Iteration 11Q: 3 clusters Score -1.095061e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94332 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10951859.000000 Penalty: 3725.218506
	Iteration 12Q: 3 clusters Score -1.095186e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94743 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10952216.000000 Penalty: 3725.218506
	Iteration 13Q: 3 clusters Score -1.095222e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94842 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10952361.000000 Penalty: 3725.218506
	Iteration 14Q: 3 clusters Score -1.095236e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94871 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10952410.000000 Penalty: 3725.218506
	Iteration 15Q: 3 clusters Score -1.095241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94880 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10952446.000000 Penalty: 3725.218506
	Iteration 16Q: 3 clusters Score -1.095245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94887 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10952461.000000 Penalty: 3725.218506
	Iteration 17Q: 3 clusters Score -1.095246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94887 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10952460.000000 Penalty: 3725.218506
	Iteration 18Q: 3 clusters Score -1.095246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94887 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10952463.000000 Penalty: 3725.218506
	Iteration 19Q: 3 clusters Score -1.095246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94887 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10952463.000000 Penalty: 3725.218506
	Iteration 20F: 3 clusters Score -1.095246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (78996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Entering Unmasked Estep 
Score: -9232504.000000 Penalty: 1832.537231
	Iteration 0F: 2 clusters Score -9232504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -9179842.000000 Penalty: 3665.074463
	Iteration 0F: 3 clusters Score -9179842 nChanged 37482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -9200996.000000 Penalty: 3665.074463
	Iteration 1F: 3 clusters Score -9200996 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -9201731.000000 Penalty: 3665.074463
	Iteration 2Q: 3 clusters Score -9201731 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -9202720.000000 Penalty: 3665.074463
	Iteration 3Q: 3 clusters Score -9202720 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -9204448.000000 Penalty: 3665.074463
	Iteration 4Q: 3 clusters Score -9204448 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -9207718.000000 Penalty: 3665.074463
	Iteration 5F: 3 clusters Score -9207718 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -9213515.000000 Penalty: 3665.074463
	Iteration 6F: 3 clusters Score -9213515 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -9221145.000000 Penalty: 3665.074463
	Iteration 7F: 3 clusters Score -9221145 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -9227151.000000 Penalty: 3665.074463
	Iteration 8F: 3 clusters Score -9227151 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 77871 members 
Entering Unmasked Estep 
Score: -9229667.000000 Penalty: 3665.074463
	Iteration 9Q: 3 clusters Score -9229667 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 78706 members 
Entering Unmasked Estep 
Score: -9230527.000000 Penalty: 3665.074463
	Iteration 10Q: 3 clusters Score -9230527 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -9230753.000000 Penalty: 3665.074463
	Iteration 11Q: 3 clusters Score -9230753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -9230836.000000 Penalty: 3665.074463
	Iteration 12Q: 3 clusters Score -9230836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -9230863.000000 Penalty: 3665.074463
	Iteration 13Q: 3 clusters Score -9230863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -9230876.000000 Penalty: 3665.074463
	Iteration 14Q: 3 clusters Score -9230876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
Score: -9230888.000000 Penalty: 3665.074463
	Iteration 15Q: 3 clusters Score -9230888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -9230888.000000 Penalty: 3665.074463
	Iteration 16Q: 3 clusters Score -9230888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -9230888.000000 Penalty: 3665.074463
	Iteration 17F: 3 clusters Score -9230888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -366377.843750 Penalty: 1308.963135
	Iteration 0F: 2 clusters Score -366377.8 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 1584 members 
Entering Unmasked Estep 
Score: -363595.062500 Penalty: 2617.926270
	Iteration 0F: 3 clusters Score -363595.1 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -364275.906250 Penalty: 2617.926270
	Iteration 1F: 3 clusters Score -364275.9 nChanged 246
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: -364439.906250 Penalty: 2617.926270
	Iteration 2F: 3 clusters Score -364439.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -364539.468750 Penalty: 2617.926270
	Iteration 3F: 3 clusters Score -364539.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -364613.531250 Penalty: 2617.926270
	Iteration 4Q: 3 clusters Score -364613.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -364681.250000 Penalty: 2617.926270
	Iteration 5Q: 3 clusters Score -364681.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -364737.156250 Penalty: 2617.926270
	Iteration 6Q: 3 clusters Score -364737.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -364790.718750 Penalty: 2617.926270
	Iteration 7Q: 3 clusters Score -364790.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -364846.000000 Penalty: 2617.926270
	Iteration 8Q: 3 clusters Score -364846 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -364903.187500 Penalty: 2617.926270
	Iteration 9Q: 3 clusters Score -364903.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -364959.218750 Penalty: 2617.926270
	Iteration 10Q: 3 clusters Score -364959.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -365015.000000 Penalty: 2617.926270
	Iteration 11Q: 3 clusters Score -365015 nChanged 77
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: -365067.781250 Penalty: 2617.926270
	Iteration 12Q: 3 clusters Score -365067.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -365112.437500 Penalty: 2617.926270
	Iteration 13Q: 3 clusters Score -365112.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -365144.125000 Penalty: 2617.926270
	Iteration 14Q: 3 clusters Score -365144.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -365165.531250 Penalty: 2617.926270
	Iteration 15Q: 3 clusters Score -365165.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -365188.406250 Penalty: 2617.926270
	Iteration 16Q: 3 clusters Score -365188.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -365203.656250 Penalty: 2617.926270
	Iteration 17Q: 3 clusters Score -365203.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -365212.843750 Penalty: 2617.926270
	Iteration 18Q: 3 clusters Score -365212.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -365221.406250 Penalty: 2617.926270
	Iteration 19Q: 3 clusters Score -365221.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -365231.812500 Penalty: 2617.926270
	Iteration 20F: 3 clusters Score -365231.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -365239.531250 Penalty: 2617.926270
	Iteration 21Q: 3 clusters Score -365239.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -365246.218750 Penalty: 2617.926270
	Iteration 22Q: 3 clusters Score -365246.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -365254.406250 Penalty: 2617.926270
	Iteration 23Q: 3 clusters Score -365254.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -365258.437500 Penalty: 2617.926270
	Iteration 24Q: 3 clusters Score -365258.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -365264.187500 Penalty: 2617.926270
	Iteration 25Q: 3 clusters Score -365264.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -365268.843750 Penalty: 2617.926270
	Iteration 26Q: 3 clusters Score -365268.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -365272.750000 Penalty: 2617.926270
	Iteration 27Q: 3 clusters Score -365272.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -365278.250000 Penalty: 2617.926270
	Iteration 28Q: 3 clusters Score -365278.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -365282.500000 Penalty: 2617.926270
	Iteration 29Q: 3 clusters Score -365282.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -365284.781250 Penalty: 2617.926270
	Iteration 30Q: 3 clusters Score -365284.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -365289.093750 Penalty: 2617.926270
	Iteration 31Q: 3 clusters Score -365289.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -365295.718750 Penalty: 2617.926270
	Iteration 32Q: 3 clusters Score -365295.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -365305.312500 Penalty: 2617.926270
	Iteration 33Q: 3 clusters Score -365305.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -365317.562500 Penalty: 2617.926270
	Iteration 34Q: 3 clusters Score -365317.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -365327.687500 Penalty: 2617.926270
	Iteration 35Q: 3 clusters Score -365327.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -365333.281250 Penalty: 2617.926270
	Iteration 36Q: 3 clusters Score -365333.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -365335.781250 Penalty: 2617.926270
	Iteration 37Q: 3 clusters Score -365335.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -365338.875000 Penalty: 2617.926270
	Iteration 38Q: 3 clusters Score -365338.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -365341.875000 Penalty: 2617.926270
	Iteration 39Q: 3 clusters Score -365341.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -365341.906250 Penalty: 2617.926270
	Iteration 40F: 3 clusters Score -365341.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -365344.062500 Penalty: 2617.926270
	Iteration 41Q: 3 clusters Score -365344.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -365345.312500 Penalty: 2617.926270
	Iteration 42Q: 3 clusters Score -365345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -365345.250000 Penalty: 2617.926270
	Iteration 43Q: 3 clusters Score -365345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -365345.250000 Penalty: 2617.926270
	Iteration 44F: 3 clusters Score -365345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -469182.312500 Penalty: 1359.194702
	Iteration 0F: 2 clusters Score -469182.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -465731.968750 Penalty: 2718.389404
	Iteration 0F: 3 clusters Score -465732 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -466793.312500 Penalty: 2718.389404
	Iteration 1F: 3 clusters Score -466793.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -467082.468750 Penalty: 2718.389404
	Iteration 2F: 3 clusters Score -467082.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -467369.937500 Penalty: 2718.389404
	Iteration 3F: 3 clusters Score -467369.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -467649.375000 Penalty: 2718.389404
	Iteration 4F: 3 clusters Score -467649.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -467868.250000 Penalty: 2718.389404
	Iteration 5F: 3 clusters Score -467868.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -468014.500000 Penalty: 2718.389404
	Iteration 6Q: 3 clusters Score -468014.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -468143.093750 Penalty: 2718.389404
	Iteration 7Q: 3 clusters Score -468143.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -468228.281250 Penalty: 2718.389404
	Iteration 8Q: 3 clusters Score -468228.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -468309.281250 Penalty: 2718.389404
	Iteration 9Q: 3 clusters Score -468309.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -468382.250000 Penalty: 2718.389404
	Iteration 10Q: 3 clusters Score -468382.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -468441.937500 Penalty: 2718.389404
	Iteration 11Q: 3 clusters Score -468441.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -468510.625000 Penalty: 2718.389404
	Iteration 12Q: 3 clusters Score -468510.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -468560.406250 Penalty: 2718.389404
	Iteration 13Q: 3 clusters Score -468560.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -468603.687500 Penalty: 2718.389404
	Iteration 14Q: 3 clusters Score -468603.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -468641.718750 Penalty: 2718.389404
	Iteration 15Q: 3 clusters Score -468641.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -468671.093750 Penalty: 2718.389404
	Iteration 16Q: 3 clusters Score -468671.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -468692.093750 Penalty: 2718.389404
	Iteration 17Q: 3 clusters Score -468692.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -468701.750000 Penalty: 2718.389404
	Iteration 18Q: 3 clusters Score -468701.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -468708.812500 Penalty: 2718.389404
	Iteration 19Q: 3 clusters Score -468708.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -468716.437500 Penalty: 2718.389404
	Iteration 20F: 3 clusters Score -468716.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -468721.468750 Penalty: 2718.389404
	Iteration 21Q: 3 clusters Score -468721.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -468724.000000 Penalty: 2718.389404
	Iteration 22Q: 3 clusters Score -468724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -468728.125000 Penalty: 2718.389404
	Iteration 23Q: 3 clusters Score -468728.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -468730.937500 Penalty: 2718.389404
	Iteration 24Q: 3 clusters Score -468730.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -468732.531250 Penalty: 2718.389404
	Iteration 25Q: 3 clusters Score -468732.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -468733.468750 Penalty: 2718.389404
	Iteration 26Q: 3 clusters Score -468733.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -468733.937500 Penalty: 2718.389404
	Iteration 27Q: 3 clusters Score -468733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -468734.375000 Penalty: 2718.389404
	Iteration 28Q: 3 clusters Score -468734.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -468734.843750 Penalty: 2718.389404
	Iteration 29Q: 3 clusters Score -468734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -468735.343750 Penalty: 2718.389404
	Iteration 30Q: 3 clusters Score -468735.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -468736.687500 Penalty: 2718.389404
	Iteration 31Q: 3 clusters Score -468736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -468737.187500 Penalty: 2718.389404
	Iteration 32Q: 3 clusters Score -468737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -468737.281250 Penalty: 2718.389404
	Iteration 33Q: 3 clusters Score -468737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -468737.062500 Penalty: 2718.389404
	Iteration 34Q: 3 clusters Score -468737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -468737.187500 Penalty: 2718.389404
	Iteration 35Q: 3 clusters Score -468737.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -468738.562500 Penalty: 2718.389404
	Iteration 36Q: 3 clusters Score -468738.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -468738.562500 Penalty: 2718.389404
	Iteration 37F: 3 clusters Score -468738.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Entering Unmasked Estep 
Score: -3083674.000000 Penalty: 1657.020996
	Iteration 0F: 2 clusters Score -3083674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3065601.500000 Penalty: 3314.041992
	Iteration 0F: 3 clusters Score -3065602 nChanged 12284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3072406.000000 Penalty: 3314.041992
	Iteration 1F: 3 clusters Score -3072406 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3072815.250000 Penalty: 3314.041992
	Iteration 2Q: 3 clusters Score -3072815 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3073236.250000 Penalty: 3314.041992
	Iteration 3Q: 3 clusters Score -3073236 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3073782.000000 Penalty: 3314.041992
	Iteration 4Q: 3 clusters Score -3073782 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3074625.750000 Penalty: 3314.041992
	Iteration 5F: 3 clusters Score -3074626 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3075798.000000 Penalty: 3314.041992
	Iteration 6F: 3 clusters Score -3075798 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -3077252.500000 Penalty: 3314.041992
	Iteration 7F: 3 clusters Score -3077252 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3078590.500000 Penalty: 3314.041992
	Iteration 8F: 3 clusters Score -3078590 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3079683.750000 Penalty: 3314.041992
	Iteration 9Q: 3 clusters Score -3079684 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3080455.500000 Penalty: 3314.041992
	Iteration 10Q: 3 clusters Score -3080456 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3080935.500000 Penalty: 3314.041992
	Iteration 11Q: 3 clusters Score -3080936 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3081236.750000 Penalty: 3314.041992
	Iteration 12Q: 3 clusters Score -3081237 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3081502.750000 Penalty: 3314.041992
	Iteration 13Q: 3 clusters Score -3081503 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3081669.250000 Penalty: 3314.041992
	Iteration 14Q: 3 clusters Score -3081669 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3081820.750000 Penalty: 3314.041992
	Iteration 15Q: 3 clusters Score -3081821 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3081938.000000 Penalty: 3314.041992
	Iteration 16Q: 3 clusters Score -3081938 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3082039.500000 Penalty: 3314.041992
	Iteration 17Q: 3 clusters Score -3082040 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3082093.000000 Penalty: 3314.041992
	Iteration 18Q: 3 clusters Score -3082093 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3082141.750000 Penalty: 3314.041992
	Iteration 19Q: 3 clusters Score -3082142 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3082206.750000 Penalty: 3314.041992
	Iteration 20F: 3 clusters Score -3082207 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3082255.750000 Penalty: 3314.041992
	Iteration 21Q: 3 clusters Score -3082256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3082290.750000 Penalty: 3314.041992
	Iteration 22Q: 3 clusters Score -3082291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3082297.500000 Penalty: 3314.041992
	Iteration 23Q: 3 clusters Score -3082298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3082312.750000 Penalty: 3314.041992
	Iteration 24Q: 3 clusters Score -3082313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3082320.750000 Penalty: 3314.041992
	Iteration 25Q: 3 clusters Score -3082321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3082328.000000 Penalty: 3314.041992
	Iteration 26Q: 3 clusters Score -3082328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3082332.500000 Penalty: 3314.041992
	Iteration 27Q: 3 clusters Score -3082332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3082331.000000 Penalty: 3314.041992
	Iteration 28Q: 3 clusters Score -3082331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3082336.500000 Penalty: 3314.041992
	Iteration 29Q: 3 clusters Score -3082336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3082338.500000 Penalty: 3314.041992
	Iteration 30Q: 3 clusters Score -3082338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3082338.500000 Penalty: 3314.041992
	Iteration 31F: 3 clusters Score -3082338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -87348.257812 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -87348.26 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 431 members 
Entering Unmasked Estep 
Score: -85977.070312 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -85977.07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86212.593750 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -86212.59 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -86290.234375 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -86290.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86330.875000 Penalty: 2191.436279
	Iteration 3Q: 3 clusters Score -86330.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86352.796875 Penalty: 2191.436279
	Iteration 4Q: 3 clusters Score -86352.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -86365.953125 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -86365.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -86379.781250 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -86379.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86390.585938 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -86390.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86400.304688 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -86400.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86405.070312 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -86405.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86411.148438 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -86411.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86415.492188 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -86415.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86420.765625 Penalty: 2191.436279
	Iteration 12Q: 3 clusters Score -86420.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -86426.125000 Penalty: 2191.436279
	Iteration 13Q: 3 clusters Score -86426.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86429.070312 Penalty: 2191.436279
	Iteration 14Q: 3 clusters Score -86429.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -86433.421875 Penalty: 2191.436279
	Iteration 15Q: 3 clusters Score -86433.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86436.796875 Penalty: 2191.436279
	Iteration 16Q: 3 clusters Score -86436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -86439.343750 Penalty: 2191.436279
	Iteration 17Q: 3 clusters Score -86439.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86440.265625 Penalty: 2191.436279
	Iteration 18Q: 3 clusters Score -86440.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86441.710938 Penalty: 2191.436279
	Iteration 19Q: 3 clusters Score -86441.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86444.023438 Penalty: 2191.436279
	Iteration 20F: 3 clusters Score -86444.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86451.867188 Penalty: 2191.436279
	Iteration 21Q: 3 clusters Score -86451.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86457.054688 Penalty: 2191.436279
	Iteration 22Q: 3 clusters Score -86457.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -86460.328125 Penalty: 2191.436279
	Iteration 23Q: 3 clusters Score -86460.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -86461.156250 Penalty: 2191.436279
	Iteration 24Q: 3 clusters Score -86461.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -86461.156250 Penalty: 2191.436279
	Iteration 25F: 3 clusters Score -86461.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Entering Unmasked Estep 
Score: -4507567.500000 Penalty: 1724.496582
	Iteration 0F: 2 clusters Score -4507568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -4480218.000000 Penalty: 3448.993164
	Iteration 0F: 3 clusters Score -4480218 nChanged 18978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -4490990.500000 Penalty: 3448.993164
	Iteration 1F: 3 clusters Score -4490990 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -4491454.000000 Penalty: 3448.993164
	Iteration 2Q: 3 clusters Score -4491454 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -4492011.000000 Penalty: 3448.993164
	Iteration 3Q: 3 clusters Score -4492011 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -4492824.000000 Penalty: 3448.993164
	Iteration 4Q: 3 clusters Score -4492824 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -4494261.500000 Penalty: 3448.993164
	Iteration 5F: 3 clusters Score -4494262 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -4496644.500000 Penalty: 3448.993164
	Iteration 6F: 3 clusters Score -4496644 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -4500002.000000 Penalty: 3448.993164
	Iteration 7F: 3 clusters Score -4500002 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -4503187.500000 Penalty: 3448.993164
	Iteration 8F: 3 clusters Score -4503188 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -4505039.500000 Penalty: 3448.993164
	Iteration 9Q: 3 clusters Score -4505040 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -4505782.000000 Penalty: 3448.993164
	Iteration 10Q: 3 clusters Score -4505782 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -4506129.000000 Penalty: 3448.993164
	Iteration 11Q: 3 clusters Score -4506129 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -4506303.000000 Penalty: 3448.993164
	Iteration 12Q: 3 clusters Score -4506303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -4506427.500000 Penalty: 3448.993164
	Iteration 13Q: 3 clusters Score -4506428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -4506483.000000 Penalty: 3448.993164
	Iteration 14Q: 3 clusters Score -4506483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -4506517.500000 Penalty: 3448.993164
	Iteration 15Q: 3 clusters Score -4506518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -4506534.500000 Penalty: 3448.993164
	Iteration 16Q: 3 clusters Score -4506534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -4506553.000000 Penalty: 3448.993164
	Iteration 17Q: 3 clusters Score -4506553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -4506568.500000 Penalty: 3448.993164
	Iteration 18Q: 3 clusters Score -4506568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -4506578.000000 Penalty: 3448.993164
	Iteration 19Q: 3 clusters Score -4506578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -4506598.000000 Penalty: 3448.993164
	Iteration 20F: 3 clusters Score -4506598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -4506607.500000 Penalty: 3448.993164
	Iteration 21Q: 3 clusters Score -4506608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -4506614.500000 Penalty: 3448.993164
	Iteration 22Q: 3 clusters Score -4506614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -4506619.500000 Penalty: 3448.993164
	Iteration 23Q: 3 clusters Score -4506620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -4506626.500000 Penalty: 3448.993164
	Iteration 24Q: 3 clusters Score -4506626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -4506636.500000 Penalty: 3448.993164
	Iteration 25Q: 3 clusters Score -4506636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -4506633.500000 Penalty: 3448.993164
	Iteration 26Q: 3 clusters Score -4506634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -4506633.500000 Penalty: 3448.993164
	Iteration 27F: 3 clusters Score -4506634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Entering Unmasked Estep 
Score: -576660.250000 Penalty: 1383.881226
	Iteration 0F: 2 clusters Score -576660.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -572672.500000 Penalty: 2767.762451
	Iteration 0F: 3 clusters Score -572672.5 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -573775.437500 Penalty: 2767.762451
	Iteration 1F: 3 clusters Score -573775.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -573941.312500 Penalty: 2767.762451
	Iteration 2F: 3 clusters Score -573941.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -574035.750000 Penalty: 2767.762451
	Iteration 3Q: 3 clusters Score -574035.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -574104.375000 Penalty: 2767.762451
	Iteration 4Q: 3 clusters Score -574104.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -574152.750000 Penalty: 2767.762451
	Iteration 5Q: 3 clusters Score -574152.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -574202.625000 Penalty: 2767.762451
	Iteration 6Q: 3 clusters Score -574202.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -574249.750000 Penalty: 2767.762451
	Iteration 7Q: 3 clusters Score -574249.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -574301.312500 Penalty: 2767.762451
	Iteration 8Q: 3 clusters Score -574301.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -574358.187500 Penalty: 2767.762451
	Iteration 9Q: 3 clusters Score -574358.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -574426.937500 Penalty: 2767.762451
	Iteration 10Q: 3 clusters Score -574426.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -574501.312500 Penalty: 2767.762451
	Iteration 11Q: 3 clusters Score -574501.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -574600.375000 Penalty: 2767.762451
	Iteration 12Q: 3 clusters Score -574600.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -574720.187500 Penalty: 2767.762451
	Iteration 13Q: 3 clusters Score -574720.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -574849.500000 Penalty: 2767.762451
	Iteration 14Q: 3 clusters Score -574849.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -574963.000000 Penalty: 2767.762451
	Iteration 15Q: 3 clusters Score -574963 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -575053.812500 Penalty: 2767.762451
	Iteration 16Q: 3 clusters Score -575053.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -575134.062500 Penalty: 2767.762451
	Iteration 17Q: 3 clusters Score -575134.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -575208.875000 Penalty: 2767.762451
	Iteration 18Q: 3 clusters Score -575208.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -575259.000000 Penalty: 2767.762451
	Iteration 19Q: 3 clusters Score -575259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -575293.312500 Penalty: 2767.762451
	Iteration 20F: 3 clusters Score -575293.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -575317.187500 Penalty: 2767.762451
	Iteration 21Q: 3 clusters Score -575317.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -575343.187500 Penalty: 2767.762451
	Iteration 22Q: 3 clusters Score -575343.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -575370.500000 Penalty: 2767.762451
	Iteration 23Q: 3 clusters Score -575370.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -575394.062500 Penalty: 2767.762451
	Iteration 24Q: 3 clusters Score -575394.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -575424.250000 Penalty: 2767.762451
	Iteration 25Q: 3 clusters Score -575424.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -575448.625000 Penalty: 2767.762451
	Iteration 26Q: 3 clusters Score -575448.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -575469.562500 Penalty: 2767.762451
	Iteration 27Q: 3 clusters Score -575469.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -575487.562500 Penalty: 2767.762451
	Iteration 28Q: 3 clusters Score -575487.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -575500.437500 Penalty: 2767.762451
	Iteration 29Q: 3 clusters Score -575500.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -575510.375000 Penalty: 2767.762451
	Iteration 30Q: 3 clusters Score -575510.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -575513.687500 Penalty: 2767.762451
	Iteration 31Q: 3 clusters Score -575513.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -575521.750000 Penalty: 2767.762451
	Iteration 32Q: 3 clusters Score -575521.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -575524.437500 Penalty: 2767.762451
	Iteration 33Q: 3 clusters Score -575524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -575528.875000 Penalty: 2767.762451
	Iteration 34Q: 3 clusters Score -575528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -575532.062500 Penalty: 2767.762451
	Iteration 35Q: 3 clusters Score -575532.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -575533.125000 Penalty: 2767.762451
	Iteration 36Q: 3 clusters Score -575533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -575534.437500 Penalty: 2767.762451
	Iteration 37Q: 3 clusters Score -575534.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -575538.500000 Penalty: 2767.762451
	Iteration 38Q: 3 clusters Score -575538.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -575539.125000 Penalty: 2767.762451
	Iteration 39Q: 3 clusters Score -575539.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -575539.125000 Penalty: 2767.762451
	Iteration 40F: 3 clusters Score -575539.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -136775.000000 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -136775 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 638 members 
Entering Unmasked Estep 
Score: -135175.625000 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -135175.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135560.484375 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -135560.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -135741.859375 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -135741.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -135900.359375 Penalty: 2334.264404
	Iteration 3F: 3 clusters Score -135900.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -136043.812500 Penalty: 2334.264404
	Iteration 4F: 3 clusters Score -136043.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -136102.531250 Penalty: 2334.264404
	Iteration 5Q: 3 clusters Score -136102.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -136133.187500 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -136133.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -136177.593750 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -136177.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -136214.578125 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -136214.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -136258.359375 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -136258.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -136302.500000 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -136302.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -136343.312500 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -136343.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -136373.125000 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -136373.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -136405.015625 Penalty: 2334.264404
	Iteration 13Q: 3 clusters Score -136405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -136426.437500 Penalty: 2334.264404
	Iteration 14Q: 3 clusters Score -136426.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -136442.656250 Penalty: 2334.264404
	Iteration 15Q: 3 clusters Score -136442.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -136452.453125 Penalty: 2334.264404
	Iteration 16Q: 3 clusters Score -136452.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -136454.046875 Penalty: 2334.264404
	Iteration 17Q: 3 clusters Score -136454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -136454.046875 Penalty: 2334.264404
	Iteration 18F: 3 clusters Score -136454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Entering Unmasked Estep 
Score: -3677576.250000 Penalty: 1686.906494
	Iteration 0F: 2 clusters Score -3677576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3656024.000000 Penalty: 3373.812988
	Iteration 0F: 3 clusters Score -3656024 nChanged 14849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3664363.500000 Penalty: 3373.812988
	Iteration 1F: 3 clusters Score -3664364 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3664890.000000 Penalty: 3373.812988
	Iteration 2Q: 3 clusters Score -3664890 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -3665426.250000 Penalty: 3373.812988
	Iteration 3Q: 3 clusters Score -3665426 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3666091.000000 Penalty: 3373.812988
	Iteration 4Q: 3 clusters Score -3666091 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3666992.000000 Penalty: 3373.812988
	Iteration 5F: 3 clusters Score -3666992 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3668189.250000 Penalty: 3373.812988
	Iteration 6F: 3 clusters Score -3668189 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3669659.250000 Penalty: 3373.812988
	Iteration 7F: 3 clusters Score -3669659 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3670916.500000 Penalty: 3373.812988
	Iteration 8F: 3 clusters Score -3670916 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -3671672.000000 Penalty: 3373.812988
	Iteration 9Q: 3 clusters Score -3671672 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3672065.500000 Penalty: 3373.812988
	Iteration 10Q: 3 clusters Score -3672066 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -3672275.750000 Penalty: 3373.812988
	Iteration 11Q: 3 clusters Score -3672276 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3672437.250000 Penalty: 3373.812988
	Iteration 12Q: 3 clusters Score -3672437 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3672560.500000 Penalty: 3373.812988
	Iteration 13Q: 3 clusters Score -3672560 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -3672696.750000 Penalty: 3373.812988
	Iteration 14Q: 3 clusters Score -3672697 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3672816.000000 Penalty: 3373.812988
	Iteration 15Q: 3 clusters Score -3672816 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3672944.250000 Penalty: 3373.812988
	Iteration 16Q: 3 clusters Score -3672944 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3673076.250000 Penalty: 3373.812988
	Iteration 17Q: 3 clusters Score -3673076 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3673201.000000 Penalty: 3373.812988
	Iteration 18Q: 3 clusters Score -3673201 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3673374.000000 Penalty: 3373.812988
	Iteration 19Q: 3 clusters Score -3673374 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -3673542.250000 Penalty: 3373.812988
	Iteration 20F: 3 clusters Score -3673542 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3673704.500000 Penalty: 3373.812988
	Iteration 21Q: 3 clusters Score -3673704 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3673862.000000 Penalty: 3373.812988
	Iteration 22Q: 3 clusters Score -3673862 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -3674005.000000 Penalty: 3373.812988
	Iteration 23Q: 3 clusters Score -3674005 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -3674123.000000 Penalty: 3373.812988
	Iteration 24Q: 3 clusters Score -3674123 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3674286.000000 Penalty: 3373.812988
	Iteration 25Q: 3 clusters Score -3674286 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3674422.750000 Penalty: 3373.812988
	Iteration 26Q: 3 clusters Score -3674423 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3674568.250000 Penalty: 3373.812988
	Iteration 27Q: 3 clusters Score -3674568 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3674716.250000 Penalty: 3373.812988
	Iteration 28Q: 3 clusters Score -3674716 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -3674872.000000 Penalty: 3373.812988
	Iteration 29Q: 3 clusters Score -3674872 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3674991.250000 Penalty: 3373.812988
	Iteration 30Q: 3 clusters Score -3674991 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -3675113.250000 Penalty: 3373.812988
	Iteration 31Q: 3 clusters Score -3675113 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3675226.750000 Penalty: 3373.812988
	Iteration 32Q: 3 clusters Score -3675227 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3675345.000000 Penalty: 3373.812988
	Iteration 33Q: 3 clusters Score -3675345 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3675452.250000 Penalty: 3373.812988
	Iteration 34Q: 3 clusters Score -3675452 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3675552.250000 Penalty: 3373.812988
	Iteration 35Q: 3 clusters Score -3675552 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3675670.250000 Penalty: 3373.812988
	Iteration 36Q: 3 clusters Score -3675670 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3675740.250000 Penalty: 3373.812988
	Iteration 37Q: 3 clusters Score -3675740 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3675802.500000 Penalty: 3373.812988
	Iteration 38Q: 3 clusters Score -3675802 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3675866.250000 Penalty: 3373.812988
	Iteration 39Q: 3 clusters Score -3675866 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3675897.250000 Penalty: 3373.812988
	Iteration 40F: 3 clusters Score -3675897 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3675934.250000 Penalty: 3373.812988
	Iteration 41Q: 3 clusters Score -3675934 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3675964.750000 Penalty: 3373.812988
	Iteration 42Q: 3 clusters Score -3675965 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3675988.250000 Penalty: 3373.812988
	Iteration 43Q: 3 clusters Score -3675988 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3676022.750000 Penalty: 3373.812988
	Iteration 44Q: 3 clusters Score -3676023 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3676050.750000 Penalty: 3373.812988
	Iteration 45Q: 3 clusters Score -3676051 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3676076.000000 Penalty: 3373.812988
	Iteration 46Q: 3 clusters Score -3676076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3676097.250000 Penalty: 3373.812988
	Iteration 47Q: 3 clusters Score -3676097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3676122.250000 Penalty: 3373.812988
	Iteration 48Q: 3 clusters Score -3676122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3676141.250000 Penalty: 3373.812988
	Iteration 49Q: 3 clusters Score -3676141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3676151.000000 Penalty: 3373.812988
	Iteration 50Q: 3 clusters Score -3676151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3676165.000000 Penalty: 3373.812988
	Iteration 51Q: 3 clusters Score -3676165 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3676182.000000 Penalty: 3373.812988
	Iteration 52Q: 3 clusters Score -3676182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3676191.250000 Penalty: 3373.812988
	Iteration 53Q: 3 clusters Score -3676191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3676200.750000 Penalty: 3373.812988
	Iteration 54Q: 3 clusters Score -3676201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3676212.750000 Penalty: 3373.812988
	Iteration 55Q: 3 clusters Score -3676213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3676225.500000 Penalty: 3373.812988
	Iteration 56Q: 3 clusters Score -3676226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3676235.250000 Penalty: 3373.812988
	Iteration 57Q: 3 clusters Score -3676235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3676237.250000 Penalty: 3373.812988
	Iteration 58Q: 3 clusters Score -3676237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3676240.500000 Penalty: 3373.812988
	Iteration 59Q: 3 clusters Score -3676240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3676250.250000 Penalty: 3373.812988
	Iteration 60F: 3 clusters Score -3676250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3676254.500000 Penalty: 3373.812988
	Iteration 61Q: 3 clusters Score -3676254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3676257.250000 Penalty: 3373.812988
	Iteration 62Q: 3 clusters Score -3676257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3676258.000000 Penalty: 3373.812988
	Iteration 63Q: 3 clusters Score -3676258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3676263.500000 Penalty: 3373.812988
	Iteration 64Q: 3 clusters Score -3676264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3676261.250000 Penalty: 3373.812988
	Iteration 65Q: 3 clusters Score -3676261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3676261.250000 Penalty: 3373.812988
	Iteration 66F: 3 clusters Score -3676261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Entering Unmasked Estep 
Score: -10580518.000000 Penalty: 1859.701172
	Iteration 0F: 2 clusters Score -1.058052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -10518273.000000 Penalty: 3719.402344
	Iteration 0F: 3 clusters Score -1.051827e+07 nChanged 44674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -10545250.000000 Penalty: 3719.402344
	Iteration 1F: 3 clusters Score -1.054525e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -10547494.000000 Penalty: 3719.402344
	Iteration 2F: 3 clusters Score -1.054749e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -10550987.000000 Penalty: 3719.402344
	Iteration 3F: 3 clusters Score -1.055099e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -10555493.000000 Penalty: 3719.402344
	Iteration 4F: 3 clusters Score -1.055549e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -10561333.000000 Penalty: 3719.402344
	Iteration 5F: 3 clusters Score -1.056133e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -10566561.000000 Penalty: 3719.402344
	Iteration 6F: 3 clusters Score -1.056656e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -10569479.000000 Penalty: 3719.402344
	Iteration 7F: 3 clusters Score -1.056948e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -10570501.000000 Penalty: 3719.402344
	Iteration 8Q: 3 clusters Score -1.05705e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -10571059.000000 Penalty: 3719.402344
	Iteration 9Q: 3 clusters Score -1.057106e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -10571443.000000 Penalty: 3719.402344
	Iteration 10Q: 3 clusters Score -1.057144e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -10571789.000000 Penalty: 3719.402344
	Iteration 11Q: 3 clusters Score -1.057179e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -10572146.000000 Penalty: 3719.402344
	Iteration 12Q: 3 clusters Score -1.057215e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 65528 members 
Entering Unmasked Estep 
Score: -10572530.000000 Penalty: 3719.402344
	Iteration 13Q: 3 clusters Score -1.057253e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 66733 members 
Entering Unmasked Estep 
Score: -10572970.000000 Penalty: 3719.402344
	Iteration 14Q: 3 clusters Score -1.057297e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -10573330.000000 Penalty: 3719.402344
	Iteration 15Q: 3 clusters Score -1.057333e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 69107 members 
Entering Unmasked Estep 
Score: -10573680.000000 Penalty: 3719.402344
	Iteration 16Q: 3 clusters Score -1.057368e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -10574123.000000 Penalty: 3719.402344
	Iteration 17Q: 3 clusters Score -1.057412e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -10574537.000000 Penalty: 3719.402344
	Iteration 18Q: 3 clusters Score -1.057454e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -10574963.000000 Penalty: 3719.402344
	Iteration 19Q: 3 clusters Score -1.057496e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 74070 members 
Entering Unmasked Estep 
Score: -10575389.000000 Penalty: 3719.402344
	Iteration 20F: 3 clusters Score -1.057539e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
Score: -10575745.000000 Penalty: 3719.402344
	Iteration 21Q: 3 clusters Score -1.057574e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
Score: -10576113.000000 Penalty: 3719.402344
	Iteration 22Q: 3 clusters Score -1.057611e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 77832 members 
Entering Unmasked Estep 
Score: -10576563.000000 Penalty: 3719.402344
	Iteration 23Q: 3 clusters Score -1.057656e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 79018 members 
Entering Unmasked Estep 
Score: -10576961.000000 Penalty: 3719.402344
	Iteration 24Q: 3 clusters Score -1.057696e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -10577371.000000 Penalty: 3719.402344
	Iteration 25Q: 3 clusters Score -1.057737e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 81264 members 
Entering Unmasked Estep 
Score: -10577735.000000 Penalty: 3719.402344
	Iteration 26Q: 3 clusters Score -1.057774e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -10578000.000000 Penalty: 3719.402344
	Iteration 27Q: 3 clusters Score -1.0578e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -10578262.000000 Penalty: 3719.402344
	Iteration 28Q: 3 clusters Score -1.057826e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -10578527.000000 Penalty: 3719.402344
	Iteration 29Q: 3 clusters Score -1.057853e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 84976 members 
Entering Unmasked Estep 
Score: -10578811.000000 Penalty: 3719.402344
	Iteration 30Q: 3 clusters Score -1.057881e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 85744 members 
Entering Unmasked Estep 
Score: -10579015.000000 Penalty: 3719.402344
	Iteration 31Q: 3 clusters Score -1.057902e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 86425 members 
Entering Unmasked Estep 
Score: -10579174.000000 Penalty: 3719.402344
	Iteration 32Q: 3 clusters Score -1.057917e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 87056 members 
Entering Unmasked Estep 
Score: -10579302.000000 Penalty: 3719.402344
	Iteration 33Q: 3 clusters Score -1.05793e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 87632 members 
Entering Unmasked Estep 
Score: -10579513.000000 Penalty: 3719.402344
	Iteration 34Q: 3 clusters Score -1.057951e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 88117 members 
Entering Unmasked Estep 
Score: -10579618.000000 Penalty: 3719.402344
	Iteration 35Q: 3 clusters Score -1.057962e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 88531 members 
Entering Unmasked Estep 
Score: -10579707.000000 Penalty: 3719.402344
	Iteration 36Q: 3 clusters Score -1.057971e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 88906 members 
Entering Unmasked Estep 
Score: -10579791.000000 Penalty: 3719.402344
	Iteration 37Q: 3 clusters Score -1.057979e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -10579877.000000 Penalty: 3719.402344
	Iteration 38Q: 3 clusters Score -1.057988e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 89493 members 
Entering Unmasked Estep 
Score: -10579942.000000 Penalty: 3719.402344
	Iteration 39Q: 3 clusters Score -1.057994e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -10579991.000000 Penalty: 3719.402344
	Iteration 40F: 3 clusters Score -1.057999e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 89930 members 
Entering Unmasked Estep 
Score: -10580032.000000 Penalty: 3719.402344
	Iteration 41Q: 3 clusters Score -1.058003e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 90102 members 
Entering Unmasked Estep 
Score: -10580058.000000 Penalty: 3719.402344
	Iteration 42Q: 3 clusters Score -1.058006e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 90261 members 
Entering Unmasked Estep 
Score: -10580111.000000 Penalty: 3719.402344
	Iteration 43Q: 3 clusters Score -1.058011e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
Score: -10580119.000000 Penalty: 3719.402344
	Iteration 44Q: 3 clusters Score -1.058012e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 90536 members 
Entering Unmasked Estep 
Score: -10580137.000000 Penalty: 3719.402344
	Iteration 45Q: 3 clusters Score -1.058014e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 90658 members 
Entering Unmasked Estep 
Score: -10580157.000000 Penalty: 3719.402344
	Iteration 46Q: 3 clusters Score -1.058016e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 90775 members 
Entering Unmasked Estep 
Score: -10580168.000000 Penalty: 3719.402344
	Iteration 47Q: 3 clusters Score -1.058017e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 90871 members 
Entering Unmasked Estep 
Score: -10580197.000000 Penalty: 3719.402344
	Iteration 48Q: 3 clusters Score -1.05802e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 90958 members 
Entering Unmasked Estep 
Score: -10580188.000000 Penalty: 3719.402344
	Iteration 49Q: 3 clusters Score -1.058019e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 91013 members 
Entering Unmasked Estep 
Score: -10580203.000000 Penalty: 3719.402344
	Iteration 50Q: 3 clusters Score -1.05802e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -10580206.000000 Penalty: 3719.402344
	Iteration 51Q: 3 clusters Score -1.058021e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -10580224.000000 Penalty: 3719.402344
	Iteration 52Q: 3 clusters Score -1.058022e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 91118 members 
Entering Unmasked Estep 
Score: -10580210.000000 Penalty: 3719.402344
	Iteration 53Q: 3 clusters Score -1.058021e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -10580198.000000 Penalty: 3719.402344
	Iteration 54Q: 3 clusters Score -1.05802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 91167 members 
Entering Unmasked Estep 
Score: -10580213.000000 Penalty: 3719.402344
	Iteration 55Q: 3 clusters Score -1.058021e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 91186 members 
Entering Unmasked Estep 
Score: -10580218.000000 Penalty: 3719.402344
	Iteration 56Q: 3 clusters Score -1.058022e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -10580214.000000 Penalty: 3719.402344
	Iteration 57Q: 3 clusters Score -1.058021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -10580217.000000 Penalty: 3719.402344
	Iteration 58Q: 3 clusters Score -1.058022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 91243 members 
Entering Unmasked Estep 
Score: -10580230.000000 Penalty: 3719.402344
	Iteration 59Q: 3 clusters Score -1.058023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 91259 members 
Entering Unmasked Estep 
Score: -10580229.000000 Penalty: 3719.402344
	Iteration 60F: 3 clusters Score -1.058023e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 91268 members 
Entering Unmasked Estep 
Score: -10580246.000000 Penalty: 3719.402344
	Iteration 61Q: 3 clusters Score -1.058025e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 91288 members 
Entering Unmasked Estep 
Score: -10580240.000000 Penalty: 3719.402344
	Iteration 62Q: 3 clusters Score -1.058024e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 91312 members 
Entering Unmasked Estep 
Score: -10580227.000000 Penalty: 3719.402344
	Iteration 63Q: 3 clusters Score -1.058023e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 91341 members 
Entering Unmasked Estep 
Score: -10580243.000000 Penalty: 3719.402344
	Iteration 64Q: 3 clusters Score -1.058024e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 91362 members 
Entering Unmasked Estep 
Score: -10580243.000000 Penalty: 3719.402344
	Iteration 65Q: 3 clusters Score -1.058024e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 91384 members 
Entering Unmasked Estep 
Score: -10580252.000000 Penalty: 3719.402344
	Iteration 66Q: 3 clusters Score -1.058025e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
Score: -10580250.000000 Penalty: 3719.402344
	Iteration 67Q: 3 clusters Score -1.058025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -10580257.000000 Penalty: 3719.402344
	Iteration 68Q: 3 clusters Score -1.058026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -10580257.000000 Penalty: 3719.402344
	Iteration 69Q: 3 clusters Score -1.058026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 91440 members 
Entering Unmasked Estep 
Score: -10580253.000000 Penalty: 3719.402344
	Iteration 70Q: 3 clusters Score -1.058025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 91442 members 
Entering Unmasked Estep 
Score: -10580256.000000 Penalty: 3719.402344
	Iteration 71Q: 3 clusters Score -1.058026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 91447 members 
Entering Unmasked Estep 
Score: -10580259.000000 Penalty: 3719.402344
	Iteration 72Q: 3 clusters Score -1.058026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 91455 members 
Entering Unmasked Estep 
Score: -10580259.000000 Penalty: 3719.402344
	Iteration 73Q: 3 clusters Score -1.058026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -10580258.000000 Penalty: 3719.402344
	Iteration 74Q: 3 clusters Score -1.058026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -10580256.000000 Penalty: 3719.402344
	Iteration 75Q: 3 clusters Score -1.058026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -10580255.000000 Penalty: 3719.402344
	Iteration 76Q: 3 clusters Score -1.058026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -10580252.000000 Penalty: 3719.402344
	Iteration 77Q: 3 clusters Score -1.058025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 91478 members 
Entering Unmasked Estep 
Score: -10580252.000000 Penalty: 3719.402344
	Iteration 78Q: 3 clusters Score -1.058025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 91481 members 
Entering Unmasked Estep 
Score: -10580252.000000 Penalty: 3719.402344
	Iteration 79Q: 3 clusters Score -1.058025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -10580255.000000 Penalty: 3719.402344
	Iteration 80F: 3 clusters Score -1.058026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 91485 members 
Entering Unmasked Estep 
Score: -10580258.000000 Penalty: 3719.402344
	Iteration 81Q: 3 clusters Score -1.058026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -10580276.000000 Penalty: 3719.402344
	Iteration 82Q: 3 clusters Score -1.058028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -10580288.000000 Penalty: 3719.402344
	Iteration 83Q: 3 clusters Score -1.058029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -10580283.000000 Penalty: 3719.402344
	Iteration 84Q: 3 clusters Score -1.058028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 91488 members 
Entering Unmasked Estep 
Score: -10580282.000000 Penalty: 3719.402344
	Iteration 85Q: 3 clusters Score -1.058028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -10580274.000000 Penalty: 3719.402344
	Iteration 86Q: 3 clusters Score -1.058027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 91492 members 
Entering Unmasked Estep 
Score: -10580279.000000 Penalty: 3719.402344
	Iteration 87Q: 3 clusters Score -1.058028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -10580279.000000 Penalty: 3719.402344
	Iteration 88Q: 3 clusters Score -1.058028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 91500 members 
Entering Unmasked Estep 
Score: -10580282.000000 Penalty: 3719.402344
	Iteration 89Q: 3 clusters Score -1.058028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 91502 members 
Entering Unmasked Estep 
Score: -10580277.000000 Penalty: 3719.402344
	Iteration 90Q: 3 clusters Score -1.058028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 91506 members 
Entering Unmasked Estep 
Score: -10580270.000000 Penalty: 3719.402344
	Iteration 91Q: 3 clusters Score -1.058027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -10580269.000000 Penalty: 3719.402344
	Iteration 92Q: 3 clusters Score -1.058027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -10580271.000000 Penalty: 3719.402344
	Iteration 93Q: 3 clusters Score -1.058027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 91508 members 
Entering Unmasked Estep 
Score: -10580273.000000 Penalty: 3719.402344
	Iteration 94Q: 3 clusters Score -1.058027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 91511 members 
Entering Unmasked Estep 
Score: -10580282.000000 Penalty: 3719.402344
	Iteration 95Q: 3 clusters Score -1.058028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 91515 members 
Entering Unmasked Estep 
Score: -10580275.000000 Penalty: 3719.402344
	Iteration 96Q: 3 clusters Score -1.058028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -10580266.000000 Penalty: 3719.402344
	Iteration 97Q: 3 clusters Score -1.058027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 91517 members 
Entering Unmasked Estep 
Score: -10580269.000000 Penalty: 3719.402344
	Iteration 98Q: 3 clusters Score -1.058027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 91518 members 
Entering Unmasked Estep 
Score: -10580271.000000 Penalty: 3719.402344
	Iteration 99Q: 3 clusters Score -1.058027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 91521 members 
Entering Unmasked Estep 
Score: -10580271.000000 Penalty: 3719.402344
	Iteration 100F: 3 clusters Score -1.058027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 91525 members 
Entering Unmasked Estep 
Score: -10580263.000000 Penalty: 3719.402344
	Iteration 101Q: 3 clusters Score -1.058026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 91526 members 
Entering Unmasked Estep 
Score: -10580256.000000 Penalty: 3719.402344
	Iteration 102Q: 3 clusters Score -1.058026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 91528 members 
Entering Unmasked Estep 
Score: -10580255.000000 Penalty: 3719.402344
	Iteration 103Q: 3 clusters Score -1.058026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -10580260.000000 Penalty: 3719.402344
	Iteration 104Q: 3 clusters Score -1.058026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 91530 members 
Entering Unmasked Estep 
Score: -10580257.000000 Penalty: 3719.402344
	Iteration 105Q: 3 clusters Score -1.058026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 91534 members 
Entering Unmasked Estep 
Score: -10580254.000000 Penalty: 3719.402344
	Iteration 106Q: 3 clusters Score -1.058025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 91541 members 
Entering Unmasked Estep 
Score: -10580253.000000 Penalty: 3719.402344
	Iteration 107Q: 3 clusters Score -1.058025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 91546 members 
Entering Unmasked Estep 
Score: -10580242.000000 Penalty: 3719.402344
	Iteration 108Q: 3 clusters Score -1.058024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 91549 members 
Entering Unmasked Estep 
Score: -10580245.000000 Penalty: 3719.402344
	Iteration 109Q: 3 clusters Score -1.058024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -10580247.000000 Penalty: 3719.402344
	Iteration 110Q: 3 clusters Score -1.058025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 91559 members 
Entering Unmasked Estep 
Score: -10580250.000000 Penalty: 3719.402344
	Iteration 111Q: 3 clusters Score -1.058025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -10580250.000000 Penalty: 3719.402344
	Iteration 112Q: 3 clusters Score -1.058025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 91567 members 
Entering Unmasked Estep 
Score: -10580251.000000 Penalty: 3719.402344
	Iteration 113Q: 3 clusters Score -1.058025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 91576 members 
Entering Unmasked Estep 
Score: -10580260.000000 Penalty: 3719.402344
	Iteration 114Q: 3 clusters Score -1.058026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 91581 members 
Entering Unmasked Estep 
Score: -10580256.000000 Penalty: 3719.402344
	Iteration 115Q: 3 clusters Score -1.058026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 91583 members 
Entering Unmasked Estep 
Score: -10580258.000000 Penalty: 3719.402344
	Iteration 116Q: 3 clusters Score -1.058026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 91583 members 
Entering Unmasked Estep 
Score: -10580258.000000 Penalty: 3719.402344
	Iteration 117F: 3 clusters Score -1.058026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Entering Unmasked Estep 
Score: -504217.312500 Penalty: 1371.445435
	Iteration 0F: 2 clusters Score -504217.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -500505.937500 Penalty: 2742.890869
	Iteration 0F: 3 clusters Score -500505.9 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -501525.218750 Penalty: 2742.890869
	Iteration 1F: 3 clusters Score -501525.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -501720.250000 Penalty: 2742.890869
	Iteration 2F: 3 clusters Score -501720.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -501885.843750 Penalty: 2742.890869
	Iteration 3F: 3 clusters Score -501885.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -502041.843750 Penalty: 2742.890869
	Iteration 4Q: 3 clusters Score -502041.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -502189.906250 Penalty: 2742.890869
	Iteration 5Q: 3 clusters Score -502189.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -502317.750000 Penalty: 2742.890869
	Iteration 6Q: 3 clusters Score -502317.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -502434.156250 Penalty: 2742.890869
	Iteration 7Q: 3 clusters Score -502434.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -502531.656250 Penalty: 2742.890869
	Iteration 8Q: 3 clusters Score -502531.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -502604.281250 Penalty: 2742.890869
	Iteration 9Q: 3 clusters Score -502604.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -502658.156250 Penalty: 2742.890869
	Iteration 10Q: 3 clusters Score -502658.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -502707.312500 Penalty: 2742.890869
	Iteration 11Q: 3 clusters Score -502707.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -502751.718750 Penalty: 2742.890869
	Iteration 12Q: 3 clusters Score -502751.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -502791.593750 Penalty: 2742.890869
	Iteration 13Q: 3 clusters Score -502791.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -502823.375000 Penalty: 2742.890869
	Iteration 14Q: 3 clusters Score -502823.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -502853.187500 Penalty: 2742.890869
	Iteration 15Q: 3 clusters Score -502853.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -502893.718750 Penalty: 2742.890869
	Iteration 16Q: 3 clusters Score -502893.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -502947.500000 Penalty: 2742.890869
	Iteration 17Q: 3 clusters Score -502947.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -502995.531250 Penalty: 2742.890869
	Iteration 18Q: 3 clusters Score -502995.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -503032.281250 Penalty: 2742.890869
	Iteration 19Q: 3 clusters Score -503032.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -503059.687500 Penalty: 2742.890869
	Iteration 20F: 3 clusters Score -503059.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -503075.468750 Penalty: 2742.890869
	Iteration 21Q: 3 clusters Score -503075.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -503089.562500 Penalty: 2742.890869
	Iteration 22Q: 3 clusters Score -503089.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -503105.593750 Penalty: 2742.890869
	Iteration 23Q: 3 clusters Score -503105.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -503122.625000 Penalty: 2742.890869
	Iteration 24Q: 3 clusters Score -503122.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -503143.031250 Penalty: 2742.890869
	Iteration 25Q: 3 clusters Score -503143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -503160.687500 Penalty: 2742.890869
	Iteration 26Q: 3 clusters Score -503160.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -503187.687500 Penalty: 2742.890869
	Iteration 27Q: 3 clusters Score -503187.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -503213.406250 Penalty: 2742.890869
	Iteration 28Q: 3 clusters Score -503213.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -503240.500000 Penalty: 2742.890869
	Iteration 29Q: 3 clusters Score -503240.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -503256.562500 Penalty: 2742.890869
	Iteration 30Q: 3 clusters Score -503256.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -503266.656250 Penalty: 2742.890869
	Iteration 31Q: 3 clusters Score -503266.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -503274.062500 Penalty: 2742.890869
	Iteration 32Q: 3 clusters Score -503274.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -503286.281250 Penalty: 2742.890869
	Iteration 33Q: 3 clusters Score -503286.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -503297.937500 Penalty: 2742.890869
	Iteration 34Q: 3 clusters Score -503297.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -503309.187500 Penalty: 2742.890869
	Iteration 35Q: 3 clusters Score -503309.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -503319.625000 Penalty: 2742.890869
	Iteration 36Q: 3 clusters Score -503319.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -503331.687500 Penalty: 2742.890869
	Iteration 37Q: 3 clusters Score -503331.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -503338.406250 Penalty: 2742.890869
	Iteration 38Q: 3 clusters Score -503338.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -503343.812500 Penalty: 2742.890869
	Iteration 39Q: 3 clusters Score -503343.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -503349.875000 Penalty: 2742.890869
	Iteration 40F: 3 clusters Score -503349.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -503353.281250 Penalty: 2742.890869
	Iteration 41Q: 3 clusters Score -503353.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -503354.968750 Penalty: 2742.890869
	Iteration 42Q: 3 clusters Score -503355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -503356.968750 Penalty: 2742.890869
	Iteration 43Q: 3 clusters Score -503357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -503358.718750 Penalty: 2742.890869
	Iteration 44Q: 3 clusters Score -503358.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -503360.687500 Penalty: 2742.890869
	Iteration 45Q: 3 clusters Score -503360.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -503362.718750 Penalty: 2742.890869
	Iteration 46Q: 3 clusters Score -503362.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -503364.625000 Penalty: 2742.890869
	Iteration 47Q: 3 clusters Score -503364.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -503365.687500 Penalty: 2742.890869
	Iteration 48Q: 3 clusters Score -503365.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -503366.937500 Penalty: 2742.890869
	Iteration 49Q: 3 clusters Score -503366.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -503367.687500 Penalty: 2742.890869
	Iteration 50Q: 3 clusters Score -503367.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -503368.156250 Penalty: 2742.890869
	Iteration 51Q: 3 clusters Score -503368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -503368.281250 Penalty: 2742.890869
	Iteration 52Q: 3 clusters Score -503368.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -503368.906250 Penalty: 2742.890869
	Iteration 53Q: 3 clusters Score -503368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -503370.406250 Penalty: 2742.890869
	Iteration 54Q: 3 clusters Score -503370.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -503375.562500 Penalty: 2742.890869
	Iteration 55Q: 3 clusters Score -503375.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -503377.937500 Penalty: 2742.890869
	Iteration 56Q: 3 clusters Score -503377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -503378.593750 Penalty: 2742.890869
	Iteration 57Q: 3 clusters Score -503378.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -503379.281250 Penalty: 2742.890869
	Iteration 58Q: 3 clusters Score -503379.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -503379.281250 Penalty: 2742.890869
	Iteration 59F: 3 clusters Score -503379.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Entering Unmasked Estep 
Score: -936968.437500 Penalty: 1461.714233
	Iteration 0F: 2 clusters Score -936968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -931047.937500 Penalty: 2923.428467
	Iteration 0F: 3 clusters Score -931047.9 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -932940.812500 Penalty: 2923.428467
	Iteration 1F: 3 clusters Score -932940.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -933331.875000 Penalty: 2923.428467
	Iteration 2F: 3 clusters Score -933331.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -933729.187500 Penalty: 2923.428467
	Iteration 3F: 3 clusters Score -933729.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -934154.000000 Penalty: 2923.428467
	Iteration 4F: 3 clusters Score -934154 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -934660.812500 Penalty: 2923.428467
	Iteration 5F: 3 clusters Score -934660.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -935204.562500 Penalty: 2923.428467
	Iteration 6F: 3 clusters Score -935204.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -935650.312500 Penalty: 2923.428467
	Iteration 7F: 3 clusters Score -935650.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -935961.875000 Penalty: 2923.428467
	Iteration 8Q: 3 clusters Score -935961.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -936150.187500 Penalty: 2923.428467
	Iteration 9Q: 3 clusters Score -936150.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -936223.000000 Penalty: 2923.428467
	Iteration 10Q: 3 clusters Score -936223 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -936260.875000 Penalty: 2923.428467
	Iteration 11Q: 3 clusters Score -936260.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -936278.000000 Penalty: 2923.428467
	Iteration 12Q: 3 clusters Score -936278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -936291.062500 Penalty: 2923.428467
	Iteration 13Q: 3 clusters Score -936291.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -936296.562500 Penalty: 2923.428467
	Iteration 14Q: 3 clusters Score -936296.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -936300.687500 Penalty: 2923.428467
	Iteration 15Q: 3 clusters Score -936300.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -936303.875000 Penalty: 2923.428467
	Iteration 16Q: 3 clusters Score -936303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -936304.750000 Penalty: 2923.428467
	Iteration 17Q: 3 clusters Score -936304.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -936305.500000 Penalty: 2923.428467
	Iteration 18Q: 3 clusters Score -936305.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -936305.125000 Penalty: 2923.428467
	Iteration 19Q: 3 clusters Score -936305.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -936303.625000 Penalty: 2923.428467
	Iteration 20F: 3 clusters Score -936303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -936304.000000 Penalty: 2923.428467
	Iteration 21Q: 3 clusters Score -936304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -936304.000000 Penalty: 2923.428467
	Iteration 22F: 3 clusters Score -936304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 85860 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 84101 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78996 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100168.000000 Penalty: 51286.125000
Iteration 399Q: 24 clusters Score -1.021002e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 85858 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 84097 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95054 members 
Mstep: Class 12 contains 79002 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100144.000000 Penalty: 51286.125000
Iteration 400F: 24 clusters Score -1.021001e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 85855 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 84094 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95054 members 
Mstep: Class 12 contains 79006 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100184.000000 Penalty: 51286.125000
Iteration 401Q: 24 clusters Score -1.021002e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 85852 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 84091 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 79009 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100168.000000 Penalty: 51286.125000
Iteration 402Q: 24 clusters Score -1.021002e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 85855 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15567 members 
Mstep: Class 6 contains 84084 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95053 members 
Mstep: Class 12 contains 79017 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93369 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100136.000000 Penalty: 51286.125000
Iteration 403Q: 24 clusters Score -1.021001e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 85864 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15566 members 
Mstep: Class 6 contains 84075 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95049 members 
Mstep: Class 12 contains 79022 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100120.000000 Penalty: 51286.125000
Iteration 404Q: 24 clusters Score -1.021001e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 85868 members 
Mstep: Class 3 contains 12975 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15566 members 
Mstep: Class 6 contains 84061 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95046 members 
Mstep: Class 12 contains 79034 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100112.000000 Penalty: 51286.125000
Iteration 405Q: 24 clusters Score -1.021001e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 85873 members 
Mstep: Class 3 contains 12973 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15567 members 
Mstep: Class 6 contains 84045 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95046 members 
Mstep: Class 12 contains 79045 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100152.000000 Penalty: 51286.125000
Iteration 406Q: 24 clusters Score -1.021002e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 85885 members 
Mstep: Class 3 contains 12973 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15566 members 
Mstep: Class 6 contains 84026 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95047 members 
Mstep: Class 12 contains 79053 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100096.000000 Penalty: 51286.125000
Iteration 407Q: 24 clusters Score -1.021001e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 85891 members 
Mstep: Class 3 contains 12973 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15567 members 
Mstep: Class 6 contains 84012 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95049 members 
Mstep: Class 12 contains 79057 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100104.000000 Penalty: 51286.125000
Iteration 408Q: 24 clusters Score -1.021001e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 85896 members 
Mstep: Class 3 contains 12972 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15567 members 
Mstep: Class 6 contains 84005 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95050 members 
Mstep: Class 12 contains 79061 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100096.000000 Penalty: 51286.125000
Iteration 409Q: 24 clusters Score -1.021001e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 85904 members 
Mstep: Class 3 contains 12972 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15567 members 
Mstep: Class 6 contains 83999 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95049 members 
Mstep: Class 12 contains 79062 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100096.000000 Penalty: 51286.125000
Iteration 410Q: 24 clusters Score -1.021001e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 85912 members 
Mstep: Class 3 contains 12972 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15567 members 
Mstep: Class 6 contains 83990 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95049 members 
Mstep: Class 12 contains 79064 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100104.000000 Penalty: 51286.125000
Iteration 411Q: 24 clusters Score -1.021001e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 85919 members 
Mstep: Class 3 contains 12972 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15567 members 
Mstep: Class 6 contains 83978 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95050 members 
Mstep: Class 12 contains 79069 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100112.000000 Penalty: 51286.125000
Iteration 412Q: 24 clusters Score -1.021001e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 85922 members 
Mstep: Class 3 contains 12972 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15565 members 
Mstep: Class 6 contains 83964 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95050 members 
Mstep: Class 12 contains 79081 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100088.000000 Penalty: 51286.125000
Iteration 413Q: 24 clusters Score -1.021001e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 85927 members 
Mstep: Class 3 contains 12972 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15565 members 
Mstep: Class 6 contains 83947 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 79090 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100128.000000 Penalty: 51286.125000
Iteration 414Q: 24 clusters Score -1.021001e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 85939 members 
Mstep: Class 3 contains 12972 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15566 members 
Mstep: Class 6 contains 83937 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95050 members 
Mstep: Class 12 contains 79086 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100128.000000 Penalty: 51286.125000
Iteration 415Q: 24 clusters Score -1.021001e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 85955 members 
Mstep: Class 3 contains 12971 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15567 members 
Mstep: Class 6 contains 83931 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176011 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95050 members 
Mstep: Class 12 contains 79074 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100144.000000 Penalty: 51286.125000
Iteration 416Q: 24 clusters Score -1.021001e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 85967 members 
Mstep: Class 3 contains 12969 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15566 members 
Mstep: Class 6 contains 83932 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176012 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 79063 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100152.000000 Penalty: 51286.125000
Iteration 417Q: 24 clusters Score -1.021002e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 85978 members 
Mstep: Class 3 contains 12969 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15565 members 
Mstep: Class 6 contains 83932 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176012 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95053 members 
Mstep: Class 12 contains 79052 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100192.000000 Penalty: 51286.125000
Iteration 418Q: 24 clusters Score -1.021002e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79135 members 
Mstep: Class 2 contains 85986 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15564 members 
Mstep: Class 6 contains 83930 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176012 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 79047 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100200.000000 Penalty: 51286.125000
Iteration 419Q: 24 clusters Score -1.021002e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 85994 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15564 members 
Mstep: Class 6 contains 83926 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176012 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 79038 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100240.000000 Penalty: 51286.125000
Iteration 420F: 24 clusters Score -1.021002e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 85997 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15564 members 
Mstep: Class 6 contains 83922 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176012 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 79036 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100176.000000 Penalty: 51286.125000
Iteration 421Q: 24 clusters Score -1.021002e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 86000 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15565 members 
Mstep: Class 6 contains 83921 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176012 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95053 members 
Mstep: Class 12 contains 79028 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100104.000000 Penalty: 51286.125000
Iteration 422Q: 24 clusters Score -1.021001e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79155 members 
Mstep: Class 2 contains 86000 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15565 members 
Mstep: Class 6 contains 83923 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176013 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 79019 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100160.000000 Penalty: 51286.125000
Iteration 423Q: 24 clusters Score -1.021002e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 85994 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15566 members 
Mstep: Class 6 contains 83924 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 79011 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100176.000000 Penalty: 51286.125000
Iteration 424Q: 24 clusters Score -1.021002e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 85990 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15566 members 
Mstep: Class 6 contains 83924 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176015 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 79009 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32240 members 
Mstep: Class 21 contains 93370 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100168.000000 Penalty: 51286.125000
Iteration 425Q: 24 clusters Score -1.021002e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 85984 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15566 members 
Mstep: Class 6 contains 83926 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176015 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95053 members 
Mstep: Class 12 contains 79007 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93371 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100176.000000 Penalty: 51286.125000
Iteration 426Q: 24 clusters Score -1.021002e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 85985 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15566 members 
Mstep: Class 6 contains 83930 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95053 members 
Mstep: Class 12 contains 79001 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100200.000000 Penalty: 51286.125000
Iteration 427Q: 24 clusters Score -1.021002e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 85985 members 
Mstep: Class 3 contains 12969 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15567 members 
Mstep: Class 6 contains 83935 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95053 members 
Mstep: Class 12 contains 78995 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100144.000000 Penalty: 51286.125000
Iteration 428Q: 24 clusters Score -1.021001e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 85990 members 
Mstep: Class 3 contains 12969 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83936 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95053 members 
Mstep: Class 12 contains 78988 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100128.000000 Penalty: 51286.125000
Iteration 429Q: 24 clusters Score -1.021001e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 85993 members 
Mstep: Class 3 contains 12966 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83942 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78984 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100200.000000 Penalty: 51286.125000
Iteration 430Q: 24 clusters Score -1.021002e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 85996 members 
Mstep: Class 3 contains 12965 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83943 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78982 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100192.000000 Penalty: 51286.125000
Iteration 431Q: 24 clusters Score -1.021002e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 85995 members 
Mstep: Class 3 contains 12964 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83949 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78978 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100176.000000 Penalty: 51286.125000
Iteration 432Q: 24 clusters Score -1.021002e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 85996 members 
Mstep: Class 3 contains 12964 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83951 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95053 members 
Mstep: Class 12 contains 78975 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100176.000000 Penalty: 51286.125000
Iteration 433Q: 24 clusters Score -1.021002e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 86000 members 
Mstep: Class 3 contains 12964 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83953 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95054 members 
Mstep: Class 12 contains 78967 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100192.000000 Penalty: 51286.125000
Iteration 434Q: 24 clusters Score -1.021002e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 86004 members 
Mstep: Class 3 contains 12964 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83958 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95053 members 
Mstep: Class 12 contains 78959 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100168.000000 Penalty: 51286.125000
Iteration 435Q: 24 clusters Score -1.021002e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 86005 members 
Mstep: Class 3 contains 12964 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83965 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95053 members 
Mstep: Class 12 contains 78951 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100144.000000 Penalty: 51286.125000
Iteration 436Q: 24 clusters Score -1.021001e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 86005 members 
Mstep: Class 3 contains 12963 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83970 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78948 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100144.000000 Penalty: 51286.125000
Iteration 437Q: 24 clusters Score -1.021001e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 86006 members 
Mstep: Class 3 contains 12962 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83979 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78939 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100168.000000 Penalty: 51286.125000
Iteration 438Q: 24 clusters Score -1.021002e+08 nChanged 7
Entering ConstructFrom: 
Score: -102100168.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (79176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79176 members 
Entering Unmasked Estep 
Score: -9202500.000000 Penalty: 1832.907104
	Iteration 0F: 2 clusters Score -9202500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -9149513.000000 Penalty: 3665.814209
	Iteration 0F: 3 clusters Score -9149513 nChanged 37693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -9171250.000000 Penalty: 3665.814209
	Iteration 1F: 3 clusters Score -9171250 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -9171607.000000 Penalty: 3665.814209
	Iteration 2Q: 3 clusters Score -9171607 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -9172011.000000 Penalty: 3665.814209
	Iteration 3Q: 3 clusters Score -9172011 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -9172437.000000 Penalty: 3665.814209
	Iteration 4Q: 3 clusters Score -9172437 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -9172982.000000 Penalty: 3665.814209
	Iteration 5Q: 3 clusters Score -9172982 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -9173658.000000 Penalty: 3665.814209
	Iteration 6Q: 3 clusters Score -9173658 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -9174594.000000 Penalty: 3665.814209
	Iteration 7Q: 3 clusters Score -9174594 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -9176338.000000 Penalty: 3665.814209
	Iteration 8Q: 3 clusters Score -9176338 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -9179593.000000 Penalty: 3665.814209
	Iteration 9F: 3 clusters Score -9179593 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -9184085.000000 Penalty: 3665.814209
	Iteration 10F: 3 clusters Score -9184085 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -9187143.000000 Penalty: 3665.814209
	Iteration 11F: 3 clusters Score -9187143 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -9188512.000000 Penalty: 3665.814209
	Iteration 12Q: 3 clusters Score -9188512 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -9189342.000000 Penalty: 3665.814209
	Iteration 13Q: 3 clusters Score -9189342 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -9190074.000000 Penalty: 3665.814209
	Iteration 14Q: 3 clusters Score -9190074 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -9191088.000000 Penalty: 3665.814209
	Iteration 15Q: 3 clusters Score -9191088 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -9192165.000000 Penalty: 3665.814209
	Iteration 16Q: 3 clusters Score -9192165 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -9193265.000000 Penalty: 3665.814209
	Iteration 17Q: 3 clusters Score -9193265 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -9194535.000000 Penalty: 3665.814209
	Iteration 18Q: 3 clusters Score -9194535 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -9196012.000000 Penalty: 3665.814209
	Iteration 19Q: 3 clusters Score -9196012 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -9197507.000000 Penalty: 3665.814209
	Iteration 20F: 3 clusters Score -9197507 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -9198899.000000 Penalty: 3665.814209
	Iteration 21Q: 3 clusters Score -9198899 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -9199750.000000 Penalty: 3665.814209
	Iteration 22Q: 3 clusters Score -9199750 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -9200414.000000 Penalty: 3665.814209
	Iteration 23Q: 3 clusters Score -9200414 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -9200705.000000 Penalty: 3665.814209
	Iteration 24Q: 3 clusters Score -9200705 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -9200824.000000 Penalty: 3665.814209
	Iteration 25Q: 3 clusters Score -9200824 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -9200865.000000 Penalty: 3665.814209
	Iteration 26Q: 3 clusters Score -9200865 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -9200910.000000 Penalty: 3665.814209
	Iteration 27Q: 3 clusters Score -9200910 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -9200920.000000 Penalty: 3665.814209
	Iteration 28Q: 3 clusters Score -9200920 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -9200958.000000 Penalty: 3665.814209
	Iteration 29Q: 3 clusters Score -9200958 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -9200991.000000 Penalty: 3665.814209
	Iteration 30Q: 3 clusters Score -9200991 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -9201022.000000 Penalty: 3665.814209
	Iteration 31Q: 3 clusters Score -9201022 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -9201028.000000 Penalty: 3665.814209
	Iteration 32Q: 3 clusters Score -9201028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -9201045.000000 Penalty: 3665.814209
	Iteration 33Q: 3 clusters Score -9201045 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -9201045.000000 Penalty: 3665.814209
	Iteration 34Q: 3 clusters Score -9201045 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -9201063.000000 Penalty: 3665.814209
	Iteration 35Q: 3 clusters Score -9201063 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -9201079.000000 Penalty: 3665.814209
	Iteration 36Q: 3 clusters Score -9201079 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -9201050.000000 Penalty: 3665.814209
	Iteration 37Q: 3 clusters Score -9201050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -9201045.000000 Penalty: 3665.814209
	Iteration 38Q: 3 clusters Score -9201045 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -9201048.000000 Penalty: 3665.814209
	Iteration 39Q: 3 clusters Score -9201048 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -9201052.000000 Penalty: 3665.814209
	Iteration 40F: 3 clusters Score -9201052 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -9201059.000000 Penalty: 3665.814209
	Iteration 41Q: 3 clusters Score -9201059 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -9201078.000000 Penalty: 3665.814209
	Iteration 42Q: 3 clusters Score -9201078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -9201078.000000 Penalty: 3665.814209
	Iteration 43Q: 3 clusters Score -9201078 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -9201088.000000 Penalty: 3665.814209
	Iteration 44Q: 3 clusters Score -9201088 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -9201087.000000 Penalty: 3665.814209
	Iteration 45Q: 3 clusters Score -9201087 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -9201102.000000 Penalty: 3665.814209
	Iteration 46Q: 3 clusters Score -9201102 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -9201122.000000 Penalty: 3665.814209
	Iteration 47Q: 3 clusters Score -9201122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -9201130.000000 Penalty: 3665.814209
	Iteration 48Q: 3 clusters Score -9201130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -9201125.000000 Penalty: 3665.814209
	Iteration 49Q: 3 clusters Score -9201125 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -9201124.000000 Penalty: 3665.814209
	Iteration 50Q: 3 clusters Score -9201124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -9201103.000000 Penalty: 3665.814209
	Iteration 51Q: 3 clusters Score -9201103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -9201103.000000 Penalty: 3665.814209
	Iteration 52Q: 3 clusters Score -9201103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -9201090.000000 Penalty: 3665.814209
	Iteration 53Q: 3 clusters Score -9201090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -9201093.000000 Penalty: 3665.814209
	Iteration 54Q: 3 clusters Score -9201093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -9201094.000000 Penalty: 3665.814209
	Iteration 55Q: 3 clusters Score -9201094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -9201110.000000 Penalty: 3665.814209
	Iteration 56Q: 3 clusters Score -9201110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -9201106.000000 Penalty: 3665.814209
	Iteration 57Q: 3 clusters Score -9201106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -9201102.000000 Penalty: 3665.814209
	Iteration 58Q: 3 clusters Score -9201102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -9201101.000000 Penalty: 3665.814209
	Iteration 59Q: 3 clusters Score -9201101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -9201098.000000 Penalty: 3665.814209
	Iteration 60F: 3 clusters Score -9201098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -9201099.000000 Penalty: 3665.814209
	Iteration 61Q: 3 clusters Score -9201099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -9201094.000000 Penalty: 3665.814209
	Iteration 62Q: 3 clusters Score -9201094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -9201079.000000 Penalty: 3665.814209
	Iteration 63Q: 3 clusters Score -9201079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -9201075.000000 Penalty: 3665.814209
	Iteration 64Q: 3 clusters Score -9201075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -9201081.000000 Penalty: 3665.814209
	Iteration 65Q: 3 clusters Score -9201081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -9201082.000000 Penalty: 3665.814209
	Iteration 66Q: 3 clusters Score -9201082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -9201090.000000 Penalty: 3665.814209
	Iteration 67Q: 3 clusters Score -9201090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -9201081.000000 Penalty: 3665.814209
	Iteration 68Q: 3 clusters Score -9201081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -9201088.000000 Penalty: 3665.814209
	Iteration 69Q: 3 clusters Score -9201088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -9201080.000000 Penalty: 3665.814209
	Iteration 70Q: 3 clusters Score -9201080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -9201086.000000 Penalty: 3665.814209
	Iteration 71Q: 3 clusters Score -9201086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -9201084.000000 Penalty: 3665.814209
	Iteration 72Q: 3 clusters Score -9201084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -9201079.000000 Penalty: 3665.814209
	Iteration 73Q: 3 clusters Score -9201079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -9201077.000000 Penalty: 3665.814209
	Iteration 74Q: 3 clusters Score -9201077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -9201079.000000 Penalty: 3665.814209
	Iteration 75Q: 3 clusters Score -9201079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -9201073.000000 Penalty: 3665.814209
	Iteration 76Q: 3 clusters Score -9201073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -9201080.000000 Penalty: 3665.814209
	Iteration 77Q: 3 clusters Score -9201080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -9201081.000000 Penalty: 3665.814209
	Iteration 78Q: 3 clusters Score -9201081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -9201084.000000 Penalty: 3665.814209
	Iteration 79Q: 3 clusters Score -9201084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -9201088.000000 Penalty: 3665.814209
	Iteration 80F: 3 clusters Score -9201088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -9201085.000000 Penalty: 3665.814209
	Iteration 81Q: 3 clusters Score -9201085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -9201098.000000 Penalty: 3665.814209
	Iteration 82Q: 3 clusters Score -9201098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -9201091.000000 Penalty: 3665.814209
	Iteration 83Q: 3 clusters Score -9201091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -9201082.000000 Penalty: 3665.814209
	Iteration 84Q: 3 clusters Score -9201082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -9201079.000000 Penalty: 3665.814209
	Iteration 85Q: 3 clusters Score -9201079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -9201086.000000 Penalty: 3665.814209
	Iteration 86Q: 3 clusters Score -9201086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -9201088.000000 Penalty: 3665.814209
	Iteration 87Q: 3 clusters Score -9201088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -9201099.000000 Penalty: 3665.814209
	Iteration 88Q: 3 clusters Score -9201099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -9201111.000000 Penalty: 3665.814209
	Iteration 89Q: 3 clusters Score -9201111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -9201107.000000 Penalty: 3665.814209
	Iteration 90Q: 3 clusters Score -9201107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -9201118.000000 Penalty: 3665.814209
	Iteration 91Q: 3 clusters Score -9201118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -9201123.000000 Penalty: 3665.814209
	Iteration 92Q: 3 clusters Score -9201123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -9201122.000000 Penalty: 3665.814209
	Iteration 93Q: 3 clusters Score -9201122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -9201117.000000 Penalty: 3665.814209
	Iteration 94Q: 3 clusters Score -9201117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -9201115.000000 Penalty: 3665.814209
	Iteration 95Q: 3 clusters Score -9201115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -9201110.000000 Penalty: 3665.814209
	Iteration 96Q: 3 clusters Score -9201110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -9201112.000000 Penalty: 3665.814209
	Iteration 97Q: 3 clusters Score -9201112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -9201115.000000 Penalty: 3665.814209
	Iteration 98Q: 3 clusters Score -9201115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -9201104.000000 Penalty: 3665.814209
	Iteration 99Q: 3 clusters Score -9201104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -9201111.000000 Penalty: 3665.814209
	Iteration 100F: 3 clusters Score -9201111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -9201116.000000 Penalty: 3665.814209
	Iteration 101Q: 3 clusters Score -9201116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -9201122.000000 Penalty: 3665.814209
	Iteration 102Q: 3 clusters Score -9201122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -9201131.000000 Penalty: 3665.814209
	Iteration 103Q: 3 clusters Score -9201131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -9201123.000000 Penalty: 3665.814209
	Iteration 104Q: 3 clusters Score -9201123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -9201126.000000 Penalty: 3665.814209
	Iteration 105Q: 3 clusters Score -9201126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -9201116.000000 Penalty: 3665.814209
	Iteration 106Q: 3 clusters Score -9201116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -9201121.000000 Penalty: 3665.814209
	Iteration 107Q: 3 clusters Score -9201121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -9201116.000000 Penalty: 3665.814209
	Iteration 108Q: 3 clusters Score -9201116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -9201123.000000 Penalty: 3665.814209
	Iteration 109Q: 3 clusters Score -9201123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -9201109.000000 Penalty: 3665.814209
	Iteration 110Q: 3 clusters Score -9201109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -9201115.000000 Penalty: 3665.814209
	Iteration 111Q: 3 clusters Score -9201115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -9201113.000000 Penalty: 3665.814209
	Iteration 112Q: 3 clusters Score -9201113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -9201111.000000 Penalty: 3665.814209
	Iteration 113Q: 3 clusters Score -9201111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -9201118.000000 Penalty: 3665.814209
	Iteration 114Q: 3 clusters Score -9201118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -9201125.000000 Penalty: 3665.814209
	Iteration 115Q: 3 clusters Score -9201125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -9201126.000000 Penalty: 3665.814209
	Iteration 116Q: 3 clusters Score -9201126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9201126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -9201124.000000 Penalty: 3665.814209
	Iteration 118Q: 3 clusters Score -9201124 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -9201121.000000 Penalty: 3665.814209
	Iteration 119Q: 3 clusters Score -9201121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -9201133.000000 Penalty: 3665.814209
	Iteration 120F: 3 clusters Score -9201133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -9201130.000000 Penalty: 3665.814209
	Iteration 121Q: 3 clusters Score -9201130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9201131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -9201131.000000 Penalty: 3665.814209
	Iteration 123Q: 3 clusters Score -9201131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -9201132.000000 Penalty: 3665.814209
	Iteration 124Q: 3 clusters Score -9201132 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -9201131.000000 Penalty: 3665.814209
	Iteration 125Q: 3 clusters Score -9201131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -9201138.000000 Penalty: 3665.814209
	Iteration 126Q: 3 clusters Score -9201138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -9201134.000000 Penalty: 3665.814209
	Iteration 127Q: 3 clusters Score -9201134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -9201132.000000 Penalty: 3665.814209
	Iteration 128Q: 3 clusters Score -9201132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -9201148.000000 Penalty: 3665.814209
	Iteration 129Q: 3 clusters Score -9201148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -9201146.000000 Penalty: 3665.814209
	Iteration 130Q: 3 clusters Score -9201146 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -9201151.000000 Penalty: 3665.814209
	Iteration 131Q: 3 clusters Score -9201151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -9201147.000000 Penalty: 3665.814209
	Iteration 132Q: 3 clusters Score -9201147 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9201148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -9201141.000000 Penalty: 3665.814209
	Iteration 134Q: 3 clusters Score -9201141 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -9201140.000000 Penalty: 3665.814209
	Iteration 135Q: 3 clusters Score -9201140 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -9201128.000000 Penalty: 3665.814209
	Iteration 136Q: 3 clusters Score -9201128 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -9201127.000000 Penalty: 3665.814209
	Iteration 137Q: 3 clusters Score -9201127 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -9201136.000000 Penalty: 3665.814209
	Iteration 138Q: 3 clusters Score -9201136 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -9201125.000000 Penalty: 3665.814209
	Iteration 139Q: 3 clusters Score -9201125 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -9201141.000000 Penalty: 3665.814209
	Iteration 140F: 3 clusters Score -9201141 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -9201133.000000 Penalty: 3665.814209
	Iteration 141Q: 3 clusters Score -9201133 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9201147 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -9201137.000000 Penalty: 3665.814209
	Iteration 143Q: 3 clusters Score -9201137 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -9201139.000000 Penalty: 3665.814209
	Iteration 144Q: 3 clusters Score -9201139 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -9201130.000000 Penalty: 3665.814209
	Iteration 145Q: 3 clusters Score -9201130 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9201133 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9201136 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9201134 nChanged 51
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Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9201133 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9201126 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -9201115.000000 Penalty: 3665.814209
	Iteration 151Q: 3 clusters Score -9201115 nChanged 42
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9201120.000000 Penalty: 3665.814209
	Iteration 152Q: 3 clusters Score -9201120 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9201117 nChanged 31
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Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9201121 nChanged 37
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	Iteration 155Q: 3 clusters Score -9201116 nChanged 28
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Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -9201119.000000 Penalty: 3665.814209
	Iteration 156Q: 3 clusters Score -9201119 nChanged 19
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	Iteration 157Q: 3 clusters Score -9201130 nChanged 17
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	Iteration 158Q: 3 clusters Score -9201138 nChanged 20
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	Iteration 159Q: 3 clusters Score -9201134 nChanged 19
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Entering Unmasked Estep 
Score: -9201122.000000 Penalty: 3665.814209
	Iteration 160F: 3 clusters Score -9201122 nChanged 15
Entering Unmasked Mstep 
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	Iteration 161Q: 3 clusters Score -9201122 nChanged 7
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	Iteration 162Q: 3 clusters Score -9201119 nChanged 11
Entering Unmasked Mstep 
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	Iteration 163Q: 3 clusters Score -9201120 nChanged 7
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	Iteration 164Q: 3 clusters Score -9201123 nChanged 8
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	Iteration 165Q: 3 clusters Score -9201117 nChanged 9
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9201121 nChanged 6
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9201137 nChanged 4
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Entering Unmasked Estep 
Score: -9201145.000000 Penalty: 3665.814209
	Iteration 168Q: 3 clusters Score -9201145 nChanged 1
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	Iteration 169Q: 3 clusters Score -9201143 nChanged 1
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	Iteration 170Q: 3 clusters Score -9201142 nChanged 3
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Score: -9201138.000000 Penalty: 3665.814209
	Iteration 171Q: 3 clusters Score -9201138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -9201141.000000 Penalty: 3665.814209
	Iteration 172Q: 3 clusters Score -9201141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -9201140.000000 Penalty: 3665.814209
	Iteration 173Q: 3 clusters Score -9201140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -9201136.000000 Penalty: 3665.814209
	Iteration 174Q: 3 clusters Score -9201136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -9201136.000000 Penalty: 3665.814209
	Iteration 175F: 3 clusters Score -9201136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86008 members 
Entering Unmasked Estep 
Score: -10041425.000000 Penalty: 1846.356812
	Iteration 0F: 2 clusters Score -1.004142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -9984477.000000 Penalty: 3692.713623
	Iteration 0F: 3 clusters Score -9984477 nChanged 40981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -10007896.000000 Penalty: 3692.713623
	Iteration 1F: 3 clusters Score -1.00079e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -10008454.000000 Penalty: 3692.713623
	Iteration 2Q: 3 clusters Score -1.000845e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -10009279.000000 Penalty: 3692.713623
	Iteration 3Q: 3 clusters Score -1.000928e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -10010652.000000 Penalty: 3692.713623
	Iteration 4Q: 3 clusters Score -1.001065e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -10013480.000000 Penalty: 3692.713623
	Iteration 5F: 3 clusters Score -1.001348e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -10019004.000000 Penalty: 3692.713623
	Iteration 6F: 3 clusters Score -1.0019e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -10027248.000000 Penalty: 3692.713623
	Iteration 7F: 3 clusters Score -1.002725e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -10034654.000000 Penalty: 3692.713623
	Iteration 8F: 3 clusters Score -1.003465e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -10038477.000000 Penalty: 3692.713623
	Iteration 9Q: 3 clusters Score -1.003848e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 85638 members 
Entering Unmasked Estep 
Score: -10039408.000000 Penalty: 3692.713623
	Iteration 10Q: 3 clusters Score -1.003941e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -10039621.000000 Penalty: 3692.713623
	Iteration 11Q: 3 clusters Score -1.003962e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 85886 members 
Entering Unmasked Estep 
Score: -10039687.000000 Penalty: 3692.713623
	Iteration 12Q: 3 clusters Score -1.003969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -10039717.000000 Penalty: 3692.713623
	Iteration 13Q: 3 clusters Score -1.003972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 85905 members 
Entering Unmasked Estep 
Score: -10039743.000000 Penalty: 3692.713623
	Iteration 14Q: 3 clusters Score -1.003974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 85902 members 
Entering Unmasked Estep 
Score: -10039750.000000 Penalty: 3692.713623
	Iteration 15Q: 3 clusters Score -1.003975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 85905 members 
Entering Unmasked Estep 
Score: -10039751.000000 Penalty: 3692.713623
	Iteration 16Q: 3 clusters Score -1.003975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -10039782.000000 Penalty: 3692.713623
	Iteration 17Q: 3 clusters Score -1.003978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -10039796.000000 Penalty: 3692.713623
	Iteration 18Q: 3 clusters Score -1.00398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -10039803.000000 Penalty: 3692.713623
	Iteration 19Q: 3 clusters Score -1.00398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -10039809.000000 Penalty: 3692.713623
	Iteration 20F: 3 clusters Score -1.003981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -10039805.000000 Penalty: 3692.713623
	Iteration 21Q: 3 clusters Score -1.00398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -10039805.000000 Penalty: 3692.713623
	Iteration 22F: 3 clusters Score -1.00398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Entering Unmasked Estep 
Score: -1501211.500000 Penalty: 1538.838745
	Iteration 0F: 2 clusters Score -1501212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1492103.750000 Penalty: 3077.677490
	Iteration 0F: 3 clusters Score -1492104 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1495108.250000 Penalty: 3077.677490
	Iteration 1F: 3 clusters Score -1495108 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1495392.875000 Penalty: 3077.677490
	Iteration 2F: 3 clusters Score -1495393 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1495699.750000 Penalty: 3077.677490
	Iteration 3F: 3 clusters Score -1495700 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1496126.375000 Penalty: 3077.677490
	Iteration 4F: 3 clusters Score -1496126 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1496775.250000 Penalty: 3077.677490
	Iteration 5F: 3 clusters Score -1496775 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1497660.250000 Penalty: 3077.677490
	Iteration 6F: 3 clusters Score -1497660 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1498669.250000 Penalty: 3077.677490
	Iteration 7F: 3 clusters Score -1498669 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1499352.875000 Penalty: 3077.677490
	Iteration 8F: 3 clusters Score -1499353 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1499849.500000 Penalty: 3077.677490
	Iteration 9Q: 3 clusters Score -1499850 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1500178.125000 Penalty: 3077.677490
	Iteration 10Q: 3 clusters Score -1500178 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1500396.250000 Penalty: 3077.677490
	Iteration 11Q: 3 clusters Score -1500396 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1500486.625000 Penalty: 3077.677490
	Iteration 12Q: 3 clusters Score -1500487 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1500530.125000 Penalty: 3077.677490
	Iteration 13Q: 3 clusters Score -1500530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1500556.250000 Penalty: 3077.677490
	Iteration 14Q: 3 clusters Score -1500556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1500576.875000 Penalty: 3077.677490
	Iteration 15Q: 3 clusters Score -1500577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1500584.500000 Penalty: 3077.677490
	Iteration 16Q: 3 clusters Score -1500584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1500596.625000 Penalty: 3077.677490
	Iteration 17Q: 3 clusters Score -1500597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1500607.500000 Penalty: 3077.677490
	Iteration 18Q: 3 clusters Score -1500608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1500614.750000 Penalty: 3077.677490
	Iteration 19Q: 3 clusters Score -1500615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1500623.375000 Penalty: 3077.677490
	Iteration 20F: 3 clusters Score -1500623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1500626.000000 Penalty: 3077.677490
	Iteration 21Q: 3 clusters Score -1500626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1500627.375000 Penalty: 3077.677490
	Iteration 22Q: 3 clusters Score -1500627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1500633.000000 Penalty: 3077.677490
	Iteration 23Q: 3 clusters Score -1500633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1500633.500000 Penalty: 3077.677490
	Iteration 24Q: 3 clusters Score -1500634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1500632.375000 Penalty: 3077.677490
	Iteration 25Q: 3 clusters Score -1500632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1500633.875000 Penalty: 3077.677490
	Iteration 26Q: 3 clusters Score -1500634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1500635.500000 Penalty: 3077.677490
	Iteration 27Q: 3 clusters Score -1500636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1500635.250000 Penalty: 3077.677490
	Iteration 28Q: 3 clusters Score -1500635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1500635.750000 Penalty: 3077.677490
	Iteration 29Q: 3 clusters Score -1500636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1500635.625000 Penalty: 3077.677490
	Iteration 30Q: 3 clusters Score -1500636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1500635.625000 Penalty: 3077.677490
	Iteration 31Q: 3 clusters Score -1500636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1500637.625000 Penalty: 3077.677490
	Iteration 32Q: 3 clusters Score -1500638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1500637.625000 Penalty: 3077.677490
	Iteration 33F: 3 clusters Score -1500638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Entering Unmasked Estep 
Score: -1135659.750000 Penalty: 1495.358765
	Iteration 0F: 2 clusters Score -1135660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1128574.875000 Penalty: 2990.717529
	Iteration 0F: 3 clusters Score -1128575 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1130890.875000 Penalty: 2990.717529
	Iteration 1F: 3 clusters Score -1130891 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1131141.500000 Penalty: 2990.717529
	Iteration 2F: 3 clusters Score -1131142 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1131356.375000 Penalty: 2990.717529
	Iteration 3F: 3 clusters Score -1131356 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1131574.375000 Penalty: 2990.717529
	Iteration 4Q: 3 clusters Score -1131574 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1131811.125000 Penalty: 2990.717529
	Iteration 5Q: 3 clusters Score -1131811 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1132073.625000 Penalty: 2990.717529
	Iteration 6Q: 3 clusters Score -1132074 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1132337.000000 Penalty: 2990.717529
	Iteration 7Q: 3 clusters Score -1132337 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1132635.625000 Penalty: 2990.717529
	Iteration 8Q: 3 clusters Score -1132636 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1132991.500000 Penalty: 2990.717529
	Iteration 9Q: 3 clusters Score -1132992 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1133387.375000 Penalty: 2990.717529
	Iteration 10F: 3 clusters Score -1133387 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1133747.875000 Penalty: 2990.717529
	Iteration 11Q: 3 clusters Score -1133748 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1134024.500000 Penalty: 2990.717529
	Iteration 12Q: 3 clusters Score -1134024 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1134156.250000 Penalty: 2990.717529
	Iteration 13Q: 3 clusters Score -1134156 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1134206.750000 Penalty: 2990.717529
	Iteration 14Q: 3 clusters Score -1134207 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1134232.500000 Penalty: 2990.717529
	Iteration 15Q: 3 clusters Score -1134232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1134244.750000 Penalty: 2990.717529
	Iteration 16Q: 3 clusters Score -1134245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1134256.500000 Penalty: 2990.717529
	Iteration 17Q: 3 clusters Score -1134256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1134260.625000 Penalty: 2990.717529
	Iteration 18Q: 3 clusters Score -1134261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1134267.875000 Penalty: 2990.717529
	Iteration 19Q: 3 clusters Score -1134268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1134269.375000 Penalty: 2990.717529
	Iteration 20F: 3 clusters Score -1134269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1134273.625000 Penalty: 2990.717529
	Iteration 21Q: 3 clusters Score -1134274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1134275.750000 Penalty: 2990.717529
	Iteration 22Q: 3 clusters Score -1134276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1134275.500000 Penalty: 2990.717529
	Iteration 23Q: 3 clusters Score -1134276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1134277.625000 Penalty: 2990.717529
	Iteration 24Q: 3 clusters Score -1134278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1134277.500000 Penalty: 2990.717529
	Iteration 25Q: 3 clusters Score -1134278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1134283.000000 Penalty: 2990.717529
	Iteration 26Q: 3 clusters Score -1134283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1134284.375000 Penalty: 2990.717529
	Iteration 27Q: 3 clusters Score -1134284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1134284.500000 Penalty: 2990.717529
	Iteration 28Q: 3 clusters Score -1134284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1134283.250000 Penalty: 2990.717529
	Iteration 29Q: 3 clusters Score -1134283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1134284.625000 Penalty: 2990.717529
	Iteration 30Q: 3 clusters Score -1134285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1134284.625000 Penalty: 2990.717529
	Iteration 31F: 3 clusters Score -1134285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Entering Unmasked Estep 
Score: -1728131.125000 Penalty: 1568.608154
	Iteration 0F: 2 clusters Score -1728131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1717279.250000 Penalty: 3137.216309
	Iteration 0F: 3 clusters Score -1717279 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1720963.250000 Penalty: 3137.216309
	Iteration 1F: 3 clusters Score -1720963 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1721264.750000 Penalty: 3137.216309
	Iteration 2F: 3 clusters Score -1721265 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1721504.875000 Penalty: 3137.216309
	Iteration 3Q: 3 clusters Score -1721505 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1721689.500000 Penalty: 3137.216309
	Iteration 4Q: 3 clusters Score -1721690 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1721858.500000 Penalty: 3137.216309
	Iteration 5Q: 3 clusters Score -1721858 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1722035.875000 Penalty: 3137.216309
	Iteration 6Q: 3 clusters Score -1722036 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1722238.250000 Penalty: 3137.216309
	Iteration 7Q: 3 clusters Score -1722238 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1722506.375000 Penalty: 3137.216309
	Iteration 8Q: 3 clusters Score -1722506 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1722886.750000 Penalty: 3137.216309
	Iteration 9Q: 3 clusters Score -1722887 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1723468.750000 Penalty: 3137.216309
	Iteration 10F: 3 clusters Score -1723469 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1724214.750000 Penalty: 3137.216309
	Iteration 11F: 3 clusters Score -1724215 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1724976.625000 Penalty: 3137.216309
	Iteration 12F: 3 clusters Score -1724977 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1725669.625000 Penalty: 3137.216309
	Iteration 13Q: 3 clusters Score -1725670 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1726120.375000 Penalty: 3137.216309
	Iteration 14Q: 3 clusters Score -1726120 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1726374.750000 Penalty: 3137.216309
	Iteration 15Q: 3 clusters Score -1726375 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1726525.250000 Penalty: 3137.216309
	Iteration 16Q: 3 clusters Score -1726525 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1726593.625000 Penalty: 3137.216309
	Iteration 17Q: 3 clusters Score -1726594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1726650.500000 Penalty: 3137.216309
	Iteration 18Q: 3 clusters Score -1726650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1726681.750000 Penalty: 3137.216309
	Iteration 19Q: 3 clusters Score -1726682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1726704.500000 Penalty: 3137.216309
	Iteration 20F: 3 clusters Score -1726704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1726723.125000 Penalty: 3137.216309
	Iteration 21Q: 3 clusters Score -1726723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1726732.375000 Penalty: 3137.216309
	Iteration 22Q: 3 clusters Score -1726732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1726742.625000 Penalty: 3137.216309
	Iteration 23Q: 3 clusters Score -1726743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1726746.500000 Penalty: 3137.216309
	Iteration 24Q: 3 clusters Score -1726746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1726748.875000 Penalty: 3137.216309
	Iteration 25Q: 3 clusters Score -1726749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1726748.875000 Penalty: 3137.216309
	Iteration 26F: 3 clusters Score -1726749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (83982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Entering Unmasked Estep 
Score: -9748855.000000 Penalty: 1842.483154
	Iteration 0F: 2 clusters Score -9748855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -9693262.000000 Penalty: 3684.966309
	Iteration 0F: 3 clusters Score -9693262 nChanged 39988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -9716061.000000 Penalty: 3684.966309
	Iteration 1F: 3 clusters Score -9716061 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -9716362.000000 Penalty: 3684.966309
	Iteration 2Q: 3 clusters Score -9716362 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -9716729.000000 Penalty: 3684.966309
	Iteration 3Q: 3 clusters Score -9716729 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -9716960.000000 Penalty: 3684.966309
	Iteration 4Q: 3 clusters Score -9716960 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -9717245.000000 Penalty: 3684.966309
	Iteration 5Q: 3 clusters Score -9717245 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -9717617.000000 Penalty: 3684.966309
	Iteration 6Q: 3 clusters Score -9717617 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -9718095.000000 Penalty: 3684.966309
	Iteration 7Q: 3 clusters Score -9718095 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -9718792.000000 Penalty: 3684.966309
	Iteration 8Q: 3 clusters Score -9718792 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -9719973.000000 Penalty: 3684.966309
	Iteration 9Q: 3 clusters Score -9719973 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -9722568.000000 Penalty: 3684.966309
	Iteration 10Q: 3 clusters Score -9722568 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -9726784.000000 Penalty: 3684.966309
	Iteration 11F: 3 clusters Score -9726784 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -9731255.000000 Penalty: 3684.966309
	Iteration 12F: 3 clusters Score -9731255 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -9733380.000000 Penalty: 3684.966309
	Iteration 13F: 3 clusters Score -9733380 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -9734455.000000 Penalty: 3684.966309
	Iteration 14Q: 3 clusters Score -9734455 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -9735291.000000 Penalty: 3684.966309
	Iteration 15Q: 3 clusters Score -9735291 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -9736381.000000 Penalty: 3684.966309
	Iteration 16Q: 3 clusters Score -9736381 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -9737463.000000 Penalty: 3684.966309
	Iteration 17Q: 3 clusters Score -9737463 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -9738671.000000 Penalty: 3684.966309
	Iteration 18Q: 3 clusters Score -9738671 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -9740012.000000 Penalty: 3684.966309
	Iteration 19Q: 3 clusters Score -9740012 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -9741292.000000 Penalty: 3684.966309
	Iteration 20F: 3 clusters Score -9741292 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -9742716.000000 Penalty: 3684.966309
	Iteration 21Q: 3 clusters Score -9742716 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -9744009.000000 Penalty: 3684.966309
	Iteration 22Q: 3 clusters Score -9744009 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -9745266.000000 Penalty: 3684.966309
	Iteration 23Q: 3 clusters Score -9745266 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -9746259.000000 Penalty: 3684.966309
	Iteration 24Q: 3 clusters Score -9746259 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -9746830.000000 Penalty: 3684.966309
	Iteration 25Q: 3 clusters Score -9746830 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -9747133.000000 Penalty: 3684.966309
	Iteration 26Q: 3 clusters Score -9747133 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -9747268.000000 Penalty: 3684.966309
	Iteration 27Q: 3 clusters Score -9747268 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -9747373.000000 Penalty: 3684.966309
	Iteration 28Q: 3 clusters Score -9747373 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -9747443.000000 Penalty: 3684.966309
	Iteration 29Q: 3 clusters Score -9747443 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -9747478.000000 Penalty: 3684.966309
	Iteration 30Q: 3 clusters Score -9747478 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -9747499.000000 Penalty: 3684.966309
	Iteration 31Q: 3 clusters Score -9747499 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -9747470.000000 Penalty: 3684.966309
	Iteration 32Q: 3 clusters Score -9747470 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -9747471.000000 Penalty: 3684.966309
	Iteration 33Q: 3 clusters Score -9747471 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -9747467.000000 Penalty: 3684.966309
	Iteration 34Q: 3 clusters Score -9747467 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -9747461.000000 Penalty: 3684.966309
	Iteration 35Q: 3 clusters Score -9747461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -9747454.000000 Penalty: 3684.966309
	Iteration 36Q: 3 clusters Score -9747454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -9747466.000000 Penalty: 3684.966309
	Iteration 37Q: 3 clusters Score -9747466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -9747455.000000 Penalty: 3684.966309
	Iteration 38Q: 3 clusters Score -9747455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -9747449.000000 Penalty: 3684.966309
	Iteration 39Q: 3 clusters Score -9747449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -9747461.000000 Penalty: 3684.966309
	Iteration 40F: 3 clusters Score -9747461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -9747463.000000 Penalty: 3684.966309
	Iteration 41Q: 3 clusters Score -9747463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -9747460.000000 Penalty: 3684.966309
	Iteration 42Q: 3 clusters Score -9747460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -9747468.000000 Penalty: 3684.966309
	Iteration 43Q: 3 clusters Score -9747468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -9747463.000000 Penalty: 3684.966309
	Iteration 44Q: 3 clusters Score -9747463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -9747465.000000 Penalty: 3684.966309
	Iteration 45Q: 3 clusters Score -9747465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -9747454.000000 Penalty: 3684.966309
	Iteration 46Q: 3 clusters Score -9747454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -9747458.000000 Penalty: 3684.966309
	Iteration 47Q: 3 clusters Score -9747458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -9747450.000000 Penalty: 3684.966309
	Iteration 48Q: 3 clusters Score -9747450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -9747435.000000 Penalty: 3684.966309
	Iteration 49Q: 3 clusters Score -9747435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -9747439.000000 Penalty: 3684.966309
	Iteration 50Q: 3 clusters Score -9747439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -9747450.000000 Penalty: 3684.966309
	Iteration 51Q: 3 clusters Score -9747450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -9747452.000000 Penalty: 3684.966309
	Iteration 52Q: 3 clusters Score -9747452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -9747453.000000 Penalty: 3684.966309
	Iteration 53Q: 3 clusters Score -9747453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -9747453.000000 Penalty: 3684.966309
	Iteration 54Q: 3 clusters Score -9747453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -9747453.000000 Penalty: 3684.966309
	Iteration 55Q: 3 clusters Score -9747453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -9747450.000000 Penalty: 3684.966309
	Iteration 56Q: 3 clusters Score -9747450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -9747444.000000 Penalty: 3684.966309
	Iteration 57Q: 3 clusters Score -9747444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -9747444.000000 Penalty: 3684.966309
	Iteration 58Q: 3 clusters Score -9747444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -9747440.000000 Penalty: 3684.966309
	Iteration 59Q: 3 clusters Score -9747440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -9747435.000000 Penalty: 3684.966309
	Iteration 60F: 3 clusters Score -9747435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -9747442.000000 Penalty: 3684.966309
	Iteration 61Q: 3 clusters Score -9747442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -9747439.000000 Penalty: 3684.966309
	Iteration 62Q: 3 clusters Score -9747439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -9747434.000000 Penalty: 3684.966309
	Iteration 63Q: 3 clusters Score -9747434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -9747439.000000 Penalty: 3684.966309
	Iteration 64Q: 3 clusters Score -9747439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -9747438.000000 Penalty: 3684.966309
	Iteration 65Q: 3 clusters Score -9747438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -9747438.000000 Penalty: 3684.966309
	Iteration 66F: 3 clusters Score -9747438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -444678.375000 Penalty: 1344.790039
	Iteration 0F: 2 clusters Score -444678.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -441407.531250 Penalty: 2689.580078
	Iteration 0F: 3 clusters Score -441407.5 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -442266.156250 Penalty: 2689.580078
	Iteration 1F: 3 clusters Score -442266.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -442450.781250 Penalty: 2689.580078
	Iteration 2F: 3 clusters Score -442450.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -442555.062500 Penalty: 2689.580078
	Iteration 3Q: 3 clusters Score -442555.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -442631.531250 Penalty: 2689.580078
	Iteration 4Q: 3 clusters Score -442631.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -442715.250000 Penalty: 2689.580078
	Iteration 5Q: 3 clusters Score -442715.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -442806.406250 Penalty: 2689.580078
	Iteration 6Q: 3 clusters Score -442806.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -442899.750000 Penalty: 2689.580078
	Iteration 7Q: 3 clusters Score -442899.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -443002.625000 Penalty: 2689.580078
	Iteration 8Q: 3 clusters Score -443002.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -443094.093750 Penalty: 2689.580078
	Iteration 9Q: 3 clusters Score -443094.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -443167.875000 Penalty: 2689.580078
	Iteration 10Q: 3 clusters Score -443167.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -443237.156250 Penalty: 2689.580078
	Iteration 11Q: 3 clusters Score -443237.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -443285.812500 Penalty: 2689.580078
	Iteration 12Q: 3 clusters Score -443285.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -443315.437500 Penalty: 2689.580078
	Iteration 13Q: 3 clusters Score -443315.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -443333.218750 Penalty: 2689.580078
	Iteration 14Q: 3 clusters Score -443333.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -443353.156250 Penalty: 2689.580078
	Iteration 15Q: 3 clusters Score -443353.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -443367.062500 Penalty: 2689.580078
	Iteration 16Q: 3 clusters Score -443367.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -443378.937500 Penalty: 2689.580078
	Iteration 17Q: 3 clusters Score -443378.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -443393.156250 Penalty: 2689.580078
	Iteration 18Q: 3 clusters Score -443393.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -443407.156250 Penalty: 2689.580078
	Iteration 19Q: 3 clusters Score -443407.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -443416.093750 Penalty: 2689.580078
	Iteration 20F: 3 clusters Score -443416.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -443423.312500 Penalty: 2689.580078
	Iteration 21Q: 3 clusters Score -443423.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -443429.562500 Penalty: 2689.580078
	Iteration 22Q: 3 clusters Score -443429.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -443433.531250 Penalty: 2689.580078
	Iteration 23Q: 3 clusters Score -443433.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -443436.906250 Penalty: 2689.580078
	Iteration 24Q: 3 clusters Score -443436.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -443441.125000 Penalty: 2689.580078
	Iteration 25Q: 3 clusters Score -443441.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -443445.093750 Penalty: 2689.580078
	Iteration 26Q: 3 clusters Score -443445.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -443448.187500 Penalty: 2689.580078
	Iteration 27Q: 3 clusters Score -443448.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -443452.906250 Penalty: 2689.580078
	Iteration 28Q: 3 clusters Score -443452.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -443455.562500 Penalty: 2689.580078
	Iteration 29Q: 3 clusters Score -443455.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -443460.000000 Penalty: 2689.580078
	Iteration 30Q: 3 clusters Score -443460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -443463.906250 Penalty: 2689.580078
	Iteration 31Q: 3 clusters Score -443463.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -443467.062500 Penalty: 2689.580078
	Iteration 32Q: 3 clusters Score -443467.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -443467.250000 Penalty: 2689.580078
	Iteration 33Q: 3 clusters Score -443467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -443467.437500 Penalty: 2689.580078
	Iteration 34Q: 3 clusters Score -443467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -443468.031250 Penalty: 2689.580078
	Iteration 35Q: 3 clusters Score -443468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -443468.031250 Penalty: 2689.580078
	Iteration 36F: 3 clusters Score -443468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (176014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176014 members 
Entering Unmasked Estep 
Score: -19937750.000000 Penalty: 1962.726807
	Iteration 0F: 2 clusters Score -1.993775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87943 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -19831426.000000 Penalty: 3925.453613
	Iteration 0F: 3 clusters Score -1.983143e+07 nChanged 85047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85334 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -19881590.000000 Penalty: 3925.453613
	Iteration 1F: 3 clusters Score -1.988159e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 91990 members 
Entering Unmasked Estep 
Score: -19882210.000000 Penalty: 3925.453613
	Iteration 2Q: 3 clusters Score -1.988221e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 93925 members 
Entering Unmasked Estep 
Score: -19882944.000000 Penalty: 3925.453613
	Iteration 3Q: 3 clusters Score -1.988294e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 96814 members 
Entering Unmasked Estep 
Score: -19883892.000000 Penalty: 3925.453613
	Iteration 4Q: 3 clusters Score -1.988389e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74982 members 
Mstep: Class 2 contains 101032 members 
Entering Unmasked Estep 
Score: -19885348.000000 Penalty: 3925.453613
	Iteration 5Q: 3 clusters Score -1.988535e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 107149 members 
Entering Unmasked Estep 
Score: -19888140.000000 Penalty: 3925.453613
	Iteration 6Q: 3 clusters Score -1.988814e+07 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 115709 members 
Entering Unmasked Estep 
Score: -19893162.000000 Penalty: 3925.453613
	Iteration 7F: 3 clusters Score -1.989316e+07 nChanged 11463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 126112 members 
Entering Unmasked Estep 
Score: -19900474.000000 Penalty: 3925.453613
	Iteration 8F: 3 clusters Score -1.990047e+07 nChanged 12110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 137258 members 
Entering Unmasked Estep 
Score: -19910364.000000 Penalty: 3925.453613
	Iteration 9F: 3 clusters Score -1.991036e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 146746 members 
Entering Unmasked Estep 
Score: -19919834.000000 Penalty: 3925.453613
	Iteration 10F: 3 clusters Score -1.991983e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 153660 members 
Entering Unmasked Estep 
Score: -19927310.000000 Penalty: 3925.453613
	Iteration 11Q: 3 clusters Score -1.992731e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 159359 members 
Entering Unmasked Estep 
Score: -19931596.000000 Penalty: 3925.453613
	Iteration 12Q: 3 clusters Score -1.99316e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 163982 members 
Entering Unmasked Estep 
Score: -19933690.000000 Penalty: 3925.453613
	Iteration 13Q: 3 clusters Score -1.993369e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 167744 members 
Entering Unmasked Estep 
Score: -19934546.000000 Penalty: 3925.453613
	Iteration 14Q: 3 clusters Score -1.993455e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 170658 members 
Entering Unmasked Estep 
Score: -19935266.000000 Penalty: 3925.453613
	Iteration 15Q: 3 clusters Score -1.993527e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 172745 members 
Entering Unmasked Estep 
Score: -19935628.000000 Penalty: 3925.453613
	Iteration 16Q: 3 clusters Score -1.993563e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 174080 members 
Entering Unmasked Estep 
Score: -19935932.000000 Penalty: 3925.453613
	Iteration 17Q: 3 clusters Score -1.993593e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 174852 members 
Entering Unmasked Estep 
Score: -19935982.000000 Penalty: 3925.453613
	Iteration 18Q: 3 clusters Score -1.993598e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 175246 members 
Entering Unmasked Estep 
Score: -19936008.000000 Penalty: 3925.453613
	Iteration 19Q: 3 clusters Score -1.993601e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 175442 members 
Entering Unmasked Estep 
Score: -19936048.000000 Penalty: 3925.453613
	Iteration 20F: 3 clusters Score -1.993605e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 175543 members 
Entering Unmasked Estep 
Score: -19936068.000000 Penalty: 3925.453613
	Iteration 21Q: 3 clusters Score -1.993607e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 175590 members 
Entering Unmasked Estep 
Score: -19936070.000000 Penalty: 3925.453613
	Iteration 22Q: 3 clusters Score -1.993607e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 175622 members 
Entering Unmasked Estep 
Score: -19936080.000000 Penalty: 3925.453613
	Iteration 23Q: 3 clusters Score -1.993608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 175642 members 
Entering Unmasked Estep 
Score: -19936094.000000 Penalty: 3925.453613
	Iteration 24Q: 3 clusters Score -1.993609e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 175655 members 
Entering Unmasked Estep 
Score: -19936110.000000 Penalty: 3925.453613
	Iteration 25Q: 3 clusters Score -1.993611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 175663 members 
Entering Unmasked Estep 
Score: -19936096.000000 Penalty: 3925.453613
	Iteration 26Q: 3 clusters Score -1.99361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 175672 members 
Entering Unmasked Estep 
Score: -19936102.000000 Penalty: 3925.453613
	Iteration 27Q: 3 clusters Score -1.99361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 175675 members 
Entering Unmasked Estep 
Score: -19936124.000000 Penalty: 3925.453613
	Iteration 28Q: 3 clusters Score -1.993612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 175681 members 
Entering Unmasked Estep 
Score: -19936120.000000 Penalty: 3925.453613
	Iteration 29Q: 3 clusters Score -1.993612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 175688 members 
Entering Unmasked Estep 
Score: -19936128.000000 Penalty: 3925.453613
	Iteration 30Q: 3 clusters Score -1.993613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 175698 members 
Entering Unmasked Estep 
Score: -19936138.000000 Penalty: 3925.453613
	Iteration 31Q: 3 clusters Score -1.993614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 175707 members 
Entering Unmasked Estep 
Score: -19936140.000000 Penalty: 3925.453613
	Iteration 32Q: 3 clusters Score -1.993614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 175712 members 
Entering Unmasked Estep 
Score: -19936152.000000 Penalty: 3925.453613
	Iteration 33Q: 3 clusters Score -1.993615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 175716 members 
Entering Unmasked Estep 
Score: -19936156.000000 Penalty: 3925.453613
	Iteration 34Q: 3 clusters Score -1.993616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 175722 members 
Entering Unmasked Estep 
Score: -19936154.000000 Penalty: 3925.453613
	Iteration 35Q: 3 clusters Score -1.993615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 175720 members 
Entering Unmasked Estep 
Score: -19936166.000000 Penalty: 3925.453613
	Iteration 36Q: 3 clusters Score -1.993617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 175720 members 
Entering Unmasked Estep 
Score: -19936166.000000 Penalty: 3925.453613
	Iteration 37F: 3 clusters Score -1.993617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Entering Unmasked Estep 
Score: -5549112.500000 Penalty: 1752.901978
	Iteration 0F: 2 clusters Score -5549112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -5516748.000000 Penalty: 3505.803955
	Iteration 0F: 3 clusters Score -5516748 nChanged 22482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -5529499.500000 Penalty: 3505.803955
	Iteration 1F: 3 clusters Score -5529500 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -5529992.000000 Penalty: 3505.803955
	Iteration 2Q: 3 clusters Score -5529992 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -5530503.500000 Penalty: 3505.803955
	Iteration 3Q: 3 clusters Score -5530504 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -5531174.000000 Penalty: 3505.803955
	Iteration 4Q: 3 clusters Score -5531174 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -5532028.000000 Penalty: 3505.803955
	Iteration 5Q: 3 clusters Score -5532028 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -5533353.500000 Penalty: 3505.803955
	Iteration 6F: 3 clusters Score -5533354 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -5535408.000000 Penalty: 3505.803955
	Iteration 7F: 3 clusters Score -5535408 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -5538137.500000 Penalty: 3505.803955
	Iteration 8F: 3 clusters Score -5538138 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -5541450.500000 Penalty: 3505.803955
	Iteration 9F: 3 clusters Score -5541450 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -5544352.000000 Penalty: 3505.803955
	Iteration 10F: 3 clusters Score -5544352 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -5546209.500000 Penalty: 3505.803955
	Iteration 11Q: 3 clusters Score -5546210 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -5547006.000000 Penalty: 3505.803955
	Iteration 12Q: 3 clusters Score -5547006 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -5547390.500000 Penalty: 3505.803955
	Iteration 13Q: 3 clusters Score -5547390 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -5547611.000000 Penalty: 3505.803955
	Iteration 14Q: 3 clusters Score -5547611 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -5547703.000000 Penalty: 3505.803955
	Iteration 15Q: 3 clusters Score -5547703 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -5547786.000000 Penalty: 3505.803955
	Iteration 16Q: 3 clusters Score -5547786 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -5547839.500000 Penalty: 3505.803955
	Iteration 17Q: 3 clusters Score -5547840 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -5547848.000000 Penalty: 3505.803955
	Iteration 18Q: 3 clusters Score -5547848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -5547864.500000 Penalty: 3505.803955
	Iteration 19Q: 3 clusters Score -5547864 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -5547877.000000 Penalty: 3505.803955
	Iteration 20F: 3 clusters Score -5547877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -5547903.500000 Penalty: 3505.803955
	Iteration 21Q: 3 clusters Score -5547904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -5547916.500000 Penalty: 3505.803955
	Iteration 22Q: 3 clusters Score -5547916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -5547927.000000 Penalty: 3505.803955
	Iteration 23Q: 3 clusters Score -5547927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -5547933.500000 Penalty: 3505.803955
	Iteration 24Q: 3 clusters Score -5547934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -5547946.500000 Penalty: 3505.803955
	Iteration 25Q: 3 clusters Score -5547946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -5547948.000000 Penalty: 3505.803955
	Iteration 26Q: 3 clusters Score -5547948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -5547949.500000 Penalty: 3505.803955
	Iteration 27Q: 3 clusters Score -5547950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -5547951.500000 Penalty: 3505.803955
	Iteration 28Q: 3 clusters Score -5547952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -5547953.500000 Penalty: 3505.803955
	Iteration 29Q: 3 clusters Score -5547954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -5547958.000000 Penalty: 3505.803955
	Iteration 30Q: 3 clusters Score -5547958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -5547959.000000 Penalty: 3505.803955
	Iteration 31Q: 3 clusters Score -5547959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -5547960.000000 Penalty: 3505.803955
	Iteration 32Q: 3 clusters Score -5547960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -5547958.500000 Penalty: 3505.803955
	Iteration 33Q: 3 clusters Score -5547958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -5547960.500000 Penalty: 3505.803955
	Iteration 34Q: 3 clusters Score -5547960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -5547958.000000 Penalty: 3505.803955
	Iteration 35Q: 3 clusters Score -5547958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -5547958.000000 Penalty: 3505.803955
	Iteration 36F: 3 clusters Score -5547958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -46238.589844 Penalty: 1004.924194
	Iteration 0F: 2 clusters Score -46238.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45350.742188 Penalty: 2009.848389
	Iteration 0F: 3 clusters Score -45350.74 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45643.957031 Penalty: 2009.848389
	Iteration 1F: 3 clusters Score -45643.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45776.214844 Penalty: 2009.848389
	Iteration 2F: 3 clusters Score -45776.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45893.070312 Penalty: 2009.848389
	Iteration 3F: 3 clusters Score -45893.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46049.207031 Penalty: 2009.848389
	Iteration 4F: 3 clusters Score -46049.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46153.171875 Penalty: 2009.848389
	Iteration 5Q: 3 clusters Score -46153.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46245.343750 Penalty: 2009.848389
	Iteration 6Q: 3 clusters Score -46245.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46268.878906 Penalty: 2009.848389
	Iteration 7Q: 3 clusters Score -46268.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46286.027344 Penalty: 2009.848389
	Iteration 8Q: 3 clusters Score -46286.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46304.796875 Penalty: 2009.848389
	Iteration 9Q: 3 clusters Score -46304.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46318.542969 Penalty: 2009.848389
	Iteration 10Q: 3 clusters Score -46318.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46328.597656 Penalty: 2009.848389
	Iteration 11Q: 3 clusters Score -46328.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46378.308594 Penalty: 2009.848389
	Iteration 12Q: 3 clusters Score -46378.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46389.628906 Penalty: 2009.848389
	Iteration 13Q: 3 clusters Score -46389.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46394.546875 Penalty: 2009.848389
	Iteration 14Q: 3 clusters Score -46394.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46394.546875 Penalty: 2009.848389
	Iteration 15F: 3 clusters Score -46394.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 86008 members 
Mstep: Class 3 contains 12962 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83982 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78934 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Mstep: Class 24 contains 255 members 
Entering Unmasked Estep 
Score: -102099080.000000 Penalty: 53515.957031
Splitting cluster 10 changes total score from -102100168.000000 to -102099080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (95052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95052 members 
Entering Unmasked Estep 
Score: -10953719.000000 Penalty: 1862.604126
	Iteration 0F: 2 clusters Score -1.095372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -10891988.000000 Penalty: 3725.208252
	Iteration 0F: 3 clusters Score -1.089199e+07 nChanged 45298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -10918074.000000 Penalty: 3725.208252
	Iteration 1F: 3 clusters Score -1.091807e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -10919297.000000 Penalty: 3725.208252
	Iteration 2Q: 3 clusters Score -1.09193e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -10921212.000000 Penalty: 3725.208252
	Iteration 3Q: 3 clusters Score -1.092121e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -10924588.000000 Penalty: 3725.208252
	Iteration 4F: 3 clusters Score -1.092459e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -10929593.000000 Penalty: 3725.208252
	Iteration 5F: 3 clusters Score -1.092959e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -10936118.000000 Penalty: 3725.208252
	Iteration 6F: 3 clusters Score -1.093612e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 81376 members 
Entering Unmasked Estep 
Score: -10942431.000000 Penalty: 3725.208252
	Iteration 7F: 3 clusters Score -1.094243e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 86612 members 
Entering Unmasked Estep 
Score: -10947139.000000 Penalty: 3725.208252
	Iteration 8F: 3 clusters Score -1.094714e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -10949862.000000 Penalty: 3725.208252
	Iteration 9Q: 3 clusters Score -1.094986e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -10951287.000000 Penalty: 3725.208252
	Iteration 10Q: 3 clusters Score -1.095129e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 91809 members 
Entering Unmasked Estep 
Score: -10952158.000000 Penalty: 3725.208252
	Iteration 11Q: 3 clusters Score -1.095216e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 92243 members 
Entering Unmasked Estep 
Score: -10952517.000000 Penalty: 3725.208252
	Iteration 12Q: 3 clusters Score -1.095252e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -10952660.000000 Penalty: 3725.208252
	Iteration 13Q: 3 clusters Score -1.095266e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 92729 members 
Entering Unmasked Estep 
Score: -10952745.000000 Penalty: 3725.208252
	Iteration 14Q: 3 clusters Score -1.095274e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 92871 members 
Entering Unmasked Estep 
Score: -10952775.000000 Penalty: 3725.208252
	Iteration 15Q: 3 clusters Score -1.095278e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 92981 members 
Entering Unmasked Estep 
Score: -10952803.000000 Penalty: 3725.208252
	Iteration 16Q: 3 clusters Score -1.09528e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -10952834.000000 Penalty: 3725.208252
	Iteration 17Q: 3 clusters Score -1.095283e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -10952835.000000 Penalty: 3725.208252
	Iteration 18Q: 3 clusters Score -1.095284e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 93227 members 
Entering Unmasked Estep 
Score: -10952846.000000 Penalty: 3725.208252
	Iteration 19Q: 3 clusters Score -1.095285e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 93293 members 
Entering Unmasked Estep 
Score: -10952859.000000 Penalty: 3725.208252
	Iteration 20F: 3 clusters Score -1.095286e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 93345 members 
Entering Unmasked Estep 
Score: -10952849.000000 Penalty: 3725.208252
	Iteration 21Q: 3 clusters Score -1.095285e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 93382 members 
Entering Unmasked Estep 
Score: -10952856.000000 Penalty: 3725.208252
	Iteration 22Q: 3 clusters Score -1.095286e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 93411 members 
Entering Unmasked Estep 
Score: -10952849.000000 Penalty: 3725.208252
	Iteration 23Q: 3 clusters Score -1.095285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 93431 members 
Entering Unmasked Estep 
Score: -10952839.000000 Penalty: 3725.208252
	Iteration 24Q: 3 clusters Score -1.095284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -10952835.000000 Penalty: 3725.208252
	Iteration 25Q: 3 clusters Score -1.095284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 93473 members 
Entering Unmasked Estep 
Score: -10952839.000000 Penalty: 3725.208252
	Iteration 26Q: 3 clusters Score -1.095284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 93489 members 
Entering Unmasked Estep 
Score: -10952843.000000 Penalty: 3725.208252
	Iteration 27Q: 3 clusters Score -1.095284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -10952849.000000 Penalty: 3725.208252
	Iteration 28Q: 3 clusters Score -1.095285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -10952865.000000 Penalty: 3725.208252
	Iteration 29Q: 3 clusters Score -1.095286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -10952856.000000 Penalty: 3725.208252
	Iteration 30Q: 3 clusters Score -1.095286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
Score: -10952855.000000 Penalty: 3725.208252
	Iteration 31Q: 3 clusters Score -1.095286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -10952868.000000 Penalty: 3725.208252
	Iteration 32Q: 3 clusters Score -1.095287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -10952874.000000 Penalty: 3725.208252
	Iteration 33Q: 3 clusters Score -1.095287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 93555 members 
Entering Unmasked Estep 
Score: -10952874.000000 Penalty: 3725.208252
	Iteration 34Q: 3 clusters Score -1.095287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 93560 members 
Entering Unmasked Estep 
Score: -10952872.000000 Penalty: 3725.208252
	Iteration 35Q: 3 clusters Score -1.095287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 93564 members 
Entering Unmasked Estep 
Score: -10952875.000000 Penalty: 3725.208252
	Iteration 36Q: 3 clusters Score -1.095288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -10952874.000000 Penalty: 3725.208252
	Iteration 37Q: 3 clusters Score -1.095287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -10952882.000000 Penalty: 3725.208252
	Iteration 38Q: 3 clusters Score -1.095288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 93571 members 
Entering Unmasked Estep 
Score: -10952877.000000 Penalty: 3725.208252
	Iteration 39Q: 3 clusters Score -1.095288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 93572 members 
Entering Unmasked Estep 
Score: -10952882.000000 Penalty: 3725.208252
	Iteration 40F: 3 clusters Score -1.095288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 93573 members 
Entering Unmasked Estep 
Score: -10952875.000000 Penalty: 3725.208252
	Iteration 41Q: 3 clusters Score -1.095288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 93573 members 
Entering Unmasked Estep 
Score: -10952875.000000 Penalty: 3725.208252
	Iteration 42F: 3 clusters Score -1.095288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (78934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Entering Unmasked Estep 
Score: -9225094.000000 Penalty: 1832.409668
	Iteration 0F: 2 clusters Score -9225094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -9172481.000000 Penalty: 3664.819336
	Iteration 0F: 3 clusters Score -9172481 nChanged 37406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -9194125.000000 Penalty: 3664.819336
	Iteration 1F: 3 clusters Score -9194125 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -9194729.000000 Penalty: 3664.819336
	Iteration 2Q: 3 clusters Score -9194729 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -9195453.000000 Penalty: 3664.819336
	Iteration 3Q: 3 clusters Score -9195453 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -9196710.000000 Penalty: 3664.819336
	Iteration 4Q: 3 clusters Score -9196710 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -9198475.000000 Penalty: 3664.819336
	Iteration 5F: 3 clusters Score -9198475 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -9201560.000000 Penalty: 3664.819336
	Iteration 6F: 3 clusters Score -9201560 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -9206496.000000 Penalty: 3664.819336
	Iteration 7F: 3 clusters Score -9206496 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -9212769.000000 Penalty: 3664.819336
	Iteration 8F: 3 clusters Score -9212769 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -9218548.000000 Penalty: 3664.819336
	Iteration 9F: 3 clusters Score -9218548 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -9221784.000000 Penalty: 3664.819336
	Iteration 10Q: 3 clusters Score -9221784 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -9222981.000000 Penalty: 3664.819336
	Iteration 11Q: 3 clusters Score -9222981 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -9223277.000000 Penalty: 3664.819336
	Iteration 12Q: 3 clusters Score -9223277 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -9223357.000000 Penalty: 3664.819336
	Iteration 13Q: 3 clusters Score -9223357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -9223381.000000 Penalty: 3664.819336
	Iteration 14Q: 3 clusters Score -9223381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -9223398.000000 Penalty: 3664.819336
	Iteration 15Q: 3 clusters Score -9223398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -9223410.000000 Penalty: 3664.819336
	Iteration 16Q: 3 clusters Score -9223410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -9223406.000000 Penalty: 3664.819336
	Iteration 17Q: 3 clusters Score -9223406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -9223406.000000 Penalty: 3664.819336
	Iteration 18F: 3 clusters Score -9223406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -366377.843750 Penalty: 1308.963135
	Iteration 0F: 2 clusters Score -366377.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -363535.093750 Penalty: 2617.926270
	Iteration 0F: 3 clusters Score -363535.1 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -364182.531250 Penalty: 2617.926270
	Iteration 1F: 3 clusters Score -364182.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -364325.968750 Penalty: 2617.926270
	Iteration 2F: 3 clusters Score -364326 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -364412.937500 Penalty: 2617.926270
	Iteration 3Q: 3 clusters Score -364412.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -364483.687500 Penalty: 2617.926270
	Iteration 4Q: 3 clusters Score -364483.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -364545.343750 Penalty: 2617.926270
	Iteration 5Q: 3 clusters Score -364545.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -364608.281250 Penalty: 2617.926270
	Iteration 6Q: 3 clusters Score -364608.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -364658.656250 Penalty: 2617.926270
	Iteration 7Q: 3 clusters Score -364658.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -364706.875000 Penalty: 2617.926270
	Iteration 8Q: 3 clusters Score -364706.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -364751.750000 Penalty: 2617.926270
	Iteration 9Q: 3 clusters Score -364751.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -364795.937500 Penalty: 2617.926270
	Iteration 10Q: 3 clusters Score -364795.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -364854.062500 Penalty: 2617.926270
	Iteration 11Q: 3 clusters Score -364854.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -364908.187500 Penalty: 2617.926270
	Iteration 12Q: 3 clusters Score -364908.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -364953.562500 Penalty: 2617.926270
	Iteration 13Q: 3 clusters Score -364953.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -364993.906250 Penalty: 2617.926270
	Iteration 14Q: 3 clusters Score -364993.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -365034.343750 Penalty: 2617.926270
	Iteration 15Q: 3 clusters Score -365034.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -365071.343750 Penalty: 2617.926270
	Iteration 16Q: 3 clusters Score -365071.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -365112.093750 Penalty: 2617.926270
	Iteration 17Q: 3 clusters Score -365112.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -365150.687500 Penalty: 2617.926270
	Iteration 18Q: 3 clusters Score -365150.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -365189.031250 Penalty: 2617.926270
	Iteration 19Q: 3 clusters Score -365189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -365214.968750 Penalty: 2617.926270
	Iteration 20F: 3 clusters Score -365215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -365239.406250 Penalty: 2617.926270
	Iteration 21Q: 3 clusters Score -365239.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -365254.500000 Penalty: 2617.926270
	Iteration 22Q: 3 clusters Score -365254.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -365267.312500 Penalty: 2617.926270
	Iteration 23Q: 3 clusters Score -365267.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -365273.968750 Penalty: 2617.926270
	Iteration 24Q: 3 clusters Score -365274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -365283.000000 Penalty: 2617.926270
	Iteration 25Q: 3 clusters Score -365283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -365291.812500 Penalty: 2617.926270
	Iteration 26Q: 3 clusters Score -365291.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -365299.687500 Penalty: 2617.926270
	Iteration 27Q: 3 clusters Score -365299.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -365304.812500 Penalty: 2617.926270
	Iteration 28Q: 3 clusters Score -365304.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -365310.375000 Penalty: 2617.926270
	Iteration 29Q: 3 clusters Score -365310.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -365315.218750 Penalty: 2617.926270
	Iteration 30Q: 3 clusters Score -365315.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -365319.531250 Penalty: 2617.926270
	Iteration 31Q: 3 clusters Score -365319.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -365322.125000 Penalty: 2617.926270
	Iteration 32Q: 3 clusters Score -365322.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -365327.218750 Penalty: 2617.926270
	Iteration 33Q: 3 clusters Score -365327.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -365329.468750 Penalty: 2617.926270
	Iteration 34Q: 3 clusters Score -365329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -365329.468750 Penalty: 2617.926270
	Iteration 35F: 3 clusters Score -365329.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -469182.312500 Penalty: 1359.194702
	Iteration 0F: 2 clusters Score -469182.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -465650.500000 Penalty: 2718.389404
	Iteration 0F: 3 clusters Score -465650.5 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -466533.656250 Penalty: 2718.389404
	Iteration 1F: 3 clusters Score -466533.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -466709.031250 Penalty: 2718.389404
	Iteration 2F: 3 clusters Score -466709 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -466837.375000 Penalty: 2718.389404
	Iteration 3F: 3 clusters Score -466837.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -466973.125000 Penalty: 2718.389404
	Iteration 4Q: 3 clusters Score -466973.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -467103.937500 Penalty: 2718.389404
	Iteration 5Q: 3 clusters Score -467103.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -467251.593750 Penalty: 2718.389404
	Iteration 6Q: 3 clusters Score -467251.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -467407.968750 Penalty: 2718.389404
	Iteration 7Q: 3 clusters Score -467408 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -467568.375000 Penalty: 2718.389404
	Iteration 8Q: 3 clusters Score -467568.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -467741.375000 Penalty: 2718.389404
	Iteration 9Q: 3 clusters Score -467741.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -467943.062500 Penalty: 2718.389404
	Iteration 10Q: 3 clusters Score -467943.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -468100.656250 Penalty: 2718.389404
	Iteration 11Q: 3 clusters Score -468100.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -468206.468750 Penalty: 2718.389404
	Iteration 12Q: 3 clusters Score -468206.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -468292.968750 Penalty: 2718.389404
	Iteration 13Q: 3 clusters Score -468293 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -468371.718750 Penalty: 2718.389404
	Iteration 14Q: 3 clusters Score -468371.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -468418.093750 Penalty: 2718.389404
	Iteration 15Q: 3 clusters Score -468418.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -468445.937500 Penalty: 2718.389404
	Iteration 16Q: 3 clusters Score -468445.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -468468.812500 Penalty: 2718.389404
	Iteration 17Q: 3 clusters Score -468468.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -468497.312500 Penalty: 2718.389404
	Iteration 18Q: 3 clusters Score -468497.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -468513.187500 Penalty: 2718.389404
	Iteration 19Q: 3 clusters Score -468513.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -468523.031250 Penalty: 2718.389404
	Iteration 20F: 3 clusters Score -468523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -468532.187500 Penalty: 2718.389404
	Iteration 21Q: 3 clusters Score -468532.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -468536.875000 Penalty: 2718.389404
	Iteration 22Q: 3 clusters Score -468536.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -468541.250000 Penalty: 2718.389404
	Iteration 23Q: 3 clusters Score -468541.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -468546.750000 Penalty: 2718.389404
	Iteration 24Q: 3 clusters Score -468546.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -468555.875000 Penalty: 2718.389404
	Iteration 25Q: 3 clusters Score -468555.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -468566.406250 Penalty: 2718.389404
	Iteration 26Q: 3 clusters Score -468566.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -468587.187500 Penalty: 2718.389404
	Iteration 27Q: 3 clusters Score -468587.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -468634.750000 Penalty: 2718.389404
	Iteration 28Q: 3 clusters Score -468634.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -468678.343750 Penalty: 2718.389404
	Iteration 29Q: 3 clusters Score -468678.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -468706.750000 Penalty: 2718.389404
	Iteration 30Q: 3 clusters Score -468706.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -468717.906250 Penalty: 2718.389404
	Iteration 31Q: 3 clusters Score -468717.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -468726.687500 Penalty: 2718.389404
	Iteration 32Q: 3 clusters Score -468726.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -468730.843750 Penalty: 2718.389404
	Iteration 33Q: 3 clusters Score -468730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -468732.875000 Penalty: 2718.389404
	Iteration 34Q: 3 clusters Score -468732.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -468736.062500 Penalty: 2718.389404
	Iteration 35Q: 3 clusters Score -468736.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -468740.468750 Penalty: 2718.389404
	Iteration 36Q: 3 clusters Score -468740.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -468742.750000 Penalty: 2718.389404
	Iteration 37Q: 3 clusters Score -468742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -468743.218750 Penalty: 2718.389404
	Iteration 38Q: 3 clusters Score -468743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -468745.468750 Penalty: 2718.389404
	Iteration 39Q: 3 clusters Score -468745.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -468747.437500 Penalty: 2718.389404
	Iteration 40F: 3 clusters Score -468747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -468748.406250 Penalty: 2718.389404
	Iteration 41Q: 3 clusters Score -468748.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -468748.031250 Penalty: 2718.389404
	Iteration 42Q: 3 clusters Score -468748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -468748.156250 Penalty: 2718.389404
	Iteration 43Q: 3 clusters Score -468748.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -468748.156250 Penalty: 2718.389404
	Iteration 44F: 3 clusters Score -468748.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Entering Unmasked Estep 
Score: -3083674.000000 Penalty: 1657.020996
	Iteration 0F: 2 clusters Score -3083674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3065460.750000 Penalty: 3314.041992
	Iteration 0F: 3 clusters Score -3065461 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3072307.250000 Penalty: 3314.041992
	Iteration 1F: 3 clusters Score -3072307 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3072679.500000 Penalty: 3314.041992
	Iteration 2Q: 3 clusters Score -3072680 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -3073088.000000 Penalty: 3314.041992
	Iteration 3Q: 3 clusters Score -3073088 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3073614.000000 Penalty: 3314.041992
	Iteration 4Q: 3 clusters Score -3073614 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3074265.250000 Penalty: 3314.041992
	Iteration 5Q: 3 clusters Score -3074265 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -3075076.750000 Penalty: 3314.041992
	Iteration 6F: 3 clusters Score -3075077 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -3076057.000000 Penalty: 3314.041992
	Iteration 7F: 3 clusters Score -3076057 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3077126.250000 Penalty: 3314.041992
	Iteration 8F: 3 clusters Score -3077126 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3078197.250000 Penalty: 3314.041992
	Iteration 9F: 3 clusters Score -3078197 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3079141.000000 Penalty: 3314.041992
	Iteration 10Q: 3 clusters Score -3079141 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3079802.000000 Penalty: 3314.041992
	Iteration 11Q: 3 clusters Score -3079802 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3080259.250000 Penalty: 3314.041992
	Iteration 12Q: 3 clusters Score -3080259 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3080618.250000 Penalty: 3314.041992
	Iteration 13Q: 3 clusters Score -3080618 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3080864.000000 Penalty: 3314.041992
	Iteration 14Q: 3 clusters Score -3080864 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3081068.500000 Penalty: 3314.041992
	Iteration 15Q: 3 clusters Score -3081068 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3081241.500000 Penalty: 3314.041992
	Iteration 16Q: 3 clusters Score -3081242 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -3081404.000000 Penalty: 3314.041992
	Iteration 17Q: 3 clusters Score -3081404 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3081549.750000 Penalty: 3314.041992
	Iteration 18Q: 3 clusters Score -3081550 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3081671.750000 Penalty: 3314.041992
	Iteration 19Q: 3 clusters Score -3081672 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3081804.250000 Penalty: 3314.041992
	Iteration 20F: 3 clusters Score -3081804 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3081888.250000 Penalty: 3314.041992
	Iteration 21Q: 3 clusters Score -3081888 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -3081955.500000 Penalty: 3314.041992
	Iteration 22Q: 3 clusters Score -3081956 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3082020.000000 Penalty: 3314.041992
	Iteration 23Q: 3 clusters Score -3082020 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -3082075.750000 Penalty: 3314.041992
	Iteration 24Q: 3 clusters Score -3082076 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3082120.500000 Penalty: 3314.041992
	Iteration 25Q: 3 clusters Score -3082120 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -3082176.250000 Penalty: 3314.041992
	Iteration 26Q: 3 clusters Score -3082176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -3082221.250000 Penalty: 3314.041992
	Iteration 27Q: 3 clusters Score -3082221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -3082247.750000 Penalty: 3314.041992
	Iteration 28Q: 3 clusters Score -3082248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -3082264.250000 Penalty: 3314.041992
	Iteration 29Q: 3 clusters Score -3082264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3082277.500000 Penalty: 3314.041992
	Iteration 30Q: 3 clusters Score -3082278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -3082287.250000 Penalty: 3314.041992
	Iteration 31Q: 3 clusters Score -3082287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -3082311.250000 Penalty: 3314.041992
	Iteration 32Q: 3 clusters Score -3082311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3082313.750000 Penalty: 3314.041992
	Iteration 33Q: 3 clusters Score -3082314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3082321.000000 Penalty: 3314.041992
	Iteration 34Q: 3 clusters Score -3082321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3082320.500000 Penalty: 3314.041992
	Iteration 35Q: 3 clusters Score -3082320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3082324.750000 Penalty: 3314.041992
	Iteration 36Q: 3 clusters Score -3082325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3082329.250000 Penalty: 3314.041992
	Iteration 37Q: 3 clusters Score -3082329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3082334.250000 Penalty: 3314.041992
	Iteration 38Q: 3 clusters Score -3082334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -3082336.750000 Penalty: 3314.041992
	Iteration 39Q: 3 clusters Score -3082337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3082334.250000 Penalty: 3314.041992
	Iteration 40F: 3 clusters Score -3082334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3082342.750000 Penalty: 3314.041992
	Iteration 41Q: 3 clusters Score -3082343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3082347.250000 Penalty: 3314.041992
	Iteration 42Q: 3 clusters Score -3082347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3082351.500000 Penalty: 3314.041992
	Iteration 43Q: 3 clusters Score -3082352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -3082356.000000 Penalty: 3314.041992
	Iteration 44Q: 3 clusters Score -3082356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3082365.250000 Penalty: 3314.041992
	Iteration 45Q: 3 clusters Score -3082365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3082367.250000 Penalty: 3314.041992
	Iteration 46Q: 3 clusters Score -3082367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3082373.750000 Penalty: 3314.041992
	Iteration 47Q: 3 clusters Score -3082374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3082375.750000 Penalty: 3314.041992
	Iteration 48Q: 3 clusters Score -3082376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3082376.250000 Penalty: 3314.041992
	Iteration 49Q: 3 clusters Score -3082376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3082377.000000 Penalty: 3314.041992
	Iteration 50Q: 3 clusters Score -3082377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3082376.750000 Penalty: 3314.041992
	Iteration 51Q: 3 clusters Score -3082377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3082378.500000 Penalty: 3314.041992
	Iteration 52Q: 3 clusters Score -3082378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3082380.250000 Penalty: 3314.041992
	Iteration 53Q: 3 clusters Score -3082380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3082383.250000 Penalty: 3314.041992
	Iteration 54Q: 3 clusters Score -3082383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3082382.000000 Penalty: 3314.041992
	Iteration 55Q: 3 clusters Score -3082382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3082380.250000 Penalty: 3314.041992
	Iteration 56Q: 3 clusters Score -3082380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3082382.500000 Penalty: 3314.041992
	Iteration 57Q: 3 clusters Score -3082382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3082382.500000 Penalty: 3314.041992
	Iteration 58F: 3 clusters Score -3082382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -87348.257812 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -87348.26 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 430 members 
Entering Unmasked Estep 
Score: -86007.828125 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -86007.83 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86250.562500 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -86250.56 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -86330.507812 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -86330.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -86354.164062 Penalty: 2191.436279
	Iteration 3Q: 3 clusters Score -86354.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -86364.375000 Penalty: 2191.436279
	Iteration 4Q: 3 clusters Score -86364.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -86366.101562 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -86366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86367.703125 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -86367.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -86368.726562 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -86368.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86369.914062 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -86369.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -86372.914062 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -86372.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -86374.523438 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -86374.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -86375.382812 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -86375.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -86376.703125 Penalty: 2191.436279
	Iteration 12Q: 3 clusters Score -86376.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -86377.570312 Penalty: 2191.436279
	Iteration 13Q: 3 clusters Score -86377.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -86377.570312 Penalty: 2191.436279
	Iteration 14F: 3 clusters Score -86377.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Entering Unmasked Estep 
Score: -4507567.500000 Penalty: 1724.496582
	Iteration 0F: 2 clusters Score -4507568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -4480311.500000 Penalty: 3448.993164
	Iteration 0F: 3 clusters Score -4480312 nChanged 18849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4490938.500000 Penalty: 3448.993164
	Iteration 1F: 3 clusters Score -4490938 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -4491306.000000 Penalty: 3448.993164
	Iteration 2Q: 3 clusters Score -4491306 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -4491706.500000 Penalty: 3448.993164
	Iteration 3Q: 3 clusters Score -4491706 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -4492178.000000 Penalty: 3448.993164
	Iteration 4Q: 3 clusters Score -4492178 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -4492817.500000 Penalty: 3448.993164
	Iteration 5Q: 3 clusters Score -4492818 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -4493865.500000 Penalty: 3448.993164
	Iteration 6F: 3 clusters Score -4493866 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -4495593.000000 Penalty: 3448.993164
	Iteration 7F: 3 clusters Score -4495593 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -4498063.000000 Penalty: 3448.993164
	Iteration 8F: 3 clusters Score -4498063 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -4500976.000000 Penalty: 3448.993164
	Iteration 9F: 3 clusters Score -4500976 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -4503567.000000 Penalty: 3448.993164
	Iteration 10F: 3 clusters Score -4503567 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -4505046.500000 Penalty: 3448.993164
	Iteration 11Q: 3 clusters Score -4505046 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -4505724.500000 Penalty: 3448.993164
	Iteration 12Q: 3 clusters Score -4505724 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -4505987.500000 Penalty: 3448.993164
	Iteration 13Q: 3 clusters Score -4505988 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -4506091.500000 Penalty: 3448.993164
	Iteration 14Q: 3 clusters Score -4506092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -4506139.000000 Penalty: 3448.993164
	Iteration 15Q: 3 clusters Score -4506139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -4506156.000000 Penalty: 3448.993164
	Iteration 16Q: 3 clusters Score -4506156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -4506163.000000 Penalty: 3448.993164
	Iteration 17Q: 3 clusters Score -4506163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -4506170.000000 Penalty: 3448.993164
	Iteration 18Q: 3 clusters Score -4506170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -4506172.000000 Penalty: 3448.993164
	Iteration 19Q: 3 clusters Score -4506172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -4506174.000000 Penalty: 3448.993164
	Iteration 20F: 3 clusters Score -4506174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -4506178.500000 Penalty: 3448.993164
	Iteration 21Q: 3 clusters Score -4506178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -4506176.000000 Penalty: 3448.993164
	Iteration 22Q: 3 clusters Score -4506176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -4506176.000000 Penalty: 3448.993164
	Iteration 23F: 3 clusters Score -4506176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Entering Unmasked Estep 
Score: -576544.875000 Penalty: 1383.848755
	Iteration 0F: 2 clusters Score -576544.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -572558.375000 Penalty: 2767.697510
	Iteration 0F: 3 clusters Score -572558.4 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -573642.250000 Penalty: 2767.697510
	Iteration 1F: 3 clusters Score -573642.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -573801.187500 Penalty: 2767.697510
	Iteration 2F: 3 clusters Score -573801.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -573913.437500 Penalty: 2767.697510
	Iteration 3Q: 3 clusters Score -573913.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -574006.875000 Penalty: 2767.697510
	Iteration 4Q: 3 clusters Score -574006.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -574075.625000 Penalty: 2767.697510
	Iteration 5Q: 3 clusters Score -574075.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -574126.250000 Penalty: 2767.697510
	Iteration 6Q: 3 clusters Score -574126.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -574167.000000 Penalty: 2767.697510
	Iteration 7Q: 3 clusters Score -574167 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -574220.625000 Penalty: 2767.697510
	Iteration 8Q: 3 clusters Score -574220.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -574277.750000 Penalty: 2767.697510
	Iteration 9Q: 3 clusters Score -574277.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -574342.437500 Penalty: 2767.697510
	Iteration 10Q: 3 clusters Score -574342.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -574409.562500 Penalty: 2767.697510
	Iteration 11Q: 3 clusters Score -574409.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -574481.062500 Penalty: 2767.697510
	Iteration 12Q: 3 clusters Score -574481.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -574590.500000 Penalty: 2767.697510
	Iteration 13Q: 3 clusters Score -574590.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -574700.500000 Penalty: 2767.697510
	Iteration 14Q: 3 clusters Score -574700.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -574804.562500 Penalty: 2767.697510
	Iteration 15Q: 3 clusters Score -574804.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -574914.750000 Penalty: 2767.697510
	Iteration 16Q: 3 clusters Score -574914.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -575005.500000 Penalty: 2767.697510
	Iteration 17Q: 3 clusters Score -575005.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -575077.062500 Penalty: 2767.697510
	Iteration 18Q: 3 clusters Score -575077.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -575127.375000 Penalty: 2767.697510
	Iteration 19Q: 3 clusters Score -575127.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -575158.500000 Penalty: 2767.697510
	Iteration 20F: 3 clusters Score -575158.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -575188.250000 Penalty: 2767.697510
	Iteration 21Q: 3 clusters Score -575188.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -575221.187500 Penalty: 2767.697510
	Iteration 22Q: 3 clusters Score -575221.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -575251.125000 Penalty: 2767.697510
	Iteration 23Q: 3 clusters Score -575251.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -575287.500000 Penalty: 2767.697510
	Iteration 24Q: 3 clusters Score -575287.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -575318.687500 Penalty: 2767.697510
	Iteration 25Q: 3 clusters Score -575318.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -575336.875000 Penalty: 2767.697510
	Iteration 26Q: 3 clusters Score -575336.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -575356.125000 Penalty: 2767.697510
	Iteration 27Q: 3 clusters Score -575356.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -575368.625000 Penalty: 2767.697510
	Iteration 28Q: 3 clusters Score -575368.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -575380.625000 Penalty: 2767.697510
	Iteration 29Q: 3 clusters Score -575380.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -575389.687500 Penalty: 2767.697510
	Iteration 30Q: 3 clusters Score -575389.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -575390.937500 Penalty: 2767.697510
	Iteration 31Q: 3 clusters Score -575390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -575395.437500 Penalty: 2767.697510
	Iteration 32Q: 3 clusters Score -575395.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -575398.437500 Penalty: 2767.697510
	Iteration 33Q: 3 clusters Score -575398.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -575399.625000 Penalty: 2767.697510
	Iteration 34Q: 3 clusters Score -575399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -575399.625000 Penalty: 2767.697510
	Iteration 35F: 3 clusters Score -575399.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -136775.000000 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -136775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -135131.875000 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -135131.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -135437.859375 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -135437.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -135504.968750 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -135505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -135573.953125 Penalty: 2334.264404
	Iteration 3Q: 3 clusters Score -135574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135610.703125 Penalty: 2334.264404
	Iteration 4Q: 3 clusters Score -135610.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -135645.343750 Penalty: 2334.264404
	Iteration 5Q: 3 clusters Score -135645.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -135683.812500 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -135683.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -135759.796875 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -135759.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -135839.093750 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -135839.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -135924.890625 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -135924.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -136010.437500 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -136010.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -136095.156250 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -136095.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -136177.421875 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -136177.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -136245.453125 Penalty: 2334.264404
	Iteration 13Q: 3 clusters Score -136245.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -136303.687500 Penalty: 2334.264404
	Iteration 14Q: 3 clusters Score -136303.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -136342.625000 Penalty: 2334.264404
	Iteration 15Q: 3 clusters Score -136342.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -136364.921875 Penalty: 2334.264404
	Iteration 16Q: 3 clusters Score -136364.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -136380.531250 Penalty: 2334.264404
	Iteration 17Q: 3 clusters Score -136380.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -136390.265625 Penalty: 2334.264404
	Iteration 18Q: 3 clusters Score -136390.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -136400.250000 Penalty: 2334.264404
	Iteration 19Q: 3 clusters Score -136400.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -136406.578125 Penalty: 2334.264404
	Iteration 20F: 3 clusters Score -136406.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -136412.968750 Penalty: 2334.264404
	Iteration 21Q: 3 clusters Score -136413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -136419.578125 Penalty: 2334.264404
	Iteration 22Q: 3 clusters Score -136419.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -136423.562500 Penalty: 2334.264404
	Iteration 23Q: 3 clusters Score -136423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -136426.953125 Penalty: 2334.264404
	Iteration 24Q: 3 clusters Score -136427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -136428.531250 Penalty: 2334.264404
	Iteration 25Q: 3 clusters Score -136428.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -136429.828125 Penalty: 2334.264404
	Iteration 26Q: 3 clusters Score -136429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -136432.421875 Penalty: 2334.264404
	Iteration 27Q: 3 clusters Score -136432.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -136433.281250 Penalty: 2334.264404
	Iteration 28Q: 3 clusters Score -136433.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -136435.328125 Penalty: 2334.264404
	Iteration 29Q: 3 clusters Score -136435.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -136435.328125 Penalty: 2334.264404
	Iteration 30F: 3 clusters Score -136435.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Entering Unmasked Estep 
Score: -3677459.750000 Penalty: 1686.901367
	Iteration 0F: 2 clusters Score -3677460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3655833.000000 Penalty: 3373.802734
	Iteration 0F: 3 clusters Score -3655833 nChanged 14899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3664313.250000 Penalty: 3373.802734
	Iteration 1F: 3 clusters Score -3664313 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -3664922.000000 Penalty: 3373.802734
	Iteration 2Q: 3 clusters Score -3664922 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -3665565.250000 Penalty: 3373.802734
	Iteration 3Q: 3 clusters Score -3665565 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3666347.000000 Penalty: 3373.802734
	Iteration 4Q: 3 clusters Score -3666347 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3667339.000000 Penalty: 3373.802734
	Iteration 5F: 3 clusters Score -3667339 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3668510.000000 Penalty: 3373.802734
	Iteration 6F: 3 clusters Score -3668510 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -3669803.250000 Penalty: 3373.802734
	Iteration 7F: 3 clusters Score -3669803 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -3670945.250000 Penalty: 3373.802734
	Iteration 8F: 3 clusters Score -3670945 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3671728.250000 Penalty: 3373.802734
	Iteration 9Q: 3 clusters Score -3671728 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3672188.000000 Penalty: 3373.802734
	Iteration 10Q: 3 clusters Score -3672188 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3672398.750000 Penalty: 3373.802734
	Iteration 11Q: 3 clusters Score -3672399 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3672528.250000 Penalty: 3373.802734
	Iteration 12Q: 3 clusters Score -3672528 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -3672629.250000 Penalty: 3373.802734
	Iteration 13Q: 3 clusters Score -3672629 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3672731.500000 Penalty: 3373.802734
	Iteration 14Q: 3 clusters Score -3672732 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -3672832.500000 Penalty: 3373.802734
	Iteration 15Q: 3 clusters Score -3672832 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3672943.500000 Penalty: 3373.802734
	Iteration 16Q: 3 clusters Score -3672944 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3673046.500000 Penalty: 3373.802734
	Iteration 17Q: 3 clusters Score -3673046 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3673160.750000 Penalty: 3373.802734
	Iteration 18Q: 3 clusters Score -3673161 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -3673318.750000 Penalty: 3373.802734
	Iteration 19Q: 3 clusters Score -3673319 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3673456.000000 Penalty: 3373.802734
	Iteration 20F: 3 clusters Score -3673456 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3673606.750000 Penalty: 3373.802734
	Iteration 21Q: 3 clusters Score -3673607 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3673747.000000 Penalty: 3373.802734
	Iteration 22Q: 3 clusters Score -3673747 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3673866.750000 Penalty: 3373.802734
	Iteration 23Q: 3 clusters Score -3673867 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3673981.250000 Penalty: 3373.802734
	Iteration 24Q: 3 clusters Score -3673981 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3674086.750000 Penalty: 3373.802734
	Iteration 25Q: 3 clusters Score -3674087 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -3674211.000000 Penalty: 3373.802734
	Iteration 26Q: 3 clusters Score -3674211 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3674361.250000 Penalty: 3373.802734
	Iteration 27Q: 3 clusters Score -3674361 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -3674490.000000 Penalty: 3373.802734
	Iteration 28Q: 3 clusters Score -3674490 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3674594.250000 Penalty: 3373.802734
	Iteration 29Q: 3 clusters Score -3674594 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3674716.500000 Penalty: 3373.802734
	Iteration 30Q: 3 clusters Score -3674716 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3674838.000000 Penalty: 3373.802734
	Iteration 31Q: 3 clusters Score -3674838 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3674936.750000 Penalty: 3373.802734
	Iteration 32Q: 3 clusters Score -3674937 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -3675019.250000 Penalty: 3373.802734
	Iteration 33Q: 3 clusters Score -3675019 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -3675111.000000 Penalty: 3373.802734
	Iteration 34Q: 3 clusters Score -3675111 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -3675181.250000 Penalty: 3373.802734
	Iteration 35Q: 3 clusters Score -3675181 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -3675261.750000 Penalty: 3373.802734
	Iteration 36Q: 3 clusters Score -3675262 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -3675352.250000 Penalty: 3373.802734
	Iteration 37Q: 3 clusters Score -3675352 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -3675444.000000 Penalty: 3373.802734
	Iteration 38Q: 3 clusters Score -3675444 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -3675518.000000 Penalty: 3373.802734
	Iteration 39Q: 3 clusters Score -3675518 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3675585.000000 Penalty: 3373.802734
	Iteration 40F: 3 clusters Score -3675585 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3675642.500000 Penalty: 3373.802734
	Iteration 41Q: 3 clusters Score -3675642 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3675712.250000 Penalty: 3373.802734
	Iteration 42Q: 3 clusters Score -3675712 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3675781.750000 Penalty: 3373.802734
	Iteration 43Q: 3 clusters Score -3675782 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -3675842.750000 Penalty: 3373.802734
	Iteration 44Q: 3 clusters Score -3675843 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3675885.000000 Penalty: 3373.802734
	Iteration 45Q: 3 clusters Score -3675885 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -3675932.500000 Penalty: 3373.802734
	Iteration 46Q: 3 clusters Score -3675932 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -3675967.750000 Penalty: 3373.802734
	Iteration 47Q: 3 clusters Score -3675968 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -3676009.250000 Penalty: 3373.802734
	Iteration 48Q: 3 clusters Score -3676009 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -3676052.750000 Penalty: 3373.802734
	Iteration 49Q: 3 clusters Score -3676053 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3676084.750000 Penalty: 3373.802734
	Iteration 50Q: 3 clusters Score -3676085 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -3676108.000000 Penalty: 3373.802734
	Iteration 51Q: 3 clusters Score -3676108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -3676122.250000 Penalty: 3373.802734
	Iteration 52Q: 3 clusters Score -3676122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -3676128.750000 Penalty: 3373.802734
	Iteration 53Q: 3 clusters Score -3676129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -3676149.250000 Penalty: 3373.802734
	Iteration 54Q: 3 clusters Score -3676149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -3676161.250000 Penalty: 3373.802734
	Iteration 55Q: 3 clusters Score -3676161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -3676168.750000 Penalty: 3373.802734
	Iteration 56Q: 3 clusters Score -3676169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -3676181.750000 Penalty: 3373.802734
	Iteration 57Q: 3 clusters Score -3676182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -3676190.250000 Penalty: 3373.802734
	Iteration 58Q: 3 clusters Score -3676190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -3676197.250000 Penalty: 3373.802734
	Iteration 59Q: 3 clusters Score -3676197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -3676206.000000 Penalty: 3373.802734
	Iteration 60F: 3 clusters Score -3676206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -3676205.250000 Penalty: 3373.802734
	Iteration 61Q: 3 clusters Score -3676205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -3676208.250000 Penalty: 3373.802734
	Iteration 62Q: 3 clusters Score -3676208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -3676205.750000 Penalty: 3373.802734
	Iteration 63Q: 3 clusters Score -3676206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -3676211.000000 Penalty: 3373.802734
	Iteration 64Q: 3 clusters Score -3676211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -3676211.750000 Penalty: 3373.802734
	Iteration 65Q: 3 clusters Score -3676212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -3676212.500000 Penalty: 3373.802734
	Iteration 66Q: 3 clusters Score -3676212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -3676210.500000 Penalty: 3373.802734
	Iteration 67Q: 3 clusters Score -3676210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -3676211.250000 Penalty: 3373.802734
	Iteration 68Q: 3 clusters Score -3676211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -3676210.500000 Penalty: 3373.802734
	Iteration 69Q: 3 clusters Score -3676210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -3676211.250000 Penalty: 3373.802734
	Iteration 70Q: 3 clusters Score -3676211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -3676211.250000 Penalty: 3373.802734
	Iteration 71F: 3 clusters Score -3676211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Entering Unmasked Estep 
Score: -10580861.000000 Penalty: 1859.706299
	Iteration 0F: 2 clusters Score -1.058086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -10518744.000000 Penalty: 3719.412598
	Iteration 0F: 3 clusters Score -1.051874e+07 nChanged 44457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -10545183.000000 Penalty: 3719.412598
	Iteration 1F: 3 clusters Score -1.054518e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -10547013.000000 Penalty: 3719.412598
	Iteration 2Q: 3 clusters Score -1.054701e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -10549870.000000 Penalty: 3719.412598
	Iteration 3F: 3 clusters Score -1.054987e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -10554420.000000 Penalty: 3719.412598
	Iteration 4F: 3 clusters Score -1.055442e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -10560222.000000 Penalty: 3719.412598
	Iteration 5F: 3 clusters Score -1.056022e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -10565640.000000 Penalty: 3719.412598
	Iteration 6F: 3 clusters Score -1.056564e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -10569420.000000 Penalty: 3719.412598
	Iteration 7F: 3 clusters Score -1.056942e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -10571461.000000 Penalty: 3719.412598
	Iteration 8Q: 3 clusters Score -1.057146e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -10572448.000000 Penalty: 3719.412598
	Iteration 9Q: 3 clusters Score -1.057245e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 69415 members 
Entering Unmasked Estep 
Score: -10572907.000000 Penalty: 3719.412598
	Iteration 10Q: 3 clusters Score -1.057291e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
Score: -10573337.000000 Penalty: 3719.412598
	Iteration 11Q: 3 clusters Score -1.057334e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -10573827.000000 Penalty: 3719.412598
	Iteration 12Q: 3 clusters Score -1.057383e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -10574260.000000 Penalty: 3719.412598
	Iteration 13Q: 3 clusters Score -1.057426e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
Score: -10574669.000000 Penalty: 3719.412598
	Iteration 14Q: 3 clusters Score -1.057467e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -10575037.000000 Penalty: 3719.412598
	Iteration 15Q: 3 clusters Score -1.057504e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 77199 members 
Entering Unmasked Estep 
Score: -10575591.000000 Penalty: 3719.412598
	Iteration 16Q: 3 clusters Score -1.057559e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 78574 members 
Entering Unmasked Estep 
Score: -10576055.000000 Penalty: 3719.412598
	Iteration 17Q: 3 clusters Score -1.057606e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 79865 members 
Entering Unmasked Estep 
Score: -10576491.000000 Penalty: 3719.412598
	Iteration 18Q: 3 clusters Score -1.057649e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 81088 members 
Entering Unmasked Estep 
Score: -10576974.000000 Penalty: 3719.412598
	Iteration 19Q: 3 clusters Score -1.057697e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 82280 members 
Entering Unmasked Estep 
Score: -10577357.000000 Penalty: 3719.412598
	Iteration 20F: 3 clusters Score -1.057736e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -10577850.000000 Penalty: 3719.412598
	Iteration 21Q: 3 clusters Score -1.057785e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 84509 members 
Entering Unmasked Estep 
Score: -10578273.000000 Penalty: 3719.412598
	Iteration 22Q: 3 clusters Score -1.057827e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -10578627.000000 Penalty: 3719.412598
	Iteration 23Q: 3 clusters Score -1.057863e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 86386 members 
Entering Unmasked Estep 
Score: -10578966.000000 Penalty: 3719.412598
	Iteration 24Q: 3 clusters Score -1.057897e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 87183 members 
Entering Unmasked Estep 
Score: -10579365.000000 Penalty: 3719.412598
	Iteration 25Q: 3 clusters Score -1.057936e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 87853 members 
Entering Unmasked Estep 
Score: -10579635.000000 Penalty: 3719.412598
	Iteration 26Q: 3 clusters Score -1.057964e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 88401 members 
Entering Unmasked Estep 
Score: -10579917.000000 Penalty: 3719.412598
	Iteration 27Q: 3 clusters Score -1.057992e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 88846 members 
Entering Unmasked Estep 
Score: -10580147.000000 Penalty: 3719.412598
	Iteration 28Q: 3 clusters Score -1.058015e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -10580308.000000 Penalty: 3719.412598
	Iteration 29Q: 3 clusters Score -1.058031e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 89474 members 
Entering Unmasked Estep 
Score: -10580451.000000 Penalty: 3719.412598
	Iteration 30Q: 3 clusters Score -1.058045e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 89714 members 
Entering Unmasked Estep 
Score: -10580516.000000 Penalty: 3719.412598
	Iteration 31Q: 3 clusters Score -1.058052e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 89901 members 
Entering Unmasked Estep 
Score: -10580560.000000 Penalty: 3719.412598
	Iteration 32Q: 3 clusters Score -1.058056e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -10580597.000000 Penalty: 3719.412598
	Iteration 33Q: 3 clusters Score -1.05806e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 90167 members 
Entering Unmasked Estep 
Score: -10580624.000000 Penalty: 3719.412598
	Iteration 34Q: 3 clusters Score -1.058062e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 90263 members 
Entering Unmasked Estep 
Score: -10580645.000000 Penalty: 3719.412598
	Iteration 35Q: 3 clusters Score -1.058064e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -10580655.000000 Penalty: 3719.412598
	Iteration 36Q: 3 clusters Score -1.058066e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 90412 members 
Entering Unmasked Estep 
Score: -10580671.000000 Penalty: 3719.412598
	Iteration 37Q: 3 clusters Score -1.058067e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -10580698.000000 Penalty: 3719.412598
	Iteration 38Q: 3 clusters Score -1.05807e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 90531 members 
Entering Unmasked Estep 
Score: -10580693.000000 Penalty: 3719.412598
	Iteration 39Q: 3 clusters Score -1.058069e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 90576 members 
Entering Unmasked Estep 
Score: -10580683.000000 Penalty: 3719.412598
	Iteration 40F: 3 clusters Score -1.058068e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 90613 members 
Entering Unmasked Estep 
Score: -10580697.000000 Penalty: 3719.412598
	Iteration 41Q: 3 clusters Score -1.05807e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -10580697.000000 Penalty: 3719.412598
	Iteration 42Q: 3 clusters Score -1.05807e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 90666 members 
Entering Unmasked Estep 
Score: -10580688.000000 Penalty: 3719.412598
	Iteration 43Q: 3 clusters Score -1.058069e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 90687 members 
Entering Unmasked Estep 
Score: -10580693.000000 Penalty: 3719.412598
	Iteration 44Q: 3 clusters Score -1.058069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 90703 members 
Entering Unmasked Estep 
Score: -10580702.000000 Penalty: 3719.412598
	Iteration 45Q: 3 clusters Score -1.05807e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 90718 members 
Entering Unmasked Estep 
Score: -10580709.000000 Penalty: 3719.412598
	Iteration 46Q: 3 clusters Score -1.058071e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 90728 members 
Entering Unmasked Estep 
Score: -10580718.000000 Penalty: 3719.412598
	Iteration 47Q: 3 clusters Score -1.058072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 90737 members 
Entering Unmasked Estep 
Score: -10580712.000000 Penalty: 3719.412598
	Iteration 48Q: 3 clusters Score -1.058071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -10580715.000000 Penalty: 3719.412598
	Iteration 49Q: 3 clusters Score -1.058072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 90747 members 
Entering Unmasked Estep 
Score: -10580721.000000 Penalty: 3719.412598
	Iteration 50Q: 3 clusters Score -1.058072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 90754 members 
Entering Unmasked Estep 
Score: -10580708.000000 Penalty: 3719.412598
	Iteration 51Q: 3 clusters Score -1.058071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 90760 members 
Entering Unmasked Estep 
Score: -10580705.000000 Penalty: 3719.412598
	Iteration 52Q: 3 clusters Score -1.05807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -10580711.000000 Penalty: 3719.412598
	Iteration 53Q: 3 clusters Score -1.058071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 90769 members 
Entering Unmasked Estep 
Score: -10580704.000000 Penalty: 3719.412598
	Iteration 54Q: 3 clusters Score -1.05807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 90773 members 
Entering Unmasked Estep 
Score: -10580713.000000 Penalty: 3719.412598
	Iteration 55Q: 3 clusters Score -1.058071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 90777 members 
Entering Unmasked Estep 
Score: -10580716.000000 Penalty: 3719.412598
	Iteration 56Q: 3 clusters Score -1.058072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 90780 members 
Entering Unmasked Estep 
Score: -10580713.000000 Penalty: 3719.412598
	Iteration 57Q: 3 clusters Score -1.058071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 90782 members 
Entering Unmasked Estep 
Score: -10580712.000000 Penalty: 3719.412598
	Iteration 58Q: 3 clusters Score -1.058071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -10580714.000000 Penalty: 3719.412598
	Iteration 59Q: 3 clusters Score -1.058071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -10580717.000000 Penalty: 3719.412598
	Iteration 60F: 3 clusters Score -1.058072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 90793 members 
Entering Unmasked Estep 
Score: -10580724.000000 Penalty: 3719.412598
	Iteration 61Q: 3 clusters Score -1.058072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 90795 members 
Entering Unmasked Estep 
Score: -10580723.000000 Penalty: 3719.412598
	Iteration 62Q: 3 clusters Score -1.058072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -10580717.000000 Penalty: 3719.412598
	Iteration 63Q: 3 clusters Score -1.058072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 90804 members 
Entering Unmasked Estep 
Score: -10580715.000000 Penalty: 3719.412598
	Iteration 64Q: 3 clusters Score -1.058072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 90803 members 
Entering Unmasked Estep 
Score: -10580712.000000 Penalty: 3719.412598
	Iteration 65Q: 3 clusters Score -1.058071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -10580717.000000 Penalty: 3719.412598
	Iteration 66Q: 3 clusters Score -1.058072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -10580717.000000 Penalty: 3719.412598
	Iteration 67Q: 3 clusters Score -1.058072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 90803 members 
Entering Unmasked Estep 
Score: -10580720.000000 Penalty: 3719.412598
	Iteration 68Q: 3 clusters Score -1.058072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 90804 members 
Entering Unmasked Estep 
Score: -10580715.000000 Penalty: 3719.412598
	Iteration 69Q: 3 clusters Score -1.058072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 90804 members 
Entering Unmasked Estep 
Score: -10580715.000000 Penalty: 3719.412598
	Iteration 70F: 3 clusters Score -1.058072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Entering Unmasked Estep 
Score: -504217.312500 Penalty: 1371.445435
	Iteration 0F: 2 clusters Score -504217.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -500472.406250 Penalty: 2742.890869
	Iteration 0F: 3 clusters Score -500472.4 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -501513.500000 Penalty: 2742.890869
	Iteration 1F: 3 clusters Score -501513.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -501682.687500 Penalty: 2742.890869
	Iteration 2F: 3 clusters Score -501682.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -501822.750000 Penalty: 2742.890869
	Iteration 3F: 3 clusters Score -501822.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -501964.906250 Penalty: 2742.890869
	Iteration 4Q: 3 clusters Score -501964.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -502114.656250 Penalty: 2742.890869
	Iteration 5Q: 3 clusters Score -502114.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -502251.062500 Penalty: 2742.890869
	Iteration 6Q: 3 clusters Score -502251.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -502411.312500 Penalty: 2742.890869
	Iteration 7Q: 3 clusters Score -502411.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -502561.718750 Penalty: 2742.890869
	Iteration 8Q: 3 clusters Score -502561.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -502720.531250 Penalty: 2742.890869
	Iteration 9Q: 3 clusters Score -502720.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -502852.093750 Penalty: 2742.890869
	Iteration 10Q: 3 clusters Score -502852.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -502960.937500 Penalty: 2742.890869
	Iteration 11Q: 3 clusters Score -502960.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -503055.406250 Penalty: 2742.890869
	Iteration 12Q: 3 clusters Score -503055.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -503121.281250 Penalty: 2742.890869
	Iteration 13Q: 3 clusters Score -503121.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -503176.937500 Penalty: 2742.890869
	Iteration 14Q: 3 clusters Score -503176.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -503241.125000 Penalty: 2742.890869
	Iteration 15Q: 3 clusters Score -503241.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -503295.468750 Penalty: 2742.890869
	Iteration 16Q: 3 clusters Score -503295.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -503347.406250 Penalty: 2742.890869
	Iteration 17Q: 3 clusters Score -503347.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -503375.156250 Penalty: 2742.890869
	Iteration 18Q: 3 clusters Score -503375.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -503385.781250 Penalty: 2742.890869
	Iteration 19Q: 3 clusters Score -503385.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -503392.343750 Penalty: 2742.890869
	Iteration 20F: 3 clusters Score -503392.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -503396.875000 Penalty: 2742.890869
	Iteration 21Q: 3 clusters Score -503396.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -503399.250000 Penalty: 2742.890869
	Iteration 22Q: 3 clusters Score -503399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -503400.218750 Penalty: 2742.890869
	Iteration 23Q: 3 clusters Score -503400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -503400.218750 Penalty: 2742.890869
	Iteration 24F: 3 clusters Score -503400.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Entering Unmasked Estep 
Score: -934492.437500 Penalty: 1461.290649
	Iteration 0F: 2 clusters Score -934492.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -928577.937500 Penalty: 2922.581299
	Iteration 0F: 3 clusters Score -928577.9 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -930454.937500 Penalty: 2922.581299
	Iteration 1F: 3 clusters Score -930454.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -930711.250000 Penalty: 2922.581299
	Iteration 2F: 3 clusters Score -930711.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -930958.500000 Penalty: 2922.581299
	Iteration 3F: 3 clusters Score -930958.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -931209.187500 Penalty: 2922.581299
	Iteration 4Q: 3 clusters Score -931209.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -931442.437500 Penalty: 2922.581299
	Iteration 5Q: 3 clusters Score -931442.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -931721.187500 Penalty: 2922.581299
	Iteration 6Q: 3 clusters Score -931721.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -931998.500000 Penalty: 2922.581299
	Iteration 7Q: 3 clusters Score -931998.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -932296.000000 Penalty: 2922.581299
	Iteration 8Q: 3 clusters Score -932296 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -932600.250000 Penalty: 2922.581299
	Iteration 9F: 3 clusters Score -932600.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -932830.500000 Penalty: 2922.581299
	Iteration 10Q: 3 clusters Score -932830.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -933015.750000 Penalty: 2922.581299
	Iteration 11Q: 3 clusters Score -933015.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -933158.125000 Penalty: 2922.581299
	Iteration 12Q: 3 clusters Score -933158.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -933275.875000 Penalty: 2922.581299
	Iteration 13Q: 3 clusters Score -933275.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -933356.937500 Penalty: 2922.581299
	Iteration 14Q: 3 clusters Score -933356.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -933412.687500 Penalty: 2922.581299
	Iteration 15Q: 3 clusters Score -933412.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -933465.125000 Penalty: 2922.581299
	Iteration 16Q: 3 clusters Score -933465.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -933507.562500 Penalty: 2922.581299
	Iteration 17Q: 3 clusters Score -933507.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -933557.500000 Penalty: 2922.581299
	Iteration 18Q: 3 clusters Score -933557.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -933594.375000 Penalty: 2922.581299
	Iteration 19Q: 3 clusters Score -933594.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -933615.812500 Penalty: 2922.581299
	Iteration 20F: 3 clusters Score -933615.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -933626.625000 Penalty: 2922.581299
	Iteration 21Q: 3 clusters Score -933626.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -933637.125000 Penalty: 2922.581299
	Iteration 22Q: 3 clusters Score -933637.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -933640.937500 Penalty: 2922.581299
	Iteration 23Q: 3 clusters Score -933640.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -933648.000000 Penalty: 2922.581299
	Iteration 24Q: 3 clusters Score -933648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -933653.437500 Penalty: 2922.581299
	Iteration 25Q: 3 clusters Score -933653.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -933658.000000 Penalty: 2922.581299
	Iteration 26Q: 3 clusters Score -933658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -933668.000000 Penalty: 2922.581299
	Iteration 27Q: 3 clusters Score -933668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -933670.437500 Penalty: 2922.581299
	Iteration 28Q: 3 clusters Score -933670.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -933674.875000 Penalty: 2922.581299
	Iteration 29Q: 3 clusters Score -933674.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -933681.062500 Penalty: 2922.581299
	Iteration 30Q: 3 clusters Score -933681.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -933684.125000 Penalty: 2922.581299
	Iteration 31Q: 3 clusters Score -933684.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -933686.625000 Penalty: 2922.581299
	Iteration 32Q: 3 clusters Score -933686.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -933691.000000 Penalty: 2922.581299
	Iteration 33Q: 3 clusters Score -933691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -933695.687500 Penalty: 2922.581299
	Iteration 34Q: 3 clusters Score -933695.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -933697.375000 Penalty: 2922.581299
	Iteration 35Q: 3 clusters Score -933697.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -933701.875000 Penalty: 2922.581299
	Iteration 36Q: 3 clusters Score -933701.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -933702.812500 Penalty: 2922.581299
	Iteration 37Q: 3 clusters Score -933702.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -933705.437500 Penalty: 2922.581299
	Iteration 38Q: 3 clusters Score -933705.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -933705.250000 Penalty: 2922.581299
	Iteration 39Q: 3 clusters Score -933705.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -933708.375000 Penalty: 2922.581299
	Iteration 40F: 3 clusters Score -933708.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -933712.812500 Penalty: 2922.581299
	Iteration 41Q: 3 clusters Score -933712.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -933714.125000 Penalty: 2922.581299
	Iteration 42Q: 3 clusters Score -933714.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -933719.312500 Penalty: 2922.581299
	Iteration 43Q: 3 clusters Score -933719.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -933720.187500 Penalty: 2922.581299
	Iteration 44Q: 3 clusters Score -933720.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -933721.562500 Penalty: 2922.581299
	Iteration 45Q: 3 clusters Score -933721.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -933722.125000 Penalty: 2922.581299
	Iteration 46Q: 3 clusters Score -933722.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -933724.687500 Penalty: 2922.581299
	Iteration 47Q: 3 clusters Score -933724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -933723.562500 Penalty: 2922.581299
	Iteration 48Q: 3 clusters Score -933723.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -933724.375000 Penalty: 2922.581299
	Iteration 49Q: 3 clusters Score -933724.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -933725.812500 Penalty: 2922.581299
	Iteration 50Q: 3 clusters Score -933725.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -933727.062500 Penalty: 2922.581299
	Iteration 51Q: 3 clusters Score -933727.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -933727.437500 Penalty: 2922.581299
	Iteration 52Q: 3 clusters Score -933727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -933728.562500 Penalty: 2922.581299
	Iteration 53Q: 3 clusters Score -933728.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -933728.625000 Penalty: 2922.581299
	Iteration 54Q: 3 clusters Score -933728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -933730.125000 Penalty: 2922.581299
	Iteration 55Q: 3 clusters Score -933730.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -933729.812500 Penalty: 2922.581299
	Iteration 56Q: 3 clusters Score -933729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -933731.187500 Penalty: 2922.581299
	Iteration 57Q: 3 clusters Score -933731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -933730.812500 Penalty: 2922.581299
	Iteration 58Q: 3 clusters Score -933730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -933730.062500 Penalty: 2922.581299
	Iteration 59Q: 3 clusters Score -933730.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -933731.750000 Penalty: 2922.581299
	Iteration 60F: 3 clusters Score -933731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -933732.062500 Penalty: 2922.581299
	Iteration 61Q: 3 clusters Score -933732.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -933732.250000 Penalty: 2922.581299
	Iteration 62Q: 3 clusters Score -933732.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -933732.250000 Penalty: 2922.581299
	Iteration 63Q: 3 clusters Score -933732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -933731.500000 Penalty: 2922.581299
	Iteration 64Q: 3 clusters Score -933731.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -933733.062500 Penalty: 2922.581299
	Iteration 65Q: 3 clusters Score -933733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -933733.437500 Penalty: 2922.581299
	Iteration 66Q: 3 clusters Score -933733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -933733.437500 Penalty: 2922.581299
	Iteration 67F: 3 clusters Score -933733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 86008 members 
Mstep: Class 3 contains 12962 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83982 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78934 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100160.000000 Penalty: 51286.125000
Iteration 439Q: 24 clusters Score -1.021002e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 86007 members 
Mstep: Class 3 contains 12963 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83987 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78929 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100168.000000 Penalty: 51286.125000
Iteration 440F: 24 clusters Score -1.021002e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 86007 members 
Mstep: Class 3 contains 12962 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83990 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78926 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100176.000000 Penalty: 51286.125000
Iteration 441Q: 24 clusters Score -1.021002e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 86007 members 
Mstep: Class 3 contains 12961 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83992 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78925 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100192.000000 Penalty: 51286.125000
Iteration 442Q: 24 clusters Score -1.021002e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 86008 members 
Mstep: Class 3 contains 12961 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83993 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78922 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100176.000000 Penalty: 51286.125000
Iteration 443Q: 24 clusters Score -1.021002e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 86007 members 
Mstep: Class 3 contains 12961 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83996 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78918 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100192.000000 Penalty: 51286.125000
Iteration 444Q: 24 clusters Score -1.021002e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 86012 members 
Mstep: Class 3 contains 12961 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 83999 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78912 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100160.000000 Penalty: 51286.125000
Iteration 445Q: 24 clusters Score -1.021002e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 86015 members 
Mstep: Class 3 contains 12961 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 84002 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78908 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100176.000000 Penalty: 51286.125000
Iteration 446Q: 24 clusters Score -1.021002e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 86016 members 
Mstep: Class 3 contains 12961 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 84004 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78907 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100184.000000 Penalty: 51286.125000
Iteration 447Q: 24 clusters Score -1.021002e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 86014 members 
Mstep: Class 3 contains 12961 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 84005 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78908 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100176.000000 Penalty: 51286.125000
Iteration 448Q: 24 clusters Score -1.021002e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 86012 members 
Mstep: Class 3 contains 12960 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 84006 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78907 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100192.000000 Penalty: 51286.125000
Iteration 449Q: 24 clusters Score -1.021002e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 86008 members 
Mstep: Class 3 contains 12958 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 84008 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78906 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100200.000000 Penalty: 51286.125000
Iteration 450Q: 24 clusters Score -1.021002e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 86005 members 
Mstep: Class 3 contains 12955 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84011 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78906 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100192.000000 Penalty: 51286.125000
Iteration 451Q: 24 clusters Score -1.021002e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 86004 members 
Mstep: Class 3 contains 12953 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84013 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78907 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100208.000000 Penalty: 51286.125000
Iteration 452Q: 24 clusters Score -1.021002e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 86005 members 
Mstep: Class 3 contains 12952 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 84015 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78905 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100224.000000 Penalty: 51286.125000
Iteration 453Q: 24 clusters Score -1.021002e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 86006 members 
Mstep: Class 3 contains 12951 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15570 members 
Mstep: Class 6 contains 84017 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78902 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100184.000000 Penalty: 51286.125000
Iteration 454Q: 24 clusters Score -1.021002e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 86009 members 
Mstep: Class 3 contains 12949 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 84018 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78898 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100208.000000 Penalty: 51286.125000
Iteration 455Q: 24 clusters Score -1.021002e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 86013 members 
Mstep: Class 3 contains 12948 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84021 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78893 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100176.000000 Penalty: 51286.125000
Iteration 456Q: 24 clusters Score -1.021002e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79181 members 
Mstep: Class 2 contains 86016 members 
Mstep: Class 3 contains 12947 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15574 members 
Mstep: Class 6 contains 84023 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78890 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100192.000000 Penalty: 51286.125000
Iteration 457Q: 24 clusters Score -1.021002e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 86017 members 
Mstep: Class 3 contains 12947 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15574 members 
Mstep: Class 6 contains 84025 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78888 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100208.000000 Penalty: 51286.125000
Iteration 458Q: 24 clusters Score -1.021002e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 86021 members 
Mstep: Class 3 contains 12947 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15574 members 
Mstep: Class 6 contains 84028 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78883 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100208.000000 Penalty: 51286.125000
Iteration 459Q: 24 clusters Score -1.021002e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 86023 members 
Mstep: Class 3 contains 12947 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15574 members 
Mstep: Class 6 contains 84032 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95050 members 
Mstep: Class 12 contains 78878 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100216.000000 Penalty: 51286.125000
Iteration 460F: 24 clusters Score -1.021002e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 86022 members 
Mstep: Class 3 contains 12947 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84040 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95050 members 
Mstep: Class 12 contains 78872 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100232.000000 Penalty: 51286.125000
Iteration 461Q: 24 clusters Score -1.021002e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 86022 members 
Mstep: Class 3 contains 12947 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84045 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95050 members 
Mstep: Class 12 contains 78867 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100256.000000 Penalty: 51286.125000
Iteration 462Q: 24 clusters Score -1.021003e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 86021 members 
Mstep: Class 3 contains 12947 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84053 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95050 members 
Mstep: Class 12 contains 78861 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100272.000000 Penalty: 51286.125000
Iteration 463Q: 24 clusters Score -1.021003e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 86019 members 
Mstep: Class 3 contains 12947 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 84065 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95050 members 
Mstep: Class 12 contains 78851 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100304.000000 Penalty: 51286.125000
Iteration 464Q: 24 clusters Score -1.021003e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 86015 members 
Mstep: Class 3 contains 12947 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84079 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78839 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100272.000000 Penalty: 51286.125000
Iteration 465Q: 24 clusters Score -1.021003e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 86015 members 
Mstep: Class 3 contains 12946 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84095 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78826 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4993 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100264.000000 Penalty: 51286.125000
Iteration 466Q: 24 clusters Score -1.021003e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 86018 members 
Mstep: Class 3 contains 12945 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84112 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78809 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4993 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100280.000000 Penalty: 51286.125000
Iteration 467Q: 24 clusters Score -1.021003e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79167 members 
Mstep: Class 2 contains 86025 members 
Mstep: Class 3 contains 12945 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 84124 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78795 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4993 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100264.000000 Penalty: 51286.125000
Iteration 468Q: 24 clusters Score -1.021003e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79164 members 
Mstep: Class 2 contains 86029 members 
Mstep: Class 3 contains 12945 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 84127 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78791 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4993 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100240.000000 Penalty: 51286.125000
Iteration 469Q: 24 clusters Score -1.021002e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 86030 members 
Mstep: Class 3 contains 12945 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84136 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78785 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4993 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100296.000000 Penalty: 51286.125000
Iteration 470Q: 24 clusters Score -1.021003e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79154 members 
Mstep: Class 2 contains 86032 members 
Mstep: Class 3 contains 12944 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84150 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78775 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4993 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100240.000000 Penalty: 51286.125000
Iteration 471Q: 24 clusters Score -1.021002e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79146 members 
Mstep: Class 2 contains 86044 members 
Mstep: Class 3 contains 12944 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84153 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78768 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4993 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100264.000000 Penalty: 51286.125000
Iteration 472Q: 24 clusters Score -1.021003e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 86051 members 
Mstep: Class 3 contains 12944 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84157 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78757 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100272.000000 Penalty: 51286.125000
Iteration 473Q: 24 clusters Score -1.021003e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 86052 members 
Mstep: Class 3 contains 12944 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84163 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78748 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100288.000000 Penalty: 51286.125000
Iteration 474Q: 24 clusters Score -1.021003e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 86056 members 
Mstep: Class 3 contains 12944 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84163 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95053 members 
Mstep: Class 12 contains 78746 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100272.000000 Penalty: 51286.125000
Iteration 475Q: 24 clusters Score -1.021003e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79134 members 
Mstep: Class 2 contains 86059 members 
Mstep: Class 3 contains 12944 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84166 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78743 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100304.000000 Penalty: 51286.125000
Iteration 476Q: 24 clusters Score -1.021003e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 86064 members 
Mstep: Class 3 contains 12944 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 84166 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78740 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100304.000000 Penalty: 51286.125000
Iteration 477Q: 24 clusters Score -1.021003e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 86073 members 
Mstep: Class 3 contains 12943 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 84169 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78735 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100304.000000 Penalty: 51286.125000
Iteration 478Q: 24 clusters Score -1.021003e+08 nChanged 13
Entering ConstructFrom: 
Score: -102100304.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (79128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Entering Unmasked Estep 
Score: -9196981.000000 Penalty: 1832.808594
	Iteration 0F: 2 clusters Score -9196981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -9144147.000000 Penalty: 3665.617188
	Iteration 0F: 3 clusters Score -9144147 nChanged 37820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -9165705.000000 Penalty: 3665.617188
	Iteration 1F: 3 clusters Score -9165705 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -9166148.000000 Penalty: 3665.617188
	Iteration 2Q: 3 clusters Score -9166148 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -9166626.000000 Penalty: 3665.617188
	Iteration 3Q: 3 clusters Score -9166626 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -9167120.000000 Penalty: 3665.617188
	Iteration 4Q: 3 clusters Score -9167120 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -9167619.000000 Penalty: 3665.617188
	Iteration 5Q: 3 clusters Score -9167619 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -9168392.000000 Penalty: 3665.617188
	Iteration 6Q: 3 clusters Score -9168392 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -9169500.000000 Penalty: 3665.617188
	Iteration 7Q: 3 clusters Score -9169500 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -9171215.000000 Penalty: 3665.617188
	Iteration 8Q: 3 clusters Score -9171215 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -9174147.000000 Penalty: 3665.617188
	Iteration 9F: 3 clusters Score -9174147 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -9178543.000000 Penalty: 3665.617188
	Iteration 10F: 3 clusters Score -9178543 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -9184452.000000 Penalty: 3665.617188
	Iteration 11F: 3 clusters Score -9184452 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -9189737.000000 Penalty: 3665.617188
	Iteration 12F: 3 clusters Score -9189737 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -9192580.000000 Penalty: 3665.617188
	Iteration 13Q: 3 clusters Score -9192580 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -9194034.000000 Penalty: 3665.617188
	Iteration 14Q: 3 clusters Score -9194034 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -9194725.000000 Penalty: 3665.617188
	Iteration 15Q: 3 clusters Score -9194725 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -9195078.000000 Penalty: 3665.617188
	Iteration 16Q: 3 clusters Score -9195078 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -9195270.000000 Penalty: 3665.617188
	Iteration 17Q: 3 clusters Score -9195270 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -9195399.000000 Penalty: 3665.617188
	Iteration 18Q: 3 clusters Score -9195399 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -9195485.000000 Penalty: 3665.617188
	Iteration 19Q: 3 clusters Score -9195485 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -9195524.000000 Penalty: 3665.617188
	Iteration 20F: 3 clusters Score -9195524 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -9195521.000000 Penalty: 3665.617188
	Iteration 21Q: 3 clusters Score -9195521 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -9195557.000000 Penalty: 3665.617188
	Iteration 22Q: 3 clusters Score -9195557 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -9195561.000000 Penalty: 3665.617188
	Iteration 23Q: 3 clusters Score -9195561 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -9195579.000000 Penalty: 3665.617188
	Iteration 24Q: 3 clusters Score -9195579 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -9195591.000000 Penalty: 3665.617188
	Iteration 25Q: 3 clusters Score -9195591 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -9195603.000000 Penalty: 3665.617188
	Iteration 26Q: 3 clusters Score -9195603 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -9195599.000000 Penalty: 3665.617188
	Iteration 27Q: 3 clusters Score -9195599 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -9195567.000000 Penalty: 3665.617188
	Iteration 28Q: 3 clusters Score -9195567 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -9195549.000000 Penalty: 3665.617188
	Iteration 29Q: 3 clusters Score -9195549 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -9195556.000000 Penalty: 3665.617188
	Iteration 30Q: 3 clusters Score -9195556 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -9195554.000000 Penalty: 3665.617188
	Iteration 31Q: 3 clusters Score -9195554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -9195551.000000 Penalty: 3665.617188
	Iteration 32Q: 3 clusters Score -9195551 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -9195542.000000 Penalty: 3665.617188
	Iteration 33Q: 3 clusters Score -9195542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -9195568.000000 Penalty: 3665.617188
	Iteration 34Q: 3 clusters Score -9195568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -9195573.000000 Penalty: 3665.617188
	Iteration 35Q: 3 clusters Score -9195573 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -9195568.000000 Penalty: 3665.617188
	Iteration 36Q: 3 clusters Score -9195568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -9195566.000000 Penalty: 3665.617188
	Iteration 37Q: 3 clusters Score -9195566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -9195561.000000 Penalty: 3665.617188
	Iteration 38Q: 3 clusters Score -9195561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -9195577.000000 Penalty: 3665.617188
	Iteration 39Q: 3 clusters Score -9195577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -9195578.000000 Penalty: 3665.617188
	Iteration 40F: 3 clusters Score -9195578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -9195590.000000 Penalty: 3665.617188
	Iteration 41Q: 3 clusters Score -9195590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -9195572.000000 Penalty: 3665.617188
	Iteration 42Q: 3 clusters Score -9195572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -9195586.000000 Penalty: 3665.617188
	Iteration 43Q: 3 clusters Score -9195586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -9195585.000000 Penalty: 3665.617188
	Iteration 44Q: 3 clusters Score -9195585 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -9195578.000000 Penalty: 3665.617188
	Iteration 45Q: 3 clusters Score -9195578 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -9195601.000000 Penalty: 3665.617188
	Iteration 46Q: 3 clusters Score -9195601 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -9195583.000000 Penalty: 3665.617188
	Iteration 47Q: 3 clusters Score -9195583 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -9195599.000000 Penalty: 3665.617188
	Iteration 48Q: 3 clusters Score -9195599 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -9195617.000000 Penalty: 3665.617188
	Iteration 49Q: 3 clusters Score -9195617 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -9195628.000000 Penalty: 3665.617188
	Iteration 50Q: 3 clusters Score -9195628 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -9195626.000000 Penalty: 3665.617188
	Iteration 51Q: 3 clusters Score -9195626 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -9195617.000000 Penalty: 3665.617188
	Iteration 52Q: 3 clusters Score -9195617 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -9195645.000000 Penalty: 3665.617188
	Iteration 53Q: 3 clusters Score -9195645 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -9195655.000000 Penalty: 3665.617188
	Iteration 54Q: 3 clusters Score -9195655 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -9195661.000000 Penalty: 3665.617188
	Iteration 55Q: 3 clusters Score -9195661 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -9195675.000000 Penalty: 3665.617188
	Iteration 56Q: 3 clusters Score -9195675 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -9195691.000000 Penalty: 3665.617188
	Iteration 57Q: 3 clusters Score -9195691 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -9195716.000000 Penalty: 3665.617188
	Iteration 58Q: 3 clusters Score -9195716 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -9195717.000000 Penalty: 3665.617188
	Iteration 59Q: 3 clusters Score -9195717 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -9195737.000000 Penalty: 3665.617188
	Iteration 60F: 3 clusters Score -9195737 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -9195747.000000 Penalty: 3665.617188
	Iteration 61Q: 3 clusters Score -9195747 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -9195756.000000 Penalty: 3665.617188
	Iteration 62Q: 3 clusters Score -9195756 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -9195758.000000 Penalty: 3665.617188
	Iteration 63Q: 3 clusters Score -9195758 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -9195736.000000 Penalty: 3665.617188
	Iteration 64Q: 3 clusters Score -9195736 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -9195709.000000 Penalty: 3665.617188
	Iteration 65Q: 3 clusters Score -9195709 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -9195749.000000 Penalty: 3665.617188
	Iteration 66Q: 3 clusters Score -9195749 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -9195744.000000 Penalty: 3665.617188
	Iteration 67Q: 3 clusters Score -9195744 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -9195737.000000 Penalty: 3665.617188
	Iteration 68Q: 3 clusters Score -9195737 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -9195753.000000 Penalty: 3665.617188
	Iteration 69Q: 3 clusters Score -9195753 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -9195764.000000 Penalty: 3665.617188
	Iteration 70Q: 3 clusters Score -9195764 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -9195771.000000 Penalty: 3665.617188
	Iteration 71Q: 3 clusters Score -9195771 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -9195767.000000 Penalty: 3665.617188
	Iteration 72Q: 3 clusters Score -9195767 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -9195772.000000 Penalty: 3665.617188
	Iteration 73Q: 3 clusters Score -9195772 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -9195755.000000 Penalty: 3665.617188
	Iteration 74Q: 3 clusters Score -9195755 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -9195735.000000 Penalty: 3665.617188
	Iteration 75Q: 3 clusters Score -9195735 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63291 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -9195741.000000 Penalty: 3665.617188
	Iteration 76Q: 3 clusters Score -9195741 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9195741 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -9195735.000000 Penalty: 3665.617188
	Iteration 78Q: 3 clusters Score -9195735 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -9195714.000000 Penalty: 3665.617188
	Iteration 79Q: 3 clusters Score -9195714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -9195740.000000 Penalty: 3665.617188
	Iteration 80F: 3 clusters Score -9195740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -9195751.000000 Penalty: 3665.617188
	Iteration 81Q: 3 clusters Score -9195751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -9195762.000000 Penalty: 3665.617188
	Iteration 82Q: 3 clusters Score -9195762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9195767 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -9195770.000000 Penalty: 3665.617188
	Iteration 84Q: 3 clusters Score -9195770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -9195766.000000 Penalty: 3665.617188
	Iteration 85Q: 3 clusters Score -9195766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -9195771.000000 Penalty: 3665.617188
	Iteration 86Q: 3 clusters Score -9195771 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -9195782.000000 Penalty: 3665.617188
	Iteration 87Q: 3 clusters Score -9195782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -9195785.000000 Penalty: 3665.617188
	Iteration 88Q: 3 clusters Score -9195785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64192 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -9195774.000000 Penalty: 3665.617188
	Iteration 89Q: 3 clusters Score -9195774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -9195787.000000 Penalty: 3665.617188
	Iteration 90Q: 3 clusters Score -9195787 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -9195777.000000 Penalty: 3665.617188
	Iteration 91Q: 3 clusters Score -9195777 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -9195780.000000 Penalty: 3665.617188
	Iteration 92Q: 3 clusters Score -9195780 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -9195791.000000 Penalty: 3665.617188
	Iteration 93Q: 3 clusters Score -9195791 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -9195796.000000 Penalty: 3665.617188
	Iteration 94Q: 3 clusters Score -9195796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9195798 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -9195793.000000 Penalty: 3665.617188
	Iteration 96Q: 3 clusters Score -9195793 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -9195789.000000 Penalty: 3665.617188
	Iteration 97Q: 3 clusters Score -9195789 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64877 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -9195802.000000 Penalty: 3665.617188
	Iteration 98Q: 3 clusters Score -9195802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -9195785.000000 Penalty: 3665.617188
	Iteration 99Q: 3 clusters Score -9195785 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -9195785.000000 Penalty: 3665.617188
	Iteration 100F: 3 clusters Score -9195785 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -9195810.000000 Penalty: 3665.617188
	Iteration 101Q: 3 clusters Score -9195810 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -9195808.000000 Penalty: 3665.617188
	Iteration 102Q: 3 clusters Score -9195808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -9195803.000000 Penalty: 3665.617188
	Iteration 103Q: 3 clusters Score -9195803 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65354 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -9195799.000000 Penalty: 3665.617188
	Iteration 104Q: 3 clusters Score -9195799 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -9195805.000000 Penalty: 3665.617188
	Iteration 105Q: 3 clusters Score -9195805 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -9195803.000000 Penalty: 3665.617188
	Iteration 106Q: 3 clusters Score -9195803 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -9195804.000000 Penalty: 3665.617188
	Iteration 107Q: 3 clusters Score -9195804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -9195806.000000 Penalty: 3665.617188
	Iteration 108Q: 3 clusters Score -9195806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -9195813.000000 Penalty: 3665.617188
	Iteration 109Q: 3 clusters Score -9195813 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -9195821.000000 Penalty: 3665.617188
	Iteration 110Q: 3 clusters Score -9195821 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9195821 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65870 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -9195827.000000 Penalty: 3665.617188
	Iteration 112Q: 3 clusters Score -9195827 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -9195833.000000 Penalty: 3665.617188
	Iteration 113Q: 3 clusters Score -9195833 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -9195834.000000 Penalty: 3665.617188
	Iteration 114Q: 3 clusters Score -9195834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -9195839.000000 Penalty: 3665.617188
	Iteration 115Q: 3 clusters Score -9195839 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -9195838.000000 Penalty: 3665.617188
	Iteration 116Q: 3 clusters Score -9195838 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66377 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9195838 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -9195847.000000 Penalty: 3665.617188
	Iteration 118Q: 3 clusters Score -9195847 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -9195864.000000 Penalty: 3665.617188
	Iteration 119Q: 3 clusters Score -9195864 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -9195884.000000 Penalty: 3665.617188
	Iteration 120F: 3 clusters Score -9195884 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -9195887.000000 Penalty: 3665.617188
	Iteration 121Q: 3 clusters Score -9195887 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66967 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9195896 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -9195866.000000 Penalty: 3665.617188
	Iteration 123Q: 3 clusters Score -9195866 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -9195875.000000 Penalty: 3665.617188
	Iteration 124Q: 3 clusters Score -9195875 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -9195902.000000 Penalty: 3665.617188
	Iteration 125Q: 3 clusters Score -9195902 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67335 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9195893 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67447 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -9195906.000000 Penalty: 3665.617188
	Iteration 127Q: 3 clusters Score -9195906 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67567 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -9195912.000000 Penalty: 3665.617188
	Iteration 128Q: 3 clusters Score -9195912 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -9195889.000000 Penalty: 3665.617188
	Iteration 129Q: 3 clusters Score -9195889 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9195875 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -9195882.000000 Penalty: 3665.617188
	Iteration 131Q: 3 clusters Score -9195882 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9195888 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67973 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9195882 nChanged 69
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Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9195888 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -9195897.000000 Penalty: 3665.617188
	Iteration 135Q: 3 clusters Score -9195897 nChanged 59
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Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9195889 nChanged 45
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Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -9195910.000000 Penalty: 3665.617188
	Iteration 137Q: 3 clusters Score -9195910 nChanged 43
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Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9195887 nChanged 44
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Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -9195914.000000 Penalty: 3665.617188
	Iteration 139Q: 3 clusters Score -9195914 nChanged 50
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Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -9195924.000000 Penalty: 3665.617188
	Iteration 140F: 3 clusters Score -9195924 nChanged 53
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Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -9195928.000000 Penalty: 3665.617188
	Iteration 141Q: 3 clusters Score -9195928 nChanged 48
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Mstep: Class 1 contains 68443 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -9195927.000000 Penalty: 3665.617188
	Iteration 142Q: 3 clusters Score -9195927 nChanged 53
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Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9195896 nChanged 49
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Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9195893 nChanged 51
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Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -9195904.000000 Penalty: 3665.617188
	Iteration 145Q: 3 clusters Score -9195904 nChanged 51
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Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9195894 nChanged 50
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Mstep: Class 1 contains 68697 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9195890 nChanged 57
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Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9195883 nChanged 57
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Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9195891 nChanged 55
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Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9195885 nChanged 39
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Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9195890 nChanged 29
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Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9195896 nChanged 33
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Mstep: Class 1 contains 68967 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -9195902.000000 Penalty: 3665.617188
	Iteration 153Q: 3 clusters Score -9195902 nChanged 28
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Mstep: Class 1 contains 68995 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9195896 nChanged 25
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Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -9195905.000000 Penalty: 3665.617188
	Iteration 155Q: 3 clusters Score -9195905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -9195901.000000 Penalty: 3665.617188
	Iteration 156Q: 3 clusters Score -9195901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -9195912.000000 Penalty: 3665.617188
	Iteration 157Q: 3 clusters Score -9195912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69061 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -9195906.000000 Penalty: 3665.617188
	Iteration 158Q: 3 clusters Score -9195906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -9195902.000000 Penalty: 3665.617188
	Iteration 159Q: 3 clusters Score -9195902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -9195911.000000 Penalty: 3665.617188
	Iteration 160F: 3 clusters Score -9195911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -9195906.000000 Penalty: 3665.617188
	Iteration 161Q: 3 clusters Score -9195906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69131 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -9195895.000000 Penalty: 3665.617188
	Iteration 162Q: 3 clusters Score -9195895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69148 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -9195897.000000 Penalty: 3665.617188
	Iteration 163Q: 3 clusters Score -9195897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -9195904.000000 Penalty: 3665.617188
	Iteration 164Q: 3 clusters Score -9195904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69194 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -9195904.000000 Penalty: 3665.617188
	Iteration 165Q: 3 clusters Score -9195904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -9195893.000000 Penalty: 3665.617188
	Iteration 166Q: 3 clusters Score -9195893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -9195898.000000 Penalty: 3665.617188
	Iteration 167Q: 3 clusters Score -9195898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -9195904.000000 Penalty: 3665.617188
	Iteration 168Q: 3 clusters Score -9195904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -9195913.000000 Penalty: 3665.617188
	Iteration 169Q: 3 clusters Score -9195913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -9195909.000000 Penalty: 3665.617188
	Iteration 170Q: 3 clusters Score -9195909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69316 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -9195902.000000 Penalty: 3665.617188
	Iteration 171Q: 3 clusters Score -9195902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -9195916.000000 Penalty: 3665.617188
	Iteration 172Q: 3 clusters Score -9195916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -9195912.000000 Penalty: 3665.617188
	Iteration 173Q: 3 clusters Score -9195912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -9195915.000000 Penalty: 3665.617188
	Iteration 174Q: 3 clusters Score -9195915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -9195905.000000 Penalty: 3665.617188
	Iteration 175Q: 3 clusters Score -9195905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -9195916.000000 Penalty: 3665.617188
	Iteration 176Q: 3 clusters Score -9195916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -9195915.000000 Penalty: 3665.617188
	Iteration 177Q: 3 clusters Score -9195915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -9195919.000000 Penalty: 3665.617188
	Iteration 178Q: 3 clusters Score -9195919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -9195919.000000 Penalty: 3665.617188
	Iteration 179Q: 3 clusters Score -9195919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -9195901.000000 Penalty: 3665.617188
	Iteration 180F: 3 clusters Score -9195901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -9195896.000000 Penalty: 3665.617188
	Iteration 181Q: 3 clusters Score -9195896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -9195901.000000 Penalty: 3665.617188
	Iteration 182Q: 3 clusters Score -9195901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69604 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -9195903.000000 Penalty: 3665.617188
	Iteration 183Q: 3 clusters Score -9195903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -9195906.000000 Penalty: 3665.617188
	Iteration 184Q: 3 clusters Score -9195906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -9195910.000000 Penalty: 3665.617188
	Iteration 185Q: 3 clusters Score -9195910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -9195904.000000 Penalty: 3665.617188
	Iteration 186Q: 3 clusters Score -9195904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69656 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -9195891.000000 Penalty: 3665.617188
	Iteration 187Q: 3 clusters Score -9195891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69676 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -9195906.000000 Penalty: 3665.617188
	Iteration 188Q: 3 clusters Score -9195906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -9195904.000000 Penalty: 3665.617188
	Iteration 189Q: 3 clusters Score -9195904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -9195911.000000 Penalty: 3665.617188
	Iteration 190Q: 3 clusters Score -9195911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -9195910.000000 Penalty: 3665.617188
	Iteration 191Q: 3 clusters Score -9195910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -9195909.000000 Penalty: 3665.617188
	Iteration 192Q: 3 clusters Score -9195909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -9195905.000000 Penalty: 3665.617188
	Iteration 193Q: 3 clusters Score -9195905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -9195909.000000 Penalty: 3665.617188
	Iteration 194Q: 3 clusters Score -9195909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -9195900.000000 Penalty: 3665.617188
	Iteration 195Q: 3 clusters Score -9195900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -9195900.000000 Penalty: 3665.617188
	Iteration 196Q: 3 clusters Score -9195900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -9195908.000000 Penalty: 3665.617188
	Iteration 197Q: 3 clusters Score -9195908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -9195920.000000 Penalty: 3665.617188
	Iteration 198Q: 3 clusters Score -9195920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -9195929.000000 Penalty: 3665.617188
	Iteration 199Q: 3 clusters Score -9195929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69782 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -9195914.000000 Penalty: 3665.617188
	Iteration 200F: 3 clusters Score -9195914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -9195910.000000 Penalty: 3665.617188
	Iteration 201Q: 3 clusters Score -9195910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69790 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -9195909.000000 Penalty: 3665.617188
	Iteration 202Q: 3 clusters Score -9195909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -9195905.000000 Penalty: 3665.617188
	Iteration 203Q: 3 clusters Score -9195905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -9195912.000000 Penalty: 3665.617188
	Iteration 204Q: 3 clusters Score -9195912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -9195906.000000 Penalty: 3665.617188
	Iteration 205Q: 3 clusters Score -9195906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -9195906.000000 Penalty: 3665.617188
	Iteration 206F: 3 clusters Score -9195906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86074 members 
Entering Unmasked Estep 
Score: -10049041.000000 Penalty: 1846.481445
	Iteration 0F: 2 clusters Score -1.004904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -9992354.000000 Penalty: 3692.962891
	Iteration 0F: 3 clusters Score -9992354 nChanged 40997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -10015977.000000 Penalty: 3692.962891
	Iteration 1F: 3 clusters Score -1.001598e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -10016455.000000 Penalty: 3692.962891
	Iteration 2Q: 3 clusters Score -1.001646e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -10017026.000000 Penalty: 3692.962891
	Iteration 3Q: 3 clusters Score -1.001703e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -10017622.000000 Penalty: 3692.962891
	Iteration 4Q: 3 clusters Score -1.001762e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -10018257.000000 Penalty: 3692.962891
	Iteration 5Q: 3 clusters Score -1.001826e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -10019121.000000 Penalty: 3692.962891
	Iteration 6Q: 3 clusters Score -1.001912e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -10020349.000000 Penalty: 3692.962891
	Iteration 7Q: 3 clusters Score -1.002035e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -10022454.000000 Penalty: 3692.962891
	Iteration 8Q: 3 clusters Score -1.002245e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -10025714.000000 Penalty: 3692.962891
	Iteration 9F: 3 clusters Score -1.002571e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -10029887.000000 Penalty: 3692.962891
	Iteration 10F: 3 clusters Score -1.002989e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -10033546.000000 Penalty: 3692.962891
	Iteration 11F: 3 clusters Score -1.003355e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 64365 members 
Entering Unmasked Estep 
Score: -10035651.000000 Penalty: 3692.962891
	Iteration 12Q: 3 clusters Score -1.003565e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 66305 members 
Entering Unmasked Estep 
Score: -10036828.000000 Penalty: 3692.962891
	Iteration 13Q: 3 clusters Score -1.003683e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -10037789.000000 Penalty: 3692.962891
	Iteration 14Q: 3 clusters Score -1.003779e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 70127 members 
Entering Unmasked Estep 
Score: -10038789.000000 Penalty: 3692.962891
	Iteration 15Q: 3 clusters Score -1.003879e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -10039631.000000 Penalty: 3692.962891
	Iteration 16Q: 3 clusters Score -1.003963e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -10040578.000000 Penalty: 3692.962891
	Iteration 17Q: 3 clusters Score -1.004058e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -10041598.000000 Penalty: 3692.962891
	Iteration 18Q: 3 clusters Score -1.00416e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -10042568.000000 Penalty: 3692.962891
	Iteration 19Q: 3 clusters Score -1.004257e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 77968 members 
Entering Unmasked Estep 
Score: -10043384.000000 Penalty: 3692.962891
	Iteration 20F: 3 clusters Score -1.004338e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -10044096.000000 Penalty: 3692.962891
	Iteration 21Q: 3 clusters Score -1.00441e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -10044831.000000 Penalty: 3692.962891
	Iteration 22Q: 3 clusters Score -1.004483e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 80854 members 
Entering Unmasked Estep 
Score: -10045418.000000 Penalty: 3692.962891
	Iteration 23Q: 3 clusters Score -1.004542e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 81580 members 
Entering Unmasked Estep 
Score: -10045894.000000 Penalty: 3692.962891
	Iteration 24Q: 3 clusters Score -1.004589e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
Score: -10046294.000000 Penalty: 3692.962891
	Iteration 25Q: 3 clusters Score -1.004629e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -10046524.000000 Penalty: 3692.962891
	Iteration 26Q: 3 clusters Score -1.004652e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 83191 members 
Entering Unmasked Estep 
Score: -10046660.000000 Penalty: 3692.962891
	Iteration 27Q: 3 clusters Score -1.004666e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -10046840.000000 Penalty: 3692.962891
	Iteration 28Q: 3 clusters Score -1.004684e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 83923 members 
Entering Unmasked Estep 
Score: -10046978.000000 Penalty: 3692.962891
	Iteration 29Q: 3 clusters Score -1.004698e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 84207 members 
Entering Unmasked Estep 
Score: -10047078.000000 Penalty: 3692.962891
	Iteration 30Q: 3 clusters Score -1.004708e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 84450 members 
Entering Unmasked Estep 
Score: -10047138.000000 Penalty: 3692.962891
	Iteration 31Q: 3 clusters Score -1.004714e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -10047221.000000 Penalty: 3692.962891
	Iteration 32Q: 3 clusters Score -1.004722e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 84809 members 
Entering Unmasked Estep 
Score: -10047289.000000 Penalty: 3692.962891
	Iteration 33Q: 3 clusters Score -1.004729e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
Score: -10047311.000000 Penalty: 3692.962891
	Iteration 34Q: 3 clusters Score -1.004731e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -10047323.000000 Penalty: 3692.962891
	Iteration 35Q: 3 clusters Score -1.004732e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -10047362.000000 Penalty: 3692.962891
	Iteration 36Q: 3 clusters Score -1.004736e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 85178 members 
Entering Unmasked Estep 
Score: -10047393.000000 Penalty: 3692.962891
	Iteration 37Q: 3 clusters Score -1.004739e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 85235 members 
Entering Unmasked Estep 
Score: -10047414.000000 Penalty: 3692.962891
	Iteration 38Q: 3 clusters Score -1.004741e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 85289 members 
Entering Unmasked Estep 
Score: -10047442.000000 Penalty: 3692.962891
	Iteration 39Q: 3 clusters Score -1.004744e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 85324 members 
Entering Unmasked Estep 
Score: -10047468.000000 Penalty: 3692.962891
	Iteration 40F: 3 clusters Score -1.004747e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 85351 members 
Entering Unmasked Estep 
Score: -10047480.000000 Penalty: 3692.962891
	Iteration 41Q: 3 clusters Score -1.004748e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 85381 members 
Entering Unmasked Estep 
Score: -10047485.000000 Penalty: 3692.962891
	Iteration 42Q: 3 clusters Score -1.004748e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 85406 members 
Entering Unmasked Estep 
Score: -10047506.000000 Penalty: 3692.962891
	Iteration 43Q: 3 clusters Score -1.004751e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
Score: -10047512.000000 Penalty: 3692.962891
	Iteration 44Q: 3 clusters Score -1.004751e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 85435 members 
Entering Unmasked Estep 
Score: -10047519.000000 Penalty: 3692.962891
	Iteration 45Q: 3 clusters Score -1.004752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 85448 members 
Entering Unmasked Estep 
Score: -10047534.000000 Penalty: 3692.962891
	Iteration 46Q: 3 clusters Score -1.004753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 85457 members 
Entering Unmasked Estep 
Score: -10047539.000000 Penalty: 3692.962891
	Iteration 47Q: 3 clusters Score -1.004754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 85462 members 
Entering Unmasked Estep 
Score: -10047539.000000 Penalty: 3692.962891
	Iteration 48Q: 3 clusters Score -1.004754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 85464 members 
Entering Unmasked Estep 
Score: -10047541.000000 Penalty: 3692.962891
	Iteration 49Q: 3 clusters Score -1.004754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 85467 members 
Entering Unmasked Estep 
Score: -10047544.000000 Penalty: 3692.962891
	Iteration 50Q: 3 clusters Score -1.004754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -10047544.000000 Penalty: 3692.962891
	Iteration 51Q: 3 clusters Score -1.004754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 85473 members 
Entering Unmasked Estep 
Score: -10047548.000000 Penalty: 3692.962891
	Iteration 52Q: 3 clusters Score -1.004755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 85475 members 
Entering Unmasked Estep 
Score: -10047550.000000 Penalty: 3692.962891
	Iteration 53Q: 3 clusters Score -1.004755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 85480 members 
Entering Unmasked Estep 
Score: -10047554.000000 Penalty: 3692.962891
	Iteration 54Q: 3 clusters Score -1.004755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 85484 members 
Entering Unmasked Estep 
Score: -10047564.000000 Penalty: 3692.962891
	Iteration 55Q: 3 clusters Score -1.004756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -10047561.000000 Penalty: 3692.962891
	Iteration 56Q: 3 clusters Score -1.004756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
Score: -10047567.000000 Penalty: 3692.962891
	Iteration 57Q: 3 clusters Score -1.004757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -10047568.000000 Penalty: 3692.962891
	Iteration 58Q: 3 clusters Score -1.004757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -10047576.000000 Penalty: 3692.962891
	Iteration 59Q: 3 clusters Score -1.004758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 85498 members 
Entering Unmasked Estep 
Score: -10047569.000000 Penalty: 3692.962891
	Iteration 60F: 3 clusters Score -1.004757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -10047568.000000 Penalty: 3692.962891
	Iteration 61Q: 3 clusters Score -1.004757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -10047571.000000 Penalty: 3692.962891
	Iteration 62Q: 3 clusters Score -1.004757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 85508 members 
Entering Unmasked Estep 
Score: -10047568.000000 Penalty: 3692.962891
	Iteration 63Q: 3 clusters Score -1.004757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 85508 members 
Entering Unmasked Estep 
Score: -10047568.000000 Penalty: 3692.962891
	Iteration 64F: 3 clusters Score -1.004757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Entering Unmasked Estep 
Score: -1498923.250000 Penalty: 1538.587891
	Iteration 0F: 2 clusters Score -1498923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1489834.625000 Penalty: 3077.175781
	Iteration 0F: 3 clusters Score -1489835 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1492929.750000 Penalty: 3077.175781
	Iteration 1F: 3 clusters Score -1492930 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1493449.500000 Penalty: 3077.175781
	Iteration 2F: 3 clusters Score -1493450 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1494122.125000 Penalty: 3077.175781
	Iteration 3F: 3 clusters Score -1494122 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1495043.625000 Penalty: 3077.175781
	Iteration 4F: 3 clusters Score -1495044 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1496077.250000 Penalty: 3077.175781
	Iteration 5F: 3 clusters Score -1496077 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1497006.000000 Penalty: 3077.175781
	Iteration 6F: 3 clusters Score -1497006 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1497677.500000 Penalty: 3077.175781
	Iteration 7F: 3 clusters Score -1497678 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1498024.375000 Penalty: 3077.175781
	Iteration 8Q: 3 clusters Score -1498024 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1498214.375000 Penalty: 3077.175781
	Iteration 9Q: 3 clusters Score -1498214 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1498296.000000 Penalty: 3077.175781
	Iteration 10Q: 3 clusters Score -1498296 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1498335.125000 Penalty: 3077.175781
	Iteration 11Q: 3 clusters Score -1498335 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1498353.625000 Penalty: 3077.175781
	Iteration 12Q: 3 clusters Score -1498354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1498359.000000 Penalty: 3077.175781
	Iteration 13Q: 3 clusters Score -1498359 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1498370.500000 Penalty: 3077.175781
	Iteration 14Q: 3 clusters Score -1498370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1498376.750000 Penalty: 3077.175781
	Iteration 15Q: 3 clusters Score -1498377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1498382.500000 Penalty: 3077.175781
	Iteration 16Q: 3 clusters Score -1498382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1498383.125000 Penalty: 3077.175781
	Iteration 17Q: 3 clusters Score -1498383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1498382.875000 Penalty: 3077.175781
	Iteration 18Q: 3 clusters Score -1498383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1498381.875000 Penalty: 3077.175781
	Iteration 19Q: 3 clusters Score -1498382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1498384.750000 Penalty: 3077.175781
	Iteration 20F: 3 clusters Score -1498385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1498387.375000 Penalty: 3077.175781
	Iteration 21Q: 3 clusters Score -1498387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1498385.000000 Penalty: 3077.175781
	Iteration 22Q: 3 clusters Score -1498385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1498385.625000 Penalty: 3077.175781
	Iteration 23Q: 3 clusters Score -1498386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1498387.500000 Penalty: 3077.175781
	Iteration 24Q: 3 clusters Score -1498388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1498387.625000 Penalty: 3077.175781
	Iteration 25Q: 3 clusters Score -1498388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1498387.625000 Penalty: 3077.175781
	Iteration 26F: 3 clusters Score -1498388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Entering Unmasked Estep 
Score: -1135659.750000 Penalty: 1495.358765
	Iteration 0F: 2 clusters Score -1135660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1128604.250000 Penalty: 2990.717529
	Iteration 0F: 3 clusters Score -1128604 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1130786.750000 Penalty: 2990.717529
	Iteration 1F: 3 clusters Score -1130787 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1131008.750000 Penalty: 2990.717529
	Iteration 2F: 3 clusters Score -1131009 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1131202.500000 Penalty: 2990.717529
	Iteration 3Q: 3 clusters Score -1131202 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1131371.125000 Penalty: 2990.717529
	Iteration 4Q: 3 clusters Score -1131371 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1131514.500000 Penalty: 2990.717529
	Iteration 5Q: 3 clusters Score -1131514 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1131717.750000 Penalty: 2990.717529
	Iteration 6Q: 3 clusters Score -1131718 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1131970.875000 Penalty: 2990.717529
	Iteration 7Q: 3 clusters Score -1131971 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1132296.375000 Penalty: 2990.717529
	Iteration 8Q: 3 clusters Score -1132296 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1132700.125000 Penalty: 2990.717529
	Iteration 9Q: 3 clusters Score -1132700 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1133071.625000 Penalty: 2990.717529
	Iteration 10Q: 3 clusters Score -1133072 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1133371.625000 Penalty: 2990.717529
	Iteration 11Q: 3 clusters Score -1133372 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1133601.000000 Penalty: 2990.717529
	Iteration 12Q: 3 clusters Score -1133601 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1133742.750000 Penalty: 2990.717529
	Iteration 13Q: 3 clusters Score -1133743 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1133845.000000 Penalty: 2990.717529
	Iteration 14Q: 3 clusters Score -1133845 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1133921.625000 Penalty: 2990.717529
	Iteration 15Q: 3 clusters Score -1133922 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1133984.125000 Penalty: 2990.717529
	Iteration 16Q: 3 clusters Score -1133984 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1134036.625000 Penalty: 2990.717529
	Iteration 17Q: 3 clusters Score -1134037 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1134057.250000 Penalty: 2990.717529
	Iteration 18Q: 3 clusters Score -1134057 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1134081.375000 Penalty: 2990.717529
	Iteration 19Q: 3 clusters Score -1134081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1134093.625000 Penalty: 2990.717529
	Iteration 20F: 3 clusters Score -1134094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1134108.375000 Penalty: 2990.717529
	Iteration 21Q: 3 clusters Score -1134108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1134120.000000 Penalty: 2990.717529
	Iteration 22Q: 3 clusters Score -1134120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1134137.000000 Penalty: 2990.717529
	Iteration 23Q: 3 clusters Score -1134137 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1134153.125000 Penalty: 2990.717529
	Iteration 24Q: 3 clusters Score -1134153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1134161.125000 Penalty: 2990.717529
	Iteration 25Q: 3 clusters Score -1134161 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1134175.125000 Penalty: 2990.717529
	Iteration 26Q: 3 clusters Score -1134175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1134177.375000 Penalty: 2990.717529
	Iteration 27Q: 3 clusters Score -1134177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1134183.875000 Penalty: 2990.717529
	Iteration 28Q: 3 clusters Score -1134184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1134192.000000 Penalty: 2990.717529
	Iteration 29Q: 3 clusters Score -1134192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1134198.125000 Penalty: 2990.717529
	Iteration 30Q: 3 clusters Score -1134198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1134204.250000 Penalty: 2990.717529
	Iteration 31Q: 3 clusters Score -1134204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1134206.500000 Penalty: 2990.717529
	Iteration 32Q: 3 clusters Score -1134206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1134211.750000 Penalty: 2990.717529
	Iteration 33Q: 3 clusters Score -1134212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1134214.625000 Penalty: 2990.717529
	Iteration 34Q: 3 clusters Score -1134215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1134220.000000 Penalty: 2990.717529
	Iteration 35Q: 3 clusters Score -1134220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1134224.000000 Penalty: 2990.717529
	Iteration 36Q: 3 clusters Score -1134224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1134225.125000 Penalty: 2990.717529
	Iteration 37Q: 3 clusters Score -1134225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1134226.875000 Penalty: 2990.717529
	Iteration 38Q: 3 clusters Score -1134227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1134227.875000 Penalty: 2990.717529
	Iteration 39Q: 3 clusters Score -1134228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1134229.750000 Penalty: 2990.717529
	Iteration 40F: 3 clusters Score -1134230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1134229.375000 Penalty: 2990.717529
	Iteration 41Q: 3 clusters Score -1134229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1134228.500000 Penalty: 2990.717529
	Iteration 42Q: 3 clusters Score -1134228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1134229.250000 Penalty: 2990.717529
	Iteration 43Q: 3 clusters Score -1134229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1134229.250000 Penalty: 2990.717529
	Iteration 44Q: 3 clusters Score -1134229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1134231.750000 Penalty: 2990.717529
	Iteration 45Q: 3 clusters Score -1134232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1134231.375000 Penalty: 2990.717529
	Iteration 46Q: 3 clusters Score -1134231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1134234.375000 Penalty: 2990.717529
	Iteration 47Q: 3 clusters Score -1134234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1134234.000000 Penalty: 2990.717529
	Iteration 48Q: 3 clusters Score -1134234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1134234.625000 Penalty: 2990.717529
	Iteration 49Q: 3 clusters Score -1134235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1134236.500000 Penalty: 2990.717529
	Iteration 50Q: 3 clusters Score -1134236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1134235.750000 Penalty: 2990.717529
	Iteration 51Q: 3 clusters Score -1134236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1134233.625000 Penalty: 2990.717529
	Iteration 52Q: 3 clusters Score -1134234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1134235.375000 Penalty: 2990.717529
	Iteration 53Q: 3 clusters Score -1134235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1134236.250000 Penalty: 2990.717529
	Iteration 54Q: 3 clusters Score -1134236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1134235.125000 Penalty: 2990.717529
	Iteration 55Q: 3 clusters Score -1134235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1134235.375000 Penalty: 2990.717529
	Iteration 56Q: 3 clusters Score -1134235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1134239.500000 Penalty: 2990.717529
	Iteration 57Q: 3 clusters Score -1134240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1134239.375000 Penalty: 2990.717529
	Iteration 58Q: 3 clusters Score -1134239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1134236.750000 Penalty: 2990.717529
	Iteration 59Q: 3 clusters Score -1134237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1134237.500000 Penalty: 2990.717529
	Iteration 60F: 3 clusters Score -1134238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1134238.000000 Penalty: 2990.717529
	Iteration 61Q: 3 clusters Score -1134238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1134237.375000 Penalty: 2990.717529
	Iteration 62Q: 3 clusters Score -1134237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1134239.250000 Penalty: 2990.717529
	Iteration 63Q: 3 clusters Score -1134239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1134240.375000 Penalty: 2990.717529
	Iteration 64Q: 3 clusters Score -1134240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1134240.000000 Penalty: 2990.717529
	Iteration 65Q: 3 clusters Score -1134240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1134241.375000 Penalty: 2990.717529
	Iteration 66Q: 3 clusters Score -1134241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1134242.625000 Penalty: 2990.717529
	Iteration 67Q: 3 clusters Score -1134243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1134245.375000 Penalty: 2990.717529
	Iteration 68Q: 3 clusters Score -1134245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1134249.125000 Penalty: 2990.717529
	Iteration 69Q: 3 clusters Score -1134249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1134249.625000 Penalty: 2990.717529
	Iteration 70Q: 3 clusters Score -1134250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1134252.750000 Penalty: 2990.717529
	Iteration 71Q: 3 clusters Score -1134253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1134253.875000 Penalty: 2990.717529
	Iteration 72Q: 3 clusters Score -1134254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1134255.250000 Penalty: 2990.717529
	Iteration 73Q: 3 clusters Score -1134255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1134256.250000 Penalty: 2990.717529
	Iteration 74Q: 3 clusters Score -1134256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1134256.875000 Penalty: 2990.717529
	Iteration 75Q: 3 clusters Score -1134257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1134258.625000 Penalty: 2990.717529
	Iteration 76Q: 3 clusters Score -1134259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1134256.875000 Penalty: 2990.717529
	Iteration 77Q: 3 clusters Score -1134257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1134260.250000 Penalty: 2990.717529
	Iteration 78Q: 3 clusters Score -1134260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1134262.375000 Penalty: 2990.717529
	Iteration 79Q: 3 clusters Score -1134262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1134263.250000 Penalty: 2990.717529
	Iteration 80F: 3 clusters Score -1134263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1134266.750000 Penalty: 2990.717529
	Iteration 81Q: 3 clusters Score -1134267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1134266.750000 Penalty: 2990.717529
	Iteration 82Q: 3 clusters Score -1134267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1134267.500000 Penalty: 2990.717529
	Iteration 83Q: 3 clusters Score -1134268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1134269.875000 Penalty: 2990.717529
	Iteration 84Q: 3 clusters Score -1134270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1134270.500000 Penalty: 2990.717529
	Iteration 85Q: 3 clusters Score -1134270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1134273.125000 Penalty: 2990.717529
	Iteration 86Q: 3 clusters Score -1134273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1134274.375000 Penalty: 2990.717529
	Iteration 87Q: 3 clusters Score -1134274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1134278.625000 Penalty: 2990.717529
	Iteration 88Q: 3 clusters Score -1134279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1134279.750000 Penalty: 2990.717529
	Iteration 89Q: 3 clusters Score -1134280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1134277.500000 Penalty: 2990.717529
	Iteration 90Q: 3 clusters Score -1134278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1134280.000000 Penalty: 2990.717529
	Iteration 91Q: 3 clusters Score -1134280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1134282.125000 Penalty: 2990.717529
	Iteration 92Q: 3 clusters Score -1134282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1134282.125000 Penalty: 2990.717529
	Iteration 93Q: 3 clusters Score -1134282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1134286.000000 Penalty: 2990.717529
	Iteration 94Q: 3 clusters Score -1134286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1134288.625000 Penalty: 2990.717529
	Iteration 95Q: 3 clusters Score -1134289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1134288.125000 Penalty: 2990.717529
	Iteration 96Q: 3 clusters Score -1134288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1134292.125000 Penalty: 2990.717529
	Iteration 97Q: 3 clusters Score -1134292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1134293.125000 Penalty: 2990.717529
	Iteration 98Q: 3 clusters Score -1134293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1134294.125000 Penalty: 2990.717529
	Iteration 99Q: 3 clusters Score -1134294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1134294.750000 Penalty: 2990.717529
	Iteration 100F: 3 clusters Score -1134295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1134295.625000 Penalty: 2990.717529
	Iteration 101Q: 3 clusters Score -1134296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1134297.625000 Penalty: 2990.717529
	Iteration 102Q: 3 clusters Score -1134298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1134299.125000 Penalty: 2990.717529
	Iteration 103Q: 3 clusters Score -1134299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1134299.250000 Penalty: 2990.717529
	Iteration 104Q: 3 clusters Score -1134299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1134297.875000 Penalty: 2990.717529
	Iteration 105Q: 3 clusters Score -1134298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1134299.500000 Penalty: 2990.717529
	Iteration 106Q: 3 clusters Score -1134300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1134299.500000 Penalty: 2990.717529
	Iteration 107F: 3 clusters Score -1134300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Entering Unmasked Estep 
Score: -1728491.125000 Penalty: 1568.639404
	Iteration 0F: 2 clusters Score -1728491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1717779.000000 Penalty: 3137.278809
	Iteration 0F: 3 clusters Score -1717779 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1721358.250000 Penalty: 3137.278809
	Iteration 1F: 3 clusters Score -1721358 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1721652.125000 Penalty: 3137.278809
	Iteration 2F: 3 clusters Score -1721652 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1721922.125000 Penalty: 3137.278809
	Iteration 3Q: 3 clusters Score -1721922 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1722196.500000 Penalty: 3137.278809
	Iteration 4Q: 3 clusters Score -1722196 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1722471.875000 Penalty: 3137.278809
	Iteration 5Q: 3 clusters Score -1722472 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1722768.875000 Penalty: 3137.278809
	Iteration 6Q: 3 clusters Score -1722769 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1723155.500000 Penalty: 3137.278809
	Iteration 7Q: 3 clusters Score -1723156 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1723629.500000 Penalty: 3137.278809
	Iteration 8Q: 3 clusters Score -1723630 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1724192.375000 Penalty: 3137.278809
	Iteration 9F: 3 clusters Score -1724192 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1724827.500000 Penalty: 3137.278809
	Iteration 10Q: 3 clusters Score -1724828 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1725431.250000 Penalty: 3137.278809
	Iteration 11Q: 3 clusters Score -1725431 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1725909.125000 Penalty: 3137.278809
	Iteration 12Q: 3 clusters Score -1725909 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1726250.500000 Penalty: 3137.278809
	Iteration 13Q: 3 clusters Score -1726250 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1726495.750000 Penalty: 3137.278809
	Iteration 14Q: 3 clusters Score -1726496 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1726686.750000 Penalty: 3137.278809
	Iteration 15Q: 3 clusters Score -1726687 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1726849.500000 Penalty: 3137.278809
	Iteration 16Q: 3 clusters Score -1726850 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1726943.875000 Penalty: 3137.278809
	Iteration 17Q: 3 clusters Score -1726944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1727017.000000 Penalty: 3137.278809
	Iteration 18Q: 3 clusters Score -1727017 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1727064.250000 Penalty: 3137.278809
	Iteration 19Q: 3 clusters Score -1727064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1727091.875000 Penalty: 3137.278809
	Iteration 20F: 3 clusters Score -1727092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1727109.250000 Penalty: 3137.278809
	Iteration 21Q: 3 clusters Score -1727109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1727123.125000 Penalty: 3137.278809
	Iteration 22Q: 3 clusters Score -1727123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1727130.125000 Penalty: 3137.278809
	Iteration 23Q: 3 clusters Score -1727130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1727140.625000 Penalty: 3137.278809
	Iteration 24Q: 3 clusters Score -1727141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1727148.000000 Penalty: 3137.278809
	Iteration 25Q: 3 clusters Score -1727148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1727154.250000 Penalty: 3137.278809
	Iteration 26Q: 3 clusters Score -1727154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1727158.375000 Penalty: 3137.278809
	Iteration 27Q: 3 clusters Score -1727158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1727157.875000 Penalty: 3137.278809
	Iteration 28Q: 3 clusters Score -1727158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1727157.875000 Penalty: 3137.278809
	Iteration 29F: 3 clusters Score -1727158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (84170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84170 members 
Entering Unmasked Estep 
Score: -9770619.000000 Penalty: 1842.846558
	Iteration 0F: 2 clusters Score -9770619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -9715068.000000 Penalty: 3685.693115
	Iteration 0F: 3 clusters Score -9715068 nChanged 39969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -9737519.000000 Penalty: 3685.693115
	Iteration 1F: 3 clusters Score -9737519 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -9737806.000000 Penalty: 3685.693115
	Iteration 2Q: 3 clusters Score -9737806 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -9738166.000000 Penalty: 3685.693115
	Iteration 3Q: 3 clusters Score -9738166 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -9738586.000000 Penalty: 3685.693115
	Iteration 4Q: 3 clusters Score -9738586 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -9738957.000000 Penalty: 3685.693115
	Iteration 5Q: 3 clusters Score -9738957 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -9739414.000000 Penalty: 3685.693115
	Iteration 6Q: 3 clusters Score -9739414 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -9740016.000000 Penalty: 3685.693115
	Iteration 7Q: 3 clusters Score -9740016 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -9740842.000000 Penalty: 3685.693115
	Iteration 8Q: 3 clusters Score -9740842 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -9742253.000000 Penalty: 3685.693115
	Iteration 9Q: 3 clusters Score -9742253 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -9744688.000000 Penalty: 3685.693115
	Iteration 10Q: 3 clusters Score -9744688 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -9748674.000000 Penalty: 3685.693115
	Iteration 11F: 3 clusters Score -9748674 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -9753868.000000 Penalty: 3685.693115
	Iteration 12F: 3 clusters Score -9753868 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -9758729.000000 Penalty: 3685.693115
	Iteration 13F: 3 clusters Score -9758729 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71651 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -9762246.000000 Penalty: 3685.693115
	Iteration 14Q: 3 clusters Score -9762246 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -9764350.000000 Penalty: 3685.693115
	Iteration 15Q: 3 clusters Score -9764350 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74644 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -9765551.000000 Penalty: 3685.693115
	Iteration 16Q: 3 clusters Score -9765551 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75627 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -9766288.000000 Penalty: 3685.693115
	Iteration 17Q: 3 clusters Score -9766288 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76448 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -9766746.000000 Penalty: 3685.693115
	Iteration 18Q: 3 clusters Score -9766746 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -9767136.000000 Penalty: 3685.693115
	Iteration 19Q: 3 clusters Score -9767136 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77825 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -9767375.000000 Penalty: 3685.693115
	Iteration 20F: 3 clusters Score -9767375 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -9767546.000000 Penalty: 3685.693115
	Iteration 21Q: 3 clusters Score -9767546 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -9767724.000000 Penalty: 3685.693115
	Iteration 22Q: 3 clusters Score -9767724 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -9767907.000000 Penalty: 3685.693115
	Iteration 23Q: 3 clusters Score -9767907 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -9768071.000000 Penalty: 3685.693115
	Iteration 24Q: 3 clusters Score -9768071 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -9768173.000000 Penalty: 3685.693115
	Iteration 25Q: 3 clusters Score -9768173 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -9768313.000000 Penalty: 3685.693115
	Iteration 26Q: 3 clusters Score -9768313 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -9768429.000000 Penalty: 3685.693115
	Iteration 27Q: 3 clusters Score -9768429 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81437 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -9768539.000000 Penalty: 3685.693115
	Iteration 28Q: 3 clusters Score -9768539 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -9768589.000000 Penalty: 3685.693115
	Iteration 29Q: 3 clusters Score -9768589 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -9768661.000000 Penalty: 3685.693115
	Iteration 30Q: 3 clusters Score -9768661 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9768711.000000 Penalty: 3685.693115
	Iteration 31Q: 3 clusters Score -9768711 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -9768750.000000 Penalty: 3685.693115
	Iteration 32Q: 3 clusters Score -9768750 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82422 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -9768808.000000 Penalty: 3685.693115
	Iteration 33Q: 3 clusters Score -9768808 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9768846.000000 Penalty: 3685.693115
	Iteration 34Q: 3 clusters Score -9768846 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9768866.000000 Penalty: 3685.693115
	Iteration 35Q: 3 clusters Score -9768866 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9768905.000000 Penalty: 3685.693115
	Iteration 36Q: 3 clusters Score -9768905 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82824 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -9768926.000000 Penalty: 3685.693115
	Iteration 37Q: 3 clusters Score -9768926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82886 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9768940.000000 Penalty: 3685.693115
	Iteration 38Q: 3 clusters Score -9768940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82946 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9768959.000000 Penalty: 3685.693115
	Iteration 39Q: 3 clusters Score -9768959 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83003 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9768975.000000 Penalty: 3685.693115
	Iteration 40F: 3 clusters Score -9768975 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83058 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9769002.000000 Penalty: 3685.693115
	Iteration 41Q: 3 clusters Score -9769002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9769025.000000 Penalty: 3685.693115
	Iteration 42Q: 3 clusters Score -9769025 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -9769041.000000 Penalty: 3685.693115
	Iteration 43Q: 3 clusters Score -9769041 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83184 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9769043.000000 Penalty: 3685.693115
	Iteration 44Q: 3 clusters Score -9769043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9769064.000000 Penalty: 3685.693115
	Iteration 45Q: 3 clusters Score -9769064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9769070.000000 Penalty: 3685.693115
	Iteration 46Q: 3 clusters Score -9769070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9769080.000000 Penalty: 3685.693115
	Iteration 47Q: 3 clusters Score -9769080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83284 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9769097.000000 Penalty: 3685.693115
	Iteration 48Q: 3 clusters Score -9769097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83302 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9769103.000000 Penalty: 3685.693115
	Iteration 49Q: 3 clusters Score -9769103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9769112.000000 Penalty: 3685.693115
	Iteration 50Q: 3 clusters Score -9769112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83330 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9769113.000000 Penalty: 3685.693115
	Iteration 51Q: 3 clusters Score -9769113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9769111.000000 Penalty: 3685.693115
	Iteration 52Q: 3 clusters Score -9769111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83341 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9769108.000000 Penalty: 3685.693115
	Iteration 53Q: 3 clusters Score -9769108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83347 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9769109.000000 Penalty: 3685.693115
	Iteration 54Q: 3 clusters Score -9769109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83355 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9769106.000000 Penalty: 3685.693115
	Iteration 55Q: 3 clusters Score -9769106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83363 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9769108.000000 Penalty: 3685.693115
	Iteration 56Q: 3 clusters Score -9769108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83367 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9769113.000000 Penalty: 3685.693115
	Iteration 57Q: 3 clusters Score -9769113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83370 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9769108.000000 Penalty: 3685.693115
	Iteration 58Q: 3 clusters Score -9769108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9769111.000000 Penalty: 3685.693115
	Iteration 59Q: 3 clusters Score -9769111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9769117.000000 Penalty: 3685.693115
	Iteration 60F: 3 clusters Score -9769117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83385 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9769124.000000 Penalty: 3685.693115
	Iteration 61Q: 3 clusters Score -9769124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83385 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9769126.000000 Penalty: 3685.693115
	Iteration 62Q: 3 clusters Score -9769126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9769137.000000 Penalty: 3685.693115
	Iteration 63Q: 3 clusters Score -9769137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83385 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9769132.000000 Penalty: 3685.693115
	Iteration 64Q: 3 clusters Score -9769132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83384 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9769134.000000 Penalty: 3685.693115
	Iteration 65Q: 3 clusters Score -9769134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83384 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9769134.000000 Penalty: 3685.693115
	Iteration 66F: 3 clusters Score -9769134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -444678.375000 Penalty: 1344.790039
	Iteration 0F: 2 clusters Score -444678.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -441351.875000 Penalty: 2689.580078
	Iteration 0F: 3 clusters Score -441351.9 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -442185.062500 Penalty: 2689.580078
	Iteration 1F: 3 clusters Score -442185.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -442402.125000 Penalty: 2689.580078
	Iteration 2F: 3 clusters Score -442402.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -442612.875000 Penalty: 2689.580078
	Iteration 3F: 3 clusters Score -442612.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -442862.125000 Penalty: 2689.580078
	Iteration 4F: 3 clusters Score -442862.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -443105.031250 Penalty: 2689.580078
	Iteration 5F: 3 clusters Score -443105 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -443328.031250 Penalty: 2689.580078
	Iteration 6F: 3 clusters Score -443328 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -443475.125000 Penalty: 2689.580078
	Iteration 7Q: 3 clusters Score -443475.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -443575.000000 Penalty: 2689.580078
	Iteration 8Q: 3 clusters Score -443575 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -443647.468750 Penalty: 2689.580078
	Iteration 9Q: 3 clusters Score -443647.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -443687.093750 Penalty: 2689.580078
	Iteration 10Q: 3 clusters Score -443687.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -443716.937500 Penalty: 2689.580078
	Iteration 11Q: 3 clusters Score -443716.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -443744.250000 Penalty: 2689.580078
	Iteration 12Q: 3 clusters Score -443744.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -443768.562500 Penalty: 2689.580078
	Iteration 13Q: 3 clusters Score -443768.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -443786.343750 Penalty: 2689.580078
	Iteration 14Q: 3 clusters Score -443786.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -443804.250000 Penalty: 2689.580078
	Iteration 15Q: 3 clusters Score -443804.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -443817.687500 Penalty: 2689.580078
	Iteration 16Q: 3 clusters Score -443817.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -443827.187500 Penalty: 2689.580078
	Iteration 17Q: 3 clusters Score -443827.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -443839.937500 Penalty: 2689.580078
	Iteration 18Q: 3 clusters Score -443839.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -443846.468750 Penalty: 2689.580078
	Iteration 19Q: 3 clusters Score -443846.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -443854.156250 Penalty: 2689.580078
	Iteration 20F: 3 clusters Score -443854.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -443859.125000 Penalty: 2689.580078
	Iteration 21Q: 3 clusters Score -443859.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -443863.687500 Penalty: 2689.580078
	Iteration 22Q: 3 clusters Score -443863.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -443868.156250 Penalty: 2689.580078
	Iteration 23Q: 3 clusters Score -443868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -443871.625000 Penalty: 2689.580078
	Iteration 24Q: 3 clusters Score -443871.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -443874.406250 Penalty: 2689.580078
	Iteration 25Q: 3 clusters Score -443874.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -443876.343750 Penalty: 2689.580078
	Iteration 26Q: 3 clusters Score -443876.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -443879.218750 Penalty: 2689.580078
	Iteration 27Q: 3 clusters Score -443879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -443880.187500 Penalty: 2689.580078
	Iteration 28Q: 3 clusters Score -443880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -443880.281250 Penalty: 2689.580078
	Iteration 29Q: 3 clusters Score -443880.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -443880.281250 Penalty: 2689.580078
	Iteration 30F: 3 clusters Score -443880.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (176014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176014 members 
Entering Unmasked Estep 
Score: -19937750.000000 Penalty: 1962.726807
	Iteration 0F: 2 clusters Score -1.993775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -19831628.000000 Penalty: 3925.453613
	Iteration 0F: 3 clusters Score -1.983163e+07 nChanged 85103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86460 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -19880832.000000 Penalty: 3925.453613
	Iteration 1F: 3 clusters Score -1.988083e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 89847 members 
Entering Unmasked Estep 
Score: -19881564.000000 Penalty: 3925.453613
	Iteration 2Q: 3 clusters Score -1.988156e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 90271 members 
Entering Unmasked Estep 
Score: -19882570.000000 Penalty: 3925.453613
	Iteration 3Q: 3 clusters Score -1.988257e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85176 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -19883798.000000 Penalty: 3925.453613
	Iteration 4Q: 3 clusters Score -1.98838e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84560 members 
Mstep: Class 2 contains 91454 members 
Entering Unmasked Estep 
Score: -19885662.000000 Penalty: 3925.453613
	Iteration 5Q: 3 clusters Score -1.988566e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 91981 members 
Entering Unmasked Estep 
Score: -19888706.000000 Penalty: 3925.453613
	Iteration 6Q: 3 clusters Score -1.988871e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 92412 members 
Entering Unmasked Estep 
Score: -19894074.000000 Penalty: 3925.453613
	Iteration 7F: 3 clusters Score -1.989407e+07 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 92430 members 
Entering Unmasked Estep 
Score: -19902748.000000 Penalty: 3925.453613
	Iteration 8F: 3 clusters Score -1.990275e+07 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83921 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -19912290.000000 Penalty: 3925.453613
	Iteration 9F: 3 clusters Score -1.991229e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84561 members 
Mstep: Class 2 contains 91453 members 
Entering Unmasked Estep 
Score: -19917076.000000 Penalty: 3925.453613
	Iteration 10F: 3 clusters Score -1.991708e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85263 members 
Mstep: Class 2 contains 90751 members 
Entering Unmasked Estep 
Score: -19918532.000000 Penalty: 3925.453613
	Iteration 11Q: 3 clusters Score -1.991853e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -19918838.000000 Penalty: 3925.453613
	Iteration 12Q: 3 clusters Score -1.991884e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 89341 members 
Entering Unmasked Estep 
Score: -19919068.000000 Penalty: 3925.453613
	Iteration 13Q: 3 clusters Score -1.991907e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -19919214.000000 Penalty: 3925.453613
	Iteration 14Q: 3 clusters Score -1.991921e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88488 members 
Mstep: Class 2 contains 87526 members 
Entering Unmasked Estep 
Score: -19919452.000000 Penalty: 3925.453613
	Iteration 15Q: 3 clusters Score -1.991945e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89522 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -19919762.000000 Penalty: 3925.453613
	Iteration 16Q: 3 clusters Score -1.991976e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90631 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
Score: -19919882.000000 Penalty: 3925.453613
	Iteration 17Q: 3 clusters Score -1.991988e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91948 members 
Mstep: Class 2 contains 84066 members 
Entering Unmasked Estep 
Score: -19920106.000000 Penalty: 3925.453613
	Iteration 18Q: 3 clusters Score -1.992011e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93458 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -19920322.000000 Penalty: 3925.453613
	Iteration 19Q: 3 clusters Score -1.992032e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95124 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -19920664.000000 Penalty: 3925.453613
	Iteration 20F: 3 clusters Score -1.992066e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Mstep: Class 2 contains 79053 members 
Entering Unmasked Estep 
Score: -19921034.000000 Penalty: 3925.453613
	Iteration 21Q: 3 clusters Score -1.992103e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98964 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -19921524.000000 Penalty: 3925.453613
	Iteration 22Q: 3 clusters Score -1.992152e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Mstep: Class 2 contains 74714 members 
Entering Unmasked Estep 
Score: -19922120.000000 Penalty: 3925.453613
	Iteration 23Q: 3 clusters Score -1.992212e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103892 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -19922748.000000 Penalty: 3925.453613
	Iteration 24Q: 3 clusters Score -1.992275e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106692 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -19923510.000000 Penalty: 3925.453613
	Iteration 25Q: 3 clusters Score -1.992351e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109709 members 
Mstep: Class 2 contains 66305 members 
Entering Unmasked Estep 
Score: -19924490.000000 Penalty: 3925.453613
	Iteration 26Q: 3 clusters Score -1.992449e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112898 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -19925390.000000 Penalty: 3925.453613
	Iteration 27Q: 3 clusters Score -1.992539e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116218 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -19926124.000000 Penalty: 3925.453613
	Iteration 28Q: 3 clusters Score -1.992612e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119524 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -19927124.000000 Penalty: 3925.453613
	Iteration 29Q: 3 clusters Score -1.992712e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122801 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -19928030.000000 Penalty: 3925.453613
	Iteration 30Q: 3 clusters Score -1.992803e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126036 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -19928844.000000 Penalty: 3925.453613
	Iteration 31Q: 3 clusters Score -1.992884e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129154 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -19929686.000000 Penalty: 3925.453613
	Iteration 32Q: 3 clusters Score -1.992969e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131971 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -19930414.000000 Penalty: 3925.453613
	Iteration 33Q: 3 clusters Score -1.993041e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134597 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -19931086.000000 Penalty: 3925.453613
	Iteration 34Q: 3 clusters Score -1.993109e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137105 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -19931584.000000 Penalty: 3925.453613
	Iteration 35Q: 3 clusters Score -1.993158e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139537 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -19932040.000000 Penalty: 3925.453613
	Iteration 36Q: 3 clusters Score -1.993204e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141988 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -19932768.000000 Penalty: 3925.453613
	Iteration 37Q: 3 clusters Score -1.993277e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144493 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -19933460.000000 Penalty: 3925.453613
	Iteration 38Q: 3 clusters Score -1.993346e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146958 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -19934010.000000 Penalty: 3925.453613
	Iteration 39Q: 3 clusters Score -1.993401e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149385 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -19935448.000000 Penalty: 3925.453613
	Iteration 40F: 3 clusters Score -1.993545e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152475 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -19936942.000000 Penalty: 3925.453613
	Iteration 41Q: 3 clusters Score -1.993694e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155584 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -19937924.000000 Penalty: 3925.453613
	Iteration 42Q: 3 clusters Score -1.993792e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158377 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -19938628.000000 Penalty: 3925.453613
	Iteration 43Q: 3 clusters Score -1.993863e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160868 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -19938856.000000 Penalty: 3925.453613
	Iteration 44Q: 3 clusters Score -1.993886e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163048 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -19938934.000000 Penalty: 3925.453613
	Iteration 45Q: 3 clusters Score -1.993893e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164845 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -19938920.000000 Penalty: 3925.453613
	Iteration 46Q: 3 clusters Score -1.993892e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166345 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -19938566.000000 Penalty: 3925.453613
	Iteration 47Q: 3 clusters Score -1.993857e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167595 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -19938310.000000 Penalty: 3925.453613
	Iteration 48Q: 3 clusters Score -1.993831e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168699 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -19937984.000000 Penalty: 3925.453613
	Iteration 49Q: 3 clusters Score -1.993798e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169671 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -19937864.000000 Penalty: 3925.453613
	Iteration 50Q: 3 clusters Score -1.993786e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170504 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -19937672.000000 Penalty: 3925.453613
	Iteration 51Q: 3 clusters Score -1.993767e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171275 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -19937644.000000 Penalty: 3925.453613
	Iteration 52Q: 3 clusters Score -1.993764e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171930 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -19937498.000000 Penalty: 3925.453613
	Iteration 53Q: 3 clusters Score -1.99375e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172512 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -19937300.000000 Penalty: 3925.453613
	Iteration 54Q: 3 clusters Score -1.99373e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173066 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -19937196.000000 Penalty: 3925.453613
	Iteration 55Q: 3 clusters Score -1.99372e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173525 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -19937036.000000 Penalty: 3925.453613
	Iteration 56Q: 3 clusters Score -1.993704e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173914 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -19936924.000000 Penalty: 3925.453613
	Iteration 57Q: 3 clusters Score -1.993692e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174248 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -19936866.000000 Penalty: 3925.453613
	Iteration 58Q: 3 clusters Score -1.993687e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174488 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -19936822.000000 Penalty: 3925.453613
	Iteration 59Q: 3 clusters Score -1.993682e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174687 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -19936776.000000 Penalty: 3925.453613
	Iteration 60F: 3 clusters Score -1.993678e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174858 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -19936740.000000 Penalty: 3925.453613
	Iteration 61Q: 3 clusters Score -1.993674e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174966 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -19936716.000000 Penalty: 3925.453613
	Iteration 62Q: 3 clusters Score -1.993672e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175042 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -19936716.000000 Penalty: 3925.453613
	Iteration 63Q: 3 clusters Score -1.993672e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175112 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -19936668.000000 Penalty: 3925.453613
	Iteration 64Q: 3 clusters Score -1.993667e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175166 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -19936644.000000 Penalty: 3925.453613
	Iteration 65Q: 3 clusters Score -1.993664e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175203 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -19936614.000000 Penalty: 3925.453613
	Iteration 66Q: 3 clusters Score -1.993661e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175224 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -19936606.000000 Penalty: 3925.453613
	Iteration 67Q: 3 clusters Score -1.993661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175245 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -19936604.000000 Penalty: 3925.453613
	Iteration 68Q: 3 clusters Score -1.99366e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175263 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -19936594.000000 Penalty: 3925.453613
	Iteration 69Q: 3 clusters Score -1.993659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175277 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -19936568.000000 Penalty: 3925.453613
	Iteration 70Q: 3 clusters Score -1.993657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175286 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -19936562.000000 Penalty: 3925.453613
	Iteration 71Q: 3 clusters Score -1.993656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175292 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -19936564.000000 Penalty: 3925.453613
	Iteration 72Q: 3 clusters Score -1.993656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175300 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -19936564.000000 Penalty: 3925.453613
	Iteration 73Q: 3 clusters Score -1.993656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175304 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -19936558.000000 Penalty: 3925.453613
	Iteration 74Q: 3 clusters Score -1.993656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175313 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -19936560.000000 Penalty: 3925.453613
	Iteration 75Q: 3 clusters Score -1.993656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175323 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -19936548.000000 Penalty: 3925.453613
	Iteration 76Q: 3 clusters Score -1.993655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175325 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -19936552.000000 Penalty: 3925.453613
	Iteration 77Q: 3 clusters Score -1.993655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175329 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -19936542.000000 Penalty: 3925.453613
	Iteration 78Q: 3 clusters Score -1.993654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175332 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -19936552.000000 Penalty: 3925.453613
	Iteration 79Q: 3 clusters Score -1.993655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175332 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -19936552.000000 Penalty: 3925.453613
	Iteration 80F: 3 clusters Score -1.993655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Entering Unmasked Estep 
Score: -5549226.000000 Penalty: 1752.905396
	Iteration 0F: 2 clusters Score -5549226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -5516810.000000 Penalty: 3505.810791
	Iteration 0F: 3 clusters Score -5516810 nChanged 22701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -5529903.000000 Penalty: 3505.810791
	Iteration 1F: 3 clusters Score -5529903 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -5530560.000000 Penalty: 3505.810791
	Iteration 2Q: 3 clusters Score -5530560 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -5531375.500000 Penalty: 3505.810791
	Iteration 3Q: 3 clusters Score -5531376 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -5532374.000000 Penalty: 3505.810791
	Iteration 4Q: 3 clusters Score -5532374 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -5533720.000000 Penalty: 3505.810791
	Iteration 5F: 3 clusters Score -5533720 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -5535551.500000 Penalty: 3505.810791
	Iteration 6F: 3 clusters Score -5535552 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -5537632.500000 Penalty: 3505.810791
	Iteration 7F: 3 clusters Score -5537632 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -5539760.500000 Penalty: 3505.810791
	Iteration 8F: 3 clusters Score -5539760 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -5541144.000000 Penalty: 3505.810791
	Iteration 9F: 3 clusters Score -5541144 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -5541892.500000 Penalty: 3505.810791
	Iteration 10Q: 3 clusters Score -5541892 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -5542257.500000 Penalty: 3505.810791
	Iteration 11Q: 3 clusters Score -5542258 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -5542580.500000 Penalty: 3505.810791
	Iteration 12Q: 3 clusters Score -5542580 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -5542829.500000 Penalty: 3505.810791
	Iteration 13Q: 3 clusters Score -5542830 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -5543048.500000 Penalty: 3505.810791
	Iteration 14Q: 3 clusters Score -5543048 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -5543299.500000 Penalty: 3505.810791
	Iteration 15Q: 3 clusters Score -5543300 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -5543508.500000 Penalty: 3505.810791
	Iteration 16Q: 3 clusters Score -5543508 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -5543745.500000 Penalty: 3505.810791
	Iteration 17Q: 3 clusters Score -5543746 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -5543928.500000 Penalty: 3505.810791
	Iteration 18Q: 3 clusters Score -5543928 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -5544111.500000 Penalty: 3505.810791
	Iteration 19Q: 3 clusters Score -5544112 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -5544293.500000 Penalty: 3505.810791
	Iteration 20F: 3 clusters Score -5544294 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -5544498.500000 Penalty: 3505.810791
	Iteration 21Q: 3 clusters Score -5544498 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -5544667.000000 Penalty: 3505.810791
	Iteration 22Q: 3 clusters Score -5544667 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -5544854.000000 Penalty: 3505.810791
	Iteration 23Q: 3 clusters Score -5544854 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -5545013.000000 Penalty: 3505.810791
	Iteration 24Q: 3 clusters Score -5545013 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -5545165.500000 Penalty: 3505.810791
	Iteration 25Q: 3 clusters Score -5545166 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -5545365.000000 Penalty: 3505.810791
	Iteration 26Q: 3 clusters Score -5545365 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -5545524.000000 Penalty: 3505.810791
	Iteration 27Q: 3 clusters Score -5545524 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -5545703.500000 Penalty: 3505.810791
	Iteration 28Q: 3 clusters Score -5545704 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -5545872.000000 Penalty: 3505.810791
	Iteration 29Q: 3 clusters Score -5545872 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -5546033.000000 Penalty: 3505.810791
	Iteration 30Q: 3 clusters Score -5546033 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -5546181.500000 Penalty: 3505.810791
	Iteration 31Q: 3 clusters Score -5546182 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -5546311.000000 Penalty: 3505.810791
	Iteration 32Q: 3 clusters Score -5546311 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -5546443.500000 Penalty: 3505.810791
	Iteration 33Q: 3 clusters Score -5546444 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -5546580.000000 Penalty: 3505.810791
	Iteration 34Q: 3 clusters Score -5546580 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -5546720.000000 Penalty: 3505.810791
	Iteration 35Q: 3 clusters Score -5546720 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -5546864.500000 Penalty: 3505.810791
	Iteration 36Q: 3 clusters Score -5546864 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -5546994.500000 Penalty: 3505.810791
	Iteration 37Q: 3 clusters Score -5546994 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -5547058.000000 Penalty: 3505.810791
	Iteration 38Q: 3 clusters Score -5547058 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -5547155.000000 Penalty: 3505.810791
	Iteration 39Q: 3 clusters Score -5547155 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -5547252.000000 Penalty: 3505.810791
	Iteration 40F: 3 clusters Score -5547252 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -5547321.000000 Penalty: 3505.810791
	Iteration 41Q: 3 clusters Score -5547321 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -5547397.000000 Penalty: 3505.810791
	Iteration 42Q: 3 clusters Score -5547397 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -5547453.000000 Penalty: 3505.810791
	Iteration 43Q: 3 clusters Score -5547453 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -5547480.000000 Penalty: 3505.810791
	Iteration 44Q: 3 clusters Score -5547480 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -5547508.000000 Penalty: 3505.810791
	Iteration 45Q: 3 clusters Score -5547508 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -5547530.000000 Penalty: 3505.810791
	Iteration 46Q: 3 clusters Score -5547530 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -5547557.500000 Penalty: 3505.810791
	Iteration 47Q: 3 clusters Score -5547558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -5547568.500000 Penalty: 3505.810791
	Iteration 48Q: 3 clusters Score -5547568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -5547587.500000 Penalty: 3505.810791
	Iteration 49Q: 3 clusters Score -5547588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -5547616.000000 Penalty: 3505.810791
	Iteration 50Q: 3 clusters Score -5547616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -5547634.500000 Penalty: 3505.810791
	Iteration 51Q: 3 clusters Score -5547634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -5547649.500000 Penalty: 3505.810791
	Iteration 52Q: 3 clusters Score -5547650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -5547650.500000 Penalty: 3505.810791
	Iteration 53Q: 3 clusters Score -5547650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -5547665.000000 Penalty: 3505.810791
	Iteration 54Q: 3 clusters Score -5547665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -5547680.000000 Penalty: 3505.810791
	Iteration 55Q: 3 clusters Score -5547680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -5547691.000000 Penalty: 3505.810791
	Iteration 56Q: 3 clusters Score -5547691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -5547701.500000 Penalty: 3505.810791
	Iteration 57Q: 3 clusters Score -5547702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -5547720.000000 Penalty: 3505.810791
	Iteration 58Q: 3 clusters Score -5547720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -5547727.500000 Penalty: 3505.810791
	Iteration 59Q: 3 clusters Score -5547728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -5547756.000000 Penalty: 3505.810791
	Iteration 60F: 3 clusters Score -5547756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -5547757.000000 Penalty: 3505.810791
	Iteration 61Q: 3 clusters Score -5547757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -5547762.000000 Penalty: 3505.810791
	Iteration 62Q: 3 clusters Score -5547762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -5547752.500000 Penalty: 3505.810791
	Iteration 63Q: 3 clusters Score -5547752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -5547755.000000 Penalty: 3505.810791
	Iteration 64Q: 3 clusters Score -5547755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -5547764.500000 Penalty: 3505.810791
	Iteration 65Q: 3 clusters Score -5547764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -5547773.500000 Penalty: 3505.810791
	Iteration 66Q: 3 clusters Score -5547774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -5547777.500000 Penalty: 3505.810791
	Iteration 67Q: 3 clusters Score -5547778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -5547792.000000 Penalty: 3505.810791
	Iteration 68Q: 3 clusters Score -5547792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -5547793.500000 Penalty: 3505.810791
	Iteration 69Q: 3 clusters Score -5547794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -5547796.000000 Penalty: 3505.810791
	Iteration 70Q: 3 clusters Score -5547796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -5547795.500000 Penalty: 3505.810791
	Iteration 71Q: 3 clusters Score -5547796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -5547791.500000 Penalty: 3505.810791
	Iteration 72Q: 3 clusters Score -5547792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -5547806.000000 Penalty: 3505.810791
	Iteration 73Q: 3 clusters Score -5547806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -5547806.000000 Penalty: 3505.810791
	Iteration 74Q: 3 clusters Score -5547806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -5547814.000000 Penalty: 3505.810791
	Iteration 75Q: 3 clusters Score -5547814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -5547811.500000 Penalty: 3505.810791
	Iteration 76Q: 3 clusters Score -5547812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -5547812.000000 Penalty: 3505.810791
	Iteration 77Q: 3 clusters Score -5547812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -5547812.000000 Penalty: 3505.810791
	Iteration 78F: 3 clusters Score -5547812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -46238.589844 Penalty: 1004.924194
	Iteration 0F: 2 clusters Score -46238.59 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 245 members 
Entering Unmasked Estep 
Score: -45336.074219 Penalty: 2009.848389
	Iteration 0F: 3 clusters Score -45336.07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45676.140625 Penalty: 2009.848389
	Iteration 1F: 3 clusters Score -45676.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -45945.820312 Penalty: 2009.848389
	Iteration 2F: 3 clusters Score -45945.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -46117.363281 Penalty: 2009.848389
	Iteration 3F: 3 clusters Score -46117.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46202.511719 Penalty: 2009.848389
	Iteration 4Q: 3 clusters Score -46202.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46297.332031 Penalty: 2009.848389
	Iteration 5Q: 3 clusters Score -46297.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46332.507812 Penalty: 2009.848389
	Iteration 6Q: 3 clusters Score -46332.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46340.871094 Penalty: 2009.848389
	Iteration 7Q: 3 clusters Score -46340.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46344.042969 Penalty: 2009.848389
	Iteration 8Q: 3 clusters Score -46344.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46348.082031 Penalty: 2009.848389
	Iteration 9Q: 3 clusters Score -46348.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46348.082031 Penalty: 2009.848389
	Iteration 10F: 3 clusters Score -46348.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 86074 members 
Mstep: Class 3 contains 12942 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84170 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 206 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78736 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 279 members 
Entering Unmasked Estep 
Score: -102099224.000000 Penalty: 53515.957031
Splitting cluster 10 changes total score from -102100304.000000 to -102099224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (95055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Entering Unmasked Estep 
Score: -10954070.000000 Penalty: 1862.609253
	Iteration 0F: 2 clusters Score -1.095407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -10892429.000000 Penalty: 3725.218506
	Iteration 0F: 3 clusters Score -1.089243e+07 nChanged 45438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -10918987.000000 Penalty: 3725.218506
	Iteration 1F: 3 clusters Score -1.091899e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -10919609.000000 Penalty: 3725.218506
	Iteration 2Q: 3 clusters Score -1.091961e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -10920429.000000 Penalty: 3725.218506
	Iteration 3Q: 3 clusters Score -1.092043e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -10921459.000000 Penalty: 3725.218506
	Iteration 4Q: 3 clusters Score -1.092146e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -10922978.000000 Penalty: 3725.218506
	Iteration 5Q: 3 clusters Score -1.092298e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -10925441.000000 Penalty: 3725.218506
	Iteration 6F: 3 clusters Score -1.092544e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -10929340.000000 Penalty: 3725.218506
	Iteration 7F: 3 clusters Score -1.092934e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -10935039.000000 Penalty: 3725.218506
	Iteration 8F: 3 clusters Score -1.093504e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 80237 members 
Entering Unmasked Estep 
Score: -10941458.000000 Penalty: 3725.218506
	Iteration 9F: 3 clusters Score -1.094146e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -10946622.000000 Penalty: 3725.218506
	Iteration 10F: 3 clusters Score -1.094662e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 90498 members 
Entering Unmasked Estep 
Score: -10949976.000000 Penalty: 3725.218506
	Iteration 11Q: 3 clusters Score -1.094998e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -10951555.000000 Penalty: 3725.218506
	Iteration 12Q: 3 clusters Score -1.095156e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -10952361.000000 Penalty: 3725.218506
	Iteration 13Q: 3 clusters Score -1.095236e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 93750 members 
Entering Unmasked Estep 
Score: -10952707.000000 Penalty: 3725.218506
	Iteration 14Q: 3 clusters Score -1.095271e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 93882 members 
Entering Unmasked Estep 
Score: -10952938.000000 Penalty: 3725.218506
	Iteration 15Q: 3 clusters Score -1.095294e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 93941 members 
Entering Unmasked Estep 
Score: -10953065.000000 Penalty: 3725.218506
	Iteration 16Q: 3 clusters Score -1.095306e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 93974 members 
Entering Unmasked Estep 
Score: -10953109.000000 Penalty: 3725.218506
	Iteration 17Q: 3 clusters Score -1.095311e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 94007 members 
Entering Unmasked Estep 
Score: -10953129.000000 Penalty: 3725.218506
	Iteration 18Q: 3 clusters Score -1.095313e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 94029 members 
Entering Unmasked Estep 
Score: -10953147.000000 Penalty: 3725.218506
	Iteration 19Q: 3 clusters Score -1.095315e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 94041 members 
Entering Unmasked Estep 
Score: -10953154.000000 Penalty: 3725.218506
	Iteration 20F: 3 clusters Score -1.095315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 94053 members 
Entering Unmasked Estep 
Score: -10953174.000000 Penalty: 3725.218506
	Iteration 21Q: 3 clusters Score -1.095317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 94062 members 
Entering Unmasked Estep 
Score: -10953169.000000 Penalty: 3725.218506
	Iteration 22Q: 3 clusters Score -1.095317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 94068 members 
Entering Unmasked Estep 
Score: -10953172.000000 Penalty: 3725.218506
	Iteration 23Q: 3 clusters Score -1.095317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 94073 members 
Entering Unmasked Estep 
Score: -10953172.000000 Penalty: 3725.218506
	Iteration 24Q: 3 clusters Score -1.095317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -10953176.000000 Penalty: 3725.218506
	Iteration 25Q: 3 clusters Score -1.095318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 94080 members 
Entering Unmasked Estep 
Score: -10953159.000000 Penalty: 3725.218506
	Iteration 26Q: 3 clusters Score -1.095316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 94082 members 
Entering Unmasked Estep 
Score: -10953165.000000 Penalty: 3725.218506
	Iteration 27Q: 3 clusters Score -1.095316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 94084 members 
Entering Unmasked Estep 
Score: -10953172.000000 Penalty: 3725.218506
	Iteration 28Q: 3 clusters Score -1.095317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 94086 members 
Entering Unmasked Estep 
Score: -10953168.000000 Penalty: 3725.218506
	Iteration 29Q: 3 clusters Score -1.095317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 94090 members 
Entering Unmasked Estep 
Score: -10953166.000000 Penalty: 3725.218506
	Iteration 30Q: 3 clusters Score -1.095317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 94091 members 
Entering Unmasked Estep 
Score: -10953179.000000 Penalty: 3725.218506
	Iteration 31Q: 3 clusters Score -1.095318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -10953181.000000 Penalty: 3725.218506
	Iteration 32Q: 3 clusters Score -1.095318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 94089 members 
Entering Unmasked Estep 
Score: -10953178.000000 Penalty: 3725.218506
	Iteration 33Q: 3 clusters Score -1.095318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 94090 members 
Entering Unmasked Estep 
Score: -10953178.000000 Penalty: 3725.218506
	Iteration 34Q: 3 clusters Score -1.095318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 94089 members 
Entering Unmasked Estep 
Score: -10953179.000000 Penalty: 3725.218506
	Iteration 35Q: 3 clusters Score -1.095318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 94089 members 
Entering Unmasked Estep 
Score: -10953178.000000 Penalty: 3725.218506
	Iteration 36Q: 3 clusters Score -1.095318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 94090 members 
Entering Unmasked Estep 
Score: -10953176.000000 Penalty: 3725.218506
	Iteration 37Q: 3 clusters Score -1.095318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 94093 members 
Entering Unmasked Estep 
Score: -10953177.000000 Penalty: 3725.218506
	Iteration 38Q: 3 clusters Score -1.095318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 94096 members 
Entering Unmasked Estep 
Score: -10953172.000000 Penalty: 3725.218506
	Iteration 39Q: 3 clusters Score -1.095317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 94102 members 
Entering Unmasked Estep 
Score: -10953174.000000 Penalty: 3725.218506
	Iteration 40F: 3 clusters Score -1.095317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 94105 members 
Entering Unmasked Estep 
Score: -10953178.000000 Penalty: 3725.218506
	Iteration 41Q: 3 clusters Score -1.095318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 94105 members 
Entering Unmasked Estep 
Score: -10953178.000000 Penalty: 3725.218506
	Iteration 42Q: 3 clusters Score -1.095318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 94104 members 
Entering Unmasked Estep 
Score: -10953173.000000 Penalty: 3725.218506
	Iteration 43Q: 3 clusters Score -1.095317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 94103 members 
Entering Unmasked Estep 
Score: -10953174.000000 Penalty: 3725.218506
	Iteration 44Q: 3 clusters Score -1.095317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 94104 members 
Entering Unmasked Estep 
Score: -10953178.000000 Penalty: 3725.218506
	Iteration 45Q: 3 clusters Score -1.095318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 94105 members 
Entering Unmasked Estep 
Score: -10953181.000000 Penalty: 3725.218506
	Iteration 46Q: 3 clusters Score -1.095318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 94106 members 
Entering Unmasked Estep 
Score: -10953183.000000 Penalty: 3725.218506
	Iteration 47Q: 3 clusters Score -1.095318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 94106 members 
Entering Unmasked Estep 
Score: -10953178.000000 Penalty: 3725.218506
	Iteration 48Q: 3 clusters Score -1.095318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 94108 members 
Entering Unmasked Estep 
Score: -10953185.000000 Penalty: 3725.218506
	Iteration 49Q: 3 clusters Score -1.095318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 94110 members 
Entering Unmasked Estep 
Score: -10953183.000000 Penalty: 3725.218506
	Iteration 50Q: 3 clusters Score -1.095318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 94109 members 
Entering Unmasked Estep 
Score: -10953184.000000 Penalty: 3725.218506
	Iteration 51Q: 3 clusters Score -1.095318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 94108 members 
Entering Unmasked Estep 
Score: -10953184.000000 Penalty: 3725.218506
	Iteration 52Q: 3 clusters Score -1.095318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 94109 members 
Entering Unmasked Estep 
Score: -10953188.000000 Penalty: 3725.218506
	Iteration 53Q: 3 clusters Score -1.095319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 94109 members 
Entering Unmasked Estep 
Score: -10953188.000000 Penalty: 3725.218506
	Iteration 54F: 3 clusters Score -1.095319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (78736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Entering Unmasked Estep 
Score: -9202070.000000 Penalty: 1832.001587
	Iteration 0F: 2 clusters Score -9202070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -9149766.000000 Penalty: 3664.003174
	Iteration 0F: 3 clusters Score -9149766 nChanged 37511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -9171429.000000 Penalty: 3664.003174
	Iteration 1F: 3 clusters Score -9171429 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -9172051.000000 Penalty: 3664.003174
	Iteration 2Q: 3 clusters Score -9172051 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -9173043.000000 Penalty: 3664.003174
	Iteration 3Q: 3 clusters Score -9173043 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -9174449.000000 Penalty: 3664.003174
	Iteration 4Q: 3 clusters Score -9174449 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -9176509.000000 Penalty: 3664.003174
	Iteration 5F: 3 clusters Score -9176509 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -9179945.000000 Penalty: 3664.003174
	Iteration 6F: 3 clusters Score -9179945 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -9184729.000000 Penalty: 3664.003174
	Iteration 7F: 3 clusters Score -9184729 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -9189639.000000 Penalty: 3664.003174
	Iteration 8F: 3 clusters Score -9189639 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -9193556.000000 Penalty: 3664.003174
	Iteration 9Q: 3 clusters Score -9193556 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 71141 members 
Entering Unmasked Estep 
Score: -9195819.000000 Penalty: 3664.003174
	Iteration 10Q: 3 clusters Score -9195819 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
Score: -9197253.000000 Penalty: 3664.003174
	Iteration 11Q: 3 clusters Score -9197253 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -9198134.000000 Penalty: 3664.003174
	Iteration 12Q: 3 clusters Score -9198134 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 74175 members 
Entering Unmasked Estep 
Score: -9198695.000000 Penalty: 3664.003174
	Iteration 13Q: 3 clusters Score -9198695 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -9199023.000000 Penalty: 3664.003174
	Iteration 14Q: 3 clusters Score -9199023 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -9199321.000000 Penalty: 3664.003174
	Iteration 15Q: 3 clusters Score -9199321 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -9199546.000000 Penalty: 3664.003174
	Iteration 16Q: 3 clusters Score -9199546 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -9199687.000000 Penalty: 3664.003174
	Iteration 17Q: 3 clusters Score -9199687 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
Score: -9199785.000000 Penalty: 3664.003174
	Iteration 18Q: 3 clusters Score -9199785 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -9199844.000000 Penalty: 3664.003174
	Iteration 19Q: 3 clusters Score -9199844 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -9199888.000000 Penalty: 3664.003174
	Iteration 20F: 3 clusters Score -9199888 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -9199948.000000 Penalty: 3664.003174
	Iteration 21Q: 3 clusters Score -9199948 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -9199983.000000 Penalty: 3664.003174
	Iteration 22Q: 3 clusters Score -9199983 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 76947 members 
Entering Unmasked Estep 
Score: -9200054.000000 Penalty: 3664.003174
	Iteration 23Q: 3 clusters Score -9200054 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 77060 members 
Entering Unmasked Estep 
Score: -9200093.000000 Penalty: 3664.003174
	Iteration 24Q: 3 clusters Score -9200093 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 77159 members 
Entering Unmasked Estep 
Score: -9200146.000000 Penalty: 3664.003174
	Iteration 25Q: 3 clusters Score -9200146 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -9200183.000000 Penalty: 3664.003174
	Iteration 26Q: 3 clusters Score -9200183 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 77332 members 
Entering Unmasked Estep 
Score: -9200196.000000 Penalty: 3664.003174
	Iteration 27Q: 3 clusters Score -9200196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 77397 members 
Entering Unmasked Estep 
Score: -9200230.000000 Penalty: 3664.003174
	Iteration 28Q: 3 clusters Score -9200230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 77460 members 
Entering Unmasked Estep 
Score: -9200262.000000 Penalty: 3664.003174
	Iteration 29Q: 3 clusters Score -9200262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -9200296.000000 Penalty: 3664.003174
	Iteration 30Q: 3 clusters Score -9200296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 77567 members 
Entering Unmasked Estep 
Score: -9200323.000000 Penalty: 3664.003174
	Iteration 31Q: 3 clusters Score -9200323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 77616 members 
Entering Unmasked Estep 
Score: -9200344.000000 Penalty: 3664.003174
	Iteration 32Q: 3 clusters Score -9200344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 77662 members 
Entering Unmasked Estep 
Score: -9200379.000000 Penalty: 3664.003174
	Iteration 33Q: 3 clusters Score -9200379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -9200392.000000 Penalty: 3664.003174
	Iteration 34Q: 3 clusters Score -9200392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -9200399.000000 Penalty: 3664.003174
	Iteration 35Q: 3 clusters Score -9200399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 77757 members 
Entering Unmasked Estep 
Score: -9200394.000000 Penalty: 3664.003174
	Iteration 36Q: 3 clusters Score -9200394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -9200391.000000 Penalty: 3664.003174
	Iteration 37Q: 3 clusters Score -9200391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 77789 members 
Entering Unmasked Estep 
Score: -9200397.000000 Penalty: 3664.003174
	Iteration 38Q: 3 clusters Score -9200397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 77809 members 
Entering Unmasked Estep 
Score: -9200415.000000 Penalty: 3664.003174
	Iteration 39Q: 3 clusters Score -9200415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -9200427.000000 Penalty: 3664.003174
	Iteration 40F: 3 clusters Score -9200427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 77839 members 
Entering Unmasked Estep 
Score: -9200431.000000 Penalty: 3664.003174
	Iteration 41Q: 3 clusters Score -9200431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -9200448.000000 Penalty: 3664.003174
	Iteration 42Q: 3 clusters Score -9200448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 77865 members 
Entering Unmasked Estep 
Score: -9200450.000000 Penalty: 3664.003174
	Iteration 43Q: 3 clusters Score -9200450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -9200440.000000 Penalty: 3664.003174
	Iteration 44Q: 3 clusters Score -9200440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 77880 members 
Entering Unmasked Estep 
Score: -9200448.000000 Penalty: 3664.003174
	Iteration 45Q: 3 clusters Score -9200448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 77888 members 
Entering Unmasked Estep 
Score: -9200445.000000 Penalty: 3664.003174
	Iteration 46Q: 3 clusters Score -9200445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -9200446.000000 Penalty: 3664.003174
	Iteration 47Q: 3 clusters Score -9200446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 77897 members 
Entering Unmasked Estep 
Score: -9200444.000000 Penalty: 3664.003174
	Iteration 48Q: 3 clusters Score -9200444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -9200451.000000 Penalty: 3664.003174
	Iteration 49Q: 3 clusters Score -9200451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 77904 members 
Entering Unmasked Estep 
Score: -9200456.000000 Penalty: 3664.003174
	Iteration 50Q: 3 clusters Score -9200456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 77910 members 
Entering Unmasked Estep 
Score: -9200449.000000 Penalty: 3664.003174
	Iteration 51Q: 3 clusters Score -9200449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -9200449.000000 Penalty: 3664.003174
	Iteration 52Q: 3 clusters Score -9200449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 77922 members 
Entering Unmasked Estep 
Score: -9200457.000000 Penalty: 3664.003174
	Iteration 53Q: 3 clusters Score -9200457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 77927 members 
Entering Unmasked Estep 
Score: -9200467.000000 Penalty: 3664.003174
	Iteration 54Q: 3 clusters Score -9200467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 77930 members 
Entering Unmasked Estep 
Score: -9200464.000000 Penalty: 3664.003174
	Iteration 55Q: 3 clusters Score -9200464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -9200466.000000 Penalty: 3664.003174
	Iteration 56Q: 3 clusters Score -9200466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -9200473.000000 Penalty: 3664.003174
	Iteration 57Q: 3 clusters Score -9200473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -9200472.000000 Penalty: 3664.003174
	Iteration 58Q: 3 clusters Score -9200472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -9200470.000000 Penalty: 3664.003174
	Iteration 59Q: 3 clusters Score -9200470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -9200478.000000 Penalty: 3664.003174
	Iteration 60F: 3 clusters Score -9200478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 77967 members 
Entering Unmasked Estep 
Score: -9200469.000000 Penalty: 3664.003174
	Iteration 61Q: 3 clusters Score -9200469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -9200482.000000 Penalty: 3664.003174
	Iteration 62Q: 3 clusters Score -9200482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -9200480.000000 Penalty: 3664.003174
	Iteration 63Q: 3 clusters Score -9200480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -9200480.000000 Penalty: 3664.003174
	Iteration 64F: 3 clusters Score -9200480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Entering Unmasked Estep 
Score: -366608.812500 Penalty: 1309.066284
	Iteration 0F: 2 clusters Score -366608.8 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 1540 members 
Entering Unmasked Estep 
Score: -363771.843750 Penalty: 2618.132568
	Iteration 0F: 3 clusters Score -363771.8 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -364421.687500 Penalty: 2618.132568
	Iteration 1F: 3 clusters Score -364421.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -364558.312500 Penalty: 2618.132568
	Iteration 2F: 3 clusters Score -364558.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -364646.156250 Penalty: 2618.132568
	Iteration 3Q: 3 clusters Score -364646.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -364701.031250 Penalty: 2618.132568
	Iteration 4Q: 3 clusters Score -364701 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -364740.562500 Penalty: 2618.132568
	Iteration 5Q: 3 clusters Score -364740.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -364772.500000 Penalty: 2618.132568
	Iteration 6Q: 3 clusters Score -364772.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -364796.562500 Penalty: 2618.132568
	Iteration 7Q: 3 clusters Score -364796.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -364818.437500 Penalty: 2618.132568
	Iteration 8Q: 3 clusters Score -364818.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -364835.093750 Penalty: 2618.132568
	Iteration 9Q: 3 clusters Score -364835.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -364848.875000 Penalty: 2618.132568
	Iteration 10Q: 3 clusters Score -364848.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -364860.343750 Penalty: 2618.132568
	Iteration 11Q: 3 clusters Score -364860.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -364865.625000 Penalty: 2618.132568
	Iteration 12Q: 3 clusters Score -364865.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -364870.656250 Penalty: 2618.132568
	Iteration 13Q: 3 clusters Score -364870.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -364873.500000 Penalty: 2618.132568
	Iteration 14Q: 3 clusters Score -364873.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -364875.843750 Penalty: 2618.132568
	Iteration 15Q: 3 clusters Score -364875.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -364877.562500 Penalty: 2618.132568
	Iteration 16Q: 3 clusters Score -364877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -364878.031250 Penalty: 2618.132568
	Iteration 17Q: 3 clusters Score -364878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -364878.531250 Penalty: 2618.132568
	Iteration 18Q: 3 clusters Score -364878.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -364878.531250 Penalty: 2618.132568
	Iteration 19F: 3 clusters Score -364878.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -469182.312500 Penalty: 1359.194702
	Iteration 0F: 2 clusters Score -469182.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -465652.593750 Penalty: 2718.389404
	Iteration 0F: 3 clusters Score -465652.6 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -466565.250000 Penalty: 2718.389404
	Iteration 1F: 3 clusters Score -466565.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -466787.093750 Penalty: 2718.389404
	Iteration 2F: 3 clusters Score -466787.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -466994.875000 Penalty: 2718.389404
	Iteration 3F: 3 clusters Score -466994.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -467205.312500 Penalty: 2718.389404
	Iteration 4F: 3 clusters Score -467205.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -467407.562500 Penalty: 2718.389404
	Iteration 5F: 3 clusters Score -467407.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -467602.750000 Penalty: 2718.389404
	Iteration 6Q: 3 clusters Score -467602.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -467778.781250 Penalty: 2718.389404
	Iteration 7Q: 3 clusters Score -467778.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -467938.000000 Penalty: 2718.389404
	Iteration 8Q: 3 clusters Score -467938 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -468065.437500 Penalty: 2718.389404
	Iteration 9Q: 3 clusters Score -468065.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -468151.000000 Penalty: 2718.389404
	Iteration 10Q: 3 clusters Score -468151 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -468213.593750 Penalty: 2718.389404
	Iteration 11Q: 3 clusters Score -468213.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -468264.812500 Penalty: 2718.389404
	Iteration 12Q: 3 clusters Score -468264.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -468293.625000 Penalty: 2718.389404
	Iteration 13Q: 3 clusters Score -468293.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -468315.843750 Penalty: 2718.389404
	Iteration 14Q: 3 clusters Score -468315.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -468328.937500 Penalty: 2718.389404
	Iteration 15Q: 3 clusters Score -468328.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -468341.281250 Penalty: 2718.389404
	Iteration 16Q: 3 clusters Score -468341.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -468348.875000 Penalty: 2718.389404
	Iteration 17Q: 3 clusters Score -468348.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -468356.625000 Penalty: 2718.389404
	Iteration 18Q: 3 clusters Score -468356.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -468361.312500 Penalty: 2718.389404
	Iteration 19Q: 3 clusters Score -468361.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -468366.031250 Penalty: 2718.389404
	Iteration 20F: 3 clusters Score -468366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -468370.281250 Penalty: 2718.389404
	Iteration 21Q: 3 clusters Score -468370.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -468372.968750 Penalty: 2718.389404
	Iteration 22Q: 3 clusters Score -468373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -468374.937500 Penalty: 2718.389404
	Iteration 23Q: 3 clusters Score -468374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -468375.125000 Penalty: 2718.389404
	Iteration 24Q: 3 clusters Score -468375.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -468376.031250 Penalty: 2718.389404
	Iteration 25Q: 3 clusters Score -468376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -468376.031250 Penalty: 2718.389404
	Iteration 26F: 3 clusters Score -468376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Entering Unmasked Estep 
Score: -3083666.750000 Penalty: 1657.020996
	Iteration 0F: 2 clusters Score -3083667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3065702.750000 Penalty: 3314.041992
	Iteration 0F: 3 clusters Score -3065703 nChanged 12179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3072431.750000 Penalty: 3314.041992
	Iteration 1F: 3 clusters Score -3072432 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -3073010.000000 Penalty: 3314.041992
	Iteration 2F: 3 clusters Score -3073010 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3073668.500000 Penalty: 3314.041992
	Iteration 3F: 3 clusters Score -3073668 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -3074530.750000 Penalty: 3314.041992
	Iteration 4F: 3 clusters Score -3074531 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3075733.750000 Penalty: 3314.041992
	Iteration 5F: 3 clusters Score -3075734 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3077098.000000 Penalty: 3314.041992
	Iteration 6F: 3 clusters Score -3077098 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3078483.500000 Penalty: 3314.041992
	Iteration 7F: 3 clusters Score -3078484 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3079549.500000 Penalty: 3314.041992
	Iteration 8Q: 3 clusters Score -3079550 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3080309.500000 Penalty: 3314.041992
	Iteration 9Q: 3 clusters Score -3080310 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3080821.000000 Penalty: 3314.041992
	Iteration 10Q: 3 clusters Score -3080821 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3081159.000000 Penalty: 3314.041992
	Iteration 11Q: 3 clusters Score -3081159 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3081383.250000 Penalty: 3314.041992
	Iteration 12Q: 3 clusters Score -3081383 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3081569.500000 Penalty: 3314.041992
	Iteration 13Q: 3 clusters Score -3081570 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3081714.750000 Penalty: 3314.041992
	Iteration 14Q: 3 clusters Score -3081715 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3081814.250000 Penalty: 3314.041992
	Iteration 15Q: 3 clusters Score -3081814 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3081895.250000 Penalty: 3314.041992
	Iteration 16Q: 3 clusters Score -3081895 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3081945.750000 Penalty: 3314.041992
	Iteration 17Q: 3 clusters Score -3081946 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3081984.250000 Penalty: 3314.041992
	Iteration 18Q: 3 clusters Score -3081984 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3082023.000000 Penalty: 3314.041992
	Iteration 19Q: 3 clusters Score -3082023 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3082062.000000 Penalty: 3314.041992
	Iteration 20F: 3 clusters Score -3082062 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3082103.250000 Penalty: 3314.041992
	Iteration 21Q: 3 clusters Score -3082103 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3082126.000000 Penalty: 3314.041992
	Iteration 22Q: 3 clusters Score -3082126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3082151.750000 Penalty: 3314.041992
	Iteration 23Q: 3 clusters Score -3082152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3082163.250000 Penalty: 3314.041992
	Iteration 24Q: 3 clusters Score -3082163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3082187.500000 Penalty: 3314.041992
	Iteration 25Q: 3 clusters Score -3082188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3082207.250000 Penalty: 3314.041992
	Iteration 26Q: 3 clusters Score -3082207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3082233.000000 Penalty: 3314.041992
	Iteration 27Q: 3 clusters Score -3082233 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3082253.250000 Penalty: 3314.041992
	Iteration 28Q: 3 clusters Score -3082253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3082265.750000 Penalty: 3314.041992
	Iteration 29Q: 3 clusters Score -3082266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3082276.500000 Penalty: 3314.041992
	Iteration 30Q: 3 clusters Score -3082276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3082293.000000 Penalty: 3314.041992
	Iteration 31Q: 3 clusters Score -3082293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3082297.500000 Penalty: 3314.041992
	Iteration 32Q: 3 clusters Score -3082298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3082300.250000 Penalty: 3314.041992
	Iteration 33Q: 3 clusters Score -3082300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3082304.000000 Penalty: 3314.041992
	Iteration 34Q: 3 clusters Score -3082304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3082306.500000 Penalty: 3314.041992
	Iteration 35Q: 3 clusters Score -3082306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3082311.250000 Penalty: 3314.041992
	Iteration 36Q: 3 clusters Score -3082311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3082316.750000 Penalty: 3314.041992
	Iteration 37Q: 3 clusters Score -3082317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3082316.500000 Penalty: 3314.041992
	Iteration 38Q: 3 clusters Score -3082316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3082322.000000 Penalty: 3314.041992
	Iteration 39Q: 3 clusters Score -3082322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3082322.250000 Penalty: 3314.041992
	Iteration 40F: 3 clusters Score -3082322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3082321.000000 Penalty: 3314.041992
	Iteration 41Q: 3 clusters Score -3082321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3082324.000000 Penalty: 3314.041992
	Iteration 42Q: 3 clusters Score -3082324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3082325.500000 Penalty: 3314.041992
	Iteration 43Q: 3 clusters Score -3082326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3082327.250000 Penalty: 3314.041992
	Iteration 44Q: 3 clusters Score -3082327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3082326.750000 Penalty: 3314.041992
	Iteration 45Q: 3 clusters Score -3082327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3082331.250000 Penalty: 3314.041992
	Iteration 46Q: 3 clusters Score -3082331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3082333.500000 Penalty: 3314.041992
	Iteration 47Q: 3 clusters Score -3082334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3082332.750000 Penalty: 3314.041992
	Iteration 48Q: 3 clusters Score -3082333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3082336.250000 Penalty: 3314.041992
	Iteration 49Q: 3 clusters Score -3082336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3082340.250000 Penalty: 3314.041992
	Iteration 50Q: 3 clusters Score -3082340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3082340.000000 Penalty: 3314.041992
	Iteration 51Q: 3 clusters Score -3082340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3082337.000000 Penalty: 3314.041992
	Iteration 52Q: 3 clusters Score -3082337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3082340.500000 Penalty: 3314.041992
	Iteration 53Q: 3 clusters Score -3082340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3082344.000000 Penalty: 3314.041992
	Iteration 54Q: 3 clusters Score -3082344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3082343.750000 Penalty: 3314.041992
	Iteration 55Q: 3 clusters Score -3082344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3082344.000000 Penalty: 3314.041992
	Iteration 56Q: 3 clusters Score -3082344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3082344.000000 Penalty: 3314.041992
	Iteration 57F: 3 clusters Score -3082344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -87348.257812 Penalty: 1095.718140
	Iteration 0F: 2 clusters Score -87348.26 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 428 members 
Entering Unmasked Estep 
Score: -86023.617188 Penalty: 2191.436279
	Iteration 0F: 3 clusters Score -86023.62 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -86234.703125 Penalty: 2191.436279
	Iteration 1F: 3 clusters Score -86234.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86317.757812 Penalty: 2191.436279
	Iteration 2F: 3 clusters Score -86317.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86347.406250 Penalty: 2191.436279
	Iteration 3Q: 3 clusters Score -86347.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -86363.226562 Penalty: 2191.436279
	Iteration 4Q: 3 clusters Score -86363.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86369.898438 Penalty: 2191.436279
	Iteration 5Q: 3 clusters Score -86369.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -86376.875000 Penalty: 2191.436279
	Iteration 6Q: 3 clusters Score -86376.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -86383.976562 Penalty: 2191.436279
	Iteration 7Q: 3 clusters Score -86383.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86389.093750 Penalty: 2191.436279
	Iteration 8Q: 3 clusters Score -86389.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -86398.109375 Penalty: 2191.436279
	Iteration 9Q: 3 clusters Score -86398.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -86402.648438 Penalty: 2191.436279
	Iteration 10Q: 3 clusters Score -86402.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -86409.765625 Penalty: 2191.436279
	Iteration 11Q: 3 clusters Score -86409.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -86410.929688 Penalty: 2191.436279
	Iteration 12Q: 3 clusters Score -86410.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -86412.609375 Penalty: 2191.436279
	Iteration 13Q: 3 clusters Score -86412.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -86412.609375 Penalty: 2191.436279
	Iteration 14F: 3 clusters Score -86412.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Entering Unmasked Estep 
Score: -4507567.500000 Penalty: 1724.496582
	Iteration 0F: 2 clusters Score -4507568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -4480556.500000 Penalty: 3448.993164
	Iteration 0F: 3 clusters Score -4480556 nChanged 18942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -4490958.000000 Penalty: 3448.993164
	Iteration 1F: 3 clusters Score -4490958 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4491442.500000 Penalty: 3448.993164
	Iteration 2Q: 3 clusters Score -4491442 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -4492026.000000 Penalty: 3448.993164
	Iteration 3Q: 3 clusters Score -4492026 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -4492746.000000 Penalty: 3448.993164
	Iteration 4Q: 3 clusters Score -4492746 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -4493706.000000 Penalty: 3448.993164
	Iteration 5F: 3 clusters Score -4493706 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -4495141.500000 Penalty: 3448.993164
	Iteration 6F: 3 clusters Score -4495142 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -4497218.500000 Penalty: 3448.993164
	Iteration 7F: 3 clusters Score -4497218 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -4499855.500000 Penalty: 3448.993164
	Iteration 8F: 3 clusters Score -4499856 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -4502651.000000 Penalty: 3448.993164
	Iteration 9F: 3 clusters Score -4502651 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4504583.500000 Penalty: 3448.993164
	Iteration 10Q: 3 clusters Score -4504584 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4505584.500000 Penalty: 3448.993164
	Iteration 11Q: 3 clusters Score -4505584 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4506021.000000 Penalty: 3448.993164
	Iteration 12Q: 3 clusters Score -4506021 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4506238.500000 Penalty: 3448.993164
	Iteration 13Q: 3 clusters Score -4506238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4506362.000000 Penalty: 3448.993164
	Iteration 14Q: 3 clusters Score -4506362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4506428.500000 Penalty: 3448.993164
	Iteration 15Q: 3 clusters Score -4506428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4506479.000000 Penalty: 3448.993164
	Iteration 16Q: 3 clusters Score -4506479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4506512.500000 Penalty: 3448.993164
	Iteration 17Q: 3 clusters Score -4506512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4506533.500000 Penalty: 3448.993164
	Iteration 18Q: 3 clusters Score -4506534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4506542.000000 Penalty: 3448.993164
	Iteration 19Q: 3 clusters Score -4506542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4506563.000000 Penalty: 3448.993164
	Iteration 20F: 3 clusters Score -4506563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4506571.500000 Penalty: 3448.993164
	Iteration 21Q: 3 clusters Score -4506572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4506582.500000 Penalty: 3448.993164
	Iteration 22Q: 3 clusters Score -4506582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4506600.000000 Penalty: 3448.993164
	Iteration 23Q: 3 clusters Score -4506600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4506613.000000 Penalty: 3448.993164
	Iteration 24Q: 3 clusters Score -4506613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4506625.000000 Penalty: 3448.993164
	Iteration 25Q: 3 clusters Score -4506625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4506633.000000 Penalty: 3448.993164
	Iteration 26Q: 3 clusters Score -4506633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4506645.500000 Penalty: 3448.993164
	Iteration 27Q: 3 clusters Score -4506646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4506658.500000 Penalty: 3448.993164
	Iteration 28Q: 3 clusters Score -4506658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4506665.500000 Penalty: 3448.993164
	Iteration 29Q: 3 clusters Score -4506666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4506683.500000 Penalty: 3448.993164
	Iteration 30Q: 3 clusters Score -4506684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4506687.000000 Penalty: 3448.993164
	Iteration 31Q: 3 clusters Score -4506687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4506687.000000 Penalty: 3448.993164
	Iteration 32F: 3 clusters Score -4506687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Entering Unmasked Estep 
Score: -576661.125000 Penalty: 1383.881226
	Iteration 0F: 2 clusters Score -576661.1 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 2540 members 
Entering Unmasked Estep 
Score: -572650.312500 Penalty: 2767.762451
	Iteration 0F: 3 clusters Score -572650.3 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -573729.750000 Penalty: 2767.762451
	Iteration 1F: 3 clusters Score -573729.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -573937.375000 Penalty: 2767.762451
	Iteration 2F: 3 clusters Score -573937.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -574085.062500 Penalty: 2767.762451
	Iteration 3F: 3 clusters Score -574085.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -574217.937500 Penalty: 2767.762451
	Iteration 4Q: 3 clusters Score -574217.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -574344.687500 Penalty: 2767.762451
	Iteration 5Q: 3 clusters Score -574344.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -574474.375000 Penalty: 2767.762451
	Iteration 6Q: 3 clusters Score -574474.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -574620.437500 Penalty: 2767.762451
	Iteration 7Q: 3 clusters Score -574620.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -574765.750000 Penalty: 2767.762451
	Iteration 8Q: 3 clusters Score -574765.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -574910.937500 Penalty: 2767.762451
	Iteration 9Q: 3 clusters Score -574910.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -575064.812500 Penalty: 2767.762451
	Iteration 10Q: 3 clusters Score -575064.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -575184.437500 Penalty: 2767.762451
	Iteration 11Q: 3 clusters Score -575184.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -575251.062500 Penalty: 2767.762451
	Iteration 12Q: 3 clusters Score -575251.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -575308.875000 Penalty: 2767.762451
	Iteration 13Q: 3 clusters Score -575308.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -575348.375000 Penalty: 2767.762451
	Iteration 14Q: 3 clusters Score -575348.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -575384.312500 Penalty: 2767.762451
	Iteration 15Q: 3 clusters Score -575384.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -575404.437500 Penalty: 2767.762451
	Iteration 16Q: 3 clusters Score -575404.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -575419.125000 Penalty: 2767.762451
	Iteration 17Q: 3 clusters Score -575419.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -575432.937500 Penalty: 2767.762451
	Iteration 18Q: 3 clusters Score -575432.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -575447.000000 Penalty: 2767.762451
	Iteration 19Q: 3 clusters Score -575447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -575462.187500 Penalty: 2767.762451
	Iteration 20F: 3 clusters Score -575462.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -575469.437500 Penalty: 2767.762451
	Iteration 21Q: 3 clusters Score -575469.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -575473.375000 Penalty: 2767.762451
	Iteration 22Q: 3 clusters Score -575473.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -575476.625000 Penalty: 2767.762451
	Iteration 23Q: 3 clusters Score -575476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -575483.687500 Penalty: 2767.762451
	Iteration 24Q: 3 clusters Score -575483.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -575490.000000 Penalty: 2767.762451
	Iteration 25Q: 3 clusters Score -575490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -575492.375000 Penalty: 2767.762451
	Iteration 26Q: 3 clusters Score -575492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -575494.750000 Penalty: 2767.762451
	Iteration 27Q: 3 clusters Score -575494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -575495.375000 Penalty: 2767.762451
	Iteration 28Q: 3 clusters Score -575495.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -575495.375000 Penalty: 2767.762451
	Iteration 29F: 3 clusters Score -575495.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -136775.000000 Penalty: 1167.132202
	Iteration 0F: 2 clusters Score -136775 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 650 members 
Entering Unmasked Estep 
Score: -135136.015625 Penalty: 2334.264404
	Iteration 0F: 3 clusters Score -135136 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -135536.250000 Penalty: 2334.264404
	Iteration 1F: 3 clusters Score -135536.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -135775.906250 Penalty: 2334.264404
	Iteration 2F: 3 clusters Score -135775.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -136007.000000 Penalty: 2334.264404
	Iteration 3F: 3 clusters Score -136007 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -136197.859375 Penalty: 2334.264404
	Iteration 4F: 3 clusters Score -136197.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -136315.437500 Penalty: 2334.264404
	Iteration 5F: 3 clusters Score -136315.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -136366.671875 Penalty: 2334.264404
	Iteration 6Q: 3 clusters Score -136366.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -136414.000000 Penalty: 2334.264404
	Iteration 7Q: 3 clusters Score -136414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -136430.328125 Penalty: 2334.264404
	Iteration 8Q: 3 clusters Score -136430.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -136441.375000 Penalty: 2334.264404
	Iteration 9Q: 3 clusters Score -136441.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -136453.734375 Penalty: 2334.264404
	Iteration 10Q: 3 clusters Score -136453.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -136460.781250 Penalty: 2334.264404
	Iteration 11Q: 3 clusters Score -136460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -136464.578125 Penalty: 2334.264404
	Iteration 12Q: 3 clusters Score -136464.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -136465.546875 Penalty: 2334.264404
	Iteration 13Q: 3 clusters Score -136465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -136466.281250 Penalty: 2334.264404
	Iteration 14Q: 3 clusters Score -136466.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -136466.281250 Penalty: 2334.264404
	Iteration 15F: 3 clusters Score -136466.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Entering Unmasked Estep 
Score: -3677459.750000 Penalty: 1686.901367
	Iteration 0F: 2 clusters Score -3677460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3655800.750000 Penalty: 3373.802734
	Iteration 0F: 3 clusters Score -3655801 nChanged 15012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -3663970.750000 Penalty: 3373.802734
	Iteration 1F: 3 clusters Score -3663971 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3664413.750000 Penalty: 3373.802734
	Iteration 2Q: 3 clusters Score -3664414 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3664879.500000 Penalty: 3373.802734
	Iteration 3Q: 3 clusters Score -3664880 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -3665516.500000 Penalty: 3373.802734
	Iteration 4Q: 3 clusters Score -3665516 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -3666415.000000 Penalty: 3373.802734
	Iteration 5F: 3 clusters Score -3666415 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -3667687.250000 Penalty: 3373.802734
	Iteration 6F: 3 clusters Score -3667687 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3669446.000000 Penalty: 3373.802734
	Iteration 7F: 3 clusters Score -3669446 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3671497.000000 Penalty: 3373.802734
	Iteration 8F: 3 clusters Score -3671497 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -3673255.750000 Penalty: 3373.802734
	Iteration 9F: 3 clusters Score -3673256 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3674516.750000 Penalty: 3373.802734
	Iteration 10Q: 3 clusters Score -3674517 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -3675263.750000 Penalty: 3373.802734
	Iteration 11Q: 3 clusters Score -3675264 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -3675678.000000 Penalty: 3373.802734
	Iteration 12Q: 3 clusters Score -3675678 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3675876.500000 Penalty: 3373.802734
	Iteration 13Q: 3 clusters Score -3675876 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3676007.250000 Penalty: 3373.802734
	Iteration 14Q: 3 clusters Score -3676007 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -3676060.500000 Penalty: 3373.802734
	Iteration 15Q: 3 clusters Score -3676060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -3676119.250000 Penalty: 3373.802734
	Iteration 16Q: 3 clusters Score -3676119 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -3676174.750000 Penalty: 3373.802734
	Iteration 17Q: 3 clusters Score -3676175 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -3676214.750000 Penalty: 3373.802734
	Iteration 18Q: 3 clusters Score -3676215 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -3676250.500000 Penalty: 3373.802734
	Iteration 19Q: 3 clusters Score -3676250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -3676262.000000 Penalty: 3373.802734
	Iteration 20F: 3 clusters Score -3676262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -3676282.500000 Penalty: 3373.802734
	Iteration 21Q: 3 clusters Score -3676282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -3676301.750000 Penalty: 3373.802734
	Iteration 22Q: 3 clusters Score -3676302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -3676310.000000 Penalty: 3373.802734
	Iteration 23Q: 3 clusters Score -3676310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3676318.500000 Penalty: 3373.802734
	Iteration 24Q: 3 clusters Score -3676318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -3676322.000000 Penalty: 3373.802734
	Iteration 25Q: 3 clusters Score -3676322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -3676324.500000 Penalty: 3373.802734
	Iteration 26Q: 3 clusters Score -3676324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -3676323.000000 Penalty: 3373.802734
	Iteration 27Q: 3 clusters Score -3676323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -3676328.750000 Penalty: 3373.802734
	Iteration 28Q: 3 clusters Score -3676329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -3676328.000000 Penalty: 3373.802734
	Iteration 29Q: 3 clusters Score -3676328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -3676336.250000 Penalty: 3373.802734
	Iteration 30Q: 3 clusters Score -3676336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -3676340.750000 Penalty: 3373.802734
	Iteration 31Q: 3 clusters Score -3676341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -3676339.500000 Penalty: 3373.802734
	Iteration 32Q: 3 clusters Score -3676340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -3676341.500000 Penalty: 3373.802734
	Iteration 33Q: 3 clusters Score -3676342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -3676345.750000 Penalty: 3373.802734
	Iteration 34Q: 3 clusters Score -3676346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -3676345.500000 Penalty: 3373.802734
	Iteration 35Q: 3 clusters Score -3676346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -3676349.250000 Penalty: 3373.802734
	Iteration 36Q: 3 clusters Score -3676349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -3676351.000000 Penalty: 3373.802734
	Iteration 37Q: 3 clusters Score -3676351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -3676351.000000 Penalty: 3373.802734
	Iteration 38F: 3 clusters Score -3676351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -3676351.750000 Penalty: 3373.802734
	Iteration 39Q: 3 clusters Score -3676352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -3676349.750000 Penalty: 3373.802734
	Iteration 40F: 3 clusters Score -3676350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Entering Unmasked Estep 
Score: -10580861.000000 Penalty: 1859.706299
	Iteration 0F: 2 clusters Score -1.058086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -10518838.000000 Penalty: 3719.412598
	Iteration 0F: 3 clusters Score -1.051884e+07 nChanged 44604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -10546759.000000 Penalty: 3719.412598
	Iteration 1F: 3 clusters Score -1.054676e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -10549661.000000 Penalty: 3719.412598
	Iteration 2F: 3 clusters Score -1.054966e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -10553288.000000 Penalty: 3719.412598
	Iteration 3F: 3 clusters Score -1.055329e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -10557465.000000 Penalty: 3719.412598
	Iteration 4F: 3 clusters Score -1.055746e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -10561758.000000 Penalty: 3719.412598
	Iteration 5F: 3 clusters Score -1.056176e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -10565595.000000 Penalty: 3719.412598
	Iteration 6F: 3 clusters Score -1.05656e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -10568037.000000 Penalty: 3719.412598
	Iteration 7F: 3 clusters Score -1.056804e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -10569279.000000 Penalty: 3719.412598
	Iteration 8Q: 3 clusters Score -1.056928e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -10569829.000000 Penalty: 3719.412598
	Iteration 9Q: 3 clusters Score -1.056983e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -10570074.000000 Penalty: 3719.412598
	Iteration 10Q: 3 clusters Score -1.057007e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -10570286.000000 Penalty: 3719.412598
	Iteration 11Q: 3 clusters Score -1.057029e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -10570488.000000 Penalty: 3719.412598
	Iteration 12Q: 3 clusters Score -1.057049e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -10570658.000000 Penalty: 3719.412598
	Iteration 13Q: 3 clusters Score -1.057066e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -10570843.000000 Penalty: 3719.412598
	Iteration 14Q: 3 clusters Score -1.057084e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -10571031.000000 Penalty: 3719.412598
	Iteration 15Q: 3 clusters Score -1.057103e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -10571222.000000 Penalty: 3719.412598
	Iteration 16Q: 3 clusters Score -1.057122e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -10571460.000000 Penalty: 3719.412598
	Iteration 17Q: 3 clusters Score -1.057146e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -10571632.000000 Penalty: 3719.412598
	Iteration 18Q: 3 clusters Score -1.057163e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
Score: -10571909.000000 Penalty: 3719.412598
	Iteration 19Q: 3 clusters Score -1.057191e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -10572102.000000 Penalty: 3719.412598
	Iteration 20F: 3 clusters Score -1.05721e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -10572342.000000 Penalty: 3719.412598
	Iteration 21Q: 3 clusters Score -1.057234e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -10572607.000000 Penalty: 3719.412598
	Iteration 22Q: 3 clusters Score -1.057261e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -10572887.000000 Penalty: 3719.412598
	Iteration 23Q: 3 clusters Score -1.057289e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -10573160.000000 Penalty: 3719.412598
	Iteration 24Q: 3 clusters Score -1.057316e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -10573510.000000 Penalty: 3719.412598
	Iteration 25Q: 3 clusters Score -1.057351e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -10573845.000000 Penalty: 3719.412598
	Iteration 26Q: 3 clusters Score -1.057384e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -10574150.000000 Penalty: 3719.412598
	Iteration 27Q: 3 clusters Score -1.057415e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 69741 members 
Entering Unmasked Estep 
Score: -10574469.000000 Penalty: 3719.412598
	Iteration 28Q: 3 clusters Score -1.057447e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -10574757.000000 Penalty: 3719.412598
	Iteration 29Q: 3 clusters Score -1.057476e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -10575114.000000 Penalty: 3719.412598
	Iteration 30Q: 3 clusters Score -1.057511e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 73497 members 
Entering Unmasked Estep 
Score: -10575431.000000 Penalty: 3719.412598
	Iteration 31Q: 3 clusters Score -1.057543e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 74762 members 
Entering Unmasked Estep 
Score: -10575825.000000 Penalty: 3719.412598
	Iteration 32Q: 3 clusters Score -1.057582e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -10576165.000000 Penalty: 3719.412598
	Iteration 33Q: 3 clusters Score -1.057616e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -10576494.000000 Penalty: 3719.412598
	Iteration 34Q: 3 clusters Score -1.057649e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -10576885.000000 Penalty: 3719.412598
	Iteration 35Q: 3 clusters Score -1.057688e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 79638 members 
Entering Unmasked Estep 
Score: -10577228.000000 Penalty: 3719.412598
	Iteration 36Q: 3 clusters Score -1.057723e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -10577537.000000 Penalty: 3719.412598
	Iteration 37Q: 3 clusters Score -1.057754e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 81733 members 
Entering Unmasked Estep 
Score: -10577870.000000 Penalty: 3719.412598
	Iteration 38Q: 3 clusters Score -1.057787e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 82686 members 
Entering Unmasked Estep 
Score: -10578175.000000 Penalty: 3719.412598
	Iteration 39Q: 3 clusters Score -1.057818e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -10578451.000000 Penalty: 3719.412598
	Iteration 40F: 3 clusters Score -1.057845e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 84465 members 
Entering Unmasked Estep 
Score: -10578680.000000 Penalty: 3719.412598
	Iteration 41Q: 3 clusters Score -1.057868e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -10578923.000000 Penalty: 3719.412598
	Iteration 42Q: 3 clusters Score -1.057892e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -10579165.000000 Penalty: 3719.412598
	Iteration 43Q: 3 clusters Score -1.057916e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -10579323.000000 Penalty: 3719.412598
	Iteration 44Q: 3 clusters Score -1.057932e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 87307 members 
Entering Unmasked Estep 
Score: -10579531.000000 Penalty: 3719.412598
	Iteration 45Q: 3 clusters Score -1.057953e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 87849 members 
Entering Unmasked Estep 
Score: -10579706.000000 Penalty: 3719.412598
	Iteration 46Q: 3 clusters Score -1.057971e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 88336 members 
Entering Unmasked Estep 
Score: -10579927.000000 Penalty: 3719.412598
	Iteration 47Q: 3 clusters Score -1.057993e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 88752 members 
Entering Unmasked Estep 
Score: -10580044.000000 Penalty: 3719.412598
	Iteration 48Q: 3 clusters Score -1.058004e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 89100 members 
Entering Unmasked Estep 
Score: -10580168.000000 Penalty: 3719.412598
	Iteration 49Q: 3 clusters Score -1.058017e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -10580292.000000 Penalty: 3719.412598
	Iteration 50Q: 3 clusters Score -1.058029e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -10580326.000000 Penalty: 3719.412598
	Iteration 51Q: 3 clusters Score -1.058033e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -10580323.000000 Penalty: 3719.412598
	Iteration 52Q: 3 clusters Score -1.058032e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -10580368.000000 Penalty: 3719.412598
	Iteration 53Q: 3 clusters Score -1.058037e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 90159 members 
Entering Unmasked Estep 
Score: -10580424.000000 Penalty: 3719.412598
	Iteration 54Q: 3 clusters Score -1.058042e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 90297 members 
Entering Unmasked Estep 
Score: -10580454.000000 Penalty: 3719.412598
	Iteration 55Q: 3 clusters Score -1.058045e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -10580498.000000 Penalty: 3719.412598
	Iteration 56Q: 3 clusters Score -1.05805e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 90511 members 
Entering Unmasked Estep 
Score: -10580505.000000 Penalty: 3719.412598
	Iteration 57Q: 3 clusters Score -1.05805e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -10580519.000000 Penalty: 3719.412598
	Iteration 58Q: 3 clusters Score -1.058052e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 90682 members 
Entering Unmasked Estep 
Score: -10580543.000000 Penalty: 3719.412598
	Iteration 59Q: 3 clusters Score -1.058054e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -10580561.000000 Penalty: 3719.412598
	Iteration 60F: 3 clusters Score -1.058056e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 90795 members 
Entering Unmasked Estep 
Score: -10580545.000000 Penalty: 3719.412598
	Iteration 61Q: 3 clusters Score -1.058054e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 90858 members 
Entering Unmasked Estep 
Score: -10580573.000000 Penalty: 3719.412598
	Iteration 62Q: 3 clusters Score -1.058057e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 90917 members 
Entering Unmasked Estep 
Score: -10580576.000000 Penalty: 3719.412598
	Iteration 63Q: 3 clusters Score -1.058058e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 90961 members 
Entering Unmasked Estep 
Score: -10580568.000000 Penalty: 3719.412598
	Iteration 64Q: 3 clusters Score -1.058057e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -10580561.000000 Penalty: 3719.412598
	Iteration 65Q: 3 clusters Score -1.058056e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 91020 members 
Entering Unmasked Estep 
Score: -10580568.000000 Penalty: 3719.412598
	Iteration 66Q: 3 clusters Score -1.058057e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 91039 members 
Entering Unmasked Estep 
Score: -10580582.000000 Penalty: 3719.412598
	Iteration 67Q: 3 clusters Score -1.058058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -10580590.000000 Penalty: 3719.412598
	Iteration 68Q: 3 clusters Score -1.058059e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -10580607.000000 Penalty: 3719.412598
	Iteration 69Q: 3 clusters Score -1.058061e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
Score: -10580617.000000 Penalty: 3719.412598
	Iteration 70Q: 3 clusters Score -1.058062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -10580610.000000 Penalty: 3719.412598
	Iteration 71Q: 3 clusters Score -1.058061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -10580608.000000 Penalty: 3719.412598
	Iteration 72Q: 3 clusters Score -1.058061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 91160 members 
Entering Unmasked Estep 
Score: -10580605.000000 Penalty: 3719.412598
	Iteration 73Q: 3 clusters Score -1.05806e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -10580611.000000 Penalty: 3719.412598
	Iteration 74Q: 3 clusters Score -1.058061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 91196 members 
Entering Unmasked Estep 
Score: -10580612.000000 Penalty: 3719.412598
	Iteration 75Q: 3 clusters Score -1.058061e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -10580616.000000 Penalty: 3719.412598
	Iteration 76Q: 3 clusters Score -1.058062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 91231 members 
Entering Unmasked Estep 
Score: -10580611.000000 Penalty: 3719.412598
	Iteration 77Q: 3 clusters Score -1.058061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 91240 members 
Entering Unmasked Estep 
Score: -10580614.000000 Penalty: 3719.412598
	Iteration 78Q: 3 clusters Score -1.058061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 91248 members 
Entering Unmasked Estep 
Score: -10580622.000000 Penalty: 3719.412598
	Iteration 79Q: 3 clusters Score -1.058062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -10580616.000000 Penalty: 3719.412598
	Iteration 80F: 3 clusters Score -1.058062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 91266 members 
Entering Unmasked Estep 
Score: -10580616.000000 Penalty: 3719.412598
	Iteration 81Q: 3 clusters Score -1.058062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 91273 members 
Entering Unmasked Estep 
Score: -10580612.000000 Penalty: 3719.412598
	Iteration 82Q: 3 clusters Score -1.058061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 91278 members 
Entering Unmasked Estep 
Score: -10580630.000000 Penalty: 3719.412598
	Iteration 83Q: 3 clusters Score -1.058063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 91284 members 
Entering Unmasked Estep 
Score: -10580632.000000 Penalty: 3719.412598
	Iteration 84Q: 3 clusters Score -1.058063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 91287 members 
Entering Unmasked Estep 
Score: -10580639.000000 Penalty: 3719.412598
	Iteration 85Q: 3 clusters Score -1.058064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 91289 members 
Entering Unmasked Estep 
Score: -10580639.000000 Penalty: 3719.412598
	Iteration 86Q: 3 clusters Score -1.058064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 91296 members 
Entering Unmasked Estep 
Score: -10580635.000000 Penalty: 3719.412598
	Iteration 87Q: 3 clusters Score -1.058064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 91298 members 
Entering Unmasked Estep 
Score: -10580640.000000 Penalty: 3719.412598
	Iteration 88Q: 3 clusters Score -1.058064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -10580649.000000 Penalty: 3719.412598
	Iteration 89Q: 3 clusters Score -1.058065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 91294 members 
Entering Unmasked Estep 
Score: -10580653.000000 Penalty: 3719.412598
	Iteration 90Q: 3 clusters Score -1.058065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 91294 members 
Entering Unmasked Estep 
Score: -10580649.000000 Penalty: 3719.412598
	Iteration 91Q: 3 clusters Score -1.058065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 91294 members 
Entering Unmasked Estep 
Score: -10580649.000000 Penalty: 3719.412598
	Iteration 92F: 3 clusters Score -1.058065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Entering Unmasked Estep 
Score: -504217.312500 Penalty: 1371.445435
	Iteration 0F: 2 clusters Score -504217.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -500521.875000 Penalty: 2742.890869
	Iteration 0F: 3 clusters Score -500521.9 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -501484.843750 Penalty: 2742.890869
	Iteration 1F: 3 clusters Score -501484.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -501640.125000 Penalty: 2742.890869
	Iteration 2F: 3 clusters Score -501640.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -501729.781250 Penalty: 2742.890869
	Iteration 3Q: 3 clusters Score -501729.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -501819.031250 Penalty: 2742.890869
	Iteration 4Q: 3 clusters Score -501819 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -501883.906250 Penalty: 2742.890869
	Iteration 5Q: 3 clusters Score -501883.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -501938.562500 Penalty: 2742.890869
	Iteration 6Q: 3 clusters Score -501938.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -501993.562500 Penalty: 2742.890869
	Iteration 7Q: 3 clusters Score -501993.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -502050.250000 Penalty: 2742.890869
	Iteration 8Q: 3 clusters Score -502050.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -502106.500000 Penalty: 2742.890869
	Iteration 9Q: 3 clusters Score -502106.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -502200.062500 Penalty: 2742.890869
	Iteration 10Q: 3 clusters Score -502200.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -502321.000000 Penalty: 2742.890869
	Iteration 11Q: 3 clusters Score -502321 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -502457.218750 Penalty: 2742.890869
	Iteration 12Q: 3 clusters Score -502457.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -502619.843750 Penalty: 2742.890869
	Iteration 13Q: 3 clusters Score -502619.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -502763.500000 Penalty: 2742.890869
	Iteration 14Q: 3 clusters Score -502763.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -502894.812500 Penalty: 2742.890869
	Iteration 15Q: 3 clusters Score -502894.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -503027.250000 Penalty: 2742.890869
	Iteration 16Q: 3 clusters Score -503027.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -503130.500000 Penalty: 2742.890869
	Iteration 17Q: 3 clusters Score -503130.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -503188.968750 Penalty: 2742.890869
	Iteration 18Q: 3 clusters Score -503189 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -503233.125000 Penalty: 2742.890869
	Iteration 19Q: 3 clusters Score -503233.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -503265.468750 Penalty: 2742.890869
	Iteration 20F: 3 clusters Score -503265.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -503294.437500 Penalty: 2742.890869
	Iteration 21Q: 3 clusters Score -503294.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -503321.625000 Penalty: 2742.890869
	Iteration 22Q: 3 clusters Score -503321.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -503348.531250 Penalty: 2742.890869
	Iteration 23Q: 3 clusters Score -503348.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -503366.687500 Penalty: 2742.890869
	Iteration 24Q: 3 clusters Score -503366.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -503373.187500 Penalty: 2742.890869
	Iteration 25Q: 3 clusters Score -503373.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -503378.437500 Penalty: 2742.890869
	Iteration 26Q: 3 clusters Score -503378.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -503382.906250 Penalty: 2742.890869
	Iteration 27Q: 3 clusters Score -503382.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -503387.906250 Penalty: 2742.890869
	Iteration 28Q: 3 clusters Score -503387.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -503390.500000 Penalty: 2742.890869
	Iteration 29Q: 3 clusters Score -503390.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -503392.812500 Penalty: 2742.890869
	Iteration 30Q: 3 clusters Score -503392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -503393.906250 Penalty: 2742.890869
	Iteration 31Q: 3 clusters Score -503393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -503394.718750 Penalty: 2742.890869
	Iteration 32Q: 3 clusters Score -503394.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -503394.000000 Penalty: 2742.890869
	Iteration 33Q: 3 clusters Score -503394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -503394.250000 Penalty: 2742.890869
	Iteration 34Q: 3 clusters Score -503394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -503394.062500 Penalty: 2742.890869
	Iteration 35Q: 3 clusters Score -503394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -503394.062500 Penalty: 2742.890869
	Iteration 36F: 3 clusters Score -503394.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Entering Unmasked Estep 
Score: -934715.187500 Penalty: 1461.331055
	Iteration 0F: 2 clusters Score -934715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -928726.250000 Penalty: 2922.662109
	Iteration 0F: 3 clusters Score -928726.2 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -930547.687500 Penalty: 2922.662109
	Iteration 1F: 3 clusters Score -930547.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -930742.625000 Penalty: 2922.662109
	Iteration 2F: 3 clusters Score -930742.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -930936.312500 Penalty: 2922.662109
	Iteration 3Q: 3 clusters Score -930936.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -931180.312500 Penalty: 2922.662109
	Iteration 4Q: 3 clusters Score -931180.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -931506.312500 Penalty: 2922.662109
	Iteration 5F: 3 clusters Score -931506.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -931881.500000 Penalty: 2922.662109
	Iteration 6F: 3 clusters Score -931881.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -932244.562500 Penalty: 2922.662109
	Iteration 7F: 3 clusters Score -932244.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -932694.187500 Penalty: 2922.662109
	Iteration 8F: 3 clusters Score -932694.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -933243.062500 Penalty: 2922.662109
	Iteration 9F: 3 clusters Score -933243.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -933671.375000 Penalty: 2922.662109
	Iteration 10F: 3 clusters Score -933671.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -933892.437500 Penalty: 2922.662109
	Iteration 11Q: 3 clusters Score -933892.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -933967.875000 Penalty: 2922.662109
	Iteration 12Q: 3 clusters Score -933967.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -934005.062500 Penalty: 2922.662109
	Iteration 13Q: 3 clusters Score -934005.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -934025.187500 Penalty: 2922.662109
	Iteration 14Q: 3 clusters Score -934025.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -934038.250000 Penalty: 2922.662109
	Iteration 15Q: 3 clusters Score -934038.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -934043.937500 Penalty: 2922.662109
	Iteration 16Q: 3 clusters Score -934043.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -934046.062500 Penalty: 2922.662109
	Iteration 17Q: 3 clusters Score -934046.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -934051.000000 Penalty: 2922.662109
	Iteration 18Q: 3 clusters Score -934051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -934048.750000 Penalty: 2922.662109
	Iteration 19Q: 3 clusters Score -934048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -934052.812500 Penalty: 2922.662109
	Iteration 20F: 3 clusters Score -934052.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 86074 members 
Mstep: Class 3 contains 12942 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84170 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78736 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100336.000000 Penalty: 51286.125000
Iteration 479Q: 24 clusters Score -1.021003e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 86073 members 
Mstep: Class 3 contains 12942 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84168 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95056 members 
Mstep: Class 12 contains 78737 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100360.000000 Penalty: 51286.125000
Iteration 480F: 24 clusters Score -1.021004e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 86080 members 
Mstep: Class 3 contains 12941 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84168 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95056 members 
Mstep: Class 12 contains 78734 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100336.000000 Penalty: 51286.125000
Iteration 481Q: 24 clusters Score -1.021003e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 86080 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84169 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95057 members 
Mstep: Class 12 contains 78732 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100352.000000 Penalty: 51286.125000
Iteration 482Q: 24 clusters Score -1.021004e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 86083 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84169 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95057 members 
Mstep: Class 12 contains 78731 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100336.000000 Penalty: 51286.125000
Iteration 483Q: 24 clusters Score -1.021003e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 86084 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84169 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95056 members 
Mstep: Class 12 contains 78731 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100360.000000 Penalty: 51286.125000
Iteration 484Q: 24 clusters Score -1.021004e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 86085 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84169 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78730 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100344.000000 Penalty: 51286.125000
Iteration 485Q: 24 clusters Score -1.021003e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 86085 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84169 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78730 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100352.000000 Penalty: 51286.125000
Iteration 486Q: 24 clusters Score -1.021004e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 86086 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84169 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78729 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100336.000000 Penalty: 51286.125000
Iteration 487Q: 24 clusters Score -1.021003e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 86088 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84169 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78727 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100328.000000 Penalty: 51286.125000
Iteration 488Q: 24 clusters Score -1.021003e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 86089 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15570 members 
Mstep: Class 6 contains 84168 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78729 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100296.000000 Penalty: 51286.125000
Iteration 489Q: 24 clusters Score -1.021003e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 86090 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15570 members 
Mstep: Class 6 contains 84167 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95055 members 
Mstep: Class 12 contains 78728 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100336.000000 Penalty: 51286.125000
Iteration 490Q: 24 clusters Score -1.021003e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 86091 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15570 members 
Mstep: Class 6 contains 84167 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95054 members 
Mstep: Class 12 contains 78730 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100328.000000 Penalty: 51286.125000
Iteration 491Q: 24 clusters Score -1.021003e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 86090 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 84167 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78730 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100304.000000 Penalty: 51286.125000
Iteration 492Q: 24 clusters Score -1.021003e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 86090 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 84166 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176015 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78729 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100272.000000 Penalty: 51286.125000
Iteration 493Q: 24 clusters Score -1.021003e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 86091 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 84166 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176015 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95051 members 
Mstep: Class 12 contains 78728 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100280.000000 Penalty: 51286.125000
Iteration 494Q: 24 clusters Score -1.021003e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 86089 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 84166 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176015 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78728 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100264.000000 Penalty: 51286.125000
Iteration 495Q: 24 clusters Score -1.021003e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 86088 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 84166 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176015 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78728 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100256.000000 Penalty: 51286.125000
Iteration 496Q: 24 clusters Score -1.021003e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 86087 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 84166 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176015 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78729 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100264.000000 Penalty: 51286.125000
Iteration 497Q: 24 clusters Score -1.021003e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 86085 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 84166 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176015 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78731 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100272.000000 Penalty: 51286.125000
Iteration 498Q: 24 clusters Score -1.021003e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 86085 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 84166 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176015 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78730 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100280.000000 Penalty: 51286.125000
Iteration 499Q: 24 clusters Score -1.021003e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79131 members 
Mstep: Class 2 contains 86084 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 84166 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 176015 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 95052 members 
Mstep: Class 12 contains 78730 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 40631 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 93372 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100256.000000 Penalty: 51286.125000
Iteration 500F: 24 clusters Score -1.021003e+08 nChanged 3
Maximum iterations exceeded
--- Evaluating fit on full set of 2732297 points ---
Entering Unmasked Estep 
Score: -306023744.000000 Penalty: 55392.191406
21->24 Clusters: Score -306023744.000000, best is -306082816.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 910765 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 43212 members 
Mstep: Class 3 contains 43001 members 
Mstep: Class 4 contains 43551 members 
Mstep: Class 5 contains 43181 members 
Mstep: Class 6 contains 43684 members 
Mstep: Class 7 contains 43286 members 
Mstep: Class 8 contains 43395 members 
Mstep: Class 9 contains 43593 members 
Mstep: Class 10 contains 43515 members 
Mstep: Class 11 contains 43428 members 
Mstep: Class 12 contains 43190 members 
Mstep: Class 13 contains 43046 members 
Mstep: Class 14 contains 43313 members 
Mstep: Class 15 contains 43504 members 
Mstep: Class 16 contains 43407 members 
Mstep: Class 17 contains 43465 members 
Mstep: Class 18 contains 43254 members 
Mstep: Class 19 contains 43419 members 
Mstep: Class 20 contains 43616 members 
Mstep: Class 21 contains 43276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 692.034424 but Gain 2229.832031
Score: -98524736.000000 Penalty: 44596.628906
Iteration 0F: 21 clusters Score -9.852474e+07 nChanged 864854
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 35078 members 
Mstep: Class 3 contains 34170 members 
Mstep: Class 4 contains 29698 members 
Mstep: Class 5 contains 20406 members 
Mstep: Class 6 contains 56991 members 
Mstep: Class 7 contains 54378 members 
Mstep: Class 8 contains 44188 members 
Mstep: Class 9 contains 23457 members 
Mstep: Class 10 contains 93888 members 
Mstep: Class 11 contains 99748 members 
Mstep: Class 12 contains 26890 members 
Mstep: Class 13 contains 37693 members 
Mstep: Class 14 contains 33081 members 
Mstep: Class 15 contains 25415 members 
Mstep: Class 16 contains 73784 members 
Mstep: Class 17 contains 62886 members 
Mstep: Class 18 contains 16717 members 
Mstep: Class 19 contains 66172 members 
Mstep: Class 21 contains 38631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100389192.000000 Penalty: 44596.628906
Iteration 1F: 21 clusters Score -1.003892e+08 nChanged 319516
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 21687 members 
Mstep: Class 3 contains 37885 members 
Mstep: Class 4 contains 26668 members 
Mstep: Class 5 contains 14554 members 
Mstep: Class 6 contains 44305 members 
Mstep: Class 7 contains 49057 members 
Mstep: Class 8 contains 44461 members 
Mstep: Class 9 contains 19913 members 
Mstep: Class 10 contains 92297 members 
Mstep: Class 11 contains 115124 members 
Mstep: Class 12 contains 30543 members 
Mstep: Class 13 contains 46960 members 
Mstep: Class 14 contains 28700 members 
Mstep: Class 15 contains 17183 members 
Mstep: Class 16 contains 80231 members 
Mstep: Class 17 contains 56798 members 
Mstep: Class 18 contains 8854 members 
Mstep: Class 19 contains 92012 members 
Mstep: Class 21 contains 46565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100854248.000000 Penalty: 44596.628906
Iteration 2F: 21 clusters Score -1.008542e+08 nChanged 219702
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 13380 members 
Mstep: Class 3 contains 34486 members 
Mstep: Class 4 contains 22201 members 
Mstep: Class 5 contains 13301 members 
Mstep: Class 6 contains 47894 members 
Mstep: Class 7 contains 43775 members 
Mstep: Class 8 contains 47665 members 
Mstep: Class 9 contains 13338 members 
Mstep: Class 10 contains 88689 members 
Mstep: Class 11 contains 133734 members 
Mstep: Class 12 contains 32157 members 
Mstep: Class 13 contains 50684 members 
Mstep: Class 14 contains 22111 members 
Mstep: Class 15 contains 13751 members 
Mstep: Class 16 contains 77684 members 
Mstep: Class 17 contains 68124 members 
Mstep: Class 18 contains 4467 members 
Mstep: Class 19 contains 102928 members 
Mstep: Class 21 contains 48880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101147696.000000 Penalty: 44596.628906
Iteration 3F: 21 clusters Score -1.011477e+08 nChanged 193094
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 8623 members 
Mstep: Class 3 contains 29304 members 
Mstep: Class 4 contains 17953 members 
Mstep: Class 5 contains 12806 members 
Mstep: Class 6 contains 65512 members 
Mstep: Class 7 contains 40254 members 
Mstep: Class 8 contains 44601 members 
Mstep: Class 9 contains 7468 members 
Mstep: Class 10 contains 75399 members 
Mstep: Class 11 contains 146268 members 
Mstep: Class 12 contains 35010 members 
Mstep: Class 13 contains 55019 members 
Mstep: Class 14 contains 15012 members 
Mstep: Class 15 contains 12282 members 
Mstep: Class 16 contains 64484 members 
Mstep: Class 17 contains 96570 members 
Mstep: Class 18 contains 2699 members 
Mstep: Class 19 contains 105687 members 
Mstep: Class 21 contains 51595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101392280.000000 Penalty: 44596.628906
Iteration 4F: 21 clusters Score -1.013923e+08 nChanged 173649
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 6318 members 
Mstep: Class 3 contains 23491 members 
Mstep: Class 4 contains 14560 members 
Mstep: Class 5 contains 11822 members 
Mstep: Class 6 contains 77494 members 
Mstep: Class 7 contains 41773 members 
Mstep: Class 8 contains 39692 members 
Mstep: Class 9 contains 4077 members 
Mstep: Class 10 contains 55987 members 
Mstep: Class 11 contains 145022 members 
Mstep: Class 12 contains 38989 members 
Mstep: Class 13 contains 58937 members 
Mstep: Class 14 contains 9048 members 
Mstep: Class 15 contains 13066 members 
Mstep: Class 16 contains 48602 members 
Mstep: Class 17 contains 135488 members 
Mstep: Class 18 contains 2181 members 
Mstep: Class 19 contains 106680 members 
Mstep: Class 21 contains 60045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101586880.000000 Penalty: 44596.628906
Iteration 5F: 21 clusters Score -1.015869e+08 nChanged 146483
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 17628 members 
Mstep: Class 4 contains 12399 members 
Mstep: Class 5 contains 10794 members 
Mstep: Class 6 contains 80143 members 
Mstep: Class 7 contains 45960 members 
Mstep: Class 8 contains 37572 members 
Mstep: Class 9 contains 2721 members 
Mstep: Class 10 contains 39893 members 
Mstep: Class 11 contains 133991 members 
Mstep: Class 12 contains 43942 members 
Mstep: Class 13 contains 61768 members 
Mstep: Class 14 contains 5310 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 34021 members 
Mstep: Class 17 contains 170098 members 
Mstep: Class 18 contains 2174 members 
Mstep: Class 19 contains 111143 members 
Mstep: Class 21 contains 71448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101724432.000000 Penalty: 44596.628906
Iteration 6F: 21 clusters Score -1.017244e+08 nChanged 117828
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3522 members 
Mstep: Class 3 contains 12513 members 
Mstep: Class 4 contains 11352 members 
Mstep: Class 5 contains 10444 members 
Mstep: Class 6 contains 78090 members 
Mstep: Class 7 contains 48904 members 
Mstep: Class 8 contains 37079 members 
Mstep: Class 9 contains 2333 members 
Mstep: Class 10 contains 30414 members 
Mstep: Class 11 contains 119365 members 
Mstep: Class 12 contains 50616 members 
Mstep: Class 13 contains 64034 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 12976 members 
Mstep: Class 16 contains 22156 members 
Mstep: Class 17 contains 194032 members 
Mstep: Class 18 contains 2223 members 
Mstep: Class 19 contains 117701 members 
Mstep: Class 21 contains 82679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1906.583008 but Gain 2229.828125
Score: -101807560.000000 Penalty: 42366.800781
Iteration 7F: 20 clusters Score -1.018076e+08 nChanged 94645
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 8659 members 
Mstep: Class 4 contains 11195 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 75871 members 
Mstep: Class 7 contains 49994 members 
Mstep: Class 8 contains 37845 members 
Mstep: Class 9 contains 2368 members 
Mstep: Class 10 contains 26377 members 
Mstep: Class 11 contains 104041 members 
Mstep: Class 12 contains 57922 members 
Mstep: Class 13 contains 66979 members 
Mstep: Class 15 contains 12869 members 
Mstep: Class 16 contains 14603 members 
Mstep: Class 17 contains 206889 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 120208 members 
Mstep: Class 21 contains 95434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2063.159180 but Gain 2229.832031
Score: -101859024.000000 Penalty: 40136.968750
Iteration 8F: 19 clusters Score -1.01859e+08 nChanged 78376
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 5945 members 
Mstep: Class 4 contains 11484 members 
Mstep: Class 5 contains 10425 members 
Mstep: Class 6 contains 74183 members 
Mstep: Class 7 contains 50356 members 
Mstep: Class 8 contains 39105 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 24422 members 
Mstep: Class 11 contains 89378 members 
Mstep: Class 12 contains 65204 members 
Mstep: Class 13 contains 71544 members 
Mstep: Class 15 contains 13131 members 
Mstep: Class 16 contains 10271 members 
Mstep: Class 17 contains 211921 members 
Mstep: Class 18 contains 2560 members 
Mstep: Class 19 contains 114981 members 
Mstep: Class 21 contains 111312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2028.767944 but Gain 2229.832031
Score: -101897136.000000 Penalty: 37907.136719
Iteration 9F: 18 clusters Score -1.018971e+08 nChanged 66738
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 3 contains 3886 members 
Mstep: Class 4 contains 12055 members 
Mstep: Class 5 contains 10515 members 
Mstep: Class 6 contains 72643 members 
Mstep: Class 7 contains 51072 members 
Mstep: Class 8 contains 40405 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 23060 members 
Mstep: Class 11 contains 74889 members 
Mstep: Class 12 contains 71220 members 
Mstep: Class 13 contains 76830 members 
Mstep: Class 15 contains 13945 members 
Mstep: Class 16 contains 7915 members 
Mstep: Class 17 contains 213833 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 103152 members 
Mstep: Class 21 contains 129727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101925424.000000 Penalty: 37907.136719
Iteration 10F: 18 clusters Score -1.019254e+08 nChanged 57125
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 3 contains 2622 members 
Mstep: Class 4 contains 12712 members 
Mstep: Class 5 contains 10605 members 
Mstep: Class 6 contains 70646 members 
Mstep: Class 7 contains 51759 members 
Mstep: Class 8 contains 41493 members 
Mstep: Class 9 contains 2593 members 
Mstep: Class 10 contains 22185 members 
Mstep: Class 11 contains 61369 members 
Mstep: Class 12 contains 76370 members 
Mstep: Class 13 contains 82856 members 
Mstep: Class 15 contains 14799 members 
Mstep: Class 16 contains 6711 members 
Mstep: Class 17 contains 213947 members 
Mstep: Class 18 contains 3293 members 
Mstep: Class 19 contains 88046 members 
Mstep: Class 21 contains 148724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1816.294434 but Gain 2229.832031
Score: -101944256.000000 Penalty: 35677.304688
Iteration 11F: 17 clusters Score -1.019443e+08 nChanged 52558
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 13362 members 
Mstep: Class 5 contains 10687 members 
Mstep: Class 6 contains 68566 members 
Mstep: Class 7 contains 52674 members 
Mstep: Class 8 contains 42317 members 
Mstep: Class 9 contains 2654 members 
Mstep: Class 10 contains 21547 members 
Mstep: Class 11 contains 49486 members 
Mstep: Class 12 contains 80670 members 
Mstep: Class 13 contains 88174 members 
Mstep: Class 15 contains 15831 members 
Mstep: Class 16 contains 6118 members 
Mstep: Class 17 contains 213619 members 
Mstep: Class 18 contains 3475 members 
Mstep: Class 19 contains 71571 members 
Mstep: Class 21 contains 169978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101946584.000000 Penalty: 35677.304688
Iteration 12F: 17 clusters Score -1.019466e+08 nChanged 45695
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 13981 members 
Mstep: Class 5 contains 10738 members 
Mstep: Class 6 contains 66384 members 
Mstep: Class 7 contains 53927 members 
Mstep: Class 8 contains 43008 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 21239 members 
Mstep: Class 11 contains 39465 members 
Mstep: Class 12 contains 84198 members 
Mstep: Class 13 contains 93837 members 
Mstep: Class 15 contains 16897 members 
Mstep: Class 16 contains 5951 members 
Mstep: Class 17 contains 212875 members 
Mstep: Class 18 contains 3623 members 
Mstep: Class 19 contains 57753 members 
Mstep: Class 21 contains 184158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101943912.000000 Penalty: 35677.304688
Iteration 13F: 17 clusters Score -1.019439e+08 nChanged 37876
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 14560 members 
Mstep: Class 5 contains 10748 members 
Mstep: Class 6 contains 64349 members 
Mstep: Class 7 contains 55328 members 
Mstep: Class 8 contains 43498 members 
Mstep: Class 9 contains 2750 members 
Mstep: Class 10 contains 21124 members 
Mstep: Class 11 contains 31305 members 
Mstep: Class 12 contains 87281 members 
Mstep: Class 13 contains 102880 members 
Mstep: Class 15 contains 17965 members 
Mstep: Class 16 contains 5942 members 
Mstep: Class 17 contains 211938 members 
Mstep: Class 18 contains 3769 members 
Mstep: Class 19 contains 49739 members 
Mstep: Class 21 contains 187553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101949432.000000 Penalty: 35677.304688
Iteration 14Q: 17 clusters Score -1.019494e+08 nChanged 32545
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 15104 members 
Mstep: Class 5 contains 10757 members 
Mstep: Class 6 contains 62500 members 
Mstep: Class 7 contains 56860 members 
Mstep: Class 8 contains 43839 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 10 contains 20923 members 
Mstep: Class 11 contains 24976 members 
Mstep: Class 12 contains 89670 members 
Mstep: Class 13 contains 114037 members 
Mstep: Class 15 contains 18946 members 
Mstep: Class 16 contains 5973 members 
Mstep: Class 17 contains 210826 members 
Mstep: Class 18 contains 3904 members 
Mstep: Class 19 contains 43800 members 
Mstep: Class 21 contains 185811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101959168.000000 Penalty: 35677.304688
Iteration 15Q: 17 clusters Score -1.019592e+08 nChanged 29506
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 15560 members 
Mstep: Class 5 contains 10735 members 
Mstep: Class 6 contains 60815 members 
Mstep: Class 7 contains 58506 members 
Mstep: Class 8 contains 44044 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 20669 members 
Mstep: Class 11 contains 20356 members 
Mstep: Class 12 contains 91399 members 
Mstep: Class 13 contains 126858 members 
Mstep: Class 15 contains 19859 members 
Mstep: Class 16 contains 6020 members 
Mstep: Class 17 contains 209608 members 
Mstep: Class 18 contains 4012 members 
Mstep: Class 19 contains 38261 members 
Mstep: Class 21 contains 181158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101970784.000000 Penalty: 35677.304688
Iteration 16Q: 17 clusters Score -1.019708e+08 nChanged 27176
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 15964 members 
Mstep: Class 5 contains 10709 members 
Mstep: Class 6 contains 59354 members 
Mstep: Class 7 contains 60162 members 
Mstep: Class 8 contains 44166 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 20334 members 
Mstep: Class 11 contains 17277 members 
Mstep: Class 12 contains 92556 members 
Mstep: Class 13 contains 140276 members 
Mstep: Class 15 contains 20705 members 
Mstep: Class 16 contains 6044 members 
Mstep: Class 17 contains 208228 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 32639 members 
Mstep: Class 21 contains 175285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101983152.000000 Penalty: 35677.304688
Iteration 17Q: 17 clusters Score -1.019832e+08 nChanged 23774
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 16350 members 
Mstep: Class 5 contains 10673 members 
Mstep: Class 6 contains 58059 members 
Mstep: Class 7 contains 61904 members 
Mstep: Class 8 contains 44216 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 10 contains 19906 members 
Mstep: Class 11 contains 15171 members 
Mstep: Class 12 contains 93213 members 
Mstep: Class 13 contains 152414 members 
Mstep: Class 15 contains 21446 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 206723 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 27412 members 
Mstep: Class 21 contains 170040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101991712.000000 Penalty: 35677.304688
Iteration 18Q: 17 clusters Score -1.019917e+08 nChanged 21664
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 16690 members 
Mstep: Class 5 contains 10656 members 
Mstep: Class 6 contains 56859 members 
Mstep: Class 7 contains 63737 members 
Mstep: Class 8 contains 44209 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 19491 members 
Mstep: Class 11 contains 13689 members 
Mstep: Class 12 contains 93580 members 
Mstep: Class 13 contains 164237 members 
Mstep: Class 15 contains 22136 members 
Mstep: Class 16 contains 6118 members 
Mstep: Class 17 contains 205049 members 
Mstep: Class 18 contains 4211 members 
Mstep: Class 19 contains 23236 members 
Mstep: Class 21 contains 163842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101994488.000000 Penalty: 35677.304688
Iteration 19Q: 17 clusters Score -1.019945e+08 nChanged 19481
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 16988 members 
Mstep: Class 5 contains 10641 members 
Mstep: Class 6 contains 55871 members 
Mstep: Class 7 contains 65513 members 
Mstep: Class 8 contains 44156 members 
Mstep: Class 9 contains 3010 members 
Mstep: Class 10 contains 19239 members 
Mstep: Class 11 contains 12592 members 
Mstep: Class 12 contains 93846 members 
Mstep: Class 13 contains 174475 members 
Mstep: Class 15 contains 22742 members 
Mstep: Class 16 contains 6150 members 
Mstep: Class 17 contains 203443 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 20066 members 
Mstep: Class 21 contains 157763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101992024.000000 Penalty: 35677.304688
Iteration 20F: 17 clusters Score -1.01992e+08 nChanged 16494
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17234 members 
Mstep: Class 5 contains 10618 members 
Mstep: Class 6 contains 54994 members 
Mstep: Class 7 contains 67344 members 
Mstep: Class 8 contains 44048 members 
Mstep: Class 9 contains 3013 members 
Mstep: Class 10 contains 19113 members 
Mstep: Class 11 contains 11844 members 
Mstep: Class 12 contains 94267 members 
Mstep: Class 13 contains 181361 members 
Mstep: Class 15 contains 23310 members 
Mstep: Class 16 contains 6200 members 
Mstep: Class 17 contains 201814 members 
Mstep: Class 18 contains 4238 members 
Mstep: Class 19 contains 17752 members 
Mstep: Class 21 contains 153579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101990336.000000 Penalty: 35677.304688
Iteration 21Q: 17 clusters Score -1.019903e+08 nChanged 14289
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17444 members 
Mstep: Class 5 contains 10593 members 
Mstep: Class 6 contains 54231 members 
Mstep: Class 7 contains 69115 members 
Mstep: Class 8 contains 43910 members 
Mstep: Class 9 contains 3024 members 
Mstep: Class 10 contains 19086 members 
Mstep: Class 11 contains 11301 members 
Mstep: Class 12 contains 94738 members 
Mstep: Class 13 contains 184494 members 
Mstep: Class 15 contains 23840 members 
Mstep: Class 16 contains 6238 members 
Mstep: Class 17 contains 200275 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 16042 members 
Mstep: Class 21 contains 152178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101990616.000000 Penalty: 35677.304688
Iteration 22Q: 17 clusters Score -1.019906e+08 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17578 members 
Mstep: Class 5 contains 10578 members 
Mstep: Class 6 contains 53628 members 
Mstep: Class 7 contains 70895 members 
Mstep: Class 8 contains 43746 members 
Mstep: Class 9 contains 3026 members 
Mstep: Class 10 contains 19091 members 
Mstep: Class 11 contains 10879 members 
Mstep: Class 12 contains 95170 members 
Mstep: Class 13 contains 184703 members 
Mstep: Class 15 contains 24270 members 
Mstep: Class 16 contains 6254 members 
Mstep: Class 17 contains 198840 members 
Mstep: Class 18 contains 4181 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 21 contains 152995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101991800.000000 Penalty: 35677.304688
Iteration 23Q: 17 clusters Score -1.019918e+08 nChanged 10479
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17692 members 
Mstep: Class 5 contains 10576 members 
Mstep: Class 6 contains 53088 members 
Mstep: Class 7 contains 72707 members 
Mstep: Class 8 contains 43572 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 19109 members 
Mstep: Class 11 contains 10480 members 
Mstep: Class 12 contains 95540 members 
Mstep: Class 13 contains 183201 members 
Mstep: Class 15 contains 24630 members 
Mstep: Class 16 contains 6251 members 
Mstep: Class 17 contains 197424 members 
Mstep: Class 18 contains 4161 members 
Mstep: Class 19 contains 14103 members 
Mstep: Class 21 contains 155164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101994088.000000 Penalty: 35677.304688
Iteration 24Q: 17 clusters Score -1.019941e+08 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17816 members 
Mstep: Class 5 contains 10580 members 
Mstep: Class 6 contains 52612 members 
Mstep: Class 7 contains 74649 members 
Mstep: Class 8 contains 43375 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 19106 members 
Mstep: Class 11 contains 10093 members 
Mstep: Class 12 contains 95809 members 
Mstep: Class 13 contains 180843 members 
Mstep: Class 15 contains 24938 members 
Mstep: Class 16 contains 6247 members 
Mstep: Class 17 contains 195914 members 
Mstep: Class 18 contains 4136 members 
Mstep: Class 19 contains 13707 members 
Mstep: Class 21 contains 157863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101996440.000000 Penalty: 35677.304688
Iteration 25Q: 17 clusters Score -1.019964e+08 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17897 members 
Mstep: Class 5 contains 10578 members 
Mstep: Class 6 contains 52139 members 
Mstep: Class 7 contains 76617 members 
Mstep: Class 8 contains 43175 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 19109 members 
Mstep: Class 11 contains 9728 members 
Mstep: Class 12 contains 96046 members 
Mstep: Class 13 contains 178304 members 
Mstep: Class 15 contains 25238 members 
Mstep: Class 16 contains 6262 members 
Mstep: Class 17 contains 194438 members 
Mstep: Class 18 contains 4082 members 
Mstep: Class 19 contains 13500 members 
Mstep: Class 21 contains 160565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101997024.000000 Penalty: 35677.304688
Iteration 26Q: 17 clusters Score -1.01997e+08 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17941 members 
Mstep: Class 5 contains 10579 members 
Mstep: Class 6 contains 51708 members 
Mstep: Class 7 contains 78752 members 
Mstep: Class 8 contains 42968 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 19101 members 
Mstep: Class 11 contains 9378 members 
Mstep: Class 12 contains 96221 members 
Mstep: Class 13 contains 176276 members 
Mstep: Class 15 contains 25469 members 
Mstep: Class 16 contains 6264 members 
Mstep: Class 17 contains 192885 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 13529 members 
Mstep: Class 21 contains 162572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101998672.000000 Penalty: 35677.304688
Iteration 27Q: 17 clusters Score -1.019987e+08 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 10591 members 
Mstep: Class 6 contains 51317 members 
Mstep: Class 7 contains 81017 members 
Mstep: Class 8 contains 42725 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 19067 members 
Mstep: Class 11 contains 9041 members 
Mstep: Class 12 contains 96377 members 
Mstep: Class 13 contains 174826 members 
Mstep: Class 15 contains 25683 members 
Mstep: Class 16 contains 6263 members 
Mstep: Class 17 contains 191240 members 
Mstep: Class 18 contains 3998 members 
Mstep: Class 19 contains 13725 members 
Mstep: Class 21 contains 163847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101999800.000000 Penalty: 35677.304688
Iteration 28Q: 17 clusters Score -1.019998e+08 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 10599 members 
Mstep: Class 6 contains 50965 members 
Mstep: Class 7 contains 83421 members 
Mstep: Class 8 contains 42473 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 19059 members 
Mstep: Class 11 contains 8704 members 
Mstep: Class 12 contains 96518 members 
Mstep: Class 13 contains 173796 members 
Mstep: Class 15 contains 25844 members 
Mstep: Class 16 contains 6273 members 
Mstep: Class 17 contains 189532 members 
Mstep: Class 18 contains 3954 members 
Mstep: Class 19 contains 14040 members 
Mstep: Class 21 contains 164535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102001248.000000 Penalty: 35677.304688
Iteration 29Q: 17 clusters Score -1.020012e+08 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17953 members 
Mstep: Class 5 contains 10615 members 
Mstep: Class 6 contains 50639 members 
Mstep: Class 7 contains 85945 members 
Mstep: Class 8 contains 42183 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 8404 members 
Mstep: Class 12 contains 96662 members 
Mstep: Class 13 contains 173165 members 
Mstep: Class 15 contains 25946 members 
Mstep: Class 16 contains 6276 members 
Mstep: Class 17 contains 187734 members 
Mstep: Class 18 contains 3922 members 
Mstep: Class 19 contains 14431 members 
Mstep: Class 21 contains 164740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102002920.000000 Penalty: 35677.304688
Iteration 30Q: 17 clusters Score -1.020029e+08 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17937 members 
Mstep: Class 5 contains 10621 members 
Mstep: Class 6 contains 50329 members 
Mstep: Class 7 contains 88561 members 
Mstep: Class 8 contains 41889 members 
Mstep: Class 9 contains 3062 members 
Mstep: Class 10 contains 19044 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 96777 members 
Mstep: Class 13 contains 172733 members 
Mstep: Class 15 contains 26011 members 
Mstep: Class 16 contains 6288 members 
Mstep: Class 17 contains 185894 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 14875 members 
Mstep: Class 21 contains 164686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102005128.000000 Penalty: 35677.304688
Iteration 31Q: 17 clusters Score -1.020051e+08 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17916 members 
Mstep: Class 5 contains 10615 members 
Mstep: Class 6 contains 50023 members 
Mstep: Class 7 contains 91188 members 
Mstep: Class 8 contains 41601 members 
Mstep: Class 9 contains 3063 members 
Mstep: Class 10 contains 19024 members 
Mstep: Class 11 contains 7873 members 
Mstep: Class 12 contains 96875 members 
Mstep: Class 13 contains 172318 members 
Mstep: Class 15 contains 26029 members 
Mstep: Class 16 contains 6288 members 
Mstep: Class 17 contains 184108 members 
Mstep: Class 18 contains 3860 members 
Mstep: Class 19 contains 15406 members 
Mstep: Class 21 contains 164542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102005888.000000 Penalty: 35677.304688
Iteration 32Q: 17 clusters Score -1.020059e+08 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17875 members 
Mstep: Class 5 contains 10602 members 
Mstep: Class 6 contains 49742 members 
Mstep: Class 7 contains 93868 members 
Mstep: Class 8 contains 41336 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 19004 members 
Mstep: Class 11 contains 7602 members 
Mstep: Class 12 contains 96962 members 
Mstep: Class 13 contains 171973 members 
Mstep: Class 15 contains 26043 members 
Mstep: Class 16 contains 6286 members 
Mstep: Class 17 contains 182251 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 15998 members 
Mstep: Class 21 contains 164290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102007256.000000 Penalty: 35677.304688
Iteration 33Q: 17 clusters Score -1.020073e+08 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17835 members 
Mstep: Class 5 contains 10593 members 
Mstep: Class 6 contains 49454 members 
Mstep: Class 7 contains 96599 members 
Mstep: Class 8 contains 41083 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 18983 members 
Mstep: Class 11 contains 7330 members 
Mstep: Class 12 contains 97044 members 
Mstep: Class 13 contains 171666 members 
Mstep: Class 15 contains 26008 members 
Mstep: Class 16 contains 6315 members 
Mstep: Class 17 contains 180337 members 
Mstep: Class 18 contains 3835 members 
Mstep: Class 19 contains 16632 members 
Mstep: Class 21 contains 163959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102008664.000000 Penalty: 35677.304688
Iteration 34Q: 17 clusters Score -1.020087e+08 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17792 members 
Mstep: Class 5 contains 10571 members 
Mstep: Class 6 contains 49190 members 
Mstep: Class 7 contains 99316 members 
Mstep: Class 8 contains 40835 members 
Mstep: Class 9 contains 3064 members 
Mstep: Class 10 contains 18947 members 
Mstep: Class 11 contains 7041 members 
Mstep: Class 12 contains 97145 members 
Mstep: Class 13 contains 171411 members 
Mstep: Class 15 contains 25917 members 
Mstep: Class 16 contains 6323 members 
Mstep: Class 17 contains 178489 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 17258 members 
Mstep: Class 21 contains 163604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102010352.000000 Penalty: 35677.304688
Iteration 35Q: 17 clusters Score -1.020104e+08 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17707 members 
Mstep: Class 5 contains 10548 members 
Mstep: Class 6 contains 48927 members 
Mstep: Class 7 contains 102185 members 
Mstep: Class 8 contains 40576 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 18909 members 
Mstep: Class 11 contains 6727 members 
Mstep: Class 12 contains 97262 members 
Mstep: Class 13 contains 171210 members 
Mstep: Class 15 contains 25794 members 
Mstep: Class 16 contains 6329 members 
Mstep: Class 17 contains 176605 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 17899 members 
Mstep: Class 21 contains 163181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102012400.000000 Penalty: 35677.304688
Iteration 36Q: 17 clusters Score -1.020124e+08 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17604 members 
Mstep: Class 5 contains 10525 members 
Mstep: Class 6 contains 48691 members 
Mstep: Class 7 contains 105063 members 
Mstep: Class 8 contains 40320 members 
Mstep: Class 9 contains 3087 members 
Mstep: Class 10 contains 18854 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 97356 members 
Mstep: Class 13 contains 171072 members 
Mstep: Class 15 contains 25625 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 174738 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 18563 members 
Mstep: Class 21 contains 162708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102014240.000000 Penalty: 35677.304688
Iteration 37Q: 17 clusters Score -1.020142e+08 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17458 members 
Mstep: Class 5 contains 10498 members 
Mstep: Class 6 contains 48472 members 
Mstep: Class 7 contains 108002 members 
Mstep: Class 8 contains 40045 members 
Mstep: Class 9 contains 3113 members 
Mstep: Class 10 contains 18811 members 
Mstep: Class 11 contains 6069 members 
Mstep: Class 12 contains 97453 members 
Mstep: Class 13 contains 170917 members 
Mstep: Class 15 contains 25448 members 
Mstep: Class 16 contains 6314 members 
Mstep: Class 17 contains 172902 members 
Mstep: Class 18 contains 3769 members 
Mstep: Class 19 contains 19183 members 
Mstep: Class 21 contains 162275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102015840.000000 Penalty: 35677.304688
Iteration 38Q: 17 clusters Score -1.020158e+08 nChanged 5457
Entering ConstructFrom: 
Score: -102015840.000000 Penalty: 35677.304688
Entering ConstructFrom: 
Trying to split cluster 4 (17301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Entering Unmasked Estep 
Score: -1992816.750000 Penalty: 1585.759399
	Iteration 0F: 2 clusters Score -1992817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1981076.250000 Penalty: 3171.518799
	Iteration 0F: 3 clusters Score -1981076 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1985336.500000 Penalty: 3171.518799
	Iteration 1F: 3 clusters Score -1985336 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1985716.625000 Penalty: 3171.518799
	Iteration 2F: 3 clusters Score -1985717 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1986112.625000 Penalty: 3171.518799
	Iteration 3F: 3 clusters Score -1986113 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1986574.750000 Penalty: 3171.518799
	Iteration 4F: 3 clusters Score -1986575 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1987076.750000 Penalty: 3171.518799
	Iteration 5F: 3 clusters Score -1987077 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1987628.500000 Penalty: 3171.518799
	Iteration 6F: 3 clusters Score -1987628 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1988200.125000 Penalty: 3171.518799
	Iteration 7F: 3 clusters Score -1988200 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1988750.375000 Penalty: 3171.518799
	Iteration 8F: 3 clusters Score -1988750 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1989278.625000 Penalty: 3171.518799
	Iteration 9Q: 3 clusters Score -1989279 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1989739.500000 Penalty: 3171.518799
	Iteration 10Q: 3 clusters Score -1989740 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1990099.375000 Penalty: 3171.518799
	Iteration 11Q: 3 clusters Score -1990099 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1990308.500000 Penalty: 3171.518799
	Iteration 12Q: 3 clusters Score -1990308 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1990431.375000 Penalty: 3171.518799
	Iteration 13Q: 3 clusters Score -1990431 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1990501.875000 Penalty: 3171.518799
	Iteration 14Q: 3 clusters Score -1990502 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1990571.375000 Penalty: 3171.518799
	Iteration 15Q: 3 clusters Score -1990571 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1990635.125000 Penalty: 3171.518799
	Iteration 16Q: 3 clusters Score -1990635 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1990669.625000 Penalty: 3171.518799
	Iteration 17Q: 3 clusters Score -1990670 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1990709.125000 Penalty: 3171.518799
	Iteration 18Q: 3 clusters Score -1990709 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1990752.625000 Penalty: 3171.518799
	Iteration 19Q: 3 clusters Score -1990753 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1990795.250000 Penalty: 3171.518799
	Iteration 20F: 3 clusters Score -1990795 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1990835.250000 Penalty: 3171.518799
	Iteration 21Q: 3 clusters Score -1990835 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1990880.125000 Penalty: 3171.518799
	Iteration 22Q: 3 clusters Score -1990880 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1990946.750000 Penalty: 3171.518799
	Iteration 23Q: 3 clusters Score -1990947 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1990997.500000 Penalty: 3171.518799
	Iteration 24Q: 3 clusters Score -1990998 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1991054.125000 Penalty: 3171.518799
	Iteration 25Q: 3 clusters Score -1991054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1991115.000000 Penalty: 3171.518799
	Iteration 26Q: 3 clusters Score -1991115 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1991170.250000 Penalty: 3171.518799
	Iteration 27Q: 3 clusters Score -1991170 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1991228.500000 Penalty: 3171.518799
	Iteration 28Q: 3 clusters Score -1991228 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1991277.625000 Penalty: 3171.518799
	Iteration 29Q: 3 clusters Score -1991278 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1991324.000000 Penalty: 3171.518799
	Iteration 30Q: 3 clusters Score -1991324 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1991365.250000 Penalty: 3171.518799
	Iteration 31Q: 3 clusters Score -1991365 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1991406.000000 Penalty: 3171.518799
	Iteration 32Q: 3 clusters Score -1991406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1991434.000000 Penalty: 3171.518799
	Iteration 33Q: 3 clusters Score -1991434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1991467.375000 Penalty: 3171.518799
	Iteration 34Q: 3 clusters Score -1991467 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1991485.625000 Penalty: 3171.518799
	Iteration 35Q: 3 clusters Score -1991486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1991522.000000 Penalty: 3171.518799
	Iteration 36Q: 3 clusters Score -1991522 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1991548.125000 Penalty: 3171.518799
	Iteration 37Q: 3 clusters Score -1991548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1991571.000000 Penalty: 3171.518799
	Iteration 38Q: 3 clusters Score -1991571 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1991596.000000 Penalty: 3171.518799
	Iteration 39Q: 3 clusters Score -1991596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1991611.875000 Penalty: 3171.518799
	Iteration 40F: 3 clusters Score -1991612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1991624.875000 Penalty: 3171.518799
	Iteration 41Q: 3 clusters Score -1991625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1991645.625000 Penalty: 3171.518799
	Iteration 42Q: 3 clusters Score -1991646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1991653.000000 Penalty: 3171.518799
	Iteration 43Q: 3 clusters Score -1991653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1991659.500000 Penalty: 3171.518799
	Iteration 44Q: 3 clusters Score -1991660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1991665.375000 Penalty: 3171.518799
	Iteration 45Q: 3 clusters Score -1991665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1991670.625000 Penalty: 3171.518799
	Iteration 46Q: 3 clusters Score -1991671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1991671.250000 Penalty: 3171.518799
	Iteration 47Q: 3 clusters Score -1991671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1991676.500000 Penalty: 3171.518799
	Iteration 48Q: 3 clusters Score -1991676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1991681.750000 Penalty: 3171.518799
	Iteration 49Q: 3 clusters Score -1991682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1991691.000000 Penalty: 3171.518799
	Iteration 50Q: 3 clusters Score -1991691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1991694.125000 Penalty: 3171.518799
	Iteration 51Q: 3 clusters Score -1991694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1991697.875000 Penalty: 3171.518799
	Iteration 52Q: 3 clusters Score -1991698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1991698.375000 Penalty: 3171.518799
	Iteration 53Q: 3 clusters Score -1991698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1991697.875000 Penalty: 3171.518799
	Iteration 54Q: 3 clusters Score -1991698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1991703.000000 Penalty: 3171.518799
	Iteration 55Q: 3 clusters Score -1991703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1991707.500000 Penalty: 3171.518799
	Iteration 56Q: 3 clusters Score -1991708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1991708.875000 Penalty: 3171.518799
	Iteration 57Q: 3 clusters Score -1991709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1991713.375000 Penalty: 3171.518799
	Iteration 58Q: 3 clusters Score -1991713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1991713.750000 Penalty: 3171.518799
	Iteration 59Q: 3 clusters Score -1991714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1991711.625000 Penalty: 3171.518799
	Iteration 60F: 3 clusters Score -1991712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1991713.625000 Penalty: 3171.518799
	Iteration 61Q: 3 clusters Score -1991714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1991714.625000 Penalty: 3171.518799
	Iteration 62Q: 3 clusters Score -1991715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1991715.500000 Penalty: 3171.518799
	Iteration 63Q: 3 clusters Score -1991716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1991715.375000 Penalty: 3171.518799
	Iteration 64Q: 3 clusters Score -1991715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1991715.750000 Penalty: 3171.518799
	Iteration 65Q: 3 clusters Score -1991716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1991717.875000 Penalty: 3171.518799
	Iteration 66Q: 3 clusters Score -1991718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1991717.875000 Penalty: 3171.518799
	Iteration 67F: 3 clusters Score -1991718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Entering Unmasked Estep 
Score: -1189267.125000 Penalty: 1504.407349
	Iteration 0F: 2 clusters Score -1189267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1181739.500000 Penalty: 3008.814697
	Iteration 0F: 3 clusters Score -1181740 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1184191.875000 Penalty: 3008.814697
	Iteration 1F: 3 clusters Score -1184192 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1184527.000000 Penalty: 3008.814697
	Iteration 2F: 3 clusters Score -1184527 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1184831.125000 Penalty: 3008.814697
	Iteration 3F: 3 clusters Score -1184831 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1185167.750000 Penalty: 3008.814697
	Iteration 4F: 3 clusters Score -1185168 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1185572.125000 Penalty: 3008.814697
	Iteration 5F: 3 clusters Score -1185572 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1186016.750000 Penalty: 3008.814697
	Iteration 6F: 3 clusters Score -1186017 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1186487.750000 Penalty: 3008.814697
	Iteration 7F: 3 clusters Score -1186488 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1186930.250000 Penalty: 3008.814697
	Iteration 8F: 3 clusters Score -1186930 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1187289.500000 Penalty: 3008.814697
	Iteration 9Q: 3 clusters Score -1187290 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1187526.625000 Penalty: 3008.814697
	Iteration 10Q: 3 clusters Score -1187527 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1187708.750000 Penalty: 3008.814697
	Iteration 11Q: 3 clusters Score -1187709 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1187840.875000 Penalty: 3008.814697
	Iteration 12Q: 3 clusters Score -1187841 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1187926.750000 Penalty: 3008.814697
	Iteration 13Q: 3 clusters Score -1187927 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1187983.375000 Penalty: 3008.814697
	Iteration 14Q: 3 clusters Score -1187983 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1188040.000000 Penalty: 3008.814697
	Iteration 15Q: 3 clusters Score -1188040 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1188089.625000 Penalty: 3008.814697
	Iteration 16Q: 3 clusters Score -1188090 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1188128.000000 Penalty: 3008.814697
	Iteration 17Q: 3 clusters Score -1188128 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1188169.125000 Penalty: 3008.814697
	Iteration 18Q: 3 clusters Score -1188169 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1188206.750000 Penalty: 3008.814697
	Iteration 19Q: 3 clusters Score -1188207 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1188241.750000 Penalty: 3008.814697
	Iteration 20F: 3 clusters Score -1188242 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1188292.000000 Penalty: 3008.814697
	Iteration 21Q: 3 clusters Score -1188292 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1188327.750000 Penalty: 3008.814697
	Iteration 22Q: 3 clusters Score -1188328 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1188365.375000 Penalty: 3008.814697
	Iteration 23Q: 3 clusters Score -1188365 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1188405.625000 Penalty: 3008.814697
	Iteration 24Q: 3 clusters Score -1188406 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1188445.625000 Penalty: 3008.814697
	Iteration 25Q: 3 clusters Score -1188446 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1188475.375000 Penalty: 3008.814697
	Iteration 26Q: 3 clusters Score -1188475 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1188505.375000 Penalty: 3008.814697
	Iteration 27Q: 3 clusters Score -1188505 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1188530.375000 Penalty: 3008.814697
	Iteration 28Q: 3 clusters Score -1188530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1188555.500000 Penalty: 3008.814697
	Iteration 29Q: 3 clusters Score -1188556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1188576.625000 Penalty: 3008.814697
	Iteration 30Q: 3 clusters Score -1188577 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1188600.000000 Penalty: 3008.814697
	Iteration 31Q: 3 clusters Score -1188600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1188608.000000 Penalty: 3008.814697
	Iteration 32Q: 3 clusters Score -1188608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1188622.000000 Penalty: 3008.814697
	Iteration 33Q: 3 clusters Score -1188622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1188633.875000 Penalty: 3008.814697
	Iteration 34Q: 3 clusters Score -1188634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1188643.625000 Penalty: 3008.814697
	Iteration 35Q: 3 clusters Score -1188644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1188653.625000 Penalty: 3008.814697
	Iteration 36Q: 3 clusters Score -1188654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1188663.750000 Penalty: 3008.814697
	Iteration 37Q: 3 clusters Score -1188664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1188677.875000 Penalty: 3008.814697
	Iteration 38Q: 3 clusters Score -1188678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1188696.250000 Penalty: 3008.814697
	Iteration 39Q: 3 clusters Score -1188696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1188706.750000 Penalty: 3008.814697
	Iteration 40F: 3 clusters Score -1188707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1188720.875000 Penalty: 3008.814697
	Iteration 41Q: 3 clusters Score -1188721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1188730.000000 Penalty: 3008.814697
	Iteration 42Q: 3 clusters Score -1188730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1188733.500000 Penalty: 3008.814697
	Iteration 43Q: 3 clusters Score -1188734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1188743.625000 Penalty: 3008.814697
	Iteration 44Q: 3 clusters Score -1188744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1188748.500000 Penalty: 3008.814697
	Iteration 45Q: 3 clusters Score -1188748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1188752.000000 Penalty: 3008.814697
	Iteration 46Q: 3 clusters Score -1188752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1188755.625000 Penalty: 3008.814697
	Iteration 47Q: 3 clusters Score -1188756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1188757.500000 Penalty: 3008.814697
	Iteration 48Q: 3 clusters Score -1188758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1188759.625000 Penalty: 3008.814697
	Iteration 49Q: 3 clusters Score -1188760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1188761.250000 Penalty: 3008.814697
	Iteration 50Q: 3 clusters Score -1188761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1188763.125000 Penalty: 3008.814697
	Iteration 51Q: 3 clusters Score -1188763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1188764.875000 Penalty: 3008.814697
	Iteration 52Q: 3 clusters Score -1188765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1188768.625000 Penalty: 3008.814697
	Iteration 53Q: 3 clusters Score -1188769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1188770.000000 Penalty: 3008.814697
	Iteration 54Q: 3 clusters Score -1188770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1188771.125000 Penalty: 3008.814697
	Iteration 55Q: 3 clusters Score -1188771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1188775.875000 Penalty: 3008.814697
	Iteration 56Q: 3 clusters Score -1188776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1188776.250000 Penalty: 3008.814697
	Iteration 57Q: 3 clusters Score -1188776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1188778.000000 Penalty: 3008.814697
	Iteration 58Q: 3 clusters Score -1188778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1188778.875000 Penalty: 3008.814697
	Iteration 59Q: 3 clusters Score -1188779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1188778.625000 Penalty: 3008.814697
	Iteration 60F: 3 clusters Score -1188779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1188779.500000 Penalty: 3008.814697
	Iteration 61Q: 3 clusters Score -1188780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1188779.125000 Penalty: 3008.814697
	Iteration 62Q: 3 clusters Score -1188779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1188781.000000 Penalty: 3008.814697
	Iteration 63Q: 3 clusters Score -1188781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1188781.375000 Penalty: 3008.814697
	Iteration 64Q: 3 clusters Score -1188781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1188783.125000 Penalty: 3008.814697
	Iteration 65Q: 3 clusters Score -1188783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1188784.750000 Penalty: 3008.814697
	Iteration 66Q: 3 clusters Score -1188785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1188784.000000 Penalty: 3008.814697
	Iteration 67Q: 3 clusters Score -1188784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1188784.625000 Penalty: 3008.814697
	Iteration 68Q: 3 clusters Score -1188785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1188784.625000 Penalty: 3008.814697
	Iteration 69F: 3 clusters Score -1188785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Entering Unmasked Estep 
Score: -5533627.500000 Penalty: 1752.451538
	Iteration 0F: 2 clusters Score -5533628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -5501385.000000 Penalty: 3504.903076
	Iteration 0F: 3 clusters Score -5501385 nChanged 22540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -5514288.500000 Penalty: 3504.903076
	Iteration 1F: 3 clusters Score -5514288 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -5515294.500000 Penalty: 3504.903076
	Iteration 2Q: 3 clusters Score -5515294 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -5516735.500000 Penalty: 3504.903076
	Iteration 3F: 3 clusters Score -5516736 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -5518930.000000 Penalty: 3504.903076
	Iteration 4F: 3 clusters Score -5518930 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -5521913.500000 Penalty: 3504.903076
	Iteration 5F: 3 clusters Score -5521914 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -5525134.000000 Penalty: 3504.903076
	Iteration 6F: 3 clusters Score -5525134 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -5527958.500000 Penalty: 3504.903076
	Iteration 7F: 3 clusters Score -5527958 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -5529759.000000 Penalty: 3504.903076
	Iteration 8Q: 3 clusters Score -5529759 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -5530983.000000 Penalty: 3504.903076
	Iteration 9Q: 3 clusters Score -5530983 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -5531691.500000 Penalty: 3504.903076
	Iteration 10Q: 3 clusters Score -5531692 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -5532078.500000 Penalty: 3504.903076
	Iteration 11Q: 3 clusters Score -5532078 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -5532266.500000 Penalty: 3504.903076
	Iteration 12Q: 3 clusters Score -5532266 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -5532368.500000 Penalty: 3504.903076
	Iteration 13Q: 3 clusters Score -5532368 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -5532420.000000 Penalty: 3504.903076
	Iteration 14Q: 3 clusters Score -5532420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -5532465.500000 Penalty: 3504.903076
	Iteration 15Q: 3 clusters Score -5532466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -5532494.500000 Penalty: 3504.903076
	Iteration 16Q: 3 clusters Score -5532494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -5532518.000000 Penalty: 3504.903076
	Iteration 17Q: 3 clusters Score -5532518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -5532520.000000 Penalty: 3504.903076
	Iteration 18Q: 3 clusters Score -5532520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -5532534.500000 Penalty: 3504.903076
	Iteration 19Q: 3 clusters Score -5532534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -5532541.500000 Penalty: 3504.903076
	Iteration 20F: 3 clusters Score -5532542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -5532535.500000 Penalty: 3504.903076
	Iteration 21Q: 3 clusters Score -5532536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -5532545.500000 Penalty: 3504.903076
	Iteration 22Q: 3 clusters Score -5532546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -5532544.500000 Penalty: 3504.903076
	Iteration 23Q: 3 clusters Score -5532544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -5532545.000000 Penalty: 3504.903076
	Iteration 24Q: 3 clusters Score -5532545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -5532549.500000 Penalty: 3504.903076
	Iteration 25Q: 3 clusters Score -5532550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -5532556.000000 Penalty: 3504.903076
	Iteration 26Q: 3 clusters Score -5532556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -5532551.500000 Penalty: 3504.903076
	Iteration 27Q: 3 clusters Score -5532552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -5532552.000000 Penalty: 3504.903076
	Iteration 28Q: 3 clusters Score -5532552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -5532552.000000 Penalty: 3504.903076
	Iteration 29F: 3 clusters Score -5532552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (111044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111044 members 
Entering Unmasked Estep 
Score: -12565633.000000 Penalty: 1887.873291
	Iteration 0F: 2 clusters Score -1.256563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -12491683.000000 Penalty: 3775.746582
	Iteration 0F: 3 clusters Score -1.249168e+07 nChanged 53235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -12522831.000000 Penalty: 3775.746582
	Iteration 1F: 3 clusters Score -1.252283e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -12523779.000000 Penalty: 3775.746582
	Iteration 2Q: 3 clusters Score -1.252378e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -12524924.000000 Penalty: 3775.746582
	Iteration 3Q: 3 clusters Score -1.252492e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -12526326.000000 Penalty: 3775.746582
	Iteration 4Q: 3 clusters Score -1.252633e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -12527768.000000 Penalty: 3775.746582
	Iteration 5Q: 3 clusters Score -1.252777e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -12529690.000000 Penalty: 3775.746582
	Iteration 6Q: 3 clusters Score -1.252969e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -12531999.000000 Penalty: 3775.746582
	Iteration 7Q: 3 clusters Score -1.2532e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -12535301.000000 Penalty: 3775.746582
	Iteration 8F: 3 clusters Score -1.25353e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -12539454.000000 Penalty: 3775.746582
	Iteration 9F: 3 clusters Score -1.253945e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -12543880.000000 Penalty: 3775.746582
	Iteration 10F: 3 clusters Score -1.254388e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 74838 members 
Entering Unmasked Estep 
Score: -12547853.000000 Penalty: 3775.746582
	Iteration 11F: 3 clusters Score -1.254785e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -12550577.000000 Penalty: 3775.746582
	Iteration 12Q: 3 clusters Score -1.255058e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -12552362.000000 Penalty: 3775.746582
	Iteration 13Q: 3 clusters Score -1.255236e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -12553910.000000 Penalty: 3775.746582
	Iteration 14Q: 3 clusters Score -1.255391e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
Score: -12555427.000000 Penalty: 3775.746582
	Iteration 15Q: 3 clusters Score -1.255543e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 87192 members 
Entering Unmasked Estep 
Score: -12556902.000000 Penalty: 3775.746582
	Iteration 16Q: 3 clusters Score -1.25569e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 89235 members 
Entering Unmasked Estep 
Score: -12558267.000000 Penalty: 3775.746582
	Iteration 17Q: 3 clusters Score -1.255827e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 91042 members 
Entering Unmasked Estep 
Score: -12559510.000000 Penalty: 3775.746582
	Iteration 18Q: 3 clusters Score -1.255951e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 92655 members 
Entering Unmasked Estep 
Score: -12560542.000000 Penalty: 3775.746582
	Iteration 19Q: 3 clusters Score -1.256054e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 94006 members 
Entering Unmasked Estep 
Score: -12561356.000000 Penalty: 3775.746582
	Iteration 20F: 3 clusters Score -1.256136e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -12562035.000000 Penalty: 3775.746582
	Iteration 21Q: 3 clusters Score -1.256204e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 96171 members 
Entering Unmasked Estep 
Score: -12562529.000000 Penalty: 3775.746582
	Iteration 22Q: 3 clusters Score -1.256253e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -12562981.000000 Penalty: 3775.746582
	Iteration 23Q: 3 clusters Score -1.256298e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
Score: -12563374.000000 Penalty: 3775.746582
	Iteration 24Q: 3 clusters Score -1.256337e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -12563638.000000 Penalty: 3775.746582
	Iteration 25Q: 3 clusters Score -1.256364e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 99228 members 
Entering Unmasked Estep 
Score: -12563848.000000 Penalty: 3775.746582
	Iteration 26Q: 3 clusters Score -1.256385e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 99815 members 
Entering Unmasked Estep 
Score: -12564057.000000 Penalty: 3775.746582
	Iteration 27Q: 3 clusters Score -1.256406e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 100329 members 
Entering Unmasked Estep 
Score: -12564266.000000 Penalty: 3775.746582
	Iteration 28Q: 3 clusters Score -1.256427e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 100808 members 
Entering Unmasked Estep 
Score: -12564419.000000 Penalty: 3775.746582
	Iteration 29Q: 3 clusters Score -1.256442e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 101242 members 
Entering Unmasked Estep 
Score: -12564515.000000 Penalty: 3775.746582
	Iteration 30Q: 3 clusters Score -1.256452e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 101604 members 
Entering Unmasked Estep 
Score: -12564601.000000 Penalty: 3775.746582
	Iteration 31Q: 3 clusters Score -1.25646e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 101964 members 
Entering Unmasked Estep 
Score: -12564689.000000 Penalty: 3775.746582
	Iteration 32Q: 3 clusters Score -1.256469e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 102305 members 
Entering Unmasked Estep 
Score: -12564745.000000 Penalty: 3775.746582
	Iteration 33Q: 3 clusters Score -1.256474e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -12564800.000000 Penalty: 3775.746582
	Iteration 34Q: 3 clusters Score -1.25648e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 102914 members 
Entering Unmasked Estep 
Score: -12564853.000000 Penalty: 3775.746582
	Iteration 35Q: 3 clusters Score -1.256485e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 103189 members 
Entering Unmasked Estep 
Score: -12564935.000000 Penalty: 3775.746582
	Iteration 36Q: 3 clusters Score -1.256494e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 103440 members 
Entering Unmasked Estep 
Score: -12564979.000000 Penalty: 3775.746582
	Iteration 37Q: 3 clusters Score -1.256498e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 103666 members 
Entering Unmasked Estep 
Score: -12565017.000000 Penalty: 3775.746582
	Iteration 38Q: 3 clusters Score -1.256502e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 103899 members 
Entering Unmasked Estep 
Score: -12565068.000000 Penalty: 3775.746582
	Iteration 39Q: 3 clusters Score -1.256507e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 104121 members 
Entering Unmasked Estep 
Score: -12565105.000000 Penalty: 3775.746582
	Iteration 40F: 3 clusters Score -1.25651e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 104319 members 
Entering Unmasked Estep 
Score: -12565122.000000 Penalty: 3775.746582
	Iteration 41Q: 3 clusters Score -1.256512e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 104472 members 
Entering Unmasked Estep 
Score: -12565144.000000 Penalty: 3775.746582
	Iteration 42Q: 3 clusters Score -1.256514e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 104618 members 
Entering Unmasked Estep 
Score: -12565180.000000 Penalty: 3775.746582
	Iteration 43Q: 3 clusters Score -1.256518e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 104775 members 
Entering Unmasked Estep 
Score: -12565198.000000 Penalty: 3775.746582
	Iteration 44Q: 3 clusters Score -1.25652e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 104924 members 
Entering Unmasked Estep 
Score: -12565227.000000 Penalty: 3775.746582
	Iteration 45Q: 3 clusters Score -1.256523e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 105067 members 
Entering Unmasked Estep 
Score: -12565256.000000 Penalty: 3775.746582
	Iteration 46Q: 3 clusters Score -1.256526e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 105195 members 
Entering Unmasked Estep 
Score: -12565246.000000 Penalty: 3775.746582
	Iteration 47Q: 3 clusters Score -1.256525e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 105316 members 
Entering Unmasked Estep 
Score: -12565272.000000 Penalty: 3775.746582
	Iteration 48Q: 3 clusters Score -1.256527e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -12565321.000000 Penalty: 3775.746582
	Iteration 49Q: 3 clusters Score -1.256532e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
Score: -12565345.000000 Penalty: 3775.746582
	Iteration 50Q: 3 clusters Score -1.256534e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 105689 members 
Entering Unmasked Estep 
Score: -12565360.000000 Penalty: 3775.746582
	Iteration 51Q: 3 clusters Score -1.256536e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
Score: -12565364.000000 Penalty: 3775.746582
	Iteration 52Q: 3 clusters Score -1.256536e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 105881 members 
Entering Unmasked Estep 
Score: -12565379.000000 Penalty: 3775.746582
	Iteration 53Q: 3 clusters Score -1.256538e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 105958 members 
Entering Unmasked Estep 
Score: -12565383.000000 Penalty: 3775.746582
	Iteration 54Q: 3 clusters Score -1.256538e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 106032 members 
Entering Unmasked Estep 
Score: -12565395.000000 Penalty: 3775.746582
	Iteration 55Q: 3 clusters Score -1.25654e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 106098 members 
Entering Unmasked Estep 
Score: -12565373.000000 Penalty: 3775.746582
	Iteration 56Q: 3 clusters Score -1.256537e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 106151 members 
Entering Unmasked Estep 
Score: -12565400.000000 Penalty: 3775.746582
	Iteration 57Q: 3 clusters Score -1.25654e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 106199 members 
Entering Unmasked Estep 
Score: -12565414.000000 Penalty: 3775.746582
	Iteration 58Q: 3 clusters Score -1.256541e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 106250 members 
Entering Unmasked Estep 
Score: -12565401.000000 Penalty: 3775.746582
	Iteration 59Q: 3 clusters Score -1.25654e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 106292 members 
Entering Unmasked Estep 
Score: -12565417.000000 Penalty: 3775.746582
	Iteration 60F: 3 clusters Score -1.256542e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 106332 members 
Entering Unmasked Estep 
Score: -12565439.000000 Penalty: 3775.746582
	Iteration 61Q: 3 clusters Score -1.256544e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
Score: -12565441.000000 Penalty: 3775.746582
	Iteration 62Q: 3 clusters Score -1.256544e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 106403 members 
Entering Unmasked Estep 
Score: -12565459.000000 Penalty: 3775.746582
	Iteration 63Q: 3 clusters Score -1.256546e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 106435 members 
Entering Unmasked Estep 
Score: -12565443.000000 Penalty: 3775.746582
	Iteration 64Q: 3 clusters Score -1.256544e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 106468 members 
Entering Unmasked Estep 
Score: -12565450.000000 Penalty: 3775.746582
	Iteration 65Q: 3 clusters Score -1.256545e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 106490 members 
Entering Unmasked Estep 
Score: -12565448.000000 Penalty: 3775.746582
	Iteration 66Q: 3 clusters Score -1.256545e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -12565440.000000 Penalty: 3775.746582
	Iteration 67Q: 3 clusters Score -1.256544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 106528 members 
Entering Unmasked Estep 
Score: -12565431.000000 Penalty: 3775.746582
	Iteration 68Q: 3 clusters Score -1.256543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 106547 members 
Entering Unmasked Estep 
Score: -12565444.000000 Penalty: 3775.746582
	Iteration 69Q: 3 clusters Score -1.256544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 106567 members 
Entering Unmasked Estep 
Score: -12565436.000000 Penalty: 3775.746582
	Iteration 70Q: 3 clusters Score -1.256544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 106583 members 
Entering Unmasked Estep 
Score: -12565439.000000 Penalty: 3775.746582
	Iteration 71Q: 3 clusters Score -1.256544e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 106605 members 
Entering Unmasked Estep 
Score: -12565446.000000 Penalty: 3775.746582
	Iteration 72Q: 3 clusters Score -1.256545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 106621 members 
Entering Unmasked Estep 
Score: -12565445.000000 Penalty: 3775.746582
	Iteration 73Q: 3 clusters Score -1.256544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 106637 members 
Entering Unmasked Estep 
Score: -12565446.000000 Penalty: 3775.746582
	Iteration 74Q: 3 clusters Score -1.256545e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 106658 members 
Entering Unmasked Estep 
Score: -12565453.000000 Penalty: 3775.746582
	Iteration 75Q: 3 clusters Score -1.256545e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 106680 members 
Entering Unmasked Estep 
Score: -12565451.000000 Penalty: 3775.746582
	Iteration 76Q: 3 clusters Score -1.256545e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 106702 members 
Entering Unmasked Estep 
Score: -12565470.000000 Penalty: 3775.746582
	Iteration 77Q: 3 clusters Score -1.256547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 106722 members 
Entering Unmasked Estep 
Score: -12565463.000000 Penalty: 3775.746582
	Iteration 78Q: 3 clusters Score -1.256546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -12565475.000000 Penalty: 3775.746582
	Iteration 79Q: 3 clusters Score -1.256548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 106750 members 
Entering Unmasked Estep 
Score: -12565471.000000 Penalty: 3775.746582
	Iteration 80F: 3 clusters Score -1.256547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 106761 members 
Entering Unmasked Estep 
Score: -12565462.000000 Penalty: 3775.746582
	Iteration 81Q: 3 clusters Score -1.256546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 106770 members 
Entering Unmasked Estep 
Score: -12565475.000000 Penalty: 3775.746582
	Iteration 82Q: 3 clusters Score -1.256548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 106779 members 
Entering Unmasked Estep 
Score: -12565480.000000 Penalty: 3775.746582
	Iteration 83Q: 3 clusters Score -1.256548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 106785 members 
Entering Unmasked Estep 
Score: -12565476.000000 Penalty: 3775.746582
	Iteration 84Q: 3 clusters Score -1.256548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 106792 members 
Entering Unmasked Estep 
Score: -12565475.000000 Penalty: 3775.746582
	Iteration 85Q: 3 clusters Score -1.256548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 106797 members 
Entering Unmasked Estep 
Score: -12565481.000000 Penalty: 3775.746582
	Iteration 86Q: 3 clusters Score -1.256548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 106806 members 
Entering Unmasked Estep 
Score: -12565486.000000 Penalty: 3775.746582
	Iteration 87Q: 3 clusters Score -1.256549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -12565482.000000 Penalty: 3775.746582
	Iteration 88Q: 3 clusters Score -1.256548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -12565494.000000 Penalty: 3775.746582
	Iteration 89Q: 3 clusters Score -1.256549e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 106838 members 
Entering Unmasked Estep 
Score: -12565489.000000 Penalty: 3775.746582
	Iteration 90Q: 3 clusters Score -1.256549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 106846 members 
Entering Unmasked Estep 
Score: -12565479.000000 Penalty: 3775.746582
	Iteration 91Q: 3 clusters Score -1.256548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 106853 members 
Entering Unmasked Estep 
Score: -12565478.000000 Penalty: 3775.746582
	Iteration 92Q: 3 clusters Score -1.256548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -12565490.000000 Penalty: 3775.746582
	Iteration 93Q: 3 clusters Score -1.256549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 106876 members 
Entering Unmasked Estep 
Score: -12565483.000000 Penalty: 3775.746582
	Iteration 94Q: 3 clusters Score -1.256548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 106887 members 
Entering Unmasked Estep 
Score: -12565487.000000 Penalty: 3775.746582
	Iteration 95Q: 3 clusters Score -1.256549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 106896 members 
Entering Unmasked Estep 
Score: -12565485.000000 Penalty: 3775.746582
	Iteration 96Q: 3 clusters Score -1.256548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 106902 members 
Entering Unmasked Estep 
Score: -12565479.000000 Penalty: 3775.746582
	Iteration 97Q: 3 clusters Score -1.256548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 106906 members 
Entering Unmasked Estep 
Score: -12565489.000000 Penalty: 3775.746582
	Iteration 98Q: 3 clusters Score -1.256549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 106909 members 
Entering Unmasked Estep 
Score: -12565482.000000 Penalty: 3775.746582
	Iteration 99Q: 3 clusters Score -1.256548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 106915 members 
Entering Unmasked Estep 
Score: -12565488.000000 Penalty: 3775.746582
	Iteration 100F: 3 clusters Score -1.256549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 106918 members 
Entering Unmasked Estep 
Score: -12565493.000000 Penalty: 3775.746582
	Iteration 101Q: 3 clusters Score -1.256549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 106920 members 
Entering Unmasked Estep 
Score: -12565492.000000 Penalty: 3775.746582
	Iteration 102Q: 3 clusters Score -1.256549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 106921 members 
Entering Unmasked Estep 
Score: -12565488.000000 Penalty: 3775.746582
	Iteration 103Q: 3 clusters Score -1.256549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 106921 members 
Entering Unmasked Estep 
Score: -12565488.000000 Penalty: 3775.746582
	Iteration 104F: 3 clusters Score -1.256549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Entering Unmasked Estep 
Score: -4363070.500000 Penalty: 1721.073242
	Iteration 0F: 2 clusters Score -4363070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -4336343.000000 Penalty: 3442.146484
	Iteration 0F: 3 clusters Score -4336343 nChanged 18622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -4347006.000000 Penalty: 3442.146484
	Iteration 1F: 3 clusters Score -4347006 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -4348068.500000 Penalty: 3442.146484
	Iteration 2F: 3 clusters Score -4348068 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4349898.500000 Penalty: 3442.146484
	Iteration 3F: 3 clusters Score -4349898 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -4353538.500000 Penalty: 3442.146484
	Iteration 4F: 3 clusters Score -4353538 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -4359067.000000 Penalty: 3442.146484
	Iteration 5F: 3 clusters Score -4359067 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -4363467.500000 Penalty: 3442.146484
	Iteration 6F: 3 clusters Score -4363468 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4365217.500000 Penalty: 3442.146484
	Iteration 7Q: 3 clusters Score -4365218 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4365749.500000 Penalty: 3442.146484
	Iteration 8Q: 3 clusters Score -4365750 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4365931.000000 Penalty: 3442.146484
	Iteration 9Q: 3 clusters Score -4365931 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4366017.000000 Penalty: 3442.146484
	Iteration 10Q: 3 clusters Score -4366017 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4366051.500000 Penalty: 3442.146484
	Iteration 11Q: 3 clusters Score -4366052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4366069.000000 Penalty: 3442.146484
	Iteration 12Q: 3 clusters Score -4366069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4366081.500000 Penalty: 3442.146484
	Iteration 13Q: 3 clusters Score -4366082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4366084.000000 Penalty: 3442.146484
	Iteration 14Q: 3 clusters Score -4366084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4366083.500000 Penalty: 3442.146484
	Iteration 15Q: 3 clusters Score -4366084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4366092.500000 Penalty: 3442.146484
	Iteration 16Q: 3 clusters Score -4366092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4366093.000000 Penalty: 3442.146484
	Iteration 17Q: 3 clusters Score -4366093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4366088.500000 Penalty: 3442.146484
	Iteration 18Q: 3 clusters Score -4366088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4366092.500000 Penalty: 3442.146484
	Iteration 19Q: 3 clusters Score -4366092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4366091.000000 Penalty: 3442.146484
	Iteration 20F: 3 clusters Score -4366091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4366088.500000 Penalty: 3442.146484
	Iteration 21Q: 3 clusters Score -4366088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4366087.500000 Penalty: 3442.146484
	Iteration 22Q: 3 clusters Score -4366088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4366084.000000 Penalty: 3442.146484
	Iteration 23Q: 3 clusters Score -4366084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4366091.000000 Penalty: 3442.146484
	Iteration 24Q: 3 clusters Score -4366091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4366097.500000 Penalty: 3442.146484
	Iteration 25Q: 3 clusters Score -4366098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4366098.000000 Penalty: 3442.146484
	Iteration 26Q: 3 clusters Score -4366098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4366100.500000 Penalty: 3442.146484
	Iteration 27Q: 3 clusters Score -4366100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4366095.500000 Penalty: 3442.146484
	Iteration 28Q: 3 clusters Score -4366096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4366095.500000 Penalty: 3442.146484
	Iteration 29Q: 3 clusters Score -4366096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4366093.500000 Penalty: 3442.146484
	Iteration 30Q: 3 clusters Score -4366094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4366097.500000 Penalty: 3442.146484
	Iteration 31Q: 3 clusters Score -4366098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4366097.000000 Penalty: 3442.146484
	Iteration 32Q: 3 clusters Score -4366097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4366097.000000 Penalty: 3442.146484
	Iteration 33F: 3 clusters Score -4366097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 4 contains 17301 members 
Mstep: Class 5 contains 10487 members 
Mstep: Class 6 contains 48258 members 
Mstep: Class 7 contains 111044 members 
Mstep: Class 8 contains 37844 members 
Mstep: Class 9 contains 3126 members 
Mstep: Class 10 contains 18765 members 
Mstep: Class 11 contains 5688 members 
Mstep: Class 12 contains 97532 members 
Mstep: Class 13 contains 170769 members 
Mstep: Class 15 contains 25222 members 
Mstep: Class 16 contains 6309 members 
Mstep: Class 17 contains 171026 members 
Mstep: Class 18 contains 3757 members 
Mstep: Class 19 contains 19793 members 
Mstep: Class 21 contains 161868 members 
Entering Unmasked Estep 
Score: -102020376.000000 Penalty: 37907.136719
Splitting cluster 8 changes total score from -102015840.000000 to -102020376.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 9 (3126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Entering Unmasked Estep 
Score: -324613.250000 Penalty: 1307.720215
	Iteration 0F: 2 clusters Score -324613.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -322049.468750 Penalty: 2615.440430
	Iteration 0F: 3 clusters Score -322049.5 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -324084.812500 Penalty: 2615.440430
	Iteration 1F: 3 clusters Score -324084.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -325619.531250 Penalty: 2615.440430
	Iteration 2F: 3 clusters Score -325619.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -326250.187500 Penalty: 2615.440430
	Iteration 3F: 3 clusters Score -326250.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -326471.500000 Penalty: 2615.440430
	Iteration 4F: 3 clusters Score -326471.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -326531.250000 Penalty: 2615.440430
	Iteration 5Q: 3 clusters Score -326531.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -326575.406250 Penalty: 2615.440430
	Iteration 6Q: 3 clusters Score -326575.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -326621.093750 Penalty: 2615.440430
	Iteration 7Q: 3 clusters Score -326621.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -326631.093750 Penalty: 2615.440430
	Iteration 8Q: 3 clusters Score -326631.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -326636.156250 Penalty: 2615.440430
	Iteration 9Q: 3 clusters Score -326636.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -326638.750000 Penalty: 2615.440430
	Iteration 10Q: 3 clusters Score -326638.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -326641.125000 Penalty: 2615.440430
	Iteration 11Q: 3 clusters Score -326641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -326642.343750 Penalty: 2615.440430
	Iteration 12Q: 3 clusters Score -326642.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -326642.718750 Penalty: 2615.440430
	Iteration 13Q: 3 clusters Score -326642.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -326642.718750 Penalty: 2615.440430
	Iteration 14F: 3 clusters Score -326642.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 4 contains 17301 members 
Mstep: Class 5 contains 10487 members 
Mstep: Class 6 contains 48258 members 
Mstep: Class 7 contains 111044 members 
Mstep: Class 8 contains 37844 members 
Mstep: Class 9 contains 755 members 
Mstep: Class 10 contains 18765 members 
Mstep: Class 11 contains 5688 members 
Mstep: Class 12 contains 97532 members 
Mstep: Class 13 contains 170769 members 
Mstep: Class 15 contains 25222 members 
Mstep: Class 16 contains 6309 members 
Mstep: Class 17 contains 171026 members 
Mstep: Class 18 contains 3757 members 
Mstep: Class 19 contains 19793 members 
Mstep: Class 21 contains 161868 members 
Entering Unmasked Estep 
Score: -102021144.000000 Penalty: 40136.968750
Splitting cluster 9 changes total score from -102015840.000000 to -102021144.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 10 (18765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Entering Unmasked Estep 
Score: -2081566.500000 Penalty: 1598.959106
	Iteration 0F: 2 clusters Score -2081566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2068740.875000 Penalty: 3197.918213
	Iteration 0F: 3 clusters Score -2068741 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2073222.625000 Penalty: 3197.918213
	Iteration 1F: 3 clusters Score -2073223 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2073573.500000 Penalty: 3197.918213
	Iteration 2Q: 3 clusters Score -2073574 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2073938.000000 Penalty: 3197.918213
	Iteration 3Q: 3 clusters Score -2073938 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2074297.250000 Penalty: 3197.918213
	Iteration 4Q: 3 clusters Score -2074297 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2074697.250000 Penalty: 3197.918213
	Iteration 5Q: 3 clusters Score -2074697 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2075215.750000 Penalty: 3197.918213
	Iteration 6F: 3 clusters Score -2075216 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2075987.500000 Penalty: 3197.918213
	Iteration 7F: 3 clusters Score -2075988 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2077085.125000 Penalty: 3197.918213
	Iteration 8F: 3 clusters Score -2077085 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2078462.000000 Penalty: 3197.918213
	Iteration 9F: 3 clusters Score -2078462 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2079832.500000 Penalty: 3197.918213
	Iteration 10F: 3 clusters Score -2079832 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2080794.125000 Penalty: 3197.918213
	Iteration 11Q: 3 clusters Score -2080794 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2081216.750000 Penalty: 3197.918213
	Iteration 12Q: 3 clusters Score -2081217 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2081391.375000 Penalty: 3197.918213
	Iteration 13Q: 3 clusters Score -2081391 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2081459.500000 Penalty: 3197.918213
	Iteration 14Q: 3 clusters Score -2081460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2081482.125000 Penalty: 3197.918213
	Iteration 15Q: 3 clusters Score -2081482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2081489.500000 Penalty: 3197.918213
	Iteration 16Q: 3 clusters Score -2081490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2081503.375000 Penalty: 3197.918213
	Iteration 17Q: 3 clusters Score -2081503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2081504.125000 Penalty: 3197.918213
	Iteration 18Q: 3 clusters Score -2081504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2081518.125000 Penalty: 3197.918213
	Iteration 19Q: 3 clusters Score -2081518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2081520.125000 Penalty: 3197.918213
	Iteration 20F: 3 clusters Score -2081520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2081521.875000 Penalty: 3197.918213
	Iteration 21Q: 3 clusters Score -2081522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2081524.750000 Penalty: 3197.918213
	Iteration 22Q: 3 clusters Score -2081525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2081522.875000 Penalty: 3197.918213
	Iteration 23Q: 3 clusters Score -2081523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2081525.000000 Penalty: 3197.918213
	Iteration 24Q: 3 clusters Score -2081525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2081525.125000 Penalty: 3197.918213
	Iteration 25Q: 3 clusters Score -2081525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2081524.750000 Penalty: 3197.918213
	Iteration 26Q: 3 clusters Score -2081525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2081526.250000 Penalty: 3197.918213
	Iteration 27Q: 3 clusters Score -2081526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2081526.250000 Penalty: 3197.918213
	Iteration 28Q: 3 clusters Score -2081526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2081529.125000 Penalty: 3197.918213
	Iteration 29Q: 3 clusters Score -2081529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2081529.875000 Penalty: 3197.918213
	Iteration 30Q: 3 clusters Score -2081530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2081529.875000 Penalty: 3197.918213
	Iteration 31F: 3 clusters Score -2081530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Entering Unmasked Estep 
Score: -655835.875000 Penalty: 1404.993530
	Iteration 0F: 2 clusters Score -655835.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -651408.687500 Penalty: 2809.987061
	Iteration 0F: 3 clusters Score -651408.7 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -652670.187500 Penalty: 2809.987061
	Iteration 1F: 3 clusters Score -652670.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -652855.625000 Penalty: 2809.987061
	Iteration 2F: 3 clusters Score -652855.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -652977.625000 Penalty: 2809.987061
	Iteration 3Q: 3 clusters Score -652977.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -653072.000000 Penalty: 2809.987061
	Iteration 4Q: 3 clusters Score -653072 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -653180.125000 Penalty: 2809.987061
	Iteration 5Q: 3 clusters Score -653180.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -653311.000000 Penalty: 2809.987061
	Iteration 6Q: 3 clusters Score -653311 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -653464.000000 Penalty: 2809.987061
	Iteration 7Q: 3 clusters Score -653464 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -653610.437500 Penalty: 2809.987061
	Iteration 8Q: 3 clusters Score -653610.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -653776.062500 Penalty: 2809.987061
	Iteration 9Q: 3 clusters Score -653776.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -653932.375000 Penalty: 2809.987061
	Iteration 10Q: 3 clusters Score -653932.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -654101.187500 Penalty: 2809.987061
	Iteration 11Q: 3 clusters Score -654101.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -654263.062500 Penalty: 2809.987061
	Iteration 12Q: 3 clusters Score -654263.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -654358.375000 Penalty: 2809.987061
	Iteration 13Q: 3 clusters Score -654358.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -654420.062500 Penalty: 2809.987061
	Iteration 14Q: 3 clusters Score -654420.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -654461.000000 Penalty: 2809.987061
	Iteration 15Q: 3 clusters Score -654461 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -654497.312500 Penalty: 2809.987061
	Iteration 16Q: 3 clusters Score -654497.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -654513.500000 Penalty: 2809.987061
	Iteration 17Q: 3 clusters Score -654513.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -654528.125000 Penalty: 2809.987061
	Iteration 18Q: 3 clusters Score -654528.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -654543.187500 Penalty: 2809.987061
	Iteration 19Q: 3 clusters Score -654543.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -654550.750000 Penalty: 2809.987061
	Iteration 20F: 3 clusters Score -654550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -654560.687500 Penalty: 2809.987061
	Iteration 21Q: 3 clusters Score -654560.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -654568.125000 Penalty: 2809.987061
	Iteration 22Q: 3 clusters Score -654568.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -654571.500000 Penalty: 2809.987061
	Iteration 23Q: 3 clusters Score -654571.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -654572.562500 Penalty: 2809.987061
	Iteration 24Q: 3 clusters Score -654572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -654573.875000 Penalty: 2809.987061
	Iteration 25Q: 3 clusters Score -654573.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -654577.875000 Penalty: 2809.987061
	Iteration 26Q: 3 clusters Score -654577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -654578.562500 Penalty: 2809.987061
	Iteration 27Q: 3 clusters Score -654578.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -654578.562500 Penalty: 2809.987061
	Iteration 28F: 3 clusters Score -654578.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (97532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97532 members 
Entering Unmasked Estep 
Score: -11232027.000000 Penalty: 1866.789551
	Iteration 0F: 2 clusters Score -1.123203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -11168770.000000 Penalty: 3733.579102
	Iteration 0F: 3 clusters Score -1.116877e+07 nChanged 46720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -11196696.000000 Penalty: 3733.579102
	Iteration 1F: 3 clusters Score -1.11967e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -11198033.000000 Penalty: 3733.579102
	Iteration 2Q: 3 clusters Score -1.119803e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -11200258.000000 Penalty: 3733.579102
	Iteration 3Q: 3 clusters Score -1.120026e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -11203701.000000 Penalty: 3733.579102
	Iteration 4F: 3 clusters Score -1.12037e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
Score: -11209412.000000 Penalty: 3733.579102
	Iteration 5F: 3 clusters Score -1.120941e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -11216467.000000 Penalty: 3733.579102
	Iteration 6F: 3 clusters Score -1.121647e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -11222959.000000 Penalty: 3733.579102
	Iteration 7F: 3 clusters Score -1.122296e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 92378 members 
Entering Unmasked Estep 
Score: -11227225.000000 Penalty: 3733.579102
	Iteration 8F: 3 clusters Score -1.122722e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -11229446.000000 Penalty: 3733.579102
	Iteration 9Q: 3 clusters Score -1.122945e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 95926 members 
Entering Unmasked Estep 
Score: -11230513.000000 Penalty: 3733.579102
	Iteration 10Q: 3 clusters Score -1.123051e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 96205 members 
Entering Unmasked Estep 
Score: -11231091.000000 Penalty: 3733.579102
	Iteration 11Q: 3 clusters Score -1.123109e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 96220 members 
Entering Unmasked Estep 
Score: -11231424.000000 Penalty: 3733.579102
	Iteration 12Q: 3 clusters Score -1.123142e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 96169 members 
Entering Unmasked Estep 
Score: -11231579.000000 Penalty: 3733.579102
	Iteration 13Q: 3 clusters Score -1.123158e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 96131 members 
Entering Unmasked Estep 
Score: -11231642.000000 Penalty: 3733.579102
	Iteration 14Q: 3 clusters Score -1.123164e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -11231665.000000 Penalty: 3733.579102
	Iteration 15Q: 3 clusters Score -1.123166e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 96100 members 
Entering Unmasked Estep 
Score: -11231707.000000 Penalty: 3733.579102
	Iteration 16Q: 3 clusters Score -1.123171e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 96089 members 
Entering Unmasked Estep 
Score: -11231707.000000 Penalty: 3733.579102
	Iteration 17Q: 3 clusters Score -1.123171e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -11231726.000000 Penalty: 3733.579102
	Iteration 18Q: 3 clusters Score -1.123173e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -11231724.000000 Penalty: 3733.579102
	Iteration 19Q: 3 clusters Score -1.123172e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 96079 members 
Entering Unmasked Estep 
Score: -11231744.000000 Penalty: 3733.579102
	Iteration 20F: 3 clusters Score -1.123174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -11231749.000000 Penalty: 3733.579102
	Iteration 21Q: 3 clusters Score -1.123175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -11231752.000000 Penalty: 3733.579102
	Iteration 22Q: 3 clusters Score -1.123175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -11231751.000000 Penalty: 3733.579102
	Iteration 23Q: 3 clusters Score -1.123175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 96066 members 
Entering Unmasked Estep 
Score: -11231756.000000 Penalty: 3733.579102
	Iteration 24Q: 3 clusters Score -1.123176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 96063 members 
Entering Unmasked Estep 
Score: -11231756.000000 Penalty: 3733.579102
	Iteration 25Q: 3 clusters Score -1.123176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 96064 members 
Entering Unmasked Estep 
Score: -11231754.000000 Penalty: 3733.579102
	Iteration 26Q: 3 clusters Score -1.123175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 96063 members 
Entering Unmasked Estep 
Score: -11231755.000000 Penalty: 3733.579102
	Iteration 27Q: 3 clusters Score -1.123176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 96064 members 
Entering Unmasked Estep 
Score: -11231749.000000 Penalty: 3733.579102
	Iteration 28Q: 3 clusters Score -1.123175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 96065 members 
Entering Unmasked Estep 
Score: -11231756.000000 Penalty: 3733.579102
	Iteration 29Q: 3 clusters Score -1.123176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 96065 members 
Entering Unmasked Estep 
Score: -11231756.000000 Penalty: 3733.579102
	Iteration 30F: 3 clusters Score -1.123176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170769 members 
Entering Unmasked Estep 
Score: -19674576.000000 Penalty: 1957.810913
	Iteration 0F: 2 clusters Score -1.967458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85344 members 
Mstep: Class 2 contains 85425 members 
Entering Unmasked Estep 
Score: -19587530.000000 Penalty: 3915.621826
	Iteration 0F: 3 clusters Score -1.958753e+07 nChanged 82342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 89127 members 
Entering Unmasked Estep 
Score: -19636308.000000 Penalty: 3915.621826
	Iteration 1F: 3 clusters Score -1.963631e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 91317 members 
Entering Unmasked Estep 
Score: -19638052.000000 Penalty: 3915.621826
	Iteration 2Q: 3 clusters Score -1.963805e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 93904 members 
Entering Unmasked Estep 
Score: -19640666.000000 Penalty: 3915.621826
	Iteration 3Q: 3 clusters Score -1.964067e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 96333 members 
Entering Unmasked Estep 
Score: -19644022.000000 Penalty: 3915.621826
	Iteration 4Q: 3 clusters Score -1.964402e+07 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 98102 members 
Entering Unmasked Estep 
Score: -19648832.000000 Penalty: 3915.621826
	Iteration 5F: 3 clusters Score -1.964883e+07 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 98417 members 
Entering Unmasked Estep 
Score: -19655610.000000 Penalty: 3915.621826
	Iteration 6F: 3 clusters Score -1.965561e+07 nChanged 13025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 96328 members 
Entering Unmasked Estep 
Score: -19665864.000000 Penalty: 3915.621826
	Iteration 7F: 3 clusters Score -1.966586e+07 nChanged 13927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78518 members 
Mstep: Class 2 contains 92251 members 
Entering Unmasked Estep 
Score: -19676468.000000 Penalty: 3915.621826
	Iteration 8F: 3 clusters Score -1.967647e+07 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -19681718.000000 Penalty: 3915.621826
	Iteration 9F: 3 clusters Score -1.968172e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87971 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -19684218.000000 Penalty: 3915.621826
	Iteration 10Q: 3 clusters Score -1.968422e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92725 members 
Mstep: Class 2 contains 78044 members 
Entering Unmasked Estep 
Score: -19686044.000000 Penalty: 3915.621826
	Iteration 11Q: 3 clusters Score -1.968604e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -19687960.000000 Penalty: 3915.621826
	Iteration 12Q: 3 clusters Score -1.968796e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101152 members 
Mstep: Class 2 contains 69617 members 
Entering Unmasked Estep 
Score: -19689714.000000 Penalty: 3915.621826
	Iteration 13Q: 3 clusters Score -1.968971e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104544 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -19691062.000000 Penalty: 3915.621826
	Iteration 14Q: 3 clusters Score -1.969106e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -19691830.000000 Penalty: 3915.621826
	Iteration 15Q: 3 clusters Score -1.969183e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109058 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -19692394.000000 Penalty: 3915.621826
	Iteration 16Q: 3 clusters Score -1.969239e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110524 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -19692580.000000 Penalty: 3915.621826
	Iteration 17Q: 3 clusters Score -1.969258e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111767 members 
Mstep: Class 2 contains 59002 members 
Entering Unmasked Estep 
Score: -19692778.000000 Penalty: 3915.621826
	Iteration 18Q: 3 clusters Score -1.969278e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112813 members 
Mstep: Class 2 contains 57956 members 
Entering Unmasked Estep 
Score: -19692832.000000 Penalty: 3915.621826
	Iteration 19Q: 3 clusters Score -1.969283e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113650 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -19692838.000000 Penalty: 3915.621826
	Iteration 20F: 3 clusters Score -1.969284e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114430 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -19692836.000000 Penalty: 3915.621826
	Iteration 21Q: 3 clusters Score -1.969284e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115125 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -19692782.000000 Penalty: 3915.621826
	Iteration 22Q: 3 clusters Score -1.969278e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115744 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -19692730.000000 Penalty: 3915.621826
	Iteration 23Q: 3 clusters Score -1.969273e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116298 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -19692680.000000 Penalty: 3915.621826
	Iteration 24Q: 3 clusters Score -1.969268e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116822 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -19692586.000000 Penalty: 3915.621826
	Iteration 25Q: 3 clusters Score -1.969259e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117295 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -19692480.000000 Penalty: 3915.621826
	Iteration 26Q: 3 clusters Score -1.969248e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117751 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -19692456.000000 Penalty: 3915.621826
	Iteration 27Q: 3 clusters Score -1.969246e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118177 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -19692460.000000 Penalty: 3915.621826
	Iteration 28Q: 3 clusters Score -1.969246e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118586 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -19692472.000000 Penalty: 3915.621826
	Iteration 29Q: 3 clusters Score -1.969247e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118964 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -19692468.000000 Penalty: 3915.621826
	Iteration 30Q: 3 clusters Score -1.969247e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -19692518.000000 Penalty: 3915.621826
	Iteration 31Q: 3 clusters Score -1.969252e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119682 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -19692510.000000 Penalty: 3915.621826
	Iteration 32Q: 3 clusters Score -1.969251e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120010 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -19692542.000000 Penalty: 3915.621826
	Iteration 33Q: 3 clusters Score -1.969254e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120323 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -19692526.000000 Penalty: 3915.621826
	Iteration 34Q: 3 clusters Score -1.969253e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120628 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -19692548.000000 Penalty: 3915.621826
	Iteration 35Q: 3 clusters Score -1.969255e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120934 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -19692566.000000 Penalty: 3915.621826
	Iteration 36Q: 3 clusters Score -1.969257e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121210 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -19692562.000000 Penalty: 3915.621826
	Iteration 37Q: 3 clusters Score -1.969256e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121492 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -19692564.000000 Penalty: 3915.621826
	Iteration 38Q: 3 clusters Score -1.969256e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121738 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -19692602.000000 Penalty: 3915.621826
	Iteration 39Q: 3 clusters Score -1.96926e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121997 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -19692578.000000 Penalty: 3915.621826
	Iteration 40F: 3 clusters Score -1.969258e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122258 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -19692540.000000 Penalty: 3915.621826
	Iteration 41Q: 3 clusters Score -1.969254e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122497 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -19692480.000000 Penalty: 3915.621826
	Iteration 42Q: 3 clusters Score -1.969248e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122714 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -19692502.000000 Penalty: 3915.621826
	Iteration 43Q: 3 clusters Score -1.96925e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122939 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -19692522.000000 Penalty: 3915.621826
	Iteration 44Q: 3 clusters Score -1.969252e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123180 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -19692474.000000 Penalty: 3915.621826
	Iteration 45Q: 3 clusters Score -1.969247e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123406 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -19692480.000000 Penalty: 3915.621826
	Iteration 46Q: 3 clusters Score -1.969248e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123636 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -19692480.000000 Penalty: 3915.621826
	Iteration 47Q: 3 clusters Score -1.969248e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123862 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -19692502.000000 Penalty: 3915.621826
	Iteration 48Q: 3 clusters Score -1.96925e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124083 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -19692538.000000 Penalty: 3915.621826
	Iteration 49Q: 3 clusters Score -1.969254e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124324 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -19692518.000000 Penalty: 3915.621826
	Iteration 50Q: 3 clusters Score -1.969252e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124574 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -19692532.000000 Penalty: 3915.621826
	Iteration 51Q: 3 clusters Score -1.969253e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124796 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -19692526.000000 Penalty: 3915.621826
	Iteration 52Q: 3 clusters Score -1.969253e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124980 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -19692512.000000 Penalty: 3915.621826
	Iteration 53Q: 3 clusters Score -1.969251e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125175 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -19692524.000000 Penalty: 3915.621826
	Iteration 54Q: 3 clusters Score -1.969252e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125384 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -19692536.000000 Penalty: 3915.621826
	Iteration 55Q: 3 clusters Score -1.969254e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125597 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -19692524.000000 Penalty: 3915.621826
	Iteration 56Q: 3 clusters Score -1.969252e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125821 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -19692548.000000 Penalty: 3915.621826
	Iteration 57Q: 3 clusters Score -1.969255e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126068 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -19692602.000000 Penalty: 3915.621826
	Iteration 58Q: 3 clusters Score -1.96926e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126304 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -19692632.000000 Penalty: 3915.621826
	Iteration 59Q: 3 clusters Score -1.969263e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126549 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -19692644.000000 Penalty: 3915.621826
	Iteration 60F: 3 clusters Score -1.969264e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126779 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -19692728.000000 Penalty: 3915.621826
	Iteration 61Q: 3 clusters Score -1.969273e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127042 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -19692792.000000 Penalty: 3915.621826
	Iteration 62Q: 3 clusters Score -1.969279e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127312 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -19692802.000000 Penalty: 3915.621826
	Iteration 63Q: 3 clusters Score -1.96928e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127558 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -19692796.000000 Penalty: 3915.621826
	Iteration 64Q: 3 clusters Score -1.96928e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127792 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -19692782.000000 Penalty: 3915.621826
	Iteration 65Q: 3 clusters Score -1.969278e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128022 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -19692822.000000 Penalty: 3915.621826
	Iteration 66Q: 3 clusters Score -1.969282e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128231 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -19692870.000000 Penalty: 3915.621826
	Iteration 67Q: 3 clusters Score -1.969287e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128441 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -19692828.000000 Penalty: 3915.621826
	Iteration 68Q: 3 clusters Score -1.969283e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128667 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -19692802.000000 Penalty: 3915.621826
	Iteration 69Q: 3 clusters Score -1.96928e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128876 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -19692792.000000 Penalty: 3915.621826
	Iteration 70Q: 3 clusters Score -1.969279e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129104 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -19692794.000000 Penalty: 3915.621826
	Iteration 71Q: 3 clusters Score -1.969279e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129317 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -19692796.000000 Penalty: 3915.621826
	Iteration 72Q: 3 clusters Score -1.96928e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129537 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -19692798.000000 Penalty: 3915.621826
	Iteration 73Q: 3 clusters Score -1.96928e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129761 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -19692844.000000 Penalty: 3915.621826
	Iteration 74Q: 3 clusters Score -1.969284e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129966 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -19692880.000000 Penalty: 3915.621826
	Iteration 75Q: 3 clusters Score -1.969288e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130167 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -19692890.000000 Penalty: 3915.621826
	Iteration 76Q: 3 clusters Score -1.969289e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130369 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -19692858.000000 Penalty: 3915.621826
	Iteration 77Q: 3 clusters Score -1.969286e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130563 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -19692914.000000 Penalty: 3915.621826
	Iteration 78Q: 3 clusters Score -1.969291e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130758 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -19692874.000000 Penalty: 3915.621826
	Iteration 79Q: 3 clusters Score -1.969287e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130966 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -19692870.000000 Penalty: 3915.621826
	Iteration 80F: 3 clusters Score -1.969287e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131179 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -19692844.000000 Penalty: 3915.621826
	Iteration 81Q: 3 clusters Score -1.969284e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131370 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -19692810.000000 Penalty: 3915.621826
	Iteration 82Q: 3 clusters Score -1.969281e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131540 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -19692754.000000 Penalty: 3915.621826
	Iteration 83Q: 3 clusters Score -1.969275e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131684 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -19692728.000000 Penalty: 3915.621826
	Iteration 84Q: 3 clusters Score -1.969273e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131829 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -19692692.000000 Penalty: 3915.621826
	Iteration 85Q: 3 clusters Score -1.969269e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131947 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -19692694.000000 Penalty: 3915.621826
	Iteration 86Q: 3 clusters Score -1.969269e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132073 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -19692710.000000 Penalty: 3915.621826
	Iteration 87Q: 3 clusters Score -1.969271e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132210 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -19692742.000000 Penalty: 3915.621826
	Iteration 88Q: 3 clusters Score -1.969274e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132346 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -19692742.000000 Penalty: 3915.621826
	Iteration 89Q: 3 clusters Score -1.969274e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132474 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -19692764.000000 Penalty: 3915.621826
	Iteration 90Q: 3 clusters Score -1.969276e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132617 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -19692796.000000 Penalty: 3915.621826
	Iteration 91Q: 3 clusters Score -1.96928e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132785 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -19692844.000000 Penalty: 3915.621826
	Iteration 92Q: 3 clusters Score -1.969284e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132970 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -19692840.000000 Penalty: 3915.621826
	Iteration 93Q: 3 clusters Score -1.969284e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133146 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -19692836.000000 Penalty: 3915.621826
	Iteration 94Q: 3 clusters Score -1.969284e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133311 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -19692826.000000 Penalty: 3915.621826
	Iteration 95Q: 3 clusters Score -1.969283e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133454 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -19692856.000000 Penalty: 3915.621826
	Iteration 96Q: 3 clusters Score -1.969286e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133581 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -19692864.000000 Penalty: 3915.621826
	Iteration 97Q: 3 clusters Score -1.969286e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133706 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -19692860.000000 Penalty: 3915.621826
	Iteration 98Q: 3 clusters Score -1.969286e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133852 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -19692864.000000 Penalty: 3915.621826
	Iteration 99Q: 3 clusters Score -1.969286e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133990 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -19692894.000000 Penalty: 3915.621826
	Iteration 100F: 3 clusters Score -1.969289e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134154 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -19692918.000000 Penalty: 3915.621826
	Iteration 101Q: 3 clusters Score -1.969292e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134314 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -19692886.000000 Penalty: 3915.621826
	Iteration 102Q: 3 clusters Score -1.969289e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -19692900.000000 Penalty: 3915.621826
	Iteration 103Q: 3 clusters Score -1.96929e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134646 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -19692910.000000 Penalty: 3915.621826
	Iteration 104Q: 3 clusters Score -1.969291e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134793 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -19692918.000000 Penalty: 3915.621826
	Iteration 105Q: 3 clusters Score -1.969292e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134925 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -19692942.000000 Penalty: 3915.621826
	Iteration 106Q: 3 clusters Score -1.969294e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135073 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -19692936.000000 Penalty: 3915.621826
	Iteration 107Q: 3 clusters Score -1.969294e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135208 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -19692978.000000 Penalty: 3915.621826
	Iteration 108Q: 3 clusters Score -1.969298e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135359 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -19692946.000000 Penalty: 3915.621826
	Iteration 109Q: 3 clusters Score -1.969295e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135479 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -19692916.000000 Penalty: 3915.621826
	Iteration 110Q: 3 clusters Score -1.969292e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135607 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -19692914.000000 Penalty: 3915.621826
	Iteration 111Q: 3 clusters Score -1.969291e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135737 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -19692908.000000 Penalty: 3915.621826
	Iteration 112Q: 3 clusters Score -1.969291e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135859 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -19692914.000000 Penalty: 3915.621826
	Iteration 113Q: 3 clusters Score -1.969291e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135963 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -19692920.000000 Penalty: 3915.621826
	Iteration 114Q: 3 clusters Score -1.969292e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136085 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -19692878.000000 Penalty: 3915.621826
	Iteration 115Q: 3 clusters Score -1.969288e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136209 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -19692864.000000 Penalty: 3915.621826
	Iteration 116Q: 3 clusters Score -1.969286e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136354 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -19692914.000000 Penalty: 3915.621826
	Iteration 117Q: 3 clusters Score -1.969291e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136482 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -19692926.000000 Penalty: 3915.621826
	Iteration 118Q: 3 clusters Score -1.969293e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136632 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -19692934.000000 Penalty: 3915.621826
	Iteration 119Q: 3 clusters Score -1.969293e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136804 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -19692942.000000 Penalty: 3915.621826
	Iteration 120F: 3 clusters Score -1.969294e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137006 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -19692982.000000 Penalty: 3915.621826
	Iteration 121Q: 3 clusters Score -1.969298e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137227 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -19692964.000000 Penalty: 3915.621826
	Iteration 122Q: 3 clusters Score -1.969296e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137482 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -19692926.000000 Penalty: 3915.621826
	Iteration 123Q: 3 clusters Score -1.969293e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137750 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -19692918.000000 Penalty: 3915.621826
	Iteration 124Q: 3 clusters Score -1.969292e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138032 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -19692896.000000 Penalty: 3915.621826
	Iteration 125Q: 3 clusters Score -1.96929e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138312 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -19692894.000000 Penalty: 3915.621826
	Iteration 126Q: 3 clusters Score -1.969289e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138598 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -19692970.000000 Penalty: 3915.621826
	Iteration 127Q: 3 clusters Score -1.969297e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138933 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -19693020.000000 Penalty: 3915.621826
	Iteration 128Q: 3 clusters Score -1.969302e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139321 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -19692978.000000 Penalty: 3915.621826
	Iteration 129Q: 3 clusters Score -1.969298e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139713 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -19692990.000000 Penalty: 3915.621826
	Iteration 130Q: 3 clusters Score -1.969299e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140145 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -19693022.000000 Penalty: 3915.621826
	Iteration 131Q: 3 clusters Score -1.969302e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140607 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -19693110.000000 Penalty: 3915.621826
	Iteration 132Q: 3 clusters Score -1.969311e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141114 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -19693240.000000 Penalty: 3915.621826
	Iteration 133Q: 3 clusters Score -1.969324e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141687 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -19693284.000000 Penalty: 3915.621826
	Iteration 134Q: 3 clusters Score -1.969328e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142332 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -19693334.000000 Penalty: 3915.621826
	Iteration 135Q: 3 clusters Score -1.969333e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143055 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -19693344.000000 Penalty: 3915.621826
	Iteration 136Q: 3 clusters Score -1.969334e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143764 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -19693338.000000 Penalty: 3915.621826
	Iteration 137Q: 3 clusters Score -1.969334e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144489 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -19693316.000000 Penalty: 3915.621826
	Iteration 138Q: 3 clusters Score -1.969332e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145214 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -19693350.000000 Penalty: 3915.621826
	Iteration 139Q: 3 clusters Score -1.969335e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145988 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -19693304.000000 Penalty: 3915.621826
	Iteration 140F: 3 clusters Score -1.96933e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146783 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -19693180.000000 Penalty: 3915.621826
	Iteration 141Q: 3 clusters Score -1.969318e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147577 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -19693014.000000 Penalty: 3915.621826
	Iteration 142Q: 3 clusters Score -1.969301e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148393 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -19692724.000000 Penalty: 3915.621826
	Iteration 143Q: 3 clusters Score -1.969272e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149188 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -19692520.000000 Penalty: 3915.621826
	Iteration 144Q: 3 clusters Score -1.969252e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149998 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -19692268.000000 Penalty: 3915.621826
	Iteration 145Q: 3 clusters Score -1.969227e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150796 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -19691938.000000 Penalty: 3915.621826
	Iteration 146Q: 3 clusters Score -1.969194e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151568 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -19691730.000000 Penalty: 3915.621826
	Iteration 147Q: 3 clusters Score -1.969173e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152344 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -19691412.000000 Penalty: 3915.621826
	Iteration 148Q: 3 clusters Score -1.969141e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153023 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -19691178.000000 Penalty: 3915.621826
	Iteration 149Q: 3 clusters Score -1.969118e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153664 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -19690904.000000 Penalty: 3915.621826
	Iteration 150Q: 3 clusters Score -1.96909e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154253 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -19690624.000000 Penalty: 3915.621826
	Iteration 151Q: 3 clusters Score -1.969062e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154801 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -19690306.000000 Penalty: 3915.621826
	Iteration 152Q: 3 clusters Score -1.969031e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155307 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -19690066.000000 Penalty: 3915.621826
	Iteration 153Q: 3 clusters Score -1.969007e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155759 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -19689786.000000 Penalty: 3915.621826
	Iteration 154Q: 3 clusters Score -1.968979e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156167 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -19689532.000000 Penalty: 3915.621826
	Iteration 155Q: 3 clusters Score -1.968953e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156578 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -19689350.000000 Penalty: 3915.621826
	Iteration 156Q: 3 clusters Score -1.968935e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156983 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -19689140.000000 Penalty: 3915.621826
	Iteration 157Q: 3 clusters Score -1.968914e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157376 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -19688894.000000 Penalty: 3915.621826
	Iteration 158Q: 3 clusters Score -1.968889e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157739 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -19688742.000000 Penalty: 3915.621826
	Iteration 159Q: 3 clusters Score -1.968874e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158106 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -19688434.000000 Penalty: 3915.621826
	Iteration 160F: 3 clusters Score -1.968843e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158411 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -19688158.000000 Penalty: 3915.621826
	Iteration 161Q: 3 clusters Score -1.968816e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158701 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -19688016.000000 Penalty: 3915.621826
	Iteration 162Q: 3 clusters Score -1.968802e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158961 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -19687840.000000 Penalty: 3915.621826
	Iteration 163Q: 3 clusters Score -1.968784e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159196 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -19687626.000000 Penalty: 3915.621826
	Iteration 164Q: 3 clusters Score -1.968763e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159399 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -19687488.000000 Penalty: 3915.621826
	Iteration 165Q: 3 clusters Score -1.968749e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -19687356.000000 Penalty: 3915.621826
	Iteration 166Q: 3 clusters Score -1.968736e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159710 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -19687260.000000 Penalty: 3915.621826
	Iteration 167Q: 3 clusters Score -1.968726e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159839 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -19687212.000000 Penalty: 3915.621826
	Iteration 168Q: 3 clusters Score -1.968721e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159936 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -19687138.000000 Penalty: 3915.621826
	Iteration 169Q: 3 clusters Score -1.968714e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160015 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -19687042.000000 Penalty: 3915.621826
	Iteration 170Q: 3 clusters Score -1.968704e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160077 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -19686988.000000 Penalty: 3915.621826
	Iteration 171Q: 3 clusters Score -1.968699e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160131 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -19686956.000000 Penalty: 3915.621826
	Iteration 172Q: 3 clusters Score -1.968696e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160175 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -19686932.000000 Penalty: 3915.621826
	Iteration 173Q: 3 clusters Score -1.968693e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160217 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -19686904.000000 Penalty: 3915.621826
	Iteration 174Q: 3 clusters Score -1.96869e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160255 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -19686890.000000 Penalty: 3915.621826
	Iteration 175Q: 3 clusters Score -1.968689e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160293 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -19686862.000000 Penalty: 3915.621826
	Iteration 176Q: 3 clusters Score -1.968686e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160325 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -19686826.000000 Penalty: 3915.621826
	Iteration 177Q: 3 clusters Score -1.968683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160358 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -19686804.000000 Penalty: 3915.621826
	Iteration 178Q: 3 clusters Score -1.96868e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160385 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -19686802.000000 Penalty: 3915.621826
	Iteration 179Q: 3 clusters Score -1.96868e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160417 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -19686756.000000 Penalty: 3915.621826
	Iteration 180F: 3 clusters Score -1.968676e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160455 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -19686722.000000 Penalty: 3915.621826
	Iteration 181Q: 3 clusters Score -1.968672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160484 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -19686702.000000 Penalty: 3915.621826
	Iteration 182Q: 3 clusters Score -1.96867e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160505 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -19686692.000000 Penalty: 3915.621826
	Iteration 183Q: 3 clusters Score -1.968669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160529 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -19686648.000000 Penalty: 3915.621826
	Iteration 184Q: 3 clusters Score -1.968665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160556 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -19686640.000000 Penalty: 3915.621826
	Iteration 185Q: 3 clusters Score -1.968664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160574 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -19686622.000000 Penalty: 3915.621826
	Iteration 186Q: 3 clusters Score -1.968662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160591 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -19686604.000000 Penalty: 3915.621826
	Iteration 187Q: 3 clusters Score -1.96866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160605 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -19686598.000000 Penalty: 3915.621826
	Iteration 188Q: 3 clusters Score -1.96866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160621 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -19686590.000000 Penalty: 3915.621826
	Iteration 189Q: 3 clusters Score -1.968659e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160643 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -19686576.000000 Penalty: 3915.621826
	Iteration 190Q: 3 clusters Score -1.968658e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160660 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -19686560.000000 Penalty: 3915.621826
	Iteration 191Q: 3 clusters Score -1.968656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160674 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -19686558.000000 Penalty: 3915.621826
	Iteration 192Q: 3 clusters Score -1.968656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160691 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -19686528.000000 Penalty: 3915.621826
	Iteration 193Q: 3 clusters Score -1.968653e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160712 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -19686526.000000 Penalty: 3915.621826
	Iteration 194Q: 3 clusters Score -1.968653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160726 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -19686516.000000 Penalty: 3915.621826
	Iteration 195Q: 3 clusters Score -1.968652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160737 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -19686512.000000 Penalty: 3915.621826
	Iteration 196Q: 3 clusters Score -1.968651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160748 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -19686510.000000 Penalty: 3915.621826
	Iteration 197Q: 3 clusters Score -1.968651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160756 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -19686502.000000 Penalty: 3915.621826
	Iteration 198Q: 3 clusters Score -1.96865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160768 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -19686486.000000 Penalty: 3915.621826
	Iteration 199Q: 3 clusters Score -1.968649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160779 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -19686464.000000 Penalty: 3915.621826
	Iteration 200F: 3 clusters Score -1.968646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160788 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -19686464.000000 Penalty: 3915.621826
	Iteration 201Q: 3 clusters Score -1.968646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160806 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -19686446.000000 Penalty: 3915.621826
	Iteration 202Q: 3 clusters Score -1.968645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160820 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -19686434.000000 Penalty: 3915.621826
	Iteration 203Q: 3 clusters Score -1.968643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160829 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -19686434.000000 Penalty: 3915.621826
	Iteration 204Q: 3 clusters Score -1.968643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160833 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -19686426.000000 Penalty: 3915.621826
	Iteration 205Q: 3 clusters Score -1.968643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160839 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -19686428.000000 Penalty: 3915.621826
	Iteration 206Q: 3 clusters Score -1.968643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160849 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -19686442.000000 Penalty: 3915.621826
	Iteration 207Q: 3 clusters Score -1.968644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160863 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -19686434.000000 Penalty: 3915.621826
	Iteration 208Q: 3 clusters Score -1.968643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160871 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -19686424.000000 Penalty: 3915.621826
	Iteration 209Q: 3 clusters Score -1.968642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160876 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -19686430.000000 Penalty: 3915.621826
	Iteration 210Q: 3 clusters Score -1.968643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160878 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -19686412.000000 Penalty: 3915.621826
	Iteration 211Q: 3 clusters Score -1.968641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160882 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -19686416.000000 Penalty: 3915.621826
	Iteration 212Q: 3 clusters Score -1.968642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160887 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -19686404.000000 Penalty: 3915.621826
	Iteration 213Q: 3 clusters Score -1.96864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160889 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -19686400.000000 Penalty: 3915.621826
	Iteration 214Q: 3 clusters Score -1.96864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160889 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -19686400.000000 Penalty: 3915.621826
	Iteration 215F: 3 clusters Score -1.96864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 9880 members 
Mstep: Class 4 contains 17301 members 
Mstep: Class 5 contains 10487 members 
Mstep: Class 6 contains 48258 members 
Mstep: Class 7 contains 111044 members 
Mstep: Class 8 contains 37844 members 
Mstep: Class 9 contains 755 members 
Mstep: Class 10 contains 18765 members 
Mstep: Class 11 contains 5688 members 
Mstep: Class 12 contains 97532 members 
Mstep: Class 13 contains 160889 members 
Mstep: Class 15 contains 25222 members 
Mstep: Class 16 contains 6309 members 
Mstep: Class 17 contains 171026 members 
Mstep: Class 18 contains 3757 members 
Mstep: Class 19 contains 19793 members 
Mstep: Class 21 contains 161868 members 
Entering Unmasked Estep 
Score: -102033512.000000 Penalty: 42366.800781
Splitting cluster 13 changes total score from -102015840.000000 to -102033512.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -2906732.250000 Penalty: 1647.014282
	Iteration 0F: 2 clusters Score -2906732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2889522.000000 Penalty: 3294.028564
	Iteration 0F: 3 clusters Score -2889522 nChanged 11657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2896137.250000 Penalty: 3294.028564
	Iteration 1F: 3 clusters Score -2896137 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2896516.250000 Penalty: 3294.028564
	Iteration 2Q: 3 clusters Score -2896516 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2896873.750000 Penalty: 3294.028564
	Iteration 3Q: 3 clusters Score -2896874 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2897282.250000 Penalty: 3294.028564
	Iteration 4Q: 3 clusters Score -2897282 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2897720.500000 Penalty: 3294.028564
	Iteration 5Q: 3 clusters Score -2897720 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2898201.750000 Penalty: 3294.028564
	Iteration 6Q: 3 clusters Score -2898202 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2898796.000000 Penalty: 3294.028564
	Iteration 7Q: 3 clusters Score -2898796 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2899500.000000 Penalty: 3294.028564
	Iteration 8Q: 3 clusters Score -2899500 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2900341.500000 Penalty: 3294.028564
	Iteration 9F: 3 clusters Score -2900342 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2901219.500000 Penalty: 3294.028564
	Iteration 10F: 3 clusters Score -2901220 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2902150.250000 Penalty: 3294.028564
	Iteration 11F: 3 clusters Score -2902150 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2903014.250000 Penalty: 3294.028564
	Iteration 12Q: 3 clusters Score -2903014 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2903726.750000 Penalty: 3294.028564
	Iteration 13Q: 3 clusters Score -2903727 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2904253.000000 Penalty: 3294.028564
	Iteration 14Q: 3 clusters Score -2904253 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2904578.750000 Penalty: 3294.028564
	Iteration 15Q: 3 clusters Score -2904579 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2904811.750000 Penalty: 3294.028564
	Iteration 16Q: 3 clusters Score -2904812 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2904988.750000 Penalty: 3294.028564
	Iteration 17Q: 3 clusters Score -2904989 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2905079.500000 Penalty: 3294.028564
	Iteration 18Q: 3 clusters Score -2905080 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2905137.000000 Penalty: 3294.028564
	Iteration 19Q: 3 clusters Score -2905137 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2905190.000000 Penalty: 3294.028564
	Iteration 20F: 3 clusters Score -2905190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2905228.500000 Penalty: 3294.028564
	Iteration 21Q: 3 clusters Score -2905228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2905243.250000 Penalty: 3294.028564
	Iteration 22Q: 3 clusters Score -2905243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2905258.250000 Penalty: 3294.028564
	Iteration 23Q: 3 clusters Score -2905258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2905260.500000 Penalty: 3294.028564
	Iteration 24Q: 3 clusters Score -2905260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2905268.000000 Penalty: 3294.028564
	Iteration 25Q: 3 clusters Score -2905268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2905273.750000 Penalty: 3294.028564
	Iteration 26Q: 3 clusters Score -2905274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2905278.000000 Penalty: 3294.028564
	Iteration 27Q: 3 clusters Score -2905278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2905282.750000 Penalty: 3294.028564
	Iteration 28Q: 3 clusters Score -2905283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2905283.500000 Penalty: 3294.028564
	Iteration 29Q: 3 clusters Score -2905284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2905295.500000 Penalty: 3294.028564
	Iteration 30Q: 3 clusters Score -2905296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2905307.500000 Penalty: 3294.028564
	Iteration 31Q: 3 clusters Score -2905308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2905312.750000 Penalty: 3294.028564
	Iteration 32Q: 3 clusters Score -2905313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2905316.000000 Penalty: 3294.028564
	Iteration 33Q: 3 clusters Score -2905316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2905318.500000 Penalty: 3294.028564
	Iteration 34Q: 3 clusters Score -2905318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2905321.250000 Penalty: 3294.028564
	Iteration 35Q: 3 clusters Score -2905321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2905322.750000 Penalty: 3294.028564
	Iteration 36Q: 3 clusters Score -2905323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2905326.000000 Penalty: 3294.028564
	Iteration 37Q: 3 clusters Score -2905326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2905329.250000 Penalty: 3294.028564
	Iteration 38Q: 3 clusters Score -2905329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2905329.500000 Penalty: 3294.028564
	Iteration 39Q: 3 clusters Score -2905330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2905329.500000 Penalty: 3294.028564
	Iteration 40F: 3 clusters Score -2905330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Entering Unmasked Estep 
Score: -705836.000000 Penalty: 1421.831421
	Iteration 0F: 2 clusters Score -705836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -701060.812500 Penalty: 2843.662842
	Iteration 0F: 3 clusters Score -701060.8 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -702695.375000 Penalty: 2843.662842
	Iteration 1F: 3 clusters Score -702695.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -703139.250000 Penalty: 2843.662842
	Iteration 2F: 3 clusters Score -703139.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -703488.000000 Penalty: 2843.662842
	Iteration 3F: 3 clusters Score -703488 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -703847.812500 Penalty: 2843.662842
	Iteration 4F: 3 clusters Score -703847.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -704302.812500 Penalty: 2843.662842
	Iteration 5F: 3 clusters Score -704302.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -704841.750000 Penalty: 2843.662842
	Iteration 6F: 3 clusters Score -704841.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -705383.437500 Penalty: 2843.662842
	Iteration 7F: 3 clusters Score -705383.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -705778.812500 Penalty: 2843.662842
	Iteration 8F: 3 clusters Score -705778.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -706055.375000 Penalty: 2843.662842
	Iteration 9Q: 3 clusters Score -706055.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -706251.937500 Penalty: 2843.662842
	Iteration 10Q: 3 clusters Score -706251.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -706448.937500 Penalty: 2843.662842
	Iteration 11Q: 3 clusters Score -706448.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -706602.687500 Penalty: 2843.662842
	Iteration 12Q: 3 clusters Score -706602.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -706664.062500 Penalty: 2843.662842
	Iteration 13Q: 3 clusters Score -706664.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -706715.000000 Penalty: 2843.662842
	Iteration 14Q: 3 clusters Score -706715 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -706774.875000 Penalty: 2843.662842
	Iteration 15Q: 3 clusters Score -706774.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -706837.500000 Penalty: 2843.662842
	Iteration 16Q: 3 clusters Score -706837.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -706893.625000 Penalty: 2843.662842
	Iteration 17Q: 3 clusters Score -706893.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -706964.937500 Penalty: 2843.662842
	Iteration 18Q: 3 clusters Score -706964.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -707062.000000 Penalty: 2843.662842
	Iteration 19Q: 3 clusters Score -707062 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -707176.625000 Penalty: 2843.662842
	Iteration 20F: 3 clusters Score -707176.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -707342.562500 Penalty: 2843.662842
	Iteration 21Q: 3 clusters Score -707342.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -707526.000000 Penalty: 2843.662842
	Iteration 22Q: 3 clusters Score -707526 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -707765.687500 Penalty: 2843.662842
	Iteration 23Q: 3 clusters Score -707765.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -707981.062500 Penalty: 2843.662842
	Iteration 24Q: 3 clusters Score -707981.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -708141.875000 Penalty: 2843.662842
	Iteration 25Q: 3 clusters Score -708141.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -708311.250000 Penalty: 2843.662842
	Iteration 26Q: 3 clusters Score -708311.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -708470.500000 Penalty: 2843.662842
	Iteration 27Q: 3 clusters Score -708470.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -708630.187500 Penalty: 2843.662842
	Iteration 28Q: 3 clusters Score -708630.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -708685.375000 Penalty: 2843.662842
	Iteration 29Q: 3 clusters Score -708685.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -708706.750000 Penalty: 2843.662842
	Iteration 30Q: 3 clusters Score -708706.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -708720.375000 Penalty: 2843.662842
	Iteration 31Q: 3 clusters Score -708720.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -708729.062500 Penalty: 2843.662842
	Iteration 32Q: 3 clusters Score -708729.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -708735.250000 Penalty: 2843.662842
	Iteration 33Q: 3 clusters Score -708735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -708737.250000 Penalty: 2843.662842
	Iteration 34Q: 3 clusters Score -708737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -708737.125000 Penalty: 2843.662842
	Iteration 35Q: 3 clusters Score -708737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -708737.312500 Penalty: 2843.662842
	Iteration 36Q: 3 clusters Score -708737.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -708744.250000 Penalty: 2843.662842
	Iteration 37F: 3 clusters Score -708744.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -708747.875000 Penalty: 2843.662842
	Iteration 38Q: 3 clusters Score -708747.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -708749.562500 Penalty: 2843.662842
	Iteration 39Q: 3 clusters Score -708749.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -708749.375000 Penalty: 2843.662842
	Iteration 40F: 3 clusters Score -708749.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 9880 members 
Mstep: Class 4 contains 17301 members 
Mstep: Class 5 contains 10487 members 
Mstep: Class 6 contains 48258 members 
Mstep: Class 7 contains 111044 members 
Mstep: Class 8 contains 37844 members 
Mstep: Class 9 contains 755 members 
Mstep: Class 10 contains 18765 members 
Mstep: Class 11 contains 5688 members 
Mstep: Class 12 contains 97532 members 
Mstep: Class 13 contains 160889 members 
Mstep: Class 14 contains 2750 members 
Mstep: Class 15 contains 25222 members 
Mstep: Class 16 contains 3559 members 
Mstep: Class 17 contains 171026 members 
Mstep: Class 18 contains 3757 members 
Mstep: Class 19 contains 19793 members 
Mstep: Class 21 contains 161868 members 
Entering Unmasked Estep 
Score: -102035416.000000 Penalty: 44596.628906
Splitting cluster 16 changes total score from -102015840.000000 to -102035416.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 17 (171026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171026 members 
Entering Unmasked Estep 
Score: -19359190.000000 Penalty: 1958.055298
	Iteration 0F: 2 clusters Score -1.935919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 85454 members 
Entering Unmasked Estep 
Score: -19252690.000000 Penalty: 3916.110596
	Iteration 0F: 3 clusters Score -1.925269e+07 nChanged 82937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85207 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -19303002.000000 Penalty: 3916.110596
	Iteration 1F: 3 clusters Score -1.9303e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84585 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -19305740.000000 Penalty: 3916.110596
	Iteration 2Q: 3 clusters Score -1.930574e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
Score: -19310004.000000 Penalty: 3916.110596
	Iteration 3Q: 3 clusters Score -1.931e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82004 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -19316938.000000 Penalty: 3916.110596
	Iteration 4F: 3 clusters Score -1.931694e+07 nChanged 12251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 91343 members 
Entering Unmasked Estep 
Score: -19326794.000000 Penalty: 3916.110596
	Iteration 5F: 3 clusters Score -1.932679e+07 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
Score: -19336840.000000 Penalty: 3916.110596
	Iteration 6F: 3 clusters Score -1.933684e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 94628 members 
Entering Unmasked Estep 
Score: -19342022.000000 Penalty: 3916.110596
	Iteration 7F: 3 clusters Score -1.934202e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76163 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -19343716.000000 Penalty: 3916.110596
	Iteration 8Q: 3 clusters Score -1.934372e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76164 members 
Mstep: Class 2 contains 94862 members 
Entering Unmasked Estep 
Score: -19344244.000000 Penalty: 3916.110596
	Iteration 9Q: 3 clusters Score -1.934424e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76247 members 
Mstep: Class 2 contains 94779 members 
Entering Unmasked Estep 
Score: -19344774.000000 Penalty: 3916.110596
	Iteration 10Q: 3 clusters Score -1.934477e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 94663 members 
Entering Unmasked Estep 
Score: -19345260.000000 Penalty: 3916.110596
	Iteration 11Q: 3 clusters Score -1.934526e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76574 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -19345674.000000 Penalty: 3916.110596
	Iteration 12Q: 3 clusters Score -1.934567e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76801 members 
Mstep: Class 2 contains 94225 members 
Entering Unmasked Estep 
Score: -19345958.000000 Penalty: 3916.110596
	Iteration 13Q: 3 clusters Score -1.934596e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 93946 members 
Entering Unmasked Estep 
Score: -19346304.000000 Penalty: 3916.110596
	Iteration 14Q: 3 clusters Score -1.93463e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77385 members 
Mstep: Class 2 contains 93641 members 
Entering Unmasked Estep 
Score: -19346502.000000 Penalty: 3916.110596
	Iteration 15Q: 3 clusters Score -1.93465e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 93383 members 
Entering Unmasked Estep 
Score: -19346770.000000 Penalty: 3916.110596
	Iteration 16Q: 3 clusters Score -1.934677e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 93091 members 
Entering Unmasked Estep 
Score: -19347034.000000 Penalty: 3916.110596
	Iteration 17Q: 3 clusters Score -1.934703e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 92745 members 
Entering Unmasked Estep 
Score: -19347232.000000 Penalty: 3916.110596
	Iteration 18Q: 3 clusters Score -1.934723e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78634 members 
Mstep: Class 2 contains 92392 members 
Entering Unmasked Estep 
Score: -19347368.000000 Penalty: 3916.110596
	Iteration 19Q: 3 clusters Score -1.934737e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 92092 members 
Entering Unmasked Estep 
Score: -19347562.000000 Penalty: 3916.110596
	Iteration 20F: 3 clusters Score -1.934756e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79210 members 
Mstep: Class 2 contains 91816 members 
Entering Unmasked Estep 
Score: -19347670.000000 Penalty: 3916.110596
	Iteration 21Q: 3 clusters Score -1.934767e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 91549 members 
Entering Unmasked Estep 
Score: -19347692.000000 Penalty: 3916.110596
	Iteration 22Q: 3 clusters Score -1.934769e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79722 members 
Mstep: Class 2 contains 91304 members 
Entering Unmasked Estep 
Score: -19347698.000000 Penalty: 3916.110596
	Iteration 23Q: 3 clusters Score -1.93477e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -19347726.000000 Penalty: 3916.110596
	Iteration 24Q: 3 clusters Score -1.934773e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
Score: -19347802.000000 Penalty: 3916.110596
	Iteration 25Q: 3 clusters Score -1.93478e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 90769 members 
Entering Unmasked Estep 
Score: -19347818.000000 Penalty: 3916.110596
	Iteration 26Q: 3 clusters Score -1.934782e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 90642 members 
Entering Unmasked Estep 
Score: -19347848.000000 Penalty: 3916.110596
	Iteration 27Q: 3 clusters Score -1.934785e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 90553 members 
Entering Unmasked Estep 
Score: -19347856.000000 Penalty: 3916.110596
	Iteration 28Q: 3 clusters Score -1.934786e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 90510 members 
Entering Unmasked Estep 
Score: -19347924.000000 Penalty: 3916.110596
	Iteration 29Q: 3 clusters Score -1.934792e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 90496 members 
Entering Unmasked Estep 
Score: -19347944.000000 Penalty: 3916.110596
	Iteration 30Q: 3 clusters Score -1.934794e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80554 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -19347968.000000 Penalty: 3916.110596
	Iteration 31Q: 3 clusters Score -1.934797e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Mstep: Class 2 contains 90453 members 
Entering Unmasked Estep 
Score: -19348026.000000 Penalty: 3916.110596
	Iteration 32Q: 3 clusters Score -1.934803e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80564 members 
Mstep: Class 2 contains 90462 members 
Entering Unmasked Estep 
Score: -19348024.000000 Penalty: 3916.110596
	Iteration 33Q: 3 clusters Score -1.934802e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80561 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -19347990.000000 Penalty: 3916.110596
	Iteration 34Q: 3 clusters Score -1.934799e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 90503 members 
Entering Unmasked Estep 
Score: -19348008.000000 Penalty: 3916.110596
	Iteration 35Q: 3 clusters Score -1.934801e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 90538 members 
Entering Unmasked Estep 
Score: -19348026.000000 Penalty: 3916.110596
	Iteration 36Q: 3 clusters Score -1.934803e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80459 members 
Mstep: Class 2 contains 90567 members 
Entering Unmasked Estep 
Score: -19348020.000000 Penalty: 3916.110596
	Iteration 37Q: 3 clusters Score -1.934802e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 90595 members 
Entering Unmasked Estep 
Score: -19348030.000000 Penalty: 3916.110596
	Iteration 38Q: 3 clusters Score -1.934803e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80413 members 
Mstep: Class 2 contains 90613 members 
Entering Unmasked Estep 
Score: -19348046.000000 Penalty: 3916.110596
	Iteration 39Q: 3 clusters Score -1.934805e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 90628 members 
Entering Unmasked Estep 
Score: -19348050.000000 Penalty: 3916.110596
	Iteration 40F: 3 clusters Score -1.934805e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 90631 members 
Entering Unmasked Estep 
Score: -19348050.000000 Penalty: 3916.110596
	Iteration 41Q: 3 clusters Score -1.934805e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Mstep: Class 2 contains 90637 members 
Entering Unmasked Estep 
Score: -19348050.000000 Penalty: 3916.110596
	Iteration 42Q: 3 clusters Score -1.934805e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -19348026.000000 Penalty: 3916.110596
	Iteration 43Q: 3 clusters Score -1.934803e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -19348058.000000 Penalty: 3916.110596
	Iteration 44Q: 3 clusters Score -1.934806e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 90626 members 
Entering Unmasked Estep 
Score: -19348066.000000 Penalty: 3916.110596
	Iteration 45Q: 3 clusters Score -1.934807e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 90621 members 
Entering Unmasked Estep 
Score: -19348078.000000 Penalty: 3916.110596
	Iteration 46Q: 3 clusters Score -1.934808e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 90611 members 
Entering Unmasked Estep 
Score: -19348080.000000 Penalty: 3916.110596
	Iteration 47Q: 3 clusters Score -1.934808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80414 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -19348092.000000 Penalty: 3916.110596
	Iteration 48Q: 3 clusters Score -1.934809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80413 members 
Mstep: Class 2 contains 90613 members 
Entering Unmasked Estep 
Score: -19348098.000000 Penalty: 3916.110596
	Iteration 49Q: 3 clusters Score -1.93481e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 90626 members 
Entering Unmasked Estep 
Score: -19348118.000000 Penalty: 3916.110596
	Iteration 50Q: 3 clusters Score -1.934812e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -19348120.000000 Penalty: 3916.110596
	Iteration 51Q: 3 clusters Score -1.934812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -19348112.000000 Penalty: 3916.110596
	Iteration 52Q: 3 clusters Score -1.934811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -19348116.000000 Penalty: 3916.110596
	Iteration 53Q: 3 clusters Score -1.934812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 90642 members 
Entering Unmasked Estep 
Score: -19348110.000000 Penalty: 3916.110596
	Iteration 54Q: 3 clusters Score -1.934811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 90644 members 
Entering Unmasked Estep 
Score: -19348114.000000 Penalty: 3916.110596
	Iteration 55Q: 3 clusters Score -1.934811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80381 members 
Mstep: Class 2 contains 90645 members 
Entering Unmasked Estep 
Score: -19348112.000000 Penalty: 3916.110596
	Iteration 56Q: 3 clusters Score -1.934811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80378 members 
Mstep: Class 2 contains 90648 members 
Entering Unmasked Estep 
Score: -19348126.000000 Penalty: 3916.110596
	Iteration 57Q: 3 clusters Score -1.934813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 90649 members 
Entering Unmasked Estep 
Score: -19348128.000000 Penalty: 3916.110596
	Iteration 58Q: 3 clusters Score -1.934813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -19348126.000000 Penalty: 3916.110596
	Iteration 59Q: 3 clusters Score -1.934813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80376 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -19348126.000000 Penalty: 3916.110596
	Iteration 60F: 3 clusters Score -1.934813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -434702.437500 Penalty: 1337.598511
	Iteration 0F: 2 clusters Score -434702.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -431456.343750 Penalty: 2675.197021
	Iteration 0F: 3 clusters Score -431456.3 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -432276.312500 Penalty: 2675.197021
	Iteration 1F: 3 clusters Score -432276.3 nChanged 274
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: -432430.562500 Penalty: 2675.197021
	Iteration 2F: 3 clusters Score -432430.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -432529.500000 Penalty: 2675.197021
	Iteration 3Q: 3 clusters Score -432529.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -432599.343750 Penalty: 2675.197021
	Iteration 4Q: 3 clusters Score -432599.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -432644.031250 Penalty: 2675.197021
	Iteration 5Q: 3 clusters Score -432644 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -432677.500000 Penalty: 2675.197021
	Iteration 6Q: 3 clusters Score -432677.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -432708.187500 Penalty: 2675.197021
	Iteration 7Q: 3 clusters Score -432708.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -432736.250000 Penalty: 2675.197021
	Iteration 8Q: 3 clusters Score -432736.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -432762.281250 Penalty: 2675.197021
	Iteration 9Q: 3 clusters Score -432762.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -432785.250000 Penalty: 2675.197021
	Iteration 10Q: 3 clusters Score -432785.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -432800.531250 Penalty: 2675.197021
	Iteration 11Q: 3 clusters Score -432800.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -432819.687500 Penalty: 2675.197021
	Iteration 12Q: 3 clusters Score -432819.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -432838.125000 Penalty: 2675.197021
	Iteration 13Q: 3 clusters Score -432838.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -432852.625000 Penalty: 2675.197021
	Iteration 14Q: 3 clusters Score -432852.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -432862.687500 Penalty: 2675.197021
	Iteration 15Q: 3 clusters Score -432862.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -432876.625000 Penalty: 2675.197021
	Iteration 16Q: 3 clusters Score -432876.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -432892.406250 Penalty: 2675.197021
	Iteration 17Q: 3 clusters Score -432892.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -432904.656250 Penalty: 2675.197021
	Iteration 18Q: 3 clusters Score -432904.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -432918.906250 Penalty: 2675.197021
	Iteration 19Q: 3 clusters Score -432918.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -432932.093750 Penalty: 2675.197021
	Iteration 20F: 3 clusters Score -432932.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -432942.125000 Penalty: 2675.197021
	Iteration 21Q: 3 clusters Score -432942.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -432952.875000 Penalty: 2675.197021
	Iteration 22Q: 3 clusters Score -432952.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -432964.562500 Penalty: 2675.197021
	Iteration 23Q: 3 clusters Score -432964.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -432978.406250 Penalty: 2675.197021
	Iteration 24Q: 3 clusters Score -432978.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -432998.156250 Penalty: 2675.197021
	Iteration 25Q: 3 clusters Score -432998.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -433017.156250 Penalty: 2675.197021
	Iteration 26Q: 3 clusters Score -433017.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -433038.625000 Penalty: 2675.197021
	Iteration 27Q: 3 clusters Score -433038.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -433066.093750 Penalty: 2675.197021
	Iteration 28Q: 3 clusters Score -433066.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -433089.062500 Penalty: 2675.197021
	Iteration 29Q: 3 clusters Score -433089.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -433115.156250 Penalty: 2675.197021
	Iteration 30Q: 3 clusters Score -433115.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -433135.687500 Penalty: 2675.197021
	Iteration 31Q: 3 clusters Score -433135.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -433158.843750 Penalty: 2675.197021
	Iteration 32Q: 3 clusters Score -433158.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -433184.406250 Penalty: 2675.197021
	Iteration 33Q: 3 clusters Score -433184.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -433206.812500 Penalty: 2675.197021
	Iteration 34Q: 3 clusters Score -433206.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -433236.062500 Penalty: 2675.197021
	Iteration 35Q: 3 clusters Score -433236.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -433262.218750 Penalty: 2675.197021
	Iteration 36Q: 3 clusters Score -433262.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -433289.156250 Penalty: 2675.197021
	Iteration 37Q: 3 clusters Score -433289.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -433313.843750 Penalty: 2675.197021
	Iteration 38Q: 3 clusters Score -433313.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -433336.093750 Penalty: 2675.197021
	Iteration 39Q: 3 clusters Score -433336.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -433352.875000 Penalty: 2675.197021
	Iteration 40F: 3 clusters Score -433352.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -433369.125000 Penalty: 2675.197021
	Iteration 41Q: 3 clusters Score -433369.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -433381.031250 Penalty: 2675.197021
	Iteration 42Q: 3 clusters Score -433381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -433386.281250 Penalty: 2675.197021
	Iteration 43Q: 3 clusters Score -433386.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -433397.187500 Penalty: 2675.197021
	Iteration 44Q: 3 clusters Score -433397.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -433405.625000 Penalty: 2675.197021
	Iteration 45Q: 3 clusters Score -433405.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -433416.781250 Penalty: 2675.197021
	Iteration 46Q: 3 clusters Score -433416.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -433425.812500 Penalty: 2675.197021
	Iteration 47Q: 3 clusters Score -433425.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -433434.218750 Penalty: 2675.197021
	Iteration 48Q: 3 clusters Score -433434.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -433440.375000 Penalty: 2675.197021
	Iteration 49Q: 3 clusters Score -433440.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -433443.062500 Penalty: 2675.197021
	Iteration 50Q: 3 clusters Score -433443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -433444.062500 Penalty: 2675.197021
	Iteration 51Q: 3 clusters Score -433444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -433445.625000 Penalty: 2675.197021
	Iteration 52Q: 3 clusters Score -433445.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -433446.093750 Penalty: 2675.197021
	Iteration 53Q: 3 clusters Score -433446.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -433447.031250 Penalty: 2675.197021
	Iteration 54Q: 3 clusters Score -433447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -433448.781250 Penalty: 2675.197021
	Iteration 55Q: 3 clusters Score -433448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -433450.906250 Penalty: 2675.197021
	Iteration 56Q: 3 clusters Score -433450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -433454.968750 Penalty: 2675.197021
	Iteration 57Q: 3 clusters Score -433455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -433458.875000 Penalty: 2675.197021
	Iteration 58Q: 3 clusters Score -433458.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -433461.906250 Penalty: 2675.197021
	Iteration 59Q: 3 clusters Score -433461.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -433464.687500 Penalty: 2675.197021
	Iteration 60F: 3 clusters Score -433464.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -433469.718750 Penalty: 2675.197021
	Iteration 61Q: 3 clusters Score -433469.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -433474.156250 Penalty: 2675.197021
	Iteration 62Q: 3 clusters Score -433474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -433474.812500 Penalty: 2675.197021
	Iteration 63Q: 3 clusters Score -433474.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -433475.968750 Penalty: 2675.197021
	Iteration 64Q: 3 clusters Score -433476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -433475.968750 Penalty: 2675.197021
	Iteration 65F: 3 clusters Score -433476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Entering Unmasked Estep 
Score: -2330623.000000 Penalty: 1607.626099
	Iteration 0F: 2 clusters Score -2330623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2317129.750000 Penalty: 3215.252197
	Iteration 0F: 3 clusters Score -2317130 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2321957.500000 Penalty: 3215.252197
	Iteration 1F: 3 clusters Score -2321958 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2322305.750000 Penalty: 3215.252197
	Iteration 2Q: 3 clusters Score -2322306 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2322692.750000 Penalty: 3215.252197
	Iteration 3Q: 3 clusters Score -2322693 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2323220.750000 Penalty: 3215.252197
	Iteration 4F: 3 clusters Score -2323221 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2323956.500000 Penalty: 3215.252197
	Iteration 5F: 3 clusters Score -2323956 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2324989.500000 Penalty: 3215.252197
	Iteration 6F: 3 clusters Score -2324990 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2326184.000000 Penalty: 3215.252197
	Iteration 7F: 3 clusters Score -2326184 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2327231.500000 Penalty: 3215.252197
	Iteration 8F: 3 clusters Score -2327232 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2328031.500000 Penalty: 3215.252197
	Iteration 9Q: 3 clusters Score -2328032 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2328508.250000 Penalty: 3215.252197
	Iteration 10Q: 3 clusters Score -2328508 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2328774.250000 Penalty: 3215.252197
	Iteration 11Q: 3 clusters Score -2328774 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2328894.250000 Penalty: 3215.252197
	Iteration 12Q: 3 clusters Score -2328894 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2328979.500000 Penalty: 3215.252197
	Iteration 13Q: 3 clusters Score -2328980 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2329021.500000 Penalty: 3215.252197
	Iteration 14Q: 3 clusters Score -2329022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2329054.250000 Penalty: 3215.252197
	Iteration 15Q: 3 clusters Score -2329054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2329077.250000 Penalty: 3215.252197
	Iteration 16Q: 3 clusters Score -2329077 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2329109.750000 Penalty: 3215.252197
	Iteration 17Q: 3 clusters Score -2329110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2329114.750000 Penalty: 3215.252197
	Iteration 18Q: 3 clusters Score -2329115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2329133.250000 Penalty: 3215.252197
	Iteration 19Q: 3 clusters Score -2329133 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2329155.500000 Penalty: 3215.252197
	Iteration 20F: 3 clusters Score -2329156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2329178.750000 Penalty: 3215.252197
	Iteration 21Q: 3 clusters Score -2329179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2329193.250000 Penalty: 3215.252197
	Iteration 22Q: 3 clusters Score -2329193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2329205.750000 Penalty: 3215.252197
	Iteration 23Q: 3 clusters Score -2329206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2329213.000000 Penalty: 3215.252197
	Iteration 24Q: 3 clusters Score -2329213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2329216.250000 Penalty: 3215.252197
	Iteration 25Q: 3 clusters Score -2329216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2329217.000000 Penalty: 3215.252197
	Iteration 26Q: 3 clusters Score -2329217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2329221.750000 Penalty: 3215.252197
	Iteration 27Q: 3 clusters Score -2329222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2329225.000000 Penalty: 3215.252197
	Iteration 28Q: 3 clusters Score -2329225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2329227.750000 Penalty: 3215.252197
	Iteration 29Q: 3 clusters Score -2329228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2329230.500000 Penalty: 3215.252197
	Iteration 30Q: 3 clusters Score -2329230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2329235.000000 Penalty: 3215.252197
	Iteration 31Q: 3 clusters Score -2329235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2329235.750000 Penalty: 3215.252197
	Iteration 32Q: 3 clusters Score -2329236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2329236.750000 Penalty: 3215.252197
	Iteration 33Q: 3 clusters Score -2329237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2329238.000000 Penalty: 3215.252197
	Iteration 34Q: 3 clusters Score -2329238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2329235.500000 Penalty: 3215.252197
	Iteration 35Q: 3 clusters Score -2329236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2329237.000000 Penalty: 3215.252197
	Iteration 36Q: 3 clusters Score -2329237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2329237.000000 Penalty: 3215.252197
	Iteration 37F: 3 clusters Score -2329237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161868 members 
Entering Unmasked Estep 
Score: -18712698.000000 Penalty: 1949.112183
	Iteration 0F: 2 clusters Score -1.87127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81037 members 
Mstep: Class 2 contains 80831 members 
Entering Unmasked Estep 
Score: -18629670.000000 Penalty: 3898.224365
	Iteration 0F: 3 clusters Score -1.862967e+07 nChanged 77937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 75270 members 
Entering Unmasked Estep 
Score: -18675416.000000 Penalty: 3898.224365
	Iteration 1F: 3 clusters Score -1.867542e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90489 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -18676714.000000 Penalty: 3898.224365
	Iteration 2Q: 3 clusters Score -1.867671e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95986 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -18678828.000000 Penalty: 3898.224365
	Iteration 3F: 3 clusters Score -1.867883e+07 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103377 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -18682130.000000 Penalty: 3898.224365
	Iteration 4F: 3 clusters Score -1.868213e+07 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111968 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -18687968.000000 Penalty: 3898.224365
	Iteration 5F: 3 clusters Score -1.868797e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120992 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -18696508.000000 Penalty: 3898.224365
	Iteration 6F: 3 clusters Score -1.869651e+07 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128484 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -18705764.000000 Penalty: 3898.224365
	Iteration 7F: 3 clusters Score -1.870576e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132544 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -18713338.000000 Penalty: 3898.224365
	Iteration 8F: 3 clusters Score -1.871334e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133782 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -18717064.000000 Penalty: 3898.224365
	Iteration 9Q: 3 clusters Score -1.871706e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134133 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -18718366.000000 Penalty: 3898.224365
	Iteration 10Q: 3 clusters Score -1.871837e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134493 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -18719274.000000 Penalty: 3898.224365
	Iteration 11Q: 3 clusters Score -1.871927e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134870 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -18720062.000000 Penalty: 3898.224365
	Iteration 12Q: 3 clusters Score -1.872006e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135277 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -18720924.000000 Penalty: 3898.224365
	Iteration 13Q: 3 clusters Score -1.872092e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135672 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -18721768.000000 Penalty: 3898.224365
	Iteration 14Q: 3 clusters Score -1.872177e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136060 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -18722420.000000 Penalty: 3898.224365
	Iteration 15Q: 3 clusters Score -1.872242e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136444 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -18723094.000000 Penalty: 3898.224365
	Iteration 16Q: 3 clusters Score -1.872309e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136809 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -18723598.000000 Penalty: 3898.224365
	Iteration 17Q: 3 clusters Score -1.87236e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137150 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -18724050.000000 Penalty: 3898.224365
	Iteration 18Q: 3 clusters Score -1.872405e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137516 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -18724292.000000 Penalty: 3898.224365
	Iteration 19Q: 3 clusters Score -1.872429e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137860 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -18724546.000000 Penalty: 3898.224365
	Iteration 20F: 3 clusters Score -1.872455e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138233 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -18724664.000000 Penalty: 3898.224365
	Iteration 21Q: 3 clusters Score -1.872466e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138572 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -18724830.000000 Penalty: 3898.224365
	Iteration 22Q: 3 clusters Score -1.872483e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138884 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -18724942.000000 Penalty: 3898.224365
	Iteration 23Q: 3 clusters Score -1.872494e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139182 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -18725058.000000 Penalty: 3898.224365
	Iteration 24Q: 3 clusters Score -1.872506e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139485 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -18725160.000000 Penalty: 3898.224365
	Iteration 25Q: 3 clusters Score -1.872516e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139766 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -18725280.000000 Penalty: 3898.224365
	Iteration 26Q: 3 clusters Score -1.872528e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140059 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -18725344.000000 Penalty: 3898.224365
	Iteration 27Q: 3 clusters Score -1.872534e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140312 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -18725394.000000 Penalty: 3898.224365
	Iteration 28Q: 3 clusters Score -1.872539e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140529 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -18725418.000000 Penalty: 3898.224365
	Iteration 29Q: 3 clusters Score -1.872542e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140742 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -18725438.000000 Penalty: 3898.224365
	Iteration 30Q: 3 clusters Score -1.872544e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140932 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -18725390.000000 Penalty: 3898.224365
	Iteration 31Q: 3 clusters Score -1.872539e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141114 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -18725444.000000 Penalty: 3898.224365
	Iteration 32Q: 3 clusters Score -1.872544e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141284 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -18725408.000000 Penalty: 3898.224365
	Iteration 33Q: 3 clusters Score -1.872541e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141446 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -18725420.000000 Penalty: 3898.224365
	Iteration 34Q: 3 clusters Score -1.872542e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141619 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -18725428.000000 Penalty: 3898.224365
	Iteration 35Q: 3 clusters Score -1.872543e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141788 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -18725410.000000 Penalty: 3898.224365
	Iteration 36Q: 3 clusters Score -1.872541e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141952 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -18725412.000000 Penalty: 3898.224365
	Iteration 37Q: 3 clusters Score -1.872541e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142094 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -18725404.000000 Penalty: 3898.224365
	Iteration 38Q: 3 clusters Score -1.87254e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142227 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -18725418.000000 Penalty: 3898.224365
	Iteration 39Q: 3 clusters Score -1.872542e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142344 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -18725374.000000 Penalty: 3898.224365
	Iteration 40F: 3 clusters Score -1.872537e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142445 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -18725366.000000 Penalty: 3898.224365
	Iteration 41Q: 3 clusters Score -1.872537e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142552 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -18725396.000000 Penalty: 3898.224365
	Iteration 42Q: 3 clusters Score -1.87254e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142654 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -18725396.000000 Penalty: 3898.224365
	Iteration 43Q: 3 clusters Score -1.87254e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142757 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -18725400.000000 Penalty: 3898.224365
	Iteration 44Q: 3 clusters Score -1.87254e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142840 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -18725394.000000 Penalty: 3898.224365
	Iteration 45Q: 3 clusters Score -1.872539e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142921 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -18725382.000000 Penalty: 3898.224365
	Iteration 46Q: 3 clusters Score -1.872538e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143001 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -18725396.000000 Penalty: 3898.224365
	Iteration 47Q: 3 clusters Score -1.87254e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143071 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -18725364.000000 Penalty: 3898.224365
	Iteration 48Q: 3 clusters Score -1.872536e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143145 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -18725338.000000 Penalty: 3898.224365
	Iteration 49Q: 3 clusters Score -1.872534e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143218 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -18725312.000000 Penalty: 3898.224365
	Iteration 50Q: 3 clusters Score -1.872531e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143287 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -18725292.000000 Penalty: 3898.224365
	Iteration 51Q: 3 clusters Score -1.872529e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143371 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -18725308.000000 Penalty: 3898.224365
	Iteration 52Q: 3 clusters Score -1.872531e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143446 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -18725290.000000 Penalty: 3898.224365
	Iteration 53Q: 3 clusters Score -1.872529e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143509 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -18725280.000000 Penalty: 3898.224365
	Iteration 54Q: 3 clusters Score -1.872528e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143569 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -18725278.000000 Penalty: 3898.224365
	Iteration 55Q: 3 clusters Score -1.872528e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143625 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -18725318.000000 Penalty: 3898.224365
	Iteration 56Q: 3 clusters Score -1.872532e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143685 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -18725314.000000 Penalty: 3898.224365
	Iteration 57Q: 3 clusters Score -1.872531e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143746 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -18725274.000000 Penalty: 3898.224365
	Iteration 58Q: 3 clusters Score -1.872527e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143821 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -18725240.000000 Penalty: 3898.224365
	Iteration 59Q: 3 clusters Score -1.872524e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143900 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -18725208.000000 Penalty: 3898.224365
	Iteration 60F: 3 clusters Score -1.872521e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143973 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -18725206.000000 Penalty: 3898.224365
	Iteration 61Q: 3 clusters Score -1.872521e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144055 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -18725180.000000 Penalty: 3898.224365
	Iteration 62Q: 3 clusters Score -1.872518e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144138 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -18725128.000000 Penalty: 3898.224365
	Iteration 63Q: 3 clusters Score -1.872513e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144210 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -18725094.000000 Penalty: 3898.224365
	Iteration 64Q: 3 clusters Score -1.872509e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144271 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -18725044.000000 Penalty: 3898.224365
	Iteration 65Q: 3 clusters Score -1.872504e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144338 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -18724990.000000 Penalty: 3898.224365
	Iteration 66Q: 3 clusters Score -1.872499e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144396 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -18724954.000000 Penalty: 3898.224365
	Iteration 67Q: 3 clusters Score -1.872495e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144461 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -18724944.000000 Penalty: 3898.224365
	Iteration 68Q: 3 clusters Score -1.872494e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144530 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -18724924.000000 Penalty: 3898.224365
	Iteration 69Q: 3 clusters Score -1.872492e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144588 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -18724898.000000 Penalty: 3898.224365
	Iteration 70Q: 3 clusters Score -1.87249e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144654 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -18724894.000000 Penalty: 3898.224365
	Iteration 71Q: 3 clusters Score -1.872489e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144712 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -18724886.000000 Penalty: 3898.224365
	Iteration 72Q: 3 clusters Score -1.872489e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144770 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -18724882.000000 Penalty: 3898.224365
	Iteration 73Q: 3 clusters Score -1.872488e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144818 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -18724850.000000 Penalty: 3898.224365
	Iteration 74Q: 3 clusters Score -1.872485e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144866 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -18724858.000000 Penalty: 3898.224365
	Iteration 75Q: 3 clusters Score -1.872486e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144911 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -18724864.000000 Penalty: 3898.224365
	Iteration 76Q: 3 clusters Score -1.872486e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144957 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -18724866.000000 Penalty: 3898.224365
	Iteration 77Q: 3 clusters Score -1.872487e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144996 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -18724864.000000 Penalty: 3898.224365
	Iteration 78Q: 3 clusters Score -1.872486e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145039 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -18724850.000000 Penalty: 3898.224365
	Iteration 79Q: 3 clusters Score -1.872485e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145073 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -18724848.000000 Penalty: 3898.224365
	Iteration 80F: 3 clusters Score -1.872485e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145109 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -18724852.000000 Penalty: 3898.224365
	Iteration 81Q: 3 clusters Score -1.872485e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145146 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -18724862.000000 Penalty: 3898.224365
	Iteration 82Q: 3 clusters Score -1.872486e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145176 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -18724882.000000 Penalty: 3898.224365
	Iteration 83Q: 3 clusters Score -1.872488e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145198 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -18724860.000000 Penalty: 3898.224365
	Iteration 84Q: 3 clusters Score -1.872486e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145220 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -18724850.000000 Penalty: 3898.224365
	Iteration 85Q: 3 clusters Score -1.872485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145242 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -18724874.000000 Penalty: 3898.224365
	Iteration 86Q: 3 clusters Score -1.872487e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145268 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -18724854.000000 Penalty: 3898.224365
	Iteration 87Q: 3 clusters Score -1.872485e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145295 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -18724846.000000 Penalty: 3898.224365
	Iteration 88Q: 3 clusters Score -1.872485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145315 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -18724846.000000 Penalty: 3898.224365
	Iteration 89Q: 3 clusters Score -1.872485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145334 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -18724852.000000 Penalty: 3898.224365
	Iteration 90Q: 3 clusters Score -1.872485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145356 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -18724840.000000 Penalty: 3898.224365
	Iteration 91Q: 3 clusters Score -1.872484e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145377 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -18724846.000000 Penalty: 3898.224365
	Iteration 92Q: 3 clusters Score -1.872485e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145398 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -18724834.000000 Penalty: 3898.224365
	Iteration 93Q: 3 clusters Score -1.872483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145412 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -18724828.000000 Penalty: 3898.224365
	Iteration 94Q: 3 clusters Score -1.872483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145433 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -18724824.000000 Penalty: 3898.224365
	Iteration 95Q: 3 clusters Score -1.872482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145449 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -18724816.000000 Penalty: 3898.224365
	Iteration 96Q: 3 clusters Score -1.872482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145468 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -18724802.000000 Penalty: 3898.224365
	Iteration 97Q: 3 clusters Score -1.87248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145484 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -18724806.000000 Penalty: 3898.224365
	Iteration 98Q: 3 clusters Score -1.872481e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145509 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -18724812.000000 Penalty: 3898.224365
	Iteration 99Q: 3 clusters Score -1.872481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145527 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -18724800.000000 Penalty: 3898.224365
	Iteration 100F: 3 clusters Score -1.87248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145548 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -18724798.000000 Penalty: 3898.224365
	Iteration 101Q: 3 clusters Score -1.87248e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145572 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -18724810.000000 Penalty: 3898.224365
	Iteration 102Q: 3 clusters Score -1.872481e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145599 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -18724806.000000 Penalty: 3898.224365
	Iteration 103Q: 3 clusters Score -1.872481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145620 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -18724824.000000 Penalty: 3898.224365
	Iteration 104Q: 3 clusters Score -1.872482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145640 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -18724836.000000 Penalty: 3898.224365
	Iteration 105Q: 3 clusters Score -1.872484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145657 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -18724826.000000 Penalty: 3898.224365
	Iteration 106Q: 3 clusters Score -1.872483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145677 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -18724806.000000 Penalty: 3898.224365
	Iteration 107Q: 3 clusters Score -1.872481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145696 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -18724810.000000 Penalty: 3898.224365
	Iteration 108Q: 3 clusters Score -1.872481e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145722 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -18724810.000000 Penalty: 3898.224365
	Iteration 109Q: 3 clusters Score -1.872481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145737 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -18724784.000000 Penalty: 3898.224365
	Iteration 110Q: 3 clusters Score -1.872478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145746 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -18724776.000000 Penalty: 3898.224365
	Iteration 111Q: 3 clusters Score -1.872478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145763 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -18724790.000000 Penalty: 3898.224365
	Iteration 112Q: 3 clusters Score -1.872479e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145788 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -18724776.000000 Penalty: 3898.224365
	Iteration 113Q: 3 clusters Score -1.872478e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145809 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -18724768.000000 Penalty: 3898.224365
	Iteration 114Q: 3 clusters Score -1.872477e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145835 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -18724744.000000 Penalty: 3898.224365
	Iteration 115Q: 3 clusters Score -1.872474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145851 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -18724766.000000 Penalty: 3898.224365
	Iteration 116Q: 3 clusters Score -1.872477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145867 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -18724742.000000 Penalty: 3898.224365
	Iteration 117Q: 3 clusters Score -1.872474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145882 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -18724726.000000 Penalty: 3898.224365
	Iteration 118Q: 3 clusters Score -1.872473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145898 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -18724718.000000 Penalty: 3898.224365
	Iteration 119Q: 3 clusters Score -1.872472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145911 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -18724732.000000 Penalty: 3898.224365
	Iteration 120F: 3 clusters Score -1.872473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145925 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -18724726.000000 Penalty: 3898.224365
	Iteration 121Q: 3 clusters Score -1.872473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145941 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -18724716.000000 Penalty: 3898.224365
	Iteration 122Q: 3 clusters Score -1.872472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145959 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -18724696.000000 Penalty: 3898.224365
	Iteration 123Q: 3 clusters Score -1.87247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145980 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -18724696.000000 Penalty: 3898.224365
	Iteration 124Q: 3 clusters Score -1.87247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146000 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -18724692.000000 Penalty: 3898.224365
	Iteration 125Q: 3 clusters Score -1.872469e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146023 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -18724652.000000 Penalty: 3898.224365
	Iteration 126Q: 3 clusters Score -1.872465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146035 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -18724648.000000 Penalty: 3898.224365
	Iteration 127Q: 3 clusters Score -1.872465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146052 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -18724654.000000 Penalty: 3898.224365
	Iteration 128Q: 3 clusters Score -1.872465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146063 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -18724658.000000 Penalty: 3898.224365
	Iteration 129Q: 3 clusters Score -1.872466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146075 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -18724658.000000 Penalty: 3898.224365
	Iteration 130Q: 3 clusters Score -1.872466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146082 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -18724638.000000 Penalty: 3898.224365
	Iteration 131Q: 3 clusters Score -1.872464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146090 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -18724628.000000 Penalty: 3898.224365
	Iteration 132Q: 3 clusters Score -1.872463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146102 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -18724626.000000 Penalty: 3898.224365
	Iteration 133Q: 3 clusters Score -1.872463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146110 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -18724630.000000 Penalty: 3898.224365
	Iteration 134Q: 3 clusters Score -1.872463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146119 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -18724632.000000 Penalty: 3898.224365
	Iteration 135Q: 3 clusters Score -1.872463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -18724632.000000 Penalty: 3898.224365
	Iteration 136Q: 3 clusters Score -1.872463e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146142 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -18724636.000000 Penalty: 3898.224365
	Iteration 137Q: 3 clusters Score -1.872464e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146165 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -18724614.000000 Penalty: 3898.224365
	Iteration 138Q: 3 clusters Score -1.872461e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146182 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -18724602.000000 Penalty: 3898.224365
	Iteration 139Q: 3 clusters Score -1.87246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146195 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -18724602.000000 Penalty: 3898.224365
	Iteration 140F: 3 clusters Score -1.87246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146213 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -18724580.000000 Penalty: 3898.224365
	Iteration 141Q: 3 clusters Score -1.872458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146222 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -18724584.000000 Penalty: 3898.224365
	Iteration 142Q: 3 clusters Score -1.872458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146236 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -18724576.000000 Penalty: 3898.224365
	Iteration 143Q: 3 clusters Score -1.872458e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146254 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -18724560.000000 Penalty: 3898.224365
	Iteration 144Q: 3 clusters Score -1.872456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146272 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -18724550.000000 Penalty: 3898.224365
	Iteration 145Q: 3 clusters Score -1.872455e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146302 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -18724528.000000 Penalty: 3898.224365
	Iteration 146Q: 3 clusters Score -1.872453e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146332 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -18724554.000000 Penalty: 3898.224365
	Iteration 147Q: 3 clusters Score -1.872455e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146372 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -18724528.000000 Penalty: 3898.224365
	Iteration 148Q: 3 clusters Score -1.872453e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146402 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -18724514.000000 Penalty: 3898.224365
	Iteration 149Q: 3 clusters Score -1.872451e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146427 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -18724492.000000 Penalty: 3898.224365
	Iteration 150Q: 3 clusters Score -1.872449e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146461 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -18724498.000000 Penalty: 3898.224365
	Iteration 151Q: 3 clusters Score -1.87245e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146497 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -18724458.000000 Penalty: 3898.224365
	Iteration 152Q: 3 clusters Score -1.872446e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146529 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -18724458.000000 Penalty: 3898.224365
	Iteration 153Q: 3 clusters Score -1.872446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146556 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -18724444.000000 Penalty: 3898.224365
	Iteration 154Q: 3 clusters Score -1.872444e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146599 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -18724418.000000 Penalty: 3898.224365
	Iteration 155Q: 3 clusters Score -1.872442e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146655 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -18724414.000000 Penalty: 3898.224365
	Iteration 156Q: 3 clusters Score -1.872441e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146710 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -18724374.000000 Penalty: 3898.224365
	Iteration 157Q: 3 clusters Score -1.872437e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146756 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -18724366.000000 Penalty: 3898.224365
	Iteration 158Q: 3 clusters Score -1.872437e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146791 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -18724338.000000 Penalty: 3898.224365
	Iteration 159Q: 3 clusters Score -1.872434e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146832 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -18724316.000000 Penalty: 3898.224365
	Iteration 160F: 3 clusters Score -1.872432e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146868 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -18724318.000000 Penalty: 3898.224365
	Iteration 161Q: 3 clusters Score -1.872432e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146905 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -18724320.000000 Penalty: 3898.224365
	Iteration 162Q: 3 clusters Score -1.872432e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146935 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -18724330.000000 Penalty: 3898.224365
	Iteration 163Q: 3 clusters Score -1.872433e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146967 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -18724298.000000 Penalty: 3898.224365
	Iteration 164Q: 3 clusters Score -1.87243e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146996 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -18724312.000000 Penalty: 3898.224365
	Iteration 165Q: 3 clusters Score -1.872431e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147026 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -18724312.000000 Penalty: 3898.224365
	Iteration 166Q: 3 clusters Score -1.872431e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147052 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -18724292.000000 Penalty: 3898.224365
	Iteration 167Q: 3 clusters Score -1.872429e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147084 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -18724294.000000 Penalty: 3898.224365
	Iteration 168Q: 3 clusters Score -1.872429e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147127 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -18724262.000000 Penalty: 3898.224365
	Iteration 169Q: 3 clusters Score -1.872426e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147171 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -18724266.000000 Penalty: 3898.224365
	Iteration 170Q: 3 clusters Score -1.872427e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147206 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -18724236.000000 Penalty: 3898.224365
	Iteration 171Q: 3 clusters Score -1.872424e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147246 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -18724228.000000 Penalty: 3898.224365
	Iteration 172Q: 3 clusters Score -1.872423e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147289 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -18724224.000000 Penalty: 3898.224365
	Iteration 173Q: 3 clusters Score -1.872422e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147331 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -18724194.000000 Penalty: 3898.224365
	Iteration 174Q: 3 clusters Score -1.872419e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147370 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -18724202.000000 Penalty: 3898.224365
	Iteration 175Q: 3 clusters Score -1.87242e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147401 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -18724174.000000 Penalty: 3898.224365
	Iteration 176Q: 3 clusters Score -1.872417e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147427 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -18724186.000000 Penalty: 3898.224365
	Iteration 177Q: 3 clusters Score -1.872419e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147453 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -18724174.000000 Penalty: 3898.224365
	Iteration 178Q: 3 clusters Score -1.872417e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147477 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -18724168.000000 Penalty: 3898.224365
	Iteration 179Q: 3 clusters Score -1.872417e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147506 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -18724172.000000 Penalty: 3898.224365
	Iteration 180F: 3 clusters Score -1.872417e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147534 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -18724162.000000 Penalty: 3898.224365
	Iteration 181Q: 3 clusters Score -1.872416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147552 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -18724136.000000 Penalty: 3898.224365
	Iteration 182Q: 3 clusters Score -1.872414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147575 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -18724148.000000 Penalty: 3898.224365
	Iteration 183Q: 3 clusters Score -1.872415e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147600 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -18724114.000000 Penalty: 3898.224365
	Iteration 184Q: 3 clusters Score -1.872411e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147625 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -18724110.000000 Penalty: 3898.224365
	Iteration 185Q: 3 clusters Score -1.872411e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147646 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -18724090.000000 Penalty: 3898.224365
	Iteration 186Q: 3 clusters Score -1.872409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147663 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -18724068.000000 Penalty: 3898.224365
	Iteration 187Q: 3 clusters Score -1.872407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147684 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -18724068.000000 Penalty: 3898.224365
	Iteration 188Q: 3 clusters Score -1.872407e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147719 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -18724064.000000 Penalty: 3898.224365
	Iteration 189Q: 3 clusters Score -1.872406e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147748 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -18724046.000000 Penalty: 3898.224365
	Iteration 190Q: 3 clusters Score -1.872405e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147778 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -18724030.000000 Penalty: 3898.224365
	Iteration 191Q: 3 clusters Score -1.872403e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147803 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -18724026.000000 Penalty: 3898.224365
	Iteration 192Q: 3 clusters Score -1.872403e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147834 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -18724010.000000 Penalty: 3898.224365
	Iteration 193Q: 3 clusters Score -1.872401e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147855 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -18723994.000000 Penalty: 3898.224365
	Iteration 194Q: 3 clusters Score -1.872399e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147880 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -18724002.000000 Penalty: 3898.224365
	Iteration 195Q: 3 clusters Score -1.8724e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147912 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -18723956.000000 Penalty: 3898.224365
	Iteration 196Q: 3 clusters Score -1.872396e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147940 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -18723940.000000 Penalty: 3898.224365
	Iteration 197Q: 3 clusters Score -1.872394e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147964 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -18723956.000000 Penalty: 3898.224365
	Iteration 198Q: 3 clusters Score -1.872396e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147987 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -18723980.000000 Penalty: 3898.224365
	Iteration 199Q: 3 clusters Score -1.872398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148010 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -18723962.000000 Penalty: 3898.224365
	Iteration 200F: 3 clusters Score -1.872396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148028 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -18723930.000000 Penalty: 3898.224365
	Iteration 201Q: 3 clusters Score -1.872393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148045 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -18723942.000000 Penalty: 3898.224365
	Iteration 202Q: 3 clusters Score -1.872394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148064 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -18723938.000000 Penalty: 3898.224365
	Iteration 203Q: 3 clusters Score -1.872394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148080 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -18723928.000000 Penalty: 3898.224365
	Iteration 204Q: 3 clusters Score -1.872393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148100 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -18723926.000000 Penalty: 3898.224365
	Iteration 205Q: 3 clusters Score -1.872393e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -18723924.000000 Penalty: 3898.224365
	Iteration 206Q: 3 clusters Score -1.872392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148131 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -18723908.000000 Penalty: 3898.224365
	Iteration 207Q: 3 clusters Score -1.872391e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148143 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -18723908.000000 Penalty: 3898.224365
	Iteration 208Q: 3 clusters Score -1.872391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148160 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -18723904.000000 Penalty: 3898.224365
	Iteration 209Q: 3 clusters Score -1.87239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148178 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -18723900.000000 Penalty: 3898.224365
	Iteration 210Q: 3 clusters Score -1.87239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148199 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -18723904.000000 Penalty: 3898.224365
	Iteration 211Q: 3 clusters Score -1.87239e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148221 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -18723900.000000 Penalty: 3898.224365
	Iteration 212Q: 3 clusters Score -1.87239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148239 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -18723888.000000 Penalty: 3898.224365
	Iteration 213Q: 3 clusters Score -1.872389e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148265 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -18723880.000000 Penalty: 3898.224365
	Iteration 214Q: 3 clusters Score -1.872388e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148287 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -18723868.000000 Penalty: 3898.224365
	Iteration 215Q: 3 clusters Score -1.872387e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148305 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -18723858.000000 Penalty: 3898.224365
	Iteration 216Q: 3 clusters Score -1.872386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148325 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -18723852.000000 Penalty: 3898.224365
	Iteration 217Q: 3 clusters Score -1.872385e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148345 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -18723858.000000 Penalty: 3898.224365
	Iteration 218Q: 3 clusters Score -1.872386e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148364 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -18723858.000000 Penalty: 3898.224365
	Iteration 219Q: 3 clusters Score -1.872386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148383 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -18723836.000000 Penalty: 3898.224365
	Iteration 220F: 3 clusters Score -1.872384e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148406 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -18723834.000000 Penalty: 3898.224365
	Iteration 221Q: 3 clusters Score -1.872383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148430 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -18723846.000000 Penalty: 3898.224365
	Iteration 222Q: 3 clusters Score -1.872385e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148458 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -18723822.000000 Penalty: 3898.224365
	Iteration 223Q: 3 clusters Score -1.872382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148472 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -18723824.000000 Penalty: 3898.224365
	Iteration 224Q: 3 clusters Score -1.872382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148485 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -18723808.000000 Penalty: 3898.224365
	Iteration 225Q: 3 clusters Score -1.872381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148495 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -18723812.000000 Penalty: 3898.224365
	Iteration 226Q: 3 clusters Score -1.872381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148503 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -18723776.000000 Penalty: 3898.224365
	Iteration 227Q: 3 clusters Score -1.872378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148510 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -18723770.000000 Penalty: 3898.224365
	Iteration 228Q: 3 clusters Score -1.872377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148516 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -18723770.000000 Penalty: 3898.224365
	Iteration 229Q: 3 clusters Score -1.872377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148523 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -18723756.000000 Penalty: 3898.224365
	Iteration 230Q: 3 clusters Score -1.872376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148530 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -18723736.000000 Penalty: 3898.224365
	Iteration 231Q: 3 clusters Score -1.872374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148538 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -18723744.000000 Penalty: 3898.224365
	Iteration 232Q: 3 clusters Score -1.872374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148539 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -18723750.000000 Penalty: 3898.224365
	Iteration 233Q: 3 clusters Score -1.872375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148541 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -18723750.000000 Penalty: 3898.224365
	Iteration 234Q: 3 clusters Score -1.872375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148543 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -18723752.000000 Penalty: 3898.224365
	Iteration 235Q: 3 clusters Score -1.872375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148546 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -18723742.000000 Penalty: 3898.224365
	Iteration 236Q: 3 clusters Score -1.872374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148547 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -18723752.000000 Penalty: 3898.224365
	Iteration 237Q: 3 clusters Score -1.872375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148549 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -18723738.000000 Penalty: 3898.224365
	Iteration 238Q: 3 clusters Score -1.872374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148551 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -18723742.000000 Penalty: 3898.224365
	Iteration 239Q: 3 clusters Score -1.872374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148553 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -18723742.000000 Penalty: 3898.224365
	Iteration 240F: 3 clusters Score -1.872374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148554 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -18723742.000000 Penalty: 3898.224365
	Iteration 241Q: 3 clusters Score -1.872374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148556 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -18723728.000000 Penalty: 3898.224365
	Iteration 242Q: 3 clusters Score -1.872373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148557 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -18723714.000000 Penalty: 3898.224365
	Iteration 243Q: 3 clusters Score -1.872371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148560 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -18723726.000000 Penalty: 3898.224365
	Iteration 244Q: 3 clusters Score -1.872373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148563 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -18723714.000000 Penalty: 3898.224365
	Iteration 245Q: 3 clusters Score -1.872371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148570 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -18723712.000000 Penalty: 3898.224365
	Iteration 246Q: 3 clusters Score -1.872371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148578 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -18723720.000000 Penalty: 3898.224365
	Iteration 247Q: 3 clusters Score -1.872372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148581 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -18723728.000000 Penalty: 3898.224365
	Iteration 248Q: 3 clusters Score -1.872373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148586 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -18723714.000000 Penalty: 3898.224365
	Iteration 249Q: 3 clusters Score -1.872371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148591 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -18723702.000000 Penalty: 3898.224365
	Iteration 250Q: 3 clusters Score -1.87237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148599 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -18723698.000000 Penalty: 3898.224365
	Iteration 251Q: 3 clusters Score -1.87237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148609 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -18723698.000000 Penalty: 3898.224365
	Iteration 252Q: 3 clusters Score -1.87237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148620 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -18723676.000000 Penalty: 3898.224365
	Iteration 253Q: 3 clusters Score -1.872368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148630 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -18723660.000000 Penalty: 3898.224365
	Iteration 254Q: 3 clusters Score -1.872366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148640 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -18723646.000000 Penalty: 3898.224365
	Iteration 255Q: 3 clusters Score -1.872365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148652 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -18723652.000000 Penalty: 3898.224365
	Iteration 256Q: 3 clusters Score -1.872365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148664 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -18723634.000000 Penalty: 3898.224365
	Iteration 257Q: 3 clusters Score -1.872363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148677 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -18723628.000000 Penalty: 3898.224365
	Iteration 258Q: 3 clusters Score -1.872363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148688 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -18723634.000000 Penalty: 3898.224365
	Iteration 259Q: 3 clusters Score -1.872363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148696 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -18723624.000000 Penalty: 3898.224365
	Iteration 260F: 3 clusters Score -1.872362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148703 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -18723624.000000 Penalty: 3898.224365
	Iteration 261Q: 3 clusters Score -1.872362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148706 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -18723630.000000 Penalty: 3898.224365
	Iteration 262Q: 3 clusters Score -1.872363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148709 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -18723636.000000 Penalty: 3898.224365
	Iteration 263Q: 3 clusters Score -1.872364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148714 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -18723620.000000 Penalty: 3898.224365
	Iteration 264Q: 3 clusters Score -1.872362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148718 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -18723632.000000 Penalty: 3898.224365
	Iteration 265Q: 3 clusters Score -1.872363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148724 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -18723620.000000 Penalty: 3898.224365
	Iteration 266Q: 3 clusters Score -1.872362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148729 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -18723618.000000 Penalty: 3898.224365
	Iteration 267Q: 3 clusters Score -1.872362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148738 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -18723608.000000 Penalty: 3898.224365
	Iteration 268Q: 3 clusters Score -1.872361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148750 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -18723600.000000 Penalty: 3898.224365
	Iteration 269Q: 3 clusters Score -1.87236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148758 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -18723582.000000 Penalty: 3898.224365
	Iteration 270Q: 3 clusters Score -1.872358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148766 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -18723576.000000 Penalty: 3898.224365
	Iteration 271Q: 3 clusters Score -1.872358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148774 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -18723562.000000 Penalty: 3898.224365
	Iteration 272Q: 3 clusters Score -1.872356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148779 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -18723556.000000 Penalty: 3898.224365
	Iteration 273Q: 3 clusters Score -1.872356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148784 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -18723550.000000 Penalty: 3898.224365
	Iteration 274Q: 3 clusters Score -1.872355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148792 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -18723570.000000 Penalty: 3898.224365
	Iteration 275Q: 3 clusters Score -1.872357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148801 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -18723560.000000 Penalty: 3898.224365
	Iteration 276Q: 3 clusters Score -1.872356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148813 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -18723552.000000 Penalty: 3898.224365
	Iteration 277Q: 3 clusters Score -1.872355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148830 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -18723552.000000 Penalty: 3898.224365
	Iteration 278Q: 3 clusters Score -1.872355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148846 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -18723540.000000 Penalty: 3898.224365
	Iteration 279Q: 3 clusters Score -1.872354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148859 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -18723524.000000 Penalty: 3898.224365
	Iteration 280F: 3 clusters Score -1.872352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148870 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -18723506.000000 Penalty: 3898.224365
	Iteration 281Q: 3 clusters Score -1.872351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148882 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -18723494.000000 Penalty: 3898.224365
	Iteration 282Q: 3 clusters Score -1.872349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148891 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -18723492.000000 Penalty: 3898.224365
	Iteration 283Q: 3 clusters Score -1.872349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148899 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -18723494.000000 Penalty: 3898.224365
	Iteration 284Q: 3 clusters Score -1.872349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148913 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -18723490.000000 Penalty: 3898.224365
	Iteration 285Q: 3 clusters Score -1.872349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148929 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -18723500.000000 Penalty: 3898.224365
	Iteration 286Q: 3 clusters Score -1.87235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148949 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -18723488.000000 Penalty: 3898.224365
	Iteration 287Q: 3 clusters Score -1.872349e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148976 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -18723502.000000 Penalty: 3898.224365
	Iteration 288Q: 3 clusters Score -1.87235e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149001 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -18723514.000000 Penalty: 3898.224365
	Iteration 289Q: 3 clusters Score -1.872351e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149023 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -18723508.000000 Penalty: 3898.224365
	Iteration 290Q: 3 clusters Score -1.872351e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149042 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -18723498.000000 Penalty: 3898.224365
	Iteration 291Q: 3 clusters Score -1.87235e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149060 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -18723508.000000 Penalty: 3898.224365
	Iteration 292Q: 3 clusters Score -1.872351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149083 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -18723474.000000 Penalty: 3898.224365
	Iteration 293Q: 3 clusters Score -1.872347e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149113 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -18723462.000000 Penalty: 3898.224365
	Iteration 294Q: 3 clusters Score -1.872346e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149146 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -18723452.000000 Penalty: 3898.224365
	Iteration 295Q: 3 clusters Score -1.872345e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149174 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -18723464.000000 Penalty: 3898.224365
	Iteration 296Q: 3 clusters Score -1.872346e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149204 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -18723464.000000 Penalty: 3898.224365
	Iteration 297Q: 3 clusters Score -1.872346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149231 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -18723438.000000 Penalty: 3898.224365
	Iteration 298Q: 3 clusters Score -1.872344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149256 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -18723436.000000 Penalty: 3898.224365
	Iteration 299Q: 3 clusters Score -1.872344e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149277 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -18723416.000000 Penalty: 3898.224365
	Iteration 300F: 3 clusters Score -1.872342e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149298 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -18723398.000000 Penalty: 3898.224365
	Iteration 301Q: 3 clusters Score -1.87234e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149320 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -18723392.000000 Penalty: 3898.224365
	Iteration 302Q: 3 clusters Score -1.872339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149331 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -18723364.000000 Penalty: 3898.224365
	Iteration 303Q: 3 clusters Score -1.872336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149341 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -18723344.000000 Penalty: 3898.224365
	Iteration 304Q: 3 clusters Score -1.872334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149353 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -18723350.000000 Penalty: 3898.224365
	Iteration 305Q: 3 clusters Score -1.872335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149361 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -18723350.000000 Penalty: 3898.224365
	Iteration 306Q: 3 clusters Score -1.872335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149368 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -18723350.000000 Penalty: 3898.224365
	Iteration 307Q: 3 clusters Score -1.872335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149377 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -18723330.000000 Penalty: 3898.224365
	Iteration 308Q: 3 clusters Score -1.872333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149388 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -18723318.000000 Penalty: 3898.224365
	Iteration 309Q: 3 clusters Score -1.872332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149400 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -18723310.000000 Penalty: 3898.224365
	Iteration 310Q: 3 clusters Score -1.872331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149411 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -18723314.000000 Penalty: 3898.224365
	Iteration 311Q: 3 clusters Score -1.872331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149422 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -18723326.000000 Penalty: 3898.224365
	Iteration 312Q: 3 clusters Score -1.872333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149429 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -18723328.000000 Penalty: 3898.224365
	Iteration 313Q: 3 clusters Score -1.872333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149438 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -18723334.000000 Penalty: 3898.224365
	Iteration 314Q: 3 clusters Score -1.872333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149441 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -18723340.000000 Penalty: 3898.224365
	Iteration 315Q: 3 clusters Score -1.872334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149443 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -18723340.000000 Penalty: 3898.224365
	Iteration 316Q: 3 clusters Score -1.872334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149447 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -18723340.000000 Penalty: 3898.224365
	Iteration 317Q: 3 clusters Score -1.872334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149454 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -18723320.000000 Penalty: 3898.224365
	Iteration 318Q: 3 clusters Score -1.872332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149457 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -18723324.000000 Penalty: 3898.224365
	Iteration 319Q: 3 clusters Score -1.872332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149458 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -18723336.000000 Penalty: 3898.224365
	Iteration 320F: 3 clusters Score -1.872334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149464 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -18723334.000000 Penalty: 3898.224365
	Iteration 321Q: 3 clusters Score -1.872333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149469 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -18723336.000000 Penalty: 3898.224365
	Iteration 322Q: 3 clusters Score -1.872334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149472 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -18723336.000000 Penalty: 3898.224365
	Iteration 323Q: 3 clusters Score -1.872334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149475 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -18723326.000000 Penalty: 3898.224365
	Iteration 324Q: 3 clusters Score -1.872333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149477 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -18723330.000000 Penalty: 3898.224365
	Iteration 325Q: 3 clusters Score -1.872333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149479 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -18723332.000000 Penalty: 3898.224365
	Iteration 326Q: 3 clusters Score -1.872333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149480 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -18723322.000000 Penalty: 3898.224365
	Iteration 327Q: 3 clusters Score -1.872332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149480 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -18723322.000000 Penalty: 3898.224365
	Iteration 328F: 3 clusters Score -1.872332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 9880 members 
Mstep: Class 4 contains 17301 members 
Mstep: Class 5 contains 10487 members 
Mstep: Class 6 contains 48258 members 
Mstep: Class 7 contains 111044 members 
Mstep: Class 8 contains 37844 members 
Mstep: Class 9 contains 755 members 
Mstep: Class 10 contains 18765 members 
Mstep: Class 11 contains 5688 members 
Mstep: Class 12 contains 97532 members 
Mstep: Class 13 contains 160889 members 
Mstep: Class 14 contains 2750 members 
Mstep: Class 15 contains 25222 members 
Mstep: Class 16 contains 3559 members 
Mstep: Class 17 contains 171026 members 
Mstep: Class 18 contains 3757 members 
Mstep: Class 19 contains 19793 members 
Mstep: Class 20 contains 12388 members 
Mstep: Class 21 contains 149480 members 
Entering Unmasked Estep 
Score: -102045720.000000 Penalty: 46826.460938
Splitting cluster 21 changes total score from -102015840.000000 to -102045720.000000
So it's getting split into cluster 20.
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 4 contains 17301 members 
Mstep: Class 5 contains 10487 members 
Mstep: Class 6 contains 48258 members 
Mstep: Class 7 contains 111044 members 
Mstep: Class 8 contains 37844 members 
Mstep: Class 9 contains 755 members 
Mstep: Class 10 contains 18765 members 
Mstep: Class 11 contains 5688 members 
Mstep: Class 12 contains 97532 members 
Mstep: Class 13 contains 160889 members 
Mstep: Class 15 contains 25222 members 
Mstep: Class 16 contains 3559 members 
Mstep: Class 17 contains 171026 members 
Mstep: Class 18 contains 3757 members 
Mstep: Class 19 contains 19793 members 
Mstep: Class 21 contains 149480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102048688.000000 Penalty: 46826.460938
Iteration 39Q: 22 clusters Score -1.020487e+08 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 3 contains 9827 members 
Mstep: Class 4 contains 17127 members 
Mstep: Class 5 contains 10475 members 
Mstep: Class 6 contains 48226 members 
Mstep: Class 7 contains 114197 members 
Mstep: Class 8 contains 38287 members 
Mstep: Class 9 contains 760 members 
Mstep: Class 10 contains 18416 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 97611 members 
Mstep: Class 13 contains 160746 members 
Mstep: Class 14 contains 2623 members 
Mstep: Class 15 contains 24985 members 
Mstep: Class 16 contains 3560 members 
Mstep: Class 17 contains 168308 members 
Mstep: Class 18 contains 3733 members 
Mstep: Class 19 contains 19006 members 
Mstep: Class 20 contains 12560 members 
Mstep: Class 21 contains 150606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102053728.000000 Penalty: 46826.460938
Iteration 40F: 22 clusters Score -1.020537e+08 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 10217 members 
Mstep: Class 4 contains 16885 members 
Mstep: Class 5 contains 10262 members 
Mstep: Class 6 contains 48035 members 
Mstep: Class 7 contains 117039 members 
Mstep: Class 8 contains 38433 members 
Mstep: Class 9 contains 767 members 
Mstep: Class 10 contains 17894 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 97354 members 
Mstep: Class 13 contains 160038 members 
Mstep: Class 14 contains 3185 members 
Mstep: Class 15 contains 24695 members 
Mstep: Class 16 contains 3575 members 
Mstep: Class 17 contains 165548 members 
Mstep: Class 18 contains 3699 members 
Mstep: Class 19 contains 19120 members 
Mstep: Class 20 contains 12662 members 
Mstep: Class 21 contains 151398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102057456.000000 Penalty: 46826.460938
Iteration 41Q: 22 clusters Score -1.020575e+08 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3262 members 
Mstep: Class 3 contains 10398 members 
Mstep: Class 4 contains 16662 members 
Mstep: Class 5 contains 10106 members 
Mstep: Class 6 contains 47769 members 
Mstep: Class 7 contains 119586 members 
Mstep: Class 8 contains 38501 members 
Mstep: Class 9 contains 789 members 
Mstep: Class 10 contains 17606 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 97204 members 
Mstep: Class 13 contains 159465 members 
Mstep: Class 14 contains 3733 members 
Mstep: Class 15 contains 24354 members 
Mstep: Class 16 contains 3605 members 
Mstep: Class 17 contains 163418 members 
Mstep: Class 18 contains 3666 members 
Mstep: Class 19 contains 19313 members 
Mstep: Class 20 contains 12752 members 
Mstep: Class 21 contains 151871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102059344.000000 Penalty: 46826.460938
Iteration 42Q: 22 clusters Score -1.020593e+08 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 10502 members 
Mstep: Class 4 contains 16458 members 
Mstep: Class 5 contains 10025 members 
Mstep: Class 6 contains 47547 members 
Mstep: Class 7 contains 121896 members 
Mstep: Class 8 contains 38555 members 
Mstep: Class 9 contains 798 members 
Mstep: Class 10 contains 17434 members 
Mstep: Class 11 contains 4277 members 
Mstep: Class 12 contains 97049 members 
Mstep: Class 13 contains 159003 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 23933 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 161677 members 
Mstep: Class 18 contains 3636 members 
Mstep: Class 19 contains 19606 members 
Mstep: Class 20 contains 12828 members 
Mstep: Class 21 contains 152059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102060848.000000 Penalty: 46826.460938
Iteration 43Q: 22 clusters Score -1.020608e+08 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3603 members 
Mstep: Class 3 contains 10571 members 
Mstep: Class 4 contains 16269 members 
Mstep: Class 5 contains 9960 members 
Mstep: Class 6 contains 47328 members 
Mstep: Class 7 contains 124009 members 
Mstep: Class 8 contains 38601 members 
Mstep: Class 9 contains 808 members 
Mstep: Class 10 contains 17328 members 
Mstep: Class 11 contains 3984 members 
Mstep: Class 12 contains 96969 members 
Mstep: Class 13 contains 158519 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 23494 members 
Mstep: Class 16 contains 3657 members 
Mstep: Class 17 contains 160167 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 20039 members 
Mstep: Class 20 contains 12869 members 
Mstep: Class 21 contains 152116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102062680.000000 Penalty: 46826.460938
Iteration 44Q: 22 clusters Score -1.020627e+08 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3699 members 
Mstep: Class 3 contains 10635 members 
Mstep: Class 4 contains 16067 members 
Mstep: Class 5 contains 9925 members 
Mstep: Class 6 contains 47150 members 
Mstep: Class 7 contains 125887 members 
Mstep: Class 8 contains 38655 members 
Mstep: Class 9 contains 817 members 
Mstep: Class 10 contains 17254 members 
Mstep: Class 11 contains 3742 members 
Mstep: Class 12 contains 96889 members 
Mstep: Class 13 contains 158120 members 
Mstep: Class 14 contains 5068 members 
Mstep: Class 15 contains 23021 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 158907 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 20500 members 
Mstep: Class 20 contains 12893 members 
Mstep: Class 21 contains 152064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102064128.000000 Penalty: 46826.460938
Iteration 45Q: 22 clusters Score -1.020641e+08 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3768 members 
Mstep: Class 3 contains 10699 members 
Mstep: Class 4 contains 15864 members 
Mstep: Class 5 contains 9883 members 
Mstep: Class 6 contains 47024 members 
Mstep: Class 7 contains 127497 members 
Mstep: Class 8 contains 38704 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 17200 members 
Mstep: Class 11 contains 3546 members 
Mstep: Class 12 contains 96913 members 
Mstep: Class 13 contains 157723 members 
Mstep: Class 14 contains 5442 members 
Mstep: Class 15 contains 22585 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 157765 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 21005 members 
Mstep: Class 20 contains 12905 members 
Mstep: Class 21 contains 151921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102065584.000000 Penalty: 46826.460938
Iteration 46Q: 22 clusters Score -1.020656e+08 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3811 members 
Mstep: Class 3 contains 10701 members 
Mstep: Class 4 contains 15651 members 
Mstep: Class 5 contains 9854 members 
Mstep: Class 6 contains 46917 members 
Mstep: Class 7 contains 128858 members 
Mstep: Class 8 contains 38742 members 
Mstep: Class 9 contains 832 members 
Mstep: Class 10 contains 17135 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 12 contains 96974 members 
Mstep: Class 13 contains 157309 members 
Mstep: Class 14 contains 5784 members 
Mstep: Class 15 contains 22182 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 156885 members 
Mstep: Class 18 contains 3551 members 
Mstep: Class 19 contains 21600 members 
Mstep: Class 20 contains 12887 members 
Mstep: Class 21 contains 151784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102066960.000000 Penalty: 46826.460938
Iteration 47Q: 22 clusters Score -1.02067e+08 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3857 members 
Mstep: Class 3 contains 10680 members 
Mstep: Class 4 contains 15464 members 
Mstep: Class 5 contains 9806 members 
Mstep: Class 6 contains 46829 members 
Mstep: Class 7 contains 130099 members 
Mstep: Class 8 contains 38752 members 
Mstep: Class 9 contains 839 members 
Mstep: Class 10 contains 17090 members 
Mstep: Class 11 contains 3161 members 
Mstep: Class 12 contains 97002 members 
Mstep: Class 13 contains 156970 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 21790 members 
Mstep: Class 16 contains 3725 members 
Mstep: Class 17 contains 156133 members 
Mstep: Class 18 contains 3543 members 
Mstep: Class 19 contains 22278 members 
Mstep: Class 20 contains 12859 members 
Mstep: Class 21 contains 151535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102068208.000000 Penalty: 46826.460938
Iteration 48Q: 22 clusters Score -1.020682e+08 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3886 members 
Mstep: Class 3 contains 10640 members 
Mstep: Class 4 contains 15288 members 
Mstep: Class 5 contains 9780 members 
Mstep: Class 6 contains 46732 members 
Mstep: Class 7 contains 131169 members 
Mstep: Class 8 contains 38751 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 17049 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 97043 members 
Mstep: Class 13 contains 156656 members 
Mstep: Class 14 contains 6368 members 
Mstep: Class 15 contains 21426 members 
Mstep: Class 16 contains 3736 members 
Mstep: Class 17 contains 155518 members 
Mstep: Class 18 contains 3539 members 
Mstep: Class 19 contains 23022 members 
Mstep: Class 20 contains 12820 members 
Mstep: Class 21 contains 151180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102069352.000000 Penalty: 46826.460938
Iteration 49Q: 22 clusters Score -1.020694e+08 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3911 members 
Mstep: Class 3 contains 10595 members 
Mstep: Class 4 contains 15130 members 
Mstep: Class 5 contains 9767 members 
Mstep: Class 6 contains 46663 members 
Mstep: Class 7 contains 132128 members 
Mstep: Class 8 contains 38727 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 16992 members 
Mstep: Class 11 contains 2899 members 
Mstep: Class 12 contains 97055 members 
Mstep: Class 13 contains 156424 members 
Mstep: Class 14 contains 6632 members 
Mstep: Class 15 contains 21082 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 155040 members 
Mstep: Class 18 contains 3526 members 
Mstep: Class 19 contains 23776 members 
Mstep: Class 20 contains 12763 members 
Mstep: Class 21 contains 150768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102069968.000000 Penalty: 46826.460938
Iteration 50Q: 22 clusters Score -1.0207e+08 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 10531 members 
Mstep: Class 4 contains 14987 members 
Mstep: Class 5 contains 9759 members 
Mstep: Class 6 contains 46592 members 
Mstep: Class 7 contains 132889 members 
Mstep: Class 8 contains 38711 members 
Mstep: Class 9 contains 861 members 
Mstep: Class 10 contains 16944 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 97050 members 
Mstep: Class 13 contains 156171 members 
Mstep: Class 14 contains 6883 members 
Mstep: Class 15 contains 20777 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 154694 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 24588 members 
Mstep: Class 20 contains 12701 members 
Mstep: Class 21 contains 150338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102071248.000000 Penalty: 46826.460938
Iteration 51Q: 22 clusters Score -1.020712e+08 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 10446 members 
Mstep: Class 4 contains 14839 members 
Mstep: Class 5 contains 9751 members 
Mstep: Class 6 contains 46534 members 
Mstep: Class 7 contains 133585 members 
Mstep: Class 8 contains 38693 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 97051 members 
Mstep: Class 13 contains 155956 members 
Mstep: Class 14 contains 7097 members 
Mstep: Class 15 contains 20513 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 154407 members 
Mstep: Class 18 contains 3487 members 
Mstep: Class 19 contains 25445 members 
Mstep: Class 20 contains 12622 members 
Mstep: Class 21 contains 149865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102072384.000000 Penalty: 46826.460938
Iteration 52Q: 22 clusters Score -1.020724e+08 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3978 members 
Mstep: Class 3 contains 10358 members 
Mstep: Class 4 contains 14706 members 
Mstep: Class 5 contains 9751 members 
Mstep: Class 6 contains 46487 members 
Mstep: Class 7 contains 134149 members 
Mstep: Class 8 contains 38672 members 
Mstep: Class 9 contains 870 members 
Mstep: Class 10 contains 16846 members 
Mstep: Class 11 contains 2636 members 
Mstep: Class 12 contains 97049 members 
Mstep: Class 13 contains 155732 members 
Mstep: Class 14 contains 7292 members 
Mstep: Class 15 contains 20264 members 
Mstep: Class 16 contains 3746 members 
Mstep: Class 17 contains 154182 members 
Mstep: Class 18 contains 3473 members 
Mstep: Class 19 contains 26349 members 
Mstep: Class 20 contains 12537 members 
Mstep: Class 21 contains 149358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102073824.000000 Penalty: 46826.460938
Iteration 53Q: 22 clusters Score -1.020738e+08 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3996 members 
Mstep: Class 3 contains 10260 members 
Mstep: Class 4 contains 14601 members 
Mstep: Class 5 contains 9753 members 
Mstep: Class 6 contains 46456 members 
Mstep: Class 7 contains 134574 members 
Mstep: Class 8 contains 38635 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 16797 members 
Mstep: Class 11 contains 2619 members 
Mstep: Class 12 contains 97040 members 
Mstep: Class 13 contains 155529 members 
Mstep: Class 14 contains 7444 members 
Mstep: Class 15 contains 20065 members 
Mstep: Class 16 contains 3751 members 
Mstep: Class 17 contains 154062 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 27321 members 
Mstep: Class 20 contains 12443 members 
Mstep: Class 21 contains 148753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102074448.000000 Penalty: 46826.460938
Iteration 54Q: 22 clusters Score -1.020744e+08 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4014 members 
Mstep: Class 3 contains 10144 members 
Mstep: Class 4 contains 14510 members 
Mstep: Class 5 contains 9752 members 
Mstep: Class 6 contains 46433 members 
Mstep: Class 7 contains 134842 members 
Mstep: Class 8 contains 38609 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 16758 members 
Mstep: Class 11 contains 2650 members 
Mstep: Class 12 contains 97051 members 
Mstep: Class 13 contains 155366 members 
Mstep: Class 14 contains 7565 members 
Mstep: Class 15 contains 19887 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 154025 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 28301 members 
Mstep: Class 20 contains 12323 members 
Mstep: Class 21 contains 148121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102075176.000000 Penalty: 46826.460938
Iteration 55Q: 22 clusters Score -1.020752e+08 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4027 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 14438 members 
Mstep: Class 5 contains 9748 members 
Mstep: Class 6 contains 46427 members 
Mstep: Class 7 contains 135104 members 
Mstep: Class 8 contains 38601 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 16738 members 
Mstep: Class 11 contains 2681 members 
Mstep: Class 12 contains 97021 members 
Mstep: Class 13 contains 155228 members 
Mstep: Class 14 contains 7701 members 
Mstep: Class 15 contains 19708 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 153978 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 29303 members 
Mstep: Class 20 contains 12175 members 
Mstep: Class 21 contains 147449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102075856.000000 Penalty: 46826.460938
Iteration 56Q: 22 clusters Score -1.020759e+08 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4043 members 
Mstep: Class 3 contains 9919 members 
Mstep: Class 4 contains 14385 members 
Mstep: Class 5 contains 9755 members 
Mstep: Class 6 contains 46433 members 
Mstep: Class 7 contains 135340 members 
Mstep: Class 8 contains 38589 members 
Mstep: Class 9 contains 878 members 
Mstep: Class 10 contains 16699 members 
Mstep: Class 11 contains 2712 members 
Mstep: Class 12 contains 96953 members 
Mstep: Class 13 contains 155069 members 
Mstep: Class 14 contains 7822 members 
Mstep: Class 15 contains 19557 members 
Mstep: Class 16 contains 3756 members 
Mstep: Class 17 contains 153917 members 
Mstep: Class 18 contains 3397 members 
Mstep: Class 19 contains 30331 members 
Mstep: Class 20 contains 12028 members 
Mstep: Class 21 contains 146809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102076496.000000 Penalty: 46826.460938
Iteration 57Q: 22 clusters Score -1.020765e+08 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4056 members 
Mstep: Class 3 contains 9828 members 
Mstep: Class 4 contains 14331 members 
Mstep: Class 5 contains 9749 members 
Mstep: Class 6 contains 46458 members 
Mstep: Class 7 contains 135591 members 
Mstep: Class 8 contains 38572 members 
Mstep: Class 9 contains 879 members 
Mstep: Class 10 contains 16670 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 96869 members 
Mstep: Class 13 contains 154872 members 
Mstep: Class 14 contains 7958 members 
Mstep: Class 15 contains 19416 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 153815 members 
Mstep: Class 18 contains 3381 members 
Mstep: Class 19 contains 31329 members 
Mstep: Class 20 contains 11865 members 
Mstep: Class 21 contains 146238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102077320.000000 Penalty: 46826.460938
Iteration 58Q: 22 clusters Score -1.020773e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 9714 members 
Mstep: Class 4 contains 14282 members 
Mstep: Class 5 contains 9748 members 
Mstep: Class 6 contains 46464 members 
Mstep: Class 7 contains 135804 members 
Mstep: Class 8 contains 38573 members 
Mstep: Class 9 contains 879 members 
Mstep: Class 10 contains 16654 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 96788 members 
Mstep: Class 13 contains 154703 members 
Mstep: Class 14 contains 8091 members 
Mstep: Class 15 contains 19282 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 153754 members 
Mstep: Class 18 contains 3359 members 
Mstep: Class 19 contains 32247 members 
Mstep: Class 20 contains 11668 members 
Mstep: Class 21 contains 145753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102077792.000000 Penalty: 46826.460938
Iteration 59Q: 22 clusters Score -1.020778e+08 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 9600 members 
Mstep: Class 4 contains 14238 members 
Mstep: Class 5 contains 9750 members 
Mstep: Class 6 contains 46457 members 
Mstep: Class 7 contains 135997 members 
Mstep: Class 8 contains 38581 members 
Mstep: Class 9 contains 878 members 
Mstep: Class 10 contains 16650 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 96716 members 
Mstep: Class 13 contains 154514 members 
Mstep: Class 14 contains 8204 members 
Mstep: Class 15 contains 19155 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 153725 members 
Mstep: Class 18 contains 3338 members 
Mstep: Class 19 contains 33220 members 
Mstep: Class 20 contains 11451 members 
Mstep: Class 21 contains 145246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102078512.000000 Penalty: 46826.460938
Iteration 60F: 22 clusters Score -1.020785e+08 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4100 members 
Mstep: Class 3 contains 9494 members 
Mstep: Class 4 contains 14189 members 
Mstep: Class 5 contains 9750 members 
Mstep: Class 6 contains 46463 members 
Mstep: Class 7 contains 136129 members 
Mstep: Class 8 contains 38595 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 16616 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 12 contains 96647 members 
Mstep: Class 13 contains 154075 members 
Mstep: Class 14 contains 8339 members 
Mstep: Class 15 contains 19048 members 
Mstep: Class 16 contains 3756 members 
Mstep: Class 17 contains 153674 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 34773 members 
Mstep: Class 20 contains 11227 members 
Mstep: Class 21 contains 144439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102079152.000000 Penalty: 46826.460938
Iteration 61Q: 22 clusters Score -1.020792e+08 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4112 members 
Mstep: Class 3 contains 9396 members 
Mstep: Class 4 contains 14142 members 
Mstep: Class 5 contains 9746 members 
Mstep: Class 6 contains 46455 members 
Mstep: Class 7 contains 136303 members 
Mstep: Class 8 contains 38607 members 
Mstep: Class 9 contains 884 members 
Mstep: Class 10 contains 16605 members 
Mstep: Class 11 contains 2845 members 
Mstep: Class 12 contains 96575 members 
Mstep: Class 13 contains 153692 members 
Mstep: Class 14 contains 8469 members 
Mstep: Class 15 contains 18948 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 153606 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 36473 members 
Mstep: Class 20 contains 10958 members 
Mstep: Class 21 contains 143446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102079912.000000 Penalty: 46826.460938
Iteration 62Q: 22 clusters Score -1.020799e+08 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 9270 members 
Mstep: Class 4 contains 14107 members 
Mstep: Class 5 contains 9751 members 
Mstep: Class 6 contains 46448 members 
Mstep: Class 7 contains 136412 members 
Mstep: Class 8 contains 38614 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 16610 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 96538 members 
Mstep: Class 13 contains 153382 members 
Mstep: Class 14 contains 8568 members 
Mstep: Class 15 contains 18847 members 
Mstep: Class 16 contains 3750 members 
Mstep: Class 17 contains 153614 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 38242 members 
Mstep: Class 20 contains 10685 members 
Mstep: Class 21 contains 142316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080056.000000 Penalty: 46826.460938
Iteration 63Q: 22 clusters Score -1.020801e+08 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 9144 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 9757 members 
Mstep: Class 6 contains 46453 members 
Mstep: Class 7 contains 136551 members 
Mstep: Class 8 contains 38611 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 16619 members 
Mstep: Class 11 contains 2859 members 
Mstep: Class 12 contains 96500 members 
Mstep: Class 13 contains 153062 members 
Mstep: Class 14 contains 8639 members 
Mstep: Class 15 contains 18762 members 
Mstep: Class 16 contains 3751 members 
Mstep: Class 17 contains 153613 members 
Mstep: Class 18 contains 3272 members 
Mstep: Class 19 contains 40206 members 
Mstep: Class 20 contains 10343 members 
Mstep: Class 21 contains 141074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080288.000000 Penalty: 46826.460938
Iteration 64Q: 22 clusters Score -1.020803e+08 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 9025 members 
Mstep: Class 4 contains 14026 members 
Mstep: Class 5 contains 9764 members 
Mstep: Class 6 contains 46479 members 
Mstep: Class 7 contains 136705 members 
Mstep: Class 8 contains 38622 members 
Mstep: Class 9 contains 893 members 
Mstep: Class 10 contains 16629 members 
Mstep: Class 11 contains 2875 members 
Mstep: Class 12 contains 96463 members 
Mstep: Class 13 contains 152710 members 
Mstep: Class 14 contains 8712 members 
Mstep: Class 15 contains 18678 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 153548 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 42289 members 
Mstep: Class 20 contains 9988 members 
Mstep: Class 21 contains 139752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080400.000000 Penalty: 46826.460938
Iteration 65Q: 22 clusters Score -1.020804e+08 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 13983 members 
Mstep: Class 5 contains 9760 members 
Mstep: Class 6 contains 46497 members 
Mstep: Class 7 contains 136839 members 
Mstep: Class 8 contains 38642 members 
Mstep: Class 9 contains 895 members 
Mstep: Class 10 contains 16636 members 
Mstep: Class 11 contains 2885 members 
Mstep: Class 12 contains 96452 members 
Mstep: Class 13 contains 152365 members 
Mstep: Class 14 contains 8773 members 
Mstep: Class 15 contains 18598 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 153490 members 
Mstep: Class 18 contains 3252 members 
Mstep: Class 19 contains 44473 members 
Mstep: Class 20 contains 9603 members 
Mstep: Class 21 contains 138386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080600.000000 Penalty: 46826.460938
Iteration 66Q: 22 clusters Score -1.020806e+08 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4133 members 
Mstep: Class 3 contains 8715 members 
Mstep: Class 4 contains 13948 members 
Mstep: Class 5 contains 9761 members 
Mstep: Class 6 contains 46510 members 
Mstep: Class 7 contains 136989 members 
Mstep: Class 8 contains 38672 members 
Mstep: Class 9 contains 896 members 
Mstep: Class 10 contains 16627 members 
Mstep: Class 11 contains 2890 members 
Mstep: Class 12 contains 96444 members 
Mstep: Class 13 contains 152029 members 
Mstep: Class 14 contains 8813 members 
Mstep: Class 15 contains 18529 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 153416 members 
Mstep: Class 18 contains 3244 members 
Mstep: Class 19 contains 46887 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 136831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102081192.000000 Penalty: 46826.460938
Iteration 67Q: 22 clusters Score -1.020812e+08 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4134 members 
Mstep: Class 3 contains 8569 members 
Mstep: Class 4 contains 13907 members 
Mstep: Class 5 contains 9765 members 
Mstep: Class 6 contains 46514 members 
Mstep: Class 7 contains 137098 members 
Mstep: Class 8 contains 38692 members 
Mstep: Class 9 contains 895 members 
Mstep: Class 10 contains 16604 members 
Mstep: Class 11 contains 2895 members 
Mstep: Class 12 contains 96466 members 
Mstep: Class 13 contains 151539 members 
Mstep: Class 14 contains 8844 members 
Mstep: Class 15 contains 18484 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 153375 members 
Mstep: Class 18 contains 3234 members 
Mstep: Class 19 contains 49443 members 
Mstep: Class 20 contains 8800 members 
Mstep: Class 21 contains 135274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102081648.000000 Penalty: 46826.460938
Iteration 68Q: 22 clusters Score -1.020816e+08 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 8417 members 
Mstep: Class 4 contains 13871 members 
Mstep: Class 5 contains 9767 members 
Mstep: Class 6 contains 46529 members 
Mstep: Class 7 contains 137196 members 
Mstep: Class 8 contains 38706 members 
Mstep: Class 9 contains 896 members 
Mstep: Class 10 contains 16587 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 96467 members 
Mstep: Class 13 contains 150790 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 18419 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 153366 members 
Mstep: Class 18 contains 3220 members 
Mstep: Class 19 contains 52346 members 
Mstep: Class 20 contains 8402 members 
Mstep: Class 21 contains 133646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102082304.000000 Penalty: 46826.460938
Iteration 69Q: 22 clusters Score -1.020823e+08 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4140 members 
Mstep: Class 3 contains 8255 members 
Mstep: Class 4 contains 13844 members 
Mstep: Class 5 contains 9771 members 
Mstep: Class 6 contains 46543 members 
Mstep: Class 7 contains 137314 members 
Mstep: Class 8 contains 38707 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 10 contains 16562 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 96456 members 
Mstep: Class 13 contains 149773 members 
Mstep: Class 14 contains 8885 members 
Mstep: Class 15 contains 18339 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 153337 members 
Mstep: Class 18 contains 3210 members 
Mstep: Class 19 contains 55505 members 
Mstep: Class 20 contains 8033 members 
Mstep: Class 21 contains 132043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102083512.000000 Penalty: 46826.460938
Iteration 70Q: 22 clusters Score -1.020835e+08 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4144 members 
Mstep: Class 3 contains 8095 members 
Mstep: Class 4 contains 13816 members 
Mstep: Class 5 contains 9778 members 
Mstep: Class 6 contains 46558 members 
Mstep: Class 7 contains 137372 members 
Mstep: Class 8 contains 38709 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 10 contains 16536 members 
Mstep: Class 11 contains 2920 members 
Mstep: Class 12 contains 96434 members 
Mstep: Class 13 contains 148632 members 
Mstep: Class 14 contains 8894 members 
Mstep: Class 15 contains 18268 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 153366 members 
Mstep: Class 18 contains 3209 members 
Mstep: Class 19 contains 58876 members 
Mstep: Class 20 contains 7682 members 
Mstep: Class 21 contains 130340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085000.000000 Penalty: 46826.460938
Iteration 71Q: 22 clusters Score -1.02085e+08 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4145 members 
Mstep: Class 3 contains 7935 members 
Mstep: Class 4 contains 13794 members 
Mstep: Class 5 contains 9783 members 
Mstep: Class 6 contains 46583 members 
Mstep: Class 7 contains 137426 members 
Mstep: Class 8 contains 38708 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 10 contains 16491 members 
Mstep: Class 11 contains 2921 members 
Mstep: Class 12 contains 96405 members 
Mstep: Class 13 contains 147311 members 
Mstep: Class 14 contains 8901 members 
Mstep: Class 15 contains 18190 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 153408 members 
Mstep: Class 18 contains 3204 members 
Mstep: Class 19 contains 62509 members 
Mstep: Class 20 contains 7350 members 
Mstep: Class 21 contains 128564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085992.000000 Penalty: 46826.460938
Iteration 72Q: 22 clusters Score -1.02086e+08 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4151 members 
Mstep: Class 3 contains 7814 members 
Mstep: Class 4 contains 13758 members 
Mstep: Class 5 contains 9784 members 
Mstep: Class 6 contains 46595 members 
Mstep: Class 7 contains 137460 members 
Mstep: Class 8 contains 38693 members 
Mstep: Class 9 contains 898 members 
Mstep: Class 10 contains 16438 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 96376 members 
Mstep: Class 13 contains 145750 members 
Mstep: Class 14 contains 8903 members 
Mstep: Class 15 contains 18139 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 153455 members 
Mstep: Class 18 contains 3205 members 
Mstep: Class 19 contains 66241 members 
Mstep: Class 20 contains 7058 members 
Mstep: Class 21 contains 126882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087696.000000 Penalty: 46826.460938
Iteration 73Q: 22 clusters Score -1.020877e+08 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4154 members 
Mstep: Class 3 contains 7704 members 
Mstep: Class 4 contains 13718 members 
Mstep: Class 5 contains 9782 members 
Mstep: Class 6 contains 46617 members 
Mstep: Class 7 contains 137494 members 
Mstep: Class 8 contains 38690 members 
Mstep: Class 9 contains 898 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 96361 members 
Mstep: Class 13 contains 144140 members 
Mstep: Class 14 contains 8902 members 
Mstep: Class 15 contains 18090 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 153511 members 
Mstep: Class 18 contains 3203 members 
Mstep: Class 19 contains 69826 members 
Mstep: Class 20 contains 6786 members 
Mstep: Class 21 contains 125335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088808.000000 Penalty: 46826.460938
Iteration 74Q: 22 clusters Score -1.020888e+08 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 7620 members 
Mstep: Class 4 contains 13675 members 
Mstep: Class 5 contains 9777 members 
Mstep: Class 6 contains 46630 members 
Mstep: Class 7 contains 137508 members 
Mstep: Class 8 contains 38680 members 
Mstep: Class 9 contains 898 members 
Mstep: Class 10 contains 16331 members 
Mstep: Class 11 contains 2944 members 
Mstep: Class 12 contains 96312 members 
Mstep: Class 13 contains 142306 members 
Mstep: Class 14 contains 8905 members 
Mstep: Class 15 contains 18026 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 153626 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 73364 members 
Mstep: Class 20 contains 6510 members 
Mstep: Class 21 contains 124049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089776.000000 Penalty: 46826.460938
Iteration 75Q: 22 clusters Score -1.020898e+08 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 7578 members 
Mstep: Class 4 contains 13640 members 
Mstep: Class 5 contains 9777 members 
Mstep: Class 6 contains 46637 members 
Mstep: Class 7 contains 137531 members 
Mstep: Class 8 contains 38681 members 
Mstep: Class 9 contains 898 members 
Mstep: Class 10 contains 16266 members 
Mstep: Class 11 contains 2957 members 
Mstep: Class 12 contains 96289 members 
Mstep: Class 13 contains 140400 members 
Mstep: Class 14 contains 8907 members 
Mstep: Class 15 contains 17977 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 153697 members 
Mstep: Class 18 contains 3198 members 
Mstep: Class 19 contains 76791 members 
Mstep: Class 20 contains 6272 members 
Mstep: Class 21 contains 122858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090184.000000 Penalty: 46826.460938
Iteration 76Q: 22 clusters Score -1.020902e+08 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4158 members 
Mstep: Class 3 contains 7571 members 
Mstep: Class 4 contains 13609 members 
Mstep: Class 5 contains 9778 members 
Mstep: Class 6 contains 46649 members 
Mstep: Class 7 contains 137617 members 
Mstep: Class 8 contains 38693 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 10 contains 16233 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 96273 members 
Mstep: Class 13 contains 138190 members 
Mstep: Class 14 contains 8897 members 
Mstep: Class 15 contains 17929 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 153692 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 19 contains 80356 members 
Mstep: Class 20 contains 6074 members 
Mstep: Class 21 contains 121724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090736.000000 Penalty: 46826.460938
Iteration 77Q: 22 clusters Score -1.020907e+08 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 7599 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 5 contains 9780 members 
Mstep: Class 6 contains 46660 members 
Mstep: Class 7 contains 137679 members 
Mstep: Class 8 contains 38698 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 10 contains 16222 members 
Mstep: Class 11 contains 3000 members 
Mstep: Class 12 contains 96283 members 
Mstep: Class 13 contains 136127 members 
Mstep: Class 14 contains 8884 members 
Mstep: Class 15 contains 17900 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 153697 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 19 contains 83836 members 
Mstep: Class 20 contains 5927 members 
Mstep: Class 21 contains 120388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091896.000000 Penalty: 46826.460938
Iteration 78Q: 22 clusters Score -1.020919e+08 nChanged 4831
Entering ConstructFrom: 
Score: -102091896.000000 Penalty: 46826.460938
Entering ConstructFrom: 
Trying to split cluster 1 (2473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Entering Unmasked Estep 
Score: -260365.390625 Penalty: 1269.642944
	Iteration 0F: 2 clusters Score -260365.4 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 1271 members 
Entering Unmasked Estep 
Score: -258062.078125 Penalty: 2539.285889
	Iteration 0F: 3 clusters Score -258062.1 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -258793.031250 Penalty: 2539.285889
	Iteration 1F: 3 clusters Score -258793 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -259106.937500 Penalty: 2539.285889
	Iteration 2F: 3 clusters Score -259106.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -259305.406250 Penalty: 2539.285889
	Iteration 3F: 3 clusters Score -259305.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -259393.781250 Penalty: 2539.285889
	Iteration 4F: 3 clusters Score -259393.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -259433.687500 Penalty: 2539.285889
	Iteration 5Q: 3 clusters Score -259433.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -259468.921875 Penalty: 2539.285889
	Iteration 6Q: 3 clusters Score -259468.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -259496.562500 Penalty: 2539.285889
	Iteration 7Q: 3 clusters Score -259496.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -259523.234375 Penalty: 2539.285889
	Iteration 8Q: 3 clusters Score -259523.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -259552.906250 Penalty: 2539.285889
	Iteration 9Q: 3 clusters Score -259552.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -259585.734375 Penalty: 2539.285889
	Iteration 10Q: 3 clusters Score -259585.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -259616.062500 Penalty: 2539.285889
	Iteration 11Q: 3 clusters Score -259616.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -259644.781250 Penalty: 2539.285889
	Iteration 12Q: 3 clusters Score -259644.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -259672.546875 Penalty: 2539.285889
	Iteration 13Q: 3 clusters Score -259672.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -259705.406250 Penalty: 2539.285889
	Iteration 14Q: 3 clusters Score -259705.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -259761.328125 Penalty: 2539.285889
	Iteration 15Q: 3 clusters Score -259761.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -259804.578125 Penalty: 2539.285889
	Iteration 16Q: 3 clusters Score -259804.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -259835.531250 Penalty: 2539.285889
	Iteration 17Q: 3 clusters Score -259835.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -259852.109375 Penalty: 2539.285889
	Iteration 18Q: 3 clusters Score -259852.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -259865.890625 Penalty: 2539.285889
	Iteration 19Q: 3 clusters Score -259865.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -259878.437500 Penalty: 2539.285889
	Iteration 20F: 3 clusters Score -259878.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -259885.937500 Penalty: 2539.285889
	Iteration 21Q: 3 clusters Score -259885.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -259891.687500 Penalty: 2539.285889
	Iteration 22Q: 3 clusters Score -259891.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -259898.781250 Penalty: 2539.285889
	Iteration 23Q: 3 clusters Score -259898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -259919.843750 Penalty: 2539.285889
	Iteration 24Q: 3 clusters Score -259919.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -259923.984375 Penalty: 2539.285889
	Iteration 25Q: 3 clusters Score -259924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -259927.375000 Penalty: 2539.285889
	Iteration 26Q: 3 clusters Score -259927.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -259928.281250 Penalty: 2539.285889
	Iteration 27Q: 3 clusters Score -259928.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -259929.609375 Penalty: 2539.285889
	Iteration 28Q: 3 clusters Score -259929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -259931.078125 Penalty: 2539.285889
	Iteration 29Q: 3 clusters Score -259931.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -259932.312500 Penalty: 2539.285889
	Iteration 30Q: 3 clusters Score -259932.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -259932.312500 Penalty: 2539.285889
	Iteration 31F: 3 clusters Score -259932.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -450509.781250 Penalty: 1354.156372
	Iteration 0F: 2 clusters Score -450509.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -447022.937500 Penalty: 2708.312744
	Iteration 0F: 3 clusters Score -447022.9 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -448018.406250 Penalty: 2708.312744
	Iteration 1F: 3 clusters Score -448018.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -448334.468750 Penalty: 2708.312744
	Iteration 2F: 3 clusters Score -448334.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -448736.718750 Penalty: 2708.312744
	Iteration 3F: 3 clusters Score -448736.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -449265.125000 Penalty: 2708.312744
	Iteration 4F: 3 clusters Score -449265.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -449771.000000 Penalty: 2708.312744
	Iteration 5F: 3 clusters Score -449771 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -450143.312500 Penalty: 2708.312744
	Iteration 6F: 3 clusters Score -450143.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -450351.750000 Penalty: 2708.312744
	Iteration 7Q: 3 clusters Score -450351.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -450441.437500 Penalty: 2708.312744
	Iteration 8Q: 3 clusters Score -450441.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -450480.062500 Penalty: 2708.312744
	Iteration 9Q: 3 clusters Score -450480.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -450499.562500 Penalty: 2708.312744
	Iteration 10Q: 3 clusters Score -450499.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -450520.812500 Penalty: 2708.312744
	Iteration 11Q: 3 clusters Score -450520.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -450534.531250 Penalty: 2708.312744
	Iteration 12Q: 3 clusters Score -450534.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -450547.593750 Penalty: 2708.312744
	Iteration 13Q: 3 clusters Score -450547.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -450554.250000 Penalty: 2708.312744
	Iteration 14Q: 3 clusters Score -450554.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -450555.906250 Penalty: 2708.312744
	Iteration 15Q: 3 clusters Score -450555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -450556.718750 Penalty: 2708.312744
	Iteration 16Q: 3 clusters Score -450556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -450557.000000 Penalty: 2708.312744
	Iteration 17Q: 3 clusters Score -450557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -450557.500000 Penalty: 2708.312744
	Iteration 18Q: 3 clusters Score -450557.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -450557.500000 Penalty: 2708.312744
	Iteration 19F: 3 clusters Score -450557.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1731 members 
Mstep: Class 3 contains 7650 members 
Mstep: Class 4 contains 13529 members 
Mstep: Class 5 contains 9781 members 
Mstep: Class 6 contains 46668 members 
Mstep: Class 7 contains 137745 members 
Mstep: Class 8 contains 38688 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 10 contains 16202 members 
Mstep: Class 11 contains 3029 members 
Mstep: Class 12 contains 96267 members 
Mstep: Class 13 contains 134693 members 
Mstep: Class 14 contains 8871 members 
Mstep: Class 15 contains 17875 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 153718 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 86943 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 118793 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
Score: -102090720.000000 Penalty: 49056.292969
Splitting cluster 2 changes total score from -102091896.000000 to -102090720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (7650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Entering Unmasked Estep 
Score: -880376.437500 Penalty: 1453.149902
	Iteration 0F: 2 clusters Score -880376.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -874738.250000 Penalty: 2906.299805
	Iteration 0F: 3 clusters Score -874738.2 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -876429.125000 Penalty: 2906.299805
	Iteration 1F: 3 clusters Score -876429.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -876623.062500 Penalty: 2906.299805
	Iteration 2F: 3 clusters Score -876623.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -876756.687500 Penalty: 2906.299805
	Iteration 3Q: 3 clusters Score -876756.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -876879.312500 Penalty: 2906.299805
	Iteration 4Q: 3 clusters Score -876879.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -877016.375000 Penalty: 2906.299805
	Iteration 5Q: 3 clusters Score -877016.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -877181.312500 Penalty: 2906.299805
	Iteration 6Q: 3 clusters Score -877181.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -877418.187500 Penalty: 2906.299805
	Iteration 7Q: 3 clusters Score -877418.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -877712.437500 Penalty: 2906.299805
	Iteration 8Q: 3 clusters Score -877712.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -878044.187500 Penalty: 2906.299805
	Iteration 9F: 3 clusters Score -878044.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -878339.000000 Penalty: 2906.299805
	Iteration 10F: 3 clusters Score -878339 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -878634.000000 Penalty: 2906.299805
	Iteration 11F: 3 clusters Score -878634 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -878899.000000 Penalty: 2906.299805
	Iteration 12Q: 3 clusters Score -878899 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -879088.062500 Penalty: 2906.299805
	Iteration 13Q: 3 clusters Score -879088.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -879206.687500 Penalty: 2906.299805
	Iteration 14Q: 3 clusters Score -879206.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -879274.375000 Penalty: 2906.299805
	Iteration 15Q: 3 clusters Score -879274.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -879324.375000 Penalty: 2906.299805
	Iteration 16Q: 3 clusters Score -879324.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -879360.812500 Penalty: 2906.299805
	Iteration 17Q: 3 clusters Score -879360.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -879398.375000 Penalty: 2906.299805
	Iteration 18Q: 3 clusters Score -879398.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -879432.875000 Penalty: 2906.299805
	Iteration 19Q: 3 clusters Score -879432.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -879457.125000 Penalty: 2906.299805
	Iteration 20F: 3 clusters Score -879457.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -879478.125000 Penalty: 2906.299805
	Iteration 21Q: 3 clusters Score -879478.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -879491.375000 Penalty: 2906.299805
	Iteration 22Q: 3 clusters Score -879491.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -879506.562500 Penalty: 2906.299805
	Iteration 23Q: 3 clusters Score -879506.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -879520.187500 Penalty: 2906.299805
	Iteration 24Q: 3 clusters Score -879520.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -879530.375000 Penalty: 2906.299805
	Iteration 25Q: 3 clusters Score -879530.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -879539.125000 Penalty: 2906.299805
	Iteration 26Q: 3 clusters Score -879539.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -879549.437500 Penalty: 2906.299805
	Iteration 27Q: 3 clusters Score -879549.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -879553.750000 Penalty: 2906.299805
	Iteration 28Q: 3 clusters Score -879553.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -879561.500000 Penalty: 2906.299805
	Iteration 29Q: 3 clusters Score -879561.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -879565.375000 Penalty: 2906.299805
	Iteration 30Q: 3 clusters Score -879565.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -879569.812500 Penalty: 2906.299805
	Iteration 31Q: 3 clusters Score -879569.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -879572.187500 Penalty: 2906.299805
	Iteration 32Q: 3 clusters Score -879572.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -879576.625000 Penalty: 2906.299805
	Iteration 33Q: 3 clusters Score -879576.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -879577.000000 Penalty: 2906.299805
	Iteration 34Q: 3 clusters Score -879577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -879579.687500 Penalty: 2906.299805
	Iteration 35Q: 3 clusters Score -879579.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -879581.437500 Penalty: 2906.299805
	Iteration 36Q: 3 clusters Score -879581.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -879581.125000 Penalty: 2906.299805
	Iteration 37Q: 3 clusters Score -879581.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -879582.437500 Penalty: 2906.299805
	Iteration 38Q: 3 clusters Score -879582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -879582.937500 Penalty: 2906.299805
	Iteration 39Q: 3 clusters Score -879582.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -879584.187500 Penalty: 2906.299805
	Iteration 40F: 3 clusters Score -879584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -879585.562500 Penalty: 2906.299805
	Iteration 41Q: 3 clusters Score -879585.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -879584.937500 Penalty: 2906.299805
	Iteration 42Q: 3 clusters Score -879584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -879585.000000 Penalty: 2906.299805
	Iteration 43Q: 3 clusters Score -879585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -879586.937500 Penalty: 2906.299805
	Iteration 44Q: 3 clusters Score -879586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -879590.687500 Penalty: 2906.299805
	Iteration 45Q: 3 clusters Score -879590.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -879590.875000 Penalty: 2906.299805
	Iteration 46Q: 3 clusters Score -879590.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -879592.312500 Penalty: 2906.299805
	Iteration 47Q: 3 clusters Score -879592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -879591.562500 Penalty: 2906.299805
	Iteration 48Q: 3 clusters Score -879591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -879591.500000 Penalty: 2906.299805
	Iteration 49Q: 3 clusters Score -879591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -879591.625000 Penalty: 2906.299805
	Iteration 50Q: 3 clusters Score -879591.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -879591.687500 Penalty: 2906.299805
	Iteration 51Q: 3 clusters Score -879591.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -879591.687500 Penalty: 2906.299805
	Iteration 52F: 3 clusters Score -879591.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Entering Unmasked Estep 
Score: -1562758.750000 Penalty: 1545.795898
	Iteration 0F: 2 clusters Score -1562759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1553368.500000 Penalty: 3091.591797
	Iteration 0F: 3 clusters Score -1553368 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1556651.000000 Penalty: 3091.591797
	Iteration 1F: 3 clusters Score -1556651 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1557046.750000 Penalty: 3091.591797
	Iteration 2F: 3 clusters Score -1557047 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1557513.625000 Penalty: 3091.591797
	Iteration 3F: 3 clusters Score -1557514 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1558048.125000 Penalty: 3091.591797
	Iteration 4F: 3 clusters Score -1558048 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1558691.625000 Penalty: 3091.591797
	Iteration 5F: 3 clusters Score -1558692 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1559402.625000 Penalty: 3091.591797
	Iteration 6F: 3 clusters Score -1559403 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1560043.750000 Penalty: 3091.591797
	Iteration 7F: 3 clusters Score -1560044 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1560559.875000 Penalty: 3091.591797
	Iteration 8Q: 3 clusters Score -1560560 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1560895.250000 Penalty: 3091.591797
	Iteration 9Q: 3 clusters Score -1560895 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1561099.375000 Penalty: 3091.591797
	Iteration 10Q: 3 clusters Score -1561099 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1561211.875000 Penalty: 3091.591797
	Iteration 11Q: 3 clusters Score -1561212 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1561270.500000 Penalty: 3091.591797
	Iteration 12Q: 3 clusters Score -1561270 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1561314.875000 Penalty: 3091.591797
	Iteration 13Q: 3 clusters Score -1561315 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1561348.000000 Penalty: 3091.591797
	Iteration 14Q: 3 clusters Score -1561348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1561371.500000 Penalty: 3091.591797
	Iteration 15Q: 3 clusters Score -1561372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1561397.625000 Penalty: 3091.591797
	Iteration 16Q: 3 clusters Score -1561398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1561417.250000 Penalty: 3091.591797
	Iteration 17Q: 3 clusters Score -1561417 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1561452.125000 Penalty: 3091.591797
	Iteration 18Q: 3 clusters Score -1561452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1561478.750000 Penalty: 3091.591797
	Iteration 19Q: 3 clusters Score -1561479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1561491.250000 Penalty: 3091.591797
	Iteration 20F: 3 clusters Score -1561491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1561511.250000 Penalty: 3091.591797
	Iteration 21Q: 3 clusters Score -1561511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1561529.625000 Penalty: 3091.591797
	Iteration 22Q: 3 clusters Score -1561530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1561546.625000 Penalty: 3091.591797
	Iteration 23Q: 3 clusters Score -1561547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1561561.375000 Penalty: 3091.591797
	Iteration 24Q: 3 clusters Score -1561561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1561573.375000 Penalty: 3091.591797
	Iteration 25Q: 3 clusters Score -1561573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1561593.375000 Penalty: 3091.591797
	Iteration 26Q: 3 clusters Score -1561593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1561604.250000 Penalty: 3091.591797
	Iteration 27Q: 3 clusters Score -1561604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1561613.000000 Penalty: 3091.591797
	Iteration 28Q: 3 clusters Score -1561613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1561623.875000 Penalty: 3091.591797
	Iteration 29Q: 3 clusters Score -1561624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1561633.250000 Penalty: 3091.591797
	Iteration 30Q: 3 clusters Score -1561633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1561638.125000 Penalty: 3091.591797
	Iteration 31Q: 3 clusters Score -1561638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1561642.125000 Penalty: 3091.591797
	Iteration 32Q: 3 clusters Score -1561642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1561651.625000 Penalty: 3091.591797
	Iteration 33Q: 3 clusters Score -1561652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1561657.125000 Penalty: 3091.591797
	Iteration 34Q: 3 clusters Score -1561657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1561665.750000 Penalty: 3091.591797
	Iteration 35Q: 3 clusters Score -1561666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1561671.375000 Penalty: 3091.591797
	Iteration 36Q: 3 clusters Score -1561671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1561672.500000 Penalty: 3091.591797
	Iteration 37Q: 3 clusters Score -1561672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1561675.375000 Penalty: 3091.591797
	Iteration 38Q: 3 clusters Score -1561675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1561676.750000 Penalty: 3091.591797
	Iteration 39Q: 3 clusters Score -1561677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1561679.375000 Penalty: 3091.591797
	Iteration 40F: 3 clusters Score -1561679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1561680.125000 Penalty: 3091.591797
	Iteration 41Q: 3 clusters Score -1561680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1561680.375000 Penalty: 3091.591797
	Iteration 42Q: 3 clusters Score -1561680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1561679.000000 Penalty: 3091.591797
	Iteration 43Q: 3 clusters Score -1561679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1561684.500000 Penalty: 3091.591797
	Iteration 44Q: 3 clusters Score -1561684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1561685.625000 Penalty: 3091.591797
	Iteration 45Q: 3 clusters Score -1561686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1561686.250000 Penalty: 3091.591797
	Iteration 46Q: 3 clusters Score -1561686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1561686.750000 Penalty: 3091.591797
	Iteration 47Q: 3 clusters Score -1561687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1561689.625000 Penalty: 3091.591797
	Iteration 48Q: 3 clusters Score -1561690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1561690.375000 Penalty: 3091.591797
	Iteration 49Q: 3 clusters Score -1561690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1561689.500000 Penalty: 3091.591797
	Iteration 50Q: 3 clusters Score -1561690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1561696.125000 Penalty: 3091.591797
	Iteration 51Q: 3 clusters Score -1561696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1561703.750000 Penalty: 3091.591797
	Iteration 52Q: 3 clusters Score -1561704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1561707.500000 Penalty: 3091.591797
	Iteration 53Q: 3 clusters Score -1561708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1561708.875000 Penalty: 3091.591797
	Iteration 54Q: 3 clusters Score -1561709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1561708.500000 Penalty: 3091.591797
	Iteration 55Q: 3 clusters Score -1561708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1561707.875000 Penalty: 3091.591797
	Iteration 56Q: 3 clusters Score -1561708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1561709.500000 Penalty: 3091.591797
	Iteration 57Q: 3 clusters Score -1561710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1561709.500000 Penalty: 3091.591797
	Iteration 58F: 3 clusters Score -1561710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1115753.250000 Penalty: 1493.082031
	Iteration 0F: 2 clusters Score -1115753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1108703.875000 Penalty: 2986.164062
	Iteration 0F: 3 clusters Score -1108704 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1110969.500000 Penalty: 2986.164062
	Iteration 1F: 3 clusters Score -1110970 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1111245.000000 Penalty: 2986.164062
	Iteration 2F: 3 clusters Score -1111245 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1111465.625000 Penalty: 2986.164062
	Iteration 3F: 3 clusters Score -1111466 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1111678.250000 Penalty: 2986.164062
	Iteration 4Q: 3 clusters Score -1111678 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1111905.750000 Penalty: 2986.164062
	Iteration 5Q: 3 clusters Score -1111906 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1112162.500000 Penalty: 2986.164062
	Iteration 6Q: 3 clusters Score -1112162 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1112462.875000 Penalty: 2986.164062
	Iteration 7Q: 3 clusters Score -1112463 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1112816.000000 Penalty: 2986.164062
	Iteration 8F: 3 clusters Score -1112816 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1113188.750000 Penalty: 2986.164062
	Iteration 9F: 3 clusters Score -1113189 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1113539.875000 Penalty: 2986.164062
	Iteration 10Q: 3 clusters Score -1113540 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1113813.500000 Penalty: 2986.164062
	Iteration 11Q: 3 clusters Score -1113814 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1114012.625000 Penalty: 2986.164062
	Iteration 12Q: 3 clusters Score -1114013 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1114148.375000 Penalty: 2986.164062
	Iteration 13Q: 3 clusters Score -1114148 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1114257.875000 Penalty: 2986.164062
	Iteration 14Q: 3 clusters Score -1114258 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1114311.500000 Penalty: 2986.164062
	Iteration 15Q: 3 clusters Score -1114312 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1114343.375000 Penalty: 2986.164062
	Iteration 16Q: 3 clusters Score -1114343 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1114366.125000 Penalty: 2986.164062
	Iteration 17Q: 3 clusters Score -1114366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1114384.625000 Penalty: 2986.164062
	Iteration 18Q: 3 clusters Score -1114385 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1114397.250000 Penalty: 2986.164062
	Iteration 19Q: 3 clusters Score -1114397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1114404.250000 Penalty: 2986.164062
	Iteration 20F: 3 clusters Score -1114404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1114415.000000 Penalty: 2986.164062
	Iteration 21Q: 3 clusters Score -1114415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1114422.500000 Penalty: 2986.164062
	Iteration 22Q: 3 clusters Score -1114422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1114428.000000 Penalty: 2986.164062
	Iteration 23Q: 3 clusters Score -1114428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1114434.125000 Penalty: 2986.164062
	Iteration 24Q: 3 clusters Score -1114434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1114437.250000 Penalty: 2986.164062
	Iteration 25Q: 3 clusters Score -1114437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1114442.000000 Penalty: 2986.164062
	Iteration 26Q: 3 clusters Score -1114442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1114439.250000 Penalty: 2986.164062
	Iteration 27Q: 3 clusters Score -1114439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1114443.500000 Penalty: 2986.164062
	Iteration 28Q: 3 clusters Score -1114444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1114447.125000 Penalty: 2986.164062
	Iteration 29Q: 3 clusters Score -1114447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1114449.000000 Penalty: 2986.164062
	Iteration 30Q: 3 clusters Score -1114449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1114453.125000 Penalty: 2986.164062
	Iteration 31Q: 3 clusters Score -1114453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1114453.250000 Penalty: 2986.164062
	Iteration 32Q: 3 clusters Score -1114453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1114455.000000 Penalty: 2986.164062
	Iteration 33Q: 3 clusters Score -1114455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1114459.375000 Penalty: 2986.164062
	Iteration 34Q: 3 clusters Score -1114459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1114464.000000 Penalty: 2986.164062
	Iteration 35Q: 3 clusters Score -1114464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1114465.375000 Penalty: 2986.164062
	Iteration 36Q: 3 clusters Score -1114465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1114465.250000 Penalty: 2986.164062
	Iteration 37Q: 3 clusters Score -1114465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1114467.250000 Penalty: 2986.164062
	Iteration 38Q: 3 clusters Score -1114467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1114466.500000 Penalty: 2986.164062
	Iteration 39Q: 3 clusters Score -1114466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1114466.500000 Penalty: 2986.164062
	Iteration 40F: 3 clusters Score -1114466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1114465.500000 Penalty: 2986.164062
	Iteration 41Q: 3 clusters Score -1114466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1114471.375000 Penalty: 2986.164062
	Iteration 42Q: 3 clusters Score -1114471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1114476.750000 Penalty: 2986.164062
	Iteration 43Q: 3 clusters Score -1114477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1114478.375000 Penalty: 2986.164062
	Iteration 44Q: 3 clusters Score -1114478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1114483.625000 Penalty: 2986.164062
	Iteration 45Q: 3 clusters Score -1114484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1114484.500000 Penalty: 2986.164062
	Iteration 46Q: 3 clusters Score -1114484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1114485.875000 Penalty: 2986.164062
	Iteration 47Q: 3 clusters Score -1114486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1114486.875000 Penalty: 2986.164062
	Iteration 48Q: 3 clusters Score -1114487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1114485.875000 Penalty: 2986.164062
	Iteration 49Q: 3 clusters Score -1114486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1114488.250000 Penalty: 2986.164062
	Iteration 50Q: 3 clusters Score -1114488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1114488.250000 Penalty: 2986.164062
	Iteration 51Q: 3 clusters Score -1114488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1114486.625000 Penalty: 2986.164062
	Iteration 52Q: 3 clusters Score -1114487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1114488.000000 Penalty: 2986.164062
	Iteration 53Q: 3 clusters Score -1114488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1114488.250000 Penalty: 2986.164062
	Iteration 54Q: 3 clusters Score -1114488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1114489.750000 Penalty: 2986.164062
	Iteration 55Q: 3 clusters Score -1114490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1114489.250000 Penalty: 2986.164062
	Iteration 56Q: 3 clusters Score -1114489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1114490.500000 Penalty: 2986.164062
	Iteration 57Q: 3 clusters Score -1114490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1114489.625000 Penalty: 2986.164062
	Iteration 58Q: 3 clusters Score -1114490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1114490.750000 Penalty: 2986.164062
	Iteration 59Q: 3 clusters Score -1114491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1114490.250000 Penalty: 2986.164062
	Iteration 60F: 3 clusters Score -1114490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1114489.750000 Penalty: 2986.164062
	Iteration 61Q: 3 clusters Score -1114490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1114490.375000 Penalty: 2986.164062
	Iteration 62Q: 3 clusters Score -1114490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1114490.375000 Penalty: 2986.164062
	Iteration 63F: 3 clusters Score -1114490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Entering Unmasked Estep 
Score: -5352750.500000 Penalty: 1747.007324
	Iteration 0F: 2 clusters Score -5352750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -5321508.000000 Penalty: 3494.014648
	Iteration 0F: 3 clusters Score -5321508 nChanged 21754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -5334026.500000 Penalty: 3494.014648
	Iteration 1F: 3 clusters Score -5334026 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -5334855.500000 Penalty: 3494.014648
	Iteration 2Q: 3 clusters Score -5334856 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -5335946.500000 Penalty: 3494.014648
	Iteration 3Q: 3 clusters Score -5335946 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -5337286.000000 Penalty: 3494.014648
	Iteration 4F: 3 clusters Score -5337286 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -5338960.000000 Penalty: 3494.014648
	Iteration 5F: 3 clusters Score -5338960 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -5340834.500000 Penalty: 3494.014648
	Iteration 6F: 3 clusters Score -5340834 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -5342652.500000 Penalty: 3494.014648
	Iteration 7F: 3 clusters Score -5342652 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -5344165.000000 Penalty: 3494.014648
	Iteration 8Q: 3 clusters Score -5344165 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -5345477.000000 Penalty: 3494.014648
	Iteration 9Q: 3 clusters Score -5345477 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -5346447.000000 Penalty: 3494.014648
	Iteration 10Q: 3 clusters Score -5346447 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -5347279.500000 Penalty: 3494.014648
	Iteration 11Q: 3 clusters Score -5347280 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -5347955.000000 Penalty: 3494.014648
	Iteration 12Q: 3 clusters Score -5347955 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -5348623.500000 Penalty: 3494.014648
	Iteration 13Q: 3 clusters Score -5348624 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -5349222.500000 Penalty: 3494.014648
	Iteration 14Q: 3 clusters Score -5349222 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -5349753.500000 Penalty: 3494.014648
	Iteration 15Q: 3 clusters Score -5349754 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -5350182.500000 Penalty: 3494.014648
	Iteration 16Q: 3 clusters Score -5350182 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -5350479.500000 Penalty: 3494.014648
	Iteration 17Q: 3 clusters Score -5350480 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -5350720.500000 Penalty: 3494.014648
	Iteration 18Q: 3 clusters Score -5350720 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -5350883.000000 Penalty: 3494.014648
	Iteration 19Q: 3 clusters Score -5350883 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -5350979.000000 Penalty: 3494.014648
	Iteration 20F: 3 clusters Score -5350979 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -5351039.000000 Penalty: 3494.014648
	Iteration 21Q: 3 clusters Score -5351039 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -5351082.500000 Penalty: 3494.014648
	Iteration 22Q: 3 clusters Score -5351082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -5351113.500000 Penalty: 3494.014648
	Iteration 23Q: 3 clusters Score -5351114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -5351126.000000 Penalty: 3494.014648
	Iteration 24Q: 3 clusters Score -5351126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -5351149.500000 Penalty: 3494.014648
	Iteration 25Q: 3 clusters Score -5351150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -5351164.000000 Penalty: 3494.014648
	Iteration 26Q: 3 clusters Score -5351164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -5351185.500000 Penalty: 3494.014648
	Iteration 27Q: 3 clusters Score -5351186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -5351195.000000 Penalty: 3494.014648
	Iteration 28Q: 3 clusters Score -5351195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -5351208.000000 Penalty: 3494.014648
	Iteration 29Q: 3 clusters Score -5351208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -5351225.500000 Penalty: 3494.014648
	Iteration 30Q: 3 clusters Score -5351226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -5351241.000000 Penalty: 3494.014648
	Iteration 31Q: 3 clusters Score -5351241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -5351255.500000 Penalty: 3494.014648
	Iteration 32Q: 3 clusters Score -5351256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -5351270.500000 Penalty: 3494.014648
	Iteration 33Q: 3 clusters Score -5351270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -5351270.000000 Penalty: 3494.014648
	Iteration 34Q: 3 clusters Score -5351270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -5351272.500000 Penalty: 3494.014648
	Iteration 35Q: 3 clusters Score -5351272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -5351274.000000 Penalty: 3494.014648
	Iteration 36Q: 3 clusters Score -5351274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -5351277.000000 Penalty: 3494.014648
	Iteration 37Q: 3 clusters Score -5351277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -5351282.000000 Penalty: 3494.014648
	Iteration 38Q: 3 clusters Score -5351282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -5351280.000000 Penalty: 3494.014648
	Iteration 39Q: 3 clusters Score -5351280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -5351280.500000 Penalty: 3494.014648
	Iteration 40F: 3 clusters Score -5351280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -5351280.500000 Penalty: 3494.014648
	Iteration 41Q: 3 clusters Score -5351280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -5351286.000000 Penalty: 3494.014648
	Iteration 42Q: 3 clusters Score -5351286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -5351285.500000 Penalty: 3494.014648
	Iteration 43Q: 3 clusters Score -5351286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -5351284.000000 Penalty: 3494.014648
	Iteration 44Q: 3 clusters Score -5351284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -5351292.500000 Penalty: 3494.014648
	Iteration 45Q: 3 clusters Score -5351292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -5351296.000000 Penalty: 3494.014648
	Iteration 46Q: 3 clusters Score -5351296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -5351296.000000 Penalty: 3494.014648
	Iteration 47Q: 3 clusters Score -5351296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -5351297.000000 Penalty: 3494.014648
	Iteration 48Q: 3 clusters Score -5351297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -5351300.500000 Penalty: 3494.014648
	Iteration 49Q: 3 clusters Score -5351300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -5351301.500000 Penalty: 3494.014648
	Iteration 50Q: 3 clusters Score -5351302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -5351301.000000 Penalty: 3494.014648
	Iteration 51Q: 3 clusters Score -5351301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -5351301.000000 Penalty: 3494.014648
	Iteration 52F: 3 clusters Score -5351301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (137745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137745 members 
Entering Unmasked Estep 
Score: -15562904.000000 Penalty: 1922.888428
	Iteration 0F: 2 clusters Score -1.55629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -15471065.000000 Penalty: 3845.776855
	Iteration 0F: 3 clusters Score -1.547106e+07 nChanged 66326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -15509861.000000 Penalty: 3845.776855
	Iteration 1F: 3 clusters Score -1.550986e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -15510821.000000 Penalty: 3845.776855
	Iteration 2Q: 3 clusters Score -1.551082e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 68999 members 
Entering Unmasked Estep 
Score: -15511966.000000 Penalty: 3845.776855
	Iteration 3Q: 3 clusters Score -1.551197e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -15513518.000000 Penalty: 3845.776855
	Iteration 4Q: 3 clusters Score -1.551352e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 69180 members 
Entering Unmasked Estep 
Score: -15515491.000000 Penalty: 3845.776855
	Iteration 5Q: 3 clusters Score -1.551549e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -15518673.000000 Penalty: 3845.776855
	Iteration 6Q: 3 clusters Score -1.551867e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 69272 members 
Entering Unmasked Estep 
Score: -15523097.000000 Penalty: 3845.776855
	Iteration 7F: 3 clusters Score -1.55231e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68587 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -15529141.000000 Penalty: 3845.776855
	Iteration 8F: 3 clusters Score -1.552914e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -15535014.000000 Penalty: 3845.776855
	Iteration 9F: 3 clusters Score -1.553501e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 68535 members 
Entering Unmasked Estep 
Score: -15538539.000000 Penalty: 3845.776855
	Iteration 10F: 3 clusters Score -1.553854e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69526 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -15539851.000000 Penalty: 3845.776855
	Iteration 11Q: 3 clusters Score -1.553985e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -15540436.000000 Penalty: 3845.776855
	Iteration 12Q: 3 clusters Score -1.554044e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -15540725.000000 Penalty: 3845.776855
	Iteration 13Q: 3 clusters Score -1.554072e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -15541072.000000 Penalty: 3845.776855
	Iteration 14Q: 3 clusters Score -1.554107e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
Score: -15541292.000000 Penalty: 3845.776855
	Iteration 15Q: 3 clusters Score -1.554129e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -15541450.000000 Penalty: 3845.776855
	Iteration 16Q: 3 clusters Score -1.554145e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -15541754.000000 Penalty: 3845.776855
	Iteration 17Q: 3 clusters Score -1.554175e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -15541912.000000 Penalty: 3845.776855
	Iteration 18Q: 3 clusters Score -1.554191e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -15542171.000000 Penalty: 3845.776855
	Iteration 19Q: 3 clusters Score -1.554217e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -15542449.000000 Penalty: 3845.776855
	Iteration 20F: 3 clusters Score -1.554245e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -15542708.000000 Penalty: 3845.776855
	Iteration 21Q: 3 clusters Score -1.554271e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -15542944.000000 Penalty: 3845.776855
	Iteration 22Q: 3 clusters Score -1.554294e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -15543210.000000 Penalty: 3845.776855
	Iteration 23Q: 3 clusters Score -1.554321e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77331 members 
Mstep: Class 2 contains 60414 members 
Entering Unmasked Estep 
Score: -15543563.000000 Penalty: 3845.776855
	Iteration 24Q: 3 clusters Score -1.554356e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78334 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -15543893.000000 Penalty: 3845.776855
	Iteration 25Q: 3 clusters Score -1.554389e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -15544310.000000 Penalty: 3845.776855
	Iteration 26Q: 3 clusters Score -1.554431e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80610 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -15544650.000000 Penalty: 3845.776855
	Iteration 27Q: 3 clusters Score -1.554465e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -15545028.000000 Penalty: 3845.776855
	Iteration 28Q: 3 clusters Score -1.554503e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83237 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -15545478.000000 Penalty: 3845.776855
	Iteration 29Q: 3 clusters Score -1.554548e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -15545876.000000 Penalty: 3845.776855
	Iteration 30Q: 3 clusters Score -1.554588e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -15546168.000000 Penalty: 3845.776855
	Iteration 31Q: 3 clusters Score -1.554617e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -15546556.000000 Penalty: 3845.776855
	Iteration 32Q: 3 clusters Score -1.554656e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -15547029.000000 Penalty: 3845.776855
	Iteration 33Q: 3 clusters Score -1.554703e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -15547509.000000 Penalty: 3845.776855
	Iteration 34Q: 3 clusters Score -1.554751e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92544 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -15547987.000000 Penalty: 3845.776855
	Iteration 35Q: 3 clusters Score -1.554799e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94263 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -15548458.000000 Penalty: 3845.776855
	Iteration 36Q: 3 clusters Score -1.554846e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96043 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -15548983.000000 Penalty: 3845.776855
	Iteration 37Q: 3 clusters Score -1.554898e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97822 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -15549478.000000 Penalty: 3845.776855
	Iteration 38Q: 3 clusters Score -1.554948e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99690 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -15550050.000000 Penalty: 3845.776855
	Iteration 39Q: 3 clusters Score -1.555005e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -15550634.000000 Penalty: 3845.776855
	Iteration 40F: 3 clusters Score -1.555063e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103528 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -15551294.000000 Penalty: 3845.776855
	Iteration 41Q: 3 clusters Score -1.555129e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105537 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -15551946.000000 Penalty: 3845.776855
	Iteration 42Q: 3 clusters Score -1.555195e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107564 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -15552724.000000 Penalty: 3845.776855
	Iteration 43Q: 3 clusters Score -1.555272e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109584 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -15553549.000000 Penalty: 3845.776855
	Iteration 44Q: 3 clusters Score -1.555355e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111593 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -15554333.000000 Penalty: 3845.776855
	Iteration 45Q: 3 clusters Score -1.555433e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113636 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -15555088.000000 Penalty: 3845.776855
	Iteration 46Q: 3 clusters Score -1.555509e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115624 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -15555949.000000 Penalty: 3845.776855
	Iteration 47Q: 3 clusters Score -1.555595e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117566 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -15556963.000000 Penalty: 3845.776855
	Iteration 48Q: 3 clusters Score -1.555696e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119420 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -15557820.000000 Penalty: 3845.776855
	Iteration 49Q: 3 clusters Score -1.555782e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121052 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -15558654.000000 Penalty: 3845.776855
	Iteration 50Q: 3 clusters Score -1.555865e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122514 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -15559266.000000 Penalty: 3845.776855
	Iteration 51Q: 3 clusters Score -1.555927e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123822 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -15559793.000000 Penalty: 3845.776855
	Iteration 52Q: 3 clusters Score -1.555979e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125028 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -15560299.000000 Penalty: 3845.776855
	Iteration 53Q: 3 clusters Score -1.55603e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126134 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -15560742.000000 Penalty: 3845.776855
	Iteration 54Q: 3 clusters Score -1.556074e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127098 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -15561051.000000 Penalty: 3845.776855
	Iteration 55Q: 3 clusters Score -1.556105e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127982 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -15561321.000000 Penalty: 3845.776855
	Iteration 56Q: 3 clusters Score -1.556132e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128759 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -15561505.000000 Penalty: 3845.776855
	Iteration 57Q: 3 clusters Score -1.55615e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129411 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -15561564.000000 Penalty: 3845.776855
	Iteration 58Q: 3 clusters Score -1.556156e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129995 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -15561746.000000 Penalty: 3845.776855
	Iteration 59Q: 3 clusters Score -1.556175e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130535 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -15561934.000000 Penalty: 3845.776855
	Iteration 60F: 3 clusters Score -1.556193e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131081 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -15562049.000000 Penalty: 3845.776855
	Iteration 61Q: 3 clusters Score -1.556205e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131515 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -15562109.000000 Penalty: 3845.776855
	Iteration 62Q: 3 clusters Score -1.556211e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131955 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -15562194.000000 Penalty: 3845.776855
	Iteration 63Q: 3 clusters Score -1.556219e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132345 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -15562291.000000 Penalty: 3845.776855
	Iteration 64Q: 3 clusters Score -1.556229e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132701 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -15562361.000000 Penalty: 3845.776855
	Iteration 65Q: 3 clusters Score -1.556236e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132973 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -15562378.000000 Penalty: 3845.776855
	Iteration 66Q: 3 clusters Score -1.556238e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133215 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -15562414.000000 Penalty: 3845.776855
	Iteration 67Q: 3 clusters Score -1.556241e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133410 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -15562397.000000 Penalty: 3845.776855
	Iteration 68Q: 3 clusters Score -1.55624e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133598 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -15562414.000000 Penalty: 3845.776855
	Iteration 69Q: 3 clusters Score -1.556241e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133754 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -15562430.000000 Penalty: 3845.776855
	Iteration 70Q: 3 clusters Score -1.556243e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133906 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -15562441.000000 Penalty: 3845.776855
	Iteration 71Q: 3 clusters Score -1.556244e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134028 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -15562427.000000 Penalty: 3845.776855
	Iteration 72Q: 3 clusters Score -1.556243e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134138 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -15562475.000000 Penalty: 3845.776855
	Iteration 73Q: 3 clusters Score -1.556248e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134239 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -15562486.000000 Penalty: 3845.776855
	Iteration 74Q: 3 clusters Score -1.556249e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134335 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -15562518.000000 Penalty: 3845.776855
	Iteration 75Q: 3 clusters Score -1.556252e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134421 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -15562497.000000 Penalty: 3845.776855
	Iteration 76Q: 3 clusters Score -1.55625e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134500 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -15562515.000000 Penalty: 3845.776855
	Iteration 77Q: 3 clusters Score -1.556252e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134571 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -15562496.000000 Penalty: 3845.776855
	Iteration 78Q: 3 clusters Score -1.55625e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134641 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -15562521.000000 Penalty: 3845.776855
	Iteration 79Q: 3 clusters Score -1.556252e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134719 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -15562527.000000 Penalty: 3845.776855
	Iteration 80F: 3 clusters Score -1.556253e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134786 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -15562528.000000 Penalty: 3845.776855
	Iteration 81Q: 3 clusters Score -1.556253e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134842 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -15562543.000000 Penalty: 3845.776855
	Iteration 82Q: 3 clusters Score -1.556254e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134886 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -15562560.000000 Penalty: 3845.776855
	Iteration 83Q: 3 clusters Score -1.556256e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134926 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -15562545.000000 Penalty: 3845.776855
	Iteration 84Q: 3 clusters Score -1.556254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134950 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -15562558.000000 Penalty: 3845.776855
	Iteration 85Q: 3 clusters Score -1.556256e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134976 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -15562553.000000 Penalty: 3845.776855
	Iteration 86Q: 3 clusters Score -1.556255e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135005 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -15562567.000000 Penalty: 3845.776855
	Iteration 87Q: 3 clusters Score -1.556257e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135031 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -15562565.000000 Penalty: 3845.776855
	Iteration 88Q: 3 clusters Score -1.556256e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135062 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -15562604.000000 Penalty: 3845.776855
	Iteration 89Q: 3 clusters Score -1.55626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135087 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -15562598.000000 Penalty: 3845.776855
	Iteration 90Q: 3 clusters Score -1.55626e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135106 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -15562578.000000 Penalty: 3845.776855
	Iteration 91Q: 3 clusters Score -1.556258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135123 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -15562564.000000 Penalty: 3845.776855
	Iteration 92Q: 3 clusters Score -1.556256e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135144 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -15562574.000000 Penalty: 3845.776855
	Iteration 93Q: 3 clusters Score -1.556257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135156 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -15562579.000000 Penalty: 3845.776855
	Iteration 94Q: 3 clusters Score -1.556258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135169 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -15562580.000000 Penalty: 3845.776855
	Iteration 95Q: 3 clusters Score -1.556258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135180 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -15562576.000000 Penalty: 3845.776855
	Iteration 96Q: 3 clusters Score -1.556258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135196 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -15562594.000000 Penalty: 3845.776855
	Iteration 97Q: 3 clusters Score -1.556259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135209 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -15562576.000000 Penalty: 3845.776855
	Iteration 98Q: 3 clusters Score -1.556258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135217 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -15562589.000000 Penalty: 3845.776855
	Iteration 99Q: 3 clusters Score -1.556259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135233 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -15562605.000000 Penalty: 3845.776855
	Iteration 100F: 3 clusters Score -1.55626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135244 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -15562598.000000 Penalty: 3845.776855
	Iteration 101Q: 3 clusters Score -1.55626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135254 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -15562605.000000 Penalty: 3845.776855
	Iteration 102Q: 3 clusters Score -1.55626e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135268 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -15562605.000000 Penalty: 3845.776855
	Iteration 103Q: 3 clusters Score -1.55626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135282 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -15562619.000000 Penalty: 3845.776855
	Iteration 104Q: 3 clusters Score -1.556262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135290 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -15562617.000000 Penalty: 3845.776855
	Iteration 105Q: 3 clusters Score -1.556262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135297 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -15562606.000000 Penalty: 3845.776855
	Iteration 106Q: 3 clusters Score -1.556261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135304 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -15562606.000000 Penalty: 3845.776855
	Iteration 107Q: 3 clusters Score -1.556261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135311 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -15562610.000000 Penalty: 3845.776855
	Iteration 108Q: 3 clusters Score -1.556261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135314 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -15562607.000000 Penalty: 3845.776855
	Iteration 109Q: 3 clusters Score -1.556261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135314 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -15562607.000000 Penalty: 3845.776855
	Iteration 110F: 3 clusters Score -1.556261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Entering Unmasked Estep 
Score: -4274294.500000 Penalty: 1716.533813
	Iteration 0F: 2 clusters Score -4274294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4248232.000000 Penalty: 3433.067627
	Iteration 0F: 3 clusters Score -4248232 nChanged 18050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -4258489.000000 Penalty: 3433.067627
	Iteration 1F: 3 clusters Score -4258489 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -4258946.500000 Penalty: 3433.067627
	Iteration 2Q: 3 clusters Score -4258946 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -4259515.000000 Penalty: 3433.067627
	Iteration 3Q: 3 clusters Score -4259515 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4260376.000000 Penalty: 3433.067627
	Iteration 4Q: 3 clusters Score -4260376 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -4261729.500000 Penalty: 3433.067627
	Iteration 5F: 3 clusters Score -4261730 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -4263635.000000 Penalty: 3433.067627
	Iteration 6F: 3 clusters Score -4263635 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -4265856.000000 Penalty: 3433.067627
	Iteration 7F: 3 clusters Score -4265856 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -4267741.500000 Penalty: 3433.067627
	Iteration 8F: 3 clusters Score -4267742 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -4268981.000000 Penalty: 3433.067627
	Iteration 9Q: 3 clusters Score -4268981 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -4270001.000000 Penalty: 3433.067627
	Iteration 10Q: 3 clusters Score -4270001 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -4271528.500000 Penalty: 3433.067627
	Iteration 11Q: 3 clusters Score -4271528 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -4272539.500000 Penalty: 3433.067627
	Iteration 12Q: 3 clusters Score -4272540 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -4272669.500000 Penalty: 3433.067627
	Iteration 13Q: 3 clusters Score -4272670 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -4272751.000000 Penalty: 3433.067627
	Iteration 14Q: 3 clusters Score -4272751 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -4272812.000000 Penalty: 3433.067627
	Iteration 15Q: 3 clusters Score -4272812 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4272851.500000 Penalty: 3433.067627
	Iteration 16Q: 3 clusters Score -4272852 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -4272879.000000 Penalty: 3433.067627
	Iteration 17Q: 3 clusters Score -4272879 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -4272882.500000 Penalty: 3433.067627
	Iteration 18Q: 3 clusters Score -4272882 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -4272923.000000 Penalty: 3433.067627
	Iteration 19Q: 3 clusters Score -4272923 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4272949.000000 Penalty: 3433.067627
	Iteration 20F: 3 clusters Score -4272949 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -4272971.000000 Penalty: 3433.067627
	Iteration 21Q: 3 clusters Score -4272971 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4272977.500000 Penalty: 3433.067627
	Iteration 22Q: 3 clusters Score -4272978 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -4272988.000000 Penalty: 3433.067627
	Iteration 23Q: 3 clusters Score -4272988 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4272997.000000 Penalty: 3433.067627
	Iteration 24Q: 3 clusters Score -4272997 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4273015.500000 Penalty: 3433.067627
	Iteration 25Q: 3 clusters Score -4273016 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4273035.500000 Penalty: 3433.067627
	Iteration 26Q: 3 clusters Score -4273036 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4273053.000000 Penalty: 3433.067627
	Iteration 27Q: 3 clusters Score -4273053 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4273079.500000 Penalty: 3433.067627
	Iteration 28Q: 3 clusters Score -4273080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4273090.500000 Penalty: 3433.067627
	Iteration 29Q: 3 clusters Score -4273090 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4273101.500000 Penalty: 3433.067627
	Iteration 30Q: 3 clusters Score -4273102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4273107.000000 Penalty: 3433.067627
	Iteration 31Q: 3 clusters Score -4273107 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4273116.000000 Penalty: 3433.067627
	Iteration 32Q: 3 clusters Score -4273116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4273129.000000 Penalty: 3433.067627
	Iteration 33Q: 3 clusters Score -4273129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4273131.500000 Penalty: 3433.067627
	Iteration 34Q: 3 clusters Score -4273132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4273128.000000 Penalty: 3433.067627
	Iteration 35Q: 3 clusters Score -4273128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4273136.000000 Penalty: 3433.067627
	Iteration 36Q: 3 clusters Score -4273136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4273135.500000 Penalty: 3433.067627
	Iteration 37Q: 3 clusters Score -4273136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4273144.000000 Penalty: 3433.067627
	Iteration 38Q: 3 clusters Score -4273144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4273133.000000 Penalty: 3433.067627
	Iteration 39Q: 3 clusters Score -4273133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4273141.500000 Penalty: 3433.067627
	Iteration 40F: 3 clusters Score -4273142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4273149.500000 Penalty: 3433.067627
	Iteration 41Q: 3 clusters Score -4273150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4273147.500000 Penalty: 3433.067627
	Iteration 42Q: 3 clusters Score -4273148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4273149.500000 Penalty: 3433.067627
	Iteration 43Q: 3 clusters Score -4273150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4273149.000000 Penalty: 3433.067627
	Iteration 44Q: 3 clusters Score -4273149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4273151.000000 Penalty: 3433.067627
	Iteration 45Q: 3 clusters Score -4273151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4273149.500000 Penalty: 3433.067627
	Iteration 46Q: 3 clusters Score -4273150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4273152.000000 Penalty: 3433.067627
	Iteration 47Q: 3 clusters Score -4273152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4273146.000000 Penalty: 3433.067627
	Iteration 48Q: 3 clusters Score -4273146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4273146.500000 Penalty: 3433.067627
	Iteration 49Q: 3 clusters Score -4273146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4273151.000000 Penalty: 3433.067627
	Iteration 50Q: 3 clusters Score -4273151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4273154.500000 Penalty: 3433.067627
	Iteration 51Q: 3 clusters Score -4273154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4273154.000000 Penalty: 3433.067627
	Iteration 52Q: 3 clusters Score -4273154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4273152.500000 Penalty: 3433.067627
	Iteration 53Q: 3 clusters Score -4273152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4273155.500000 Penalty: 3433.067627
	Iteration 54Q: 3 clusters Score -4273156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4273160.000000 Penalty: 3433.067627
	Iteration 55Q: 3 clusters Score -4273160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4273157.000000 Penalty: 3433.067627
	Iteration 56Q: 3 clusters Score -4273157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4273159.000000 Penalty: 3433.067627
	Iteration 57Q: 3 clusters Score -4273159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4273160.500000 Penalty: 3433.067627
	Iteration 58Q: 3 clusters Score -4273160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4273160.000000 Penalty: 3433.067627
	Iteration 59Q: 3 clusters Score -4273160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4273156.500000 Penalty: 3433.067627
	Iteration 60F: 3 clusters Score -4273156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4273159.000000 Penalty: 3433.067627
	Iteration 61Q: 3 clusters Score -4273159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4273157.500000 Penalty: 3433.067627
	Iteration 62Q: 3 clusters Score -4273158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4273157.000000 Penalty: 3433.067627
	Iteration 63Q: 3 clusters Score -4273157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4273158.500000 Penalty: 3433.067627
	Iteration 64Q: 3 clusters Score -4273158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4273164.500000 Penalty: 3433.067627
	Iteration 65Q: 3 clusters Score -4273164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4273169.000000 Penalty: 3433.067627
	Iteration 66Q: 3 clusters Score -4273169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4273172.000000 Penalty: 3433.067627
	Iteration 67Q: 3 clusters Score -4273172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4273168.000000 Penalty: 3433.067627
	Iteration 68Q: 3 clusters Score -4273168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4273173.000000 Penalty: 3433.067627
	Iteration 69Q: 3 clusters Score -4273173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4273172.000000 Penalty: 3433.067627
	Iteration 70Q: 3 clusters Score -4273172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4273169.500000 Penalty: 3433.067627
	Iteration 71Q: 3 clusters Score -4273170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4273170.500000 Penalty: 3433.067627
	Iteration 72Q: 3 clusters Score -4273170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4273172.500000 Penalty: 3433.067627
	Iteration 73Q: 3 clusters Score -4273172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4273171.500000 Penalty: 3433.067627
	Iteration 74Q: 3 clusters Score -4273172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4273171.500000 Penalty: 3433.067627
	Iteration 75Q: 3 clusters Score -4273172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4273173.500000 Penalty: 3433.067627
	Iteration 76Q: 3 clusters Score -4273174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4273173.500000 Penalty: 3433.067627
	Iteration 77Q: 3 clusters Score -4273174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4273175.000000 Penalty: 3433.067627
	Iteration 78Q: 3 clusters Score -4273175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4273177.500000 Penalty: 3433.067627
	Iteration 79Q: 3 clusters Score -4273178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4273176.500000 Penalty: 3433.067627
	Iteration 80F: 3 clusters Score -4273176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4273177.000000 Penalty: 3433.067627
	Iteration 81Q: 3 clusters Score -4273177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4273180.000000 Penalty: 3433.067627
	Iteration 82Q: 3 clusters Score -4273180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4273177.000000 Penalty: 3433.067627
	Iteration 83Q: 3 clusters Score -4273177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4273176.500000 Penalty: 3433.067627
	Iteration 84Q: 3 clusters Score -4273176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4273176.500000 Penalty: 3433.067627
	Iteration 85F: 3 clusters Score -4273176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -90188.296875 Penalty: 1105.208496
	Iteration 0F: 2 clusters Score -90188.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88883.671875 Penalty: 2210.416992
	Iteration 0F: 3 clusters Score -88883.67 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -89183.679688 Penalty: 2210.416992
	Iteration 1F: 3 clusters Score -89183.68 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -89295.968750 Penalty: 2210.416992
	Iteration 2F: 3 clusters Score -89295.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -89382.804688 Penalty: 2210.416992
	Iteration 3F: 3 clusters Score -89382.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -89442.148438 Penalty: 2210.416992
	Iteration 4F: 3 clusters Score -89442.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -89485.304688 Penalty: 2210.416992
	Iteration 5Q: 3 clusters Score -89485.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -89534.882812 Penalty: 2210.416992
	Iteration 6Q: 3 clusters Score -89534.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -89577.812500 Penalty: 2210.416992
	Iteration 7Q: 3 clusters Score -89577.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -89593.687500 Penalty: 2210.416992
	Iteration 8Q: 3 clusters Score -89593.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -89604.234375 Penalty: 2210.416992
	Iteration 9Q: 3 clusters Score -89604.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -89613.000000 Penalty: 2210.416992
	Iteration 10Q: 3 clusters Score -89613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -89624.351562 Penalty: 2210.416992
	Iteration 11Q: 3 clusters Score -89624.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -89633.250000 Penalty: 2210.416992
	Iteration 12Q: 3 clusters Score -89633.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -89643.726562 Penalty: 2210.416992
	Iteration 13Q: 3 clusters Score -89643.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -89648.226562 Penalty: 2210.416992
	Iteration 14Q: 3 clusters Score -89648.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -89652.984375 Penalty: 2210.416992
	Iteration 15Q: 3 clusters Score -89652.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -89658.367188 Penalty: 2210.416992
	Iteration 16Q: 3 clusters Score -89658.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -89667.085938 Penalty: 2210.416992
	Iteration 17Q: 3 clusters Score -89667.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -89671.125000 Penalty: 2210.416992
	Iteration 18Q: 3 clusters Score -89671.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -89675.734375 Penalty: 2210.416992
	Iteration 19Q: 3 clusters Score -89675.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -89682.007812 Penalty: 2210.416992
	Iteration 20F: 3 clusters Score -89682.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -89746.351562 Penalty: 2210.416992
	Iteration 21Q: 3 clusters Score -89746.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -89762.312500 Penalty: 2210.416992
	Iteration 22Q: 3 clusters Score -89762.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -89772.750000 Penalty: 2210.416992
	Iteration 23Q: 3 clusters Score -89772.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -89775.273438 Penalty: 2210.416992
	Iteration 24Q: 3 clusters Score -89775.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -89779.781250 Penalty: 2210.416992
	Iteration 25Q: 3 clusters Score -89779.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -89783.960938 Penalty: 2210.416992
	Iteration 26Q: 3 clusters Score -89783.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -89785.757812 Penalty: 2210.416992
	Iteration 27Q: 3 clusters Score -89785.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -89787.171875 Penalty: 2210.416992
	Iteration 28Q: 3 clusters Score -89787.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -89788.578125 Penalty: 2210.416992
	Iteration 29Q: 3 clusters Score -89788.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -89788.578125 Penalty: 2210.416992
	Iteration 30F: 3 clusters Score -89788.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Entering Unmasked Estep 
Score: -1799197.750000 Penalty: 1575.094604
	Iteration 0F: 2 clusters Score -1799198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1788121.625000 Penalty: 3150.189209
	Iteration 0F: 3 clusters Score -1788122 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1791934.000000 Penalty: 3150.189209
	Iteration 1F: 3 clusters Score -1791934 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1792230.625000 Penalty: 3150.189209
	Iteration 2F: 3 clusters Score -1792231 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1792433.875000 Penalty: 3150.189209
	Iteration 3Q: 3 clusters Score -1792434 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1792592.000000 Penalty: 3150.189209
	Iteration 4Q: 3 clusters Score -1792592 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1792715.375000 Penalty: 3150.189209
	Iteration 5Q: 3 clusters Score -1792715 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1792811.000000 Penalty: 3150.189209
	Iteration 6Q: 3 clusters Score -1792811 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1792886.375000 Penalty: 3150.189209
	Iteration 7Q: 3 clusters Score -1792886 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1792931.375000 Penalty: 3150.189209
	Iteration 8Q: 3 clusters Score -1792931 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1792979.500000 Penalty: 3150.189209
	Iteration 9Q: 3 clusters Score -1792980 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1793011.000000 Penalty: 3150.189209
	Iteration 10Q: 3 clusters Score -1793011 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1793068.375000 Penalty: 3150.189209
	Iteration 11Q: 3 clusters Score -1793068 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1793132.625000 Penalty: 3150.189209
	Iteration 12Q: 3 clusters Score -1793133 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1793216.375000 Penalty: 3150.189209
	Iteration 13Q: 3 clusters Score -1793216 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1793320.000000 Penalty: 3150.189209
	Iteration 14Q: 3 clusters Score -1793320 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1793468.750000 Penalty: 3150.189209
	Iteration 15Q: 3 clusters Score -1793469 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1793685.500000 Penalty: 3150.189209
	Iteration 16Q: 3 clusters Score -1793686 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1794012.250000 Penalty: 3150.189209
	Iteration 17Q: 3 clusters Score -1794012 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1794408.375000 Penalty: 3150.189209
	Iteration 18Q: 3 clusters Score -1794408 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1794840.625000 Penalty: 3150.189209
	Iteration 19Q: 3 clusters Score -1794841 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1795264.125000 Penalty: 3150.189209
	Iteration 20F: 3 clusters Score -1795264 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1795599.125000 Penalty: 3150.189209
	Iteration 21Q: 3 clusters Score -1795599 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1795828.875000 Penalty: 3150.189209
	Iteration 22Q: 3 clusters Score -1795829 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1796006.500000 Penalty: 3150.189209
	Iteration 23Q: 3 clusters Score -1796006 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1796164.750000 Penalty: 3150.189209
	Iteration 24Q: 3 clusters Score -1796165 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1796305.750000 Penalty: 3150.189209
	Iteration 25Q: 3 clusters Score -1796306 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1796430.125000 Penalty: 3150.189209
	Iteration 26Q: 3 clusters Score -1796430 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1796566.750000 Penalty: 3150.189209
	Iteration 27Q: 3 clusters Score -1796567 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1796700.000000 Penalty: 3150.189209
	Iteration 28Q: 3 clusters Score -1796700 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1796846.625000 Penalty: 3150.189209
	Iteration 29Q: 3 clusters Score -1796847 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1797024.125000 Penalty: 3150.189209
	Iteration 30Q: 3 clusters Score -1797024 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1797207.125000 Penalty: 3150.189209
	Iteration 31Q: 3 clusters Score -1797207 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1797358.500000 Penalty: 3150.189209
	Iteration 32Q: 3 clusters Score -1797358 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1797527.625000 Penalty: 3150.189209
	Iteration 33Q: 3 clusters Score -1797528 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1797685.250000 Penalty: 3150.189209
	Iteration 34Q: 3 clusters Score -1797685 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1797793.000000 Penalty: 3150.189209
	Iteration 35Q: 3 clusters Score -1797793 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1797857.875000 Penalty: 3150.189209
	Iteration 36Q: 3 clusters Score -1797858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1797905.625000 Penalty: 3150.189209
	Iteration 37Q: 3 clusters Score -1797906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1797946.375000 Penalty: 3150.189209
	Iteration 38Q: 3 clusters Score -1797946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1797963.000000 Penalty: 3150.189209
	Iteration 39Q: 3 clusters Score -1797963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1797975.000000 Penalty: 3150.189209
	Iteration 40F: 3 clusters Score -1797975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1797988.375000 Penalty: 3150.189209
	Iteration 41Q: 3 clusters Score -1797988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1797992.500000 Penalty: 3150.189209
	Iteration 42Q: 3 clusters Score -1797992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1797992.500000 Penalty: 3150.189209
	Iteration 43F: 3 clusters Score -1797992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Entering Unmasked Estep 
Score: -351990.531250 Penalty: 1302.597900
	Iteration 0F: 2 clusters Score -351990.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -349263.968750 Penalty: 2605.195801
	Iteration 0F: 3 clusters Score -349264 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -349887.125000 Penalty: 2605.195801
	Iteration 1F: 3 clusters Score -349887.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -350013.500000 Penalty: 2605.195801
	Iteration 2F: 3 clusters Score -350013.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -350101.375000 Penalty: 2605.195801
	Iteration 3F: 3 clusters Score -350101.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -350153.656250 Penalty: 2605.195801
	Iteration 4Q: 3 clusters Score -350153.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -350198.687500 Penalty: 2605.195801
	Iteration 5Q: 3 clusters Score -350198.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -350236.562500 Penalty: 2605.195801
	Iteration 6Q: 3 clusters Score -350236.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -350266.062500 Penalty: 2605.195801
	Iteration 7Q: 3 clusters Score -350266.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -350288.468750 Penalty: 2605.195801
	Iteration 8Q: 3 clusters Score -350288.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -350312.125000 Penalty: 2605.195801
	Iteration 9Q: 3 clusters Score -350312.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -350334.937500 Penalty: 2605.195801
	Iteration 10Q: 3 clusters Score -350334.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -350354.218750 Penalty: 2605.195801
	Iteration 11Q: 3 clusters Score -350354.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -350372.406250 Penalty: 2605.195801
	Iteration 12Q: 3 clusters Score -350372.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -350389.500000 Penalty: 2605.195801
	Iteration 13Q: 3 clusters Score -350389.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -350402.843750 Penalty: 2605.195801
	Iteration 14Q: 3 clusters Score -350402.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -350420.062500 Penalty: 2605.195801
	Iteration 15Q: 3 clusters Score -350420.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -350436.000000 Penalty: 2605.195801
	Iteration 16Q: 3 clusters Score -350436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -350451.000000 Penalty: 2605.195801
	Iteration 17Q: 3 clusters Score -350451 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -350470.875000 Penalty: 2605.195801
	Iteration 18Q: 3 clusters Score -350470.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -350496.562500 Penalty: 2605.195801
	Iteration 19Q: 3 clusters Score -350496.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -350520.843750 Penalty: 2605.195801
	Iteration 20F: 3 clusters Score -350520.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -350551.968750 Penalty: 2605.195801
	Iteration 21Q: 3 clusters Score -350552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -350580.875000 Penalty: 2605.195801
	Iteration 22Q: 3 clusters Score -350580.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -350603.218750 Penalty: 2605.195801
	Iteration 23Q: 3 clusters Score -350603.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -350625.312500 Penalty: 2605.195801
	Iteration 24Q: 3 clusters Score -350625.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -350642.531250 Penalty: 2605.195801
	Iteration 25Q: 3 clusters Score -350642.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -350658.187500 Penalty: 2605.195801
	Iteration 26Q: 3 clusters Score -350658.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -350668.156250 Penalty: 2605.195801
	Iteration 27Q: 3 clusters Score -350668.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -350677.031250 Penalty: 2605.195801
	Iteration 28Q: 3 clusters Score -350677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -350687.125000 Penalty: 2605.195801
	Iteration 29Q: 3 clusters Score -350687.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -350697.812500 Penalty: 2605.195801
	Iteration 30Q: 3 clusters Score -350697.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -350705.906250 Penalty: 2605.195801
	Iteration 31Q: 3 clusters Score -350705.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -350709.625000 Penalty: 2605.195801
	Iteration 32Q: 3 clusters Score -350709.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -350712.875000 Penalty: 2605.195801
	Iteration 33Q: 3 clusters Score -350712.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -350714.781250 Penalty: 2605.195801
	Iteration 34Q: 3 clusters Score -350714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -350715.406250 Penalty: 2605.195801
	Iteration 35Q: 3 clusters Score -350715.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -350717.343750 Penalty: 2605.195801
	Iteration 36Q: 3 clusters Score -350717.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -350721.062500 Penalty: 2605.195801
	Iteration 37Q: 3 clusters Score -350721.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -350723.281250 Penalty: 2605.195801
	Iteration 38Q: 3 clusters Score -350723.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -350726.750000 Penalty: 2605.195801
	Iteration 39Q: 3 clusters Score -350726.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -350729.843750 Penalty: 2605.195801
	Iteration 40F: 3 clusters Score -350729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -350731.437500 Penalty: 2605.195801
	Iteration 41Q: 3 clusters Score -350731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -350733.031250 Penalty: 2605.195801
	Iteration 42Q: 3 clusters Score -350733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -350733.031250 Penalty: 2605.195801
	Iteration 43F: 3 clusters Score -350733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (96267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96267 members 
Entering Unmasked Estep 
Score: -11093436.000000 Penalty: 1864.668213
	Iteration 0F: 2 clusters Score -1.109344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -11030708.000000 Penalty: 3729.336426
	Iteration 0F: 3 clusters Score -1.103071e+07 nChanged 45981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -11057060.000000 Penalty: 3729.336426
	Iteration 1F: 3 clusters Score -1.105706e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -11057535.000000 Penalty: 3729.336426
	Iteration 2Q: 3 clusters Score -1.105754e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -11058096.000000 Penalty: 3729.336426
	Iteration 3Q: 3 clusters Score -1.10581e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -11058734.000000 Penalty: 3729.336426
	Iteration 4Q: 3 clusters Score -1.105873e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -11059632.000000 Penalty: 3729.336426
	Iteration 5Q: 3 clusters Score -1.105963e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -11060972.000000 Penalty: 3729.336426
	Iteration 6Q: 3 clusters Score -1.106097e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
Score: -11063071.000000 Penalty: 3729.336426
	Iteration 7Q: 3 clusters Score -1.106307e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -11066275.000000 Penalty: 3729.336426
	Iteration 8F: 3 clusters Score -1.106628e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
Score: -11070916.000000 Penalty: 3729.336426
	Iteration 9F: 3 clusters Score -1.107092e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -11076426.000000 Penalty: 3729.336426
	Iteration 10F: 3 clusters Score -1.107643e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -11081979.000000 Penalty: 3729.336426
	Iteration 11F: 3 clusters Score -1.108198e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -11085987.000000 Penalty: 3729.336426
	Iteration 12F: 3 clusters Score -1.108599e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 90451 members 
Entering Unmasked Estep 
Score: -11088604.000000 Penalty: 3729.336426
	Iteration 13Q: 3 clusters Score -1.10886e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 92224 members 
Entering Unmasked Estep 
Score: -11090121.000000 Penalty: 3729.336426
	Iteration 14Q: 3 clusters Score -1.109012e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 93202 members 
Entering Unmasked Estep 
Score: -11090936.000000 Penalty: 3729.336426
	Iteration 15Q: 3 clusters Score -1.109094e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 93730 members 
Entering Unmasked Estep 
Score: -11091522.000000 Penalty: 3729.336426
	Iteration 16Q: 3 clusters Score -1.109152e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 94046 members 
Entering Unmasked Estep 
Score: -11091824.000000 Penalty: 3729.336426
	Iteration 17Q: 3 clusters Score -1.109182e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -11092060.000000 Penalty: 3729.336426
	Iteration 18Q: 3 clusters Score -1.109206e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 94423 members 
Entering Unmasked Estep 
Score: -11092196.000000 Penalty: 3729.336426
	Iteration 19Q: 3 clusters Score -1.10922e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -11092298.000000 Penalty: 3729.336426
	Iteration 20F: 3 clusters Score -1.10923e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -11092396.000000 Penalty: 3729.336426
	Iteration 21Q: 3 clusters Score -1.10924e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 94722 members 
Entering Unmasked Estep 
Score: -11092465.000000 Penalty: 3729.336426
	Iteration 22Q: 3 clusters Score -1.109246e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -11092489.000000 Penalty: 3729.336426
	Iteration 23Q: 3 clusters Score -1.109249e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 94809 members 
Entering Unmasked Estep 
Score: -11092503.000000 Penalty: 3729.336426
	Iteration 24Q: 3 clusters Score -1.10925e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -11092514.000000 Penalty: 3729.336426
	Iteration 25Q: 3 clusters Score -1.109251e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 94859 members 
Entering Unmasked Estep 
Score: -11092529.000000 Penalty: 3729.336426
	Iteration 26Q: 3 clusters Score -1.109253e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 94881 members 
Entering Unmasked Estep 
Score: -11092558.000000 Penalty: 3729.336426
	Iteration 27Q: 3 clusters Score -1.109256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 94895 members 
Entering Unmasked Estep 
Score: -11092548.000000 Penalty: 3729.336426
	Iteration 28Q: 3 clusters Score -1.109255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 94910 members 
Entering Unmasked Estep 
Score: -11092557.000000 Penalty: 3729.336426
	Iteration 29Q: 3 clusters Score -1.109256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -11092583.000000 Penalty: 3729.336426
	Iteration 30Q: 3 clusters Score -1.109258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 94937 members 
Entering Unmasked Estep 
Score: -11092577.000000 Penalty: 3729.336426
	Iteration 31Q: 3 clusters Score -1.109258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 94948 members 
Entering Unmasked Estep 
Score: -11092588.000000 Penalty: 3729.336426
	Iteration 32Q: 3 clusters Score -1.109259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 94955 members 
Entering Unmasked Estep 
Score: -11092591.000000 Penalty: 3729.336426
	Iteration 33Q: 3 clusters Score -1.109259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 94960 members 
Entering Unmasked Estep 
Score: -11092590.000000 Penalty: 3729.336426
	Iteration 34Q: 3 clusters Score -1.109259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -11092593.000000 Penalty: 3729.336426
	Iteration 35Q: 3 clusters Score -1.109259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 94974 members 
Entering Unmasked Estep 
Score: -11092590.000000 Penalty: 3729.336426
	Iteration 36Q: 3 clusters Score -1.109259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 94981 members 
Entering Unmasked Estep 
Score: -11092590.000000 Penalty: 3729.336426
	Iteration 37Q: 3 clusters Score -1.109259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 94984 members 
Entering Unmasked Estep 
Score: -11092594.000000 Penalty: 3729.336426
	Iteration 38Q: 3 clusters Score -1.109259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 94984 members 
Entering Unmasked Estep 
Score: -11092594.000000 Penalty: 3729.336426
	Iteration 39F: 3 clusters Score -1.109259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (134693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134693 members 
Entering Unmasked Estep 
Score: -15560682.000000 Penalty: 1919.247437
	Iteration 0F: 2 clusters Score -1.556068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -15475181.000000 Penalty: 3838.494873
	Iteration 0F: 3 clusters Score -1.547518e+07 nChanged 65103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69343 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -15513687.000000 Penalty: 3838.494873
	Iteration 1F: 3 clusters Score -1.551369e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70952 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -15515044.000000 Penalty: 3838.494873
	Iteration 2Q: 3 clusters Score -1.551504e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -15517648.000000 Penalty: 3838.494873
	Iteration 3Q: 3 clusters Score -1.551765e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77420 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -15522377.000000 Penalty: 3838.494873
	Iteration 4F: 3 clusters Score -1.552238e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -15530074.000000 Penalty: 3838.494873
	Iteration 5F: 3 clusters Score -1.553007e+07 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88286 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -15540918.000000 Penalty: 3838.494873
	Iteration 6F: 3 clusters Score -1.554092e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92351 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -15551676.000000 Penalty: 3838.494873
	Iteration 7F: 3 clusters Score -1.555168e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94070 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -15556761.000000 Penalty: 3838.494873
	Iteration 8F: 3 clusters Score -1.555676e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95209 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -15558637.000000 Penalty: 3838.494873
	Iteration 9Q: 3 clusters Score -1.555864e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96331 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -15559838.000000 Penalty: 3838.494873
	Iteration 10Q: 3 clusters Score -1.555984e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97370 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -15560620.000000 Penalty: 3838.494873
	Iteration 11Q: 3 clusters Score -1.556062e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -15560992.000000 Penalty: 3838.494873
	Iteration 12Q: 3 clusters Score -1.556099e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99247 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -15561212.000000 Penalty: 3838.494873
	Iteration 13Q: 3 clusters Score -1.556121e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -15561317.000000 Penalty: 3838.494873
	Iteration 14Q: 3 clusters Score -1.556132e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -15561498.000000 Penalty: 3838.494873
	Iteration 15Q: 3 clusters Score -1.55615e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101589 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -15561547.000000 Penalty: 3838.494873
	Iteration 16Q: 3 clusters Score -1.556155e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102271 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -15561516.000000 Penalty: 3838.494873
	Iteration 17Q: 3 clusters Score -1.556152e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102901 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -15561585.000000 Penalty: 3838.494873
	Iteration 18Q: 3 clusters Score -1.556158e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -15561544.000000 Penalty: 3838.494873
	Iteration 19Q: 3 clusters Score -1.556154e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104122 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -15561547.000000 Penalty: 3838.494873
	Iteration 20F: 3 clusters Score -1.556155e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104725 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -15561550.000000 Penalty: 3838.494873
	Iteration 21Q: 3 clusters Score -1.556155e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105290 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -15561569.000000 Penalty: 3838.494873
	Iteration 22Q: 3 clusters Score -1.556157e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -15561594.000000 Penalty: 3838.494873
	Iteration 23Q: 3 clusters Score -1.556159e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106397 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -15561599.000000 Penalty: 3838.494873
	Iteration 24Q: 3 clusters Score -1.55616e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106908 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -15561629.000000 Penalty: 3838.494873
	Iteration 25Q: 3 clusters Score -1.556163e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107387 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -15561559.000000 Penalty: 3838.494873
	Iteration 26Q: 3 clusters Score -1.556156e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107851 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -15561481.000000 Penalty: 3838.494873
	Iteration 27Q: 3 clusters Score -1.556148e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108296 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -15561434.000000 Penalty: 3838.494873
	Iteration 28Q: 3 clusters Score -1.556143e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108761 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -15561447.000000 Penalty: 3838.494873
	Iteration 29Q: 3 clusters Score -1.556145e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109183 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -15561485.000000 Penalty: 3838.494873
	Iteration 30Q: 3 clusters Score -1.556148e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109608 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -15561475.000000 Penalty: 3838.494873
	Iteration 31Q: 3 clusters Score -1.556148e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109996 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -15561469.000000 Penalty: 3838.494873
	Iteration 32Q: 3 clusters Score -1.556147e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -15561372.000000 Penalty: 3838.494873
	Iteration 33Q: 3 clusters Score -1.556137e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110723 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -15561350.000000 Penalty: 3838.494873
	Iteration 34Q: 3 clusters Score -1.556135e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111065 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -15561294.000000 Penalty: 3838.494873
	Iteration 35Q: 3 clusters Score -1.556129e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111381 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -15561329.000000 Penalty: 3838.494873
	Iteration 36Q: 3 clusters Score -1.556133e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111665 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -15561330.000000 Penalty: 3838.494873
	Iteration 37Q: 3 clusters Score -1.556133e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111952 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -15561303.000000 Penalty: 3838.494873
	Iteration 38Q: 3 clusters Score -1.55613e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112252 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -15561322.000000 Penalty: 3838.494873
	Iteration 39Q: 3 clusters Score -1.556132e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112531 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -15561291.000000 Penalty: 3838.494873
	Iteration 40F: 3 clusters Score -1.556129e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112812 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -15561258.000000 Penalty: 3838.494873
	Iteration 41Q: 3 clusters Score -1.556126e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113091 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -15561244.000000 Penalty: 3838.494873
	Iteration 42Q: 3 clusters Score -1.556124e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113352 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -15561263.000000 Penalty: 3838.494873
	Iteration 43Q: 3 clusters Score -1.556126e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113596 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -15561247.000000 Penalty: 3838.494873
	Iteration 44Q: 3 clusters Score -1.556125e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113840 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -15561234.000000 Penalty: 3838.494873
	Iteration 45Q: 3 clusters Score -1.556123e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114091 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -15561243.000000 Penalty: 3838.494873
	Iteration 46Q: 3 clusters Score -1.556124e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114335 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -15561228.000000 Penalty: 3838.494873
	Iteration 47Q: 3 clusters Score -1.556123e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114565 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -15561222.000000 Penalty: 3838.494873
	Iteration 48Q: 3 clusters Score -1.556122e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114770 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -15561223.000000 Penalty: 3838.494873
	Iteration 49Q: 3 clusters Score -1.556122e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114971 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -15561184.000000 Penalty: 3838.494873
	Iteration 50Q: 3 clusters Score -1.556118e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115153 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -15561178.000000 Penalty: 3838.494873
	Iteration 51Q: 3 clusters Score -1.556118e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115322 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -15561180.000000 Penalty: 3838.494873
	Iteration 52Q: 3 clusters Score -1.556118e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115482 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -15561135.000000 Penalty: 3838.494873
	Iteration 53Q: 3 clusters Score -1.556114e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115633 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -15561110.000000 Penalty: 3838.494873
	Iteration 54Q: 3 clusters Score -1.556111e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115806 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -15561058.000000 Penalty: 3838.494873
	Iteration 55Q: 3 clusters Score -1.556106e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115978 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -15561033.000000 Penalty: 3838.494873
	Iteration 56Q: 3 clusters Score -1.556103e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116167 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -15561066.000000 Penalty: 3838.494873
	Iteration 57Q: 3 clusters Score -1.556107e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116339 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -15561082.000000 Penalty: 3838.494873
	Iteration 58Q: 3 clusters Score -1.556108e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116515 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -15561050.000000 Penalty: 3838.494873
	Iteration 59Q: 3 clusters Score -1.556105e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116693 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -15561053.000000 Penalty: 3838.494873
	Iteration 60F: 3 clusters Score -1.556105e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116864 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -15561056.000000 Penalty: 3838.494873
	Iteration 61Q: 3 clusters Score -1.556106e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117036 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -15561042.000000 Penalty: 3838.494873
	Iteration 62Q: 3 clusters Score -1.556104e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117205 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -15561046.000000 Penalty: 3838.494873
	Iteration 63Q: 3 clusters Score -1.556105e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117349 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -15561024.000000 Penalty: 3838.494873
	Iteration 64Q: 3 clusters Score -1.556102e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117499 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -15561029.000000 Penalty: 3838.494873
	Iteration 65Q: 3 clusters Score -1.556103e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117648 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -15561005.000000 Penalty: 3838.494873
	Iteration 66Q: 3 clusters Score -1.5561e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117812 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -15560985.000000 Penalty: 3838.494873
	Iteration 67Q: 3 clusters Score -1.556098e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117971 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -15560937.000000 Penalty: 3838.494873
	Iteration 68Q: 3 clusters Score -1.556094e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118130 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -15560969.000000 Penalty: 3838.494873
	Iteration 69Q: 3 clusters Score -1.556097e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118295 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -15560993.000000 Penalty: 3838.494873
	Iteration 70Q: 3 clusters Score -1.556099e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118455 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -15560999.000000 Penalty: 3838.494873
	Iteration 71Q: 3 clusters Score -1.5561e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118612 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -15560992.000000 Penalty: 3838.494873
	Iteration 72Q: 3 clusters Score -1.556099e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118788 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -15560977.000000 Penalty: 3838.494873
	Iteration 73Q: 3 clusters Score -1.556098e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118959 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -15560963.000000 Penalty: 3838.494873
	Iteration 74Q: 3 clusters Score -1.556096e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119130 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -15560951.000000 Penalty: 3838.494873
	Iteration 75Q: 3 clusters Score -1.556095e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119290 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -15560916.000000 Penalty: 3838.494873
	Iteration 76Q: 3 clusters Score -1.556092e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119446 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -15560910.000000 Penalty: 3838.494873
	Iteration 77Q: 3 clusters Score -1.556091e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119592 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -15560898.000000 Penalty: 3838.494873
	Iteration 78Q: 3 clusters Score -1.55609e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119731 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -15560879.000000 Penalty: 3838.494873
	Iteration 79Q: 3 clusters Score -1.556088e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119834 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -15560888.000000 Penalty: 3838.494873
	Iteration 80F: 3 clusters Score -1.556089e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119943 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -15560860.000000 Penalty: 3838.494873
	Iteration 81Q: 3 clusters Score -1.556086e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120048 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -15560845.000000 Penalty: 3838.494873
	Iteration 82Q: 3 clusters Score -1.556084e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120156 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -15560852.000000 Penalty: 3838.494873
	Iteration 83Q: 3 clusters Score -1.556085e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120252 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -15560854.000000 Penalty: 3838.494873
	Iteration 84Q: 3 clusters Score -1.556085e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120339 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -15560831.000000 Penalty: 3838.494873
	Iteration 85Q: 3 clusters Score -1.556083e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120416 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -15560842.000000 Penalty: 3838.494873
	Iteration 86Q: 3 clusters Score -1.556084e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120489 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -15560824.000000 Penalty: 3838.494873
	Iteration 87Q: 3 clusters Score -1.556082e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120562 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -15560803.000000 Penalty: 3838.494873
	Iteration 88Q: 3 clusters Score -1.55608e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120631 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -15560803.000000 Penalty: 3838.494873
	Iteration 89Q: 3 clusters Score -1.55608e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120709 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -15560784.000000 Penalty: 3838.494873
	Iteration 90Q: 3 clusters Score -1.556078e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120776 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -15560769.000000 Penalty: 3838.494873
	Iteration 91Q: 3 clusters Score -1.556077e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120849 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -15560760.000000 Penalty: 3838.494873
	Iteration 92Q: 3 clusters Score -1.556076e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120937 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -15560744.000000 Penalty: 3838.494873
	Iteration 93Q: 3 clusters Score -1.556074e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121020 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -15560732.000000 Penalty: 3838.494873
	Iteration 94Q: 3 clusters Score -1.556073e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121093 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -15560740.000000 Penalty: 3838.494873
	Iteration 95Q: 3 clusters Score -1.556074e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121164 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -15560730.000000 Penalty: 3838.494873
	Iteration 96Q: 3 clusters Score -1.556073e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121231 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -15560750.000000 Penalty: 3838.494873
	Iteration 97Q: 3 clusters Score -1.556075e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121307 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -15560771.000000 Penalty: 3838.494873
	Iteration 98Q: 3 clusters Score -1.556077e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121374 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -15560773.000000 Penalty: 3838.494873
	Iteration 99Q: 3 clusters Score -1.556077e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121443 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -15560747.000000 Penalty: 3838.494873
	Iteration 100F: 3 clusters Score -1.556075e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121501 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -15560760.000000 Penalty: 3838.494873
	Iteration 101Q: 3 clusters Score -1.556076e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121554 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -15560778.000000 Penalty: 3838.494873
	Iteration 102Q: 3 clusters Score -1.556078e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121607 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -15560777.000000 Penalty: 3838.494873
	Iteration 103Q: 3 clusters Score -1.556078e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121664 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -15560761.000000 Penalty: 3838.494873
	Iteration 104Q: 3 clusters Score -1.556076e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121722 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -15560755.000000 Penalty: 3838.494873
	Iteration 105Q: 3 clusters Score -1.556076e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121771 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -15560749.000000 Penalty: 3838.494873
	Iteration 106Q: 3 clusters Score -1.556075e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121805 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -15560742.000000 Penalty: 3838.494873
	Iteration 107Q: 3 clusters Score -1.556074e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121847 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -15560751.000000 Penalty: 3838.494873
	Iteration 108Q: 3 clusters Score -1.556075e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121880 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -15560737.000000 Penalty: 3838.494873
	Iteration 109Q: 3 clusters Score -1.556074e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121912 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -15560742.000000 Penalty: 3838.494873
	Iteration 110Q: 3 clusters Score -1.556074e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121942 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -15560734.000000 Penalty: 3838.494873
	Iteration 111Q: 3 clusters Score -1.556073e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121976 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -15560750.000000 Penalty: 3838.494873
	Iteration 112Q: 3 clusters Score -1.556075e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122016 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -15560750.000000 Penalty: 3838.494873
	Iteration 113Q: 3 clusters Score -1.556075e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122058 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -15560733.000000 Penalty: 3838.494873
	Iteration 114Q: 3 clusters Score -1.556073e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122088 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -15560728.000000 Penalty: 3838.494873
	Iteration 115Q: 3 clusters Score -1.556073e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122123 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -15560739.000000 Penalty: 3838.494873
	Iteration 116Q: 3 clusters Score -1.556074e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122153 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -15560717.000000 Penalty: 3838.494873
	Iteration 117Q: 3 clusters Score -1.556072e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122176 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -15560724.000000 Penalty: 3838.494873
	Iteration 118Q: 3 clusters Score -1.556072e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122205 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -15560719.000000 Penalty: 3838.494873
	Iteration 119Q: 3 clusters Score -1.556072e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122237 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -15560721.000000 Penalty: 3838.494873
	Iteration 120F: 3 clusters Score -1.556072e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122275 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -15560707.000000 Penalty: 3838.494873
	Iteration 121Q: 3 clusters Score -1.556071e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122298 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -15560691.000000 Penalty: 3838.494873
	Iteration 122Q: 3 clusters Score -1.556069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122328 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -15560685.000000 Penalty: 3838.494873
	Iteration 123Q: 3 clusters Score -1.556068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122355 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -15560668.000000 Penalty: 3838.494873
	Iteration 124Q: 3 clusters Score -1.556067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122380 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -15560664.000000 Penalty: 3838.494873
	Iteration 125Q: 3 clusters Score -1.556066e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122410 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -15560668.000000 Penalty: 3838.494873
	Iteration 126Q: 3 clusters Score -1.556067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122443 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -15560669.000000 Penalty: 3838.494873
	Iteration 127Q: 3 clusters Score -1.556067e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122481 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -15560650.000000 Penalty: 3838.494873
	Iteration 128Q: 3 clusters Score -1.556065e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122522 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -15560645.000000 Penalty: 3838.494873
	Iteration 129Q: 3 clusters Score -1.556064e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122554 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -15560652.000000 Penalty: 3838.494873
	Iteration 130Q: 3 clusters Score -1.556065e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122591 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -15560646.000000 Penalty: 3838.494873
	Iteration 131Q: 3 clusters Score -1.556065e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122627 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -15560650.000000 Penalty: 3838.494873
	Iteration 132Q: 3 clusters Score -1.556065e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122655 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -15560645.000000 Penalty: 3838.494873
	Iteration 133Q: 3 clusters Score -1.556064e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122696 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -15560643.000000 Penalty: 3838.494873
	Iteration 134Q: 3 clusters Score -1.556064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122729 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -15560643.000000 Penalty: 3838.494873
	Iteration 135Q: 3 clusters Score -1.556064e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122757 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -15560637.000000 Penalty: 3838.494873
	Iteration 136Q: 3 clusters Score -1.556064e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122785 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -15560658.000000 Penalty: 3838.494873
	Iteration 137Q: 3 clusters Score -1.556066e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122826 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -15560662.000000 Penalty: 3838.494873
	Iteration 138Q: 3 clusters Score -1.556066e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122875 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -15560662.000000 Penalty: 3838.494873
	Iteration 139Q: 3 clusters Score -1.556066e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122911 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -15560681.000000 Penalty: 3838.494873
	Iteration 140F: 3 clusters Score -1.556068e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122953 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -15560656.000000 Penalty: 3838.494873
	Iteration 141Q: 3 clusters Score -1.556066e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122989 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -15560660.000000 Penalty: 3838.494873
	Iteration 142Q: 3 clusters Score -1.556066e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123016 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -15560655.000000 Penalty: 3838.494873
	Iteration 143Q: 3 clusters Score -1.556066e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123040 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -15560642.000000 Penalty: 3838.494873
	Iteration 144Q: 3 clusters Score -1.556064e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123072 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -15560637.000000 Penalty: 3838.494873
	Iteration 145Q: 3 clusters Score -1.556064e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123095 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -15560640.000000 Penalty: 3838.494873
	Iteration 146Q: 3 clusters Score -1.556064e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123125 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -15560650.000000 Penalty: 3838.494873
	Iteration 147Q: 3 clusters Score -1.556065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123156 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -15560649.000000 Penalty: 3838.494873
	Iteration 148Q: 3 clusters Score -1.556065e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123201 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -15560650.000000 Penalty: 3838.494873
	Iteration 149Q: 3 clusters Score -1.556065e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123245 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -15560644.000000 Penalty: 3838.494873
	Iteration 150Q: 3 clusters Score -1.556064e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123298 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -15560645.000000 Penalty: 3838.494873
	Iteration 151Q: 3 clusters Score -1.556064e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123369 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -15560648.000000 Penalty: 3838.494873
	Iteration 152Q: 3 clusters Score -1.556065e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123438 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -15560657.000000 Penalty: 3838.494873
	Iteration 153Q: 3 clusters Score -1.556066e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123500 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -15560656.000000 Penalty: 3838.494873
	Iteration 154Q: 3 clusters Score -1.556066e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123566 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -15560657.000000 Penalty: 3838.494873
	Iteration 155Q: 3 clusters Score -1.556066e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123621 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -15560651.000000 Penalty: 3838.494873
	Iteration 156Q: 3 clusters Score -1.556065e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123679 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -15560637.000000 Penalty: 3838.494873
	Iteration 157Q: 3 clusters Score -1.556064e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123729 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -15560615.000000 Penalty: 3838.494873
	Iteration 158Q: 3 clusters Score -1.556062e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123782 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -15560605.000000 Penalty: 3838.494873
	Iteration 159Q: 3 clusters Score -1.55606e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123825 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -15560581.000000 Penalty: 3838.494873
	Iteration 160F: 3 clusters Score -1.556058e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123855 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -15560603.000000 Penalty: 3838.494873
	Iteration 161Q: 3 clusters Score -1.55606e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123892 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -15560586.000000 Penalty: 3838.494873
	Iteration 162Q: 3 clusters Score -1.556059e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123936 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -15560594.000000 Penalty: 3838.494873
	Iteration 163Q: 3 clusters Score -1.556059e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123976 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -15560589.000000 Penalty: 3838.494873
	Iteration 164Q: 3 clusters Score -1.556059e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124026 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -15560581.000000 Penalty: 3838.494873
	Iteration 165Q: 3 clusters Score -1.556058e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124076 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -15560571.000000 Penalty: 3838.494873
	Iteration 166Q: 3 clusters Score -1.556057e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124118 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -15560565.000000 Penalty: 3838.494873
	Iteration 167Q: 3 clusters Score -1.556056e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124172 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -15560546.000000 Penalty: 3838.494873
	Iteration 168Q: 3 clusters Score -1.556055e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124238 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -15560546.000000 Penalty: 3838.494873
	Iteration 169Q: 3 clusters Score -1.556055e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124304 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -15560500.000000 Penalty: 3838.494873
	Iteration 170Q: 3 clusters Score -1.55605e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124379 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -15560468.000000 Penalty: 3838.494873
	Iteration 171Q: 3 clusters Score -1.556047e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124450 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -15560456.000000 Penalty: 3838.494873
	Iteration 172Q: 3 clusters Score -1.556046e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124524 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -15560450.000000 Penalty: 3838.494873
	Iteration 173Q: 3 clusters Score -1.556045e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124604 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -15560424.000000 Penalty: 3838.494873
	Iteration 174Q: 3 clusters Score -1.556042e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124672 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -15560406.000000 Penalty: 3838.494873
	Iteration 175Q: 3 clusters Score -1.556041e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124731 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -15560436.000000 Penalty: 3838.494873
	Iteration 176Q: 3 clusters Score -1.556044e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124785 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -15560452.000000 Penalty: 3838.494873
	Iteration 177Q: 3 clusters Score -1.556045e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124843 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -15560455.000000 Penalty: 3838.494873
	Iteration 178Q: 3 clusters Score -1.556046e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124892 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -15560425.000000 Penalty: 3838.494873
	Iteration 179Q: 3 clusters Score -1.556042e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124946 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -15560410.000000 Penalty: 3838.494873
	Iteration 180F: 3 clusters Score -1.556041e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124985 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -15560396.000000 Penalty: 3838.494873
	Iteration 181Q: 3 clusters Score -1.55604e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125031 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -15560385.000000 Penalty: 3838.494873
	Iteration 182Q: 3 clusters Score -1.556038e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125073 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -15560375.000000 Penalty: 3838.494873
	Iteration 183Q: 3 clusters Score -1.556038e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125111 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -15560384.000000 Penalty: 3838.494873
	Iteration 184Q: 3 clusters Score -1.556038e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125151 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -15560367.000000 Penalty: 3838.494873
	Iteration 185Q: 3 clusters Score -1.556037e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125196 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -15560338.000000 Penalty: 3838.494873
	Iteration 186Q: 3 clusters Score -1.556034e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125237 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -15560351.000000 Penalty: 3838.494873
	Iteration 187Q: 3 clusters Score -1.556035e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125268 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -15560328.000000 Penalty: 3838.494873
	Iteration 188Q: 3 clusters Score -1.556033e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125294 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -15560323.000000 Penalty: 3838.494873
	Iteration 189Q: 3 clusters Score -1.556032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125313 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -15560327.000000 Penalty: 3838.494873
	Iteration 190Q: 3 clusters Score -1.556033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125332 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -15560322.000000 Penalty: 3838.494873
	Iteration 191Q: 3 clusters Score -1.556032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125350 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -15560336.000000 Penalty: 3838.494873
	Iteration 192Q: 3 clusters Score -1.556034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125370 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -15560331.000000 Penalty: 3838.494873
	Iteration 193Q: 3 clusters Score -1.556033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125392 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -15560360.000000 Penalty: 3838.494873
	Iteration 194Q: 3 clusters Score -1.556036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125410 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -15560365.000000 Penalty: 3838.494873
	Iteration 195Q: 3 clusters Score -1.556036e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125436 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -15560384.000000 Penalty: 3838.494873
	Iteration 196Q: 3 clusters Score -1.556038e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125464 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -15560392.000000 Penalty: 3838.494873
	Iteration 197Q: 3 clusters Score -1.556039e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125489 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -15560373.000000 Penalty: 3838.494873
	Iteration 198Q: 3 clusters Score -1.556037e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125513 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -15560349.000000 Penalty: 3838.494873
	Iteration 199Q: 3 clusters Score -1.556035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125531 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -15560345.000000 Penalty: 3838.494873
	Iteration 200F: 3 clusters Score -1.556034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125551 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -15560336.000000 Penalty: 3838.494873
	Iteration 201Q: 3 clusters Score -1.556034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125576 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -15560325.000000 Penalty: 3838.494873
	Iteration 202Q: 3 clusters Score -1.556032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125597 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -15560328.000000 Penalty: 3838.494873
	Iteration 203Q: 3 clusters Score -1.556033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125613 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -15560340.000000 Penalty: 3838.494873
	Iteration 204Q: 3 clusters Score -1.556034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125631 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -15560348.000000 Penalty: 3838.494873
	Iteration 205Q: 3 clusters Score -1.556035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125649 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -15560350.000000 Penalty: 3838.494873
	Iteration 206Q: 3 clusters Score -1.556035e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125670 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -15560345.000000 Penalty: 3838.494873
	Iteration 207Q: 3 clusters Score -1.556034e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125692 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -15560350.000000 Penalty: 3838.494873
	Iteration 208Q: 3 clusters Score -1.556035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125714 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -15560343.000000 Penalty: 3838.494873
	Iteration 209Q: 3 clusters Score -1.556034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125733 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -15560349.000000 Penalty: 3838.494873
	Iteration 210Q: 3 clusters Score -1.556035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125750 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -15560363.000000 Penalty: 3838.494873
	Iteration 211Q: 3 clusters Score -1.556036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125768 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -15560336.000000 Penalty: 3838.494873
	Iteration 212Q: 3 clusters Score -1.556034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125793 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -15560343.000000 Penalty: 3838.494873
	Iteration 213Q: 3 clusters Score -1.556034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125812 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -15560343.000000 Penalty: 3838.494873
	Iteration 214Q: 3 clusters Score -1.556034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125830 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -15560342.000000 Penalty: 3838.494873
	Iteration 215Q: 3 clusters Score -1.556034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125847 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -15560356.000000 Penalty: 3838.494873
	Iteration 216Q: 3 clusters Score -1.556036e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125873 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -15560354.000000 Penalty: 3838.494873
	Iteration 217Q: 3 clusters Score -1.556035e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125898 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -15560368.000000 Penalty: 3838.494873
	Iteration 218Q: 3 clusters Score -1.556037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125916 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -15560353.000000 Penalty: 3838.494873
	Iteration 219Q: 3 clusters Score -1.556035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125929 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -15560369.000000 Penalty: 3838.494873
	Iteration 220F: 3 clusters Score -1.556037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125940 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -15560371.000000 Penalty: 3838.494873
	Iteration 221Q: 3 clusters Score -1.556037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125955 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -15560375.000000 Penalty: 3838.494873
	Iteration 222Q: 3 clusters Score -1.556038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125967 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -15560346.000000 Penalty: 3838.494873
	Iteration 223Q: 3 clusters Score -1.556035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125978 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -15560347.000000 Penalty: 3838.494873
	Iteration 224Q: 3 clusters Score -1.556035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125991 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -15560352.000000 Penalty: 3838.494873
	Iteration 225Q: 3 clusters Score -1.556035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126001 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -15560341.000000 Penalty: 3838.494873
	Iteration 226Q: 3 clusters Score -1.556034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126012 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -15560351.000000 Penalty: 3838.494873
	Iteration 227Q: 3 clusters Score -1.556035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126023 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -15560340.000000 Penalty: 3838.494873
	Iteration 228Q: 3 clusters Score -1.556034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126036 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -15560346.000000 Penalty: 3838.494873
	Iteration 229Q: 3 clusters Score -1.556035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126047 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -15560351.000000 Penalty: 3838.494873
	Iteration 230Q: 3 clusters Score -1.556035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126055 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -15560356.000000 Penalty: 3838.494873
	Iteration 231Q: 3 clusters Score -1.556036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126064 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -15560350.000000 Penalty: 3838.494873
	Iteration 232Q: 3 clusters Score -1.556035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126069 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -15560371.000000 Penalty: 3838.494873
	Iteration 233Q: 3 clusters Score -1.556037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126078 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -15560374.000000 Penalty: 3838.494873
	Iteration 234Q: 3 clusters Score -1.556037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126088 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -15560371.000000 Penalty: 3838.494873
	Iteration 235Q: 3 clusters Score -1.556037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126100 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -15560384.000000 Penalty: 3838.494873
	Iteration 236Q: 3 clusters Score -1.556038e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126119 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -15560391.000000 Penalty: 3838.494873
	Iteration 237Q: 3 clusters Score -1.556039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126139 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -15560390.000000 Penalty: 3838.494873
	Iteration 238Q: 3 clusters Score -1.556039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126157 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -15560381.000000 Penalty: 3838.494873
	Iteration 239Q: 3 clusters Score -1.556038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126175 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -15560407.000000 Penalty: 3838.494873
	Iteration 240F: 3 clusters Score -1.556041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126187 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -15560401.000000 Penalty: 3838.494873
	Iteration 241Q: 3 clusters Score -1.55604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126200 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -15560388.000000 Penalty: 3838.494873
	Iteration 242Q: 3 clusters Score -1.556039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126212 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -15560372.000000 Penalty: 3838.494873
	Iteration 243Q: 3 clusters Score -1.556037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126224 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -15560362.000000 Penalty: 3838.494873
	Iteration 244Q: 3 clusters Score -1.556036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126244 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -15560352.000000 Penalty: 3838.494873
	Iteration 245Q: 3 clusters Score -1.556035e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126268 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -15560343.000000 Penalty: 3838.494873
	Iteration 246Q: 3 clusters Score -1.556034e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126301 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -15560347.000000 Penalty: 3838.494873
	Iteration 247Q: 3 clusters Score -1.556035e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126340 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -15560337.000000 Penalty: 3838.494873
	Iteration 248Q: 3 clusters Score -1.556034e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126372 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -15560335.000000 Penalty: 3838.494873
	Iteration 249Q: 3 clusters Score -1.556034e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126403 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -15560329.000000 Penalty: 3838.494873
	Iteration 250Q: 3 clusters Score -1.556033e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126432 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -15560309.000000 Penalty: 3838.494873
	Iteration 251Q: 3 clusters Score -1.556031e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126461 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -15560340.000000 Penalty: 3838.494873
	Iteration 252Q: 3 clusters Score -1.556034e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126494 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -15560329.000000 Penalty: 3838.494873
	Iteration 253Q: 3 clusters Score -1.556033e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126520 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -15560333.000000 Penalty: 3838.494873
	Iteration 254Q: 3 clusters Score -1.556033e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126544 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -15560333.000000 Penalty: 3838.494873
	Iteration 255Q: 3 clusters Score -1.556033e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126570 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -15560334.000000 Penalty: 3838.494873
	Iteration 256Q: 3 clusters Score -1.556033e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126598 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -15560332.000000 Penalty: 3838.494873
	Iteration 257Q: 3 clusters Score -1.556033e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126630 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -15560347.000000 Penalty: 3838.494873
	Iteration 258Q: 3 clusters Score -1.556035e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126658 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -15560334.000000 Penalty: 3838.494873
	Iteration 259Q: 3 clusters Score -1.556033e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126685 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -15560337.000000 Penalty: 3838.494873
	Iteration 260F: 3 clusters Score -1.556034e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126721 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -15560339.000000 Penalty: 3838.494873
	Iteration 261Q: 3 clusters Score -1.556034e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126755 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -15560342.000000 Penalty: 3838.494873
	Iteration 262Q: 3 clusters Score -1.556034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126797 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -15560328.000000 Penalty: 3838.494873
	Iteration 263Q: 3 clusters Score -1.556033e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126831 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -15560325.000000 Penalty: 3838.494873
	Iteration 264Q: 3 clusters Score -1.556032e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126873 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -15560323.000000 Penalty: 3838.494873
	Iteration 265Q: 3 clusters Score -1.556032e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126908 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -15560350.000000 Penalty: 3838.494873
	Iteration 266Q: 3 clusters Score -1.556035e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126941 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -15560338.000000 Penalty: 3838.494873
	Iteration 267Q: 3 clusters Score -1.556034e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126978 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -15560341.000000 Penalty: 3838.494873
	Iteration 268Q: 3 clusters Score -1.556034e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127018 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -15560316.000000 Penalty: 3838.494873
	Iteration 269Q: 3 clusters Score -1.556032e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127064 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -15560282.000000 Penalty: 3838.494873
	Iteration 270Q: 3 clusters Score -1.556028e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127110 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -15560274.000000 Penalty: 3838.494873
	Iteration 271Q: 3 clusters Score -1.556027e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127148 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -15560272.000000 Penalty: 3838.494873
	Iteration 272Q: 3 clusters Score -1.556027e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127175 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -15560260.000000 Penalty: 3838.494873
	Iteration 273Q: 3 clusters Score -1.556026e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127203 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -15560267.000000 Penalty: 3838.494873
	Iteration 274Q: 3 clusters Score -1.556027e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127228 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -15560272.000000 Penalty: 3838.494873
	Iteration 275Q: 3 clusters Score -1.556027e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127256 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -15560277.000000 Penalty: 3838.494873
	Iteration 276Q: 3 clusters Score -1.556028e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127289 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -15560259.000000 Penalty: 3838.494873
	Iteration 277Q: 3 clusters Score -1.556026e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127318 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -15560261.000000 Penalty: 3838.494873
	Iteration 278Q: 3 clusters Score -1.556026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127343 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -15560263.000000 Penalty: 3838.494873
	Iteration 279Q: 3 clusters Score -1.556026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127363 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -15560252.000000 Penalty: 3838.494873
	Iteration 280F: 3 clusters Score -1.556025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127382 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -15560252.000000 Penalty: 3838.494873
	Iteration 281Q: 3 clusters Score -1.556025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127402 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -15560257.000000 Penalty: 3838.494873
	Iteration 282Q: 3 clusters Score -1.556026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127421 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -15560261.000000 Penalty: 3838.494873
	Iteration 283Q: 3 clusters Score -1.556026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127446 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -15560264.000000 Penalty: 3838.494873
	Iteration 284Q: 3 clusters Score -1.556026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127468 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -15560256.000000 Penalty: 3838.494873
	Iteration 285Q: 3 clusters Score -1.556026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127493 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -15560254.000000 Penalty: 3838.494873
	Iteration 286Q: 3 clusters Score -1.556025e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127515 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -15560257.000000 Penalty: 3838.494873
	Iteration 287Q: 3 clusters Score -1.556026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127537 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -15560234.000000 Penalty: 3838.494873
	Iteration 288Q: 3 clusters Score -1.556023e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127554 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -15560247.000000 Penalty: 3838.494873
	Iteration 289Q: 3 clusters Score -1.556025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127573 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -15560234.000000 Penalty: 3838.494873
	Iteration 290Q: 3 clusters Score -1.556023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127589 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -15560237.000000 Penalty: 3838.494873
	Iteration 291Q: 3 clusters Score -1.556024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127606 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -15560223.000000 Penalty: 3838.494873
	Iteration 292Q: 3 clusters Score -1.556022e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127624 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -15560219.000000 Penalty: 3838.494873
	Iteration 293Q: 3 clusters Score -1.556022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127634 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -15560217.000000 Penalty: 3838.494873
	Iteration 294Q: 3 clusters Score -1.556022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127649 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -15560216.000000 Penalty: 3838.494873
	Iteration 295Q: 3 clusters Score -1.556022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127663 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -15560227.000000 Penalty: 3838.494873
	Iteration 296Q: 3 clusters Score -1.556023e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127680 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -15560230.000000 Penalty: 3838.494873
	Iteration 297Q: 3 clusters Score -1.556023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127696 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -15560203.000000 Penalty: 3838.494873
	Iteration 298Q: 3 clusters Score -1.55602e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127713 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -15560204.000000 Penalty: 3838.494873
	Iteration 299Q: 3 clusters Score -1.55602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127724 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -15560189.000000 Penalty: 3838.494873
	Iteration 300F: 3 clusters Score -1.556019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127737 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -15560187.000000 Penalty: 3838.494873
	Iteration 301Q: 3 clusters Score -1.556019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127748 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -15560183.000000 Penalty: 3838.494873
	Iteration 302Q: 3 clusters Score -1.556018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127758 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -15560181.000000 Penalty: 3838.494873
	Iteration 303Q: 3 clusters Score -1.556018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127765 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -15560185.000000 Penalty: 3838.494873
	Iteration 304Q: 3 clusters Score -1.556018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127773 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -15560172.000000 Penalty: 3838.494873
	Iteration 305Q: 3 clusters Score -1.556017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127778 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -15560167.000000 Penalty: 3838.494873
	Iteration 306Q: 3 clusters Score -1.556017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127788 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -15560163.000000 Penalty: 3838.494873
	Iteration 307Q: 3 clusters Score -1.556016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127804 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -15560175.000000 Penalty: 3838.494873
	Iteration 308Q: 3 clusters Score -1.556018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127822 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -15560188.000000 Penalty: 3838.494873
	Iteration 309Q: 3 clusters Score -1.556019e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127848 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -15560187.000000 Penalty: 3838.494873
	Iteration 310Q: 3 clusters Score -1.556019e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127870 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -15560189.000000 Penalty: 3838.494873
	Iteration 311Q: 3 clusters Score -1.556019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127885 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -15560194.000000 Penalty: 3838.494873
	Iteration 312Q: 3 clusters Score -1.556019e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127907 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -15560203.000000 Penalty: 3838.494873
	Iteration 313Q: 3 clusters Score -1.55602e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127930 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -15560195.000000 Penalty: 3838.494873
	Iteration 314Q: 3 clusters Score -1.55602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127946 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -15560203.000000 Penalty: 3838.494873
	Iteration 315Q: 3 clusters Score -1.55602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127962 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -15560186.000000 Penalty: 3838.494873
	Iteration 316Q: 3 clusters Score -1.556019e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127986 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -15560203.000000 Penalty: 3838.494873
	Iteration 317Q: 3 clusters Score -1.55602e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128008 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -15560197.000000 Penalty: 3838.494873
	Iteration 318Q: 3 clusters Score -1.55602e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128029 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -15560200.000000 Penalty: 3838.494873
	Iteration 319Q: 3 clusters Score -1.55602e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128052 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -15560208.000000 Penalty: 3838.494873
	Iteration 320F: 3 clusters Score -1.556021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128069 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -15560214.000000 Penalty: 3838.494873
	Iteration 321Q: 3 clusters Score -1.556021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128096 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -15560208.000000 Penalty: 3838.494873
	Iteration 322Q: 3 clusters Score -1.556021e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128124 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -15560180.000000 Penalty: 3838.494873
	Iteration 323Q: 3 clusters Score -1.556018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128139 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -15560183.000000 Penalty: 3838.494873
	Iteration 324Q: 3 clusters Score -1.556018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128158 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -15560169.000000 Penalty: 3838.494873
	Iteration 325Q: 3 clusters Score -1.556017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128171 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -15560187.000000 Penalty: 3838.494873
	Iteration 326Q: 3 clusters Score -1.556019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128184 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -15560170.000000 Penalty: 3838.494873
	Iteration 327Q: 3 clusters Score -1.556017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128196 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -15560154.000000 Penalty: 3838.494873
	Iteration 328Q: 3 clusters Score -1.556015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128207 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -15560158.000000 Penalty: 3838.494873
	Iteration 329Q: 3 clusters Score -1.556016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128214 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -15560154.000000 Penalty: 3838.494873
	Iteration 330Q: 3 clusters Score -1.556015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128224 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -15560145.000000 Penalty: 3838.494873
	Iteration 331Q: 3 clusters Score -1.556014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128234 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -15560146.000000 Penalty: 3838.494873
	Iteration 332Q: 3 clusters Score -1.556015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128244 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -15560149.000000 Penalty: 3838.494873
	Iteration 333Q: 3 clusters Score -1.556015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128253 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -15560148.000000 Penalty: 3838.494873
	Iteration 334Q: 3 clusters Score -1.556015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128261 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -15560148.000000 Penalty: 3838.494873
	Iteration 335Q: 3 clusters Score -1.556015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128268 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -15560137.000000 Penalty: 3838.494873
	Iteration 336Q: 3 clusters Score -1.556014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128274 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -15560141.000000 Penalty: 3838.494873
	Iteration 337Q: 3 clusters Score -1.556014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128277 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -15560147.000000 Penalty: 3838.494873
	Iteration 338Q: 3 clusters Score -1.556015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128280 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -15560139.000000 Penalty: 3838.494873
	Iteration 339Q: 3 clusters Score -1.556014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128284 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -15560147.000000 Penalty: 3838.494873
	Iteration 340F: 3 clusters Score -1.556015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128291 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -15560136.000000 Penalty: 3838.494873
	Iteration 341Q: 3 clusters Score -1.556014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128295 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -15560135.000000 Penalty: 3838.494873
	Iteration 342Q: 3 clusters Score -1.556014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128299 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -15560136.000000 Penalty: 3838.494873
	Iteration 343Q: 3 clusters Score -1.556014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128301 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -15560140.000000 Penalty: 3838.494873
	Iteration 344Q: 3 clusters Score -1.556014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128304 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -15560132.000000 Penalty: 3838.494873
	Iteration 345Q: 3 clusters Score -1.556013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128308 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -15560136.000000 Penalty: 3838.494873
	Iteration 346Q: 3 clusters Score -1.556014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128312 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -15560139.000000 Penalty: 3838.494873
	Iteration 347Q: 3 clusters Score -1.556014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128315 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -15560140.000000 Penalty: 3838.494873
	Iteration 348Q: 3 clusters Score -1.556014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128317 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -15560134.000000 Penalty: 3838.494873
	Iteration 349Q: 3 clusters Score -1.556013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128320 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -15560129.000000 Penalty: 3838.494873
	Iteration 350Q: 3 clusters Score -1.556013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128326 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -15560132.000000 Penalty: 3838.494873
	Iteration 351Q: 3 clusters Score -1.556013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128333 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -15560135.000000 Penalty: 3838.494873
	Iteration 352Q: 3 clusters Score -1.556014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128343 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -15560141.000000 Penalty: 3838.494873
	Iteration 353Q: 3 clusters Score -1.556014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128349 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -15560158.000000 Penalty: 3838.494873
	Iteration 354Q: 3 clusters Score -1.556016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128357 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -15560147.000000 Penalty: 3838.494873
	Iteration 355Q: 3 clusters Score -1.556015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128363 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -15560147.000000 Penalty: 3838.494873
	Iteration 356Q: 3 clusters Score -1.556015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128371 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -15560144.000000 Penalty: 3838.494873
	Iteration 357Q: 3 clusters Score -1.556014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128380 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -15560157.000000 Penalty: 3838.494873
	Iteration 358Q: 3 clusters Score -1.556016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128390 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -15560154.000000 Penalty: 3838.494873
	Iteration 359Q: 3 clusters Score -1.556015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128397 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -15560157.000000 Penalty: 3838.494873
	Iteration 360F: 3 clusters Score -1.556016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128402 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -15560150.000000 Penalty: 3838.494873
	Iteration 361Q: 3 clusters Score -1.556015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128405 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -15560147.000000 Penalty: 3838.494873
	Iteration 362Q: 3 clusters Score -1.556015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128408 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -15560142.000000 Penalty: 3838.494873
	Iteration 363Q: 3 clusters Score -1.556014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128412 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -15560141.000000 Penalty: 3838.494873
	Iteration 364Q: 3 clusters Score -1.556014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128418 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -15560142.000000 Penalty: 3838.494873
	Iteration 365Q: 3 clusters Score -1.556014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128427 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -15560152.000000 Penalty: 3838.494873
	Iteration 366Q: 3 clusters Score -1.556015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128433 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -15560147.000000 Penalty: 3838.494873
	Iteration 367Q: 3 clusters Score -1.556015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128435 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -15560147.000000 Penalty: 3838.494873
	Iteration 368Q: 3 clusters Score -1.556015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128437 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -15560140.000000 Penalty: 3838.494873
	Iteration 369Q: 3 clusters Score -1.556014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128438 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -15560143.000000 Penalty: 3838.494873
	Iteration 370Q: 3 clusters Score -1.556014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128439 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -15560143.000000 Penalty: 3838.494873
	Iteration 371Q: 3 clusters Score -1.556014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128440 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -15560142.000000 Penalty: 3838.494873
	Iteration 372Q: 3 clusters Score -1.556014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128442 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -15560148.000000 Penalty: 3838.494873
	Iteration 373Q: 3 clusters Score -1.556015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128444 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -15560146.000000 Penalty: 3838.494873
	Iteration 374Q: 3 clusters Score -1.556015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128449 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -15560140.000000 Penalty: 3838.494873
	Iteration 375Q: 3 clusters Score -1.556014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128453 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -15560142.000000 Penalty: 3838.494873
	Iteration 376Q: 3 clusters Score -1.556014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128454 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -15560138.000000 Penalty: 3838.494873
	Iteration 377Q: 3 clusters Score -1.556014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128454 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -15560138.000000 Penalty: 3838.494873
	Iteration 378F: 3 clusters Score -1.556014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Entering Unmasked Estep 
Score: -1021197.062500 Penalty: 1477.213257
	Iteration 0F: 2 clusters Score -1021197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1014792.625000 Penalty: 2954.426514
	Iteration 0F: 3 clusters Score -1014793 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1016962.500000 Penalty: 2954.426514
	Iteration 1F: 3 clusters Score -1016962 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1017289.687500 Penalty: 2954.426514
	Iteration 2F: 3 clusters Score -1017290 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1017715.437500 Penalty: 2954.426514
	Iteration 3F: 3 clusters Score -1017715 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1018298.875000 Penalty: 2954.426514
	Iteration 4F: 3 clusters Score -1018299 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1019106.687500 Penalty: 2954.426514
	Iteration 5F: 3 clusters Score -1019107 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1020116.562500 Penalty: 2954.426514
	Iteration 6F: 3 clusters Score -1020117 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1021022.187500 Penalty: 2954.426514
	Iteration 7F: 3 clusters Score -1021022 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1021601.812500 Penalty: 2954.426514
	Iteration 8F: 3 clusters Score -1021602 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1021851.375000 Penalty: 2954.426514
	Iteration 9Q: 3 clusters Score -1021851 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1021977.750000 Penalty: 2954.426514
	Iteration 10Q: 3 clusters Score -1021978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1022034.937500 Penalty: 2954.426514
	Iteration 11Q: 3 clusters Score -1022035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1022065.625000 Penalty: 2954.426514
	Iteration 12Q: 3 clusters Score -1022066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1022082.812500 Penalty: 2954.426514
	Iteration 13Q: 3 clusters Score -1022083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1022091.000000 Penalty: 2954.426514
	Iteration 14Q: 3 clusters Score -1022091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1022094.062500 Penalty: 2954.426514
	Iteration 15Q: 3 clusters Score -1022094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1022095.500000 Penalty: 2954.426514
	Iteration 16Q: 3 clusters Score -1022096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1022097.812500 Penalty: 2954.426514
	Iteration 17Q: 3 clusters Score -1022098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1022097.812500 Penalty: 2954.426514
	Iteration 18F: 3 clusters Score -1022098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4160 members 
Mstep: Class 3 contains 7650 members 
Mstep: Class 4 contains 13529 members 
Mstep: Class 5 contains 9781 members 
Mstep: Class 6 contains 46668 members 
Mstep: Class 7 contains 137745 members 
Mstep: Class 8 contains 38688 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 10 contains 16202 members 
Mstep: Class 11 contains 3029 members 
Mstep: Class 12 contains 96267 members 
Mstep: Class 13 contains 134693 members 
Mstep: Class 14 contains 327 members 
Mstep: Class 15 contains 17875 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 153718 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 86943 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 118793 members 
Mstep: Class 22 contains 8544 members 
Entering Unmasked Estep 
Score: -102091904.000000 Penalty: 49056.292969
Splitting cluster 14 changes total score from -102091896.000000 to -102091904.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (17875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Entering Unmasked Estep 
Score: -2067690.625000 Penalty: 1591.063232
	Iteration 0F: 2 clusters Score -2067691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2055478.375000 Penalty: 3182.126465
	Iteration 0F: 3 clusters Score -2055478 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2059887.375000 Penalty: 3182.126465
	Iteration 1F: 3 clusters Score -2059887 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2060187.375000 Penalty: 3182.126465
	Iteration 2Q: 3 clusters Score -2060187 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2060490.250000 Penalty: 3182.126465
	Iteration 3Q: 3 clusters Score -2060490 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2060783.500000 Penalty: 3182.126465
	Iteration 4Q: 3 clusters Score -2060784 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2061116.625000 Penalty: 3182.126465
	Iteration 5Q: 3 clusters Score -2061117 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2061481.625000 Penalty: 3182.126465
	Iteration 6Q: 3 clusters Score -2061482 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2061901.125000 Penalty: 3182.126465
	Iteration 7Q: 3 clusters Score -2061901 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2062376.875000 Penalty: 3182.126465
	Iteration 8Q: 3 clusters Score -2062377 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2062924.000000 Penalty: 3182.126465
	Iteration 9Q: 3 clusters Score -2062924 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2063520.000000 Penalty: 3182.126465
	Iteration 10Q: 3 clusters Score -2063520 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2064105.375000 Penalty: 3182.126465
	Iteration 11Q: 3 clusters Score -2064105 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2064587.750000 Penalty: 3182.126465
	Iteration 12Q: 3 clusters Score -2064588 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2064931.500000 Penalty: 3182.126465
	Iteration 13Q: 3 clusters Score -2064932 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2065171.125000 Penalty: 3182.126465
	Iteration 14Q: 3 clusters Score -2065171 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2065362.125000 Penalty: 3182.126465
	Iteration 15Q: 3 clusters Score -2065362 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2065506.750000 Penalty: 3182.126465
	Iteration 16Q: 3 clusters Score -2065507 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2065621.250000 Penalty: 3182.126465
	Iteration 17Q: 3 clusters Score -2065621 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2065691.750000 Penalty: 3182.126465
	Iteration 18Q: 3 clusters Score -2065692 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2065754.000000 Penalty: 3182.126465
	Iteration 19Q: 3 clusters Score -2065754 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2065829.375000 Penalty: 3182.126465
	Iteration 20F: 3 clusters Score -2065829 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2065913.375000 Penalty: 3182.126465
	Iteration 21Q: 3 clusters Score -2065913 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2065980.875000 Penalty: 3182.126465
	Iteration 22Q: 3 clusters Score -2065981 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2066048.500000 Penalty: 3182.126465
	Iteration 23Q: 3 clusters Score -2066048 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2066112.625000 Penalty: 3182.126465
	Iteration 24Q: 3 clusters Score -2066113 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2066158.500000 Penalty: 3182.126465
	Iteration 25Q: 3 clusters Score -2066158 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2066198.375000 Penalty: 3182.126465
	Iteration 26Q: 3 clusters Score -2066198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2066226.750000 Penalty: 3182.126465
	Iteration 27Q: 3 clusters Score -2066227 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2066254.750000 Penalty: 3182.126465
	Iteration 28Q: 3 clusters Score -2066255 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2066270.625000 Penalty: 3182.126465
	Iteration 29Q: 3 clusters Score -2066271 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2066284.875000 Penalty: 3182.126465
	Iteration 30Q: 3 clusters Score -2066285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2066297.375000 Penalty: 3182.126465
	Iteration 31Q: 3 clusters Score -2066297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2066308.375000 Penalty: 3182.126465
	Iteration 32Q: 3 clusters Score -2066308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2066321.500000 Penalty: 3182.126465
	Iteration 33Q: 3 clusters Score -2066322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2066339.625000 Penalty: 3182.126465
	Iteration 34Q: 3 clusters Score -2066340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2066353.875000 Penalty: 3182.126465
	Iteration 35Q: 3 clusters Score -2066354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2066360.000000 Penalty: 3182.126465
	Iteration 36Q: 3 clusters Score -2066360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2066366.375000 Penalty: 3182.126465
	Iteration 37Q: 3 clusters Score -2066366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2066370.875000 Penalty: 3182.126465
	Iteration 38Q: 3 clusters Score -2066371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2066377.875000 Penalty: 3182.126465
	Iteration 39Q: 3 clusters Score -2066378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2066377.500000 Penalty: 3182.126465
	Iteration 40F: 3 clusters Score -2066378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2066384.875000 Penalty: 3182.126465
	Iteration 41Q: 3 clusters Score -2066385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2066385.750000 Penalty: 3182.126465
	Iteration 42Q: 3 clusters Score -2066386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2066391.125000 Penalty: 3182.126465
	Iteration 43Q: 3 clusters Score -2066391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2066392.500000 Penalty: 3182.126465
	Iteration 44Q: 3 clusters Score -2066392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2066392.375000 Penalty: 3182.126465
	Iteration 45Q: 3 clusters Score -2066392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2066393.875000 Penalty: 3182.126465
	Iteration 46Q: 3 clusters Score -2066394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2066397.500000 Penalty: 3182.126465
	Iteration 47Q: 3 clusters Score -2066398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2066401.625000 Penalty: 3182.126465
	Iteration 48Q: 3 clusters Score -2066402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2066402.250000 Penalty: 3182.126465
	Iteration 49Q: 3 clusters Score -2066402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2066402.125000 Penalty: 3182.126465
	Iteration 50Q: 3 clusters Score -2066402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2066402.125000 Penalty: 3182.126465
	Iteration 51F: 3 clusters Score -2066402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Entering Unmasked Estep 
Score: -426430.593750 Penalty: 1337.641846
	Iteration 0F: 2 clusters Score -426430.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -423251.218750 Penalty: 2675.283691
	Iteration 0F: 3 clusters Score -423251.2 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -424136.218750 Penalty: 2675.283691
	Iteration 1F: 3 clusters Score -424136.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -424310.593750 Penalty: 2675.283691
	Iteration 2F: 3 clusters Score -424310.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -424448.218750 Penalty: 2675.283691
	Iteration 3F: 3 clusters Score -424448.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -424578.593750 Penalty: 2675.283691
	Iteration 4Q: 3 clusters Score -424578.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -424728.812500 Penalty: 2675.283691
	Iteration 5Q: 3 clusters Score -424728.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -424876.093750 Penalty: 2675.283691
	Iteration 6F: 3 clusters Score -424876.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -424986.031250 Penalty: 2675.283691
	Iteration 7Q: 3 clusters Score -424986 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -425090.187500 Penalty: 2675.283691
	Iteration 8Q: 3 clusters Score -425090.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -425173.781250 Penalty: 2675.283691
	Iteration 9Q: 3 clusters Score -425173.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -425250.562500 Penalty: 2675.283691
	Iteration 10Q: 3 clusters Score -425250.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -425339.375000 Penalty: 2675.283691
	Iteration 11Q: 3 clusters Score -425339.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -425414.687500 Penalty: 2675.283691
	Iteration 12Q: 3 clusters Score -425414.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -425450.875000 Penalty: 2675.283691
	Iteration 13Q: 3 clusters Score -425450.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -425473.875000 Penalty: 2675.283691
	Iteration 14Q: 3 clusters Score -425473.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -425491.531250 Penalty: 2675.283691
	Iteration 15Q: 3 clusters Score -425491.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -425504.062500 Penalty: 2675.283691
	Iteration 16Q: 3 clusters Score -425504.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -425514.156250 Penalty: 2675.283691
	Iteration 17Q: 3 clusters Score -425514.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -425522.781250 Penalty: 2675.283691
	Iteration 18Q: 3 clusters Score -425522.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -425526.593750 Penalty: 2675.283691
	Iteration 19Q: 3 clusters Score -425526.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -425530.875000 Penalty: 2675.283691
	Iteration 20F: 3 clusters Score -425530.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -425538.531250 Penalty: 2675.283691
	Iteration 21Q: 3 clusters Score -425538.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -425541.781250 Penalty: 2675.283691
	Iteration 22Q: 3 clusters Score -425541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -425542.843750 Penalty: 2675.283691
	Iteration 23Q: 3 clusters Score -425542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -425545.406250 Penalty: 2675.283691
	Iteration 24Q: 3 clusters Score -425545.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -425547.062500 Penalty: 2675.283691
	Iteration 25Q: 3 clusters Score -425547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -425548.500000 Penalty: 2675.283691
	Iteration 26Q: 3 clusters Score -425548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -425550.906250 Penalty: 2675.283691
	Iteration 27Q: 3 clusters Score -425550.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -425551.125000 Penalty: 2675.283691
	Iteration 28Q: 3 clusters Score -425551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -425555.468750 Penalty: 2675.283691
	Iteration 29Q: 3 clusters Score -425555.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -425555.687500 Penalty: 2675.283691
	Iteration 30Q: 3 clusters Score -425555.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -425555.687500 Penalty: 2675.283691
	Iteration 31F: 3 clusters Score -425555.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (153718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153718 members 
Entering Unmasked Estep 
Score: -17429606.000000 Penalty: 1940.717163
	Iteration 0F: 2 clusters Score -1.742961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 77123 members 
Entering Unmasked Estep 
Score: -17328352.000000 Penalty: 3881.434326
	Iteration 0F: 3 clusters Score -1.732835e+07 nChanged 74227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -17371618.000000 Penalty: 3881.434326
	Iteration 1F: 3 clusters Score -1.737162e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -17372524.000000 Penalty: 3881.434326
	Iteration 2Q: 3 clusters Score -1.737252e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68200 members 
Mstep: Class 2 contains 85518 members 
Entering Unmasked Estep 
Score: -17373748.000000 Penalty: 3881.434326
	Iteration 3Q: 3 clusters Score -1.737375e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -17376046.000000 Penalty: 3881.434326
	Iteration 4Q: 3 clusters Score -1.737605e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 98292 members 
Entering Unmasked Estep 
Score: -17380116.000000 Penalty: 3881.434326
	Iteration 5F: 3 clusters Score -1.738012e+07 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 108633 members 
Entering Unmasked Estep 
Score: -17387242.000000 Penalty: 3881.434326
	Iteration 6F: 3 clusters Score -1.738724e+07 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 121306 members 
Entering Unmasked Estep 
Score: -17398152.000000 Penalty: 3881.434326
	Iteration 7F: 3 clusters Score -1.739815e+07 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 133589 members 
Entering Unmasked Estep 
Score: -17409704.000000 Penalty: 3881.434326
	Iteration 8F: 3 clusters Score -1.74097e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 142374 members 
Entering Unmasked Estep 
Score: -17418138.000000 Penalty: 3881.434326
	Iteration 9F: 3 clusters Score -1.741814e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 147357 members 
Entering Unmasked Estep 
Score: -17422718.000000 Penalty: 3881.434326
	Iteration 10Q: 3 clusters Score -1.742272e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 150099 members 
Entering Unmasked Estep 
Score: -17425288.000000 Penalty: 3881.434326
	Iteration 11Q: 3 clusters Score -1.742529e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 151521 members 
Entering Unmasked Estep 
Score: -17426542.000000 Penalty: 3881.434326
	Iteration 12Q: 3 clusters Score -1.742654e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 152274 members 
Entering Unmasked Estep 
Score: -17427094.000000 Penalty: 3881.434326
	Iteration 13Q: 3 clusters Score -1.742709e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 152659 members 
Entering Unmasked Estep 
Score: -17427386.000000 Penalty: 3881.434326
	Iteration 14Q: 3 clusters Score -1.742739e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 152888 members 
Entering Unmasked Estep 
Score: -17427560.000000 Penalty: 3881.434326
	Iteration 15Q: 3 clusters Score -1.742756e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 153022 members 
Entering Unmasked Estep 
Score: -17427656.000000 Penalty: 3881.434326
	Iteration 16Q: 3 clusters Score -1.742766e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 153113 members 
Entering Unmasked Estep 
Score: -17427736.000000 Penalty: 3881.434326
	Iteration 17Q: 3 clusters Score -1.742774e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 153164 members 
Entering Unmasked Estep 
Score: -17427800.000000 Penalty: 3881.434326
	Iteration 18Q: 3 clusters Score -1.74278e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 153210 members 
Entering Unmasked Estep 
Score: -17427814.000000 Penalty: 3881.434326
	Iteration 19Q: 3 clusters Score -1.742781e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 153238 members 
Entering Unmasked Estep 
Score: -17427830.000000 Penalty: 3881.434326
	Iteration 20F: 3 clusters Score -1.742783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 153253 members 
Entering Unmasked Estep 
Score: -17427842.000000 Penalty: 3881.434326
	Iteration 21Q: 3 clusters Score -1.742784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 153268 members 
Entering Unmasked Estep 
Score: -17427872.000000 Penalty: 3881.434326
	Iteration 22Q: 3 clusters Score -1.742787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 153271 members 
Entering Unmasked Estep 
Score: -17427864.000000 Penalty: 3881.434326
	Iteration 23Q: 3 clusters Score -1.742786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 153278 members 
Entering Unmasked Estep 
Score: -17427870.000000 Penalty: 3881.434326
	Iteration 24Q: 3 clusters Score -1.742787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 153284 members 
Entering Unmasked Estep 
Score: -17427862.000000 Penalty: 3881.434326
	Iteration 25Q: 3 clusters Score -1.742786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 153286 members 
Entering Unmasked Estep 
Score: -17427862.000000 Penalty: 3881.434326
	Iteration 26Q: 3 clusters Score -1.742786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 153291 members 
Entering Unmasked Estep 
Score: -17427858.000000 Penalty: 3881.434326
	Iteration 27Q: 3 clusters Score -1.742786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 153292 members 
Entering Unmasked Estep 
Score: -17427864.000000 Penalty: 3881.434326
	Iteration 28Q: 3 clusters Score -1.742786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 153295 members 
Entering Unmasked Estep 
Score: -17427882.000000 Penalty: 3881.434326
	Iteration 29Q: 3 clusters Score -1.742788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 153295 members 
Entering Unmasked Estep 
Score: -17427894.000000 Penalty: 3881.434326
	Iteration 30Q: 3 clusters Score -1.742789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 153296 members 
Entering Unmasked Estep 
Score: -17427894.000000 Penalty: 3881.434326
	Iteration 31Q: 3 clusters Score -1.742789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 153296 members 
Entering Unmasked Estep 
Score: -17427894.000000 Penalty: 3881.434326
	Iteration 32F: 3 clusters Score -1.742789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -369615.812500 Penalty: 1311.013550
	Iteration 0F: 2 clusters Score -369615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -366734.343750 Penalty: 2622.027100
	Iteration 0F: 3 clusters Score -366734.3 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -367460.031250 Penalty: 2622.027100
	Iteration 1F: 3 clusters Score -367460 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -367621.343750 Penalty: 2622.027100
	Iteration 2F: 3 clusters Score -367621.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -367726.718750 Penalty: 2622.027100
	Iteration 3F: 3 clusters Score -367726.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -367790.781250 Penalty: 2622.027100
	Iteration 4Q: 3 clusters Score -367790.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -367840.437500 Penalty: 2622.027100
	Iteration 5Q: 3 clusters Score -367840.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -367870.875000 Penalty: 2622.027100
	Iteration 6Q: 3 clusters Score -367870.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -367887.968750 Penalty: 2622.027100
	Iteration 7Q: 3 clusters Score -367888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -367898.937500 Penalty: 2622.027100
	Iteration 8Q: 3 clusters Score -367898.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -367906.812500 Penalty: 2622.027100
	Iteration 9Q: 3 clusters Score -367906.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -367913.343750 Penalty: 2622.027100
	Iteration 10Q: 3 clusters Score -367913.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -367923.031250 Penalty: 2622.027100
	Iteration 11Q: 3 clusters Score -367923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -367931.281250 Penalty: 2622.027100
	Iteration 12Q: 3 clusters Score -367931.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -367935.625000 Penalty: 2622.027100
	Iteration 13Q: 3 clusters Score -367935.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -367940.062500 Penalty: 2622.027100
	Iteration 14Q: 3 clusters Score -367940.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -367945.968750 Penalty: 2622.027100
	Iteration 15Q: 3 clusters Score -367946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -367951.437500 Penalty: 2622.027100
	Iteration 16Q: 3 clusters Score -367951.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -367954.031250 Penalty: 2622.027100
	Iteration 17Q: 3 clusters Score -367954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -367956.312500 Penalty: 2622.027100
	Iteration 18Q: 3 clusters Score -367956.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -367958.500000 Penalty: 2622.027100
	Iteration 19Q: 3 clusters Score -367958.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -367960.437500 Penalty: 2622.027100
	Iteration 20F: 3 clusters Score -367960.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -367963.125000 Penalty: 2622.027100
	Iteration 21Q: 3 clusters Score -367963.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -367965.625000 Penalty: 2622.027100
	Iteration 22Q: 3 clusters Score -367965.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -367966.843750 Penalty: 2622.027100
	Iteration 23Q: 3 clusters Score -367966.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -367968.812500 Penalty: 2622.027100
	Iteration 24Q: 3 clusters Score -367968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -367970.218750 Penalty: 2622.027100
	Iteration 25Q: 3 clusters Score -367970.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -367972.937500 Penalty: 2622.027100
	Iteration 26Q: 3 clusters Score -367972.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -367975.031250 Penalty: 2622.027100
	Iteration 27Q: 3 clusters Score -367975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -367976.843750 Penalty: 2622.027100
	Iteration 28Q: 3 clusters Score -367976.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -367981.781250 Penalty: 2622.027100
	Iteration 29Q: 3 clusters Score -367981.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -367986.375000 Penalty: 2622.027100
	Iteration 30Q: 3 clusters Score -367986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -367987.125000 Penalty: 2622.027100
	Iteration 31Q: 3 clusters Score -367987.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -367988.437500 Penalty: 2622.027100
	Iteration 32Q: 3 clusters Score -367988.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -367991.718750 Penalty: 2622.027100
	Iteration 33Q: 3 clusters Score -367991.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -367993.875000 Penalty: 2622.027100
	Iteration 34Q: 3 clusters Score -367993.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -367997.562500 Penalty: 2622.027100
	Iteration 35Q: 3 clusters Score -367997.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -368002.250000 Penalty: 2622.027100
	Iteration 36Q: 3 clusters Score -368002.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -368009.531250 Penalty: 2622.027100
	Iteration 37Q: 3 clusters Score -368009.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -368019.000000 Penalty: 2622.027100
	Iteration 38Q: 3 clusters Score -368019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -368026.968750 Penalty: 2622.027100
	Iteration 39Q: 3 clusters Score -368027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -368033.343750 Penalty: 2622.027100
	Iteration 40F: 3 clusters Score -368033.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -368035.750000 Penalty: 2622.027100
	Iteration 41Q: 3 clusters Score -368035.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -368037.031250 Penalty: 2622.027100
	Iteration 42Q: 3 clusters Score -368037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -368039.843750 Penalty: 2622.027100
	Iteration 43Q: 3 clusters Score -368039.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -368045.031250 Penalty: 2622.027100
	Iteration 44Q: 3 clusters Score -368045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -368049.687500 Penalty: 2622.027100
	Iteration 45Q: 3 clusters Score -368049.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -368058.687500 Penalty: 2622.027100
	Iteration 46Q: 3 clusters Score -368058.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -368064.593750 Penalty: 2622.027100
	Iteration 47Q: 3 clusters Score -368064.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -368070.093750 Penalty: 2622.027100
	Iteration 48Q: 3 clusters Score -368070.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -368074.468750 Penalty: 2622.027100
	Iteration 49Q: 3 clusters Score -368074.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -368080.250000 Penalty: 2622.027100
	Iteration 50Q: 3 clusters Score -368080.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -368084.718750 Penalty: 2622.027100
	Iteration 51Q: 3 clusters Score -368084.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -368092.812500 Penalty: 2622.027100
	Iteration 52Q: 3 clusters Score -368092.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -368095.500000 Penalty: 2622.027100
	Iteration 53Q: 3 clusters Score -368095.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -368100.281250 Penalty: 2622.027100
	Iteration 54Q: 3 clusters Score -368100.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -368106.312500 Penalty: 2622.027100
	Iteration 55Q: 3 clusters Score -368106.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -368116.000000 Penalty: 2622.027100
	Iteration 56Q: 3 clusters Score -368116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -368121.531250 Penalty: 2622.027100
	Iteration 57Q: 3 clusters Score -368121.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -368132.906250 Penalty: 2622.027100
	Iteration 58Q: 3 clusters Score -368132.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -368142.406250 Penalty: 2622.027100
	Iteration 59Q: 3 clusters Score -368142.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -368153.406250 Penalty: 2622.027100
	Iteration 60F: 3 clusters Score -368153.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -368159.437500 Penalty: 2622.027100
	Iteration 61Q: 3 clusters Score -368159.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -368165.031250 Penalty: 2622.027100
	Iteration 62Q: 3 clusters Score -368165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -368174.406250 Penalty: 2622.027100
	Iteration 63Q: 3 clusters Score -368174.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -368183.093750 Penalty: 2622.027100
	Iteration 64Q: 3 clusters Score -368183.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -368193.968750 Penalty: 2622.027100
	Iteration 65Q: 3 clusters Score -368194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -368205.312500 Penalty: 2622.027100
	Iteration 66Q: 3 clusters Score -368205.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -368213.093750 Penalty: 2622.027100
	Iteration 67Q: 3 clusters Score -368213.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -368217.968750 Penalty: 2622.027100
	Iteration 68Q: 3 clusters Score -368218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -368224.343750 Penalty: 2622.027100
	Iteration 69Q: 3 clusters Score -368224.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -368229.062500 Penalty: 2622.027100
	Iteration 70Q: 3 clusters Score -368229.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -368233.531250 Penalty: 2622.027100
	Iteration 71Q: 3 clusters Score -368233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -368235.843750 Penalty: 2622.027100
	Iteration 72Q: 3 clusters Score -368235.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -368241.687500 Penalty: 2622.027100
	Iteration 73Q: 3 clusters Score -368241.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -368247.093750 Penalty: 2622.027100
	Iteration 74Q: 3 clusters Score -368247.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -368251.875000 Penalty: 2622.027100
	Iteration 75Q: 3 clusters Score -368251.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -368256.375000 Penalty: 2622.027100
	Iteration 76Q: 3 clusters Score -368256.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -368261.687500 Penalty: 2622.027100
	Iteration 77Q: 3 clusters Score -368261.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -368270.906250 Penalty: 2622.027100
	Iteration 78Q: 3 clusters Score -368270.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -368282.250000 Penalty: 2622.027100
	Iteration 79Q: 3 clusters Score -368282.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -368286.281250 Penalty: 2622.027100
	Iteration 80F: 3 clusters Score -368286.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -368294.218750 Penalty: 2622.027100
	Iteration 81Q: 3 clusters Score -368294.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -368302.093750 Penalty: 2622.027100
	Iteration 82Q: 3 clusters Score -368302.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -368307.437500 Penalty: 2622.027100
	Iteration 83Q: 3 clusters Score -368307.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -368314.187500 Penalty: 2622.027100
	Iteration 84Q: 3 clusters Score -368314.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -368322.031250 Penalty: 2622.027100
	Iteration 85Q: 3 clusters Score -368322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -368327.187500 Penalty: 2622.027100
	Iteration 86Q: 3 clusters Score -368327.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -368329.625000 Penalty: 2622.027100
	Iteration 87Q: 3 clusters Score -368329.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -368332.968750 Penalty: 2622.027100
	Iteration 88Q: 3 clusters Score -368333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -368334.406250 Penalty: 2622.027100
	Iteration 89Q: 3 clusters Score -368334.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -368335.406250 Penalty: 2622.027100
	Iteration 90Q: 3 clusters Score -368335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -368335.875000 Penalty: 2622.027100
	Iteration 91Q: 3 clusters Score -368335.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -368335.875000 Penalty: 2622.027100
	Iteration 92F: 3 clusters Score -368335.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86943 members 
Entering Unmasked Estep 
Score: -10169029.000000 Penalty: 1848.113770
	Iteration 0F: 2 clusters Score -1.016903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -10111915.000000 Penalty: 3696.227539
	Iteration 0F: 3 clusters Score -1.011192e+07 nChanged 41584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -10135958.000000 Penalty: 3696.227539
	Iteration 1F: 3 clusters Score -1.013596e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -10136530.000000 Penalty: 3696.227539
	Iteration 2Q: 3 clusters Score -1.013653e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -10137304.000000 Penalty: 3696.227539
	Iteration 3Q: 3 clusters Score -1.01373e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -10138463.000000 Penalty: 3696.227539
	Iteration 4Q: 3 clusters Score -1.013846e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -10140457.000000 Penalty: 3696.227539
	Iteration 5Q: 3 clusters Score -1.014046e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -10144011.000000 Penalty: 3696.227539
	Iteration 6F: 3 clusters Score -1.014401e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -10149883.000000 Penalty: 3696.227539
	Iteration 7F: 3 clusters Score -1.014988e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 75408 members 
Entering Unmasked Estep 
Score: -10157255.000000 Penalty: 3696.227539
	Iteration 8F: 3 clusters Score -1.015726e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -10163067.000000 Penalty: 3696.227539
	Iteration 9F: 3 clusters Score -1.016307e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 84972 members 
Entering Unmasked Estep 
Score: -10165854.000000 Penalty: 3696.227539
	Iteration 10Q: 3 clusters Score -1.016585e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -10166855.000000 Penalty: 3696.227539
	Iteration 11Q: 3 clusters Score -1.016686e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -10167160.000000 Penalty: 3696.227539
	Iteration 12Q: 3 clusters Score -1.016716e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -10167300.000000 Penalty: 3696.227539
	Iteration 13Q: 3 clusters Score -1.01673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -10167351.000000 Penalty: 3696.227539
	Iteration 14Q: 3 clusters Score -1.016735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 86761 members 
Entering Unmasked Estep 
Score: -10167377.000000 Penalty: 3696.227539
	Iteration 15Q: 3 clusters Score -1.016738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 86770 members 
Entering Unmasked Estep 
Score: -10167399.000000 Penalty: 3696.227539
	Iteration 16Q: 3 clusters Score -1.01674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 86774 members 
Entering Unmasked Estep 
Score: -10167403.000000 Penalty: 3696.227539
	Iteration 17Q: 3 clusters Score -1.01674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -10167410.000000 Penalty: 3696.227539
	Iteration 18Q: 3 clusters Score -1.016741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 86779 members 
Entering Unmasked Estep 
Score: -10167412.000000 Penalty: 3696.227539
	Iteration 19Q: 3 clusters Score -1.016741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 86779 members 
Entering Unmasked Estep 
Score: -10167412.000000 Penalty: 3696.227539
	Iteration 20F: 3 clusters Score -1.016741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 86782 members 
Entering Unmasked Estep 
Score: -10167416.000000 Penalty: 3696.227539
	Iteration 21Q: 3 clusters Score -1.016742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 86782 members 
Entering Unmasked Estep 
Score: -10167416.000000 Penalty: 3696.227539
	Iteration 22F: 3 clusters Score -1.016742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Entering Unmasked Estep 
Score: -673667.625000 Penalty: 1408.246094
	Iteration 0F: 2 clusters Score -673667.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -669233.250000 Penalty: 2816.492188
	Iteration 0F: 3 clusters Score -669233.2 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -670491.125000 Penalty: 2816.492188
	Iteration 1F: 3 clusters Score -670491.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -670716.625000 Penalty: 2816.492188
	Iteration 2F: 3 clusters Score -670716.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -670939.000000 Penalty: 2816.492188
	Iteration 3F: 3 clusters Score -670939 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -671184.375000 Penalty: 2816.492188
	Iteration 4F: 3 clusters Score -671184.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -671472.562500 Penalty: 2816.492188
	Iteration 5F: 3 clusters Score -671472.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -671765.000000 Penalty: 2816.492188
	Iteration 6F: 3 clusters Score -671765 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -672042.250000 Penalty: 2816.492188
	Iteration 7F: 3 clusters Score -672042.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -672300.125000 Penalty: 2816.492188
	Iteration 8F: 3 clusters Score -672300.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -672486.812500 Penalty: 2816.492188
	Iteration 9Q: 3 clusters Score -672486.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -672599.687500 Penalty: 2816.492188
	Iteration 10Q: 3 clusters Score -672599.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -672687.812500 Penalty: 2816.492188
	Iteration 11Q: 3 clusters Score -672687.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -672754.750000 Penalty: 2816.492188
	Iteration 12Q: 3 clusters Score -672754.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -672801.500000 Penalty: 2816.492188
	Iteration 13Q: 3 clusters Score -672801.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -672836.750000 Penalty: 2816.492188
	Iteration 14Q: 3 clusters Score -672836.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -672861.812500 Penalty: 2816.492188
	Iteration 15Q: 3 clusters Score -672861.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -672874.812500 Penalty: 2816.492188
	Iteration 16Q: 3 clusters Score -672874.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -672881.812500 Penalty: 2816.492188
	Iteration 17Q: 3 clusters Score -672881.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -672886.250000 Penalty: 2816.492188
	Iteration 18Q: 3 clusters Score -672886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -672888.187500 Penalty: 2816.492188
	Iteration 19Q: 3 clusters Score -672888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -672889.000000 Penalty: 2816.492188
	Iteration 20F: 3 clusters Score -672889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -672891.750000 Penalty: 2816.492188
	Iteration 21Q: 3 clusters Score -672891.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -672893.187500 Penalty: 2816.492188
	Iteration 22Q: 3 clusters Score -672893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -672895.937500 Penalty: 2816.492188
	Iteration 23Q: 3 clusters Score -672895.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -672897.687500 Penalty: 2816.492188
	Iteration 24Q: 3 clusters Score -672897.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -672898.562500 Penalty: 2816.492188
	Iteration 25Q: 3 clusters Score -672898.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -672898.875000 Penalty: 2816.492188
	Iteration 26Q: 3 clusters Score -672898.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -672899.750000 Penalty: 2816.492188
	Iteration 27Q: 3 clusters Score -672899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -672900.687500 Penalty: 2816.492188
	Iteration 28Q: 3 clusters Score -672900.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -672899.875000 Penalty: 2816.492188
	Iteration 29Q: 3 clusters Score -672899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -672901.250000 Penalty: 2816.492188
	Iteration 30Q: 3 clusters Score -672901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -672901.437500 Penalty: 2816.492188
	Iteration 31Q: 3 clusters Score -672901.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -672903.187500 Penalty: 2816.492188
	Iteration 32Q: 3 clusters Score -672903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -672902.500000 Penalty: 2816.492188
	Iteration 33Q: 3 clusters Score -672902.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -672904.500000 Penalty: 2816.492188
	Iteration 34Q: 3 clusters Score -672904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -672904.062500 Penalty: 2816.492188
	Iteration 35Q: 3 clusters Score -672904.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -672904.062500 Penalty: 2816.492188
	Iteration 36F: 3 clusters Score -672904.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (118793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118793 members 
Entering Unmasked Estep 
Score: -13761932.000000 Penalty: 1898.834839
	Iteration 0F: 2 clusters Score -1.376193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -13689297.000000 Penalty: 3797.669678
	Iteration 0F: 3 clusters Score -1.36893e+07 nChanged 57123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -13722535.000000 Penalty: 3797.669678
	Iteration 1F: 3 clusters Score -1.372254e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -13723079.000000 Penalty: 3797.669678
	Iteration 2Q: 3 clusters Score -1.372308e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -13723702.000000 Penalty: 3797.669678
	Iteration 3Q: 3 clusters Score -1.37237e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -13724793.000000 Penalty: 3797.669678
	Iteration 4Q: 3 clusters Score -1.372479e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -13726530.000000 Penalty: 3797.669678
	Iteration 5Q: 3 clusters Score -1.372653e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -13729575.000000 Penalty: 3797.669678
	Iteration 6Q: 3 clusters Score -1.372958e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 76314 members 
Entering Unmasked Estep 
Score: -13734984.000000 Penalty: 3797.669678
	Iteration 7F: 3 clusters Score -1.373498e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -13742789.000000 Penalty: 3797.669678
	Iteration 8F: 3 clusters Score -1.374279e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 87240 members 
Entering Unmasked Estep 
Score: -13750567.000000 Penalty: 3797.669678
	Iteration 9F: 3 clusters Score -1.375057e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -13755962.000000 Penalty: 3797.669678
	Iteration 10F: 3 clusters Score -1.375596e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -13758779.000000 Penalty: 3797.669678
	Iteration 11Q: 3 clusters Score -1.375878e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -13760734.000000 Penalty: 3797.669678
	Iteration 12Q: 3 clusters Score -1.376073e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 96424 members 
Entering Unmasked Estep 
Score: -13761983.000000 Penalty: 3797.669678
	Iteration 13Q: 3 clusters Score -1.376198e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -13762914.000000 Penalty: 3797.669678
	Iteration 14Q: 3 clusters Score -1.376291e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 98833 members 
Entering Unmasked Estep 
Score: -13763398.000000 Penalty: 3797.669678
	Iteration 15Q: 3 clusters Score -1.37634e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -13763699.000000 Penalty: 3797.669678
	Iteration 16Q: 3 clusters Score -1.37637e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -13763797.000000 Penalty: 3797.669678
	Iteration 17Q: 3 clusters Score -1.37638e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 101421 members 
Entering Unmasked Estep 
Score: -13763685.000000 Penalty: 3797.669678
	Iteration 18Q: 3 clusters Score -1.376368e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 102154 members 
Entering Unmasked Estep 
Score: -13763619.000000 Penalty: 3797.669678
	Iteration 19Q: 3 clusters Score -1.376362e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 102800 members 
Entering Unmasked Estep 
Score: -13763557.000000 Penalty: 3797.669678
	Iteration 20F: 3 clusters Score -1.376356e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 103456 members 
Entering Unmasked Estep 
Score: -13763488.000000 Penalty: 3797.669678
	Iteration 21Q: 3 clusters Score -1.376349e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 104087 members 
Entering Unmasked Estep 
Score: -13763408.000000 Penalty: 3797.669678
	Iteration 22Q: 3 clusters Score -1.376341e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 104649 members 
Entering Unmasked Estep 
Score: -13763287.000000 Penalty: 3797.669678
	Iteration 23Q: 3 clusters Score -1.376329e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -13763145.000000 Penalty: 3797.669678
	Iteration 24Q: 3 clusters Score -1.376314e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 105776 members 
Entering Unmasked Estep 
Score: -13763021.000000 Penalty: 3797.669678
	Iteration 25Q: 3 clusters Score -1.376302e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 106302 members 
Entering Unmasked Estep 
Score: -13762901.000000 Penalty: 3797.669678
	Iteration 26Q: 3 clusters Score -1.37629e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 106752 members 
Entering Unmasked Estep 
Score: -13762783.000000 Penalty: 3797.669678
	Iteration 27Q: 3 clusters Score -1.376278e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 107170 members 
Entering Unmasked Estep 
Score: -13762776.000000 Penalty: 3797.669678
	Iteration 28Q: 3 clusters Score -1.376278e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 107551 members 
Entering Unmasked Estep 
Score: -13762646.000000 Penalty: 3797.669678
	Iteration 29Q: 3 clusters Score -1.376265e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 107922 members 
Entering Unmasked Estep 
Score: -13762559.000000 Penalty: 3797.669678
	Iteration 30Q: 3 clusters Score -1.376256e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -13762465.000000 Penalty: 3797.669678
	Iteration 31Q: 3 clusters Score -1.376246e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 108584 members 
Entering Unmasked Estep 
Score: -13762398.000000 Penalty: 3797.669678
	Iteration 32Q: 3 clusters Score -1.37624e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 108895 members 
Entering Unmasked Estep 
Score: -13762407.000000 Penalty: 3797.669678
	Iteration 33Q: 3 clusters Score -1.376241e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 109177 members 
Entering Unmasked Estep 
Score: -13762333.000000 Penalty: 3797.669678
	Iteration 34Q: 3 clusters Score -1.376233e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 109469 members 
Entering Unmasked Estep 
Score: -13762308.000000 Penalty: 3797.669678
	Iteration 35Q: 3 clusters Score -1.376231e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 109706 members 
Entering Unmasked Estep 
Score: -13762295.000000 Penalty: 3797.669678
	Iteration 36Q: 3 clusters Score -1.37623e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 109918 members 
Entering Unmasked Estep 
Score: -13762219.000000 Penalty: 3797.669678
	Iteration 37Q: 3 clusters Score -1.376222e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 110131 members 
Entering Unmasked Estep 
Score: -13762219.000000 Penalty: 3797.669678
	Iteration 38Q: 3 clusters Score -1.376222e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 110310 members 
Entering Unmasked Estep 
Score: -13762179.000000 Penalty: 3797.669678
	Iteration 39Q: 3 clusters Score -1.376218e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 110483 members 
Entering Unmasked Estep 
Score: -13762125.000000 Penalty: 3797.669678
	Iteration 40F: 3 clusters Score -1.376212e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 110647 members 
Entering Unmasked Estep 
Score: -13762080.000000 Penalty: 3797.669678
	Iteration 41Q: 3 clusters Score -1.376208e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 110788 members 
Entering Unmasked Estep 
Score: -13762052.000000 Penalty: 3797.669678
	Iteration 42Q: 3 clusters Score -1.376205e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 110932 members 
Entering Unmasked Estep 
Score: -13762005.000000 Penalty: 3797.669678
	Iteration 43Q: 3 clusters Score -1.3762e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 111053 members 
Entering Unmasked Estep 
Score: -13761949.000000 Penalty: 3797.669678
	Iteration 44Q: 3 clusters Score -1.376195e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 111165 members 
Entering Unmasked Estep 
Score: -13761925.000000 Penalty: 3797.669678
	Iteration 45Q: 3 clusters Score -1.376192e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 111292 members 
Entering Unmasked Estep 
Score: -13761896.000000 Penalty: 3797.669678
	Iteration 46Q: 3 clusters Score -1.37619e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 111427 members 
Entering Unmasked Estep 
Score: -13761853.000000 Penalty: 3797.669678
	Iteration 47Q: 3 clusters Score -1.376185e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 111549 members 
Entering Unmasked Estep 
Score: -13761820.000000 Penalty: 3797.669678
	Iteration 48Q: 3 clusters Score -1.376182e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 111663 members 
Entering Unmasked Estep 
Score: -13761767.000000 Penalty: 3797.669678
	Iteration 49Q: 3 clusters Score -1.376177e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 111773 members 
Entering Unmasked Estep 
Score: -13761743.000000 Penalty: 3797.669678
	Iteration 50Q: 3 clusters Score -1.376174e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 111864 members 
Entering Unmasked Estep 
Score: -13761731.000000 Penalty: 3797.669678
	Iteration 51Q: 3 clusters Score -1.376173e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 111956 members 
Entering Unmasked Estep 
Score: -13761712.000000 Penalty: 3797.669678
	Iteration 52Q: 3 clusters Score -1.376171e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 112043 members 
Entering Unmasked Estep 
Score: -13761687.000000 Penalty: 3797.669678
	Iteration 53Q: 3 clusters Score -1.376169e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 112122 members 
Entering Unmasked Estep 
Score: -13761671.000000 Penalty: 3797.669678
	Iteration 54Q: 3 clusters Score -1.376167e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 112205 members 
Entering Unmasked Estep 
Score: -13761657.000000 Penalty: 3797.669678
	Iteration 55Q: 3 clusters Score -1.376166e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 112269 members 
Entering Unmasked Estep 
Score: -13761650.000000 Penalty: 3797.669678
	Iteration 56Q: 3 clusters Score -1.376165e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 112334 members 
Entering Unmasked Estep 
Score: -13761601.000000 Penalty: 3797.669678
	Iteration 57Q: 3 clusters Score -1.37616e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 112405 members 
Entering Unmasked Estep 
Score: -13761565.000000 Penalty: 3797.669678
	Iteration 58Q: 3 clusters Score -1.376156e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 112483 members 
Entering Unmasked Estep 
Score: -13761563.000000 Penalty: 3797.669678
	Iteration 59Q: 3 clusters Score -1.376156e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 112551 members 
Entering Unmasked Estep 
Score: -13761563.000000 Penalty: 3797.669678
	Iteration 60F: 3 clusters Score -1.376156e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 112620 members 
Entering Unmasked Estep 
Score: -13761544.000000 Penalty: 3797.669678
	Iteration 61Q: 3 clusters Score -1.376154e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 112688 members 
Entering Unmasked Estep 
Score: -13761536.000000 Penalty: 3797.669678
	Iteration 62Q: 3 clusters Score -1.376154e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 112744 members 
Entering Unmasked Estep 
Score: -13761531.000000 Penalty: 3797.669678
	Iteration 63Q: 3 clusters Score -1.376153e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 112792 members 
Entering Unmasked Estep 
Score: -13761517.000000 Penalty: 3797.669678
	Iteration 64Q: 3 clusters Score -1.376152e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 112841 members 
Entering Unmasked Estep 
Score: -13761491.000000 Penalty: 3797.669678
	Iteration 65Q: 3 clusters Score -1.376149e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 112891 members 
Entering Unmasked Estep 
Score: -13761462.000000 Penalty: 3797.669678
	Iteration 66Q: 3 clusters Score -1.376146e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 112937 members 
Entering Unmasked Estep 
Score: -13761417.000000 Penalty: 3797.669678
	Iteration 67Q: 3 clusters Score -1.376142e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 112970 members 
Entering Unmasked Estep 
Score: -13761407.000000 Penalty: 3797.669678
	Iteration 68Q: 3 clusters Score -1.376141e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 113006 members 
Entering Unmasked Estep 
Score: -13761414.000000 Penalty: 3797.669678
	Iteration 69Q: 3 clusters Score -1.376141e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 113036 members 
Entering Unmasked Estep 
Score: -13761388.000000 Penalty: 3797.669678
	Iteration 70Q: 3 clusters Score -1.376139e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 113070 members 
Entering Unmasked Estep 
Score: -13761362.000000 Penalty: 3797.669678
	Iteration 71Q: 3 clusters Score -1.376136e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 113106 members 
Entering Unmasked Estep 
Score: -13761362.000000 Penalty: 3797.669678
	Iteration 72Q: 3 clusters Score -1.376136e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 113132 members 
Entering Unmasked Estep 
Score: -13761350.000000 Penalty: 3797.669678
	Iteration 73Q: 3 clusters Score -1.376135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 113156 members 
Entering Unmasked Estep 
Score: -13761356.000000 Penalty: 3797.669678
	Iteration 74Q: 3 clusters Score -1.376136e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 113183 members 
Entering Unmasked Estep 
Score: -13761354.000000 Penalty: 3797.669678
	Iteration 75Q: 3 clusters Score -1.376135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 113206 members 
Entering Unmasked Estep 
Score: -13761336.000000 Penalty: 3797.669678
	Iteration 76Q: 3 clusters Score -1.376134e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 113230 members 
Entering Unmasked Estep 
Score: -13761330.000000 Penalty: 3797.669678
	Iteration 77Q: 3 clusters Score -1.376133e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 113255 members 
Entering Unmasked Estep 
Score: -13761331.000000 Penalty: 3797.669678
	Iteration 78Q: 3 clusters Score -1.376133e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 113286 members 
Entering Unmasked Estep 
Score: -13761325.000000 Penalty: 3797.669678
	Iteration 79Q: 3 clusters Score -1.376132e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 113319 members 
Entering Unmasked Estep 
Score: -13761332.000000 Penalty: 3797.669678
	Iteration 80F: 3 clusters Score -1.376133e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 113348 members 
Entering Unmasked Estep 
Score: -13761337.000000 Penalty: 3797.669678
	Iteration 81Q: 3 clusters Score -1.376134e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 113379 members 
Entering Unmasked Estep 
Score: -13761357.000000 Penalty: 3797.669678
	Iteration 82Q: 3 clusters Score -1.376136e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 113411 members 
Entering Unmasked Estep 
Score: -13761348.000000 Penalty: 3797.669678
	Iteration 83Q: 3 clusters Score -1.376135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 113435 members 
Entering Unmasked Estep 
Score: -13761337.000000 Penalty: 3797.669678
	Iteration 84Q: 3 clusters Score -1.376134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 113461 members 
Entering Unmasked Estep 
Score: -13761318.000000 Penalty: 3797.669678
	Iteration 85Q: 3 clusters Score -1.376132e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 113492 members 
Entering Unmasked Estep 
Score: -13761328.000000 Penalty: 3797.669678
	Iteration 86Q: 3 clusters Score -1.376133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 113527 members 
Entering Unmasked Estep 
Score: -13761344.000000 Penalty: 3797.669678
	Iteration 87Q: 3 clusters Score -1.376134e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 113563 members 
Entering Unmasked Estep 
Score: -13761346.000000 Penalty: 3797.669678
	Iteration 88Q: 3 clusters Score -1.376135e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -13761329.000000 Penalty: 3797.669678
	Iteration 89Q: 3 clusters Score -1.376133e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 113666 members 
Entering Unmasked Estep 
Score: -13761296.000000 Penalty: 3797.669678
	Iteration 90Q: 3 clusters Score -1.37613e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 113720 members 
Entering Unmasked Estep 
Score: -13761311.000000 Penalty: 3797.669678
	Iteration 91Q: 3 clusters Score -1.376131e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 113785 members 
Entering Unmasked Estep 
Score: -13761296.000000 Penalty: 3797.669678
	Iteration 92Q: 3 clusters Score -1.37613e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 113839 members 
Entering Unmasked Estep 
Score: -13761273.000000 Penalty: 3797.669678
	Iteration 93Q: 3 clusters Score -1.376127e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 113894 members 
Entering Unmasked Estep 
Score: -13761232.000000 Penalty: 3797.669678
	Iteration 94Q: 3 clusters Score -1.376123e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 113945 members 
Entering Unmasked Estep 
Score: -13761226.000000 Penalty: 3797.669678
	Iteration 95Q: 3 clusters Score -1.376123e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 113990 members 
Entering Unmasked Estep 
Score: -13761201.000000 Penalty: 3797.669678
	Iteration 96Q: 3 clusters Score -1.37612e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 114026 members 
Entering Unmasked Estep 
Score: -13761201.000000 Penalty: 3797.669678
	Iteration 97Q: 3 clusters Score -1.37612e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 114064 members 
Entering Unmasked Estep 
Score: -13761189.000000 Penalty: 3797.669678
	Iteration 98Q: 3 clusters Score -1.376119e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 114104 members 
Entering Unmasked Estep 
Score: -13761191.000000 Penalty: 3797.669678
	Iteration 99Q: 3 clusters Score -1.376119e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 114141 members 
Entering Unmasked Estep 
Score: -13761178.000000 Penalty: 3797.669678
	Iteration 100F: 3 clusters Score -1.376118e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 114178 members 
Entering Unmasked Estep 
Score: -13761148.000000 Penalty: 3797.669678
	Iteration 101Q: 3 clusters Score -1.376115e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 114217 members 
Entering Unmasked Estep 
Score: -13761152.000000 Penalty: 3797.669678
	Iteration 102Q: 3 clusters Score -1.376115e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 114248 members 
Entering Unmasked Estep 
Score: -13761142.000000 Penalty: 3797.669678
	Iteration 103Q: 3 clusters Score -1.376114e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 114280 members 
Entering Unmasked Estep 
Score: -13761165.000000 Penalty: 3797.669678
	Iteration 104Q: 3 clusters Score -1.376116e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 114309 members 
Entering Unmasked Estep 
Score: -13761167.000000 Penalty: 3797.669678
	Iteration 105Q: 3 clusters Score -1.376117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 114325 members 
Entering Unmasked Estep 
Score: -13761163.000000 Penalty: 3797.669678
	Iteration 106Q: 3 clusters Score -1.376116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -13761152.000000 Penalty: 3797.669678
	Iteration 107Q: 3 clusters Score -1.376115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 114357 members 
Entering Unmasked Estep 
Score: -13761151.000000 Penalty: 3797.669678
	Iteration 108Q: 3 clusters Score -1.376115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 114376 members 
Entering Unmasked Estep 
Score: -13761149.000000 Penalty: 3797.669678
	Iteration 109Q: 3 clusters Score -1.376115e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 114399 members 
Entering Unmasked Estep 
Score: -13761118.000000 Penalty: 3797.669678
	Iteration 110Q: 3 clusters Score -1.376112e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 114430 members 
Entering Unmasked Estep 
Score: -13761110.000000 Penalty: 3797.669678
	Iteration 111Q: 3 clusters Score -1.376111e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 114464 members 
Entering Unmasked Estep 
Score: -13761095.000000 Penalty: 3797.669678
	Iteration 112Q: 3 clusters Score -1.37611e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 114498 members 
Entering Unmasked Estep 
Score: -13761100.000000 Penalty: 3797.669678
	Iteration 113Q: 3 clusters Score -1.37611e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 114530 members 
Entering Unmasked Estep 
Score: -13761094.000000 Penalty: 3797.669678
	Iteration 114Q: 3 clusters Score -1.376109e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 114568 members 
Entering Unmasked Estep 
Score: -13761077.000000 Penalty: 3797.669678
	Iteration 115Q: 3 clusters Score -1.376108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 114600 members 
Entering Unmasked Estep 
Score: -13761071.000000 Penalty: 3797.669678
	Iteration 116Q: 3 clusters Score -1.376107e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 114636 members 
Entering Unmasked Estep 
Score: -13761070.000000 Penalty: 3797.669678
	Iteration 117Q: 3 clusters Score -1.376107e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 114669 members 
Entering Unmasked Estep 
Score: -13761077.000000 Penalty: 3797.669678
	Iteration 118Q: 3 clusters Score -1.376108e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 114703 members 
Entering Unmasked Estep 
Score: -13761073.000000 Penalty: 3797.669678
	Iteration 119Q: 3 clusters Score -1.376107e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 114742 members 
Entering Unmasked Estep 
Score: -13761080.000000 Penalty: 3797.669678
	Iteration 120F: 3 clusters Score -1.376108e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -13761076.000000 Penalty: 3797.669678
	Iteration 121Q: 3 clusters Score -1.376108e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 114819 members 
Entering Unmasked Estep 
Score: -13761062.000000 Penalty: 3797.669678
	Iteration 122Q: 3 clusters Score -1.376106e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 114857 members 
Entering Unmasked Estep 
Score: -13761037.000000 Penalty: 3797.669678
	Iteration 123Q: 3 clusters Score -1.376104e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 114898 members 
Entering Unmasked Estep 
Score: -13761034.000000 Penalty: 3797.669678
	Iteration 124Q: 3 clusters Score -1.376103e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 114946 members 
Entering Unmasked Estep 
Score: -13761031.000000 Penalty: 3797.669678
	Iteration 125Q: 3 clusters Score -1.376103e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 114997 members 
Entering Unmasked Estep 
Score: -13761040.000000 Penalty: 3797.669678
	Iteration 126Q: 3 clusters Score -1.376104e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -13761020.000000 Penalty: 3797.669678
	Iteration 127Q: 3 clusters Score -1.376102e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 115124 members 
Entering Unmasked Estep 
Score: -13761039.000000 Penalty: 3797.669678
	Iteration 128Q: 3 clusters Score -1.376104e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 115192 members 
Entering Unmasked Estep 
Score: -13761021.000000 Penalty: 3797.669678
	Iteration 129Q: 3 clusters Score -1.376102e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 115259 members 
Entering Unmasked Estep 
Score: -13760981.000000 Penalty: 3797.669678
	Iteration 130Q: 3 clusters Score -1.376098e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 115319 members 
Entering Unmasked Estep 
Score: -13760962.000000 Penalty: 3797.669678
	Iteration 131Q: 3 clusters Score -1.376096e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 115364 members 
Entering Unmasked Estep 
Score: -13760949.000000 Penalty: 3797.669678
	Iteration 132Q: 3 clusters Score -1.376095e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 115411 members 
Entering Unmasked Estep 
Score: -13760948.000000 Penalty: 3797.669678
	Iteration 133Q: 3 clusters Score -1.376095e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 115450 members 
Entering Unmasked Estep 
Score: -13760937.000000 Penalty: 3797.669678
	Iteration 134Q: 3 clusters Score -1.376094e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 115490 members 
Entering Unmasked Estep 
Score: -13760934.000000 Penalty: 3797.669678
	Iteration 135Q: 3 clusters Score -1.376093e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 115539 members 
Entering Unmasked Estep 
Score: -13760934.000000 Penalty: 3797.669678
	Iteration 136Q: 3 clusters Score -1.376093e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 115597 members 
Entering Unmasked Estep 
Score: -13760907.000000 Penalty: 3797.669678
	Iteration 137Q: 3 clusters Score -1.376091e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 115649 members 
Entering Unmasked Estep 
Score: -13760904.000000 Penalty: 3797.669678
	Iteration 138Q: 3 clusters Score -1.37609e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 115694 members 
Entering Unmasked Estep 
Score: -13760902.000000 Penalty: 3797.669678
	Iteration 139Q: 3 clusters Score -1.37609e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 115747 members 
Entering Unmasked Estep 
Score: -13760875.000000 Penalty: 3797.669678
	Iteration 140F: 3 clusters Score -1.376088e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 115807 members 
Entering Unmasked Estep 
Score: -13760877.000000 Penalty: 3797.669678
	Iteration 141Q: 3 clusters Score -1.376088e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 115860 members 
Entering Unmasked Estep 
Score: -13760844.000000 Penalty: 3797.669678
	Iteration 142Q: 3 clusters Score -1.376084e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 115900 members 
Entering Unmasked Estep 
Score: -13760858.000000 Penalty: 3797.669678
	Iteration 143Q: 3 clusters Score -1.376086e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 115937 members 
Entering Unmasked Estep 
Score: -13760854.000000 Penalty: 3797.669678
	Iteration 144Q: 3 clusters Score -1.376085e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 115973 members 
Entering Unmasked Estep 
Score: -13760841.000000 Penalty: 3797.669678
	Iteration 145Q: 3 clusters Score -1.376084e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 116011 members 
Entering Unmasked Estep 
Score: -13760843.000000 Penalty: 3797.669678
	Iteration 146Q: 3 clusters Score -1.376084e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 116052 members 
Entering Unmasked Estep 
Score: -13760850.000000 Penalty: 3797.669678
	Iteration 147Q: 3 clusters Score -1.376085e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 116098 members 
Entering Unmasked Estep 
Score: -13760830.000000 Penalty: 3797.669678
	Iteration 148Q: 3 clusters Score -1.376083e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 116145 members 
Entering Unmasked Estep 
Score: -13760827.000000 Penalty: 3797.669678
	Iteration 149Q: 3 clusters Score -1.376083e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 116197 members 
Entering Unmasked Estep 
Score: -13760814.000000 Penalty: 3797.669678
	Iteration 150Q: 3 clusters Score -1.376081e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 116246 members 
Entering Unmasked Estep 
Score: -13760771.000000 Penalty: 3797.669678
	Iteration 151Q: 3 clusters Score -1.376077e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 116295 members 
Entering Unmasked Estep 
Score: -13760785.000000 Penalty: 3797.669678
	Iteration 152Q: 3 clusters Score -1.376078e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 116334 members 
Entering Unmasked Estep 
Score: -13760776.000000 Penalty: 3797.669678
	Iteration 153Q: 3 clusters Score -1.376078e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 116381 members 
Entering Unmasked Estep 
Score: -13760754.000000 Penalty: 3797.669678
	Iteration 154Q: 3 clusters Score -1.376075e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 116429 members 
Entering Unmasked Estep 
Score: -13760723.000000 Penalty: 3797.669678
	Iteration 155Q: 3 clusters Score -1.376072e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 116469 members 
Entering Unmasked Estep 
Score: -13760719.000000 Penalty: 3797.669678
	Iteration 156Q: 3 clusters Score -1.376072e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 116509 members 
Entering Unmasked Estep 
Score: -13760707.000000 Penalty: 3797.669678
	Iteration 157Q: 3 clusters Score -1.376071e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 116552 members 
Entering Unmasked Estep 
Score: -13760687.000000 Penalty: 3797.669678
	Iteration 158Q: 3 clusters Score -1.376069e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 116593 members 
Entering Unmasked Estep 
Score: -13760689.000000 Penalty: 3797.669678
	Iteration 159Q: 3 clusters Score -1.376069e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 116629 members 
Entering Unmasked Estep 
Score: -13760662.000000 Penalty: 3797.669678
	Iteration 160F: 3 clusters Score -1.376066e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 116665 members 
Entering Unmasked Estep 
Score: -13760673.000000 Penalty: 3797.669678
	Iteration 161Q: 3 clusters Score -1.376067e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 116702 members 
Entering Unmasked Estep 
Score: -13760658.000000 Penalty: 3797.669678
	Iteration 162Q: 3 clusters Score -1.376066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 116739 members 
Entering Unmasked Estep 
Score: -13760638.000000 Penalty: 3797.669678
	Iteration 163Q: 3 clusters Score -1.376064e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 116772 members 
Entering Unmasked Estep 
Score: -13760632.000000 Penalty: 3797.669678
	Iteration 164Q: 3 clusters Score -1.376063e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 116800 members 
Entering Unmasked Estep 
Score: -13760624.000000 Penalty: 3797.669678
	Iteration 165Q: 3 clusters Score -1.376062e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 116831 members 
Entering Unmasked Estep 
Score: -13760632.000000 Penalty: 3797.669678
	Iteration 166Q: 3 clusters Score -1.376063e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 116866 members 
Entering Unmasked Estep 
Score: -13760623.000000 Penalty: 3797.669678
	Iteration 167Q: 3 clusters Score -1.376062e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 116898 members 
Entering Unmasked Estep 
Score: -13760636.000000 Penalty: 3797.669678
	Iteration 168Q: 3 clusters Score -1.376064e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 116935 members 
Entering Unmasked Estep 
Score: -13760633.000000 Penalty: 3797.669678
	Iteration 169Q: 3 clusters Score -1.376063e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 116973 members 
Entering Unmasked Estep 
Score: -13760621.000000 Penalty: 3797.669678
	Iteration 170Q: 3 clusters Score -1.376062e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -13760620.000000 Penalty: 3797.669678
	Iteration 171Q: 3 clusters Score -1.376062e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 117061 members 
Entering Unmasked Estep 
Score: -13760592.000000 Penalty: 3797.669678
	Iteration 172Q: 3 clusters Score -1.376059e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 117101 members 
Entering Unmasked Estep 
Score: -13760602.000000 Penalty: 3797.669678
	Iteration 173Q: 3 clusters Score -1.37606e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 117128 members 
Entering Unmasked Estep 
Score: -13760608.000000 Penalty: 3797.669678
	Iteration 174Q: 3 clusters Score -1.376061e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 117159 members 
Entering Unmasked Estep 
Score: -13760610.000000 Penalty: 3797.669678
	Iteration 175Q: 3 clusters Score -1.376061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 117181 members 
Entering Unmasked Estep 
Score: -13760606.000000 Penalty: 3797.669678
	Iteration 176Q: 3 clusters Score -1.376061e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 117209 members 
Entering Unmasked Estep 
Score: -13760591.000000 Penalty: 3797.669678
	Iteration 177Q: 3 clusters Score -1.376059e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 117229 members 
Entering Unmasked Estep 
Score: -13760599.000000 Penalty: 3797.669678
	Iteration 178Q: 3 clusters Score -1.37606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 117252 members 
Entering Unmasked Estep 
Score: -13760605.000000 Penalty: 3797.669678
	Iteration 179Q: 3 clusters Score -1.37606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 117274 members 
Entering Unmasked Estep 
Score: -13760622.000000 Penalty: 3797.669678
	Iteration 180F: 3 clusters Score -1.376062e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 117298 members 
Entering Unmasked Estep 
Score: -13760615.000000 Penalty: 3797.669678
	Iteration 181Q: 3 clusters Score -1.376062e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 117328 members 
Entering Unmasked Estep 
Score: -13760618.000000 Penalty: 3797.669678
	Iteration 182Q: 3 clusters Score -1.376062e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 117347 members 
Entering Unmasked Estep 
Score: -13760609.000000 Penalty: 3797.669678
	Iteration 183Q: 3 clusters Score -1.376061e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 117369 members 
Entering Unmasked Estep 
Score: -13760596.000000 Penalty: 3797.669678
	Iteration 184Q: 3 clusters Score -1.37606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 117395 members 
Entering Unmasked Estep 
Score: -13760593.000000 Penalty: 3797.669678
	Iteration 185Q: 3 clusters Score -1.376059e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 117427 members 
Entering Unmasked Estep 
Score: -13760601.000000 Penalty: 3797.669678
	Iteration 186Q: 3 clusters Score -1.37606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 117455 members 
Entering Unmasked Estep 
Score: -13760620.000000 Penalty: 3797.669678
	Iteration 187Q: 3 clusters Score -1.376062e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 117476 members 
Entering Unmasked Estep 
Score: -13760638.000000 Penalty: 3797.669678
	Iteration 188Q: 3 clusters Score -1.376064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 117494 members 
Entering Unmasked Estep 
Score: -13760632.000000 Penalty: 3797.669678
	Iteration 189Q: 3 clusters Score -1.376063e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 117513 members 
Entering Unmasked Estep 
Score: -13760641.000000 Penalty: 3797.669678
	Iteration 190Q: 3 clusters Score -1.376064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 117524 members 
Entering Unmasked Estep 
Score: -13760630.000000 Penalty: 3797.669678
	Iteration 191Q: 3 clusters Score -1.376063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 117537 members 
Entering Unmasked Estep 
Score: -13760627.000000 Penalty: 3797.669678
	Iteration 192Q: 3 clusters Score -1.376063e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 117553 members 
Entering Unmasked Estep 
Score: -13760617.000000 Penalty: 3797.669678
	Iteration 193Q: 3 clusters Score -1.376062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 117569 members 
Entering Unmasked Estep 
Score: -13760615.000000 Penalty: 3797.669678
	Iteration 194Q: 3 clusters Score -1.376062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 117580 members 
Entering Unmasked Estep 
Score: -13760619.000000 Penalty: 3797.669678
	Iteration 195Q: 3 clusters Score -1.376062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 117584 members 
Entering Unmasked Estep 
Score: -13760626.000000 Penalty: 3797.669678
	Iteration 196Q: 3 clusters Score -1.376063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 117590 members 
Entering Unmasked Estep 
Score: -13760611.000000 Penalty: 3797.669678
	Iteration 197Q: 3 clusters Score -1.376061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 117600 members 
Entering Unmasked Estep 
Score: -13760608.000000 Penalty: 3797.669678
	Iteration 198Q: 3 clusters Score -1.376061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 117609 members 
Entering Unmasked Estep 
Score: -13760597.000000 Penalty: 3797.669678
	Iteration 199Q: 3 clusters Score -1.37606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 117616 members 
Entering Unmasked Estep 
Score: -13760598.000000 Penalty: 3797.669678
	Iteration 200F: 3 clusters Score -1.37606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 117624 members 
Entering Unmasked Estep 
Score: -13760601.000000 Penalty: 3797.669678
	Iteration 201Q: 3 clusters Score -1.37606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 117634 members 
Entering Unmasked Estep 
Score: -13760597.000000 Penalty: 3797.669678
	Iteration 202Q: 3 clusters Score -1.37606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 117640 members 
Entering Unmasked Estep 
Score: -13760596.000000 Penalty: 3797.669678
	Iteration 203Q: 3 clusters Score -1.37606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 117649 members 
Entering Unmasked Estep 
Score: -13760594.000000 Penalty: 3797.669678
	Iteration 204Q: 3 clusters Score -1.376059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 117657 members 
Entering Unmasked Estep 
Score: -13760598.000000 Penalty: 3797.669678
	Iteration 205Q: 3 clusters Score -1.37606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 117661 members 
Entering Unmasked Estep 
Score: -13760589.000000 Penalty: 3797.669678
	Iteration 206Q: 3 clusters Score -1.376059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 117670 members 
Entering Unmasked Estep 
Score: -13760608.000000 Penalty: 3797.669678
	Iteration 207Q: 3 clusters Score -1.376061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 117680 members 
Entering Unmasked Estep 
Score: -13760609.000000 Penalty: 3797.669678
	Iteration 208Q: 3 clusters Score -1.376061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 117694 members 
Entering Unmasked Estep 
Score: -13760606.000000 Penalty: 3797.669678
	Iteration 209Q: 3 clusters Score -1.376061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 117705 members 
Entering Unmasked Estep 
Score: -13760600.000000 Penalty: 3797.669678
	Iteration 210Q: 3 clusters Score -1.37606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 117713 members 
Entering Unmasked Estep 
Score: -13760602.000000 Penalty: 3797.669678
	Iteration 211Q: 3 clusters Score -1.37606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 117716 members 
Entering Unmasked Estep 
Score: -13760615.000000 Penalty: 3797.669678
	Iteration 212Q: 3 clusters Score -1.376062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 117723 members 
Entering Unmasked Estep 
Score: -13760615.000000 Penalty: 3797.669678
	Iteration 213Q: 3 clusters Score -1.376062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 117730 members 
Entering Unmasked Estep 
Score: -13760621.000000 Penalty: 3797.669678
	Iteration 214Q: 3 clusters Score -1.376062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 117737 members 
Entering Unmasked Estep 
Score: -13760632.000000 Penalty: 3797.669678
	Iteration 215Q: 3 clusters Score -1.376063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 117748 members 
Entering Unmasked Estep 
Score: -13760621.000000 Penalty: 3797.669678
	Iteration 216Q: 3 clusters Score -1.376062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 117751 members 
Entering Unmasked Estep 
Score: -13760623.000000 Penalty: 3797.669678
	Iteration 217Q: 3 clusters Score -1.376062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 117755 members 
Entering Unmasked Estep 
Score: -13760616.000000 Penalty: 3797.669678
	Iteration 218Q: 3 clusters Score -1.376062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 117761 members 
Entering Unmasked Estep 
Score: -13760609.000000 Penalty: 3797.669678
	Iteration 219Q: 3 clusters Score -1.376061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 117767 members 
Entering Unmasked Estep 
Score: -13760613.000000 Penalty: 3797.669678
	Iteration 220F: 3 clusters Score -1.376061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 117774 members 
Entering Unmasked Estep 
Score: -13760623.000000 Penalty: 3797.669678
	Iteration 221Q: 3 clusters Score -1.376062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 117776 members 
Entering Unmasked Estep 
Score: -13760627.000000 Penalty: 3797.669678
	Iteration 222Q: 3 clusters Score -1.376063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 117778 members 
Entering Unmasked Estep 
Score: -13760635.000000 Penalty: 3797.669678
	Iteration 223Q: 3 clusters Score -1.376064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 117781 members 
Entering Unmasked Estep 
Score: -13760626.000000 Penalty: 3797.669678
	Iteration 224Q: 3 clusters Score -1.376063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 117787 members 
Entering Unmasked Estep 
Score: -13760637.000000 Penalty: 3797.669678
	Iteration 225Q: 3 clusters Score -1.376064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 117793 members 
Entering Unmasked Estep 
Score: -13760626.000000 Penalty: 3797.669678
	Iteration 226Q: 3 clusters Score -1.376063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 117801 members 
Entering Unmasked Estep 
Score: -13760629.000000 Penalty: 3797.669678
	Iteration 227Q: 3 clusters Score -1.376063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 117806 members 
Entering Unmasked Estep 
Score: -13760627.000000 Penalty: 3797.669678
	Iteration 228Q: 3 clusters Score -1.376063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 117813 members 
Entering Unmasked Estep 
Score: -13760631.000000 Penalty: 3797.669678
	Iteration 229Q: 3 clusters Score -1.376063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 117818 members 
Entering Unmasked Estep 
Score: -13760616.000000 Penalty: 3797.669678
	Iteration 230Q: 3 clusters Score -1.376062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 117821 members 
Entering Unmasked Estep 
Score: -13760619.000000 Penalty: 3797.669678
	Iteration 231Q: 3 clusters Score -1.376062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 117824 members 
Entering Unmasked Estep 
Score: -13760617.000000 Penalty: 3797.669678
	Iteration 232Q: 3 clusters Score -1.376062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 117827 members 
Entering Unmasked Estep 
Score: -13760613.000000 Penalty: 3797.669678
	Iteration 233Q: 3 clusters Score -1.376061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 117829 members 
Entering Unmasked Estep 
Score: -13760617.000000 Penalty: 3797.669678
	Iteration 234Q: 3 clusters Score -1.376062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 117834 members 
Entering Unmasked Estep 
Score: -13760617.000000 Penalty: 3797.669678
	Iteration 235Q: 3 clusters Score -1.376062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 117841 members 
Entering Unmasked Estep 
Score: -13760633.000000 Penalty: 3797.669678
	Iteration 236Q: 3 clusters Score -1.376063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 117845 members 
Entering Unmasked Estep 
Score: -13760624.000000 Penalty: 3797.669678
	Iteration 237Q: 3 clusters Score -1.376062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 117847 members 
Entering Unmasked Estep 
Score: -13760624.000000 Penalty: 3797.669678
	Iteration 238Q: 3 clusters Score -1.376062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 117850 members 
Entering Unmasked Estep 
Score: -13760630.000000 Penalty: 3797.669678
	Iteration 239Q: 3 clusters Score -1.376063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 117855 members 
Entering Unmasked Estep 
Score: -13760625.000000 Penalty: 3797.669678
	Iteration 240F: 3 clusters Score -1.376062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 117858 members 
Entering Unmasked Estep 
Score: -13760620.000000 Penalty: 3797.669678
	Iteration 241Q: 3 clusters Score -1.376062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 117863 members 
Entering Unmasked Estep 
Score: -13760612.000000 Penalty: 3797.669678
	Iteration 242Q: 3 clusters Score -1.376061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 117866 members 
Entering Unmasked Estep 
Score: -13760622.000000 Penalty: 3797.669678
	Iteration 243Q: 3 clusters Score -1.376062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 117869 members 
Entering Unmasked Estep 
Score: -13760615.000000 Penalty: 3797.669678
	Iteration 244Q: 3 clusters Score -1.376062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 117869 members 
Entering Unmasked Estep 
Score: -13760615.000000 Penalty: 3797.669678
	Iteration 245F: 3 clusters Score -1.376062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4160 members 
Mstep: Class 3 contains 7650 members 
Mstep: Class 4 contains 13529 members 
Mstep: Class 5 contains 9781 members 
Mstep: Class 6 contains 46668 members 
Mstep: Class 7 contains 137745 members 
Mstep: Class 8 contains 38688 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 10 contains 16202 members 
Mstep: Class 11 contains 3029 members 
Mstep: Class 12 contains 96267 members 
Mstep: Class 13 contains 134693 members 
Mstep: Class 14 contains 327 members 
Mstep: Class 15 contains 17875 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 153718 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 86943 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 118793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092536.000000 Penalty: 49056.292969
Iteration 79Q: 23 clusters Score -1.020925e+08 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 7720 members 
Mstep: Class 4 contains 13490 members 
Mstep: Class 5 contains 9781 members 
Mstep: Class 6 contains 46686 members 
Mstep: Class 7 contains 137931 members 
Mstep: Class 8 contains 38684 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 10 contains 16174 members 
Mstep: Class 11 contains 3044 members 
Mstep: Class 12 contains 96244 members 
Mstep: Class 13 contains 133630 members 
Mstep: Class 14 contains 338 members 
Mstep: Class 15 contains 17839 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 153757 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 89367 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 117489 members 
Mstep: Class 22 contains 8370 members 
Entering Unmasked Estep 
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Iteration 80F: 23 clusters Score -1.020938e+08 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 7809 members 
Mstep: Class 4 contains 13448 members 
Mstep: Class 5 contains 9782 members 
Mstep: Class 6 contains 46689 members 
Mstep: Class 7 contains 137981 members 
Mstep: Class 8 contains 38679 members 
Mstep: Class 9 contains 895 members 
Mstep: Class 10 contains 16124 members 
Mstep: Class 11 contains 3057 members 
Mstep: Class 12 contains 96194 members 
Mstep: Class 13 contains 132554 members 
Mstep: Class 14 contains 363 members 
Mstep: Class 15 contains 17784 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 153527 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 94340 members 
Mstep: Class 20 contains 5636 members 
Mstep: Class 21 contains 113657 members 
Mstep: Class 22 contains 8646 members 
Entering Unmasked Estep 
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Iteration 81Q: 23 clusters Score -1.020958e+08 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4160 members 
Mstep: Class 3 contains 7924 members 
Mstep: Class 4 contains 13405 members 
Mstep: Class 5 contains 9784 members 
Mstep: Class 6 contains 46675 members 
Mstep: Class 7 contains 138059 members 
Mstep: Class 8 contains 38668 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 16068 members 
Mstep: Class 11 contains 3067 members 
Mstep: Class 12 contains 96131 members 
Mstep: Class 13 contains 131986 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 17743 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 153364 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 98694 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 109880 members 
Mstep: Class 22 contains 8830 members 
Entering Unmasked Estep 
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Iteration 82Q: 23 clusters Score -1.020975e+08 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 8049 members 
Mstep: Class 4 contains 13363 members 
Mstep: Class 5 contains 9789 members 
Mstep: Class 6 contains 46673 members 
Mstep: Class 7 contains 138139 members 
Mstep: Class 8 contains 38662 members 
Mstep: Class 9 contains 886 members 
Mstep: Class 10 contains 16036 members 
Mstep: Class 11 contains 3075 members 
Mstep: Class 12 contains 96086 members 
Mstep: Class 13 contains 132103 members 
Mstep: Class 14 contains 416 members 
Mstep: Class 15 contains 17709 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 153206 members 
Mstep: Class 18 contains 3182 members 
Mstep: Class 19 contains 102013 members 
Mstep: Class 20 contains 5592 members 
Mstep: Class 21 contains 106398 members 
Mstep: Class 22 contains 8968 members 
Entering Unmasked Estep 
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Iteration 83Q: 23 clusters Score -1.020989e+08 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4168 members 
Mstep: Class 3 contains 8218 members 
Mstep: Class 4 contains 13326 members 
Mstep: Class 5 contains 9789 members 
Mstep: Class 6 contains 46669 members 
Mstep: Class 7 contains 138223 members 
Mstep: Class 8 contains 38655 members 
Mstep: Class 9 contains 886 members 
Mstep: Class 10 contains 16005 members 
Mstep: Class 11 contains 3086 members 
Mstep: Class 12 contains 96051 members 
Mstep: Class 13 contains 132538 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 17688 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 153086 members 
Mstep: Class 18 contains 3181 members 
Mstep: Class 19 contains 104310 members 
Mstep: Class 20 contains 5635 members 
Mstep: Class 21 contains 103470 members 
Mstep: Class 22 contains 9099 members 
Entering Unmasked Estep 
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Iteration 84Q: 23 clusters Score -1.020996e+08 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 8397 members 
Mstep: Class 4 contains 13302 members 
Mstep: Class 5 contains 9791 members 
Mstep: Class 6 contains 46667 members 
Mstep: Class 7 contains 138301 members 
Mstep: Class 8 contains 38643 members 
Mstep: Class 9 contains 886 members 
Mstep: Class 10 contains 15974 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 95982 members 
Mstep: Class 13 contains 133077 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 17668 members 
Mstep: Class 16 contains 3756 members 
Mstep: Class 17 contains 152987 members 
Mstep: Class 18 contains 3182 members 
Mstep: Class 19 contains 105932 members 
Mstep: Class 20 contains 5710 members 
Mstep: Class 21 contains 101120 members 
Mstep: Class 22 contains 9193 members 
Entering Unmasked Estep 
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Iteration 85Q: 23 clusters Score -1.021e+08 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 8579 members 
Mstep: Class 4 contains 13283 members 
Mstep: Class 5 contains 9794 members 
Mstep: Class 6 contains 46670 members 
Mstep: Class 7 contains 138365 members 
Mstep: Class 8 contains 38624 members 
Mstep: Class 9 contains 886 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 95956 members 
Mstep: Class 13 contains 133533 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 15 contains 17643 members 
Mstep: Class 16 contains 3756 members 
Mstep: Class 17 contains 152935 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 19 contains 107207 members 
Mstep: Class 20 contains 5782 members 
Mstep: Class 21 contains 99171 members 
Mstep: Class 22 contains 9253 members 
Entering Unmasked Estep 
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Iteration 86Q: 23 clusters Score -1.021001e+08 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 8750 members 
Mstep: Class 4 contains 13267 members 
Mstep: Class 5 contains 9802 members 
Mstep: Class 6 contains 46663 members 
Mstep: Class 7 contains 138465 members 
Mstep: Class 8 contains 38601 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15933 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 95918 members 
Mstep: Class 13 contains 133979 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 17621 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 152844 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 19 contains 108236 members 
Mstep: Class 20 contains 5837 members 
Mstep: Class 21 contains 97502 members 
Mstep: Class 22 contains 9321 members 
Entering Unmasked Estep 
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Iteration 87Q: 23 clusters Score -1.021004e+08 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 13258 members 
Mstep: Class 5 contains 9805 members 
Mstep: Class 6 contains 46675 members 
Mstep: Class 7 contains 138589 members 
Mstep: Class 8 contains 38582 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15908 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 95886 members 
Mstep: Class 13 contains 134322 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 17593 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 152726 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 109154 members 
Mstep: Class 20 contains 5893 members 
Mstep: Class 21 contains 96077 members 
Mstep: Class 22 contains 9379 members 
Entering Unmasked Estep 
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Iteration 88Q: 23 clusters Score -1.021005e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4164 members 
Mstep: Class 3 contains 9016 members 
Mstep: Class 4 contains 13235 members 
Mstep: Class 5 contains 9804 members 
Mstep: Class 6 contains 46671 members 
Mstep: Class 7 contains 138708 members 
Mstep: Class 8 contains 38558 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15877 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 95839 members 
Mstep: Class 13 contains 134667 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 15 contains 17566 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 152670 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 19 contains 109949 members 
Mstep: Class 20 contains 5948 members 
Mstep: Class 21 contains 94801 members 
Mstep: Class 22 contains 9423 members 
Entering Unmasked Estep 
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Iteration 89Q: 23 clusters Score -1.021005e+08 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4164 members 
Mstep: Class 3 contains 9128 members 
Mstep: Class 4 contains 13218 members 
Mstep: Class 5 contains 9802 members 
Mstep: Class 6 contains 46668 members 
Mstep: Class 7 contains 138796 members 
Mstep: Class 8 contains 38543 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15857 members 
Mstep: Class 11 contains 3103 members 
Mstep: Class 12 contains 95792 members 
Mstep: Class 13 contains 134882 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 15 contains 17546 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 152618 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 19 contains 110668 members 
Mstep: Class 20 contains 5995 members 
Mstep: Class 21 contains 93753 members 
Mstep: Class 22 contains 9464 members 
Entering Unmasked Estep 
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Iteration 90Q: 23 clusters Score -1.021003e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 9225 members 
Mstep: Class 4 contains 13196 members 
Mstep: Class 5 contains 9805 members 
Mstep: Class 6 contains 46668 members 
Mstep: Class 7 contains 138907 members 
Mstep: Class 8 contains 38527 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15828 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 95737 members 
Mstep: Class 13 contains 135065 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 17525 members 
Mstep: Class 16 contains 3756 members 
Mstep: Class 17 contains 152547 members 
Mstep: Class 18 contains 3180 members 
Mstep: Class 19 contains 111257 members 
Mstep: Class 20 contains 6036 members 
Mstep: Class 21 contains 92903 members 
Mstep: Class 22 contains 9504 members 
Entering Unmasked Estep 
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Iteration 91Q: 23 clusters Score -1.021005e+08 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4166 members 
Mstep: Class 3 contains 9303 members 
Mstep: Class 4 contains 13177 members 
Mstep: Class 5 contains 9807 members 
Mstep: Class 6 contains 46667 members 
Mstep: Class 7 contains 139044 members 
Mstep: Class 8 contains 38509 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15796 members 
Mstep: Class 11 contains 3109 members 
Mstep: Class 12 contains 95696 members 
Mstep: Class 13 contains 135115 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 17499 members 
Mstep: Class 16 contains 3756 members 
Mstep: Class 17 contains 152468 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 111840 members 
Mstep: Class 20 contains 6084 members 
Mstep: Class 21 contains 92183 members 
Mstep: Class 22 contains 9537 members 
Entering Unmasked Estep 
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Iteration 92Q: 23 clusters Score -1.021006e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4171 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 13170 members 
Mstep: Class 5 contains 9810 members 
Mstep: Class 6 contains 46673 members 
Mstep: Class 7 contains 139128 members 
Mstep: Class 8 contains 38492 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15773 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 95659 members 
Mstep: Class 13 contains 135108 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 15 contains 17479 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 152415 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 112358 members 
Mstep: Class 20 contains 6144 members 
Mstep: Class 21 contains 91559 members 
Mstep: Class 22 contains 9568 members 
Entering Unmasked Estep 
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Iteration 93Q: 23 clusters Score -1.021005e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4172 members 
Mstep: Class 3 contains 9438 members 
Mstep: Class 4 contains 13161 members 
Mstep: Class 5 contains 9814 members 
Mstep: Class 6 contains 46678 members 
Mstep: Class 7 contains 139226 members 
Mstep: Class 8 contains 38476 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15765 members 
Mstep: Class 11 contains 3121 members 
Mstep: Class 12 contains 95624 members 
Mstep: Class 13 contains 135055 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 17454 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 152360 members 
Mstep: Class 18 contains 3172 members 
Mstep: Class 19 contains 112801 members 
Mstep: Class 20 contains 6218 members 
Mstep: Class 21 contains 91040 members 
Mstep: Class 22 contains 9601 members 
Entering Unmasked Estep 
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Iteration 94Q: 23 clusters Score -1.021008e+08 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4172 members 
Mstep: Class 3 contains 9469 members 
Mstep: Class 4 contains 13153 members 
Mstep: Class 5 contains 9819 members 
Mstep: Class 6 contains 46678 members 
Mstep: Class 7 contains 139310 members 
Mstep: Class 8 contains 38467 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15748 members 
Mstep: Class 11 contains 3126 members 
Mstep: Class 12 contains 95607 members 
Mstep: Class 13 contains 134978 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 17432 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 152300 members 
Mstep: Class 18 contains 3170 members 
Mstep: Class 19 contains 113233 members 
Mstep: Class 20 contains 6279 members 
Mstep: Class 21 contains 90605 members 
Mstep: Class 22 contains 9626 members 
Entering Unmasked Estep 
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Iteration 95Q: 23 clusters Score -1.021007e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4171 members 
Mstep: Class 3 contains 9495 members 
Mstep: Class 4 contains 13147 members 
Mstep: Class 5 contains 9828 members 
Mstep: Class 6 contains 46674 members 
Mstep: Class 7 contains 139383 members 
Mstep: Class 8 contains 38467 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15738 members 
Mstep: Class 11 contains 3128 members 
Mstep: Class 12 contains 95598 members 
Mstep: Class 13 contains 134866 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 17413 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 152240 members 
Mstep: Class 18 contains 3166 members 
Mstep: Class 19 contains 113587 members 
Mstep: Class 20 contains 6329 members 
Mstep: Class 21 contains 90284 members 
Mstep: Class 22 contains 9659 members 
Entering Unmasked Estep 
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Iteration 96Q: 23 clusters Score -1.021006e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 9520 members 
Mstep: Class 4 contains 13140 members 
Mstep: Class 5 contains 9833 members 
Mstep: Class 6 contains 46663 members 
Mstep: Class 7 contains 139453 members 
Mstep: Class 8 contains 38460 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15742 members 
Mstep: Class 11 contains 3131 members 
Mstep: Class 12 contains 95598 members 
Mstep: Class 13 contains 134664 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 15 contains 17397 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 152202 members 
Mstep: Class 18 contains 3163 members 
Mstep: Class 19 contains 113942 members 
Mstep: Class 20 contains 6384 members 
Mstep: Class 21 contains 90035 members 
Mstep: Class 22 contains 9676 members 
Entering Unmasked Estep 
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Iteration 97Q: 23 clusters Score -1.021007e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4168 members 
Mstep: Class 3 contains 9553 members 
Mstep: Class 4 contains 13137 members 
Mstep: Class 5 contains 9835 members 
Mstep: Class 6 contains 46656 members 
Mstep: Class 7 contains 139531 members 
Mstep: Class 8 contains 38450 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15750 members 
Mstep: Class 11 contains 3131 members 
Mstep: Class 12 contains 95578 members 
Mstep: Class 13 contains 134397 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 15 contains 17381 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 152165 members 
Mstep: Class 18 contains 3161 members 
Mstep: Class 19 contains 114253 members 
Mstep: Class 20 contains 6455 members 
Mstep: Class 21 contains 89885 members 
Mstep: Class 22 contains 9685 members 
Entering Unmasked Estep 
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Iteration 98Q: 23 clusters Score -1.021008e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4164 members 
Mstep: Class 3 contains 9582 members 
Mstep: Class 4 contains 13131 members 
Mstep: Class 5 contains 9837 members 
Mstep: Class 6 contains 46651 members 
Mstep: Class 7 contains 139602 members 
Mstep: Class 8 contains 38449 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15745 members 
Mstep: Class 11 contains 3130 members 
Mstep: Class 12 contains 95547 members 
Mstep: Class 13 contains 134068 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 17357 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 152143 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 114612 members 
Mstep: Class 20 contains 6542 members 
Mstep: Class 21 contains 89753 members 
Mstep: Class 22 contains 9697 members 
Entering Unmasked Estep 
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Iteration 99Q: 23 clusters Score -1.021008e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 9606 members 
Mstep: Class 4 contains 13124 members 
Mstep: Class 5 contains 9833 members 
Mstep: Class 6 contains 46649 members 
Mstep: Class 7 contains 139680 members 
Mstep: Class 8 contains 38453 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15750 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 95525 members 
Mstep: Class 13 contains 133693 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 17337 members 
Mstep: Class 16 contains 3750 members 
Mstep: Class 17 contains 152103 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 114952 members 
Mstep: Class 20 contains 6617 members 
Mstep: Class 21 contains 89676 members 
Mstep: Class 22 contains 9715 members 
Entering Unmasked Estep 
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Iteration 100F: 23 clusters Score -1.021012e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4167 members 
Mstep: Class 3 contains 9634 members 
Mstep: Class 4 contains 13110 members 
Mstep: Class 5 contains 9833 members 
Mstep: Class 6 contains 46648 members 
Mstep: Class 7 contains 139756 members 
Mstep: Class 8 contains 38449 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15748 members 
Mstep: Class 11 contains 3133 members 
Mstep: Class 12 contains 95502 members 
Mstep: Class 13 contains 133261 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 17321 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 17 contains 152070 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 115376 members 
Mstep: Class 20 contains 6680 members 
Mstep: Class 21 contains 89596 members 
Mstep: Class 22 contains 9718 members 
Entering Unmasked Estep 
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Iteration 101Q: 23 clusters Score -1.021014e+08 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4168 members 
Mstep: Class 3 contains 9653 members 
Mstep: Class 4 contains 13107 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 46648 members 
Mstep: Class 7 contains 139853 members 
Mstep: Class 8 contains 38443 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15740 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 95504 members 
Mstep: Class 13 contains 132783 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 17293 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 17 contains 152016 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 115788 members 
Mstep: Class 20 contains 6741 members 
Mstep: Class 21 contains 89563 members 
Mstep: Class 22 contains 9728 members 
Entering Unmasked Estep 
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Iteration 102Q: 23 clusters Score -1.021015e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4170 members 
Mstep: Class 3 contains 9672 members 
Mstep: Class 4 contains 13095 members 
Mstep: Class 5 contains 9832 members 
Mstep: Class 6 contains 46643 members 
Mstep: Class 7 contains 139952 members 
Mstep: Class 8 contains 38436 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15730 members 
Mstep: Class 11 contains 3138 members 
Mstep: Class 12 contains 95497 members 
Mstep: Class 13 contains 132301 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 17266 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 17 contains 151964 members 
Mstep: Class 18 contains 3157 members 
Mstep: Class 19 contains 116181 members 
Mstep: Class 20 contains 6811 members 
Mstep: Class 21 contains 89558 members 
Mstep: Class 22 contains 9743 members 
Entering Unmasked Estep 
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Iteration 103Q: 23 clusters Score -1.021016e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4170 members 
Mstep: Class 3 contains 9698 members 
Mstep: Class 4 contains 13087 members 
Mstep: Class 5 contains 9829 members 
Mstep: Class 6 contains 46641 members 
Mstep: Class 7 contains 140012 members 
Mstep: Class 8 contains 38425 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15735 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 12 contains 95508 members 
Mstep: Class 13 contains 131776 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 17235 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 17 contains 151943 members 
Mstep: Class 18 contains 3157 members 
Mstep: Class 19 contains 116520 members 
Mstep: Class 20 contains 6891 members 
Mstep: Class 21 contains 89615 members 
Mstep: Class 22 contains 9757 members 
Entering Unmasked Estep 
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Iteration 104Q: 23 clusters Score -1.021018e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 9732 members 
Mstep: Class 4 contains 13084 members 
Mstep: Class 5 contains 9832 members 
Mstep: Class 6 contains 46633 members 
Mstep: Class 7 contains 140095 members 
Mstep: Class 8 contains 38416 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15743 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 95517 members 
Mstep: Class 13 contains 131185 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 17208 members 
Mstep: Class 16 contains 3750 members 
Mstep: Class 17 contains 151901 members 
Mstep: Class 18 contains 3156 members 
Mstep: Class 19 contains 116862 members 
Mstep: Class 20 contains 6974 members 
Mstep: Class 21 contains 89719 members 
Mstep: Class 22 contains 9770 members 
Entering Unmasked Estep 
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Iteration 105Q: 23 clusters Score -1.02102e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4170 members 
Mstep: Class 3 contains 9756 members 
Mstep: Class 4 contains 13085 members 
Mstep: Class 5 contains 9830 members 
Mstep: Class 6 contains 46617 members 
Mstep: Class 7 contains 140222 members 
Mstep: Class 8 contains 38406 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15729 members 
Mstep: Class 11 contains 3146 members 
Mstep: Class 12 contains 95510 members 
Mstep: Class 13 contains 130562 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 15 contains 17182 members 
Mstep: Class 16 contains 3750 members 
Mstep: Class 17 contains 151844 members 
Mstep: Class 18 contains 3155 members 
Mstep: Class 19 contains 117226 members 
Mstep: Class 20 contains 7068 members 
Mstep: Class 21 contains 89864 members 
Mstep: Class 22 contains 9772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101952.000000 Penalty: 49056.292969
Iteration 106Q: 23 clusters Score -1.02102e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 9768 members 
Mstep: Class 4 contains 13089 members 
Mstep: Class 5 contains 9831 members 
Mstep: Class 6 contains 46612 members 
Mstep: Class 7 contains 140373 members 
Mstep: Class 8 contains 38401 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15718 members 
Mstep: Class 11 contains 3148 members 
Mstep: Class 12 contains 95470 members 
Mstep: Class 13 contains 129955 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 151758 members 
Mstep: Class 18 contains 3154 members 
Mstep: Class 19 contains 117599 members 
Mstep: Class 20 contains 7150 members 
Mstep: Class 21 contains 90023 members 
Mstep: Class 22 contains 9775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102104.000000 Penalty: 49056.292969
Iteration 107Q: 23 clusters Score -1.021021e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4170 members 
Mstep: Class 3 contains 9782 members 
Mstep: Class 4 contains 13092 members 
Mstep: Class 5 contains 9836 members 
Mstep: Class 6 contains 46610 members 
Mstep: Class 7 contains 140543 members 
Mstep: Class 8 contains 38396 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15701 members 
Mstep: Class 11 contains 3150 members 
Mstep: Class 12 contains 95440 members 
Mstep: Class 13 contains 129284 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 17129 members 
Mstep: Class 16 contains 3746 members 
Mstep: Class 17 contains 151657 members 
Mstep: Class 18 contains 3155 members 
Mstep: Class 19 contains 117965 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 90220 members 
Mstep: Class 22 contains 9777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101896.000000 Penalty: 49056.292969
Iteration 108Q: 23 clusters Score -1.021019e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4167 members 
Mstep: Class 3 contains 9784 members 
Mstep: Class 4 contains 13089 members 
Mstep: Class 5 contains 9837 members 
Mstep: Class 6 contains 46614 members 
Mstep: Class 7 contains 140713 members 
Mstep: Class 8 contains 38399 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15677 members 
Mstep: Class 11 contains 3152 members 
Mstep: Class 12 contains 95425 members 
Mstep: Class 13 contains 128536 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 17084 members 
Mstep: Class 16 contains 3745 members 
Mstep: Class 17 contains 151549 members 
Mstep: Class 18 contains 3154 members 
Mstep: Class 19 contains 118415 members 
Mstep: Class 20 contains 7335 members 
Mstep: Class 21 contains 90439 members 
Mstep: Class 22 contains 9785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102040.000000 Penalty: 49056.292969
Iteration 109Q: 23 clusters Score -1.02102e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4166 members 
Mstep: Class 3 contains 9796 members 
Mstep: Class 4 contains 13090 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46606 members 
Mstep: Class 7 contains 140873 members 
Mstep: Class 8 contains 38399 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15662 members 
Mstep: Class 11 contains 3152 members 
Mstep: Class 12 contains 95403 members 
Mstep: Class 13 contains 127762 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 17046 members 
Mstep: Class 16 contains 3745 members 
Mstep: Class 17 contains 151458 members 
Mstep: Class 18 contains 3157 members 
Mstep: Class 19 contains 118810 members 
Mstep: Class 20 contains 7428 members 
Mstep: Class 21 contains 90717 members 
Mstep: Class 22 contains 9792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102144.000000 Penalty: 49056.292969
Iteration 110Q: 23 clusters Score -1.021021e+08 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4167 members 
Mstep: Class 3 contains 9797 members 
Mstep: Class 4 contains 13095 members 
Mstep: Class 5 contains 9836 members 
Mstep: Class 6 contains 46592 members 
Mstep: Class 7 contains 141066 members 
Mstep: Class 8 contains 38403 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15658 members 
Mstep: Class 11 contains 3154 members 
Mstep: Class 12 contains 95365 members 
Mstep: Class 13 contains 127051 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 17020 members 
Mstep: Class 16 contains 3746 members 
Mstep: Class 17 contains 151331 members 
Mstep: Class 18 contains 3157 members 
Mstep: Class 19 contains 119178 members 
Mstep: Class 20 contains 7523 members 
Mstep: Class 21 contains 90962 members 
Mstep: Class 22 contains 9800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102248.000000 Penalty: 49056.292969
Iteration 111Q: 23 clusters Score -1.021022e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4168 members 
Mstep: Class 3 contains 9793 members 
Mstep: Class 4 contains 13092 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46586 members 
Mstep: Class 7 contains 141294 members 
Mstep: Class 8 contains 38409 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 15655 members 
Mstep: Class 11 contains 3156 members 
Mstep: Class 12 contains 95332 members 
Mstep: Class 13 contains 126314 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 16991 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 151180 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 119577 members 
Mstep: Class 20 contains 7601 members 
Mstep: Class 21 contains 91201 members 
Mstep: Class 22 contains 9805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102424.000000 Penalty: 49056.292969
Iteration 112Q: 23 clusters Score -1.021024e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4171 members 
Mstep: Class 3 contains 9780 members 
Mstep: Class 4 contains 13093 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46592 members 
Mstep: Class 7 contains 141472 members 
Mstep: Class 8 contains 38412 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 15645 members 
Mstep: Class 11 contains 3158 members 
Mstep: Class 12 contains 95271 members 
Mstep: Class 13 contains 125563 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 16961 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 151065 members 
Mstep: Class 18 contains 3161 members 
Mstep: Class 19 contains 120020 members 
Mstep: Class 20 contains 7696 members 
Mstep: Class 21 contains 91432 members 
Mstep: Class 22 contains 9822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102288.000000 Penalty: 49056.292969
Iteration 113Q: 23 clusters Score -1.021023e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4171 members 
Mstep: Class 3 contains 9760 members 
Mstep: Class 4 contains 13089 members 
Mstep: Class 5 contains 9837 members 
Mstep: Class 6 contains 46599 members 
Mstep: Class 7 contains 141629 members 
Mstep: Class 8 contains 38411 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 3159 members 
Mstep: Class 12 contains 95237 members 
Mstep: Class 13 contains 124814 members 
Mstep: Class 14 contains 461 members 
Mstep: Class 15 contains 16941 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 150966 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 120445 members 
Mstep: Class 20 contains 7781 members 
Mstep: Class 21 contains 91679 members 
Mstep: Class 22 contains 9838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102312.000000 Penalty: 49056.292969
Iteration 114Q: 23 clusters Score -1.021023e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4175 members 
Mstep: Class 3 contains 9747 members 
Mstep: Class 4 contains 13087 members 
Mstep: Class 5 contains 9839 members 
Mstep: Class 6 contains 46609 members 
Mstep: Class 7 contains 141760 members 
Mstep: Class 8 contains 38413 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 15628 members 
Mstep: Class 11 contains 3159 members 
Mstep: Class 12 contains 95204 members 
Mstep: Class 13 contains 124092 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 16908 members 
Mstep: Class 16 contains 3746 members 
Mstep: Class 17 contains 150878 members 
Mstep: Class 18 contains 3158 members 
Mstep: Class 19 contains 120843 members 
Mstep: Class 20 contains 7864 members 
Mstep: Class 21 contains 91929 members 
Mstep: Class 22 contains 9858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102280.000000 Penalty: 49056.292969
Iteration 115Q: 23 clusters Score -1.021023e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4180 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 13085 members 
Mstep: Class 5 contains 9837 members 
Mstep: Class 6 contains 46625 members 
Mstep: Class 7 contains 141901 members 
Mstep: Class 8 contains 38415 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 15625 members 
Mstep: Class 11 contains 3161 members 
Mstep: Class 12 contains 95170 members 
Mstep: Class 13 contains 123394 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 16874 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 150788 members 
Mstep: Class 18 contains 3155 members 
Mstep: Class 19 contains 121202 members 
Mstep: Class 20 contains 7935 members 
Mstep: Class 21 contains 92211 members 
Mstep: Class 22 contains 9869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102240.000000 Penalty: 49056.292969
Iteration 116Q: 23 clusters Score -1.021022e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4181 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 13074 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46637 members 
Mstep: Class 7 contains 142089 members 
Mstep: Class 8 contains 38411 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 15630 members 
Mstep: Class 11 contains 3165 members 
Mstep: Class 12 contains 95122 members 
Mstep: Class 13 contains 122710 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 16834 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 150673 members 
Mstep: Class 18 contains 3153 members 
Mstep: Class 19 contains 121524 members 
Mstep: Class 20 contains 8013 members 
Mstep: Class 21 contains 92505 members 
Mstep: Class 22 contains 9882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102056.000000 Penalty: 49056.292969
Iteration 117Q: 23 clusters Score -1.021021e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4180 members 
Mstep: Class 3 contains 9708 members 
Mstep: Class 4 contains 13071 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 46644 members 
Mstep: Class 7 contains 142258 members 
Mstep: Class 8 contains 38405 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 15644 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 95085 members 
Mstep: Class 13 contains 121991 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 16800 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 150571 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 121854 members 
Mstep: Class 20 contains 8098 members 
Mstep: Class 21 contains 92791 members 
Mstep: Class 22 contains 9899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102208.000000 Penalty: 49056.292969
Iteration 118Q: 23 clusters Score -1.021022e+08 nChanged 2022
Entering ConstructFrom: 
Score: -102102208.000000 Penalty: 49056.292969
Entering ConstructFrom: 
Trying to split cluster 1 (2491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Entering Unmasked Estep 
Score: -262234.125000 Penalty: 1270.821411
	Iteration 0F: 2 clusters Score -262234.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -259918.031250 Penalty: 2541.642822
	Iteration 0F: 3 clusters Score -259918 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -260571.671875 Penalty: 2541.642822
	Iteration 1F: 3 clusters Score -260571.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -260770.703125 Penalty: 2541.642822
	Iteration 2F: 3 clusters Score -260770.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -260933.109375 Penalty: 2541.642822
	Iteration 3F: 3 clusters Score -260933.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -261077.843750 Penalty: 2541.642822
	Iteration 4Q: 3 clusters Score -261077.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -261162.296875 Penalty: 2541.642822
	Iteration 5Q: 3 clusters Score -261162.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -261226.500000 Penalty: 2541.642822
	Iteration 6Q: 3 clusters Score -261226.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -261258.328125 Penalty: 2541.642822
	Iteration 7Q: 3 clusters Score -261258.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -261280.218750 Penalty: 2541.642822
	Iteration 8Q: 3 clusters Score -261280.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -261305.062500 Penalty: 2541.642822
	Iteration 9Q: 3 clusters Score -261305.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -261328.515625 Penalty: 2541.642822
	Iteration 10Q: 3 clusters Score -261328.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -261358.609375 Penalty: 2541.642822
	Iteration 11Q: 3 clusters Score -261358.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -261392.875000 Penalty: 2541.642822
	Iteration 12Q: 3 clusters Score -261392.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -261439.531250 Penalty: 2541.642822
	Iteration 13Q: 3 clusters Score -261439.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -261513.000000 Penalty: 2541.642822
	Iteration 14Q: 3 clusters Score -261513 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -261594.796875 Penalty: 2541.642822
	Iteration 15Q: 3 clusters Score -261594.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -261693.265625 Penalty: 2541.642822
	Iteration 16Q: 3 clusters Score -261693.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -261805.734375 Penalty: 2541.642822
	Iteration 17Q: 3 clusters Score -261805.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -261888.750000 Penalty: 2541.642822
	Iteration 18Q: 3 clusters Score -261888.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -261954.406250 Penalty: 2541.642822
	Iteration 19Q: 3 clusters Score -261954.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -261994.406250 Penalty: 2541.642822
	Iteration 20F: 3 clusters Score -261994.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -262024.046875 Penalty: 2541.642822
	Iteration 21Q: 3 clusters Score -262024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -262055.671875 Penalty: 2541.642822
	Iteration 22Q: 3 clusters Score -262055.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -262075.093750 Penalty: 2541.642822
	Iteration 23Q: 3 clusters Score -262075.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -262081.328125 Penalty: 2541.642822
	Iteration 24Q: 3 clusters Score -262081.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -262084.312500 Penalty: 2541.642822
	Iteration 25Q: 3 clusters Score -262084.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -262092.265625 Penalty: 2541.642822
	Iteration 26Q: 3 clusters Score -262092.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -262097.078125 Penalty: 2541.642822
	Iteration 27Q: 3 clusters Score -262097.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -262108.703125 Penalty: 2541.642822
	Iteration 28Q: 3 clusters Score -262108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -262110.421875 Penalty: 2541.642822
	Iteration 29Q: 3 clusters Score -262110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -262112.875000 Penalty: 2541.642822
	Iteration 30Q: 3 clusters Score -262112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -262118.125000 Penalty: 2541.642822
	Iteration 31Q: 3 clusters Score -262118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -262120.437500 Penalty: 2541.642822
	Iteration 32Q: 3 clusters Score -262120.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -262120.437500 Penalty: 2541.642822
	Iteration 33F: 3 clusters Score -262120.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Entering Unmasked Estep 
Score: -453477.250000 Penalty: 1355.130127
	Iteration 0F: 2 clusters Score -453477.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -450064.781250 Penalty: 2710.260254
	Iteration 0F: 3 clusters Score -450064.8 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -451467.093750 Penalty: 2710.260254
	Iteration 1F: 3 clusters Score -451467.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -452108.968750 Penalty: 2710.260254
	Iteration 2F: 3 clusters Score -452109 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -452808.687500 Penalty: 2710.260254
	Iteration 3F: 3 clusters Score -452808.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -453247.531250 Penalty: 2710.260254
	Iteration 4F: 3 clusters Score -453247.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -453392.687500 Penalty: 2710.260254
	Iteration 5Q: 3 clusters Score -453392.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -453448.968750 Penalty: 2710.260254
	Iteration 6Q: 3 clusters Score -453449 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -453476.531250 Penalty: 2710.260254
	Iteration 7Q: 3 clusters Score -453476.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -453488.468750 Penalty: 2710.260254
	Iteration 8Q: 3 clusters Score -453488.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -453497.156250 Penalty: 2710.260254
	Iteration 9Q: 3 clusters Score -453497.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -453500.750000 Penalty: 2710.260254
	Iteration 10Q: 3 clusters Score -453500.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -453504.875000 Penalty: 2710.260254
	Iteration 11Q: 3 clusters Score -453504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -453506.812500 Penalty: 2710.260254
	Iteration 12Q: 3 clusters Score -453506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -453507.500000 Penalty: 2710.260254
	Iteration 13Q: 3 clusters Score -453507.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -453508.593750 Penalty: 2710.260254
	Iteration 14Q: 3 clusters Score -453508.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -453510.125000 Penalty: 2710.260254
	Iteration 15Q: 3 clusters Score -453510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -453510.812500 Penalty: 2710.260254
	Iteration 16Q: 3 clusters Score -453510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -453510.812500 Penalty: 2710.260254
	Iteration 17F: 3 clusters Score -453510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 9707 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 9841 members 
Mstep: Class 6 contains 46642 members 
Mstep: Class 7 contains 142419 members 
Mstep: Class 8 contains 38396 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 15657 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 95036 members 
Mstep: Class 13 contains 121311 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 16756 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 150497 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 122168 members 
Mstep: Class 20 contains 8191 members 
Mstep: Class 21 contains 93050 members 
Mstep: Class 22 contains 9919 members 
Mstep: Class 23 contains 1624 members 
Entering Unmasked Estep 
Score: -102101088.000000 Penalty: 51286.125000
Splitting cluster 2 changes total score from -102102208.000000 to -102101088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Entering Unmasked Estep 
Score: -1117442.750000 Penalty: 1491.848022
	Iteration 0F: 2 clusters Score -1117443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1110450.250000 Penalty: 2983.696045
	Iteration 0F: 3 clusters Score -1110450 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1112718.125000 Penalty: 2983.696045
	Iteration 1F: 3 clusters Score -1112718 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1113110.625000 Penalty: 2983.696045
	Iteration 2F: 3 clusters Score -1113111 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1113551.625000 Penalty: 2983.696045
	Iteration 3F: 3 clusters Score -1113552 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1114008.750000 Penalty: 2983.696045
	Iteration 4F: 3 clusters Score -1114009 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1114426.500000 Penalty: 2983.696045
	Iteration 5Q: 3 clusters Score -1114426 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1114820.500000 Penalty: 2983.696045
	Iteration 6Q: 3 clusters Score -1114820 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1115139.000000 Penalty: 2983.696045
	Iteration 7Q: 3 clusters Score -1115139 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1115388.125000 Penalty: 2983.696045
	Iteration 8Q: 3 clusters Score -1115388 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1115572.000000 Penalty: 2983.696045
	Iteration 9Q: 3 clusters Score -1115572 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1115718.500000 Penalty: 2983.696045
	Iteration 10Q: 3 clusters Score -1115718 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1115823.875000 Penalty: 2983.696045
	Iteration 11Q: 3 clusters Score -1115824 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1115889.750000 Penalty: 2983.696045
	Iteration 12Q: 3 clusters Score -1115890 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1115946.125000 Penalty: 2983.696045
	Iteration 13Q: 3 clusters Score -1115946 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1115988.000000 Penalty: 2983.696045
	Iteration 14Q: 3 clusters Score -1115988 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1116025.625000 Penalty: 2983.696045
	Iteration 15Q: 3 clusters Score -1116026 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1116059.500000 Penalty: 2983.696045
	Iteration 16Q: 3 clusters Score -1116060 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1116087.125000 Penalty: 2983.696045
	Iteration 17Q: 3 clusters Score -1116087 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1116112.875000 Penalty: 2983.696045
	Iteration 18Q: 3 clusters Score -1116113 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1116133.875000 Penalty: 2983.696045
	Iteration 19Q: 3 clusters Score -1116134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1116148.375000 Penalty: 2983.696045
	Iteration 20F: 3 clusters Score -1116148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1116157.875000 Penalty: 2983.696045
	Iteration 21Q: 3 clusters Score -1116158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1116173.750000 Penalty: 2983.696045
	Iteration 22Q: 3 clusters Score -1116174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1116180.500000 Penalty: 2983.696045
	Iteration 23Q: 3 clusters Score -1116180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1116187.375000 Penalty: 2983.696045
	Iteration 24Q: 3 clusters Score -1116187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1116191.375000 Penalty: 2983.696045
	Iteration 25Q: 3 clusters Score -1116191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1116199.875000 Penalty: 2983.696045
	Iteration 26Q: 3 clusters Score -1116200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1116202.000000 Penalty: 2983.696045
	Iteration 27Q: 3 clusters Score -1116202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1116207.250000 Penalty: 2983.696045
	Iteration 28Q: 3 clusters Score -1116207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1116208.750000 Penalty: 2983.696045
	Iteration 29Q: 3 clusters Score -1116209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1116213.500000 Penalty: 2983.696045
	Iteration 30Q: 3 clusters Score -1116214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1116215.500000 Penalty: 2983.696045
	Iteration 31Q: 3 clusters Score -1116216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1116219.250000 Penalty: 2983.696045
	Iteration 32Q: 3 clusters Score -1116219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1116219.750000 Penalty: 2983.696045
	Iteration 33Q: 3 clusters Score -1116220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1116222.875000 Penalty: 2983.696045
	Iteration 34Q: 3 clusters Score -1116223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1116224.375000 Penalty: 2983.696045
	Iteration 35Q: 3 clusters Score -1116224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1116228.500000 Penalty: 2983.696045
	Iteration 36Q: 3 clusters Score -1116228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1116231.125000 Penalty: 2983.696045
	Iteration 37Q: 3 clusters Score -1116231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1116234.500000 Penalty: 2983.696045
	Iteration 38Q: 3 clusters Score -1116234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1116238.750000 Penalty: 2983.696045
	Iteration 39Q: 3 clusters Score -1116239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1116241.750000 Penalty: 2983.696045
	Iteration 40F: 3 clusters Score -1116242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1116242.375000 Penalty: 2983.696045
	Iteration 41Q: 3 clusters Score -1116242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1116246.125000 Penalty: 2983.696045
	Iteration 42Q: 3 clusters Score -1116246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1116251.375000 Penalty: 2983.696045
	Iteration 43Q: 3 clusters Score -1116251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1116253.250000 Penalty: 2983.696045
	Iteration 44Q: 3 clusters Score -1116253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1116254.125000 Penalty: 2983.696045
	Iteration 45Q: 3 clusters Score -1116254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1116256.625000 Penalty: 2983.696045
	Iteration 46Q: 3 clusters Score -1116257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1116256.125000 Penalty: 2983.696045
	Iteration 47Q: 3 clusters Score -1116256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1116255.750000 Penalty: 2983.696045
	Iteration 48Q: 3 clusters Score -1116256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1116256.875000 Penalty: 2983.696045
	Iteration 49Q: 3 clusters Score -1116257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1116257.375000 Penalty: 2983.696045
	Iteration 50Q: 3 clusters Score -1116257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1116257.375000 Penalty: 2983.696045
	Iteration 51F: 3 clusters Score -1116257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Entering Unmasked Estep 
Score: -1510773.250000 Penalty: 1540.125000
	Iteration 0F: 2 clusters Score -1510773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1501620.250000 Penalty: 3080.250000
	Iteration 0F: 3 clusters Score -1501620 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1504605.375000 Penalty: 3080.250000
	Iteration 1F: 3 clusters Score -1504605 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1504869.125000 Penalty: 3080.250000
	Iteration 2F: 3 clusters Score -1504869 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1505079.375000 Penalty: 3080.250000
	Iteration 3Q: 3 clusters Score -1505079 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1505233.250000 Penalty: 3080.250000
	Iteration 4Q: 3 clusters Score -1505233 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1505373.000000 Penalty: 3080.250000
	Iteration 5Q: 3 clusters Score -1505373 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1505528.250000 Penalty: 3080.250000
	Iteration 6Q: 3 clusters Score -1505528 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1505689.250000 Penalty: 3080.250000
	Iteration 7Q: 3 clusters Score -1505689 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1505852.125000 Penalty: 3080.250000
	Iteration 8Q: 3 clusters Score -1505852 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1506047.375000 Penalty: 3080.250000
	Iteration 9Q: 3 clusters Score -1506047 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1506291.750000 Penalty: 3080.250000
	Iteration 10Q: 3 clusters Score -1506292 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1506580.250000 Penalty: 3080.250000
	Iteration 11Q: 3 clusters Score -1506580 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1506896.875000 Penalty: 3080.250000
	Iteration 12Q: 3 clusters Score -1506897 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1507225.125000 Penalty: 3080.250000
	Iteration 13Q: 3 clusters Score -1507225 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1507475.000000 Penalty: 3080.250000
	Iteration 14Q: 3 clusters Score -1507475 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1507640.500000 Penalty: 3080.250000
	Iteration 15Q: 3 clusters Score -1507640 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1507733.625000 Penalty: 3080.250000
	Iteration 16Q: 3 clusters Score -1507734 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1507801.125000 Penalty: 3080.250000
	Iteration 17Q: 3 clusters Score -1507801 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1507845.625000 Penalty: 3080.250000
	Iteration 18Q: 3 clusters Score -1507846 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1507890.250000 Penalty: 3080.250000
	Iteration 19Q: 3 clusters Score -1507890 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1507931.500000 Penalty: 3080.250000
	Iteration 20F: 3 clusters Score -1507932 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1507972.125000 Penalty: 3080.250000
	Iteration 21Q: 3 clusters Score -1507972 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1508001.875000 Penalty: 3080.250000
	Iteration 22Q: 3 clusters Score -1508002 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1508037.875000 Penalty: 3080.250000
	Iteration 23Q: 3 clusters Score -1508038 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1508078.375000 Penalty: 3080.250000
	Iteration 24Q: 3 clusters Score -1508078 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1508123.625000 Penalty: 3080.250000
	Iteration 25Q: 3 clusters Score -1508124 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1508172.625000 Penalty: 3080.250000
	Iteration 26Q: 3 clusters Score -1508173 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1508220.875000 Penalty: 3080.250000
	Iteration 27Q: 3 clusters Score -1508221 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1508270.000000 Penalty: 3080.250000
	Iteration 28Q: 3 clusters Score -1508270 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1508320.125000 Penalty: 3080.250000
	Iteration 29Q: 3 clusters Score -1508320 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1508376.875000 Penalty: 3080.250000
	Iteration 30Q: 3 clusters Score -1508377 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1508426.250000 Penalty: 3080.250000
	Iteration 31Q: 3 clusters Score -1508426 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1508485.625000 Penalty: 3080.250000
	Iteration 32Q: 3 clusters Score -1508486 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1508565.250000 Penalty: 3080.250000
	Iteration 33Q: 3 clusters Score -1508565 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1508630.750000 Penalty: 3080.250000
	Iteration 34Q: 3 clusters Score -1508631 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1508700.000000 Penalty: 3080.250000
	Iteration 35Q: 3 clusters Score -1508700 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1508775.875000 Penalty: 3080.250000
	Iteration 36Q: 3 clusters Score -1508776 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1508861.625000 Penalty: 3080.250000
	Iteration 37Q: 3 clusters Score -1508862 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1508931.625000 Penalty: 3080.250000
	Iteration 38Q: 3 clusters Score -1508932 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1508987.875000 Penalty: 3080.250000
	Iteration 39Q: 3 clusters Score -1508988 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1509034.875000 Penalty: 3080.250000
	Iteration 40F: 3 clusters Score -1509035 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1509072.625000 Penalty: 3080.250000
	Iteration 41Q: 3 clusters Score -1509073 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1509110.500000 Penalty: 3080.250000
	Iteration 42Q: 3 clusters Score -1509110 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1509139.750000 Penalty: 3080.250000
	Iteration 43Q: 3 clusters Score -1509140 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1509180.250000 Penalty: 3080.250000
	Iteration 44Q: 3 clusters Score -1509180 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1509203.375000 Penalty: 3080.250000
	Iteration 45Q: 3 clusters Score -1509203 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1509231.125000 Penalty: 3080.250000
	Iteration 46Q: 3 clusters Score -1509231 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1509259.500000 Penalty: 3080.250000
	Iteration 47Q: 3 clusters Score -1509260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1509282.750000 Penalty: 3080.250000
	Iteration 48Q: 3 clusters Score -1509283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1509299.625000 Penalty: 3080.250000
	Iteration 49Q: 3 clusters Score -1509300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1509319.125000 Penalty: 3080.250000
	Iteration 50Q: 3 clusters Score -1509319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1509343.000000 Penalty: 3080.250000
	Iteration 51Q: 3 clusters Score -1509343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1509356.000000 Penalty: 3080.250000
	Iteration 52Q: 3 clusters Score -1509356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1509366.375000 Penalty: 3080.250000
	Iteration 53Q: 3 clusters Score -1509366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1509374.125000 Penalty: 3080.250000
	Iteration 54Q: 3 clusters Score -1509374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1509386.000000 Penalty: 3080.250000
	Iteration 55Q: 3 clusters Score -1509386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1509390.750000 Penalty: 3080.250000
	Iteration 56Q: 3 clusters Score -1509391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1509394.000000 Penalty: 3080.250000
	Iteration 57Q: 3 clusters Score -1509394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1509399.500000 Penalty: 3080.250000
	Iteration 58Q: 3 clusters Score -1509400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1509401.875000 Penalty: 3080.250000
	Iteration 59Q: 3 clusters Score -1509402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1509401.500000 Penalty: 3080.250000
	Iteration 60F: 3 clusters Score -1509402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1509410.875000 Penalty: 3080.250000
	Iteration 61Q: 3 clusters Score -1509411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1509419.625000 Penalty: 3080.250000
	Iteration 62Q: 3 clusters Score -1509420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1509422.250000 Penalty: 3080.250000
	Iteration 63Q: 3 clusters Score -1509422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1509427.750000 Penalty: 3080.250000
	Iteration 64Q: 3 clusters Score -1509428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1509432.750000 Penalty: 3080.250000
	Iteration 65Q: 3 clusters Score -1509433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1509436.750000 Penalty: 3080.250000
	Iteration 66Q: 3 clusters Score -1509437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1509441.000000 Penalty: 3080.250000
	Iteration 67Q: 3 clusters Score -1509441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1509443.625000 Penalty: 3080.250000
	Iteration 68Q: 3 clusters Score -1509444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1509448.500000 Penalty: 3080.250000
	Iteration 69Q: 3 clusters Score -1509448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1509451.750000 Penalty: 3080.250000
	Iteration 70Q: 3 clusters Score -1509452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1509456.375000 Penalty: 3080.250000
	Iteration 71Q: 3 clusters Score -1509456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1509459.250000 Penalty: 3080.250000
	Iteration 72Q: 3 clusters Score -1509459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1509459.625000 Penalty: 3080.250000
	Iteration 73Q: 3 clusters Score -1509460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1509462.125000 Penalty: 3080.250000
	Iteration 74Q: 3 clusters Score -1509462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1509462.125000 Penalty: 3080.250000
	Iteration 75F: 3 clusters Score -1509462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1122788.250000 Penalty: 1494.075928
	Iteration 0F: 2 clusters Score -1122788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1115693.625000 Penalty: 2988.151855
	Iteration 0F: 3 clusters Score -1115694 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1117936.750000 Penalty: 2988.151855
	Iteration 1F: 3 clusters Score -1117937 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1118167.125000 Penalty: 2988.151855
	Iteration 2F: 3 clusters Score -1118167 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1118356.750000 Penalty: 2988.151855
	Iteration 3Q: 3 clusters Score -1118357 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1118544.000000 Penalty: 2988.151855
	Iteration 4Q: 3 clusters Score -1118544 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1118745.125000 Penalty: 2988.151855
	Iteration 5Q: 3 clusters Score -1118745 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1118982.000000 Penalty: 2988.151855
	Iteration 6Q: 3 clusters Score -1118982 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1119261.750000 Penalty: 2988.151855
	Iteration 7Q: 3 clusters Score -1119262 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1119585.000000 Penalty: 2988.151855
	Iteration 8F: 3 clusters Score -1119585 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1119944.875000 Penalty: 2988.151855
	Iteration 9F: 3 clusters Score -1119945 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1120355.750000 Penalty: 2988.151855
	Iteration 10F: 3 clusters Score -1120356 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1120734.625000 Penalty: 2988.151855
	Iteration 11Q: 3 clusters Score -1120735 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1121025.250000 Penalty: 2988.151855
	Iteration 12Q: 3 clusters Score -1121025 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1121200.625000 Penalty: 2988.151855
	Iteration 13Q: 3 clusters Score -1121201 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1121321.250000 Penalty: 2988.151855
	Iteration 14Q: 3 clusters Score -1121321 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1121396.500000 Penalty: 2988.151855
	Iteration 15Q: 3 clusters Score -1121396 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1121448.875000 Penalty: 2988.151855
	Iteration 16Q: 3 clusters Score -1121449 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1121487.750000 Penalty: 2988.151855
	Iteration 17Q: 3 clusters Score -1121488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1121524.625000 Penalty: 2988.151855
	Iteration 18Q: 3 clusters Score -1121525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1121549.250000 Penalty: 2988.151855
	Iteration 19Q: 3 clusters Score -1121549 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1121568.375000 Penalty: 2988.151855
	Iteration 20F: 3 clusters Score -1121568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1121577.125000 Penalty: 2988.151855
	Iteration 21Q: 3 clusters Score -1121577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1121584.250000 Penalty: 2988.151855
	Iteration 22Q: 3 clusters Score -1121584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1121588.750000 Penalty: 2988.151855
	Iteration 23Q: 3 clusters Score -1121589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1121593.375000 Penalty: 2988.151855
	Iteration 24Q: 3 clusters Score -1121593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1121595.875000 Penalty: 2988.151855
	Iteration 25Q: 3 clusters Score -1121596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1121605.000000 Penalty: 2988.151855
	Iteration 26Q: 3 clusters Score -1121605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1121614.125000 Penalty: 2988.151855
	Iteration 27Q: 3 clusters Score -1121614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1121625.500000 Penalty: 2988.151855
	Iteration 28Q: 3 clusters Score -1121626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1121631.250000 Penalty: 2988.151855
	Iteration 29Q: 3 clusters Score -1121631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1121637.250000 Penalty: 2988.151855
	Iteration 30Q: 3 clusters Score -1121637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1121638.875000 Penalty: 2988.151855
	Iteration 31Q: 3 clusters Score -1121639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1121640.625000 Penalty: 2988.151855
	Iteration 32Q: 3 clusters Score -1121641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1121641.875000 Penalty: 2988.151855
	Iteration 33Q: 3 clusters Score -1121642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1121643.625000 Penalty: 2988.151855
	Iteration 34Q: 3 clusters Score -1121644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1121643.750000 Penalty: 2988.151855
	Iteration 35Q: 3 clusters Score -1121644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1121643.750000 Penalty: 2988.151855
	Iteration 36F: 3 clusters Score -1121644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Entering Unmasked Estep 
Score: -5349522.500000 Penalty: 1746.916748
	Iteration 0F: 2 clusters Score -5349522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -5318130.500000 Penalty: 3493.833496
	Iteration 0F: 3 clusters Score -5318130 nChanged 21986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -5330795.500000 Penalty: 3493.833496
	Iteration 1F: 3 clusters Score -5330796 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -5331348.000000 Penalty: 3493.833496
	Iteration 2Q: 3 clusters Score -5331348 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -5332017.000000 Penalty: 3493.833496
	Iteration 3Q: 3 clusters Score -5332017 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -5332934.500000 Penalty: 3493.833496
	Iteration 4Q: 3 clusters Score -5332934 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -5334147.500000 Penalty: 3493.833496
	Iteration 5F: 3 clusters Score -5334148 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -5336068.000000 Penalty: 3493.833496
	Iteration 6F: 3 clusters Score -5336068 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -5338651.500000 Penalty: 3493.833496
	Iteration 7F: 3 clusters Score -5338652 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -5341763.500000 Penalty: 3493.833496
	Iteration 8F: 3 clusters Score -5341764 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -5344589.000000 Penalty: 3493.833496
	Iteration 9F: 3 clusters Score -5344589 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5346419.500000 Penalty: 3493.833496
	Iteration 10Q: 3 clusters Score -5346420 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5347364.000000 Penalty: 3493.833496
	Iteration 11Q: 3 clusters Score -5347364 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5347792.000000 Penalty: 3493.833496
	Iteration 12Q: 3 clusters Score -5347792 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5348032.000000 Penalty: 3493.833496
	Iteration 13Q: 3 clusters Score -5348032 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5348158.500000 Penalty: 3493.833496
	Iteration 14Q: 3 clusters Score -5348158 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5348203.000000 Penalty: 3493.833496
	Iteration 15Q: 3 clusters Score -5348203 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5348238.000000 Penalty: 3493.833496
	Iteration 16Q: 3 clusters Score -5348238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5348278.500000 Penalty: 3493.833496
	Iteration 17Q: 3 clusters Score -5348278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5348288.000000 Penalty: 3493.833496
	Iteration 18Q: 3 clusters Score -5348288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5348317.000000 Penalty: 3493.833496
	Iteration 19Q: 3 clusters Score -5348317 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5348335.000000 Penalty: 3493.833496
	Iteration 20F: 3 clusters Score -5348335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5348336.500000 Penalty: 3493.833496
	Iteration 21Q: 3 clusters Score -5348336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5348343.500000 Penalty: 3493.833496
	Iteration 22Q: 3 clusters Score -5348344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5348343.000000 Penalty: 3493.833496
	Iteration 23Q: 3 clusters Score -5348343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5348349.500000 Penalty: 3493.833496
	Iteration 24Q: 3 clusters Score -5348350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5348353.500000 Penalty: 3493.833496
	Iteration 25Q: 3 clusters Score -5348354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5348355.000000 Penalty: 3493.833496
	Iteration 26Q: 3 clusters Score -5348355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5348363.000000 Penalty: 3493.833496
	Iteration 27Q: 3 clusters Score -5348363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5348357.000000 Penalty: 3493.833496
	Iteration 28Q: 3 clusters Score -5348357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5348359.000000 Penalty: 3493.833496
	Iteration 29Q: 3 clusters Score -5348359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5348360.500000 Penalty: 3493.833496
	Iteration 30Q: 3 clusters Score -5348360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5348364.500000 Penalty: 3493.833496
	Iteration 31Q: 3 clusters Score -5348364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5348367.000000 Penalty: 3493.833496
	Iteration 32Q: 3 clusters Score -5348367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5348363.500000 Penalty: 3493.833496
	Iteration 33Q: 3 clusters Score -5348364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5348368.000000 Penalty: 3493.833496
	Iteration 34Q: 3 clusters Score -5348368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5348374.000000 Penalty: 3493.833496
	Iteration 35Q: 3 clusters Score -5348374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5348379.500000 Penalty: 3493.833496
	Iteration 36Q: 3 clusters Score -5348380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5348394.000000 Penalty: 3493.833496
	Iteration 37Q: 3 clusters Score -5348394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5348389.000000 Penalty: 3493.833496
	Iteration 38Q: 3 clusters Score -5348389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5348391.500000 Penalty: 3493.833496
	Iteration 39Q: 3 clusters Score -5348392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5348389.000000 Penalty: 3493.833496
	Iteration 40F: 3 clusters Score -5348389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5348389.000000 Penalty: 3493.833496
	Iteration 41Q: 3 clusters Score -5348389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5348397.500000 Penalty: 3493.833496
	Iteration 42Q: 3 clusters Score -5348398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5348394.500000 Penalty: 3493.833496
	Iteration 43Q: 3 clusters Score -5348394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5348397.500000 Penalty: 3493.833496
	Iteration 44Q: 3 clusters Score -5348398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5348398.500000 Penalty: 3493.833496
	Iteration 45Q: 3 clusters Score -5348398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5348398.500000 Penalty: 3493.833496
	Iteration 46Q: 3 clusters Score -5348398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5348394.000000 Penalty: 3493.833496
	Iteration 47Q: 3 clusters Score -5348394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5348395.000000 Penalty: 3493.833496
	Iteration 48Q: 3 clusters Score -5348395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5348394.500000 Penalty: 3493.833496
	Iteration 49Q: 3 clusters Score -5348394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5348398.500000 Penalty: 3493.833496
	Iteration 50Q: 3 clusters Score -5348398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5348391.500000 Penalty: 3493.833496
	Iteration 51Q: 3 clusters Score -5348392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5348395.500000 Penalty: 3493.833496
	Iteration 52Q: 3 clusters Score -5348396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5348393.500000 Penalty: 3493.833496
	Iteration 53Q: 3 clusters Score -5348394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5348393.500000 Penalty: 3493.833496
	Iteration 54F: 3 clusters Score -5348394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (142419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142419 members 
Entering Unmasked Estep 
Score: -16089319.000000 Penalty: 1928.310913
	Iteration 0F: 2 clusters Score -1.608932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -15993995.000000 Penalty: 3856.621826
	Iteration 0F: 3 clusters Score -1.5994e+07 nChanged 68619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 76472 members 
Entering Unmasked Estep 
Score: -16035655.000000 Penalty: 3856.621826
	Iteration 1F: 3 clusters Score -1.603566e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -16038172.000000 Penalty: 3856.621826
	Iteration 2Q: 3 clusters Score -1.603817e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -16042265.000000 Penalty: 3856.621826
	Iteration 3F: 3 clusters Score -1.604226e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -16048476.000000 Penalty: 3856.621826
	Iteration 4F: 3 clusters Score -1.604848e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 97012 members 
Entering Unmasked Estep 
Score: -16057119.000000 Penalty: 3856.621826
	Iteration 5F: 3 clusters Score -1.605712e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 105538 members 
Entering Unmasked Estep 
Score: -16066491.000000 Penalty: 3856.621826
	Iteration 6F: 3 clusters Score -1.606649e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 112909 members 
Entering Unmasked Estep 
Score: -16074017.000000 Penalty: 3856.621826
	Iteration 7F: 3 clusters Score -1.607402e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 118443 members 
Entering Unmasked Estep 
Score: -16079177.000000 Penalty: 3856.621826
	Iteration 8Q: 3 clusters Score -1.607918e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 122432 members 
Entering Unmasked Estep 
Score: -16082197.000000 Penalty: 3856.621826
	Iteration 9Q: 3 clusters Score -1.60822e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 125490 members 
Entering Unmasked Estep 
Score: -16083999.000000 Penalty: 3856.621826
	Iteration 10Q: 3 clusters Score -1.6084e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 127915 members 
Entering Unmasked Estep 
Score: -16085161.000000 Penalty: 3856.621826
	Iteration 11Q: 3 clusters Score -1.608516e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 129940 members 
Entering Unmasked Estep 
Score: -16086196.000000 Penalty: 3856.621826
	Iteration 12Q: 3 clusters Score -1.60862e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 131555 members 
Entering Unmasked Estep 
Score: -16086892.000000 Penalty: 3856.621826
	Iteration 13Q: 3 clusters Score -1.608689e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 132884 members 
Entering Unmasked Estep 
Score: -16087402.000000 Penalty: 3856.621826
	Iteration 14Q: 3 clusters Score -1.60874e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 133946 members 
Entering Unmasked Estep 
Score: -16087749.000000 Penalty: 3856.621826
	Iteration 15Q: 3 clusters Score -1.608775e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 134806 members 
Entering Unmasked Estep 
Score: -16088005.000000 Penalty: 3856.621826
	Iteration 16Q: 3 clusters Score -1.6088e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 135580 members 
Entering Unmasked Estep 
Score: -16088206.000000 Penalty: 3856.621826
	Iteration 17Q: 3 clusters Score -1.608821e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 136232 members 
Entering Unmasked Estep 
Score: -16088444.000000 Penalty: 3856.621826
	Iteration 18Q: 3 clusters Score -1.608844e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 136794 members 
Entering Unmasked Estep 
Score: -16088587.000000 Penalty: 3856.621826
	Iteration 19Q: 3 clusters Score -1.608859e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 137268 members 
Entering Unmasked Estep 
Score: -16088710.000000 Penalty: 3856.621826
	Iteration 20F: 3 clusters Score -1.608871e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 137639 members 
Entering Unmasked Estep 
Score: -16088794.000000 Penalty: 3856.621826
	Iteration 21Q: 3 clusters Score -1.608879e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 137929 members 
Entering Unmasked Estep 
Score: -16088859.000000 Penalty: 3856.621826
	Iteration 22Q: 3 clusters Score -1.608886e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 138169 members 
Entering Unmasked Estep 
Score: -16088928.000000 Penalty: 3856.621826
	Iteration 23Q: 3 clusters Score -1.608893e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 138368 members 
Entering Unmasked Estep 
Score: -16088985.000000 Penalty: 3856.621826
	Iteration 24Q: 3 clusters Score -1.608898e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 138526 members 
Entering Unmasked Estep 
Score: -16089012.000000 Penalty: 3856.621826
	Iteration 25Q: 3 clusters Score -1.608901e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 138639 members 
Entering Unmasked Estep 
Score: -16088994.000000 Penalty: 3856.621826
	Iteration 26Q: 3 clusters Score -1.608899e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 138740 members 
Entering Unmasked Estep 
Score: -16089002.000000 Penalty: 3856.621826
	Iteration 27Q: 3 clusters Score -1.6089e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 138829 members 
Entering Unmasked Estep 
Score: -16089042.000000 Penalty: 3856.621826
	Iteration 28Q: 3 clusters Score -1.608904e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 138908 members 
Entering Unmasked Estep 
Score: -16089043.000000 Penalty: 3856.621826
	Iteration 29Q: 3 clusters Score -1.608904e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 138973 members 
Entering Unmasked Estep 
Score: -16089042.000000 Penalty: 3856.621826
	Iteration 30Q: 3 clusters Score -1.608904e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 139039 members 
Entering Unmasked Estep 
Score: -16089064.000000 Penalty: 3856.621826
	Iteration 31Q: 3 clusters Score -1.608906e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 139090 members 
Entering Unmasked Estep 
Score: -16089050.000000 Penalty: 3856.621826
	Iteration 32Q: 3 clusters Score -1.608905e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 139133 members 
Entering Unmasked Estep 
Score: -16089072.000000 Penalty: 3856.621826
	Iteration 33Q: 3 clusters Score -1.608907e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 139162 members 
Entering Unmasked Estep 
Score: -16089065.000000 Penalty: 3856.621826
	Iteration 34Q: 3 clusters Score -1.608906e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 139185 members 
Entering Unmasked Estep 
Score: -16089066.000000 Penalty: 3856.621826
	Iteration 35Q: 3 clusters Score -1.608907e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 139220 members 
Entering Unmasked Estep 
Score: -16089074.000000 Penalty: 3856.621826
	Iteration 36Q: 3 clusters Score -1.608907e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 139255 members 
Entering Unmasked Estep 
Score: -16089052.000000 Penalty: 3856.621826
	Iteration 37Q: 3 clusters Score -1.608905e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 139284 members 
Entering Unmasked Estep 
Score: -16089066.000000 Penalty: 3856.621826
	Iteration 38Q: 3 clusters Score -1.608907e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 139316 members 
Entering Unmasked Estep 
Score: -16089081.000000 Penalty: 3856.621826
	Iteration 39Q: 3 clusters Score -1.608908e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 139339 members 
Entering Unmasked Estep 
Score: -16089108.000000 Penalty: 3856.621826
	Iteration 40F: 3 clusters Score -1.608911e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 139369 members 
Entering Unmasked Estep 
Score: -16089124.000000 Penalty: 3856.621826
	Iteration 41Q: 3 clusters Score -1.608912e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 139395 members 
Entering Unmasked Estep 
Score: -16089125.000000 Penalty: 3856.621826
	Iteration 42Q: 3 clusters Score -1.608912e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 139410 members 
Entering Unmasked Estep 
Score: -16089131.000000 Penalty: 3856.621826
	Iteration 43Q: 3 clusters Score -1.608913e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 139428 members 
Entering Unmasked Estep 
Score: -16089131.000000 Penalty: 3856.621826
	Iteration 44Q: 3 clusters Score -1.608913e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 139442 members 
Entering Unmasked Estep 
Score: -16089124.000000 Penalty: 3856.621826
	Iteration 45Q: 3 clusters Score -1.608912e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 139461 members 
Entering Unmasked Estep 
Score: -16089100.000000 Penalty: 3856.621826
	Iteration 46Q: 3 clusters Score -1.60891e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 139479 members 
Entering Unmasked Estep 
Score: -16089105.000000 Penalty: 3856.621826
	Iteration 47Q: 3 clusters Score -1.60891e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 139492 members 
Entering Unmasked Estep 
Score: -16089137.000000 Penalty: 3856.621826
	Iteration 48Q: 3 clusters Score -1.608914e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 139512 members 
Entering Unmasked Estep 
Score: -16089158.000000 Penalty: 3856.621826
	Iteration 49Q: 3 clusters Score -1.608916e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 139527 members 
Entering Unmasked Estep 
Score: -16089165.000000 Penalty: 3856.621826
	Iteration 50Q: 3 clusters Score -1.608916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 139540 members 
Entering Unmasked Estep 
Score: -16089168.000000 Penalty: 3856.621826
	Iteration 51Q: 3 clusters Score -1.608917e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 139549 members 
Entering Unmasked Estep 
Score: -16089156.000000 Penalty: 3856.621826
	Iteration 52Q: 3 clusters Score -1.608916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 139556 members 
Entering Unmasked Estep 
Score: -16089157.000000 Penalty: 3856.621826
	Iteration 53Q: 3 clusters Score -1.608916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 139566 members 
Entering Unmasked Estep 
Score: -16089156.000000 Penalty: 3856.621826
	Iteration 54Q: 3 clusters Score -1.608916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 139572 members 
Entering Unmasked Estep 
Score: -16089159.000000 Penalty: 3856.621826
	Iteration 55Q: 3 clusters Score -1.608916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 139582 members 
Entering Unmasked Estep 
Score: -16089152.000000 Penalty: 3856.621826
	Iteration 56Q: 3 clusters Score -1.608915e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 139597 members 
Entering Unmasked Estep 
Score: -16089166.000000 Penalty: 3856.621826
	Iteration 57Q: 3 clusters Score -1.608917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 139608 members 
Entering Unmasked Estep 
Score: -16089170.000000 Penalty: 3856.621826
	Iteration 58Q: 3 clusters Score -1.608917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 139622 members 
Entering Unmasked Estep 
Score: -16089165.000000 Penalty: 3856.621826
	Iteration 59Q: 3 clusters Score -1.608916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 139637 members 
Entering Unmasked Estep 
Score: -16089155.000000 Penalty: 3856.621826
	Iteration 60F: 3 clusters Score -1.608916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 139648 members 
Entering Unmasked Estep 
Score: -16089146.000000 Penalty: 3856.621826
	Iteration 61Q: 3 clusters Score -1.608915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 139661 members 
Entering Unmasked Estep 
Score: -16089136.000000 Penalty: 3856.621826
	Iteration 62Q: 3 clusters Score -1.608914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 139668 members 
Entering Unmasked Estep 
Score: -16089143.000000 Penalty: 3856.621826
	Iteration 63Q: 3 clusters Score -1.608914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 139674 members 
Entering Unmasked Estep 
Score: -16089157.000000 Penalty: 3856.621826
	Iteration 64Q: 3 clusters Score -1.608916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 139679 members 
Entering Unmasked Estep 
Score: -16089150.000000 Penalty: 3856.621826
	Iteration 65Q: 3 clusters Score -1.608915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 139686 members 
Entering Unmasked Estep 
Score: -16089147.000000 Penalty: 3856.621826
	Iteration 66Q: 3 clusters Score -1.608915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 139691 members 
Entering Unmasked Estep 
Score: -16089153.000000 Penalty: 3856.621826
	Iteration 67Q: 3 clusters Score -1.608915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 139698 members 
Entering Unmasked Estep 
Score: -16089158.000000 Penalty: 3856.621826
	Iteration 68Q: 3 clusters Score -1.608916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 139703 members 
Entering Unmasked Estep 
Score: -16089135.000000 Penalty: 3856.621826
	Iteration 69Q: 3 clusters Score -1.608914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 139713 members 
Entering Unmasked Estep 
Score: -16089152.000000 Penalty: 3856.621826
	Iteration 70Q: 3 clusters Score -1.608915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 139721 members 
Entering Unmasked Estep 
Score: -16089147.000000 Penalty: 3856.621826
	Iteration 71Q: 3 clusters Score -1.608915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 139724 members 
Entering Unmasked Estep 
Score: -16089142.000000 Penalty: 3856.621826
	Iteration 72Q: 3 clusters Score -1.608914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 139726 members 
Entering Unmasked Estep 
Score: -16089142.000000 Penalty: 3856.621826
	Iteration 73Q: 3 clusters Score -1.608914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 139729 members 
Entering Unmasked Estep 
Score: -16089144.000000 Penalty: 3856.621826
	Iteration 74Q: 3 clusters Score -1.608914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 139731 members 
Entering Unmasked Estep 
Score: -16089138.000000 Penalty: 3856.621826
	Iteration 75Q: 3 clusters Score -1.608914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 139735 members 
Entering Unmasked Estep 
Score: -16089150.000000 Penalty: 3856.621826
	Iteration 76Q: 3 clusters Score -1.608915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 139737 members 
Entering Unmasked Estep 
Score: -16089149.000000 Penalty: 3856.621826
	Iteration 77Q: 3 clusters Score -1.608915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 139738 members 
Entering Unmasked Estep 
Score: -16089146.000000 Penalty: 3856.621826
	Iteration 78Q: 3 clusters Score -1.608915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 139739 members 
Entering Unmasked Estep 
Score: -16089144.000000 Penalty: 3856.621826
	Iteration 79Q: 3 clusters Score -1.608914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 139740 members 
Entering Unmasked Estep 
Score: -16089145.000000 Penalty: 3856.621826
	Iteration 80F: 3 clusters Score -1.608914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 139741 members 
Entering Unmasked Estep 
Score: -16089150.000000 Penalty: 3856.621826
	Iteration 81Q: 3 clusters Score -1.608915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 139743 members 
Entering Unmasked Estep 
Score: -16089145.000000 Penalty: 3856.621826
	Iteration 82Q: 3 clusters Score -1.608914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 139746 members 
Entering Unmasked Estep 
Score: -16089147.000000 Penalty: 3856.621826
	Iteration 83Q: 3 clusters Score -1.608915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 139748 members 
Entering Unmasked Estep 
Score: -16089146.000000 Penalty: 3856.621826
	Iteration 84Q: 3 clusters Score -1.608915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 139749 members 
Entering Unmasked Estep 
Score: -16089149.000000 Penalty: 3856.621826
	Iteration 85Q: 3 clusters Score -1.608915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 139748 members 
Entering Unmasked Estep 
Score: -16089147.000000 Penalty: 3856.621826
	Iteration 86Q: 3 clusters Score -1.608915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 139748 members 
Entering Unmasked Estep 
Score: -16089149.000000 Penalty: 3856.621826
	Iteration 87Q: 3 clusters Score -1.608915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 139747 members 
Entering Unmasked Estep 
Score: -16089144.000000 Penalty: 3856.621826
	Iteration 88Q: 3 clusters Score -1.608914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 139746 members 
Entering Unmasked Estep 
Score: -16089142.000000 Penalty: 3856.621826
	Iteration 89Q: 3 clusters Score -1.608914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 139746 members 
Entering Unmasked Estep 
Score: -16089142.000000 Penalty: 3856.621826
	Iteration 90F: 3 clusters Score -1.608914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Entering Unmasked Estep 
Score: -4242107.500000 Penalty: 1715.302734
	Iteration 0F: 2 clusters Score -4242108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4216378.500000 Penalty: 3430.605469
	Iteration 0F: 3 clusters Score -4216378 nChanged 17958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -4226355.000000 Penalty: 3430.605469
	Iteration 1F: 3 clusters Score -4226355 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4227000.500000 Penalty: 3430.605469
	Iteration 2Q: 3 clusters Score -4227000 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4227913.500000 Penalty: 3430.605469
	Iteration 3F: 3 clusters Score -4227914 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -4229208.500000 Penalty: 3430.605469
	Iteration 4F: 3 clusters Score -4229208 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -4230930.500000 Penalty: 3430.605469
	Iteration 5F: 3 clusters Score -4230930 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -4232828.500000 Penalty: 3430.605469
	Iteration 6F: 3 clusters Score -4232828 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -4234479.000000 Penalty: 3430.605469
	Iteration 7F: 3 clusters Score -4234479 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -4235526.500000 Penalty: 3430.605469
	Iteration 8F: 3 clusters Score -4235526 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -4236064.500000 Penalty: 3430.605469
	Iteration 9Q: 3 clusters Score -4236064 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -4236378.000000 Penalty: 3430.605469
	Iteration 10Q: 3 clusters Score -4236378 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -4236530.500000 Penalty: 3430.605469
	Iteration 11Q: 3 clusters Score -4236530 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -4236622.000000 Penalty: 3430.605469
	Iteration 12Q: 3 clusters Score -4236622 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -4236695.500000 Penalty: 3430.605469
	Iteration 13Q: 3 clusters Score -4236696 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -4236795.000000 Penalty: 3430.605469
	Iteration 14Q: 3 clusters Score -4236795 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -4236846.500000 Penalty: 3430.605469
	Iteration 15Q: 3 clusters Score -4236846 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -4236939.000000 Penalty: 3430.605469
	Iteration 16Q: 3 clusters Score -4236939 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -4237017.500000 Penalty: 3430.605469
	Iteration 17Q: 3 clusters Score -4237018 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4237159.500000 Penalty: 3430.605469
	Iteration 18Q: 3 clusters Score -4237160 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -4237412.000000 Penalty: 3430.605469
	Iteration 19Q: 3 clusters Score -4237412 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -4238028.500000 Penalty: 3430.605469
	Iteration 20F: 3 clusters Score -4238028 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4239492.000000 Penalty: 3430.605469
	Iteration 21Q: 3 clusters Score -4239492 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -4240025.500000 Penalty: 3430.605469
	Iteration 22Q: 3 clusters Score -4240026 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -4240182.500000 Penalty: 3430.605469
	Iteration 23Q: 3 clusters Score -4240182 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -4240300.000000 Penalty: 3430.605469
	Iteration 24Q: 3 clusters Score -4240300 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -4240382.500000 Penalty: 3430.605469
	Iteration 25Q: 3 clusters Score -4240382 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4240442.000000 Penalty: 3430.605469
	Iteration 26Q: 3 clusters Score -4240442 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -4240491.500000 Penalty: 3430.605469
	Iteration 27Q: 3 clusters Score -4240492 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -4240543.500000 Penalty: 3430.605469
	Iteration 28Q: 3 clusters Score -4240544 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4240562.500000 Penalty: 3430.605469
	Iteration 29Q: 3 clusters Score -4240562 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -4240606.500000 Penalty: 3430.605469
	Iteration 30Q: 3 clusters Score -4240606 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -4240646.500000 Penalty: 3430.605469
	Iteration 31Q: 3 clusters Score -4240646 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -4240661.500000 Penalty: 3430.605469
	Iteration 32Q: 3 clusters Score -4240662 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -4240683.000000 Penalty: 3430.605469
	Iteration 33Q: 3 clusters Score -4240683 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -4240709.500000 Penalty: 3430.605469
	Iteration 34Q: 3 clusters Score -4240710 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -4240736.500000 Penalty: 3430.605469
	Iteration 35Q: 3 clusters Score -4240736 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -4240757.500000 Penalty: 3430.605469
	Iteration 36Q: 3 clusters Score -4240758 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4240778.500000 Penalty: 3430.605469
	Iteration 37Q: 3 clusters Score -4240778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -4240786.500000 Penalty: 3430.605469
	Iteration 38Q: 3 clusters Score -4240786 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -4240813.500000 Penalty: 3430.605469
	Iteration 39Q: 3 clusters Score -4240814 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -4240820.500000 Penalty: 3430.605469
	Iteration 40F: 3 clusters Score -4240820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -4240838.000000 Penalty: 3430.605469
	Iteration 41Q: 3 clusters Score -4240838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -4240848.500000 Penalty: 3430.605469
	Iteration 42Q: 3 clusters Score -4240848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -4240864.000000 Penalty: 3430.605469
	Iteration 43Q: 3 clusters Score -4240864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -4240881.500000 Penalty: 3430.605469
	Iteration 44Q: 3 clusters Score -4240882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -4240895.000000 Penalty: 3430.605469
	Iteration 45Q: 3 clusters Score -4240895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4240895.500000 Penalty: 3430.605469
	Iteration 46Q: 3 clusters Score -4240896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -4240899.500000 Penalty: 3430.605469
	Iteration 47Q: 3 clusters Score -4240900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -4240920.500000 Penalty: 3430.605469
	Iteration 48Q: 3 clusters Score -4240920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -4240925.000000 Penalty: 3430.605469
	Iteration 49Q: 3 clusters Score -4240925 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -4240931.000000 Penalty: 3430.605469
	Iteration 50Q: 3 clusters Score -4240931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -4240934.500000 Penalty: 3430.605469
	Iteration 51Q: 3 clusters Score -4240934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -4240943.500000 Penalty: 3430.605469
	Iteration 52Q: 3 clusters Score -4240944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4240943.000000 Penalty: 3430.605469
	Iteration 53Q: 3 clusters Score -4240943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4240945.500000 Penalty: 3430.605469
	Iteration 54Q: 3 clusters Score -4240946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -4240952.500000 Penalty: 3430.605469
	Iteration 55Q: 3 clusters Score -4240952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4240955.000000 Penalty: 3430.605469
	Iteration 56Q: 3 clusters Score -4240955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -4240963.500000 Penalty: 3430.605469
	Iteration 57Q: 3 clusters Score -4240964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4240968.500000 Penalty: 3430.605469
	Iteration 58Q: 3 clusters Score -4240968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -4240966.000000 Penalty: 3430.605469
	Iteration 59Q: 3 clusters Score -4240966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -4240964.500000 Penalty: 3430.605469
	Iteration 60F: 3 clusters Score -4240964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -4240965.500000 Penalty: 3430.605469
	Iteration 61Q: 3 clusters Score -4240966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -4240966.500000 Penalty: 3430.605469
	Iteration 62Q: 3 clusters Score -4240966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -4240968.500000 Penalty: 3430.605469
	Iteration 63Q: 3 clusters Score -4240968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -4240975.000000 Penalty: 3430.605469
	Iteration 64Q: 3 clusters Score -4240975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -4240974.000000 Penalty: 3430.605469
	Iteration 65Q: 3 clusters Score -4240974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -4240978.500000 Penalty: 3430.605469
	Iteration 66Q: 3 clusters Score -4240978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -4240975.500000 Penalty: 3430.605469
	Iteration 67Q: 3 clusters Score -4240976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -4240975.000000 Penalty: 3430.605469
	Iteration 68Q: 3 clusters Score -4240975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -4240975.500000 Penalty: 3430.605469
	Iteration 69Q: 3 clusters Score -4240976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -4240975.500000 Penalty: 3430.605469
	Iteration 70Q: 3 clusters Score -4240976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -4240978.500000 Penalty: 3430.605469
	Iteration 71Q: 3 clusters Score -4240978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -4240978.500000 Penalty: 3430.605469
	Iteration 72Q: 3 clusters Score -4240978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -4240981.500000 Penalty: 3430.605469
	Iteration 73Q: 3 clusters Score -4240982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4240980.500000 Penalty: 3430.605469
	Iteration 74Q: 3 clusters Score -4240980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -4240975.500000 Penalty: 3430.605469
	Iteration 75Q: 3 clusters Score -4240976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4240976.500000 Penalty: 3430.605469
	Iteration 76Q: 3 clusters Score -4240976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -4240974.000000 Penalty: 3430.605469
	Iteration 77Q: 3 clusters Score -4240974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -4240986.000000 Penalty: 3430.605469
	Iteration 78Q: 3 clusters Score -4240986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4240983.500000 Penalty: 3430.605469
	Iteration 79Q: 3 clusters Score -4240984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -4240988.000000 Penalty: 3430.605469
	Iteration 80F: 3 clusters Score -4240988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4240993.000000 Penalty: 3430.605469
	Iteration 81Q: 3 clusters Score -4240993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4240994.500000 Penalty: 3430.605469
	Iteration 82Q: 3 clusters Score -4240994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4240992.000000 Penalty: 3430.605469
	Iteration 83Q: 3 clusters Score -4240992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -4240992.500000 Penalty: 3430.605469
	Iteration 84Q: 3 clusters Score -4240992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -4240999.000000 Penalty: 3430.605469
	Iteration 85Q: 3 clusters Score -4240999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -4240996.500000 Penalty: 3430.605469
	Iteration 86Q: 3 clusters Score -4240996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4240996.000000 Penalty: 3430.605469
	Iteration 87Q: 3 clusters Score -4240996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -4240990.000000 Penalty: 3430.605469
	Iteration 88Q: 3 clusters Score -4240990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -4240991.500000 Penalty: 3430.605469
	Iteration 89Q: 3 clusters Score -4240992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4240991.500000 Penalty: 3430.605469
	Iteration 90Q: 3 clusters Score -4240992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -4240994.500000 Penalty: 3430.605469
	Iteration 91Q: 3 clusters Score -4240994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -4240992.500000 Penalty: 3430.605469
	Iteration 92Q: 3 clusters Score -4240992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -4240992.500000 Penalty: 3430.605469
	Iteration 93F: 3 clusters Score -4240992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -89401.390625 Penalty: 1103.390747
	Iteration 0F: 2 clusters Score -89401.39 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 424 members 
Entering Unmasked Estep 
Score: -88174.671875 Penalty: 2206.781494
	Iteration 0F: 3 clusters Score -88174.67 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88464.726562 Penalty: 2206.781494
	Iteration 1F: 3 clusters Score -88464.73 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88541.195312 Penalty: 2206.781494
	Iteration 2F: 3 clusters Score -88541.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -88584.796875 Penalty: 2206.781494
	Iteration 3Q: 3 clusters Score -88584.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -88623.445312 Penalty: 2206.781494
	Iteration 4Q: 3 clusters Score -88623.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -88670.585938 Penalty: 2206.781494
	Iteration 5Q: 3 clusters Score -88670.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -88707.914062 Penalty: 2206.781494
	Iteration 6Q: 3 clusters Score -88707.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -88758.960938 Penalty: 2206.781494
	Iteration 7Q: 3 clusters Score -88758.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -88801.195312 Penalty: 2206.781494
	Iteration 8Q: 3 clusters Score -88801.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -88841.109375 Penalty: 2206.781494
	Iteration 9Q: 3 clusters Score -88841.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -88872.742188 Penalty: 2206.781494
	Iteration 10Q: 3 clusters Score -88872.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -88914.304688 Penalty: 2206.781494
	Iteration 11Q: 3 clusters Score -88914.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -89023.601562 Penalty: 2206.781494
	Iteration 12Q: 3 clusters Score -89023.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -89074.476562 Penalty: 2206.781494
	Iteration 13Q: 3 clusters Score -89074.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -89103.023438 Penalty: 2206.781494
	Iteration 14Q: 3 clusters Score -89103.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -89116.000000 Penalty: 2206.781494
	Iteration 15Q: 3 clusters Score -89116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -89129.593750 Penalty: 2206.781494
	Iteration 16Q: 3 clusters Score -89129.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -89140.914062 Penalty: 2206.781494
	Iteration 17Q: 3 clusters Score -89140.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -89181.710938 Penalty: 2206.781494
	Iteration 18Q: 3 clusters Score -89181.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -89201.960938 Penalty: 2206.781494
	Iteration 19Q: 3 clusters Score -89201.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -89242.140625 Penalty: 2206.781494
	Iteration 20F: 3 clusters Score -89242.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -89294.437500 Penalty: 2206.781494
	Iteration 21Q: 3 clusters Score -89294.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -89311.804688 Penalty: 2206.781494
	Iteration 22Q: 3 clusters Score -89311.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -89316.820312 Penalty: 2206.781494
	Iteration 23Q: 3 clusters Score -89316.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -89321.148438 Penalty: 2206.781494
	Iteration 24Q: 3 clusters Score -89321.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -89323.859375 Penalty: 2206.781494
	Iteration 25Q: 3 clusters Score -89323.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -89325.195312 Penalty: 2206.781494
	Iteration 26Q: 3 clusters Score -89325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -89326.492188 Penalty: 2206.781494
	Iteration 27Q: 3 clusters Score -89326.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -89327.453125 Penalty: 2206.781494
	Iteration 28Q: 3 clusters Score -89327.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -89328.718750 Penalty: 2206.781494
	Iteration 29Q: 3 clusters Score -89328.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -89330.500000 Penalty: 2206.781494
	Iteration 30Q: 3 clusters Score -89330.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -89331.781250 Penalty: 2206.781494
	Iteration 31Q: 3 clusters Score -89331.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -89331.781250 Penalty: 2206.781494
	Iteration 32F: 3 clusters Score -89331.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Entering Unmasked Estep 
Score: -1737665.625000 Penalty: 1569.534424
	Iteration 0F: 2 clusters Score -1737666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1726925.875000 Penalty: 3139.068848
	Iteration 0F: 3 clusters Score -1726926 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1730531.375000 Penalty: 3139.068848
	Iteration 1F: 3 clusters Score -1730531 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1730771.750000 Penalty: 3139.068848
	Iteration 2Q: 3 clusters Score -1730772 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1731009.000000 Penalty: 3139.068848
	Iteration 3Q: 3 clusters Score -1731009 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1731294.750000 Penalty: 3139.068848
	Iteration 4Q: 3 clusters Score -1731295 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1731663.625000 Penalty: 3139.068848
	Iteration 5Q: 3 clusters Score -1731664 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1732177.750000 Penalty: 3139.068848
	Iteration 6F: 3 clusters Score -1732178 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1732952.125000 Penalty: 3139.068848
	Iteration 7F: 3 clusters Score -1732952 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1733985.875000 Penalty: 3139.068848
	Iteration 8F: 3 clusters Score -1733986 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1734998.500000 Penalty: 3139.068848
	Iteration 9F: 3 clusters Score -1734998 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1735656.250000 Penalty: 3139.068848
	Iteration 10Q: 3 clusters Score -1735656 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1736024.000000 Penalty: 3139.068848
	Iteration 11Q: 3 clusters Score -1736024 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1736157.625000 Penalty: 3139.068848
	Iteration 12Q: 3 clusters Score -1736158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1736220.625000 Penalty: 3139.068848
	Iteration 13Q: 3 clusters Score -1736221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1736252.625000 Penalty: 3139.068848
	Iteration 14Q: 3 clusters Score -1736253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1736284.875000 Penalty: 3139.068848
	Iteration 15Q: 3 clusters Score -1736285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1736312.750000 Penalty: 3139.068848
	Iteration 16Q: 3 clusters Score -1736313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1736333.000000 Penalty: 3139.068848
	Iteration 17Q: 3 clusters Score -1736333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1736343.375000 Penalty: 3139.068848
	Iteration 18Q: 3 clusters Score -1736343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1736348.000000 Penalty: 3139.068848
	Iteration 19Q: 3 clusters Score -1736348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1736351.625000 Penalty: 3139.068848
	Iteration 20F: 3 clusters Score -1736352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1736352.500000 Penalty: 3139.068848
	Iteration 21Q: 3 clusters Score -1736352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1736355.125000 Penalty: 3139.068848
	Iteration 22Q: 3 clusters Score -1736355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1736355.125000 Penalty: 3139.068848
	Iteration 23F: 3 clusters Score -1736355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Entering Unmasked Estep 
Score: -367968.781250 Penalty: 1309.837769
	Iteration 0F: 2 clusters Score -367968.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -365131.718750 Penalty: 2619.675537
	Iteration 0F: 3 clusters Score -365131.7 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -365779.218750 Penalty: 2619.675537
	Iteration 1F: 3 clusters Score -365779.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -365897.843750 Penalty: 2619.675537
	Iteration 2F: 3 clusters Score -365897.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -365956.687500 Penalty: 2619.675537
	Iteration 3Q: 3 clusters Score -365956.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -366006.781250 Penalty: 2619.675537
	Iteration 4Q: 3 clusters Score -366006.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -366049.437500 Penalty: 2619.675537
	Iteration 5Q: 3 clusters Score -366049.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -366085.218750 Penalty: 2619.675537
	Iteration 6Q: 3 clusters Score -366085.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -366117.156250 Penalty: 2619.675537
	Iteration 7Q: 3 clusters Score -366117.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -366138.218750 Penalty: 2619.675537
	Iteration 8Q: 3 clusters Score -366138.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -366155.187500 Penalty: 2619.675537
	Iteration 9Q: 3 clusters Score -366155.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -366168.593750 Penalty: 2619.675537
	Iteration 10Q: 3 clusters Score -366168.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -366178.531250 Penalty: 2619.675537
	Iteration 11Q: 3 clusters Score -366178.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -366186.500000 Penalty: 2619.675537
	Iteration 12Q: 3 clusters Score -366186.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -366191.312500 Penalty: 2619.675537
	Iteration 13Q: 3 clusters Score -366191.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -366197.906250 Penalty: 2619.675537
	Iteration 14Q: 3 clusters Score -366197.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -366205.531250 Penalty: 2619.675537
	Iteration 15Q: 3 clusters Score -366205.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -366214.062500 Penalty: 2619.675537
	Iteration 16Q: 3 clusters Score -366214.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -366226.906250 Penalty: 2619.675537
	Iteration 17Q: 3 clusters Score -366226.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -366235.031250 Penalty: 2619.675537
	Iteration 18Q: 3 clusters Score -366235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -366244.093750 Penalty: 2619.675537
	Iteration 19Q: 3 clusters Score -366244.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -366253.781250 Penalty: 2619.675537
	Iteration 20F: 3 clusters Score -366253.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -366265.000000 Penalty: 2619.675537
	Iteration 21Q: 3 clusters Score -366265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -366274.687500 Penalty: 2619.675537
	Iteration 22Q: 3 clusters Score -366274.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -366284.031250 Penalty: 2619.675537
	Iteration 23Q: 3 clusters Score -366284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -366288.250000 Penalty: 2619.675537
	Iteration 24Q: 3 clusters Score -366288.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -366290.875000 Penalty: 2619.675537
	Iteration 25Q: 3 clusters Score -366290.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -366296.468750 Penalty: 2619.675537
	Iteration 26Q: 3 clusters Score -366296.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -366300.156250 Penalty: 2619.675537
	Iteration 27Q: 3 clusters Score -366300.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -366305.343750 Penalty: 2619.675537
	Iteration 28Q: 3 clusters Score -366305.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -366310.937500 Penalty: 2619.675537
	Iteration 29Q: 3 clusters Score -366310.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -366314.875000 Penalty: 2619.675537
	Iteration 30Q: 3 clusters Score -366314.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -366317.718750 Penalty: 2619.675537
	Iteration 31Q: 3 clusters Score -366317.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -366320.031250 Penalty: 2619.675537
	Iteration 32Q: 3 clusters Score -366320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -366323.218750 Penalty: 2619.675537
	Iteration 33Q: 3 clusters Score -366323.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -366326.343750 Penalty: 2619.675537
	Iteration 34Q: 3 clusters Score -366326.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -366331.250000 Penalty: 2619.675537
	Iteration 35Q: 3 clusters Score -366331.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -366334.343750 Penalty: 2619.675537
	Iteration 36Q: 3 clusters Score -366334.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -366338.906250 Penalty: 2619.675537
	Iteration 37Q: 3 clusters Score -366338.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -366343.593750 Penalty: 2619.675537
	Iteration 38Q: 3 clusters Score -366343.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -366350.093750 Penalty: 2619.675537
	Iteration 39Q: 3 clusters Score -366350.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -366356.156250 Penalty: 2619.675537
	Iteration 40F: 3 clusters Score -366356.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -366363.125000 Penalty: 2619.675537
	Iteration 41Q: 3 clusters Score -366363.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -366369.062500 Penalty: 2619.675537
	Iteration 42Q: 3 clusters Score -366369.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -366376.062500 Penalty: 2619.675537
	Iteration 43Q: 3 clusters Score -366376.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -366383.250000 Penalty: 2619.675537
	Iteration 44Q: 3 clusters Score -366383.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -366392.375000 Penalty: 2619.675537
	Iteration 45Q: 3 clusters Score -366392.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -366399.843750 Penalty: 2619.675537
	Iteration 46Q: 3 clusters Score -366399.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -366407.531250 Penalty: 2619.675537
	Iteration 47Q: 3 clusters Score -366407.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -366415.406250 Penalty: 2619.675537
	Iteration 48Q: 3 clusters Score -366415.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -366423.187500 Penalty: 2619.675537
	Iteration 49Q: 3 clusters Score -366423.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -366429.937500 Penalty: 2619.675537
	Iteration 50Q: 3 clusters Score -366429.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -366435.531250 Penalty: 2619.675537
	Iteration 51Q: 3 clusters Score -366435.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -366438.250000 Penalty: 2619.675537
	Iteration 52Q: 3 clusters Score -366438.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -366442.000000 Penalty: 2619.675537
	Iteration 53Q: 3 clusters Score -366442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -366446.468750 Penalty: 2619.675537
	Iteration 54Q: 3 clusters Score -366446.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -366450.750000 Penalty: 2619.675537
	Iteration 55Q: 3 clusters Score -366450.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -366461.375000 Penalty: 2619.675537
	Iteration 56Q: 3 clusters Score -366461.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -366474.250000 Penalty: 2619.675537
	Iteration 57Q: 3 clusters Score -366474.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -366489.593750 Penalty: 2619.675537
	Iteration 58Q: 3 clusters Score -366489.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -366508.000000 Penalty: 2619.675537
	Iteration 59Q: 3 clusters Score -366508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -366531.375000 Penalty: 2619.675537
	Iteration 60F: 3 clusters Score -366531.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -366548.062500 Penalty: 2619.675537
	Iteration 61Q: 3 clusters Score -366548.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -366565.906250 Penalty: 2619.675537
	Iteration 62Q: 3 clusters Score -366565.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -366590.187500 Penalty: 2619.675537
	Iteration 63Q: 3 clusters Score -366590.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -366615.156250 Penalty: 2619.675537
	Iteration 64Q: 3 clusters Score -366615.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -366630.312500 Penalty: 2619.675537
	Iteration 65Q: 3 clusters Score -366630.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -366642.468750 Penalty: 2619.675537
	Iteration 66Q: 3 clusters Score -366642.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -366662.625000 Penalty: 2619.675537
	Iteration 67Q: 3 clusters Score -366662.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -366685.437500 Penalty: 2619.675537
	Iteration 68Q: 3 clusters Score -366685.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -366699.000000 Penalty: 2619.675537
	Iteration 69Q: 3 clusters Score -366699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -366710.343750 Penalty: 2619.675537
	Iteration 70Q: 3 clusters Score -366710.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -366723.812500 Penalty: 2619.675537
	Iteration 71Q: 3 clusters Score -366723.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -366733.968750 Penalty: 2619.675537
	Iteration 72Q: 3 clusters Score -366734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -366741.250000 Penalty: 2619.675537
	Iteration 73Q: 3 clusters Score -366741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -366745.968750 Penalty: 2619.675537
	Iteration 74Q: 3 clusters Score -366746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -366750.343750 Penalty: 2619.675537
	Iteration 75Q: 3 clusters Score -366750.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -366753.500000 Penalty: 2619.675537
	Iteration 76Q: 3 clusters Score -366753.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -366758.750000 Penalty: 2619.675537
	Iteration 77Q: 3 clusters Score -366758.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -366763.343750 Penalty: 2619.675537
	Iteration 78Q: 3 clusters Score -366763.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -366766.125000 Penalty: 2619.675537
	Iteration 79Q: 3 clusters Score -366766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -366767.000000 Penalty: 2619.675537
	Iteration 80F: 3 clusters Score -366767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -366770.031250 Penalty: 2619.675537
	Iteration 81Q: 3 clusters Score -366770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -366773.531250 Penalty: 2619.675537
	Iteration 82Q: 3 clusters Score -366773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -366779.343750 Penalty: 2619.675537
	Iteration 83Q: 3 clusters Score -366779.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -366784.531250 Penalty: 2619.675537
	Iteration 84Q: 3 clusters Score -366784.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -366787.718750 Penalty: 2619.675537
	Iteration 85Q: 3 clusters Score -366787.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -366797.812500 Penalty: 2619.675537
	Iteration 86Q: 3 clusters Score -366797.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -366804.875000 Penalty: 2619.675537
	Iteration 87Q: 3 clusters Score -366804.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -366810.187500 Penalty: 2619.675537
	Iteration 88Q: 3 clusters Score -366810.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -366811.593750 Penalty: 2619.675537
	Iteration 89Q: 3 clusters Score -366811.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -366812.875000 Penalty: 2619.675537
	Iteration 90Q: 3 clusters Score -366812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -366814.656250 Penalty: 2619.675537
	Iteration 91Q: 3 clusters Score -366814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -366816.281250 Penalty: 2619.675537
	Iteration 92Q: 3 clusters Score -366816.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -366816.281250 Penalty: 2619.675537
	Iteration 93F: 3 clusters Score -366816.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95036 members 
Entering Unmasked Estep 
Score: -10955366.000000 Penalty: 1862.576782
	Iteration 0F: 2 clusters Score -1.095537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -10893522.000000 Penalty: 3725.153564
	Iteration 0F: 3 clusters Score -1.089352e+07 nChanged 45451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -10919498.000000 Penalty: 3725.153564
	Iteration 1F: 3 clusters Score -1.09195e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -10919985.000000 Penalty: 3725.153564
	Iteration 2Q: 3 clusters Score -1.091998e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -10920438.000000 Penalty: 3725.153564
	Iteration 3Q: 3 clusters Score -1.092044e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -10921024.000000 Penalty: 3725.153564
	Iteration 4Q: 3 clusters Score -1.092102e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -10921648.000000 Penalty: 3725.153564
	Iteration 5Q: 3 clusters Score -1.092165e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -10922221.000000 Penalty: 3725.153564
	Iteration 6Q: 3 clusters Score -1.092222e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -10922904.000000 Penalty: 3725.153564
	Iteration 7Q: 3 clusters Score -1.09229e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -10923639.000000 Penalty: 3725.153564
	Iteration 8Q: 3 clusters Score -1.092364e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -10924557.000000 Penalty: 3725.153564
	Iteration 9Q: 3 clusters Score -1.092456e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -10925537.000000 Penalty: 3725.153564
	Iteration 10Q: 3 clusters Score -1.092554e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -10926697.000000 Penalty: 3725.153564
	Iteration 11Q: 3 clusters Score -1.09267e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -10928319.000000 Penalty: 3725.153564
	Iteration 12Q: 3 clusters Score -1.092832e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -10930349.000000 Penalty: 3725.153564
	Iteration 13Q: 3 clusters Score -1.093035e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -10933123.000000 Penalty: 3725.153564
	Iteration 14F: 3 clusters Score -1.093312e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -10936454.000000 Penalty: 3725.153564
	Iteration 15F: 3 clusters Score -1.093645e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75208 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -10940028.000000 Penalty: 3725.153564
	Iteration 16F: 3 clusters Score -1.094003e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -10943411.000000 Penalty: 3725.153564
	Iteration 17F: 3 clusters Score -1.094341e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84168 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -10946155.000000 Penalty: 3725.153564
	Iteration 18Q: 3 clusters Score -1.094616e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -10948282.000000 Penalty: 3725.153564
	Iteration 19Q: 3 clusters Score -1.094828e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89801 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -10949958.000000 Penalty: 3725.153564
	Iteration 20F: 3 clusters Score -1.094996e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91539 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -10951208.000000 Penalty: 3725.153564
	Iteration 21Q: 3 clusters Score -1.095121e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92699 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -10952067.000000 Penalty: 3725.153564
	Iteration 22Q: 3 clusters Score -1.095207e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93467 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -10952654.000000 Penalty: 3725.153564
	Iteration 23Q: 3 clusters Score -1.095265e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93933 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -10952998.000000 Penalty: 3725.153564
	Iteration 24Q: 3 clusters Score -1.0953e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94207 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -10953228.000000 Penalty: 3725.153564
	Iteration 25Q: 3 clusters Score -1.095323e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94388 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10953389.000000 Penalty: 3725.153564
	Iteration 26Q: 3 clusters Score -1.095339e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94490 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10953493.000000 Penalty: 3725.153564
	Iteration 27Q: 3 clusters Score -1.095349e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10953559.000000 Penalty: 3725.153564
	Iteration 28Q: 3 clusters Score -1.095356e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10953610.000000 Penalty: 3725.153564
	Iteration 29Q: 3 clusters Score -1.095361e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94614 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10953642.000000 Penalty: 3725.153564
	Iteration 30Q: 3 clusters Score -1.095364e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94628 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10953645.000000 Penalty: 3725.153564
	Iteration 31Q: 3 clusters Score -1.095364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94638 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10953659.000000 Penalty: 3725.153564
	Iteration 32Q: 3 clusters Score -1.095366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94646 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10953672.000000 Penalty: 3725.153564
	Iteration 33Q: 3 clusters Score -1.095367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94653 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10953672.000000 Penalty: 3725.153564
	Iteration 34Q: 3 clusters Score -1.095367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10953674.000000 Penalty: 3725.153564
	Iteration 35Q: 3 clusters Score -1.095367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10953678.000000 Penalty: 3725.153564
	Iteration 36Q: 3 clusters Score -1.095368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94662 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10953679.000000 Penalty: 3725.153564
	Iteration 37Q: 3 clusters Score -1.095368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94662 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10953679.000000 Penalty: 3725.153564
	Iteration 38Q: 3 clusters Score -1.095368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94667 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10953690.000000 Penalty: 3725.153564
	Iteration 39Q: 3 clusters Score -1.095369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94673 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10953698.000000 Penalty: 3725.153564
	Iteration 40F: 3 clusters Score -1.09537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94674 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10953710.000000 Penalty: 3725.153564
	Iteration 41Q: 3 clusters Score -1.095371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94677 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10953718.000000 Penalty: 3725.153564
	Iteration 42Q: 3 clusters Score -1.095372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94677 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10953716.000000 Penalty: 3725.153564
	Iteration 43Q: 3 clusters Score -1.095372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94677 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10953720.000000 Penalty: 3725.153564
	Iteration 44Q: 3 clusters Score -1.095372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94678 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -10953717.000000 Penalty: 3725.153564
	Iteration 45Q: 3 clusters Score -1.095372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94682 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10953735.000000 Penalty: 3725.153564
	Iteration 46Q: 3 clusters Score -1.095374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10953732.000000 Penalty: 3725.153564
	Iteration 47Q: 3 clusters Score -1.095373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94685 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10953732.000000 Penalty: 3725.153564
	Iteration 48Q: 3 clusters Score -1.095373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94687 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10953730.000000 Penalty: 3725.153564
	Iteration 49Q: 3 clusters Score -1.095373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10953732.000000 Penalty: 3725.153564
	Iteration 50Q: 3 clusters Score -1.095373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94689 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10953736.000000 Penalty: 3725.153564
	Iteration 51Q: 3 clusters Score -1.095374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10953737.000000 Penalty: 3725.153564
	Iteration 52Q: 3 clusters Score -1.095374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94691 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10953737.000000 Penalty: 3725.153564
	Iteration 53Q: 3 clusters Score -1.095374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94691 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10953737.000000 Penalty: 3725.153564
	Iteration 54F: 3 clusters Score -1.095374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (121311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121311 members 
Entering Unmasked Estep 
Score: -14033516.000000 Penalty: 1902.243286
	Iteration 0F: 2 clusters Score -1.403352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -13955935.000000 Penalty: 3804.486572
	Iteration 0F: 3 clusters Score -1.395594e+07 nChanged 58226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -13989923.000000 Penalty: 3804.486572
	Iteration 1F: 3 clusters Score -1.398992e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -13990594.000000 Penalty: 3804.486572
	Iteration 2Q: 3 clusters Score -1.399059e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -13991371.000000 Penalty: 3804.486572
	Iteration 3Q: 3 clusters Score -1.399137e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -13992751.000000 Penalty: 3804.486572
	Iteration 4Q: 3 clusters Score -1.399275e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -13994703.000000 Penalty: 3804.486572
	Iteration 5Q: 3 clusters Score -1.39947e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -13997932.000000 Penalty: 3804.486572
	Iteration 6Q: 3 clusters Score -1.399793e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -14003141.000000 Penalty: 3804.486572
	Iteration 7F: 3 clusters Score -1.400314e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -14011297.000000 Penalty: 3804.486572
	Iteration 8F: 3 clusters Score -1.40113e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -14019626.000000 Penalty: 3804.486572
	Iteration 9F: 3 clusters Score -1.401963e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -14025093.000000 Penalty: 3804.486572
	Iteration 10F: 3 clusters Score -1.402509e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -14028146.000000 Penalty: 3804.486572
	Iteration 11Q: 3 clusters Score -1.402815e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -14030346.000000 Penalty: 3804.486572
	Iteration 12Q: 3 clusters Score -1.403035e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -14032059.000000 Penalty: 3804.486572
	Iteration 13Q: 3 clusters Score -1.403206e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -14033400.000000 Penalty: 3804.486572
	Iteration 14Q: 3 clusters Score -1.40334e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -14034259.000000 Penalty: 3804.486572
	Iteration 15Q: 3 clusters Score -1.403426e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -14034612.000000 Penalty: 3804.486572
	Iteration 16Q: 3 clusters Score -1.403461e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71073 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -14034947.000000 Penalty: 3804.486572
	Iteration 17Q: 3 clusters Score -1.403495e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -14035076.000000 Penalty: 3804.486572
	Iteration 18Q: 3 clusters Score -1.403508e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72528 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -14035167.000000 Penalty: 3804.486572
	Iteration 19Q: 3 clusters Score -1.403517e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -14035219.000000 Penalty: 3804.486572
	Iteration 20F: 3 clusters Score -1.403522e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -14035241.000000 Penalty: 3804.486572
	Iteration 21Q: 3 clusters Score -1.403524e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -14035254.000000 Penalty: 3804.486572
	Iteration 22Q: 3 clusters Score -1.403525e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -14035325.000000 Penalty: 3804.486572
	Iteration 23Q: 3 clusters Score -1.403532e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -14035314.000000 Penalty: 3804.486572
	Iteration 24Q: 3 clusters Score -1.403531e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77878 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -14035321.000000 Penalty: 3804.486572
	Iteration 25Q: 3 clusters Score -1.403532e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -14035338.000000 Penalty: 3804.486572
	Iteration 26Q: 3 clusters Score -1.403534e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -14035350.000000 Penalty: 3804.486572
	Iteration 27Q: 3 clusters Score -1.403535e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -14035289.000000 Penalty: 3804.486572
	Iteration 28Q: 3 clusters Score -1.403529e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -14035231.000000 Penalty: 3804.486572
	Iteration 29Q: 3 clusters Score -1.403523e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -14035148.000000 Penalty: 3804.486572
	Iteration 30Q: 3 clusters Score -1.403515e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83159 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -14035167.000000 Penalty: 3804.486572
	Iteration 31Q: 3 clusters Score -1.403517e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83868 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -14035144.000000 Penalty: 3804.486572
	Iteration 32Q: 3 clusters Score -1.403514e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -14035096.000000 Penalty: 3804.486572
	Iteration 33Q: 3 clusters Score -1.40351e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85072 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -14035090.000000 Penalty: 3804.486572
	Iteration 34Q: 3 clusters Score -1.403509e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -14035069.000000 Penalty: 3804.486572
	Iteration 35Q: 3 clusters Score -1.403507e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -14034983.000000 Penalty: 3804.486572
	Iteration 36Q: 3 clusters Score -1.403498e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86792 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -14034995.000000 Penalty: 3804.486572
	Iteration 37Q: 3 clusters Score -1.4035e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -14035004.000000 Penalty: 3804.486572
	Iteration 38Q: 3 clusters Score -1.4035e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87725 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -14034940.000000 Penalty: 3804.486572
	Iteration 39Q: 3 clusters Score -1.403494e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88127 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -14034960.000000 Penalty: 3804.486572
	Iteration 40F: 3 clusters Score -1.403496e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88503 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -14034900.000000 Penalty: 3804.486572
	Iteration 41Q: 3 clusters Score -1.40349e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -14034841.000000 Penalty: 3804.486572
	Iteration 42Q: 3 clusters Score -1.403484e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -14034830.000000 Penalty: 3804.486572
	Iteration 43Q: 3 clusters Score -1.403483e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89417 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -14034814.000000 Penalty: 3804.486572
	Iteration 44Q: 3 clusters Score -1.403481e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -14034851.000000 Penalty: 3804.486572
	Iteration 45Q: 3 clusters Score -1.403485e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -14034821.000000 Penalty: 3804.486572
	Iteration 46Q: 3 clusters Score -1.403482e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -14034826.000000 Penalty: 3804.486572
	Iteration 47Q: 3 clusters Score -1.403483e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90633 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -14034799.000000 Penalty: 3804.486572
	Iteration 48Q: 3 clusters Score -1.40348e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90968 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -14034738.000000 Penalty: 3804.486572
	Iteration 49Q: 3 clusters Score -1.403474e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91296 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -14034726.000000 Penalty: 3804.486572
	Iteration 50Q: 3 clusters Score -1.403473e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91642 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -14034720.000000 Penalty: 3804.486572
	Iteration 51Q: 3 clusters Score -1.403472e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92029 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -14034679.000000 Penalty: 3804.486572
	Iteration 52Q: 3 clusters Score -1.403468e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92397 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -14034666.000000 Penalty: 3804.486572
	Iteration 53Q: 3 clusters Score -1.403467e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92745 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -14034599.000000 Penalty: 3804.486572
	Iteration 54Q: 3 clusters Score -1.40346e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -14034634.000000 Penalty: 3804.486572
	Iteration 55Q: 3 clusters Score -1.403463e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93436 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -14034654.000000 Penalty: 3804.486572
	Iteration 56Q: 3 clusters Score -1.403465e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -14034612.000000 Penalty: 3804.486572
	Iteration 57Q: 3 clusters Score -1.403461e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94272 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -14034569.000000 Penalty: 3804.486572
	Iteration 58Q: 3 clusters Score -1.403457e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94736 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -14034530.000000 Penalty: 3804.486572
	Iteration 59Q: 3 clusters Score -1.403453e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -14034487.000000 Penalty: 3804.486572
	Iteration 60F: 3 clusters Score -1.403449e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95615 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -14034425.000000 Penalty: 3804.486572
	Iteration 61Q: 3 clusters Score -1.403442e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96019 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -14034354.000000 Penalty: 3804.486572
	Iteration 62Q: 3 clusters Score -1.403435e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96419 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -14034311.000000 Penalty: 3804.486572
	Iteration 63Q: 3 clusters Score -1.403431e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -14034283.000000 Penalty: 3804.486572
	Iteration 64Q: 3 clusters Score -1.403428e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97216 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -14034247.000000 Penalty: 3804.486572
	Iteration 65Q: 3 clusters Score -1.403425e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97639 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -14034191.000000 Penalty: 3804.486572
	Iteration 66Q: 3 clusters Score -1.403419e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -14034167.000000 Penalty: 3804.486572
	Iteration 67Q: 3 clusters Score -1.403417e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98412 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -14034111.000000 Penalty: 3804.486572
	Iteration 68Q: 3 clusters Score -1.403411e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -14034108.000000 Penalty: 3804.486572
	Iteration 69Q: 3 clusters Score -1.403411e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99141 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -14034081.000000 Penalty: 3804.486572
	Iteration 70Q: 3 clusters Score -1.403408e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99502 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -14034016.000000 Penalty: 3804.486572
	Iteration 71Q: 3 clusters Score -1.403402e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99868 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -14033996.000000 Penalty: 3804.486572
	Iteration 72Q: 3 clusters Score -1.4034e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100211 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -14033969.000000 Penalty: 3804.486572
	Iteration 73Q: 3 clusters Score -1.403397e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -14033921.000000 Penalty: 3804.486572
	Iteration 74Q: 3 clusters Score -1.403392e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100859 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -14033909.000000 Penalty: 3804.486572
	Iteration 75Q: 3 clusters Score -1.403391e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -14033911.000000 Penalty: 3804.486572
	Iteration 76Q: 3 clusters Score -1.403391e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101497 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -14033880.000000 Penalty: 3804.486572
	Iteration 77Q: 3 clusters Score -1.403388e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -14033808.000000 Penalty: 3804.486572
	Iteration 78Q: 3 clusters Score -1.403381e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102084 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -14033738.000000 Penalty: 3804.486572
	Iteration 79Q: 3 clusters Score -1.403374e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102382 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -14033703.000000 Penalty: 3804.486572
	Iteration 80F: 3 clusters Score -1.40337e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -14033715.000000 Penalty: 3804.486572
	Iteration 81Q: 3 clusters Score -1.403372e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102992 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -14033659.000000 Penalty: 3804.486572
	Iteration 82Q: 3 clusters Score -1.403366e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103288 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -14033635.000000 Penalty: 3804.486572
	Iteration 83Q: 3 clusters Score -1.403364e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103566 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -14033680.000000 Penalty: 3804.486572
	Iteration 84Q: 3 clusters Score -1.403368e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103839 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -14033649.000000 Penalty: 3804.486572
	Iteration 85Q: 3 clusters Score -1.403365e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104122 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -14033645.000000 Penalty: 3804.486572
	Iteration 86Q: 3 clusters Score -1.403364e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104393 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -14033605.000000 Penalty: 3804.486572
	Iteration 87Q: 3 clusters Score -1.40336e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104676 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -14033576.000000 Penalty: 3804.486572
	Iteration 88Q: 3 clusters Score -1.403358e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104938 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -14033513.000000 Penalty: 3804.486572
	Iteration 89Q: 3 clusters Score -1.403351e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -14033482.000000 Penalty: 3804.486572
	Iteration 90Q: 3 clusters Score -1.403348e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105398 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -14033469.000000 Penalty: 3804.486572
	Iteration 91Q: 3 clusters Score -1.403347e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105635 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -14033469.000000 Penalty: 3804.486572
	Iteration 92Q: 3 clusters Score -1.403347e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105872 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -14033454.000000 Penalty: 3804.486572
	Iteration 93Q: 3 clusters Score -1.403345e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -14033426.000000 Penalty: 3804.486572
	Iteration 94Q: 3 clusters Score -1.403343e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106332 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -14033423.000000 Penalty: 3804.486572
	Iteration 95Q: 3 clusters Score -1.403342e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106533 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -14033414.000000 Penalty: 3804.486572
	Iteration 96Q: 3 clusters Score -1.403341e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106733 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -14033391.000000 Penalty: 3804.486572
	Iteration 97Q: 3 clusters Score -1.403339e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106926 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -14033398.000000 Penalty: 3804.486572
	Iteration 98Q: 3 clusters Score -1.40334e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107100 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -14033370.000000 Penalty: 3804.486572
	Iteration 99Q: 3 clusters Score -1.403337e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107266 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -14033341.000000 Penalty: 3804.486572
	Iteration 100F: 3 clusters Score -1.403334e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107411 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -14033344.000000 Penalty: 3804.486572
	Iteration 101Q: 3 clusters Score -1.403334e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107547 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -14033329.000000 Penalty: 3804.486572
	Iteration 102Q: 3 clusters Score -1.403333e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107693 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -14033341.000000 Penalty: 3804.486572
	Iteration 103Q: 3 clusters Score -1.403334e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107822 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -14033291.000000 Penalty: 3804.486572
	Iteration 104Q: 3 clusters Score -1.403329e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107965 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -14033279.000000 Penalty: 3804.486572
	Iteration 105Q: 3 clusters Score -1.403328e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108109 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -14033270.000000 Penalty: 3804.486572
	Iteration 106Q: 3 clusters Score -1.403327e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108226 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -14033269.000000 Penalty: 3804.486572
	Iteration 107Q: 3 clusters Score -1.403327e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108348 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -14033267.000000 Penalty: 3804.486572
	Iteration 108Q: 3 clusters Score -1.403327e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108472 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -14033237.000000 Penalty: 3804.486572
	Iteration 109Q: 3 clusters Score -1.403324e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108572 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -14033237.000000 Penalty: 3804.486572
	Iteration 110Q: 3 clusters Score -1.403324e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -14033233.000000 Penalty: 3804.486572
	Iteration 111Q: 3 clusters Score -1.403323e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108739 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -14033208.000000 Penalty: 3804.486572
	Iteration 112Q: 3 clusters Score -1.403321e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -14033202.000000 Penalty: 3804.486572
	Iteration 113Q: 3 clusters Score -1.40332e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108911 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -14033189.000000 Penalty: 3804.486572
	Iteration 114Q: 3 clusters Score -1.403319e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108999 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -14033174.000000 Penalty: 3804.486572
	Iteration 115Q: 3 clusters Score -1.403317e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109081 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -14033154.000000 Penalty: 3804.486572
	Iteration 116Q: 3 clusters Score -1.403315e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109156 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -14033158.000000 Penalty: 3804.486572
	Iteration 117Q: 3 clusters Score -1.403316e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109237 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -14033158.000000 Penalty: 3804.486572
	Iteration 118Q: 3 clusters Score -1.403316e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109318 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -14033157.000000 Penalty: 3804.486572
	Iteration 119Q: 3 clusters Score -1.403316e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109389 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -14033141.000000 Penalty: 3804.486572
	Iteration 120F: 3 clusters Score -1.403314e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109447 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -14033151.000000 Penalty: 3804.486572
	Iteration 121Q: 3 clusters Score -1.403315e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109497 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -14033138.000000 Penalty: 3804.486572
	Iteration 122Q: 3 clusters Score -1.403314e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -14033133.000000 Penalty: 3804.486572
	Iteration 123Q: 3 clusters Score -1.403313e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109578 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -14033157.000000 Penalty: 3804.486572
	Iteration 124Q: 3 clusters Score -1.403316e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109635 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -14033144.000000 Penalty: 3804.486572
	Iteration 125Q: 3 clusters Score -1.403314e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109694 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -14033141.000000 Penalty: 3804.486572
	Iteration 126Q: 3 clusters Score -1.403314e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109744 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -14033142.000000 Penalty: 3804.486572
	Iteration 127Q: 3 clusters Score -1.403314e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109785 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -14033152.000000 Penalty: 3804.486572
	Iteration 128Q: 3 clusters Score -1.403315e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109831 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -14033143.000000 Penalty: 3804.486572
	Iteration 129Q: 3 clusters Score -1.403314e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -14033129.000000 Penalty: 3804.486572
	Iteration 130Q: 3 clusters Score -1.403313e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109915 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -14033130.000000 Penalty: 3804.486572
	Iteration 131Q: 3 clusters Score -1.403313e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109948 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -14033105.000000 Penalty: 3804.486572
	Iteration 132Q: 3 clusters Score -1.40331e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109970 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -14033103.000000 Penalty: 3804.486572
	Iteration 133Q: 3 clusters Score -1.40331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109987 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -14033106.000000 Penalty: 3804.486572
	Iteration 134Q: 3 clusters Score -1.403311e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110018 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -14033114.000000 Penalty: 3804.486572
	Iteration 135Q: 3 clusters Score -1.403311e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110049 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -14033091.000000 Penalty: 3804.486572
	Iteration 136Q: 3 clusters Score -1.403309e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110081 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -14033087.000000 Penalty: 3804.486572
	Iteration 137Q: 3 clusters Score -1.403309e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -14033100.000000 Penalty: 3804.486572
	Iteration 138Q: 3 clusters Score -1.40331e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110146 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -14033098.000000 Penalty: 3804.486572
	Iteration 139Q: 3 clusters Score -1.40331e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110187 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -14033096.000000 Penalty: 3804.486572
	Iteration 140F: 3 clusters Score -1.40331e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110223 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -14033093.000000 Penalty: 3804.486572
	Iteration 141Q: 3 clusters Score -1.403309e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110255 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -14033087.000000 Penalty: 3804.486572
	Iteration 142Q: 3 clusters Score -1.403309e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110294 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -14033096.000000 Penalty: 3804.486572
	Iteration 143Q: 3 clusters Score -1.40331e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110323 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -14033096.000000 Penalty: 3804.486572
	Iteration 144Q: 3 clusters Score -1.40331e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110349 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -14033090.000000 Penalty: 3804.486572
	Iteration 145Q: 3 clusters Score -1.403309e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -14033078.000000 Penalty: 3804.486572
	Iteration 146Q: 3 clusters Score -1.403308e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -14033068.000000 Penalty: 3804.486572
	Iteration 147Q: 3 clusters Score -1.403307e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110434 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -14033077.000000 Penalty: 3804.486572
	Iteration 148Q: 3 clusters Score -1.403308e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110478 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -14033076.000000 Penalty: 3804.486572
	Iteration 149Q: 3 clusters Score -1.403308e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110523 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -14033068.000000 Penalty: 3804.486572
	Iteration 150Q: 3 clusters Score -1.403307e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110564 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -14033048.000000 Penalty: 3804.486572
	Iteration 151Q: 3 clusters Score -1.403305e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -14033036.000000 Penalty: 3804.486572
	Iteration 152Q: 3 clusters Score -1.403304e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110638 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -14033042.000000 Penalty: 3804.486572
	Iteration 153Q: 3 clusters Score -1.403304e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110672 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -14033038.000000 Penalty: 3804.486572
	Iteration 154Q: 3 clusters Score -1.403304e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110709 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -14033059.000000 Penalty: 3804.486572
	Iteration 155Q: 3 clusters Score -1.403306e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110742 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -14033032.000000 Penalty: 3804.486572
	Iteration 156Q: 3 clusters Score -1.403303e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110779 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -14033028.000000 Penalty: 3804.486572
	Iteration 157Q: 3 clusters Score -1.403303e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110818 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -14033007.000000 Penalty: 3804.486572
	Iteration 158Q: 3 clusters Score -1.403301e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110868 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -14033010.000000 Penalty: 3804.486572
	Iteration 159Q: 3 clusters Score -1.403301e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110923 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -14033012.000000 Penalty: 3804.486572
	Iteration 160F: 3 clusters Score -1.403301e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110978 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -14033000.000000 Penalty: 3804.486572
	Iteration 161Q: 3 clusters Score -1.4033e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111026 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -14032998.000000 Penalty: 3804.486572
	Iteration 162Q: 3 clusters Score -1.4033e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111068 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -14033006.000000 Penalty: 3804.486572
	Iteration 163Q: 3 clusters Score -1.403301e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111110 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -14032999.000000 Penalty: 3804.486572
	Iteration 164Q: 3 clusters Score -1.4033e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111168 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -14032991.000000 Penalty: 3804.486572
	Iteration 165Q: 3 clusters Score -1.403299e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111224 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -14032984.000000 Penalty: 3804.486572
	Iteration 166Q: 3 clusters Score -1.403298e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111288 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -14032996.000000 Penalty: 3804.486572
	Iteration 167Q: 3 clusters Score -1.4033e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111358 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -14032980.000000 Penalty: 3804.486572
	Iteration 168Q: 3 clusters Score -1.403298e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111427 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -14033000.000000 Penalty: 3804.486572
	Iteration 169Q: 3 clusters Score -1.4033e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111500 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -14032989.000000 Penalty: 3804.486572
	Iteration 170Q: 3 clusters Score -1.403299e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111568 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -14032978.000000 Penalty: 3804.486572
	Iteration 171Q: 3 clusters Score -1.403298e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111632 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -14032965.000000 Penalty: 3804.486572
	Iteration 172Q: 3 clusters Score -1.403296e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111695 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -14032980.000000 Penalty: 3804.486572
	Iteration 173Q: 3 clusters Score -1.403298e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111758 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -14032974.000000 Penalty: 3804.486572
	Iteration 174Q: 3 clusters Score -1.403297e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111834 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -14032962.000000 Penalty: 3804.486572
	Iteration 175Q: 3 clusters Score -1.403296e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111907 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -14032975.000000 Penalty: 3804.486572
	Iteration 176Q: 3 clusters Score -1.403298e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111992 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -14032972.000000 Penalty: 3804.486572
	Iteration 177Q: 3 clusters Score -1.403297e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112079 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -14032958.000000 Penalty: 3804.486572
	Iteration 178Q: 3 clusters Score -1.403296e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112151 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -14032957.000000 Penalty: 3804.486572
	Iteration 179Q: 3 clusters Score -1.403296e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112228 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -14032932.000000 Penalty: 3804.486572
	Iteration 180F: 3 clusters Score -1.403293e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112299 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -14032921.000000 Penalty: 3804.486572
	Iteration 181Q: 3 clusters Score -1.403292e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112389 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -14032904.000000 Penalty: 3804.486572
	Iteration 182Q: 3 clusters Score -1.40329e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112485 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -14032896.000000 Penalty: 3804.486572
	Iteration 183Q: 3 clusters Score -1.40329e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112579 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -14032930.000000 Penalty: 3804.486572
	Iteration 184Q: 3 clusters Score -1.403293e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112668 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -14032934.000000 Penalty: 3804.486572
	Iteration 185Q: 3 clusters Score -1.403293e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112746 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -14032908.000000 Penalty: 3804.486572
	Iteration 186Q: 3 clusters Score -1.403291e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112831 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -14032906.000000 Penalty: 3804.486572
	Iteration 187Q: 3 clusters Score -1.403291e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112915 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -14032917.000000 Penalty: 3804.486572
	Iteration 188Q: 3 clusters Score -1.403292e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113003 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -14032898.000000 Penalty: 3804.486572
	Iteration 189Q: 3 clusters Score -1.40329e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113092 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -14032882.000000 Penalty: 3804.486572
	Iteration 190Q: 3 clusters Score -1.403288e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113183 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -14032879.000000 Penalty: 3804.486572
	Iteration 191Q: 3 clusters Score -1.403288e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113261 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -14032884.000000 Penalty: 3804.486572
	Iteration 192Q: 3 clusters Score -1.403288e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113318 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -14032888.000000 Penalty: 3804.486572
	Iteration 193Q: 3 clusters Score -1.403289e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -14032847.000000 Penalty: 3804.486572
	Iteration 194Q: 3 clusters Score -1.403285e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113452 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -14032840.000000 Penalty: 3804.486572
	Iteration 195Q: 3 clusters Score -1.403284e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113516 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -14032839.000000 Penalty: 3804.486572
	Iteration 196Q: 3 clusters Score -1.403284e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113561 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -14032844.000000 Penalty: 3804.486572
	Iteration 197Q: 3 clusters Score -1.403284e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113613 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -14032841.000000 Penalty: 3804.486572
	Iteration 198Q: 3 clusters Score -1.403284e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113665 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -14032816.000000 Penalty: 3804.486572
	Iteration 199Q: 3 clusters Score -1.403282e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113719 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -14032827.000000 Penalty: 3804.486572
	Iteration 200F: 3 clusters Score -1.403283e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113758 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -14032812.000000 Penalty: 3804.486572
	Iteration 201Q: 3 clusters Score -1.403281e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113800 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -14032816.000000 Penalty: 3804.486572
	Iteration 202Q: 3 clusters Score -1.403282e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113843 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -14032793.000000 Penalty: 3804.486572
	Iteration 203Q: 3 clusters Score -1.403279e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113882 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -14032814.000000 Penalty: 3804.486572
	Iteration 204Q: 3 clusters Score -1.403281e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113925 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -14032801.000000 Penalty: 3804.486572
	Iteration 205Q: 3 clusters Score -1.40328e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113968 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -14032793.000000 Penalty: 3804.486572
	Iteration 206Q: 3 clusters Score -1.403279e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114022 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -14032792.000000 Penalty: 3804.486572
	Iteration 207Q: 3 clusters Score -1.403279e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114064 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -14032773.000000 Penalty: 3804.486572
	Iteration 208Q: 3 clusters Score -1.403277e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114095 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -14032789.000000 Penalty: 3804.486572
	Iteration 209Q: 3 clusters Score -1.403279e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114122 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -14032780.000000 Penalty: 3804.486572
	Iteration 210Q: 3 clusters Score -1.403278e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114150 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -14032779.000000 Penalty: 3804.486572
	Iteration 211Q: 3 clusters Score -1.403278e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114183 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -14032777.000000 Penalty: 3804.486572
	Iteration 212Q: 3 clusters Score -1.403278e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114211 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -14032779.000000 Penalty: 3804.486572
	Iteration 213Q: 3 clusters Score -1.403278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114236 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -14032783.000000 Penalty: 3804.486572
	Iteration 214Q: 3 clusters Score -1.403278e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114268 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -14032768.000000 Penalty: 3804.486572
	Iteration 215Q: 3 clusters Score -1.403277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114290 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -14032764.000000 Penalty: 3804.486572
	Iteration 216Q: 3 clusters Score -1.403276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114312 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -14032772.000000 Penalty: 3804.486572
	Iteration 217Q: 3 clusters Score -1.403277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114336 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -14032757.000000 Penalty: 3804.486572
	Iteration 218Q: 3 clusters Score -1.403276e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114359 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -14032720.000000 Penalty: 3804.486572
	Iteration 219Q: 3 clusters Score -1.403272e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114384 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -14032716.000000 Penalty: 3804.486572
	Iteration 220F: 3 clusters Score -1.403272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114403 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -14032704.000000 Penalty: 3804.486572
	Iteration 221Q: 3 clusters Score -1.40327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114414 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -14032702.000000 Penalty: 3804.486572
	Iteration 222Q: 3 clusters Score -1.40327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114426 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -14032728.000000 Penalty: 3804.486572
	Iteration 223Q: 3 clusters Score -1.403273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114438 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -14032730.000000 Penalty: 3804.486572
	Iteration 224Q: 3 clusters Score -1.403273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114456 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -14032705.000000 Penalty: 3804.486572
	Iteration 225Q: 3 clusters Score -1.40327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114470 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -14032691.000000 Penalty: 3804.486572
	Iteration 226Q: 3 clusters Score -1.403269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114487 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -14032699.000000 Penalty: 3804.486572
	Iteration 227Q: 3 clusters Score -1.40327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114517 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -14032697.000000 Penalty: 3804.486572
	Iteration 228Q: 3 clusters Score -1.40327e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114554 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -14032681.000000 Penalty: 3804.486572
	Iteration 229Q: 3 clusters Score -1.403268e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114593 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -14032693.000000 Penalty: 3804.486572
	Iteration 230Q: 3 clusters Score -1.403269e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114631 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -14032682.000000 Penalty: 3804.486572
	Iteration 231Q: 3 clusters Score -1.403268e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114669 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -14032702.000000 Penalty: 3804.486572
	Iteration 232Q: 3 clusters Score -1.40327e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114698 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -14032703.000000 Penalty: 3804.486572
	Iteration 233Q: 3 clusters Score -1.40327e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114729 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -14032690.000000 Penalty: 3804.486572
	Iteration 234Q: 3 clusters Score -1.403269e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114759 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -14032692.000000 Penalty: 3804.486572
	Iteration 235Q: 3 clusters Score -1.403269e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114791 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -14032678.000000 Penalty: 3804.486572
	Iteration 236Q: 3 clusters Score -1.403268e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114820 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -14032666.000000 Penalty: 3804.486572
	Iteration 237Q: 3 clusters Score -1.403267e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114854 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -14032660.000000 Penalty: 3804.486572
	Iteration 238Q: 3 clusters Score -1.403266e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114887 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -14032652.000000 Penalty: 3804.486572
	Iteration 239Q: 3 clusters Score -1.403265e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114916 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -14032642.000000 Penalty: 3804.486572
	Iteration 240F: 3 clusters Score -1.403264e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114937 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -14032644.000000 Penalty: 3804.486572
	Iteration 241Q: 3 clusters Score -1.403264e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114955 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -14032641.000000 Penalty: 3804.486572
	Iteration 242Q: 3 clusters Score -1.403264e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114983 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -14032634.000000 Penalty: 3804.486572
	Iteration 243Q: 3 clusters Score -1.403263e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115008 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -14032659.000000 Penalty: 3804.486572
	Iteration 244Q: 3 clusters Score -1.403266e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -14032675.000000 Penalty: 3804.486572
	Iteration 245Q: 3 clusters Score -1.403268e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115070 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -14032670.000000 Penalty: 3804.486572
	Iteration 246Q: 3 clusters Score -1.403267e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115102 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -14032657.000000 Penalty: 3804.486572
	Iteration 247Q: 3 clusters Score -1.403266e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115136 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -14032660.000000 Penalty: 3804.486572
	Iteration 248Q: 3 clusters Score -1.403266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115174 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -14032647.000000 Penalty: 3804.486572
	Iteration 249Q: 3 clusters Score -1.403265e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115208 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -14032627.000000 Penalty: 3804.486572
	Iteration 250Q: 3 clusters Score -1.403263e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115238 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -14032627.000000 Penalty: 3804.486572
	Iteration 251Q: 3 clusters Score -1.403263e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115275 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -14032617.000000 Penalty: 3804.486572
	Iteration 252Q: 3 clusters Score -1.403262e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115300 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -14032632.000000 Penalty: 3804.486572
	Iteration 253Q: 3 clusters Score -1.403263e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115321 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -14032626.000000 Penalty: 3804.486572
	Iteration 254Q: 3 clusters Score -1.403263e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115337 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -14032633.000000 Penalty: 3804.486572
	Iteration 255Q: 3 clusters Score -1.403263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115351 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -14032624.000000 Penalty: 3804.486572
	Iteration 256Q: 3 clusters Score -1.403262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115365 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -14032624.000000 Penalty: 3804.486572
	Iteration 257Q: 3 clusters Score -1.403262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115379 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -14032618.000000 Penalty: 3804.486572
	Iteration 258Q: 3 clusters Score -1.403262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115392 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -14032605.000000 Penalty: 3804.486572
	Iteration 259Q: 3 clusters Score -1.40326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115405 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -14032611.000000 Penalty: 3804.486572
	Iteration 260F: 3 clusters Score -1.403261e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115418 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -14032624.000000 Penalty: 3804.486572
	Iteration 261Q: 3 clusters Score -1.403262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115432 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -14032626.000000 Penalty: 3804.486572
	Iteration 262Q: 3 clusters Score -1.403263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115449 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -14032621.000000 Penalty: 3804.486572
	Iteration 263Q: 3 clusters Score -1.403262e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115472 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -14032616.000000 Penalty: 3804.486572
	Iteration 264Q: 3 clusters Score -1.403262e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115490 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -14032607.000000 Penalty: 3804.486572
	Iteration 265Q: 3 clusters Score -1.403261e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115508 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -14032599.000000 Penalty: 3804.486572
	Iteration 266Q: 3 clusters Score -1.40326e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115527 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -14032610.000000 Penalty: 3804.486572
	Iteration 267Q: 3 clusters Score -1.403261e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115548 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -14032614.000000 Penalty: 3804.486572
	Iteration 268Q: 3 clusters Score -1.403261e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115569 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -14032588.000000 Penalty: 3804.486572
	Iteration 269Q: 3 clusters Score -1.403259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115596 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -14032580.000000 Penalty: 3804.486572
	Iteration 270Q: 3 clusters Score -1.403258e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115626 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -14032574.000000 Penalty: 3804.486572
	Iteration 271Q: 3 clusters Score -1.403257e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115654 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -14032576.000000 Penalty: 3804.486572
	Iteration 272Q: 3 clusters Score -1.403258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115675 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -14032569.000000 Penalty: 3804.486572
	Iteration 273Q: 3 clusters Score -1.403257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115697 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -14032574.000000 Penalty: 3804.486572
	Iteration 274Q: 3 clusters Score -1.403257e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115727 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -14032556.000000 Penalty: 3804.486572
	Iteration 275Q: 3 clusters Score -1.403256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115750 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -14032551.000000 Penalty: 3804.486572
	Iteration 276Q: 3 clusters Score -1.403255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115775 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -14032538.000000 Penalty: 3804.486572
	Iteration 277Q: 3 clusters Score -1.403254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115796 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -14032544.000000 Penalty: 3804.486572
	Iteration 278Q: 3 clusters Score -1.403254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115817 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -14032562.000000 Penalty: 3804.486572
	Iteration 279Q: 3 clusters Score -1.403256e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115844 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -14032565.000000 Penalty: 3804.486572
	Iteration 280F: 3 clusters Score -1.403256e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115875 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -14032562.000000 Penalty: 3804.486572
	Iteration 281Q: 3 clusters Score -1.403256e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115906 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -14032557.000000 Penalty: 3804.486572
	Iteration 282Q: 3 clusters Score -1.403256e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115930 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -14032555.000000 Penalty: 3804.486572
	Iteration 283Q: 3 clusters Score -1.403256e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115955 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -14032540.000000 Penalty: 3804.486572
	Iteration 284Q: 3 clusters Score -1.403254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115978 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -14032547.000000 Penalty: 3804.486572
	Iteration 285Q: 3 clusters Score -1.403255e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116017 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -14032551.000000 Penalty: 3804.486572
	Iteration 286Q: 3 clusters Score -1.403255e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116062 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -14032539.000000 Penalty: 3804.486572
	Iteration 287Q: 3 clusters Score -1.403254e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116105 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -14032537.000000 Penalty: 3804.486572
	Iteration 288Q: 3 clusters Score -1.403254e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116145 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -14032532.000000 Penalty: 3804.486572
	Iteration 289Q: 3 clusters Score -1.403253e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116171 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -14032531.000000 Penalty: 3804.486572
	Iteration 290Q: 3 clusters Score -1.403253e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116200 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -14032526.000000 Penalty: 3804.486572
	Iteration 291Q: 3 clusters Score -1.403253e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116232 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -14032529.000000 Penalty: 3804.486572
	Iteration 292Q: 3 clusters Score -1.403253e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116272 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -14032536.000000 Penalty: 3804.486572
	Iteration 293Q: 3 clusters Score -1.403254e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116318 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -14032538.000000 Penalty: 3804.486572
	Iteration 294Q: 3 clusters Score -1.403254e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116364 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -14032539.000000 Penalty: 3804.486572
	Iteration 295Q: 3 clusters Score -1.403254e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116411 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -14032513.000000 Penalty: 3804.486572
	Iteration 296Q: 3 clusters Score -1.403251e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116454 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -14032505.000000 Penalty: 3804.486572
	Iteration 297Q: 3 clusters Score -1.40325e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -14032494.000000 Penalty: 3804.486572
	Iteration 298Q: 3 clusters Score -1.403249e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116526 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -14032482.000000 Penalty: 3804.486572
	Iteration 299Q: 3 clusters Score -1.403248e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116545 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -14032475.000000 Penalty: 3804.486572
	Iteration 300F: 3 clusters Score -1.403248e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116564 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -14032472.000000 Penalty: 3804.486572
	Iteration 301Q: 3 clusters Score -1.403247e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116586 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -14032481.000000 Penalty: 3804.486572
	Iteration 302Q: 3 clusters Score -1.403248e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116609 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -14032474.000000 Penalty: 3804.486572
	Iteration 303Q: 3 clusters Score -1.403247e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116636 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -14032482.000000 Penalty: 3804.486572
	Iteration 304Q: 3 clusters Score -1.403248e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116669 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -14032484.000000 Penalty: 3804.486572
	Iteration 305Q: 3 clusters Score -1.403248e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116711 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -14032497.000000 Penalty: 3804.486572
	Iteration 306Q: 3 clusters Score -1.40325e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116752 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -14032478.000000 Penalty: 3804.486572
	Iteration 307Q: 3 clusters Score -1.403248e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116784 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -14032480.000000 Penalty: 3804.486572
	Iteration 308Q: 3 clusters Score -1.403248e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116819 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -14032484.000000 Penalty: 3804.486572
	Iteration 309Q: 3 clusters Score -1.403248e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116860 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -14032478.000000 Penalty: 3804.486572
	Iteration 310Q: 3 clusters Score -1.403248e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116898 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -14032473.000000 Penalty: 3804.486572
	Iteration 311Q: 3 clusters Score -1.403247e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116931 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -14032454.000000 Penalty: 3804.486572
	Iteration 312Q: 3 clusters Score -1.403245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116954 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -14032468.000000 Penalty: 3804.486572
	Iteration 313Q: 3 clusters Score -1.403247e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116978 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -14032467.000000 Penalty: 3804.486572
	Iteration 314Q: 3 clusters Score -1.403247e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117002 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -14032462.000000 Penalty: 3804.486572
	Iteration 315Q: 3 clusters Score -1.403246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117027 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -14032459.000000 Penalty: 3804.486572
	Iteration 316Q: 3 clusters Score -1.403246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117048 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -14032460.000000 Penalty: 3804.486572
	Iteration 317Q: 3 clusters Score -1.403246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117067 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -14032443.000000 Penalty: 3804.486572
	Iteration 318Q: 3 clusters Score -1.403244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117090 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -14032441.000000 Penalty: 3804.486572
	Iteration 319Q: 3 clusters Score -1.403244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117117 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -14032460.000000 Penalty: 3804.486572
	Iteration 320F: 3 clusters Score -1.403246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117144 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -14032437.000000 Penalty: 3804.486572
	Iteration 321Q: 3 clusters Score -1.403244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117166 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -14032429.000000 Penalty: 3804.486572
	Iteration 322Q: 3 clusters Score -1.403243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117184 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -14032429.000000 Penalty: 3804.486572
	Iteration 323Q: 3 clusters Score -1.403243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117199 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -14032430.000000 Penalty: 3804.486572
	Iteration 324Q: 3 clusters Score -1.403243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117214 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -14032437.000000 Penalty: 3804.486572
	Iteration 325Q: 3 clusters Score -1.403244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117230 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -14032438.000000 Penalty: 3804.486572
	Iteration 326Q: 3 clusters Score -1.403244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -14032434.000000 Penalty: 3804.486572
	Iteration 327Q: 3 clusters Score -1.403243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117249 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -14032438.000000 Penalty: 3804.486572
	Iteration 328Q: 3 clusters Score -1.403244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -14032421.000000 Penalty: 3804.486572
	Iteration 329Q: 3 clusters Score -1.403242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117261 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -14032416.000000 Penalty: 3804.486572
	Iteration 330Q: 3 clusters Score -1.403242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117267 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -14032415.000000 Penalty: 3804.486572
	Iteration 331Q: 3 clusters Score -1.403242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117272 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -14032412.000000 Penalty: 3804.486572
	Iteration 332Q: 3 clusters Score -1.403241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117275 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -14032414.000000 Penalty: 3804.486572
	Iteration 333Q: 3 clusters Score -1.403241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117277 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -14032415.000000 Penalty: 3804.486572
	Iteration 334Q: 3 clusters Score -1.403242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117278 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -14032414.000000 Penalty: 3804.486572
	Iteration 335Q: 3 clusters Score -1.403241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117278 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -14032414.000000 Penalty: 3804.486572
	Iteration 336F: 3 clusters Score -1.403241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -48860.886719 Penalty: 997.029297
	Iteration 0F: 2 clusters Score -48860.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47846.273438 Penalty: 1994.058594
	Iteration 0F: 3 clusters Score -47846.27 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48009.097656 Penalty: 1994.058594
	Iteration 1F: 3 clusters Score -48009.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48039.089844 Penalty: 1994.058594
	Iteration 2Q: 3 clusters Score -48039.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48048.140625 Penalty: 1994.058594
	Iteration 3Q: 3 clusters Score -48048.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48058.589844 Penalty: 1994.058594
	Iteration 4Q: 3 clusters Score -48058.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -48068.023438 Penalty: 1994.058594
	Iteration 5Q: 3 clusters Score -48068.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48069.835938 Penalty: 1994.058594
	Iteration 6Q: 3 clusters Score -48069.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48071.417969 Penalty: 1994.058594
	Iteration 7Q: 3 clusters Score -48071.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48073.027344 Penalty: 1994.058594
	Iteration 8Q: 3 clusters Score -48073.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48073.867188 Penalty: 1994.058594
	Iteration 9Q: 3 clusters Score -48073.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48074.992188 Penalty: 1994.058594
	Iteration 10Q: 3 clusters Score -48074.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48074.992188 Penalty: 1994.058594
	Iteration 11F: 3 clusters Score -48074.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Entering Unmasked Estep 
Score: -1939468.750000 Penalty: 1580.558228
	Iteration 0F: 2 clusters Score -1939469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1927923.000000 Penalty: 3161.116455
	Iteration 0F: 3 clusters Score -1927923 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1931883.750000 Penalty: 3161.116455
	Iteration 1F: 3 clusters Score -1931884 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1932200.875000 Penalty: 3161.116455
	Iteration 2F: 3 clusters Score -1932201 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1932547.875000 Penalty: 3161.116455
	Iteration 3Q: 3 clusters Score -1932548 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1932955.875000 Penalty: 3161.116455
	Iteration 4F: 3 clusters Score -1932956 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1933478.375000 Penalty: 3161.116455
	Iteration 5F: 3 clusters Score -1933478 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1934194.625000 Penalty: 3161.116455
	Iteration 6F: 3 clusters Score -1934195 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1935127.125000 Penalty: 3161.116455
	Iteration 7F: 3 clusters Score -1935127 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1936046.250000 Penalty: 3161.116455
	Iteration 8F: 3 clusters Score -1936046 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1936824.375000 Penalty: 3161.116455
	Iteration 9F: 3 clusters Score -1936824 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1937355.875000 Penalty: 3161.116455
	Iteration 10Q: 3 clusters Score -1937356 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1937681.875000 Penalty: 3161.116455
	Iteration 11Q: 3 clusters Score -1937682 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1937872.125000 Penalty: 3161.116455
	Iteration 12Q: 3 clusters Score -1937872 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1937972.125000 Penalty: 3161.116455
	Iteration 13Q: 3 clusters Score -1937972 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1938030.125000 Penalty: 3161.116455
	Iteration 14Q: 3 clusters Score -1938030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -1938068.125000 Penalty: 3161.116455
	Iteration 15Q: 3 clusters Score -1938068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1938097.625000 Penalty: 3161.116455
	Iteration 16Q: 3 clusters Score -1938098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1938110.375000 Penalty: 3161.116455
	Iteration 17Q: 3 clusters Score -1938110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1938118.000000 Penalty: 3161.116455
	Iteration 18Q: 3 clusters Score -1938118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1938126.625000 Penalty: 3161.116455
	Iteration 19Q: 3 clusters Score -1938127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1938137.875000 Penalty: 3161.116455
	Iteration 20F: 3 clusters Score -1938138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1938155.625000 Penalty: 3161.116455
	Iteration 21Q: 3 clusters Score -1938156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1938169.750000 Penalty: 3161.116455
	Iteration 22Q: 3 clusters Score -1938170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1938187.000000 Penalty: 3161.116455
	Iteration 23Q: 3 clusters Score -1938187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1938195.750000 Penalty: 3161.116455
	Iteration 24Q: 3 clusters Score -1938196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1938210.875000 Penalty: 3161.116455
	Iteration 25Q: 3 clusters Score -1938211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -1938215.750000 Penalty: 3161.116455
	Iteration 26Q: 3 clusters Score -1938216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1938214.625000 Penalty: 3161.116455
	Iteration 27Q: 3 clusters Score -1938215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1938217.875000 Penalty: 3161.116455
	Iteration 28Q: 3 clusters Score -1938218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1938222.750000 Penalty: 3161.116455
	Iteration 29Q: 3 clusters Score -1938223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -1938225.250000 Penalty: 3161.116455
	Iteration 30Q: 3 clusters Score -1938225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1938226.375000 Penalty: 3161.116455
	Iteration 31Q: 3 clusters Score -1938226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1938228.750000 Penalty: 3161.116455
	Iteration 32Q: 3 clusters Score -1938229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1938230.250000 Penalty: 3161.116455
	Iteration 33Q: 3 clusters Score -1938230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1938232.500000 Penalty: 3161.116455
	Iteration 34Q: 3 clusters Score -1938232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1938235.250000 Penalty: 3161.116455
	Iteration 35Q: 3 clusters Score -1938235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1938235.250000 Penalty: 3161.116455
	Iteration 36F: 3 clusters Score -1938235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Entering Unmasked Estep 
Score: -424463.125000 Penalty: 1336.905029
	Iteration 0F: 2 clusters Score -424463.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -421284.937500 Penalty: 2673.810059
	Iteration 0F: 3 clusters Score -421284.9 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -422106.625000 Penalty: 2673.810059
	Iteration 1F: 3 clusters Score -422106.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -422244.218750 Penalty: 2673.810059
	Iteration 2F: 3 clusters Score -422244.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -422317.062500 Penalty: 2673.810059
	Iteration 3Q: 3 clusters Score -422317.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -422357.187500 Penalty: 2673.810059
	Iteration 4Q: 3 clusters Score -422357.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -422388.125000 Penalty: 2673.810059
	Iteration 5Q: 3 clusters Score -422388.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -422413.718750 Penalty: 2673.810059
	Iteration 6Q: 3 clusters Score -422413.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -422433.812500 Penalty: 2673.810059
	Iteration 7Q: 3 clusters Score -422433.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -422452.875000 Penalty: 2673.810059
	Iteration 8Q: 3 clusters Score -422452.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -422475.437500 Penalty: 2673.810059
	Iteration 9Q: 3 clusters Score -422475.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -422491.187500 Penalty: 2673.810059
	Iteration 10Q: 3 clusters Score -422491.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -422506.281250 Penalty: 2673.810059
	Iteration 11Q: 3 clusters Score -422506.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -422522.375000 Penalty: 2673.810059
	Iteration 12Q: 3 clusters Score -422522.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -422538.218750 Penalty: 2673.810059
	Iteration 13Q: 3 clusters Score -422538.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -422551.843750 Penalty: 2673.810059
	Iteration 14Q: 3 clusters Score -422551.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -422563.625000 Penalty: 2673.810059
	Iteration 15Q: 3 clusters Score -422563.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -422575.781250 Penalty: 2673.810059
	Iteration 16Q: 3 clusters Score -422575.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -422585.968750 Penalty: 2673.810059
	Iteration 17Q: 3 clusters Score -422586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -422598.156250 Penalty: 2673.810059
	Iteration 18Q: 3 clusters Score -422598.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -422609.531250 Penalty: 2673.810059
	Iteration 19Q: 3 clusters Score -422609.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -422622.812500 Penalty: 2673.810059
	Iteration 20F: 3 clusters Score -422622.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -422644.812500 Penalty: 2673.810059
	Iteration 21Q: 3 clusters Score -422644.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -422665.093750 Penalty: 2673.810059
	Iteration 22Q: 3 clusters Score -422665.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -422685.781250 Penalty: 2673.810059
	Iteration 23Q: 3 clusters Score -422685.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -422709.531250 Penalty: 2673.810059
	Iteration 24Q: 3 clusters Score -422709.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -422735.500000 Penalty: 2673.810059
	Iteration 25Q: 3 clusters Score -422735.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -422763.562500 Penalty: 2673.810059
	Iteration 26Q: 3 clusters Score -422763.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -422797.656250 Penalty: 2673.810059
	Iteration 27Q: 3 clusters Score -422797.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -422842.187500 Penalty: 2673.810059
	Iteration 28Q: 3 clusters Score -422842.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -422894.312500 Penalty: 2673.810059
	Iteration 29Q: 3 clusters Score -422894.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -422957.375000 Penalty: 2673.810059
	Iteration 30Q: 3 clusters Score -422957.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -423024.718750 Penalty: 2673.810059
	Iteration 31Q: 3 clusters Score -423024.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -423091.093750 Penalty: 2673.810059
	Iteration 32Q: 3 clusters Score -423091.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -423147.781250 Penalty: 2673.810059
	Iteration 33Q: 3 clusters Score -423147.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -423207.406250 Penalty: 2673.810059
	Iteration 34Q: 3 clusters Score -423207.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -423267.531250 Penalty: 2673.810059
	Iteration 35Q: 3 clusters Score -423267.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -423312.968750 Penalty: 2673.810059
	Iteration 36Q: 3 clusters Score -423313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -423347.437500 Penalty: 2673.810059
	Iteration 37Q: 3 clusters Score -423347.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -423376.968750 Penalty: 2673.810059
	Iteration 38Q: 3 clusters Score -423377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -423404.937500 Penalty: 2673.810059
	Iteration 39Q: 3 clusters Score -423404.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -423416.375000 Penalty: 2673.810059
	Iteration 40F: 3 clusters Score -423416.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -423424.125000 Penalty: 2673.810059
	Iteration 41Q: 3 clusters Score -423424.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -423431.875000 Penalty: 2673.810059
	Iteration 42Q: 3 clusters Score -423431.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -423439.031250 Penalty: 2673.810059
	Iteration 43Q: 3 clusters Score -423439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -423448.937500 Penalty: 2673.810059
	Iteration 44Q: 3 clusters Score -423448.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -423460.968750 Penalty: 2673.810059
	Iteration 45Q: 3 clusters Score -423461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -423468.531250 Penalty: 2673.810059
	Iteration 46Q: 3 clusters Score -423468.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -423478.531250 Penalty: 2673.810059
	Iteration 47Q: 3 clusters Score -423478.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -423484.031250 Penalty: 2673.810059
	Iteration 48Q: 3 clusters Score -423484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -423486.843750 Penalty: 2673.810059
	Iteration 49Q: 3 clusters Score -423486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -423490.343750 Penalty: 2673.810059
	Iteration 50Q: 3 clusters Score -423490.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -423492.687500 Penalty: 2673.810059
	Iteration 51Q: 3 clusters Score -423492.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -423496.187500 Penalty: 2673.810059
	Iteration 52Q: 3 clusters Score -423496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -423498.468750 Penalty: 2673.810059
	Iteration 53Q: 3 clusters Score -423498.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -423498.468750 Penalty: 2673.810059
	Iteration 54F: 3 clusters Score -423498.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (150497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150497 members 
Entering Unmasked Estep 
Score: -17065236.000000 Penalty: 1937.276001
	Iteration 0F: 2 clusters Score -1.706524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75392 members 
Mstep: Class 2 contains 75105 members 
Entering Unmasked Estep 
Score: -16966450.000000 Penalty: 3874.552002
	Iteration 0F: 3 clusters Score -1.696645e+07 nChanged 72232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76626 members 
Mstep: Class 2 contains 73871 members 
Entering Unmasked Estep 
Score: -17008760.000000 Penalty: 3874.552002
	Iteration 1F: 3 clusters Score -1.700876e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -17009378.000000 Penalty: 3874.552002
	Iteration 2Q: 3 clusters Score -1.700938e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79062 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -17010064.000000 Penalty: 3874.552002
	Iteration 3Q: 3 clusters Score -1.701006e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81374 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -17011090.000000 Penalty: 3874.552002
	Iteration 4Q: 3 clusters Score -1.701109e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84888 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -17012796.000000 Penalty: 3874.552002
	Iteration 5Q: 3 clusters Score -1.70128e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90066 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -17015466.000000 Penalty: 3874.552002
	Iteration 6Q: 3 clusters Score -1.701547e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97395 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -17020726.000000 Penalty: 3874.552002
	Iteration 7F: 3 clusters Score -1.702073e+07 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106571 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -17028434.000000 Penalty: 3874.552002
	Iteration 8F: 3 clusters Score -1.702843e+07 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116232 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -17037272.000000 Penalty: 3874.552002
	Iteration 9F: 3 clusters Score -1.703727e+07 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124152 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -17044278.000000 Penalty: 3874.552002
	Iteration 10F: 3 clusters Score -1.704428e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129856 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -17049032.000000 Penalty: 3874.552002
	Iteration 11Q: 3 clusters Score -1.704903e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134004 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -17052166.000000 Penalty: 3874.552002
	Iteration 12Q: 3 clusters Score -1.705217e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137344 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -17054370.000000 Penalty: 3874.552002
	Iteration 13Q: 3 clusters Score -1.705437e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140112 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -17056280.000000 Penalty: 3874.552002
	Iteration 14Q: 3 clusters Score -1.705628e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142484 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -17057884.000000 Penalty: 3874.552002
	Iteration 15Q: 3 clusters Score -1.705788e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144506 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -17059436.000000 Penalty: 3874.552002
	Iteration 16Q: 3 clusters Score -1.705944e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146137 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -17060460.000000 Penalty: 3874.552002
	Iteration 17Q: 3 clusters Score -1.706046e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147390 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -17061312.000000 Penalty: 3874.552002
	Iteration 18Q: 3 clusters Score -1.706131e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148353 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -17061902.000000 Penalty: 3874.552002
	Iteration 19Q: 3 clusters Score -1.70619e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149077 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -17062582.000000 Penalty: 3874.552002
	Iteration 20F: 3 clusters Score -1.706258e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149562 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -17062958.000000 Penalty: 3874.552002
	Iteration 21Q: 3 clusters Score -1.706296e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149839 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -17063164.000000 Penalty: 3874.552002
	Iteration 22Q: 3 clusters Score -1.706316e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149994 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -17063292.000000 Penalty: 3874.552002
	Iteration 23Q: 3 clusters Score -1.706329e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150087 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -17063412.000000 Penalty: 3874.552002
	Iteration 24Q: 3 clusters Score -1.706341e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150134 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -17063440.000000 Penalty: 3874.552002
	Iteration 25Q: 3 clusters Score -1.706344e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150154 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -17063458.000000 Penalty: 3874.552002
	Iteration 26Q: 3 clusters Score -1.706346e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150167 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -17063478.000000 Penalty: 3874.552002
	Iteration 27Q: 3 clusters Score -1.706348e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150174 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -17063474.000000 Penalty: 3874.552002
	Iteration 28Q: 3 clusters Score -1.706347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150180 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -17063476.000000 Penalty: 3874.552002
	Iteration 29Q: 3 clusters Score -1.706348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150183 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -17063474.000000 Penalty: 3874.552002
	Iteration 30Q: 3 clusters Score -1.706347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150183 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -17063474.000000 Penalty: 3874.552002
	Iteration 31F: 3 clusters Score -1.706347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -364886.968750 Penalty: 1308.911499
	Iteration 0F: 2 clusters Score -364887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -362016.781250 Penalty: 2617.822998
	Iteration 0F: 3 clusters Score -362016.8 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -362713.093750 Penalty: 2617.822998
	Iteration 1F: 3 clusters Score -362713.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -362836.375000 Penalty: 2617.822998
	Iteration 2F: 3 clusters Score -362836.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -362906.937500 Penalty: 2617.822998
	Iteration 3Q: 3 clusters Score -362906.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -362954.250000 Penalty: 2617.822998
	Iteration 4Q: 3 clusters Score -362954.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -362988.250000 Penalty: 2617.822998
	Iteration 5Q: 3 clusters Score -362988.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -363015.343750 Penalty: 2617.822998
	Iteration 6Q: 3 clusters Score -363015.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -363039.156250 Penalty: 2617.822998
	Iteration 7Q: 3 clusters Score -363039.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -363060.343750 Penalty: 2617.822998
	Iteration 8Q: 3 clusters Score -363060.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -363081.781250 Penalty: 2617.822998
	Iteration 9Q: 3 clusters Score -363081.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -363097.937500 Penalty: 2617.822998
	Iteration 10Q: 3 clusters Score -363097.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -363120.281250 Penalty: 2617.822998
	Iteration 11Q: 3 clusters Score -363120.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -363142.843750 Penalty: 2617.822998
	Iteration 12Q: 3 clusters Score -363142.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -363162.281250 Penalty: 2617.822998
	Iteration 13Q: 3 clusters Score -363162.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -363184.656250 Penalty: 2617.822998
	Iteration 14Q: 3 clusters Score -363184.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -363214.562500 Penalty: 2617.822998
	Iteration 15Q: 3 clusters Score -363214.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -363241.031250 Penalty: 2617.822998
	Iteration 16Q: 3 clusters Score -363241 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -363263.750000 Penalty: 2617.822998
	Iteration 17Q: 3 clusters Score -363263.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -363286.093750 Penalty: 2617.822998
	Iteration 18Q: 3 clusters Score -363286.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -363308.000000 Penalty: 2617.822998
	Iteration 19Q: 3 clusters Score -363308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -363341.531250 Penalty: 2617.822998
	Iteration 20F: 3 clusters Score -363341.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -363378.343750 Penalty: 2617.822998
	Iteration 21Q: 3 clusters Score -363378.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -363417.156250 Penalty: 2617.822998
	Iteration 22Q: 3 clusters Score -363417.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -363454.218750 Penalty: 2617.822998
	Iteration 23Q: 3 clusters Score -363454.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -363483.437500 Penalty: 2617.822998
	Iteration 24Q: 3 clusters Score -363483.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -363513.250000 Penalty: 2617.822998
	Iteration 25Q: 3 clusters Score -363513.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -363549.437500 Penalty: 2617.822998
	Iteration 26Q: 3 clusters Score -363549.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -363584.906250 Penalty: 2617.822998
	Iteration 27Q: 3 clusters Score -363584.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -363611.968750 Penalty: 2617.822998
	Iteration 28Q: 3 clusters Score -363612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -363632.343750 Penalty: 2617.822998
	Iteration 29Q: 3 clusters Score -363632.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -363649.562500 Penalty: 2617.822998
	Iteration 30Q: 3 clusters Score -363649.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -363662.531250 Penalty: 2617.822998
	Iteration 31Q: 3 clusters Score -363662.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -363677.906250 Penalty: 2617.822998
	Iteration 32Q: 3 clusters Score -363677.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -363695.156250 Penalty: 2617.822998
	Iteration 33Q: 3 clusters Score -363695.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -363711.281250 Penalty: 2617.822998
	Iteration 34Q: 3 clusters Score -363711.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -363725.812500 Penalty: 2617.822998
	Iteration 35Q: 3 clusters Score -363725.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -363733.000000 Penalty: 2617.822998
	Iteration 36Q: 3 clusters Score -363733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -363740.875000 Penalty: 2617.822998
	Iteration 37Q: 3 clusters Score -363740.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -363746.281250 Penalty: 2617.822998
	Iteration 38Q: 3 clusters Score -363746.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -363753.875000 Penalty: 2617.822998
	Iteration 39Q: 3 clusters Score -363753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -363758.531250 Penalty: 2617.822998
	Iteration 40F: 3 clusters Score -363758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -363759.625000 Penalty: 2617.822998
	Iteration 41Q: 3 clusters Score -363759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -363759.625000 Penalty: 2617.822998
	Iteration 42F: 3 clusters Score -363759.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (122168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122168 members 
Entering Unmasked Estep 
Score: -14219963.000000 Penalty: 1903.387329
	Iteration 0F: 2 clusters Score -1.421996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -14144411.000000 Penalty: 3806.774658
	Iteration 0F: 3 clusters Score -1.414441e+07 nChanged 58435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -14177955.000000 Penalty: 3806.774658
	Iteration 1F: 3 clusters Score -1.417796e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -14178611.000000 Penalty: 3806.774658
	Iteration 2Q: 3 clusters Score -1.417861e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -14179215.000000 Penalty: 3806.774658
	Iteration 3Q: 3 clusters Score -1.417922e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -14180247.000000 Penalty: 3806.774658
	Iteration 4Q: 3 clusters Score -1.418025e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72007 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -14182071.000000 Penalty: 3806.774658
	Iteration 5Q: 3 clusters Score -1.418207e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -14185220.000000 Penalty: 3806.774658
	Iteration 6F: 3 clusters Score -1.418522e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86538 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -14190750.000000 Penalty: 3806.774658
	Iteration 7F: 3 clusters Score -1.419075e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97230 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -14198167.000000 Penalty: 3806.774658
	Iteration 8F: 3 clusters Score -1.419817e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107814 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -14206669.000000 Penalty: 3806.774658
	Iteration 9F: 3 clusters Score -1.420667e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -14212892.000000 Penalty: 3806.774658
	Iteration 10F: 3 clusters Score -1.421289e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119609 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -14216167.000000 Penalty: 3806.774658
	Iteration 11Q: 3 clusters Score -1.421617e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121224 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -14217512.000000 Penalty: 3806.774658
	Iteration 12Q: 3 clusters Score -1.421751e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121733 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -14217908.000000 Penalty: 3806.774658
	Iteration 13Q: 3 clusters Score -1.421791e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121889 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -14218089.000000 Penalty: 3806.774658
	Iteration 14Q: 3 clusters Score -1.421809e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121945 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14218143.000000 Penalty: 3806.774658
	Iteration 15Q: 3 clusters Score -1.421814e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121969 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14218187.000000 Penalty: 3806.774658
	Iteration 16Q: 3 clusters Score -1.421819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121980 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14218212.000000 Penalty: 3806.774658
	Iteration 17Q: 3 clusters Score -1.421821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121985 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14218232.000000 Penalty: 3806.774658
	Iteration 18Q: 3 clusters Score -1.421823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121985 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14218243.000000 Penalty: 3806.774658
	Iteration 19Q: 3 clusters Score -1.421824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121989 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14218244.000000 Penalty: 3806.774658
	Iteration 20F: 3 clusters Score -1.421824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121990 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14218241.000000 Penalty: 3806.774658
	Iteration 21Q: 3 clusters Score -1.421824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121992 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14218244.000000 Penalty: 3806.774658
	Iteration 22Q: 3 clusters Score -1.421824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121994 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14218244.000000 Penalty: 3806.774658
	Iteration 23Q: 3 clusters Score -1.421824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121994 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14218241.000000 Penalty: 3806.774658
	Iteration 24Q: 3 clusters Score -1.421824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121994 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14218249.000000 Penalty: 3806.774658
	Iteration 25Q: 3 clusters Score -1.421825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121994 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14218249.000000 Penalty: 3806.774658
	Iteration 26F: 3 clusters Score -1.421825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Entering Unmasked Estep 
Score: -952487.000000 Penalty: 1464.253540
	Iteration 0F: 2 clusters Score -952487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -946505.187500 Penalty: 2928.507080
	Iteration 0F: 3 clusters Score -946505.2 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -948293.625000 Penalty: 2928.507080
	Iteration 1F: 3 clusters Score -948293.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -948501.500000 Penalty: 2928.507080
	Iteration 2F: 3 clusters Score -948501.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -948694.125000 Penalty: 2928.507080
	Iteration 3F: 3 clusters Score -948694.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -948891.625000 Penalty: 2928.507080
	Iteration 4Q: 3 clusters Score -948891.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -949103.625000 Penalty: 2928.507080
	Iteration 5Q: 3 clusters Score -949103.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -949356.000000 Penalty: 2928.507080
	Iteration 6Q: 3 clusters Score -949356 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -949622.062500 Penalty: 2928.507080
	Iteration 7Q: 3 clusters Score -949622.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -949879.000000 Penalty: 2928.507080
	Iteration 8Q: 3 clusters Score -949879 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -950122.250000 Penalty: 2928.507080
	Iteration 9Q: 3 clusters Score -950122.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -950356.437500 Penalty: 2928.507080
	Iteration 10Q: 3 clusters Score -950356.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -950590.937500 Penalty: 2928.507080
	Iteration 11Q: 3 clusters Score -950590.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -950774.312500 Penalty: 2928.507080
	Iteration 12Q: 3 clusters Score -950774.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -950883.125000 Penalty: 2928.507080
	Iteration 13Q: 3 clusters Score -950883.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -950951.562500 Penalty: 2928.507080
	Iteration 14Q: 3 clusters Score -950951.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -951003.375000 Penalty: 2928.507080
	Iteration 15Q: 3 clusters Score -951003.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -951048.562500 Penalty: 2928.507080
	Iteration 16Q: 3 clusters Score -951048.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -951082.625000 Penalty: 2928.507080
	Iteration 17Q: 3 clusters Score -951082.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -951111.062500 Penalty: 2928.507080
	Iteration 18Q: 3 clusters Score -951111.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -951133.875000 Penalty: 2928.507080
	Iteration 19Q: 3 clusters Score -951133.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -951150.187500 Penalty: 2928.507080
	Iteration 20F: 3 clusters Score -951150.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -951165.500000 Penalty: 2928.507080
	Iteration 21Q: 3 clusters Score -951165.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -951177.625000 Penalty: 2928.507080
	Iteration 22Q: 3 clusters Score -951177.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -951194.875000 Penalty: 2928.507080
	Iteration 23Q: 3 clusters Score -951194.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -951212.875000 Penalty: 2928.507080
	Iteration 24Q: 3 clusters Score -951212.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -951224.125000 Penalty: 2928.507080
	Iteration 25Q: 3 clusters Score -951224.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -951228.125000 Penalty: 2928.507080
	Iteration 26Q: 3 clusters Score -951228.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -951231.000000 Penalty: 2928.507080
	Iteration 27Q: 3 clusters Score -951231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -951232.250000 Penalty: 2928.507080
	Iteration 28Q: 3 clusters Score -951232.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -951239.250000 Penalty: 2928.507080
	Iteration 29Q: 3 clusters Score -951239.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -951247.000000 Penalty: 2928.507080
	Iteration 30Q: 3 clusters Score -951247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -951252.062500 Penalty: 2928.507080
	Iteration 31Q: 3 clusters Score -951252.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -951259.062500 Penalty: 2928.507080
	Iteration 32Q: 3 clusters Score -951259.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -951270.750000 Penalty: 2928.507080
	Iteration 33Q: 3 clusters Score -951270.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -951278.250000 Penalty: 2928.507080
	Iteration 34Q: 3 clusters Score -951278.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -951286.125000 Penalty: 2928.507080
	Iteration 35Q: 3 clusters Score -951286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -951291.312500 Penalty: 2928.507080
	Iteration 36Q: 3 clusters Score -951291.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -951295.750000 Penalty: 2928.507080
	Iteration 37Q: 3 clusters Score -951295.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -951302.625000 Penalty: 2928.507080
	Iteration 38Q: 3 clusters Score -951302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -951306.687500 Penalty: 2928.507080
	Iteration 39Q: 3 clusters Score -951306.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -951309.250000 Penalty: 2928.507080
	Iteration 40F: 3 clusters Score -951309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -951310.875000 Penalty: 2928.507080
	Iteration 41Q: 3 clusters Score -951310.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -951310.750000 Penalty: 2928.507080
	Iteration 42Q: 3 clusters Score -951310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -951311.750000 Penalty: 2928.507080
	Iteration 43Q: 3 clusters Score -951311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -951312.312500 Penalty: 2928.507080
	Iteration 44Q: 3 clusters Score -951312.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -951312.312500 Penalty: 2928.507080
	Iteration 45F: 3 clusters Score -951312.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Entering Unmasked Estep 
Score: -10807467.000000 Penalty: 1859.145020
	Iteration 0F: 2 clusters Score -1.080747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -10747178.000000 Penalty: 3718.290039
	Iteration 0F: 3 clusters Score -1.074718e+07 nChanged 44343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -10772687.000000 Penalty: 3718.290039
	Iteration 1F: 3 clusters Score -1.077269e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -10773217.000000 Penalty: 3718.290039
	Iteration 2Q: 3 clusters Score -1.077322e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -10773752.000000 Penalty: 3718.290039
	Iteration 3Q: 3 clusters Score -1.077375e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -10774459.000000 Penalty: 3718.290039
	Iteration 4Q: 3 clusters Score -1.077446e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -10775406.000000 Penalty: 3718.290039
	Iteration 5Q: 3 clusters Score -1.077541e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -10777009.000000 Penalty: 3718.290039
	Iteration 6Q: 3 clusters Score -1.077701e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 58510 members 
Entering Unmasked Estep 
Score: -10779628.000000 Penalty: 3718.290039
	Iteration 7Q: 3 clusters Score -1.077963e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -10784064.000000 Penalty: 3718.290039
	Iteration 8F: 3 clusters Score -1.078406e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -10789724.000000 Penalty: 3718.290039
	Iteration 9F: 3 clusters Score -1.078972e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -10794866.000000 Penalty: 3718.290039
	Iteration 10F: 3 clusters Score -1.079487e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -10798478.000000 Penalty: 3718.290039
	Iteration 11Q: 3 clusters Score -1.079848e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -10800652.000000 Penalty: 3718.290039
	Iteration 12Q: 3 clusters Score -1.080065e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -10801898.000000 Penalty: 3718.290039
	Iteration 13Q: 3 clusters Score -1.08019e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 82803 members 
Entering Unmasked Estep 
Score: -10802709.000000 Penalty: 3718.290039
	Iteration 14Q: 3 clusters Score -1.080271e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 83880 members 
Entering Unmasked Estep 
Score: -10803275.000000 Penalty: 3718.290039
	Iteration 15Q: 3 clusters Score -1.080328e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 84765 members 
Entering Unmasked Estep 
Score: -10803632.000000 Penalty: 3718.290039
	Iteration 16Q: 3 clusters Score -1.080363e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 85542 members 
Entering Unmasked Estep 
Score: -10803977.000000 Penalty: 3718.290039
	Iteration 17Q: 3 clusters Score -1.080398e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 86168 members 
Entering Unmasked Estep 
Score: -10804204.000000 Penalty: 3718.290039
	Iteration 18Q: 3 clusters Score -1.08042e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -10804353.000000 Penalty: 3718.290039
	Iteration 19Q: 3 clusters Score -1.080435e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 87251 members 
Entering Unmasked Estep 
Score: -10804553.000000 Penalty: 3718.290039
	Iteration 20F: 3 clusters Score -1.080455e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 87742 members 
Entering Unmasked Estep 
Score: -10804716.000000 Penalty: 3718.290039
	Iteration 21Q: 3 clusters Score -1.080472e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -10804835.000000 Penalty: 3718.290039
	Iteration 22Q: 3 clusters Score -1.080484e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -10804994.000000 Penalty: 3718.290039
	Iteration 23Q: 3 clusters Score -1.080499e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 88994 members 
Entering Unmasked Estep 
Score: -10805105.000000 Penalty: 3718.290039
	Iteration 24Q: 3 clusters Score -1.08051e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -10805183.000000 Penalty: 3718.290039
	Iteration 25Q: 3 clusters Score -1.080518e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 89590 members 
Entering Unmasked Estep 
Score: -10805277.000000 Penalty: 3718.290039
	Iteration 26Q: 3 clusters Score -1.080528e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 89824 members 
Entering Unmasked Estep 
Score: -10805355.000000 Penalty: 3718.290039
	Iteration 27Q: 3 clusters Score -1.080536e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 90032 members 
Entering Unmasked Estep 
Score: -10805423.000000 Penalty: 3718.290039
	Iteration 28Q: 3 clusters Score -1.080542e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 90226 members 
Entering Unmasked Estep 
Score: -10805473.000000 Penalty: 3718.290039
	Iteration 29Q: 3 clusters Score -1.080547e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 90398 members 
Entering Unmasked Estep 
Score: -10805547.000000 Penalty: 3718.290039
	Iteration 30Q: 3 clusters Score -1.080555e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -10805590.000000 Penalty: 3718.290039
	Iteration 31Q: 3 clusters Score -1.080559e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -10805644.000000 Penalty: 3718.290039
	Iteration 32Q: 3 clusters Score -1.080564e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -10805674.000000 Penalty: 3718.290039
	Iteration 33Q: 3 clusters Score -1.080567e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 90915 members 
Entering Unmasked Estep 
Score: -10805730.000000 Penalty: 3718.290039
	Iteration 34Q: 3 clusters Score -1.080573e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 91029 members 
Entering Unmasked Estep 
Score: -10805746.000000 Penalty: 3718.290039
	Iteration 35Q: 3 clusters Score -1.080575e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -10805764.000000 Penalty: 3718.290039
	Iteration 36Q: 3 clusters Score -1.080576e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 91240 members 
Entering Unmasked Estep 
Score: -10805764.000000 Penalty: 3718.290039
	Iteration 37Q: 3 clusters Score -1.080576e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 91311 members 
Entering Unmasked Estep 
Score: -10805773.000000 Penalty: 3718.290039
	Iteration 38Q: 3 clusters Score -1.080577e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -10805784.000000 Penalty: 3718.290039
	Iteration 39Q: 3 clusters Score -1.080578e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -10805791.000000 Penalty: 3718.290039
	Iteration 40F: 3 clusters Score -1.080579e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -10805803.000000 Penalty: 3718.290039
	Iteration 41Q: 3 clusters Score -1.08058e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 91531 members 
Entering Unmasked Estep 
Score: -10805816.000000 Penalty: 3718.290039
	Iteration 42Q: 3 clusters Score -1.080582e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 91574 members 
Entering Unmasked Estep 
Score: -10805835.000000 Penalty: 3718.290039
	Iteration 43Q: 3 clusters Score -1.080584e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -10805821.000000 Penalty: 3718.290039
	Iteration 44Q: 3 clusters Score -1.080582e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 91654 members 
Entering Unmasked Estep 
Score: -10805807.000000 Penalty: 3718.290039
	Iteration 45Q: 3 clusters Score -1.080581e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -10805826.000000 Penalty: 3718.290039
	Iteration 46Q: 3 clusters Score -1.080583e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 91714 members 
Entering Unmasked Estep 
Score: -10805827.000000 Penalty: 3718.290039
	Iteration 47Q: 3 clusters Score -1.080583e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 91739 members 
Entering Unmasked Estep 
Score: -10805827.000000 Penalty: 3718.290039
	Iteration 48Q: 3 clusters Score -1.080583e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 91760 members 
Entering Unmasked Estep 
Score: -10805830.000000 Penalty: 3718.290039
	Iteration 49Q: 3 clusters Score -1.080583e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 91776 members 
Entering Unmasked Estep 
Score: -10805835.000000 Penalty: 3718.290039
	Iteration 50Q: 3 clusters Score -1.080584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 91796 members 
Entering Unmasked Estep 
Score: -10805845.000000 Penalty: 3718.290039
	Iteration 51Q: 3 clusters Score -1.080584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -10805862.000000 Penalty: 3718.290039
	Iteration 52Q: 3 clusters Score -1.080586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 91837 members 
Entering Unmasked Estep 
Score: -10805870.000000 Penalty: 3718.290039
	Iteration 53Q: 3 clusters Score -1.080587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 91853 members 
Entering Unmasked Estep 
Score: -10805893.000000 Penalty: 3718.290039
	Iteration 54Q: 3 clusters Score -1.080589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 91865 members 
Entering Unmasked Estep 
Score: -10805898.000000 Penalty: 3718.290039
	Iteration 55Q: 3 clusters Score -1.08059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 91875 members 
Entering Unmasked Estep 
Score: -10805899.000000 Penalty: 3718.290039
	Iteration 56Q: 3 clusters Score -1.08059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 91886 members 
Entering Unmasked Estep 
Score: -10805904.000000 Penalty: 3718.290039
	Iteration 57Q: 3 clusters Score -1.08059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 91896 members 
Entering Unmasked Estep 
Score: -10805901.000000 Penalty: 3718.290039
	Iteration 58Q: 3 clusters Score -1.08059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 91905 members 
Entering Unmasked Estep 
Score: -10805912.000000 Penalty: 3718.290039
	Iteration 59Q: 3 clusters Score -1.080591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 91914 members 
Entering Unmasked Estep 
Score: -10805912.000000 Penalty: 3718.290039
	Iteration 60F: 3 clusters Score -1.080591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 91922 members 
Entering Unmasked Estep 
Score: -10805904.000000 Penalty: 3718.290039
	Iteration 61Q: 3 clusters Score -1.08059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 91927 members 
Entering Unmasked Estep 
Score: -10805903.000000 Penalty: 3718.290039
	Iteration 62Q: 3 clusters Score -1.08059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 91926 members 
Entering Unmasked Estep 
Score: -10805900.000000 Penalty: 3718.290039
	Iteration 63Q: 3 clusters Score -1.08059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 91924 members 
Entering Unmasked Estep 
Score: -10805909.000000 Penalty: 3718.290039
	Iteration 64Q: 3 clusters Score -1.080591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 91925 members 
Entering Unmasked Estep 
Score: -10805908.000000 Penalty: 3718.290039
	Iteration 65Q: 3 clusters Score -1.080591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 91929 members 
Entering Unmasked Estep 
Score: -10805903.000000 Penalty: 3718.290039
	Iteration 66Q: 3 clusters Score -1.08059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 91929 members 
Entering Unmasked Estep 
Score: -10805903.000000 Penalty: 3718.290039
	Iteration 67F: 3 clusters Score -1.08059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Entering Unmasked Estep 
Score: -1147625.375000 Penalty: 1495.358765
	Iteration 0F: 2 clusters Score -1147625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1140484.125000 Penalty: 2990.717529
	Iteration 0F: 3 clusters Score -1140484 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1142772.750000 Penalty: 2990.717529
	Iteration 1F: 3 clusters Score -1142773 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1142995.375000 Penalty: 2990.717529
	Iteration 2F: 3 clusters Score -1142995 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1143155.875000 Penalty: 2990.717529
	Iteration 3Q: 3 clusters Score -1143156 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1143287.875000 Penalty: 2990.717529
	Iteration 4Q: 3 clusters Score -1143288 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1143401.250000 Penalty: 2990.717529
	Iteration 5Q: 3 clusters Score -1143401 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1143494.750000 Penalty: 2990.717529
	Iteration 6Q: 3 clusters Score -1143495 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1143586.500000 Penalty: 2990.717529
	Iteration 7Q: 3 clusters Score -1143586 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1143668.875000 Penalty: 2990.717529
	Iteration 8Q: 3 clusters Score -1143669 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1143765.500000 Penalty: 2990.717529
	Iteration 9Q: 3 clusters Score -1143766 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1143868.125000 Penalty: 2990.717529
	Iteration 10Q: 3 clusters Score -1143868 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1143967.875000 Penalty: 2990.717529
	Iteration 11Q: 3 clusters Score -1143968 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1144060.250000 Penalty: 2990.717529
	Iteration 12Q: 3 clusters Score -1144060 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1144164.375000 Penalty: 2990.717529
	Iteration 13Q: 3 clusters Score -1144164 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1144274.750000 Penalty: 2990.717529
	Iteration 14Q: 3 clusters Score -1144275 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1144418.750000 Penalty: 2990.717529
	Iteration 15Q: 3 clusters Score -1144419 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1144560.750000 Penalty: 2990.717529
	Iteration 16Q: 3 clusters Score -1144561 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1144759.000000 Penalty: 2990.717529
	Iteration 17Q: 3 clusters Score -1144759 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1145008.125000 Penalty: 2990.717529
	Iteration 18Q: 3 clusters Score -1145008 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1145237.250000 Penalty: 2990.717529
	Iteration 19Q: 3 clusters Score -1145237 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1145418.250000 Penalty: 2990.717529
	Iteration 20F: 3 clusters Score -1145418 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1145520.375000 Penalty: 2990.717529
	Iteration 21Q: 3 clusters Score -1145520 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1145581.250000 Penalty: 2990.717529
	Iteration 22Q: 3 clusters Score -1145581 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1145612.250000 Penalty: 2990.717529
	Iteration 23Q: 3 clusters Score -1145612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1145630.125000 Penalty: 2990.717529
	Iteration 24Q: 3 clusters Score -1145630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1145649.625000 Penalty: 2990.717529
	Iteration 25Q: 3 clusters Score -1145650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1145660.125000 Penalty: 2990.717529
	Iteration 26Q: 3 clusters Score -1145660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1145665.375000 Penalty: 2990.717529
	Iteration 27Q: 3 clusters Score -1145665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1145671.375000 Penalty: 2990.717529
	Iteration 28Q: 3 clusters Score -1145671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1145676.750000 Penalty: 2990.717529
	Iteration 29Q: 3 clusters Score -1145677 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1145682.250000 Penalty: 2990.717529
	Iteration 30Q: 3 clusters Score -1145682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1145686.875000 Penalty: 2990.717529
	Iteration 31Q: 3 clusters Score -1145687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1145692.250000 Penalty: 2990.717529
	Iteration 32Q: 3 clusters Score -1145692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1145692.625000 Penalty: 2990.717529
	Iteration 33Q: 3 clusters Score -1145693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1145692.625000 Penalty: 2990.717529
	Iteration 34Q: 3 clusters Score -1145693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1145698.000000 Penalty: 2990.717529
	Iteration 35Q: 3 clusters Score -1145698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1145703.375000 Penalty: 2990.717529
	Iteration 36Q: 3 clusters Score -1145703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1145703.500000 Penalty: 2990.717529
	Iteration 37Q: 3 clusters Score -1145704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1145703.500000 Penalty: 2990.717529
	Iteration 38Q: 3 clusters Score -1145704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1145706.125000 Penalty: 2990.717529
	Iteration 39Q: 3 clusters Score -1145706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1145711.625000 Penalty: 2990.717529
	Iteration 40F: 3 clusters Score -1145712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1145714.125000 Penalty: 2990.717529
	Iteration 41Q: 3 clusters Score -1145714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1145720.750000 Penalty: 2990.717529
	Iteration 42Q: 3 clusters Score -1145721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1145723.000000 Penalty: 2990.717529
	Iteration 43Q: 3 clusters Score -1145723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1145724.125000 Penalty: 2990.717529
	Iteration 44Q: 3 clusters Score -1145724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1145726.125000 Penalty: 2990.717529
	Iteration 45Q: 3 clusters Score -1145726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1145727.000000 Penalty: 2990.717529
	Iteration 46Q: 3 clusters Score -1145727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1145731.125000 Penalty: 2990.717529
	Iteration 47Q: 3 clusters Score -1145731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1145732.750000 Penalty: 2990.717529
	Iteration 48Q: 3 clusters Score -1145733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1145735.625000 Penalty: 2990.717529
	Iteration 49Q: 3 clusters Score -1145736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1145737.000000 Penalty: 2990.717529
	Iteration 50Q: 3 clusters Score -1145737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1145736.125000 Penalty: 2990.717529
	Iteration 51Q: 3 clusters Score -1145736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1145734.250000 Penalty: 2990.717529
	Iteration 52Q: 3 clusters Score -1145734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1145737.625000 Penalty: 2990.717529
	Iteration 53Q: 3 clusters Score -1145738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1145740.875000 Penalty: 2990.717529
	Iteration 54Q: 3 clusters Score -1145741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1145742.625000 Penalty: 2990.717529
	Iteration 55Q: 3 clusters Score -1145743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1145744.125000 Penalty: 2990.717529
	Iteration 56Q: 3 clusters Score -1145744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1145743.500000 Penalty: 2990.717529
	Iteration 57Q: 3 clusters Score -1145744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1145742.625000 Penalty: 2990.717529
	Iteration 58Q: 3 clusters Score -1145743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1145746.125000 Penalty: 2990.717529
	Iteration 59Q: 3 clusters Score -1145746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1145747.125000 Penalty: 2990.717529
	Iteration 60F: 3 clusters Score -1145747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1145747.750000 Penalty: 2990.717529
	Iteration 61Q: 3 clusters Score -1145748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1145747.875000 Penalty: 2990.717529
	Iteration 62Q: 3 clusters Score -1145748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1145746.875000 Penalty: 2990.717529
	Iteration 63Q: 3 clusters Score -1145747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1145746.875000 Penalty: 2990.717529
	Iteration 64F: 3 clusters Score -1145747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4185 members 
Mstep: Class 3 contains 9707 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 9841 members 
Mstep: Class 6 contains 46642 members 
Mstep: Class 7 contains 142419 members 
Mstep: Class 8 contains 38396 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 15657 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 95036 members 
Mstep: Class 13 contains 121311 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 16756 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 150497 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 122168 members 
Mstep: Class 20 contains 8191 members 
Mstep: Class 21 contains 93050 members 
Mstep: Class 22 contains 9919 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 23 clusters Score -1.021021e+08 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 9703 members 
Mstep: Class 4 contains 13060 members 
Mstep: Class 5 contains 9837 members 
Mstep: Class 6 contains 46643 members 
Mstep: Class 7 contains 142591 members 
Mstep: Class 8 contains 38389 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 15663 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 94991 members 
Mstep: Class 13 contains 120658 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 16715 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 150408 members 
Mstep: Class 18 contains 3148 members 
Mstep: Class 19 contains 122487 members 
Mstep: Class 20 contains 8290 members 
Mstep: Class 21 contains 93272 members 
Mstep: Class 22 contains 9942 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 23 clusters Score -1.021019e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 9698 members 
Mstep: Class 4 contains 13061 members 
Mstep: Class 5 contains 9833 members 
Mstep: Class 6 contains 46660 members 
Mstep: Class 7 contains 142750 members 
Mstep: Class 8 contains 38380 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 15653 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 94982 members 
Mstep: Class 13 contains 119975 members 
Mstep: Class 14 contains 475 members 
Mstep: Class 15 contains 16679 members 
Mstep: Class 16 contains 3741 members 
Mstep: Class 17 contains 150299 members 
Mstep: Class 18 contains 3145 members 
Mstep: Class 19 contains 122839 members 
Mstep: Class 20 contains 8371 members 
Mstep: Class 21 contains 93499 members 
Mstep: Class 22 contains 9963 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 23 clusters Score -1.02102e+08 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4185 members 
Mstep: Class 3 contains 9690 members 
Mstep: Class 4 contains 13059 members 
Mstep: Class 5 contains 9831 members 
Mstep: Class 6 contains 46681 members 
Mstep: Class 7 contains 142934 members 
Mstep: Class 8 contains 38373 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 15650 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 94970 members 
Mstep: Class 13 contains 119276 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 16630 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 150190 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 123215 members 
Mstep: Class 20 contains 8479 members 
Mstep: Class 21 contains 93678 members 
Mstep: Class 22 contains 9982 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 23 clusters Score -1.021019e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 9679 members 
Mstep: Class 4 contains 13057 members 
Mstep: Class 5 contains 9832 members 
Mstep: Class 6 contains 46705 members 
Mstep: Class 7 contains 143132 members 
Mstep: Class 8 contains 38357 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 15653 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 94957 members 
Mstep: Class 13 contains 118622 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 16572 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 150078 members 
Mstep: Class 18 contains 3141 members 
Mstep: Class 19 contains 123528 members 
Mstep: Class 20 contains 8564 members 
Mstep: Class 21 contains 93888 members 
Mstep: Class 22 contains 10004 members 
Entering Unmasked Estep 
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Iteration 123Q: 23 clusters Score -1.021016e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 3 contains 9679 members 
Mstep: Class 4 contains 13059 members 
Mstep: Class 5 contains 9835 members 
Mstep: Class 6 contains 46722 members 
Mstep: Class 7 contains 143358 members 
Mstep: Class 8 contains 38350 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15650 members 
Mstep: Class 11 contains 3177 members 
Mstep: Class 12 contains 94898 members 
Mstep: Class 13 contains 117979 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 16514 members 
Mstep: Class 16 contains 3735 members 
Mstep: Class 17 contains 149969 members 
Mstep: Class 18 contains 3138 members 
Mstep: Class 19 contains 123816 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 94125 members 
Mstep: Class 22 contains 10024 members 
Entering Unmasked Estep 
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Iteration 124Q: 23 clusters Score -1.021015e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4181 members 
Mstep: Class 3 contains 9671 members 
Mstep: Class 4 contains 13054 members 
Mstep: Class 5 contains 9839 members 
Mstep: Class 6 contains 46742 members 
Mstep: Class 7 contains 143610 members 
Mstep: Class 8 contains 38360 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15645 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 94805 members 
Mstep: Class 13 contains 117324 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 16467 members 
Mstep: Class 16 contains 3734 members 
Mstep: Class 17 contains 149826 members 
Mstep: Class 18 contains 3133 members 
Mstep: Class 19 contains 124152 members 
Mstep: Class 20 contains 8754 members 
Mstep: Class 21 contains 94343 members 
Mstep: Class 22 contains 10043 members 
Entering Unmasked Estep 
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Iteration 125Q: 23 clusters Score -1.021016e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4180 members 
Mstep: Class 3 contains 9655 members 
Mstep: Class 4 contains 13048 members 
Mstep: Class 5 contains 9839 members 
Mstep: Class 6 contains 46760 members 
Mstep: Class 7 contains 143852 members 
Mstep: Class 8 contains 38368 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15643 members 
Mstep: Class 11 contains 3188 members 
Mstep: Class 12 contains 94733 members 
Mstep: Class 13 contains 116692 members 
Mstep: Class 14 contains 495 members 
Mstep: Class 15 contains 16425 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 17 contains 149685 members 
Mstep: Class 18 contains 3131 members 
Mstep: Class 19 contains 124456 members 
Mstep: Class 20 contains 8842 members 
Mstep: Class 21 contains 94573 members 
Mstep: Class 22 contains 10065 members 
Entering Unmasked Estep 
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Iteration 126Q: 23 clusters Score -1.021015e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 3 contains 9634 members 
Mstep: Class 4 contains 13041 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 46767 members 
Mstep: Class 7 contains 144084 members 
Mstep: Class 8 contains 38374 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 3198 members 
Mstep: Class 12 contains 94645 members 
Mstep: Class 13 contains 116083 members 
Mstep: Class 14 contains 495 members 
Mstep: Class 15 contains 16386 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 17 contains 149552 members 
Mstep: Class 18 contains 3127 members 
Mstep: Class 19 contains 124804 members 
Mstep: Class 20 contains 8923 members 
Mstep: Class 21 contains 94758 members 
Mstep: Class 22 contains 10097 members 
Entering Unmasked Estep 
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Iteration 127Q: 23 clusters Score -1.021017e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4170 members 
Mstep: Class 3 contains 9612 members 
Mstep: Class 4 contains 13040 members 
Mstep: Class 5 contains 9842 members 
Mstep: Class 6 contains 46784 members 
Mstep: Class 7 contains 144312 members 
Mstep: Class 8 contains 38374 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 15646 members 
Mstep: Class 11 contains 3207 members 
Mstep: Class 12 contains 94552 members 
Mstep: Class 13 contains 115493 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 16351 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 149406 members 
Mstep: Class 18 contains 3122 members 
Mstep: Class 19 contains 125180 members 
Mstep: Class 20 contains 8999 members 
Mstep: Class 21 contains 94918 members 
Mstep: Class 22 contains 10131 members 
Entering Unmasked Estep 
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Iteration 128Q: 23 clusters Score -1.021014e+08 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4166 members 
Mstep: Class 3 contains 9594 members 
Mstep: Class 4 contains 13039 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 46790 members 
Mstep: Class 7 contains 144526 members 
Mstep: Class 8 contains 38368 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15656 members 
Mstep: Class 11 contains 3211 members 
Mstep: Class 12 contains 94455 members 
Mstep: Class 13 contains 114894 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 16328 members 
Mstep: Class 16 contains 3726 members 
Mstep: Class 17 contains 149272 members 
Mstep: Class 18 contains 3117 members 
Mstep: Class 19 contains 125558 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 95084 members 
Mstep: Class 22 contains 10165 members 
Entering Unmasked Estep 
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Iteration 129Q: 23 clusters Score -1.021011e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 9583 members 
Mstep: Class 4 contains 13049 members 
Mstep: Class 5 contains 9853 members 
Mstep: Class 6 contains 46804 members 
Mstep: Class 7 contains 144776 members 
Mstep: Class 8 contains 38356 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15662 members 
Mstep: Class 11 contains 3211 members 
Mstep: Class 12 contains 94372 members 
Mstep: Class 13 contains 114281 members 
Mstep: Class 14 contains 496 members 
Mstep: Class 15 contains 16300 members 
Mstep: Class 16 contains 3725 members 
Mstep: Class 17 contains 149081 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 125931 members 
Mstep: Class 20 contains 9157 members 
Mstep: Class 21 contains 95239 members 
Mstep: Class 22 contains 10198 members 
Entering Unmasked Estep 
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Iteration 130Q: 23 clusters Score -1.021012e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 9570 members 
Mstep: Class 4 contains 13056 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 46823 members 
Mstep: Class 7 contains 145066 members 
Mstep: Class 8 contains 38348 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15656 members 
Mstep: Class 11 contains 3215 members 
Mstep: Class 12 contains 94300 members 
Mstep: Class 13 contains 113696 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 16279 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 148831 members 
Mstep: Class 18 contains 3123 members 
Mstep: Class 19 contains 126305 members 
Mstep: Class 20 contains 9231 members 
Mstep: Class 21 contains 95382 members 
Mstep: Class 22 contains 10229 members 
Entering Unmasked Estep 
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Iteration 131Q: 23 clusters Score -1.021008e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4174 members 
Mstep: Class 3 contains 9563 members 
Mstep: Class 4 contains 13060 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 46850 members 
Mstep: Class 7 contains 145330 members 
Mstep: Class 8 contains 38341 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 10 contains 15643 members 
Mstep: Class 11 contains 3223 members 
Mstep: Class 12 contains 94202 members 
Mstep: Class 13 contains 113106 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 16252 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 148615 members 
Mstep: Class 18 contains 3124 members 
Mstep: Class 19 contains 126710 members 
Mstep: Class 20 contains 9304 members 
Mstep: Class 21 contains 95510 members 
Mstep: Class 22 contains 10271 members 
Entering Unmasked Estep 
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Iteration 132Q: 23 clusters Score -1.021008e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4176 members 
Mstep: Class 3 contains 9550 members 
Mstep: Class 4 contains 13060 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 46870 members 
Mstep: Class 7 contains 145641 members 
Mstep: Class 8 contains 38331 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 15634 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 94134 members 
Mstep: Class 13 contains 112577 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 16225 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 148372 members 
Mstep: Class 18 contains 3121 members 
Mstep: Class 19 contains 127109 members 
Mstep: Class 20 contains 9382 members 
Mstep: Class 21 contains 95562 members 
Mstep: Class 22 contains 10309 members 
Entering Unmasked Estep 
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Iteration 133Q: 23 clusters Score -1.02101e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4175 members 
Mstep: Class 3 contains 9530 members 
Mstep: Class 4 contains 13070 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 145940 members 
Mstep: Class 8 contains 38323 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 15627 members 
Mstep: Class 11 contains 3227 members 
Mstep: Class 12 contains 94086 members 
Mstep: Class 13 contains 112046 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 16194 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 148118 members 
Mstep: Class 18 contains 3113 members 
Mstep: Class 19 contains 127535 members 
Mstep: Class 20 contains 9457 members 
Mstep: Class 21 contains 95597 members 
Mstep: Class 22 contains 10342 members 
Entering Unmasked Estep 
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Iteration 134Q: 23 clusters Score -1.021008e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 9510 members 
Mstep: Class 4 contains 13076 members 
Mstep: Class 5 contains 9861 members 
Mstep: Class 6 contains 46911 members 
Mstep: Class 7 contains 146249 members 
Mstep: Class 8 contains 38307 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 15629 members 
Mstep: Class 11 contains 3226 members 
Mstep: Class 12 contains 94055 members 
Mstep: Class 13 contains 111560 members 
Mstep: Class 14 contains 496 members 
Mstep: Class 15 contains 16159 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 147853 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 127911 members 
Mstep: Class 20 contains 9531 members 
Mstep: Class 21 contains 95632 members 
Mstep: Class 22 contains 10376 members 
Entering Unmasked Estep 
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Iteration 135Q: 23 clusters Score -1.021007e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 3 contains 9489 members 
Mstep: Class 4 contains 13076 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 46929 members 
Mstep: Class 7 contains 146546 members 
Mstep: Class 8 contains 38299 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15637 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 94033 members 
Mstep: Class 13 contains 111103 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 16125 members 
Mstep: Class 16 contains 3723 members 
Mstep: Class 17 contains 147591 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 128250 members 
Mstep: Class 20 contains 9595 members 
Mstep: Class 21 contains 95680 members 
Mstep: Class 22 contains 10407 members 
Entering Unmasked Estep 
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Iteration 136Q: 23 clusters Score -1.021002e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 9464 members 
Mstep: Class 4 contains 13085 members 
Mstep: Class 5 contains 9854 members 
Mstep: Class 6 contains 46938 members 
Mstep: Class 7 contains 146829 members 
Mstep: Class 8 contains 38295 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15631 members 
Mstep: Class 11 contains 3232 members 
Mstep: Class 12 contains 93981 members 
Mstep: Class 13 contains 110680 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 16089 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 147378 members 
Mstep: Class 18 contains 3117 members 
Mstep: Class 19 contains 128594 members 
Mstep: Class 20 contains 9649 members 
Mstep: Class 21 contains 95719 members 
Mstep: Class 22 contains 10426 members 
Entering Unmasked Estep 
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Iteration 137Q: 23 clusters Score -1.021004e+08 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4179 members 
Mstep: Class 3 contains 9442 members 
Mstep: Class 4 contains 13092 members 
Mstep: Class 5 contains 9845 members 
Mstep: Class 6 contains 46949 members 
Mstep: Class 7 contains 147114 members 
Mstep: Class 8 contains 38287 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15628 members 
Mstep: Class 11 contains 3238 members 
Mstep: Class 12 contains 93911 members 
Mstep: Class 13 contains 110253 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 16044 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 147193 members 
Mstep: Class 18 contains 3118 members 
Mstep: Class 19 contains 128937 members 
Mstep: Class 20 contains 9704 members 
Mstep: Class 21 contains 95759 members 
Mstep: Class 22 contains 10447 members 
Entering Unmasked Estep 
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Iteration 138Q: 23 clusters Score -1.021002e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4179 members 
Mstep: Class 3 contains 9411 members 
Mstep: Class 4 contains 13102 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 46970 members 
Mstep: Class 7 contains 147362 members 
Mstep: Class 8 contains 38286 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15630 members 
Mstep: Class 11 contains 3242 members 
Mstep: Class 12 contains 93839 members 
Mstep: Class 13 contains 109890 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 16010 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 147021 members 
Mstep: Class 18 contains 3115 members 
Mstep: Class 19 contains 129258 members 
Mstep: Class 20 contains 9759 members 
Mstep: Class 21 contains 95763 members 
Mstep: Class 22 contains 10463 members 
Entering Unmasked Estep 
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Iteration 139Q: 23 clusters Score -1.021004e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 9390 members 
Mstep: Class 4 contains 13118 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 46967 members 
Mstep: Class 7 contains 147576 members 
Mstep: Class 8 contains 38292 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 3244 members 
Mstep: Class 12 contains 93728 members 
Mstep: Class 13 contains 109535 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 15981 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 146892 members 
Mstep: Class 18 contains 3110 members 
Mstep: Class 19 contains 129593 members 
Mstep: Class 20 contains 9811 members 
Mstep: Class 21 contains 95764 members 
Mstep: Class 22 contains 10482 members 
Entering Unmasked Estep 
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Iteration 140F: 23 clusters Score -1.021002e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 9361 members 
Mstep: Class 4 contains 13131 members 
Mstep: Class 5 contains 9833 members 
Mstep: Class 6 contains 46974 members 
Mstep: Class 7 contains 147759 members 
Mstep: Class 8 contains 38295 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 93616 members 
Mstep: Class 13 contains 109243 members 
Mstep: Class 14 contains 505 members 
Mstep: Class 15 contains 15965 members 
Mstep: Class 16 contains 3719 members 
Mstep: Class 17 contains 146801 members 
Mstep: Class 18 contains 3101 members 
Mstep: Class 19 contains 129894 members 
Mstep: Class 20 contains 9846 members 
Mstep: Class 21 contains 95736 members 
Mstep: Class 22 contains 10502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100296.000000 Penalty: 49056.292969
Iteration 141Q: 23 clusters Score -1.021003e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 9324 members 
Mstep: Class 4 contains 13150 members 
Mstep: Class 5 contains 9836 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 147897 members 
Mstep: Class 8 contains 38302 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 93482 members 
Mstep: Class 13 contains 108997 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 15951 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 146724 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 130173 members 
Mstep: Class 20 contains 9887 members 
Mstep: Class 21 contains 95697 members 
Mstep: Class 22 contains 10532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100160.000000 Penalty: 49056.292969
Iteration 142Q: 23 clusters Score -1.021002e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 9292 members 
Mstep: Class 4 contains 13163 members 
Mstep: Class 5 contains 9828 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148045 members 
Mstep: Class 8 contains 38314 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 3267 members 
Mstep: Class 12 contains 93356 members 
Mstep: Class 13 contains 108690 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 15940 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 146674 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 130480 members 
Mstep: Class 20 contains 9931 members 
Mstep: Class 21 contains 95671 members 
Mstep: Class 22 contains 10559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100256.000000 Penalty: 49056.292969
Iteration 143Q: 23 clusters Score -1.021003e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 9251 members 
Mstep: Class 4 contains 13170 members 
Mstep: Class 5 contains 9821 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 148137 members 
Mstep: Class 8 contains 38325 members 
Mstep: Class 9 contains 894 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 93266 members 
Mstep: Class 13 contains 108436 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 146655 members 
Mstep: Class 18 contains 3083 members 
Mstep: Class 19 contains 130780 members 
Mstep: Class 20 contains 9985 members 
Mstep: Class 21 contains 95605 members 
Mstep: Class 22 contains 10584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100112.000000 Penalty: 49056.292969
Iteration 144Q: 23 clusters Score -1.021001e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4179 members 
Mstep: Class 3 contains 9207 members 
Mstep: Class 4 contains 13179 members 
Mstep: Class 5 contains 9818 members 
Mstep: Class 6 contains 47008 members 
Mstep: Class 7 contains 148234 members 
Mstep: Class 8 contains 38334 members 
Mstep: Class 9 contains 896 members 
Mstep: Class 10 contains 15656 members 
Mstep: Class 11 contains 3279 members 
Mstep: Class 12 contains 93166 members 
Mstep: Class 13 contains 108225 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 15898 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 146631 members 
Mstep: Class 18 contains 3079 members 
Mstep: Class 19 contains 131067 members 
Mstep: Class 20 contains 10030 members 
Mstep: Class 21 contains 95524 members 
Mstep: Class 22 contains 10608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100024.000000 Penalty: 49056.292969
Iteration 145Q: 23 clusters Score -1.021e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 3 contains 9174 members 
Mstep: Class 4 contains 13193 members 
Mstep: Class 5 contains 9816 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148319 members 
Mstep: Class 8 contains 38347 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 10 contains 15657 members 
Mstep: Class 11 contains 3285 members 
Mstep: Class 12 contains 93090 members 
Mstep: Class 13 contains 108020 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 15869 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 17 contains 146596 members 
Mstep: Class 18 contains 3075 members 
Mstep: Class 19 contains 131327 members 
Mstep: Class 20 contains 10070 members 
Mstep: Class 21 contains 95470 members 
Mstep: Class 22 contains 10632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100072.000000 Penalty: 49056.292969
Iteration 146Q: 23 clusters Score -1.021001e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 9141 members 
Mstep: Class 4 contains 13207 members 
Mstep: Class 5 contains 9811 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148386 members 
Mstep: Class 8 contains 38351 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 10 contains 15647 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 93017 members 
Mstep: Class 13 contains 107774 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 15843 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 17 contains 146581 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 131637 members 
Mstep: Class 20 contains 10112 members 
Mstep: Class 21 contains 95410 members 
Mstep: Class 22 contains 10657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099920.000000 Penalty: 49056.292969
Iteration 147Q: 23 clusters Score -1.020999e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4180 members 
Mstep: Class 3 contains 9106 members 
Mstep: Class 4 contains 13211 members 
Mstep: Class 5 contains 9813 members 
Mstep: Class 6 contains 47002 members 
Mstep: Class 7 contains 148438 members 
Mstep: Class 8 contains 38356 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 10 contains 15652 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 92951 members 
Mstep: Class 13 contains 107527 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 15819 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 146592 members 
Mstep: Class 18 contains 3067 members 
Mstep: Class 19 contains 131916 members 
Mstep: Class 20 contains 10148 members 
Mstep: Class 21 contains 95374 members 
Mstep: Class 22 contains 10673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099728.000000 Penalty: 49056.292969
Iteration 148Q: 23 clusters Score -1.020997e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 9083 members 
Mstep: Class 4 contains 13221 members 
Mstep: Class 5 contains 9802 members 
Mstep: Class 6 contains 47000 members 
Mstep: Class 7 contains 148510 members 
Mstep: Class 8 contains 38355 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 10 contains 15644 members 
Mstep: Class 11 contains 3305 members 
Mstep: Class 12 contains 92878 members 
Mstep: Class 13 contains 107258 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 15802 members 
Mstep: Class 16 contains 3713 members 
Mstep: Class 17 contains 146590 members 
Mstep: Class 18 contains 3064 members 
Mstep: Class 19 contains 132181 members 
Mstep: Class 20 contains 10187 members 
Mstep: Class 21 contains 95378 members 
Mstep: Class 22 contains 10678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099568.000000 Penalty: 49056.292969
Iteration 149Q: 23 clusters Score -1.020996e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9059 members 
Mstep: Class 4 contains 13229 members 
Mstep: Class 5 contains 9798 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 148583 members 
Mstep: Class 8 contains 38363 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 10 contains 15637 members 
Mstep: Class 11 contains 3314 members 
Mstep: Class 12 contains 92783 members 
Mstep: Class 13 contains 107004 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 15787 members 
Mstep: Class 16 contains 3712 members 
Mstep: Class 17 contains 146587 members 
Mstep: Class 18 contains 3061 members 
Mstep: Class 19 contains 132447 members 
Mstep: Class 20 contains 10224 members 
Mstep: Class 21 contains 95367 members 
Mstep: Class 22 contains 10687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099576.000000 Penalty: 49056.292969
Iteration 150Q: 23 clusters Score -1.020996e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4198 members 
Mstep: Class 3 contains 9034 members 
Mstep: Class 4 contains 13244 members 
Mstep: Class 5 contains 9802 members 
Mstep: Class 6 contains 47014 members 
Mstep: Class 7 contains 148661 members 
Mstep: Class 8 contains 38375 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 92705 members 
Mstep: Class 13 contains 106725 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 15769 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 146547 members 
Mstep: Class 18 contains 3058 members 
Mstep: Class 19 contains 132764 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 95330 members 
Mstep: Class 22 contains 10698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099496.000000 Penalty: 49056.292969
Iteration 151Q: 23 clusters Score -1.020995e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4199 members 
Mstep: Class 3 contains 9015 members 
Mstep: Class 4 contains 13258 members 
Mstep: Class 5 contains 9800 members 
Mstep: Class 6 contains 47016 members 
Mstep: Class 7 contains 148745 members 
Mstep: Class 8 contains 38380 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15626 members 
Mstep: Class 11 contains 3332 members 
Mstep: Class 12 contains 92622 members 
Mstep: Class 13 contains 106489 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 15751 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 146531 members 
Mstep: Class 18 contains 3058 members 
Mstep: Class 19 contains 133044 members 
Mstep: Class 20 contains 10263 members 
Mstep: Class 21 contains 95298 members 
Mstep: Class 22 contains 10701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099288.000000 Penalty: 49056.292969
Iteration 152Q: 23 clusters Score -1.020993e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 8988 members 
Mstep: Class 4 contains 13267 members 
Mstep: Class 5 contains 9797 members 
Mstep: Class 6 contains 47020 members 
Mstep: Class 7 contains 148824 members 
Mstep: Class 8 contains 38391 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15620 members 
Mstep: Class 11 contains 3336 members 
Mstep: Class 12 contains 92560 members 
Mstep: Class 13 contains 106267 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 15735 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 146504 members 
Mstep: Class 18 contains 3056 members 
Mstep: Class 19 contains 133347 members 
Mstep: Class 20 contains 10272 members 
Mstep: Class 21 contains 95243 members 
Mstep: Class 22 contains 10707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099248.000000 Penalty: 49056.292969
Iteration 153Q: 23 clusters Score -1.020992e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 13279 members 
Mstep: Class 5 contains 9797 members 
Mstep: Class 6 contains 47014 members 
Mstep: Class 7 contains 148877 members 
Mstep: Class 8 contains 38403 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15611 members 
Mstep: Class 11 contains 3347 members 
Mstep: Class 12 contains 92498 members 
Mstep: Class 13 contains 106043 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 15733 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 146501 members 
Mstep: Class 18 contains 3056 members 
Mstep: Class 19 contains 133659 members 
Mstep: Class 20 contains 10292 members 
Mstep: Class 21 contains 95160 members 
Mstep: Class 22 contains 10706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099152.000000 Penalty: 49056.292969
Iteration 154Q: 23 clusters Score -1.020992e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8927 members 
Mstep: Class 4 contains 13290 members 
Mstep: Class 5 contains 9796 members 
Mstep: Class 6 contains 47012 members 
Mstep: Class 7 contains 148945 members 
Mstep: Class 8 contains 38420 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15610 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 92433 members 
Mstep: Class 13 contains 105825 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 15730 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 146482 members 
Mstep: Class 18 contains 3054 members 
Mstep: Class 19 contains 133981 members 
Mstep: Class 20 contains 10310 members 
Mstep: Class 21 contains 95063 members 
Mstep: Class 22 contains 10704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098864.000000 Penalty: 49056.292969
Iteration 155Q: 23 clusters Score -1.020989e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 13294 members 
Mstep: Class 5 contains 9798 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 149020 members 
Mstep: Class 8 contains 38435 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15615 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 92359 members 
Mstep: Class 13 contains 105593 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 15724 members 
Mstep: Class 16 contains 3710 members 
Mstep: Class 17 contains 146464 members 
Mstep: Class 18 contains 3053 members 
Mstep: Class 19 contains 134288 members 
Mstep: Class 20 contains 10338 members 
Mstep: Class 21 contains 94986 members 
Mstep: Class 22 contains 10708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098808.000000 Penalty: 49056.292969
Iteration 156Q: 23 clusters Score -1.020988e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 8859 members 
Mstep: Class 4 contains 13303 members 
Mstep: Class 5 contains 9802 members 
Mstep: Class 6 contains 47009 members 
Mstep: Class 7 contains 149076 members 
Mstep: Class 8 contains 38438 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15613 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 92277 members 
Mstep: Class 13 contains 105365 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 146473 members 
Mstep: Class 18 contains 3053 members 
Mstep: Class 19 contains 134599 members 
Mstep: Class 20 contains 10367 members 
Mstep: Class 21 contains 94909 members 
Mstep: Class 22 contains 10716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098864.000000 Penalty: 49056.292969
Iteration 157Q: 23 clusters Score -1.020989e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 8826 members 
Mstep: Class 4 contains 13313 members 
Mstep: Class 5 contains 9809 members 
Mstep: Class 6 contains 47009 members 
Mstep: Class 7 contains 149104 members 
Mstep: Class 8 contains 38448 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15619 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 92231 members 
Mstep: Class 13 contains 105118 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 15697 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 146485 members 
Mstep: Class 18 contains 3051 members 
Mstep: Class 19 contains 134930 members 
Mstep: Class 20 contains 10394 members 
Mstep: Class 21 contains 94807 members 
Mstep: Class 22 contains 10726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098784.000000 Penalty: 49056.292969
Iteration 158Q: 23 clusters Score -1.020988e+08 nChanged 1181
Entering ConstructFrom: 
Score: -102098784.000000 Penalty: 49056.292969
Entering ConstructFrom: 
Trying to split cluster 1 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -260969.546875 Penalty: 1270.036743
	Iteration 0F: 2 clusters Score -260969.5 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 1242 members 
Entering Unmasked Estep 
Score: -258686.593750 Penalty: 2540.073486
	Iteration 0F: 3 clusters Score -258686.6 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -259433.859375 Penalty: 2540.073486
	Iteration 1F: 3 clusters Score -259433.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -259814.156250 Penalty: 2540.073486
	Iteration 2F: 3 clusters Score -259814.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -260174.625000 Penalty: 2540.073486
	Iteration 3F: 3 clusters Score -260174.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -260475.078125 Penalty: 2540.073486
	Iteration 4F: 3 clusters Score -260475.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -260699.953125 Penalty: 2540.073486
	Iteration 5F: 3 clusters Score -260700 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -260838.734375 Penalty: 2540.073486
	Iteration 6Q: 3 clusters Score -260838.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -260898.328125 Penalty: 2540.073486
	Iteration 7Q: 3 clusters Score -260898.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -260926.062500 Penalty: 2540.073486
	Iteration 8Q: 3 clusters Score -260926.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -260945.515625 Penalty: 2540.073486
	Iteration 9Q: 3 clusters Score -260945.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -260958.421875 Penalty: 2540.073486
	Iteration 10Q: 3 clusters Score -260958.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -260967.046875 Penalty: 2540.073486
	Iteration 11Q: 3 clusters Score -260967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -260968.015625 Penalty: 2540.073486
	Iteration 12Q: 3 clusters Score -260968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -260968.515625 Penalty: 2540.073486
	Iteration 13Q: 3 clusters Score -260968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -260970.062500 Penalty: 2540.073486
	Iteration 14Q: 3 clusters Score -260970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -260973.625000 Penalty: 2540.073486
	Iteration 15Q: 3 clusters Score -260973.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -260975.890625 Penalty: 2540.073486
	Iteration 16Q: 3 clusters Score -260975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -260976.656250 Penalty: 2540.073486
	Iteration 17Q: 3 clusters Score -260976.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -260977.062500 Penalty: 2540.073486
	Iteration 18Q: 3 clusters Score -260977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -260977.687500 Penalty: 2540.073486
	Iteration 19F: 3 clusters Score -260977.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -260985.765625 Penalty: 2540.073486
	Iteration 20F: 3 clusters Score -260985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -260985.640625 Penalty: 2540.073486
	Iteration 21Q: 3 clusters Score -260985.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -260985.640625 Penalty: 2540.073486
	Iteration 22F: 3 clusters Score -260985.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 9819 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 149126 members 
Mstep: Class 8 contains 38460 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15622 members 
Mstep: Class 11 contains 3379 members 
Mstep: Class 12 contains 92170 members 
Mstep: Class 13 contains 104847 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 15690 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 146504 members 
Mstep: Class 18 contains 3052 members 
Mstep: Class 19 contains 135275 members 
Mstep: Class 20 contains 10423 members 
Mstep: Class 21 contains 94729 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 582 members 
Entering Unmasked Estep 
Score: -102097328.000000 Penalty: 51286.125000
Splitting cluster 1 changes total score from -102098784.000000 to -102097328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Entering Unmasked Estep 
Score: -453654.343750 Penalty: 1355.052490
	Iteration 0F: 2 clusters Score -453654.3 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 2088 members 
Entering Unmasked Estep 
Score: -450171.625000 Penalty: 2710.104980
	Iteration 0F: 3 clusters Score -450171.6 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -451194.656250 Penalty: 2710.104980
	Iteration 1F: 3 clusters Score -451194.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -451518.593750 Penalty: 2710.104980
	Iteration 2F: 3 clusters Score -451518.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -451900.812500 Penalty: 2710.104980
	Iteration 3F: 3 clusters Score -451900.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -452304.906250 Penalty: 2710.104980
	Iteration 4F: 3 clusters Score -452304.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -452769.000000 Penalty: 2710.104980
	Iteration 5F: 3 clusters Score -452769 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -453140.656250 Penalty: 2710.104980
	Iteration 6F: 3 clusters Score -453140.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -453363.781250 Penalty: 2710.104980
	Iteration 7F: 3 clusters Score -453363.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -453489.968750 Penalty: 2710.104980
	Iteration 8Q: 3 clusters Score -453490 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -453551.781250 Penalty: 2710.104980
	Iteration 9Q: 3 clusters Score -453551.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -453583.781250 Penalty: 2710.104980
	Iteration 10Q: 3 clusters Score -453583.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -453601.250000 Penalty: 2710.104980
	Iteration 11Q: 3 clusters Score -453601.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -453610.750000 Penalty: 2710.104980
	Iteration 12Q: 3 clusters Score -453610.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -453617.343750 Penalty: 2710.104980
	Iteration 13Q: 3 clusters Score -453617.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -453621.343750 Penalty: 2710.104980
	Iteration 14Q: 3 clusters Score -453621.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -453626.562500 Penalty: 2710.104980
	Iteration 15Q: 3 clusters Score -453626.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -453630.687500 Penalty: 2710.104980
	Iteration 16Q: 3 clusters Score -453630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -453631.843750 Penalty: 2710.104980
	Iteration 17Q: 3 clusters Score -453631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -453632.281250 Penalty: 2710.104980
	Iteration 18Q: 3 clusters Score -453632.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -453631.937500 Penalty: 2710.104980
	Iteration 19Q: 3 clusters Score -453631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -453632.718750 Penalty: 2710.104980
	Iteration 20F: 3 clusters Score -453632.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -453632.812500 Penalty: 2710.104980
	Iteration 21Q: 3 clusters Score -453632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -453632.968750 Penalty: 2710.104980
	Iteration 22Q: 3 clusters Score -453633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -453633.062500 Penalty: 2710.104980
	Iteration 23Q: 3 clusters Score -453633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -453633.468750 Penalty: 2710.104980
	Iteration 24Q: 3 clusters Score -453633.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -453634.500000 Penalty: 2710.104980
	Iteration 25Q: 3 clusters Score -453634.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -453634.500000 Penalty: 2710.104980
	Iteration 26F: 3 clusters Score -453634.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Entering Unmasked Estep 
Score: -1011775.937500 Penalty: 1475.759521
	Iteration 0F: 2 clusters Score -1011776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1005432.437500 Penalty: 2951.519043
	Iteration 0F: 3 clusters Score -1005432 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1007677.750000 Penalty: 2951.519043
	Iteration 1F: 3 clusters Score -1007678 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1008322.062500 Penalty: 2951.519043
	Iteration 2F: 3 clusters Score -1008322 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1008992.000000 Penalty: 2951.519043
	Iteration 3F: 3 clusters Score -1008992 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1009631.125000 Penalty: 2951.519043
	Iteration 4F: 3 clusters Score -1009631 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1010154.187500 Penalty: 2951.519043
	Iteration 5F: 3 clusters Score -1010154 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1010597.000000 Penalty: 2951.519043
	Iteration 6F: 3 clusters Score -1010597 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1010956.750000 Penalty: 2951.519043
	Iteration 7Q: 3 clusters Score -1010957 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1011141.812500 Penalty: 2951.519043
	Iteration 8Q: 3 clusters Score -1011142 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1011219.000000 Penalty: 2951.519043
	Iteration 9Q: 3 clusters Score -1011219 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1011261.250000 Penalty: 2951.519043
	Iteration 10Q: 3 clusters Score -1011261 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1011291.562500 Penalty: 2951.519043
	Iteration 11Q: 3 clusters Score -1011292 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1011312.062500 Penalty: 2951.519043
	Iteration 12Q: 3 clusters Score -1011312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1011332.437500 Penalty: 2951.519043
	Iteration 13Q: 3 clusters Score -1011332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1011341.000000 Penalty: 2951.519043
	Iteration 14Q: 3 clusters Score -1011341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1011352.687500 Penalty: 2951.519043
	Iteration 15Q: 3 clusters Score -1011353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1011361.125000 Penalty: 2951.519043
	Iteration 16Q: 3 clusters Score -1011361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1011371.375000 Penalty: 2951.519043
	Iteration 17Q: 3 clusters Score -1011371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1011383.250000 Penalty: 2951.519043
	Iteration 18Q: 3 clusters Score -1011383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1011389.250000 Penalty: 2951.519043
	Iteration 19Q: 3 clusters Score -1011389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1011397.312500 Penalty: 2951.519043
	Iteration 20F: 3 clusters Score -1011397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1011399.812500 Penalty: 2951.519043
	Iteration 21Q: 3 clusters Score -1011400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1011406.875000 Penalty: 2951.519043
	Iteration 22Q: 3 clusters Score -1011407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1011409.812500 Penalty: 2951.519043
	Iteration 23Q: 3 clusters Score -1011410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1011413.562500 Penalty: 2951.519043
	Iteration 24Q: 3 clusters Score -1011414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1011417.187500 Penalty: 2951.519043
	Iteration 25Q: 3 clusters Score -1011417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1011420.312500 Penalty: 2951.519043
	Iteration 26Q: 3 clusters Score -1011420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1011419.812500 Penalty: 2951.519043
	Iteration 27Q: 3 clusters Score -1011420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1011422.125000 Penalty: 2951.519043
	Iteration 28Q: 3 clusters Score -1011422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1011423.125000 Penalty: 2951.519043
	Iteration 29Q: 3 clusters Score -1011423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1011423.187500 Penalty: 2951.519043
	Iteration 30Q: 3 clusters Score -1011423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1011424.000000 Penalty: 2951.519043
	Iteration 31Q: 3 clusters Score -1011424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1011424.000000 Penalty: 2951.519043
	Iteration 32F: 3 clusters Score -1011424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Entering Unmasked Estep 
Score: -1540730.250000 Penalty: 1543.290527
	Iteration 0F: 2 clusters Score -1540730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1531367.750000 Penalty: 3086.581055
	Iteration 0F: 3 clusters Score -1531368 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1534596.500000 Penalty: 3086.581055
	Iteration 1F: 3 clusters Score -1534596 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1534869.250000 Penalty: 3086.581055
	Iteration 2F: 3 clusters Score -1534869 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1535094.125000 Penalty: 3086.581055
	Iteration 3Q: 3 clusters Score -1535094 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1535344.750000 Penalty: 3086.581055
	Iteration 4Q: 3 clusters Score -1535345 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1535638.500000 Penalty: 3086.581055
	Iteration 5Q: 3 clusters Score -1535638 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1536018.750000 Penalty: 3086.581055
	Iteration 6Q: 3 clusters Score -1536019 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1536499.625000 Penalty: 3086.581055
	Iteration 7F: 3 clusters Score -1536500 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1537090.000000 Penalty: 3086.581055
	Iteration 8F: 3 clusters Score -1537090 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1537730.375000 Penalty: 3086.581055
	Iteration 9F: 3 clusters Score -1537730 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1538317.375000 Penalty: 3086.581055
	Iteration 10Q: 3 clusters Score -1538317 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1538656.500000 Penalty: 3086.581055
	Iteration 11Q: 3 clusters Score -1538656 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1538886.875000 Penalty: 3086.581055
	Iteration 12Q: 3 clusters Score -1538887 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1539025.000000 Penalty: 3086.581055
	Iteration 13Q: 3 clusters Score -1539025 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1539103.750000 Penalty: 3086.581055
	Iteration 14Q: 3 clusters Score -1539104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1539184.375000 Penalty: 3086.581055
	Iteration 15Q: 3 clusters Score -1539184 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1539235.625000 Penalty: 3086.581055
	Iteration 16Q: 3 clusters Score -1539236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1539266.250000 Penalty: 3086.581055
	Iteration 17Q: 3 clusters Score -1539266 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1539298.375000 Penalty: 3086.581055
	Iteration 18Q: 3 clusters Score -1539298 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1539327.250000 Penalty: 3086.581055
	Iteration 19Q: 3 clusters Score -1539327 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1539346.250000 Penalty: 3086.581055
	Iteration 20F: 3 clusters Score -1539346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1539367.125000 Penalty: 3086.581055
	Iteration 21Q: 3 clusters Score -1539367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1539383.875000 Penalty: 3086.581055
	Iteration 22Q: 3 clusters Score -1539384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1539398.125000 Penalty: 3086.581055
	Iteration 23Q: 3 clusters Score -1539398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1539408.875000 Penalty: 3086.581055
	Iteration 24Q: 3 clusters Score -1539409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1539419.000000 Penalty: 3086.581055
	Iteration 25Q: 3 clusters Score -1539419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1539429.500000 Penalty: 3086.581055
	Iteration 26Q: 3 clusters Score -1539430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1539436.875000 Penalty: 3086.581055
	Iteration 27Q: 3 clusters Score -1539437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1539441.625000 Penalty: 3086.581055
	Iteration 28Q: 3 clusters Score -1539442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1539447.000000 Penalty: 3086.581055
	Iteration 29Q: 3 clusters Score -1539447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1539455.375000 Penalty: 3086.581055
	Iteration 30Q: 3 clusters Score -1539455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1539462.000000 Penalty: 3086.581055
	Iteration 31Q: 3 clusters Score -1539462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1539461.125000 Penalty: 3086.581055
	Iteration 32Q: 3 clusters Score -1539461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1539466.125000 Penalty: 3086.581055
	Iteration 33Q: 3 clusters Score -1539466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1539474.125000 Penalty: 3086.581055
	Iteration 34Q: 3 clusters Score -1539474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1539475.000000 Penalty: 3086.581055
	Iteration 35Q: 3 clusters Score -1539475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1539479.625000 Penalty: 3086.581055
	Iteration 36Q: 3 clusters Score -1539480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1539483.375000 Penalty: 3086.581055
	Iteration 37Q: 3 clusters Score -1539483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1539488.000000 Penalty: 3086.581055
	Iteration 38Q: 3 clusters Score -1539488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1539488.750000 Penalty: 3086.581055
	Iteration 39Q: 3 clusters Score -1539489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1539494.250000 Penalty: 3086.581055
	Iteration 40F: 3 clusters Score -1539494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1539495.625000 Penalty: 3086.581055
	Iteration 41Q: 3 clusters Score -1539496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1539498.750000 Penalty: 3086.581055
	Iteration 42Q: 3 clusters Score -1539499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1539499.375000 Penalty: 3086.581055
	Iteration 43Q: 3 clusters Score -1539499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1539501.375000 Penalty: 3086.581055
	Iteration 44Q: 3 clusters Score -1539501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1539500.625000 Penalty: 3086.581055
	Iteration 45Q: 3 clusters Score -1539501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1539500.500000 Penalty: 3086.581055
	Iteration 46Q: 3 clusters Score -1539500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1539500.625000 Penalty: 3086.581055
	Iteration 47Q: 3 clusters Score -1539501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1539500.750000 Penalty: 3086.581055
	Iteration 48Q: 3 clusters Score -1539501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1539501.250000 Penalty: 3086.581055
	Iteration 49Q: 3 clusters Score -1539501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1539503.625000 Penalty: 3086.581055
	Iteration 50Q: 3 clusters Score -1539504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1539503.750000 Penalty: 3086.581055
	Iteration 51Q: 3 clusters Score -1539504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1539504.500000 Penalty: 3086.581055
	Iteration 52Q: 3 clusters Score -1539504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1539504.500000 Penalty: 3086.581055
	Iteration 53F: 3 clusters Score -1539504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Entering Unmasked Estep 
Score: -1120806.125000 Penalty: 1493.712158
	Iteration 0F: 2 clusters Score -1120806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1113791.375000 Penalty: 2987.424316
	Iteration 0F: 3 clusters Score -1113791 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1116042.250000 Penalty: 2987.424316
	Iteration 1F: 3 clusters Score -1116042 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1116297.875000 Penalty: 2987.424316
	Iteration 2F: 3 clusters Score -1116298 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1116509.250000 Penalty: 2987.424316
	Iteration 3F: 3 clusters Score -1116509 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1116687.500000 Penalty: 2987.424316
	Iteration 4Q: 3 clusters Score -1116688 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1116854.750000 Penalty: 2987.424316
	Iteration 5Q: 3 clusters Score -1116855 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1117034.500000 Penalty: 2987.424316
	Iteration 6Q: 3 clusters Score -1117034 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1117273.000000 Penalty: 2987.424316
	Iteration 7Q: 3 clusters Score -1117273 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1117556.500000 Penalty: 2987.424316
	Iteration 8Q: 3 clusters Score -1117556 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1117890.875000 Penalty: 2987.424316
	Iteration 9F: 3 clusters Score -1117891 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1118254.625000 Penalty: 2987.424316
	Iteration 10Q: 3 clusters Score -1118255 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1118617.500000 Penalty: 2987.424316
	Iteration 11Q: 3 clusters Score -1118618 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1118898.000000 Penalty: 2987.424316
	Iteration 12Q: 3 clusters Score -1118898 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1119139.500000 Penalty: 2987.424316
	Iteration 13Q: 3 clusters Score -1119140 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1119305.250000 Penalty: 2987.424316
	Iteration 14Q: 3 clusters Score -1119305 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1119402.125000 Penalty: 2987.424316
	Iteration 15Q: 3 clusters Score -1119402 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1119466.250000 Penalty: 2987.424316
	Iteration 16Q: 3 clusters Score -1119466 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1119509.625000 Penalty: 2987.424316
	Iteration 17Q: 3 clusters Score -1119510 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1119535.625000 Penalty: 2987.424316
	Iteration 18Q: 3 clusters Score -1119536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1119562.750000 Penalty: 2987.424316
	Iteration 19Q: 3 clusters Score -1119563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1119577.750000 Penalty: 2987.424316
	Iteration 20F: 3 clusters Score -1119578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1119592.125000 Penalty: 2987.424316
	Iteration 21Q: 3 clusters Score -1119592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1119600.000000 Penalty: 2987.424316
	Iteration 22Q: 3 clusters Score -1119600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1119606.625000 Penalty: 2987.424316
	Iteration 23Q: 3 clusters Score -1119607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1119611.750000 Penalty: 2987.424316
	Iteration 24Q: 3 clusters Score -1119612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1119617.250000 Penalty: 2987.424316
	Iteration 25Q: 3 clusters Score -1119617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1119623.375000 Penalty: 2987.424316
	Iteration 26Q: 3 clusters Score -1119623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1119627.625000 Penalty: 2987.424316
	Iteration 27Q: 3 clusters Score -1119628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1119632.000000 Penalty: 2987.424316
	Iteration 28Q: 3 clusters Score -1119632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1119636.375000 Penalty: 2987.424316
	Iteration 29Q: 3 clusters Score -1119636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1119636.500000 Penalty: 2987.424316
	Iteration 30Q: 3 clusters Score -1119636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1119638.000000 Penalty: 2987.424316
	Iteration 31Q: 3 clusters Score -1119638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1119641.500000 Penalty: 2987.424316
	Iteration 32Q: 3 clusters Score -1119642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1119646.500000 Penalty: 2987.424316
	Iteration 33Q: 3 clusters Score -1119646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1119646.750000 Penalty: 2987.424316
	Iteration 34Q: 3 clusters Score -1119647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1119650.125000 Penalty: 2987.424316
	Iteration 35Q: 3 clusters Score -1119650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1119650.625000 Penalty: 2987.424316
	Iteration 36Q: 3 clusters Score -1119651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1119651.000000 Penalty: 2987.424316
	Iteration 37Q: 3 clusters Score -1119651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1119651.625000 Penalty: 2987.424316
	Iteration 38Q: 3 clusters Score -1119652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1119650.500000 Penalty: 2987.424316
	Iteration 39Q: 3 clusters Score -1119650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1119652.000000 Penalty: 2987.424316
	Iteration 40F: 3 clusters Score -1119652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Entering Unmasked Estep 
Score: -5390102.000000 Penalty: 1748.180054
	Iteration 0F: 2 clusters Score -5390102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -5358547.000000 Penalty: 3496.360107
	Iteration 0F: 3 clusters Score -5358547 nChanged 22079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -5370982.000000 Penalty: 3496.360107
	Iteration 1F: 3 clusters Score -5370982 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -5371470.000000 Penalty: 3496.360107
	Iteration 2Q: 3 clusters Score -5371470 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -5372132.500000 Penalty: 3496.360107
	Iteration 3Q: 3 clusters Score -5372132 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -5373019.500000 Penalty: 3496.360107
	Iteration 4Q: 3 clusters Score -5373020 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -5374227.000000 Penalty: 3496.360107
	Iteration 5Q: 3 clusters Score -5374227 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -5375799.000000 Penalty: 3496.360107
	Iteration 6F: 3 clusters Score -5375799 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -5377729.500000 Penalty: 3496.360107
	Iteration 7F: 3 clusters Score -5377730 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -5379818.000000 Penalty: 3496.360107
	Iteration 8F: 3 clusters Score -5379818 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -5381833.500000 Penalty: 3496.360107
	Iteration 9F: 3 clusters Score -5381834 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -5383300.500000 Penalty: 3496.360107
	Iteration 10Q: 3 clusters Score -5383300 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -5384085.500000 Penalty: 3496.360107
	Iteration 11Q: 3 clusters Score -5384086 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -5384524.000000 Penalty: 3496.360107
	Iteration 12Q: 3 clusters Score -5384524 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -5384831.000000 Penalty: 3496.360107
	Iteration 13Q: 3 clusters Score -5384831 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -5385153.500000 Penalty: 3496.360107
	Iteration 14Q: 3 clusters Score -5385154 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -5385446.500000 Penalty: 3496.360107
	Iteration 15Q: 3 clusters Score -5385446 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -5385767.000000 Penalty: 3496.360107
	Iteration 16Q: 3 clusters Score -5385767 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -5386083.000000 Penalty: 3496.360107
	Iteration 17Q: 3 clusters Score -5386083 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -5386397.000000 Penalty: 3496.360107
	Iteration 18Q: 3 clusters Score -5386397 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -5386654.000000 Penalty: 3496.360107
	Iteration 19Q: 3 clusters Score -5386654 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -5386928.500000 Penalty: 3496.360107
	Iteration 20F: 3 clusters Score -5386928 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -5387180.500000 Penalty: 3496.360107
	Iteration 21Q: 3 clusters Score -5387180 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -5387386.000000 Penalty: 3496.360107
	Iteration 22Q: 3 clusters Score -5387386 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -5387551.000000 Penalty: 3496.360107
	Iteration 23Q: 3 clusters Score -5387551 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -5387684.000000 Penalty: 3496.360107
	Iteration 24Q: 3 clusters Score -5387684 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -5387802.500000 Penalty: 3496.360107
	Iteration 25Q: 3 clusters Score -5387802 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -5387929.500000 Penalty: 3496.360107
	Iteration 26Q: 3 clusters Score -5387930 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5388035.500000 Penalty: 3496.360107
	Iteration 27Q: 3 clusters Score -5388036 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5388096.500000 Penalty: 3496.360107
	Iteration 28Q: 3 clusters Score -5388096 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -5388180.000000 Penalty: 3496.360107
	Iteration 29Q: 3 clusters Score -5388180 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5388234.000000 Penalty: 3496.360107
	Iteration 30Q: 3 clusters Score -5388234 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5388279.500000 Penalty: 3496.360107
	Iteration 31Q: 3 clusters Score -5388280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5388303.000000 Penalty: 3496.360107
	Iteration 32Q: 3 clusters Score -5388303 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5388339.000000 Penalty: 3496.360107
	Iteration 33Q: 3 clusters Score -5388339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5388367.500000 Penalty: 3496.360107
	Iteration 34Q: 3 clusters Score -5388368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5388380.000000 Penalty: 3496.360107
	Iteration 35Q: 3 clusters Score -5388380 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5388393.500000 Penalty: 3496.360107
	Iteration 36Q: 3 clusters Score -5388394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5388405.500000 Penalty: 3496.360107
	Iteration 37Q: 3 clusters Score -5388406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5388417.500000 Penalty: 3496.360107
	Iteration 38Q: 3 clusters Score -5388418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5388442.000000 Penalty: 3496.360107
	Iteration 39Q: 3 clusters Score -5388442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5388458.000000 Penalty: 3496.360107
	Iteration 40F: 3 clusters Score -5388458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5388463.000000 Penalty: 3496.360107
	Iteration 41Q: 3 clusters Score -5388463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5388477.000000 Penalty: 3496.360107
	Iteration 42Q: 3 clusters Score -5388477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5388487.500000 Penalty: 3496.360107
	Iteration 43Q: 3 clusters Score -5388488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5388493.000000 Penalty: 3496.360107
	Iteration 44Q: 3 clusters Score -5388493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5388499.500000 Penalty: 3496.360107
	Iteration 45Q: 3 clusters Score -5388500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5388514.500000 Penalty: 3496.360107
	Iteration 46Q: 3 clusters Score -5388514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5388520.000000 Penalty: 3496.360107
	Iteration 47Q: 3 clusters Score -5388520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5388530.500000 Penalty: 3496.360107
	Iteration 48Q: 3 clusters Score -5388530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5388542.500000 Penalty: 3496.360107
	Iteration 49Q: 3 clusters Score -5388542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5388557.500000 Penalty: 3496.360107
	Iteration 50Q: 3 clusters Score -5388558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5388562.000000 Penalty: 3496.360107
	Iteration 51Q: 3 clusters Score -5388562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5388574.500000 Penalty: 3496.360107
	Iteration 52Q: 3 clusters Score -5388574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5388582.500000 Penalty: 3496.360107
	Iteration 53Q: 3 clusters Score -5388582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5388577.500000 Penalty: 3496.360107
	Iteration 54Q: 3 clusters Score -5388578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5388577.000000 Penalty: 3496.360107
	Iteration 55Q: 3 clusters Score -5388577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5388584.000000 Penalty: 3496.360107
	Iteration 56Q: 3 clusters Score -5388584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5388580.500000 Penalty: 3496.360107
	Iteration 57Q: 3 clusters Score -5388580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5388581.000000 Penalty: 3496.360107
	Iteration 58Q: 3 clusters Score -5388581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5388589.000000 Penalty: 3496.360107
	Iteration 59Q: 3 clusters Score -5388589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5388586.000000 Penalty: 3496.360107
	Iteration 60F: 3 clusters Score -5388586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5388596.500000 Penalty: 3496.360107
	Iteration 61Q: 3 clusters Score -5388596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5388600.000000 Penalty: 3496.360107
	Iteration 62Q: 3 clusters Score -5388600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5388598.500000 Penalty: 3496.360107
	Iteration 63Q: 3 clusters Score -5388598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5388599.500000 Penalty: 3496.360107
	Iteration 64Q: 3 clusters Score -5388600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5388599.500000 Penalty: 3496.360107
	Iteration 65F: 3 clusters Score -5388600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (149126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149126 members 
Entering Unmasked Estep 
Score: -16843758.000000 Penalty: 1935.788940
	Iteration 0F: 2 clusters Score -1.684376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -16744961.000000 Penalty: 3871.577881
	Iteration 0F: 3 clusters Score -1.674496e+07 nChanged 71936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -16786920.000000 Penalty: 3871.577881
	Iteration 1F: 3 clusters Score -1.678692e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72426 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -16788276.000000 Penalty: 3871.577881
	Iteration 2Q: 3 clusters Score -1.678828e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71346 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -16790020.000000 Penalty: 3871.577881
	Iteration 3Q: 3 clusters Score -1.679002e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -16792472.000000 Penalty: 3871.577881
	Iteration 4Q: 3 clusters Score -1.679247e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 81681 members 
Entering Unmasked Estep 
Score: -16796098.000000 Penalty: 3871.577881
	Iteration 5Q: 3 clusters Score -1.67961e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 84567 members 
Entering Unmasked Estep 
Score: -16800790.000000 Penalty: 3871.577881
	Iteration 6F: 3 clusters Score -1.680079e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61372 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -16806912.000000 Penalty: 3871.577881
	Iteration 7F: 3 clusters Score -1.680691e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 90699 members 
Entering Unmasked Estep 
Score: -16813172.000000 Penalty: 3871.577881
	Iteration 8F: 3 clusters Score -1.681317e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 93242 members 
Entering Unmasked Estep 
Score: -16818040.000000 Penalty: 3871.577881
	Iteration 9F: 3 clusters Score -1.681804e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -16821144.000000 Penalty: 3871.577881
	Iteration 10Q: 3 clusters Score -1.682114e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -16822466.000000 Penalty: 3871.577881
	Iteration 11Q: 3 clusters Score -1.682247e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 98941 members 
Entering Unmasked Estep 
Score: -16823212.000000 Penalty: 3871.577881
	Iteration 12Q: 3 clusters Score -1.682321e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -16823848.000000 Penalty: 3871.577881
	Iteration 13Q: 3 clusters Score -1.682385e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 102802 members 
Entering Unmasked Estep 
Score: -16824550.000000 Penalty: 3871.577881
	Iteration 14Q: 3 clusters Score -1.682455e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 104937 members 
Entering Unmasked Estep 
Score: -16825328.000000 Penalty: 3871.577881
	Iteration 15Q: 3 clusters Score -1.682533e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 107094 members 
Entering Unmasked Estep 
Score: -16826128.000000 Penalty: 3871.577881
	Iteration 16Q: 3 clusters Score -1.682613e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 109306 members 
Entering Unmasked Estep 
Score: -16827042.000000 Penalty: 3871.577881
	Iteration 17Q: 3 clusters Score -1.682704e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 111646 members 
Entering Unmasked Estep 
Score: -16827856.000000 Penalty: 3871.577881
	Iteration 18Q: 3 clusters Score -1.682786e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 113997 members 
Entering Unmasked Estep 
Score: -16828708.000000 Penalty: 3871.577881
	Iteration 19Q: 3 clusters Score -1.682871e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 116303 members 
Entering Unmasked Estep 
Score: -16829578.000000 Penalty: 3871.577881
	Iteration 20F: 3 clusters Score -1.682958e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 118678 members 
Entering Unmasked Estep 
Score: -16830558.000000 Penalty: 3871.577881
	Iteration 21Q: 3 clusters Score -1.683056e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 121026 members 
Entering Unmasked Estep 
Score: -16831640.000000 Penalty: 3871.577881
	Iteration 22Q: 3 clusters Score -1.683164e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 123427 members 
Entering Unmasked Estep 
Score: -16832806.000000 Penalty: 3871.577881
	Iteration 23Q: 3 clusters Score -1.683281e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 125852 members 
Entering Unmasked Estep 
Score: -16833924.000000 Penalty: 3871.577881
	Iteration 24Q: 3 clusters Score -1.683392e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 128150 members 
Entering Unmasked Estep 
Score: -16834984.000000 Penalty: 3871.577881
	Iteration 25Q: 3 clusters Score -1.683498e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 130316 members 
Entering Unmasked Estep 
Score: -16835982.000000 Penalty: 3871.577881
	Iteration 26Q: 3 clusters Score -1.683598e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 132348 members 
Entering Unmasked Estep 
Score: -16837098.000000 Penalty: 3871.577881
	Iteration 27Q: 3 clusters Score -1.68371e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 134222 members 
Entering Unmasked Estep 
Score: -16837910.000000 Penalty: 3871.577881
	Iteration 28Q: 3 clusters Score -1.683791e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 135892 members 
Entering Unmasked Estep 
Score: -16838782.000000 Penalty: 3871.577881
	Iteration 29Q: 3 clusters Score -1.683878e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 137418 members 
Entering Unmasked Estep 
Score: -16839750.000000 Penalty: 3871.577881
	Iteration 30Q: 3 clusters Score -1.683975e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 138751 members 
Entering Unmasked Estep 
Score: -16840484.000000 Penalty: 3871.577881
	Iteration 31Q: 3 clusters Score -1.684048e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 139987 members 
Entering Unmasked Estep 
Score: -16841162.000000 Penalty: 3871.577881
	Iteration 32Q: 3 clusters Score -1.684116e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 141030 members 
Entering Unmasked Estep 
Score: -16841718.000000 Penalty: 3871.577881
	Iteration 33Q: 3 clusters Score -1.684172e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 141879 members 
Entering Unmasked Estep 
Score: -16842154.000000 Penalty: 3871.577881
	Iteration 34Q: 3 clusters Score -1.684215e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 142568 members 
Entering Unmasked Estep 
Score: -16842486.000000 Penalty: 3871.577881
	Iteration 35Q: 3 clusters Score -1.684249e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 143161 members 
Entering Unmasked Estep 
Score: -16842712.000000 Penalty: 3871.577881
	Iteration 36Q: 3 clusters Score -1.684271e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 143657 members 
Entering Unmasked Estep 
Score: -16842868.000000 Penalty: 3871.577881
	Iteration 37Q: 3 clusters Score -1.684287e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 144087 members 
Entering Unmasked Estep 
Score: -16843000.000000 Penalty: 3871.577881
	Iteration 38Q: 3 clusters Score -1.6843e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 144409 members 
Entering Unmasked Estep 
Score: -16843084.000000 Penalty: 3871.577881
	Iteration 39Q: 3 clusters Score -1.684308e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 144676 members 
Entering Unmasked Estep 
Score: -16843118.000000 Penalty: 3871.577881
	Iteration 40F: 3 clusters Score -1.684312e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 144914 members 
Entering Unmasked Estep 
Score: -16843208.000000 Penalty: 3871.577881
	Iteration 41Q: 3 clusters Score -1.684321e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 145081 members 
Entering Unmasked Estep 
Score: -16843214.000000 Penalty: 3871.577881
	Iteration 42Q: 3 clusters Score -1.684321e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 145230 members 
Entering Unmasked Estep 
Score: -16843218.000000 Penalty: 3871.577881
	Iteration 43Q: 3 clusters Score -1.684322e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 145367 members 
Entering Unmasked Estep 
Score: -16843228.000000 Penalty: 3871.577881
	Iteration 44Q: 3 clusters Score -1.684323e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 145469 members 
Entering Unmasked Estep 
Score: -16843268.000000 Penalty: 3871.577881
	Iteration 45Q: 3 clusters Score -1.684327e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 145547 members 
Entering Unmasked Estep 
Score: -16843288.000000 Penalty: 3871.577881
	Iteration 46Q: 3 clusters Score -1.684329e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 145615 members 
Entering Unmasked Estep 
Score: -16843296.000000 Penalty: 3871.577881
	Iteration 47Q: 3 clusters Score -1.68433e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 145689 members 
Entering Unmasked Estep 
Score: -16843318.000000 Penalty: 3871.577881
	Iteration 48Q: 3 clusters Score -1.684332e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 145752 members 
Entering Unmasked Estep 
Score: -16843306.000000 Penalty: 3871.577881
	Iteration 49Q: 3 clusters Score -1.684331e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 145810 members 
Entering Unmasked Estep 
Score: -16843310.000000 Penalty: 3871.577881
	Iteration 50Q: 3 clusters Score -1.684331e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 145865 members 
Entering Unmasked Estep 
Score: -16843310.000000 Penalty: 3871.577881
	Iteration 51Q: 3 clusters Score -1.684331e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 145917 members 
Entering Unmasked Estep 
Score: -16843304.000000 Penalty: 3871.577881
	Iteration 52Q: 3 clusters Score -1.68433e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 145960 members 
Entering Unmasked Estep 
Score: -16843294.000000 Penalty: 3871.577881
	Iteration 53Q: 3 clusters Score -1.684329e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 145997 members 
Entering Unmasked Estep 
Score: -16843306.000000 Penalty: 3871.577881
	Iteration 54Q: 3 clusters Score -1.684331e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 146032 members 
Entering Unmasked Estep 
Score: -16843326.000000 Penalty: 3871.577881
	Iteration 55Q: 3 clusters Score -1.684333e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 146061 members 
Entering Unmasked Estep 
Score: -16843332.000000 Penalty: 3871.577881
	Iteration 56Q: 3 clusters Score -1.684333e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 146082 members 
Entering Unmasked Estep 
Score: -16843332.000000 Penalty: 3871.577881
	Iteration 57Q: 3 clusters Score -1.684333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 146096 members 
Entering Unmasked Estep 
Score: -16843326.000000 Penalty: 3871.577881
	Iteration 58Q: 3 clusters Score -1.684333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 146106 members 
Entering Unmasked Estep 
Score: -16843336.000000 Penalty: 3871.577881
	Iteration 59Q: 3 clusters Score -1.684334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 146115 members 
Entering Unmasked Estep 
Score: -16843338.000000 Penalty: 3871.577881
	Iteration 60F: 3 clusters Score -1.684334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 146127 members 
Entering Unmasked Estep 
Score: -16843340.000000 Penalty: 3871.577881
	Iteration 61Q: 3 clusters Score -1.684334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 146134 members 
Entering Unmasked Estep 
Score: -16843342.000000 Penalty: 3871.577881
	Iteration 62Q: 3 clusters Score -1.684334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 146139 members 
Entering Unmasked Estep 
Score: -16843342.000000 Penalty: 3871.577881
	Iteration 63Q: 3 clusters Score -1.684334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 146146 members 
Entering Unmasked Estep 
Score: -16843350.000000 Penalty: 3871.577881
	Iteration 64Q: 3 clusters Score -1.684335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 146147 members 
Entering Unmasked Estep 
Score: -16843346.000000 Penalty: 3871.577881
	Iteration 65Q: 3 clusters Score -1.684335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 146151 members 
Entering Unmasked Estep 
Score: -16843346.000000 Penalty: 3871.577881
	Iteration 66Q: 3 clusters Score -1.684335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 146155 members 
Entering Unmasked Estep 
Score: -16843360.000000 Penalty: 3871.577881
	Iteration 67Q: 3 clusters Score -1.684336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 146159 members 
Entering Unmasked Estep 
Score: -16843362.000000 Penalty: 3871.577881
	Iteration 68Q: 3 clusters Score -1.684336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 146163 members 
Entering Unmasked Estep 
Score: -16843354.000000 Penalty: 3871.577881
	Iteration 69Q: 3 clusters Score -1.684335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 146165 members 
Entering Unmasked Estep 
Score: -16843350.000000 Penalty: 3871.577881
	Iteration 70Q: 3 clusters Score -1.684335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 146166 members 
Entering Unmasked Estep 
Score: -16843354.000000 Penalty: 3871.577881
	Iteration 71Q: 3 clusters Score -1.684335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 146167 members 
Entering Unmasked Estep 
Score: -16843354.000000 Penalty: 3871.577881
	Iteration 72Q: 3 clusters Score -1.684335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 146167 members 
Entering Unmasked Estep 
Score: -16843354.000000 Penalty: 3871.577881
	Iteration 73F: 3 clusters Score -1.684335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Entering Unmasked Estep 
Score: -4248588.500000 Penalty: 1715.573242
	Iteration 0F: 2 clusters Score -4248588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4222986.500000 Penalty: 3431.146484
	Iteration 0F: 3 clusters Score -4222986 nChanged 17761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -4233246.500000 Penalty: 3431.146484
	Iteration 1F: 3 clusters Score -4233246 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -4234137.000000 Penalty: 3431.146484
	Iteration 2Q: 3 clusters Score -4234137 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -4235376.500000 Penalty: 3431.146484
	Iteration 3F: 3 clusters Score -4235376 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -4236981.500000 Penalty: 3431.146484
	Iteration 4F: 3 clusters Score -4236982 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -4238664.500000 Penalty: 3431.146484
	Iteration 5F: 3 clusters Score -4238664 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -4240146.000000 Penalty: 3431.146484
	Iteration 6F: 3 clusters Score -4240146 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -4241345.000000 Penalty: 3431.146484
	Iteration 7F: 3 clusters Score -4241345 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -4242198.000000 Penalty: 3431.146484
	Iteration 8Q: 3 clusters Score -4242198 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -4242708.500000 Penalty: 3431.146484
	Iteration 9Q: 3 clusters Score -4242708 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -4243082.500000 Penalty: 3431.146484
	Iteration 10Q: 3 clusters Score -4243082 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4243350.000000 Penalty: 3431.146484
	Iteration 11Q: 3 clusters Score -4243350 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -4243540.000000 Penalty: 3431.146484
	Iteration 12Q: 3 clusters Score -4243540 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -4243699.500000 Penalty: 3431.146484
	Iteration 13Q: 3 clusters Score -4243700 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -4243851.000000 Penalty: 3431.146484
	Iteration 14Q: 3 clusters Score -4243851 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -4244008.500000 Penalty: 3431.146484
	Iteration 15Q: 3 clusters Score -4244008 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -4244133.500000 Penalty: 3431.146484
	Iteration 16Q: 3 clusters Score -4244134 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4244262.500000 Penalty: 3431.146484
	Iteration 17Q: 3 clusters Score -4244262 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -4244386.500000 Penalty: 3431.146484
	Iteration 18Q: 3 clusters Score -4244386 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -4244533.000000 Penalty: 3431.146484
	Iteration 19Q: 3 clusters Score -4244533 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -4244698.000000 Penalty: 3431.146484
	Iteration 20F: 3 clusters Score -4244698 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -4244859.000000 Penalty: 3431.146484
	Iteration 21Q: 3 clusters Score -4244859 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -4245027.000000 Penalty: 3431.146484
	Iteration 22Q: 3 clusters Score -4245027 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -4245197.500000 Penalty: 3431.146484
	Iteration 23Q: 3 clusters Score -4245198 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -4245363.000000 Penalty: 3431.146484
	Iteration 24Q: 3 clusters Score -4245363 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4245542.000000 Penalty: 3431.146484
	Iteration 25Q: 3 clusters Score -4245542 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -4245721.500000 Penalty: 3431.146484
	Iteration 26Q: 3 clusters Score -4245722 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -4245859.000000 Penalty: 3431.146484
	Iteration 27Q: 3 clusters Score -4245859 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4245991.500000 Penalty: 3431.146484
	Iteration 28Q: 3 clusters Score -4245992 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -4246108.000000 Penalty: 3431.146484
	Iteration 29Q: 3 clusters Score -4246108 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -4246206.000000 Penalty: 3431.146484
	Iteration 30Q: 3 clusters Score -4246206 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -4246318.500000 Penalty: 3431.146484
	Iteration 31Q: 3 clusters Score -4246318 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -4246403.000000 Penalty: 3431.146484
	Iteration 32Q: 3 clusters Score -4246403 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -4246513.000000 Penalty: 3431.146484
	Iteration 33Q: 3 clusters Score -4246513 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -4246581.500000 Penalty: 3431.146484
	Iteration 34Q: 3 clusters Score -4246582 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4246659.000000 Penalty: 3431.146484
	Iteration 35Q: 3 clusters Score -4246659 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -4246740.500000 Penalty: 3431.146484
	Iteration 36Q: 3 clusters Score -4246740 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -4246821.000000 Penalty: 3431.146484
	Iteration 37Q: 3 clusters Score -4246821 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -4246872.500000 Penalty: 3431.146484
	Iteration 38Q: 3 clusters Score -4246872 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -4246919.500000 Penalty: 3431.146484
	Iteration 39Q: 3 clusters Score -4246920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -4246958.500000 Penalty: 3431.146484
	Iteration 40F: 3 clusters Score -4246958 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -4247003.500000 Penalty: 3431.146484
	Iteration 41Q: 3 clusters Score -4247004 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -4247065.500000 Penalty: 3431.146484
	Iteration 42Q: 3 clusters Score -4247066 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -4247117.500000 Penalty: 3431.146484
	Iteration 43Q: 3 clusters Score -4247118 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -4247156.500000 Penalty: 3431.146484
	Iteration 44Q: 3 clusters Score -4247156 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -4247197.000000 Penalty: 3431.146484
	Iteration 45Q: 3 clusters Score -4247197 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -4247221.000000 Penalty: 3431.146484
	Iteration 46Q: 3 clusters Score -4247221 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -4247257.500000 Penalty: 3431.146484
	Iteration 47Q: 3 clusters Score -4247258 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -4247274.000000 Penalty: 3431.146484
	Iteration 48Q: 3 clusters Score -4247274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -4247302.000000 Penalty: 3431.146484
	Iteration 49Q: 3 clusters Score -4247302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -4247331.500000 Penalty: 3431.146484
	Iteration 50Q: 3 clusters Score -4247332 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -4247357.000000 Penalty: 3431.146484
	Iteration 51Q: 3 clusters Score -4247357 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4247380.500000 Penalty: 3431.146484
	Iteration 52Q: 3 clusters Score -4247380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -4247413.500000 Penalty: 3431.146484
	Iteration 53Q: 3 clusters Score -4247414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -4247425.500000 Penalty: 3431.146484
	Iteration 54Q: 3 clusters Score -4247426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -4247442.500000 Penalty: 3431.146484
	Iteration 55Q: 3 clusters Score -4247442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -4247460.000000 Penalty: 3431.146484
	Iteration 56Q: 3 clusters Score -4247460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -4247473.000000 Penalty: 3431.146484
	Iteration 57Q: 3 clusters Score -4247473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -4247488.500000 Penalty: 3431.146484
	Iteration 58Q: 3 clusters Score -4247488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -4247501.500000 Penalty: 3431.146484
	Iteration 59Q: 3 clusters Score -4247502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -4247514.500000 Penalty: 3431.146484
	Iteration 60F: 3 clusters Score -4247514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -4247530.500000 Penalty: 3431.146484
	Iteration 61Q: 3 clusters Score -4247530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -4247542.500000 Penalty: 3431.146484
	Iteration 62Q: 3 clusters Score -4247542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -4247554.000000 Penalty: 3431.146484
	Iteration 63Q: 3 clusters Score -4247554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4247565.500000 Penalty: 3431.146484
	Iteration 64Q: 3 clusters Score -4247566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -4247584.000000 Penalty: 3431.146484
	Iteration 65Q: 3 clusters Score -4247584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -4247591.000000 Penalty: 3431.146484
	Iteration 66Q: 3 clusters Score -4247591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -4247605.000000 Penalty: 3431.146484
	Iteration 67Q: 3 clusters Score -4247605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -4247614.000000 Penalty: 3431.146484
	Iteration 68Q: 3 clusters Score -4247614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4247620.000000 Penalty: 3431.146484
	Iteration 69Q: 3 clusters Score -4247620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4247625.500000 Penalty: 3431.146484
	Iteration 70Q: 3 clusters Score -4247626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -4247626.000000 Penalty: 3431.146484
	Iteration 71Q: 3 clusters Score -4247626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -4247627.000000 Penalty: 3431.146484
	Iteration 72Q: 3 clusters Score -4247627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -4247636.000000 Penalty: 3431.146484
	Iteration 73Q: 3 clusters Score -4247636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -4247640.000000 Penalty: 3431.146484
	Iteration 74Q: 3 clusters Score -4247640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -4247643.500000 Penalty: 3431.146484
	Iteration 75Q: 3 clusters Score -4247644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -4247647.000000 Penalty: 3431.146484
	Iteration 76Q: 3 clusters Score -4247647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -4247658.500000 Penalty: 3431.146484
	Iteration 77Q: 3 clusters Score -4247658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -4247663.500000 Penalty: 3431.146484
	Iteration 78Q: 3 clusters Score -4247664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -4247670.000000 Penalty: 3431.146484
	Iteration 79Q: 3 clusters Score -4247670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -4247669.500000 Penalty: 3431.146484
	Iteration 80F: 3 clusters Score -4247670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -4247673.000000 Penalty: 3431.146484
	Iteration 81Q: 3 clusters Score -4247673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -4247681.000000 Penalty: 3431.146484
	Iteration 82Q: 3 clusters Score -4247681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -4247683.000000 Penalty: 3431.146484
	Iteration 83Q: 3 clusters Score -4247683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -4247690.000000 Penalty: 3431.146484
	Iteration 84Q: 3 clusters Score -4247690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -4247693.000000 Penalty: 3431.146484
	Iteration 85Q: 3 clusters Score -4247693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -4247695.000000 Penalty: 3431.146484
	Iteration 86Q: 3 clusters Score -4247695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -4247697.000000 Penalty: 3431.146484
	Iteration 87Q: 3 clusters Score -4247697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -4247697.000000 Penalty: 3431.146484
	Iteration 88F: 3 clusters Score -4247697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -91179.226562 Penalty: 1106.289429
	Iteration 0F: 2 clusters Score -91179.23 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 449 members 
Entering Unmasked Estep 
Score: -89904.570312 Penalty: 2212.578857
	Iteration 0F: 3 clusters Score -89904.57 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90306.718750 Penalty: 2212.578857
	Iteration 1F: 3 clusters Score -90306.72 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -90473.703125 Penalty: 2212.578857
	Iteration 2F: 3 clusters Score -90473.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -90580.328125 Penalty: 2212.578857
	Iteration 3F: 3 clusters Score -90580.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -90675.968750 Penalty: 2212.578857
	Iteration 4F: 3 clusters Score -90675.97 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -90735.343750 Penalty: 2212.578857
	Iteration 5Q: 3 clusters Score -90735.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -90779.734375 Penalty: 2212.578857
	Iteration 6Q: 3 clusters Score -90779.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -90846.515625 Penalty: 2212.578857
	Iteration 7Q: 3 clusters Score -90846.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -90879.359375 Penalty: 2212.578857
	Iteration 8Q: 3 clusters Score -90879.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -90936.695312 Penalty: 2212.578857
	Iteration 9Q: 3 clusters Score -90936.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -90995.609375 Penalty: 2212.578857
	Iteration 10Q: 3 clusters Score -90995.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -91024.929688 Penalty: 2212.578857
	Iteration 11Q: 3 clusters Score -91024.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -91042.710938 Penalty: 2212.578857
	Iteration 12Q: 3 clusters Score -91042.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -91056.468750 Penalty: 2212.578857
	Iteration 13Q: 3 clusters Score -91056.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -91070.906250 Penalty: 2212.578857
	Iteration 14Q: 3 clusters Score -91070.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -91083.242188 Penalty: 2212.578857
	Iteration 15Q: 3 clusters Score -91083.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -91095.039062 Penalty: 2212.578857
	Iteration 16Q: 3 clusters Score -91095.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -91108.453125 Penalty: 2212.578857
	Iteration 17Q: 3 clusters Score -91108.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -91125.539062 Penalty: 2212.578857
	Iteration 18Q: 3 clusters Score -91125.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -91142.289062 Penalty: 2212.578857
	Iteration 19Q: 3 clusters Score -91142.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -91160.546875 Penalty: 2212.578857
	Iteration 20F: 3 clusters Score -91160.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -91193.460938 Penalty: 2212.578857
	Iteration 21Q: 3 clusters Score -91193.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -91213.515625 Penalty: 2212.578857
	Iteration 22Q: 3 clusters Score -91213.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -91236.273438 Penalty: 2212.578857
	Iteration 23Q: 3 clusters Score -91236.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -91239.164062 Penalty: 2212.578857
	Iteration 24Q: 3 clusters Score -91239.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -91240.007812 Penalty: 2212.578857
	Iteration 25Q: 3 clusters Score -91240.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -91240.007812 Penalty: 2212.578857
	Iteration 26F: 3 clusters Score -91240.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 9819 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 149126 members 
Mstep: Class 8 contains 38460 members 
Mstep: Class 9 contains 169 members 
Mstep: Class 10 contains 15622 members 
Mstep: Class 11 contains 3379 members 
Mstep: Class 12 contains 92170 members 
Mstep: Class 13 contains 104847 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 15690 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 146504 members 
Mstep: Class 18 contains 3052 members 
Mstep: Class 19 contains 135275 members 
Mstep: Class 20 contains 10423 members 
Mstep: Class 21 contains 94729 members 
Mstep: Class 22 contains 10728 members 
Mstep: Class 23 contains 736 members 
Entering Unmasked Estep 
Score: -102097480.000000 Penalty: 51286.125000
Splitting cluster 9 changes total score from -102098784.000000 to -102097480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (15622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Entering Unmasked Estep 
Score: -1734069.875000 Penalty: 1569.170654
	Iteration 0F: 2 clusters Score -1734070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1723298.750000 Penalty: 3138.341309
	Iteration 0F: 3 clusters Score -1723299 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1727140.625000 Penalty: 3138.341309
	Iteration 1F: 3 clusters Score -1727141 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1727375.250000 Penalty: 3138.341309
	Iteration 2Q: 3 clusters Score -1727375 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1727547.750000 Penalty: 3138.341309
	Iteration 3Q: 3 clusters Score -1727548 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1727724.250000 Penalty: 3138.341309
	Iteration 4Q: 3 clusters Score -1727724 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1727878.375000 Penalty: 3138.341309
	Iteration 5Q: 3 clusters Score -1727878 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1728072.000000 Penalty: 3138.341309
	Iteration 6Q: 3 clusters Score -1728072 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1728355.500000 Penalty: 3138.341309
	Iteration 7Q: 3 clusters Score -1728356 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1728792.125000 Penalty: 3138.341309
	Iteration 8Q: 3 clusters Score -1728792 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1729421.750000 Penalty: 3138.341309
	Iteration 9F: 3 clusters Score -1729422 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1730211.750000 Penalty: 3138.341309
	Iteration 10F: 3 clusters Score -1730212 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1731138.250000 Penalty: 3138.341309
	Iteration 11F: 3 clusters Score -1731138 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1731883.125000 Penalty: 3138.341309
	Iteration 12Q: 3 clusters Score -1731883 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1732398.375000 Penalty: 3138.341309
	Iteration 13Q: 3 clusters Score -1732398 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1732666.750000 Penalty: 3138.341309
	Iteration 14Q: 3 clusters Score -1732667 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1732789.500000 Penalty: 3138.341309
	Iteration 15Q: 3 clusters Score -1732790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1732836.625000 Penalty: 3138.341309
	Iteration 16Q: 3 clusters Score -1732837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1732852.875000 Penalty: 3138.341309
	Iteration 17Q: 3 clusters Score -1732853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1732866.625000 Penalty: 3138.341309
	Iteration 18Q: 3 clusters Score -1732867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1732876.125000 Penalty: 3138.341309
	Iteration 19Q: 3 clusters Score -1732876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1732886.125000 Penalty: 3138.341309
	Iteration 20F: 3 clusters Score -1732886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1732890.750000 Penalty: 3138.341309
	Iteration 21Q: 3 clusters Score -1732891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1732890.250000 Penalty: 3138.341309
	Iteration 22Q: 3 clusters Score -1732890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1732890.250000 Penalty: 3138.341309
	Iteration 23F: 3 clusters Score -1732890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -392542.781250 Penalty: 1320.366943
	Iteration 0F: 2 clusters Score -392542.8 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 1682 members 
Entering Unmasked Estep 
Score: -389565.968750 Penalty: 2640.733887
	Iteration 0F: 3 clusters Score -389566 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -390231.375000 Penalty: 2640.733887
	Iteration 1F: 3 clusters Score -390231.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -390379.875000 Penalty: 2640.733887
	Iteration 2F: 3 clusters Score -390379.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -390506.062500 Penalty: 2640.733887
	Iteration 3F: 3 clusters Score -390506.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -390620.187500 Penalty: 2640.733887
	Iteration 4F: 3 clusters Score -390620.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -390731.531250 Penalty: 2640.733887
	Iteration 5Q: 3 clusters Score -390731.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -390845.656250 Penalty: 2640.733887
	Iteration 6Q: 3 clusters Score -390845.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -390946.562500 Penalty: 2640.733887
	Iteration 7Q: 3 clusters Score -390946.6 nChanged 111
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: -391018.250000 Penalty: 2640.733887
	Iteration 8Q: 3 clusters Score -391018.2 nChanged 97
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: -391079.875000 Penalty: 2640.733887
	Iteration 9Q: 3 clusters Score -391079.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -391154.218750 Penalty: 2640.733887
	Iteration 10Q: 3 clusters Score -391154.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -391217.906250 Penalty: 2640.733887
	Iteration 11Q: 3 clusters Score -391217.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -391268.531250 Penalty: 2640.733887
	Iteration 12Q: 3 clusters Score -391268.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -391310.625000 Penalty: 2640.733887
	Iteration 13Q: 3 clusters Score -391310.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -391348.843750 Penalty: 2640.733887
	Iteration 14Q: 3 clusters Score -391348.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -391375.687500 Penalty: 2640.733887
	Iteration 15Q: 3 clusters Score -391375.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -391394.593750 Penalty: 2640.733887
	Iteration 16Q: 3 clusters Score -391394.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -391407.781250 Penalty: 2640.733887
	Iteration 17Q: 3 clusters Score -391407.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -391419.406250 Penalty: 2640.733887
	Iteration 18Q: 3 clusters Score -391419.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -391430.812500 Penalty: 2640.733887
	Iteration 19Q: 3 clusters Score -391430.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -391445.093750 Penalty: 2640.733887
	Iteration 20F: 3 clusters Score -391445.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -391459.500000 Penalty: 2640.733887
	Iteration 21Q: 3 clusters Score -391459.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -391471.125000 Penalty: 2640.733887
	Iteration 22Q: 3 clusters Score -391471.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -391480.468750 Penalty: 2640.733887
	Iteration 23Q: 3 clusters Score -391480.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -391487.625000 Penalty: 2640.733887
	Iteration 24Q: 3 clusters Score -391487.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -391492.312500 Penalty: 2640.733887
	Iteration 25Q: 3 clusters Score -391492.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -391496.062500 Penalty: 2640.733887
	Iteration 26Q: 3 clusters Score -391496.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -391500.656250 Penalty: 2640.733887
	Iteration 27Q: 3 clusters Score -391500.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -391507.718750 Penalty: 2640.733887
	Iteration 28Q: 3 clusters Score -391507.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -391514.968750 Penalty: 2640.733887
	Iteration 29Q: 3 clusters Score -391515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -391518.406250 Penalty: 2640.733887
	Iteration 30Q: 3 clusters Score -391518.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -391519.375000 Penalty: 2640.733887
	Iteration 31Q: 3 clusters Score -391519.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -391520.343750 Penalty: 2640.733887
	Iteration 32Q: 3 clusters Score -391520.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -391520.750000 Penalty: 2640.733887
	Iteration 33Q: 3 clusters Score -391520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -391521.531250 Penalty: 2640.733887
	Iteration 34Q: 3 clusters Score -391521.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -391521.531250 Penalty: 2640.733887
	Iteration 35F: 3 clusters Score -391521.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (92170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92170 members 
Entering Unmasked Estep 
Score: -10634004.000000 Penalty: 1857.600830
	Iteration 0F: 2 clusters Score -1.0634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -10573739.000000 Penalty: 3715.201660
	Iteration 0F: 3 clusters Score -1.057374e+07 nChanged 44052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -10599464.000000 Penalty: 3715.201660
	Iteration 1F: 3 clusters Score -1.059946e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -10600161.000000 Penalty: 3715.201660
	Iteration 2Q: 3 clusters Score -1.060016e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -10601091.000000 Penalty: 3715.201660
	Iteration 3Q: 3 clusters Score -1.060109e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -10602382.000000 Penalty: 3715.201660
	Iteration 4Q: 3 clusters Score -1.060238e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -10604171.000000 Penalty: 3715.201660
	Iteration 5Q: 3 clusters Score -1.060417e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -10606816.000000 Penalty: 3715.201660
	Iteration 6F: 3 clusters Score -1.060682e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -10610338.000000 Penalty: 3715.201660
	Iteration 7F: 3 clusters Score -1.061034e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -10614476.000000 Penalty: 3715.201660
	Iteration 8F: 3 clusters Score -1.061448e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -10618844.000000 Penalty: 3715.201660
	Iteration 9F: 3 clusters Score -1.061884e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76757 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -10622619.000000 Penalty: 3715.201660
	Iteration 10F: 3 clusters Score -1.062262e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -10625448.000000 Penalty: 3715.201660
	Iteration 11Q: 3 clusters Score -1.062545e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -10627255.000000 Penalty: 3715.201660
	Iteration 12Q: 3 clusters Score -1.062726e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -10628468.000000 Penalty: 3715.201660
	Iteration 13Q: 3 clusters Score -1.062847e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84972 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -10629235.000000 Penalty: 3715.201660
	Iteration 14Q: 3 clusters Score -1.062924e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86034 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -10629841.000000 Penalty: 3715.201660
	Iteration 15Q: 3 clusters Score -1.062984e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86942 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -10630362.000000 Penalty: 3715.201660
	Iteration 16Q: 3 clusters Score -1.063036e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -10630784.000000 Penalty: 3715.201660
	Iteration 17Q: 3 clusters Score -1.063078e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -10631209.000000 Penalty: 3715.201660
	Iteration 18Q: 3 clusters Score -1.063121e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -10631502.000000 Penalty: 3715.201660
	Iteration 19Q: 3 clusters Score -1.06315e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -10631751.000000 Penalty: 3715.201660
	Iteration 20F: 3 clusters Score -1.063175e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89677 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -10631928.000000 Penalty: 3715.201660
	Iteration 21Q: 3 clusters Score -1.063193e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -10632110.000000 Penalty: 3715.201660
	Iteration 22Q: 3 clusters Score -1.063211e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90215 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -10632265.000000 Penalty: 3715.201660
	Iteration 23Q: 3 clusters Score -1.063226e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90418 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -10632365.000000 Penalty: 3715.201660
	Iteration 24Q: 3 clusters Score -1.063236e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90564 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -10632447.000000 Penalty: 3715.201660
	Iteration 25Q: 3 clusters Score -1.063245e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90696 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10632555.000000 Penalty: 3715.201660
	Iteration 26Q: 3 clusters Score -1.063256e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90790 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -10632629.000000 Penalty: 3715.201660
	Iteration 27Q: 3 clusters Score -1.063263e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90879 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -10632706.000000 Penalty: 3715.201660
	Iteration 28Q: 3 clusters Score -1.063271e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90962 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -10632758.000000 Penalty: 3715.201660
	Iteration 29Q: 3 clusters Score -1.063276e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -10632789.000000 Penalty: 3715.201660
	Iteration 30Q: 3 clusters Score -1.063279e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91043 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -10632818.000000 Penalty: 3715.201660
	Iteration 31Q: 3 clusters Score -1.063282e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10632826.000000 Penalty: 3715.201660
	Iteration 32Q: 3 clusters Score -1.063283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -10632823.000000 Penalty: 3715.201660
	Iteration 33Q: 3 clusters Score -1.063282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91104 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -10632825.000000 Penalty: 3715.201660
	Iteration 34Q: 3 clusters Score -1.063282e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10632836.000000 Penalty: 3715.201660
	Iteration 35Q: 3 clusters Score -1.063284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10632844.000000 Penalty: 3715.201660
	Iteration 36Q: 3 clusters Score -1.063284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91130 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -10632853.000000 Penalty: 3715.201660
	Iteration 37Q: 3 clusters Score -1.063285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10632858.000000 Penalty: 3715.201660
	Iteration 38Q: 3 clusters Score -1.063286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10632856.000000 Penalty: 3715.201660
	Iteration 39Q: 3 clusters Score -1.063286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91133 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -10632857.000000 Penalty: 3715.201660
	Iteration 40F: 3 clusters Score -1.063286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91138 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10632874.000000 Penalty: 3715.201660
	Iteration 41Q: 3 clusters Score -1.063287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91147 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10632869.000000 Penalty: 3715.201660
	Iteration 42Q: 3 clusters Score -1.063287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10632870.000000 Penalty: 3715.201660
	Iteration 43Q: 3 clusters Score -1.063287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91164 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -10632885.000000 Penalty: 3715.201660
	Iteration 44Q: 3 clusters Score -1.063288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91172 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10632894.000000 Penalty: 3715.201660
	Iteration 45Q: 3 clusters Score -1.063289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91179 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -10632895.000000 Penalty: 3715.201660
	Iteration 46Q: 3 clusters Score -1.06329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10632902.000000 Penalty: 3715.201660
	Iteration 47Q: 3 clusters Score -1.06329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -10632898.000000 Penalty: 3715.201660
	Iteration 48Q: 3 clusters Score -1.06329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10632888.000000 Penalty: 3715.201660
	Iteration 49Q: 3 clusters Score -1.063289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91186 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10632902.000000 Penalty: 3715.201660
	Iteration 50Q: 3 clusters Score -1.06329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10632905.000000 Penalty: 3715.201660
	Iteration 51Q: 3 clusters Score -1.06329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10632907.000000 Penalty: 3715.201660
	Iteration 52Q: 3 clusters Score -1.063291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10632915.000000 Penalty: 3715.201660
	Iteration 53Q: 3 clusters Score -1.063292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10632903.000000 Penalty: 3715.201660
	Iteration 54Q: 3 clusters Score -1.06329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91194 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10632912.000000 Penalty: 3715.201660
	Iteration 55Q: 3 clusters Score -1.063291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10632910.000000 Penalty: 3715.201660
	Iteration 56Q: 3 clusters Score -1.063291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10632910.000000 Penalty: 3715.201660
	Iteration 57F: 3 clusters Score -1.063291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (104847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104847 members 
Entering Unmasked Estep 
Score: -12133712.000000 Penalty: 1878.541748
	Iteration 0F: 2 clusters Score -1.213371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -12065428.000000 Penalty: 3757.083496
	Iteration 0F: 3 clusters Score -1.206543e+07 nChanged 50218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -12094096.000000 Penalty: 3757.083496
	Iteration 1F: 3 clusters Score -1.20941e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -12094821.000000 Penalty: 3757.083496
	Iteration 2Q: 3 clusters Score -1.209482e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -12096009.000000 Penalty: 3757.083496
	Iteration 3Q: 3 clusters Score -1.209601e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -12098052.000000 Penalty: 3757.083496
	Iteration 4Q: 3 clusters Score -1.209805e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -12101632.000000 Penalty: 3757.083496
	Iteration 5F: 3 clusters Score -1.210163e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -12107188.000000 Penalty: 3757.083496
	Iteration 6F: 3 clusters Score -1.210719e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -12114411.000000 Penalty: 3757.083496
	Iteration 7F: 3 clusters Score -1.211441e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -12121475.000000 Penalty: 3757.083496
	Iteration 8F: 3 clusters Score -1.212148e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92084 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -12127390.000000 Penalty: 3757.083496
	Iteration 9Q: 3 clusters Score -1.212739e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -12131159.000000 Penalty: 3757.083496
	Iteration 10Q: 3 clusters Score -1.213116e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -12132509.000000 Penalty: 3757.083496
	Iteration 11Q: 3 clusters Score -1.213251e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93919 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -12132941.000000 Penalty: 3757.083496
	Iteration 12Q: 3 clusters Score -1.213294e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -12133153.000000 Penalty: 3757.083496
	Iteration 13Q: 3 clusters Score -1.213315e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94452 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -12133268.000000 Penalty: 3757.083496
	Iteration 14Q: 3 clusters Score -1.213327e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94722 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -12133348.000000 Penalty: 3757.083496
	Iteration 15Q: 3 clusters Score -1.213335e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -12133374.000000 Penalty: 3757.083496
	Iteration 16Q: 3 clusters Score -1.213337e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -12133325.000000 Penalty: 3757.083496
	Iteration 17Q: 3 clusters Score -1.213332e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -12133296.000000 Penalty: 3757.083496
	Iteration 18Q: 3 clusters Score -1.21333e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -12133283.000000 Penalty: 3757.083496
	Iteration 19Q: 3 clusters Score -1.213328e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -12133305.000000 Penalty: 3757.083496
	Iteration 20F: 3 clusters Score -1.21333e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95762 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -12133290.000000 Penalty: 3757.083496
	Iteration 21Q: 3 clusters Score -1.213329e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95891 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -12133286.000000 Penalty: 3757.083496
	Iteration 22Q: 3 clusters Score -1.213329e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96011 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -12133258.000000 Penalty: 3757.083496
	Iteration 23Q: 3 clusters Score -1.213326e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -12133251.000000 Penalty: 3757.083496
	Iteration 24Q: 3 clusters Score -1.213325e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96249 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -12133227.000000 Penalty: 3757.083496
	Iteration 25Q: 3 clusters Score -1.213323e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -12133202.000000 Penalty: 3757.083496
	Iteration 26Q: 3 clusters Score -1.21332e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -12133188.000000 Penalty: 3757.083496
	Iteration 27Q: 3 clusters Score -1.213319e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96592 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -12133179.000000 Penalty: 3757.083496
	Iteration 28Q: 3 clusters Score -1.213318e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96707 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -12133162.000000 Penalty: 3757.083496
	Iteration 29Q: 3 clusters Score -1.213316e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -12133160.000000 Penalty: 3757.083496
	Iteration 30Q: 3 clusters Score -1.213316e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96928 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -12133184.000000 Penalty: 3757.083496
	Iteration 31Q: 3 clusters Score -1.213318e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -12133157.000000 Penalty: 3757.083496
	Iteration 32Q: 3 clusters Score -1.213316e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97131 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -12133132.000000 Penalty: 3757.083496
	Iteration 33Q: 3 clusters Score -1.213313e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -12133128.000000 Penalty: 3757.083496
	Iteration 34Q: 3 clusters Score -1.213313e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97362 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -12133121.000000 Penalty: 3757.083496
	Iteration 35Q: 3 clusters Score -1.213312e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97487 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -12133104.000000 Penalty: 3757.083496
	Iteration 36Q: 3 clusters Score -1.21331e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97617 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -12133143.000000 Penalty: 3757.083496
	Iteration 37Q: 3 clusters Score -1.213314e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97742 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -12133133.000000 Penalty: 3757.083496
	Iteration 38Q: 3 clusters Score -1.213313e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97845 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -12133120.000000 Penalty: 3757.083496
	Iteration 39Q: 3 clusters Score -1.213312e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -12133109.000000 Penalty: 3757.083496
	Iteration 40F: 3 clusters Score -1.213311e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -12133091.000000 Penalty: 3757.083496
	Iteration 41Q: 3 clusters Score -1.213309e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98164 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -12133098.000000 Penalty: 3757.083496
	Iteration 42Q: 3 clusters Score -1.21331e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98294 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -12133081.000000 Penalty: 3757.083496
	Iteration 43Q: 3 clusters Score -1.213308e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98427 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -12133069.000000 Penalty: 3757.083496
	Iteration 44Q: 3 clusters Score -1.213307e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98554 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -12133066.000000 Penalty: 3757.083496
	Iteration 45Q: 3 clusters Score -1.213307e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -12133052.000000 Penalty: 3757.083496
	Iteration 46Q: 3 clusters Score -1.213305e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98761 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -12133021.000000 Penalty: 3757.083496
	Iteration 47Q: 3 clusters Score -1.213302e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -12133001.000000 Penalty: 3757.083496
	Iteration 48Q: 3 clusters Score -1.2133e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -12132985.000000 Penalty: 3757.083496
	Iteration 49Q: 3 clusters Score -1.213298e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -12132979.000000 Penalty: 3757.083496
	Iteration 50Q: 3 clusters Score -1.213298e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99063 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -12132992.000000 Penalty: 3757.083496
	Iteration 51Q: 3 clusters Score -1.213299e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99128 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -12133021.000000 Penalty: 3757.083496
	Iteration 52Q: 3 clusters Score -1.213302e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99196 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -12133012.000000 Penalty: 3757.083496
	Iteration 53Q: 3 clusters Score -1.213301e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99253 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -12132961.000000 Penalty: 3757.083496
	Iteration 54Q: 3 clusters Score -1.213296e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99306 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -12132929.000000 Penalty: 3757.083496
	Iteration 55Q: 3 clusters Score -1.213293e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99361 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -12132939.000000 Penalty: 3757.083496
	Iteration 56Q: 3 clusters Score -1.213294e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99422 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -12132938.000000 Penalty: 3757.083496
	Iteration 57Q: 3 clusters Score -1.213294e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99485 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -12132930.000000 Penalty: 3757.083496
	Iteration 58Q: 3 clusters Score -1.213293e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99543 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -12132928.000000 Penalty: 3757.083496
	Iteration 59Q: 3 clusters Score -1.213293e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -12132910.000000 Penalty: 3757.083496
	Iteration 60F: 3 clusters Score -1.213291e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -12132909.000000 Penalty: 3757.083496
	Iteration 61Q: 3 clusters Score -1.213291e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99691 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -12132882.000000 Penalty: 3757.083496
	Iteration 62Q: 3 clusters Score -1.213288e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99730 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -12132892.000000 Penalty: 3757.083496
	Iteration 63Q: 3 clusters Score -1.213289e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99769 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -12132886.000000 Penalty: 3757.083496
	Iteration 64Q: 3 clusters Score -1.213289e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99800 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -12132887.000000 Penalty: 3757.083496
	Iteration 65Q: 3 clusters Score -1.213289e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99835 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -12132880.000000 Penalty: 3757.083496
	Iteration 66Q: 3 clusters Score -1.213288e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99864 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -12132884.000000 Penalty: 3757.083496
	Iteration 67Q: 3 clusters Score -1.213288e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99909 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -12132871.000000 Penalty: 3757.083496
	Iteration 68Q: 3 clusters Score -1.213287e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -12132864.000000 Penalty: 3757.083496
	Iteration 69Q: 3 clusters Score -1.213286e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99991 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -12132855.000000 Penalty: 3757.083496
	Iteration 70Q: 3 clusters Score -1.213286e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100029 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -12132849.000000 Penalty: 3757.083496
	Iteration 71Q: 3 clusters Score -1.213285e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100063 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -12132846.000000 Penalty: 3757.083496
	Iteration 72Q: 3 clusters Score -1.213285e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100088 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -12132867.000000 Penalty: 3757.083496
	Iteration 73Q: 3 clusters Score -1.213287e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100117 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -12132852.000000 Penalty: 3757.083496
	Iteration 74Q: 3 clusters Score -1.213285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100150 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -12132843.000000 Penalty: 3757.083496
	Iteration 75Q: 3 clusters Score -1.213284e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100190 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -12132821.000000 Penalty: 3757.083496
	Iteration 76Q: 3 clusters Score -1.213282e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100235 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -12132823.000000 Penalty: 3757.083496
	Iteration 77Q: 3 clusters Score -1.213282e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100287 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -12132826.000000 Penalty: 3757.083496
	Iteration 78Q: 3 clusters Score -1.213283e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100329 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -12132807.000000 Penalty: 3757.083496
	Iteration 79Q: 3 clusters Score -1.213281e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100367 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -12132814.000000 Penalty: 3757.083496
	Iteration 80F: 3 clusters Score -1.213281e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100392 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -12132800.000000 Penalty: 3757.083496
	Iteration 81Q: 3 clusters Score -1.21328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100414 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -12132803.000000 Penalty: 3757.083496
	Iteration 82Q: 3 clusters Score -1.21328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100437 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -12132791.000000 Penalty: 3757.083496
	Iteration 83Q: 3 clusters Score -1.213279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100453 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -12132789.000000 Penalty: 3757.083496
	Iteration 84Q: 3 clusters Score -1.213279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -12132791.000000 Penalty: 3757.083496
	Iteration 85Q: 3 clusters Score -1.213279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100483 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -12132798.000000 Penalty: 3757.083496
	Iteration 86Q: 3 clusters Score -1.21328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100503 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -12132801.000000 Penalty: 3757.083496
	Iteration 87Q: 3 clusters Score -1.21328e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100527 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -12132787.000000 Penalty: 3757.083496
	Iteration 88Q: 3 clusters Score -1.213279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100550 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -12132779.000000 Penalty: 3757.083496
	Iteration 89Q: 3 clusters Score -1.213278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100571 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -12132778.000000 Penalty: 3757.083496
	Iteration 90Q: 3 clusters Score -1.213278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -12132780.000000 Penalty: 3757.083496
	Iteration 91Q: 3 clusters Score -1.213278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100618 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -12132779.000000 Penalty: 3757.083496
	Iteration 92Q: 3 clusters Score -1.213278e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -12132777.000000 Penalty: 3757.083496
	Iteration 93Q: 3 clusters Score -1.213278e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -12132783.000000 Penalty: 3757.083496
	Iteration 94Q: 3 clusters Score -1.213278e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100718 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -12132790.000000 Penalty: 3757.083496
	Iteration 95Q: 3 clusters Score -1.213279e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -12132794.000000 Penalty: 3757.083496
	Iteration 96Q: 3 clusters Score -1.213279e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -12132787.000000 Penalty: 3757.083496
	Iteration 97Q: 3 clusters Score -1.213279e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -12132790.000000 Penalty: 3757.083496
	Iteration 98Q: 3 clusters Score -1.213279e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100887 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -12132796.000000 Penalty: 3757.083496
	Iteration 99Q: 3 clusters Score -1.21328e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -12132778.000000 Penalty: 3757.083496
	Iteration 100F: 3 clusters Score -1.213278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100948 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -12132771.000000 Penalty: 3757.083496
	Iteration 101Q: 3 clusters Score -1.213277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100970 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -12132764.000000 Penalty: 3757.083496
	Iteration 102Q: 3 clusters Score -1.213276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100995 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -12132772.000000 Penalty: 3757.083496
	Iteration 103Q: 3 clusters Score -1.213277e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -12132772.000000 Penalty: 3757.083496
	Iteration 104Q: 3 clusters Score -1.213277e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -12132755.000000 Penalty: 3757.083496
	Iteration 105Q: 3 clusters Score -1.213276e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -12132769.000000 Penalty: 3757.083496
	Iteration 106Q: 3 clusters Score -1.213277e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101121 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -12132756.000000 Penalty: 3757.083496
	Iteration 107Q: 3 clusters Score -1.213276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101142 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -12132771.000000 Penalty: 3757.083496
	Iteration 108Q: 3 clusters Score -1.213277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -12132762.000000 Penalty: 3757.083496
	Iteration 109Q: 3 clusters Score -1.213276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -12132762.000000 Penalty: 3757.083496
	Iteration 110Q: 3 clusters Score -1.213276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -12132769.000000 Penalty: 3757.083496
	Iteration 111Q: 3 clusters Score -1.213277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101224 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -12132752.000000 Penalty: 3757.083496
	Iteration 112Q: 3 clusters Score -1.213275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101245 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -12132754.000000 Penalty: 3757.083496
	Iteration 113Q: 3 clusters Score -1.213275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101262 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -12132758.000000 Penalty: 3757.083496
	Iteration 114Q: 3 clusters Score -1.213276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101275 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -12132749.000000 Penalty: 3757.083496
	Iteration 115Q: 3 clusters Score -1.213275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101287 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -12132746.000000 Penalty: 3757.083496
	Iteration 116Q: 3 clusters Score -1.213275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101298 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -12132767.000000 Penalty: 3757.083496
	Iteration 117Q: 3 clusters Score -1.213277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101307 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -12132758.000000 Penalty: 3757.083496
	Iteration 118Q: 3 clusters Score -1.213276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -12132760.000000 Penalty: 3757.083496
	Iteration 119Q: 3 clusters Score -1.213276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -12132768.000000 Penalty: 3757.083496
	Iteration 120F: 3 clusters Score -1.213277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101325 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -12132750.000000 Penalty: 3757.083496
	Iteration 121Q: 3 clusters Score -1.213275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101332 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -12132757.000000 Penalty: 3757.083496
	Iteration 122Q: 3 clusters Score -1.213276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101340 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -12132747.000000 Penalty: 3757.083496
	Iteration 123Q: 3 clusters Score -1.213275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101347 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -12132747.000000 Penalty: 3757.083496
	Iteration 124Q: 3 clusters Score -1.213275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101356 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -12132732.000000 Penalty: 3757.083496
	Iteration 125Q: 3 clusters Score -1.213273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101362 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -12132732.000000 Penalty: 3757.083496
	Iteration 126Q: 3 clusters Score -1.213273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101370 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -12132749.000000 Penalty: 3757.083496
	Iteration 127Q: 3 clusters Score -1.213275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101373 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -12132743.000000 Penalty: 3757.083496
	Iteration 128Q: 3 clusters Score -1.213274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101375 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -12132744.000000 Penalty: 3757.083496
	Iteration 129Q: 3 clusters Score -1.213274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101375 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -12132744.000000 Penalty: 3757.083496
	Iteration 130F: 3 clusters Score -1.213274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -53637.574219 Penalty: 1016.247192
	Iteration 0F: 2 clusters Score -53637.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52570.093750 Penalty: 2032.494385
	Iteration 0F: 3 clusters Score -52570.09 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52755.894531 Penalty: 2032.494385
	Iteration 1F: 3 clusters Score -52755.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52842.660156 Penalty: 2032.494385
	Iteration 2F: 3 clusters Score -52842.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52903.816406 Penalty: 2032.494385
	Iteration 3Q: 3 clusters Score -52903.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52952.378906 Penalty: 2032.494385
	Iteration 4Q: 3 clusters Score -52952.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53001.757812 Penalty: 2032.494385
	Iteration 5Q: 3 clusters Score -53001.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53038.093750 Penalty: 2032.494385
	Iteration 6Q: 3 clusters Score -53038.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53060.835938 Penalty: 2032.494385
	Iteration 7Q: 3 clusters Score -53060.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -53077.761719 Penalty: 2032.494385
	Iteration 8Q: 3 clusters Score -53077.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53112.414062 Penalty: 2032.494385
	Iteration 9Q: 3 clusters Score -53112.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53135.589844 Penalty: 2032.494385
	Iteration 10Q: 3 clusters Score -53135.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53154.789062 Penalty: 2032.494385
	Iteration 11Q: 3 clusters Score -53154.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53162.550781 Penalty: 2032.494385
	Iteration 12Q: 3 clusters Score -53162.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53166.800781 Penalty: 2032.494385
	Iteration 13Q: 3 clusters Score -53166.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53168.660156 Penalty: 2032.494385
	Iteration 14Q: 3 clusters Score -53168.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53168.660156 Penalty: 2032.494385
	Iteration 15F: 3 clusters Score -53168.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Entering Unmasked Estep 
Score: -1816956.875000 Penalty: 1569.876587
	Iteration 0F: 2 clusters Score -1816957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1806080.000000 Penalty: 3139.753174
	Iteration 0F: 3 clusters Score -1806080 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1809841.875000 Penalty: 3139.753174
	Iteration 1F: 3 clusters Score -1809842 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1810172.000000 Penalty: 3139.753174
	Iteration 2F: 3 clusters Score -1810172 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1810487.750000 Penalty: 3139.753174
	Iteration 3Q: 3 clusters Score -1810488 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1810774.625000 Penalty: 3139.753174
	Iteration 4Q: 3 clusters Score -1810775 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1811048.875000 Penalty: 3139.753174
	Iteration 5Q: 3 clusters Score -1811049 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1811353.125000 Penalty: 3139.753174
	Iteration 6Q: 3 clusters Score -1811353 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1811641.625000 Penalty: 3139.753174
	Iteration 7Q: 3 clusters Score -1811642 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1811990.875000 Penalty: 3139.753174
	Iteration 8Q: 3 clusters Score -1811991 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1812402.625000 Penalty: 3139.753174
	Iteration 9Q: 3 clusters Score -1812403 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1812876.625000 Penalty: 3139.753174
	Iteration 10Q: 3 clusters Score -1812877 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1813370.625000 Penalty: 3139.753174
	Iteration 11Q: 3 clusters Score -1813371 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1813806.625000 Penalty: 3139.753174
	Iteration 12Q: 3 clusters Score -1813807 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1814209.500000 Penalty: 3139.753174
	Iteration 13Q: 3 clusters Score -1814210 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1814524.625000 Penalty: 3139.753174
	Iteration 14Q: 3 clusters Score -1814525 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1814785.500000 Penalty: 3139.753174
	Iteration 15Q: 3 clusters Score -1814786 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1814960.500000 Penalty: 3139.753174
	Iteration 16Q: 3 clusters Score -1814960 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1815107.750000 Penalty: 3139.753174
	Iteration 17Q: 3 clusters Score -1815108 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1815203.500000 Penalty: 3139.753174
	Iteration 18Q: 3 clusters Score -1815204 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1815283.750000 Penalty: 3139.753174
	Iteration 19Q: 3 clusters Score -1815284 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1815341.500000 Penalty: 3139.753174
	Iteration 20F: 3 clusters Score -1815342 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1815392.750000 Penalty: 3139.753174
	Iteration 21Q: 3 clusters Score -1815393 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1815426.125000 Penalty: 3139.753174
	Iteration 22Q: 3 clusters Score -1815426 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1815464.625000 Penalty: 3139.753174
	Iteration 23Q: 3 clusters Score -1815465 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1815500.500000 Penalty: 3139.753174
	Iteration 24Q: 3 clusters Score -1815500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1815524.875000 Penalty: 3139.753174
	Iteration 25Q: 3 clusters Score -1815525 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1815550.500000 Penalty: 3139.753174
	Iteration 26Q: 3 clusters Score -1815550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1815569.125000 Penalty: 3139.753174
	Iteration 27Q: 3 clusters Score -1815569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1815586.750000 Penalty: 3139.753174
	Iteration 28Q: 3 clusters Score -1815587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1815598.000000 Penalty: 3139.753174
	Iteration 29Q: 3 clusters Score -1815598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1815605.750000 Penalty: 3139.753174
	Iteration 30Q: 3 clusters Score -1815606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1815614.000000 Penalty: 3139.753174
	Iteration 31Q: 3 clusters Score -1815614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1815626.125000 Penalty: 3139.753174
	Iteration 32Q: 3 clusters Score -1815626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1815626.875000 Penalty: 3139.753174
	Iteration 33Q: 3 clusters Score -1815627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1815631.875000 Penalty: 3139.753174
	Iteration 34Q: 3 clusters Score -1815632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1815635.625000 Penalty: 3139.753174
	Iteration 35Q: 3 clusters Score -1815636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1815641.875000 Penalty: 3139.753174
	Iteration 36Q: 3 clusters Score -1815642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1815646.250000 Penalty: 3139.753174
	Iteration 37Q: 3 clusters Score -1815646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1815648.250000 Penalty: 3139.753174
	Iteration 38Q: 3 clusters Score -1815648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1815649.875000 Penalty: 3139.753174
	Iteration 39Q: 3 clusters Score -1815650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1815649.875000 Penalty: 3139.753174
	Iteration 40F: 3 clusters Score -1815650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -420826.843750 Penalty: 1335.509033
	Iteration 0F: 2 clusters Score -420826.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -417670.718750 Penalty: 2671.018066
	Iteration 0F: 3 clusters Score -417670.7 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -418509.125000 Penalty: 2671.018066
	Iteration 1F: 3 clusters Score -418509.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -418685.312500 Penalty: 2671.018066
	Iteration 2F: 3 clusters Score -418685.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -418790.062500 Penalty: 2671.018066
	Iteration 3F: 3 clusters Score -418790.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -418875.187500 Penalty: 2671.018066
	Iteration 4Q: 3 clusters Score -418875.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -418943.437500 Penalty: 2671.018066
	Iteration 5Q: 3 clusters Score -418943.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -418998.531250 Penalty: 2671.018066
	Iteration 6Q: 3 clusters Score -418998.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -419045.031250 Penalty: 2671.018066
	Iteration 7Q: 3 clusters Score -419045 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -419100.937500 Penalty: 2671.018066
	Iteration 8Q: 3 clusters Score -419100.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -419156.968750 Penalty: 2671.018066
	Iteration 9Q: 3 clusters Score -419157 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -419203.687500 Penalty: 2671.018066
	Iteration 10Q: 3 clusters Score -419203.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -419241.968750 Penalty: 2671.018066
	Iteration 11Q: 3 clusters Score -419242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -419276.562500 Penalty: 2671.018066
	Iteration 12Q: 3 clusters Score -419276.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -419302.281250 Penalty: 2671.018066
	Iteration 13Q: 3 clusters Score -419302.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -419327.250000 Penalty: 2671.018066
	Iteration 14Q: 3 clusters Score -419327.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -419349.843750 Penalty: 2671.018066
	Iteration 15Q: 3 clusters Score -419349.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -419370.625000 Penalty: 2671.018066
	Iteration 16Q: 3 clusters Score -419370.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -419391.718750 Penalty: 2671.018066
	Iteration 17Q: 3 clusters Score -419391.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -419415.343750 Penalty: 2671.018066
	Iteration 18Q: 3 clusters Score -419415.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -419437.218750 Penalty: 2671.018066
	Iteration 19Q: 3 clusters Score -419437.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -419447.968750 Penalty: 2671.018066
	Iteration 20F: 3 clusters Score -419448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -419455.687500 Penalty: 2671.018066
	Iteration 21Q: 3 clusters Score -419455.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -419458.906250 Penalty: 2671.018066
	Iteration 22Q: 3 clusters Score -419458.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -419463.062500 Penalty: 2671.018066
	Iteration 23Q: 3 clusters Score -419463.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -419468.000000 Penalty: 2671.018066
	Iteration 24Q: 3 clusters Score -419468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -419475.093750 Penalty: 2671.018066
	Iteration 25Q: 3 clusters Score -419475.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -419487.687500 Penalty: 2671.018066
	Iteration 26Q: 3 clusters Score -419487.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -419497.000000 Penalty: 2671.018066
	Iteration 27Q: 3 clusters Score -419497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -419509.437500 Penalty: 2671.018066
	Iteration 28Q: 3 clusters Score -419509.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -419522.156250 Penalty: 2671.018066
	Iteration 29Q: 3 clusters Score -419522.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -419534.687500 Penalty: 2671.018066
	Iteration 30Q: 3 clusters Score -419534.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -419554.375000 Penalty: 2671.018066
	Iteration 31Q: 3 clusters Score -419554.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -419575.718750 Penalty: 2671.018066
	Iteration 32Q: 3 clusters Score -419575.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -419600.375000 Penalty: 2671.018066
	Iteration 33Q: 3 clusters Score -419600.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -419628.531250 Penalty: 2671.018066
	Iteration 34Q: 3 clusters Score -419628.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -419652.656250 Penalty: 2671.018066
	Iteration 35Q: 3 clusters Score -419652.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -419675.000000 Penalty: 2671.018066
	Iteration 36Q: 3 clusters Score -419675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -419692.312500 Penalty: 2671.018066
	Iteration 37Q: 3 clusters Score -419692.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -419712.781250 Penalty: 2671.018066
	Iteration 38Q: 3 clusters Score -419712.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -419740.468750 Penalty: 2671.018066
	Iteration 39Q: 3 clusters Score -419740.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -419771.593750 Penalty: 2671.018066
	Iteration 40F: 3 clusters Score -419771.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -419786.500000 Penalty: 2671.018066
	Iteration 41Q: 3 clusters Score -419786.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -419797.125000 Penalty: 2671.018066
	Iteration 42Q: 3 clusters Score -419797.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -419808.218750 Penalty: 2671.018066
	Iteration 43Q: 3 clusters Score -419808.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -419819.812500 Penalty: 2671.018066
	Iteration 44Q: 3 clusters Score -419819.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -419831.406250 Penalty: 2671.018066
	Iteration 45Q: 3 clusters Score -419831.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -419838.500000 Penalty: 2671.018066
	Iteration 46Q: 3 clusters Score -419838.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -419844.343750 Penalty: 2671.018066
	Iteration 47Q: 3 clusters Score -419844.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -419851.531250 Penalty: 2671.018066
	Iteration 48Q: 3 clusters Score -419851.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -419856.781250 Penalty: 2671.018066
	Iteration 49Q: 3 clusters Score -419856.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -419859.156250 Penalty: 2671.018066
	Iteration 50Q: 3 clusters Score -419859.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -419862.031250 Penalty: 2671.018066
	Iteration 51Q: 3 clusters Score -419862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -419865.281250 Penalty: 2671.018066
	Iteration 52Q: 3 clusters Score -419865.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -419868.250000 Penalty: 2671.018066
	Iteration 53Q: 3 clusters Score -419868.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -419870.593750 Penalty: 2671.018066
	Iteration 54Q: 3 clusters Score -419870.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -419873.531250 Penalty: 2671.018066
	Iteration 55Q: 3 clusters Score -419873.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -419876.562500 Penalty: 2671.018066
	Iteration 56Q: 3 clusters Score -419876.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -419878.312500 Penalty: 2671.018066
	Iteration 57Q: 3 clusters Score -419878.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -419881.218750 Penalty: 2671.018066
	Iteration 58Q: 3 clusters Score -419881.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -419881.218750 Penalty: 2671.018066
	Iteration 59F: 3 clusters Score -419881.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (146504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146504 members 
Entering Unmasked Estep 
Score: -16615837.000000 Penalty: 1932.906250
	Iteration 0F: 2 clusters Score -1.661584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 72947 members 
Entering Unmasked Estep 
Score: -16519776.000000 Penalty: 3865.812500
	Iteration 0F: 3 clusters Score -1.651978e+07 nChanged 70330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -16561320.000000 Penalty: 3865.812500
	Iteration 1F: 3 clusters Score -1.656132e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83741 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -16562903.000000 Penalty: 3865.812500
	Iteration 2Q: 3 clusters Score -1.65629e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89923 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -16565724.000000 Penalty: 3865.812500
	Iteration 3Q: 3 clusters Score -1.656572e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98967 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -16570837.000000 Penalty: 3865.812500
	Iteration 4F: 3 clusters Score -1.657084e+07 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111003 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -16580002.000000 Penalty: 3865.812500
	Iteration 5F: 3 clusters Score -1.658e+07 nChanged 13698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124697 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -16592133.000000 Penalty: 3865.812500
	Iteration 6F: 3 clusters Score -1.659213e+07 nChanged 11645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136342 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -16603806.000000 Penalty: 3865.812500
	Iteration 7F: 3 clusters Score -1.660381e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143028 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -16610722.000000 Penalty: 3865.812500
	Iteration 8Q: 3 clusters Score -1.661072e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145576 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -16613219.000000 Penalty: 3865.812500
	Iteration 9Q: 3 clusters Score -1.661322e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146178 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -16613810.000000 Penalty: 3865.812500
	Iteration 10Q: 3 clusters Score -1.661381e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146302 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16613963.000000 Penalty: 3865.812500
	Iteration 11Q: 3 clusters Score -1.661396e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146337 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16614011.000000 Penalty: 3865.812500
	Iteration 12Q: 3 clusters Score -1.661401e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146351 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16614062.000000 Penalty: 3865.812500
	Iteration 13Q: 3 clusters Score -1.661406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146358 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16614077.000000 Penalty: 3865.812500
	Iteration 14Q: 3 clusters Score -1.661408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146363 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16614072.000000 Penalty: 3865.812500
	Iteration 15Q: 3 clusters Score -1.661407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146368 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16614075.000000 Penalty: 3865.812500
	Iteration 16Q: 3 clusters Score -1.661408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146370 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16614088.000000 Penalty: 3865.812500
	Iteration 17Q: 3 clusters Score -1.661409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146371 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16614082.000000 Penalty: 3865.812500
	Iteration 18Q: 3 clusters Score -1.661408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146371 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16614082.000000 Penalty: 3865.812500
	Iteration 19F: 3 clusters Score -1.661408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Entering Unmasked Estep 
Score: -353765.000000 Penalty: 1303.827148
	Iteration 0F: 2 clusters Score -353765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -351027.812500 Penalty: 2607.654297
	Iteration 0F: 3 clusters Score -351027.8 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -351668.343750 Penalty: 2607.654297
	Iteration 1F: 3 clusters Score -351668.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -351782.437500 Penalty: 2607.654297
	Iteration 2F: 3 clusters Score -351782.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -351850.718750 Penalty: 2607.654297
	Iteration 3Q: 3 clusters Score -351850.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -351891.906250 Penalty: 2607.654297
	Iteration 4Q: 3 clusters Score -351891.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -351927.281250 Penalty: 2607.654297
	Iteration 5Q: 3 clusters Score -351927.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -351961.250000 Penalty: 2607.654297
	Iteration 6Q: 3 clusters Score -351961.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -351985.468750 Penalty: 2607.654297
	Iteration 7Q: 3 clusters Score -351985.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -352001.468750 Penalty: 2607.654297
	Iteration 8Q: 3 clusters Score -352001.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -352010.406250 Penalty: 2607.654297
	Iteration 9Q: 3 clusters Score -352010.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -352018.031250 Penalty: 2607.654297
	Iteration 10Q: 3 clusters Score -352018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -352024.437500 Penalty: 2607.654297
	Iteration 11Q: 3 clusters Score -352024.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -352029.312500 Penalty: 2607.654297
	Iteration 12Q: 3 clusters Score -352029.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -352035.343750 Penalty: 2607.654297
	Iteration 13Q: 3 clusters Score -352035.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -352043.375000 Penalty: 2607.654297
	Iteration 14Q: 3 clusters Score -352043.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -352048.500000 Penalty: 2607.654297
	Iteration 15Q: 3 clusters Score -352048.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -352052.343750 Penalty: 2607.654297
	Iteration 16Q: 3 clusters Score -352052.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -352055.437500 Penalty: 2607.654297
	Iteration 17Q: 3 clusters Score -352055.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -352058.562500 Penalty: 2607.654297
	Iteration 18Q: 3 clusters Score -352058.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -352062.156250 Penalty: 2607.654297
	Iteration 19Q: 3 clusters Score -352062.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -352066.000000 Penalty: 2607.654297
	Iteration 20F: 3 clusters Score -352066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -352069.281250 Penalty: 2607.654297
	Iteration 21Q: 3 clusters Score -352069.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -352071.781250 Penalty: 2607.654297
	Iteration 22Q: 3 clusters Score -352071.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -352071.656250 Penalty: 2607.654297
	Iteration 23Q: 3 clusters Score -352071.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -352072.468750 Penalty: 2607.654297
	Iteration 24Q: 3 clusters Score -352072.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -352072.718750 Penalty: 2607.654297
	Iteration 25Q: 3 clusters Score -352072.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -352073.968750 Penalty: 2607.654297
	Iteration 26Q: 3 clusters Score -352074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -352075.000000 Penalty: 2607.654297
	Iteration 27Q: 3 clusters Score -352075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -352078.062500 Penalty: 2607.654297
	Iteration 28Q: 3 clusters Score -352078.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -352082.000000 Penalty: 2607.654297
	Iteration 29Q: 3 clusters Score -352082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -352085.593750 Penalty: 2607.654297
	Iteration 30Q: 3 clusters Score -352085.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -352088.937500 Penalty: 2607.654297
	Iteration 31Q: 3 clusters Score -352088.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -352091.218750 Penalty: 2607.654297
	Iteration 32Q: 3 clusters Score -352091.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -352093.031250 Penalty: 2607.654297
	Iteration 33Q: 3 clusters Score -352093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -352094.093750 Penalty: 2607.654297
	Iteration 34Q: 3 clusters Score -352094.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -352095.875000 Penalty: 2607.654297
	Iteration 35Q: 3 clusters Score -352095.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -352098.218750 Penalty: 2607.654297
	Iteration 36Q: 3 clusters Score -352098.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -352102.468750 Penalty: 2607.654297
	Iteration 37Q: 3 clusters Score -352102.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -352104.062500 Penalty: 2607.654297
	Iteration 38Q: 3 clusters Score -352104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -352103.468750 Penalty: 2607.654297
	Iteration 39Q: 3 clusters Score -352103.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -352103.468750 Penalty: 2607.654297
	Iteration 40F: 3 clusters Score -352103.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (135275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135275 members 
Entering Unmasked Estep 
Score: -15724473.000000 Penalty: 1919.948120
	Iteration 0F: 2 clusters Score -1.572447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -15642602.000000 Penalty: 3839.896240
	Iteration 0F: 3 clusters Score -1.56426e+07 nChanged 64845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -15680589.000000 Penalty: 3839.896240
	Iteration 1F: 3 clusters Score -1.568059e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -15681564.000000 Penalty: 3839.896240
	Iteration 2Q: 3 clusters Score -1.568156e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 77574 members 
Entering Unmasked Estep 
Score: -15683239.000000 Penalty: 3839.896240
	Iteration 3Q: 3 clusters Score -1.568324e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -15686121.000000 Penalty: 3839.896240
	Iteration 4Q: 3 clusters Score -1.568612e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 90927 members 
Entering Unmasked Estep 
Score: -15690118.000000 Penalty: 3839.896240
	Iteration 5F: 3 clusters Score -1.569012e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -15694884.000000 Penalty: 3839.896240
	Iteration 6F: 3 clusters Score -1.569488e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 107290 members 
Entering Unmasked Estep 
Score: -15700767.000000 Penalty: 3839.896240
	Iteration 7F: 3 clusters Score -1.570077e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 113932 members 
Entering Unmasked Estep 
Score: -15705978.000000 Penalty: 3839.896240
	Iteration 8F: 3 clusters Score -1.570598e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 118680 members 
Entering Unmasked Estep 
Score: -15709858.000000 Penalty: 3839.896240
	Iteration 9Q: 3 clusters Score -1.570986e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 121938 members 
Entering Unmasked Estep 
Score: -15712573.000000 Penalty: 3839.896240
	Iteration 10Q: 3 clusters Score -1.571257e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 124262 members 
Entering Unmasked Estep 
Score: -15714573.000000 Penalty: 3839.896240
	Iteration 11Q: 3 clusters Score -1.571457e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 126049 members 
Entering Unmasked Estep 
Score: -15716109.000000 Penalty: 3839.896240
	Iteration 12Q: 3 clusters Score -1.571611e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 127477 members 
Entering Unmasked Estep 
Score: -15717265.000000 Penalty: 3839.896240
	Iteration 13Q: 3 clusters Score -1.571726e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 128644 members 
Entering Unmasked Estep 
Score: -15718223.000000 Penalty: 3839.896240
	Iteration 14Q: 3 clusters Score -1.571822e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 129572 members 
Entering Unmasked Estep 
Score: -15718915.000000 Penalty: 3839.896240
	Iteration 15Q: 3 clusters Score -1.571892e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 130427 members 
Entering Unmasked Estep 
Score: -15719538.000000 Penalty: 3839.896240
	Iteration 16Q: 3 clusters Score -1.571954e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 131113 members 
Entering Unmasked Estep 
Score: -15720128.000000 Penalty: 3839.896240
	Iteration 17Q: 3 clusters Score -1.572013e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 131664 members 
Entering Unmasked Estep 
Score: -15720565.000000 Penalty: 3839.896240
	Iteration 18Q: 3 clusters Score -1.572056e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 132119 members 
Entering Unmasked Estep 
Score: -15720993.000000 Penalty: 3839.896240
	Iteration 19Q: 3 clusters Score -1.572099e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 132482 members 
Entering Unmasked Estep 
Score: -15721267.000000 Penalty: 3839.896240
	Iteration 20F: 3 clusters Score -1.572127e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 132808 members 
Entering Unmasked Estep 
Score: -15721507.000000 Penalty: 3839.896240
	Iteration 21Q: 3 clusters Score -1.572151e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 133076 members 
Entering Unmasked Estep 
Score: -15721745.000000 Penalty: 3839.896240
	Iteration 22Q: 3 clusters Score -1.572174e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 133306 members 
Entering Unmasked Estep 
Score: -15721916.000000 Penalty: 3839.896240
	Iteration 23Q: 3 clusters Score -1.572192e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 133497 members 
Entering Unmasked Estep 
Score: -15722074.000000 Penalty: 3839.896240
	Iteration 24Q: 3 clusters Score -1.572207e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 133654 members 
Entering Unmasked Estep 
Score: -15722185.000000 Penalty: 3839.896240
	Iteration 25Q: 3 clusters Score -1.572218e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 133797 members 
Entering Unmasked Estep 
Score: -15722271.000000 Penalty: 3839.896240
	Iteration 26Q: 3 clusters Score -1.572227e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 133913 members 
Entering Unmasked Estep 
Score: -15722348.000000 Penalty: 3839.896240
	Iteration 27Q: 3 clusters Score -1.572235e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 134011 members 
Entering Unmasked Estep 
Score: -15722422.000000 Penalty: 3839.896240
	Iteration 28Q: 3 clusters Score -1.572242e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 134091 members 
Entering Unmasked Estep 
Score: -15722495.000000 Penalty: 3839.896240
	Iteration 29Q: 3 clusters Score -1.57225e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 134147 members 
Entering Unmasked Estep 
Score: -15722541.000000 Penalty: 3839.896240
	Iteration 30Q: 3 clusters Score -1.572254e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 134199 members 
Entering Unmasked Estep 
Score: -15722557.000000 Penalty: 3839.896240
	Iteration 31Q: 3 clusters Score -1.572256e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 134240 members 
Entering Unmasked Estep 
Score: -15722571.000000 Penalty: 3839.896240
	Iteration 32Q: 3 clusters Score -1.572257e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 134280 members 
Entering Unmasked Estep 
Score: -15722599.000000 Penalty: 3839.896240
	Iteration 33Q: 3 clusters Score -1.57226e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 134326 members 
Entering Unmasked Estep 
Score: -15722632.000000 Penalty: 3839.896240
	Iteration 34Q: 3 clusters Score -1.572263e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 134362 members 
Entering Unmasked Estep 
Score: -15722648.000000 Penalty: 3839.896240
	Iteration 35Q: 3 clusters Score -1.572265e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 134394 members 
Entering Unmasked Estep 
Score: -15722672.000000 Penalty: 3839.896240
	Iteration 36Q: 3 clusters Score -1.572267e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 134417 members 
Entering Unmasked Estep 
Score: -15722677.000000 Penalty: 3839.896240
	Iteration 37Q: 3 clusters Score -1.572268e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 134439 members 
Entering Unmasked Estep 
Score: -15722681.000000 Penalty: 3839.896240
	Iteration 38Q: 3 clusters Score -1.572268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 134458 members 
Entering Unmasked Estep 
Score: -15722696.000000 Penalty: 3839.896240
	Iteration 39Q: 3 clusters Score -1.57227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 134460 members 
Entering Unmasked Estep 
Score: -15722687.000000 Penalty: 3839.896240
	Iteration 40F: 3 clusters Score -1.572269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 134466 members 
Entering Unmasked Estep 
Score: -15722702.000000 Penalty: 3839.896240
	Iteration 41Q: 3 clusters Score -1.57227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 134475 members 
Entering Unmasked Estep 
Score: -15722710.000000 Penalty: 3839.896240
	Iteration 42Q: 3 clusters Score -1.572271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 134480 members 
Entering Unmasked Estep 
Score: -15722724.000000 Penalty: 3839.896240
	Iteration 43Q: 3 clusters Score -1.572272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 134487 members 
Entering Unmasked Estep 
Score: -15722735.000000 Penalty: 3839.896240
	Iteration 44Q: 3 clusters Score -1.572274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 134490 members 
Entering Unmasked Estep 
Score: -15722742.000000 Penalty: 3839.896240
	Iteration 45Q: 3 clusters Score -1.572274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 134494 members 
Entering Unmasked Estep 
Score: -15722747.000000 Penalty: 3839.896240
	Iteration 46Q: 3 clusters Score -1.572275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 134498 members 
Entering Unmasked Estep 
Score: -15722747.000000 Penalty: 3839.896240
	Iteration 47Q: 3 clusters Score -1.572275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 134503 members 
Entering Unmasked Estep 
Score: -15722761.000000 Penalty: 3839.896240
	Iteration 48Q: 3 clusters Score -1.572276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 134509 members 
Entering Unmasked Estep 
Score: -15722757.000000 Penalty: 3839.896240
	Iteration 49Q: 3 clusters Score -1.572276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 134511 members 
Entering Unmasked Estep 
Score: -15722756.000000 Penalty: 3839.896240
	Iteration 50Q: 3 clusters Score -1.572276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 134519 members 
Entering Unmasked Estep 
Score: -15722755.000000 Penalty: 3839.896240
	Iteration 51Q: 3 clusters Score -1.572276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 134525 members 
Entering Unmasked Estep 
Score: -15722766.000000 Penalty: 3839.896240
	Iteration 52Q: 3 clusters Score -1.572277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 134530 members 
Entering Unmasked Estep 
Score: -15722775.000000 Penalty: 3839.896240
	Iteration 53Q: 3 clusters Score -1.572278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 134535 members 
Entering Unmasked Estep 
Score: -15722783.000000 Penalty: 3839.896240
	Iteration 54Q: 3 clusters Score -1.572278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 134539 members 
Entering Unmasked Estep 
Score: -15722783.000000 Penalty: 3839.896240
	Iteration 55Q: 3 clusters Score -1.572278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 134540 members 
Entering Unmasked Estep 
Score: -15722781.000000 Penalty: 3839.896240
	Iteration 56Q: 3 clusters Score -1.572278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 134541 members 
Entering Unmasked Estep 
Score: -15722790.000000 Penalty: 3839.896240
	Iteration 57Q: 3 clusters Score -1.572279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 134541 members 
Entering Unmasked Estep 
Score: -15722790.000000 Penalty: 3839.896240
	Iteration 58F: 3 clusters Score -1.572279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Entering Unmasked Estep 
Score: -1211894.250000 Penalty: 1503.412598
	Iteration 0F: 2 clusters Score -1211894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1204433.000000 Penalty: 3006.825195
	Iteration 0F: 3 clusters Score -1204433 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1206862.875000 Penalty: 3006.825195
	Iteration 1F: 3 clusters Score -1206863 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1207067.750000 Penalty: 3006.825195
	Iteration 2F: 3 clusters Score -1207068 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1207224.375000 Penalty: 3006.825195
	Iteration 3Q: 3 clusters Score -1207224 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1207378.750000 Penalty: 3006.825195
	Iteration 4Q: 3 clusters Score -1207379 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1207547.500000 Penalty: 3006.825195
	Iteration 5Q: 3 clusters Score -1207548 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1207788.625000 Penalty: 3006.825195
	Iteration 6Q: 3 clusters Score -1207789 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1208113.875000 Penalty: 3006.825195
	Iteration 7F: 3 clusters Score -1208114 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1208536.125000 Penalty: 3006.825195
	Iteration 8F: 3 clusters Score -1208536 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1209067.375000 Penalty: 3006.825195
	Iteration 9F: 3 clusters Score -1209067 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1209621.500000 Penalty: 3006.825195
	Iteration 10F: 3 clusters Score -1209622 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1210069.000000 Penalty: 3006.825195
	Iteration 11Q: 3 clusters Score -1210069 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1210350.750000 Penalty: 3006.825195
	Iteration 12Q: 3 clusters Score -1210351 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1210488.500000 Penalty: 3006.825195
	Iteration 13Q: 3 clusters Score -1210488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1210554.250000 Penalty: 3006.825195
	Iteration 14Q: 3 clusters Score -1210554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1210597.375000 Penalty: 3006.825195
	Iteration 15Q: 3 clusters Score -1210597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1210627.000000 Penalty: 3006.825195
	Iteration 16Q: 3 clusters Score -1210627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1210658.250000 Penalty: 3006.825195
	Iteration 17Q: 3 clusters Score -1210658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1210688.125000 Penalty: 3006.825195
	Iteration 18Q: 3 clusters Score -1210688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1210711.250000 Penalty: 3006.825195
	Iteration 19Q: 3 clusters Score -1210711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1210728.750000 Penalty: 3006.825195
	Iteration 20F: 3 clusters Score -1210729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1210742.750000 Penalty: 3006.825195
	Iteration 21Q: 3 clusters Score -1210743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1210763.125000 Penalty: 3006.825195
	Iteration 22Q: 3 clusters Score -1210763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1210775.375000 Penalty: 3006.825195
	Iteration 23Q: 3 clusters Score -1210775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1210790.625000 Penalty: 3006.825195
	Iteration 24Q: 3 clusters Score -1210791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1210798.000000 Penalty: 3006.825195
	Iteration 25Q: 3 clusters Score -1210798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1210806.500000 Penalty: 3006.825195
	Iteration 26Q: 3 clusters Score -1210806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1210815.625000 Penalty: 3006.825195
	Iteration 27Q: 3 clusters Score -1210816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1210822.375000 Penalty: 3006.825195
	Iteration 28Q: 3 clusters Score -1210822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1210826.875000 Penalty: 3006.825195
	Iteration 29Q: 3 clusters Score -1210827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1210830.875000 Penalty: 3006.825195
	Iteration 30Q: 3 clusters Score -1210831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1210834.375000 Penalty: 3006.825195
	Iteration 31Q: 3 clusters Score -1210834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1210836.375000 Penalty: 3006.825195
	Iteration 32Q: 3 clusters Score -1210836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1210839.000000 Penalty: 3006.825195
	Iteration 33Q: 3 clusters Score -1210839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1210839.000000 Penalty: 3006.825195
	Iteration 34F: 3 clusters Score -1210839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (94729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94729 members 
Entering Unmasked Estep 
Score: -11008368.000000 Penalty: 1862.051025
	Iteration 0F: 2 clusters Score -1.100837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -10946877.000000 Penalty: 3724.102051
	Iteration 0F: 3 clusters Score -1.094688e+07 nChanged 45162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -10973050.000000 Penalty: 3724.102051
	Iteration 1F: 3 clusters Score -1.097305e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -10973636.000000 Penalty: 3724.102051
	Iteration 2Q: 3 clusters Score -1.097364e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -10974446.000000 Penalty: 3724.102051
	Iteration 3Q: 3 clusters Score -1.097445e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -10975734.000000 Penalty: 3724.102051
	Iteration 4Q: 3 clusters Score -1.097573e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -10978090.000000 Penalty: 3724.102051
	Iteration 5Q: 3 clusters Score -1.097809e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -10982333.000000 Penalty: 3724.102051
	Iteration 6F: 3 clusters Score -1.098233e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -10988730.000000 Penalty: 3724.102051
	Iteration 7F: 3 clusters Score -1.098873e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 80164 members 
Entering Unmasked Estep 
Score: -10995416.000000 Penalty: 3724.102051
	Iteration 8F: 3 clusters Score -1.099542e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -11000717.000000 Penalty: 3724.102051
	Iteration 9F: 3 clusters Score -1.100072e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 88476 members 
Entering Unmasked Estep 
Score: -11003823.000000 Penalty: 3724.102051
	Iteration 10Q: 3 clusters Score -1.100382e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -11005171.000000 Penalty: 3724.102051
	Iteration 11Q: 3 clusters Score -1.100517e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 90648 members 
Entering Unmasked Estep 
Score: -11005858.000000 Penalty: 3724.102051
	Iteration 12Q: 3 clusters Score -1.100586e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 91104 members 
Entering Unmasked Estep 
Score: -11006270.000000 Penalty: 3724.102051
	Iteration 13Q: 3 clusters Score -1.100627e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -11006467.000000 Penalty: 3724.102051
	Iteration 14Q: 3 clusters Score -1.100647e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 91661 members 
Entering Unmasked Estep 
Score: -11006574.000000 Penalty: 3724.102051
	Iteration 15Q: 3 clusters Score -1.100657e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -11006648.000000 Penalty: 3724.102051
	Iteration 16Q: 3 clusters Score -1.100665e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 91964 members 
Entering Unmasked Estep 
Score: -11006737.000000 Penalty: 3724.102051
	Iteration 17Q: 3 clusters Score -1.100674e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 92088 members 
Entering Unmasked Estep 
Score: -11006799.000000 Penalty: 3724.102051
	Iteration 18Q: 3 clusters Score -1.10068e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 92159 members 
Entering Unmasked Estep 
Score: -11006856.000000 Penalty: 3724.102051
	Iteration 19Q: 3 clusters Score -1.100686e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 92209 members 
Entering Unmasked Estep 
Score: -11006872.000000 Penalty: 3724.102051
	Iteration 20F: 3 clusters Score -1.100687e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 92254 members 
Entering Unmasked Estep 
Score: -11006908.000000 Penalty: 3724.102051
	Iteration 21Q: 3 clusters Score -1.100691e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -11006931.000000 Penalty: 3724.102051
	Iteration 22Q: 3 clusters Score -1.100693e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 92342 members 
Entering Unmasked Estep 
Score: -11006941.000000 Penalty: 3724.102051
	Iteration 23Q: 3 clusters Score -1.100694e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 92390 members 
Entering Unmasked Estep 
Score: -11006962.000000 Penalty: 3724.102051
	Iteration 24Q: 3 clusters Score -1.100696e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 92414 members 
Entering Unmasked Estep 
Score: -11006967.000000 Penalty: 3724.102051
	Iteration 25Q: 3 clusters Score -1.100697e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -11006974.000000 Penalty: 3724.102051
	Iteration 26Q: 3 clusters Score -1.100697e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 92450 members 
Entering Unmasked Estep 
Score: -11006984.000000 Penalty: 3724.102051
	Iteration 27Q: 3 clusters Score -1.100698e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 92461 members 
Entering Unmasked Estep 
Score: -11006997.000000 Penalty: 3724.102051
	Iteration 28Q: 3 clusters Score -1.1007e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 92468 members 
Entering Unmasked Estep 
Score: -11007004.000000 Penalty: 3724.102051
	Iteration 29Q: 3 clusters Score -1.1007e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
Score: -11006997.000000 Penalty: 3724.102051
	Iteration 30Q: 3 clusters Score -1.1007e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 92501 members 
Entering Unmasked Estep 
Score: -11007014.000000 Penalty: 3724.102051
	Iteration 31Q: 3 clusters Score -1.100701e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 92517 members 
Entering Unmasked Estep 
Score: -11007027.000000 Penalty: 3724.102051
	Iteration 32Q: 3 clusters Score -1.100703e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 92533 members 
Entering Unmasked Estep 
Score: -11007038.000000 Penalty: 3724.102051
	Iteration 33Q: 3 clusters Score -1.100704e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 92543 members 
Entering Unmasked Estep 
Score: -11007033.000000 Penalty: 3724.102051
	Iteration 34Q: 3 clusters Score -1.100703e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 92556 members 
Entering Unmasked Estep 
Score: -11007043.000000 Penalty: 3724.102051
	Iteration 35Q: 3 clusters Score -1.100704e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 92564 members 
Entering Unmasked Estep 
Score: -11007049.000000 Penalty: 3724.102051
	Iteration 36Q: 3 clusters Score -1.100705e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 92587 members 
Entering Unmasked Estep 
Score: -11007045.000000 Penalty: 3724.102051
	Iteration 37Q: 3 clusters Score -1.100704e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 92604 members 
Entering Unmasked Estep 
Score: -11007041.000000 Penalty: 3724.102051
	Iteration 38Q: 3 clusters Score -1.100704e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 92621 members 
Entering Unmasked Estep 
Score: -11007035.000000 Penalty: 3724.102051
	Iteration 39Q: 3 clusters Score -1.100704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 92639 members 
Entering Unmasked Estep 
Score: -11007039.000000 Penalty: 3724.102051
	Iteration 40F: 3 clusters Score -1.100704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 92651 members 
Entering Unmasked Estep 
Score: -11007049.000000 Penalty: 3724.102051
	Iteration 41Q: 3 clusters Score -1.100705e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 92667 members 
Entering Unmasked Estep 
Score: -11007051.000000 Penalty: 3724.102051
	Iteration 42Q: 3 clusters Score -1.100705e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 92689 members 
Entering Unmasked Estep 
Score: -11007037.000000 Penalty: 3724.102051
	Iteration 43Q: 3 clusters Score -1.100704e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 92706 members 
Entering Unmasked Estep 
Score: -11007015.000000 Penalty: 3724.102051
	Iteration 44Q: 3 clusters Score -1.100702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 92718 members 
Entering Unmasked Estep 
Score: -11007017.000000 Penalty: 3724.102051
	Iteration 45Q: 3 clusters Score -1.100702e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 92735 members 
Entering Unmasked Estep 
Score: -11007032.000000 Penalty: 3724.102051
	Iteration 46Q: 3 clusters Score -1.100703e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -11007042.000000 Penalty: 3724.102051
	Iteration 47Q: 3 clusters Score -1.100704e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 92761 members 
Entering Unmasked Estep 
Score: -11007037.000000 Penalty: 3724.102051
	Iteration 48Q: 3 clusters Score -1.100704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 92768 members 
Entering Unmasked Estep 
Score: -11007043.000000 Penalty: 3724.102051
	Iteration 49Q: 3 clusters Score -1.100704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -11007027.000000 Penalty: 3724.102051
	Iteration 50Q: 3 clusters Score -1.100703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -11007018.000000 Penalty: 3724.102051
	Iteration 51Q: 3 clusters Score -1.100702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 92788 members 
Entering Unmasked Estep 
Score: -11007019.000000 Penalty: 3724.102051
	Iteration 52Q: 3 clusters Score -1.100702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 92789 members 
Entering Unmasked Estep 
Score: -11007017.000000 Penalty: 3724.102051
	Iteration 53Q: 3 clusters Score -1.100702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 92797 members 
Entering Unmasked Estep 
Score: -11007016.000000 Penalty: 3724.102051
	Iteration 54Q: 3 clusters Score -1.100702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 92802 members 
Entering Unmasked Estep 
Score: -11007028.000000 Penalty: 3724.102051
	Iteration 55Q: 3 clusters Score -1.100703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 92805 members 
Entering Unmasked Estep 
Score: -11007030.000000 Penalty: 3724.102051
	Iteration 56Q: 3 clusters Score -1.100703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -11007026.000000 Penalty: 3724.102051
	Iteration 57Q: 3 clusters Score -1.100703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -11007027.000000 Penalty: 3724.102051
	Iteration 58Q: 3 clusters Score -1.100703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 92821 members 
Entering Unmasked Estep 
Score: -11007025.000000 Penalty: 3724.102051
	Iteration 59Q: 3 clusters Score -1.100702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -11007030.000000 Penalty: 3724.102051
	Iteration 60F: 3 clusters Score -1.100703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -11007025.000000 Penalty: 3724.102051
	Iteration 61Q: 3 clusters Score -1.100702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 92828 members 
Entering Unmasked Estep 
Score: -11007028.000000 Penalty: 3724.102051
	Iteration 62Q: 3 clusters Score -1.100703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 92832 members 
Entering Unmasked Estep 
Score: -11007030.000000 Penalty: 3724.102051
	Iteration 63Q: 3 clusters Score -1.100703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 92833 members 
Entering Unmasked Estep 
Score: -11007032.000000 Penalty: 3724.102051
	Iteration 64Q: 3 clusters Score -1.100703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 92836 members 
Entering Unmasked Estep 
Score: -11007023.000000 Penalty: 3724.102051
	Iteration 65Q: 3 clusters Score -1.100702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 92837 members 
Entering Unmasked Estep 
Score: -11007020.000000 Penalty: 3724.102051
	Iteration 66Q: 3 clusters Score -1.100702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 92839 members 
Entering Unmasked Estep 
Score: -11007024.000000 Penalty: 3724.102051
	Iteration 67Q: 3 clusters Score -1.100702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 92840 members 
Entering Unmasked Estep 
Score: -11007029.000000 Penalty: 3724.102051
	Iteration 68Q: 3 clusters Score -1.100703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 92840 members 
Entering Unmasked Estep 
Score: -11007029.000000 Penalty: 3724.102051
	Iteration 69F: 3 clusters Score -1.100703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Entering Unmasked Estep 
Score: -1239508.500000 Penalty: 1508.099487
	Iteration 0F: 2 clusters Score -1239508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1231924.500000 Penalty: 3016.198975
	Iteration 0F: 3 clusters Score -1231924 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1234458.250000 Penalty: 3016.198975
	Iteration 1F: 3 clusters Score -1234458 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1234744.625000 Penalty: 3016.198975
	Iteration 2F: 3 clusters Score -1234745 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1234978.000000 Penalty: 3016.198975
	Iteration 3F: 3 clusters Score -1234978 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1235173.500000 Penalty: 3016.198975
	Iteration 4Q: 3 clusters Score -1235174 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1235344.000000 Penalty: 3016.198975
	Iteration 5Q: 3 clusters Score -1235344 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1235515.125000 Penalty: 3016.198975
	Iteration 6Q: 3 clusters Score -1235515 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1235715.875000 Penalty: 3016.198975
	Iteration 7Q: 3 clusters Score -1235716 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1235956.250000 Penalty: 3016.198975
	Iteration 8Q: 3 clusters Score -1235956 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1236220.250000 Penalty: 3016.198975
	Iteration 9Q: 3 clusters Score -1236220 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1236473.750000 Penalty: 3016.198975
	Iteration 10Q: 3 clusters Score -1236474 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1236714.375000 Penalty: 3016.198975
	Iteration 11Q: 3 clusters Score -1236714 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1236897.875000 Penalty: 3016.198975
	Iteration 12Q: 3 clusters Score -1236898 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1237031.375000 Penalty: 3016.198975
	Iteration 13Q: 3 clusters Score -1237031 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1237137.500000 Penalty: 3016.198975
	Iteration 14Q: 3 clusters Score -1237138 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1237207.750000 Penalty: 3016.198975
	Iteration 15Q: 3 clusters Score -1237208 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1237248.750000 Penalty: 3016.198975
	Iteration 16Q: 3 clusters Score -1237249 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1237282.500000 Penalty: 3016.198975
	Iteration 17Q: 3 clusters Score -1237282 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1237314.750000 Penalty: 3016.198975
	Iteration 18Q: 3 clusters Score -1237315 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1237330.875000 Penalty: 3016.198975
	Iteration 19Q: 3 clusters Score -1237331 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1237346.875000 Penalty: 3016.198975
	Iteration 20F: 3 clusters Score -1237347 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1237366.000000 Penalty: 3016.198975
	Iteration 21Q: 3 clusters Score -1237366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1237388.750000 Penalty: 3016.198975
	Iteration 22Q: 3 clusters Score -1237389 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1237407.500000 Penalty: 3016.198975
	Iteration 23Q: 3 clusters Score -1237408 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1237435.750000 Penalty: 3016.198975
	Iteration 24Q: 3 clusters Score -1237436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1237450.375000 Penalty: 3016.198975
	Iteration 25Q: 3 clusters Score -1237450 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1237473.625000 Penalty: 3016.198975
	Iteration 26Q: 3 clusters Score -1237474 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1237497.375000 Penalty: 3016.198975
	Iteration 27Q: 3 clusters Score -1237497 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1237523.375000 Penalty: 3016.198975
	Iteration 28Q: 3 clusters Score -1237523 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1237547.250000 Penalty: 3016.198975
	Iteration 29Q: 3 clusters Score -1237547 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1237573.125000 Penalty: 3016.198975
	Iteration 30Q: 3 clusters Score -1237573 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1237594.250000 Penalty: 3016.198975
	Iteration 31Q: 3 clusters Score -1237594 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1237616.250000 Penalty: 3016.198975
	Iteration 32Q: 3 clusters Score -1237616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1237644.250000 Penalty: 3016.198975
	Iteration 33Q: 3 clusters Score -1237644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1237666.250000 Penalty: 3016.198975
	Iteration 34Q: 3 clusters Score -1237666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1237692.625000 Penalty: 3016.198975
	Iteration 35Q: 3 clusters Score -1237693 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1237722.875000 Penalty: 3016.198975
	Iteration 36Q: 3 clusters Score -1237723 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1237750.375000 Penalty: 3016.198975
	Iteration 37Q: 3 clusters Score -1237750 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1237785.500000 Penalty: 3016.198975
	Iteration 38Q: 3 clusters Score -1237786 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1237812.500000 Penalty: 3016.198975
	Iteration 39Q: 3 clusters Score -1237812 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1237842.625000 Penalty: 3016.198975
	Iteration 40F: 3 clusters Score -1237843 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1237875.625000 Penalty: 3016.198975
	Iteration 41Q: 3 clusters Score -1237876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1237912.625000 Penalty: 3016.198975
	Iteration 42Q: 3 clusters Score -1237913 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1237934.625000 Penalty: 3016.198975
	Iteration 43Q: 3 clusters Score -1237935 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1237958.750000 Penalty: 3016.198975
	Iteration 44Q: 3 clusters Score -1237959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1237977.500000 Penalty: 3016.198975
	Iteration 45Q: 3 clusters Score -1237978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1237987.750000 Penalty: 3016.198975
	Iteration 46Q: 3 clusters Score -1237988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1237999.375000 Penalty: 3016.198975
	Iteration 47Q: 3 clusters Score -1237999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1238011.125000 Penalty: 3016.198975
	Iteration 48Q: 3 clusters Score -1238011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1238023.625000 Penalty: 3016.198975
	Iteration 49Q: 3 clusters Score -1238024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1238032.375000 Penalty: 3016.198975
	Iteration 50Q: 3 clusters Score -1238032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1238041.625000 Penalty: 3016.198975
	Iteration 51Q: 3 clusters Score -1238042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1238050.125000 Penalty: 3016.198975
	Iteration 52Q: 3 clusters Score -1238050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1238059.250000 Penalty: 3016.198975
	Iteration 53Q: 3 clusters Score -1238059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1238068.750000 Penalty: 3016.198975
	Iteration 54Q: 3 clusters Score -1238069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1238074.250000 Penalty: 3016.198975
	Iteration 55Q: 3 clusters Score -1238074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1238078.250000 Penalty: 3016.198975
	Iteration 56Q: 3 clusters Score -1238078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1238082.750000 Penalty: 3016.198975
	Iteration 57Q: 3 clusters Score -1238083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1238085.500000 Penalty: 3016.198975
	Iteration 58Q: 3 clusters Score -1238086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1238087.250000 Penalty: 3016.198975
	Iteration 59Q: 3 clusters Score -1238087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1238090.500000 Penalty: 3016.198975
	Iteration 60F: 3 clusters Score -1238090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1238096.500000 Penalty: 3016.198975
	Iteration 61Q: 3 clusters Score -1238096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1238102.000000 Penalty: 3016.198975
	Iteration 62Q: 3 clusters Score -1238102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1238104.375000 Penalty: 3016.198975
	Iteration 63Q: 3 clusters Score -1238104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1238107.250000 Penalty: 3016.198975
	Iteration 64Q: 3 clusters Score -1238107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1238107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1238108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1238110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1238108.625000 Penalty: 3016.198975
	Iteration 68Q: 3 clusters Score -1238109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1238111.000000 Penalty: 3016.198975
	Iteration 69Q: 3 clusters Score -1238111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1238112.500000 Penalty: 3016.198975
	Iteration 70Q: 3 clusters Score -1238112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1238114.250000 Penalty: 3016.198975
	Iteration 71Q: 3 clusters Score -1238114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1238117.250000 Penalty: 3016.198975
	Iteration 72Q: 3 clusters Score -1238117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1238119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1238121.625000 Penalty: 3016.198975
	Iteration 74Q: 3 clusters Score -1238122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1238123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1238125.750000 Penalty: 3016.198975
	Iteration 76Q: 3 clusters Score -1238126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1238129.500000 Penalty: 3016.198975
	Iteration 77Q: 3 clusters Score -1238130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1238129.625000 Penalty: 3016.198975
	Iteration 78Q: 3 clusters Score -1238130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1238131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1238130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4183 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 9819 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 149126 members 
Mstep: Class 8 contains 38460 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15622 members 
Mstep: Class 11 contains 3379 members 
Mstep: Class 12 contains 92170 members 
Mstep: Class 13 contains 104847 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 15690 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 146504 members 
Mstep: Class 18 contains 3052 members 
Mstep: Class 19 contains 135275 members 
Mstep: Class 20 contains 10423 members 
Mstep: Class 21 contains 94729 members 
Mstep: Class 22 contains 10728 members 
Entering Unmasked Estep 
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Iteration 159Q: 23 clusters Score -1.020985e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4180 members 
Mstep: Class 3 contains 8766 members 
Mstep: Class 4 contains 13335 members 
Mstep: Class 5 contains 9828 members 
Mstep: Class 6 contains 47013 members 
Mstep: Class 7 contains 149149 members 
Mstep: Class 8 contains 38482 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15622 members 
Mstep: Class 11 contains 3384 members 
Mstep: Class 12 contains 92116 members 
Mstep: Class 13 contains 104487 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 15681 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 146494 members 
Mstep: Class 18 contains 3054 members 
Mstep: Class 19 contains 135656 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 94693 members 
Mstep: Class 22 contains 10739 members 
Entering Unmasked Estep 
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Iteration 160F: 23 clusters Score -1.020984e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 8737 members 
Mstep: Class 4 contains 13341 members 
Mstep: Class 5 contains 9833 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 149181 members 
Mstep: Class 8 contains 38503 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15626 members 
Mstep: Class 11 contains 3392 members 
Mstep: Class 12 contains 92067 members 
Mstep: Class 13 contains 104112 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 15672 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 17 contains 146488 members 
Mstep: Class 18 contains 3050 members 
Mstep: Class 19 contains 136019 members 
Mstep: Class 20 contains 10464 members 
Mstep: Class 21 contains 94699 members 
Mstep: Class 22 contains 10744 members 
Entering Unmasked Estep 
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Iteration 161Q: 23 clusters Score -1.020984e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 8705 members 
Mstep: Class 4 contains 13347 members 
Mstep: Class 5 contains 9841 members 
Mstep: Class 6 contains 47020 members 
Mstep: Class 7 contains 149207 members 
Mstep: Class 8 contains 38517 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15619 members 
Mstep: Class 11 contains 3403 members 
Mstep: Class 12 contains 92002 members 
Mstep: Class 13 contains 103683 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 15669 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 146496 members 
Mstep: Class 18 contains 3044 members 
Mstep: Class 19 contains 136458 members 
Mstep: Class 20 contains 10480 members 
Mstep: Class 21 contains 94695 members 
Mstep: Class 22 contains 10755 members 
Entering Unmasked Estep 
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Iteration 162Q: 23 clusters Score -1.020983e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 8682 members 
Mstep: Class 4 contains 13354 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 47022 members 
Mstep: Class 7 contains 149233 members 
Mstep: Class 8 contains 38533 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15616 members 
Mstep: Class 11 contains 3406 members 
Mstep: Class 12 contains 91941 members 
Mstep: Class 13 contains 103190 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 15671 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 146505 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 136915 members 
Mstep: Class 20 contains 10483 members 
Mstep: Class 21 contains 94743 members 
Mstep: Class 22 contains 10767 members 
Entering Unmasked Estep 
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Iteration 163Q: 23 clusters Score -1.020983e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 8657 members 
Mstep: Class 4 contains 13360 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 47024 members 
Mstep: Class 7 contains 149234 members 
Mstep: Class 8 contains 38550 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15616 members 
Mstep: Class 11 contains 3413 members 
Mstep: Class 12 contains 91896 members 
Mstep: Class 13 contains 102574 members 
Mstep: Class 14 contains 520 members 
Mstep: Class 15 contains 15664 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 146533 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 137412 members 
Mstep: Class 20 contains 10491 members 
Mstep: Class 21 contains 94855 members 
Mstep: Class 22 contains 10774 members 
Entering Unmasked Estep 
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Iteration 164Q: 23 clusters Score -1.020985e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 8620 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 9870 members 
Mstep: Class 6 contains 47027 members 
Mstep: Class 7 contains 149226 members 
Mstep: Class 8 contains 38562 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 91860 members 
Mstep: Class 13 contains 101868 members 
Mstep: Class 14 contains 517 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 146554 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 137973 members 
Mstep: Class 20 contains 10497 members 
Mstep: Class 21 contains 95010 members 
Mstep: Class 22 contains 10779 members 
Entering Unmasked Estep 
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Iteration 165Q: 23 clusters Score -1.020984e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 8567 members 
Mstep: Class 4 contains 13384 members 
Mstep: Class 5 contains 9878 members 
Mstep: Class 6 contains 47027 members 
Mstep: Class 7 contains 149227 members 
Mstep: Class 8 contains 38583 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15620 members 
Mstep: Class 11 contains 3430 members 
Mstep: Class 12 contains 91811 members 
Mstep: Class 13 contains 101104 members 
Mstep: Class 14 contains 513 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 146552 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 138575 members 
Mstep: Class 20 contains 10500 members 
Mstep: Class 21 contains 95218 members 
Mstep: Class 22 contains 10795 members 
Entering Unmasked Estep 
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Iteration 166Q: 23 clusters Score -1.020985e+08 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 8509 members 
Mstep: Class 4 contains 13395 members 
Mstep: Class 5 contains 9885 members 
Mstep: Class 6 contains 47023 members 
Mstep: Class 7 contains 149256 members 
Mstep: Class 8 contains 38597 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15612 members 
Mstep: Class 11 contains 3434 members 
Mstep: Class 12 contains 91740 members 
Mstep: Class 13 contains 100338 members 
Mstep: Class 14 contains 512 members 
Mstep: Class 15 contains 15660 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 146549 members 
Mstep: Class 18 contains 3028 members 
Mstep: Class 19 contains 139187 members 
Mstep: Class 20 contains 10500 members 
Mstep: Class 21 contains 95448 members 
Mstep: Class 22 contains 10804 members 
Entering Unmasked Estep 
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Iteration 167Q: 23 clusters Score -1.020981e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 13412 members 
Mstep: Class 5 contains 9888 members 
Mstep: Class 6 contains 47030 members 
Mstep: Class 7 contains 149248 members 
Mstep: Class 8 contains 38609 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15616 members 
Mstep: Class 11 contains 3437 members 
Mstep: Class 12 contains 91659 members 
Mstep: Class 13 contains 99499 members 
Mstep: Class 14 contains 511 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 146577 members 
Mstep: Class 18 contains 3023 members 
Mstep: Class 19 contains 139847 members 
Mstep: Class 20 contains 10495 members 
Mstep: Class 21 contains 95720 members 
Mstep: Class 22 contains 10804 members 
Entering Unmasked Estep 
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Iteration 168Q: 23 clusters Score -1.020978e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 8379 members 
Mstep: Class 4 contains 13424 members 
Mstep: Class 5 contains 9893 members 
Mstep: Class 6 contains 47031 members 
Mstep: Class 7 contains 149222 members 
Mstep: Class 8 contains 38616 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15617 members 
Mstep: Class 11 contains 3436 members 
Mstep: Class 12 contains 91590 members 
Mstep: Class 13 contains 98580 members 
Mstep: Class 14 contains 509 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3700 members 
Mstep: Class 17 contains 146616 members 
Mstep: Class 18 contains 3025 members 
Mstep: Class 19 contains 140589 members 
Mstep: Class 20 contains 10495 members 
Mstep: Class 21 contains 95986 members 
Mstep: Class 22 contains 10811 members 
Entering Unmasked Estep 
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Iteration 169Q: 23 clusters Score -1.020978e+08 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 8322 members 
Mstep: Class 4 contains 13434 members 
Mstep: Class 5 contains 9896 members 
Mstep: Class 6 contains 47030 members 
Mstep: Class 7 contains 149209 members 
Mstep: Class 8 contains 38616 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15625 members 
Mstep: Class 11 contains 3436 members 
Mstep: Class 12 contains 91536 members 
Mstep: Class 13 contains 97545 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 15655 members 
Mstep: Class 16 contains 3700 members 
Mstep: Class 17 contains 146656 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 141406 members 
Mstep: Class 20 contains 10484 members 
Mstep: Class 21 contains 96279 members 
Mstep: Class 22 contains 10814 members 
Entering Unmasked Estep 
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Iteration 170Q: 23 clusters Score -1.020976e+08 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 8270 members 
Mstep: Class 4 contains 13441 members 
Mstep: Class 5 contains 9901 members 
Mstep: Class 6 contains 47030 members 
Mstep: Class 7 contains 149190 members 
Mstep: Class 8 contains 38622 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15644 members 
Mstep: Class 11 contains 3436 members 
Mstep: Class 12 contains 91509 members 
Mstep: Class 13 contains 96483 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3700 members 
Mstep: Class 17 contains 146680 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 142251 members 
Mstep: Class 20 contains 10480 members 
Mstep: Class 21 contains 96529 members 
Mstep: Class 22 contains 10817 members 
Entering Unmasked Estep 
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Iteration 171Q: 23 clusters Score -1.020974e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 13446 members 
Mstep: Class 5 contains 9904 members 
Mstep: Class 6 contains 47021 members 
Mstep: Class 7 contains 149167 members 
Mstep: Class 8 contains 38628 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15662 members 
Mstep: Class 11 contains 3449 members 
Mstep: Class 12 contains 91459 members 
Mstep: Class 13 contains 95405 members 
Mstep: Class 14 contains 507 members 
Mstep: Class 15 contains 15660 members 
Mstep: Class 16 contains 3699 members 
Mstep: Class 17 contains 146722 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 143102 members 
Mstep: Class 20 contains 10472 members 
Mstep: Class 21 contains 96806 members 
Mstep: Class 22 contains 10821 members 
Entering Unmasked Estep 
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Iteration 172Q: 23 clusters Score -1.020973e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 8183 members 
Mstep: Class 4 contains 13452 members 
Mstep: Class 5 contains 9905 members 
Mstep: Class 6 contains 47022 members 
Mstep: Class 7 contains 149141 members 
Mstep: Class 8 contains 38630 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15673 members 
Mstep: Class 11 contains 3453 members 
Mstep: Class 12 contains 91400 members 
Mstep: Class 13 contains 94342 members 
Mstep: Class 14 contains 506 members 
Mstep: Class 15 contains 15661 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 146764 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 143937 members 
Mstep: Class 20 contains 10454 members 
Mstep: Class 21 contains 97100 members 
Mstep: Class 22 contains 10822 members 
Entering Unmasked Estep 
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Iteration 173Q: 23 clusters Score -1.020971e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 8151 members 
Mstep: Class 4 contains 13457 members 
Mstep: Class 5 contains 9905 members 
Mstep: Class 6 contains 47026 members 
Mstep: Class 7 contains 149140 members 
Mstep: Class 8 contains 38635 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15681 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 91349 members 
Mstep: Class 13 contains 93302 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 3696 members 
Mstep: Class 17 contains 146789 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 144768 members 
Mstep: Class 20 contains 10437 members 
Mstep: Class 21 contains 97358 members 
Mstep: Class 22 contains 10825 members 
Entering Unmasked Estep 
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Iteration 174Q: 23 clusters Score -1.020965e+08 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 8108 members 
Mstep: Class 4 contains 13461 members 
Mstep: Class 5 contains 9904 members 
Mstep: Class 6 contains 47024 members 
Mstep: Class 7 contains 149141 members 
Mstep: Class 8 contains 38638 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15688 members 
Mstep: Class 11 contains 3466 members 
Mstep: Class 12 contains 91307 members 
Mstep: Class 13 contains 92302 members 
Mstep: Class 14 contains 501 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 146812 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 145558 members 
Mstep: Class 20 contains 10425 members 
Mstep: Class 21 contains 97628 members 
Mstep: Class 22 contains 10828 members 
Entering Unmasked Estep 
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Iteration 175Q: 23 clusters Score -1.020963e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 8056 members 
Mstep: Class 4 contains 13465 members 
Mstep: Class 5 contains 9903 members 
Mstep: Class 6 contains 47022 members 
Mstep: Class 7 contains 149137 members 
Mstep: Class 8 contains 38637 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15677 members 
Mstep: Class 11 contains 3473 members 
Mstep: Class 12 contains 91268 members 
Mstep: Class 13 contains 91255 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 146853 members 
Mstep: Class 18 contains 3023 members 
Mstep: Class 19 contains 146412 members 
Mstep: Class 20 contains 10404 members 
Mstep: Class 21 contains 97899 members 
Mstep: Class 22 contains 10834 members 
Entering Unmasked Estep 
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Iteration 176Q: 23 clusters Score -1.02096e+08 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 8001 members 
Mstep: Class 4 contains 13470 members 
Mstep: Class 5 contains 9900 members 
Mstep: Class 6 contains 47023 members 
Mstep: Class 7 contains 149137 members 
Mstep: Class 8 contains 38640 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15669 members 
Mstep: Class 11 contains 3489 members 
Mstep: Class 12 contains 91225 members 
Mstep: Class 13 contains 90277 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3694 members 
Mstep: Class 17 contains 146889 members 
Mstep: Class 18 contains 3023 members 
Mstep: Class 19 contains 147250 members 
Mstep: Class 20 contains 10372 members 
Mstep: Class 21 contains 98121 members 
Mstep: Class 22 contains 10838 members 
Entering Unmasked Estep 
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Iteration 177Q: 23 clusters Score -1.020958e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4200 members 
Mstep: Class 3 contains 7965 members 
Mstep: Class 4 contains 13473 members 
Mstep: Class 5 contains 9892 members 
Mstep: Class 6 contains 47024 members 
Mstep: Class 7 contains 149155 members 
Mstep: Class 8 contains 38640 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15677 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 91168 members 
Mstep: Class 13 contains 89242 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 15655 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 146915 members 
Mstep: Class 18 contains 3023 members 
Mstep: Class 19 contains 148208 members 
Mstep: Class 20 contains 10334 members 
Mstep: Class 21 contains 98270 members 
Mstep: Class 22 contains 10845 members 
Entering Unmasked Estep 
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Iteration 178Q: 23 clusters Score -1.020955e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4201 members 
Mstep: Class 3 contains 7924 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 9890 members 
Mstep: Class 6 contains 47022 members 
Mstep: Class 7 contains 149187 members 
Mstep: Class 8 contains 38648 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15677 members 
Mstep: Class 11 contains 3499 members 
Mstep: Class 12 contains 91112 members 
Mstep: Class 13 contains 88292 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 15654 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 146925 members 
Mstep: Class 18 contains 3023 members 
Mstep: Class 19 contains 149064 members 
Mstep: Class 20 contains 10274 members 
Mstep: Class 21 contains 98463 members 
Mstep: Class 22 contains 10850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094744.000000 Penalty: 49056.292969
Iteration 179Q: 23 clusters Score -1.020947e+08 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 3 contains 7912 members 
Mstep: Class 4 contains 13481 members 
Mstep: Class 5 contains 9890 members 
Mstep: Class 6 contains 47022 members 
Mstep: Class 7 contains 149208 members 
Mstep: Class 8 contains 38647 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15696 members 
Mstep: Class 11 contains 3502 members 
Mstep: Class 12 contains 91083 members 
Mstep: Class 13 contains 87443 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 15654 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 146934 members 
Mstep: Class 18 contains 3023 members 
Mstep: Class 19 contains 149753 members 
Mstep: Class 20 contains 10209 members 
Mstep: Class 21 contains 98670 members 
Mstep: Class 22 contains 10851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094544.000000 Penalty: 49056.292969
Iteration 180F: 23 clusters Score -1.020945e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 13488 members 
Mstep: Class 5 contains 9888 members 
Mstep: Class 6 contains 47017 members 
Mstep: Class 7 contains 149216 members 
Mstep: Class 8 contains 38647 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15704 members 
Mstep: Class 11 contains 3516 members 
Mstep: Class 12 contains 91057 members 
Mstep: Class 13 contains 86749 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 15654 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 146951 members 
Mstep: Class 18 contains 3022 members 
Mstep: Class 19 contains 150287 members 
Mstep: Class 20 contains 10120 members 
Mstep: Class 21 contains 98878 members 
Mstep: Class 22 contains 10852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093632.000000 Penalty: 49056.292969
Iteration 181Q: 23 clusters Score -1.020936e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4205 members 
Mstep: Class 3 contains 7942 members 
Mstep: Class 4 contains 13500 members 
Mstep: Class 5 contains 9887 members 
Mstep: Class 6 contains 47013 members 
Mstep: Class 7 contains 149224 members 
Mstep: Class 8 contains 38646 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15710 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 91050 members 
Mstep: Class 13 contains 86181 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 15652 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 146963 members 
Mstep: Class 18 contains 3022 members 
Mstep: Class 19 contains 150784 members 
Mstep: Class 20 contains 10017 members 
Mstep: Class 21 contains 99010 members 
Mstep: Class 22 contains 10856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093392.000000 Penalty: 49056.292969
Iteration 182Q: 23 clusters Score -1.020934e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4205 members 
Mstep: Class 3 contains 7953 members 
Mstep: Class 4 contains 13509 members 
Mstep: Class 5 contains 9885 members 
Mstep: Class 6 contains 47016 members 
Mstep: Class 7 contains 149209 members 
Mstep: Class 8 contains 38643 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15718 members 
Mstep: Class 11 contains 3529 members 
Mstep: Class 12 contains 91042 members 
Mstep: Class 13 contains 85715 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 146997 members 
Mstep: Class 18 contains 3022 members 
Mstep: Class 19 contains 151198 members 
Mstep: Class 20 contains 9905 members 
Mstep: Class 21 contains 99138 members 
Mstep: Class 22 contains 10859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093112.000000 Penalty: 49056.292969
Iteration 183Q: 23 clusters Score -1.020931e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4201 members 
Mstep: Class 3 contains 7967 members 
Mstep: Class 4 contains 13512 members 
Mstep: Class 5 contains 9885 members 
Mstep: Class 6 contains 47019 members 
Mstep: Class 7 contains 149201 members 
Mstep: Class 8 contains 38640 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15742 members 
Mstep: Class 11 contains 3539 members 
Mstep: Class 12 contains 91037 members 
Mstep: Class 13 contains 85309 members 
Mstep: Class 14 contains 471 members 
Mstep: Class 15 contains 15651 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147030 members 
Mstep: Class 18 contains 3021 members 
Mstep: Class 19 contains 151599 members 
Mstep: Class 20 contains 9799 members 
Mstep: Class 21 contains 99186 members 
Mstep: Class 22 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093016.000000 Penalty: 49056.292969
Iteration 184Q: 23 clusters Score -1.02093e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4200 members 
Mstep: Class 3 contains 7988 members 
Mstep: Class 4 contains 13513 members 
Mstep: Class 5 contains 9885 members 
Mstep: Class 6 contains 47018 members 
Mstep: Class 7 contains 149188 members 
Mstep: Class 8 contains 38646 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15752 members 
Mstep: Class 11 contains 3547 members 
Mstep: Class 12 contains 91044 members 
Mstep: Class 13 contains 84990 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 15651 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147063 members 
Mstep: Class 18 contains 3021 members 
Mstep: Class 19 contains 151953 members 
Mstep: Class 20 contains 9689 members 
Mstep: Class 21 contains 99191 members 
Mstep: Class 22 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092760.000000 Penalty: 49056.292969
Iteration 185Q: 23 clusters Score -1.020928e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 3 contains 8015 members 
Mstep: Class 4 contains 13510 members 
Mstep: Class 5 contains 9880 members 
Mstep: Class 6 contains 47019 members 
Mstep: Class 7 contains 149186 members 
Mstep: Class 8 contains 38647 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15757 members 
Mstep: Class 11 contains 3555 members 
Mstep: Class 12 contains 91058 members 
Mstep: Class 13 contains 84698 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 15648 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147088 members 
Mstep: Class 18 contains 3022 members 
Mstep: Class 19 contains 152319 members 
Mstep: Class 20 contains 9579 members 
Mstep: Class 21 contains 99161 members 
Mstep: Class 22 contains 10858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092536.000000 Penalty: 49056.292969
Iteration 186Q: 23 clusters Score -1.020925e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4203 members 
Mstep: Class 3 contains 8047 members 
Mstep: Class 4 contains 13508 members 
Mstep: Class 5 contains 9877 members 
Mstep: Class 6 contains 47016 members 
Mstep: Class 7 contains 149169 members 
Mstep: Class 8 contains 38650 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15763 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 12 contains 91078 members 
Mstep: Class 13 contains 84461 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 15648 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147122 members 
Mstep: Class 18 contains 3022 members 
Mstep: Class 19 contains 152681 members 
Mstep: Class 20 contains 9454 members 
Mstep: Class 21 contains 99080 members 
Mstep: Class 22 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092048.000000 Penalty: 49056.292969
Iteration 187Q: 23 clusters Score -1.02092e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 8057 members 
Mstep: Class 4 contains 13508 members 
Mstep: Class 5 contains 9874 members 
Mstep: Class 6 contains 47022 members 
Mstep: Class 7 contains 149142 members 
Mstep: Class 8 contains 38657 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15775 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 12 contains 91074 members 
Mstep: Class 13 contains 84268 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 15645 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147155 members 
Mstep: Class 18 contains 3022 members 
Mstep: Class 19 contains 153017 members 
Mstep: Class 20 contains 9344 members 
Mstep: Class 21 contains 99011 members 
Mstep: Class 22 contains 10858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091568.000000 Penalty: 49056.292969
Iteration 188Q: 23 clusters Score -1.020916e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 8074 members 
Mstep: Class 4 contains 13506 members 
Mstep: Class 5 contains 9870 members 
Mstep: Class 6 contains 47021 members 
Mstep: Class 7 contains 149137 members 
Mstep: Class 8 contains 38660 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15793 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 91068 members 
Mstep: Class 13 contains 84110 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 15644 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147175 members 
Mstep: Class 18 contains 3022 members 
Mstep: Class 19 contains 153360 members 
Mstep: Class 20 contains 9226 members 
Mstep: Class 21 contains 98898 members 
Mstep: Class 22 contains 10857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091680.000000 Penalty: 49056.292969
Iteration 189Q: 23 clusters Score -1.020917e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4205 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 13509 members 
Mstep: Class 5 contains 9869 members 
Mstep: Class 6 contains 47019 members 
Mstep: Class 7 contains 149117 members 
Mstep: Class 8 contains 38665 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15810 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 91067 members 
Mstep: Class 13 contains 83981 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 15645 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147200 members 
Mstep: Class 18 contains 3021 members 
Mstep: Class 19 contains 153714 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 98740 members 
Mstep: Class 22 contains 10855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091448.000000 Penalty: 49056.292969
Iteration 190Q: 23 clusters Score -1.020914e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 8114 members 
Mstep: Class 4 contains 13511 members 
Mstep: Class 5 contains 9870 members 
Mstep: Class 6 contains 47021 members 
Mstep: Class 7 contains 149099 members 
Mstep: Class 8 contains 38668 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15825 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 91064 members 
Mstep: Class 13 contains 83912 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 15645 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147227 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 154046 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 98551 members 
Mstep: Class 22 contains 10855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091128.000000 Penalty: 49056.292969
Iteration 191Q: 23 clusters Score -1.020911e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4203 members 
Mstep: Class 3 contains 8132 members 
Mstep: Class 4 contains 13518 members 
Mstep: Class 5 contains 9871 members 
Mstep: Class 6 contains 47020 members 
Mstep: Class 7 contains 149072 members 
Mstep: Class 8 contains 38675 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15831 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 91050 members 
Mstep: Class 13 contains 83870 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147255 members 
Mstep: Class 18 contains 3018 members 
Mstep: Class 19 contains 154424 members 
Mstep: Class 20 contains 8877 members 
Mstep: Class 21 contains 98300 members 
Mstep: Class 22 contains 10853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090856.000000 Penalty: 49056.292969
Iteration 192Q: 23 clusters Score -1.020909e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 8147 members 
Mstep: Class 4 contains 13526 members 
Mstep: Class 5 contains 9873 members 
Mstep: Class 6 contains 47021 members 
Mstep: Class 7 contains 149032 members 
Mstep: Class 8 contains 38680 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15842 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 91046 members 
Mstep: Class 13 contains 83869 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 15645 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147289 members 
Mstep: Class 18 contains 3018 members 
Mstep: Class 19 contains 154752 members 
Mstep: Class 20 contains 8764 members 
Mstep: Class 21 contains 98055 members 
Mstep: Class 22 contains 10851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090584.000000 Penalty: 49056.292969
Iteration 193Q: 23 clusters Score -1.020906e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 8165 members 
Mstep: Class 4 contains 13537 members 
Mstep: Class 5 contains 9875 members 
Mstep: Class 6 contains 47025 members 
Mstep: Class 7 contains 148995 members 
Mstep: Class 8 contains 38687 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15855 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 91051 members 
Mstep: Class 13 contains 83929 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 15641 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147315 members 
Mstep: Class 18 contains 3020 members 
Mstep: Class 19 contains 155030 members 
Mstep: Class 20 contains 8650 members 
Mstep: Class 21 contains 97786 members 
Mstep: Class 22 contains 10849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090264.000000 Penalty: 49056.292969
Iteration 194Q: 23 clusters Score -1.020903e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 8176 members 
Mstep: Class 4 contains 13542 members 
Mstep: Class 5 contains 9875 members 
Mstep: Class 6 contains 47024 members 
Mstep: Class 7 contains 148976 members 
Mstep: Class 8 contains 38695 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15874 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 91040 members 
Mstep: Class 13 contains 84050 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 15640 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147338 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 155291 members 
Mstep: Class 20 contains 8542 members 
Mstep: Class 21 contains 97478 members 
Mstep: Class 22 contains 10847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090336.000000 Penalty: 49056.292969
Iteration 195Q: 23 clusters Score -1.020903e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 8185 members 
Mstep: Class 4 contains 13543 members 
Mstep: Class 5 contains 9873 members 
Mstep: Class 6 contains 47027 members 
Mstep: Class 7 contains 148959 members 
Mstep: Class 8 contains 38702 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15890 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 91044 members 
Mstep: Class 13 contains 84180 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 15640 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147361 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 155565 members 
Mstep: Class 20 contains 8429 members 
Mstep: Class 21 contains 97139 members 
Mstep: Class 22 contains 10847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090072.000000 Penalty: 49056.292969
Iteration 196Q: 23 clusters Score -1.020901e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4203 members 
Mstep: Class 3 contains 8204 members 
Mstep: Class 4 contains 13548 members 
Mstep: Class 5 contains 9871 members 
Mstep: Class 6 contains 47027 members 
Mstep: Class 7 contains 148954 members 
Mstep: Class 8 contains 38712 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15899 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 91042 members 
Mstep: Class 13 contains 84326 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 15644 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147358 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 155893 members 
Mstep: Class 20 contains 8292 members 
Mstep: Class 21 contains 96773 members 
Mstep: Class 22 contains 10843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089920.000000 Penalty: 49056.292969
Iteration 197Q: 23 clusters Score -1.020899e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4203 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 13548 members 
Mstep: Class 5 contains 9871 members 
Mstep: Class 6 contains 47029 members 
Mstep: Class 7 contains 148957 members 
Mstep: Class 8 contains 38724 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15912 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 91031 members 
Mstep: Class 13 contains 84490 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147346 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 156161 members 
Mstep: Class 20 contains 8162 members 
Mstep: Class 21 contains 96439 members 
Mstep: Class 22 contains 10844 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 198Q: 23 clusters Score -1.020893e+08 nChanged 1264
Entering ConstructFrom: 
Score: -102089312.000000 Penalty: 49056.292969
Entering ConstructFrom: 
Trying to split cluster 1 (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: -260792.687500 Penalty: 1269.774292
	Iteration 0F: 2 clusters Score -260792.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -258487.921875 Penalty: 2539.548584
	Iteration 0F: 3 clusters Score -258487.9 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -259092.187500 Penalty: 2539.548584
	Iteration 1F: 3 clusters Score -259092.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -259369.718750 Penalty: 2539.548584
	Iteration 2F: 3 clusters Score -259369.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -259591.046875 Penalty: 2539.548584
	Iteration 3F: 3 clusters Score -259591 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -259746.234375 Penalty: 2539.548584
	Iteration 4F: 3 clusters Score -259746.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -259853.250000 Penalty: 2539.548584
	Iteration 5F: 3 clusters Score -259853.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -259944.218750 Penalty: 2539.548584
	Iteration 6Q: 3 clusters Score -259944.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -260003.859375 Penalty: 2539.548584
	Iteration 7Q: 3 clusters Score -260003.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -260053.328125 Penalty: 2539.548584
	Iteration 8Q: 3 clusters Score -260053.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -260100.468750 Penalty: 2539.548584
	Iteration 9Q: 3 clusters Score -260100.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -260150.125000 Penalty: 2539.548584
	Iteration 10Q: 3 clusters Score -260150.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -260200.656250 Penalty: 2539.548584
	Iteration 11Q: 3 clusters Score -260200.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -260235.031250 Penalty: 2539.548584
	Iteration 12Q: 3 clusters Score -260235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -260255.562500 Penalty: 2539.548584
	Iteration 13Q: 3 clusters Score -260255.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -260272.109375 Penalty: 2539.548584
	Iteration 14Q: 3 clusters Score -260272.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -260285.375000 Penalty: 2539.548584
	Iteration 15Q: 3 clusters Score -260285.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -260292.640625 Penalty: 2539.548584
	Iteration 16Q: 3 clusters Score -260292.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -260298.906250 Penalty: 2539.548584
	Iteration 17Q: 3 clusters Score -260298.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -260304.656250 Penalty: 2539.548584
	Iteration 18Q: 3 clusters Score -260304.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -260306.875000 Penalty: 2539.548584
	Iteration 19Q: 3 clusters Score -260306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -260309.500000 Penalty: 2539.548584
	Iteration 20F: 3 clusters Score -260309.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -260311.156250 Penalty: 2539.548584
	Iteration 21Q: 3 clusters Score -260311.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -260312.375000 Penalty: 2539.548584
	Iteration 22Q: 3 clusters Score -260312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -260312.687500 Penalty: 2539.548584
	Iteration 23Q: 3 clusters Score -260312.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -260312.687500 Penalty: 2539.548584
	Iteration 24F: 3 clusters Score -260312.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Entering Unmasked Estep 
Score: -455981.812500 Penalty: 1355.866211
	Iteration 0F: 2 clusters Score -455981.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -452467.843750 Penalty: 2711.732422
	Iteration 0F: 3 clusters Score -452467.8 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -453419.531250 Penalty: 2711.732422
	Iteration 1F: 3 clusters Score -453419.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -453605.968750 Penalty: 2711.732422
	Iteration 2F: 3 clusters Score -453606 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -453763.968750 Penalty: 2711.732422
	Iteration 3F: 3 clusters Score -453764 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -453925.281250 Penalty: 2711.732422
	Iteration 4F: 3 clusters Score -453925.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -454085.937500 Penalty: 2711.732422
	Iteration 5Q: 3 clusters Score -454085.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -454203.843750 Penalty: 2711.732422
	Iteration 6Q: 3 clusters Score -454203.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -454294.625000 Penalty: 2711.732422
	Iteration 7Q: 3 clusters Score -454294.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -454366.781250 Penalty: 2711.732422
	Iteration 8Q: 3 clusters Score -454366.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -454428.468750 Penalty: 2711.732422
	Iteration 9Q: 3 clusters Score -454428.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -454472.656250 Penalty: 2711.732422
	Iteration 10Q: 3 clusters Score -454472.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -454513.406250 Penalty: 2711.732422
	Iteration 11Q: 3 clusters Score -454513.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -454549.718750 Penalty: 2711.732422
	Iteration 12Q: 3 clusters Score -454549.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -454584.000000 Penalty: 2711.732422
	Iteration 13Q: 3 clusters Score -454584 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -454612.531250 Penalty: 2711.732422
	Iteration 14Q: 3 clusters Score -454612.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -454649.000000 Penalty: 2711.732422
	Iteration 15Q: 3 clusters Score -454649 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -454680.781250 Penalty: 2711.732422
	Iteration 16Q: 3 clusters Score -454680.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -454708.312500 Penalty: 2711.732422
	Iteration 17Q: 3 clusters Score -454708.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -454728.812500 Penalty: 2711.732422
	Iteration 18Q: 3 clusters Score -454728.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -454742.968750 Penalty: 2711.732422
	Iteration 19Q: 3 clusters Score -454743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -454755.156250 Penalty: 2711.732422
	Iteration 20F: 3 clusters Score -454755.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -454763.437500 Penalty: 2711.732422
	Iteration 21Q: 3 clusters Score -454763.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -454767.343750 Penalty: 2711.732422
	Iteration 22Q: 3 clusters Score -454767.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -454769.500000 Penalty: 2711.732422
	Iteration 23Q: 3 clusters Score -454769.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -454770.500000 Penalty: 2711.732422
	Iteration 24Q: 3 clusters Score -454770.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -454770.843750 Penalty: 2711.732422
	Iteration 25Q: 3 clusters Score -454770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -454771.843750 Penalty: 2711.732422
	Iteration 26Q: 3 clusters Score -454771.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -454772.093750 Penalty: 2711.732422
	Iteration 27Q: 3 clusters Score -454772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -454774.156250 Penalty: 2711.732422
	Iteration 28Q: 3 clusters Score -454774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -454773.125000 Penalty: 2711.732422
	Iteration 29Q: 3 clusters Score -454773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -454773.500000 Penalty: 2711.732422
	Iteration 30Q: 3 clusters Score -454773.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -454775.718750 Penalty: 2711.732422
	Iteration 31Q: 3 clusters Score -454775.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -454776.562500 Penalty: 2711.732422
	Iteration 32Q: 3 clusters Score -454776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -454777.156250 Penalty: 2711.732422
	Iteration 33Q: 3 clusters Score -454777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -454777.156250 Penalty: 2711.732422
	Iteration 34F: 3 clusters Score -454777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Entering Unmasked Estep 
Score: -949372.625000 Penalty: 1465.341064
	Iteration 0F: 2 clusters Score -949372.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -943325.125000 Penalty: 2930.682129
	Iteration 0F: 3 clusters Score -943325.1 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -945338.875000 Penalty: 2930.682129
	Iteration 1F: 3 clusters Score -945338.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -945789.250000 Penalty: 2930.682129
	Iteration 2F: 3 clusters Score -945789.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -946319.500000 Penalty: 2930.682129
	Iteration 3F: 3 clusters Score -946319.5 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -946840.187500 Penalty: 2930.682129
	Iteration 4F: 3 clusters Score -946840.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -947409.187500 Penalty: 2930.682129
	Iteration 5F: 3 clusters Score -947409.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -948008.375000 Penalty: 2930.682129
	Iteration 6F: 3 clusters Score -948008.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -948512.312500 Penalty: 2930.682129
	Iteration 7F: 3 clusters Score -948512.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -948812.625000 Penalty: 2930.682129
	Iteration 8Q: 3 clusters Score -948812.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -948918.000000 Penalty: 2930.682129
	Iteration 9Q: 3 clusters Score -948918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -948951.875000 Penalty: 2930.682129
	Iteration 10Q: 3 clusters Score -948951.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -948965.312500 Penalty: 2930.682129
	Iteration 11Q: 3 clusters Score -948965.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -948976.250000 Penalty: 2930.682129
	Iteration 12Q: 3 clusters Score -948976.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -948978.625000 Penalty: 2930.682129
	Iteration 13Q: 3 clusters Score -948978.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -948983.187500 Penalty: 2930.682129
	Iteration 14Q: 3 clusters Score -948983.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -948985.937500 Penalty: 2930.682129
	Iteration 15Q: 3 clusters Score -948985.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -948988.125000 Penalty: 2930.682129
	Iteration 16Q: 3 clusters Score -948988.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -948993.562500 Penalty: 2930.682129
	Iteration 17Q: 3 clusters Score -948993.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -948993.312500 Penalty: 2930.682129
	Iteration 18Q: 3 clusters Score -948993.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -948997.875000 Penalty: 2930.682129
	Iteration 19Q: 3 clusters Score -948997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -949000.125000 Penalty: 2930.682129
	Iteration 20F: 3 clusters Score -949000.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -949001.750000 Penalty: 2930.682129
	Iteration 21Q: 3 clusters Score -949001.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -949004.625000 Penalty: 2930.682129
	Iteration 22Q: 3 clusters Score -949004.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -949007.000000 Penalty: 2930.682129
	Iteration 23Q: 3 clusters Score -949007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -949008.000000 Penalty: 2930.682129
	Iteration 24Q: 3 clusters Score -949008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -949009.000000 Penalty: 2930.682129
	Iteration 25Q: 3 clusters Score -949009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -949009.937500 Penalty: 2930.682129
	Iteration 26Q: 3 clusters Score -949009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -949008.562500 Penalty: 2930.682129
	Iteration 27Q: 3 clusters Score -949008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -949010.375000 Penalty: 2930.682129
	Iteration 28Q: 3 clusters Score -949010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -949008.812500 Penalty: 2930.682129
	Iteration 29Q: 3 clusters Score -949008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -949008.937500 Penalty: 2930.682129
	Iteration 30Q: 3 clusters Score -949008.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -949008.875000 Penalty: 2930.682129
	Iteration 31Q: 3 clusters Score -949008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -949009.875000 Penalty: 2930.682129
	Iteration 32Q: 3 clusters Score -949009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -949008.625000 Penalty: 2930.682129
	Iteration 33Q: 3 clusters Score -949008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -949010.250000 Penalty: 2930.682129
	Iteration 34Q: 3 clusters Score -949010.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -949010.250000 Penalty: 2930.682129
	Iteration 35F: 3 clusters Score -949010.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Entering Unmasked Estep 
Score: -1566442.125000 Penalty: 1546.012085
	Iteration 0F: 2 clusters Score -1566442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1556993.250000 Penalty: 3092.024170
	Iteration 0F: 3 clusters Score -1556993 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1560241.625000 Penalty: 3092.024170
	Iteration 1F: 3 clusters Score -1560242 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1560600.625000 Penalty: 3092.024170
	Iteration 2F: 3 clusters Score -1560601 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1560930.625000 Penalty: 3092.024170
	Iteration 3F: 3 clusters Score -1560931 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1561293.625000 Penalty: 3092.024170
	Iteration 4F: 3 clusters Score -1561294 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1561737.875000 Penalty: 3092.024170
	Iteration 5F: 3 clusters Score -1561738 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1562260.000000 Penalty: 3092.024170
	Iteration 6F: 3 clusters Score -1562260 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1562774.125000 Penalty: 3092.024170
	Iteration 7F: 3 clusters Score -1562774 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1563318.875000 Penalty: 3092.024170
	Iteration 8F: 3 clusters Score -1563319 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1563784.250000 Penalty: 3092.024170
	Iteration 9Q: 3 clusters Score -1563784 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1564147.375000 Penalty: 3092.024170
	Iteration 10Q: 3 clusters Score -1564147 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1564383.750000 Penalty: 3092.024170
	Iteration 11Q: 3 clusters Score -1564384 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1564546.500000 Penalty: 3092.024170
	Iteration 12Q: 3 clusters Score -1564546 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1564661.625000 Penalty: 3092.024170
	Iteration 13Q: 3 clusters Score -1564662 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1564736.750000 Penalty: 3092.024170
	Iteration 14Q: 3 clusters Score -1564737 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1564800.500000 Penalty: 3092.024170
	Iteration 15Q: 3 clusters Score -1564800 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1564857.375000 Penalty: 3092.024170
	Iteration 16Q: 3 clusters Score -1564857 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1564894.875000 Penalty: 3092.024170
	Iteration 17Q: 3 clusters Score -1564895 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1564929.625000 Penalty: 3092.024170
	Iteration 18Q: 3 clusters Score -1564930 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1564966.875000 Penalty: 3092.024170
	Iteration 19Q: 3 clusters Score -1564967 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1565001.375000 Penalty: 3092.024170
	Iteration 20F: 3 clusters Score -1565001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1565019.625000 Penalty: 3092.024170
	Iteration 21Q: 3 clusters Score -1565020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1565038.250000 Penalty: 3092.024170
	Iteration 22Q: 3 clusters Score -1565038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1565061.375000 Penalty: 3092.024170
	Iteration 23Q: 3 clusters Score -1565061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1565084.000000 Penalty: 3092.024170
	Iteration 24Q: 3 clusters Score -1565084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1565109.375000 Penalty: 3092.024170
	Iteration 25Q: 3 clusters Score -1565109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1565128.875000 Penalty: 3092.024170
	Iteration 26Q: 3 clusters Score -1565129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1565144.625000 Penalty: 3092.024170
	Iteration 27Q: 3 clusters Score -1565145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1565154.875000 Penalty: 3092.024170
	Iteration 28Q: 3 clusters Score -1565155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1565165.125000 Penalty: 3092.024170
	Iteration 29Q: 3 clusters Score -1565165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1565174.000000 Penalty: 3092.024170
	Iteration 30Q: 3 clusters Score -1565174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1565179.500000 Penalty: 3092.024170
	Iteration 31Q: 3 clusters Score -1565180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1565187.000000 Penalty: 3092.024170
	Iteration 32Q: 3 clusters Score -1565187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1565191.375000 Penalty: 3092.024170
	Iteration 33Q: 3 clusters Score -1565191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1565200.125000 Penalty: 3092.024170
	Iteration 34Q: 3 clusters Score -1565200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1565206.500000 Penalty: 3092.024170
	Iteration 35Q: 3 clusters Score -1565206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1565210.875000 Penalty: 3092.024170
	Iteration 36Q: 3 clusters Score -1565211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1565215.625000 Penalty: 3092.024170
	Iteration 37Q: 3 clusters Score -1565216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1565219.625000 Penalty: 3092.024170
	Iteration 38Q: 3 clusters Score -1565220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1565219.625000 Penalty: 3092.024170
	Iteration 39Q: 3 clusters Score -1565220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1565221.125000 Penalty: 3092.024170
	Iteration 40F: 3 clusters Score -1565221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1565219.125000 Penalty: 3092.024170
	Iteration 41Q: 3 clusters Score -1565219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1565218.000000 Penalty: 3092.024170
	Iteration 42Q: 3 clusters Score -1565218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1565219.875000 Penalty: 3092.024170
	Iteration 43Q: 3 clusters Score -1565220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1565218.750000 Penalty: 3092.024170
	Iteration 44Q: 3 clusters Score -1565219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1565219.875000 Penalty: 3092.024170
	Iteration 45Q: 3 clusters Score -1565220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1565223.000000 Penalty: 3092.024170
	Iteration 46Q: 3 clusters Score -1565223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1565224.250000 Penalty: 3092.024170
	Iteration 47Q: 3 clusters Score -1565224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1565226.250000 Penalty: 3092.024170
	Iteration 48Q: 3 clusters Score -1565226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1565225.875000 Penalty: 3092.024170
	Iteration 49Q: 3 clusters Score -1565226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1565227.125000 Penalty: 3092.024170
	Iteration 50Q: 3 clusters Score -1565227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1565227.000000 Penalty: 3092.024170
	Iteration 51Q: 3 clusters Score -1565227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1565230.000000 Penalty: 3092.024170
	Iteration 52Q: 3 clusters Score -1565230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1565230.000000 Penalty: 3092.024170
	Iteration 53F: 3 clusters Score -1565230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Entering Unmasked Estep 
Score: -1127002.750000 Penalty: 1494.586792
	Iteration 0F: 2 clusters Score -1127003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1119844.500000 Penalty: 2989.173584
	Iteration 0F: 3 clusters Score -1119844 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1122156.125000 Penalty: 2989.173584
	Iteration 1F: 3 clusters Score -1122156 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1122432.750000 Penalty: 2989.173584
	Iteration 2F: 3 clusters Score -1122433 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1122682.000000 Penalty: 2989.173584
	Iteration 3F: 3 clusters Score -1122682 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1122977.500000 Penalty: 2989.173584
	Iteration 4F: 3 clusters Score -1122978 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1123293.500000 Penalty: 2989.173584
	Iteration 5F: 3 clusters Score -1123294 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1123645.625000 Penalty: 2989.173584
	Iteration 6F: 3 clusters Score -1123646 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1124048.500000 Penalty: 2989.173584
	Iteration 7F: 3 clusters Score -1124048 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1124497.125000 Penalty: 2989.173584
	Iteration 8F: 3 clusters Score -1124497 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1124944.875000 Penalty: 2989.173584
	Iteration 9F: 3 clusters Score -1124945 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1125289.125000 Penalty: 2989.173584
	Iteration 10Q: 3 clusters Score -1125289 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1125473.750000 Penalty: 2989.173584
	Iteration 11Q: 3 clusters Score -1125474 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1125567.750000 Penalty: 2989.173584
	Iteration 12Q: 3 clusters Score -1125568 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1125618.375000 Penalty: 2989.173584
	Iteration 13Q: 3 clusters Score -1125618 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1125649.250000 Penalty: 2989.173584
	Iteration 14Q: 3 clusters Score -1125649 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1125659.125000 Penalty: 2989.173584
	Iteration 15Q: 3 clusters Score -1125659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1125670.125000 Penalty: 2989.173584
	Iteration 16Q: 3 clusters Score -1125670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1125679.375000 Penalty: 2989.173584
	Iteration 17Q: 3 clusters Score -1125679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1125681.875000 Penalty: 2989.173584
	Iteration 18Q: 3 clusters Score -1125682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1125686.500000 Penalty: 2989.173584
	Iteration 19Q: 3 clusters Score -1125686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1125686.625000 Penalty: 2989.173584
	Iteration 20F: 3 clusters Score -1125687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1125688.250000 Penalty: 2989.173584
	Iteration 21Q: 3 clusters Score -1125688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1125689.625000 Penalty: 2989.173584
	Iteration 22Q: 3 clusters Score -1125690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1125690.500000 Penalty: 2989.173584
	Iteration 23Q: 3 clusters Score -1125690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1125693.250000 Penalty: 2989.173584
	Iteration 24Q: 3 clusters Score -1125693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1125694.625000 Penalty: 2989.173584
	Iteration 25Q: 3 clusters Score -1125695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1125693.875000 Penalty: 2989.173584
	Iteration 26Q: 3 clusters Score -1125694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1125693.000000 Penalty: 2989.173584
	Iteration 27Q: 3 clusters Score -1125693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1125694.625000 Penalty: 2989.173584
	Iteration 28Q: 3 clusters Score -1125695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1125694.500000 Penalty: 2989.173584
	Iteration 29Q: 3 clusters Score -1125694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1125694.875000 Penalty: 2989.173584
	Iteration 30Q: 3 clusters Score -1125695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1125694.250000 Penalty: 2989.173584
	Iteration 31Q: 3 clusters Score -1125694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1125694.250000 Penalty: 2989.173584
	Iteration 32F: 3 clusters Score -1125694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Entering Unmasked Estep 
Score: -5392424.500000 Penalty: 1748.259521
	Iteration 0F: 2 clusters Score -5392424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -5360890.500000 Penalty: 3496.519043
	Iteration 0F: 3 clusters Score -5360890 nChanged 22061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -5373641.500000 Penalty: 3496.519043
	Iteration 1F: 3 clusters Score -5373642 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -5374398.500000 Penalty: 3496.519043
	Iteration 2Q: 3 clusters Score -5374398 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -5375306.500000 Penalty: 3496.519043
	Iteration 3Q: 3 clusters Score -5375306 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -5376188.500000 Penalty: 3496.519043
	Iteration 4Q: 3 clusters Score -5376188 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -5377198.000000 Penalty: 3496.519043
	Iteration 5Q: 3 clusters Score -5377198 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -5378350.000000 Penalty: 3496.519043
	Iteration 6Q: 3 clusters Score -5378350 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -5379710.500000 Penalty: 3496.519043
	Iteration 7F: 3 clusters Score -5379710 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -5381354.000000 Penalty: 3496.519043
	Iteration 8F: 3 clusters Score -5381354 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -5383134.000000 Penalty: 3496.519043
	Iteration 9F: 3 clusters Score -5383134 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -5384797.500000 Penalty: 3496.519043
	Iteration 10Q: 3 clusters Score -5384798 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -5386218.500000 Penalty: 3496.519043
	Iteration 11Q: 3 clusters Score -5386218 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -5387321.500000 Penalty: 3496.519043
	Iteration 12Q: 3 clusters Score -5387322 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -5388207.000000 Penalty: 3496.519043
	Iteration 13Q: 3 clusters Score -5388207 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -5388956.000000 Penalty: 3496.519043
	Iteration 14Q: 3 clusters Score -5388956 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5389502.500000 Penalty: 3496.519043
	Iteration 15Q: 3 clusters Score -5389502 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5389934.500000 Penalty: 3496.519043
	Iteration 16Q: 3 clusters Score -5389934 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5390239.500000 Penalty: 3496.519043
	Iteration 17Q: 3 clusters Score -5390240 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5390452.000000 Penalty: 3496.519043
	Iteration 18Q: 3 clusters Score -5390452 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5390591.000000 Penalty: 3496.519043
	Iteration 19Q: 3 clusters Score -5390591 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5390671.000000 Penalty: 3496.519043
	Iteration 20F: 3 clusters Score -5390671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5390722.000000 Penalty: 3496.519043
	Iteration 21Q: 3 clusters Score -5390722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5390759.000000 Penalty: 3496.519043
	Iteration 22Q: 3 clusters Score -5390759 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5390790.000000 Penalty: 3496.519043
	Iteration 23Q: 3 clusters Score -5390790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5390822.500000 Penalty: 3496.519043
	Iteration 24Q: 3 clusters Score -5390822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5390847.000000 Penalty: 3496.519043
	Iteration 25Q: 3 clusters Score -5390847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5390854.500000 Penalty: 3496.519043
	Iteration 26Q: 3 clusters Score -5390854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5390868.000000 Penalty: 3496.519043
	Iteration 27Q: 3 clusters Score -5390868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5390882.000000 Penalty: 3496.519043
	Iteration 28Q: 3 clusters Score -5390882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5390876.000000 Penalty: 3496.519043
	Iteration 29Q: 3 clusters Score -5390876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5390875.500000 Penalty: 3496.519043
	Iteration 30Q: 3 clusters Score -5390876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5390881.000000 Penalty: 3496.519043
	Iteration 31Q: 3 clusters Score -5390881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5390879.500000 Penalty: 3496.519043
	Iteration 32Q: 3 clusters Score -5390880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5390879.000000 Penalty: 3496.519043
	Iteration 33Q: 3 clusters Score -5390879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5390880.500000 Penalty: 3496.519043
	Iteration 34Q: 3 clusters Score -5390880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5390885.500000 Penalty: 3496.519043
	Iteration 35Q: 3 clusters Score -5390886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5390887.000000 Penalty: 3496.519043
	Iteration 36Q: 3 clusters Score -5390887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5390885.000000 Penalty: 3496.519043
	Iteration 37Q: 3 clusters Score -5390885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5390885.000000 Penalty: 3496.519043
	Iteration 38F: 3 clusters Score -5390885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (148964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148964 members 
Entering Unmasked Estep 
Score: -16824720.000000 Penalty: 1935.612183
	Iteration 0F: 2 clusters Score -1.682472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74524 members 
Mstep: Class 2 contains 74440 members 
Entering Unmasked Estep 
Score: -16726094.000000 Penalty: 3871.224365
	Iteration 0F: 3 clusters Score -1.672609e+07 nChanged 71707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Mstep: Class 2 contains 73325 members 
Entering Unmasked Estep 
Score: -16769876.000000 Penalty: 3871.224365
	Iteration 1F: 3 clusters Score -1.676988e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -16772077.000000 Penalty: 3871.224365
	Iteration 2Q: 3 clusters Score -1.677208e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -16775293.000000 Penalty: 3871.224365
	Iteration 3Q: 3 clusters Score -1.677529e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79091 members 
Mstep: Class 2 contains 69873 members 
Entering Unmasked Estep 
Score: -16779572.000000 Penalty: 3871.224365
	Iteration 4F: 3 clusters Score -1.677957e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -16784892.000000 Penalty: 3871.224365
	Iteration 5F: 3 clusters Score -1.678489e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87030 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -16791194.000000 Penalty: 3871.224365
	Iteration 6F: 3 clusters Score -1.679119e+07 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 56276 members 
Entering Unmasked Estep 
Score: -16798046.000000 Penalty: 3871.224365
	Iteration 7F: 3 clusters Score -1.679805e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98390 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -16804226.000000 Penalty: 3871.224365
	Iteration 8F: 3 clusters Score -1.680423e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103221 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -16808874.000000 Penalty: 3871.224365
	Iteration 9Q: 3 clusters Score -1.680887e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107270 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -16811694.000000 Penalty: 3871.224365
	Iteration 10Q: 3 clusters Score -1.681169e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110785 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -16813536.000000 Penalty: 3871.224365
	Iteration 11Q: 3 clusters Score -1.681354e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113967 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -16814944.000000 Penalty: 3871.224365
	Iteration 12Q: 3 clusters Score -1.681494e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116848 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -16816172.000000 Penalty: 3871.224365
	Iteration 13Q: 3 clusters Score -1.681617e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119565 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -16817108.000000 Penalty: 3871.224365
	Iteration 14Q: 3 clusters Score -1.681711e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122135 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -16818022.000000 Penalty: 3871.224365
	Iteration 15Q: 3 clusters Score -1.681802e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124551 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -16818974.000000 Penalty: 3871.224365
	Iteration 16Q: 3 clusters Score -1.681897e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126746 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -16819736.000000 Penalty: 3871.224365
	Iteration 17Q: 3 clusters Score -1.681974e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128781 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -16820442.000000 Penalty: 3871.224365
	Iteration 18Q: 3 clusters Score -1.682044e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130625 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -16821080.000000 Penalty: 3871.224365
	Iteration 19Q: 3 clusters Score -1.682108e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132308 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -16821694.000000 Penalty: 3871.224365
	Iteration 20F: 3 clusters Score -1.682169e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133814 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -16822078.000000 Penalty: 3871.224365
	Iteration 21Q: 3 clusters Score -1.682208e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135166 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -16822512.000000 Penalty: 3871.224365
	Iteration 22Q: 3 clusters Score -1.682251e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136415 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -16822806.000000 Penalty: 3871.224365
	Iteration 23Q: 3 clusters Score -1.682281e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137560 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -16823052.000000 Penalty: 3871.224365
	Iteration 24Q: 3 clusters Score -1.682305e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138616 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -16823346.000000 Penalty: 3871.224365
	Iteration 25Q: 3 clusters Score -1.682335e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139610 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -16823586.000000 Penalty: 3871.224365
	Iteration 26Q: 3 clusters Score -1.682359e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140498 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -16823758.000000 Penalty: 3871.224365
	Iteration 27Q: 3 clusters Score -1.682376e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141300 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -16823948.000000 Penalty: 3871.224365
	Iteration 28Q: 3 clusters Score -1.682395e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142017 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -16824052.000000 Penalty: 3871.224365
	Iteration 29Q: 3 clusters Score -1.682405e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142620 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -16824134.000000 Penalty: 3871.224365
	Iteration 30Q: 3 clusters Score -1.682413e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143141 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -16824158.000000 Penalty: 3871.224365
	Iteration 31Q: 3 clusters Score -1.682416e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143600 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -16824292.000000 Penalty: 3871.224365
	Iteration 32Q: 3 clusters Score -1.682429e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143989 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -16824376.000000 Penalty: 3871.224365
	Iteration 33Q: 3 clusters Score -1.682438e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144334 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -16824388.000000 Penalty: 3871.224365
	Iteration 34Q: 3 clusters Score -1.682439e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144635 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -16824386.000000 Penalty: 3871.224365
	Iteration 35Q: 3 clusters Score -1.682439e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144888 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -16824416.000000 Penalty: 3871.224365
	Iteration 36Q: 3 clusters Score -1.682442e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145122 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -16824444.000000 Penalty: 3871.224365
	Iteration 37Q: 3 clusters Score -1.682444e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145291 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -16824448.000000 Penalty: 3871.224365
	Iteration 38Q: 3 clusters Score -1.682445e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145448 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -16824486.000000 Penalty: 3871.224365
	Iteration 39Q: 3 clusters Score -1.682449e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145587 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -16824488.000000 Penalty: 3871.224365
	Iteration 40F: 3 clusters Score -1.682449e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145706 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -16824494.000000 Penalty: 3871.224365
	Iteration 41Q: 3 clusters Score -1.682449e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145800 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -16824528.000000 Penalty: 3871.224365
	Iteration 42Q: 3 clusters Score -1.682453e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145874 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -16824514.000000 Penalty: 3871.224365
	Iteration 43Q: 3 clusters Score -1.682451e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145930 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -16824512.000000 Penalty: 3871.224365
	Iteration 44Q: 3 clusters Score -1.682451e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145973 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -16824510.000000 Penalty: 3871.224365
	Iteration 45Q: 3 clusters Score -1.682451e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146012 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -16824524.000000 Penalty: 3871.224365
	Iteration 46Q: 3 clusters Score -1.682452e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146049 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -16824502.000000 Penalty: 3871.224365
	Iteration 47Q: 3 clusters Score -1.68245e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146079 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -16824502.000000 Penalty: 3871.224365
	Iteration 48Q: 3 clusters Score -1.68245e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146099 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -16824504.000000 Penalty: 3871.224365
	Iteration 49Q: 3 clusters Score -1.68245e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146121 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -16824484.000000 Penalty: 3871.224365
	Iteration 50Q: 3 clusters Score -1.682448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146139 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -16824468.000000 Penalty: 3871.224365
	Iteration 51Q: 3 clusters Score -1.682447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146154 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -16824460.000000 Penalty: 3871.224365
	Iteration 52Q: 3 clusters Score -1.682446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146167 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -16824460.000000 Penalty: 3871.224365
	Iteration 53Q: 3 clusters Score -1.682446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146185 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -16824464.000000 Penalty: 3871.224365
	Iteration 54Q: 3 clusters Score -1.682446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146196 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -16824464.000000 Penalty: 3871.224365
	Iteration 55Q: 3 clusters Score -1.682446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146201 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -16824448.000000 Penalty: 3871.224365
	Iteration 56Q: 3 clusters Score -1.682445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146208 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -16824448.000000 Penalty: 3871.224365
	Iteration 57Q: 3 clusters Score -1.682445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146212 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -16824440.000000 Penalty: 3871.224365
	Iteration 58Q: 3 clusters Score -1.682444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146214 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -16824444.000000 Penalty: 3871.224365
	Iteration 59Q: 3 clusters Score -1.682444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146214 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -16824450.000000 Penalty: 3871.224365
	Iteration 60F: 3 clusters Score -1.682445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146213 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -16824448.000000 Penalty: 3871.224365
	Iteration 61Q: 3 clusters Score -1.682445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146212 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -16824444.000000 Penalty: 3871.224365
	Iteration 62Q: 3 clusters Score -1.682444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146211 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -16824442.000000 Penalty: 3871.224365
	Iteration 63Q: 3 clusters Score -1.682444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146212 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -16824438.000000 Penalty: 3871.224365
	Iteration 64Q: 3 clusters Score -1.682444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146212 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -16824440.000000 Penalty: 3871.224365
	Iteration 65Q: 3 clusters Score -1.682444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146210 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -16824452.000000 Penalty: 3871.224365
	Iteration 66Q: 3 clusters Score -1.682445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146210 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -16824454.000000 Penalty: 3871.224365
	Iteration 67Q: 3 clusters Score -1.682445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146209 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -16824444.000000 Penalty: 3871.224365
	Iteration 68Q: 3 clusters Score -1.682444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146211 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -16824444.000000 Penalty: 3871.224365
	Iteration 69Q: 3 clusters Score -1.682444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146219 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -16824446.000000 Penalty: 3871.224365
	Iteration 70Q: 3 clusters Score -1.682445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146226 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -16824454.000000 Penalty: 3871.224365
	Iteration 71Q: 3 clusters Score -1.682445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146230 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -16824450.000000 Penalty: 3871.224365
	Iteration 72Q: 3 clusters Score -1.682445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146236 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -16824456.000000 Penalty: 3871.224365
	Iteration 73Q: 3 clusters Score -1.682446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146239 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -16824458.000000 Penalty: 3871.224365
	Iteration 74Q: 3 clusters Score -1.682446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146247 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -16824464.000000 Penalty: 3871.224365
	Iteration 75Q: 3 clusters Score -1.682446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146251 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -16824448.000000 Penalty: 3871.224365
	Iteration 76Q: 3 clusters Score -1.682445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146261 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -16824440.000000 Penalty: 3871.224365
	Iteration 77Q: 3 clusters Score -1.682444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146269 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -16824444.000000 Penalty: 3871.224365
	Iteration 78Q: 3 clusters Score -1.682444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146271 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -16824448.000000 Penalty: 3871.224365
	Iteration 79Q: 3 clusters Score -1.682445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146281 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -16824450.000000 Penalty: 3871.224365
	Iteration 80F: 3 clusters Score -1.682445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146286 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -16824448.000000 Penalty: 3871.224365
	Iteration 81Q: 3 clusters Score -1.682445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146288 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -16824432.000000 Penalty: 3871.224365
	Iteration 82Q: 3 clusters Score -1.682443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146288 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -16824430.000000 Penalty: 3871.224365
	Iteration 83Q: 3 clusters Score -1.682443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146290 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -16824428.000000 Penalty: 3871.224365
	Iteration 84Q: 3 clusters Score -1.682443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146290 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -16824438.000000 Penalty: 3871.224365
	Iteration 85Q: 3 clusters Score -1.682444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146292 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -16824438.000000 Penalty: 3871.224365
	Iteration 86Q: 3 clusters Score -1.682444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146296 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -16824446.000000 Penalty: 3871.224365
	Iteration 87Q: 3 clusters Score -1.682445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146299 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -16824448.000000 Penalty: 3871.224365
	Iteration 88Q: 3 clusters Score -1.682445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146300 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -16824442.000000 Penalty: 3871.224365
	Iteration 89Q: 3 clusters Score -1.682444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146301 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -16824438.000000 Penalty: 3871.224365
	Iteration 90Q: 3 clusters Score -1.682444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146301 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -16824438.000000 Penalty: 3871.224365
	Iteration 91F: 3 clusters Score -1.682444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Entering Unmasked Estep 
Score: -4278516.500000 Penalty: 1716.710205
	Iteration 0F: 2 clusters Score -4278516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -4252505.500000 Penalty: 3433.420410
	Iteration 0F: 3 clusters Score -4252506 nChanged 17936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -4262570.000000 Penalty: 3433.420410
	Iteration 1F: 3 clusters Score -4262570 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -4263059.500000 Penalty: 3433.420410
	Iteration 2Q: 3 clusters Score -4263060 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -4263648.000000 Penalty: 3433.420410
	Iteration 3Q: 3 clusters Score -4263648 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -4264596.500000 Penalty: 3433.420410
	Iteration 4Q: 3 clusters Score -4264596 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -4266041.000000 Penalty: 3433.420410
	Iteration 5F: 3 clusters Score -4266041 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -4268253.000000 Penalty: 3433.420410
	Iteration 6F: 3 clusters Score -4268253 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -4271056.000000 Penalty: 3433.420410
	Iteration 7F: 3 clusters Score -4271056 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -4273808.000000 Penalty: 3433.420410
	Iteration 8F: 3 clusters Score -4273808 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4275589.000000 Penalty: 3433.420410
	Iteration 9Q: 3 clusters Score -4275589 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4276382.500000 Penalty: 3433.420410
	Iteration 10Q: 3 clusters Score -4276382 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4276757.500000 Penalty: 3433.420410
	Iteration 11Q: 3 clusters Score -4276758 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4276940.000000 Penalty: 3433.420410
	Iteration 12Q: 3 clusters Score -4276940 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4277015.000000 Penalty: 3433.420410
	Iteration 13Q: 3 clusters Score -4277015 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4277067.000000 Penalty: 3433.420410
	Iteration 14Q: 3 clusters Score -4277067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4277104.000000 Penalty: 3433.420410
	Iteration 15Q: 3 clusters Score -4277104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4277121.000000 Penalty: 3433.420410
	Iteration 16Q: 3 clusters Score -4277121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4277134.000000 Penalty: 3433.420410
	Iteration 17Q: 3 clusters Score -4277134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4277141.500000 Penalty: 3433.420410
	Iteration 18Q: 3 clusters Score -4277142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4277140.000000 Penalty: 3433.420410
	Iteration 19Q: 3 clusters Score -4277140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4277143.000000 Penalty: 3433.420410
	Iteration 20F: 3 clusters Score -4277143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4277153.500000 Penalty: 3433.420410
	Iteration 21Q: 3 clusters Score -4277154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4277152.000000 Penalty: 3433.420410
	Iteration 22Q: 3 clusters Score -4277152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4277154.500000 Penalty: 3433.420410
	Iteration 23Q: 3 clusters Score -4277154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4277154.500000 Penalty: 3433.420410
	Iteration 24F: 3 clusters Score -4277154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -91323.640625 Penalty: 1106.468872
	Iteration 0F: 2 clusters Score -91323.64 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 452 members 
Entering Unmasked Estep 
Score: -90065.046875 Penalty: 2212.937744
	Iteration 0F: 3 clusters Score -90065.05 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -90310.164062 Penalty: 2212.937744
	Iteration 1F: 3 clusters Score -90310.16 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -90370.656250 Penalty: 2212.937744
	Iteration 2F: 3 clusters Score -90370.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -90402.765625 Penalty: 2212.937744
	Iteration 3Q: 3 clusters Score -90402.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -90425.734375 Penalty: 2212.937744
	Iteration 4Q: 3 clusters Score -90425.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -90439.289062 Penalty: 2212.937744
	Iteration 5Q: 3 clusters Score -90439.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -90448.906250 Penalty: 2212.937744
	Iteration 6Q: 3 clusters Score -90448.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -90462.320312 Penalty: 2212.937744
	Iteration 7Q: 3 clusters Score -90462.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90472.867188 Penalty: 2212.937744
	Iteration 8Q: 3 clusters Score -90472.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90478.382812 Penalty: 2212.937744
	Iteration 9Q: 3 clusters Score -90478.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -90489.562500 Penalty: 2212.937744
	Iteration 10Q: 3 clusters Score -90489.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -90500.398438 Penalty: 2212.937744
	Iteration 11Q: 3 clusters Score -90500.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -90506.757812 Penalty: 2212.937744
	Iteration 12Q: 3 clusters Score -90506.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -90511.335938 Penalty: 2212.937744
	Iteration 13Q: 3 clusters Score -90511.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -90519.773438 Penalty: 2212.937744
	Iteration 14Q: 3 clusters Score -90519.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -90540.148438 Penalty: 2212.937744
	Iteration 15Q: 3 clusters Score -90540.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -90561.343750 Penalty: 2212.937744
	Iteration 16Q: 3 clusters Score -90561.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -90584.546875 Penalty: 2212.937744
	Iteration 17Q: 3 clusters Score -90584.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -90605.148438 Penalty: 2212.937744
	Iteration 18Q: 3 clusters Score -90605.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -90628.125000 Penalty: 2212.937744
	Iteration 19Q: 3 clusters Score -90628.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -90645.140625 Penalty: 2212.937744
	Iteration 20F: 3 clusters Score -90645.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -90666.085938 Penalty: 2212.937744
	Iteration 21Q: 3 clusters Score -90666.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -90690.000000 Penalty: 2212.937744
	Iteration 22Q: 3 clusters Score -90690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -90737.484375 Penalty: 2212.937744
	Iteration 23Q: 3 clusters Score -90737.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -90814.843750 Penalty: 2212.937744
	Iteration 24Q: 3 clusters Score -90814.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -90859.195312 Penalty: 2212.937744
	Iteration 25Q: 3 clusters Score -90859.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -90917.539062 Penalty: 2212.937744
	Iteration 26Q: 3 clusters Score -90917.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -90945.054688 Penalty: 2212.937744
	Iteration 27Q: 3 clusters Score -90945.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -90966.929688 Penalty: 2212.937744
	Iteration 28Q: 3 clusters Score -90966.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -90976.226562 Penalty: 2212.937744
	Iteration 29Q: 3 clusters Score -90976.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -90992.890625 Penalty: 2212.937744
	Iteration 30Q: 3 clusters Score -90992.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -91004.265625 Penalty: 2212.937744
	Iteration 31Q: 3 clusters Score -91004.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -91017.265625 Penalty: 2212.937744
	Iteration 32Q: 3 clusters Score -91017.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -91022.484375 Penalty: 2212.937744
	Iteration 33Q: 3 clusters Score -91022.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -91029.687500 Penalty: 2212.937744
	Iteration 34Q: 3 clusters Score -91029.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -91033.656250 Penalty: 2212.937744
	Iteration 35Q: 3 clusters Score -91033.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -91038.296875 Penalty: 2212.937744
	Iteration 36Q: 3 clusters Score -91038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -91044.851562 Penalty: 2212.937744
	Iteration 37Q: 3 clusters Score -91044.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -91045.726562 Penalty: 2212.937744
	Iteration 38Q: 3 clusters Score -91045.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -91049.437500 Penalty: 2212.937744
	Iteration 39F: 3 clusters Score -91049.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -91063.585938 Penalty: 2212.937744
	Iteration 40F: 3 clusters Score -91063.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -91075.882812 Penalty: 2212.937744
	Iteration 41Q: 3 clusters Score -91075.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -91083.812500 Penalty: 2212.937744
	Iteration 42Q: 3 clusters Score -91083.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -91086.992188 Penalty: 2212.937744
	Iteration 43Q: 3 clusters Score -91086.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -91091.890625 Penalty: 2212.937744
	Iteration 44Q: 3 clusters Score -91091.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -91091.890625 Penalty: 2212.937744
	Iteration 45F: 3 clusters Score -91091.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Entering Unmasked Estep 
Score: -1767059.375000 Penalty: 1572.180054
	Iteration 0F: 2 clusters Score -1767059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1756147.625000 Penalty: 3144.360107
	Iteration 0F: 3 clusters Score -1756148 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1759864.125000 Penalty: 3144.360107
	Iteration 1F: 3 clusters Score -1759864 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1760140.000000 Penalty: 3144.360107
	Iteration 2F: 3 clusters Score -1760140 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1760422.250000 Penalty: 3144.360107
	Iteration 3Q: 3 clusters Score -1760422 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1760759.125000 Penalty: 3144.360107
	Iteration 4Q: 3 clusters Score -1760759 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1761197.875000 Penalty: 3144.360107
	Iteration 5F: 3 clusters Score -1761198 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1761815.125000 Penalty: 3144.360107
	Iteration 6F: 3 clusters Score -1761815 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1762660.250000 Penalty: 3144.360107
	Iteration 7F: 3 clusters Score -1762660 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1763670.875000 Penalty: 3144.360107
	Iteration 8F: 3 clusters Score -1763671 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1764584.000000 Penalty: 3144.360107
	Iteration 9F: 3 clusters Score -1764584 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1765182.000000 Penalty: 3144.360107
	Iteration 10Q: 3 clusters Score -1765182 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1765492.500000 Penalty: 3144.360107
	Iteration 11Q: 3 clusters Score -1765492 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1765648.250000 Penalty: 3144.360107
	Iteration 12Q: 3 clusters Score -1765648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1765738.250000 Penalty: 3144.360107
	Iteration 13Q: 3 clusters Score -1765738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1765784.625000 Penalty: 3144.360107
	Iteration 14Q: 3 clusters Score -1765785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1765809.375000 Penalty: 3144.360107
	Iteration 15Q: 3 clusters Score -1765809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1765823.875000 Penalty: 3144.360107
	Iteration 16Q: 3 clusters Score -1765824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1765833.875000 Penalty: 3144.360107
	Iteration 17Q: 3 clusters Score -1765834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1765838.125000 Penalty: 3144.360107
	Iteration 18Q: 3 clusters Score -1765838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1765846.000000 Penalty: 3144.360107
	Iteration 19Q: 3 clusters Score -1765846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1765851.000000 Penalty: 3144.360107
	Iteration 20F: 3 clusters Score -1765851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1765858.125000 Penalty: 3144.360107
	Iteration 21Q: 3 clusters Score -1765858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1765866.875000 Penalty: 3144.360107
	Iteration 22Q: 3 clusters Score -1765867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1765871.125000 Penalty: 3144.360107
	Iteration 23Q: 3 clusters Score -1765871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1765873.125000 Penalty: 3144.360107
	Iteration 24Q: 3 clusters Score -1765873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1765874.125000 Penalty: 3144.360107
	Iteration 25Q: 3 clusters Score -1765874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1765875.500000 Penalty: 3144.360107
	Iteration 26Q: 3 clusters Score -1765876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1765875.500000 Penalty: 3144.360107
	Iteration 27F: 3 clusters Score -1765876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -418166.531250 Penalty: 1330.707153
	Iteration 0F: 2 clusters Score -418166.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -415048.031250 Penalty: 2661.414307
	Iteration 0F: 3 clusters Score -415048 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -415880.625000 Penalty: 2661.414307
	Iteration 1F: 3 clusters Score -415880.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -416032.156250 Penalty: 2661.414307
	Iteration 2F: 3 clusters Score -416032.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -416118.968750 Penalty: 2661.414307
	Iteration 3Q: 3 clusters Score -416119 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -416188.906250 Penalty: 2661.414307
	Iteration 4Q: 3 clusters Score -416188.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -416256.656250 Penalty: 2661.414307
	Iteration 5Q: 3 clusters Score -416256.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -416324.812500 Penalty: 2661.414307
	Iteration 6Q: 3 clusters Score -416324.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -416377.062500 Penalty: 2661.414307
	Iteration 7Q: 3 clusters Score -416377.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -416436.062500 Penalty: 2661.414307
	Iteration 8Q: 3 clusters Score -416436.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -416505.062500 Penalty: 2661.414307
	Iteration 9Q: 3 clusters Score -416505.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -416603.093750 Penalty: 2661.414307
	Iteration 10Q: 3 clusters Score -416603.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -416716.718750 Penalty: 2661.414307
	Iteration 11Q: 3 clusters Score -416716.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -416824.343750 Penalty: 2661.414307
	Iteration 12Q: 3 clusters Score -416824.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -416883.437500 Penalty: 2661.414307
	Iteration 13Q: 3 clusters Score -416883.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -416935.625000 Penalty: 2661.414307
	Iteration 14Q: 3 clusters Score -416935.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -416982.562500 Penalty: 2661.414307
	Iteration 15Q: 3 clusters Score -416982.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -417011.375000 Penalty: 2661.414307
	Iteration 16Q: 3 clusters Score -417011.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -417033.625000 Penalty: 2661.414307
	Iteration 17Q: 3 clusters Score -417033.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -417051.687500 Penalty: 2661.414307
	Iteration 18Q: 3 clusters Score -417051.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -417064.750000 Penalty: 2661.414307
	Iteration 19Q: 3 clusters Score -417064.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -417076.062500 Penalty: 2661.414307
	Iteration 20F: 3 clusters Score -417076.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -417085.593750 Penalty: 2661.414307
	Iteration 21Q: 3 clusters Score -417085.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -417091.906250 Penalty: 2661.414307
	Iteration 22Q: 3 clusters Score -417091.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -417100.781250 Penalty: 2661.414307
	Iteration 23Q: 3 clusters Score -417100.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -417109.625000 Penalty: 2661.414307
	Iteration 24Q: 3 clusters Score -417109.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -417120.218750 Penalty: 2661.414307
	Iteration 25Q: 3 clusters Score -417120.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -417126.812500 Penalty: 2661.414307
	Iteration 26Q: 3 clusters Score -417126.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -417131.750000 Penalty: 2661.414307
	Iteration 27Q: 3 clusters Score -417131.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -417136.218750 Penalty: 2661.414307
	Iteration 28Q: 3 clusters Score -417136.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -417137.687500 Penalty: 2661.414307
	Iteration 29Q: 3 clusters Score -417137.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -417140.156250 Penalty: 2661.414307
	Iteration 30Q: 3 clusters Score -417140.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -417144.062500 Penalty: 2661.414307
	Iteration 31Q: 3 clusters Score -417144.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -417147.062500 Penalty: 2661.414307
	Iteration 32Q: 3 clusters Score -417147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -417147.937500 Penalty: 2661.414307
	Iteration 33Q: 3 clusters Score -417147.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -417150.843750 Penalty: 2661.414307
	Iteration 34Q: 3 clusters Score -417150.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -417155.343750 Penalty: 2661.414307
	Iteration 35Q: 3 clusters Score -417155.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -417158.187500 Penalty: 2661.414307
	Iteration 36Q: 3 clusters Score -417158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -417159.468750 Penalty: 2661.414307
	Iteration 37Q: 3 clusters Score -417159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -417160.468750 Penalty: 2661.414307
	Iteration 38Q: 3 clusters Score -417160.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -417161.562500 Penalty: 2661.414307
	Iteration 39Q: 3 clusters Score -417161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -417162.968750 Penalty: 2661.414307
	Iteration 40F: 3 clusters Score -417163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -417162.812500 Penalty: 2661.414307
	Iteration 41Q: 3 clusters Score -417162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -417164.031250 Penalty: 2661.414307
	Iteration 42Q: 3 clusters Score -417164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -417164.093750 Penalty: 2661.414307
	Iteration 43Q: 3 clusters Score -417164.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -417164.656250 Penalty: 2661.414307
	Iteration 44Q: 3 clusters Score -417164.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -417165.781250 Penalty: 2661.414307
	Iteration 45Q: 3 clusters Score -417165.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -417167.843750 Penalty: 2661.414307
	Iteration 46Q: 3 clusters Score -417167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -417167.906250 Penalty: 2661.414307
	Iteration 47Q: 3 clusters Score -417167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -417168.812500 Penalty: 2661.414307
	Iteration 48Q: 3 clusters Score -417168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -417168.656250 Penalty: 2661.414307
	Iteration 49Q: 3 clusters Score -417168.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -417169.687500 Penalty: 2661.414307
	Iteration 50Q: 3 clusters Score -417169.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -417169.906250 Penalty: 2661.414307
	Iteration 51Q: 3 clusters Score -417169.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -417169.906250 Penalty: 2661.414307
	Iteration 52F: 3 clusters Score -417169.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Entering Unmasked Estep 
Score: -10507793.000000 Penalty: 1855.599854
	Iteration 0F: 2 clusters Score -1.050779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -10448064.000000 Penalty: 3711.199707
	Iteration 0F: 3 clusters Score -1.044806e+07 nChanged 43502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -10473453.000000 Penalty: 3711.199707
	Iteration 1F: 3 clusters Score -1.047345e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -10474154.000000 Penalty: 3711.199707
	Iteration 2Q: 3 clusters Score -1.047415e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -10474938.000000 Penalty: 3711.199707
	Iteration 3Q: 3 clusters Score -1.047494e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -10475866.000000 Penalty: 3711.199707
	Iteration 4Q: 3 clusters Score -1.047587e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -10476905.000000 Penalty: 3711.199707
	Iteration 5Q: 3 clusters Score -1.04769e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -10478188.000000 Penalty: 3711.199707
	Iteration 6Q: 3 clusters Score -1.047819e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -10480300.000000 Penalty: 3711.199707
	Iteration 7F: 3 clusters Score -1.04803e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -10483716.000000 Penalty: 3711.199707
	Iteration 8F: 3 clusters Score -1.048372e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -10488659.000000 Penalty: 3711.199707
	Iteration 9F: 3 clusters Score -1.048866e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76238 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -10494688.000000 Penalty: 3711.199707
	Iteration 10F: 3 clusters Score -1.049469e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82217 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -10500236.000000 Penalty: 3711.199707
	Iteration 11F: 3 clusters Score -1.050024e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85988 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -10503617.000000 Penalty: 3711.199707
	Iteration 12Q: 3 clusters Score -1.050362e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87853 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -10505293.000000 Penalty: 3711.199707
	Iteration 13Q: 3 clusters Score -1.050529e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88646 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -10506059.000000 Penalty: 3711.199707
	Iteration 14Q: 3 clusters Score -1.050606e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89043 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -10506371.000000 Penalty: 3711.199707
	Iteration 15Q: 3 clusters Score -1.050637e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -10506496.000000 Penalty: 3711.199707
	Iteration 16Q: 3 clusters Score -1.05065e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -10506570.000000 Penalty: 3711.199707
	Iteration 17Q: 3 clusters Score -1.050657e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -10506641.000000 Penalty: 3711.199707
	Iteration 18Q: 3 clusters Score -1.050664e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -10506676.000000 Penalty: 3711.199707
	Iteration 19Q: 3 clusters Score -1.050668e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -10506707.000000 Penalty: 3711.199707
	Iteration 20F: 3 clusters Score -1.050671e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -10506721.000000 Penalty: 3711.199707
	Iteration 21Q: 3 clusters Score -1.050672e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89844 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -10506740.000000 Penalty: 3711.199707
	Iteration 22Q: 3 clusters Score -1.050674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -10506725.000000 Penalty: 3711.199707
	Iteration 23Q: 3 clusters Score -1.050672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10506734.000000 Penalty: 3711.199707
	Iteration 24Q: 3 clusters Score -1.050673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10506737.000000 Penalty: 3711.199707
	Iteration 25Q: 3 clusters Score -1.050674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10506743.000000 Penalty: 3711.199707
	Iteration 26Q: 3 clusters Score -1.050674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10506742.000000 Penalty: 3711.199707
	Iteration 27Q: 3 clusters Score -1.050674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -10506742.000000 Penalty: 3711.199707
	Iteration 28Q: 3 clusters Score -1.050674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10506750.000000 Penalty: 3711.199707
	Iteration 29Q: 3 clusters Score -1.050675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -10506762.000000 Penalty: 3711.199707
	Iteration 30Q: 3 clusters Score -1.050676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10506754.000000 Penalty: 3711.199707
	Iteration 31Q: 3 clusters Score -1.050675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89946 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -10506748.000000 Penalty: 3711.199707
	Iteration 32Q: 3 clusters Score -1.050675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89949 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -10506755.000000 Penalty: 3711.199707
	Iteration 33Q: 3 clusters Score -1.050676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89949 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -10506755.000000 Penalty: 3711.199707
	Iteration 34F: 3 clusters Score -1.050676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (84679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84679 members 
Entering Unmasked Estep 
Score: -9808136.000000 Penalty: 1843.826172
	Iteration 0F: 2 clusters Score -9808136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -9751782.000000 Penalty: 3687.652344
	Iteration 0F: 3 clusters Score -9751782 nChanged 40435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -9775100.000000 Penalty: 3687.652344
	Iteration 1F: 3 clusters Score -9775100 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -9775625.000000 Penalty: 3687.652344
	Iteration 2Q: 3 clusters Score -9775625 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -9776441.000000 Penalty: 3687.652344
	Iteration 3Q: 3 clusters Score -9776441 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -9777819.000000 Penalty: 3687.652344
	Iteration 4Q: 3 clusters Score -9777819 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -9780470.000000 Penalty: 3687.652344
	Iteration 5F: 3 clusters Score -9780470 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -9785344.000000 Penalty: 3687.652344
	Iteration 6F: 3 clusters Score -9785344 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -9792330.000000 Penalty: 3687.652344
	Iteration 7F: 3 clusters Score -9792330 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -9799487.000000 Penalty: 3687.652344
	Iteration 8F: 3 clusters Score -9799487 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -9803930.000000 Penalty: 3687.652344
	Iteration 9F: 3 clusters Score -9803930 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83828 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9805766.000000 Penalty: 3687.652344
	Iteration 10Q: 3 clusters Score -9805766 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84366 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9806256.000000 Penalty: 3687.652344
	Iteration 11Q: 3 clusters Score -9806256 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84496 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9806400.000000 Penalty: 3687.652344
	Iteration 12Q: 3 clusters Score -9806400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9806449.000000 Penalty: 3687.652344
	Iteration 13Q: 3 clusters Score -9806449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84541 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9806470.000000 Penalty: 3687.652344
	Iteration 14Q: 3 clusters Score -9806470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84550 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9806488.000000 Penalty: 3687.652344
	Iteration 15Q: 3 clusters Score -9806488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9806490.000000 Penalty: 3687.652344
	Iteration 16Q: 3 clusters Score -9806490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84552 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9806485.000000 Penalty: 3687.652344
	Iteration 17Q: 3 clusters Score -9806485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84553 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9806488.000000 Penalty: 3687.652344
	Iteration 18Q: 3 clusters Score -9806488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84553 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9806488.000000 Penalty: 3687.652344
	Iteration 19F: 3 clusters Score -9806488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -46751.695312 Penalty: 997.380676
	Iteration 0F: 2 clusters Score -46751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45792.625000 Penalty: 1994.761353
	Iteration 0F: 3 clusters Score -45792.62 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45983.832031 Penalty: 1994.761353
	Iteration 1F: 3 clusters Score -45983.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46098.652344 Penalty: 1994.761353
	Iteration 2F: 3 clusters Score -46098.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46212.671875 Penalty: 1994.761353
	Iteration 3F: 3 clusters Score -46212.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46266.589844 Penalty: 1994.761353
	Iteration 4Q: 3 clusters Score -46266.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46325.851562 Penalty: 1994.761353
	Iteration 5Q: 3 clusters Score -46325.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46359.011719 Penalty: 1994.761353
	Iteration 6Q: 3 clusters Score -46359.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46396.613281 Penalty: 1994.761353
	Iteration 7Q: 3 clusters Score -46396.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46447.285156 Penalty: 1994.761353
	Iteration 8Q: 3 clusters Score -46447.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46501.464844 Penalty: 1994.761353
	Iteration 9Q: 3 clusters Score -46501.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46587.222656 Penalty: 1994.761353
	Iteration 10Q: 3 clusters Score -46587.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46618.875000 Penalty: 1994.761353
	Iteration 11Q: 3 clusters Score -46618.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46635.132812 Penalty: 1994.761353
	Iteration 12Q: 3 clusters Score -46635.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46645.066406 Penalty: 1994.761353
	Iteration 13Q: 3 clusters Score -46645.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46665.234375 Penalty: 1994.761353
	Iteration 14Q: 3 clusters Score -46665.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46670.980469 Penalty: 1994.761353
	Iteration 15Q: 3 clusters Score -46670.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46675.425781 Penalty: 1994.761353
	Iteration 16F: 3 clusters Score -46675.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46689.871094 Penalty: 1994.761353
	Iteration 17Q: 3 clusters Score -46689.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46757.429688 Penalty: 1994.761353
	Iteration 18Q: 3 clusters Score -46757.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46774.863281 Penalty: 1994.761353
	Iteration 19Q: 3 clusters Score -46774.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46780.976562 Penalty: 1994.761353
	Iteration 20F: 3 clusters Score -46780.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46791.390625 Penalty: 1994.761353
	Iteration 21Q: 3 clusters Score -46791.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46797.375000 Penalty: 1994.761353
	Iteration 22Q: 3 clusters Score -46797.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46800.453125 Penalty: 1994.761353
	Iteration 23Q: 3 clusters Score -46800.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46800.453125 Penalty: 1994.761353
	Iteration 24F: 3 clusters Score -46800.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 8246 members 
Mstep: Class 4 contains 13547 members 
Mstep: Class 5 contains 9872 members 
Mstep: Class 6 contains 47029 members 
Mstep: Class 7 contains 148964 members 
Mstep: Class 8 contains 38730 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15914 members 
Mstep: Class 11 contains 3601 members 
Mstep: Class 12 contains 91042 members 
Mstep: Class 13 contains 84679 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 15648 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147335 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 156389 members 
Mstep: Class 20 contains 8053 members 
Mstep: Class 21 contains 96089 members 
Mstep: Class 22 contains 10844 members 
Mstep: Class 23 contains 210 members 
Entering Unmasked Estep 
Score: -102088040.000000 Penalty: 51286.125000
Splitting cluster 14 changes total score from -102089312.000000 to -102088040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (15648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Entering Unmasked Estep 
Score: -1812206.750000 Penalty: 1569.440918
	Iteration 0F: 2 clusters Score -1812207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1801403.250000 Penalty: 3138.881836
	Iteration 0F: 3 clusters Score -1801403 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1805208.375000 Penalty: 3138.881836
	Iteration 1F: 3 clusters Score -1805208 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1805502.625000 Penalty: 3138.881836
	Iteration 2Q: 3 clusters Score -1805503 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1805766.375000 Penalty: 3138.881836
	Iteration 3Q: 3 clusters Score -1805766 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1806032.750000 Penalty: 3138.881836
	Iteration 4Q: 3 clusters Score -1806033 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1806332.625000 Penalty: 3138.881836
	Iteration 5Q: 3 clusters Score -1806333 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1806681.500000 Penalty: 3138.881836
	Iteration 6Q: 3 clusters Score -1806682 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1807149.125000 Penalty: 3138.881836
	Iteration 7Q: 3 clusters Score -1807149 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1807749.625000 Penalty: 3138.881836
	Iteration 8F: 3 clusters Score -1807750 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1808391.500000 Penalty: 3138.881836
	Iteration 9F: 3 clusters Score -1808392 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1808946.875000 Penalty: 3138.881836
	Iteration 10Q: 3 clusters Score -1808947 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1809300.375000 Penalty: 3138.881836
	Iteration 11Q: 3 clusters Score -1809300 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1809495.625000 Penalty: 3138.881836
	Iteration 12Q: 3 clusters Score -1809496 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1809609.375000 Penalty: 3138.881836
	Iteration 13Q: 3 clusters Score -1809609 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1809715.875000 Penalty: 3138.881836
	Iteration 14Q: 3 clusters Score -1809716 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1809816.375000 Penalty: 3138.881836
	Iteration 15Q: 3 clusters Score -1809816 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1809890.000000 Penalty: 3138.881836
	Iteration 16Q: 3 clusters Score -1809890 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1809960.875000 Penalty: 3138.881836
	Iteration 17Q: 3 clusters Score -1809961 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1810029.125000 Penalty: 3138.881836
	Iteration 18Q: 3 clusters Score -1810029 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1810088.625000 Penalty: 3138.881836
	Iteration 19Q: 3 clusters Score -1810089 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1810130.125000 Penalty: 3138.881836
	Iteration 20F: 3 clusters Score -1810130 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1810199.375000 Penalty: 3138.881836
	Iteration 21Q: 3 clusters Score -1810199 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1810265.250000 Penalty: 3138.881836
	Iteration 22Q: 3 clusters Score -1810265 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1810334.875000 Penalty: 3138.881836
	Iteration 23Q: 3 clusters Score -1810335 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1810399.250000 Penalty: 3138.881836
	Iteration 24Q: 3 clusters Score -1810399 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1810462.000000 Penalty: 3138.881836
	Iteration 25Q: 3 clusters Score -1810462 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1810515.750000 Penalty: 3138.881836
	Iteration 26Q: 3 clusters Score -1810516 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1810549.500000 Penalty: 3138.881836
	Iteration 27Q: 3 clusters Score -1810550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1810582.000000 Penalty: 3138.881836
	Iteration 28Q: 3 clusters Score -1810582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1810615.250000 Penalty: 3138.881836
	Iteration 29Q: 3 clusters Score -1810615 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1810639.625000 Penalty: 3138.881836
	Iteration 30Q: 3 clusters Score -1810640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1810672.625000 Penalty: 3138.881836
	Iteration 31Q: 3 clusters Score -1810673 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1810700.875000 Penalty: 3138.881836
	Iteration 32Q: 3 clusters Score -1810701 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1810726.250000 Penalty: 3138.881836
	Iteration 33Q: 3 clusters Score -1810726 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1810750.875000 Penalty: 3138.881836
	Iteration 34Q: 3 clusters Score -1810751 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1810777.625000 Penalty: 3138.881836
	Iteration 35Q: 3 clusters Score -1810778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1810802.750000 Penalty: 3138.881836
	Iteration 36Q: 3 clusters Score -1810803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1810817.750000 Penalty: 3138.881836
	Iteration 37Q: 3 clusters Score -1810818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1810838.375000 Penalty: 3138.881836
	Iteration 38Q: 3 clusters Score -1810838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1810849.375000 Penalty: 3138.881836
	Iteration 39Q: 3 clusters Score -1810849 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1810864.500000 Penalty: 3138.881836
	Iteration 40F: 3 clusters Score -1810864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1810867.625000 Penalty: 3138.881836
	Iteration 41Q: 3 clusters Score -1810868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1810883.750000 Penalty: 3138.881836
	Iteration 42Q: 3 clusters Score -1810884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1810895.750000 Penalty: 3138.881836
	Iteration 43Q: 3 clusters Score -1810896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1810909.500000 Penalty: 3138.881836
	Iteration 44Q: 3 clusters Score -1810910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1810924.375000 Penalty: 3138.881836
	Iteration 45Q: 3 clusters Score -1810924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1810933.625000 Penalty: 3138.881836
	Iteration 46Q: 3 clusters Score -1810934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1810940.375000 Penalty: 3138.881836
	Iteration 47Q: 3 clusters Score -1810940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1810952.875000 Penalty: 3138.881836
	Iteration 48Q: 3 clusters Score -1810953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1810960.375000 Penalty: 3138.881836
	Iteration 49Q: 3 clusters Score -1810960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1810966.625000 Penalty: 3138.881836
	Iteration 50Q: 3 clusters Score -1810967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1810967.875000 Penalty: 3138.881836
	Iteration 51Q: 3 clusters Score -1810968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1810972.000000 Penalty: 3138.881836
	Iteration 52Q: 3 clusters Score -1810972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1810979.375000 Penalty: 3138.881836
	Iteration 53Q: 3 clusters Score -1810979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1810981.750000 Penalty: 3138.881836
	Iteration 54Q: 3 clusters Score -1810982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1810985.000000 Penalty: 3138.881836
	Iteration 55Q: 3 clusters Score -1810985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1810984.000000 Penalty: 3138.881836
	Iteration 56Q: 3 clusters Score -1810984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1810986.000000 Penalty: 3138.881836
	Iteration 57Q: 3 clusters Score -1810986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1810986.000000 Penalty: 3138.881836
	Iteration 58F: 3 clusters Score -1810986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -419014.500000 Penalty: 1334.806519
	Iteration 0F: 2 clusters Score -419014.5 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 1829 members 
Entering Unmasked Estep 
Score: -415864.406250 Penalty: 2669.613037
	Iteration 0F: 3 clusters Score -415864.4 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -416668.156250 Penalty: 2669.613037
	Iteration 1F: 3 clusters Score -416668.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -416826.437500 Penalty: 2669.613037
	Iteration 2F: 3 clusters Score -416826.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -416913.250000 Penalty: 2669.613037
	Iteration 3Q: 3 clusters Score -416913.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -416993.125000 Penalty: 2669.613037
	Iteration 4Q: 3 clusters Score -416993.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -417049.968750 Penalty: 2669.613037
	Iteration 5Q: 3 clusters Score -417050 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -417114.718750 Penalty: 2669.613037
	Iteration 6Q: 3 clusters Score -417114.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -417168.593750 Penalty: 2669.613037
	Iteration 7Q: 3 clusters Score -417168.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -417225.687500 Penalty: 2669.613037
	Iteration 8Q: 3 clusters Score -417225.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -417291.906250 Penalty: 2669.613037
	Iteration 9Q: 3 clusters Score -417291.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -417369.437500 Penalty: 2669.613037
	Iteration 10Q: 3 clusters Score -417369.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -417451.687500 Penalty: 2669.613037
	Iteration 11Q: 3 clusters Score -417451.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -417518.531250 Penalty: 2669.613037
	Iteration 12Q: 3 clusters Score -417518.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -417583.500000 Penalty: 2669.613037
	Iteration 13Q: 3 clusters Score -417583.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -417658.343750 Penalty: 2669.613037
	Iteration 14Q: 3 clusters Score -417658.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -417734.750000 Penalty: 2669.613037
	Iteration 15Q: 3 clusters Score -417734.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -417800.062500 Penalty: 2669.613037
	Iteration 16Q: 3 clusters Score -417800.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -417867.781250 Penalty: 2669.613037
	Iteration 17Q: 3 clusters Score -417867.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -417940.656250 Penalty: 2669.613037
	Iteration 18Q: 3 clusters Score -417940.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -418000.718750 Penalty: 2669.613037
	Iteration 19Q: 3 clusters Score -418000.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -418041.250000 Penalty: 2669.613037
	Iteration 20F: 3 clusters Score -418041.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -418068.500000 Penalty: 2669.613037
	Iteration 21Q: 3 clusters Score -418068.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -418089.500000 Penalty: 2669.613037
	Iteration 22Q: 3 clusters Score -418089.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -418099.125000 Penalty: 2669.613037
	Iteration 23Q: 3 clusters Score -418099.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -418108.781250 Penalty: 2669.613037
	Iteration 24Q: 3 clusters Score -418108.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -418117.656250 Penalty: 2669.613037
	Iteration 25Q: 3 clusters Score -418117.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -418124.687500 Penalty: 2669.613037
	Iteration 26Q: 3 clusters Score -418124.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -418127.906250 Penalty: 2669.613037
	Iteration 27Q: 3 clusters Score -418127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -418131.593750 Penalty: 2669.613037
	Iteration 28Q: 3 clusters Score -418131.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -418134.250000 Penalty: 2669.613037
	Iteration 29Q: 3 clusters Score -418134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -418137.500000 Penalty: 2669.613037
	Iteration 30Q: 3 clusters Score -418137.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -418139.750000 Penalty: 2669.613037
	Iteration 31Q: 3 clusters Score -418139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -418139.750000 Penalty: 2669.613037
	Iteration 32F: 3 clusters Score -418139.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (147335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147335 members 
Entering Unmasked Estep 
Score: -16710884.000000 Penalty: 1933.825439
	Iteration 0F: 2 clusters Score -1.671088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -16614399.000000 Penalty: 3867.650879
	Iteration 0F: 3 clusters Score -1.66144e+07 nChanged 71027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -16655397.000000 Penalty: 3867.650879
	Iteration 1F: 3 clusters Score -1.66554e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -16656576.000000 Penalty: 3867.650879
	Iteration 2Q: 3 clusters Score -1.665658e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -16658638.000000 Penalty: 3867.650879
	Iteration 3Q: 3 clusters Score -1.665864e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95822 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -16662568.000000 Penalty: 3867.650879
	Iteration 4F: 3 clusters Score -1.666257e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106864 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -16670424.000000 Penalty: 3867.650879
	Iteration 5F: 3 clusters Score -1.667042e+07 nChanged 13723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120569 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -16682316.000000 Penalty: 3867.650879
	Iteration 6F: 3 clusters Score -1.668232e+07 nChanged 12890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133459 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -16695296.000000 Penalty: 3867.650879
	Iteration 7F: 3 clusters Score -1.66953e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141789 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -16703811.000000 Penalty: 3867.650879
	Iteration 8F: 3 clusters Score -1.670381e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145317 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -16707355.000000 Penalty: 3867.650879
	Iteration 9Q: 3 clusters Score -1.670736e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146497 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -16708492.000000 Penalty: 3867.650879
	Iteration 10Q: 3 clusters Score -1.670849e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146863 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -16708887.000000 Penalty: 3867.650879
	Iteration 11Q: 3 clusters Score -1.670889e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146972 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -16709036.000000 Penalty: 3867.650879
	Iteration 12Q: 3 clusters Score -1.670904e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147014 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -16709098.000000 Penalty: 3867.650879
	Iteration 13Q: 3 clusters Score -1.67091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147019 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -16709132.000000 Penalty: 3867.650879
	Iteration 14Q: 3 clusters Score -1.670913e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147036 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16709144.000000 Penalty: 3867.650879
	Iteration 15Q: 3 clusters Score -1.670914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147048 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16709163.000000 Penalty: 3867.650879
	Iteration 16Q: 3 clusters Score -1.670916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147058 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16709177.000000 Penalty: 3867.650879
	Iteration 17Q: 3 clusters Score -1.670918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147065 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16709196.000000 Penalty: 3867.650879
	Iteration 18Q: 3 clusters Score -1.67092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147064 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16709207.000000 Penalty: 3867.650879
	Iteration 19Q: 3 clusters Score -1.670921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147065 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16709207.000000 Penalty: 3867.650879
	Iteration 20F: 3 clusters Score -1.670921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147067 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16709214.000000 Penalty: 3867.650879
	Iteration 21Q: 3 clusters Score -1.670921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147067 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16709207.000000 Penalty: 3867.650879
	Iteration 22Q: 3 clusters Score -1.670921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147067 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16709203.000000 Penalty: 3867.650879
	Iteration 23Q: 3 clusters Score -1.67092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147069 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16709205.000000 Penalty: 3867.650879
	Iteration 24Q: 3 clusters Score -1.67092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147068 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16709204.000000 Penalty: 3867.650879
	Iteration 25Q: 3 clusters Score -1.67092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147068 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16709204.000000 Penalty: 3867.650879
	Iteration 26F: 3 clusters Score -1.67092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -350064.062500 Penalty: 1302.060669
	Iteration 0F: 2 clusters Score -350064.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -347316.593750 Penalty: 2604.121338
	Iteration 0F: 3 clusters Score -347316.6 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -347941.781250 Penalty: 2604.121338
	Iteration 1F: 3 clusters Score -347941.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -348066.625000 Penalty: 2604.121338
	Iteration 2F: 3 clusters Score -348066.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -348126.968750 Penalty: 2604.121338
	Iteration 3Q: 3 clusters Score -348127 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -348165.125000 Penalty: 2604.121338
	Iteration 4Q: 3 clusters Score -348165.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -348191.875000 Penalty: 2604.121338
	Iteration 5Q: 3 clusters Score -348191.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -348224.125000 Penalty: 2604.121338
	Iteration 6Q: 3 clusters Score -348224.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -348251.031250 Penalty: 2604.121338
	Iteration 7Q: 3 clusters Score -348251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -348266.343750 Penalty: 2604.121338
	Iteration 8Q: 3 clusters Score -348266.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -348282.750000 Penalty: 2604.121338
	Iteration 9Q: 3 clusters Score -348282.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -348295.468750 Penalty: 2604.121338
	Iteration 10Q: 3 clusters Score -348295.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -348311.000000 Penalty: 2604.121338
	Iteration 11Q: 3 clusters Score -348311 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -348334.406250 Penalty: 2604.121338
	Iteration 12Q: 3 clusters Score -348334.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -348362.562500 Penalty: 2604.121338
	Iteration 13Q: 3 clusters Score -348362.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -348397.031250 Penalty: 2604.121338
	Iteration 14Q: 3 clusters Score -348397 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -348435.187500 Penalty: 2604.121338
	Iteration 15Q: 3 clusters Score -348435.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -348464.031250 Penalty: 2604.121338
	Iteration 16Q: 3 clusters Score -348464 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -348502.125000 Penalty: 2604.121338
	Iteration 17Q: 3 clusters Score -348502.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -348529.718750 Penalty: 2604.121338
	Iteration 18Q: 3 clusters Score -348529.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -348555.500000 Penalty: 2604.121338
	Iteration 19Q: 3 clusters Score -348555.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -348585.843750 Penalty: 2604.121338
	Iteration 20F: 3 clusters Score -348585.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -348617.031250 Penalty: 2604.121338
	Iteration 21Q: 3 clusters Score -348617 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -348650.312500 Penalty: 2604.121338
	Iteration 22Q: 3 clusters Score -348650.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -348670.937500 Penalty: 2604.121338
	Iteration 23Q: 3 clusters Score -348670.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -348688.343750 Penalty: 2604.121338
	Iteration 24Q: 3 clusters Score -348688.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -348705.656250 Penalty: 2604.121338
	Iteration 25Q: 3 clusters Score -348705.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -348723.687500 Penalty: 2604.121338
	Iteration 26Q: 3 clusters Score -348723.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -348742.781250 Penalty: 2604.121338
	Iteration 27Q: 3 clusters Score -348742.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -348759.312500 Penalty: 2604.121338
	Iteration 28Q: 3 clusters Score -348759.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -348775.125000 Penalty: 2604.121338
	Iteration 29Q: 3 clusters Score -348775.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -348787.875000 Penalty: 2604.121338
	Iteration 30Q: 3 clusters Score -348787.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -348797.312500 Penalty: 2604.121338
	Iteration 31Q: 3 clusters Score -348797.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -348804.031250 Penalty: 2604.121338
	Iteration 32Q: 3 clusters Score -348804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -348805.468750 Penalty: 2604.121338
	Iteration 33Q: 3 clusters Score -348805.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -348807.875000 Penalty: 2604.121338
	Iteration 34Q: 3 clusters Score -348807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -348812.062500 Penalty: 2604.121338
	Iteration 35Q: 3 clusters Score -348812.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -348817.625000 Penalty: 2604.121338
	Iteration 36Q: 3 clusters Score -348817.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -348822.750000 Penalty: 2604.121338
	Iteration 37Q: 3 clusters Score -348822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -348827.437500 Penalty: 2604.121338
	Iteration 38Q: 3 clusters Score -348827.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -348833.750000 Penalty: 2604.121338
	Iteration 39Q: 3 clusters Score -348833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -348839.187500 Penalty: 2604.121338
	Iteration 40F: 3 clusters Score -348839.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -348845.156250 Penalty: 2604.121338
	Iteration 41Q: 3 clusters Score -348845.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -348849.875000 Penalty: 2604.121338
	Iteration 42Q: 3 clusters Score -348849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -348854.718750 Penalty: 2604.121338
	Iteration 43Q: 3 clusters Score -348854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -348856.156250 Penalty: 2604.121338
	Iteration 44Q: 3 clusters Score -348856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -348857.468750 Penalty: 2604.121338
	Iteration 45Q: 3 clusters Score -348857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -348859.968750 Penalty: 2604.121338
	Iteration 46Q: 3 clusters Score -348860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -348865.250000 Penalty: 2604.121338
	Iteration 47Q: 3 clusters Score -348865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -348868.718750 Penalty: 2604.121338
	Iteration 48Q: 3 clusters Score -348868.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -348871.343750 Penalty: 2604.121338
	Iteration 49Q: 3 clusters Score -348871.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -348873.000000 Penalty: 2604.121338
	Iteration 50Q: 3 clusters Score -348873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -348873.000000 Penalty: 2604.121338
	Iteration 51F: 3 clusters Score -348873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156389 members 
Entering Unmasked Estep 
Score: -18139992.000000 Penalty: 1943.516602
	Iteration 0F: 2 clusters Score -1.813999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -18050820.000000 Penalty: 3887.033203
	Iteration 0F: 3 clusters Score -1.805082e+07 nChanged 75641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75695 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -18095080.000000 Penalty: 3887.033203
	Iteration 1F: 3 clusters Score -1.809508e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
Score: -18095954.000000 Penalty: 3887.033203
	Iteration 2Q: 3 clusters Score -1.809595e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 84149 members 
Entering Unmasked Estep 
Score: -18097018.000000 Penalty: 3887.033203
	Iteration 3Q: 3 clusters Score -1.809702e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 86856 members 
Entering Unmasked Estep 
Score: -18098724.000000 Penalty: 3887.033203
	Iteration 4Q: 3 clusters Score -1.809872e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 90222 members 
Entering Unmasked Estep 
Score: -18101286.000000 Penalty: 3887.033203
	Iteration 5Q: 3 clusters Score -1.810129e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 93979 members 
Entering Unmasked Estep 
Score: -18106122.000000 Penalty: 3887.033203
	Iteration 6F: 3 clusters Score -1.810612e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 97071 members 
Entering Unmasked Estep 
Score: -18113848.000000 Penalty: 3887.033203
	Iteration 7F: 3 clusters Score -1.811385e+07 nChanged 10745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -18121222.000000 Penalty: 3887.033203
	Iteration 8F: 3 clusters Score -1.812122e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -18124644.000000 Penalty: 3887.033203
	Iteration 9F: 3 clusters Score -1.812464e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 97097 members 
Entering Unmasked Estep 
Score: -18125260.000000 Penalty: 3887.033203
	Iteration 10Q: 3 clusters Score -1.812526e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -18125246.000000 Penalty: 3887.033203
	Iteration 11Q: 3 clusters Score -1.812525e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 95233 members 
Entering Unmasked Estep 
Score: -18125312.000000 Penalty: 3887.033203
	Iteration 12Q: 3 clusters Score -1.812531e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 94147 members 
Entering Unmasked Estep 
Score: -18125348.000000 Penalty: 3887.033203
	Iteration 13Q: 3 clusters Score -1.812535e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -18125460.000000 Penalty: 3887.033203
	Iteration 14Q: 3 clusters Score -1.812546e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -18125490.000000 Penalty: 3887.033203
	Iteration 15Q: 3 clusters Score -1.812549e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 90293 members 
Entering Unmasked Estep 
Score: -18125604.000000 Penalty: 3887.033203
	Iteration 16Q: 3 clusters Score -1.81256e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -18125776.000000 Penalty: 3887.033203
	Iteration 17Q: 3 clusters Score -1.812578e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -18125854.000000 Penalty: 3887.033203
	Iteration 18Q: 3 clusters Score -1.812585e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 85717 members 
Entering Unmasked Estep 
Score: -18125962.000000 Penalty: 3887.033203
	Iteration 19Q: 3 clusters Score -1.812596e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 84118 members 
Entering Unmasked Estep 
Score: -18126114.000000 Penalty: 3887.033203
	Iteration 20F: 3 clusters Score -1.812611e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73901 members 
Mstep: Class 2 contains 82488 members 
Entering Unmasked Estep 
Score: -18126242.000000 Penalty: 3887.033203
	Iteration 21Q: 3 clusters Score -1.812624e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
Score: -18126430.000000 Penalty: 3887.033203
	Iteration 22Q: 3 clusters Score -1.812643e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77507 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -18126538.000000 Penalty: 3887.033203
	Iteration 23Q: 3 clusters Score -1.812654e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -18126766.000000 Penalty: 3887.033203
	Iteration 24Q: 3 clusters Score -1.812677e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
Score: -18126812.000000 Penalty: 3887.033203
	Iteration 25Q: 3 clusters Score -1.812681e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -18126888.000000 Penalty: 3887.033203
	Iteration 26Q: 3 clusters Score -1.812689e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 67802 members 
Entering Unmasked Estep 
Score: -18127148.000000 Penalty: 3887.033203
	Iteration 27Q: 3 clusters Score -1.812715e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92722 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -18127336.000000 Penalty: 3887.033203
	Iteration 28Q: 3 clusters Score -1.812734e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97269 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -18127906.000000 Penalty: 3887.033203
	Iteration 29Q: 3 clusters Score -1.812791e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101905 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -18128978.000000 Penalty: 3887.033203
	Iteration 30Q: 3 clusters Score -1.812898e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106445 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -18130290.000000 Penalty: 3887.033203
	Iteration 31Q: 3 clusters Score -1.813029e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110642 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -18131434.000000 Penalty: 3887.033203
	Iteration 32Q: 3 clusters Score -1.813143e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114136 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -18132018.000000 Penalty: 3887.033203
	Iteration 33Q: 3 clusters Score -1.813202e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116802 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -18132624.000000 Penalty: 3887.033203
	Iteration 34Q: 3 clusters Score -1.813262e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118870 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -18133230.000000 Penalty: 3887.033203
	Iteration 35Q: 3 clusters Score -1.813323e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120395 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -18133942.000000 Penalty: 3887.033203
	Iteration 36Q: 3 clusters Score -1.813394e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121493 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -18134360.000000 Penalty: 3887.033203
	Iteration 37Q: 3 clusters Score -1.813436e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122192 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -18134902.000000 Penalty: 3887.033203
	Iteration 38Q: 3 clusters Score -1.81349e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122651 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -18135440.000000 Penalty: 3887.033203
	Iteration 39Q: 3 clusters Score -1.813544e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122872 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -18137768.000000 Penalty: 3887.033203
	Iteration 40F: 3 clusters Score -1.813777e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123940 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -18139648.000000 Penalty: 3887.033203
	Iteration 41Q: 3 clusters Score -1.813965e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124398 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -18140842.000000 Penalty: 3887.033203
	Iteration 42Q: 3 clusters Score -1.814084e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124245 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -18141776.000000 Penalty: 3887.033203
	Iteration 43Q: 3 clusters Score -1.814178e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123596 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -18142494.000000 Penalty: 3887.033203
	Iteration 44Q: 3 clusters Score -1.814249e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122637 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -18143228.000000 Penalty: 3887.033203
	Iteration 45Q: 3 clusters Score -1.814323e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121511 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -18143862.000000 Penalty: 3887.033203
	Iteration 46Q: 3 clusters Score -1.814386e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120219 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -18144310.000000 Penalty: 3887.033203
	Iteration 47Q: 3 clusters Score -1.814431e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118831 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -18144750.000000 Penalty: 3887.033203
	Iteration 48Q: 3 clusters Score -1.814475e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117479 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -18145006.000000 Penalty: 3887.033203
	Iteration 49Q: 3 clusters Score -1.814501e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116276 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -18145124.000000 Penalty: 3887.033203
	Iteration 50Q: 3 clusters Score -1.814512e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115045 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -18145256.000000 Penalty: 3887.033203
	Iteration 51Q: 3 clusters Score -1.814526e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113876 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -18145390.000000 Penalty: 3887.033203
	Iteration 52Q: 3 clusters Score -1.814539e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112919 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -18145586.000000 Penalty: 3887.033203
	Iteration 53Q: 3 clusters Score -1.814559e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111990 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -18145656.000000 Penalty: 3887.033203
	Iteration 54Q: 3 clusters Score -1.814566e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111207 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -18145740.000000 Penalty: 3887.033203
	Iteration 55Q: 3 clusters Score -1.814574e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110420 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -18145818.000000 Penalty: 3887.033203
	Iteration 56Q: 3 clusters Score -1.814582e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109643 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -18145952.000000 Penalty: 3887.033203
	Iteration 57Q: 3 clusters Score -1.814595e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -18146042.000000 Penalty: 3887.033203
	Iteration 58Q: 3 clusters Score -1.814604e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108193 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -18146058.000000 Penalty: 3887.033203
	Iteration 59Q: 3 clusters Score -1.814606e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107552 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -18146604.000000 Penalty: 3887.033203
	Iteration 60F: 3 clusters Score -1.81466e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106395 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -18146590.000000 Penalty: 3887.033203
	Iteration 61Q: 3 clusters Score -1.814659e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105284 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -18146558.000000 Penalty: 3887.033203
	Iteration 62Q: 3 clusters Score -1.814656e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104139 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -18146718.000000 Penalty: 3887.033203
	Iteration 63Q: 3 clusters Score -1.814672e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102938 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -18146822.000000 Penalty: 3887.033203
	Iteration 64Q: 3 clusters Score -1.814682e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -18146862.000000 Penalty: 3887.033203
	Iteration 65Q: 3 clusters Score -1.814686e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100486 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -18146950.000000 Penalty: 3887.033203
	Iteration 66Q: 3 clusters Score -1.814695e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99271 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -18147210.000000 Penalty: 3887.033203
	Iteration 67Q: 3 clusters Score -1.814721e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98118 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -18147464.000000 Penalty: 3887.033203
	Iteration 68Q: 3 clusters Score -1.814746e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96965 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -18147752.000000 Penalty: 3887.033203
	Iteration 69Q: 3 clusters Score -1.814775e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95965 members 
Mstep: Class 2 contains 60424 members 
Entering Unmasked Estep 
Score: -18147904.000000 Penalty: 3887.033203
	Iteration 70Q: 3 clusters Score -1.81479e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95011 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -18148060.000000 Penalty: 3887.033203
	Iteration 71Q: 3 clusters Score -1.814806e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -18148202.000000 Penalty: 3887.033203
	Iteration 72Q: 3 clusters Score -1.81482e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93302 members 
Mstep: Class 2 contains 63087 members 
Entering Unmasked Estep 
Score: -18148500.000000 Penalty: 3887.033203
	Iteration 73Q: 3 clusters Score -1.81485e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92577 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -18148710.000000 Penalty: 3887.033203
	Iteration 74Q: 3 clusters Score -1.814871e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -18148798.000000 Penalty: 3887.033203
	Iteration 75Q: 3 clusters Score -1.81488e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -18148866.000000 Penalty: 3887.033203
	Iteration 76Q: 3 clusters Score -1.814887e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
Score: -18148950.000000 Penalty: 3887.033203
	Iteration 77Q: 3 clusters Score -1.814895e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -18149058.000000 Penalty: 3887.033203
	Iteration 78Q: 3 clusters Score -1.814906e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90252 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -18149134.000000 Penalty: 3887.033203
	Iteration 79Q: 3 clusters Score -1.814913e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 66469 members 
Entering Unmasked Estep 
Score: -18149152.000000 Penalty: 3887.033203
	Iteration 80F: 3 clusters Score -1.814915e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89593 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -18149226.000000 Penalty: 3887.033203
	Iteration 81Q: 3 clusters Score -1.814923e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 67067 members 
Entering Unmasked Estep 
Score: -18149316.000000 Penalty: 3887.033203
	Iteration 82Q: 3 clusters Score -1.814932e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89115 members 
Mstep: Class 2 contains 67274 members 
Entering Unmasked Estep 
Score: -18149338.000000 Penalty: 3887.033203
	Iteration 83Q: 3 clusters Score -1.814934e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88880 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -18149400.000000 Penalty: 3887.033203
	Iteration 84Q: 3 clusters Score -1.81494e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88682 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -18149402.000000 Penalty: 3887.033203
	Iteration 85Q: 3 clusters Score -1.81494e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88506 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -18149428.000000 Penalty: 3887.033203
	Iteration 86Q: 3 clusters Score -1.814943e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88370 members 
Mstep: Class 2 contains 68019 members 
Entering Unmasked Estep 
Score: -18149452.000000 Penalty: 3887.033203
	Iteration 87Q: 3 clusters Score -1.814945e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -18149448.000000 Penalty: 3887.033203
	Iteration 88Q: 3 clusters Score -1.814945e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 68220 members 
Entering Unmasked Estep 
Score: -18149458.000000 Penalty: 3887.033203
	Iteration 89Q: 3 clusters Score -1.814946e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -18149472.000000 Penalty: 3887.033203
	Iteration 90Q: 3 clusters Score -1.814947e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -18149422.000000 Penalty: 3887.033203
	Iteration 91Q: 3 clusters Score -1.814942e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -18149424.000000 Penalty: 3887.033203
	Iteration 92Q: 3 clusters Score -1.814942e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -18149446.000000 Penalty: 3887.033203
	Iteration 93Q: 3 clusters Score -1.814945e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87915 members 
Mstep: Class 2 contains 68474 members 
Entering Unmasked Estep 
Score: -18149470.000000 Penalty: 3887.033203
	Iteration 94Q: 3 clusters Score -1.814947e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -18149472.000000 Penalty: 3887.033203
	Iteration 95Q: 3 clusters Score -1.814947e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87870 members 
Mstep: Class 2 contains 68519 members 
Entering Unmasked Estep 
Score: -18149474.000000 Penalty: 3887.033203
	Iteration 96Q: 3 clusters Score -1.814947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87865 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -18149458.000000 Penalty: 3887.033203
	Iteration 97Q: 3 clusters Score -1.814946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -18149466.000000 Penalty: 3887.033203
	Iteration 98Q: 3 clusters Score -1.814947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -18149460.000000 Penalty: 3887.033203
	Iteration 99Q: 3 clusters Score -1.814946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -18149468.000000 Penalty: 3887.033203
	Iteration 100F: 3 clusters Score -1.814947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87854 members 
Mstep: Class 2 contains 68535 members 
Entering Unmasked Estep 
Score: -18149466.000000 Penalty: 3887.033203
	Iteration 101Q: 3 clusters Score -1.814947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87849 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -18149462.000000 Penalty: 3887.033203
	Iteration 102Q: 3 clusters Score -1.814946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -18149462.000000 Penalty: 3887.033203
	Iteration 103Q: 3 clusters Score -1.814946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87844 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -18149466.000000 Penalty: 3887.033203
	Iteration 104Q: 3 clusters Score -1.814947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87845 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -18149472.000000 Penalty: 3887.033203
	Iteration 105Q: 3 clusters Score -1.814947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87846 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -18149470.000000 Penalty: 3887.033203
	Iteration 106Q: 3 clusters Score -1.814947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87845 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -18149466.000000 Penalty: 3887.033203
	Iteration 107Q: 3 clusters Score -1.814947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87844 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -18149470.000000 Penalty: 3887.033203
	Iteration 108Q: 3 clusters Score -1.814947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87843 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -18149470.000000 Penalty: 3887.033203
	Iteration 109Q: 3 clusters Score -1.814947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87845 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -18149464.000000 Penalty: 3887.033203
	Iteration 110Q: 3 clusters Score -1.814946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87845 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -18149464.000000 Penalty: 3887.033203
	Iteration 111F: 3 clusters Score -1.814946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 8246 members 
Mstep: Class 4 contains 13547 members 
Mstep: Class 5 contains 9872 members 
Mstep: Class 6 contains 47029 members 
Mstep: Class 7 contains 148964 members 
Mstep: Class 8 contains 38730 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15914 members 
Mstep: Class 11 contains 3601 members 
Mstep: Class 12 contains 91042 members 
Mstep: Class 13 contains 84679 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 15648 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147335 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 87845 members 
Mstep: Class 20 contains 8053 members 
Mstep: Class 21 contains 96089 members 
Mstep: Class 22 contains 10844 members 
Mstep: Class 23 contains 68544 members 
Entering Unmasked Estep 
Score: -102099888.000000 Penalty: 51286.125000
Splitting cluster 19 changes total score from -102089312.000000 to -102099888.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 20 (8053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Entering Unmasked Estep 
Score: -936363.687500 Penalty: 1461.492554
	Iteration 0F: 2 clusters Score -936363.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -930556.562500 Penalty: 2922.985107
	Iteration 0F: 3 clusters Score -930556.6 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -932283.562500 Penalty: 2922.985107
	Iteration 1F: 3 clusters Score -932283.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -932506.750000 Penalty: 2922.985107
	Iteration 2F: 3 clusters Score -932506.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -932715.187500 Penalty: 2922.985107
	Iteration 3Q: 3 clusters Score -932715.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -932952.562500 Penalty: 2922.985107
	Iteration 4Q: 3 clusters Score -932952.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -933226.500000 Penalty: 2922.985107
	Iteration 5F: 3 clusters Score -933226.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -933567.687500 Penalty: 2922.985107
	Iteration 6F: 3 clusters Score -933567.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -933990.187500 Penalty: 2922.985107
	Iteration 7F: 3 clusters Score -933990.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -934457.000000 Penalty: 2922.985107
	Iteration 8F: 3 clusters Score -934457 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -934877.750000 Penalty: 2922.985107
	Iteration 9F: 3 clusters Score -934877.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -935154.562500 Penalty: 2922.985107
	Iteration 10Q: 3 clusters Score -935154.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -935299.500000 Penalty: 2922.985107
	Iteration 11Q: 3 clusters Score -935299.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -935360.437500 Penalty: 2922.985107
	Iteration 12Q: 3 clusters Score -935360.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -935391.687500 Penalty: 2922.985107
	Iteration 13Q: 3 clusters Score -935391.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -935415.500000 Penalty: 2922.985107
	Iteration 14Q: 3 clusters Score -935415.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -935433.062500 Penalty: 2922.985107
	Iteration 15Q: 3 clusters Score -935433.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -935449.312500 Penalty: 2922.985107
	Iteration 16Q: 3 clusters Score -935449.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -935467.375000 Penalty: 2922.985107
	Iteration 17Q: 3 clusters Score -935467.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -935481.750000 Penalty: 2922.985107
	Iteration 18Q: 3 clusters Score -935481.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -935492.500000 Penalty: 2922.985107
	Iteration 19Q: 3 clusters Score -935492.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -935500.125000 Penalty: 2922.985107
	Iteration 20F: 3 clusters Score -935500.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -935506.750000 Penalty: 2922.985107
	Iteration 21Q: 3 clusters Score -935506.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -935510.125000 Penalty: 2922.985107
	Iteration 22Q: 3 clusters Score -935510.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -935511.187500 Penalty: 2922.985107
	Iteration 23Q: 3 clusters Score -935511.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -935511.875000 Penalty: 2922.985107
	Iteration 24Q: 3 clusters Score -935511.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -935515.187500 Penalty: 2922.985107
	Iteration 25Q: 3 clusters Score -935515.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -935517.625000 Penalty: 2922.985107
	Iteration 26Q: 3 clusters Score -935517.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -935521.937500 Penalty: 2922.985107
	Iteration 27Q: 3 clusters Score -935521.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -935521.687500 Penalty: 2922.985107
	Iteration 28Q: 3 clusters Score -935521.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -935523.187500 Penalty: 2922.985107
	Iteration 29Q: 3 clusters Score -935523.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -935525.750000 Penalty: 2922.985107
	Iteration 30Q: 3 clusters Score -935525.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -935524.125000 Penalty: 2922.985107
	Iteration 31Q: 3 clusters Score -935524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -935527.125000 Penalty: 2922.985107
	Iteration 32Q: 3 clusters Score -935527.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -935525.375000 Penalty: 2922.985107
	Iteration 33Q: 3 clusters Score -935525.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -935527.937500 Penalty: 2922.985107
	Iteration 34Q: 3 clusters Score -935527.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -935528.812500 Penalty: 2922.985107
	Iteration 35Q: 3 clusters Score -935528.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -935531.562500 Penalty: 2922.985107
	Iteration 36Q: 3 clusters Score -935531.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -935531.937500 Penalty: 2922.985107
	Iteration 37Q: 3 clusters Score -935531.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -935531.375000 Penalty: 2922.985107
	Iteration 38Q: 3 clusters Score -935531.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -935532.875000 Penalty: 2922.985107
	Iteration 39Q: 3 clusters Score -935532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -935534.250000 Penalty: 2922.985107
	Iteration 40F: 3 clusters Score -935534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -935535.937500 Penalty: 2922.985107
	Iteration 41Q: 3 clusters Score -935535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -935535.500000 Penalty: 2922.985107
	Iteration 42Q: 3 clusters Score -935535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -935534.000000 Penalty: 2922.985107
	Iteration 43Q: 3 clusters Score -935534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -935535.812500 Penalty: 2922.985107
	Iteration 44Q: 3 clusters Score -935535.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -935536.812500 Penalty: 2922.985107
	Iteration 45Q: 3 clusters Score -935536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -935538.125000 Penalty: 2922.985107
	Iteration 46Q: 3 clusters Score -935538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -935536.750000 Penalty: 2922.985107
	Iteration 47Q: 3 clusters Score -935536.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -935536.250000 Penalty: 2922.985107
	Iteration 48Q: 3 clusters Score -935536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -935536.250000 Penalty: 2922.985107
	Iteration 49F: 3 clusters Score -935536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (96089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96089 members 
Entering Unmasked Estep 
Score: -11163915.000000 Penalty: 1864.367432
	Iteration 0F: 2 clusters Score -1.116392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -11102100.000000 Penalty: 3728.734863
	Iteration 0F: 3 clusters Score -1.11021e+07 nChanged 45877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -11129137.000000 Penalty: 3728.734863
	Iteration 1F: 3 clusters Score -1.112914e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -11130164.000000 Penalty: 3728.734863
	Iteration 2Q: 3 clusters Score -1.113016e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -11131774.000000 Penalty: 3728.734863
	Iteration 3Q: 3 clusters Score -1.113177e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56311 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -11134524.000000 Penalty: 3728.734863
	Iteration 4F: 3 clusters Score -1.113452e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -11139569.000000 Penalty: 3728.734863
	Iteration 5F: 3 clusters Score -1.113957e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -11147835.000000 Penalty: 3728.734863
	Iteration 6F: 3 clusters Score -1.114784e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -11157530.000000 Penalty: 3728.734863
	Iteration 7F: 3 clusters Score -1.115753e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -11162284.000000 Penalty: 3728.734863
	Iteration 8F: 3 clusters Score -1.116228e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -11163494.000000 Penalty: 3728.734863
	Iteration 9Q: 3 clusters Score -1.116349e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -11163870.000000 Penalty: 3728.734863
	Iteration 10Q: 3 clusters Score -1.116387e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67371 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -11164131.000000 Penalty: 3728.734863
	Iteration 11Q: 3 clusters Score -1.116413e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -11164241.000000 Penalty: 3728.734863
	Iteration 12Q: 3 clusters Score -1.116424e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -11164335.000000 Penalty: 3728.734863
	Iteration 13Q: 3 clusters Score -1.116434e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -11164436.000000 Penalty: 3728.734863
	Iteration 14Q: 3 clusters Score -1.116444e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -11164457.000000 Penalty: 3728.734863
	Iteration 15Q: 3 clusters Score -1.116446e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -11164446.000000 Penalty: 3728.734863
	Iteration 16Q: 3 clusters Score -1.116445e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -11164457.000000 Penalty: 3728.734863
	Iteration 17Q: 3 clusters Score -1.116446e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -11164468.000000 Penalty: 3728.734863
	Iteration 18Q: 3 clusters Score -1.116447e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -11164491.000000 Penalty: 3728.734863
	Iteration 19Q: 3 clusters Score -1.116449e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -11164502.000000 Penalty: 3728.734863
	Iteration 20F: 3 clusters Score -1.11645e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -11164518.000000 Penalty: 3728.734863
	Iteration 21Q: 3 clusters Score -1.116452e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -11164504.000000 Penalty: 3728.734863
	Iteration 22Q: 3 clusters Score -1.11645e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -11164511.000000 Penalty: 3728.734863
	Iteration 23Q: 3 clusters Score -1.116451e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66030 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -11164526.000000 Penalty: 3728.734863
	Iteration 24Q: 3 clusters Score -1.116453e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -11164529.000000 Penalty: 3728.734863
	Iteration 25Q: 3 clusters Score -1.116453e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -11164531.000000 Penalty: 3728.734863
	Iteration 26Q: 3 clusters Score -1.116453e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -11164544.000000 Penalty: 3728.734863
	Iteration 27Q: 3 clusters Score -1.116454e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -11164531.000000 Penalty: 3728.734863
	Iteration 28Q: 3 clusters Score -1.116453e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -11164530.000000 Penalty: 3728.734863
	Iteration 29Q: 3 clusters Score -1.116453e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -11164517.000000 Penalty: 3728.734863
	Iteration 30Q: 3 clusters Score -1.116452e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65668 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -11164494.000000 Penalty: 3728.734863
	Iteration 31Q: 3 clusters Score -1.116449e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -11164487.000000 Penalty: 3728.734863
	Iteration 32Q: 3 clusters Score -1.116449e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -11164485.000000 Penalty: 3728.734863
	Iteration 33Q: 3 clusters Score -1.116448e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -11164487.000000 Penalty: 3728.734863
	Iteration 34Q: 3 clusters Score -1.116449e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -11164473.000000 Penalty: 3728.734863
	Iteration 35Q: 3 clusters Score -1.116447e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -11164479.000000 Penalty: 3728.734863
	Iteration 36Q: 3 clusters Score -1.116448e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -11164451.000000 Penalty: 3728.734863
	Iteration 37Q: 3 clusters Score -1.116445e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -11164456.000000 Penalty: 3728.734863
	Iteration 38Q: 3 clusters Score -1.116446e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -11164458.000000 Penalty: 3728.734863
	Iteration 39Q: 3 clusters Score -1.116446e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -11164471.000000 Penalty: 3728.734863
	Iteration 40F: 3 clusters Score -1.116447e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65269 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -11164474.000000 Penalty: 3728.734863
	Iteration 41Q: 3 clusters Score -1.116447e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -11164470.000000 Penalty: 3728.734863
	Iteration 42Q: 3 clusters Score -1.116447e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65213 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -11164448.000000 Penalty: 3728.734863
	Iteration 43Q: 3 clusters Score -1.116445e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -11164454.000000 Penalty: 3728.734863
	Iteration 44Q: 3 clusters Score -1.116445e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -11164456.000000 Penalty: 3728.734863
	Iteration 45Q: 3 clusters Score -1.116446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -11164459.000000 Penalty: 3728.734863
	Iteration 46Q: 3 clusters Score -1.116446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -11164468.000000 Penalty: 3728.734863
	Iteration 47Q: 3 clusters Score -1.116447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -11164462.000000 Penalty: 3728.734863
	Iteration 48Q: 3 clusters Score -1.116446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -11164464.000000 Penalty: 3728.734863
	Iteration 49Q: 3 clusters Score -1.116446e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -11164466.000000 Penalty: 3728.734863
	Iteration 50Q: 3 clusters Score -1.116447e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -11164470.000000 Penalty: 3728.734863
	Iteration 51Q: 3 clusters Score -1.116447e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -11164458.000000 Penalty: 3728.734863
	Iteration 52Q: 3 clusters Score -1.116446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64965 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -11164449.000000 Penalty: 3728.734863
	Iteration 53Q: 3 clusters Score -1.116445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -11164446.000000 Penalty: 3728.734863
	Iteration 54Q: 3 clusters Score -1.116445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -11164455.000000 Penalty: 3728.734863
	Iteration 55Q: 3 clusters Score -1.116446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -11164457.000000 Penalty: 3728.734863
	Iteration 56Q: 3 clusters Score -1.116446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -11164464.000000 Penalty: 3728.734863
	Iteration 57Q: 3 clusters Score -1.116446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -11164471.000000 Penalty: 3728.734863
	Iteration 58Q: 3 clusters Score -1.116447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -11164473.000000 Penalty: 3728.734863
	Iteration 59Q: 3 clusters Score -1.116447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64866 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -11164466.000000 Penalty: 3728.734863
	Iteration 60F: 3 clusters Score -1.116447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -11164480.000000 Penalty: 3728.734863
	Iteration 61Q: 3 clusters Score -1.116448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -11164480.000000 Penalty: 3728.734863
	Iteration 62Q: 3 clusters Score -1.116448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -11164466.000000 Penalty: 3728.734863
	Iteration 63Q: 3 clusters Score -1.116447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -11164473.000000 Penalty: 3728.734863
	Iteration 64Q: 3 clusters Score -1.116447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -11164473.000000 Penalty: 3728.734863
	Iteration 65Q: 3 clusters Score -1.116447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -11164466.000000 Penalty: 3728.734863
	Iteration 66Q: 3 clusters Score -1.116447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -11164469.000000 Penalty: 3728.734863
	Iteration 67Q: 3 clusters Score -1.116447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -11164467.000000 Penalty: 3728.734863
	Iteration 68Q: 3 clusters Score -1.116447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -11164472.000000 Penalty: 3728.734863
	Iteration 69Q: 3 clusters Score -1.116447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -11164476.000000 Penalty: 3728.734863
	Iteration 70Q: 3 clusters Score -1.116448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -11164471.000000 Penalty: 3728.734863
	Iteration 71Q: 3 clusters Score -1.116447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -11164463.000000 Penalty: 3728.734863
	Iteration 72Q: 3 clusters Score -1.116446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -11164469.000000 Penalty: 3728.734863
	Iteration 73Q: 3 clusters Score -1.116447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -11164465.000000 Penalty: 3728.734863
	Iteration 74Q: 3 clusters Score -1.116446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -11164468.000000 Penalty: 3728.734863
	Iteration 75Q: 3 clusters Score -1.116447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64666 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -11164478.000000 Penalty: 3728.734863
	Iteration 76Q: 3 clusters Score -1.116448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -11164469.000000 Penalty: 3728.734863
	Iteration 77Q: 3 clusters Score -1.116447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -11164468.000000 Penalty: 3728.734863
	Iteration 78Q: 3 clusters Score -1.116447e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -11164476.000000 Penalty: 3728.734863
	Iteration 79Q: 3 clusters Score -1.116448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -11164481.000000 Penalty: 3728.734863
	Iteration 80F: 3 clusters Score -1.116448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -11164473.000000 Penalty: 3728.734863
	Iteration 81Q: 3 clusters Score -1.116447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -11164463.000000 Penalty: 3728.734863
	Iteration 82Q: 3 clusters Score -1.116446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -11164467.000000 Penalty: 3728.734863
	Iteration 83Q: 3 clusters Score -1.116447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -11164482.000000 Penalty: 3728.734863
	Iteration 84Q: 3 clusters Score -1.116448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -11164470.000000 Penalty: 3728.734863
	Iteration 85Q: 3 clusters Score -1.116447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -11164485.000000 Penalty: 3728.734863
	Iteration 86Q: 3 clusters Score -1.116448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -11164478.000000 Penalty: 3728.734863
	Iteration 87Q: 3 clusters Score -1.116448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -11164477.000000 Penalty: 3728.734863
	Iteration 88Q: 3 clusters Score -1.116448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -11164477.000000 Penalty: 3728.734863
	Iteration 89Q: 3 clusters Score -1.116448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -11164486.000000 Penalty: 3728.734863
	Iteration 90Q: 3 clusters Score -1.116449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -11164484.000000 Penalty: 3728.734863
	Iteration 91Q: 3 clusters Score -1.116448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -11164475.000000 Penalty: 3728.734863
	Iteration 92Q: 3 clusters Score -1.116448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -11164467.000000 Penalty: 3728.734863
	Iteration 93Q: 3 clusters Score -1.116447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -11164465.000000 Penalty: 3728.734863
	Iteration 94Q: 3 clusters Score -1.116446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -11164460.000000 Penalty: 3728.734863
	Iteration 95Q: 3 clusters Score -1.116446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -11164451.000000 Penalty: 3728.734863
	Iteration 96Q: 3 clusters Score -1.116445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -11164446.000000 Penalty: 3728.734863
	Iteration 97Q: 3 clusters Score -1.116445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -11164457.000000 Penalty: 3728.734863
	Iteration 98Q: 3 clusters Score -1.116446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64321 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -11164471.000000 Penalty: 3728.734863
	Iteration 99Q: 3 clusters Score -1.116447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -11164459.000000 Penalty: 3728.734863
	Iteration 100F: 3 clusters Score -1.116446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -11164460.000000 Penalty: 3728.734863
	Iteration 101Q: 3 clusters Score -1.116446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -11164459.000000 Penalty: 3728.734863
	Iteration 102Q: 3 clusters Score -1.116446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -11164471.000000 Penalty: 3728.734863
	Iteration 103Q: 3 clusters Score -1.116447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -11164455.000000 Penalty: 3728.734863
	Iteration 104Q: 3 clusters Score -1.116446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -11164460.000000 Penalty: 3728.734863
	Iteration 105Q: 3 clusters Score -1.116446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -11164448.000000 Penalty: 3728.734863
	Iteration 106Q: 3 clusters Score -1.116445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64166 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -11164450.000000 Penalty: 3728.734863
	Iteration 107Q: 3 clusters Score -1.116445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -11164449.000000 Penalty: 3728.734863
	Iteration 108Q: 3 clusters Score -1.116445e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -11164465.000000 Penalty: 3728.734863
	Iteration 109Q: 3 clusters Score -1.116446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64100 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -11164456.000000 Penalty: 3728.734863
	Iteration 110Q: 3 clusters Score -1.116446e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -11164459.000000 Penalty: 3728.734863
	Iteration 111Q: 3 clusters Score -1.116446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -11164446.000000 Penalty: 3728.734863
	Iteration 112Q: 3 clusters Score -1.116445e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -11164452.000000 Penalty: 3728.734863
	Iteration 113Q: 3 clusters Score -1.116445e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -11164425.000000 Penalty: 3728.734863
	Iteration 114Q: 3 clusters Score -1.116442e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63956 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -11164438.000000 Penalty: 3728.734863
	Iteration 115Q: 3 clusters Score -1.116444e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -11164431.000000 Penalty: 3728.734863
	Iteration 116Q: 3 clusters Score -1.116443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -11164439.000000 Penalty: 3728.734863
	Iteration 117Q: 3 clusters Score -1.116444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -11164439.000000 Penalty: 3728.734863
	Iteration 118Q: 3 clusters Score -1.116444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -11164434.000000 Penalty: 3728.734863
	Iteration 119Q: 3 clusters Score -1.116443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -11164435.000000 Penalty: 3728.734863
	Iteration 120F: 3 clusters Score -1.116444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -11164435.000000 Penalty: 3728.734863
	Iteration 121Q: 3 clusters Score -1.116444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -11164437.000000 Penalty: 3728.734863
	Iteration 122Q: 3 clusters Score -1.116444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -11164444.000000 Penalty: 3728.734863
	Iteration 123Q: 3 clusters Score -1.116444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -11164447.000000 Penalty: 3728.734863
	Iteration 124Q: 3 clusters Score -1.116445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -11164450.000000 Penalty: 3728.734863
	Iteration 125Q: 3 clusters Score -1.116445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -11164453.000000 Penalty: 3728.734863
	Iteration 126Q: 3 clusters Score -1.116445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -11164456.000000 Penalty: 3728.734863
	Iteration 127Q: 3 clusters Score -1.116446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -11164460.000000 Penalty: 3728.734863
	Iteration 128Q: 3 clusters Score -1.116446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -11164469.000000 Penalty: 3728.734863
	Iteration 129Q: 3 clusters Score -1.116447e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -11164471.000000 Penalty: 3728.734863
	Iteration 130Q: 3 clusters Score -1.116447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -11164462.000000 Penalty: 3728.734863
	Iteration 131Q: 3 clusters Score -1.116446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -11164471.000000 Penalty: 3728.734863
	Iteration 132Q: 3 clusters Score -1.116447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -11164474.000000 Penalty: 3728.734863
	Iteration 133Q: 3 clusters Score -1.116447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -11164468.000000 Penalty: 3728.734863
	Iteration 134Q: 3 clusters Score -1.116447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -11164460.000000 Penalty: 3728.734863
	Iteration 135Q: 3 clusters Score -1.116446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -11164464.000000 Penalty: 3728.734863
	Iteration 136Q: 3 clusters Score -1.116446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -11164464.000000 Penalty: 3728.734863
	Iteration 137Q: 3 clusters Score -1.116446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -11164451.000000 Penalty: 3728.734863
	Iteration 138Q: 3 clusters Score -1.116445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -11164456.000000 Penalty: 3728.734863
	Iteration 139Q: 3 clusters Score -1.116446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -11164450.000000 Penalty: 3728.734863
	Iteration 140F: 3 clusters Score -1.116445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -11164459.000000 Penalty: 3728.734863
	Iteration 141Q: 3 clusters Score -1.116446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -11164450.000000 Penalty: 3728.734863
	Iteration 142Q: 3 clusters Score -1.116445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -11164447.000000 Penalty: 3728.734863
	Iteration 143Q: 3 clusters Score -1.116445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -11164452.000000 Penalty: 3728.734863
	Iteration 144Q: 3 clusters Score -1.116445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -11164449.000000 Penalty: 3728.734863
	Iteration 145Q: 3 clusters Score -1.116445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -11164450.000000 Penalty: 3728.734863
	Iteration 146Q: 3 clusters Score -1.116445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -11164456.000000 Penalty: 3728.734863
	Iteration 147Q: 3 clusters Score -1.116446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -11164467.000000 Penalty: 3728.734863
	Iteration 148Q: 3 clusters Score -1.116447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -11164454.000000 Penalty: 3728.734863
	Iteration 149Q: 3 clusters Score -1.116445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -11164459.000000 Penalty: 3728.734863
	Iteration 150Q: 3 clusters Score -1.116446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -11164451.000000 Penalty: 3728.734863
	Iteration 151Q: 3 clusters Score -1.116445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -11164458.000000 Penalty: 3728.734863
	Iteration 152Q: 3 clusters Score -1.116446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -11164469.000000 Penalty: 3728.734863
	Iteration 153Q: 3 clusters Score -1.116447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -11164471.000000 Penalty: 3728.734863
	Iteration 154Q: 3 clusters Score -1.116447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -11164467.000000 Penalty: 3728.734863
	Iteration 155Q: 3 clusters Score -1.116447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -11164471.000000 Penalty: 3728.734863
	Iteration 156Q: 3 clusters Score -1.116447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -11164485.000000 Penalty: 3728.734863
	Iteration 157Q: 3 clusters Score -1.116448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -11164474.000000 Penalty: 3728.734863
	Iteration 158Q: 3 clusters Score -1.116447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63374 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -11164468.000000 Penalty: 3728.734863
	Iteration 159Q: 3 clusters Score -1.116447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -11164470.000000 Penalty: 3728.734863
	Iteration 160F: 3 clusters Score -1.116447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63336 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -11164470.000000 Penalty: 3728.734863
	Iteration 161Q: 3 clusters Score -1.116447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -11164468.000000 Penalty: 3728.734863
	Iteration 162Q: 3 clusters Score -1.116447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -11164462.000000 Penalty: 3728.734863
	Iteration 163Q: 3 clusters Score -1.116446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -11164464.000000 Penalty: 3728.734863
	Iteration 164Q: 3 clusters Score -1.116446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -11164472.000000 Penalty: 3728.734863
	Iteration 165Q: 3 clusters Score -1.116447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -11164473.000000 Penalty: 3728.734863
	Iteration 166Q: 3 clusters Score -1.116447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -11164468.000000 Penalty: 3728.734863
	Iteration 167Q: 3 clusters Score -1.116447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -11164474.000000 Penalty: 3728.734863
	Iteration 168Q: 3 clusters Score -1.116447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -11164481.000000 Penalty: 3728.734863
	Iteration 169Q: 3 clusters Score -1.116448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -11164468.000000 Penalty: 3728.734863
	Iteration 170Q: 3 clusters Score -1.116447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -11164470.000000 Penalty: 3728.734863
	Iteration 171Q: 3 clusters Score -1.116447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -11164468.000000 Penalty: 3728.734863
	Iteration 172Q: 3 clusters Score -1.116447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -11164465.000000 Penalty: 3728.734863
	Iteration 173Q: 3 clusters Score -1.116446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -11164467.000000 Penalty: 3728.734863
	Iteration 174Q: 3 clusters Score -1.116447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -11164461.000000 Penalty: 3728.734863
	Iteration 175Q: 3 clusters Score -1.116446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63177 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -11164463.000000 Penalty: 3728.734863
	Iteration 176Q: 3 clusters Score -1.116446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -11164458.000000 Penalty: 3728.734863
	Iteration 177Q: 3 clusters Score -1.116446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -11164459.000000 Penalty: 3728.734863
	Iteration 178Q: 3 clusters Score -1.116446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -11164477.000000 Penalty: 3728.734863
	Iteration 179Q: 3 clusters Score -1.116448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -11164481.000000 Penalty: 3728.734863
	Iteration 180F: 3 clusters Score -1.116448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -11164473.000000 Penalty: 3728.734863
	Iteration 181Q: 3 clusters Score -1.116447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63104 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -11164467.000000 Penalty: 3728.734863
	Iteration 182Q: 3 clusters Score -1.116447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -11164469.000000 Penalty: 3728.734863
	Iteration 183Q: 3 clusters Score -1.116447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -11164471.000000 Penalty: 3728.734863
	Iteration 184Q: 3 clusters Score -1.116447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -11164473.000000 Penalty: 3728.734863
	Iteration 185Q: 3 clusters Score -1.116447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -11164476.000000 Penalty: 3728.734863
	Iteration 186Q: 3 clusters Score -1.116448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -11164471.000000 Penalty: 3728.734863
	Iteration 187Q: 3 clusters Score -1.116447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -11164473.000000 Penalty: 3728.734863
	Iteration 188Q: 3 clusters Score -1.116447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -11164471.000000 Penalty: 3728.734863
	Iteration 189Q: 3 clusters Score -1.116447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -11164478.000000 Penalty: 3728.734863
	Iteration 190Q: 3 clusters Score -1.116448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -11164480.000000 Penalty: 3728.734863
	Iteration 191Q: 3 clusters Score -1.116448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -11164480.000000 Penalty: 3728.734863
	Iteration 192Q: 3 clusters Score -1.116448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -11164476.000000 Penalty: 3728.734863
	Iteration 193Q: 3 clusters Score -1.116448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -11164476.000000 Penalty: 3728.734863
	Iteration 194F: 3 clusters Score -1.116448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 8246 members 
Mstep: Class 4 contains 13547 members 
Mstep: Class 5 contains 9872 members 
Mstep: Class 6 contains 47029 members 
Mstep: Class 7 contains 148964 members 
Mstep: Class 8 contains 38730 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15914 members 
Mstep: Class 11 contains 3601 members 
Mstep: Class 12 contains 91042 members 
Mstep: Class 13 contains 84679 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 15648 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147335 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 87845 members 
Mstep: Class 20 contains 8053 members 
Mstep: Class 21 contains 63077 members 
Mstep: Class 22 contains 10844 members 
Mstep: Class 23 contains 68544 members 
Mstep: Class 24 contains 33012 members 
Entering Unmasked Estep 
Score: -102099848.000000 Penalty: 53515.957031
Splitting cluster 21 changes total score from -102089312.000000 to -102099848.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 22 (10844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Entering Unmasked Estep 
Score: -1252416.250000 Penalty: 1509.847168
	Iteration 0F: 2 clusters Score -1252416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1244715.250000 Penalty: 3019.694336
	Iteration 0F: 3 clusters Score -1244715 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1247269.500000 Penalty: 3019.694336
	Iteration 1F: 3 clusters Score -1247270 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1247659.875000 Penalty: 3019.694336
	Iteration 2F: 3 clusters Score -1247660 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1248023.750000 Penalty: 3019.694336
	Iteration 3F: 3 clusters Score -1248024 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1248406.500000 Penalty: 3019.694336
	Iteration 4F: 3 clusters Score -1248406 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1248846.750000 Penalty: 3019.694336
	Iteration 5F: 3 clusters Score -1248847 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1249352.875000 Penalty: 3019.694336
	Iteration 6F: 3 clusters Score -1249353 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1249874.000000 Penalty: 3019.694336
	Iteration 7F: 3 clusters Score -1249874 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1250275.375000 Penalty: 3019.694336
	Iteration 8Q: 3 clusters Score -1250275 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1250528.125000 Penalty: 3019.694336
	Iteration 9Q: 3 clusters Score -1250528 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1250692.500000 Penalty: 3019.694336
	Iteration 10Q: 3 clusters Score -1250692 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1250787.500000 Penalty: 3019.694336
	Iteration 11Q: 3 clusters Score -1250788 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1250855.375000 Penalty: 3019.694336
	Iteration 12Q: 3 clusters Score -1250855 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1250893.125000 Penalty: 3019.694336
	Iteration 13Q: 3 clusters Score -1250893 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1250929.750000 Penalty: 3019.694336
	Iteration 14Q: 3 clusters Score -1250930 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1250958.375000 Penalty: 3019.694336
	Iteration 15Q: 3 clusters Score -1250958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1250996.125000 Penalty: 3019.694336
	Iteration 16Q: 3 clusters Score -1250996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1251028.875000 Penalty: 3019.694336
	Iteration 17Q: 3 clusters Score -1251029 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1251054.875000 Penalty: 3019.694336
	Iteration 18Q: 3 clusters Score -1251055 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1251087.375000 Penalty: 3019.694336
	Iteration 19Q: 3 clusters Score -1251087 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1251105.750000 Penalty: 3019.694336
	Iteration 20F: 3 clusters Score -1251106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1251129.000000 Penalty: 3019.694336
	Iteration 21Q: 3 clusters Score -1251129 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1251150.750000 Penalty: 3019.694336
	Iteration 22Q: 3 clusters Score -1251151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1251164.125000 Penalty: 3019.694336
	Iteration 23Q: 3 clusters Score -1251164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1251178.000000 Penalty: 3019.694336
	Iteration 24Q: 3 clusters Score -1251178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1251184.125000 Penalty: 3019.694336
	Iteration 25Q: 3 clusters Score -1251184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1251195.125000 Penalty: 3019.694336
	Iteration 26Q: 3 clusters Score -1251195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1251205.625000 Penalty: 3019.694336
	Iteration 27Q: 3 clusters Score -1251206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1251213.875000 Penalty: 3019.694336
	Iteration 28Q: 3 clusters Score -1251214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1251217.375000 Penalty: 3019.694336
	Iteration 29Q: 3 clusters Score -1251217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1251221.625000 Penalty: 3019.694336
	Iteration 30Q: 3 clusters Score -1251222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1251228.000000 Penalty: 3019.694336
	Iteration 31Q: 3 clusters Score -1251228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1251229.125000 Penalty: 3019.694336
	Iteration 32Q: 3 clusters Score -1251229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1251234.500000 Penalty: 3019.694336
	Iteration 33Q: 3 clusters Score -1251234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1251239.875000 Penalty: 3019.694336
	Iteration 34Q: 3 clusters Score -1251240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1251243.125000 Penalty: 3019.694336
	Iteration 35Q: 3 clusters Score -1251243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1251248.125000 Penalty: 3019.694336
	Iteration 36Q: 3 clusters Score -1251248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1251252.500000 Penalty: 3019.694336
	Iteration 37Q: 3 clusters Score -1251252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1251258.250000 Penalty: 3019.694336
	Iteration 38Q: 3 clusters Score -1251258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1251260.000000 Penalty: 3019.694336
	Iteration 39Q: 3 clusters Score -1251260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1251260.500000 Penalty: 3019.694336
	Iteration 40F: 3 clusters Score -1251260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1251262.625000 Penalty: 3019.694336
	Iteration 41Q: 3 clusters Score -1251263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1251263.875000 Penalty: 3019.694336
	Iteration 42Q: 3 clusters Score -1251264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1251264.000000 Penalty: 3019.694336
	Iteration 43Q: 3 clusters Score -1251264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1251264.000000 Penalty: 3019.694336
	Iteration 44F: 3 clusters Score -1251264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 8246 members 
Mstep: Class 4 contains 13547 members 
Mstep: Class 5 contains 9872 members 
Mstep: Class 6 contains 47029 members 
Mstep: Class 7 contains 148964 members 
Mstep: Class 8 contains 38730 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15914 members 
Mstep: Class 11 contains 3601 members 
Mstep: Class 12 contains 91042 members 
Mstep: Class 13 contains 84679 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 15648 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147335 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 87845 members 
Mstep: Class 20 contains 8053 members 
Mstep: Class 21 contains 63077 members 
Mstep: Class 22 contains 10844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101952.000000 Penalty: 53515.957031
Iteration 199Q: 25 clusters Score -1.02102e+08 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4208 members 
Mstep: Class 3 contains 8251 members 
Mstep: Class 4 contains 13548 members 
Mstep: Class 5 contains 9873 members 
Mstep: Class 6 contains 47036 members 
Mstep: Class 7 contains 148978 members 
Mstep: Class 8 contains 38738 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 16075 members 
Mstep: Class 11 contains 3663 members 
Mstep: Class 12 contains 91289 members 
Mstep: Class 13 contains 85092 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147329 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 88130 members 
Mstep: Class 20 contains 8207 members 
Mstep: Class 21 contains 63054 members 
Mstep: Class 22 contains 10844 members 
Mstep: Class 23 contains 67790 members 
Mstep: Class 24 contains 32432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103128.000000 Penalty: 53515.957031
Iteration 200F: 25 clusters Score -1.021031e+08 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4212 members 
Mstep: Class 3 contains 8255 members 
Mstep: Class 4 contains 13552 members 
Mstep: Class 5 contains 9871 members 
Mstep: Class 6 contains 47029 members 
Mstep: Class 7 contains 148945 members 
Mstep: Class 8 contains 38738 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15857 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 91083 members 
Mstep: Class 13 contains 84109 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 15653 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147343 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 88143 members 
Mstep: Class 20 contains 8157 members 
Mstep: Class 21 contains 62797 members 
Mstep: Class 22 contains 10844 members 
Mstep: Class 23 contains 69299 members 
Mstep: Class 24 contains 32637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104040.000000 Penalty: 53515.957031
Iteration 201Q: 25 clusters Score -1.02104e+08 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4211 members 
Mstep: Class 3 contains 8278 members 
Mstep: Class 4 contains 13556 members 
Mstep: Class 5 contains 9869 members 
Mstep: Class 6 contains 47021 members 
Mstep: Class 7 contains 148926 members 
Mstep: Class 8 contains 38741 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15720 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 90935 members 
Mstep: Class 13 contains 83184 members 
Mstep: Class 14 contains 455 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147345 members 
Mstep: Class 18 contains 3018 members 
Mstep: Class 19 contains 88376 members 
Mstep: Class 20 contains 8123 members 
Mstep: Class 21 contains 62596 members 
Mstep: Class 22 contains 10846 members 
Mstep: Class 23 contains 70395 members 
Mstep: Class 24 contains 32755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104472.000000 Penalty: 53515.957031
Iteration 202Q: 25 clusters Score -1.021045e+08 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4208 members 
Mstep: Class 3 contains 8312 members 
Mstep: Class 4 contains 13559 members 
Mstep: Class 5 contains 9868 members 
Mstep: Class 6 contains 47014 members 
Mstep: Class 7 contains 148922 members 
Mstep: Class 8 contains 38742 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15602 members 
Mstep: Class 11 contains 3658 members 
Mstep: Class 12 contains 90826 members 
Mstep: Class 13 contains 82254 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147354 members 
Mstep: Class 18 contains 3018 members 
Mstep: Class 19 contains 88670 members 
Mstep: Class 20 contains 8084 members 
Mstep: Class 21 contains 62356 members 
Mstep: Class 22 contains 10848 members 
Mstep: Class 23 contains 71427 members 
Mstep: Class 24 contains 32836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104936.000000 Penalty: 53515.957031
Iteration 203Q: 25 clusters Score -1.021049e+08 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4205 members 
Mstep: Class 3 contains 8334 members 
Mstep: Class 4 contains 13557 members 
Mstep: Class 5 contains 9866 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148915 members 
Mstep: Class 8 contains 38746 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15523 members 
Mstep: Class 11 contains 3669 members 
Mstep: Class 12 contains 90776 members 
Mstep: Class 13 contains 81341 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 15660 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147364 members 
Mstep: Class 18 contains 3018 members 
Mstep: Class 19 contains 88889 members 
Mstep: Class 20 contains 8029 members 
Mstep: Class 21 contains 62140 members 
Mstep: Class 22 contains 10850 members 
Mstep: Class 23 contains 72435 members 
Mstep: Class 24 contains 32894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105464.000000 Penalty: 53515.957031
Iteration 204Q: 25 clusters Score -1.021055e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4203 members 
Mstep: Class 3 contains 8361 members 
Mstep: Class 4 contains 13554 members 
Mstep: Class 5 contains 9865 members 
Mstep: Class 6 contains 47002 members 
Mstep: Class 7 contains 148904 members 
Mstep: Class 8 contains 38748 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15480 members 
Mstep: Class 11 contains 3672 members 
Mstep: Class 12 contains 90743 members 
Mstep: Class 13 contains 80379 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147376 members 
Mstep: Class 18 contains 3018 members 
Mstep: Class 19 contains 89051 members 
Mstep: Class 20 contains 7979 members 
Mstep: Class 21 contains 61933 members 
Mstep: Class 22 contains 10856 members 
Mstep: Class 23 contains 73491 members 
Mstep: Class 24 contains 32942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105536.000000 Penalty: 53515.957031
Iteration 205Q: 25 clusters Score -1.021055e+08 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 8385 members 
Mstep: Class 4 contains 13555 members 
Mstep: Class 5 contains 9866 members 
Mstep: Class 6 contains 47001 members 
Mstep: Class 7 contains 148886 members 
Mstep: Class 8 contains 38749 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15437 members 
Mstep: Class 11 contains 3681 members 
Mstep: Class 12 contains 90720 members 
Mstep: Class 13 contains 79352 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147390 members 
Mstep: Class 18 contains 3018 members 
Mstep: Class 19 contains 89282 members 
Mstep: Class 20 contains 7921 members 
Mstep: Class 21 contains 61696 members 
Mstep: Class 22 contains 10860 members 
Mstep: Class 23 contains 74566 members 
Mstep: Class 24 contains 32987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105688.000000 Penalty: 53515.957031
Iteration 206Q: 25 clusters Score -1.021057e+08 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 3 contains 8408 members 
Mstep: Class 4 contains 13555 members 
Mstep: Class 5 contains 9866 members 
Mstep: Class 6 contains 47002 members 
Mstep: Class 7 contains 148866 members 
Mstep: Class 8 contains 38748 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15406 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 90711 members 
Mstep: Class 13 contains 78324 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 15665 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147402 members 
Mstep: Class 18 contains 3018 members 
Mstep: Class 19 contains 89539 members 
Mstep: Class 20 contains 7863 members 
Mstep: Class 21 contains 61487 members 
Mstep: Class 22 contains 10864 members 
Mstep: Class 23 contains 75591 members 
Mstep: Class 24 contains 33014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105824.000000 Penalty: 53515.957031
Iteration 207Q: 25 clusters Score -1.021058e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 13557 members 
Mstep: Class 5 contains 9865 members 
Mstep: Class 6 contains 47001 members 
Mstep: Class 7 contains 148850 members 
Mstep: Class 8 contains 38751 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15372 members 
Mstep: Class 11 contains 3692 members 
Mstep: Class 12 contains 90714 members 
Mstep: Class 13 contains 77195 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 15667 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147410 members 
Mstep: Class 18 contains 3017 members 
Mstep: Class 19 contains 89849 members 
Mstep: Class 20 contains 7808 members 
Mstep: Class 21 contains 61251 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 76668 members 
Mstep: Class 24 contains 33040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105920.000000 Penalty: 53515.957031
Iteration 208Q: 25 clusters Score -1.021059e+08 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 3 contains 8474 members 
Mstep: Class 4 contains 13557 members 
Mstep: Class 5 contains 9865 members 
Mstep: Class 6 contains 47000 members 
Mstep: Class 7 contains 148837 members 
Mstep: Class 8 contains 38754 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15359 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 90742 members 
Mstep: Class 13 contains 75980 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 15669 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147412 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 90201 members 
Mstep: Class 20 contains 7762 members 
Mstep: Class 21 contains 60942 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 77812 members 
Mstep: Class 24 contains 33077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105712.000000 Penalty: 53515.957031
Iteration 209Q: 25 clusters Score -1.021057e+08 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 3 contains 8500 members 
Mstep: Class 4 contains 13557 members 
Mstep: Class 5 contains 9865 members 
Mstep: Class 6 contains 47000 members 
Mstep: Class 7 contains 148830 members 
Mstep: Class 8 contains 38753 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15340 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 90749 members 
Mstep: Class 13 contains 74675 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 15666 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147419 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 90575 members 
Mstep: Class 20 contains 7714 members 
Mstep: Class 21 contains 60664 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 79026 members 
Mstep: Class 24 contains 33108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105600.000000 Penalty: 53515.957031
Iteration 210Q: 25 clusters Score -1.021056e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 3 contains 8543 members 
Mstep: Class 4 contains 13558 members 
Mstep: Class 5 contains 9867 members 
Mstep: Class 6 contains 47000 members 
Mstep: Class 7 contains 148820 members 
Mstep: Class 8 contains 38752 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15326 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 90752 members 
Mstep: Class 13 contains 73285 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 15664 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147432 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 90960 members 
Mstep: Class 20 contains 7674 members 
Mstep: Class 21 contains 60405 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 80268 members 
Mstep: Class 24 contains 33132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105360.000000 Penalty: 53515.957031
Iteration 211Q: 25 clusters Score -1.021054e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 3 contains 8579 members 
Mstep: Class 4 contains 13559 members 
Mstep: Class 5 contains 9866 members 
Mstep: Class 6 contains 47000 members 
Mstep: Class 7 contains 148817 members 
Mstep: Class 8 contains 38753 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15326 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 90762 members 
Mstep: Class 13 contains 72120 members 
Mstep: Class 14 contains 444 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147435 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 91217 members 
Mstep: Class 20 contains 7635 members 
Mstep: Class 21 contains 60144 members 
Mstep: Class 22 contains 10867 members 
Mstep: Class 23 contains 81393 members 
Mstep: Class 24 contains 33167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105376.000000 Penalty: 53515.957031
Iteration 212Q: 25 clusters Score -1.021054e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4201 members 
Mstep: Class 3 contains 8614 members 
Mstep: Class 4 contains 13558 members 
Mstep: Class 5 contains 9866 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148813 members 
Mstep: Class 8 contains 38754 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15322 members 
Mstep: Class 11 contains 3705 members 
Mstep: Class 12 contains 90769 members 
Mstep: Class 13 contains 71052 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 147440 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 91397 members 
Mstep: Class 20 contains 7602 members 
Mstep: Class 21 contains 59843 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 82538 members 
Mstep: Class 24 contains 33208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105360.000000 Penalty: 53515.957031
Iteration 213Q: 25 clusters Score -1.021054e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4200 members 
Mstep: Class 3 contains 8659 members 
Mstep: Class 4 contains 13558 members 
Mstep: Class 5 contains 9866 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148819 members 
Mstep: Class 8 contains 38754 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15323 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 90784 members 
Mstep: Class 13 contains 69962 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 147439 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 91625 members 
Mstep: Class 20 contains 7570 members 
Mstep: Class 21 contains 59516 members 
Mstep: Class 22 contains 10865 members 
Mstep: Class 23 contains 83651 members 
Mstep: Class 24 contains 33247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105296.000000 Penalty: 53515.957031
Iteration 214Q: 25 clusters Score -1.021053e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4200 members 
Mstep: Class 3 contains 8693 members 
Mstep: Class 4 contains 13561 members 
Mstep: Class 5 contains 9866 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148812 members 
Mstep: Class 8 contains 38756 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15330 members 
Mstep: Class 11 contains 3712 members 
Mstep: Class 12 contains 90789 members 
Mstep: Class 13 contains 69062 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3691 members 
Mstep: Class 17 contains 147443 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 91715 members 
Mstep: Class 20 contains 7533 members 
Mstep: Class 21 contains 59226 members 
Mstep: Class 22 contains 10864 members 
Mstep: Class 23 contains 84699 members 
Mstep: Class 24 contains 33293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105496.000000 Penalty: 53515.957031
Iteration 215Q: 25 clusters Score -1.021055e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4200 members 
Mstep: Class 3 contains 8724 members 
Mstep: Class 4 contains 13563 members 
Mstep: Class 5 contains 9865 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148811 members 
Mstep: Class 8 contains 38757 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15336 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 90792 members 
Mstep: Class 13 contains 68323 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 15660 members 
Mstep: Class 16 contains 3689 members 
Mstep: Class 17 contains 147444 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 91753 members 
Mstep: Class 20 contains 7500 members 
Mstep: Class 21 contains 58905 members 
Mstep: Class 22 contains 10865 members 
Mstep: Class 23 contains 85670 members 
Mstep: Class 24 contains 33338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105568.000000 Penalty: 53515.957031
Iteration 216Q: 25 clusters Score -1.021056e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4199 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 13563 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 46991 members 
Mstep: Class 7 contains 148812 members 
Mstep: Class 8 contains 38757 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15328 members 
Mstep: Class 11 contains 3719 members 
Mstep: Class 12 contains 90794 members 
Mstep: Class 13 contains 67624 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3688 members 
Mstep: Class 17 contains 147444 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 91760 members 
Mstep: Class 20 contains 7472 members 
Mstep: Class 21 contains 58630 members 
Mstep: Class 22 contains 10865 members 
Mstep: Class 23 contains 86610 members 
Mstep: Class 24 contains 33375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105472.000000 Penalty: 53515.957031
Iteration 217Q: 25 clusters Score -1.021055e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4198 members 
Mstep: Class 3 contains 8785 members 
Mstep: Class 4 contains 13563 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 46992 members 
Mstep: Class 7 contains 148811 members 
Mstep: Class 8 contains 38757 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15324 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 90791 members 
Mstep: Class 13 contains 67056 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 15653 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 147447 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 91664 members 
Mstep: Class 20 contains 7438 members 
Mstep: Class 21 contains 58382 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 87482 members 
Mstep: Class 24 contains 33422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105344.000000 Penalty: 53515.957031
Iteration 218Q: 25 clusters Score -1.021053e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 8811 members 
Mstep: Class 4 contains 13565 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 46990 members 
Mstep: Class 7 contains 148804 members 
Mstep: Class 8 contains 38757 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15316 members 
Mstep: Class 11 contains 3730 members 
Mstep: Class 12 contains 90794 members 
Mstep: Class 13 contains 66626 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 15651 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 147454 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 91410 members 
Mstep: Class 20 contains 7414 members 
Mstep: Class 21 contains 58194 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 88324 members 
Mstep: Class 24 contains 33451 members 
Entering Unmasked Estep 
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Score: -102105288.000000 Penalty: 53515.957031
Iteration 219Q: 25 clusters Score -1.021053e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 13567 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 46989 members 
Mstep: Class 7 contains 148794 members 
Mstep: Class 8 contains 38758 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 3729 members 
Mstep: Class 12 contains 90797 members 
Mstep: Class 13 contains 66274 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 15651 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 147462 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 91078 members 
Mstep: Class 20 contains 7397 members 
Mstep: Class 21 contains 58033 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 89123 members 
Mstep: Class 24 contains 33486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105360.000000 Penalty: 53515.957031
Iteration 220F: 25 clusters Score -1.021054e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 8867 members 
Mstep: Class 4 contains 13568 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 46989 members 
Mstep: Class 7 contains 148789 members 
Mstep: Class 8 contains 38759 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15307 members 
Mstep: Class 11 contains 3726 members 
Mstep: Class 12 contains 90792 members 
Mstep: Class 13 contains 65958 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 15651 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 147470 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 90737 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 57887 members 
Mstep: Class 22 contains 10864 members 
Mstep: Class 23 contains 89888 members 
Mstep: Class 24 contains 33531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105432.000000 Penalty: 53515.957031
Iteration 221Q: 25 clusters Score -1.021054e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 8881 members 
Mstep: Class 4 contains 13568 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 46990 members 
Mstep: Class 7 contains 148787 members 
Mstep: Class 8 contains 38762 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15304 members 
Mstep: Class 11 contains 3726 members 
Mstep: Class 12 contains 90791 members 
Mstep: Class 13 contains 65686 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 15651 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 147473 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 90364 members 
Mstep: Class 20 contains 7355 members 
Mstep: Class 21 contains 57776 members 
Mstep: Class 22 contains 10864 members 
Mstep: Class 23 contains 90614 members 
Mstep: Class 24 contains 33571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105720.000000 Penalty: 53515.957031
Iteration 222Q: 25 clusters Score -1.021057e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 8894 members 
Mstep: Class 4 contains 13568 members 
Mstep: Class 5 contains 9864 members 
Mstep: Class 6 contains 46989 members 
Mstep: Class 7 contains 148777 members 
Mstep: Class 8 contains 38765 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3726 members 
Mstep: Class 12 contains 90790 members 
Mstep: Class 13 contains 65373 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 15 contains 15652 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 147480 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 89988 members 
Mstep: Class 20 contains 7327 members 
Mstep: Class 21 contains 57705 members 
Mstep: Class 22 contains 10864 members 
Mstep: Class 23 contains 91340 members 
Mstep: Class 24 contains 33621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105712.000000 Penalty: 53515.957031
Iteration 223Q: 25 clusters Score -1.021057e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 8907 members 
Mstep: Class 4 contains 13568 members 
Mstep: Class 5 contains 9865 members 
Mstep: Class 6 contains 46988 members 
Mstep: Class 7 contains 148764 members 
Mstep: Class 8 contains 38768 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15293 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 90787 members 
Mstep: Class 13 contains 65098 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15652 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 147489 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 89611 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 57692 members 
Mstep: Class 22 contains 10865 members 
Mstep: Class 23 contains 91989 members 
Mstep: Class 24 contains 33671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105944.000000 Penalty: 53515.957031
Iteration 224Q: 25 clusters Score -1.021059e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 13569 members 
Mstep: Class 5 contains 9865 members 
Mstep: Class 6 contains 46990 members 
Mstep: Class 7 contains 148750 members 
Mstep: Class 8 contains 38769 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15286 members 
Mstep: Class 11 contains 3726 members 
Mstep: Class 12 contains 90786 members 
Mstep: Class 13 contains 64787 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15652 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 147499 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 89294 members 
Mstep: Class 20 contains 7270 members 
Mstep: Class 21 contains 57713 members 
Mstep: Class 22 contains 10867 members 
Mstep: Class 23 contains 92578 members 
Mstep: Class 24 contains 33710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105848.000000 Penalty: 53515.957031
Iteration 225Q: 25 clusters Score -1.021058e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 13570 members 
Mstep: Class 5 contains 9863 members 
Mstep: Class 6 contains 46991 members 
Mstep: Class 7 contains 148741 members 
Mstep: Class 8 contains 38769 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15286 members 
Mstep: Class 11 contains 3724 members 
Mstep: Class 12 contains 90778 members 
Mstep: Class 13 contains 64426 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15653 members 
Mstep: Class 16 contains 3686 members 
Mstep: Class 17 contains 147506 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 89038 members 
Mstep: Class 20 contains 7247 members 
Mstep: Class 21 contains 57771 members 
Mstep: Class 22 contains 10867 members 
Mstep: Class 23 contains 93126 members 
Mstep: Class 24 contains 33742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105720.000000 Penalty: 53515.957031
Iteration 226Q: 25 clusters Score -1.021057e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 8953 members 
Mstep: Class 4 contains 13572 members 
Mstep: Class 5 contains 9861 members 
Mstep: Class 6 contains 46990 members 
Mstep: Class 7 contains 148734 members 
Mstep: Class 8 contains 38769 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15277 members 
Mstep: Class 11 contains 3725 members 
Mstep: Class 12 contains 90772 members 
Mstep: Class 13 contains 64025 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15654 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 147510 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 88844 members 
Mstep: Class 20 contains 7233 members 
Mstep: Class 21 contains 57855 members 
Mstep: Class 22 contains 10867 members 
Mstep: Class 23 contains 93613 members 
Mstep: Class 24 contains 33780 members 
Entering Unmasked Estep 
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Score: -102105744.000000 Penalty: 53515.957031
Iteration 227Q: 25 clusters Score -1.021057e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 8975 members 
Mstep: Class 4 contains 13574 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 46988 members 
Mstep: Class 7 contains 148720 members 
Mstep: Class 8 contains 38770 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15275 members 
Mstep: Class 11 contains 3722 members 
Mstep: Class 12 contains 90778 members 
Mstep: Class 13 contains 63574 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15654 members 
Mstep: Class 16 contains 3684 members 
Mstep: Class 17 contains 147519 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 88703 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 57943 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 94075 members 
Mstep: Class 24 contains 33820 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 228Q: 25 clusters Score -1.021059e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 13574 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 46991 members 
Mstep: Class 7 contains 148707 members 
Mstep: Class 8 contains 38770 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15274 members 
Mstep: Class 11 contains 3719 members 
Mstep: Class 12 contains 90769 members 
Mstep: Class 13 contains 63070 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15655 members 
Mstep: Class 16 contains 3681 members 
Mstep: Class 17 contains 147533 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 88623 members 
Mstep: Class 20 contains 7207 members 
Mstep: Class 21 contains 58048 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 94489 members 
Mstep: Class 24 contains 33881 members 
Entering Unmasked Estep 
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Iteration 229Q: 25 clusters Score -1.021062e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 9011 members 
Mstep: Class 4 contains 13576 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 46992 members 
Mstep: Class 7 contains 148693 members 
Mstep: Class 8 contains 38772 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15273 members 
Mstep: Class 11 contains 3725 members 
Mstep: Class 12 contains 90751 members 
Mstep: Class 13 contains 62522 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15655 members 
Mstep: Class 16 contains 3679 members 
Mstep: Class 17 contains 147548 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 88592 members 
Mstep: Class 20 contains 7186 members 
Mstep: Class 21 contains 58161 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 94910 members 
Mstep: Class 24 contains 33946 members 
Entering Unmasked Estep 
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Iteration 230Q: 25 clusters Score -1.021062e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 9022 members 
Mstep: Class 4 contains 13576 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 148681 members 
Mstep: Class 8 contains 38775 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 3728 members 
Mstep: Class 12 contains 90732 members 
Mstep: Class 13 contains 61928 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15654 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147556 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 88586 members 
Mstep: Class 20 contains 7164 members 
Mstep: Class 21 contains 58320 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 95332 members 
Mstep: Class 24 contains 33998 members 
Entering Unmasked Estep 
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Iteration 231Q: 25 clusters Score -1.021059e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 13576 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 148682 members 
Mstep: Class 8 contains 38776 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 3733 members 
Mstep: Class 12 contains 90722 members 
Mstep: Class 13 contains 61336 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15654 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147551 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 88629 members 
Mstep: Class 20 contains 7135 members 
Mstep: Class 21 contains 58448 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 95721 members 
Mstep: Class 24 contains 34062 members 
Entering Unmasked Estep 
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Iteration 232Q: 25 clusters Score -1.021058e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 9055 members 
Mstep: Class 4 contains 13576 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 148681 members 
Mstep: Class 8 contains 38777 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 3728 members 
Mstep: Class 12 contains 90715 members 
Mstep: Class 13 contains 60731 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15654 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147554 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 88712 members 
Mstep: Class 20 contains 7116 members 
Mstep: Class 21 contains 58557 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 96075 members 
Mstep: Class 24 contains 34130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105736.000000 Penalty: 53515.957031
Iteration 233Q: 25 clusters Score -1.021057e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9065 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148673 members 
Mstep: Class 8 contains 38778 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15273 members 
Mstep: Class 11 contains 3729 members 
Mstep: Class 12 contains 90714 members 
Mstep: Class 13 contains 60076 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15655 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147554 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 88796 members 
Mstep: Class 20 contains 7094 members 
Mstep: Class 21 contains 58668 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 96466 members 
Mstep: Class 24 contains 34202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105664.000000 Penalty: 53515.957031
Iteration 234Q: 25 clusters Score -1.021057e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9077 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148674 members 
Mstep: Class 8 contains 38780 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15278 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 90711 members 
Mstep: Class 13 contains 59347 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15653 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147554 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 89001 members 
Mstep: Class 20 contains 7071 members 
Mstep: Class 21 contains 58782 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 96844 members 
Mstep: Class 24 contains 34240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105688.000000 Penalty: 53515.957031
Iteration 235Q: 25 clusters Score -1.021057e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9075 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148673 members 
Mstep: Class 8 contains 38780 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15294 members 
Mstep: Class 11 contains 3728 members 
Mstep: Class 12 contains 90714 members 
Mstep: Class 13 contains 58613 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15654 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147553 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 89174 members 
Mstep: Class 20 contains 7042 members 
Mstep: Class 21 contains 58899 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 97261 members 
Mstep: Class 24 contains 34284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105328.000000 Penalty: 53515.957031
Iteration 236Q: 25 clusters Score -1.021053e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9072 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148674 members 
Mstep: Class 8 contains 38781 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15291 members 
Mstep: Class 11 contains 3720 members 
Mstep: Class 12 contains 90709 members 
Mstep: Class 13 contains 57862 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15654 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147552 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 89373 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 58997 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 97738 members 
Mstep: Class 24 contains 34303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105280.000000 Penalty: 53515.957031
Iteration 237Q: 25 clusters Score -1.021053e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9072 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148673 members 
Mstep: Class 8 contains 38784 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15283 members 
Mstep: Class 11 contains 3720 members 
Mstep: Class 12 contains 90711 members 
Mstep: Class 13 contains 57108 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15654 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147549 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 89608 members 
Mstep: Class 20 contains 6991 members 
Mstep: Class 21 contains 59081 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 98180 members 
Mstep: Class 24 contains 34327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105000.000000 Penalty: 53515.957031
Iteration 238Q: 25 clusters Score -1.02105e+08 nChanged 1540
Entering ConstructFrom: 
Score: -102105000.000000 Penalty: 53515.957031
Entering ConstructFrom: 
Trying to split cluster 1 (2477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Entering Unmasked Estep 
Score: -260995.890625 Penalty: 1269.905640
	Iteration 0F: 2 clusters Score -260995.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -258638.343750 Penalty: 2539.811279
	Iteration 0F: 3 clusters Score -258638.3 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -259402.625000 Penalty: 2539.811279
	Iteration 1F: 3 clusters Score -259402.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -259680.984375 Penalty: 2539.811279
	Iteration 2F: 3 clusters Score -259681 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -259897.515625 Penalty: 2539.811279
	Iteration 3F: 3 clusters Score -259897.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -260038.875000 Penalty: 2539.811279
	Iteration 4F: 3 clusters Score -260038.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -260135.531250 Penalty: 2539.811279
	Iteration 5Q: 3 clusters Score -260135.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -260221.890625 Penalty: 2539.811279
	Iteration 6Q: 3 clusters Score -260221.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -260310.421875 Penalty: 2539.811279
	Iteration 7Q: 3 clusters Score -260310.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -260388.937500 Penalty: 2539.811279
	Iteration 8Q: 3 clusters Score -260388.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -260448.437500 Penalty: 2539.811279
	Iteration 9Q: 3 clusters Score -260448.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -260477.375000 Penalty: 2539.811279
	Iteration 10Q: 3 clusters Score -260477.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -260497.015625 Penalty: 2539.811279
	Iteration 11Q: 3 clusters Score -260497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -260514.109375 Penalty: 2539.811279
	Iteration 12Q: 3 clusters Score -260514.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -260530.875000 Penalty: 2539.811279
	Iteration 13Q: 3 clusters Score -260530.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -260543.593750 Penalty: 2539.811279
	Iteration 14Q: 3 clusters Score -260543.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -260560.046875 Penalty: 2539.811279
	Iteration 15Q: 3 clusters Score -260560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -260578.093750 Penalty: 2539.811279
	Iteration 16Q: 3 clusters Score -260578.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -260588.171875 Penalty: 2539.811279
	Iteration 17Q: 3 clusters Score -260588.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -260592.453125 Penalty: 2539.811279
	Iteration 18Q: 3 clusters Score -260592.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -260595.906250 Penalty: 2539.811279
	Iteration 19Q: 3 clusters Score -260595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -260602.437500 Penalty: 2539.811279
	Iteration 20F: 3 clusters Score -260602.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -260614.312500 Penalty: 2539.811279
	Iteration 21Q: 3 clusters Score -260614.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -260616.140625 Penalty: 2539.811279
	Iteration 22Q: 3 clusters Score -260616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -260617.156250 Penalty: 2539.811279
	Iteration 23Q: 3 clusters Score -260617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -260618.328125 Penalty: 2539.811279
	Iteration 24Q: 3 clusters Score -260618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -260619.531250 Penalty: 2539.811279
	Iteration 25Q: 3 clusters Score -260619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -260620.250000 Penalty: 2539.811279
	Iteration 26Q: 3 clusters Score -260620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -260621.546875 Penalty: 2539.811279
	Iteration 27Q: 3 clusters Score -260621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -260621.656250 Penalty: 2539.811279
	Iteration 28Q: 3 clusters Score -260621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -260621.656250 Penalty: 2539.811279
	Iteration 29F: 3 clusters Score -260621.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -454807.000000 Penalty: 1355.440430
	Iteration 0F: 2 clusters Score -454807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -451327.156250 Penalty: 2710.880859
	Iteration 0F: 3 clusters Score -451327.2 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -452310.437500 Penalty: 2710.880859
	Iteration 1F: 3 clusters Score -452310.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -452597.687500 Penalty: 2710.880859
	Iteration 2F: 3 clusters Score -452597.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -452900.593750 Penalty: 2710.880859
	Iteration 3F: 3 clusters Score -452900.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -453230.375000 Penalty: 2710.880859
	Iteration 4F: 3 clusters Score -453230.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -453604.468750 Penalty: 2710.880859
	Iteration 5F: 3 clusters Score -453604.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -453943.312500 Penalty: 2710.880859
	Iteration 6F: 3 clusters Score -453943.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -454249.531250 Penalty: 2710.880859
	Iteration 7F: 3 clusters Score -454249.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -454500.187500 Penalty: 2710.880859
	Iteration 8Q: 3 clusters Score -454500.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -454646.562500 Penalty: 2710.880859
	Iteration 9Q: 3 clusters Score -454646.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -454711.218750 Penalty: 2710.880859
	Iteration 10Q: 3 clusters Score -454711.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -454750.281250 Penalty: 2710.880859
	Iteration 11Q: 3 clusters Score -454750.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -454762.593750 Penalty: 2710.880859
	Iteration 12Q: 3 clusters Score -454762.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -454768.437500 Penalty: 2710.880859
	Iteration 13Q: 3 clusters Score -454768.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -454772.656250 Penalty: 2710.880859
	Iteration 14Q: 3 clusters Score -454772.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -454773.562500 Penalty: 2710.880859
	Iteration 15Q: 3 clusters Score -454773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -454773.687500 Penalty: 2710.880859
	Iteration 16Q: 3 clusters Score -454773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -454773.906250 Penalty: 2710.880859
	Iteration 17Q: 3 clusters Score -454773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -454774.343750 Penalty: 2710.880859
	Iteration 18Q: 3 clusters Score -454774.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -454775.406250 Penalty: 2710.880859
	Iteration 19Q: 3 clusters Score -454775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -454775.406250 Penalty: 2710.880859
	Iteration 20F: 3 clusters Score -454775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Entering Unmasked Estep 
Score: -1045056.562500 Penalty: 1480.907715
	Iteration 0F: 2 clusters Score -1045057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1038479.937500 Penalty: 2961.815430
	Iteration 0F: 3 clusters Score -1038480 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1040520.375000 Penalty: 2961.815430
	Iteration 1F: 3 clusters Score -1040520 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1040899.750000 Penalty: 2961.815430
	Iteration 2F: 3 clusters Score -1040900 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1041513.625000 Penalty: 2961.815430
	Iteration 3F: 3 clusters Score -1041514 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1042314.312500 Penalty: 2961.815430
	Iteration 4F: 3 clusters Score -1042314 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1043155.062500 Penalty: 2961.815430
	Iteration 5F: 3 clusters Score -1043155 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1043867.687500 Penalty: 2961.815430
	Iteration 6F: 3 clusters Score -1043868 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1044329.687500 Penalty: 2961.815430
	Iteration 7F: 3 clusters Score -1044330 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1044574.500000 Penalty: 2961.815430
	Iteration 8Q: 3 clusters Score -1044574 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1044692.937500 Penalty: 2961.815430
	Iteration 9Q: 3 clusters Score -1044693 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1044745.437500 Penalty: 2961.815430
	Iteration 10Q: 3 clusters Score -1044745 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1044772.687500 Penalty: 2961.815430
	Iteration 11Q: 3 clusters Score -1044773 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1044782.437500 Penalty: 2961.815430
	Iteration 12Q: 3 clusters Score -1044782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1044792.562500 Penalty: 2961.815430
	Iteration 13Q: 3 clusters Score -1044793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1044797.500000 Penalty: 2961.815430
	Iteration 14Q: 3 clusters Score -1044798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1044802.625000 Penalty: 2961.815430
	Iteration 15Q: 3 clusters Score -1044803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1044804.000000 Penalty: 2961.815430
	Iteration 16Q: 3 clusters Score -1044804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1044806.625000 Penalty: 2961.815430
	Iteration 17Q: 3 clusters Score -1044807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1044805.812500 Penalty: 2961.815430
	Iteration 18Q: 3 clusters Score -1044806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1044807.375000 Penalty: 2961.815430
	Iteration 19Q: 3 clusters Score -1044807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1044806.125000 Penalty: 2961.815430
	Iteration 20F: 3 clusters Score -1044806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1044806.000000 Penalty: 2961.815430
	Iteration 21Q: 3 clusters Score -1044806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1044805.312500 Penalty: 2961.815430
	Iteration 22Q: 3 clusters Score -1044805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1044806.750000 Penalty: 2961.815430
	Iteration 23Q: 3 clusters Score -1044807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1044806.750000 Penalty: 2961.815430
	Iteration 24F: 3 clusters Score -1044807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Entering Unmasked Estep 
Score: -1569924.375000 Penalty: 1546.383423
	Iteration 0F: 2 clusters Score -1569924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1560459.875000 Penalty: 3092.766846
	Iteration 0F: 3 clusters Score -1560460 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1563700.875000 Penalty: 3092.766846
	Iteration 1F: 3 clusters Score -1563701 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1563987.625000 Penalty: 3092.766846
	Iteration 2F: 3 clusters Score -1563988 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1564278.000000 Penalty: 3092.766846
	Iteration 3Q: 3 clusters Score -1564278 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1564671.500000 Penalty: 3092.766846
	Iteration 4F: 3 clusters Score -1564672 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1565172.625000 Penalty: 3092.766846
	Iteration 5F: 3 clusters Score -1565173 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1565793.500000 Penalty: 3092.766846
	Iteration 6F: 3 clusters Score -1565794 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1566513.750000 Penalty: 3092.766846
	Iteration 7F: 3 clusters Score -1566514 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1567266.000000 Penalty: 3092.766846
	Iteration 8F: 3 clusters Score -1567266 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1567859.250000 Penalty: 3092.766846
	Iteration 9Q: 3 clusters Score -1567859 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1568218.500000 Penalty: 3092.766846
	Iteration 10Q: 3 clusters Score -1568218 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1568427.250000 Penalty: 3092.766846
	Iteration 11Q: 3 clusters Score -1568427 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1568526.250000 Penalty: 3092.766846
	Iteration 12Q: 3 clusters Score -1568526 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1568575.750000 Penalty: 3092.766846
	Iteration 13Q: 3 clusters Score -1568576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1568613.125000 Penalty: 3092.766846
	Iteration 14Q: 3 clusters Score -1568613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1568642.375000 Penalty: 3092.766846
	Iteration 15Q: 3 clusters Score -1568642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1568658.875000 Penalty: 3092.766846
	Iteration 16Q: 3 clusters Score -1568659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1568670.000000 Penalty: 3092.766846
	Iteration 17Q: 3 clusters Score -1568670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1568682.500000 Penalty: 3092.766846
	Iteration 18Q: 3 clusters Score -1568682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1568688.250000 Penalty: 3092.766846
	Iteration 19Q: 3 clusters Score -1568688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1568688.875000 Penalty: 3092.766846
	Iteration 20F: 3 clusters Score -1568689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1568690.375000 Penalty: 3092.766846
	Iteration 21Q: 3 clusters Score -1568690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1568690.125000 Penalty: 3092.766846
	Iteration 22Q: 3 clusters Score -1568690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1568690.125000 Penalty: 3092.766846
	Iteration 23F: 3 clusters Score -1568690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Entering Unmasked Estep 
Score: -1125180.500000 Penalty: 1494.323364
	Iteration 0F: 2 clusters Score -1125180 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 4976 members 
Entering Unmasked Estep 
Score: -1118119.500000 Penalty: 2988.646729
	Iteration 0F: 3 clusters Score -1118120 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1120320.625000 Penalty: 2988.646729
	Iteration 1F: 3 clusters Score -1120321 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1120480.375000 Penalty: 2988.646729
	Iteration 2Q: 3 clusters Score -1120480 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1120594.125000 Penalty: 2988.646729
	Iteration 3Q: 3 clusters Score -1120594 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1120726.625000 Penalty: 2988.646729
	Iteration 4Q: 3 clusters Score -1120727 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1120893.875000 Penalty: 2988.646729
	Iteration 5Q: 3 clusters Score -1120894 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1121097.125000 Penalty: 2988.646729
	Iteration 6Q: 3 clusters Score -1121097 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1121352.625000 Penalty: 2988.646729
	Iteration 7Q: 3 clusters Score -1121353 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1121702.125000 Penalty: 2988.646729
	Iteration 8F: 3 clusters Score -1121702 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1122176.500000 Penalty: 2988.646729
	Iteration 9F: 3 clusters Score -1122176 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1122659.500000 Penalty: 2988.646729
	Iteration 10F: 3 clusters Score -1122660 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1123048.000000 Penalty: 2988.646729
	Iteration 11Q: 3 clusters Score -1123048 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1123329.125000 Penalty: 2988.646729
	Iteration 12Q: 3 clusters Score -1123329 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1123516.500000 Penalty: 2988.646729
	Iteration 13Q: 3 clusters Score -1123516 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1123633.375000 Penalty: 2988.646729
	Iteration 14Q: 3 clusters Score -1123633 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1123697.250000 Penalty: 2988.646729
	Iteration 15Q: 3 clusters Score -1123697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1123730.875000 Penalty: 2988.646729
	Iteration 16Q: 3 clusters Score -1123731 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1123765.750000 Penalty: 2988.646729
	Iteration 17Q: 3 clusters Score -1123766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1123806.500000 Penalty: 2988.646729
	Iteration 18Q: 3 clusters Score -1123806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1123846.625000 Penalty: 2988.646729
	Iteration 19Q: 3 clusters Score -1123847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1123873.375000 Penalty: 2988.646729
	Iteration 20F: 3 clusters Score -1123873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1123899.000000 Penalty: 2988.646729
	Iteration 21Q: 3 clusters Score -1123899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1123908.875000 Penalty: 2988.646729
	Iteration 22Q: 3 clusters Score -1123909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1123924.500000 Penalty: 2988.646729
	Iteration 23Q: 3 clusters Score -1123924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1123935.625000 Penalty: 2988.646729
	Iteration 24Q: 3 clusters Score -1123936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1123950.000000 Penalty: 2988.646729
	Iteration 25Q: 3 clusters Score -1123950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1123954.125000 Penalty: 2988.646729
	Iteration 26Q: 3 clusters Score -1123954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1123962.250000 Penalty: 2988.646729
	Iteration 27Q: 3 clusters Score -1123962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1123967.125000 Penalty: 2988.646729
	Iteration 28Q: 3 clusters Score -1123967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1123967.375000 Penalty: 2988.646729
	Iteration 29Q: 3 clusters Score -1123967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1123970.875000 Penalty: 2988.646729
	Iteration 30Q: 3 clusters Score -1123971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1123973.125000 Penalty: 2988.646729
	Iteration 31Q: 3 clusters Score -1123973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1123975.750000 Penalty: 2988.646729
	Iteration 32Q: 3 clusters Score -1123976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1123982.500000 Penalty: 2988.646729
	Iteration 33Q: 3 clusters Score -1123982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1123985.750000 Penalty: 2988.646729
	Iteration 34Q: 3 clusters Score -1123986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1123987.000000 Penalty: 2988.646729
	Iteration 35Q: 3 clusters Score -1123987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1123987.000000 Penalty: 2988.646729
	Iteration 36Q: 3 clusters Score -1123987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1123989.625000 Penalty: 2988.646729
	Iteration 37Q: 3 clusters Score -1123990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1123989.625000 Penalty: 2988.646729
	Iteration 38F: 3 clusters Score -1123990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Entering Unmasked Estep 
Score: -5388885.500000 Penalty: 1748.152222
	Iteration 0F: 2 clusters Score -5388886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -5357470.500000 Penalty: 3496.304443
	Iteration 0F: 3 clusters Score -5357470 nChanged 22057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -5369809.500000 Penalty: 3496.304443
	Iteration 1F: 3 clusters Score -5369810 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -5370353.500000 Penalty: 3496.304443
	Iteration 2Q: 3 clusters Score -5370354 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -5371057.500000 Penalty: 3496.304443
	Iteration 3Q: 3 clusters Score -5371058 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -5372115.000000 Penalty: 3496.304443
	Iteration 4Q: 3 clusters Score -5372115 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -5373891.500000 Penalty: 3496.304443
	Iteration 5F: 3 clusters Score -5373892 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -5376448.500000 Penalty: 3496.304443
	Iteration 6F: 3 clusters Score -5376448 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -5379795.500000 Penalty: 3496.304443
	Iteration 7F: 3 clusters Score -5379796 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -5383069.500000 Penalty: 3496.304443
	Iteration 8F: 3 clusters Score -5383070 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -5385411.500000 Penalty: 3496.304443
	Iteration 9F: 3 clusters Score -5385412 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -5386559.500000 Penalty: 3496.304443
	Iteration 10Q: 3 clusters Score -5386560 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -5386973.500000 Penalty: 3496.304443
	Iteration 11Q: 3 clusters Score -5386974 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -5387141.000000 Penalty: 3496.304443
	Iteration 12Q: 3 clusters Score -5387141 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -5387225.000000 Penalty: 3496.304443
	Iteration 13Q: 3 clusters Score -5387225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -5387280.500000 Penalty: 3496.304443
	Iteration 14Q: 3 clusters Score -5387280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -5387310.000000 Penalty: 3496.304443
	Iteration 15Q: 3 clusters Score -5387310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -5387333.500000 Penalty: 3496.304443
	Iteration 16Q: 3 clusters Score -5387334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -5387356.000000 Penalty: 3496.304443
	Iteration 17Q: 3 clusters Score -5387356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -5387371.000000 Penalty: 3496.304443
	Iteration 18Q: 3 clusters Score -5387371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -5387370.500000 Penalty: 3496.304443
	Iteration 19Q: 3 clusters Score -5387370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -5387379.500000 Penalty: 3496.304443
	Iteration 20F: 3 clusters Score -5387380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -5387385.500000 Penalty: 3496.304443
	Iteration 21Q: 3 clusters Score -5387386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -5387390.000000 Penalty: 3496.304443
	Iteration 22Q: 3 clusters Score -5387390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -5387387.500000 Penalty: 3496.304443
	Iteration 23Q: 3 clusters Score -5387388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -5387391.500000 Penalty: 3496.304443
	Iteration 24Q: 3 clusters Score -5387392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -5387395.000000 Penalty: 3496.304443
	Iteration 25Q: 3 clusters Score -5387395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -5387395.500000 Penalty: 3496.304443
	Iteration 26Q: 3 clusters Score -5387396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -5387399.000000 Penalty: 3496.304443
	Iteration 27Q: 3 clusters Score -5387399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -5387399.000000 Penalty: 3496.304443
	Iteration 28Q: 3 clusters Score -5387399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -5387401.500000 Penalty: 3496.304443
	Iteration 29Q: 3 clusters Score -5387402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -5387401.500000 Penalty: 3496.304443
	Iteration 30Q: 3 clusters Score -5387402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -5387409.000000 Penalty: 3496.304443
	Iteration 31Q: 3 clusters Score -5387409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -5387407.000000 Penalty: 3496.304443
	Iteration 32Q: 3 clusters Score -5387407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -5387406.000000 Penalty: 3496.304443
	Iteration 33Q: 3 clusters Score -5387406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -5387408.000000 Penalty: 3496.304443
	Iteration 34Q: 3 clusters Score -5387408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -5387408.000000 Penalty: 3496.304443
	Iteration 35F: 3 clusters Score -5387408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (148669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148669 members 
Entering Unmasked Estep 
Score: -16791178.000000 Penalty: 1935.290039
	Iteration 0F: 2 clusters Score -1.679118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74452 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -16692835.000000 Penalty: 3870.580078
	Iteration 0F: 3 clusters Score -1.669284e+07 nChanged 71559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
Score: -16736073.000000 Penalty: 3870.580078
	Iteration 1F: 3 clusters Score -1.673607e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 72457 members 
Entering Unmasked Estep 
Score: -16737829.000000 Penalty: 3870.580078
	Iteration 2Q: 3 clusters Score -1.673783e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -16740143.000000 Penalty: 3870.580078
	Iteration 3Q: 3 clusters Score -1.674014e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -16743399.000000 Penalty: 3870.580078
	Iteration 4Q: 3 clusters Score -1.67434e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 69624 members 
Entering Unmasked Estep 
Score: -16748291.000000 Penalty: 3870.580078
	Iteration 5F: 3 clusters Score -1.674829e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80602 members 
Mstep: Class 2 contains 68067 members 
Entering Unmasked Estep 
Score: -16754568.000000 Penalty: 3870.580078
	Iteration 6F: 3 clusters Score -1.675457e+07 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
Score: -16761400.000000 Penalty: 3870.580078
	Iteration 7F: 3 clusters Score -1.67614e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83666 members 
Mstep: Class 2 contains 65003 members 
Entering Unmasked Estep 
Score: -16766243.000000 Penalty: 3870.580078
	Iteration 8F: 3 clusters Score -1.676624e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -16768256.000000 Penalty: 3870.580078
	Iteration 9Q: 3 clusters Score -1.676826e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 62829 members 
Entering Unmasked Estep 
Score: -16769189.000000 Penalty: 3870.580078
	Iteration 10Q: 3 clusters Score -1.676919e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86891 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -16769550.000000 Penalty: 3870.580078
	Iteration 11Q: 3 clusters Score -1.676955e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88020 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -16769809.000000 Penalty: 3870.580078
	Iteration 12Q: 3 clusters Score -1.676981e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -16770275.000000 Penalty: 3870.580078
	Iteration 13Q: 3 clusters Score -1.677028e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90727 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -16770586.000000 Penalty: 3870.580078
	Iteration 14Q: 3 clusters Score -1.677059e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -16771007.000000 Penalty: 3870.580078
	Iteration 15Q: 3 clusters Score -1.677101e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -16771432.000000 Penalty: 3870.580078
	Iteration 16Q: 3 clusters Score -1.677143e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95542 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -16771957.000000 Penalty: 3870.580078
	Iteration 17Q: 3 clusters Score -1.677196e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97353 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -16772602.000000 Penalty: 3870.580078
	Iteration 18Q: 3 clusters Score -1.67726e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99299 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -16773199.000000 Penalty: 3870.580078
	Iteration 19Q: 3 clusters Score -1.67732e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -16773883.000000 Penalty: 3870.580078
	Iteration 20F: 3 clusters Score -1.677388e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103500 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -16774573.000000 Penalty: 3870.580078
	Iteration 21Q: 3 clusters Score -1.677457e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105799 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -16775273.000000 Penalty: 3870.580078
	Iteration 22Q: 3 clusters Score -1.677527e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108206 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -16776087.000000 Penalty: 3870.580078
	Iteration 23Q: 3 clusters Score -1.677609e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110696 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -16777142.000000 Penalty: 3870.580078
	Iteration 24Q: 3 clusters Score -1.677714e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113223 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -16778148.000000 Penalty: 3870.580078
	Iteration 25Q: 3 clusters Score -1.677815e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115767 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -16779136.000000 Penalty: 3870.580078
	Iteration 26Q: 3 clusters Score -1.677914e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118331 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -16780296.000000 Penalty: 3870.580078
	Iteration 27Q: 3 clusters Score -1.67803e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120944 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -16781586.000000 Penalty: 3870.580078
	Iteration 28Q: 3 clusters Score -1.678159e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -16782674.000000 Penalty: 3870.580078
	Iteration 29Q: 3 clusters Score -1.678267e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125883 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -16783934.000000 Penalty: 3870.580078
	Iteration 30Q: 3 clusters Score -1.678393e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128198 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -16785168.000000 Penalty: 3870.580078
	Iteration 31Q: 3 clusters Score -1.678517e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130398 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -16786242.000000 Penalty: 3870.580078
	Iteration 32Q: 3 clusters Score -1.678624e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132435 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -16787192.000000 Penalty: 3870.580078
	Iteration 33Q: 3 clusters Score -1.678719e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134244 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -16787954.000000 Penalty: 3870.580078
	Iteration 34Q: 3 clusters Score -1.678795e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135866 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -16788644.000000 Penalty: 3870.580078
	Iteration 35Q: 3 clusters Score -1.678864e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137265 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -16789148.000000 Penalty: 3870.580078
	Iteration 36Q: 3 clusters Score -1.678915e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138549 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -16789560.000000 Penalty: 3870.580078
	Iteration 37Q: 3 clusters Score -1.678956e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139655 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -16789818.000000 Penalty: 3870.580078
	Iteration 38Q: 3 clusters Score -1.678982e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140562 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -16790050.000000 Penalty: 3870.580078
	Iteration 39Q: 3 clusters Score -1.679005e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141307 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -16790282.000000 Penalty: 3870.580078
	Iteration 40F: 3 clusters Score -1.679028e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141988 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -16790512.000000 Penalty: 3870.580078
	Iteration 41Q: 3 clusters Score -1.679051e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142565 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -16790656.000000 Penalty: 3870.580078
	Iteration 42Q: 3 clusters Score -1.679066e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143073 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -16790738.000000 Penalty: 3870.580078
	Iteration 43Q: 3 clusters Score -1.679074e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143501 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -16790806.000000 Penalty: 3870.580078
	Iteration 44Q: 3 clusters Score -1.679081e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143883 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -16790892.000000 Penalty: 3870.580078
	Iteration 45Q: 3 clusters Score -1.679089e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144186 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -16790974.000000 Penalty: 3870.580078
	Iteration 46Q: 3 clusters Score -1.679097e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144456 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -16790976.000000 Penalty: 3870.580078
	Iteration 47Q: 3 clusters Score -1.679098e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144663 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -16790990.000000 Penalty: 3870.580078
	Iteration 48Q: 3 clusters Score -1.679099e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144839 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -16790988.000000 Penalty: 3870.580078
	Iteration 49Q: 3 clusters Score -1.679099e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144991 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -16791016.000000 Penalty: 3870.580078
	Iteration 50Q: 3 clusters Score -1.679102e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145140 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -16791052.000000 Penalty: 3870.580078
	Iteration 51Q: 3 clusters Score -1.679105e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145289 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -16791054.000000 Penalty: 3870.580078
	Iteration 52Q: 3 clusters Score -1.679105e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145406 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -16791088.000000 Penalty: 3870.580078
	Iteration 53Q: 3 clusters Score -1.679109e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145501 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -16791138.000000 Penalty: 3870.580078
	Iteration 54Q: 3 clusters Score -1.679114e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145582 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -16791140.000000 Penalty: 3870.580078
	Iteration 55Q: 3 clusters Score -1.679114e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145661 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -16791172.000000 Penalty: 3870.580078
	Iteration 56Q: 3 clusters Score -1.679117e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145724 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -16791166.000000 Penalty: 3870.580078
	Iteration 57Q: 3 clusters Score -1.679117e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145786 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -16791154.000000 Penalty: 3870.580078
	Iteration 58Q: 3 clusters Score -1.679115e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145835 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -16791174.000000 Penalty: 3870.580078
	Iteration 59Q: 3 clusters Score -1.679117e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145875 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -16791190.000000 Penalty: 3870.580078
	Iteration 60F: 3 clusters Score -1.679119e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145903 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -16791180.000000 Penalty: 3870.580078
	Iteration 61Q: 3 clusters Score -1.679118e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145939 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -16791212.000000 Penalty: 3870.580078
	Iteration 62Q: 3 clusters Score -1.679121e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145972 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -16791232.000000 Penalty: 3870.580078
	Iteration 63Q: 3 clusters Score -1.679123e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145997 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -16791244.000000 Penalty: 3870.580078
	Iteration 64Q: 3 clusters Score -1.679124e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146004 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -16791272.000000 Penalty: 3870.580078
	Iteration 65Q: 3 clusters Score -1.679127e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145998 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -16791282.000000 Penalty: 3870.580078
	Iteration 66Q: 3 clusters Score -1.679128e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145988 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -16791286.000000 Penalty: 3870.580078
	Iteration 67Q: 3 clusters Score -1.679129e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145976 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -16791288.000000 Penalty: 3870.580078
	Iteration 68Q: 3 clusters Score -1.679129e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145953 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -16791292.000000 Penalty: 3870.580078
	Iteration 69Q: 3 clusters Score -1.679129e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145928 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -16791300.000000 Penalty: 3870.580078
	Iteration 70Q: 3 clusters Score -1.67913e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145907 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -16791306.000000 Penalty: 3870.580078
	Iteration 71Q: 3 clusters Score -1.679131e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145880 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -16791286.000000 Penalty: 3870.580078
	Iteration 72Q: 3 clusters Score -1.679129e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145850 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -16791276.000000 Penalty: 3870.580078
	Iteration 73Q: 3 clusters Score -1.679128e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145820 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -16791268.000000 Penalty: 3870.580078
	Iteration 74Q: 3 clusters Score -1.679127e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145802 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -16791304.000000 Penalty: 3870.580078
	Iteration 75Q: 3 clusters Score -1.67913e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145779 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -16791298.000000 Penalty: 3870.580078
	Iteration 76Q: 3 clusters Score -1.67913e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145759 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -16791314.000000 Penalty: 3870.580078
	Iteration 77Q: 3 clusters Score -1.679131e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145740 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -16791302.000000 Penalty: 3870.580078
	Iteration 78Q: 3 clusters Score -1.67913e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145718 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -16791308.000000 Penalty: 3870.580078
	Iteration 79Q: 3 clusters Score -1.679131e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145697 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -16791342.000000 Penalty: 3870.580078
	Iteration 80F: 3 clusters Score -1.679134e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145681 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -16791330.000000 Penalty: 3870.580078
	Iteration 81Q: 3 clusters Score -1.679133e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145677 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -16791358.000000 Penalty: 3870.580078
	Iteration 82Q: 3 clusters Score -1.679136e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145660 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -16791352.000000 Penalty: 3870.580078
	Iteration 83Q: 3 clusters Score -1.679135e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145641 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -16791378.000000 Penalty: 3870.580078
	Iteration 84Q: 3 clusters Score -1.679138e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145632 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -16791374.000000 Penalty: 3870.580078
	Iteration 85Q: 3 clusters Score -1.679137e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145616 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -16791378.000000 Penalty: 3870.580078
	Iteration 86Q: 3 clusters Score -1.679138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145602 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -16791394.000000 Penalty: 3870.580078
	Iteration 87Q: 3 clusters Score -1.679139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145590 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -16791404.000000 Penalty: 3870.580078
	Iteration 88Q: 3 clusters Score -1.67914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145584 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -16791406.000000 Penalty: 3870.580078
	Iteration 89Q: 3 clusters Score -1.679141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -16791404.000000 Penalty: 3870.580078
	Iteration 90Q: 3 clusters Score -1.67914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145575 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -16791424.000000 Penalty: 3870.580078
	Iteration 91Q: 3 clusters Score -1.679142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145572 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -16791426.000000 Penalty: 3870.580078
	Iteration 92Q: 3 clusters Score -1.679143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145570 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -16791416.000000 Penalty: 3870.580078
	Iteration 93Q: 3 clusters Score -1.679142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145568 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -16791424.000000 Penalty: 3870.580078
	Iteration 94Q: 3 clusters Score -1.679142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145560 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -16791402.000000 Penalty: 3870.580078
	Iteration 95Q: 3 clusters Score -1.67914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145557 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -16791410.000000 Penalty: 3870.580078
	Iteration 96Q: 3 clusters Score -1.679141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145550 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -16791416.000000 Penalty: 3870.580078
	Iteration 97Q: 3 clusters Score -1.679142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145545 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -16791418.000000 Penalty: 3870.580078
	Iteration 98Q: 3 clusters Score -1.679142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145538 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -16791414.000000 Penalty: 3870.580078
	Iteration 99Q: 3 clusters Score -1.679141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145535 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -16791412.000000 Penalty: 3870.580078
	Iteration 100F: 3 clusters Score -1.679141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145531 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -16791422.000000 Penalty: 3870.580078
	Iteration 101Q: 3 clusters Score -1.679142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145529 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -16791420.000000 Penalty: 3870.580078
	Iteration 102Q: 3 clusters Score -1.679142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145522 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -16791422.000000 Penalty: 3870.580078
	Iteration 103Q: 3 clusters Score -1.679142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145516 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -16791414.000000 Penalty: 3870.580078
	Iteration 104Q: 3 clusters Score -1.679141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145517 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -16791414.000000 Penalty: 3870.580078
	Iteration 105Q: 3 clusters Score -1.679141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145519 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -16791424.000000 Penalty: 3870.580078
	Iteration 106Q: 3 clusters Score -1.679142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145518 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -16791422.000000 Penalty: 3870.580078
	Iteration 107Q: 3 clusters Score -1.679142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145518 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -16791422.000000 Penalty: 3870.580078
	Iteration 108F: 3 clusters Score -1.679142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9075 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 145518 members 
Mstep: Class 8 contains 38786 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15284 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 90703 members 
Mstep: Class 13 contains 56288 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15653 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147551 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 89886 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 59173 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 98655 members 
Mstep: Class 24 contains 34340 members 
Mstep: Class 25 contains 3151 members 
Entering Unmasked Estep 
Score: -102104944.000000 Penalty: 55745.789062
Splitting cluster 7 changes total score from -102105000.000000 to -102104944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (38786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Entering Unmasked Estep 
Score: -4284779.000000 Penalty: 1716.944946
	Iteration 0F: 2 clusters Score -4284779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -4258580.500000 Penalty: 3433.889893
	Iteration 0F: 3 clusters Score -4258580 nChanged 18285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4268870.500000 Penalty: 3433.889893
	Iteration 1F: 3 clusters Score -4268870 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4269540.000000 Penalty: 3433.889893
	Iteration 2Q: 3 clusters Score -4269540 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -4270382.500000 Penalty: 3433.889893
	Iteration 3Q: 3 clusters Score -4270382 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -4271431.500000 Penalty: 3433.889893
	Iteration 4F: 3 clusters Score -4271432 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -4272780.000000 Penalty: 3433.889893
	Iteration 5F: 3 clusters Score -4272780 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -4274322.500000 Penalty: 3433.889893
	Iteration 6F: 3 clusters Score -4274322 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -4275866.500000 Penalty: 3433.889893
	Iteration 7F: 3 clusters Score -4275866 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -4277183.000000 Penalty: 3433.889893
	Iteration 8F: 3 clusters Score -4277183 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -4278092.500000 Penalty: 3433.889893
	Iteration 9Q: 3 clusters Score -4278092 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -4278665.500000 Penalty: 3433.889893
	Iteration 10Q: 3 clusters Score -4278666 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -4278988.500000 Penalty: 3433.889893
	Iteration 11Q: 3 clusters Score -4278988 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -4279246.000000 Penalty: 3433.889893
	Iteration 12Q: 3 clusters Score -4279246 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -4279468.000000 Penalty: 3433.889893
	Iteration 13Q: 3 clusters Score -4279468 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -4279675.000000 Penalty: 3433.889893
	Iteration 14Q: 3 clusters Score -4279675 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -4279928.500000 Penalty: 3433.889893
	Iteration 15Q: 3 clusters Score -4279928 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -4280230.500000 Penalty: 3433.889893
	Iteration 16Q: 3 clusters Score -4280230 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4280759.000000 Penalty: 3433.889893
	Iteration 17Q: 3 clusters Score -4280759 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -4281908.500000 Penalty: 3433.889893
	Iteration 18Q: 3 clusters Score -4281908 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -4283061.000000 Penalty: 3433.889893
	Iteration 19Q: 3 clusters Score -4283061 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -4283243.000000 Penalty: 3433.889893
	Iteration 20F: 3 clusters Score -4283243 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -4283312.500000 Penalty: 3433.889893
	Iteration 21Q: 3 clusters Score -4283312 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -4283356.000000 Penalty: 3433.889893
	Iteration 22Q: 3 clusters Score -4283356 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -4283392.000000 Penalty: 3433.889893
	Iteration 23Q: 3 clusters Score -4283392 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -4283421.000000 Penalty: 3433.889893
	Iteration 24Q: 3 clusters Score -4283421 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -4283440.000000 Penalty: 3433.889893
	Iteration 25Q: 3 clusters Score -4283440 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -4283452.000000 Penalty: 3433.889893
	Iteration 26Q: 3 clusters Score -4283452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -4283473.000000 Penalty: 3433.889893
	Iteration 27Q: 3 clusters Score -4283473 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -4283491.500000 Penalty: 3433.889893
	Iteration 28Q: 3 clusters Score -4283492 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -4283510.500000 Penalty: 3433.889893
	Iteration 29Q: 3 clusters Score -4283510 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4283525.500000 Penalty: 3433.889893
	Iteration 30Q: 3 clusters Score -4283526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -4283537.000000 Penalty: 3433.889893
	Iteration 31Q: 3 clusters Score -4283537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -4283555.000000 Penalty: 3433.889893
	Iteration 32Q: 3 clusters Score -4283555 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -4283562.000000 Penalty: 3433.889893
	Iteration 33Q: 3 clusters Score -4283562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -4283566.500000 Penalty: 3433.889893
	Iteration 34Q: 3 clusters Score -4283566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -4283570.500000 Penalty: 3433.889893
	Iteration 35Q: 3 clusters Score -4283570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -4283574.000000 Penalty: 3433.889893
	Iteration 36Q: 3 clusters Score -4283574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -4283585.500000 Penalty: 3433.889893
	Iteration 37Q: 3 clusters Score -4283586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4283594.500000 Penalty: 3433.889893
	Iteration 38Q: 3 clusters Score -4283594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -4283605.000000 Penalty: 3433.889893
	Iteration 39Q: 3 clusters Score -4283605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -4283606.500000 Penalty: 3433.889893
	Iteration 40F: 3 clusters Score -4283606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -4283600.000000 Penalty: 3433.889893
	Iteration 41Q: 3 clusters Score -4283600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -4283609.500000 Penalty: 3433.889893
	Iteration 42Q: 3 clusters Score -4283610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -4283607.000000 Penalty: 3433.889893
	Iteration 43Q: 3 clusters Score -4283607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -4283614.500000 Penalty: 3433.889893
	Iteration 44Q: 3 clusters Score -4283614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -4283607.000000 Penalty: 3433.889893
	Iteration 45Q: 3 clusters Score -4283607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -4283614.000000 Penalty: 3433.889893
	Iteration 46Q: 3 clusters Score -4283614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -4283615.500000 Penalty: 3433.889893
	Iteration 47Q: 3 clusters Score -4283616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -4283620.500000 Penalty: 3433.889893
	Iteration 48Q: 3 clusters Score -4283620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -4283617.500000 Penalty: 3433.889893
	Iteration 49Q: 3 clusters Score -4283618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -4283617.000000 Penalty: 3433.889893
	Iteration 50Q: 3 clusters Score -4283617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -4283612.500000 Penalty: 3433.889893
	Iteration 51Q: 3 clusters Score -4283612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -4283615.000000 Penalty: 3433.889893
	Iteration 52Q: 3 clusters Score -4283615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -4283613.000000 Penalty: 3433.889893
	Iteration 53Q: 3 clusters Score -4283613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -4283613.500000 Penalty: 3433.889893
	Iteration 54Q: 3 clusters Score -4283614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -4283614.000000 Penalty: 3433.889893
	Iteration 55Q: 3 clusters Score -4283614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -4283614.000000 Penalty: 3433.889893
	Iteration 56F: 3 clusters Score -4283614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -91215.101562 Penalty: 1106.289429
	Iteration 0F: 2 clusters Score -91215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -89941.304688 Penalty: 2212.578857
	Iteration 0F: 3 clusters Score -89941.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90354.703125 Penalty: 2212.578857
	Iteration 1F: 3 clusters Score -90354.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90510.054688 Penalty: 2212.578857
	Iteration 2F: 3 clusters Score -90510.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90595.390625 Penalty: 2212.578857
	Iteration 3F: 3 clusters Score -90595.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90645.687500 Penalty: 2212.578857
	Iteration 4Q: 3 clusters Score -90645.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -90690.843750 Penalty: 2212.578857
	Iteration 5Q: 3 clusters Score -90690.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -90727.203125 Penalty: 2212.578857
	Iteration 6Q: 3 clusters Score -90727.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -90733.460938 Penalty: 2212.578857
	Iteration 7Q: 3 clusters Score -90733.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -90736.453125 Penalty: 2212.578857
	Iteration 8Q: 3 clusters Score -90736.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -90737.734375 Penalty: 2212.578857
	Iteration 9Q: 3 clusters Score -90737.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -90737.734375 Penalty: 2212.578857
	Iteration 10F: 3 clusters Score -90737.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Entering Unmasked Estep 
Score: -1695622.000000 Penalty: 1565.616211
	Iteration 0F: 2 clusters Score -1695622 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 7569 members 
Entering Unmasked Estep 
Score: -1685076.000000 Penalty: 3131.232422
	Iteration 0F: 3 clusters Score -1685076 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1688576.125000 Penalty: 3131.232422
	Iteration 1F: 3 clusters Score -1688576 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1688781.375000 Penalty: 3131.232422
	Iteration 2Q: 3 clusters Score -1688781 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1688966.375000 Penalty: 3131.232422
	Iteration 3Q: 3 clusters Score -1688966 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1689146.000000 Penalty: 3131.232422
	Iteration 4Q: 3 clusters Score -1689146 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1689357.625000 Penalty: 3131.232422
	Iteration 5Q: 3 clusters Score -1689358 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1689643.125000 Penalty: 3131.232422
	Iteration 6Q: 3 clusters Score -1689643 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1690066.500000 Penalty: 3131.232422
	Iteration 7Q: 3 clusters Score -1690066 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1690700.875000 Penalty: 3131.232422
	Iteration 8F: 3 clusters Score -1690701 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1691595.375000 Penalty: 3131.232422
	Iteration 9F: 3 clusters Score -1691595 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1692585.125000 Penalty: 3131.232422
	Iteration 10F: 3 clusters Score -1692585 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1693342.750000 Penalty: 3131.232422
	Iteration 11F: 3 clusters Score -1693343 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1693810.750000 Penalty: 3131.232422
	Iteration 12Q: 3 clusters Score -1693811 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1694065.500000 Penalty: 3131.232422
	Iteration 13Q: 3 clusters Score -1694066 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1694157.750000 Penalty: 3131.232422
	Iteration 14Q: 3 clusters Score -1694158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1694225.750000 Penalty: 3131.232422
	Iteration 15Q: 3 clusters Score -1694226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1694242.125000 Penalty: 3131.232422
	Iteration 16Q: 3 clusters Score -1694242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1694246.375000 Penalty: 3131.232422
	Iteration 17Q: 3 clusters Score -1694246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1694253.000000 Penalty: 3131.232422
	Iteration 18Q: 3 clusters Score -1694253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1694257.125000 Penalty: 3131.232422
	Iteration 19Q: 3 clusters Score -1694257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1694271.625000 Penalty: 3131.232422
	Iteration 20F: 3 clusters Score -1694272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1694283.125000 Penalty: 3131.232422
	Iteration 21Q: 3 clusters Score -1694283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -1694287.000000 Penalty: 3131.232422
	Iteration 22Q: 3 clusters Score -1694287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1694295.875000 Penalty: 3131.232422
	Iteration 23Q: 3 clusters Score -1694296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1694299.250000 Penalty: 3131.232422
	Iteration 24Q: 3 clusters Score -1694299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1694304.500000 Penalty: 3131.232422
	Iteration 25Q: 3 clusters Score -1694304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1694309.375000 Penalty: 3131.232422
	Iteration 26Q: 3 clusters Score -1694309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1694313.875000 Penalty: 3131.232422
	Iteration 27Q: 3 clusters Score -1694314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1694313.875000 Penalty: 3131.232422
	Iteration 28F: 3 clusters Score -1694314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Entering Unmasked Estep 
Score: -431644.187500 Penalty: 1335.859253
	Iteration 0F: 2 clusters Score -431644.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -428446.625000 Penalty: 2671.718506
	Iteration 0F: 3 clusters Score -428446.6 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -429231.718750 Penalty: 2671.718506
	Iteration 1F: 3 clusters Score -429231.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -429385.312500 Penalty: 2671.718506
	Iteration 2F: 3 clusters Score -429385.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -429498.187500 Penalty: 2671.718506
	Iteration 3F: 3 clusters Score -429498.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -429583.781250 Penalty: 2671.718506
	Iteration 4Q: 3 clusters Score -429583.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -429658.843750 Penalty: 2671.718506
	Iteration 5Q: 3 clusters Score -429658.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -429734.562500 Penalty: 2671.718506
	Iteration 6Q: 3 clusters Score -429734.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -429805.843750 Penalty: 2671.718506
	Iteration 7Q: 3 clusters Score -429805.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -429880.562500 Penalty: 2671.718506
	Iteration 8Q: 3 clusters Score -429880.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -429979.312500 Penalty: 2671.718506
	Iteration 9Q: 3 clusters Score -429979.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -430092.218750 Penalty: 2671.718506
	Iteration 10Q: 3 clusters Score -430092.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -430212.093750 Penalty: 2671.718506
	Iteration 11Q: 3 clusters Score -430212.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -430309.343750 Penalty: 2671.718506
	Iteration 12Q: 3 clusters Score -430309.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -430386.906250 Penalty: 2671.718506
	Iteration 13Q: 3 clusters Score -430386.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -430434.562500 Penalty: 2671.718506
	Iteration 14Q: 3 clusters Score -430434.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -430467.406250 Penalty: 2671.718506
	Iteration 15Q: 3 clusters Score -430467.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -430495.718750 Penalty: 2671.718506
	Iteration 16Q: 3 clusters Score -430495.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -430511.187500 Penalty: 2671.718506
	Iteration 17Q: 3 clusters Score -430511.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -430521.937500 Penalty: 2671.718506
	Iteration 18Q: 3 clusters Score -430521.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -430531.343750 Penalty: 2671.718506
	Iteration 19Q: 3 clusters Score -430531.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -430538.218750 Penalty: 2671.718506
	Iteration 20F: 3 clusters Score -430538.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -430547.093750 Penalty: 2671.718506
	Iteration 21Q: 3 clusters Score -430547.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -430554.093750 Penalty: 2671.718506
	Iteration 22Q: 3 clusters Score -430554.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -430560.687500 Penalty: 2671.718506
	Iteration 23Q: 3 clusters Score -430560.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -430563.843750 Penalty: 2671.718506
	Iteration 24Q: 3 clusters Score -430563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -430565.281250 Penalty: 2671.718506
	Iteration 25Q: 3 clusters Score -430565.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -430565.968750 Penalty: 2671.718506
	Iteration 26Q: 3 clusters Score -430566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -430565.968750 Penalty: 2671.718506
	Iteration 27F: 3 clusters Score -430566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (90703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Entering Unmasked Estep 
Score: -10468780.000000 Penalty: 1854.993774
	Iteration 0F: 2 clusters Score -1.046878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -10409505.000000 Penalty: 3709.987549
	Iteration 0F: 3 clusters Score -1.04095e+07 nChanged 43312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -10434727.000000 Penalty: 3709.987549
	Iteration 1F: 3 clusters Score -1.043473e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -10435777.000000 Penalty: 3709.987549
	Iteration 2Q: 3 clusters Score -1.043578e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -10437461.000000 Penalty: 3709.987549
	Iteration 3Q: 3 clusters Score -1.043746e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -10440458.000000 Penalty: 3709.987549
	Iteration 4F: 3 clusters Score -1.044046e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -10445289.000000 Penalty: 3709.987549
	Iteration 5F: 3 clusters Score -1.044529e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -10452045.000000 Penalty: 3709.987549
	Iteration 6F: 3 clusters Score -1.045204e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -10459067.000000 Penalty: 3709.987549
	Iteration 7F: 3 clusters Score -1.045907e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -10463852.000000 Penalty: 3709.987549
	Iteration 8F: 3 clusters Score -1.046385e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -10465931.000000 Penalty: 3709.987549
	Iteration 9Q: 3 clusters Score -1.046593e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89646 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10466686.000000 Penalty: 3709.987549
	Iteration 10Q: 3 clusters Score -1.046669e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10467073.000000 Penalty: 3709.987549
	Iteration 11Q: 3 clusters Score -1.046707e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90066 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10467242.000000 Penalty: 3709.987549
	Iteration 12Q: 3 clusters Score -1.046724e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90101 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10467339.000000 Penalty: 3709.987549
	Iteration 13Q: 3 clusters Score -1.046734e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10467450.000000 Penalty: 3709.987549
	Iteration 14Q: 3 clusters Score -1.046745e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10467504.000000 Penalty: 3709.987549
	Iteration 15Q: 3 clusters Score -1.04675e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90117 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10467533.000000 Penalty: 3709.987549
	Iteration 16Q: 3 clusters Score -1.046753e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10467554.000000 Penalty: 3709.987549
	Iteration 17Q: 3 clusters Score -1.046755e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10467575.000000 Penalty: 3709.987549
	Iteration 18Q: 3 clusters Score -1.046758e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90123 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10467591.000000 Penalty: 3709.987549
	Iteration 19Q: 3 clusters Score -1.046759e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90119 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10467597.000000 Penalty: 3709.987549
	Iteration 20F: 3 clusters Score -1.04676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10467601.000000 Penalty: 3709.987549
	Iteration 21Q: 3 clusters Score -1.04676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10467621.000000 Penalty: 3709.987549
	Iteration 22Q: 3 clusters Score -1.046762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90103 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10467610.000000 Penalty: 3709.987549
	Iteration 23Q: 3 clusters Score -1.046761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90100 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10467607.000000 Penalty: 3709.987549
	Iteration 24Q: 3 clusters Score -1.046761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10467612.000000 Penalty: 3709.987549
	Iteration 25Q: 3 clusters Score -1.046761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90092 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10467617.000000 Penalty: 3709.987549
	Iteration 26Q: 3 clusters Score -1.046762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90089 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10467631.000000 Penalty: 3709.987549
	Iteration 27Q: 3 clusters Score -1.046763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90088 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10467631.000000 Penalty: 3709.987549
	Iteration 28Q: 3 clusters Score -1.046763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90087 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10467646.000000 Penalty: 3709.987549
	Iteration 29Q: 3 clusters Score -1.046765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90082 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10467643.000000 Penalty: 3709.987549
	Iteration 30Q: 3 clusters Score -1.046764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10467643.000000 Penalty: 3709.987549
	Iteration 31Q: 3 clusters Score -1.046764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10467637.000000 Penalty: 3709.987549
	Iteration 32Q: 3 clusters Score -1.046764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90075 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10467640.000000 Penalty: 3709.987549
	Iteration 33Q: 3 clusters Score -1.046764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90073 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10467641.000000 Penalty: 3709.987549
	Iteration 34Q: 3 clusters Score -1.046764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90073 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10467641.000000 Penalty: 3709.987549
	Iteration 35F: 3 clusters Score -1.046764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Entering Unmasked Estep 
Score: -6528593.000000 Penalty: 1777.463379
	Iteration 0F: 2 clusters Score -6528593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -6490811.000000 Penalty: 3554.926758
	Iteration 0F: 3 clusters Score -6490811 nChanged 26666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -6505846.500000 Penalty: 3554.926758
	Iteration 1F: 3 clusters Score -6505846 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -6506236.500000 Penalty: 3554.926758
	Iteration 2Q: 3 clusters Score -6506236 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -6506615.500000 Penalty: 3554.926758
	Iteration 3Q: 3 clusters Score -6506616 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -6507014.000000 Penalty: 3554.926758
	Iteration 4Q: 3 clusters Score -6507014 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -6507483.500000 Penalty: 3554.926758
	Iteration 5Q: 3 clusters Score -6507484 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -6507987.000000 Penalty: 3554.926758
	Iteration 6Q: 3 clusters Score -6507987 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -6508728.500000 Penalty: 3554.926758
	Iteration 7Q: 3 clusters Score -6508728 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -6509932.500000 Penalty: 3554.926758
	Iteration 8Q: 3 clusters Score -6509932 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -6511815.500000 Penalty: 3554.926758
	Iteration 9F: 3 clusters Score -6511816 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -6514632.000000 Penalty: 3554.926758
	Iteration 10F: 3 clusters Score -6514632 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -6518044.500000 Penalty: 3554.926758
	Iteration 11F: 3 clusters Score -6518044 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -6521275.000000 Penalty: 3554.926758
	Iteration 12F: 3 clusters Score -6521275 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -6523802.000000 Penalty: 3554.926758
	Iteration 13Q: 3 clusters Score -6523802 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6525462.500000 Penalty: 3554.926758
	Iteration 14Q: 3 clusters Score -6525462 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6526318.500000 Penalty: 3554.926758
	Iteration 15Q: 3 clusters Score -6526318 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6526680.000000 Penalty: 3554.926758
	Iteration 16Q: 3 clusters Score -6526680 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6526830.500000 Penalty: 3554.926758
	Iteration 17Q: 3 clusters Score -6526830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6526913.500000 Penalty: 3554.926758
	Iteration 18Q: 3 clusters Score -6526914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6526970.500000 Penalty: 3554.926758
	Iteration 19Q: 3 clusters Score -6526970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6526994.500000 Penalty: 3554.926758
	Iteration 20F: 3 clusters Score -6526994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6527003.000000 Penalty: 3554.926758
	Iteration 21Q: 3 clusters Score -6527003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6527015.500000 Penalty: 3554.926758
	Iteration 22Q: 3 clusters Score -6527016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6527017.500000 Penalty: 3554.926758
	Iteration 23Q: 3 clusters Score -6527018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6527026.000000 Penalty: 3554.926758
	Iteration 24Q: 3 clusters Score -6527026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6527024.500000 Penalty: 3554.926758
	Iteration 25Q: 3 clusters Score -6527024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6527023.000000 Penalty: 3554.926758
	Iteration 26Q: 3 clusters Score -6527023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6527022.500000 Penalty: 3554.926758
	Iteration 27Q: 3 clusters Score -6527022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6527022.500000 Penalty: 3554.926758
	Iteration 28F: 3 clusters Score -6527022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -43604.417969 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -43604.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42619.015625 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -42619.02 nChanged 102
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: -42802.152344 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -42802.15 nChanged 40
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: -42906.136719 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -42906.14 nChanged 33
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: -42982.636719 Penalty: 1974.487427
	Iteration 3F: 3 clusters Score -42982.64 nChanged 20
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: -43045.437500 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -43045.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43091.511719 Penalty: 1974.487427
	Iteration 5Q: 3 clusters Score -43091.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43108.078125 Penalty: 1974.487427
	Iteration 6Q: 3 clusters Score -43108.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43122.542969 Penalty: 1974.487427
	Iteration 7Q: 3 clusters Score -43122.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43129.746094 Penalty: 1974.487427
	Iteration 8Q: 3 clusters Score -43129.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43134.832031 Penalty: 1974.487427
	Iteration 9Q: 3 clusters Score -43134.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43134.832031 Penalty: 1974.487427
	Iteration 10F: 3 clusters Score -43134.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Entering Unmasked Estep 
Score: -1812850.625000 Penalty: 1569.492920
	Iteration 0F: 2 clusters Score -1812851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1802005.250000 Penalty: 3138.985840
	Iteration 0F: 3 clusters Score -1802005 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1805647.500000 Penalty: 3138.985840
	Iteration 1F: 3 clusters Score -1805648 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1805891.125000 Penalty: 3138.985840
	Iteration 2Q: 3 clusters Score -1805891 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1806107.875000 Penalty: 3138.985840
	Iteration 3Q: 3 clusters Score -1806108 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1806329.125000 Penalty: 3138.985840
	Iteration 4Q: 3 clusters Score -1806329 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1806550.625000 Penalty: 3138.985840
	Iteration 5Q: 3 clusters Score -1806551 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1806802.250000 Penalty: 3138.985840
	Iteration 6Q: 3 clusters Score -1806802 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1807147.250000 Penalty: 3138.985840
	Iteration 7Q: 3 clusters Score -1807147 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1807606.750000 Penalty: 3138.985840
	Iteration 8Q: 3 clusters Score -1807607 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1808185.250000 Penalty: 3138.985840
	Iteration 9F: 3 clusters Score -1808185 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1808858.250000 Penalty: 3138.985840
	Iteration 10F: 3 clusters Score -1808858 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1809563.375000 Penalty: 3138.985840
	Iteration 11F: 3 clusters Score -1809563 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1810178.875000 Penalty: 3138.985840
	Iteration 12Q: 3 clusters Score -1810179 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1810606.500000 Penalty: 3138.985840
	Iteration 13Q: 3 clusters Score -1810606 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1810899.625000 Penalty: 3138.985840
	Iteration 14Q: 3 clusters Score -1810900 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1811106.875000 Penalty: 3138.985840
	Iteration 15Q: 3 clusters Score -1811107 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1811235.375000 Penalty: 3138.985840
	Iteration 16Q: 3 clusters Score -1811235 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1811308.625000 Penalty: 3138.985840
	Iteration 17Q: 3 clusters Score -1811309 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1811366.250000 Penalty: 3138.985840
	Iteration 18Q: 3 clusters Score -1811366 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1811411.500000 Penalty: 3138.985840
	Iteration 19Q: 3 clusters Score -1811412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1811444.625000 Penalty: 3138.985840
	Iteration 20F: 3 clusters Score -1811445 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1811472.125000 Penalty: 3138.985840
	Iteration 21Q: 3 clusters Score -1811472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1811490.375000 Penalty: 3138.985840
	Iteration 22Q: 3 clusters Score -1811490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1811502.875000 Penalty: 3138.985840
	Iteration 23Q: 3 clusters Score -1811503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1811515.000000 Penalty: 3138.985840
	Iteration 24Q: 3 clusters Score -1811515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1811521.250000 Penalty: 3138.985840
	Iteration 25Q: 3 clusters Score -1811521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1811528.750000 Penalty: 3138.985840
	Iteration 26Q: 3 clusters Score -1811529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1811542.500000 Penalty: 3138.985840
	Iteration 27Q: 3 clusters Score -1811542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1811556.875000 Penalty: 3138.985840
	Iteration 28Q: 3 clusters Score -1811557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1811561.500000 Penalty: 3138.985840
	Iteration 29Q: 3 clusters Score -1811562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1811567.125000 Penalty: 3138.985840
	Iteration 30Q: 3 clusters Score -1811567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1811573.625000 Penalty: 3138.985840
	Iteration 31Q: 3 clusters Score -1811574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1811579.750000 Penalty: 3138.985840
	Iteration 32Q: 3 clusters Score -1811580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1811582.250000 Penalty: 3138.985840
	Iteration 33Q: 3 clusters Score -1811582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1811582.000000 Penalty: 3138.985840
	Iteration 34Q: 3 clusters Score -1811582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1811583.500000 Penalty: 3138.985840
	Iteration 35Q: 3 clusters Score -1811584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1811583.750000 Penalty: 3138.985840
	Iteration 36Q: 3 clusters Score -1811584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1811584.875000 Penalty: 3138.985840
	Iteration 37Q: 3 clusters Score -1811585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1811586.125000 Penalty: 3138.985840
	Iteration 38Q: 3 clusters Score -1811586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1811588.125000 Penalty: 3138.985840
	Iteration 39Q: 3 clusters Score -1811588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1811590.625000 Penalty: 3138.985840
	Iteration 40F: 3 clusters Score -1811591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1811590.500000 Penalty: 3138.985840
	Iteration 41Q: 3 clusters Score -1811590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1811594.500000 Penalty: 3138.985840
	Iteration 42Q: 3 clusters Score -1811594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1811595.000000 Penalty: 3138.985840
	Iteration 43Q: 3 clusters Score -1811595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1811594.250000 Penalty: 3138.985840
	Iteration 44Q: 3 clusters Score -1811594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1811595.500000 Penalty: 3138.985840
	Iteration 45Q: 3 clusters Score -1811596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1811595.500000 Penalty: 3138.985840
	Iteration 46F: 3 clusters Score -1811596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Entering Unmasked Estep 
Score: -417184.562500 Penalty: 1334.100952
	Iteration 0F: 2 clusters Score -417184.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -414047.062500 Penalty: 2668.201904
	Iteration 0F: 3 clusters Score -414047.1 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -414807.500000 Penalty: 2668.201904
	Iteration 1F: 3 clusters Score -414807.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -414972.000000 Penalty: 2668.201904
	Iteration 2F: 3 clusters Score -414972 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -415061.781250 Penalty: 2668.201904
	Iteration 3Q: 3 clusters Score -415061.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -415126.187500 Penalty: 2668.201904
	Iteration 4Q: 3 clusters Score -415126.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -415178.875000 Penalty: 2668.201904
	Iteration 5Q: 3 clusters Score -415178.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -415217.406250 Penalty: 2668.201904
	Iteration 6Q: 3 clusters Score -415217.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -415246.781250 Penalty: 2668.201904
	Iteration 7Q: 3 clusters Score -415246.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -415276.375000 Penalty: 2668.201904
	Iteration 8Q: 3 clusters Score -415276.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -415307.687500 Penalty: 2668.201904
	Iteration 9Q: 3 clusters Score -415307.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -415340.781250 Penalty: 2668.201904
	Iteration 10Q: 3 clusters Score -415340.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -415380.281250 Penalty: 2668.201904
	Iteration 11Q: 3 clusters Score -415380.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -415423.625000 Penalty: 2668.201904
	Iteration 12Q: 3 clusters Score -415423.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -415469.500000 Penalty: 2668.201904
	Iteration 13Q: 3 clusters Score -415469.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -415531.937500 Penalty: 2668.201904
	Iteration 14Q: 3 clusters Score -415531.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -415603.218750 Penalty: 2668.201904
	Iteration 15Q: 3 clusters Score -415603.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -415702.718750 Penalty: 2668.201904
	Iteration 16Q: 3 clusters Score -415702.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -415801.468750 Penalty: 2668.201904
	Iteration 17Q: 3 clusters Score -415801.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -415912.218750 Penalty: 2668.201904
	Iteration 18Q: 3 clusters Score -415912.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -416009.781250 Penalty: 2668.201904
	Iteration 19Q: 3 clusters Score -416009.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -416075.750000 Penalty: 2668.201904
	Iteration 20F: 3 clusters Score -416075.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -416113.718750 Penalty: 2668.201904
	Iteration 21Q: 3 clusters Score -416113.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -416143.468750 Penalty: 2668.201904
	Iteration 22Q: 3 clusters Score -416143.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -416167.937500 Penalty: 2668.201904
	Iteration 23Q: 3 clusters Score -416167.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -416185.531250 Penalty: 2668.201904
	Iteration 24Q: 3 clusters Score -416185.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -416201.000000 Penalty: 2668.201904
	Iteration 25Q: 3 clusters Score -416201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -416209.531250 Penalty: 2668.201904
	Iteration 26Q: 3 clusters Score -416209.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -416222.437500 Penalty: 2668.201904
	Iteration 27Q: 3 clusters Score -416222.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -416235.000000 Penalty: 2668.201904
	Iteration 28Q: 3 clusters Score -416235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -416244.718750 Penalty: 2668.201904
	Iteration 29Q: 3 clusters Score -416244.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -416254.250000 Penalty: 2668.201904
	Iteration 30Q: 3 clusters Score -416254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -416262.375000 Penalty: 2668.201904
	Iteration 31Q: 3 clusters Score -416262.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -416264.062500 Penalty: 2668.201904
	Iteration 32Q: 3 clusters Score -416264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -416265.906250 Penalty: 2668.201904
	Iteration 33Q: 3 clusters Score -416265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -416268.062500 Penalty: 2668.201904
	Iteration 34Q: 3 clusters Score -416268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -416268.062500 Penalty: 2668.201904
	Iteration 35F: 3 clusters Score -416268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (147551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147551 members 
Entering Unmasked Estep 
Score: -16735339.000000 Penalty: 1934.063477
	Iteration 0F: 2 clusters Score -1.673534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73885 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -16638634.000000 Penalty: 3868.126953
	Iteration 0F: 3 clusters Score -1.663863e+07 nChanged 71157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -16680388.000000 Penalty: 3868.126953
	Iteration 1F: 3 clusters Score -1.668039e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -16681481.000000 Penalty: 3868.126953
	Iteration 2Q: 3 clusters Score -1.668148e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -16682884.000000 Penalty: 3868.126953
	Iteration 3Q: 3 clusters Score -1.668288e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83710 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -16684927.000000 Penalty: 3868.126953
	Iteration 4Q: 3 clusters Score -1.668493e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88576 members 
Mstep: Class 2 contains 58975 members 
Entering Unmasked Estep 
Score: -16688813.000000 Penalty: 3868.126953
	Iteration 5Q: 3 clusters Score -1.668881e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94785 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -16695239.000000 Penalty: 3868.126953
	Iteration 6F: 3 clusters Score -1.669524e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101558 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -16703092.000000 Penalty: 3868.126953
	Iteration 7F: 3 clusters Score -1.670309e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107332 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -16710548.000000 Penalty: 3868.126953
	Iteration 8F: 3 clusters Score -1.671055e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111759 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -16714735.000000 Penalty: 3868.126953
	Iteration 9Q: 3 clusters Score -1.671474e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115621 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -16716800.000000 Penalty: 3868.126953
	Iteration 10Q: 3 clusters Score -1.67168e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119443 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -16718434.000000 Penalty: 3868.126953
	Iteration 11Q: 3 clusters Score -1.671843e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123184 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -16719966.000000 Penalty: 3868.126953
	Iteration 12Q: 3 clusters Score -1.671997e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126896 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -16721721.000000 Penalty: 3868.126953
	Iteration 13Q: 3 clusters Score -1.672172e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130427 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -16723401.000000 Penalty: 3868.126953
	Iteration 14Q: 3 clusters Score -1.67234e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133744 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -16725150.000000 Penalty: 3868.126953
	Iteration 15Q: 3 clusters Score -1.672515e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136824 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -16726877.000000 Penalty: 3868.126953
	Iteration 16Q: 3 clusters Score -1.672688e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139535 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -16728430.000000 Penalty: 3868.126953
	Iteration 17Q: 3 clusters Score -1.672843e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141783 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -16729877.000000 Penalty: 3868.126953
	Iteration 18Q: 3 clusters Score -1.672988e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143554 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -16731068.000000 Penalty: 3868.126953
	Iteration 19Q: 3 clusters Score -1.673107e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144909 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -16731885.000000 Penalty: 3868.126953
	Iteration 20F: 3 clusters Score -1.673188e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145896 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -16732577.000000 Penalty: 3868.126953
	Iteration 21Q: 3 clusters Score -1.673258e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146520 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -16733091.000000 Penalty: 3868.126953
	Iteration 22Q: 3 clusters Score -1.673309e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146908 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -16733365.000000 Penalty: 3868.126953
	Iteration 23Q: 3 clusters Score -1.673336e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147080 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -16733482.000000 Penalty: 3868.126953
	Iteration 24Q: 3 clusters Score -1.673348e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147179 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -16733568.000000 Penalty: 3868.126953
	Iteration 25Q: 3 clusters Score -1.673357e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147234 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -16733612.000000 Penalty: 3868.126953
	Iteration 26Q: 3 clusters Score -1.673361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147260 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16733618.000000 Penalty: 3868.126953
	Iteration 27Q: 3 clusters Score -1.673362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147277 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16733643.000000 Penalty: 3868.126953
	Iteration 28Q: 3 clusters Score -1.673364e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147296 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16733659.000000 Penalty: 3868.126953
	Iteration 29Q: 3 clusters Score -1.673366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147309 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16733674.000000 Penalty: 3868.126953
	Iteration 30Q: 3 clusters Score -1.673367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147317 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16733669.000000 Penalty: 3868.126953
	Iteration 31Q: 3 clusters Score -1.673367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147321 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16733674.000000 Penalty: 3868.126953
	Iteration 32Q: 3 clusters Score -1.673367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147325 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16733681.000000 Penalty: 3868.126953
	Iteration 33Q: 3 clusters Score -1.673368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147328 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16733679.000000 Penalty: 3868.126953
	Iteration 34Q: 3 clusters Score -1.673368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147328 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16733679.000000 Penalty: 3868.126953
	Iteration 35F: 3 clusters Score -1.673368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Entering Unmasked Estep 
Score: -349715.593750 Penalty: 1301.899048
	Iteration 0F: 2 clusters Score -349715.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -346951.468750 Penalty: 2603.798096
	Iteration 0F: 3 clusters Score -346951.5 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -347586.968750 Penalty: 2603.798096
	Iteration 1F: 3 clusters Score -347587 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -347707.875000 Penalty: 2603.798096
	Iteration 2F: 3 clusters Score -347707.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -347779.343750 Penalty: 2603.798096
	Iteration 3Q: 3 clusters Score -347779.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -347818.781250 Penalty: 2603.798096
	Iteration 4Q: 3 clusters Score -347818.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -347849.031250 Penalty: 2603.798096
	Iteration 5Q: 3 clusters Score -347849 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -347878.906250 Penalty: 2603.798096
	Iteration 6Q: 3 clusters Score -347878.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -347910.031250 Penalty: 2603.798096
	Iteration 7Q: 3 clusters Score -347910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -347934.843750 Penalty: 2603.798096
	Iteration 8Q: 3 clusters Score -347934.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -347955.156250 Penalty: 2603.798096
	Iteration 9Q: 3 clusters Score -347955.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -347973.437500 Penalty: 2603.798096
	Iteration 10Q: 3 clusters Score -347973.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -347988.250000 Penalty: 2603.798096
	Iteration 11Q: 3 clusters Score -347988.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -347999.062500 Penalty: 2603.798096
	Iteration 12Q: 3 clusters Score -347999.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -348012.093750 Penalty: 2603.798096
	Iteration 13Q: 3 clusters Score -348012.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -348026.937500 Penalty: 2603.798096
	Iteration 14Q: 3 clusters Score -348026.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -348040.500000 Penalty: 2603.798096
	Iteration 15Q: 3 clusters Score -348040.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -348050.937500 Penalty: 2603.798096
	Iteration 16Q: 3 clusters Score -348050.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -348058.562500 Penalty: 2603.798096
	Iteration 17Q: 3 clusters Score -348058.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -348062.375000 Penalty: 2603.798096
	Iteration 18Q: 3 clusters Score -348062.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -348065.218750 Penalty: 2603.798096
	Iteration 19Q: 3 clusters Score -348065.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -348067.750000 Penalty: 2603.798096
	Iteration 20F: 3 clusters Score -348067.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -348069.843750 Penalty: 2603.798096
	Iteration 21Q: 3 clusters Score -348069.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -348074.375000 Penalty: 2603.798096
	Iteration 22Q: 3 clusters Score -348074.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -348075.812500 Penalty: 2603.798096
	Iteration 23Q: 3 clusters Score -348075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -348075.562500 Penalty: 2603.798096
	Iteration 24Q: 3 clusters Score -348075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -348076.156250 Penalty: 2603.798096
	Iteration 25Q: 3 clusters Score -348076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -348076.156250 Penalty: 2603.798096
	Iteration 26F: 3 clusters Score -348076.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (89886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Entering Unmasked Estep 
Score: -10490404.000000 Penalty: 1853.523315
	Iteration 0F: 2 clusters Score -1.04904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -10431335.000000 Penalty: 3707.046631
	Iteration 0F: 3 clusters Score -1.043134e+07 nChanged 42893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -10455580.000000 Penalty: 3707.046631
	Iteration 1F: 3 clusters Score -1.045558e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -10456032.000000 Penalty: 3707.046631
	Iteration 2Q: 3 clusters Score -1.045603e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -10456553.000000 Penalty: 3707.046631
	Iteration 3Q: 3 clusters Score -1.045655e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -10457105.000000 Penalty: 3707.046631
	Iteration 4Q: 3 clusters Score -1.04571e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -10457703.000000 Penalty: 3707.046631
	Iteration 5Q: 3 clusters Score -1.04577e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -10458651.000000 Penalty: 3707.046631
	Iteration 6Q: 3 clusters Score -1.045865e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -10460103.000000 Penalty: 3707.046631
	Iteration 7Q: 3 clusters Score -1.04601e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -10462871.000000 Penalty: 3707.046631
	Iteration 8F: 3 clusters Score -1.046287e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 65449 members 
Entering Unmasked Estep 
Score: -10467352.000000 Penalty: 3707.046631
	Iteration 9F: 3 clusters Score -1.046735e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -10473828.000000 Penalty: 3707.046631
	Iteration 10F: 3 clusters Score -1.047383e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 80653 members 
Entering Unmasked Estep 
Score: -10480798.000000 Penalty: 3707.046631
	Iteration 11F: 3 clusters Score -1.04808e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 85905 members 
Entering Unmasked Estep 
Score: -10485514.000000 Penalty: 3707.046631
	Iteration 12F: 3 clusters Score -1.048551e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 88454 members 
Entering Unmasked Estep 
Score: -10487654.000000 Penalty: 3707.046631
	Iteration 13Q: 3 clusters Score -1.048765e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 89309 members 
Entering Unmasked Estep 
Score: -10488387.000000 Penalty: 3707.046631
	Iteration 14Q: 3 clusters Score -1.048839e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 89567 members 
Entering Unmasked Estep 
Score: -10488605.000000 Penalty: 3707.046631
	Iteration 15Q: 3 clusters Score -1.04886e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 89637 members 
Entering Unmasked Estep 
Score: -10488688.000000 Penalty: 3707.046631
	Iteration 16Q: 3 clusters Score -1.048869e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 89672 members 
Entering Unmasked Estep 
Score: -10488756.000000 Penalty: 3707.046631
	Iteration 17Q: 3 clusters Score -1.048876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 89683 members 
Entering Unmasked Estep 
Score: -10488762.000000 Penalty: 3707.046631
	Iteration 18Q: 3 clusters Score -1.048876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 89686 members 
Entering Unmasked Estep 
Score: -10488781.000000 Penalty: 3707.046631
	Iteration 19Q: 3 clusters Score -1.048878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 89686 members 
Entering Unmasked Estep 
Score: -10488800.000000 Penalty: 3707.046631
	Iteration 20F: 3 clusters Score -1.04888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 89686 members 
Entering Unmasked Estep 
Score: -10488816.000000 Penalty: 3707.046631
	Iteration 21Q: 3 clusters Score -1.048882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -10488819.000000 Penalty: 3707.046631
	Iteration 22Q: 3 clusters Score -1.048882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 89680 members 
Entering Unmasked Estep 
Score: -10488827.000000 Penalty: 3707.046631
	Iteration 23Q: 3 clusters Score -1.048883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -10488825.000000 Penalty: 3707.046631
	Iteration 24Q: 3 clusters Score -1.048882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -10488825.000000 Penalty: 3707.046631
	Iteration 25F: 3 clusters Score -1.048882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Entering Unmasked Estep 
Score: -809525.375000 Penalty: 1437.812744
	Iteration 0F: 2 clusters Score -809525.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -804251.375000 Penalty: 2875.625488
	Iteration 0F: 3 clusters Score -804251.4 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -805955.187500 Penalty: 2875.625488
	Iteration 1F: 3 clusters Score -805955.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -806305.625000 Penalty: 2875.625488
	Iteration 2F: 3 clusters Score -806305.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -806672.687500 Penalty: 2875.625488
	Iteration 3F: 3 clusters Score -806672.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -807022.625000 Penalty: 2875.625488
	Iteration 4F: 3 clusters Score -807022.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -807411.125000 Penalty: 2875.625488
	Iteration 5F: 3 clusters Score -807411.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -807731.750000 Penalty: 2875.625488
	Iteration 6F: 3 clusters Score -807731.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -808076.000000 Penalty: 2875.625488
	Iteration 7F: 3 clusters Score -808076 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -808350.312500 Penalty: 2875.625488
	Iteration 8Q: 3 clusters Score -808350.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -808497.562500 Penalty: 2875.625488
	Iteration 9Q: 3 clusters Score -808497.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -808572.250000 Penalty: 2875.625488
	Iteration 10Q: 3 clusters Score -808572.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -808605.187500 Penalty: 2875.625488
	Iteration 11Q: 3 clusters Score -808605.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -808615.937500 Penalty: 2875.625488
	Iteration 12Q: 3 clusters Score -808615.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -808623.187500 Penalty: 2875.625488
	Iteration 13Q: 3 clusters Score -808623.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -808628.625000 Penalty: 2875.625488
	Iteration 14Q: 3 clusters Score -808628.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -808635.562500 Penalty: 2875.625488
	Iteration 15Q: 3 clusters Score -808635.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -808638.312500 Penalty: 2875.625488
	Iteration 16Q: 3 clusters Score -808638.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -808641.062500 Penalty: 2875.625488
	Iteration 17Q: 3 clusters Score -808641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -808641.625000 Penalty: 2875.625488
	Iteration 18Q: 3 clusters Score -808641.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -808642.500000 Penalty: 2875.625488
	Iteration 19Q: 3 clusters Score -808642.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -808643.062500 Penalty: 2875.625488
	Iteration 20F: 3 clusters Score -808643.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -808642.750000 Penalty: 2875.625488
	Iteration 21Q: 3 clusters Score -808642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -808642.062500 Penalty: 2875.625488
	Iteration 22Q: 3 clusters Score -808642.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -808642.375000 Penalty: 2875.625488
	Iteration 23Q: 3 clusters Score -808642.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -808643.062500 Penalty: 2875.625488
	Iteration 24Q: 3 clusters Score -808643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -808644.250000 Penalty: 2875.625488
	Iteration 25Q: 3 clusters Score -808644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -808644.250000 Penalty: 2875.625488
	Iteration 26F: 3 clusters Score -808644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (59173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Entering Unmasked Estep 
Score: -6917281.000000 Penalty: 1785.585815
	Iteration 0F: 2 clusters Score -6917281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -6877681.000000 Penalty: 3571.171631
	Iteration 0F: 3 clusters Score -6877681 nChanged 27890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -6893427.000000 Penalty: 3571.171631
	Iteration 1F: 3 clusters Score -6893427 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -6893948.500000 Penalty: 3571.171631
	Iteration 2Q: 3 clusters Score -6893948 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -6894409.500000 Penalty: 3571.171631
	Iteration 3Q: 3 clusters Score -6894410 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -6894921.500000 Penalty: 3571.171631
	Iteration 4Q: 3 clusters Score -6894922 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -6895483.000000 Penalty: 3571.171631
	Iteration 5Q: 3 clusters Score -6895483 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -6896141.500000 Penalty: 3571.171631
	Iteration 6Q: 3 clusters Score -6896142 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -6896819.500000 Penalty: 3571.171631
	Iteration 7Q: 3 clusters Score -6896820 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -6897643.500000 Penalty: 3571.171631
	Iteration 8Q: 3 clusters Score -6897644 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -6898532.500000 Penalty: 3571.171631
	Iteration 9Q: 3 clusters Score -6898532 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -6899702.500000 Penalty: 3571.171631
	Iteration 10Q: 3 clusters Score -6899702 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -6901339.500000 Penalty: 3571.171631
	Iteration 11Q: 3 clusters Score -6901340 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -6903413.000000 Penalty: 3571.171631
	Iteration 12F: 3 clusters Score -6903413 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -6906062.500000 Penalty: 3571.171631
	Iteration 13F: 3 clusters Score -6906062 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -6908887.000000 Penalty: 3571.171631
	Iteration 14F: 3 clusters Score -6908887 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -6911468.500000 Penalty: 3571.171631
	Iteration 15F: 3 clusters Score -6911468 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -6913259.000000 Penalty: 3571.171631
	Iteration 16Q: 3 clusters Score -6913259 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6914398.000000 Penalty: 3571.171631
	Iteration 17Q: 3 clusters Score -6914398 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6915013.500000 Penalty: 3571.171631
	Iteration 18Q: 3 clusters Score -6915014 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6915328.000000 Penalty: 3571.171631
	Iteration 19Q: 3 clusters Score -6915328 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6915504.500000 Penalty: 3571.171631
	Iteration 20F: 3 clusters Score -6915504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6915583.000000 Penalty: 3571.171631
	Iteration 21Q: 3 clusters Score -6915583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6915628.000000 Penalty: 3571.171631
	Iteration 22Q: 3 clusters Score -6915628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6915663.000000 Penalty: 3571.171631
	Iteration 23Q: 3 clusters Score -6915663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6915682.000000 Penalty: 3571.171631
	Iteration 24Q: 3 clusters Score -6915682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6915698.500000 Penalty: 3571.171631
	Iteration 25Q: 3 clusters Score -6915698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6915719.000000 Penalty: 3571.171631
	Iteration 26Q: 3 clusters Score -6915719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6915723.000000 Penalty: 3571.171631
	Iteration 27Q: 3 clusters Score -6915723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6915727.000000 Penalty: 3571.171631
	Iteration 28Q: 3 clusters Score -6915727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6915739.000000 Penalty: 3571.171631
	Iteration 29Q: 3 clusters Score -6915739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6915747.500000 Penalty: 3571.171631
	Iteration 30Q: 3 clusters Score -6915748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6915747.500000 Penalty: 3571.171631
	Iteration 31Q: 3 clusters Score -6915748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6915749.500000 Penalty: 3571.171631
	Iteration 32Q: 3 clusters Score -6915750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6915749.500000 Penalty: 3571.171631
	Iteration 33F: 3 clusters Score -6915750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Entering Unmasked Estep 
Score: -1254996.250000 Penalty: 1510.206421
	Iteration 0F: 2 clusters Score -1254996 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 5391 members 
Entering Unmasked Estep 
Score: -1247240.875000 Penalty: 3020.412842
	Iteration 0F: 3 clusters Score -1247241 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1249832.875000 Penalty: 3020.412842
	Iteration 1F: 3 clusters Score -1249833 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1250115.625000 Penalty: 3020.412842
	Iteration 2F: 3 clusters Score -1250116 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1250385.000000 Penalty: 3020.412842
	Iteration 3F: 3 clusters Score -1250385 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1250615.000000 Penalty: 3020.412842
	Iteration 4Q: 3 clusters Score -1250615 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1250834.500000 Penalty: 3020.412842
	Iteration 5Q: 3 clusters Score -1250834 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1251098.000000 Penalty: 3020.412842
	Iteration 6Q: 3 clusters Score -1251098 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1251363.625000 Penalty: 3020.412842
	Iteration 7Q: 3 clusters Score -1251364 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1251645.500000 Penalty: 3020.412842
	Iteration 8Q: 3 clusters Score -1251646 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1251916.375000 Penalty: 3020.412842
	Iteration 9Q: 3 clusters Score -1251916 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1252196.375000 Penalty: 3020.412842
	Iteration 10Q: 3 clusters Score -1252196 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1252429.625000 Penalty: 3020.412842
	Iteration 11Q: 3 clusters Score -1252430 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1252550.875000 Penalty: 3020.412842
	Iteration 12Q: 3 clusters Score -1252551 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1252651.125000 Penalty: 3020.412842
	Iteration 13Q: 3 clusters Score -1252651 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1252717.750000 Penalty: 3020.412842
	Iteration 14Q: 3 clusters Score -1252718 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1252752.250000 Penalty: 3020.412842
	Iteration 15Q: 3 clusters Score -1252752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1252776.875000 Penalty: 3020.412842
	Iteration 16Q: 3 clusters Score -1252777 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1252796.000000 Penalty: 3020.412842
	Iteration 17Q: 3 clusters Score -1252796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1252807.000000 Penalty: 3020.412842
	Iteration 18Q: 3 clusters Score -1252807 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1252810.500000 Penalty: 3020.412842
	Iteration 19Q: 3 clusters Score -1252810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1252823.250000 Penalty: 3020.412842
	Iteration 20F: 3 clusters Score -1252823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1252831.250000 Penalty: 3020.412842
	Iteration 21Q: 3 clusters Score -1252831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1252840.250000 Penalty: 3020.412842
	Iteration 22Q: 3 clusters Score -1252840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1252839.625000 Penalty: 3020.412842
	Iteration 23Q: 3 clusters Score -1252840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1252852.500000 Penalty: 3020.412842
	Iteration 24Q: 3 clusters Score -1252852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1252861.250000 Penalty: 3020.412842
	Iteration 25Q: 3 clusters Score -1252861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1252867.625000 Penalty: 3020.412842
	Iteration 26Q: 3 clusters Score -1252868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1252870.875000 Penalty: 3020.412842
	Iteration 27Q: 3 clusters Score -1252871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1252876.250000 Penalty: 3020.412842
	Iteration 28Q: 3 clusters Score -1252876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1252879.750000 Penalty: 3020.412842
	Iteration 29Q: 3 clusters Score -1252880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1252883.125000 Penalty: 3020.412842
	Iteration 30Q: 3 clusters Score -1252883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1252893.750000 Penalty: 3020.412842
	Iteration 31Q: 3 clusters Score -1252894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1252897.125000 Penalty: 3020.412842
	Iteration 32Q: 3 clusters Score -1252897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1252904.500000 Penalty: 3020.412842
	Iteration 33Q: 3 clusters Score -1252904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1252913.250000 Penalty: 3020.412842
	Iteration 34Q: 3 clusters Score -1252913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1252925.250000 Penalty: 3020.412842
	Iteration 35Q: 3 clusters Score -1252925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1252930.250000 Penalty: 3020.412842
	Iteration 36Q: 3 clusters Score -1252930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1252934.500000 Penalty: 3020.412842
	Iteration 37Q: 3 clusters Score -1252934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1252940.000000 Penalty: 3020.412842
	Iteration 38Q: 3 clusters Score -1252940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1252944.375000 Penalty: 3020.412842
	Iteration 39Q: 3 clusters Score -1252944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1252955.875000 Penalty: 3020.412842
	Iteration 40F: 3 clusters Score -1252956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1252965.125000 Penalty: 3020.412842
	Iteration 41Q: 3 clusters Score -1252965 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1252972.250000 Penalty: 3020.412842
	Iteration 42Q: 3 clusters Score -1252972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1252977.125000 Penalty: 3020.412842
	Iteration 43Q: 3 clusters Score -1252977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1252981.375000 Penalty: 3020.412842
	Iteration 44Q: 3 clusters Score -1252981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1252984.875000 Penalty: 3020.412842
	Iteration 45Q: 3 clusters Score -1252985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1252992.250000 Penalty: 3020.412842
	Iteration 46Q: 3 clusters Score -1252992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1252998.875000 Penalty: 3020.412842
	Iteration 47Q: 3 clusters Score -1252999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1253002.750000 Penalty: 3020.412842
	Iteration 48Q: 3 clusters Score -1253003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1253007.500000 Penalty: 3020.412842
	Iteration 49Q: 3 clusters Score -1253008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1253016.625000 Penalty: 3020.412842
	Iteration 50Q: 3 clusters Score -1253017 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1253021.125000 Penalty: 3020.412842
	Iteration 51Q: 3 clusters Score -1253021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1253033.250000 Penalty: 3020.412842
	Iteration 52Q: 3 clusters Score -1253033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1253032.625000 Penalty: 3020.412842
	Iteration 53Q: 3 clusters Score -1253033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1253039.000000 Penalty: 3020.412842
	Iteration 54Q: 3 clusters Score -1253039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1253044.625000 Penalty: 3020.412842
	Iteration 55Q: 3 clusters Score -1253045 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1253054.375000 Penalty: 3020.412842
	Iteration 56Q: 3 clusters Score -1253054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1253065.375000 Penalty: 3020.412842
	Iteration 57Q: 3 clusters Score -1253065 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1253071.625000 Penalty: 3020.412842
	Iteration 58Q: 3 clusters Score -1253072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1253082.750000 Penalty: 3020.412842
	Iteration 59Q: 3 clusters Score -1253083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1253089.500000 Penalty: 3020.412842
	Iteration 60F: 3 clusters Score -1253090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1253100.125000 Penalty: 3020.412842
	Iteration 61Q: 3 clusters Score -1253100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1253107.375000 Penalty: 3020.412842
	Iteration 62Q: 3 clusters Score -1253107 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1253111.000000 Penalty: 3020.412842
	Iteration 63Q: 3 clusters Score -1253111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1253118.625000 Penalty: 3020.412842
	Iteration 64Q: 3 clusters Score -1253119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1253121.500000 Penalty: 3020.412842
	Iteration 65Q: 3 clusters Score -1253122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1253126.250000 Penalty: 3020.412842
	Iteration 66Q: 3 clusters Score -1253126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1253131.000000 Penalty: 3020.412842
	Iteration 67Q: 3 clusters Score -1253131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1253138.000000 Penalty: 3020.412842
	Iteration 68Q: 3 clusters Score -1253138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1253142.750000 Penalty: 3020.412842
	Iteration 69Q: 3 clusters Score -1253143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1253140.375000 Penalty: 3020.412842
	Iteration 70Q: 3 clusters Score -1253140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1253138.375000 Penalty: 3020.412842
	Iteration 71Q: 3 clusters Score -1253138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1253146.125000 Penalty: 3020.412842
	Iteration 72Q: 3 clusters Score -1253146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1253149.875000 Penalty: 3020.412842
	Iteration 73Q: 3 clusters Score -1253150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1253155.625000 Penalty: 3020.412842
	Iteration 74Q: 3 clusters Score -1253156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1253159.125000 Penalty: 3020.412842
	Iteration 75Q: 3 clusters Score -1253159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1253163.750000 Penalty: 3020.412842
	Iteration 76Q: 3 clusters Score -1253164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1253176.000000 Penalty: 3020.412842
	Iteration 77Q: 3 clusters Score -1253176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1253184.250000 Penalty: 3020.412842
	Iteration 78Q: 3 clusters Score -1253184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1253192.375000 Penalty: 3020.412842
	Iteration 79Q: 3 clusters Score -1253192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1253197.875000 Penalty: 3020.412842
	Iteration 80F: 3 clusters Score -1253198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1253201.125000 Penalty: 3020.412842
	Iteration 81Q: 3 clusters Score -1253201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1253211.625000 Penalty: 3020.412842
	Iteration 82Q: 3 clusters Score -1253212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1253219.375000 Penalty: 3020.412842
	Iteration 83Q: 3 clusters Score -1253219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1253225.125000 Penalty: 3020.412842
	Iteration 84Q: 3 clusters Score -1253225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1253231.125000 Penalty: 3020.412842
	Iteration 85Q: 3 clusters Score -1253231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1253236.875000 Penalty: 3020.412842
	Iteration 86Q: 3 clusters Score -1253237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1253249.875000 Penalty: 3020.412842
	Iteration 87Q: 3 clusters Score -1253250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1253258.750000 Penalty: 3020.412842
	Iteration 88Q: 3 clusters Score -1253259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1253266.000000 Penalty: 3020.412842
	Iteration 89Q: 3 clusters Score -1253266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1253273.500000 Penalty: 3020.412842
	Iteration 90Q: 3 clusters Score -1253274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1253278.500000 Penalty: 3020.412842
	Iteration 91Q: 3 clusters Score -1253278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1253286.000000 Penalty: 3020.412842
	Iteration 92Q: 3 clusters Score -1253286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1253293.000000 Penalty: 3020.412842
	Iteration 93Q: 3 clusters Score -1253293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1253305.750000 Penalty: 3020.412842
	Iteration 94Q: 3 clusters Score -1253306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1253307.500000 Penalty: 3020.412842
	Iteration 95Q: 3 clusters Score -1253308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1253317.250000 Penalty: 3020.412842
	Iteration 96Q: 3 clusters Score -1253317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1253327.500000 Penalty: 3020.412842
	Iteration 97Q: 3 clusters Score -1253328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1253338.625000 Penalty: 3020.412842
	Iteration 98Q: 3 clusters Score -1253339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1253345.250000 Penalty: 3020.412842
	Iteration 99Q: 3 clusters Score -1253345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1253351.375000 Penalty: 3020.412842
	Iteration 100F: 3 clusters Score -1253351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1253363.250000 Penalty: 3020.412842
	Iteration 101Q: 3 clusters Score -1253363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1253373.125000 Penalty: 3020.412842
	Iteration 102Q: 3 clusters Score -1253373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1253380.625000 Penalty: 3020.412842
	Iteration 103Q: 3 clusters Score -1253381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1253386.875000 Penalty: 3020.412842
	Iteration 104Q: 3 clusters Score -1253387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1253390.375000 Penalty: 3020.412842
	Iteration 105Q: 3 clusters Score -1253390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1253394.375000 Penalty: 3020.412842
	Iteration 106Q: 3 clusters Score -1253394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1253391.125000 Penalty: 3020.412842
	Iteration 107Q: 3 clusters Score -1253391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1253397.875000 Penalty: 3020.412842
	Iteration 108Q: 3 clusters Score -1253398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1253403.875000 Penalty: 3020.412842
	Iteration 109Q: 3 clusters Score -1253404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1253407.375000 Penalty: 3020.412842
	Iteration 110Q: 3 clusters Score -1253407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1253411.750000 Penalty: 3020.412842
	Iteration 111Q: 3 clusters Score -1253412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1253417.750000 Penalty: 3020.412842
	Iteration 112Q: 3 clusters Score -1253418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1253423.625000 Penalty: 3020.412842
	Iteration 113Q: 3 clusters Score -1253424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1253431.500000 Penalty: 3020.412842
	Iteration 114Q: 3 clusters Score -1253432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1253431.500000 Penalty: 3020.412842
	Iteration 115Q: 3 clusters Score -1253432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1253440.375000 Penalty: 3020.412842
	Iteration 116Q: 3 clusters Score -1253440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1253443.375000 Penalty: 3020.412842
	Iteration 117Q: 3 clusters Score -1253443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1253448.000000 Penalty: 3020.412842
	Iteration 118Q: 3 clusters Score -1253448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1253451.375000 Penalty: 3020.412842
	Iteration 119Q: 3 clusters Score -1253451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1253455.000000 Penalty: 3020.412842
	Iteration 120F: 3 clusters Score -1253455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1253462.250000 Penalty: 3020.412842
	Iteration 121Q: 3 clusters Score -1253462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1253469.125000 Penalty: 3020.412842
	Iteration 122Q: 3 clusters Score -1253469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1253472.500000 Penalty: 3020.412842
	Iteration 123Q: 3 clusters Score -1253472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1253475.250000 Penalty: 3020.412842
	Iteration 124Q: 3 clusters Score -1253475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1253478.500000 Penalty: 3020.412842
	Iteration 125Q: 3 clusters Score -1253478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1253482.125000 Penalty: 3020.412842
	Iteration 126Q: 3 clusters Score -1253482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1253487.875000 Penalty: 3020.412842
	Iteration 127Q: 3 clusters Score -1253488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1253494.625000 Penalty: 3020.412842
	Iteration 128Q: 3 clusters Score -1253495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1253503.500000 Penalty: 3020.412842
	Iteration 129Q: 3 clusters Score -1253504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1253511.750000 Penalty: 3020.412842
	Iteration 130Q: 3 clusters Score -1253512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1253524.750000 Penalty: 3020.412842
	Iteration 131Q: 3 clusters Score -1253525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1253536.125000 Penalty: 3020.412842
	Iteration 132Q: 3 clusters Score -1253536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1253549.500000 Penalty: 3020.412842
	Iteration 133Q: 3 clusters Score -1253550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1253554.125000 Penalty: 3020.412842
	Iteration 134Q: 3 clusters Score -1253554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1253568.750000 Penalty: 3020.412842
	Iteration 135Q: 3 clusters Score -1253569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1253581.500000 Penalty: 3020.412842
	Iteration 136Q: 3 clusters Score -1253582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1253595.625000 Penalty: 3020.412842
	Iteration 137Q: 3 clusters Score -1253596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1253606.500000 Penalty: 3020.412842
	Iteration 138Q: 3 clusters Score -1253606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1253629.625000 Penalty: 3020.412842
	Iteration 139Q: 3 clusters Score -1253630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1253645.125000 Penalty: 3020.412842
	Iteration 140F: 3 clusters Score -1253645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1253652.625000 Penalty: 3020.412842
	Iteration 141Q: 3 clusters Score -1253653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1253671.000000 Penalty: 3020.412842
	Iteration 142Q: 3 clusters Score -1253671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1253684.125000 Penalty: 3020.412842
	Iteration 143Q: 3 clusters Score -1253684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1253695.750000 Penalty: 3020.412842
	Iteration 144Q: 3 clusters Score -1253696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1253703.375000 Penalty: 3020.412842
	Iteration 145Q: 3 clusters Score -1253703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1253715.500000 Penalty: 3020.412842
	Iteration 146Q: 3 clusters Score -1253716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1253719.500000 Penalty: 3020.412842
	Iteration 147Q: 3 clusters Score -1253720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1253729.500000 Penalty: 3020.412842
	Iteration 148Q: 3 clusters Score -1253730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1253738.250000 Penalty: 3020.412842
	Iteration 149Q: 3 clusters Score -1253738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1253743.125000 Penalty: 3020.412842
	Iteration 150Q: 3 clusters Score -1253743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1253752.750000 Penalty: 3020.412842
	Iteration 151Q: 3 clusters Score -1253753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1253764.125000 Penalty: 3020.412842
	Iteration 152Q: 3 clusters Score -1253764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1253775.250000 Penalty: 3020.412842
	Iteration 153Q: 3 clusters Score -1253775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1253783.750000 Penalty: 3020.412842
	Iteration 154Q: 3 clusters Score -1253784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1253798.125000 Penalty: 3020.412842
	Iteration 155Q: 3 clusters Score -1253798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1253812.875000 Penalty: 3020.412842
	Iteration 156Q: 3 clusters Score -1253813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1253821.250000 Penalty: 3020.412842
	Iteration 157Q: 3 clusters Score -1253821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1253826.875000 Penalty: 3020.412842
	Iteration 158Q: 3 clusters Score -1253827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1253831.375000 Penalty: 3020.412842
	Iteration 159Q: 3 clusters Score -1253831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1253834.125000 Penalty: 3020.412842
	Iteration 160F: 3 clusters Score -1253834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1253835.375000 Penalty: 3020.412842
	Iteration 161Q: 3 clusters Score -1253835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1253835.875000 Penalty: 3020.412842
	Iteration 162Q: 3 clusters Score -1253836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1253835.875000 Penalty: 3020.412842
	Iteration 163Q: 3 clusters Score -1253836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1253837.375000 Penalty: 3020.412842
	Iteration 164Q: 3 clusters Score -1253837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1253838.375000 Penalty: 3020.412842
	Iteration 165Q: 3 clusters Score -1253838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1253836.500000 Penalty: 3020.412842
	Iteration 166Q: 3 clusters Score -1253836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1253839.125000 Penalty: 3020.412842
	Iteration 167Q: 3 clusters Score -1253839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1253839.500000 Penalty: 3020.412842
	Iteration 168Q: 3 clusters Score -1253840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1253841.500000 Penalty: 3020.412842
	Iteration 169Q: 3 clusters Score -1253842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1253843.000000 Penalty: 3020.412842
	Iteration 170Q: 3 clusters Score -1253843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1253843.000000 Penalty: 3020.412842
	Iteration 171Q: 3 clusters Score -1253843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1253844.125000 Penalty: 3020.412842
	Iteration 172Q: 3 clusters Score -1253844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1253844.500000 Penalty: 3020.412842
	Iteration 173Q: 3 clusters Score -1253844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1253846.750000 Penalty: 3020.412842
	Iteration 174Q: 3 clusters Score -1253847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1253846.000000 Penalty: 3020.412842
	Iteration 175Q: 3 clusters Score -1253846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1253845.500000 Penalty: 3020.412842
	Iteration 176Q: 3 clusters Score -1253846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1253845.125000 Penalty: 3020.412842
	Iteration 177Q: 3 clusters Score -1253845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1253844.875000 Penalty: 3020.412842
	Iteration 178Q: 3 clusters Score -1253845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1253847.500000 Penalty: 3020.412842
	Iteration 179Q: 3 clusters Score -1253848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1253847.500000 Penalty: 3020.412842
	Iteration 180F: 3 clusters Score -1253848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (98655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98655 members 
Entering Unmasked Estep 
Score: -11482110.000000 Penalty: 1868.649902
	Iteration 0F: 2 clusters Score -1.148211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -11417828.000000 Penalty: 3737.299805
	Iteration 0F: 3 clusters Score -1.141783e+07 nChanged 47268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -11445293.000000 Penalty: 3737.299805
	Iteration 1F: 3 clusters Score -1.144529e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -11446226.000000 Penalty: 3737.299805
	Iteration 2Q: 3 clusters Score -1.144623e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
Score: -11447819.000000 Penalty: 3737.299805
	Iteration 3Q: 3 clusters Score -1.144782e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -11451070.000000 Penalty: 3737.299805
	Iteration 4F: 3 clusters Score -1.145107e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -11456963.000000 Penalty: 3737.299805
	Iteration 5F: 3 clusters Score -1.145696e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -11465903.000000 Penalty: 3737.299805
	Iteration 6F: 3 clusters Score -1.14659e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 92250 members 
Entering Unmasked Estep 
Score: -11474372.000000 Penalty: 3737.299805
	Iteration 7F: 3 clusters Score -1.147437e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 96989 members 
Entering Unmasked Estep 
Score: -11478845.000000 Penalty: 3737.299805
	Iteration 8Q: 3 clusters Score -1.147884e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 98314 members 
Entering Unmasked Estep 
Score: -11480065.000000 Penalty: 3737.299805
	Iteration 9Q: 3 clusters Score -1.148006e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 98539 members 
Entering Unmasked Estep 
Score: -11480306.000000 Penalty: 3737.299805
	Iteration 10Q: 3 clusters Score -1.148031e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -11480366.000000 Penalty: 3737.299805
	Iteration 11Q: 3 clusters Score -1.148037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 98562 members 
Entering Unmasked Estep 
Score: -11480382.000000 Penalty: 3737.299805
	Iteration 12Q: 3 clusters Score -1.148038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 98565 members 
Entering Unmasked Estep 
Score: -11480403.000000 Penalty: 3737.299805
	Iteration 13Q: 3 clusters Score -1.14804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 98565 members 
Entering Unmasked Estep 
Score: -11480405.000000 Penalty: 3737.299805
	Iteration 14Q: 3 clusters Score -1.14804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -11480401.000000 Penalty: 3737.299805
	Iteration 15Q: 3 clusters Score -1.14804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -11480401.000000 Penalty: 3737.299805
	Iteration 16F: 3 clusters Score -1.14804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Entering Unmasked Estep 
Score: -4008356.500000 Penalty: 1697.160767
	Iteration 0F: 2 clusters Score -4008356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -3985293.750000 Penalty: 3394.321533
	Iteration 0F: 3 clusters Score -3985294 nChanged 15939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3994204.000000 Penalty: 3394.321533
	Iteration 1F: 3 clusters Score -3994204 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3994518.000000 Penalty: 3394.321533
	Iteration 2Q: 3 clusters Score -3994518 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3994806.250000 Penalty: 3394.321533
	Iteration 3Q: 3 clusters Score -3994806 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -3995149.500000 Penalty: 3394.321533
	Iteration 4Q: 3 clusters Score -3995150 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -3995615.000000 Penalty: 3394.321533
	Iteration 5Q: 3 clusters Score -3995615 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3996316.250000 Penalty: 3394.321533
	Iteration 6Q: 3 clusters Score -3996316 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3997562.500000 Penalty: 3394.321533
	Iteration 7F: 3 clusters Score -3997562 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3999546.500000 Penalty: 3394.321533
	Iteration 8F: 3 clusters Score -3999546 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -4002202.500000 Penalty: 3394.321533
	Iteration 9F: 3 clusters Score -4002202 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -4004661.000000 Penalty: 3394.321533
	Iteration 10F: 3 clusters Score -4004661 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -4006018.750000 Penalty: 3394.321533
	Iteration 11Q: 3 clusters Score -4006019 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -4006536.750000 Penalty: 3394.321533
	Iteration 12Q: 3 clusters Score -4006537 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -4006703.250000 Penalty: 3394.321533
	Iteration 13Q: 3 clusters Score -4006703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -4006778.750000 Penalty: 3394.321533
	Iteration 14Q: 3 clusters Score -4006779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -4006820.250000 Penalty: 3394.321533
	Iteration 15Q: 3 clusters Score -4006820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -4006834.250000 Penalty: 3394.321533
	Iteration 16Q: 3 clusters Score -4006834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -4006844.000000 Penalty: 3394.321533
	Iteration 17Q: 3 clusters Score -4006844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -4006850.250000 Penalty: 3394.321533
	Iteration 18Q: 3 clusters Score -4006850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -4006850.250000 Penalty: 3394.321533
	Iteration 19F: 3 clusters Score -4006850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9075 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148669 members 
Mstep: Class 8 contains 38786 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15284 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 90703 members 
Mstep: Class 13 contains 56288 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15653 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147551 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 89886 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 59173 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 98655 members 
Mstep: Class 24 contains 34340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105296.000000 Penalty: 53515.957031
Iteration 239Q: 25 clusters Score -1.021053e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9083 members 
Mstep: Class 4 contains 13577 members 
Mstep: Class 5 contains 9856 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148673 members 
Mstep: Class 8 contains 38788 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15275 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 12 contains 90699 members 
Mstep: Class 13 contains 55483 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15651 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147547 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 90136 members 
Mstep: Class 20 contains 6928 members 
Mstep: Class 21 contains 59265 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 99123 members 
Mstep: Class 24 contains 34372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105424.000000 Penalty: 53515.957031
Iteration 240F: 25 clusters Score -1.021054e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9089 members 
Mstep: Class 4 contains 13577 members 
Mstep: Class 5 contains 9855 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148669 members 
Mstep: Class 8 contains 38791 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15284 members 
Mstep: Class 11 contains 3712 members 
Mstep: Class 12 contains 90699 members 
Mstep: Class 13 contains 54718 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15649 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147551 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 90328 members 
Mstep: Class 20 contains 6906 members 
Mstep: Class 21 contains 59342 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 99600 members 
Mstep: Class 24 contains 34402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105368.000000 Penalty: 53515.957031
Iteration 241Q: 25 clusters Score -1.021054e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9091 members 
Mstep: Class 4 contains 13577 members 
Mstep: Class 5 contains 9855 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148667 members 
Mstep: Class 8 contains 38792 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15282 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 12 contains 90701 members 
Mstep: Class 13 contains 54000 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15648 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147555 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 90487 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 59405 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 100093 members 
Mstep: Class 24 contains 34433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104936.000000 Penalty: 53515.957031
Iteration 242Q: 25 clusters Score -1.021049e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9093 members 
Mstep: Class 4 contains 13577 members 
Mstep: Class 5 contains 9855 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148662 members 
Mstep: Class 8 contains 38793 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15297 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 90721 members 
Mstep: Class 13 contains 53268 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15648 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147558 members 
Mstep: Class 18 contains 3017 members 
Mstep: Class 19 contains 90621 members 
Mstep: Class 20 contains 6857 members 
Mstep: Class 21 contains 59479 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 100564 members 
Mstep: Class 24 contains 34475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104752.000000 Penalty: 53515.957031
Iteration 243Q: 25 clusters Score -1.021048e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 9100 members 
Mstep: Class 4 contains 13577 members 
Mstep: Class 5 contains 9855 members 
Mstep: Class 6 contains 46997 members 
Mstep: Class 7 contains 148657 members 
Mstep: Class 8 contains 38792 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 90739 members 
Mstep: Class 13 contains 52551 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15648 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147565 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 90806 members 
Mstep: Class 20 contains 6842 members 
Mstep: Class 21 contains 59510 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 101002 members 
Mstep: Class 24 contains 34517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104784.000000 Penalty: 53515.957031
Iteration 244Q: 25 clusters Score -1.021048e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 9108 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 5 contains 9855 members 
Mstep: Class 6 contains 46997 members 
Mstep: Class 7 contains 148652 members 
Mstep: Class 8 contains 38793 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15300 members 
Mstep: Class 11 contains 3706 members 
Mstep: Class 12 contains 90759 members 
Mstep: Class 13 contains 51867 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15647 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147569 members 
Mstep: Class 18 contains 3015 members 
Mstep: Class 19 contains 90975 members 
Mstep: Class 20 contains 6824 members 
Mstep: Class 21 contains 59560 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 101422 members 
Mstep: Class 24 contains 34558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104872.000000 Penalty: 53515.957031
Iteration 245Q: 25 clusters Score -1.021049e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 9106 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 9855 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148650 members 
Mstep: Class 8 contains 38794 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15304 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 90771 members 
Mstep: Class 13 contains 51240 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147569 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 91152 members 
Mstep: Class 20 contains 6804 members 
Mstep: Class 21 contains 59601 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 101794 members 
Mstep: Class 24 contains 34602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104512.000000 Penalty: 53515.957031
Iteration 246Q: 25 clusters Score -1.021045e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 9108 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 9854 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148648 members 
Mstep: Class 8 contains 38796 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15313 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 90781 members 
Mstep: Class 13 contains 50603 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15647 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147569 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 91308 members 
Mstep: Class 20 contains 6785 members 
Mstep: Class 21 contains 59641 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 102192 members 
Mstep: Class 24 contains 34642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104432.000000 Penalty: 53515.957031
Iteration 247Q: 25 clusters Score -1.021044e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 9099 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 9854 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148651 members 
Mstep: Class 8 contains 38798 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 90794 members 
Mstep: Class 13 contains 49992 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15647 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147564 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 91418 members 
Mstep: Class 20 contains 6766 members 
Mstep: Class 21 contains 59667 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 102625 members 
Mstep: Class 24 contains 34692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104472.000000 Penalty: 53515.957031
Iteration 248Q: 25 clusters Score -1.021045e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 9092 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 9854 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148651 members 
Mstep: Class 8 contains 38799 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15325 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 90793 members 
Mstep: Class 13 contains 49361 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15647 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147565 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 91523 members 
Mstep: Class 20 contains 6754 members 
Mstep: Class 21 contains 59705 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 103067 members 
Mstep: Class 24 contains 34738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104328.000000 Penalty: 53515.957031
Iteration 249Q: 25 clusters Score -1.021043e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 9082 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 9854 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148650 members 
Mstep: Class 8 contains 38801 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15333 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 90795 members 
Mstep: Class 13 contains 48721 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15647 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147566 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 91657 members 
Mstep: Class 20 contains 6742 members 
Mstep: Class 21 contains 59755 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 103495 members 
Mstep: Class 24 contains 34776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104240.000000 Penalty: 53515.957031
Iteration 250Q: 25 clusters Score -1.021042e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 9074 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 9853 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148650 members 
Mstep: Class 8 contains 38801 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 3724 members 
Mstep: Class 12 contains 90793 members 
Mstep: Class 13 contains 48059 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15647 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147562 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 91806 members 
Mstep: Class 20 contains 6721 members 
Mstep: Class 21 contains 59804 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 103911 members 
Mstep: Class 24 contains 34836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104200.000000 Penalty: 53515.957031
Iteration 251Q: 25 clusters Score -1.021042e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 9073 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148644 members 
Mstep: Class 8 contains 38803 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15365 members 
Mstep: Class 11 contains 3719 members 
Mstep: Class 12 contains 90792 members 
Mstep: Class 13 contains 47392 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15647 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147563 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 91955 members 
Mstep: Class 20 contains 6707 members 
Mstep: Class 21 contains 59872 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 104322 members 
Mstep: Class 24 contains 34889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104160.000000 Penalty: 53515.957031
Iteration 252Q: 25 clusters Score -1.021042e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 9070 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148645 members 
Mstep: Class 8 contains 38808 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 3724 members 
Mstep: Class 12 contains 90789 members 
Mstep: Class 13 contains 46760 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147558 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 92094 members 
Mstep: Class 20 contains 6689 members 
Mstep: Class 21 contains 59954 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 104691 members 
Mstep: Class 24 contains 34942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104168.000000 Penalty: 53515.957031
Iteration 253Q: 25 clusters Score -1.021042e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 9066 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 148649 members 
Mstep: Class 8 contains 38811 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15392 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 90795 members 
Mstep: Class 13 contains 46115 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147553 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 92255 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 59998 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 105072 members 
Mstep: Class 24 contains 35001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104184.000000 Penalty: 53515.957031
Iteration 254Q: 25 clusters Score -1.021042e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 9062 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 9853 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 148651 members 
Mstep: Class 8 contains 38811 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15415 members 
Mstep: Class 11 contains 3726 members 
Mstep: Class 12 contains 90793 members 
Mstep: Class 13 contains 45523 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147551 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 92388 members 
Mstep: Class 20 contains 6649 members 
Mstep: Class 21 contains 60044 members 
Mstep: Class 22 contains 10867 members 
Mstep: Class 23 contains 105438 members 
Mstep: Class 24 contains 35049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104200.000000 Penalty: 53515.957031
Iteration 255Q: 25 clusters Score -1.021042e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 9054 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 9853 members 
Mstep: Class 6 contains 46993 members 
Mstep: Class 7 contains 148653 members 
Mstep: Class 8 contains 38811 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15426 members 
Mstep: Class 11 contains 3730 members 
Mstep: Class 12 contains 90792 members 
Mstep: Class 13 contains 44941 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147552 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 92522 members 
Mstep: Class 20 contains 6636 members 
Mstep: Class 21 contains 60110 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 105791 members 
Mstep: Class 24 contains 35084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104000.000000 Penalty: 53515.957031
Iteration 256Q: 25 clusters Score -1.02104e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 9047 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 9853 members 
Mstep: Class 6 contains 46992 members 
Mstep: Class 7 contains 148653 members 
Mstep: Class 8 contains 38814 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15435 members 
Mstep: Class 11 contains 3728 members 
Mstep: Class 12 contains 90799 members 
Mstep: Class 13 contains 44339 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15647 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147547 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 92673 members 
Mstep: Class 20 contains 6625 members 
Mstep: Class 21 contains 60192 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 106135 members 
Mstep: Class 24 contains 35116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104088.000000 Penalty: 53515.957031
Iteration 257Q: 25 clusters Score -1.021041e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 9040 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 46993 members 
Mstep: Class 7 contains 148649 members 
Mstep: Class 8 contains 38817 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15441 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 90806 members 
Mstep: Class 13 contains 43734 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147550 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 92799 members 
Mstep: Class 20 contains 6609 members 
Mstep: Class 21 contains 60264 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 106486 members 
Mstep: Class 24 contains 35177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104192.000000 Penalty: 53515.957031
Iteration 258Q: 25 clusters Score -1.021042e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 13579 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 148648 members 
Mstep: Class 8 contains 38819 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15451 members 
Mstep: Class 11 contains 3735 members 
Mstep: Class 12 contains 90809 members 
Mstep: Class 13 contains 43126 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147546 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 92907 members 
Mstep: Class 20 contains 6598 members 
Mstep: Class 21 contains 60376 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 106829 members 
Mstep: Class 24 contains 35223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104168.000000 Penalty: 53515.957031
Iteration 259Q: 25 clusters Score -1.021042e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 9040 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 46993 members 
Mstep: Class 7 contains 148648 members 
Mstep: Class 8 contains 38821 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15464 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 90812 members 
Mstep: Class 13 contains 42502 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147542 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 93031 members 
Mstep: Class 20 contains 6592 members 
Mstep: Class 21 contains 60486 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 107169 members 
Mstep: Class 24 contains 35263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104192.000000 Penalty: 53515.957031
Iteration 260F: 25 clusters Score -1.021042e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9037 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 46992 members 
Mstep: Class 7 contains 148646 members 
Mstep: Class 8 contains 38825 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15471 members 
Mstep: Class 11 contains 3725 members 
Mstep: Class 12 contains 90810 members 
Mstep: Class 13 contains 41877 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147541 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 93175 members 
Mstep: Class 20 contains 6579 members 
Mstep: Class 21 contains 60626 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 107487 members 
Mstep: Class 24 contains 35303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103968.000000 Penalty: 53515.957031
Iteration 261Q: 25 clusters Score -1.02104e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 46992 members 
Mstep: Class 7 contains 148642 members 
Mstep: Class 8 contains 38828 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15473 members 
Mstep: Class 11 contains 3724 members 
Mstep: Class 12 contains 90815 members 
Mstep: Class 13 contains 41226 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147542 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 93367 members 
Mstep: Class 20 contains 6569 members 
Mstep: Class 21 contains 60767 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 107776 members 
Mstep: Class 24 contains 35337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103872.000000 Penalty: 53515.957031
Iteration 262Q: 25 clusters Score -1.021039e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9027 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 46993 members 
Mstep: Class 7 contains 148640 members 
Mstep: Class 8 contains 38830 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15483 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 90821 members 
Mstep: Class 13 contains 40666 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147542 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 93570 members 
Mstep: Class 20 contains 6560 members 
Mstep: Class 21 contains 60913 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 107953 members 
Mstep: Class 24 contains 35375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103760.000000 Penalty: 53515.957031
Iteration 263Q: 25 clusters Score -1.021038e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9025 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 9852 members 
Mstep: Class 6 contains 46993 members 
Mstep: Class 7 contains 148634 members 
Mstep: Class 8 contains 38830 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15481 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 90829 members 
Mstep: Class 13 contains 40162 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147545 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 93752 members 
Mstep: Class 20 contains 6551 members 
Mstep: Class 21 contains 61069 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 108108 members 
Mstep: Class 24 contains 35388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103976.000000 Penalty: 53515.957031
Iteration 264Q: 25 clusters Score -1.02104e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9020 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 46993 members 
Mstep: Class 7 contains 148633 members 
Mstep: Class 8 contains 38832 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15478 members 
Mstep: Class 11 contains 3722 members 
Mstep: Class 12 contains 90830 members 
Mstep: Class 13 contains 39691 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15646 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147546 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 93882 members 
Mstep: Class 20 contains 6546 members 
Mstep: Class 21 contains 61253 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 108277 members 
Mstep: Class 24 contains 35393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104048.000000 Penalty: 53515.957031
Iteration 265Q: 25 clusters Score -1.02104e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 9008 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 148630 members 
Mstep: Class 8 contains 38832 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15473 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 90826 members 
Mstep: Class 13 contains 39234 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15645 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147550 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 94022 members 
Mstep: Class 20 contains 6543 members 
Mstep: Class 21 contains 61419 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 108436 members 
Mstep: Class 24 contains 35408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103984.000000 Penalty: 53515.957031
Iteration 266Q: 25 clusters Score -1.02104e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148630 members 
Mstep: Class 8 contains 38832 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15470 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 90842 members 
Mstep: Class 13 contains 38795 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15644 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147550 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 94142 members 
Mstep: Class 20 contains 6534 members 
Mstep: Class 21 contains 61542 members 
Mstep: Class 22 contains 10867 members 
Mstep: Class 23 contains 108610 members 
Mstep: Class 24 contains 35439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103960.000000 Penalty: 53515.957031
Iteration 267Q: 25 clusters Score -1.02104e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 8988 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148628 members 
Mstep: Class 8 contains 38833 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15469 members 
Mstep: Class 11 contains 3724 members 
Mstep: Class 12 contains 90864 members 
Mstep: Class 13 contains 38374 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15643 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147550 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 94250 members 
Mstep: Class 20 contains 6528 members 
Mstep: Class 21 contains 61673 members 
Mstep: Class 22 contains 10868 members 
Mstep: Class 23 contains 108758 members 
Mstep: Class 24 contains 35464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103952.000000 Penalty: 53515.957031
Iteration 268Q: 25 clusters Score -1.02104e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 8977 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148624 members 
Mstep: Class 8 contains 38837 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15462 members 
Mstep: Class 11 contains 3722 members 
Mstep: Class 12 contains 90877 members 
Mstep: Class 13 contains 37947 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15642 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147546 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 94358 members 
Mstep: Class 20 contains 6523 members 
Mstep: Class 21 contains 61823 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 108918 members 
Mstep: Class 24 contains 35486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103672.000000 Penalty: 53515.957031
Iteration 269Q: 25 clusters Score -1.021037e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 8959 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47000 members 
Mstep: Class 7 contains 148618 members 
Mstep: Class 8 contains 38841 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15457 members 
Mstep: Class 11 contains 3726 members 
Mstep: Class 12 contains 90880 members 
Mstep: Class 13 contains 37543 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15645 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147544 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 94463 members 
Mstep: Class 20 contains 6515 members 
Mstep: Class 21 contains 61992 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 109052 members 
Mstep: Class 24 contains 35506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103808.000000 Penalty: 53515.957031
Iteration 270Q: 25 clusters Score -1.021038e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 13580 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47000 members 
Mstep: Class 7 contains 148614 members 
Mstep: Class 8 contains 38842 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15456 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 90889 members 
Mstep: Class 13 contains 37139 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15647 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147545 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 94538 members 
Mstep: Class 20 contains 6507 members 
Mstep: Class 21 contains 62171 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 109187 members 
Mstep: Class 24 contains 35530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103952.000000 Penalty: 53515.957031
Iteration 271Q: 25 clusters Score -1.02104e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 8939 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 148609 members 
Mstep: Class 8 contains 38844 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15456 members 
Mstep: Class 11 contains 3720 members 
Mstep: Class 12 contains 90890 members 
Mstep: Class 13 contains 36756 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147542 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 94604 members 
Mstep: Class 20 contains 6495 members 
Mstep: Class 21 contains 62357 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 109317 members 
Mstep: Class 24 contains 35559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103752.000000 Penalty: 53515.957031
Iteration 272Q: 25 clusters Score -1.021038e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 8924 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 148608 members 
Mstep: Class 8 contains 38847 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15448 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 90902 members 
Mstep: Class 13 contains 36372 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147534 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 94667 members 
Mstep: Class 20 contains 6477 members 
Mstep: Class 21 contains 62549 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 109448 members 
Mstep: Class 24 contains 35597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103840.000000 Penalty: 53515.957031
Iteration 273Q: 25 clusters Score -1.021038e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 8903 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148609 members 
Mstep: Class 8 contains 38849 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15432 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 12 contains 90903 members 
Mstep: Class 13 contains 35982 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15649 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147529 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 94747 members 
Mstep: Class 20 contains 6461 members 
Mstep: Class 21 contains 62735 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 109585 members 
Mstep: Class 24 contains 35637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104032.000000 Penalty: 53515.957031
Iteration 274Q: 25 clusters Score -1.02104e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 8882 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148607 members 
Mstep: Class 8 contains 38851 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15433 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 90908 members 
Mstep: Class 13 contains 35574 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15649 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147527 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 94839 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 62893 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 109735 members 
Mstep: Class 24 contains 35677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104040.000000 Penalty: 53515.957031
Iteration 275Q: 25 clusters Score -1.02104e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 8861 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148604 members 
Mstep: Class 8 contains 38853 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15436 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 90911 members 
Mstep: Class 13 contains 35178 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15649 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147524 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 94926 members 
Mstep: Class 20 contains 6432 members 
Mstep: Class 21 contains 63061 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 109873 members 
Mstep: Class 24 contains 35711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104048.000000 Penalty: 53515.957031
Iteration 276Q: 25 clusters Score -1.02104e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148601 members 
Mstep: Class 8 contains 38854 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15429 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 90919 members 
Mstep: Class 13 contains 34783 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15649 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147526 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 95036 members 
Mstep: Class 20 contains 6411 members 
Mstep: Class 21 contains 63241 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 109954 members 
Mstep: Class 24 contains 35769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104000.000000 Penalty: 53515.957031
Iteration 277Q: 25 clusters Score -1.02104e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 8837 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148595 members 
Mstep: Class 8 contains 38856 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15435 members 
Mstep: Class 11 contains 3711 members 
Mstep: Class 12 contains 90934 members 
Mstep: Class 13 contains 34414 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15649 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147525 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 95233 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 63429 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 109909 members 
Mstep: Class 24 contains 35815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104088.000000 Penalty: 53515.957031
Iteration 278Q: 25 clusters Score -1.021041e+08 nChanged 1254
Entering ConstructFrom: 
Score: -102104088.000000 Penalty: 53515.957031
Entering ConstructFrom: 
Trying to split cluster 1 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -261530.343750 Penalty: 1270.233276
	Iteration 0F: 2 clusters Score -261530.3 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 1256 members 
Entering Unmasked Estep 
Score: -259216.140625 Penalty: 2540.466553
	Iteration 0F: 3 clusters Score -259216.1 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -259885.640625 Penalty: 2540.466553
	Iteration 1F: 3 clusters Score -259885.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -260188.109375 Penalty: 2540.466553
	Iteration 2F: 3 clusters Score -260188.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -260511.640625 Penalty: 2540.466553
	Iteration 3F: 3 clusters Score -260511.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -260835.500000 Penalty: 2540.466553
	Iteration 4F: 3 clusters Score -260835.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -261070.687500 Penalty: 2540.466553
	Iteration 5F: 3 clusters Score -261070.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -261237.234375 Penalty: 2540.466553
	Iteration 6F: 3 clusters Score -261237.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -261339.593750 Penalty: 2540.466553
	Iteration 7Q: 3 clusters Score -261339.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -261387.640625 Penalty: 2540.466553
	Iteration 8Q: 3 clusters Score -261387.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -261417.921875 Penalty: 2540.466553
	Iteration 9Q: 3 clusters Score -261417.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -261430.078125 Penalty: 2540.466553
	Iteration 10Q: 3 clusters Score -261430.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -261437.750000 Penalty: 2540.466553
	Iteration 11Q: 3 clusters Score -261437.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -261440.328125 Penalty: 2540.466553
	Iteration 12Q: 3 clusters Score -261440.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -261443.437500 Penalty: 2540.466553
	Iteration 13Q: 3 clusters Score -261443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -261443.875000 Penalty: 2540.466553
	Iteration 14Q: 3 clusters Score -261443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -261443.875000 Penalty: 2540.466553
	Iteration 15F: 3 clusters Score -261443.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Entering Unmasked Estep 
Score: -454601.093750 Penalty: 1355.362793
	Iteration 0F: 2 clusters Score -454601.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -451163.437500 Penalty: 2710.725586
	Iteration 0F: 3 clusters Score -451163.4 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -452104.906250 Penalty: 2710.725586
	Iteration 1F: 3 clusters Score -452104.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -452360.031250 Penalty: 2710.725586
	Iteration 2F: 3 clusters Score -452360 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -452584.687500 Penalty: 2710.725586
	Iteration 3F: 3 clusters Score -452584.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -452816.250000 Penalty: 2710.725586
	Iteration 4F: 3 clusters Score -452816.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -453069.125000 Penalty: 2710.725586
	Iteration 5F: 3 clusters Score -453069.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -453345.125000 Penalty: 2710.725586
	Iteration 6F: 3 clusters Score -453345.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -453633.531250 Penalty: 2710.725586
	Iteration 7F: 3 clusters Score -453633.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -453944.562500 Penalty: 2710.725586
	Iteration 8F: 3 clusters Score -453944.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -454196.687500 Penalty: 2710.725586
	Iteration 9F: 3 clusters Score -454196.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -454365.312500 Penalty: 2710.725586
	Iteration 10Q: 3 clusters Score -454365.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -454432.625000 Penalty: 2710.725586
	Iteration 11Q: 3 clusters Score -454432.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -454476.093750 Penalty: 2710.725586
	Iteration 12Q: 3 clusters Score -454476.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -454495.437500 Penalty: 2710.725586
	Iteration 13Q: 3 clusters Score -454495.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -454513.750000 Penalty: 2710.725586
	Iteration 14Q: 3 clusters Score -454513.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -454522.562500 Penalty: 2710.725586
	Iteration 15Q: 3 clusters Score -454522.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -454529.250000 Penalty: 2710.725586
	Iteration 16Q: 3 clusters Score -454529.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -454534.406250 Penalty: 2710.725586
	Iteration 17Q: 3 clusters Score -454534.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -454537.343750 Penalty: 2710.725586
	Iteration 18Q: 3 clusters Score -454537.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -454543.937500 Penalty: 2710.725586
	Iteration 19Q: 3 clusters Score -454543.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -454544.281250 Penalty: 2710.725586
	Iteration 20F: 3 clusters Score -454544.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -454546.031250 Penalty: 2710.725586
	Iteration 21Q: 3 clusters Score -454546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -454546.468750 Penalty: 2710.725586
	Iteration 22Q: 3 clusters Score -454546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -454547.687500 Penalty: 2710.725586
	Iteration 23Q: 3 clusters Score -454547.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -454547.437500 Penalty: 2710.725586
	Iteration 24Q: 3 clusters Score -454547.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -454547.437500 Penalty: 2710.725586
	Iteration 25F: 3 clusters Score -454547.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Entering Unmasked Estep 
Score: -1015285.500000 Penalty: 1476.202637
	Iteration 0F: 2 clusters Score -1015286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1008827.625000 Penalty: 2952.405273
	Iteration 0F: 3 clusters Score -1008828 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1010886.125000 Penalty: 2952.405273
	Iteration 1F: 3 clusters Score -1010886 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1011105.375000 Penalty: 2952.405273
	Iteration 2F: 3 clusters Score -1011105 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1011313.875000 Penalty: 2952.405273
	Iteration 3Q: 3 clusters Score -1011314 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1011610.500000 Penalty: 2952.405273
	Iteration 4Q: 3 clusters Score -1011610 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1012094.562500 Penalty: 2952.405273
	Iteration 5F: 3 clusters Score -1012095 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1012772.000000 Penalty: 2952.405273
	Iteration 6F: 3 clusters Score -1012772 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1013518.687500 Penalty: 2952.405273
	Iteration 7F: 3 clusters Score -1013519 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1014276.687500 Penalty: 2952.405273
	Iteration 8F: 3 clusters Score -1014277 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1014791.562500 Penalty: 2952.405273
	Iteration 9F: 3 clusters Score -1014792 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1014980.625000 Penalty: 2952.405273
	Iteration 10Q: 3 clusters Score -1014981 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1015031.937500 Penalty: 2952.405273
	Iteration 11Q: 3 clusters Score -1015032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1015049.375000 Penalty: 2952.405273
	Iteration 12Q: 3 clusters Score -1015049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1015055.187500 Penalty: 2952.405273
	Iteration 13Q: 3 clusters Score -1015055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1015058.125000 Penalty: 2952.405273
	Iteration 14Q: 3 clusters Score -1015058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1015059.937500 Penalty: 2952.405273
	Iteration 15Q: 3 clusters Score -1015060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1015060.250000 Penalty: 2952.405273
	Iteration 16Q: 3 clusters Score -1015060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1015060.750000 Penalty: 2952.405273
	Iteration 17Q: 3 clusters Score -1015061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1015060.750000 Penalty: 2952.405273
	Iteration 18F: 3 clusters Score -1015061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Entering Unmasked Estep 
Score: -1570506.875000 Penalty: 1546.443237
	Iteration 0F: 2 clusters Score -1570507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1560973.500000 Penalty: 3092.886475
	Iteration 0F: 3 clusters Score -1560974 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1564303.250000 Penalty: 3092.886475
	Iteration 1F: 3 clusters Score -1564303 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1564673.375000 Penalty: 3092.886475
	Iteration 2F: 3 clusters Score -1564673 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1564974.875000 Penalty: 3092.886475
	Iteration 3Q: 3 clusters Score -1564975 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1565302.125000 Penalty: 3092.886475
	Iteration 4Q: 3 clusters Score -1565302 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1565660.625000 Penalty: 3092.886475
	Iteration 5Q: 3 clusters Score -1565661 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1566080.750000 Penalty: 3092.886475
	Iteration 6Q: 3 clusters Score -1566081 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1566571.625000 Penalty: 3092.886475
	Iteration 7Q: 3 clusters Score -1566572 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1567067.500000 Penalty: 3092.886475
	Iteration 8Q: 3 clusters Score -1567068 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1567509.750000 Penalty: 3092.886475
	Iteration 9Q: 3 clusters Score -1567510 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1567877.500000 Penalty: 3092.886475
	Iteration 10Q: 3 clusters Score -1567878 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1568140.500000 Penalty: 3092.886475
	Iteration 11Q: 3 clusters Score -1568140 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1568298.750000 Penalty: 3092.886475
	Iteration 12Q: 3 clusters Score -1568299 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1568431.375000 Penalty: 3092.886475
	Iteration 13Q: 3 clusters Score -1568431 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1568528.000000 Penalty: 3092.886475
	Iteration 14Q: 3 clusters Score -1568528 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1568605.875000 Penalty: 3092.886475
	Iteration 15Q: 3 clusters Score -1568606 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1568672.875000 Penalty: 3092.886475
	Iteration 16Q: 3 clusters Score -1568673 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1568728.625000 Penalty: 3092.886475
	Iteration 17Q: 3 clusters Score -1568729 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1568771.250000 Penalty: 3092.886475
	Iteration 18Q: 3 clusters Score -1568771 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1568814.750000 Penalty: 3092.886475
	Iteration 19Q: 3 clusters Score -1568815 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1568842.750000 Penalty: 3092.886475
	Iteration 20F: 3 clusters Score -1568843 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1568861.375000 Penalty: 3092.886475
	Iteration 21Q: 3 clusters Score -1568861 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1568896.000000 Penalty: 3092.886475
	Iteration 22Q: 3 clusters Score -1568896 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1568928.375000 Penalty: 3092.886475
	Iteration 23Q: 3 clusters Score -1568928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1568957.000000 Penalty: 3092.886475
	Iteration 24Q: 3 clusters Score -1568957 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1568980.875000 Penalty: 3092.886475
	Iteration 25Q: 3 clusters Score -1568981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1569008.375000 Penalty: 3092.886475
	Iteration 26Q: 3 clusters Score -1569008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1569037.125000 Penalty: 3092.886475
	Iteration 27Q: 3 clusters Score -1569037 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1569070.250000 Penalty: 3092.886475
	Iteration 28Q: 3 clusters Score -1569070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1569088.375000 Penalty: 3092.886475
	Iteration 29Q: 3 clusters Score -1569088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1569104.125000 Penalty: 3092.886475
	Iteration 30Q: 3 clusters Score -1569104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1569114.500000 Penalty: 3092.886475
	Iteration 31Q: 3 clusters Score -1569114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1569120.625000 Penalty: 3092.886475
	Iteration 32Q: 3 clusters Score -1569121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1569130.375000 Penalty: 3092.886475
	Iteration 33Q: 3 clusters Score -1569130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1569140.375000 Penalty: 3092.886475
	Iteration 34Q: 3 clusters Score -1569140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1569153.500000 Penalty: 3092.886475
	Iteration 35Q: 3 clusters Score -1569154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1569165.875000 Penalty: 3092.886475
	Iteration 36Q: 3 clusters Score -1569166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1569180.250000 Penalty: 3092.886475
	Iteration 37Q: 3 clusters Score -1569180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1569189.750000 Penalty: 3092.886475
	Iteration 38Q: 3 clusters Score -1569190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1569198.500000 Penalty: 3092.886475
	Iteration 39Q: 3 clusters Score -1569198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1569216.125000 Penalty: 3092.886475
	Iteration 40F: 3 clusters Score -1569216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1569226.250000 Penalty: 3092.886475
	Iteration 41Q: 3 clusters Score -1569226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1569232.250000 Penalty: 3092.886475
	Iteration 42Q: 3 clusters Score -1569232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1569236.375000 Penalty: 3092.886475
	Iteration 43Q: 3 clusters Score -1569236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1569237.500000 Penalty: 3092.886475
	Iteration 44Q: 3 clusters Score -1569238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1569236.500000 Penalty: 3092.886475
	Iteration 45Q: 3 clusters Score -1569236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1569241.375000 Penalty: 3092.886475
	Iteration 46Q: 3 clusters Score -1569241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1569243.750000 Penalty: 3092.886475
	Iteration 47Q: 3 clusters Score -1569244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1569246.000000 Penalty: 3092.886475
	Iteration 48Q: 3 clusters Score -1569246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1569245.125000 Penalty: 3092.886475
	Iteration 49Q: 3 clusters Score -1569245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1569247.125000 Penalty: 3092.886475
	Iteration 50Q: 3 clusters Score -1569247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1569247.125000 Penalty: 3092.886475
	Iteration 51F: 3 clusters Score -1569247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Entering Unmasked Estep 
Score: -1124140.000000 Penalty: 1494.174927
	Iteration 0F: 2 clusters Score -1124140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1117085.625000 Penalty: 2988.349854
	Iteration 0F: 3 clusters Score -1117086 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1119325.625000 Penalty: 2988.349854
	Iteration 1F: 3 clusters Score -1119326 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1119590.625000 Penalty: 2988.349854
	Iteration 2F: 3 clusters Score -1119591 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1119854.625000 Penalty: 2988.349854
	Iteration 3F: 3 clusters Score -1119855 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1120129.000000 Penalty: 2988.349854
	Iteration 4F: 3 clusters Score -1120129 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1120453.000000 Penalty: 2988.349854
	Iteration 5F: 3 clusters Score -1120453 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1120848.500000 Penalty: 2988.349854
	Iteration 6F: 3 clusters Score -1120848 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1121295.125000 Penalty: 2988.349854
	Iteration 7F: 3 clusters Score -1121295 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1121715.625000 Penalty: 2988.349854
	Iteration 8F: 3 clusters Score -1121716 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1122129.500000 Penalty: 2988.349854
	Iteration 9Q: 3 clusters Score -1122130 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1122427.250000 Penalty: 2988.349854
	Iteration 10Q: 3 clusters Score -1122427 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1122612.875000 Penalty: 2988.349854
	Iteration 11Q: 3 clusters Score -1122613 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1122728.875000 Penalty: 2988.349854
	Iteration 12Q: 3 clusters Score -1122729 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1122779.750000 Penalty: 2988.349854
	Iteration 13Q: 3 clusters Score -1122780 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1122817.875000 Penalty: 2988.349854
	Iteration 14Q: 3 clusters Score -1122818 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1122845.375000 Penalty: 2988.349854
	Iteration 15Q: 3 clusters Score -1122845 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1122862.750000 Penalty: 2988.349854
	Iteration 16Q: 3 clusters Score -1122863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1122877.625000 Penalty: 2988.349854
	Iteration 17Q: 3 clusters Score -1122878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1122888.500000 Penalty: 2988.349854
	Iteration 18Q: 3 clusters Score -1122888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1122897.500000 Penalty: 2988.349854
	Iteration 19Q: 3 clusters Score -1122898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1122900.000000 Penalty: 2988.349854
	Iteration 20F: 3 clusters Score -1122900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1122906.250000 Penalty: 2988.349854
	Iteration 21Q: 3 clusters Score -1122906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1122911.000000 Penalty: 2988.349854
	Iteration 22Q: 3 clusters Score -1122911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1122911.875000 Penalty: 2988.349854
	Iteration 23Q: 3 clusters Score -1122912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1122913.500000 Penalty: 2988.349854
	Iteration 24Q: 3 clusters Score -1122914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1122916.750000 Penalty: 2988.349854
	Iteration 25Q: 3 clusters Score -1122917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1122919.375000 Penalty: 2988.349854
	Iteration 26Q: 3 clusters Score -1122919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1122921.250000 Penalty: 2988.349854
	Iteration 27Q: 3 clusters Score -1122921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1122925.750000 Penalty: 2988.349854
	Iteration 28Q: 3 clusters Score -1122926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1122926.375000 Penalty: 2988.349854
	Iteration 29Q: 3 clusters Score -1122926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1122932.500000 Penalty: 2988.349854
	Iteration 30Q: 3 clusters Score -1122932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1122937.250000 Penalty: 2988.349854
	Iteration 31Q: 3 clusters Score -1122937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1122943.125000 Penalty: 2988.349854
	Iteration 32Q: 3 clusters Score -1122943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1122945.125000 Penalty: 2988.349854
	Iteration 33Q: 3 clusters Score -1122945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1122945.750000 Penalty: 2988.349854
	Iteration 34Q: 3 clusters Score -1122946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1122950.250000 Penalty: 2988.349854
	Iteration 35Q: 3 clusters Score -1122950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1122951.000000 Penalty: 2988.349854
	Iteration 36Q: 3 clusters Score -1122951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1122952.750000 Penalty: 2988.349854
	Iteration 37Q: 3 clusters Score -1122953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1122952.125000 Penalty: 2988.349854
	Iteration 38Q: 3 clusters Score -1122952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1122953.625000 Penalty: 2988.349854
	Iteration 39Q: 3 clusters Score -1122954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1122952.625000 Penalty: 2988.349854
	Iteration 40F: 3 clusters Score -1122953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1122953.625000 Penalty: 2988.349854
	Iteration 41Q: 3 clusters Score -1122954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1122953.625000 Penalty: 2988.349854
	Iteration 42F: 3 clusters Score -1122954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Entering Unmasked Estep 
Score: -5389925.500000 Penalty: 1748.183472
	Iteration 0F: 2 clusters Score -5389926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -5358588.000000 Penalty: 3496.366943
	Iteration 0F: 3 clusters Score -5358588 nChanged 22048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -5370825.500000 Penalty: 3496.366943
	Iteration 1F: 3 clusters Score -5370826 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -5371438.500000 Penalty: 3496.366943
	Iteration 2Q: 3 clusters Score -5371438 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -5372166.500000 Penalty: 3496.366943
	Iteration 3Q: 3 clusters Score -5372166 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -5373287.000000 Penalty: 3496.366943
	Iteration 4Q: 3 clusters Score -5373287 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -5374911.000000 Penalty: 3496.366943
	Iteration 5F: 3 clusters Score -5374911 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -5377246.500000 Penalty: 3496.366943
	Iteration 6F: 3 clusters Score -5377246 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -5379959.000000 Penalty: 3496.366943
	Iteration 7F: 3 clusters Score -5379959 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -5382368.000000 Penalty: 3496.366943
	Iteration 8F: 3 clusters Score -5382368 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -5384042.500000 Penalty: 3496.366943
	Iteration 9Q: 3 clusters Score -5384042 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5385221.000000 Penalty: 3496.366943
	Iteration 10Q: 3 clusters Score -5385221 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -5386201.000000 Penalty: 3496.366943
	Iteration 11Q: 3 clusters Score -5386201 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -5386838.000000 Penalty: 3496.366943
	Iteration 12Q: 3 clusters Score -5386838 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -5387224.500000 Penalty: 3496.366943
	Iteration 13Q: 3 clusters Score -5387224 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -5387472.000000 Penalty: 3496.366943
	Iteration 14Q: 3 clusters Score -5387472 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -5387661.000000 Penalty: 3496.366943
	Iteration 15Q: 3 clusters Score -5387661 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -5387783.500000 Penalty: 3496.366943
	Iteration 16Q: 3 clusters Score -5387784 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -5387876.500000 Penalty: 3496.366943
	Iteration 17Q: 3 clusters Score -5387876 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -5387970.500000 Penalty: 3496.366943
	Iteration 18Q: 3 clusters Score -5387970 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -5388036.000000 Penalty: 3496.366943
	Iteration 19Q: 3 clusters Score -5388036 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -5388108.500000 Penalty: 3496.366943
	Iteration 20F: 3 clusters Score -5388108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -5388156.500000 Penalty: 3496.366943
	Iteration 21Q: 3 clusters Score -5388156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -5388191.000000 Penalty: 3496.366943
	Iteration 22Q: 3 clusters Score -5388191 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -5388207.500000 Penalty: 3496.366943
	Iteration 23Q: 3 clusters Score -5388208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -5388230.000000 Penalty: 3496.366943
	Iteration 24Q: 3 clusters Score -5388230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -5388248.000000 Penalty: 3496.366943
	Iteration 25Q: 3 clusters Score -5388248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -5388281.000000 Penalty: 3496.366943
	Iteration 26Q: 3 clusters Score -5388281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -5388285.500000 Penalty: 3496.366943
	Iteration 27Q: 3 clusters Score -5388286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -5388297.000000 Penalty: 3496.366943
	Iteration 28Q: 3 clusters Score -5388297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -5388300.000000 Penalty: 3496.366943
	Iteration 29Q: 3 clusters Score -5388300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -5388305.500000 Penalty: 3496.366943
	Iteration 30Q: 3 clusters Score -5388306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -5388312.500000 Penalty: 3496.366943
	Iteration 31Q: 3 clusters Score -5388312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -5388328.500000 Penalty: 3496.366943
	Iteration 32Q: 3 clusters Score -5388328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -5388335.500000 Penalty: 3496.366943
	Iteration 33Q: 3 clusters Score -5388336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -5388348.500000 Penalty: 3496.366943
	Iteration 34Q: 3 clusters Score -5388348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -5388367.500000 Penalty: 3496.366943
	Iteration 35Q: 3 clusters Score -5388368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -5388377.000000 Penalty: 3496.366943
	Iteration 36Q: 3 clusters Score -5388377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -5388379.000000 Penalty: 3496.366943
	Iteration 37Q: 3 clusters Score -5388379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -5388382.500000 Penalty: 3496.366943
	Iteration 38Q: 3 clusters Score -5388382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -5388389.500000 Penalty: 3496.366943
	Iteration 39Q: 3 clusters Score -5388390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -5388389.500000 Penalty: 3496.366943
	Iteration 40F: 3 clusters Score -5388390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -5388399.000000 Penalty: 3496.366943
	Iteration 41Q: 3 clusters Score -5388399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -5388405.000000 Penalty: 3496.366943
	Iteration 42Q: 3 clusters Score -5388405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -5388411.500000 Penalty: 3496.366943
	Iteration 43Q: 3 clusters Score -5388412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -5388413.500000 Penalty: 3496.366943
	Iteration 44Q: 3 clusters Score -5388414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -5388411.500000 Penalty: 3496.366943
	Iteration 45Q: 3 clusters Score -5388412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -5388410.500000 Penalty: 3496.366943
	Iteration 46Q: 3 clusters Score -5388410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -5388406.000000 Penalty: 3496.366943
	Iteration 47Q: 3 clusters Score -5388406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -5388417.000000 Penalty: 3496.366943
	Iteration 48Q: 3 clusters Score -5388417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -5388418.500000 Penalty: 3496.366943
	Iteration 49Q: 3 clusters Score -5388418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -5388423.500000 Penalty: 3496.366943
	Iteration 50Q: 3 clusters Score -5388424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -5388422.000000 Penalty: 3496.366943
	Iteration 51Q: 3 clusters Score -5388422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -5388432.000000 Penalty: 3496.366943
	Iteration 52Q: 3 clusters Score -5388432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -5388439.500000 Penalty: 3496.366943
	Iteration 53Q: 3 clusters Score -5388440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -5388441.500000 Penalty: 3496.366943
	Iteration 54Q: 3 clusters Score -5388442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -5388443.000000 Penalty: 3496.366943
	Iteration 55Q: 3 clusters Score -5388443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -5388435.500000 Penalty: 3496.366943
	Iteration 56Q: 3 clusters Score -5388436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -5388436.500000 Penalty: 3496.366943
	Iteration 57Q: 3 clusters Score -5388436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -5388443.000000 Penalty: 3496.366943
	Iteration 58Q: 3 clusters Score -5388443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -5388448.000000 Penalty: 3496.366943
	Iteration 59Q: 3 clusters Score -5388448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -5388447.000000 Penalty: 3496.366943
	Iteration 60F: 3 clusters Score -5388447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -5388450.500000 Penalty: 3496.366943
	Iteration 61Q: 3 clusters Score -5388450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -5388450.500000 Penalty: 3496.366943
	Iteration 62Q: 3 clusters Score -5388450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -5388457.000000 Penalty: 3496.366943
	Iteration 63Q: 3 clusters Score -5388457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -5388455.000000 Penalty: 3496.366943
	Iteration 64Q: 3 clusters Score -5388455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -5388455.000000 Penalty: 3496.366943
	Iteration 65Q: 3 clusters Score -5388455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -5388454.500000 Penalty: 3496.366943
	Iteration 66Q: 3 clusters Score -5388454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -5388454.000000 Penalty: 3496.366943
	Iteration 67Q: 3 clusters Score -5388454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -5388454.000000 Penalty: 3496.366943
	Iteration 68F: 3 clusters Score -5388454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (148590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148590 members 
Entering Unmasked Estep 
Score: -16782120.000000 Penalty: 1935.203735
	Iteration 0F: 2 clusters Score -1.678212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 74608 members 
Entering Unmasked Estep 
Score: -16683500.000000 Penalty: 3870.407471
	Iteration 0F: 3 clusters Score -1.66835e+07 nChanged 71822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -16726988.000000 Penalty: 3870.407471
	Iteration 1F: 3 clusters Score -1.672699e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 83847 members 
Entering Unmasked Estep 
Score: -16729081.000000 Penalty: 3870.407471
	Iteration 2Q: 3 clusters Score -1.672908e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60072 members 
Mstep: Class 2 contains 88518 members 
Entering Unmasked Estep 
Score: -16733013.000000 Penalty: 3870.407471
	Iteration 3Q: 3 clusters Score -1.673301e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -16738911.000000 Penalty: 3870.407471
	Iteration 4F: 3 clusters Score -1.673891e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 101868 members 
Entering Unmasked Estep 
Score: -16746364.000000 Penalty: 3870.407471
	Iteration 5F: 3 clusters Score -1.674636e+07 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 109315 members 
Entering Unmasked Estep 
Score: -16754046.000000 Penalty: 3870.407471
	Iteration 6F: 3 clusters Score -1.675405e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 115959 members 
Entering Unmasked Estep 
Score: -16760569.000000 Penalty: 3870.407471
	Iteration 7F: 3 clusters Score -1.676057e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 121275 members 
Entering Unmasked Estep 
Score: -16765721.000000 Penalty: 3870.407471
	Iteration 8Q: 3 clusters Score -1.676572e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 125284 members 
Entering Unmasked Estep 
Score: -16769161.000000 Penalty: 3870.407471
	Iteration 9Q: 3 clusters Score -1.676916e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 128537 members 
Entering Unmasked Estep 
Score: -16771606.000000 Penalty: 3870.407471
	Iteration 10Q: 3 clusters Score -1.677161e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 131263 members 
Entering Unmasked Estep 
Score: -16773404.000000 Penalty: 3870.407471
	Iteration 11Q: 3 clusters Score -1.67734e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 133643 members 
Entering Unmasked Estep 
Score: -16775004.000000 Penalty: 3870.407471
	Iteration 12Q: 3 clusters Score -1.6775e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 135738 members 
Entering Unmasked Estep 
Score: -16776340.000000 Penalty: 3870.407471
	Iteration 13Q: 3 clusters Score -1.677634e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 137529 members 
Entering Unmasked Estep 
Score: -16777602.000000 Penalty: 3870.407471
	Iteration 14Q: 3 clusters Score -1.67776e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 139008 members 
Entering Unmasked Estep 
Score: -16778614.000000 Penalty: 3870.407471
	Iteration 15Q: 3 clusters Score -1.677861e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 140203 members 
Entering Unmasked Estep 
Score: -16779488.000000 Penalty: 3870.407471
	Iteration 16Q: 3 clusters Score -1.677949e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 141174 members 
Entering Unmasked Estep 
Score: -16780096.000000 Penalty: 3870.407471
	Iteration 17Q: 3 clusters Score -1.67801e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 141885 members 
Entering Unmasked Estep 
Score: -16780472.000000 Penalty: 3870.407471
	Iteration 18Q: 3 clusters Score -1.678047e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 142469 members 
Entering Unmasked Estep 
Score: -16780788.000000 Penalty: 3870.407471
	Iteration 19Q: 3 clusters Score -1.678079e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 142938 members 
Entering Unmasked Estep 
Score: -16781052.000000 Penalty: 3870.407471
	Iteration 20F: 3 clusters Score -1.678105e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 143313 members 
Entering Unmasked Estep 
Score: -16781114.000000 Penalty: 3870.407471
	Iteration 21Q: 3 clusters Score -1.678111e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 143646 members 
Entering Unmasked Estep 
Score: -16781238.000000 Penalty: 3870.407471
	Iteration 22Q: 3 clusters Score -1.678124e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 143917 members 
Entering Unmasked Estep 
Score: -16781286.000000 Penalty: 3870.407471
	Iteration 23Q: 3 clusters Score -1.678129e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 144151 members 
Entering Unmasked Estep 
Score: -16781300.000000 Penalty: 3870.407471
	Iteration 24Q: 3 clusters Score -1.67813e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 144377 members 
Entering Unmasked Estep 
Score: -16781372.000000 Penalty: 3870.407471
	Iteration 25Q: 3 clusters Score -1.678137e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 144550 members 
Entering Unmasked Estep 
Score: -16781436.000000 Penalty: 3870.407471
	Iteration 26Q: 3 clusters Score -1.678144e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 144696 members 
Entering Unmasked Estep 
Score: -16781462.000000 Penalty: 3870.407471
	Iteration 27Q: 3 clusters Score -1.678146e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 144825 members 
Entering Unmasked Estep 
Score: -16781476.000000 Penalty: 3870.407471
	Iteration 28Q: 3 clusters Score -1.678148e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 144933 members 
Entering Unmasked Estep 
Score: -16781516.000000 Penalty: 3870.407471
	Iteration 29Q: 3 clusters Score -1.678152e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 145008 members 
Entering Unmasked Estep 
Score: -16781538.000000 Penalty: 3870.407471
	Iteration 30Q: 3 clusters Score -1.678154e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 145078 members 
Entering Unmasked Estep 
Score: -16781562.000000 Penalty: 3870.407471
	Iteration 31Q: 3 clusters Score -1.678156e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 145141 members 
Entering Unmasked Estep 
Score: -16781580.000000 Penalty: 3870.407471
	Iteration 32Q: 3 clusters Score -1.678158e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 145200 members 
Entering Unmasked Estep 
Score: -16781614.000000 Penalty: 3870.407471
	Iteration 33Q: 3 clusters Score -1.678161e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 145243 members 
Entering Unmasked Estep 
Score: -16781630.000000 Penalty: 3870.407471
	Iteration 34Q: 3 clusters Score -1.678163e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 145281 members 
Entering Unmasked Estep 
Score: -16781650.000000 Penalty: 3870.407471
	Iteration 35Q: 3 clusters Score -1.678165e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 145317 members 
Entering Unmasked Estep 
Score: -16781638.000000 Penalty: 3870.407471
	Iteration 36Q: 3 clusters Score -1.678164e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 145345 members 
Entering Unmasked Estep 
Score: -16781640.000000 Penalty: 3870.407471
	Iteration 37Q: 3 clusters Score -1.678164e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 145374 members 
Entering Unmasked Estep 
Score: -16781662.000000 Penalty: 3870.407471
	Iteration 38Q: 3 clusters Score -1.678166e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 145401 members 
Entering Unmasked Estep 
Score: -16781670.000000 Penalty: 3870.407471
	Iteration 39Q: 3 clusters Score -1.678167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 145421 members 
Entering Unmasked Estep 
Score: -16781680.000000 Penalty: 3870.407471
	Iteration 40F: 3 clusters Score -1.678168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 145438 members 
Entering Unmasked Estep 
Score: -16781680.000000 Penalty: 3870.407471
	Iteration 41Q: 3 clusters Score -1.678168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 145449 members 
Entering Unmasked Estep 
Score: -16781668.000000 Penalty: 3870.407471
	Iteration 42Q: 3 clusters Score -1.678167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 145461 members 
Entering Unmasked Estep 
Score: -16781678.000000 Penalty: 3870.407471
	Iteration 43Q: 3 clusters Score -1.678168e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 145481 members 
Entering Unmasked Estep 
Score: -16781676.000000 Penalty: 3870.407471
	Iteration 44Q: 3 clusters Score -1.678168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 145502 members 
Entering Unmasked Estep 
Score: -16781676.000000 Penalty: 3870.407471
	Iteration 45Q: 3 clusters Score -1.678168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 145516 members 
Entering Unmasked Estep 
Score: -16781682.000000 Penalty: 3870.407471
	Iteration 46Q: 3 clusters Score -1.678168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 145531 members 
Entering Unmasked Estep 
Score: -16781658.000000 Penalty: 3870.407471
	Iteration 47Q: 3 clusters Score -1.678166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 145549 members 
Entering Unmasked Estep 
Score: -16781672.000000 Penalty: 3870.407471
	Iteration 48Q: 3 clusters Score -1.678167e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 145566 members 
Entering Unmasked Estep 
Score: -16781688.000000 Penalty: 3870.407471
	Iteration 49Q: 3 clusters Score -1.678169e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 145581 members 
Entering Unmasked Estep 
Score: -16781682.000000 Penalty: 3870.407471
	Iteration 50Q: 3 clusters Score -1.678168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 145594 members 
Entering Unmasked Estep 
Score: -16781682.000000 Penalty: 3870.407471
	Iteration 51Q: 3 clusters Score -1.678168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 145601 members 
Entering Unmasked Estep 
Score: -16781678.000000 Penalty: 3870.407471
	Iteration 52Q: 3 clusters Score -1.678168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 145608 members 
Entering Unmasked Estep 
Score: -16781682.000000 Penalty: 3870.407471
	Iteration 53Q: 3 clusters Score -1.678168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 145611 members 
Entering Unmasked Estep 
Score: -16781688.000000 Penalty: 3870.407471
	Iteration 54Q: 3 clusters Score -1.678169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 145613 members 
Entering Unmasked Estep 
Score: -16781698.000000 Penalty: 3870.407471
	Iteration 55Q: 3 clusters Score -1.67817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 145615 members 
Entering Unmasked Estep 
Score: -16781700.000000 Penalty: 3870.407471
	Iteration 56Q: 3 clusters Score -1.67817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 145621 members 
Entering Unmasked Estep 
Score: -16781700.000000 Penalty: 3870.407471
	Iteration 57Q: 3 clusters Score -1.67817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 145624 members 
Entering Unmasked Estep 
Score: -16781694.000000 Penalty: 3870.407471
	Iteration 58Q: 3 clusters Score -1.678169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 145627 members 
Entering Unmasked Estep 
Score: -16781704.000000 Penalty: 3870.407471
	Iteration 59Q: 3 clusters Score -1.67817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 145627 members 
Entering Unmasked Estep 
Score: -16781704.000000 Penalty: 3870.407471
	Iteration 60F: 3 clusters Score -1.67817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Entering Unmasked Estep 
Score: -4292759.500000 Penalty: 1717.242065
	Iteration 0F: 2 clusters Score -4292760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -4266662.000000 Penalty: 3434.484131
	Iteration 0F: 3 clusters Score -4266662 nChanged 18130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4276943.000000 Penalty: 3434.484131
	Iteration 1F: 3 clusters Score -4276943 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4277609.500000 Penalty: 3434.484131
	Iteration 2Q: 3 clusters Score -4277610 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -4278428.500000 Penalty: 3434.484131
	Iteration 3Q: 3 clusters Score -4278428 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -4279763.000000 Penalty: 3434.484131
	Iteration 4F: 3 clusters Score -4279763 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -4281669.000000 Penalty: 3434.484131
	Iteration 5F: 3 clusters Score -4281669 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -4283788.000000 Penalty: 3434.484131
	Iteration 6F: 3 clusters Score -4283788 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -4285513.500000 Penalty: 3434.484131
	Iteration 7F: 3 clusters Score -4285514 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -4286592.000000 Penalty: 3434.484131
	Iteration 8F: 3 clusters Score -4286592 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -4287262.500000 Penalty: 3434.484131
	Iteration 9Q: 3 clusters Score -4287262 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -4287728.000000 Penalty: 3434.484131
	Iteration 10Q: 3 clusters Score -4287728 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -4288237.500000 Penalty: 3434.484131
	Iteration 11Q: 3 clusters Score -4288238 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4289324.000000 Penalty: 3434.484131
	Iteration 12Q: 3 clusters Score -4289324 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -4290720.500000 Penalty: 3434.484131
	Iteration 13Q: 3 clusters Score -4290720 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4290952.500000 Penalty: 3434.484131
	Iteration 14Q: 3 clusters Score -4290952 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -4291057.000000 Penalty: 3434.484131
	Iteration 15Q: 3 clusters Score -4291057 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -4291130.000000 Penalty: 3434.484131
	Iteration 16Q: 3 clusters Score -4291130 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4291175.500000 Penalty: 3434.484131
	Iteration 17Q: 3 clusters Score -4291176 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -4291220.000000 Penalty: 3434.484131
	Iteration 18Q: 3 clusters Score -4291220 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -4291248.000000 Penalty: 3434.484131
	Iteration 19Q: 3 clusters Score -4291248 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -4291280.000000 Penalty: 3434.484131
	Iteration 20F: 3 clusters Score -4291280 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -4291308.000000 Penalty: 3434.484131
	Iteration 21Q: 3 clusters Score -4291308 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4291344.500000 Penalty: 3434.484131
	Iteration 22Q: 3 clusters Score -4291344 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -4291367.500000 Penalty: 3434.484131
	Iteration 23Q: 3 clusters Score -4291368 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -4291396.500000 Penalty: 3434.484131
	Iteration 24Q: 3 clusters Score -4291396 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -4291420.500000 Penalty: 3434.484131
	Iteration 25Q: 3 clusters Score -4291420 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -4291433.500000 Penalty: 3434.484131
	Iteration 26Q: 3 clusters Score -4291434 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -4291451.000000 Penalty: 3434.484131
	Iteration 27Q: 3 clusters Score -4291451 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -4291470.500000 Penalty: 3434.484131
	Iteration 28Q: 3 clusters Score -4291470 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -4291483.500000 Penalty: 3434.484131
	Iteration 29Q: 3 clusters Score -4291484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -4291488.000000 Penalty: 3434.484131
	Iteration 30Q: 3 clusters Score -4291488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4291517.000000 Penalty: 3434.484131
	Iteration 31Q: 3 clusters Score -4291517 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -4291530.500000 Penalty: 3434.484131
	Iteration 32Q: 3 clusters Score -4291530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -4291537.000000 Penalty: 3434.484131
	Iteration 33Q: 3 clusters Score -4291537 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -4291546.500000 Penalty: 3434.484131
	Iteration 34Q: 3 clusters Score -4291546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4291553.000000 Penalty: 3434.484131
	Iteration 35Q: 3 clusters Score -4291553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -4291560.000000 Penalty: 3434.484131
	Iteration 36Q: 3 clusters Score -4291560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4291553.000000 Penalty: 3434.484131
	Iteration 37Q: 3 clusters Score -4291553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -4291567.000000 Penalty: 3434.484131
	Iteration 38Q: 3 clusters Score -4291567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -4291569.500000 Penalty: 3434.484131
	Iteration 39Q: 3 clusters Score -4291570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -4291573.500000 Penalty: 3434.484131
	Iteration 40F: 3 clusters Score -4291574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4291579.500000 Penalty: 3434.484131
	Iteration 41Q: 3 clusters Score -4291580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -4291576.500000 Penalty: 3434.484131
	Iteration 42Q: 3 clusters Score -4291576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -4291578.000000 Penalty: 3434.484131
	Iteration 43Q: 3 clusters Score -4291578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -4291581.000000 Penalty: 3434.484131
	Iteration 44Q: 3 clusters Score -4291581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -4291584.000000 Penalty: 3434.484131
	Iteration 45Q: 3 clusters Score -4291584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -4291589.000000 Penalty: 3434.484131
	Iteration 46Q: 3 clusters Score -4291589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -4291592.000000 Penalty: 3434.484131
	Iteration 47Q: 3 clusters Score -4291592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -4291592.000000 Penalty: 3434.484131
	Iteration 48Q: 3 clusters Score -4291592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -4291592.000000 Penalty: 3434.484131
	Iteration 49Q: 3 clusters Score -4291592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4291594.500000 Penalty: 3434.484131
	Iteration 50Q: 3 clusters Score -4291594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -4291594.500000 Penalty: 3434.484131
	Iteration 51Q: 3 clusters Score -4291594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -4291593.500000 Penalty: 3434.484131
	Iteration 52Q: 3 clusters Score -4291594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -4291589.500000 Penalty: 3434.484131
	Iteration 53Q: 3 clusters Score -4291590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -4291597.500000 Penalty: 3434.484131
	Iteration 54Q: 3 clusters Score -4291598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -4291595.500000 Penalty: 3434.484131
	Iteration 55Q: 3 clusters Score -4291596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -4291595.500000 Penalty: 3434.484131
	Iteration 56Q: 3 clusters Score -4291596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -4291600.500000 Penalty: 3434.484131
	Iteration 57Q: 3 clusters Score -4291600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -4291602.500000 Penalty: 3434.484131
	Iteration 58Q: 3 clusters Score -4291602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -4291608.000000 Penalty: 3434.484131
	Iteration 59Q: 3 clusters Score -4291608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -4291609.500000 Penalty: 3434.484131
	Iteration 60F: 3 clusters Score -4291610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -4291603.500000 Penalty: 3434.484131
	Iteration 61Q: 3 clusters Score -4291604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4291607.000000 Penalty: 3434.484131
	Iteration 62Q: 3 clusters Score -4291607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -4291611.500000 Penalty: 3434.484131
	Iteration 63Q: 3 clusters Score -4291612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -4291610.000000 Penalty: 3434.484131
	Iteration 64Q: 3 clusters Score -4291610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -4291610.000000 Penalty: 3434.484131
	Iteration 65Q: 3 clusters Score -4291610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -4291610.000000 Penalty: 3434.484131
	Iteration 66Q: 3 clusters Score -4291610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -4291612.000000 Penalty: 3434.484131
	Iteration 67Q: 3 clusters Score -4291612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -4291607.000000 Penalty: 3434.484131
	Iteration 68Q: 3 clusters Score -4291607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -4291607.000000 Penalty: 3434.484131
	Iteration 69Q: 3 clusters Score -4291607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -4291607.000000 Penalty: 3434.484131
	Iteration 70F: 3 clusters Score -4291607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -91110.593750 Penalty: 1106.109741
	Iteration 0F: 2 clusters Score -91110.59 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 472 members 
Entering Unmasked Estep 
Score: -89837.625000 Penalty: 2212.219482
	Iteration 0F: 3 clusters Score -89837.62 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -90233.351562 Penalty: 2212.219482
	Iteration 1F: 3 clusters Score -90233.35 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90384.070312 Penalty: 2212.219482
	Iteration 2F: 3 clusters Score -90384.07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90461.054688 Penalty: 2212.219482
	Iteration 3F: 3 clusters Score -90461.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90503.773438 Penalty: 2212.219482
	Iteration 4Q: 3 clusters Score -90503.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -90529.718750 Penalty: 2212.219482
	Iteration 5Q: 3 clusters Score -90529.72 nChanged 15
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: -90543.093750 Penalty: 2212.219482
	Iteration 6Q: 3 clusters Score -90543.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90549.742188 Penalty: 2212.219482
	Iteration 7Q: 3 clusters Score -90549.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -90557.570312 Penalty: 2212.219482
	Iteration 8Q: 3 clusters Score -90557.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -90570.109375 Penalty: 2212.219482
	Iteration 9Q: 3 clusters Score -90570.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90579.890625 Penalty: 2212.219482
	Iteration 10Q: 3 clusters Score -90579.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -90582.781250 Penalty: 2212.219482
	Iteration 11Q: 3 clusters Score -90582.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -90586.343750 Penalty: 2212.219482
	Iteration 12Q: 3 clusters Score -90586.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -90588.867188 Penalty: 2212.219482
	Iteration 13Q: 3 clusters Score -90588.87 nChanged 1
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: -90590.085938 Penalty: 2212.219482
	Iteration 14Q: 3 clusters Score -90590.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -90590.882812 Penalty: 2212.219482
	Iteration 15Q: 3 clusters Score -90590.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -90595.335938 Penalty: 2212.219482
	Iteration 16Q: 3 clusters Score -90595.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -90596.023438 Penalty: 2212.219482
	Iteration 17Q: 3 clusters Score -90596.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -90596.023438 Penalty: 2212.219482
	Iteration 18F: 3 clusters Score -90596.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1713268.500000 Penalty: 1567.266602
	Iteration 0F: 2 clusters Score -1713268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1702547.375000 Penalty: 3134.533203
	Iteration 0F: 3 clusters Score -1702547 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1706195.500000 Penalty: 3134.533203
	Iteration 1F: 3 clusters Score -1706196 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1706438.625000 Penalty: 3134.533203
	Iteration 2Q: 3 clusters Score -1706439 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1706637.000000 Penalty: 3134.533203
	Iteration 3Q: 3 clusters Score -1706637 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1706794.500000 Penalty: 3134.533203
	Iteration 4Q: 3 clusters Score -1706794 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1706944.875000 Penalty: 3134.533203
	Iteration 5Q: 3 clusters Score -1706945 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1707114.375000 Penalty: 3134.533203
	Iteration 6Q: 3 clusters Score -1707114 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1707311.000000 Penalty: 3134.533203
	Iteration 7Q: 3 clusters Score -1707311 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1707568.125000 Penalty: 3134.533203
	Iteration 8Q: 3 clusters Score -1707568 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1707892.000000 Penalty: 3134.533203
	Iteration 9Q: 3 clusters Score -1707892 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1708371.000000 Penalty: 3134.533203
	Iteration 10F: 3 clusters Score -1708371 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1709036.750000 Penalty: 3134.533203
	Iteration 11F: 3 clusters Score -1709037 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1709810.000000 Penalty: 3134.533203
	Iteration 12F: 3 clusters Score -1709810 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1710581.875000 Penalty: 3134.533203
	Iteration 13F: 3 clusters Score -1710582 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1711189.125000 Penalty: 3134.533203
	Iteration 14Q: 3 clusters Score -1711189 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1711525.375000 Penalty: 3134.533203
	Iteration 15Q: 3 clusters Score -1711525 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1711702.000000 Penalty: 3134.533203
	Iteration 16Q: 3 clusters Score -1711702 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1711803.125000 Penalty: 3134.533203
	Iteration 17Q: 3 clusters Score -1711803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1711847.500000 Penalty: 3134.533203
	Iteration 18Q: 3 clusters Score -1711848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1711884.250000 Penalty: 3134.533203
	Iteration 19Q: 3 clusters Score -1711884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1711888.875000 Penalty: 3134.533203
	Iteration 20F: 3 clusters Score -1711889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1711895.625000 Penalty: 3134.533203
	Iteration 21Q: 3 clusters Score -1711896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1711911.750000 Penalty: 3134.533203
	Iteration 22Q: 3 clusters Score -1711912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1711917.875000 Penalty: 3134.533203
	Iteration 23Q: 3 clusters Score -1711918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1711918.125000 Penalty: 3134.533203
	Iteration 24Q: 3 clusters Score -1711918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1711918.125000 Penalty: 3134.533203
	Iteration 25F: 3 clusters Score -1711918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -430531.687500 Penalty: 1335.421509
	Iteration 0F: 2 clusters Score -430531.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -427355.750000 Penalty: 2670.843018
	Iteration 0F: 3 clusters Score -427355.8 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -428107.343750 Penalty: 2670.843018
	Iteration 1F: 3 clusters Score -428107.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -428246.093750 Penalty: 2670.843018
	Iteration 2F: 3 clusters Score -428246.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -428362.812500 Penalty: 2670.843018
	Iteration 3F: 3 clusters Score -428362.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -428458.093750 Penalty: 2670.843018
	Iteration 4Q: 3 clusters Score -428458.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -428545.031250 Penalty: 2670.843018
	Iteration 5Q: 3 clusters Score -428545 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -428612.843750 Penalty: 2670.843018
	Iteration 6Q: 3 clusters Score -428612.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -428684.468750 Penalty: 2670.843018
	Iteration 7Q: 3 clusters Score -428684.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -428750.343750 Penalty: 2670.843018
	Iteration 8Q: 3 clusters Score -428750.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -428820.093750 Penalty: 2670.843018
	Iteration 9Q: 3 clusters Score -428820.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -428874.656250 Penalty: 2670.843018
	Iteration 10Q: 3 clusters Score -428874.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -428942.687500 Penalty: 2670.843018
	Iteration 11Q: 3 clusters Score -428942.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -429022.937500 Penalty: 2670.843018
	Iteration 12Q: 3 clusters Score -429022.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -429092.093750 Penalty: 2670.843018
	Iteration 13Q: 3 clusters Score -429092.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -429176.218750 Penalty: 2670.843018
	Iteration 14Q: 3 clusters Score -429176.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -429257.437500 Penalty: 2670.843018
	Iteration 15Q: 3 clusters Score -429257.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -429336.968750 Penalty: 2670.843018
	Iteration 16Q: 3 clusters Score -429337 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -429385.500000 Penalty: 2670.843018
	Iteration 17Q: 3 clusters Score -429385.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -429421.968750 Penalty: 2670.843018
	Iteration 18Q: 3 clusters Score -429422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -429454.562500 Penalty: 2670.843018
	Iteration 19Q: 3 clusters Score -429454.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -429481.656250 Penalty: 2670.843018
	Iteration 20F: 3 clusters Score -429481.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -429498.031250 Penalty: 2670.843018
	Iteration 21Q: 3 clusters Score -429498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -429508.312500 Penalty: 2670.843018
	Iteration 22Q: 3 clusters Score -429508.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -429515.031250 Penalty: 2670.843018
	Iteration 23Q: 3 clusters Score -429515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -429519.843750 Penalty: 2670.843018
	Iteration 24Q: 3 clusters Score -429519.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -429524.593750 Penalty: 2670.843018
	Iteration 25Q: 3 clusters Score -429524.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -429527.093750 Penalty: 2670.843018
	Iteration 26Q: 3 clusters Score -429527.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -429530.281250 Penalty: 2670.843018
	Iteration 27Q: 3 clusters Score -429530.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -429531.687500 Penalty: 2670.843018
	Iteration 28Q: 3 clusters Score -429531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -429531.750000 Penalty: 2670.843018
	Iteration 29Q: 3 clusters Score -429531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -429532.093750 Penalty: 2670.843018
	Iteration 30Q: 3 clusters Score -429532.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -429532.093750 Penalty: 2670.843018
	Iteration 31F: 3 clusters Score -429532.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (90949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Entering Unmasked Estep 
Score: -10496524.000000 Penalty: 1855.433838
	Iteration 0F: 2 clusters Score -1.049652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -10436946.000000 Penalty: 3710.867676
	Iteration 0F: 3 clusters Score -1.043695e+07 nChanged 43476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -10461795.000000 Penalty: 3710.867676
	Iteration 1F: 3 clusters Score -1.04618e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -10462235.000000 Penalty: 3710.867676
	Iteration 2Q: 3 clusters Score -1.046224e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -10462649.000000 Penalty: 3710.867676
	Iteration 3Q: 3 clusters Score -1.046265e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -10463052.000000 Penalty: 3710.867676
	Iteration 4Q: 3 clusters Score -1.046305e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -10463541.000000 Penalty: 3710.867676
	Iteration 5Q: 3 clusters Score -1.046354e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -10464057.000000 Penalty: 3710.867676
	Iteration 6Q: 3 clusters Score -1.046406e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -10464566.000000 Penalty: 3710.867676
	Iteration 7Q: 3 clusters Score -1.046457e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -10465323.000000 Penalty: 3710.867676
	Iteration 8Q: 3 clusters Score -1.046532e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -10466064.000000 Penalty: 3710.867676
	Iteration 9Q: 3 clusters Score -1.046606e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -10467112.000000 Penalty: 3710.867676
	Iteration 10Q: 3 clusters Score -1.046711e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -10468603.000000 Penalty: 3710.867676
	Iteration 11Q: 3 clusters Score -1.04686e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -10470640.000000 Penalty: 3710.867676
	Iteration 12Q: 3 clusters Score -1.047064e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -10473332.000000 Penalty: 3710.867676
	Iteration 13Q: 3 clusters Score -1.047333e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -10476491.000000 Penalty: 3710.867676
	Iteration 14F: 3 clusters Score -1.047649e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 60438 members 
Entering Unmasked Estep 
Score: -10479251.000000 Penalty: 3710.867676
	Iteration 15Q: 3 clusters Score -1.047925e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -10480948.000000 Penalty: 3710.867676
	Iteration 16Q: 3 clusters Score -1.048095e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -10481998.000000 Penalty: 3710.867676
	Iteration 17Q: 3 clusters Score -1.0482e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -10482804.000000 Penalty: 3710.867676
	Iteration 18Q: 3 clusters Score -1.04828e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -10483559.000000 Penalty: 3710.867676
	Iteration 19Q: 3 clusters Score -1.048356e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 70374 members 
Entering Unmasked Estep 
Score: -10484423.000000 Penalty: 3710.867676
	Iteration 20F: 3 clusters Score -1.048442e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -10485427.000000 Penalty: 3710.867676
	Iteration 21Q: 3 clusters Score -1.048543e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -10486500.000000 Penalty: 3710.867676
	Iteration 22Q: 3 clusters Score -1.04865e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 77013 members 
Entering Unmasked Estep 
Score: -10487705.000000 Penalty: 3710.867676
	Iteration 23Q: 3 clusters Score -1.04877e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 79217 members 
Entering Unmasked Estep 
Score: -10488921.000000 Penalty: 3710.867676
	Iteration 24Q: 3 clusters Score -1.048892e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 81303 members 
Entering Unmasked Estep 
Score: -10490125.000000 Penalty: 3710.867676
	Iteration 25Q: 3 clusters Score -1.049012e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -10491172.000000 Penalty: 3710.867676
	Iteration 26Q: 3 clusters Score -1.049117e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -10492163.000000 Penalty: 3710.867676
	Iteration 27Q: 3 clusters Score -1.049216e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -10493049.000000 Penalty: 3710.867676
	Iteration 28Q: 3 clusters Score -1.049305e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 87240 members 
Entering Unmasked Estep 
Score: -10493708.000000 Penalty: 3710.867676
	Iteration 29Q: 3 clusters Score -1.049371e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 88025 members 
Entering Unmasked Estep 
Score: -10494145.000000 Penalty: 3710.867676
	Iteration 30Q: 3 clusters Score -1.049414e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 88560 members 
Entering Unmasked Estep 
Score: -10494537.000000 Penalty: 3710.867676
	Iteration 31Q: 3 clusters Score -1.049454e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 88946 members 
Entering Unmasked Estep 
Score: -10494710.000000 Penalty: 3710.867676
	Iteration 32Q: 3 clusters Score -1.049471e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 89187 members 
Entering Unmasked Estep 
Score: -10494811.000000 Penalty: 3710.867676
	Iteration 33Q: 3 clusters Score -1.049481e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 89375 members 
Entering Unmasked Estep 
Score: -10494901.000000 Penalty: 3710.867676
	Iteration 34Q: 3 clusters Score -1.04949e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -10494973.000000 Penalty: 3710.867676
	Iteration 35Q: 3 clusters Score -1.049497e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 89603 members 
Entering Unmasked Estep 
Score: -10495041.000000 Penalty: 3710.867676
	Iteration 36Q: 3 clusters Score -1.049504e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -10495064.000000 Penalty: 3710.867676
	Iteration 37Q: 3 clusters Score -1.049506e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 89760 members 
Entering Unmasked Estep 
Score: -10495121.000000 Penalty: 3710.867676
	Iteration 38Q: 3 clusters Score -1.049512e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -10495128.000000 Penalty: 3710.867676
	Iteration 39Q: 3 clusters Score -1.049513e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 89889 members 
Entering Unmasked Estep 
Score: -10495198.000000 Penalty: 3710.867676
	Iteration 40F: 3 clusters Score -1.04952e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 89938 members 
Entering Unmasked Estep 
Score: -10495220.000000 Penalty: 3710.867676
	Iteration 41Q: 3 clusters Score -1.049522e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 89976 members 
Entering Unmasked Estep 
Score: -10495237.000000 Penalty: 3710.867676
	Iteration 42Q: 3 clusters Score -1.049524e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -10495275.000000 Penalty: 3710.867676
	Iteration 43Q: 3 clusters Score -1.049528e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 90026 members 
Entering Unmasked Estep 
Score: -10495286.000000 Penalty: 3710.867676
	Iteration 44Q: 3 clusters Score -1.049529e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -10495275.000000 Penalty: 3710.867676
	Iteration 45Q: 3 clusters Score -1.049528e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -10495299.000000 Penalty: 3710.867676
	Iteration 46Q: 3 clusters Score -1.04953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 90079 members 
Entering Unmasked Estep 
Score: -10495314.000000 Penalty: 3710.867676
	Iteration 47Q: 3 clusters Score -1.049531e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -10495314.000000 Penalty: 3710.867676
	Iteration 48Q: 3 clusters Score -1.049531e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 90110 members 
Entering Unmasked Estep 
Score: -10495344.000000 Penalty: 3710.867676
	Iteration 49Q: 3 clusters Score -1.049534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 90117 members 
Entering Unmasked Estep 
Score: -10495340.000000 Penalty: 3710.867676
	Iteration 50Q: 3 clusters Score -1.049534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
Score: -10495351.000000 Penalty: 3710.867676
	Iteration 51Q: 3 clusters Score -1.049535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 90126 members 
Entering Unmasked Estep 
Score: -10495363.000000 Penalty: 3710.867676
	Iteration 52Q: 3 clusters Score -1.049536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 90137 members 
Entering Unmasked Estep 
Score: -10495376.000000 Penalty: 3710.867676
	Iteration 53Q: 3 clusters Score -1.049538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 90147 members 
Entering Unmasked Estep 
Score: -10495376.000000 Penalty: 3710.867676
	Iteration 54Q: 3 clusters Score -1.049538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 90155 members 
Entering Unmasked Estep 
Score: -10495367.000000 Penalty: 3710.867676
	Iteration 55Q: 3 clusters Score -1.049537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 90161 members 
Entering Unmasked Estep 
Score: -10495371.000000 Penalty: 3710.867676
	Iteration 56Q: 3 clusters Score -1.049537e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 90165 members 
Entering Unmasked Estep 
Score: -10495374.000000 Penalty: 3710.867676
	Iteration 57Q: 3 clusters Score -1.049537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 90171 members 
Entering Unmasked Estep 
Score: -10495389.000000 Penalty: 3710.867676
	Iteration 58Q: 3 clusters Score -1.049539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -10495418.000000 Penalty: 3710.867676
	Iteration 59Q: 3 clusters Score -1.049542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 90179 members 
Entering Unmasked Estep 
Score: -10495424.000000 Penalty: 3710.867676
	Iteration 60F: 3 clusters Score -1.049542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -10495432.000000 Penalty: 3710.867676
	Iteration 61Q: 3 clusters Score -1.049543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
Score: -10495437.000000 Penalty: 3710.867676
	Iteration 62Q: 3 clusters Score -1.049544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 90179 members 
Entering Unmasked Estep 
Score: -10495435.000000 Penalty: 3710.867676
	Iteration 63Q: 3 clusters Score -1.049544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 90180 members 
Entering Unmasked Estep 
Score: -10495430.000000 Penalty: 3710.867676
	Iteration 64Q: 3 clusters Score -1.049543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 90176 members 
Entering Unmasked Estep 
Score: -10495432.000000 Penalty: 3710.867676
	Iteration 65Q: 3 clusters Score -1.049543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -10495430.000000 Penalty: 3710.867676
	Iteration 66Q: 3 clusters Score -1.049543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 90174 members 
Entering Unmasked Estep 
Score: -10495438.000000 Penalty: 3710.867676
	Iteration 67Q: 3 clusters Score -1.049544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 90172 members 
Entering Unmasked Estep 
Score: -10495438.000000 Penalty: 3710.867676
	Iteration 68Q: 3 clusters Score -1.049544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 90172 members 
Entering Unmasked Estep 
Score: -10495436.000000 Penalty: 3710.867676
	Iteration 69Q: 3 clusters Score -1.049544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 90172 members 
Entering Unmasked Estep 
Score: -10495436.000000 Penalty: 3710.867676
	Iteration 70F: 3 clusters Score -1.049544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Entering Unmasked Estep 
Score: -3952375.750000 Penalty: 1695.639404
	Iteration 0F: 2 clusters Score -3952376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3929513.500000 Penalty: 3391.278809
	Iteration 0F: 3 clusters Score -3929514 nChanged 15737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3938145.500000 Penalty: 3391.278809
	Iteration 1F: 3 clusters Score -3938146 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -3938501.750000 Penalty: 3391.278809
	Iteration 2Q: 3 clusters Score -3938502 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3938885.500000 Penalty: 3391.278809
	Iteration 3Q: 3 clusters Score -3938886 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3939357.000000 Penalty: 3391.278809
	Iteration 4Q: 3 clusters Score -3939357 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3939972.000000 Penalty: 3391.278809
	Iteration 5Q: 3 clusters Score -3939972 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -3940988.250000 Penalty: 3391.278809
	Iteration 6F: 3 clusters Score -3940988 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3942593.000000 Penalty: 3391.278809
	Iteration 7F: 3 clusters Score -3942593 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3944670.500000 Penalty: 3391.278809
	Iteration 8F: 3 clusters Score -3944670 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -3946936.500000 Penalty: 3391.278809
	Iteration 9F: 3 clusters Score -3946936 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -3948805.500000 Penalty: 3391.278809
	Iteration 10F: 3 clusters Score -3948806 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -3949904.250000 Penalty: 3391.278809
	Iteration 11Q: 3 clusters Score -3949904 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -3950411.500000 Penalty: 3391.278809
	Iteration 12Q: 3 clusters Score -3950412 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -3950635.250000 Penalty: 3391.278809
	Iteration 13Q: 3 clusters Score -3950635 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -3950749.500000 Penalty: 3391.278809
	Iteration 14Q: 3 clusters Score -3950750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -3950784.750000 Penalty: 3391.278809
	Iteration 15Q: 3 clusters Score -3950785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -3950817.000000 Penalty: 3391.278809
	Iteration 16Q: 3 clusters Score -3950817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -3950836.000000 Penalty: 3391.278809
	Iteration 17Q: 3 clusters Score -3950836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -3950860.000000 Penalty: 3391.278809
	Iteration 18Q: 3 clusters Score -3950860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -3950876.750000 Penalty: 3391.278809
	Iteration 19Q: 3 clusters Score -3950877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -3950884.750000 Penalty: 3391.278809
	Iteration 20F: 3 clusters Score -3950885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -3950884.500000 Penalty: 3391.278809
	Iteration 21Q: 3 clusters Score -3950884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -3950884.500000 Penalty: 3391.278809
	Iteration 22F: 3 clusters Score -3950884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -43604.417969 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -43604.42 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: -42721.144531 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -42721.14 nChanged 113
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: -43012.296875 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -43012.3 nChanged 45
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: -43221.468750 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -43221.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43430.421875 Penalty: 1974.487427
	Iteration 3F: 3 clusters Score -43430.42 nChanged 22
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: -43563.089844 Penalty: 1974.487427
	Iteration 4F: 3 clusters Score -43563.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43635.171875 Penalty: 1974.487427
	Iteration 5Q: 3 clusters Score -43635.17 nChanged 3
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: -43651.554688 Penalty: 1974.487427
	Iteration 6Q: 3 clusters Score -43651.55 nChanged 3
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: -43658.863281 Penalty: 1974.487427
	Iteration 7Q: 3 clusters Score -43658.86 nChanged 4
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: -43667.269531 Penalty: 1974.487427
	Iteration 8Q: 3 clusters Score -43667.27 nChanged 0
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: -43667.269531 Penalty: 1974.487427
	Iteration 9F: 3 clusters Score -43667.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8816 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148590 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15440 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 12 contains 90949 members 
Mstep: Class 13 contains 34020 members 
Mstep: Class 14 contains 247 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147522 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 95469 members 
Mstep: Class 20 contains 6382 members 
Mstep: Class 21 contains 63570 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 109901 members 
Mstep: Class 24 contains 35862 members 
Mstep: Class 25 contains 188 members 
Entering Unmasked Estep 
Score: -102102816.000000 Penalty: 55745.789062
Splitting cluster 14 changes total score from -102104088.000000 to -102102816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (15650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Entering Unmasked Estep 
Score: -1812513.000000 Penalty: 1569.461670
	Iteration 0F: 2 clusters Score -1812513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1801591.750000 Penalty: 3138.923340
	Iteration 0F: 3 clusters Score -1801592 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1805352.250000 Penalty: 3138.923340
	Iteration 1F: 3 clusters Score -1805352 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1805575.750000 Penalty: 3138.923340
	Iteration 2Q: 3 clusters Score -1805576 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1805777.625000 Penalty: 3138.923340
	Iteration 3Q: 3 clusters Score -1805778 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1805988.500000 Penalty: 3138.923340
	Iteration 4Q: 3 clusters Score -1805988 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1806255.875000 Penalty: 3138.923340
	Iteration 5Q: 3 clusters Score -1806256 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1806610.125000 Penalty: 3138.923340
	Iteration 6Q: 3 clusters Score -1806610 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1807085.500000 Penalty: 3138.923340
	Iteration 7F: 3 clusters Score -1807086 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1807801.250000 Penalty: 3138.923340
	Iteration 8F: 3 clusters Score -1807801 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1808703.500000 Penalty: 3138.923340
	Iteration 9F: 3 clusters Score -1808704 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1809613.250000 Penalty: 3138.923340
	Iteration 10F: 3 clusters Score -1809613 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1810294.250000 Penalty: 3138.923340
	Iteration 11Q: 3 clusters Score -1810294 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1810699.375000 Penalty: 3138.923340
	Iteration 12Q: 3 clusters Score -1810699 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1810905.000000 Penalty: 3138.923340
	Iteration 13Q: 3 clusters Score -1810905 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1811035.375000 Penalty: 3138.923340
	Iteration 14Q: 3 clusters Score -1811035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1811080.750000 Penalty: 3138.923340
	Iteration 15Q: 3 clusters Score -1811081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1811133.875000 Penalty: 3138.923340
	Iteration 16Q: 3 clusters Score -1811134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1811162.625000 Penalty: 3138.923340
	Iteration 17Q: 3 clusters Score -1811163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1811179.500000 Penalty: 3138.923340
	Iteration 18Q: 3 clusters Score -1811180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1811190.750000 Penalty: 3138.923340
	Iteration 19Q: 3 clusters Score -1811191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1811194.375000 Penalty: 3138.923340
	Iteration 20F: 3 clusters Score -1811194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Entering Unmasked Estep 
Score: -417184.562500 Penalty: 1334.100952
	Iteration 0F: 2 clusters Score -417184.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -414062.187500 Penalty: 2668.201904
	Iteration 0F: 3 clusters Score -414062.2 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -414913.093750 Penalty: 2668.201904
	Iteration 1F: 3 clusters Score -414913.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -415069.687500 Penalty: 2668.201904
	Iteration 2F: 3 clusters Score -415069.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -415227.218750 Penalty: 2668.201904
	Iteration 3F: 3 clusters Score -415227.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -415351.500000 Penalty: 2668.201904
	Iteration 4F: 3 clusters Score -415351.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -415458.281250 Penalty: 2668.201904
	Iteration 5Q: 3 clusters Score -415458.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -415544.875000 Penalty: 2668.201904
	Iteration 6Q: 3 clusters Score -415544.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -415618.625000 Penalty: 2668.201904
	Iteration 7Q: 3 clusters Score -415618.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -415677.343750 Penalty: 2668.201904
	Iteration 8Q: 3 clusters Score -415677.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -415740.437500 Penalty: 2668.201904
	Iteration 9Q: 3 clusters Score -415740.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -415802.031250 Penalty: 2668.201904
	Iteration 10Q: 3 clusters Score -415802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -415852.125000 Penalty: 2668.201904
	Iteration 11Q: 3 clusters Score -415852.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -415896.531250 Penalty: 2668.201904
	Iteration 12Q: 3 clusters Score -415896.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -415940.531250 Penalty: 2668.201904
	Iteration 13Q: 3 clusters Score -415940.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -415979.625000 Penalty: 2668.201904
	Iteration 14Q: 3 clusters Score -415979.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -416010.093750 Penalty: 2668.201904
	Iteration 15Q: 3 clusters Score -416010.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -416041.406250 Penalty: 2668.201904
	Iteration 16Q: 3 clusters Score -416041.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -416073.875000 Penalty: 2668.201904
	Iteration 17Q: 3 clusters Score -416073.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -416099.312500 Penalty: 2668.201904
	Iteration 18Q: 3 clusters Score -416099.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -416121.437500 Penalty: 2668.201904
	Iteration 19Q: 3 clusters Score -416121.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -416139.406250 Penalty: 2668.201904
	Iteration 20F: 3 clusters Score -416139.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -416152.500000 Penalty: 2668.201904
	Iteration 21Q: 3 clusters Score -416152.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -416166.093750 Penalty: 2668.201904
	Iteration 22Q: 3 clusters Score -416166.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -416176.093750 Penalty: 2668.201904
	Iteration 23Q: 3 clusters Score -416176.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -416182.781250 Penalty: 2668.201904
	Iteration 24Q: 3 clusters Score -416182.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -416187.468750 Penalty: 2668.201904
	Iteration 25Q: 3 clusters Score -416187.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -416196.312500 Penalty: 2668.201904
	Iteration 26Q: 3 clusters Score -416196.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -416205.562500 Penalty: 2668.201904
	Iteration 27Q: 3 clusters Score -416205.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -416212.718750 Penalty: 2668.201904
	Iteration 28Q: 3 clusters Score -416212.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -416216.125000 Penalty: 2668.201904
	Iteration 29Q: 3 clusters Score -416216.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -416224.406250 Penalty: 2668.201904
	Iteration 30Q: 3 clusters Score -416224.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -416230.093750 Penalty: 2668.201904
	Iteration 31Q: 3 clusters Score -416230.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -416233.156250 Penalty: 2668.201904
	Iteration 32Q: 3 clusters Score -416233.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -416234.937500 Penalty: 2668.201904
	Iteration 33Q: 3 clusters Score -416234.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -416236.437500 Penalty: 2668.201904
	Iteration 34Q: 3 clusters Score -416236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -416238.562500 Penalty: 2668.201904
	Iteration 35Q: 3 clusters Score -416238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -416240.437500 Penalty: 2668.201904
	Iteration 36Q: 3 clusters Score -416240.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -416240.437500 Penalty: 2668.201904
	Iteration 37F: 3 clusters Score -416240.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (147522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Entering Unmasked Estep 
Score: -16732405.000000 Penalty: 1934.031494
	Iteration 0F: 2 clusters Score -1.67324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -16635577.000000 Penalty: 3868.062988
	Iteration 0F: 3 clusters Score -1.663558e+07 nChanged 71119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -16677012.000000 Penalty: 3868.062988
	Iteration 1F: 3 clusters Score -1.667701e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70631 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -16677686.000000 Penalty: 3868.062988
	Iteration 2Q: 3 clusters Score -1.667769e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 78747 members 
Entering Unmasked Estep 
Score: -16678471.000000 Penalty: 3868.062988
	Iteration 3Q: 3 clusters Score -1.667847e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65884 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -16679867.000000 Penalty: 3868.062988
	Iteration 4Q: 3 clusters Score -1.667987e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -16682110.000000 Penalty: 3868.062988
	Iteration 5Q: 3 clusters Score -1.668211e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 92533 members 
Entering Unmasked Estep 
Score: -16686063.000000 Penalty: 3868.062988
	Iteration 6Q: 3 clusters Score -1.668606e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
Score: -16692661.000000 Penalty: 3868.062988
	Iteration 7F: 3 clusters Score -1.669266e+07 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 111230 members 
Entering Unmasked Estep 
Score: -16701729.000000 Penalty: 3868.062988
	Iteration 8F: 3 clusters Score -1.670173e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 120814 members 
Entering Unmasked Estep 
Score: -16710630.000000 Penalty: 3868.062988
	Iteration 9F: 3 clusters Score -1.671063e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 128256 members 
Entering Unmasked Estep 
Score: -16717386.000000 Penalty: 3868.062988
	Iteration 10F: 3 clusters Score -1.671739e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 133490 members 
Entering Unmasked Estep 
Score: -16721643.000000 Penalty: 3868.062988
	Iteration 11Q: 3 clusters Score -1.672164e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 137115 members 
Entering Unmasked Estep 
Score: -16724354.000000 Penalty: 3868.062988
	Iteration 12Q: 3 clusters Score -1.672435e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 139845 members 
Entering Unmasked Estep 
Score: -16726258.000000 Penalty: 3868.062988
	Iteration 13Q: 3 clusters Score -1.672626e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 141874 members 
Entering Unmasked Estep 
Score: -16727568.000000 Penalty: 3868.062988
	Iteration 14Q: 3 clusters Score -1.672757e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 143301 members 
Entering Unmasked Estep 
Score: -16728410.000000 Penalty: 3868.062988
	Iteration 15Q: 3 clusters Score -1.672841e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 144362 members 
Entering Unmasked Estep 
Score: -16729101.000000 Penalty: 3868.062988
	Iteration 16Q: 3 clusters Score -1.67291e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 145117 members 
Entering Unmasked Estep 
Score: -16729504.000000 Penalty: 3868.062988
	Iteration 17Q: 3 clusters Score -1.67295e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 145664 members 
Entering Unmasked Estep 
Score: -16729838.000000 Penalty: 3868.062988
	Iteration 18Q: 3 clusters Score -1.672984e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 146035 members 
Entering Unmasked Estep 
Score: -16730076.000000 Penalty: 3868.062988
	Iteration 19Q: 3 clusters Score -1.673008e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -16730216.000000 Penalty: 3868.062988
	Iteration 20F: 3 clusters Score -1.673022e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 146429 members 
Entering Unmasked Estep 
Score: -16730317.000000 Penalty: 3868.062988
	Iteration 21Q: 3 clusters Score -1.673032e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 146556 members 
Entering Unmasked Estep 
Score: -16730402.000000 Penalty: 3868.062988
	Iteration 22Q: 3 clusters Score -1.67304e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 146632 members 
Entering Unmasked Estep 
Score: -16730426.000000 Penalty: 3868.062988
	Iteration 23Q: 3 clusters Score -1.673043e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 146704 members 
Entering Unmasked Estep 
Score: -16730468.000000 Penalty: 3868.062988
	Iteration 24Q: 3 clusters Score -1.673047e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 146773 members 
Entering Unmasked Estep 
Score: -16730515.000000 Penalty: 3868.062988
	Iteration 25Q: 3 clusters Score -1.673052e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 146815 members 
Entering Unmasked Estep 
Score: -16730539.000000 Penalty: 3868.062988
	Iteration 26Q: 3 clusters Score -1.673054e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 146847 members 
Entering Unmasked Estep 
Score: -16730570.000000 Penalty: 3868.062988
	Iteration 27Q: 3 clusters Score -1.673057e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 146875 members 
Entering Unmasked Estep 
Score: -16730592.000000 Penalty: 3868.062988
	Iteration 28Q: 3 clusters Score -1.673059e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 146889 members 
Entering Unmasked Estep 
Score: -16730611.000000 Penalty: 3868.062988
	Iteration 29Q: 3 clusters Score -1.673061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 146900 members 
Entering Unmasked Estep 
Score: -16730631.000000 Penalty: 3868.062988
	Iteration 30Q: 3 clusters Score -1.673063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 146910 members 
Entering Unmasked Estep 
Score: -16730641.000000 Penalty: 3868.062988
	Iteration 31Q: 3 clusters Score -1.673064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 146917 members 
Entering Unmasked Estep 
Score: -16730650.000000 Penalty: 3868.062988
	Iteration 32Q: 3 clusters Score -1.673065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 146921 members 
Entering Unmasked Estep 
Score: -16730665.000000 Penalty: 3868.062988
	Iteration 33Q: 3 clusters Score -1.673066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 146927 members 
Entering Unmasked Estep 
Score: -16730668.000000 Penalty: 3868.062988
	Iteration 34Q: 3 clusters Score -1.673067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 146928 members 
Entering Unmasked Estep 
Score: -16730665.000000 Penalty: 3868.062988
	Iteration 35Q: 3 clusters Score -1.673066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 146938 members 
Entering Unmasked Estep 
Score: -16730673.000000 Penalty: 3868.062988
	Iteration 36Q: 3 clusters Score -1.673067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 146941 members 
Entering Unmasked Estep 
Score: -16730671.000000 Penalty: 3868.062988
	Iteration 37Q: 3 clusters Score -1.673067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 146945 members 
Entering Unmasked Estep 
Score: -16730674.000000 Penalty: 3868.062988
	Iteration 38Q: 3 clusters Score -1.673067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 146945 members 
Entering Unmasked Estep 
Score: -16730667.000000 Penalty: 3868.062988
	Iteration 39Q: 3 clusters Score -1.673067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 146952 members 
Entering Unmasked Estep 
Score: -16730672.000000 Penalty: 3868.062988
	Iteration 40F: 3 clusters Score -1.673067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 146958 members 
Entering Unmasked Estep 
Score: -16730677.000000 Penalty: 3868.062988
	Iteration 41Q: 3 clusters Score -1.673068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 146967 members 
Entering Unmasked Estep 
Score: -16730670.000000 Penalty: 3868.062988
	Iteration 42Q: 3 clusters Score -1.673067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 146970 members 
Entering Unmasked Estep 
Score: -16730672.000000 Penalty: 3868.062988
	Iteration 43Q: 3 clusters Score -1.673067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 146976 members 
Entering Unmasked Estep 
Score: -16730681.000000 Penalty: 3868.062988
	Iteration 44Q: 3 clusters Score -1.673068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 146979 members 
Entering Unmasked Estep 
Score: -16730685.000000 Penalty: 3868.062988
	Iteration 45Q: 3 clusters Score -1.673068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 146979 members 
Entering Unmasked Estep 
Score: -16730693.000000 Penalty: 3868.062988
	Iteration 46Q: 3 clusters Score -1.673069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 146979 members 
Entering Unmasked Estep 
Score: -16730693.000000 Penalty: 3868.062988
	Iteration 47Q: 3 clusters Score -1.673069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 146980 members 
Entering Unmasked Estep 
Score: -16730686.000000 Penalty: 3868.062988
	Iteration 48Q: 3 clusters Score -1.673069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 146980 members 
Entering Unmasked Estep 
Score: -16730686.000000 Penalty: 3868.062988
	Iteration 49F: 3 clusters Score -1.673069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Entering Unmasked Estep 
Score: -349491.218750 Penalty: 1301.791382
	Iteration 0F: 2 clusters Score -349491.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -346763.281250 Penalty: 2603.582764
	Iteration 0F: 3 clusters Score -346763.3 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -347373.468750 Penalty: 2603.582764
	Iteration 1F: 3 clusters Score -347373.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -347512.437500 Penalty: 2603.582764
	Iteration 2F: 3 clusters Score -347512.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -347609.062500 Penalty: 2603.582764
	Iteration 3F: 3 clusters Score -347609.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -347652.343750 Penalty: 2603.582764
	Iteration 4Q: 3 clusters Score -347652.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -347678.468750 Penalty: 2603.582764
	Iteration 5Q: 3 clusters Score -347678.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -347695.281250 Penalty: 2603.582764
	Iteration 6Q: 3 clusters Score -347695.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -347709.531250 Penalty: 2603.582764
	Iteration 7Q: 3 clusters Score -347709.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -347724.250000 Penalty: 2603.582764
	Iteration 8Q: 3 clusters Score -347724.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -347735.906250 Penalty: 2603.582764
	Iteration 9Q: 3 clusters Score -347735.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -347750.593750 Penalty: 2603.582764
	Iteration 10Q: 3 clusters Score -347750.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -347758.500000 Penalty: 2603.582764
	Iteration 11Q: 3 clusters Score -347758.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -347761.812500 Penalty: 2603.582764
	Iteration 12Q: 3 clusters Score -347761.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -347764.375000 Penalty: 2603.582764
	Iteration 13Q: 3 clusters Score -347764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -347765.531250 Penalty: 2603.582764
	Iteration 14Q: 3 clusters Score -347765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -347767.281250 Penalty: 2603.582764
	Iteration 15Q: 3 clusters Score -347767.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -347770.156250 Penalty: 2603.582764
	Iteration 16Q: 3 clusters Score -347770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -347772.000000 Penalty: 2603.582764
	Iteration 17Q: 3 clusters Score -347772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -347773.750000 Penalty: 2603.582764
	Iteration 18Q: 3 clusters Score -347773.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -347775.250000 Penalty: 2603.582764
	Iteration 19Q: 3 clusters Score -347775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -347776.375000 Penalty: 2603.582764
	Iteration 20F: 3 clusters Score -347776.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -347777.718750 Penalty: 2603.582764
	Iteration 21Q: 3 clusters Score -347777.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -347779.875000 Penalty: 2603.582764
	Iteration 22Q: 3 clusters Score -347779.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -347781.718750 Penalty: 2603.582764
	Iteration 23Q: 3 clusters Score -347781.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -347784.281250 Penalty: 2603.582764
	Iteration 24Q: 3 clusters Score -347784.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -347787.406250 Penalty: 2603.582764
	Iteration 25Q: 3 clusters Score -347787.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -347790.500000 Penalty: 2603.582764
	Iteration 26Q: 3 clusters Score -347790.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -347792.562500 Penalty: 2603.582764
	Iteration 27Q: 3 clusters Score -347792.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -347794.500000 Penalty: 2603.582764
	Iteration 28Q: 3 clusters Score -347794.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -347795.031250 Penalty: 2603.582764
	Iteration 29Q: 3 clusters Score -347795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -347795.781250 Penalty: 2603.582764
	Iteration 30Q: 3 clusters Score -347795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -347797.687500 Penalty: 2603.582764
	Iteration 31Q: 3 clusters Score -347797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -347797.625000 Penalty: 2603.582764
	Iteration 32Q: 3 clusters Score -347797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -347798.593750 Penalty: 2603.582764
	Iteration 33Q: 3 clusters Score -347798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -347798.343750 Penalty: 2603.582764
	Iteration 34Q: 3 clusters Score -347798.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -347798.937500 Penalty: 2603.582764
	Iteration 35Q: 3 clusters Score -347798.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -347798.937500 Penalty: 2603.582764
	Iteration 36F: 3 clusters Score -347798.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (95469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95469 members 
Entering Unmasked Estep 
Score: -11135594.000000 Penalty: 1863.315430
	Iteration 0F: 2 clusters Score -1.113559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -11073761.000000 Penalty: 3726.630859
	Iteration 0F: 3 clusters Score -1.107376e+07 nChanged 45628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -11100031.000000 Penalty: 3726.630859
	Iteration 1F: 3 clusters Score -1.110003e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -11100617.000000 Penalty: 3726.630859
	Iteration 2Q: 3 clusters Score -1.110062e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -11101222.000000 Penalty: 3726.630859
	Iteration 3Q: 3 clusters Score -1.110122e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -11102236.000000 Penalty: 3726.630859
	Iteration 4Q: 3 clusters Score -1.110224e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -11104006.000000 Penalty: 3726.630859
	Iteration 5Q: 3 clusters Score -1.110401e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -11107186.000000 Penalty: 3726.630859
	Iteration 6F: 3 clusters Score -1.110719e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 70204 members 
Entering Unmasked Estep 
Score: -11112310.000000 Penalty: 3726.630859
	Iteration 7F: 3 clusters Score -1.111231e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -11119248.000000 Penalty: 3726.630859
	Iteration 8F: 3 clusters Score -1.111925e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -11125811.000000 Penalty: 3726.630859
	Iteration 9F: 3 clusters Score -1.112581e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 90866 members 
Entering Unmasked Estep 
Score: -11130312.000000 Penalty: 3726.630859
	Iteration 10F: 3 clusters Score -1.113031e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 93610 members 
Entering Unmasked Estep 
Score: -11132436.000000 Penalty: 3726.630859
	Iteration 11Q: 3 clusters Score -1.113244e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 94721 members 
Entering Unmasked Estep 
Score: -11133352.000000 Penalty: 3726.630859
	Iteration 12Q: 3 clusters Score -1.113335e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 95066 members 
Entering Unmasked Estep 
Score: -11133621.000000 Penalty: 3726.630859
	Iteration 13Q: 3 clusters Score -1.113362e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 95183 members 
Entering Unmasked Estep 
Score: -11133740.000000 Penalty: 3726.630859
	Iteration 14Q: 3 clusters Score -1.113374e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -11133831.000000 Penalty: 3726.630859
	Iteration 15Q: 3 clusters Score -1.113383e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 95242 members 
Entering Unmasked Estep 
Score: -11133871.000000 Penalty: 3726.630859
	Iteration 16Q: 3 clusters Score -1.113387e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -11133897.000000 Penalty: 3726.630859
	Iteration 17Q: 3 clusters Score -1.11339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 95259 members 
Entering Unmasked Estep 
Score: -11133922.000000 Penalty: 3726.630859
	Iteration 18Q: 3 clusters Score -1.113392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 95261 members 
Entering Unmasked Estep 
Score: -11133944.000000 Penalty: 3726.630859
	Iteration 19Q: 3 clusters Score -1.113394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -11133967.000000 Penalty: 3726.630859
	Iteration 20F: 3 clusters Score -1.113397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 95268 members 
Entering Unmasked Estep 
Score: -11133978.000000 Penalty: 3726.630859
	Iteration 21Q: 3 clusters Score -1.113398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 95269 members 
Entering Unmasked Estep 
Score: -11133977.000000 Penalty: 3726.630859
	Iteration 22Q: 3 clusters Score -1.113398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 95268 members 
Entering Unmasked Estep 
Score: -11133980.000000 Penalty: 3726.630859
	Iteration 23Q: 3 clusters Score -1.113398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 95268 members 
Entering Unmasked Estep 
Score: -11133980.000000 Penalty: 3726.630859
	Iteration 24F: 3 clusters Score -1.113398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Entering Unmasked Estep 
Score: -742280.937500 Penalty: 1423.701050
	Iteration 0F: 2 clusters Score -742280.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -737462.187500 Penalty: 2847.402100
	Iteration 0F: 3 clusters Score -737462.2 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -738821.812500 Penalty: 2847.402100
	Iteration 1F: 3 clusters Score -738821.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -739004.250000 Penalty: 2847.402100
	Iteration 2F: 3 clusters Score -739004.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -739154.500000 Penalty: 2847.402100
	Iteration 3Q: 3 clusters Score -739154.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -739302.187500 Penalty: 2847.402100
	Iteration 4Q: 3 clusters Score -739302.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -739444.875000 Penalty: 2847.402100
	Iteration 5Q: 3 clusters Score -739444.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -739623.312500 Penalty: 2847.402100
	Iteration 6Q: 3 clusters Score -739623.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -739797.625000 Penalty: 2847.402100
	Iteration 7Q: 3 clusters Score -739797.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -739961.562500 Penalty: 2847.402100
	Iteration 8Q: 3 clusters Score -739961.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -740111.750000 Penalty: 2847.402100
	Iteration 9Q: 3 clusters Score -740111.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -740237.500000 Penalty: 2847.402100
	Iteration 10Q: 3 clusters Score -740237.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -740375.000000 Penalty: 2847.402100
	Iteration 11Q: 3 clusters Score -740375 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -740486.000000 Penalty: 2847.402100
	Iteration 12Q: 3 clusters Score -740486 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -740578.812500 Penalty: 2847.402100
	Iteration 13Q: 3 clusters Score -740578.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -740635.437500 Penalty: 2847.402100
	Iteration 14Q: 3 clusters Score -740635.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -740690.500000 Penalty: 2847.402100
	Iteration 15Q: 3 clusters Score -740690.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -740735.937500 Penalty: 2847.402100
	Iteration 16Q: 3 clusters Score -740735.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -740789.312500 Penalty: 2847.402100
	Iteration 17Q: 3 clusters Score -740789.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -740835.750000 Penalty: 2847.402100
	Iteration 18Q: 3 clusters Score -740835.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -740872.312500 Penalty: 2847.402100
	Iteration 19Q: 3 clusters Score -740872.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -740896.062500 Penalty: 2847.402100
	Iteration 20F: 3 clusters Score -740896.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -740916.250000 Penalty: 2847.402100
	Iteration 21Q: 3 clusters Score -740916.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -740933.187500 Penalty: 2847.402100
	Iteration 22Q: 3 clusters Score -740933.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -740943.812500 Penalty: 2847.402100
	Iteration 23Q: 3 clusters Score -740943.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -740955.750000 Penalty: 2847.402100
	Iteration 24Q: 3 clusters Score -740955.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -740968.375000 Penalty: 2847.402100
	Iteration 25Q: 3 clusters Score -740968.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -740976.187500 Penalty: 2847.402100
	Iteration 26Q: 3 clusters Score -740976.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -740983.250000 Penalty: 2847.402100
	Iteration 27Q: 3 clusters Score -740983.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -740989.625000 Penalty: 2847.402100
	Iteration 28Q: 3 clusters Score -740989.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -740993.125000 Penalty: 2847.402100
	Iteration 29Q: 3 clusters Score -740993.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -741001.500000 Penalty: 2847.402100
	Iteration 30Q: 3 clusters Score -741001.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -741009.875000 Penalty: 2847.402100
	Iteration 31Q: 3 clusters Score -741009.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -741014.875000 Penalty: 2847.402100
	Iteration 32Q: 3 clusters Score -741014.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -741019.312500 Penalty: 2847.402100
	Iteration 33Q: 3 clusters Score -741019.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -741025.562500 Penalty: 2847.402100
	Iteration 34Q: 3 clusters Score -741025.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -741031.937500 Penalty: 2847.402100
	Iteration 35Q: 3 clusters Score -741031.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -741031.937500 Penalty: 2847.402100
	Iteration 36F: 3 clusters Score -741031.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (63570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Entering Unmasked Estep 
Score: -7428549.000000 Penalty: 1797.233154
	Iteration 0F: 2 clusters Score -7428549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -7385897.000000 Penalty: 3594.466309
	Iteration 0F: 3 clusters Score -7385897 nChanged 30259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -7403658.000000 Penalty: 3594.466309
	Iteration 1F: 3 clusters Score -7403658 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -7404501.000000 Penalty: 3594.466309
	Iteration 2Q: 3 clusters Score -7404501 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -7405631.500000 Penalty: 3594.466309
	Iteration 3Q: 3 clusters Score -7405632 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -7407572.500000 Penalty: 3594.466309
	Iteration 4F: 3 clusters Score -7407572 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -7410678.000000 Penalty: 3594.466309
	Iteration 5F: 3 clusters Score -7410678 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -7415234.000000 Penalty: 3594.466309
	Iteration 6F: 3 clusters Score -7415234 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -7419969.000000 Penalty: 3594.466309
	Iteration 7F: 3 clusters Score -7419969 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -7423651.500000 Penalty: 3594.466309
	Iteration 8F: 3 clusters Score -7423652 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -7425813.500000 Penalty: 3594.466309
	Iteration 9Q: 3 clusters Score -7425814 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -7426660.500000 Penalty: 3594.466309
	Iteration 10Q: 3 clusters Score -7426660 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -7426872.500000 Penalty: 3594.466309
	Iteration 11Q: 3 clusters Score -7426872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -7426941.000000 Penalty: 3594.466309
	Iteration 12Q: 3 clusters Score -7426941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 63470 members 
Entering Unmasked Estep 
Score: -7426973.000000 Penalty: 3594.466309
	Iteration 13Q: 3 clusters Score -7426973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -7426993.000000 Penalty: 3594.466309
	Iteration 14Q: 3 clusters Score -7426993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -7426990.000000 Penalty: 3594.466309
	Iteration 15Q: 3 clusters Score -7426990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -7426990.000000 Penalty: 3594.466309
	Iteration 16F: 3 clusters Score -7426990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Entering Unmasked Estep 
Score: -1255118.625000 Penalty: 1510.221313
	Iteration 0F: 2 clusters Score -1255119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1247357.250000 Penalty: 3020.442627
	Iteration 0F: 3 clusters Score -1247357 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1249981.000000 Penalty: 3020.442627
	Iteration 1F: 3 clusters Score -1249981 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1250221.000000 Penalty: 3020.442627
	Iteration 2F: 3 clusters Score -1250221 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1250399.500000 Penalty: 3020.442627
	Iteration 3Q: 3 clusters Score -1250400 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1250550.500000 Penalty: 3020.442627
	Iteration 4Q: 3 clusters Score -1250550 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1250683.875000 Penalty: 3020.442627
	Iteration 5Q: 3 clusters Score -1250684 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1250812.875000 Penalty: 3020.442627
	Iteration 6Q: 3 clusters Score -1250813 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1250935.625000 Penalty: 3020.442627
	Iteration 7Q: 3 clusters Score -1250936 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1251095.875000 Penalty: 3020.442627
	Iteration 8Q: 3 clusters Score -1251096 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1251304.250000 Penalty: 3020.442627
	Iteration 9Q: 3 clusters Score -1251304 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1251586.000000 Penalty: 3020.442627
	Iteration 10Q: 3 clusters Score -1251586 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1251962.000000 Penalty: 3020.442627
	Iteration 11Q: 3 clusters Score -1251962 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1252431.625000 Penalty: 3020.442627
	Iteration 12F: 3 clusters Score -1252432 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1252861.000000 Penalty: 3020.442627
	Iteration 13Q: 3 clusters Score -1252861 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1253170.875000 Penalty: 3020.442627
	Iteration 14Q: 3 clusters Score -1253171 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1253398.375000 Penalty: 3020.442627
	Iteration 15Q: 3 clusters Score -1253398 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1253574.250000 Penalty: 3020.442627
	Iteration 16Q: 3 clusters Score -1253574 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1253682.000000 Penalty: 3020.442627
	Iteration 17Q: 3 clusters Score -1253682 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1253760.500000 Penalty: 3020.442627
	Iteration 18Q: 3 clusters Score -1253760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1253819.250000 Penalty: 3020.442627
	Iteration 19Q: 3 clusters Score -1253819 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1253858.625000 Penalty: 3020.442627
	Iteration 20F: 3 clusters Score -1253859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1253883.000000 Penalty: 3020.442627
	Iteration 21Q: 3 clusters Score -1253883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1253896.375000 Penalty: 3020.442627
	Iteration 22Q: 3 clusters Score -1253896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1253908.875000 Penalty: 3020.442627
	Iteration 23Q: 3 clusters Score -1253909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1253917.375000 Penalty: 3020.442627
	Iteration 24Q: 3 clusters Score -1253917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1253928.000000 Penalty: 3020.442627
	Iteration 25Q: 3 clusters Score -1253928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1253931.750000 Penalty: 3020.442627
	Iteration 26Q: 3 clusters Score -1253932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1253940.125000 Penalty: 3020.442627
	Iteration 27Q: 3 clusters Score -1253940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1253948.250000 Penalty: 3020.442627
	Iteration 28Q: 3 clusters Score -1253948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1253953.500000 Penalty: 3020.442627
	Iteration 29Q: 3 clusters Score -1253954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1253957.500000 Penalty: 3020.442627
	Iteration 30Q: 3 clusters Score -1253958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1253959.000000 Penalty: 3020.442627
	Iteration 31Q: 3 clusters Score -1253959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1253966.000000 Penalty: 3020.442627
	Iteration 32Q: 3 clusters Score -1253966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1253964.000000 Penalty: 3020.442627
	Iteration 33Q: 3 clusters Score -1253964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1253969.625000 Penalty: 3020.442627
	Iteration 34Q: 3 clusters Score -1253970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1253975.125000 Penalty: 3020.442627
	Iteration 35Q: 3 clusters Score -1253975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1253975.875000 Penalty: 3020.442627
	Iteration 36Q: 3 clusters Score -1253976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1253978.000000 Penalty: 3020.442627
	Iteration 37Q: 3 clusters Score -1253978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1253978.000000 Penalty: 3020.442627
	Iteration 38Q: 3 clusters Score -1253978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1253978.000000 Penalty: 3020.442627
	Iteration 39F: 3 clusters Score -1253978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (109901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109901 members 
Entering Unmasked Estep 
Score: -12764880.000000 Penalty: 1886.191895
	Iteration 0F: 2 clusters Score -1.276488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -12693897.000000 Penalty: 3772.383789
	Iteration 0F: 3 clusters Score -1.26939e+07 nChanged 52555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -12723624.000000 Penalty: 3772.383789
	Iteration 1F: 3 clusters Score -1.272362e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -12724333.000000 Penalty: 3772.383789
	Iteration 2Q: 3 clusters Score -1.272433e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -12725411.000000 Penalty: 3772.383789
	Iteration 3Q: 3 clusters Score -1.272541e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -12727049.000000 Penalty: 3772.383789
	Iteration 4Q: 3 clusters Score -1.272705e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70457 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -12730284.000000 Penalty: 3772.383789
	Iteration 5F: 3 clusters Score -1.273028e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77943 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -12735514.000000 Penalty: 3772.383789
	Iteration 6F: 3 clusters Score -1.273551e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -12742600.000000 Penalty: 3772.383789
	Iteration 7F: 3 clusters Score -1.27426e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -12749362.000000 Penalty: 3772.383789
	Iteration 8F: 3 clusters Score -1.274936e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -12754168.000000 Penalty: 3772.383789
	Iteration 9Q: 3 clusters Score -1.275417e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102682 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -12757136.000000 Penalty: 3772.383789
	Iteration 10Q: 3 clusters Score -1.275714e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104760 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -12759112.000000 Penalty: 3772.383789
	Iteration 11Q: 3 clusters Score -1.275911e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106138 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -12760392.000000 Penalty: 3772.383789
	Iteration 12Q: 3 clusters Score -1.276039e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -12761222.000000 Penalty: 3772.383789
	Iteration 13Q: 3 clusters Score -1.276122e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107729 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -12761778.000000 Penalty: 3772.383789
	Iteration 14Q: 3 clusters Score -1.276178e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108208 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -12762182.000000 Penalty: 3772.383789
	Iteration 15Q: 3 clusters Score -1.276218e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -12762460.000000 Penalty: 3772.383789
	Iteration 16Q: 3 clusters Score -1.276246e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108762 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -12762628.000000 Penalty: 3772.383789
	Iteration 17Q: 3 clusters Score -1.276263e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108915 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -12762765.000000 Penalty: 3772.383789
	Iteration 18Q: 3 clusters Score -1.276276e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109022 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -12762877.000000 Penalty: 3772.383789
	Iteration 19Q: 3 clusters Score -1.276288e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109105 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12762940.000000 Penalty: 3772.383789
	Iteration 20F: 3 clusters Score -1.276294e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109159 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -12762993.000000 Penalty: 3772.383789
	Iteration 21Q: 3 clusters Score -1.276299e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109197 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -12763020.000000 Penalty: 3772.383789
	Iteration 22Q: 3 clusters Score -1.276302e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109223 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12763047.000000 Penalty: 3772.383789
	Iteration 23Q: 3 clusters Score -1.276305e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109249 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12763066.000000 Penalty: 3772.383789
	Iteration 24Q: 3 clusters Score -1.276307e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109264 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -12763074.000000 Penalty: 3772.383789
	Iteration 25Q: 3 clusters Score -1.276307e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109278 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -12763097.000000 Penalty: 3772.383789
	Iteration 26Q: 3 clusters Score -1.27631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109296 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -12763105.000000 Penalty: 3772.383789
	Iteration 27Q: 3 clusters Score -1.27631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109309 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -12763106.000000 Penalty: 3772.383789
	Iteration 28Q: 3 clusters Score -1.276311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109314 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12763118.000000 Penalty: 3772.383789
	Iteration 29Q: 3 clusters Score -1.276312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109323 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -12763119.000000 Penalty: 3772.383789
	Iteration 30Q: 3 clusters Score -1.276312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109332 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -12763130.000000 Penalty: 3772.383789
	Iteration 31Q: 3 clusters Score -1.276313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109339 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -12763132.000000 Penalty: 3772.383789
	Iteration 32Q: 3 clusters Score -1.276313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109346 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -12763143.000000 Penalty: 3772.383789
	Iteration 33Q: 3 clusters Score -1.276314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109350 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -12763150.000000 Penalty: 3772.383789
	Iteration 34Q: 3 clusters Score -1.276315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109354 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12763146.000000 Penalty: 3772.383789
	Iteration 35Q: 3 clusters Score -1.276315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109356 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12763153.000000 Penalty: 3772.383789
	Iteration 36Q: 3 clusters Score -1.276315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109356 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12763152.000000 Penalty: 3772.383789
	Iteration 37Q: 3 clusters Score -1.276315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109354 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12763155.000000 Penalty: 3772.383789
	Iteration 38Q: 3 clusters Score -1.276316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109358 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12763158.000000 Penalty: 3772.383789
	Iteration 39Q: 3 clusters Score -1.276316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109360 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12763161.000000 Penalty: 3772.383789
	Iteration 40F: 3 clusters Score -1.276316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109364 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12763153.000000 Penalty: 3772.383789
	Iteration 41Q: 3 clusters Score -1.276315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109363 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12763155.000000 Penalty: 3772.383789
	Iteration 42Q: 3 clusters Score -1.276316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109363 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12763160.000000 Penalty: 3772.383789
	Iteration 43Q: 3 clusters Score -1.276316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109364 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12763158.000000 Penalty: 3772.383789
	Iteration 44Q: 3 clusters Score -1.276316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109365 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -12763158.000000 Penalty: 3772.383789
	Iteration 45Q: 3 clusters Score -1.276316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109365 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -12763158.000000 Penalty: 3772.383789
	Iteration 46F: 3 clusters Score -1.276316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Entering Unmasked Estep 
Score: -4184645.250000 Penalty: 1704.207886
	Iteration 0F: 2 clusters Score -4184645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -4160415.500000 Penalty: 3408.415771
	Iteration 0F: 3 clusters Score -4160416 nChanged 16704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -4169824.750000 Penalty: 3408.415771
	Iteration 1F: 3 clusters Score -4169825 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -4170343.750000 Penalty: 3408.415771
	Iteration 2Q: 3 clusters Score -4170344 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -4170982.000000 Penalty: 3408.415771
	Iteration 3Q: 3 clusters Score -4170982 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -4171889.250000 Penalty: 3408.415771
	Iteration 4F: 3 clusters Score -4171889 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -4173249.250000 Penalty: 3408.415771
	Iteration 5F: 3 clusters Score -4173249 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -4175166.000000 Penalty: 3408.415771
	Iteration 6F: 3 clusters Score -4175166 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -4177390.750000 Penalty: 3408.415771
	Iteration 7F: 3 clusters Score -4177391 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -4179499.750000 Penalty: 3408.415771
	Iteration 8F: 3 clusters Score -4179500 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4181044.500000 Penalty: 3408.415771
	Iteration 9Q: 3 clusters Score -4181044 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4182042.250000 Penalty: 3408.415771
	Iteration 10Q: 3 clusters Score -4182042 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4182547.000000 Penalty: 3408.415771
	Iteration 11Q: 3 clusters Score -4182547 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4182840.000000 Penalty: 3408.415771
	Iteration 12Q: 3 clusters Score -4182840 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4182983.000000 Penalty: 3408.415771
	Iteration 13Q: 3 clusters Score -4182983 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4183051.250000 Penalty: 3408.415771
	Iteration 14Q: 3 clusters Score -4183051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4183082.500000 Penalty: 3408.415771
	Iteration 15Q: 3 clusters Score -4183082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4183099.250000 Penalty: 3408.415771
	Iteration 16Q: 3 clusters Score -4183099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4183118.750000 Penalty: 3408.415771
	Iteration 17Q: 3 clusters Score -4183119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4183131.750000 Penalty: 3408.415771
	Iteration 18Q: 3 clusters Score -4183132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4183138.250000 Penalty: 3408.415771
	Iteration 19Q: 3 clusters Score -4183138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4183142.250000 Penalty: 3408.415771
	Iteration 20F: 3 clusters Score -4183142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8816 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148590 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15440 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 12 contains 90949 members 
Mstep: Class 13 contains 34020 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147522 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 95469 members 
Mstep: Class 20 contains 6382 members 
Mstep: Class 21 contains 63570 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 109901 members 
Mstep: Class 24 contains 35862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103968.000000 Penalty: 53515.957031
Iteration 279Q: 25 clusters Score -1.02104e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8791 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 148587 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15436 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 90958 members 
Mstep: Class 13 contains 33592 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147523 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 95744 members 
Mstep: Class 20 contains 6379 members 
Mstep: Class 21 contains 63694 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 109901 members 
Mstep: Class 24 contains 35920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104280.000000 Penalty: 53515.957031
Iteration 280F: 25 clusters Score -1.021043e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8767 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148587 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15436 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 90966 members 
Mstep: Class 13 contains 33159 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147522 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 95996 members 
Mstep: Class 20 contains 6372 members 
Mstep: Class 21 contains 63828 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 109909 members 
Mstep: Class 24 contains 35985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104224.000000 Penalty: 53515.957031
Iteration 281Q: 25 clusters Score -1.021042e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148584 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15434 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 90981 members 
Mstep: Class 13 contains 32724 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147523 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 96203 members 
Mstep: Class 20 contains 6364 members 
Mstep: Class 21 contains 63989 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 109940 members 
Mstep: Class 24 contains 36040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104272.000000 Penalty: 53515.957031
Iteration 282Q: 25 clusters Score -1.021043e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8726 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148582 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 91003 members 
Mstep: Class 13 contains 32270 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147523 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 96413 members 
Mstep: Class 20 contains 6354 members 
Mstep: Class 21 contains 64151 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 109972 members 
Mstep: Class 24 contains 36106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104112.000000 Penalty: 53515.957031
Iteration 283Q: 25 clusters Score -1.021041e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8706 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148582 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15421 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 91006 members 
Mstep: Class 13 contains 31791 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147521 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 96656 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 64354 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 109971 members 
Mstep: Class 24 contains 36175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104080.000000 Penalty: 53515.957031
Iteration 284Q: 25 clusters Score -1.021041e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8681 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148583 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15421 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 91013 members 
Mstep: Class 13 contains 31311 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3677 members 
Mstep: Class 17 contains 147521 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 96869 members 
Mstep: Class 20 contains 6339 members 
Mstep: Class 21 contains 64575 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 109988 members 
Mstep: Class 24 contains 36228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104312.000000 Penalty: 53515.957031
Iteration 285Q: 25 clusters Score -1.021043e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8653 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148582 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15424 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 91009 members 
Mstep: Class 13 contains 30819 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147520 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 97081 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 64855 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 109984 members 
Mstep: Class 24 contains 36266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103904.000000 Penalty: 53515.957031
Iteration 286Q: 25 clusters Score -1.021039e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8633 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 148581 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15413 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 91007 members 
Mstep: Class 13 contains 30331 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147520 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 97276 members 
Mstep: Class 20 contains 6334 members 
Mstep: Class 21 contains 65130 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 109996 members 
Mstep: Class 24 contains 36304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103960.000000 Penalty: 53515.957031
Iteration 287Q: 25 clusters Score -1.02104e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8607 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148582 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15414 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 91023 members 
Mstep: Class 13 contains 29835 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147517 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 97471 members 
Mstep: Class 20 contains 6323 members 
Mstep: Class 21 contains 65377 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 110004 members 
Mstep: Class 24 contains 36372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103800.000000 Penalty: 53515.957031
Iteration 288Q: 25 clusters Score -1.021038e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8577 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 148583 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 91032 members 
Mstep: Class 13 contains 29370 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15650 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147515 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 97669 members 
Mstep: Class 20 contains 6321 members 
Mstep: Class 21 contains 65587 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 110015 members 
Mstep: Class 24 contains 36453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103448.000000 Penalty: 53515.957031
Iteration 289Q: 25 clusters Score -1.021034e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8542 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148580 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15409 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 91053 members 
Mstep: Class 13 contains 28902 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15651 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147513 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 97833 members 
Mstep: Class 20 contains 6313 members 
Mstep: Class 21 contains 65832 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 110024 members 
Mstep: Class 24 contains 36523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103416.000000 Penalty: 53515.957031
Iteration 290Q: 25 clusters Score -1.021034e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8509 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148581 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15412 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 91058 members 
Mstep: Class 13 contains 28419 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15651 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 98052 members 
Mstep: Class 20 contains 6306 members 
Mstep: Class 21 contains 66065 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 110012 members 
Mstep: Class 24 contains 36604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103496.000000 Penalty: 53515.957031
Iteration 291Q: 25 clusters Score -1.021035e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8475 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148581 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15413 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 91055 members 
Mstep: Class 13 contains 27935 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15651 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147508 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 98284 members 
Mstep: Class 20 contains 6296 members 
Mstep: Class 21 contains 66315 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 109979 members 
Mstep: Class 24 contains 36685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103488.000000 Penalty: 53515.957031
Iteration 292Q: 25 clusters Score -1.021035e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 148580 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15401 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 12 contains 91056 members 
Mstep: Class 13 contains 27478 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15651 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147508 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 98544 members 
Mstep: Class 20 contains 6284 members 
Mstep: Class 21 contains 66556 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 109919 members 
Mstep: Class 24 contains 36761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103648.000000 Penalty: 53515.957031
Iteration 293Q: 25 clusters Score -1.021036e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8412 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148577 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15409 members 
Mstep: Class 11 contains 3692 members 
Mstep: Class 12 contains 91055 members 
Mstep: Class 13 contains 27027 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15652 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147508 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 98844 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 66798 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 109779 members 
Mstep: Class 24 contains 36849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103592.000000 Penalty: 53515.957031
Iteration 294Q: 25 clusters Score -1.021036e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8384 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148578 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15417 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 91051 members 
Mstep: Class 13 contains 26556 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15653 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147508 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 99209 members 
Mstep: Class 20 contains 6276 members 
Mstep: Class 21 contains 66994 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 109635 members 
Mstep: Class 24 contains 36928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103456.000000 Penalty: 53515.957031
Iteration 295Q: 25 clusters Score -1.021035e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8358 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148576 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15424 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 91045 members 
Mstep: Class 13 contains 26098 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147508 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 99551 members 
Mstep: Class 20 contains 6273 members 
Mstep: Class 21 contains 67231 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 109448 members 
Mstep: Class 24 contains 37023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103544.000000 Penalty: 53515.957031
Iteration 296Q: 25 clusters Score -1.021035e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8329 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148576 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 91051 members 
Mstep: Class 13 contains 25598 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 99888 members 
Mstep: Class 20 contains 6257 members 
Mstep: Class 21 contains 67525 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 109247 members 
Mstep: Class 24 contains 37124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103440.000000 Penalty: 53515.957031
Iteration 297Q: 25 clusters Score -1.021034e+08 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8294 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148576 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15437 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 91056 members 
Mstep: Class 13 contains 25080 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147510 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 100236 members 
Mstep: Class 20 contains 6237 members 
Mstep: Class 21 contains 67859 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 109043 members 
Mstep: Class 24 contains 37206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103520.000000 Penalty: 53515.957031
Iteration 298Q: 25 clusters Score -1.021035e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 8258 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148572 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15443 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 91060 members 
Mstep: Class 13 contains 24562 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147513 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 100621 members 
Mstep: Class 20 contains 6220 members 
Mstep: Class 21 contains 68225 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 108774 members 
Mstep: Class 24 contains 37289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103456.000000 Penalty: 53515.957031
Iteration 299Q: 25 clusters Score -1.021035e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 8220 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148564 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15453 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 91067 members 
Mstep: Class 13 contains 24065 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147519 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 100965 members 
Mstep: Class 20 contains 6206 members 
Mstep: Class 21 contains 68637 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 108490 members 
Mstep: Class 24 contains 37350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103592.000000 Penalty: 53515.957031
Iteration 300F: 25 clusters Score -1.021036e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 8181 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 148561 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15458 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 91071 members 
Mstep: Class 13 contains 23557 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15660 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147520 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 101372 members 
Mstep: Class 20 contains 6194 members 
Mstep: Class 21 contains 69101 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 108107 members 
Mstep: Class 24 contains 37412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103720.000000 Penalty: 53515.957031
Iteration 301Q: 25 clusters Score -1.021037e+08 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 8139 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47002 members 
Mstep: Class 7 contains 148557 members 
Mstep: Class 8 contains 38857 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15448 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 91081 members 
Mstep: Class 13 contains 23081 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15660 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147522 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 101760 members 
Mstep: Class 20 contains 6183 members 
Mstep: Class 21 contains 69631 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 107666 members 
Mstep: Class 24 contains 37466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103944.000000 Penalty: 53515.957031
Iteration 302Q: 25 clusters Score -1.021039e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 8093 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148553 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15436 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 12 contains 91079 members 
Mstep: Class 13 contains 22605 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15661 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147524 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 102243 members 
Mstep: Class 20 contains 6166 members 
Mstep: Class 21 contains 70166 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 107142 members 
Mstep: Class 24 contains 37520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104048.000000 Penalty: 53515.957031
Iteration 303Q: 25 clusters Score -1.02104e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 8042 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148547 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15419 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 91073 members 
Mstep: Class 13 contains 22165 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147528 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 102746 members 
Mstep: Class 20 contains 6158 members 
Mstep: Class 21 contains 70777 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 106481 members 
Mstep: Class 24 contains 37586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104520.000000 Penalty: 53515.957031
Iteration 304Q: 25 clusters Score -1.021045e+08 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 7986 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9846 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148545 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15406 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 91073 members 
Mstep: Class 13 contains 21672 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147532 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 103296 members 
Mstep: Class 20 contains 6151 members 
Mstep: Class 21 contains 71366 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 105840 members 
Mstep: Class 24 contains 37650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104800.000000 Penalty: 53515.957031
Iteration 305Q: 25 clusters Score -1.021048e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 7935 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9846 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 148544 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15405 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 91060 members 
Mstep: Class 13 contains 21178 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147535 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 103874 members 
Mstep: Class 20 contains 6138 members 
Mstep: Class 21 contains 72038 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 105122 members 
Mstep: Class 24 contains 37687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104624.000000 Penalty: 53515.957031
Iteration 306Q: 25 clusters Score -1.021046e+08 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 7883 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9846 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 148541 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15380 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 91058 members 
Mstep: Class 13 contains 20667 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147535 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 104575 members 
Mstep: Class 20 contains 6127 members 
Mstep: Class 21 contains 72732 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 104296 members 
Mstep: Class 24 contains 37722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104432.000000 Penalty: 53515.957031
Iteration 307Q: 25 clusters Score -1.021044e+08 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9845 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148542 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 91039 members 
Mstep: Class 13 contains 20153 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147534 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 105387 members 
Mstep: Class 20 contains 6128 members 
Mstep: Class 21 contains 73497 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 103261 members 
Mstep: Class 24 contains 37767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104272.000000 Penalty: 53515.957031
Iteration 308Q: 25 clusters Score -1.021043e+08 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 7773 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9845 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 148548 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 91041 members 
Mstep: Class 13 contains 19662 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147532 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 106317 members 
Mstep: Class 20 contains 6126 members 
Mstep: Class 21 contains 74294 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 102052 members 
Mstep: Class 24 contains 37787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104216.000000 Penalty: 53515.957031
Iteration 309Q: 25 clusters Score -1.021042e+08 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 7724 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9845 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148547 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15385 members 
Mstep: Class 11 contains 3694 members 
Mstep: Class 12 contains 91023 members 
Mstep: Class 13 contains 19134 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147534 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 107227 members 
Mstep: Class 20 contains 6125 members 
Mstep: Class 21 contains 75244 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 100761 members 
Mstep: Class 24 contains 37822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104184.000000 Penalty: 53515.957031
Iteration 310Q: 25 clusters Score -1.021042e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9845 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 148546 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15380 members 
Mstep: Class 11 contains 3677 members 
Mstep: Class 12 contains 91038 members 
Mstep: Class 13 contains 18599 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147535 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 108044 members 
Mstep: Class 20 contains 6127 members 
Mstep: Class 21 contains 76350 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 99363 members 
Mstep: Class 24 contains 37889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104280.000000 Penalty: 53515.957031
Iteration 311Q: 25 clusters Score -1.021043e+08 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 7632 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 9845 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 148549 members 
Mstep: Class 8 contains 38858 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15375 members 
Mstep: Class 11 contains 3666 members 
Mstep: Class 12 contains 91034 members 
Mstep: Class 13 contains 18069 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147529 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 108769 members 
Mstep: Class 20 contains 6127 members 
Mstep: Class 21 contains 77541 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 97901 members 
Mstep: Class 24 contains 38029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104168.000000 Penalty: 53515.957031
Iteration 312Q: 25 clusters Score -1.021042e+08 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 7595 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9845 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 148551 members 
Mstep: Class 8 contains 38859 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15366 members 
Mstep: Class 11 contains 3665 members 
Mstep: Class 12 contains 91034 members 
Mstep: Class 13 contains 17526 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147527 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 109316 members 
Mstep: Class 20 contains 6127 members 
Mstep: Class 21 contains 78835 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 96452 members 
Mstep: Class 24 contains 38224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104408.000000 Penalty: 53515.957031
Iteration 313Q: 25 clusters Score -1.021044e+08 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 7552 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9845 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148552 members 
Mstep: Class 8 contains 38861 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15358 members 
Mstep: Class 11 contains 3663 members 
Mstep: Class 12 contains 91041 members 
Mstep: Class 13 contains 17065 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147524 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 109684 members 
Mstep: Class 20 contains 6129 members 
Mstep: Class 21 contains 80149 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 94982 members 
Mstep: Class 24 contains 38516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104648.000000 Penalty: 53515.957031
Iteration 314Q: 25 clusters Score -1.021046e+08 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 7508 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9845 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 148551 members 
Mstep: Class 8 contains 38863 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 3667 members 
Mstep: Class 12 contains 91052 members 
Mstep: Class 13 contains 16622 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147521 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 110122 members 
Mstep: Class 20 contains 6144 members 
Mstep: Class 21 contains 81370 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 93572 members 
Mstep: Class 24 contains 38714 members 
Entering Unmasked Estep 
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Iteration 315Q: 25 clusters Score -1.021045e+08 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 7449 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9845 members 
Mstep: Class 6 contains 47002 members 
Mstep: Class 7 contains 148555 members 
Mstep: Class 8 contains 38864 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15375 members 
Mstep: Class 11 contains 3670 members 
Mstep: Class 12 contains 91050 members 
Mstep: Class 13 contains 16231 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147519 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 110672 members 
Mstep: Class 20 contains 6151 members 
Mstep: Class 21 contains 82524 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 92183 members 
Mstep: Class 24 contains 38836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104488.000000 Penalty: 53515.957031
Iteration 316Q: 25 clusters Score -1.021045e+08 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47000 members 
Mstep: Class 7 contains 148555 members 
Mstep: Class 8 contains 38864 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 3669 members 
Mstep: Class 12 contains 91066 members 
Mstep: Class 13 contains 15834 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147520 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 111346 members 
Mstep: Class 20 contains 6163 members 
Mstep: Class 21 contains 83635 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 90777 members 
Mstep: Class 24 contains 38874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104600.000000 Penalty: 53515.957031
Iteration 317Q: 25 clusters Score -1.021046e+08 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 7360 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148559 members 
Mstep: Class 8 contains 38864 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15370 members 
Mstep: Class 11 contains 3671 members 
Mstep: Class 12 contains 91065 members 
Mstep: Class 13 contains 15466 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147518 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 112056 members 
Mstep: Class 20 contains 6171 members 
Mstep: Class 21 contains 84699 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 89395 members 
Mstep: Class 24 contains 38884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104528.000000 Penalty: 53515.957031
Iteration 318Q: 25 clusters Score -1.021045e+08 nChanged 3599
Entering ConstructFrom: 
Score: -102104528.000000 Penalty: 53515.957031
Entering ConstructFrom: 
Trying to split cluster 1 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -261423.296875 Penalty: 1270.167725
	Iteration 0F: 2 clusters Score -261423.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -259065.531250 Penalty: 2540.335449
	Iteration 0F: 3 clusters Score -259065.5 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -259634.187500 Penalty: 2540.335449
	Iteration 1F: 3 clusters Score -259634.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -259878.437500 Penalty: 2540.335449
	Iteration 2F: 3 clusters Score -259878.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -260064.750000 Penalty: 2540.335449
	Iteration 3F: 3 clusters Score -260064.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -260172.218750 Penalty: 2540.335449
	Iteration 4F: 3 clusters Score -260172.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -260240.781250 Penalty: 2540.335449
	Iteration 5Q: 3 clusters Score -260240.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -260293.171875 Penalty: 2540.335449
	Iteration 6Q: 3 clusters Score -260293.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -260349.703125 Penalty: 2540.335449
	Iteration 7Q: 3 clusters Score -260349.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -260407.421875 Penalty: 2540.335449
	Iteration 8Q: 3 clusters Score -260407.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -260483.281250 Penalty: 2540.335449
	Iteration 9Q: 3 clusters Score -260483.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -260564.687500 Penalty: 2540.335449
	Iteration 10Q: 3 clusters Score -260564.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -260650.375000 Penalty: 2540.335449
	Iteration 11Q: 3 clusters Score -260650.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -260727.140625 Penalty: 2540.335449
	Iteration 12Q: 3 clusters Score -260727.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -260792.000000 Penalty: 2540.335449
	Iteration 13Q: 3 clusters Score -260792 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -260875.468750 Penalty: 2540.335449
	Iteration 14Q: 3 clusters Score -260875.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -260924.031250 Penalty: 2540.335449
	Iteration 15Q: 3 clusters Score -260924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -260945.093750 Penalty: 2540.335449
	Iteration 16Q: 3 clusters Score -260945.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -260961.484375 Penalty: 2540.335449
	Iteration 17Q: 3 clusters Score -260961.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -260972.593750 Penalty: 2540.335449
	Iteration 18Q: 3 clusters Score -260972.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -260980.671875 Penalty: 2540.335449
	Iteration 19Q: 3 clusters Score -260980.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -260995.656250 Penalty: 2540.335449
	Iteration 20F: 3 clusters Score -260995.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -261063.828125 Penalty: 2540.335449
	Iteration 21Q: 3 clusters Score -261063.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -261116.765625 Penalty: 2540.335449
	Iteration 22Q: 3 clusters Score -261116.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -261142.218750 Penalty: 2540.335449
	Iteration 23Q: 3 clusters Score -261142.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -261166.421875 Penalty: 2540.335449
	Iteration 24Q: 3 clusters Score -261166.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -261180.921875 Penalty: 2540.335449
	Iteration 25Q: 3 clusters Score -261180.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -261183.437500 Penalty: 2540.335449
	Iteration 26Q: 3 clusters Score -261183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -261187.765625 Penalty: 2540.335449
	Iteration 27Q: 3 clusters Score -261187.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -261187.765625 Penalty: 2540.335449
	Iteration 28F: 3 clusters Score -261187.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -455018.437500 Penalty: 1355.517944
	Iteration 0F: 2 clusters Score -455018.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -451574.687500 Penalty: 2711.035889
	Iteration 0F: 3 clusters Score -451574.7 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -452616.875000 Penalty: 2711.035889
	Iteration 1F: 3 clusters Score -452616.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -452907.125000 Penalty: 2711.035889
	Iteration 2F: 3 clusters Score -452907.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -453194.468750 Penalty: 2711.035889
	Iteration 3F: 3 clusters Score -453194.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -453444.625000 Penalty: 2711.035889
	Iteration 4F: 3 clusters Score -453444.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -453626.843750 Penalty: 2711.035889
	Iteration 5F: 3 clusters Score -453626.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -453773.875000 Penalty: 2711.035889
	Iteration 6Q: 3 clusters Score -453773.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -453881.406250 Penalty: 2711.035889
	Iteration 7Q: 3 clusters Score -453881.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -453976.687500 Penalty: 2711.035889
	Iteration 8Q: 3 clusters Score -453976.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -454051.000000 Penalty: 2711.035889
	Iteration 9Q: 3 clusters Score -454051 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -454089.656250 Penalty: 2711.035889
	Iteration 10Q: 3 clusters Score -454089.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -454124.718750 Penalty: 2711.035889
	Iteration 11Q: 3 clusters Score -454124.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -454171.250000 Penalty: 2711.035889
	Iteration 12Q: 3 clusters Score -454171.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -454224.062500 Penalty: 2711.035889
	Iteration 13Q: 3 clusters Score -454224.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -454292.093750 Penalty: 2711.035889
	Iteration 14Q: 3 clusters Score -454292.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -454354.906250 Penalty: 2711.035889
	Iteration 15Q: 3 clusters Score -454354.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -454397.812500 Penalty: 2711.035889
	Iteration 16Q: 3 clusters Score -454397.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -454445.687500 Penalty: 2711.035889
	Iteration 17Q: 3 clusters Score -454445.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -454501.187500 Penalty: 2711.035889
	Iteration 18Q: 3 clusters Score -454501.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -454562.437500 Penalty: 2711.035889
	Iteration 19Q: 3 clusters Score -454562.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -454607.781250 Penalty: 2711.035889
	Iteration 20F: 3 clusters Score -454607.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -454650.625000 Penalty: 2711.035889
	Iteration 21Q: 3 clusters Score -454650.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -454700.031250 Penalty: 2711.035889
	Iteration 22Q: 3 clusters Score -454700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -454762.718750 Penalty: 2711.035889
	Iteration 23Q: 3 clusters Score -454762.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -454809.750000 Penalty: 2711.035889
	Iteration 24Q: 3 clusters Score -454809.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -454834.500000 Penalty: 2711.035889
	Iteration 25Q: 3 clusters Score -454834.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -454860.281250 Penalty: 2711.035889
	Iteration 26Q: 3 clusters Score -454860.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -454883.375000 Penalty: 2711.035889
	Iteration 27Q: 3 clusters Score -454883.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -454899.906250 Penalty: 2711.035889
	Iteration 28Q: 3 clusters Score -454899.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -454921.250000 Penalty: 2711.035889
	Iteration 29Q: 3 clusters Score -454921.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -454950.468750 Penalty: 2711.035889
	Iteration 30Q: 3 clusters Score -454950.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -454974.937500 Penalty: 2711.035889
	Iteration 31Q: 3 clusters Score -454974.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -454985.468750 Penalty: 2711.035889
	Iteration 32Q: 3 clusters Score -454985.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -454994.500000 Penalty: 2711.035889
	Iteration 33Q: 3 clusters Score -454994.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -455001.062500 Penalty: 2711.035889
	Iteration 34Q: 3 clusters Score -455001.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -455007.312500 Penalty: 2711.035889
	Iteration 35Q: 3 clusters Score -455007.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -455011.968750 Penalty: 2711.035889
	Iteration 36Q: 3 clusters Score -455012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -455015.218750 Penalty: 2711.035889
	Iteration 37Q: 3 clusters Score -455015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -455018.687500 Penalty: 2711.035889
	Iteration 38Q: 3 clusters Score -455018.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -455022.437500 Penalty: 2711.035889
	Iteration 39Q: 3 clusters Score -455022.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -455025.781250 Penalty: 2711.035889
	Iteration 40F: 3 clusters Score -455025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -455026.343750 Penalty: 2711.035889
	Iteration 41Q: 3 clusters Score -455026.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -455026.343750 Penalty: 2711.035889
	Iteration 42F: 3 clusters Score -455026.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3116 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148560 members 
Mstep: Class 8 contains 38864 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15346 members 
Mstep: Class 11 contains 3668 members 
Mstep: Class 12 contains 91082 members 
Mstep: Class 13 contains 15132 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147516 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 112680 members 
Mstep: Class 20 contains 6173 members 
Mstep: Class 21 contains 85781 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 88062 members 
Mstep: Class 24 contains 38898 members 
Mstep: Class 25 contains 1079 members 
Entering Unmasked Estep 
Score: -102103504.000000 Penalty: 55745.789062
Splitting cluster 2 changes total score from -102104528.000000 to -102103504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (7316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Entering Unmasked Estep 
Score: -842659.187500 Penalty: 1445.895508
	Iteration 0F: 2 clusters Score -842659.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -837251.250000 Penalty: 2891.791016
	Iteration 0F: 3 clusters Score -837251.2 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -838862.812500 Penalty: 2891.791016
	Iteration 1F: 3 clusters Score -838862.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -839173.125000 Penalty: 2891.791016
	Iteration 2F: 3 clusters Score -839173.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -839529.562500 Penalty: 2891.791016
	Iteration 3F: 3 clusters Score -839529.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -839947.125000 Penalty: 2891.791016
	Iteration 4F: 3 clusters Score -839947.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -840373.000000 Penalty: 2891.791016
	Iteration 5F: 3 clusters Score -840373 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -840894.812500 Penalty: 2891.791016
	Iteration 6F: 3 clusters Score -840894.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -841360.500000 Penalty: 2891.791016
	Iteration 7F: 3 clusters Score -841360.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -841703.812500 Penalty: 2891.791016
	Iteration 8F: 3 clusters Score -841703.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -841933.625000 Penalty: 2891.791016
	Iteration 9Q: 3 clusters Score -841933.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -842055.812500 Penalty: 2891.791016
	Iteration 10Q: 3 clusters Score -842055.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -842124.687500 Penalty: 2891.791016
	Iteration 11Q: 3 clusters Score -842124.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -842149.500000 Penalty: 2891.791016
	Iteration 12Q: 3 clusters Score -842149.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -842161.562500 Penalty: 2891.791016
	Iteration 13Q: 3 clusters Score -842161.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -842171.500000 Penalty: 2891.791016
	Iteration 14Q: 3 clusters Score -842171.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -842177.500000 Penalty: 2891.791016
	Iteration 15Q: 3 clusters Score -842177.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -842179.125000 Penalty: 2891.791016
	Iteration 16Q: 3 clusters Score -842179.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -842182.687500 Penalty: 2891.791016
	Iteration 17Q: 3 clusters Score -842182.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -842180.500000 Penalty: 2891.791016
	Iteration 18Q: 3 clusters Score -842180.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -842181.500000 Penalty: 2891.791016
	Iteration 19Q: 3 clusters Score -842181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -842182.187500 Penalty: 2891.791016
	Iteration 20F: 3 clusters Score -842182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -842184.437500 Penalty: 2891.791016
	Iteration 21Q: 3 clusters Score -842184.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -842182.687500 Penalty: 2891.791016
	Iteration 22Q: 3 clusters Score -842182.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -842182.687500 Penalty: 2891.791016
	Iteration 23F: 3 clusters Score -842182.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Entering Unmasked Estep 
Score: -1570389.625000 Penalty: 1546.431274
	Iteration 0F: 2 clusters Score -1570390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1560852.375000 Penalty: 3092.862549
	Iteration 0F: 3 clusters Score -1560852 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1564202.750000 Penalty: 3092.862549
	Iteration 1F: 3 clusters Score -1564203 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1564506.125000 Penalty: 3092.862549
	Iteration 2F: 3 clusters Score -1564506 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1564793.875000 Penalty: 3092.862549
	Iteration 3Q: 3 clusters Score -1564794 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1565093.375000 Penalty: 3092.862549
	Iteration 4Q: 3 clusters Score -1565093 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1565416.750000 Penalty: 3092.862549
	Iteration 5Q: 3 clusters Score -1565417 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1565745.375000 Penalty: 3092.862549
	Iteration 6Q: 3 clusters Score -1565745 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1566096.750000 Penalty: 3092.862549
	Iteration 7Q: 3 clusters Score -1566097 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1566459.500000 Penalty: 3092.862549
	Iteration 8Q: 3 clusters Score -1566460 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1566782.250000 Penalty: 3092.862549
	Iteration 9Q: 3 clusters Score -1566782 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1567109.875000 Penalty: 3092.862549
	Iteration 10Q: 3 clusters Score -1567110 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1567428.375000 Penalty: 3092.862549
	Iteration 11Q: 3 clusters Score -1567428 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1567704.375000 Penalty: 3092.862549
	Iteration 12Q: 3 clusters Score -1567704 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1567962.750000 Penalty: 3092.862549
	Iteration 13Q: 3 clusters Score -1567963 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1568157.000000 Penalty: 3092.862549
	Iteration 14Q: 3 clusters Score -1568157 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1568355.875000 Penalty: 3092.862549
	Iteration 15Q: 3 clusters Score -1568356 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1568527.000000 Penalty: 3092.862549
	Iteration 16Q: 3 clusters Score -1568527 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1568663.250000 Penalty: 3092.862549
	Iteration 17Q: 3 clusters Score -1568663 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1568781.750000 Penalty: 3092.862549
	Iteration 18Q: 3 clusters Score -1568782 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1568866.750000 Penalty: 3092.862549
	Iteration 19Q: 3 clusters Score -1568867 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1568928.250000 Penalty: 3092.862549
	Iteration 20F: 3 clusters Score -1568928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1568975.000000 Penalty: 3092.862549
	Iteration 21Q: 3 clusters Score -1568975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1568999.375000 Penalty: 3092.862549
	Iteration 22Q: 3 clusters Score -1568999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1569022.125000 Penalty: 3092.862549
	Iteration 23Q: 3 clusters Score -1569022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1569040.375000 Penalty: 3092.862549
	Iteration 24Q: 3 clusters Score -1569040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1569050.875000 Penalty: 3092.862549
	Iteration 25Q: 3 clusters Score -1569051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1569056.125000 Penalty: 3092.862549
	Iteration 26Q: 3 clusters Score -1569056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1569058.375000 Penalty: 3092.862549
	Iteration 27Q: 3 clusters Score -1569058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1569064.750000 Penalty: 3092.862549
	Iteration 28Q: 3 clusters Score -1569065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1569068.875000 Penalty: 3092.862549
	Iteration 29Q: 3 clusters Score -1569069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1569072.500000 Penalty: 3092.862549
	Iteration 30Q: 3 clusters Score -1569072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1569076.000000 Penalty: 3092.862549
	Iteration 31Q: 3 clusters Score -1569076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1569079.625000 Penalty: 3092.862549
	Iteration 32Q: 3 clusters Score -1569080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1569080.375000 Penalty: 3092.862549
	Iteration 33Q: 3 clusters Score -1569080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1569082.625000 Penalty: 3092.862549
	Iteration 34Q: 3 clusters Score -1569083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1569083.375000 Penalty: 3092.862549
	Iteration 35Q: 3 clusters Score -1569083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1569083.625000 Penalty: 3092.862549
	Iteration 36Q: 3 clusters Score -1569084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1569084.875000 Penalty: 3092.862549
	Iteration 37Q: 3 clusters Score -1569085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1569087.625000 Penalty: 3092.862549
	Iteration 38Q: 3 clusters Score -1569088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1569088.875000 Penalty: 3092.862549
	Iteration 39Q: 3 clusters Score -1569089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1569093.125000 Penalty: 3092.862549
	Iteration 40F: 3 clusters Score -1569093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1569095.875000 Penalty: 3092.862549
	Iteration 41Q: 3 clusters Score -1569096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1569099.375000 Penalty: 3092.862549
	Iteration 42Q: 3 clusters Score -1569099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1569098.250000 Penalty: 3092.862549
	Iteration 43Q: 3 clusters Score -1569098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1569098.250000 Penalty: 3092.862549
	Iteration 44F: 3 clusters Score -1569098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Entering Unmasked Estep 
Score: -1124374.875000 Penalty: 1494.207886
	Iteration 0F: 2 clusters Score -1124375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1117406.875000 Penalty: 2988.415771
	Iteration 0F: 3 clusters Score -1117407 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1119592.125000 Penalty: 2988.415771
	Iteration 1F: 3 clusters Score -1119592 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1119827.500000 Penalty: 2988.415771
	Iteration 2F: 3 clusters Score -1119828 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1120022.875000 Penalty: 2988.415771
	Iteration 3Q: 3 clusters Score -1120023 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1120215.000000 Penalty: 2988.415771
	Iteration 4Q: 3 clusters Score -1120215 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1120381.500000 Penalty: 2988.415771
	Iteration 5Q: 3 clusters Score -1120382 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1120537.625000 Penalty: 2988.415771
	Iteration 6Q: 3 clusters Score -1120538 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1120688.250000 Penalty: 2988.415771
	Iteration 7Q: 3 clusters Score -1120688 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1120851.125000 Penalty: 2988.415771
	Iteration 8Q: 3 clusters Score -1120851 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1121051.875000 Penalty: 2988.415771
	Iteration 9Q: 3 clusters Score -1121052 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1121308.500000 Penalty: 2988.415771
	Iteration 10Q: 3 clusters Score -1121308 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1121629.750000 Penalty: 2988.415771
	Iteration 11Q: 3 clusters Score -1121630 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1122011.500000 Penalty: 2988.415771
	Iteration 12Q: 3 clusters Score -1122012 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1122401.125000 Penalty: 2988.415771
	Iteration 13Q: 3 clusters Score -1122401 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1122661.750000 Penalty: 2988.415771
	Iteration 14Q: 3 clusters Score -1122662 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1122797.750000 Penalty: 2988.415771
	Iteration 15Q: 3 clusters Score -1122798 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1122861.250000 Penalty: 2988.415771
	Iteration 16Q: 3 clusters Score -1122861 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1122902.375000 Penalty: 2988.415771
	Iteration 17Q: 3 clusters Score -1122902 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1122937.500000 Penalty: 2988.415771
	Iteration 18Q: 3 clusters Score -1122938 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1122973.500000 Penalty: 2988.415771
	Iteration 19Q: 3 clusters Score -1122974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1122998.375000 Penalty: 2988.415771
	Iteration 20F: 3 clusters Score -1122998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1123008.125000 Penalty: 2988.415771
	Iteration 21Q: 3 clusters Score -1123008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1123019.750000 Penalty: 2988.415771
	Iteration 22Q: 3 clusters Score -1123020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1123023.875000 Penalty: 2988.415771
	Iteration 23Q: 3 clusters Score -1123024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1123028.000000 Penalty: 2988.415771
	Iteration 24Q: 3 clusters Score -1123028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1123036.250000 Penalty: 2988.415771
	Iteration 25Q: 3 clusters Score -1123036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1123038.750000 Penalty: 2988.415771
	Iteration 26Q: 3 clusters Score -1123039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1123039.750000 Penalty: 2988.415771
	Iteration 27Q: 3 clusters Score -1123040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1123040.375000 Penalty: 2988.415771
	Iteration 28Q: 3 clusters Score -1123040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1123045.250000 Penalty: 2988.415771
	Iteration 29Q: 3 clusters Score -1123045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1123045.625000 Penalty: 2988.415771
	Iteration 30Q: 3 clusters Score -1123046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1123046.750000 Penalty: 2988.415771
	Iteration 31Q: 3 clusters Score -1123047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1123050.375000 Penalty: 2988.415771
	Iteration 32Q: 3 clusters Score -1123050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1123050.375000 Penalty: 2988.415771
	Iteration 33Q: 3 clusters Score -1123050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1123051.500000 Penalty: 2988.415771
	Iteration 34Q: 3 clusters Score -1123052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1123051.250000 Penalty: 2988.415771
	Iteration 35Q: 3 clusters Score -1123051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1123052.500000 Penalty: 2988.415771
	Iteration 36Q: 3 clusters Score -1123052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1123052.125000 Penalty: 2988.415771
	Iteration 37Q: 3 clusters Score -1123052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1123054.625000 Penalty: 2988.415771
	Iteration 38Q: 3 clusters Score -1123055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1123056.125000 Penalty: 2988.415771
	Iteration 39Q: 3 clusters Score -1123056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1123056.500000 Penalty: 2988.415771
	Iteration 40F: 3 clusters Score -1123056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1123058.250000 Penalty: 2988.415771
	Iteration 41Q: 3 clusters Score -1123058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1123061.250000 Penalty: 2988.415771
	Iteration 42Q: 3 clusters Score -1123061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1123060.375000 Penalty: 2988.415771
	Iteration 43Q: 3 clusters Score -1123060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1123058.625000 Penalty: 2988.415771
	Iteration 44Q: 3 clusters Score -1123059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1123057.375000 Penalty: 2988.415771
	Iteration 45Q: 3 clusters Score -1123057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1123058.750000 Penalty: 2988.415771
	Iteration 46Q: 3 clusters Score -1123059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1123059.250000 Penalty: 2988.415771
	Iteration 47Q: 3 clusters Score -1123059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1123060.500000 Penalty: 2988.415771
	Iteration 48Q: 3 clusters Score -1123060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1123060.500000 Penalty: 2988.415771
	Iteration 49F: 3 clusters Score -1123060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Entering Unmasked Estep 
Score: -5389046.000000 Penalty: 1748.155640
	Iteration 0F: 2 clusters Score -5389046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -5357696.000000 Penalty: 3496.311279
	Iteration 0F: 3 clusters Score -5357696 nChanged 21808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -5370028.500000 Penalty: 3496.311279
	Iteration 1F: 3 clusters Score -5370028 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -5370552.000000 Penalty: 3496.311279
	Iteration 2Q: 3 clusters Score -5370552 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -5371008.000000 Penalty: 3496.311279
	Iteration 3Q: 3 clusters Score -5371008 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -5371472.000000 Penalty: 3496.311279
	Iteration 4Q: 3 clusters Score -5371472 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -5372063.000000 Penalty: 3496.311279
	Iteration 5Q: 3 clusters Score -5372063 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -5372637.000000 Penalty: 3496.311279
	Iteration 6Q: 3 clusters Score -5372637 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -5373472.000000 Penalty: 3496.311279
	Iteration 7Q: 3 clusters Score -5373472 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -5374484.000000 Penalty: 3496.311279
	Iteration 8Q: 3 clusters Score -5374484 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -5375929.000000 Penalty: 3496.311279
	Iteration 9F: 3 clusters Score -5375929 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -5377979.500000 Penalty: 3496.311279
	Iteration 10F: 3 clusters Score -5377980 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -5380450.000000 Penalty: 3496.311279
	Iteration 11F: 3 clusters Score -5380450 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -5382733.000000 Penalty: 3496.311279
	Iteration 12F: 3 clusters Score -5382733 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -5384582.000000 Penalty: 3496.311279
	Iteration 13Q: 3 clusters Score -5384582 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -5385765.000000 Penalty: 3496.311279
	Iteration 14Q: 3 clusters Score -5385765 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5386456.000000 Penalty: 3496.311279
	Iteration 15Q: 3 clusters Score -5386456 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5386861.500000 Penalty: 3496.311279
	Iteration 16Q: 3 clusters Score -5386862 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5387159.000000 Penalty: 3496.311279
	Iteration 17Q: 3 clusters Score -5387159 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5387335.500000 Penalty: 3496.311279
	Iteration 18Q: 3 clusters Score -5387336 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5387412.500000 Penalty: 3496.311279
	Iteration 19Q: 3 clusters Score -5387412 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5387464.500000 Penalty: 3496.311279
	Iteration 20F: 3 clusters Score -5387464 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5387527.000000 Penalty: 3496.311279
	Iteration 21Q: 3 clusters Score -5387527 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5387556.000000 Penalty: 3496.311279
	Iteration 22Q: 3 clusters Score -5387556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5387591.500000 Penalty: 3496.311279
	Iteration 23Q: 3 clusters Score -5387592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5387595.000000 Penalty: 3496.311279
	Iteration 24Q: 3 clusters Score -5387595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5387613.500000 Penalty: 3496.311279
	Iteration 25Q: 3 clusters Score -5387614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5387627.000000 Penalty: 3496.311279
	Iteration 26Q: 3 clusters Score -5387627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5387645.000000 Penalty: 3496.311279
	Iteration 27Q: 3 clusters Score -5387645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5387654.000000 Penalty: 3496.311279
	Iteration 28Q: 3 clusters Score -5387654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5387666.000000 Penalty: 3496.311279
	Iteration 29Q: 3 clusters Score -5387666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5387662.500000 Penalty: 3496.311279
	Iteration 30Q: 3 clusters Score -5387662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5387664.500000 Penalty: 3496.311279
	Iteration 31Q: 3 clusters Score -5387664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5387669.500000 Penalty: 3496.311279
	Iteration 32Q: 3 clusters Score -5387670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5387678.000000 Penalty: 3496.311279
	Iteration 33Q: 3 clusters Score -5387678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5387692.000000 Penalty: 3496.311279
	Iteration 34Q: 3 clusters Score -5387692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5387697.500000 Penalty: 3496.311279
	Iteration 35Q: 3 clusters Score -5387698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5387704.500000 Penalty: 3496.311279
	Iteration 36Q: 3 clusters Score -5387704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5387717.000000 Penalty: 3496.311279
	Iteration 37Q: 3 clusters Score -5387717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5387716.500000 Penalty: 3496.311279
	Iteration 38Q: 3 clusters Score -5387716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5387717.500000 Penalty: 3496.311279
	Iteration 39Q: 3 clusters Score -5387718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5387719.000000 Penalty: 3496.311279
	Iteration 40F: 3 clusters Score -5387719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5387723.000000 Penalty: 3496.311279
	Iteration 41Q: 3 clusters Score -5387723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5387723.000000 Penalty: 3496.311279
	Iteration 42Q: 3 clusters Score -5387723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5387725.000000 Penalty: 3496.311279
	Iteration 43Q: 3 clusters Score -5387725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5387720.500000 Penalty: 3496.311279
	Iteration 44Q: 3 clusters Score -5387720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5387730.500000 Penalty: 3496.311279
	Iteration 45Q: 3 clusters Score -5387730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5387731.500000 Penalty: 3496.311279
	Iteration 46Q: 3 clusters Score -5387732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5387731.500000 Penalty: 3496.311279
	Iteration 47F: 3 clusters Score -5387732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (148560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148560 members 
Entering Unmasked Estep 
Score: -16778658.000000 Penalty: 1935.170898
	Iteration 0F: 2 clusters Score -1.677866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -16680290.000000 Penalty: 3870.341797
	Iteration 0F: 3 clusters Score -1.668029e+07 nChanged 71752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74474 members 
Mstep: Class 2 contains 74086 members 
Entering Unmasked Estep 
Score: -16722963.000000 Penalty: 3870.341797
	Iteration 1F: 3 clusters Score -1.672296e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 74199 members 
Entering Unmasked Estep 
Score: -16724829.000000 Penalty: 3870.341797
	Iteration 2Q: 3 clusters Score -1.672483e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 74545 members 
Entering Unmasked Estep 
Score: -16727561.000000 Penalty: 3870.341797
	Iteration 3Q: 3 clusters Score -1.672756e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 75369 members 
Entering Unmasked Estep 
Score: -16731203.000000 Penalty: 3870.341797
	Iteration 4F: 3 clusters Score -1.67312e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71584 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -16735800.000000 Penalty: 3870.341797
	Iteration 5F: 3 clusters Score -1.67358e+07 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -16741284.000000 Penalty: 3870.341797
	Iteration 6F: 3 clusters Score -1.674128e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 82458 members 
Entering Unmasked Estep 
Score: -16748036.000000 Penalty: 3870.341797
	Iteration 7F: 3 clusters Score -1.674804e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 85549 members 
Entering Unmasked Estep 
Score: -16754380.000000 Penalty: 3870.341797
	Iteration 8F: 3 clusters Score -1.675438e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 88198 members 
Entering Unmasked Estep 
Score: -16758309.000000 Penalty: 3870.341797
	Iteration 9Q: 3 clusters Score -1.675831e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -16759990.000000 Penalty: 3870.341797
	Iteration 10Q: 3 clusters Score -1.675999e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 92665 members 
Entering Unmasked Estep 
Score: -16760904.000000 Penalty: 3870.341797
	Iteration 11Q: 3 clusters Score -1.67609e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 94849 members 
Entering Unmasked Estep 
Score: -16761675.000000 Penalty: 3870.341797
	Iteration 12Q: 3 clusters Score -1.676168e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 97019 members 
Entering Unmasked Estep 
Score: -16762314.000000 Penalty: 3870.341797
	Iteration 13Q: 3 clusters Score -1.676231e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 99153 members 
Entering Unmasked Estep 
Score: -16762951.000000 Penalty: 3870.341797
	Iteration 14Q: 3 clusters Score -1.676295e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 101275 members 
Entering Unmasked Estep 
Score: -16763638.000000 Penalty: 3870.341797
	Iteration 15Q: 3 clusters Score -1.676364e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 103456 members 
Entering Unmasked Estep 
Score: -16764414.000000 Penalty: 3870.341797
	Iteration 16Q: 3 clusters Score -1.676441e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 105653 members 
Entering Unmasked Estep 
Score: -16765244.000000 Penalty: 3870.341797
	Iteration 17Q: 3 clusters Score -1.676524e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 107781 members 
Entering Unmasked Estep 
Score: -16765981.000000 Penalty: 3870.341797
	Iteration 18Q: 3 clusters Score -1.676598e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 109979 members 
Entering Unmasked Estep 
Score: -16766739.000000 Penalty: 3870.341797
	Iteration 19Q: 3 clusters Score -1.676674e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 112168 members 
Entering Unmasked Estep 
Score: -16767435.000000 Penalty: 3870.341797
	Iteration 20F: 3 clusters Score -1.676744e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 114408 members 
Entering Unmasked Estep 
Score: -16768231.000000 Penalty: 3870.341797
	Iteration 21Q: 3 clusters Score -1.676823e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 116606 members 
Entering Unmasked Estep 
Score: -16769068.000000 Penalty: 3870.341797
	Iteration 22Q: 3 clusters Score -1.676907e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 118683 members 
Entering Unmasked Estep 
Score: -16769870.000000 Penalty: 3870.341797
	Iteration 23Q: 3 clusters Score -1.676987e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 120797 members 
Entering Unmasked Estep 
Score: -16770602.000000 Penalty: 3870.341797
	Iteration 24Q: 3 clusters Score -1.67706e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 122827 members 
Entering Unmasked Estep 
Score: -16771317.000000 Penalty: 3870.341797
	Iteration 25Q: 3 clusters Score -1.677132e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 124803 members 
Entering Unmasked Estep 
Score: -16771903.000000 Penalty: 3870.341797
	Iteration 26Q: 3 clusters Score -1.67719e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 126793 members 
Entering Unmasked Estep 
Score: -16772699.000000 Penalty: 3870.341797
	Iteration 27Q: 3 clusters Score -1.67727e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 128652 members 
Entering Unmasked Estep 
Score: -16773453.000000 Penalty: 3870.341797
	Iteration 28Q: 3 clusters Score -1.677345e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 130396 members 
Entering Unmasked Estep 
Score: -16774105.000000 Penalty: 3870.341797
	Iteration 29Q: 3 clusters Score -1.67741e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 132019 members 
Entering Unmasked Estep 
Score: -16774728.000000 Penalty: 3870.341797
	Iteration 30Q: 3 clusters Score -1.677473e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 133573 members 
Entering Unmasked Estep 
Score: -16775296.000000 Penalty: 3870.341797
	Iteration 31Q: 3 clusters Score -1.67753e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 134993 members 
Entering Unmasked Estep 
Score: -16775853.000000 Penalty: 3870.341797
	Iteration 32Q: 3 clusters Score -1.677585e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 136354 members 
Entering Unmasked Estep 
Score: -16776464.000000 Penalty: 3870.341797
	Iteration 33Q: 3 clusters Score -1.677646e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 137546 members 
Entering Unmasked Estep 
Score: -16776712.000000 Penalty: 3870.341797
	Iteration 34Q: 3 clusters Score -1.677671e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 138614 members 
Entering Unmasked Estep 
Score: -16777052.000000 Penalty: 3870.341797
	Iteration 35Q: 3 clusters Score -1.677705e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 139637 members 
Entering Unmasked Estep 
Score: -16777354.000000 Penalty: 3870.341797
	Iteration 36Q: 3 clusters Score -1.677735e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 140479 members 
Entering Unmasked Estep 
Score: -16777606.000000 Penalty: 3870.341797
	Iteration 37Q: 3 clusters Score -1.677761e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 141234 members 
Entering Unmasked Estep 
Score: -16777698.000000 Penalty: 3870.341797
	Iteration 38Q: 3 clusters Score -1.67777e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 141904 members 
Entering Unmasked Estep 
Score: -16777848.000000 Penalty: 3870.341797
	Iteration 39Q: 3 clusters Score -1.677785e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 142477 members 
Entering Unmasked Estep 
Score: -16777978.000000 Penalty: 3870.341797
	Iteration 40F: 3 clusters Score -1.677798e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 143004 members 
Entering Unmasked Estep 
Score: -16778052.000000 Penalty: 3870.341797
	Iteration 41Q: 3 clusters Score -1.677805e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 143460 members 
Entering Unmasked Estep 
Score: -16778164.000000 Penalty: 3870.341797
	Iteration 42Q: 3 clusters Score -1.677816e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 143872 members 
Entering Unmasked Estep 
Score: -16778226.000000 Penalty: 3870.341797
	Iteration 43Q: 3 clusters Score -1.677823e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 144203 members 
Entering Unmasked Estep 
Score: -16778226.000000 Penalty: 3870.341797
	Iteration 44Q: 3 clusters Score -1.677823e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 144494 members 
Entering Unmasked Estep 
Score: -16778244.000000 Penalty: 3870.341797
	Iteration 45Q: 3 clusters Score -1.677824e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 144725 members 
Entering Unmasked Estep 
Score: -16778288.000000 Penalty: 3870.341797
	Iteration 46Q: 3 clusters Score -1.677829e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 144908 members 
Entering Unmasked Estep 
Score: -16778304.000000 Penalty: 3870.341797
	Iteration 47Q: 3 clusters Score -1.67783e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 145065 members 
Entering Unmasked Estep 
Score: -16778282.000000 Penalty: 3870.341797
	Iteration 48Q: 3 clusters Score -1.677828e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 145199 members 
Entering Unmasked Estep 
Score: -16778288.000000 Penalty: 3870.341797
	Iteration 49Q: 3 clusters Score -1.677829e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 145319 members 
Entering Unmasked Estep 
Score: -16778298.000000 Penalty: 3870.341797
	Iteration 50Q: 3 clusters Score -1.67783e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 145419 members 
Entering Unmasked Estep 
Score: -16778302.000000 Penalty: 3870.341797
	Iteration 51Q: 3 clusters Score -1.67783e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 145504 members 
Entering Unmasked Estep 
Score: -16778296.000000 Penalty: 3870.341797
	Iteration 52Q: 3 clusters Score -1.67783e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 145586 members 
Entering Unmasked Estep 
Score: -16778316.000000 Penalty: 3870.341797
	Iteration 53Q: 3 clusters Score -1.677832e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 145655 members 
Entering Unmasked Estep 
Score: -16778320.000000 Penalty: 3870.341797
	Iteration 54Q: 3 clusters Score -1.677832e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 145702 members 
Entering Unmasked Estep 
Score: -16778298.000000 Penalty: 3870.341797
	Iteration 55Q: 3 clusters Score -1.67783e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 145732 members 
Entering Unmasked Estep 
Score: -16778292.000000 Penalty: 3870.341797
	Iteration 56Q: 3 clusters Score -1.677829e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 145761 members 
Entering Unmasked Estep 
Score: -16778286.000000 Penalty: 3870.341797
	Iteration 57Q: 3 clusters Score -1.677829e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 145774 members 
Entering Unmasked Estep 
Score: -16778284.000000 Penalty: 3870.341797
	Iteration 58Q: 3 clusters Score -1.677828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 145794 members 
Entering Unmasked Estep 
Score: -16778300.000000 Penalty: 3870.341797
	Iteration 59Q: 3 clusters Score -1.67783e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 145809 members 
Entering Unmasked Estep 
Score: -16778292.000000 Penalty: 3870.341797
	Iteration 60F: 3 clusters Score -1.677829e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 145811 members 
Entering Unmasked Estep 
Score: -16778300.000000 Penalty: 3870.341797
	Iteration 61Q: 3 clusters Score -1.67783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 145814 members 
Entering Unmasked Estep 
Score: -16778300.000000 Penalty: 3870.341797
	Iteration 62Q: 3 clusters Score -1.67783e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -16778298.000000 Penalty: 3870.341797
	Iteration 63Q: 3 clusters Score -1.67783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 145824 members 
Entering Unmasked Estep 
Score: -16778318.000000 Penalty: 3870.341797
	Iteration 64Q: 3 clusters Score -1.677832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 145829 members 
Entering Unmasked Estep 
Score: -16778308.000000 Penalty: 3870.341797
	Iteration 65Q: 3 clusters Score -1.677831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 145836 members 
Entering Unmasked Estep 
Score: -16778290.000000 Penalty: 3870.341797
	Iteration 66Q: 3 clusters Score -1.677829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 145841 members 
Entering Unmasked Estep 
Score: -16778278.000000 Penalty: 3870.341797
	Iteration 67Q: 3 clusters Score -1.677828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 145846 members 
Entering Unmasked Estep 
Score: -16778284.000000 Penalty: 3870.341797
	Iteration 68Q: 3 clusters Score -1.677828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 145844 members 
Entering Unmasked Estep 
Score: -16778282.000000 Penalty: 3870.341797
	Iteration 69Q: 3 clusters Score -1.677828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 145848 members 
Entering Unmasked Estep 
Score: -16778282.000000 Penalty: 3870.341797
	Iteration 70Q: 3 clusters Score -1.677828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 145850 members 
Entering Unmasked Estep 
Score: -16778280.000000 Penalty: 3870.341797
	Iteration 71Q: 3 clusters Score -1.677828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 145852 members 
Entering Unmasked Estep 
Score: -16778268.000000 Penalty: 3870.341797
	Iteration 72Q: 3 clusters Score -1.677827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 145852 members 
Entering Unmasked Estep 
Score: -16778284.000000 Penalty: 3870.341797
	Iteration 73Q: 3 clusters Score -1.677828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 145851 members 
Entering Unmasked Estep 
Score: -16778280.000000 Penalty: 3870.341797
	Iteration 74Q: 3 clusters Score -1.677828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 145854 members 
Entering Unmasked Estep 
Score: -16778280.000000 Penalty: 3870.341797
	Iteration 75Q: 3 clusters Score -1.677828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 145860 members 
Entering Unmasked Estep 
Score: -16778280.000000 Penalty: 3870.341797
	Iteration 76Q: 3 clusters Score -1.677828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 145864 members 
Entering Unmasked Estep 
Score: -16778288.000000 Penalty: 3870.341797
	Iteration 77Q: 3 clusters Score -1.677829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 145866 members 
Entering Unmasked Estep 
Score: -16778266.000000 Penalty: 3870.341797
	Iteration 78Q: 3 clusters Score -1.677827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 145867 members 
Entering Unmasked Estep 
Score: -16778266.000000 Penalty: 3870.341797
	Iteration 79Q: 3 clusters Score -1.677827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 145867 members 
Entering Unmasked Estep 
Score: -16778266.000000 Penalty: 3870.341797
	Iteration 80F: 3 clusters Score -1.677827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Entering Unmasked Estep 
Score: -4293554.500000 Penalty: 1717.271362
	Iteration 0F: 2 clusters Score -4293554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -4267442.500000 Penalty: 3434.542725
	Iteration 0F: 3 clusters Score -4267442 nChanged 17972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4277479.500000 Penalty: 3434.542725
	Iteration 1F: 3 clusters Score -4277480 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -4277854.000000 Penalty: 3434.542725
	Iteration 2Q: 3 clusters Score -4277854 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -4278240.500000 Penalty: 3434.542725
	Iteration 3Q: 3 clusters Score -4278240 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -4278689.500000 Penalty: 3434.542725
	Iteration 4Q: 3 clusters Score -4278690 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -4279200.000000 Penalty: 3434.542725
	Iteration 5Q: 3 clusters Score -4279200 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -4279923.500000 Penalty: 3434.542725
	Iteration 6Q: 3 clusters Score -4279924 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -4280974.500000 Penalty: 3434.542725
	Iteration 7Q: 3 clusters Score -4280974 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -4282510.500000 Penalty: 3434.542725
	Iteration 8F: 3 clusters Score -4282510 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -4284531.000000 Penalty: 3434.542725
	Iteration 9F: 3 clusters Score -4284531 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -4286649.500000 Penalty: 3434.542725
	Iteration 10F: 3 clusters Score -4286650 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -4288303.000000 Penalty: 3434.542725
	Iteration 11Q: 3 clusters Score -4288303 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -4289348.000000 Penalty: 3434.542725
	Iteration 12Q: 3 clusters Score -4289348 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -4290032.500000 Penalty: 3434.542725
	Iteration 13Q: 3 clusters Score -4290032 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4290538.500000 Penalty: 3434.542725
	Iteration 14Q: 3 clusters Score -4290538 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -4290887.000000 Penalty: 3434.542725
	Iteration 15Q: 3 clusters Score -4290887 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -4291130.500000 Penalty: 3434.542725
	Iteration 16Q: 3 clusters Score -4291130 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -4291342.500000 Penalty: 3434.542725
	Iteration 17Q: 3 clusters Score -4291342 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -4291513.500000 Penalty: 3434.542725
	Iteration 18Q: 3 clusters Score -4291514 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4291622.000000 Penalty: 3434.542725
	Iteration 19Q: 3 clusters Score -4291622 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -4291716.000000 Penalty: 3434.542725
	Iteration 20F: 3 clusters Score -4291716 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -4291807.000000 Penalty: 3434.542725
	Iteration 21Q: 3 clusters Score -4291807 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -4291881.000000 Penalty: 3434.542725
	Iteration 22Q: 3 clusters Score -4291881 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -4291941.000000 Penalty: 3434.542725
	Iteration 23Q: 3 clusters Score -4291941 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -4292021.000000 Penalty: 3434.542725
	Iteration 24Q: 3 clusters Score -4292021 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -4292080.000000 Penalty: 3434.542725
	Iteration 25Q: 3 clusters Score -4292080 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -4292150.000000 Penalty: 3434.542725
	Iteration 26Q: 3 clusters Score -4292150 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -4292206.500000 Penalty: 3434.542725
	Iteration 27Q: 3 clusters Score -4292206 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -4292250.000000 Penalty: 3434.542725
	Iteration 28Q: 3 clusters Score -4292250 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -4292287.500000 Penalty: 3434.542725
	Iteration 29Q: 3 clusters Score -4292288 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -4292315.500000 Penalty: 3434.542725
	Iteration 30Q: 3 clusters Score -4292316 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -4292358.000000 Penalty: 3434.542725
	Iteration 31Q: 3 clusters Score -4292358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -4292395.000000 Penalty: 3434.542725
	Iteration 32Q: 3 clusters Score -4292395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -4292414.000000 Penalty: 3434.542725
	Iteration 33Q: 3 clusters Score -4292414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -4292444.500000 Penalty: 3434.542725
	Iteration 34Q: 3 clusters Score -4292444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -4292463.000000 Penalty: 3434.542725
	Iteration 35Q: 3 clusters Score -4292463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -4292483.500000 Penalty: 3434.542725
	Iteration 36Q: 3 clusters Score -4292484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -4292500.500000 Penalty: 3434.542725
	Iteration 37Q: 3 clusters Score -4292500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -4292523.000000 Penalty: 3434.542725
	Iteration 38Q: 3 clusters Score -4292523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -4292557.000000 Penalty: 3434.542725
	Iteration 39Q: 3 clusters Score -4292557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -4292577.500000 Penalty: 3434.542725
	Iteration 40F: 3 clusters Score -4292578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -4292589.500000 Penalty: 3434.542725
	Iteration 41Q: 3 clusters Score -4292590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -4292603.500000 Penalty: 3434.542725
	Iteration 42Q: 3 clusters Score -4292604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -4292608.500000 Penalty: 3434.542725
	Iteration 43Q: 3 clusters Score -4292608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -4292612.500000 Penalty: 3434.542725
	Iteration 44Q: 3 clusters Score -4292612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -4292623.000000 Penalty: 3434.542725
	Iteration 45Q: 3 clusters Score -4292623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -4292634.000000 Penalty: 3434.542725
	Iteration 46Q: 3 clusters Score -4292634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -4292635.500000 Penalty: 3434.542725
	Iteration 47Q: 3 clusters Score -4292636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -4292636.500000 Penalty: 3434.542725
	Iteration 48Q: 3 clusters Score -4292636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -4292642.000000 Penalty: 3434.542725
	Iteration 49Q: 3 clusters Score -4292642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -4292639.000000 Penalty: 3434.542725
	Iteration 50Q: 3 clusters Score -4292639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -4292641.500000 Penalty: 3434.542725
	Iteration 51Q: 3 clusters Score -4292642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -4292641.500000 Penalty: 3434.542725
	Iteration 52Q: 3 clusters Score -4292642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -4292643.500000 Penalty: 3434.542725
	Iteration 53Q: 3 clusters Score -4292644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -4292648.000000 Penalty: 3434.542725
	Iteration 54Q: 3 clusters Score -4292648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -4292655.500000 Penalty: 3434.542725
	Iteration 55Q: 3 clusters Score -4292656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -4292657.000000 Penalty: 3434.542725
	Iteration 56Q: 3 clusters Score -4292657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -4292656.000000 Penalty: 3434.542725
	Iteration 57Q: 3 clusters Score -4292656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -4292656.000000 Penalty: 3434.542725
	Iteration 58F: 3 clusters Score -4292656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -90901.640625 Penalty: 1105.749878
	Iteration 0F: 2 clusters Score -90901.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89684.070312 Penalty: 2211.499756
	Iteration 0F: 3 clusters Score -89684.07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -90049.804688 Penalty: 2211.499756
	Iteration 1F: 3 clusters Score -90049.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -90217.414062 Penalty: 2211.499756
	Iteration 2F: 3 clusters Score -90217.41 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -90389.726562 Penalty: 2211.499756
	Iteration 3F: 3 clusters Score -90389.73 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -90510.132812 Penalty: 2211.499756
	Iteration 4F: 3 clusters Score -90510.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -90627.765625 Penalty: 2211.499756
	Iteration 5Q: 3 clusters Score -90627.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -90710.835938 Penalty: 2211.499756
	Iteration 6Q: 3 clusters Score -90710.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -90749.742188 Penalty: 2211.499756
	Iteration 7Q: 3 clusters Score -90749.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -90757.187500 Penalty: 2211.499756
	Iteration 8Q: 3 clusters Score -90757.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -90758.062500 Penalty: 2211.499756
	Iteration 9Q: 3 clusters Score -90758.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -90758.531250 Penalty: 2211.499756
	Iteration 10F: 3 clusters Score -90758.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -90766.937500 Penalty: 2211.499756
	Iteration 11Q: 3 clusters Score -90766.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -90767.445312 Penalty: 2211.499756
	Iteration 12Q: 3 clusters Score -90767.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -90767.445312 Penalty: 2211.499756
	Iteration 13F: 3 clusters Score -90767.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Entering Unmasked Estep 
Score: -1702889.000000 Penalty: 1566.274048
	Iteration 0F: 2 clusters Score -1702889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1692341.625000 Penalty: 3132.548096
	Iteration 0F: 3 clusters Score -1692342 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1695977.375000 Penalty: 3132.548096
	Iteration 1F: 3 clusters Score -1695977 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1696206.375000 Penalty: 3132.548096
	Iteration 2Q: 3 clusters Score -1696206 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1696395.000000 Penalty: 3132.548096
	Iteration 3Q: 3 clusters Score -1696395 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1696559.625000 Penalty: 3132.548096
	Iteration 4Q: 3 clusters Score -1696560 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1696724.750000 Penalty: 3132.548096
	Iteration 5Q: 3 clusters Score -1696725 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1696906.375000 Penalty: 3132.548096
	Iteration 6Q: 3 clusters Score -1696906 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1697162.750000 Penalty: 3132.548096
	Iteration 7Q: 3 clusters Score -1697163 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1697534.625000 Penalty: 3132.548096
	Iteration 8Q: 3 clusters Score -1697535 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1698091.125000 Penalty: 3132.548096
	Iteration 9F: 3 clusters Score -1698091 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1698784.750000 Penalty: 3132.548096
	Iteration 10F: 3 clusters Score -1698785 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1699604.375000 Penalty: 3132.548096
	Iteration 11F: 3 clusters Score -1699604 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1700443.750000 Penalty: 3132.548096
	Iteration 12F: 3 clusters Score -1700444 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1701069.000000 Penalty: 3132.548096
	Iteration 13Q: 3 clusters Score -1701069 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1701404.250000 Penalty: 3132.548096
	Iteration 14Q: 3 clusters Score -1701404 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1701561.750000 Penalty: 3132.548096
	Iteration 15Q: 3 clusters Score -1701562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1701625.250000 Penalty: 3132.548096
	Iteration 16Q: 3 clusters Score -1701625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1701649.125000 Penalty: 3132.548096
	Iteration 17Q: 3 clusters Score -1701649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1701658.875000 Penalty: 3132.548096
	Iteration 18Q: 3 clusters Score -1701659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1701665.750000 Penalty: 3132.548096
	Iteration 19Q: 3 clusters Score -1701666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1701666.500000 Penalty: 3132.548096
	Iteration 20F: 3 clusters Score -1701666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1701666.500000 Penalty: 3132.548096
	Iteration 21Q: 3 clusters Score -1701666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1701666.500000 Penalty: 3132.548096
	Iteration 22F: 3 clusters Score -1701666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Entering Unmasked Estep 
Score: -426111.281250 Penalty: 1333.702881
	Iteration 0F: 2 clusters Score -426111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -422980.375000 Penalty: 2667.405762
	Iteration 0F: 3 clusters Score -422980.4 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -423809.343750 Penalty: 2667.405762
	Iteration 1F: 3 clusters Score -423809.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -423934.875000 Penalty: 2667.405762
	Iteration 2F: 3 clusters Score -423934.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -424007.781250 Penalty: 2667.405762
	Iteration 3Q: 3 clusters Score -424007.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -424073.500000 Penalty: 2667.405762
	Iteration 4Q: 3 clusters Score -424073.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -424129.812500 Penalty: 2667.405762
	Iteration 5Q: 3 clusters Score -424129.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -424185.156250 Penalty: 2667.405762
	Iteration 6Q: 3 clusters Score -424185.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -424235.625000 Penalty: 2667.405762
	Iteration 7Q: 3 clusters Score -424235.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -424280.687500 Penalty: 2667.405762
	Iteration 8Q: 3 clusters Score -424280.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -424328.500000 Penalty: 2667.405762
	Iteration 9Q: 3 clusters Score -424328.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -424368.406250 Penalty: 2667.405762
	Iteration 10Q: 3 clusters Score -424368.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -424410.562500 Penalty: 2667.405762
	Iteration 11Q: 3 clusters Score -424410.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -424445.625000 Penalty: 2667.405762
	Iteration 12Q: 3 clusters Score -424445.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -424476.250000 Penalty: 2667.405762
	Iteration 13Q: 3 clusters Score -424476.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -424508.250000 Penalty: 2667.405762
	Iteration 14Q: 3 clusters Score -424508.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -424534.062500 Penalty: 2667.405762
	Iteration 15Q: 3 clusters Score -424534.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -424559.781250 Penalty: 2667.405762
	Iteration 16Q: 3 clusters Score -424559.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -424582.218750 Penalty: 2667.405762
	Iteration 17Q: 3 clusters Score -424582.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -424605.656250 Penalty: 2667.405762
	Iteration 18Q: 3 clusters Score -424605.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -424622.343750 Penalty: 2667.405762
	Iteration 19Q: 3 clusters Score -424622.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -424644.593750 Penalty: 2667.405762
	Iteration 20F: 3 clusters Score -424644.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -424668.156250 Penalty: 2667.405762
	Iteration 21Q: 3 clusters Score -424668.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -424685.093750 Penalty: 2667.405762
	Iteration 22Q: 3 clusters Score -424685.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -424699.562500 Penalty: 2667.405762
	Iteration 23Q: 3 clusters Score -424699.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -424714.718750 Penalty: 2667.405762
	Iteration 24Q: 3 clusters Score -424714.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -424726.312500 Penalty: 2667.405762
	Iteration 25Q: 3 clusters Score -424726.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -424738.000000 Penalty: 2667.405762
	Iteration 26Q: 3 clusters Score -424738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -424745.406250 Penalty: 2667.405762
	Iteration 27Q: 3 clusters Score -424745.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -424752.375000 Penalty: 2667.405762
	Iteration 28Q: 3 clusters Score -424752.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -424763.281250 Penalty: 2667.405762
	Iteration 29Q: 3 clusters Score -424763.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -424773.656250 Penalty: 2667.405762
	Iteration 30Q: 3 clusters Score -424773.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -424783.000000 Penalty: 2667.405762
	Iteration 31Q: 3 clusters Score -424783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -424790.562500 Penalty: 2667.405762
	Iteration 32Q: 3 clusters Score -424790.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -424794.593750 Penalty: 2667.405762
	Iteration 33Q: 3 clusters Score -424794.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -424797.593750 Penalty: 2667.405762
	Iteration 34Q: 3 clusters Score -424797.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -424799.656250 Penalty: 2667.405762
	Iteration 35Q: 3 clusters Score -424799.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -424802.250000 Penalty: 2667.405762
	Iteration 36Q: 3 clusters Score -424802.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -424802.843750 Penalty: 2667.405762
	Iteration 37Q: 3 clusters Score -424802.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -424803.406250 Penalty: 2667.405762
	Iteration 38Q: 3 clusters Score -424803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -424803.562500 Penalty: 2667.405762
	Iteration 39Q: 3 clusters Score -424803.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -424803.843750 Penalty: 2667.405762
	Iteration 40F: 3 clusters Score -424803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -424803.718750 Penalty: 2667.405762
	Iteration 41Q: 3 clusters Score -424803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -424805.625000 Penalty: 2667.405762
	Iteration 42Q: 3 clusters Score -424805.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -424805.375000 Penalty: 2667.405762
	Iteration 43Q: 3 clusters Score -424805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -424807.093750 Penalty: 2667.405762
	Iteration 44Q: 3 clusters Score -424807.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -424807.500000 Penalty: 2667.405762
	Iteration 45Q: 3 clusters Score -424807.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -424811.656250 Penalty: 2667.405762
	Iteration 46Q: 3 clusters Score -424811.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -424815.250000 Penalty: 2667.405762
	Iteration 47Q: 3 clusters Score -424815.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -424819.250000 Penalty: 2667.405762
	Iteration 48Q: 3 clusters Score -424819.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -424824.562500 Penalty: 2667.405762
	Iteration 49Q: 3 clusters Score -424824.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -424829.500000 Penalty: 2667.405762
	Iteration 50Q: 3 clusters Score -424829.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -424833.781250 Penalty: 2667.405762
	Iteration 51Q: 3 clusters Score -424833.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -424837.406250 Penalty: 2667.405762
	Iteration 52Q: 3 clusters Score -424837.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -424843.687500 Penalty: 2667.405762
	Iteration 53Q: 3 clusters Score -424843.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -424849.843750 Penalty: 2667.405762
	Iteration 54Q: 3 clusters Score -424849.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -424856.093750 Penalty: 2667.405762
	Iteration 55Q: 3 clusters Score -424856.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -424861.312500 Penalty: 2667.405762
	Iteration 56Q: 3 clusters Score -424861.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -424865.125000 Penalty: 2667.405762
	Iteration 57Q: 3 clusters Score -424865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -424867.937500 Penalty: 2667.405762
	Iteration 58Q: 3 clusters Score -424867.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -424873.437500 Penalty: 2667.405762
	Iteration 59Q: 3 clusters Score -424873.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -424875.312500 Penalty: 2667.405762
	Iteration 60F: 3 clusters Score -424875.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -424878.593750 Penalty: 2667.405762
	Iteration 61Q: 3 clusters Score -424878.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -424881.281250 Penalty: 2667.405762
	Iteration 62Q: 3 clusters Score -424881.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -424882.468750 Penalty: 2667.405762
	Iteration 63Q: 3 clusters Score -424882.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -424884.031250 Penalty: 2667.405762
	Iteration 64Q: 3 clusters Score -424884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -424884.750000 Penalty: 2667.405762
	Iteration 65Q: 3 clusters Score -424884.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -424885.593750 Penalty: 2667.405762
	Iteration 66Q: 3 clusters Score -424885.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -424886.250000 Penalty: 2667.405762
	Iteration 67Q: 3 clusters Score -424886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -424886.625000 Penalty: 2667.405762
	Iteration 68Q: 3 clusters Score -424886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -424887.406250 Penalty: 2667.405762
	Iteration 69Q: 3 clusters Score -424887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -424887.500000 Penalty: 2667.405762
	Iteration 70Q: 3 clusters Score -424887.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -424888.187500 Penalty: 2667.405762
	Iteration 71Q: 3 clusters Score -424888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -424888.406250 Penalty: 2667.405762
	Iteration 72Q: 3 clusters Score -424888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -424888.906250 Penalty: 2667.405762
	Iteration 73Q: 3 clusters Score -424888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -424889.218750 Penalty: 2667.405762
	Iteration 74Q: 3 clusters Score -424889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -424889.031250 Penalty: 2667.405762
	Iteration 75Q: 3 clusters Score -424889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -424889.031250 Penalty: 2667.405762
	Iteration 76F: 3 clusters Score -424889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Entering Unmasked Estep 
Score: -10511912.000000 Penalty: 1855.671265
	Iteration 0F: 2 clusters Score -1.051191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -10452112.000000 Penalty: 3711.342529
	Iteration 0F: 3 clusters Score -1.045211e+07 nChanged 43618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -10477612.000000 Penalty: 3711.342529
	Iteration 1F: 3 clusters Score -1.047761e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -10478508.000000 Penalty: 3711.342529
	Iteration 2Q: 3 clusters Score -1.047851e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -10480099.000000 Penalty: 3711.342529
	Iteration 3Q: 3 clusters Score -1.04801e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -10483241.000000 Penalty: 3711.342529
	Iteration 4F: 3 clusters Score -1.048324e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -10489120.000000 Penalty: 3711.342529
	Iteration 5F: 3 clusters Score -1.048912e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -10497576.000000 Penalty: 3711.342529
	Iteration 6F: 3 clusters Score -1.049758e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -10505116.000000 Penalty: 3711.342529
	Iteration 7F: 3 clusters Score -1.050512e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -10508865.000000 Penalty: 3711.342529
	Iteration 8Q: 3 clusters Score -1.050886e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10509873.000000 Penalty: 3711.342529
	Iteration 9Q: 3 clusters Score -1.050987e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90852 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10510122.000000 Penalty: 3711.342529
	Iteration 10Q: 3 clusters Score -1.051012e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -10510185.000000 Penalty: 3711.342529
	Iteration 11Q: 3 clusters Score -1.051018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10510224.000000 Penalty: 3711.342529
	Iteration 12Q: 3 clusters Score -1.051022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90925 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10510237.000000 Penalty: 3711.342529
	Iteration 13Q: 3 clusters Score -1.051024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90927 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10510240.000000 Penalty: 3711.342529
	Iteration 14Q: 3 clusters Score -1.051024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90928 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10510236.000000 Penalty: 3711.342529
	Iteration 15Q: 3 clusters Score -1.051024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10510242.000000 Penalty: 3711.342529
	Iteration 16Q: 3 clusters Score -1.051024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10510266.000000 Penalty: 3711.342529
	Iteration 17Q: 3 clusters Score -1.051027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10510281.000000 Penalty: 3711.342529
	Iteration 18Q: 3 clusters Score -1.051028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10510282.000000 Penalty: 3711.342529
	Iteration 19Q: 3 clusters Score -1.051028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90933 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10510298.000000 Penalty: 3711.342529
	Iteration 20F: 3 clusters Score -1.05103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10510296.000000 Penalty: 3711.342529
	Iteration 21Q: 3 clusters Score -1.05103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90933 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10510299.000000 Penalty: 3711.342529
	Iteration 22Q: 3 clusters Score -1.05103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10510302.000000 Penalty: 3711.342529
	Iteration 23Q: 3 clusters Score -1.05103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10510296.000000 Penalty: 3711.342529
	Iteration 24Q: 3 clusters Score -1.05103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10510296.000000 Penalty: 3711.342529
	Iteration 25F: 3 clusters Score -1.05103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Entering Unmasked Estep 
Score: -1761926.375000 Penalty: 1563.992188
	Iteration 0F: 2 clusters Score -1761926 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 7518 members 
Entering Unmasked Estep 
Score: -1751543.250000 Penalty: 3127.984375
	Iteration 0F: 3 clusters Score -1751543 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1755110.000000 Penalty: 3127.984375
	Iteration 1F: 3 clusters Score -1755110 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1755350.750000 Penalty: 3127.984375
	Iteration 2Q: 3 clusters Score -1755351 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1755564.625000 Penalty: 3127.984375
	Iteration 3Q: 3 clusters Score -1755565 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1755756.250000 Penalty: 3127.984375
	Iteration 4Q: 3 clusters Score -1755756 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1755971.250000 Penalty: 3127.984375
	Iteration 5Q: 3 clusters Score -1755971 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1756215.750000 Penalty: 3127.984375
	Iteration 6Q: 3 clusters Score -1756216 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1756527.000000 Penalty: 3127.984375
	Iteration 7Q: 3 clusters Score -1756527 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1757031.625000 Penalty: 3127.984375
	Iteration 8F: 3 clusters Score -1757032 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1757730.875000 Penalty: 3127.984375
	Iteration 9F: 3 clusters Score -1757731 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1758571.000000 Penalty: 3127.984375
	Iteration 10F: 3 clusters Score -1758571 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1759362.125000 Penalty: 3127.984375
	Iteration 11F: 3 clusters Score -1759362 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1759968.375000 Penalty: 3127.984375
	Iteration 12Q: 3 clusters Score -1759968 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1760254.750000 Penalty: 3127.984375
	Iteration 13Q: 3 clusters Score -1760255 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1760370.125000 Penalty: 3127.984375
	Iteration 14Q: 3 clusters Score -1760370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1760432.875000 Penalty: 3127.984375
	Iteration 15Q: 3 clusters Score -1760433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1760465.000000 Penalty: 3127.984375
	Iteration 16Q: 3 clusters Score -1760465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1760492.500000 Penalty: 3127.984375
	Iteration 17Q: 3 clusters Score -1760492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1760515.500000 Penalty: 3127.984375
	Iteration 18Q: 3 clusters Score -1760516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1760528.125000 Penalty: 3127.984375
	Iteration 19Q: 3 clusters Score -1760528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1760537.875000 Penalty: 3127.984375
	Iteration 20F: 3 clusters Score -1760538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1760545.000000 Penalty: 3127.984375
	Iteration 21Q: 3 clusters Score -1760545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1760547.000000 Penalty: 3127.984375
	Iteration 22Q: 3 clusters Score -1760547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1760554.375000 Penalty: 3127.984375
	Iteration 23Q: 3 clusters Score -1760554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1760561.875000 Penalty: 3127.984375
	Iteration 24Q: 3 clusters Score -1760562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1760570.250000 Penalty: 3127.984375
	Iteration 25Q: 3 clusters Score -1760570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1760575.125000 Penalty: 3127.984375
	Iteration 26Q: 3 clusters Score -1760575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1760579.625000 Penalty: 3127.984375
	Iteration 27Q: 3 clusters Score -1760580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1760579.000000 Penalty: 3127.984375
	Iteration 28Q: 3 clusters Score -1760579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1760584.750000 Penalty: 3127.984375
	Iteration 29Q: 3 clusters Score -1760585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1760591.125000 Penalty: 3127.984375
	Iteration 30Q: 3 clusters Score -1760591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1760591.875000 Penalty: 3127.984375
	Iteration 31Q: 3 clusters Score -1760592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1760596.250000 Penalty: 3127.984375
	Iteration 32Q: 3 clusters Score -1760596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1760596.250000 Penalty: 3127.984375
	Iteration 33F: 3 clusters Score -1760596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -43604.417969 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -43604.42 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 217 members 
Entering Unmasked Estep 
Score: -42748.585938 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -42748.59 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -43086.328125 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -43086.33 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -43273.710938 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -43273.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -43346.613281 Penalty: 1974.487427
	Iteration 3Q: 3 clusters Score -43346.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -43417.121094 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -43417.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -43450.972656 Penalty: 1974.487427
	Iteration 5Q: 3 clusters Score -43450.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43484.851562 Penalty: 1974.487427
	Iteration 6Q: 3 clusters Score -43484.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43530.992188 Penalty: 1974.487427
	Iteration 7Q: 3 clusters Score -43530.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -43559.992188 Penalty: 1974.487427
	Iteration 8Q: 3 clusters Score -43559.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -43582.808594 Penalty: 1974.487427
	Iteration 9Q: 3 clusters Score -43582.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43599.167969 Penalty: 1974.487427
	Iteration 10Q: 3 clusters Score -43599.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43611.429688 Penalty: 1974.487427
	Iteration 11Q: 3 clusters Score -43611.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43611.429688 Penalty: 1974.487427
	Iteration 12F: 3 clusters Score -43611.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148560 members 
Mstep: Class 8 contains 38864 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15346 members 
Mstep: Class 11 contains 3668 members 
Mstep: Class 12 contains 91082 members 
Mstep: Class 13 contains 15132 members 
Mstep: Class 14 contains 291 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147516 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 112680 members 
Mstep: Class 20 contains 6173 members 
Mstep: Class 21 contains 85781 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 88062 members 
Mstep: Class 24 contains 38898 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
Score: -102103128.000000 Penalty: 55745.789062
Splitting cluster 14 changes total score from -102104528.000000 to -102103128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (15662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Entering Unmasked Estep 
Score: -1813912.125000 Penalty: 1569.586304
	Iteration 0F: 2 clusters Score -1813912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1803226.375000 Penalty: 3139.172607
	Iteration 0F: 3 clusters Score -1803226 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1806904.000000 Penalty: 3139.172607
	Iteration 1F: 3 clusters Score -1806904 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1807230.625000 Penalty: 3139.172607
	Iteration 2F: 3 clusters Score -1807231 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1807532.750000 Penalty: 3139.172607
	Iteration 3Q: 3 clusters Score -1807533 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1807879.625000 Penalty: 3139.172607
	Iteration 4Q: 3 clusters Score -1807880 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1808302.000000 Penalty: 3139.172607
	Iteration 5Q: 3 clusters Score -1808302 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1808809.375000 Penalty: 3139.172607
	Iteration 6F: 3 clusters Score -1808809 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1809442.000000 Penalty: 3139.172607
	Iteration 7F: 3 clusters Score -1809442 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1810145.125000 Penalty: 3139.172607
	Iteration 8F: 3 clusters Score -1810145 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1810807.250000 Penalty: 3139.172607
	Iteration 9F: 3 clusters Score -1810807 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1811321.625000 Penalty: 3139.172607
	Iteration 10Q: 3 clusters Score -1811322 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1811662.500000 Penalty: 3139.172607
	Iteration 11Q: 3 clusters Score -1811662 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1811874.375000 Penalty: 3139.172607
	Iteration 12Q: 3 clusters Score -1811874 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1812012.125000 Penalty: 3139.172607
	Iteration 13Q: 3 clusters Score -1812012 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1812124.250000 Penalty: 3139.172607
	Iteration 14Q: 3 clusters Score -1812124 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1812204.000000 Penalty: 3139.172607
	Iteration 15Q: 3 clusters Score -1812204 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1812269.000000 Penalty: 3139.172607
	Iteration 16Q: 3 clusters Score -1812269 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1812307.125000 Penalty: 3139.172607
	Iteration 17Q: 3 clusters Score -1812307 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1812341.375000 Penalty: 3139.172607
	Iteration 18Q: 3 clusters Score -1812341 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1812378.500000 Penalty: 3139.172607
	Iteration 19Q: 3 clusters Score -1812378 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1812412.375000 Penalty: 3139.172607
	Iteration 20F: 3 clusters Score -1812412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1812437.875000 Penalty: 3139.172607
	Iteration 21Q: 3 clusters Score -1812438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1812463.750000 Penalty: 3139.172607
	Iteration 22Q: 3 clusters Score -1812464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1812480.500000 Penalty: 3139.172607
	Iteration 23Q: 3 clusters Score -1812480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1812504.750000 Penalty: 3139.172607
	Iteration 24Q: 3 clusters Score -1812505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1812521.750000 Penalty: 3139.172607
	Iteration 25Q: 3 clusters Score -1812522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1812531.500000 Penalty: 3139.172607
	Iteration 26Q: 3 clusters Score -1812532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1812549.250000 Penalty: 3139.172607
	Iteration 27Q: 3 clusters Score -1812549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1812565.750000 Penalty: 3139.172607
	Iteration 28Q: 3 clusters Score -1812566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1812569.125000 Penalty: 3139.172607
	Iteration 29Q: 3 clusters Score -1812569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1812575.375000 Penalty: 3139.172607
	Iteration 30Q: 3 clusters Score -1812575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1812582.750000 Penalty: 3139.172607
	Iteration 31Q: 3 clusters Score -1812583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1812592.125000 Penalty: 3139.172607
	Iteration 32Q: 3 clusters Score -1812592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1812600.875000 Penalty: 3139.172607
	Iteration 33Q: 3 clusters Score -1812601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1812613.625000 Penalty: 3139.172607
	Iteration 34Q: 3 clusters Score -1812614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1812625.125000 Penalty: 3139.172607
	Iteration 35Q: 3 clusters Score -1812625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1812629.625000 Penalty: 3139.172607
	Iteration 36Q: 3 clusters Score -1812630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1812635.625000 Penalty: 3139.172607
	Iteration 37Q: 3 clusters Score -1812636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1812646.250000 Penalty: 3139.172607
	Iteration 38Q: 3 clusters Score -1812646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1812653.500000 Penalty: 3139.172607
	Iteration 39Q: 3 clusters Score -1812654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1812656.000000 Penalty: 3139.172607
	Iteration 40F: 3 clusters Score -1812656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1812659.250000 Penalty: 3139.172607
	Iteration 41Q: 3 clusters Score -1812659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1812661.875000 Penalty: 3139.172607
	Iteration 42Q: 3 clusters Score -1812662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1812660.625000 Penalty: 3139.172607
	Iteration 43Q: 3 clusters Score -1812661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1812664.750000 Penalty: 3139.172607
	Iteration 44Q: 3 clusters Score -1812665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1812665.625000 Penalty: 3139.172607
	Iteration 45Q: 3 clusters Score -1812666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1812666.000000 Penalty: 3139.172607
	Iteration 46Q: 3 clusters Score -1812666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1812668.000000 Penalty: 3139.172607
	Iteration 47Q: 3 clusters Score -1812668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1812668.500000 Penalty: 3139.172607
	Iteration 48Q: 3 clusters Score -1812668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1812669.000000 Penalty: 3139.172607
	Iteration 49Q: 3 clusters Score -1812669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1812670.500000 Penalty: 3139.172607
	Iteration 50Q: 3 clusters Score -1812670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1812674.500000 Penalty: 3139.172607
	Iteration 51Q: 3 clusters Score -1812674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1812674.125000 Penalty: 3139.172607
	Iteration 52Q: 3 clusters Score -1812674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1812674.125000 Penalty: 3139.172607
	Iteration 53F: 3 clusters Score -1812674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Entering Unmasked Estep 
Score: -417071.375000 Penalty: 1334.056763
	Iteration 0F: 2 clusters Score -417071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -413858.156250 Penalty: 2668.113525
	Iteration 0F: 3 clusters Score -413858.2 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -414735.875000 Penalty: 2668.113525
	Iteration 1F: 3 clusters Score -414735.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -414934.312500 Penalty: 2668.113525
	Iteration 2F: 3 clusters Score -414934.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -415051.750000 Penalty: 2668.113525
	Iteration 3F: 3 clusters Score -415051.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -415127.343750 Penalty: 2668.113525
	Iteration 4Q: 3 clusters Score -415127.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -415180.781250 Penalty: 2668.113525
	Iteration 5Q: 3 clusters Score -415180.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -415225.812500 Penalty: 2668.113525
	Iteration 6Q: 3 clusters Score -415225.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -415253.062500 Penalty: 2668.113525
	Iteration 7Q: 3 clusters Score -415253.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -415277.812500 Penalty: 2668.113525
	Iteration 8Q: 3 clusters Score -415277.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -415302.843750 Penalty: 2668.113525
	Iteration 9Q: 3 clusters Score -415302.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -415325.093750 Penalty: 2668.113525
	Iteration 10Q: 3 clusters Score -415325.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -415347.468750 Penalty: 2668.113525
	Iteration 11Q: 3 clusters Score -415347.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -415368.656250 Penalty: 2668.113525
	Iteration 12Q: 3 clusters Score -415368.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -415392.312500 Penalty: 2668.113525
	Iteration 13Q: 3 clusters Score -415392.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -415416.875000 Penalty: 2668.113525
	Iteration 14Q: 3 clusters Score -415416.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -415445.000000 Penalty: 2668.113525
	Iteration 15Q: 3 clusters Score -415445 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -415467.375000 Penalty: 2668.113525
	Iteration 16Q: 3 clusters Score -415467.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -415496.375000 Penalty: 2668.113525
	Iteration 17Q: 3 clusters Score -415496.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -415519.968750 Penalty: 2668.113525
	Iteration 18Q: 3 clusters Score -415520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -415535.781250 Penalty: 2668.113525
	Iteration 19Q: 3 clusters Score -415535.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -415545.906250 Penalty: 2668.113525
	Iteration 20F: 3 clusters Score -415545.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -415557.062500 Penalty: 2668.113525
	Iteration 21Q: 3 clusters Score -415557.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -415568.437500 Penalty: 2668.113525
	Iteration 22Q: 3 clusters Score -415568.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -415577.656250 Penalty: 2668.113525
	Iteration 23Q: 3 clusters Score -415577.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -415589.156250 Penalty: 2668.113525
	Iteration 24Q: 3 clusters Score -415589.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -415597.093750 Penalty: 2668.113525
	Iteration 25Q: 3 clusters Score -415597.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -415604.281250 Penalty: 2668.113525
	Iteration 26Q: 3 clusters Score -415604.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -415610.531250 Penalty: 2668.113525
	Iteration 27Q: 3 clusters Score -415610.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -415617.250000 Penalty: 2668.113525
	Iteration 28Q: 3 clusters Score -415617.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -415623.562500 Penalty: 2668.113525
	Iteration 29Q: 3 clusters Score -415623.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -415634.000000 Penalty: 2668.113525
	Iteration 30Q: 3 clusters Score -415634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -415645.937500 Penalty: 2668.113525
	Iteration 31Q: 3 clusters Score -415645.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -415656.156250 Penalty: 2668.113525
	Iteration 32Q: 3 clusters Score -415656.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -415668.625000 Penalty: 2668.113525
	Iteration 33Q: 3 clusters Score -415668.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -415679.187500 Penalty: 2668.113525
	Iteration 34Q: 3 clusters Score -415679.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -415691.250000 Penalty: 2668.113525
	Iteration 35Q: 3 clusters Score -415691.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -415705.031250 Penalty: 2668.113525
	Iteration 36Q: 3 clusters Score -415705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -415719.468750 Penalty: 2668.113525
	Iteration 37Q: 3 clusters Score -415719.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -415737.656250 Penalty: 2668.113525
	Iteration 38Q: 3 clusters Score -415737.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -415752.562500 Penalty: 2668.113525
	Iteration 39Q: 3 clusters Score -415752.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -415767.031250 Penalty: 2668.113525
	Iteration 40F: 3 clusters Score -415767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -415788.468750 Penalty: 2668.113525
	Iteration 41Q: 3 clusters Score -415788.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -415814.375000 Penalty: 2668.113525
	Iteration 42Q: 3 clusters Score -415814.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -415836.000000 Penalty: 2668.113525
	Iteration 43Q: 3 clusters Score -415836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -415853.343750 Penalty: 2668.113525
	Iteration 44Q: 3 clusters Score -415853.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -415861.125000 Penalty: 2668.113525
	Iteration 45Q: 3 clusters Score -415861.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -415865.125000 Penalty: 2668.113525
	Iteration 46Q: 3 clusters Score -415865.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -415868.031250 Penalty: 2668.113525
	Iteration 47Q: 3 clusters Score -415868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -415874.375000 Penalty: 2668.113525
	Iteration 48Q: 3 clusters Score -415874.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -415879.375000 Penalty: 2668.113525
	Iteration 49Q: 3 clusters Score -415879.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -415882.218750 Penalty: 2668.113525
	Iteration 50Q: 3 clusters Score -415882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -415883.562500 Penalty: 2668.113525
	Iteration 51Q: 3 clusters Score -415883.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -415885.531250 Penalty: 2668.113525
	Iteration 52Q: 3 clusters Score -415885.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -415886.906250 Penalty: 2668.113525
	Iteration 53Q: 3 clusters Score -415886.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -415890.750000 Penalty: 2668.113525
	Iteration 54Q: 3 clusters Score -415890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -415892.750000 Penalty: 2668.113525
	Iteration 55Q: 3 clusters Score -415892.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -415895.843750 Penalty: 2668.113525
	Iteration 56Q: 3 clusters Score -415895.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -415898.812500 Penalty: 2668.113525
	Iteration 57Q: 3 clusters Score -415898.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -415901.406250 Penalty: 2668.113525
	Iteration 58Q: 3 clusters Score -415901.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -415906.312500 Penalty: 2668.113525
	Iteration 59Q: 3 clusters Score -415906.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -415911.500000 Penalty: 2668.113525
	Iteration 60F: 3 clusters Score -415911.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -415917.031250 Penalty: 2668.113525
	Iteration 61Q: 3 clusters Score -415917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -415921.093750 Penalty: 2668.113525
	Iteration 62Q: 3 clusters Score -415921.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -415923.406250 Penalty: 2668.113525
	Iteration 63Q: 3 clusters Score -415923.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -415923.843750 Penalty: 2668.113525
	Iteration 64Q: 3 clusters Score -415923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -415926.281250 Penalty: 2668.113525
	Iteration 65Q: 3 clusters Score -415926.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -415928.312500 Penalty: 2668.113525
	Iteration 66Q: 3 clusters Score -415928.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -415934.125000 Penalty: 2668.113525
	Iteration 67Q: 3 clusters Score -415934.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -415938.906250 Penalty: 2668.113525
	Iteration 68Q: 3 clusters Score -415938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -415939.250000 Penalty: 2668.113525
	Iteration 69Q: 3 clusters Score -415939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -415940.125000 Penalty: 2668.113525
	Iteration 70Q: 3 clusters Score -415940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -415939.437500 Penalty: 2668.113525
	Iteration 71Q: 3 clusters Score -415939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -415939.437500 Penalty: 2668.113525
	Iteration 72F: 3 clusters Score -415939.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (147516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147516 members 
Entering Unmasked Estep 
Score: -16731755.000000 Penalty: 1934.025024
	Iteration 0F: 2 clusters Score -1.673176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73967 members 
Mstep: Class 2 contains 73549 members 
Entering Unmasked Estep 
Score: -16635450.000000 Penalty: 3868.050049
	Iteration 0F: 3 clusters Score -1.663545e+07 nChanged 71023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -16677399.000000 Penalty: 3868.050049
	Iteration 1F: 3 clusters Score -1.66774e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -16679258.000000 Penalty: 3868.050049
	Iteration 2Q: 3 clusters Score -1.667926e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -16682302.000000 Penalty: 3868.050049
	Iteration 3Q: 3 clusters Score -1.66823e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -16687461.000000 Penalty: 3868.050049
	Iteration 4F: 3 clusters Score -1.668746e+07 nChanged 10273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -16694929.000000 Penalty: 3868.050049
	Iteration 5F: 3 clusters Score -1.669493e+07 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -16703747.000000 Penalty: 3868.050049
	Iteration 6F: 3 clusters Score -1.670375e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -16710906.000000 Penalty: 3868.050049
	Iteration 7F: 3 clusters Score -1.671091e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -16714875.000000 Penalty: 3868.050049
	Iteration 8Q: 3 clusters Score -1.671488e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111837 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -16716623.000000 Penalty: 3868.050049
	Iteration 9Q: 3 clusters Score -1.671662e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113939 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -16717998.000000 Penalty: 3868.050049
	Iteration 10Q: 3 clusters Score -1.6718e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116118 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -16719349.000000 Penalty: 3868.050049
	Iteration 11Q: 3 clusters Score -1.671935e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118256 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -16720621.000000 Penalty: 3868.050049
	Iteration 12Q: 3 clusters Score -1.672062e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120319 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -16721654.000000 Penalty: 3868.050049
	Iteration 13Q: 3 clusters Score -1.672165e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122298 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -16722703.000000 Penalty: 3868.050049
	Iteration 14Q: 3 clusters Score -1.67227e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124142 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -16723652.000000 Penalty: 3868.050049
	Iteration 15Q: 3 clusters Score -1.672365e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125895 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -16724524.000000 Penalty: 3868.050049
	Iteration 16Q: 3 clusters Score -1.672452e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127575 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -16725274.000000 Penalty: 3868.050049
	Iteration 17Q: 3 clusters Score -1.672527e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129047 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -16725781.000000 Penalty: 3868.050049
	Iteration 18Q: 3 clusters Score -1.672578e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130414 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -16726334.000000 Penalty: 3868.050049
	Iteration 19Q: 3 clusters Score -1.672633e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131673 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -16726759.000000 Penalty: 3868.050049
	Iteration 20F: 3 clusters Score -1.672676e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -16727194.000000 Penalty: 3868.050049
	Iteration 21Q: 3 clusters Score -1.672719e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133907 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -16727535.000000 Penalty: 3868.050049
	Iteration 22Q: 3 clusters Score -1.672754e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134810 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -16727808.000000 Penalty: 3868.050049
	Iteration 23Q: 3 clusters Score -1.672781e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135616 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -16728018.000000 Penalty: 3868.050049
	Iteration 24Q: 3 clusters Score -1.672802e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136363 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -16728174.000000 Penalty: 3868.050049
	Iteration 25Q: 3 clusters Score -1.672817e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137085 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -16728354.000000 Penalty: 3868.050049
	Iteration 26Q: 3 clusters Score -1.672835e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137743 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -16728434.000000 Penalty: 3868.050049
	Iteration 27Q: 3 clusters Score -1.672843e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138348 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -16728586.000000 Penalty: 3868.050049
	Iteration 28Q: 3 clusters Score -1.672859e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138928 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -16728756.000000 Penalty: 3868.050049
	Iteration 29Q: 3 clusters Score -1.672876e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139450 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -16728868.000000 Penalty: 3868.050049
	Iteration 30Q: 3 clusters Score -1.672887e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139940 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -16728997.000000 Penalty: 3868.050049
	Iteration 31Q: 3 clusters Score -1.6729e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140397 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -16729079.000000 Penalty: 3868.050049
	Iteration 32Q: 3 clusters Score -1.672908e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140783 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -16729147.000000 Penalty: 3868.050049
	Iteration 33Q: 3 clusters Score -1.672915e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141152 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -16729207.000000 Penalty: 3868.050049
	Iteration 34Q: 3 clusters Score -1.672921e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141489 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -16729297.000000 Penalty: 3868.050049
	Iteration 35Q: 3 clusters Score -1.67293e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141826 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -16729405.000000 Penalty: 3868.050049
	Iteration 36Q: 3 clusters Score -1.67294e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142142 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -16729433.000000 Penalty: 3868.050049
	Iteration 37Q: 3 clusters Score -1.672943e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142446 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -16729514.000000 Penalty: 3868.050049
	Iteration 38Q: 3 clusters Score -1.672951e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142748 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -16729520.000000 Penalty: 3868.050049
	Iteration 39Q: 3 clusters Score -1.672952e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143047 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -16729557.000000 Penalty: 3868.050049
	Iteration 40F: 3 clusters Score -1.672956e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143320 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -16729637.000000 Penalty: 3868.050049
	Iteration 41Q: 3 clusters Score -1.672964e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143555 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -16729671.000000 Penalty: 3868.050049
	Iteration 42Q: 3 clusters Score -1.672967e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143758 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -16729754.000000 Penalty: 3868.050049
	Iteration 43Q: 3 clusters Score -1.672975e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143964 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -16729759.000000 Penalty: 3868.050049
	Iteration 44Q: 3 clusters Score -1.672976e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144151 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -16729768.000000 Penalty: 3868.050049
	Iteration 45Q: 3 clusters Score -1.672977e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144334 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -16729822.000000 Penalty: 3868.050049
	Iteration 46Q: 3 clusters Score -1.672982e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144508 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -16729896.000000 Penalty: 3868.050049
	Iteration 47Q: 3 clusters Score -1.67299e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144674 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -16729903.000000 Penalty: 3868.050049
	Iteration 48Q: 3 clusters Score -1.67299e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144826 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -16729938.000000 Penalty: 3868.050049
	Iteration 49Q: 3 clusters Score -1.672994e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144979 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -16729975.000000 Penalty: 3868.050049
	Iteration 50Q: 3 clusters Score -1.672998e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145130 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -16730067.000000 Penalty: 3868.050049
	Iteration 51Q: 3 clusters Score -1.673007e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145265 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -16730090.000000 Penalty: 3868.050049
	Iteration 52Q: 3 clusters Score -1.673009e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145396 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -16730079.000000 Penalty: 3868.050049
	Iteration 53Q: 3 clusters Score -1.673008e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145525 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -16730112.000000 Penalty: 3868.050049
	Iteration 54Q: 3 clusters Score -1.673011e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145630 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -16730090.000000 Penalty: 3868.050049
	Iteration 55Q: 3 clusters Score -1.673009e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145727 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -16730141.000000 Penalty: 3868.050049
	Iteration 56Q: 3 clusters Score -1.673014e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145815 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -16730180.000000 Penalty: 3868.050049
	Iteration 57Q: 3 clusters Score -1.673018e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145909 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -16730214.000000 Penalty: 3868.050049
	Iteration 58Q: 3 clusters Score -1.673021e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145994 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -16730204.000000 Penalty: 3868.050049
	Iteration 59Q: 3 clusters Score -1.67302e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146067 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -16730227.000000 Penalty: 3868.050049
	Iteration 60F: 3 clusters Score -1.673023e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -16730248.000000 Penalty: 3868.050049
	Iteration 61Q: 3 clusters Score -1.673025e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146183 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -16730248.000000 Penalty: 3868.050049
	Iteration 62Q: 3 clusters Score -1.673025e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146225 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -16730267.000000 Penalty: 3868.050049
	Iteration 63Q: 3 clusters Score -1.673027e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146262 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -16730271.000000 Penalty: 3868.050049
	Iteration 64Q: 3 clusters Score -1.673027e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146300 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -16730273.000000 Penalty: 3868.050049
	Iteration 65Q: 3 clusters Score -1.673027e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146333 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -16730281.000000 Penalty: 3868.050049
	Iteration 66Q: 3 clusters Score -1.673028e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146370 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -16730284.000000 Penalty: 3868.050049
	Iteration 67Q: 3 clusters Score -1.673028e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146402 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -16730308.000000 Penalty: 3868.050049
	Iteration 68Q: 3 clusters Score -1.673031e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146423 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -16730308.000000 Penalty: 3868.050049
	Iteration 69Q: 3 clusters Score -1.673031e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146448 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -16730324.000000 Penalty: 3868.050049
	Iteration 70Q: 3 clusters Score -1.673032e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146482 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16730313.000000 Penalty: 3868.050049
	Iteration 71Q: 3 clusters Score -1.673031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146510 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -16730294.000000 Penalty: 3868.050049
	Iteration 72Q: 3 clusters Score -1.673029e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146544 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -16730299.000000 Penalty: 3868.050049
	Iteration 73Q: 3 clusters Score -1.67303e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146576 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -16730302.000000 Penalty: 3868.050049
	Iteration 74Q: 3 clusters Score -1.67303e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146603 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -16730305.000000 Penalty: 3868.050049
	Iteration 75Q: 3 clusters Score -1.67303e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146625 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -16730307.000000 Penalty: 3868.050049
	Iteration 76Q: 3 clusters Score -1.673031e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146651 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -16730316.000000 Penalty: 3868.050049
	Iteration 77Q: 3 clusters Score -1.673032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146671 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -16730316.000000 Penalty: 3868.050049
	Iteration 78Q: 3 clusters Score -1.673032e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146688 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -16730321.000000 Penalty: 3868.050049
	Iteration 79Q: 3 clusters Score -1.673032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146704 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16730334.000000 Penalty: 3868.050049
	Iteration 80F: 3 clusters Score -1.673033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146720 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -16730323.000000 Penalty: 3868.050049
	Iteration 81Q: 3 clusters Score -1.673032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146737 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -16730328.000000 Penalty: 3868.050049
	Iteration 82Q: 3 clusters Score -1.673033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146748 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -16730333.000000 Penalty: 3868.050049
	Iteration 83Q: 3 clusters Score -1.673033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146755 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -16730333.000000 Penalty: 3868.050049
	Iteration 84Q: 3 clusters Score -1.673033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146763 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16730335.000000 Penalty: 3868.050049
	Iteration 85Q: 3 clusters Score -1.673034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146767 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -16730331.000000 Penalty: 3868.050049
	Iteration 86Q: 3 clusters Score -1.673033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146774 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -16730334.000000 Penalty: 3868.050049
	Iteration 87Q: 3 clusters Score -1.673033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146783 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -16730333.000000 Penalty: 3868.050049
	Iteration 88Q: 3 clusters Score -1.673033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146788 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -16730351.000000 Penalty: 3868.050049
	Iteration 89Q: 3 clusters Score -1.673035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146793 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -16730350.000000 Penalty: 3868.050049
	Iteration 90Q: 3 clusters Score -1.673035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146798 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -16730351.000000 Penalty: 3868.050049
	Iteration 91Q: 3 clusters Score -1.673035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146801 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -16730356.000000 Penalty: 3868.050049
	Iteration 92Q: 3 clusters Score -1.673036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146803 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -16730340.000000 Penalty: 3868.050049
	Iteration 93Q: 3 clusters Score -1.673034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146805 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -16730337.000000 Penalty: 3868.050049
	Iteration 94Q: 3 clusters Score -1.673034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146808 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16730343.000000 Penalty: 3868.050049
	Iteration 95Q: 3 clusters Score -1.673034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146811 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -16730343.000000 Penalty: 3868.050049
	Iteration 96Q: 3 clusters Score -1.673034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146812 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -16730335.000000 Penalty: 3868.050049
	Iteration 97Q: 3 clusters Score -1.673034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146811 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -16730342.000000 Penalty: 3868.050049
	Iteration 98Q: 3 clusters Score -1.673034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146810 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -16730338.000000 Penalty: 3868.050049
	Iteration 99Q: 3 clusters Score -1.673034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146810 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -16730338.000000 Penalty: 3868.050049
	Iteration 100F: 3 clusters Score -1.673034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Entering Unmasked Estep 
Score: -349491.218750 Penalty: 1301.791382
	Iteration 0F: 2 clusters Score -349491.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -346769.093750 Penalty: 2603.582764
	Iteration 0F: 3 clusters Score -346769.1 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -347388.031250 Penalty: 2603.582764
	Iteration 1F: 3 clusters Score -347388 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -347506.218750 Penalty: 2603.582764
	Iteration 2F: 3 clusters Score -347506.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -347573.125000 Penalty: 2603.582764
	Iteration 3F: 3 clusters Score -347573.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -347623.656250 Penalty: 2603.582764
	Iteration 4Q: 3 clusters Score -347623.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -347654.562500 Penalty: 2603.582764
	Iteration 5Q: 3 clusters Score -347654.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -347682.718750 Penalty: 2603.582764
	Iteration 6Q: 3 clusters Score -347682.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -347703.125000 Penalty: 2603.582764
	Iteration 7Q: 3 clusters Score -347703.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -347727.125000 Penalty: 2603.582764
	Iteration 8Q: 3 clusters Score -347727.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -347751.312500 Penalty: 2603.582764
	Iteration 9Q: 3 clusters Score -347751.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -347778.312500 Penalty: 2603.582764
	Iteration 10Q: 3 clusters Score -347778.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -347799.312500 Penalty: 2603.582764
	Iteration 11Q: 3 clusters Score -347799.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -347819.281250 Penalty: 2603.582764
	Iteration 12Q: 3 clusters Score -347819.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -347836.937500 Penalty: 2603.582764
	Iteration 13Q: 3 clusters Score -347836.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -347854.250000 Penalty: 2603.582764
	Iteration 14Q: 3 clusters Score -347854.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -347870.937500 Penalty: 2603.582764
	Iteration 15Q: 3 clusters Score -347870.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -347884.687500 Penalty: 2603.582764
	Iteration 16Q: 3 clusters Score -347884.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -347905.531250 Penalty: 2603.582764
	Iteration 17Q: 3 clusters Score -347905.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -347928.218750 Penalty: 2603.582764
	Iteration 18Q: 3 clusters Score -347928.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -347948.812500 Penalty: 2603.582764
	Iteration 19Q: 3 clusters Score -347948.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -347964.312500 Penalty: 2603.582764
	Iteration 20F: 3 clusters Score -347964.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -347987.093750 Penalty: 2603.582764
	Iteration 21Q: 3 clusters Score -347987.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -348010.062500 Penalty: 2603.582764
	Iteration 22Q: 3 clusters Score -348010.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -348028.562500 Penalty: 2603.582764
	Iteration 23Q: 3 clusters Score -348028.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -348048.562500 Penalty: 2603.582764
	Iteration 24Q: 3 clusters Score -348048.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -348068.750000 Penalty: 2603.582764
	Iteration 25Q: 3 clusters Score -348068.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -348088.906250 Penalty: 2603.582764
	Iteration 26Q: 3 clusters Score -348088.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -348116.218750 Penalty: 2603.582764
	Iteration 27Q: 3 clusters Score -348116.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -348133.343750 Penalty: 2603.582764
	Iteration 28Q: 3 clusters Score -348133.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -348154.781250 Penalty: 2603.582764
	Iteration 29Q: 3 clusters Score -348154.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -348170.937500 Penalty: 2603.582764
	Iteration 30Q: 3 clusters Score -348170.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -348189.343750 Penalty: 2603.582764
	Iteration 31Q: 3 clusters Score -348189.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -348195.062500 Penalty: 2603.582764
	Iteration 32Q: 3 clusters Score -348195.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -348200.312500 Penalty: 2603.582764
	Iteration 33Q: 3 clusters Score -348200.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -348203.156250 Penalty: 2603.582764
	Iteration 34Q: 3 clusters Score -348203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -348206.312500 Penalty: 2603.582764
	Iteration 35Q: 3 clusters Score -348206.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -348209.937500 Penalty: 2603.582764
	Iteration 36Q: 3 clusters Score -348209.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -348213.906250 Penalty: 2603.582764
	Iteration 37Q: 3 clusters Score -348213.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -348220.500000 Penalty: 2603.582764
	Iteration 38Q: 3 clusters Score -348220.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -348226.843750 Penalty: 2603.582764
	Iteration 39Q: 3 clusters Score -348226.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -348236.343750 Penalty: 2603.582764
	Iteration 40F: 3 clusters Score -348236.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -348246.625000 Penalty: 2603.582764
	Iteration 41Q: 3 clusters Score -348246.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -348253.343750 Penalty: 2603.582764
	Iteration 42Q: 3 clusters Score -348253.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -348258.875000 Penalty: 2603.582764
	Iteration 43Q: 3 clusters Score -348258.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -348263.281250 Penalty: 2603.582764
	Iteration 44Q: 3 clusters Score -348263.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -348267.781250 Penalty: 2603.582764
	Iteration 45Q: 3 clusters Score -348267.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -348271.531250 Penalty: 2603.582764
	Iteration 46Q: 3 clusters Score -348271.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -348273.531250 Penalty: 2603.582764
	Iteration 47Q: 3 clusters Score -348273.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -348276.656250 Penalty: 2603.582764
	Iteration 48Q: 3 clusters Score -348276.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -348279.656250 Penalty: 2603.582764
	Iteration 49Q: 3 clusters Score -348279.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -348282.593750 Penalty: 2603.582764
	Iteration 50Q: 3 clusters Score -348282.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -348286.281250 Penalty: 2603.582764
	Iteration 51Q: 3 clusters Score -348286.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -348290.687500 Penalty: 2603.582764
	Iteration 52Q: 3 clusters Score -348290.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -348290.718750 Penalty: 2603.582764
	Iteration 53Q: 3 clusters Score -348290.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -348291.468750 Penalty: 2603.582764
	Iteration 54Q: 3 clusters Score -348291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -348292.593750 Penalty: 2603.582764
	Iteration 55Q: 3 clusters Score -348292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -348294.625000 Penalty: 2603.582764
	Iteration 56Q: 3 clusters Score -348294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -348296.687500 Penalty: 2603.582764
	Iteration 57Q: 3 clusters Score -348296.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -348298.312500 Penalty: 2603.582764
	Iteration 58Q: 3 clusters Score -348298.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -348299.625000 Penalty: 2603.582764
	Iteration 59Q: 3 clusters Score -348299.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -348302.437500 Penalty: 2603.582764
	Iteration 60F: 3 clusters Score -348302.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -348308.437500 Penalty: 2603.582764
	Iteration 61Q: 3 clusters Score -348308.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -348312.656250 Penalty: 2603.582764
	Iteration 62Q: 3 clusters Score -348312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -348314.312500 Penalty: 2603.582764
	Iteration 63Q: 3 clusters Score -348314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -348314.937500 Penalty: 2603.582764
	Iteration 64Q: 3 clusters Score -348314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -348315.656250 Penalty: 2603.582764
	Iteration 65Q: 3 clusters Score -348315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -348317.343750 Penalty: 2603.582764
	Iteration 66Q: 3 clusters Score -348317.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -348318.781250 Penalty: 2603.582764
	Iteration 67Q: 3 clusters Score -348318.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -348318.781250 Penalty: 2603.582764
	Iteration 68F: 3 clusters Score -348318.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (112680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112680 members 
Entering Unmasked Estep 
Score: -13115948.000000 Penalty: 1890.249878
	Iteration 0F: 2 clusters Score -1.311595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -13044375.000000 Penalty: 3780.499756
	Iteration 0F: 3 clusters Score -1.304438e+07 nChanged 54159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -13076224.000000 Penalty: 3780.499756
	Iteration 1F: 3 clusters Score -1.307622e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62002 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -13077149.000000 Penalty: 3780.499756
	Iteration 2Q: 3 clusters Score -1.307715e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -13078601.000000 Penalty: 3780.499756
	Iteration 3Q: 3 clusters Score -1.30786e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -13081049.000000 Penalty: 3780.499756
	Iteration 4Q: 3 clusters Score -1.308105e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76664 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -13084833.000000 Penalty: 3780.499756
	Iteration 5F: 3 clusters Score -1.308483e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85023 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -13090469.000000 Penalty: 3780.499756
	Iteration 6F: 3 clusters Score -1.309047e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -13097829.000000 Penalty: 3780.499756
	Iteration 7F: 3 clusters Score -1.309783e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102990 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -13104992.000000 Penalty: 3780.499756
	Iteration 8F: 3 clusters Score -1.310499e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108486 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -13109934.000000 Penalty: 3780.499756
	Iteration 9Q: 3 clusters Score -1.310993e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111267 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -13112716.000000 Penalty: 3780.499756
	Iteration 10Q: 3 clusters Score -1.311272e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112245 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -13113715.000000 Penalty: 3780.499756
	Iteration 11Q: 3 clusters Score -1.311372e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112469 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13114000.000000 Penalty: 3780.499756
	Iteration 12Q: 3 clusters Score -1.3114e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112534 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13114111.000000 Penalty: 3780.499756
	Iteration 13Q: 3 clusters Score -1.311411e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112550 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13114157.000000 Penalty: 3780.499756
	Iteration 14Q: 3 clusters Score -1.311416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112554 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13114195.000000 Penalty: 3780.499756
	Iteration 15Q: 3 clusters Score -1.31142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112559 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13114224.000000 Penalty: 3780.499756
	Iteration 16Q: 3 clusters Score -1.311422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13114240.000000 Penalty: 3780.499756
	Iteration 17Q: 3 clusters Score -1.311424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112562 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13114239.000000 Penalty: 3780.499756
	Iteration 18Q: 3 clusters Score -1.311424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13114254.000000 Penalty: 3780.499756
	Iteration 19Q: 3 clusters Score -1.311425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13114257.000000 Penalty: 3780.499756
	Iteration 20F: 3 clusters Score -1.311426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13114260.000000 Penalty: 3780.499756
	Iteration 21Q: 3 clusters Score -1.311426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112564 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13114254.000000 Penalty: 3780.499756
	Iteration 22Q: 3 clusters Score -1.311425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112566 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13114258.000000 Penalty: 3780.499756
	Iteration 23Q: 3 clusters Score -1.311426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112565 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13114264.000000 Penalty: 3780.499756
	Iteration 24Q: 3 clusters Score -1.311426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112565 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13114278.000000 Penalty: 3780.499756
	Iteration 25Q: 3 clusters Score -1.311428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112564 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13114280.000000 Penalty: 3780.499756
	Iteration 26Q: 3 clusters Score -1.311428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112564 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13114280.000000 Penalty: 3780.499756
	Iteration 27F: 3 clusters Score -1.311428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Entering Unmasked Estep 
Score: -718013.437500 Penalty: 1418.290283
	Iteration 0F: 2 clusters Score -718013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -713269.875000 Penalty: 2836.580566
	Iteration 0F: 3 clusters Score -713269.9 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -714764.687500 Penalty: 2836.580566
	Iteration 1F: 3 clusters Score -714764.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -715007.125000 Penalty: 2836.580566
	Iteration 2F: 3 clusters Score -715007.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -715238.187500 Penalty: 2836.580566
	Iteration 3F: 3 clusters Score -715238.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -715460.687500 Penalty: 2836.580566
	Iteration 4F: 3 clusters Score -715460.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -715698.250000 Penalty: 2836.580566
	Iteration 5F: 3 clusters Score -715698.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -715949.937500 Penalty: 2836.580566
	Iteration 6F: 3 clusters Score -715949.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -716193.125000 Penalty: 2836.580566
	Iteration 7F: 3 clusters Score -716193.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -716428.625000 Penalty: 2836.580566
	Iteration 8Q: 3 clusters Score -716428.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -716636.625000 Penalty: 2836.580566
	Iteration 9Q: 3 clusters Score -716636.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -716760.000000 Penalty: 2836.580566
	Iteration 10Q: 3 clusters Score -716760 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -716839.562500 Penalty: 2836.580566
	Iteration 11Q: 3 clusters Score -716839.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -716911.437500 Penalty: 2836.580566
	Iteration 12Q: 3 clusters Score -716911.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -716968.937500 Penalty: 2836.580566
	Iteration 13Q: 3 clusters Score -716968.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -716998.437500 Penalty: 2836.580566
	Iteration 14Q: 3 clusters Score -716998.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -717021.937500 Penalty: 2836.580566
	Iteration 15Q: 3 clusters Score -717021.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -717037.937500 Penalty: 2836.580566
	Iteration 16Q: 3 clusters Score -717037.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -717053.687500 Penalty: 2836.580566
	Iteration 17Q: 3 clusters Score -717053.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -717064.625000 Penalty: 2836.580566
	Iteration 18Q: 3 clusters Score -717064.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -717072.437500 Penalty: 2836.580566
	Iteration 19Q: 3 clusters Score -717072.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -717074.000000 Penalty: 2836.580566
	Iteration 20F: 3 clusters Score -717074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -717075.625000 Penalty: 2836.580566
	Iteration 21Q: 3 clusters Score -717075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -717076.687500 Penalty: 2836.580566
	Iteration 22Q: 3 clusters Score -717076.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -717078.187500 Penalty: 2836.580566
	Iteration 23Q: 3 clusters Score -717078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -717077.125000 Penalty: 2836.580566
	Iteration 24Q: 3 clusters Score -717077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -717077.687500 Penalty: 2836.580566
	Iteration 25Q: 3 clusters Score -717077.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -717078.187500 Penalty: 2836.580566
	Iteration 26Q: 3 clusters Score -717078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -717079.375000 Penalty: 2836.580566
	Iteration 27Q: 3 clusters Score -717079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -717079.062500 Penalty: 2836.580566
	Iteration 28Q: 3 clusters Score -717079.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -717079.312500 Penalty: 2836.580566
	Iteration 29Q: 3 clusters Score -717079.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -717080.500000 Penalty: 2836.580566
	Iteration 30Q: 3 clusters Score -717080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -717080.625000 Penalty: 2836.580566
	Iteration 31Q: 3 clusters Score -717080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -717080.625000 Penalty: 2836.580566
	Iteration 32F: 3 clusters Score -717080.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (85781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85781 members 
Entering Unmasked Estep 
Score: -10004865.000000 Penalty: 1845.927246
	Iteration 0F: 2 clusters Score -1.000486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -9948335.000000 Penalty: 3691.854492
	Iteration 0F: 3 clusters Score -9948335 nChanged 40709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -9971451.000000 Penalty: 3691.854492
	Iteration 1F: 3 clusters Score -9971451 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -9971994.000000 Penalty: 3691.854492
	Iteration 2Q: 3 clusters Score -9971994 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -9972930.000000 Penalty: 3691.854492
	Iteration 3Q: 3 clusters Score -9972930 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -9974697.000000 Penalty: 3691.854492
	Iteration 4Q: 3 clusters Score -9974697 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -9978199.000000 Penalty: 3691.854492
	Iteration 5F: 3 clusters Score -9978199 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 67180 members 
Entering Unmasked Estep 
Score: -9984667.000000 Penalty: 3691.854492
	Iteration 6F: 3 clusters Score -9984667 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -9993214.000000 Penalty: 3691.854492
	Iteration 7F: 3 clusters Score -9993214 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -9999935.000000 Penalty: 3691.854492
	Iteration 8F: 3 clusters Score -9999935 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 84904 members 
Entering Unmasked Estep 
Score: -10002457.000000 Penalty: 3691.854492
	Iteration 9Q: 3 clusters Score -1.000246e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
Score: -10003025.000000 Penalty: 3691.854492
	Iteration 10Q: 3 clusters Score -1.000302e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 85651 members 
Entering Unmasked Estep 
Score: -10003120.000000 Penalty: 3691.854492
	Iteration 11Q: 3 clusters Score -1.000312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85676 members 
Entering Unmasked Estep 
Score: -10003186.000000 Penalty: 3691.854492
	Iteration 12Q: 3 clusters Score -1.000319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 85679 members 
Entering Unmasked Estep 
Score: -10003212.000000 Penalty: 3691.854492
	Iteration 13Q: 3 clusters Score -1.000321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -10003230.000000 Penalty: 3691.854492
	Iteration 14Q: 3 clusters Score -1.000323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85685 members 
Entering Unmasked Estep 
Score: -10003234.000000 Penalty: 3691.854492
	Iteration 15Q: 3 clusters Score -1.000323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 85687 members 
Entering Unmasked Estep 
Score: -10003237.000000 Penalty: 3691.854492
	Iteration 16Q: 3 clusters Score -1.000324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 85688 members 
Entering Unmasked Estep 
Score: -10003237.000000 Penalty: 3691.854492
	Iteration 17Q: 3 clusters Score -1.000324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 85688 members 
Entering Unmasked Estep 
Score: -10003237.000000 Penalty: 3691.854492
	Iteration 18F: 3 clusters Score -1.000324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Entering Unmasked Estep 
Score: -1255335.250000 Penalty: 1510.251221
	Iteration 0F: 2 clusters Score -1255335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1247590.750000 Penalty: 3020.502441
	Iteration 0F: 3 clusters Score -1247591 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1250421.625000 Penalty: 3020.502441
	Iteration 1F: 3 clusters Score -1250422 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1250880.875000 Penalty: 3020.502441
	Iteration 2F: 3 clusters Score -1250881 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1251327.000000 Penalty: 3020.502441
	Iteration 3F: 3 clusters Score -1251327 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1251731.625000 Penalty: 3020.502441
	Iteration 4F: 3 clusters Score -1251732 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1252104.625000 Penalty: 3020.502441
	Iteration 5F: 3 clusters Score -1252105 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1252493.375000 Penalty: 3020.502441
	Iteration 6F: 3 clusters Score -1252493 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1252819.375000 Penalty: 3020.502441
	Iteration 7Q: 3 clusters Score -1252819 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1253076.250000 Penalty: 3020.502441
	Iteration 8Q: 3 clusters Score -1253076 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1253244.625000 Penalty: 3020.502441
	Iteration 9Q: 3 clusters Score -1253245 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1253355.875000 Penalty: 3020.502441
	Iteration 10Q: 3 clusters Score -1253356 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1253436.375000 Penalty: 3020.502441
	Iteration 11Q: 3 clusters Score -1253436 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1253484.625000 Penalty: 3020.502441
	Iteration 12Q: 3 clusters Score -1253485 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1253534.875000 Penalty: 3020.502441
	Iteration 13Q: 3 clusters Score -1253535 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1253560.000000 Penalty: 3020.502441
	Iteration 14Q: 3 clusters Score -1253560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1253581.375000 Penalty: 3020.502441
	Iteration 15Q: 3 clusters Score -1253581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1253594.375000 Penalty: 3020.502441
	Iteration 16Q: 3 clusters Score -1253594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1253607.875000 Penalty: 3020.502441
	Iteration 17Q: 3 clusters Score -1253608 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1253622.000000 Penalty: 3020.502441
	Iteration 18Q: 3 clusters Score -1253622 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1253643.625000 Penalty: 3020.502441
	Iteration 19Q: 3 clusters Score -1253644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1253656.125000 Penalty: 3020.502441
	Iteration 20F: 3 clusters Score -1253656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1253671.000000 Penalty: 3020.502441
	Iteration 21Q: 3 clusters Score -1253671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1253688.125000 Penalty: 3020.502441
	Iteration 22Q: 3 clusters Score -1253688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1253697.125000 Penalty: 3020.502441
	Iteration 23Q: 3 clusters Score -1253697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1253703.000000 Penalty: 3020.502441
	Iteration 24Q: 3 clusters Score -1253703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1253707.000000 Penalty: 3020.502441
	Iteration 25Q: 3 clusters Score -1253707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1253712.625000 Penalty: 3020.502441
	Iteration 26Q: 3 clusters Score -1253713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1253723.250000 Penalty: 3020.502441
	Iteration 27Q: 3 clusters Score -1253723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1253734.000000 Penalty: 3020.502441
	Iteration 28Q: 3 clusters Score -1253734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1253740.125000 Penalty: 3020.502441
	Iteration 29Q: 3 clusters Score -1253740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1253752.500000 Penalty: 3020.502441
	Iteration 30Q: 3 clusters Score -1253752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1253761.125000 Penalty: 3020.502441
	Iteration 31Q: 3 clusters Score -1253761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1253764.375000 Penalty: 3020.502441
	Iteration 32Q: 3 clusters Score -1253764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1253772.750000 Penalty: 3020.502441
	Iteration 33Q: 3 clusters Score -1253773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1253775.000000 Penalty: 3020.502441
	Iteration 34Q: 3 clusters Score -1253775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1253785.375000 Penalty: 3020.502441
	Iteration 35Q: 3 clusters Score -1253785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1253792.750000 Penalty: 3020.502441
	Iteration 36Q: 3 clusters Score -1253793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1253800.750000 Penalty: 3020.502441
	Iteration 37Q: 3 clusters Score -1253801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1253806.750000 Penalty: 3020.502441
	Iteration 38Q: 3 clusters Score -1253807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1253815.000000 Penalty: 3020.502441
	Iteration 39Q: 3 clusters Score -1253815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1253831.125000 Penalty: 3020.502441
	Iteration 40F: 3 clusters Score -1253831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1253838.500000 Penalty: 3020.502441
	Iteration 41Q: 3 clusters Score -1253838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1253845.750000 Penalty: 3020.502441
	Iteration 42Q: 3 clusters Score -1253846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1253853.250000 Penalty: 3020.502441
	Iteration 43Q: 3 clusters Score -1253853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1253860.000000 Penalty: 3020.502441
	Iteration 44Q: 3 clusters Score -1253860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1253867.500000 Penalty: 3020.502441
	Iteration 45Q: 3 clusters Score -1253868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1253879.875000 Penalty: 3020.502441
	Iteration 46Q: 3 clusters Score -1253880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1253888.250000 Penalty: 3020.502441
	Iteration 47Q: 3 clusters Score -1253888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1253896.500000 Penalty: 3020.502441
	Iteration 48Q: 3 clusters Score -1253896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1253916.125000 Penalty: 3020.502441
	Iteration 49Q: 3 clusters Score -1253916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1253930.250000 Penalty: 3020.502441
	Iteration 50Q: 3 clusters Score -1253930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1253944.375000 Penalty: 3020.502441
	Iteration 51Q: 3 clusters Score -1253944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1253955.500000 Penalty: 3020.502441
	Iteration 52Q: 3 clusters Score -1253956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1253971.625000 Penalty: 3020.502441
	Iteration 53Q: 3 clusters Score -1253972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1253986.625000 Penalty: 3020.502441
	Iteration 54Q: 3 clusters Score -1253987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1253994.750000 Penalty: 3020.502441
	Iteration 55Q: 3 clusters Score -1253995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1254004.625000 Penalty: 3020.502441
	Iteration 56Q: 3 clusters Score -1254005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1254021.500000 Penalty: 3020.502441
	Iteration 57Q: 3 clusters Score -1254022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1254036.250000 Penalty: 3020.502441
	Iteration 58Q: 3 clusters Score -1254036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1254057.375000 Penalty: 3020.502441
	Iteration 59Q: 3 clusters Score -1254057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1254076.000000 Penalty: 3020.502441
	Iteration 60F: 3 clusters Score -1254076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1254092.000000 Penalty: 3020.502441
	Iteration 61Q: 3 clusters Score -1254092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1254100.875000 Penalty: 3020.502441
	Iteration 62Q: 3 clusters Score -1254101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1254110.375000 Penalty: 3020.502441
	Iteration 63Q: 3 clusters Score -1254110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1254115.625000 Penalty: 3020.502441
	Iteration 64Q: 3 clusters Score -1254116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1254119.500000 Penalty: 3020.502441
	Iteration 65Q: 3 clusters Score -1254120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1254123.750000 Penalty: 3020.502441
	Iteration 66Q: 3 clusters Score -1254124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1254126.500000 Penalty: 3020.502441
	Iteration 67Q: 3 clusters Score -1254126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1254127.500000 Penalty: 3020.502441
	Iteration 68Q: 3 clusters Score -1254128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1254134.875000 Penalty: 3020.502441
	Iteration 69Q: 3 clusters Score -1254135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1254134.125000 Penalty: 3020.502441
	Iteration 70Q: 3 clusters Score -1254134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1254141.500000 Penalty: 3020.502441
	Iteration 71Q: 3 clusters Score -1254142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1254145.500000 Penalty: 3020.502441
	Iteration 72Q: 3 clusters Score -1254146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1254150.125000 Penalty: 3020.502441
	Iteration 73Q: 3 clusters Score -1254150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1254150.000000 Penalty: 3020.502441
	Iteration 74Q: 3 clusters Score -1254150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1254150.000000 Penalty: 3020.502441
	Iteration 75F: 3 clusters Score -1254150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (88062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Entering Unmasked Estep 
Score: -10221963.000000 Penalty: 1850.191895
	Iteration 0F: 2 clusters Score -1.022196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -10163447.000000 Penalty: 3700.383789
	Iteration 0F: 3 clusters Score -1.016345e+07 nChanged 41956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -10188097.000000 Penalty: 3700.383789
	Iteration 1F: 3 clusters Score -1.01881e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -10188923.000000 Penalty: 3700.383789
	Iteration 2Q: 3 clusters Score -1.018892e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -10190285.000000 Penalty: 3700.383789
	Iteration 3Q: 3 clusters Score -1.019028e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -10192602.000000 Penalty: 3700.383789
	Iteration 4F: 3 clusters Score -1.01926e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -10196714.000000 Penalty: 3700.383789
	Iteration 5F: 3 clusters Score -1.019671e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -10202586.000000 Penalty: 3700.383789
	Iteration 6F: 3 clusters Score -1.020259e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76553 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -10209601.000000 Penalty: 3700.383789
	Iteration 7F: 3 clusters Score -1.02096e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -10215370.000000 Penalty: 3700.383789
	Iteration 8F: 3 clusters Score -1.021537e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -10218645.000000 Penalty: 3700.383789
	Iteration 9Q: 3 clusters Score -1.021864e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10219801.000000 Penalty: 3700.383789
	Iteration 10Q: 3 clusters Score -1.02198e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10220079.000000 Penalty: 3700.383789
	Iteration 11Q: 3 clusters Score -1.022008e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87907 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10220176.000000 Penalty: 3700.383789
	Iteration 12Q: 3 clusters Score -1.022018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10220201.000000 Penalty: 3700.383789
	Iteration 13Q: 3 clusters Score -1.02202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87945 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10220231.000000 Penalty: 3700.383789
	Iteration 14Q: 3 clusters Score -1.022023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10220250.000000 Penalty: 3700.383789
	Iteration 15Q: 3 clusters Score -1.022025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10220259.000000 Penalty: 3700.383789
	Iteration 16Q: 3 clusters Score -1.022026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10220269.000000 Penalty: 3700.383789
	Iteration 17Q: 3 clusters Score -1.022027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10220270.000000 Penalty: 3700.383789
	Iteration 18Q: 3 clusters Score -1.022027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10220270.000000 Penalty: 3700.383789
	Iteration 19F: 3 clusters Score -1.022027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Entering Unmasked Estep 
Score: -4537293.000000 Penalty: 1717.413452
	Iteration 0F: 2 clusters Score -4537293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -4511217.500000 Penalty: 3434.826904
	Iteration 0F: 3 clusters Score -4511218 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -4521246.000000 Penalty: 3434.826904
	Iteration 1F: 3 clusters Score -4521246 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -4521691.000000 Penalty: 3434.826904
	Iteration 2Q: 3 clusters Score -4521691 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -4522242.500000 Penalty: 3434.826904
	Iteration 3Q: 3 clusters Score -4522242 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -4523033.500000 Penalty: 3434.826904
	Iteration 4Q: 3 clusters Score -4523034 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -4524299.000000 Penalty: 3434.826904
	Iteration 5F: 3 clusters Score -4524299 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -4526142.000000 Penalty: 3434.826904
	Iteration 6F: 3 clusters Score -4526142 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -4528452.500000 Penalty: 3434.826904
	Iteration 7F: 3 clusters Score -4528452 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -4530983.500000 Penalty: 3434.826904
	Iteration 8F: 3 clusters Score -4530984 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -4533166.000000 Penalty: 3434.826904
	Iteration 9F: 3 clusters Score -4533166 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -4534481.500000 Penalty: 3434.826904
	Iteration 10Q: 3 clusters Score -4534482 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -4535129.500000 Penalty: 3434.826904
	Iteration 11Q: 3 clusters Score -4535130 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -4535466.000000 Penalty: 3434.826904
	Iteration 12Q: 3 clusters Score -4535466 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -4535622.500000 Penalty: 3434.826904
	Iteration 13Q: 3 clusters Score -4535622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -4535699.000000 Penalty: 3434.826904
	Iteration 14Q: 3 clusters Score -4535699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -4535747.500000 Penalty: 3434.826904
	Iteration 15Q: 3 clusters Score -4535748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -4535768.500000 Penalty: 3434.826904
	Iteration 16Q: 3 clusters Score -4535768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -4535778.500000 Penalty: 3434.826904
	Iteration 17Q: 3 clusters Score -4535778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -4535782.500000 Penalty: 3434.826904
	Iteration 18Q: 3 clusters Score -4535782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -4535787.000000 Penalty: 3434.826904
	Iteration 19Q: 3 clusters Score -4535787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -4535789.000000 Penalty: 3434.826904
	Iteration 20F: 3 clusters Score -4535789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -4535788.000000 Penalty: 3434.826904
	Iteration 21Q: 3 clusters Score -4535788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -4535788.000000 Penalty: 3434.826904
	Iteration 22F: 3 clusters Score -4535788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148560 members 
Mstep: Class 8 contains 38864 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15346 members 
Mstep: Class 11 contains 3668 members 
Mstep: Class 12 contains 91082 members 
Mstep: Class 13 contains 15132 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147516 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 112680 members 
Mstep: Class 20 contains 6173 members 
Mstep: Class 21 contains 85781 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 88062 members 
Mstep: Class 24 contains 38898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104536.000000 Penalty: 53515.957031
Iteration 319Q: 25 clusters Score -1.021045e+08 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 7271 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148558 members 
Mstep: Class 8 contains 38864 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15313 members 
Mstep: Class 11 contains 3669 members 
Mstep: Class 12 contains 91091 members 
Mstep: Class 13 contains 14896 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147517 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 113304 members 
Mstep: Class 20 contains 6170 members 
Mstep: Class 21 contains 86792 members 
Mstep: Class 22 contains 10871 members 
Mstep: Class 23 contains 86731 members 
Mstep: Class 24 contains 38902 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 320F: 25 clusters Score -1.021042e+08 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148557 members 
Mstep: Class 8 contains 38864 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 3669 members 
Mstep: Class 12 contains 91101 members 
Mstep: Class 13 contains 14690 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147516 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 113694 members 
Mstep: Class 20 contains 6173 members 
Mstep: Class 21 contains 87818 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 85533 members 
Mstep: Class 24 contains 38936 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 321Q: 25 clusters Score -1.021042e+08 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 7170 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148557 members 
Mstep: Class 8 contains 38864 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 3667 members 
Mstep: Class 12 contains 91101 members 
Mstep: Class 13 contains 14569 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147516 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 113903 members 
Mstep: Class 20 contains 6180 members 
Mstep: Class 21 contains 88882 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 84377 members 
Mstep: Class 24 contains 38985 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 322Q: 25 clusters Score -1.021041e+08 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148557 members 
Mstep: Class 8 contains 38865 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15298 members 
Mstep: Class 11 contains 3666 members 
Mstep: Class 12 contains 91094 members 
Mstep: Class 13 contains 14487 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147516 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 114000 members 
Mstep: Class 20 contains 6178 members 
Mstep: Class 21 contains 90023 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 83239 members 
Mstep: Class 24 contains 39030 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 323Q: 25 clusters Score -1.021043e+08 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 7097 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148558 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15286 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 91100 members 
Mstep: Class 13 contains 14390 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147517 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 114033 members 
Mstep: Class 20 contains 6180 members 
Mstep: Class 21 contains 91158 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 82118 members 
Mstep: Class 24 contains 39114 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 324Q: 25 clusters Score -1.021041e+08 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 7056 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148561 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15292 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 91097 members 
Mstep: Class 13 contains 14296 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147514 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 114104 members 
Mstep: Class 20 contains 6181 members 
Mstep: Class 21 contains 92277 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 80982 members 
Mstep: Class 24 contains 39191 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 325Q: 25 clusters Score -1.021038e+08 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 7011 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148560 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15313 members 
Mstep: Class 11 contains 3663 members 
Mstep: Class 12 contains 91114 members 
Mstep: Class 13 contains 14225 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147510 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 114203 members 
Mstep: Class 20 contains 6173 members 
Mstep: Class 21 contains 93342 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 79862 members 
Mstep: Class 24 contains 39238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103616.000000 Penalty: 53515.957031
Iteration 326Q: 25 clusters Score -1.021036e+08 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 6975 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148563 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15322 members 
Mstep: Class 11 contains 3663 members 
Mstep: Class 12 contains 91124 members 
Mstep: Class 13 contains 14163 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147507 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 114276 members 
Mstep: Class 20 contains 6158 members 
Mstep: Class 21 contains 94336 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 78857 members 
Mstep: Class 24 contains 39271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103488.000000 Penalty: 53515.957031
Iteration 327Q: 25 clusters Score -1.021035e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 6936 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148567 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15322 members 
Mstep: Class 11 contains 3665 members 
Mstep: Class 12 contains 91114 members 
Mstep: Class 13 contains 14130 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147505 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 114344 members 
Mstep: Class 20 contains 6147 members 
Mstep: Class 21 contains 95228 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 77973 members 
Mstep: Class 24 contains 39285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103408.000000 Penalty: 53515.957031
Iteration 328Q: 25 clusters Score -1.021034e+08 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 6891 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148572 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15328 members 
Mstep: Class 11 contains 3671 members 
Mstep: Class 12 contains 91105 members 
Mstep: Class 13 contains 14111 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147502 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 114554 members 
Mstep: Class 20 contains 6132 members 
Mstep: Class 21 contains 96043 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 77014 members 
Mstep: Class 24 contains 39291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103008.000000 Penalty: 53515.957031
Iteration 329Q: 25 clusters Score -1.02103e+08 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 6845 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148577 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15342 members 
Mstep: Class 11 contains 3670 members 
Mstep: Class 12 contains 91111 members 
Mstep: Class 13 contains 14113 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147501 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 114863 members 
Mstep: Class 20 contains 6123 members 
Mstep: Class 21 contains 96724 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 76071 members 
Mstep: Class 24 contains 39274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103048.000000 Penalty: 53515.957031
Iteration 330Q: 25 clusters Score -1.02103e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 6805 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148583 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15344 members 
Mstep: Class 11 contains 3669 members 
Mstep: Class 12 contains 91116 members 
Mstep: Class 13 contains 14123 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147498 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 115198 members 
Mstep: Class 20 contains 6122 members 
Mstep: Class 21 contains 97332 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 75186 members 
Mstep: Class 24 contains 39238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102856.000000 Penalty: 53515.957031
Iteration 331Q: 25 clusters Score -1.021029e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 6774 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148587 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15351 members 
Mstep: Class 11 contains 3667 members 
Mstep: Class 12 contains 91119 members 
Mstep: Class 13 contains 14118 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147500 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 115550 members 
Mstep: Class 20 contains 6117 members 
Mstep: Class 21 contains 97856 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 74373 members 
Mstep: Class 24 contains 39202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102880.000000 Penalty: 53515.957031
Iteration 332Q: 25 clusters Score -1.021029e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 6737 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148589 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 3675 members 
Mstep: Class 12 contains 91124 members 
Mstep: Class 13 contains 14119 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147503 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 115971 members 
Mstep: Class 20 contains 6113 members 
Mstep: Class 21 contains 98295 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 73593 members 
Mstep: Class 24 contains 39140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102800.000000 Penalty: 53515.957031
Iteration 333Q: 25 clusters Score -1.021028e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 148590 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 15363 members 
Mstep: Class 11 contains 3674 members 
Mstep: Class 12 contains 91119 members 
Mstep: Class 13 contains 14133 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147504 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 116400 members 
Mstep: Class 20 contains 6111 members 
Mstep: Class 21 contains 98661 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 72879 members 
Mstep: Class 24 contains 39074 members 
Entering Unmasked Estep 
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Iteration 334Q: 25 clusters Score -1.021026e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9850 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148593 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15378 members 
Mstep: Class 11 contains 3674 members 
Mstep: Class 12 contains 91118 members 
Mstep: Class 13 contains 14155 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147504 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 116808 members 
Mstep: Class 20 contains 6108 members 
Mstep: Class 21 contains 98976 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 72218 members 
Mstep: Class 24 contains 39011 members 
Entering Unmasked Estep 
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Iteration 335Q: 25 clusters Score -1.021023e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 6624 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148597 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15392 members 
Mstep: Class 11 contains 3677 members 
Mstep: Class 12 contains 91129 members 
Mstep: Class 13 contains 14196 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147504 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 117172 members 
Mstep: Class 20 contains 6108 members 
Mstep: Class 21 contains 99225 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 71644 members 
Mstep: Class 24 contains 38947 members 
Entering Unmasked Estep 
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Iteration 336Q: 25 clusters Score -1.021022e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148599 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15392 members 
Mstep: Class 11 contains 3677 members 
Mstep: Class 12 contains 91126 members 
Mstep: Class 13 contains 14227 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147503 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 117558 members 
Mstep: Class 20 contains 6105 members 
Mstep: Class 21 contains 99445 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 71121 members 
Mstep: Class 24 contains 38877 members 
Entering Unmasked Estep 
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Iteration 337Q: 25 clusters Score -1.021023e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 6555 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148600 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15401 members 
Mstep: Class 11 contains 3679 members 
Mstep: Class 12 contains 91126 members 
Mstep: Class 13 contains 14242 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147504 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 117909 members 
Mstep: Class 20 contains 6102 members 
Mstep: Class 21 contains 99642 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 70651 members 
Mstep: Class 24 contains 38804 members 
Entering Unmasked Estep 
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Score: -102102312.000000 Penalty: 53515.957031
Iteration 338Q: 25 clusters Score -1.021023e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148601 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15408 members 
Mstep: Class 11 contains 3681 members 
Mstep: Class 12 contains 91130 members 
Mstep: Class 13 contains 14262 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147503 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 118287 members 
Mstep: Class 20 contains 6101 members 
Mstep: Class 21 contains 99775 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 70219 members 
Mstep: Class 24 contains 38725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102280.000000 Penalty: 53515.957031
Iteration 339Q: 25 clusters Score -1.021023e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 6490 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 148605 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15410 members 
Mstep: Class 11 contains 3682 members 
Mstep: Class 12 contains 91127 members 
Mstep: Class 13 contains 14279 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147504 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 118684 members 
Mstep: Class 20 contains 6101 members 
Mstep: Class 21 contains 99883 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 69808 members 
Mstep: Class 24 contains 38645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102152.000000 Penalty: 53515.957031
Iteration 340F: 25 clusters Score -1.021022e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 6467 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 148608 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15413 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 91115 members 
Mstep: Class 13 contains 14289 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147506 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 119050 members 
Mstep: Class 20 contains 6096 members 
Mstep: Class 21 contains 99986 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 69425 members 
Mstep: Class 24 contains 38577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102120.000000 Penalty: 53515.957031
Iteration 341Q: 25 clusters Score -1.021021e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 6441 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 148605 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15415 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 91116 members 
Mstep: Class 13 contains 14294 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 119398 members 
Mstep: Class 20 contains 6093 members 
Mstep: Class 21 contains 100041 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 69122 members 
Mstep: Class 24 contains 38498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102112.000000 Penalty: 53515.957031
Iteration 342Q: 25 clusters Score -1.021021e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 6406 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 148604 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15429 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 91119 members 
Mstep: Class 13 contains 14302 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147510 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 119732 members 
Mstep: Class 20 contains 6088 members 
Mstep: Class 21 contains 100093 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 68838 members 
Mstep: Class 24 contains 38409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102024.000000 Penalty: 53515.957031
Iteration 343Q: 25 clusters Score -1.02102e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 6371 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 148606 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15438 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 91124 members 
Mstep: Class 13 contains 14328 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147510 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 120079 members 
Mstep: Class 20 contains 6085 members 
Mstep: Class 21 contains 100151 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 68540 members 
Mstep: Class 24 contains 38301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101984.000000 Penalty: 53515.957031
Iteration 344Q: 25 clusters Score -1.02102e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 6341 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 148608 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15447 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 91124 members 
Mstep: Class 13 contains 14347 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147511 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 120434 members 
Mstep: Class 20 contains 6084 members 
Mstep: Class 21 contains 100172 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 68255 members 
Mstep: Class 24 contains 38208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101704.000000 Penalty: 53515.957031
Iteration 345Q: 25 clusters Score -1.021017e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 6317 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 148607 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15458 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 91126 members 
Mstep: Class 13 contains 14364 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147515 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 120759 members 
Mstep: Class 20 contains 6077 members 
Mstep: Class 21 contains 100193 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 67990 members 
Mstep: Class 24 contains 38127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101568.000000 Penalty: 53515.957031
Iteration 346Q: 25 clusters Score -1.021016e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 6276 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148607 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15472 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 91123 members 
Mstep: Class 13 contains 14391 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147517 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 121059 members 
Mstep: Class 20 contains 6068 members 
Mstep: Class 21 contains 100201 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 67760 members 
Mstep: Class 24 contains 38057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101384.000000 Penalty: 53515.957031
Iteration 347Q: 25 clusters Score -1.021014e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 6246 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148610 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15480 members 
Mstep: Class 11 contains 3683 members 
Mstep: Class 12 contains 91119 members 
Mstep: Class 13 contains 14409 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147516 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 121345 members 
Mstep: Class 20 contains 6059 members 
Mstep: Class 21 contains 100190 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 67548 members 
Mstep: Class 24 contains 38012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101456.000000 Penalty: 53515.957031
Iteration 348Q: 25 clusters Score -1.021015e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 6214 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148613 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15492 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 91111 members 
Mstep: Class 13 contains 14428 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147516 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 121581 members 
Mstep: Class 20 contains 6055 members 
Mstep: Class 21 contains 100167 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 67379 members 
Mstep: Class 24 contains 37976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101392.000000 Penalty: 53515.957031
Iteration 349Q: 25 clusters Score -1.021014e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 6175 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148617 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15496 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 91108 members 
Mstep: Class 13 contains 14444 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147515 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 121774 members 
Mstep: Class 20 contains 6047 members 
Mstep: Class 21 contains 100139 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 67256 members 
Mstep: Class 24 contains 37960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101448.000000 Penalty: 53515.957031
Iteration 350Q: 25 clusters Score -1.021014e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148621 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15490 members 
Mstep: Class 11 contains 3684 members 
Mstep: Class 12 contains 91101 members 
Mstep: Class 13 contains 14457 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147515 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 121977 members 
Mstep: Class 20 contains 6035 members 
Mstep: Class 21 contains 100105 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 67160 members 
Mstep: Class 24 contains 37933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101488.000000 Penalty: 53515.957031
Iteration 351Q: 25 clusters Score -1.021015e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 6101 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46997 members 
Mstep: Class 7 contains 148626 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15490 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 91092 members 
Mstep: Class 13 contains 14471 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147513 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 122183 members 
Mstep: Class 20 contains 6024 members 
Mstep: Class 21 contains 100062 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 67059 members 
Mstep: Class 24 contains 37909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101544.000000 Penalty: 53515.957031
Iteration 352Q: 25 clusters Score -1.021015e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 6069 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148632 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15490 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 91087 members 
Mstep: Class 13 contains 14482 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147514 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 122368 members 
Mstep: Class 20 contains 6005 members 
Mstep: Class 21 contains 100023 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 66978 members 
Mstep: Class 24 contains 37877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101672.000000 Penalty: 53515.957031
Iteration 353Q: 25 clusters Score -1.021017e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 6032 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148635 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15491 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 91088 members 
Mstep: Class 13 contains 14509 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147514 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 122520 members 
Mstep: Class 20 contains 5990 members 
Mstep: Class 21 contains 100006 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 66896 members 
Mstep: Class 24 contains 37843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101552.000000 Penalty: 53515.957031
Iteration 354Q: 25 clusters Score -1.021016e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5992 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47000 members 
Mstep: Class 7 contains 148639 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 91090 members 
Mstep: Class 13 contains 14542 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147511 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 122645 members 
Mstep: Class 20 contains 5981 members 
Mstep: Class 21 contains 99980 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 66840 members 
Mstep: Class 24 contains 37810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101544.000000 Penalty: 53515.957031
Iteration 355Q: 25 clusters Score -1.021015e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5958 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47001 members 
Mstep: Class 7 contains 148640 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15489 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 91090 members 
Mstep: Class 13 contains 14563 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147511 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 122771 members 
Mstep: Class 20 contains 5975 members 
Mstep: Class 21 contains 99958 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 66790 members 
Mstep: Class 24 contains 37777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101504.000000 Penalty: 53515.957031
Iteration 356Q: 25 clusters Score -1.021015e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47002 members 
Mstep: Class 7 contains 148643 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15497 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 91084 members 
Mstep: Class 13 contains 14588 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147510 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 122873 members 
Mstep: Class 20 contains 5969 members 
Mstep: Class 21 contains 99939 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 66751 members 
Mstep: Class 24 contains 37746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101528.000000 Penalty: 53515.957031
Iteration 357Q: 25 clusters Score -1.021015e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5899 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47002 members 
Mstep: Class 7 contains 148644 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15498 members 
Mstep: Class 11 contains 3684 members 
Mstep: Class 12 contains 91087 members 
Mstep: Class 13 contains 14601 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147513 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 122969 members 
Mstep: Class 20 contains 5965 members 
Mstep: Class 21 contains 99927 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 66722 members 
Mstep: Class 24 contains 37699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101472.000000 Penalty: 53515.957031
Iteration 358Q: 25 clusters Score -1.021015e+08 nChanged 339
Entering ConstructFrom: 
Score: -102101472.000000 Penalty: 53515.957031
Entering ConstructFrom: 
Trying to split cluster 1 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -261423.296875 Penalty: 1270.167725
	Iteration 0F: 2 clusters Score -261423.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -259102.609375 Penalty: 2540.335449
	Iteration 0F: 3 clusters Score -259102.6 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -259801.125000 Penalty: 2540.335449
	Iteration 1F: 3 clusters Score -259801.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -260147.140625 Penalty: 2540.335449
	Iteration 2F: 3 clusters Score -260147.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -260484.953125 Penalty: 2540.335449
	Iteration 3F: 3 clusters Score -260485 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -260768.578125 Penalty: 2540.335449
	Iteration 4F: 3 clusters Score -260768.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -260995.562500 Penalty: 2540.335449
	Iteration 5F: 3 clusters Score -260995.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -261197.656250 Penalty: 2540.335449
	Iteration 6Q: 3 clusters Score -261197.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -261312.046875 Penalty: 2540.335449
	Iteration 7Q: 3 clusters Score -261312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -261378.265625 Penalty: 2540.335449
	Iteration 8Q: 3 clusters Score -261378.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -261398.750000 Penalty: 2540.335449
	Iteration 9Q: 3 clusters Score -261398.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -261403.203125 Penalty: 2540.335449
	Iteration 10Q: 3 clusters Score -261403.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -261408.406250 Penalty: 2540.335449
	Iteration 11Q: 3 clusters Score -261408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -261411.687500 Penalty: 2540.335449
	Iteration 12Q: 3 clusters Score -261411.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -261415.328125 Penalty: 2540.335449
	Iteration 13Q: 3 clusters Score -261415.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -261415.062500 Penalty: 2540.335449
	Iteration 14Q: 3 clusters Score -261415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -261415.062500 Penalty: 2540.335449
	Iteration 15F: 3 clusters Score -261415.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -455137.250000 Penalty: 1355.556519
	Iteration 0F: 2 clusters Score -455137.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -451705.781250 Penalty: 2711.113037
	Iteration 0F: 3 clusters Score -451705.8 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -452580.812500 Penalty: 2711.113037
	Iteration 1F: 3 clusters Score -452580.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -452826.906250 Penalty: 2711.113037
	Iteration 2F: 3 clusters Score -452826.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -453094.875000 Penalty: 2711.113037
	Iteration 3F: 3 clusters Score -453094.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -453372.937500 Penalty: 2711.113037
	Iteration 4F: 3 clusters Score -453372.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -453760.437500 Penalty: 2711.113037
	Iteration 5F: 3 clusters Score -453760.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -454117.437500 Penalty: 2711.113037
	Iteration 6F: 3 clusters Score -454117.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -454409.468750 Penalty: 2711.113037
	Iteration 7F: 3 clusters Score -454409.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -454614.781250 Penalty: 2711.113037
	Iteration 8F: 3 clusters Score -454614.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -454756.812500 Penalty: 2711.113037
	Iteration 9Q: 3 clusters Score -454756.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -454844.281250 Penalty: 2711.113037
	Iteration 10Q: 3 clusters Score -454844.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -454893.281250 Penalty: 2711.113037
	Iteration 11Q: 3 clusters Score -454893.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -454934.062500 Penalty: 2711.113037
	Iteration 12Q: 3 clusters Score -454934.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -454983.250000 Penalty: 2711.113037
	Iteration 13Q: 3 clusters Score -454983.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -455017.375000 Penalty: 2711.113037
	Iteration 14Q: 3 clusters Score -455017.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -455052.593750 Penalty: 2711.113037
	Iteration 15Q: 3 clusters Score -455052.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -455070.656250 Penalty: 2711.113037
	Iteration 16Q: 3 clusters Score -455070.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -455079.968750 Penalty: 2711.113037
	Iteration 17Q: 3 clusters Score -455080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -455083.062500 Penalty: 2711.113037
	Iteration 18Q: 3 clusters Score -455083.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -455085.531250 Penalty: 2711.113037
	Iteration 19Q: 3 clusters Score -455085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -455086.593750 Penalty: 2711.113037
	Iteration 20F: 3 clusters Score -455086.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -455087.750000 Penalty: 2711.113037
	Iteration 21Q: 3 clusters Score -455087.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -455088.500000 Penalty: 2711.113037
	Iteration 22Q: 3 clusters Score -455088.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -455088.500000 Penalty: 2711.113037
	Iteration 23F: 3 clusters Score -455088.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Entering Unmasked Estep 
Score: -675741.062500 Penalty: 1410.056152
	Iteration 0F: 2 clusters Score -675741.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -671170.187500 Penalty: 2820.112305
	Iteration 0F: 3 clusters Score -671170.2 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -672525.250000 Penalty: 2820.112305
	Iteration 1F: 3 clusters Score -672525.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -672776.187500 Penalty: 2820.112305
	Iteration 2F: 3 clusters Score -672776.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -673007.000000 Penalty: 2820.112305
	Iteration 3F: 3 clusters Score -673007 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -673267.625000 Penalty: 2820.112305
	Iteration 4F: 3 clusters Score -673267.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -673514.625000 Penalty: 2820.112305
	Iteration 5F: 3 clusters Score -673514.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -673792.687500 Penalty: 2820.112305
	Iteration 6F: 3 clusters Score -673792.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -674020.312500 Penalty: 2820.112305
	Iteration 7F: 3 clusters Score -674020.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -674264.687500 Penalty: 2820.112305
	Iteration 8F: 3 clusters Score -674264.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -674493.875000 Penalty: 2820.112305
	Iteration 9Q: 3 clusters Score -674493.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -674736.250000 Penalty: 2820.112305
	Iteration 10Q: 3 clusters Score -674736.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -674927.937500 Penalty: 2820.112305
	Iteration 11Q: 3 clusters Score -674927.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -675018.937500 Penalty: 2820.112305
	Iteration 12Q: 3 clusters Score -675018.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -675045.937500 Penalty: 2820.112305
	Iteration 13Q: 3 clusters Score -675045.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -675057.875000 Penalty: 2820.112305
	Iteration 14Q: 3 clusters Score -675057.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -675068.562500 Penalty: 2820.112305
	Iteration 15Q: 3 clusters Score -675068.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -675077.625000 Penalty: 2820.112305
	Iteration 16Q: 3 clusters Score -675077.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -675084.937500 Penalty: 2820.112305
	Iteration 17Q: 3 clusters Score -675084.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -675088.000000 Penalty: 2820.112305
	Iteration 18Q: 3 clusters Score -675088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -675091.875000 Penalty: 2820.112305
	Iteration 19Q: 3 clusters Score -675091.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -675092.687500 Penalty: 2820.112305
	Iteration 20F: 3 clusters Score -675092.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -675095.750000 Penalty: 2820.112305
	Iteration 21Q: 3 clusters Score -675095.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -675096.062500 Penalty: 2820.112305
	Iteration 22Q: 3 clusters Score -675096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -675095.812500 Penalty: 2820.112305
	Iteration 23Q: 3 clusters Score -675095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -675095.750000 Penalty: 2820.112305
	Iteration 24Q: 3 clusters Score -675095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -675096.937500 Penalty: 2820.112305
	Iteration 25Q: 3 clusters Score -675096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -675098.187500 Penalty: 2820.112305
	Iteration 26Q: 3 clusters Score -675098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -675098.937500 Penalty: 2820.112305
	Iteration 27Q: 3 clusters Score -675098.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -675098.937500 Penalty: 2820.112305
	Iteration 28F: 3 clusters Score -675098.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Entering Unmasked Estep 
Score: -1570389.625000 Penalty: 1546.431274
	Iteration 0F: 2 clusters Score -1570390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1560903.000000 Penalty: 3092.862549
	Iteration 0F: 3 clusters Score -1560903 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1564286.625000 Penalty: 3092.862549
	Iteration 1F: 3 clusters Score -1564287 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1564719.375000 Penalty: 3092.862549
	Iteration 2F: 3 clusters Score -1564719 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1565146.125000 Penalty: 3092.862549
	Iteration 3F: 3 clusters Score -1565146 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1565650.000000 Penalty: 3092.862549
	Iteration 4F: 3 clusters Score -1565650 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1566155.250000 Penalty: 3092.862549
	Iteration 5F: 3 clusters Score -1566155 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1566651.875000 Penalty: 3092.862549
	Iteration 6F: 3 clusters Score -1566652 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1567157.750000 Penalty: 3092.862549
	Iteration 7F: 3 clusters Score -1567158 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1567562.875000 Penalty: 3092.862549
	Iteration 8Q: 3 clusters Score -1567563 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1567862.875000 Penalty: 3092.862549
	Iteration 9Q: 3 clusters Score -1567863 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1568046.000000 Penalty: 3092.862549
	Iteration 10Q: 3 clusters Score -1568046 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1568183.750000 Penalty: 3092.862549
	Iteration 11Q: 3 clusters Score -1568184 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1568302.625000 Penalty: 3092.862549
	Iteration 12Q: 3 clusters Score -1568303 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1568423.875000 Penalty: 3092.862549
	Iteration 13Q: 3 clusters Score -1568424 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1568535.500000 Penalty: 3092.862549
	Iteration 14Q: 3 clusters Score -1568536 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1568636.000000 Penalty: 3092.862549
	Iteration 15Q: 3 clusters Score -1568636 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1568712.625000 Penalty: 3092.862549
	Iteration 16Q: 3 clusters Score -1568713 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1568770.875000 Penalty: 3092.862549
	Iteration 17Q: 3 clusters Score -1568771 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1568826.125000 Penalty: 3092.862549
	Iteration 18Q: 3 clusters Score -1568826 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1568874.375000 Penalty: 3092.862549
	Iteration 19Q: 3 clusters Score -1568874 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1568919.500000 Penalty: 3092.862549
	Iteration 20F: 3 clusters Score -1568920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1568949.250000 Penalty: 3092.862549
	Iteration 21Q: 3 clusters Score -1568949 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1568984.625000 Penalty: 3092.862549
	Iteration 22Q: 3 clusters Score -1568985 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1569006.500000 Penalty: 3092.862549
	Iteration 23Q: 3 clusters Score -1569006 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1569024.875000 Penalty: 3092.862549
	Iteration 24Q: 3 clusters Score -1569025 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1569045.875000 Penalty: 3092.862549
	Iteration 25Q: 3 clusters Score -1569046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1569059.375000 Penalty: 3092.862549
	Iteration 26Q: 3 clusters Score -1569059 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1569084.375000 Penalty: 3092.862549
	Iteration 27Q: 3 clusters Score -1569084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1569095.125000 Penalty: 3092.862549
	Iteration 28Q: 3 clusters Score -1569095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1569108.500000 Penalty: 3092.862549
	Iteration 29Q: 3 clusters Score -1569108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1569121.750000 Penalty: 3092.862549
	Iteration 30Q: 3 clusters Score -1569122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1569130.625000 Penalty: 3092.862549
	Iteration 31Q: 3 clusters Score -1569131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1569142.500000 Penalty: 3092.862549
	Iteration 32Q: 3 clusters Score -1569142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1569150.875000 Penalty: 3092.862549
	Iteration 33Q: 3 clusters Score -1569151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1569150.625000 Penalty: 3092.862549
	Iteration 34Q: 3 clusters Score -1569151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1569152.250000 Penalty: 3092.862549
	Iteration 35Q: 3 clusters Score -1569152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1569156.375000 Penalty: 3092.862549
	Iteration 36Q: 3 clusters Score -1569156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1569159.875000 Penalty: 3092.862549
	Iteration 37Q: 3 clusters Score -1569160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1569162.250000 Penalty: 3092.862549
	Iteration 38Q: 3 clusters Score -1569162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1569161.625000 Penalty: 3092.862549
	Iteration 39Q: 3 clusters Score -1569162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1569159.125000 Penalty: 3092.862549
	Iteration 40F: 3 clusters Score -1569159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1569159.500000 Penalty: 3092.862549
	Iteration 41Q: 3 clusters Score -1569160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1569158.375000 Penalty: 3092.862549
	Iteration 42Q: 3 clusters Score -1569158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1569160.375000 Penalty: 3092.862549
	Iteration 43Q: 3 clusters Score -1569160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1569160.750000 Penalty: 3092.862549
	Iteration 44Q: 3 clusters Score -1569161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1569162.000000 Penalty: 3092.862549
	Iteration 45Q: 3 clusters Score -1569162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1569162.750000 Penalty: 3092.862549
	Iteration 46Q: 3 clusters Score -1569163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1569162.750000 Penalty: 3092.862549
	Iteration 47F: 3 clusters Score -1569163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Entering Unmasked Estep 
Score: -1124148.625000 Penalty: 1494.174927
	Iteration 0F: 2 clusters Score -1124149 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 4982 members 
Entering Unmasked Estep 
Score: -1117097.000000 Penalty: 2988.349854
	Iteration 0F: 3 clusters Score -1117097 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1119309.500000 Penalty: 2988.349854
	Iteration 1F: 3 clusters Score -1119310 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1119544.000000 Penalty: 2988.349854
	Iteration 2F: 3 clusters Score -1119544 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1119805.250000 Penalty: 2988.349854
	Iteration 3F: 3 clusters Score -1119805 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1120105.625000 Penalty: 2988.349854
	Iteration 4F: 3 clusters Score -1120106 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1120466.875000 Penalty: 2988.349854
	Iteration 5F: 3 clusters Score -1120467 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1120909.000000 Penalty: 2988.349854
	Iteration 6F: 3 clusters Score -1120909 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1121433.875000 Penalty: 2988.349854
	Iteration 7F: 3 clusters Score -1121434 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1121941.375000 Penalty: 2988.349854
	Iteration 8F: 3 clusters Score -1121941 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1122322.375000 Penalty: 2988.349854
	Iteration 9Q: 3 clusters Score -1122322 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1122579.375000 Penalty: 2988.349854
	Iteration 10Q: 3 clusters Score -1122579 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1122753.000000 Penalty: 2988.349854
	Iteration 11Q: 3 clusters Score -1122753 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1122853.000000 Penalty: 2988.349854
	Iteration 12Q: 3 clusters Score -1122853 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1122895.375000 Penalty: 2988.349854
	Iteration 13Q: 3 clusters Score -1122895 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1122921.500000 Penalty: 2988.349854
	Iteration 14Q: 3 clusters Score -1122922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1122938.125000 Penalty: 2988.349854
	Iteration 15Q: 3 clusters Score -1122938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1122952.375000 Penalty: 2988.349854
	Iteration 16Q: 3 clusters Score -1122952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1122964.500000 Penalty: 2988.349854
	Iteration 17Q: 3 clusters Score -1122964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1122976.125000 Penalty: 2988.349854
	Iteration 18Q: 3 clusters Score -1122976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1122980.500000 Penalty: 2988.349854
	Iteration 19Q: 3 clusters Score -1122980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1122987.000000 Penalty: 2988.349854
	Iteration 20F: 3 clusters Score -1122987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1122990.250000 Penalty: 2988.349854
	Iteration 21Q: 3 clusters Score -1122990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1122991.625000 Penalty: 2988.349854
	Iteration 22Q: 3 clusters Score -1122992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1122994.875000 Penalty: 2988.349854
	Iteration 23Q: 3 clusters Score -1122995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1122997.125000 Penalty: 2988.349854
	Iteration 24Q: 3 clusters Score -1122997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1122998.500000 Penalty: 2988.349854
	Iteration 25Q: 3 clusters Score -1122998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1122999.375000 Penalty: 2988.349854
	Iteration 26Q: 3 clusters Score -1122999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1122998.625000 Penalty: 2988.349854
	Iteration 27Q: 3 clusters Score -1122999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1122998.875000 Penalty: 2988.349854
	Iteration 28Q: 3 clusters Score -1122999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1122998.875000 Penalty: 2988.349854
	Iteration 29F: 3 clusters Score -1122999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Entering Unmasked Estep 
Score: -5389397.000000 Penalty: 1748.166016
	Iteration 0F: 2 clusters Score -5389397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -5358040.500000 Penalty: 3496.332031
	Iteration 0F: 3 clusters Score -5358040 nChanged 21989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -5370543.500000 Penalty: 3496.332031
	Iteration 1F: 3 clusters Score -5370544 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -5371164.000000 Penalty: 3496.332031
	Iteration 2Q: 3 clusters Score -5371164 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -5371866.000000 Penalty: 3496.332031
	Iteration 3Q: 3 clusters Score -5371866 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -5372788.500000 Penalty: 3496.332031
	Iteration 4Q: 3 clusters Score -5372788 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -5374158.500000 Penalty: 3496.332031
	Iteration 5F: 3 clusters Score -5374158 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -5376255.000000 Penalty: 3496.332031
	Iteration 6F: 3 clusters Score -5376255 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -5379059.000000 Penalty: 3496.332031
	Iteration 7F: 3 clusters Score -5379059 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -5381956.500000 Penalty: 3496.332031
	Iteration 8F: 3 clusters Score -5381956 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -5384236.000000 Penalty: 3496.332031
	Iteration 9F: 3 clusters Score -5384236 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -5385684.500000 Penalty: 3496.332031
	Iteration 10Q: 3 clusters Score -5385684 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -5386529.500000 Penalty: 3496.332031
	Iteration 11Q: 3 clusters Score -5386530 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -5387080.500000 Penalty: 3496.332031
	Iteration 12Q: 3 clusters Score -5387080 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -5387416.500000 Penalty: 3496.332031
	Iteration 13Q: 3 clusters Score -5387416 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -5387620.000000 Penalty: 3496.332031
	Iteration 14Q: 3 clusters Score -5387620 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -5387822.500000 Penalty: 3496.332031
	Iteration 15Q: 3 clusters Score -5387822 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -5387970.500000 Penalty: 3496.332031
	Iteration 16Q: 3 clusters Score -5387970 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -5388071.500000 Penalty: 3496.332031
	Iteration 17Q: 3 clusters Score -5388072 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -5388115.500000 Penalty: 3496.332031
	Iteration 18Q: 3 clusters Score -5388116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -5388131.000000 Penalty: 3496.332031
	Iteration 19Q: 3 clusters Score -5388131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -5388149.000000 Penalty: 3496.332031
	Iteration 20F: 3 clusters Score -5388149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -5388148.500000 Penalty: 3496.332031
	Iteration 21Q: 3 clusters Score -5388148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -5388156.000000 Penalty: 3496.332031
	Iteration 22Q: 3 clusters Score -5388156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -5388167.000000 Penalty: 3496.332031
	Iteration 23Q: 3 clusters Score -5388167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -5388170.000000 Penalty: 3496.332031
	Iteration 24Q: 3 clusters Score -5388170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -5388172.000000 Penalty: 3496.332031
	Iteration 25Q: 3 clusters Score -5388172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -5388172.000000 Penalty: 3496.332031
	Iteration 26Q: 3 clusters Score -5388172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -5388170.500000 Penalty: 3496.332031
	Iteration 27Q: 3 clusters Score -5388170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -5388172.000000 Penalty: 3496.332031
	Iteration 28Q: 3 clusters Score -5388172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -5388173.000000 Penalty: 3496.332031
	Iteration 29Q: 3 clusters Score -5388173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -5388174.000000 Penalty: 3496.332031
	Iteration 30Q: 3 clusters Score -5388174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -5388170.500000 Penalty: 3496.332031
	Iteration 31Q: 3 clusters Score -5388170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -5388173.500000 Penalty: 3496.332031
	Iteration 32Q: 3 clusters Score -5388174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -5388173.500000 Penalty: 3496.332031
	Iteration 33F: 3 clusters Score -5388174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (148642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148642 members 
Entering Unmasked Estep 
Score: -16787916.000000 Penalty: 1935.260620
	Iteration 0F: 2 clusters Score -1.678792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -16689611.000000 Penalty: 3870.521240
	Iteration 0F: 3 clusters Score -1.668961e+07 nChanged 71659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 76832 members 
Entering Unmasked Estep 
Score: -16732136.000000 Penalty: 3870.521240
	Iteration 1F: 3 clusters Score -1.673214e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -16734371.000000 Penalty: 3870.521240
	Iteration 2Q: 3 clusters Score -1.673437e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -16738043.000000 Penalty: 3870.521240
	Iteration 3Q: 3 clusters Score -1.673804e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 84732 members 
Entering Unmasked Estep 
Score: -16743100.000000 Penalty: 3870.521240
	Iteration 4F: 3 clusters Score -1.67431e+07 nChanged 10598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 90588 members 
Entering Unmasked Estep 
Score: -16750182.000000 Penalty: 3870.521240
	Iteration 5F: 3 clusters Score -1.675018e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 97867 members 
Entering Unmasked Estep 
Score: -16759453.000000 Penalty: 3870.521240
	Iteration 6F: 3 clusters Score -1.675945e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 104926 members 
Entering Unmasked Estep 
Score: -16768441.000000 Penalty: 3870.521240
	Iteration 7F: 3 clusters Score -1.676844e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 110522 members 
Entering Unmasked Estep 
Score: -16774354.000000 Penalty: 3870.521240
	Iteration 8F: 3 clusters Score -1.677435e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 114806 members 
Entering Unmasked Estep 
Score: -16777726.000000 Penalty: 3870.521240
	Iteration 9Q: 3 clusters Score -1.677773e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 118264 members 
Entering Unmasked Estep 
Score: -16779498.000000 Penalty: 3870.521240
	Iteration 10Q: 3 clusters Score -1.67795e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 121310 members 
Entering Unmasked Estep 
Score: -16780776.000000 Penalty: 3870.521240
	Iteration 11Q: 3 clusters Score -1.678078e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 123953 members 
Entering Unmasked Estep 
Score: -16781806.000000 Penalty: 3870.521240
	Iteration 12Q: 3 clusters Score -1.678181e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 126326 members 
Entering Unmasked Estep 
Score: -16782680.000000 Penalty: 3870.521240
	Iteration 13Q: 3 clusters Score -1.678268e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 128515 members 
Entering Unmasked Estep 
Score: -16783384.000000 Penalty: 3870.521240
	Iteration 14Q: 3 clusters Score -1.678338e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 130499 members 
Entering Unmasked Estep 
Score: -16784060.000000 Penalty: 3870.521240
	Iteration 15Q: 3 clusters Score -1.678406e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 132344 members 
Entering Unmasked Estep 
Score: -16784710.000000 Penalty: 3870.521240
	Iteration 16Q: 3 clusters Score -1.678471e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 133958 members 
Entering Unmasked Estep 
Score: -16785252.000000 Penalty: 3870.521240
	Iteration 17Q: 3 clusters Score -1.678525e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 135354 members 
Entering Unmasked Estep 
Score: -16785650.000000 Penalty: 3870.521240
	Iteration 18Q: 3 clusters Score -1.678565e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 136565 members 
Entering Unmasked Estep 
Score: -16785962.000000 Penalty: 3870.521240
	Iteration 19Q: 3 clusters Score -1.678596e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 137654 members 
Entering Unmasked Estep 
Score: -16786216.000000 Penalty: 3870.521240
	Iteration 20F: 3 clusters Score -1.678622e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 138670 members 
Entering Unmasked Estep 
Score: -16786450.000000 Penalty: 3870.521240
	Iteration 21Q: 3 clusters Score -1.678645e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 139614 members 
Entering Unmasked Estep 
Score: -16786574.000000 Penalty: 3870.521240
	Iteration 22Q: 3 clusters Score -1.678657e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 140430 members 
Entering Unmasked Estep 
Score: -16786772.000000 Penalty: 3870.521240
	Iteration 23Q: 3 clusters Score -1.678677e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 141223 members 
Entering Unmasked Estep 
Score: -16786944.000000 Penalty: 3870.521240
	Iteration 24Q: 3 clusters Score -1.678694e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 141918 members 
Entering Unmasked Estep 
Score: -16787100.000000 Penalty: 3870.521240
	Iteration 25Q: 3 clusters Score -1.67871e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 142510 members 
Entering Unmasked Estep 
Score: -16787220.000000 Penalty: 3870.521240
	Iteration 26Q: 3 clusters Score -1.678722e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 143014 members 
Entering Unmasked Estep 
Score: -16787344.000000 Penalty: 3870.521240
	Iteration 27Q: 3 clusters Score -1.678734e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 143442 members 
Entering Unmasked Estep 
Score: -16787394.000000 Penalty: 3870.521240
	Iteration 28Q: 3 clusters Score -1.678739e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 143804 members 
Entering Unmasked Estep 
Score: -16787492.000000 Penalty: 3870.521240
	Iteration 29Q: 3 clusters Score -1.678749e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 144107 members 
Entering Unmasked Estep 
Score: -16787546.000000 Penalty: 3870.521240
	Iteration 30Q: 3 clusters Score -1.678755e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 144389 members 
Entering Unmasked Estep 
Score: -16787542.000000 Penalty: 3870.521240
	Iteration 31Q: 3 clusters Score -1.678754e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 144632 members 
Entering Unmasked Estep 
Score: -16787556.000000 Penalty: 3870.521240
	Iteration 32Q: 3 clusters Score -1.678756e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 144848 members 
Entering Unmasked Estep 
Score: -16787560.000000 Penalty: 3870.521240
	Iteration 33Q: 3 clusters Score -1.678756e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 145033 members 
Entering Unmasked Estep 
Score: -16787544.000000 Penalty: 3870.521240
	Iteration 34Q: 3 clusters Score -1.678754e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 145183 members 
Entering Unmasked Estep 
Score: -16787584.000000 Penalty: 3870.521240
	Iteration 35Q: 3 clusters Score -1.678758e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 145321 members 
Entering Unmasked Estep 
Score: -16787584.000000 Penalty: 3870.521240
	Iteration 36Q: 3 clusters Score -1.678758e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 145443 members 
Entering Unmasked Estep 
Score: -16787592.000000 Penalty: 3870.521240
	Iteration 37Q: 3 clusters Score -1.678759e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 145555 members 
Entering Unmasked Estep 
Score: -16787584.000000 Penalty: 3870.521240
	Iteration 38Q: 3 clusters Score -1.678758e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 145644 members 
Entering Unmasked Estep 
Score: -16787594.000000 Penalty: 3870.521240
	Iteration 39Q: 3 clusters Score -1.678759e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 145708 members 
Entering Unmasked Estep 
Score: -16787598.000000 Penalty: 3870.521240
	Iteration 40F: 3 clusters Score -1.67876e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 145750 members 
Entering Unmasked Estep 
Score: -16787596.000000 Penalty: 3870.521240
	Iteration 41Q: 3 clusters Score -1.67876e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 145775 members 
Entering Unmasked Estep 
Score: -16787588.000000 Penalty: 3870.521240
	Iteration 42Q: 3 clusters Score -1.678759e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 145802 members 
Entering Unmasked Estep 
Score: -16787582.000000 Penalty: 3870.521240
	Iteration 43Q: 3 clusters Score -1.678758e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 145834 members 
Entering Unmasked Estep 
Score: -16787566.000000 Penalty: 3870.521240
	Iteration 44Q: 3 clusters Score -1.678757e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 145861 members 
Entering Unmasked Estep 
Score: -16787562.000000 Penalty: 3870.521240
	Iteration 45Q: 3 clusters Score -1.678756e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 145880 members 
Entering Unmasked Estep 
Score: -16787584.000000 Penalty: 3870.521240
	Iteration 46Q: 3 clusters Score -1.678758e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 145897 members 
Entering Unmasked Estep 
Score: -16787570.000000 Penalty: 3870.521240
	Iteration 47Q: 3 clusters Score -1.678757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 145910 members 
Entering Unmasked Estep 
Score: -16787578.000000 Penalty: 3870.521240
	Iteration 48Q: 3 clusters Score -1.678758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 145925 members 
Entering Unmasked Estep 
Score: -16787580.000000 Penalty: 3870.521240
	Iteration 49Q: 3 clusters Score -1.678758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 145939 members 
Entering Unmasked Estep 
Score: -16787576.000000 Penalty: 3870.521240
	Iteration 50Q: 3 clusters Score -1.678758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 145947 members 
Entering Unmasked Estep 
Score: -16787582.000000 Penalty: 3870.521240
	Iteration 51Q: 3 clusters Score -1.678758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 145956 members 
Entering Unmasked Estep 
Score: -16787588.000000 Penalty: 3870.521240
	Iteration 52Q: 3 clusters Score -1.678759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 145967 members 
Entering Unmasked Estep 
Score: -16787580.000000 Penalty: 3870.521240
	Iteration 53Q: 3 clusters Score -1.678758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 145975 members 
Entering Unmasked Estep 
Score: -16787588.000000 Penalty: 3870.521240
	Iteration 54Q: 3 clusters Score -1.678759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 145979 members 
Entering Unmasked Estep 
Score: -16787598.000000 Penalty: 3870.521240
	Iteration 55Q: 3 clusters Score -1.67876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 145983 members 
Entering Unmasked Estep 
Score: -16787600.000000 Penalty: 3870.521240
	Iteration 56Q: 3 clusters Score -1.67876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 145992 members 
Entering Unmasked Estep 
Score: -16787598.000000 Penalty: 3870.521240
	Iteration 57Q: 3 clusters Score -1.67876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 145999 members 
Entering Unmasked Estep 
Score: -16787620.000000 Penalty: 3870.521240
	Iteration 58Q: 3 clusters Score -1.678762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 146006 members 
Entering Unmasked Estep 
Score: -16787600.000000 Penalty: 3870.521240
	Iteration 59Q: 3 clusters Score -1.67876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 146011 members 
Entering Unmasked Estep 
Score: -16787614.000000 Penalty: 3870.521240
	Iteration 60F: 3 clusters Score -1.678761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 146016 members 
Entering Unmasked Estep 
Score: -16787616.000000 Penalty: 3870.521240
	Iteration 61Q: 3 clusters Score -1.678762e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 146026 members 
Entering Unmasked Estep 
Score: -16787610.000000 Penalty: 3870.521240
	Iteration 62Q: 3 clusters Score -1.678761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 146031 members 
Entering Unmasked Estep 
Score: -16787608.000000 Penalty: 3870.521240
	Iteration 63Q: 3 clusters Score -1.678761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 146041 members 
Entering Unmasked Estep 
Score: -16787596.000000 Penalty: 3870.521240
	Iteration 64Q: 3 clusters Score -1.67876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 146045 members 
Entering Unmasked Estep 
Score: -16787602.000000 Penalty: 3870.521240
	Iteration 65Q: 3 clusters Score -1.67876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 146047 members 
Entering Unmasked Estep 
Score: -16787594.000000 Penalty: 3870.521240
	Iteration 66Q: 3 clusters Score -1.678759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 146050 members 
Entering Unmasked Estep 
Score: -16787596.000000 Penalty: 3870.521240
	Iteration 67Q: 3 clusters Score -1.67876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 146052 members 
Entering Unmasked Estep 
Score: -16787598.000000 Penalty: 3870.521240
	Iteration 68Q: 3 clusters Score -1.67876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 146056 members 
Entering Unmasked Estep 
Score: -16787594.000000 Penalty: 3870.521240
	Iteration 69Q: 3 clusters Score -1.678759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 146061 members 
Entering Unmasked Estep 
Score: -16787594.000000 Penalty: 3870.521240
	Iteration 70Q: 3 clusters Score -1.678759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 146066 members 
Entering Unmasked Estep 
Score: -16787600.000000 Penalty: 3870.521240
	Iteration 71Q: 3 clusters Score -1.67876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 146071 members 
Entering Unmasked Estep 
Score: -16787588.000000 Penalty: 3870.521240
	Iteration 72Q: 3 clusters Score -1.678759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 146073 members 
Entering Unmasked Estep 
Score: -16787594.000000 Penalty: 3870.521240
	Iteration 73Q: 3 clusters Score -1.678759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 146074 members 
Entering Unmasked Estep 
Score: -16787588.000000 Penalty: 3870.521240
	Iteration 74Q: 3 clusters Score -1.678759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 146077 members 
Entering Unmasked Estep 
Score: -16787596.000000 Penalty: 3870.521240
	Iteration 75Q: 3 clusters Score -1.67876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 146076 members 
Entering Unmasked Estep 
Score: -16787590.000000 Penalty: 3870.521240
	Iteration 76Q: 3 clusters Score -1.678759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 146076 members 
Entering Unmasked Estep 
Score: -16787590.000000 Penalty: 3870.521240
	Iteration 77F: 3 clusters Score -1.678759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Entering Unmasked Estep 
Score: -4293991.500000 Penalty: 1717.288086
	Iteration 0F: 2 clusters Score -4293992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4267785.000000 Penalty: 3434.576172
	Iteration 0F: 3 clusters Score -4267785 nChanged 18170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -4278304.000000 Penalty: 3434.576172
	Iteration 1F: 3 clusters Score -4278304 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -4279140.500000 Penalty: 3434.576172
	Iteration 2F: 3 clusters Score -4279140 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -4280448.500000 Penalty: 3434.576172
	Iteration 3F: 3 clusters Score -4280448 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4282405.000000 Penalty: 3434.576172
	Iteration 4F: 3 clusters Score -4282405 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -4284975.500000 Penalty: 3434.576172
	Iteration 5F: 3 clusters Score -4284976 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -4287581.500000 Penalty: 3434.576172
	Iteration 6F: 3 clusters Score -4287582 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4289616.000000 Penalty: 3434.576172
	Iteration 7F: 3 clusters Score -4289616 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4290966.000000 Penalty: 3434.576172
	Iteration 8Q: 3 clusters Score -4290966 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4291747.000000 Penalty: 3434.576172
	Iteration 9Q: 3 clusters Score -4291747 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4292173.500000 Penalty: 3434.576172
	Iteration 10Q: 3 clusters Score -4292174 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4292367.000000 Penalty: 3434.576172
	Iteration 11Q: 3 clusters Score -4292367 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4292453.000000 Penalty: 3434.576172
	Iteration 12Q: 3 clusters Score -4292453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4292499.500000 Penalty: 3434.576172
	Iteration 13Q: 3 clusters Score -4292500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4292537.500000 Penalty: 3434.576172
	Iteration 14Q: 3 clusters Score -4292538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4292558.000000 Penalty: 3434.576172
	Iteration 15Q: 3 clusters Score -4292558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4292576.000000 Penalty: 3434.576172
	Iteration 16Q: 3 clusters Score -4292576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4292580.000000 Penalty: 3434.576172
	Iteration 17Q: 3 clusters Score -4292580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4292589.000000 Penalty: 3434.576172
	Iteration 18Q: 3 clusters Score -4292589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -4292593.000000 Penalty: 3434.576172
	Iteration 19Q: 3 clusters Score -4292593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -4292593.000000 Penalty: 3434.576172
	Iteration 20F: 3 clusters Score -4292593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -90993.734375 Penalty: 1105.929932
	Iteration 0F: 2 clusters Score -90993.73 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 470 members 
Entering Unmasked Estep 
Score: -89695.218750 Penalty: 2211.859863
	Iteration 0F: 3 clusters Score -89695.22 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89992.265625 Penalty: 2211.859863
	Iteration 1F: 3 clusters Score -89992.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -90096.476562 Penalty: 2211.859863
	Iteration 2F: 3 clusters Score -90096.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -90146.093750 Penalty: 2211.859863
	Iteration 3Q: 3 clusters Score -90146.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -90175.492188 Penalty: 2211.859863
	Iteration 4Q: 3 clusters Score -90175.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -90202.632812 Penalty: 2211.859863
	Iteration 5Q: 3 clusters Score -90202.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -90220.890625 Penalty: 2211.859863
	Iteration 6Q: 3 clusters Score -90220.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -90234.000000 Penalty: 2211.859863
	Iteration 7Q: 3 clusters Score -90234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -90246.492188 Penalty: 2211.859863
	Iteration 8Q: 3 clusters Score -90246.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -90251.242188 Penalty: 2211.859863
	Iteration 9Q: 3 clusters Score -90251.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -90254.796875 Penalty: 2211.859863
	Iteration 10Q: 3 clusters Score -90254.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -90261.835938 Penalty: 2211.859863
	Iteration 11Q: 3 clusters Score -90261.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90267.632812 Penalty: 2211.859863
	Iteration 12Q: 3 clusters Score -90267.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -90270.210938 Penalty: 2211.859863
	Iteration 13Q: 3 clusters Score -90270.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -90272.070312 Penalty: 2211.859863
	Iteration 14Q: 3 clusters Score -90272.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -90272.843750 Penalty: 2211.859863
	Iteration 15Q: 3 clusters Score -90272.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -90272.843750 Penalty: 2211.859863
	Iteration 16F: 3 clusters Score -90272.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Entering Unmasked Estep 
Score: -1719742.750000 Penalty: 1567.865234
	Iteration 0F: 2 clusters Score -1719743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1708922.750000 Penalty: 3135.730469
	Iteration 0F: 3 clusters Score -1708923 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1712598.250000 Penalty: 3135.730469
	Iteration 1F: 3 clusters Score -1712598 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1712816.375000 Penalty: 3135.730469
	Iteration 2Q: 3 clusters Score -1712816 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1712971.625000 Penalty: 3135.730469
	Iteration 3Q: 3 clusters Score -1712972 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1713097.375000 Penalty: 3135.730469
	Iteration 4Q: 3 clusters Score -1713097 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1713210.500000 Penalty: 3135.730469
	Iteration 5Q: 3 clusters Score -1713210 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1713310.625000 Penalty: 3135.730469
	Iteration 6Q: 3 clusters Score -1713311 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1713386.875000 Penalty: 3135.730469
	Iteration 7Q: 3 clusters Score -1713387 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1713447.500000 Penalty: 3135.730469
	Iteration 8Q: 3 clusters Score -1713448 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1713498.125000 Penalty: 3135.730469
	Iteration 9Q: 3 clusters Score -1713498 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1713546.500000 Penalty: 3135.730469
	Iteration 10Q: 3 clusters Score -1713546 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1713602.125000 Penalty: 3135.730469
	Iteration 11Q: 3 clusters Score -1713602 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1713625.625000 Penalty: 3135.730469
	Iteration 12Q: 3 clusters Score -1713626 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1713666.125000 Penalty: 3135.730469
	Iteration 13Q: 3 clusters Score -1713666 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1713697.500000 Penalty: 3135.730469
	Iteration 14Q: 3 clusters Score -1713698 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1713731.250000 Penalty: 3135.730469
	Iteration 15Q: 3 clusters Score -1713731 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1713768.375000 Penalty: 3135.730469
	Iteration 16Q: 3 clusters Score -1713768 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1713829.125000 Penalty: 3135.730469
	Iteration 17Q: 3 clusters Score -1713829 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1713914.750000 Penalty: 3135.730469
	Iteration 18Q: 3 clusters Score -1713915 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1714032.750000 Penalty: 3135.730469
	Iteration 19Q: 3 clusters Score -1714033 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1714190.500000 Penalty: 3135.730469
	Iteration 20F: 3 clusters Score -1714190 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1714446.750000 Penalty: 3135.730469
	Iteration 21Q: 3 clusters Score -1714447 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1714824.125000 Penalty: 3135.730469
	Iteration 22Q: 3 clusters Score -1714824 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1715202.250000 Penalty: 3135.730469
	Iteration 23Q: 3 clusters Score -1715202 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1715474.250000 Penalty: 3135.730469
	Iteration 24Q: 3 clusters Score -1715474 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1715623.250000 Penalty: 3135.730469
	Iteration 25Q: 3 clusters Score -1715623 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1715714.750000 Penalty: 3135.730469
	Iteration 26Q: 3 clusters Score -1715715 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1715769.500000 Penalty: 3135.730469
	Iteration 27Q: 3 clusters Score -1715770 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1715806.250000 Penalty: 3135.730469
	Iteration 28Q: 3 clusters Score -1715806 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1715846.375000 Penalty: 3135.730469
	Iteration 29Q: 3 clusters Score -1715846 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1715873.000000 Penalty: 3135.730469
	Iteration 30Q: 3 clusters Score -1715873 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1715906.875000 Penalty: 3135.730469
	Iteration 31Q: 3 clusters Score -1715907 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1715949.500000 Penalty: 3135.730469
	Iteration 32Q: 3 clusters Score -1715950 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1715985.375000 Penalty: 3135.730469
	Iteration 33Q: 3 clusters Score -1715985 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1716023.125000 Penalty: 3135.730469
	Iteration 34Q: 3 clusters Score -1716023 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1716069.000000 Penalty: 3135.730469
	Iteration 35Q: 3 clusters Score -1716069 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1716122.375000 Penalty: 3135.730469
	Iteration 36Q: 3 clusters Score -1716122 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1716178.875000 Penalty: 3135.730469
	Iteration 37Q: 3 clusters Score -1716179 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1716237.750000 Penalty: 3135.730469
	Iteration 38Q: 3 clusters Score -1716238 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1716299.625000 Penalty: 3135.730469
	Iteration 39Q: 3 clusters Score -1716300 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1716355.500000 Penalty: 3135.730469
	Iteration 40F: 3 clusters Score -1716356 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1716420.375000 Penalty: 3135.730469
	Iteration 41Q: 3 clusters Score -1716420 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1716486.125000 Penalty: 3135.730469
	Iteration 42Q: 3 clusters Score -1716486 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1716547.750000 Penalty: 3135.730469
	Iteration 43Q: 3 clusters Score -1716548 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1716606.625000 Penalty: 3135.730469
	Iteration 44Q: 3 clusters Score -1716607 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1716674.125000 Penalty: 3135.730469
	Iteration 45Q: 3 clusters Score -1716674 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1716760.625000 Penalty: 3135.730469
	Iteration 46Q: 3 clusters Score -1716761 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1716854.625000 Penalty: 3135.730469
	Iteration 47Q: 3 clusters Score -1716855 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1716947.250000 Penalty: 3135.730469
	Iteration 48Q: 3 clusters Score -1716947 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1717045.125000 Penalty: 3135.730469
	Iteration 49Q: 3 clusters Score -1717045 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1717173.750000 Penalty: 3135.730469
	Iteration 50Q: 3 clusters Score -1717174 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1717316.375000 Penalty: 3135.730469
	Iteration 51Q: 3 clusters Score -1717316 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1717465.250000 Penalty: 3135.730469
	Iteration 52Q: 3 clusters Score -1717465 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1717588.375000 Penalty: 3135.730469
	Iteration 53Q: 3 clusters Score -1717588 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1717702.375000 Penalty: 3135.730469
	Iteration 54Q: 3 clusters Score -1717702 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1717824.125000 Penalty: 3135.730469
	Iteration 55Q: 3 clusters Score -1717824 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1717956.750000 Penalty: 3135.730469
	Iteration 56Q: 3 clusters Score -1717957 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1718086.000000 Penalty: 3135.730469
	Iteration 57Q: 3 clusters Score -1718086 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1718166.875000 Penalty: 3135.730469
	Iteration 58Q: 3 clusters Score -1718167 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1718223.875000 Penalty: 3135.730469
	Iteration 59Q: 3 clusters Score -1718224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1718254.750000 Penalty: 3135.730469
	Iteration 60F: 3 clusters Score -1718255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1718289.750000 Penalty: 3135.730469
	Iteration 61Q: 3 clusters Score -1718290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1718307.500000 Penalty: 3135.730469
	Iteration 62Q: 3 clusters Score -1718308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1718320.375000 Penalty: 3135.730469
	Iteration 63Q: 3 clusters Score -1718320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1718334.000000 Penalty: 3135.730469
	Iteration 64Q: 3 clusters Score -1718334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1718339.750000 Penalty: 3135.730469
	Iteration 65Q: 3 clusters Score -1718340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1718343.250000 Penalty: 3135.730469
	Iteration 66Q: 3 clusters Score -1718343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1718344.625000 Penalty: 3135.730469
	Iteration 67Q: 3 clusters Score -1718345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1718344.625000 Penalty: 3135.730469
	Iteration 68F: 3 clusters Score -1718345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Entering Unmasked Estep 
Score: -427871.906250 Penalty: 1334.410156
	Iteration 0F: 2 clusters Score -427871.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -424683.062500 Penalty: 2668.820312
	Iteration 0F: 3 clusters Score -424683.1 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -425520.656250 Penalty: 2668.820312
	Iteration 1F: 3 clusters Score -425520.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -425668.125000 Penalty: 2668.820312
	Iteration 2F: 3 clusters Score -425668.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -425750.781250 Penalty: 2668.820312
	Iteration 3Q: 3 clusters Score -425750.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -425807.343750 Penalty: 2668.820312
	Iteration 4Q: 3 clusters Score -425807.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -425848.656250 Penalty: 2668.820312
	Iteration 5Q: 3 clusters Score -425848.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -425882.468750 Penalty: 2668.820312
	Iteration 6Q: 3 clusters Score -425882.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -425911.781250 Penalty: 2668.820312
	Iteration 7Q: 3 clusters Score -425911.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -425936.750000 Penalty: 2668.820312
	Iteration 8Q: 3 clusters Score -425936.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -425969.781250 Penalty: 2668.820312
	Iteration 9Q: 3 clusters Score -425969.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -426005.406250 Penalty: 2668.820312
	Iteration 10Q: 3 clusters Score -426005.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -426035.000000 Penalty: 2668.820312
	Iteration 11Q: 3 clusters Score -426035 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -426059.218750 Penalty: 2668.820312
	Iteration 12Q: 3 clusters Score -426059.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -426086.937500 Penalty: 2668.820312
	Iteration 13Q: 3 clusters Score -426086.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -426112.562500 Penalty: 2668.820312
	Iteration 14Q: 3 clusters Score -426112.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -426141.781250 Penalty: 2668.820312
	Iteration 15Q: 3 clusters Score -426141.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -426171.281250 Penalty: 2668.820312
	Iteration 16Q: 3 clusters Score -426171.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -426202.468750 Penalty: 2668.820312
	Iteration 17Q: 3 clusters Score -426202.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -426242.187500 Penalty: 2668.820312
	Iteration 18Q: 3 clusters Score -426242.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -426292.968750 Penalty: 2668.820312
	Iteration 19Q: 3 clusters Score -426293 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -426353.937500 Penalty: 2668.820312
	Iteration 20F: 3 clusters Score -426353.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -426409.531250 Penalty: 2668.820312
	Iteration 21Q: 3 clusters Score -426409.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -426474.187500 Penalty: 2668.820312
	Iteration 22Q: 3 clusters Score -426474.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -426531.656250 Penalty: 2668.820312
	Iteration 23Q: 3 clusters Score -426531.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -426572.406250 Penalty: 2668.820312
	Iteration 24Q: 3 clusters Score -426572.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -426610.562500 Penalty: 2668.820312
	Iteration 25Q: 3 clusters Score -426610.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -426633.812500 Penalty: 2668.820312
	Iteration 26Q: 3 clusters Score -426633.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -426652.125000 Penalty: 2668.820312
	Iteration 27Q: 3 clusters Score -426652.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -426670.437500 Penalty: 2668.820312
	Iteration 28Q: 3 clusters Score -426670.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -426688.218750 Penalty: 2668.820312
	Iteration 29Q: 3 clusters Score -426688.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -426705.500000 Penalty: 2668.820312
	Iteration 30Q: 3 clusters Score -426705.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -426718.718750 Penalty: 2668.820312
	Iteration 31Q: 3 clusters Score -426718.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -426727.343750 Penalty: 2668.820312
	Iteration 32Q: 3 clusters Score -426727.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -426731.562500 Penalty: 2668.820312
	Iteration 33Q: 3 clusters Score -426731.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -426736.281250 Penalty: 2668.820312
	Iteration 34Q: 3 clusters Score -426736.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -426742.875000 Penalty: 2668.820312
	Iteration 35Q: 3 clusters Score -426742.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -426749.968750 Penalty: 2668.820312
	Iteration 36Q: 3 clusters Score -426750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -426750.531250 Penalty: 2668.820312
	Iteration 37Q: 3 clusters Score -426750.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -426750.531250 Penalty: 2668.820312
	Iteration 38F: 3 clusters Score -426750.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91086 members 
Entering Unmasked Estep 
Score: -10512325.000000 Penalty: 1855.678467
	Iteration 0F: 2 clusters Score -1.051232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -10452694.000000 Penalty: 3711.356934
	Iteration 0F: 3 clusters Score -1.045269e+07 nChanged 43452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -10477646.000000 Penalty: 3711.356934
	Iteration 1F: 3 clusters Score -1.047765e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -10478360.000000 Penalty: 3711.356934
	Iteration 2Q: 3 clusters Score -1.047836e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -10479312.000000 Penalty: 3711.356934
	Iteration 3Q: 3 clusters Score -1.047931e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -10480723.000000 Penalty: 3711.356934
	Iteration 4Q: 3 clusters Score -1.048072e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -10482990.000000 Penalty: 3711.356934
	Iteration 5Q: 3 clusters Score -1.048299e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -10486527.000000 Penalty: 3711.356934
	Iteration 6F: 3 clusters Score -1.048653e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -10491424.000000 Penalty: 3711.356934
	Iteration 7F: 3 clusters Score -1.049142e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -10496671.000000 Penalty: 3711.356934
	Iteration 8F: 3 clusters Score -1.049667e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -10500750.000000 Penalty: 3711.356934
	Iteration 9F: 3 clusters Score -1.050075e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -10503323.000000 Penalty: 3711.356934
	Iteration 10Q: 3 clusters Score -1.050332e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -10504931.000000 Penalty: 3711.356934
	Iteration 11Q: 3 clusters Score -1.050493e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 81956 members 
Entering Unmasked Estep 
Score: -10506175.000000 Penalty: 3711.356934
	Iteration 12Q: 3 clusters Score -1.050618e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 83774 members 
Entering Unmasked Estep 
Score: -10507283.000000 Penalty: 3711.356934
	Iteration 13Q: 3 clusters Score -1.050728e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 85332 members 
Entering Unmasked Estep 
Score: -10508199.000000 Penalty: 3711.356934
	Iteration 14Q: 3 clusters Score -1.05082e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -10508975.000000 Penalty: 3711.356934
	Iteration 15Q: 3 clusters Score -1.050898e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 87644 members 
Entering Unmasked Estep 
Score: -10509513.000000 Penalty: 3711.356934
	Iteration 16Q: 3 clusters Score -1.050951e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -10509938.000000 Penalty: 3711.356934
	Iteration 17Q: 3 clusters Score -1.050994e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -10510251.000000 Penalty: 3711.356934
	Iteration 18Q: 3 clusters Score -1.051025e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -10510426.000000 Penalty: 3711.356934
	Iteration 19Q: 3 clusters Score -1.051043e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 89689 members 
Entering Unmasked Estep 
Score: -10510587.000000 Penalty: 3711.356934
	Iteration 20F: 3 clusters Score -1.051059e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -10510657.000000 Penalty: 3711.356934
	Iteration 21Q: 3 clusters Score -1.051066e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 90026 members 
Entering Unmasked Estep 
Score: -10510721.000000 Penalty: 3711.356934
	Iteration 22Q: 3 clusters Score -1.051072e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 90122 members 
Entering Unmasked Estep 
Score: -10510786.000000 Penalty: 3711.356934
	Iteration 23Q: 3 clusters Score -1.051079e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 90209 members 
Entering Unmasked Estep 
Score: -10510829.000000 Penalty: 3711.356934
	Iteration 24Q: 3 clusters Score -1.051083e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -10510869.000000 Penalty: 3711.356934
	Iteration 25Q: 3 clusters Score -1.051087e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 90316 members 
Entering Unmasked Estep 
Score: -10510911.000000 Penalty: 3711.356934
	Iteration 26Q: 3 clusters Score -1.051091e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 90358 members 
Entering Unmasked Estep 
Score: -10510922.000000 Penalty: 3711.356934
	Iteration 27Q: 3 clusters Score -1.051092e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 90378 members 
Entering Unmasked Estep 
Score: -10510945.000000 Penalty: 3711.356934
	Iteration 28Q: 3 clusters Score -1.051094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 90394 members 
Entering Unmasked Estep 
Score: -10510963.000000 Penalty: 3711.356934
	Iteration 29Q: 3 clusters Score -1.051096e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 90412 members 
Entering Unmasked Estep 
Score: -10510975.000000 Penalty: 3711.356934
	Iteration 30Q: 3 clusters Score -1.051098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -10510977.000000 Penalty: 3711.356934
	Iteration 31Q: 3 clusters Score -1.051098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -10510986.000000 Penalty: 3711.356934
	Iteration 32Q: 3 clusters Score -1.051099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 90443 members 
Entering Unmasked Estep 
Score: -10510987.000000 Penalty: 3711.356934
	Iteration 33Q: 3 clusters Score -1.051099e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 90454 members 
Entering Unmasked Estep 
Score: -10510980.000000 Penalty: 3711.356934
	Iteration 34Q: 3 clusters Score -1.051098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -10511000.000000 Penalty: 3711.356934
	Iteration 35Q: 3 clusters Score -1.0511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -10510991.000000 Penalty: 3711.356934
	Iteration 36Q: 3 clusters Score -1.051099e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 90491 members 
Entering Unmasked Estep 
Score: -10510999.000000 Penalty: 3711.356934
	Iteration 37Q: 3 clusters Score -1.0511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 90496 members 
Entering Unmasked Estep 
Score: -10511002.000000 Penalty: 3711.356934
	Iteration 38Q: 3 clusters Score -1.0511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 90502 members 
Entering Unmasked Estep 
Score: -10511003.000000 Penalty: 3711.356934
	Iteration 39Q: 3 clusters Score -1.0511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 90503 members 
Entering Unmasked Estep 
Score: -10511013.000000 Penalty: 3711.356934
	Iteration 40F: 3 clusters Score -1.051101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 90504 members 
Entering Unmasked Estep 
Score: -10511012.000000 Penalty: 3711.356934
	Iteration 41Q: 3 clusters Score -1.051101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 90508 members 
Entering Unmasked Estep 
Score: -10511010.000000 Penalty: 3711.356934
	Iteration 42Q: 3 clusters Score -1.051101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 90513 members 
Entering Unmasked Estep 
Score: -10511008.000000 Penalty: 3711.356934
	Iteration 43Q: 3 clusters Score -1.051101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 90514 members 
Entering Unmasked Estep 
Score: -10511010.000000 Penalty: 3711.356934
	Iteration 44Q: 3 clusters Score -1.051101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 90518 members 
Entering Unmasked Estep 
Score: -10511013.000000 Penalty: 3711.356934
	Iteration 45Q: 3 clusters Score -1.051101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -10511020.000000 Penalty: 3711.356934
	Iteration 46Q: 3 clusters Score -1.051102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 90520 members 
Entering Unmasked Estep 
Score: -10511021.000000 Penalty: 3711.356934
	Iteration 47Q: 3 clusters Score -1.051102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 90520 members 
Entering Unmasked Estep 
Score: -10511021.000000 Penalty: 3711.356934
	Iteration 48F: 3 clusters Score -1.051102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Entering Unmasked Estep 
Score: -1700425.125000 Penalty: 1558.387573
	Iteration 0F: 2 clusters Score -1700425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1690266.625000 Penalty: 3116.775146
	Iteration 0F: 3 clusters Score -1690267 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1693706.250000 Penalty: 3116.775146
	Iteration 1F: 3 clusters Score -1693706 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1693939.500000 Penalty: 3116.775146
	Iteration 2Q: 3 clusters Score -1693940 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1694104.875000 Penalty: 3116.775146
	Iteration 3Q: 3 clusters Score -1694105 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1694236.125000 Penalty: 3116.775146
	Iteration 4Q: 3 clusters Score -1694236 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1694348.625000 Penalty: 3116.775146
	Iteration 5Q: 3 clusters Score -1694349 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1694445.375000 Penalty: 3116.775146
	Iteration 6Q: 3 clusters Score -1694445 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1694529.625000 Penalty: 3116.775146
	Iteration 7Q: 3 clusters Score -1694530 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1694615.125000 Penalty: 3116.775146
	Iteration 8Q: 3 clusters Score -1694615 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1694734.875000 Penalty: 3116.775146
	Iteration 9Q: 3 clusters Score -1694735 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1694876.750000 Penalty: 3116.775146
	Iteration 10Q: 3 clusters Score -1694877 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1695073.000000 Penalty: 3116.775146
	Iteration 11Q: 3 clusters Score -1695073 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1695377.625000 Penalty: 3116.775146
	Iteration 12Q: 3 clusters Score -1695378 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1695824.000000 Penalty: 3116.775146
	Iteration 13Q: 3 clusters Score -1695824 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1696368.000000 Penalty: 3116.775146
	Iteration 14F: 3 clusters Score -1696368 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1697034.125000 Penalty: 3116.775146
	Iteration 15F: 3 clusters Score -1697034 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1697644.500000 Penalty: 3116.775146
	Iteration 16Q: 3 clusters Score -1697644 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1698166.625000 Penalty: 3116.775146
	Iteration 17Q: 3 clusters Score -1698167 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1698526.125000 Penalty: 3116.775146
	Iteration 18Q: 3 clusters Score -1698526 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1698761.000000 Penalty: 3116.775146
	Iteration 19Q: 3 clusters Score -1698761 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1698879.250000 Penalty: 3116.775146
	Iteration 20F: 3 clusters Score -1698879 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1698937.375000 Penalty: 3116.775146
	Iteration 21Q: 3 clusters Score -1698937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1698971.250000 Penalty: 3116.775146
	Iteration 22Q: 3 clusters Score -1698971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1698998.375000 Penalty: 3116.775146
	Iteration 23Q: 3 clusters Score -1698998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1699013.125000 Penalty: 3116.775146
	Iteration 24Q: 3 clusters Score -1699013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1699028.375000 Penalty: 3116.775146
	Iteration 25Q: 3 clusters Score -1699028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1699045.875000 Penalty: 3116.775146
	Iteration 26Q: 3 clusters Score -1699046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1699058.125000 Penalty: 3116.775146
	Iteration 27Q: 3 clusters Score -1699058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1699062.875000 Penalty: 3116.775146
	Iteration 28Q: 3 clusters Score -1699063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1699073.875000 Penalty: 3116.775146
	Iteration 29Q: 3 clusters Score -1699074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1699078.000000 Penalty: 3116.775146
	Iteration 30Q: 3 clusters Score -1699078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1699085.250000 Penalty: 3116.775146
	Iteration 31Q: 3 clusters Score -1699085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1699099.375000 Penalty: 3116.775146
	Iteration 32Q: 3 clusters Score -1699099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1699102.875000 Penalty: 3116.775146
	Iteration 33Q: 3 clusters Score -1699103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1699104.750000 Penalty: 3116.775146
	Iteration 34Q: 3 clusters Score -1699105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1699104.750000 Penalty: 3116.775146
	Iteration 35F: 3 clusters Score -1699105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -43604.417969 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -43604.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42690.082031 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -42690.08 nChanged 113
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: -42891.261719 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -42891.26 nChanged 27
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: -42956.011719 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -42956.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42998.144531 Penalty: 1974.487427
	Iteration 3Q: 3 clusters Score -42998.14 nChanged 11
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: -43023.304688 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -43023.3 nChanged 16
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: -43061.507812 Penalty: 1974.487427
	Iteration 5Q: 3 clusters Score -43061.51 nChanged 7
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: -43078.890625 Penalty: 1974.487427
	Iteration 6Q: 3 clusters Score -43078.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43099.492188 Penalty: 1974.487427
	Iteration 7Q: 3 clusters Score -43099.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43105.085938 Penalty: 1974.487427
	Iteration 8Q: 3 clusters Score -43105.09 nChanged 3
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: -43109.875000 Penalty: 1974.487427
	Iteration 9Q: 3 clusters Score -43109.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43113.296875 Penalty: 1974.487427
	Iteration 10Q: 3 clusters Score -43113.3 nChanged 1
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: -43115.562500 Penalty: 1974.487427
	Iteration 11Q: 3 clusters Score -43115.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43117.863281 Penalty: 1974.487427
	Iteration 12Q: 3 clusters Score -43117.86 nChanged 1
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: -43119.000000 Penalty: 1974.487427
	Iteration 13Q: 3 clusters Score -43119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43121.863281 Penalty: 1974.487427
	Iteration 14Q: 3 clusters Score -43121.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43122.660156 Penalty: 1974.487427
	Iteration 15Q: 3 clusters Score -43122.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43122.660156 Penalty: 1974.487427
	Iteration 16F: 3 clusters Score -43122.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Entering Unmasked Estep 
Score: -1813912.125000 Penalty: 1569.586304
	Iteration 0F: 2 clusters Score -1813912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1803157.500000 Penalty: 3139.172607
	Iteration 0F: 3 clusters Score -1803158 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1806879.125000 Penalty: 3139.172607
	Iteration 1F: 3 clusters Score -1806879 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1807221.875000 Penalty: 3139.172607
	Iteration 2F: 3 clusters Score -1807222 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1807524.500000 Penalty: 3139.172607
	Iteration 3Q: 3 clusters Score -1807524 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1807829.125000 Penalty: 3139.172607
	Iteration 4Q: 3 clusters Score -1807829 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1808215.125000 Penalty: 3139.172607
	Iteration 5Q: 3 clusters Score -1808215 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1808660.500000 Penalty: 3139.172607
	Iteration 6F: 3 clusters Score -1808660 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1809263.875000 Penalty: 3139.172607
	Iteration 7F: 3 clusters Score -1809264 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1810004.125000 Penalty: 3139.172607
	Iteration 8F: 3 clusters Score -1810004 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1810737.000000 Penalty: 3139.172607
	Iteration 9F: 3 clusters Score -1810737 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1811305.875000 Penalty: 3139.172607
	Iteration 10Q: 3 clusters Score -1811306 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1811662.125000 Penalty: 3139.172607
	Iteration 11Q: 3 clusters Score -1811662 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1811826.250000 Penalty: 3139.172607
	Iteration 12Q: 3 clusters Score -1811826 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1811935.625000 Penalty: 3139.172607
	Iteration 13Q: 3 clusters Score -1811936 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1812026.125000 Penalty: 3139.172607
	Iteration 14Q: 3 clusters Score -1812026 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1812116.375000 Penalty: 3139.172607
	Iteration 15Q: 3 clusters Score -1812116 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1812182.250000 Penalty: 3139.172607
	Iteration 16Q: 3 clusters Score -1812182 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1812249.125000 Penalty: 3139.172607
	Iteration 17Q: 3 clusters Score -1812249 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1812295.000000 Penalty: 3139.172607
	Iteration 18Q: 3 clusters Score -1812295 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1812335.125000 Penalty: 3139.172607
	Iteration 19Q: 3 clusters Score -1812335 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1812367.625000 Penalty: 3139.172607
	Iteration 20F: 3 clusters Score -1812368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1812404.375000 Penalty: 3139.172607
	Iteration 21Q: 3 clusters Score -1812404 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1812441.625000 Penalty: 3139.172607
	Iteration 22Q: 3 clusters Score -1812442 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1812472.750000 Penalty: 3139.172607
	Iteration 23Q: 3 clusters Score -1812473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1812491.625000 Penalty: 3139.172607
	Iteration 24Q: 3 clusters Score -1812492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1812508.625000 Penalty: 3139.172607
	Iteration 25Q: 3 clusters Score -1812509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1812516.875000 Penalty: 3139.172607
	Iteration 26Q: 3 clusters Score -1812517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1812522.750000 Penalty: 3139.172607
	Iteration 27Q: 3 clusters Score -1812523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1812523.500000 Penalty: 3139.172607
	Iteration 28Q: 3 clusters Score -1812524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1812531.750000 Penalty: 3139.172607
	Iteration 29Q: 3 clusters Score -1812532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1812539.125000 Penalty: 3139.172607
	Iteration 30Q: 3 clusters Score -1812539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1812541.250000 Penalty: 3139.172607
	Iteration 31Q: 3 clusters Score -1812541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1812545.000000 Penalty: 3139.172607
	Iteration 32Q: 3 clusters Score -1812545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1812544.750000 Penalty: 3139.172607
	Iteration 33Q: 3 clusters Score -1812545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1812548.875000 Penalty: 3139.172607
	Iteration 34Q: 3 clusters Score -1812549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1812549.250000 Penalty: 3139.172607
	Iteration 35Q: 3 clusters Score -1812549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1812545.750000 Penalty: 3139.172607
	Iteration 36Q: 3 clusters Score -1812546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1812549.750000 Penalty: 3139.172607
	Iteration 37Q: 3 clusters Score -1812550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1812552.375000 Penalty: 3139.172607
	Iteration 38Q: 3 clusters Score -1812552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1812549.625000 Penalty: 3139.172607
	Iteration 39Q: 3 clusters Score -1812550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1812549.875000 Penalty: 3139.172607
	Iteration 40F: 3 clusters Score -1812550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1812551.875000 Penalty: 3139.172607
	Iteration 41Q: 3 clusters Score -1812552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1812552.000000 Penalty: 3139.172607
	Iteration 42Q: 3 clusters Score -1812552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1812552.875000 Penalty: 3139.172607
	Iteration 43Q: 3 clusters Score -1812553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1812557.000000 Penalty: 3139.172607
	Iteration 44Q: 3 clusters Score -1812557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1812559.375000 Penalty: 3139.172607
	Iteration 45Q: 3 clusters Score -1812559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1812557.750000 Penalty: 3139.172607
	Iteration 46Q: 3 clusters Score -1812558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1812559.750000 Penalty: 3139.172607
	Iteration 47Q: 3 clusters Score -1812560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1812563.375000 Penalty: 3139.172607
	Iteration 48Q: 3 clusters Score -1812563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1812561.250000 Penalty: 3139.172607
	Iteration 49Q: 3 clusters Score -1812561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1812563.750000 Penalty: 3139.172607
	Iteration 50Q: 3 clusters Score -1812564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1812565.250000 Penalty: 3139.172607
	Iteration 51Q: 3 clusters Score -1812565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1812569.625000 Penalty: 3139.172607
	Iteration 52Q: 3 clusters Score -1812570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1812570.750000 Penalty: 3139.172607
	Iteration 53Q: 3 clusters Score -1812571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1812573.625000 Penalty: 3139.172607
	Iteration 54Q: 3 clusters Score -1812574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1812576.750000 Penalty: 3139.172607
	Iteration 55Q: 3 clusters Score -1812577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1812577.375000 Penalty: 3139.172607
	Iteration 56Q: 3 clusters Score -1812577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1812579.625000 Penalty: 3139.172607
	Iteration 57Q: 3 clusters Score -1812580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1812578.625000 Penalty: 3139.172607
	Iteration 58Q: 3 clusters Score -1812579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1812578.375000 Penalty: 3139.172607
	Iteration 59Q: 3 clusters Score -1812578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1812578.375000 Penalty: 3139.172607
	Iteration 60F: 3 clusters Score -1812578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1812578.125000 Penalty: 3139.172607
	Iteration 61Q: 3 clusters Score -1812578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1812578.125000 Penalty: 3139.172607
	Iteration 62F: 3 clusters Score -1812578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Entering Unmasked Estep 
Score: -417071.375000 Penalty: 1334.056763
	Iteration 0F: 2 clusters Score -417071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -413970.562500 Penalty: 2668.113525
	Iteration 0F: 3 clusters Score -413970.6 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -414776.843750 Penalty: 2668.113525
	Iteration 1F: 3 clusters Score -414776.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -414939.968750 Penalty: 2668.113525
	Iteration 2F: 3 clusters Score -414940 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -415049.125000 Penalty: 2668.113525
	Iteration 3F: 3 clusters Score -415049.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -415112.281250 Penalty: 2668.113525
	Iteration 4Q: 3 clusters Score -415112.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -415165.812500 Penalty: 2668.113525
	Iteration 5Q: 3 clusters Score -415165.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -415227.937500 Penalty: 2668.113525
	Iteration 6Q: 3 clusters Score -415227.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -415287.687500 Penalty: 2668.113525
	Iteration 7Q: 3 clusters Score -415287.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -415328.093750 Penalty: 2668.113525
	Iteration 8Q: 3 clusters Score -415328.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -415353.875000 Penalty: 2668.113525
	Iteration 9Q: 3 clusters Score -415353.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -415372.468750 Penalty: 2668.113525
	Iteration 10Q: 3 clusters Score -415372.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -415393.750000 Penalty: 2668.113525
	Iteration 11Q: 3 clusters Score -415393.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -415413.468750 Penalty: 2668.113525
	Iteration 12Q: 3 clusters Score -415413.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -415443.593750 Penalty: 2668.113525
	Iteration 13Q: 3 clusters Score -415443.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -415471.562500 Penalty: 2668.113525
	Iteration 14Q: 3 clusters Score -415471.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -415495.906250 Penalty: 2668.113525
	Iteration 15Q: 3 clusters Score -415495.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -415518.218750 Penalty: 2668.113525
	Iteration 16Q: 3 clusters Score -415518.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -415530.812500 Penalty: 2668.113525
	Iteration 17Q: 3 clusters Score -415530.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -415541.250000 Penalty: 2668.113525
	Iteration 18Q: 3 clusters Score -415541.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -415546.781250 Penalty: 2668.113525
	Iteration 19Q: 3 clusters Score -415546.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -415551.468750 Penalty: 2668.113525
	Iteration 20F: 3 clusters Score -415551.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -415554.968750 Penalty: 2668.113525
	Iteration 21Q: 3 clusters Score -415555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -415560.187500 Penalty: 2668.113525
	Iteration 22Q: 3 clusters Score -415560.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -415565.093750 Penalty: 2668.113525
	Iteration 23Q: 3 clusters Score -415565.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -415571.343750 Penalty: 2668.113525
	Iteration 24Q: 3 clusters Score -415571.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -415575.312500 Penalty: 2668.113525
	Iteration 25Q: 3 clusters Score -415575.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -415584.718750 Penalty: 2668.113525
	Iteration 26Q: 3 clusters Score -415584.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -415591.562500 Penalty: 2668.113525
	Iteration 27Q: 3 clusters Score -415591.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -415598.062500 Penalty: 2668.113525
	Iteration 28Q: 3 clusters Score -415598.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -415602.968750 Penalty: 2668.113525
	Iteration 29Q: 3 clusters Score -415603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -415609.625000 Penalty: 2668.113525
	Iteration 30Q: 3 clusters Score -415609.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -415612.281250 Penalty: 2668.113525
	Iteration 31Q: 3 clusters Score -415612.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -415614.468750 Penalty: 2668.113525
	Iteration 32Q: 3 clusters Score -415614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -415614.781250 Penalty: 2668.113525
	Iteration 33Q: 3 clusters Score -415614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -415616.437500 Penalty: 2668.113525
	Iteration 34Q: 3 clusters Score -415616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -415616.812500 Penalty: 2668.113525
	Iteration 35Q: 3 clusters Score -415616.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -415617.625000 Penalty: 2668.113525
	Iteration 36Q: 3 clusters Score -415617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -415619.218750 Penalty: 2668.113525
	Iteration 37Q: 3 clusters Score -415619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -415619.625000 Penalty: 2668.113525
	Iteration 38Q: 3 clusters Score -415619.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -415620.000000 Penalty: 2668.113525
	Iteration 39Q: 3 clusters Score -415620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -415620.562500 Penalty: 2668.113525
	Iteration 40F: 3 clusters Score -415620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -415621.093750 Penalty: 2668.113525
	Iteration 41Q: 3 clusters Score -415621.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -415621.093750 Penalty: 2668.113525
	Iteration 42F: 3 clusters Score -415621.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (147515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147515 members 
Entering Unmasked Estep 
Score: -16731681.000000 Penalty: 1934.023804
	Iteration 0F: 2 clusters Score -1.673168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 73546 members 
Entering Unmasked Estep 
Score: -16635270.000000 Penalty: 3868.047607
	Iteration 0F: 3 clusters Score -1.663527e+07 nChanged 70837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78332 members 
Mstep: Class 2 contains 69183 members 
Entering Unmasked Estep 
Score: -16676213.000000 Penalty: 3868.047607
	Iteration 1F: 3 clusters Score -1.667621e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80690 members 
Mstep: Class 2 contains 66825 members 
Entering Unmasked Estep 
Score: -16676933.000000 Penalty: 3868.047607
	Iteration 2Q: 3 clusters Score -1.667693e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84237 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -16678135.000000 Penalty: 3868.047607
	Iteration 3Q: 3 clusters Score -1.667814e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89627 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -16680429.000000 Penalty: 3868.047607
	Iteration 4Q: 3 clusters Score -1.668043e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97668 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -16684628.000000 Penalty: 3868.047607
	Iteration 5F: 3 clusters Score -1.668463e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109094 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -16692853.000000 Penalty: 3868.047607
	Iteration 6F: 3 clusters Score -1.669285e+07 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123058 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -16705188.000000 Penalty: 3868.047607
	Iteration 7F: 3 clusters Score -1.670519e+07 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136087 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -16718276.000000 Penalty: 3868.047607
	Iteration 8F: 3 clusters Score -1.671828e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143941 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -16726361.000000 Penalty: 3868.047607
	Iteration 9F: 3 clusters Score -1.672636e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146782 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -16729198.000000 Penalty: 3868.047607
	Iteration 10Q: 3 clusters Score -1.67292e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147348 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16729734.000000 Penalty: 3868.047607
	Iteration 11Q: 3 clusters Score -1.672973e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147412 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16729835.000000 Penalty: 3868.047607
	Iteration 12Q: 3 clusters Score -1.672984e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147428 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16729869.000000 Penalty: 3868.047607
	Iteration 13Q: 3 clusters Score -1.672987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147433 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16729881.000000 Penalty: 3868.047607
	Iteration 14Q: 3 clusters Score -1.672988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147435 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16729904.000000 Penalty: 3868.047607
	Iteration 15Q: 3 clusters Score -1.67299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147434 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16729900.000000 Penalty: 3868.047607
	Iteration 16Q: 3 clusters Score -1.67299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147434 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16729900.000000 Penalty: 3868.047607
	Iteration 17F: 3 clusters Score -1.67299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Entering Unmasked Estep 
Score: -349491.218750 Penalty: 1301.791382
	Iteration 0F: 2 clusters Score -349491.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -346750.125000 Penalty: 2603.582764
	Iteration 0F: 3 clusters Score -346750.1 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -347357.531250 Penalty: 2603.582764
	Iteration 1F: 3 clusters Score -347357.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -347498.875000 Penalty: 2603.582764
	Iteration 2F: 3 clusters Score -347498.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -347589.375000 Penalty: 2603.582764
	Iteration 3F: 3 clusters Score -347589.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -347634.812500 Penalty: 2603.582764
	Iteration 4Q: 3 clusters Score -347634.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -347663.062500 Penalty: 2603.582764
	Iteration 5Q: 3 clusters Score -347663.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -347681.593750 Penalty: 2603.582764
	Iteration 6Q: 3 clusters Score -347681.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -347695.875000 Penalty: 2603.582764
	Iteration 7Q: 3 clusters Score -347695.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -347703.750000 Penalty: 2603.582764
	Iteration 8Q: 3 clusters Score -347703.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -347710.687500 Penalty: 2603.582764
	Iteration 9Q: 3 clusters Score -347710.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -347718.937500 Penalty: 2603.582764
	Iteration 10Q: 3 clusters Score -347718.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -347725.656250 Penalty: 2603.582764
	Iteration 11Q: 3 clusters Score -347725.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -347732.562500 Penalty: 2603.582764
	Iteration 12Q: 3 clusters Score -347732.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -347740.906250 Penalty: 2603.582764
	Iteration 13Q: 3 clusters Score -347740.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -347747.750000 Penalty: 2603.582764
	Iteration 14Q: 3 clusters Score -347747.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -347758.062500 Penalty: 2603.582764
	Iteration 15Q: 3 clusters Score -347758.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -347767.906250 Penalty: 2603.582764
	Iteration 16Q: 3 clusters Score -347767.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -347773.968750 Penalty: 2603.582764
	Iteration 17Q: 3 clusters Score -347774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -347778.218750 Penalty: 2603.582764
	Iteration 18Q: 3 clusters Score -347778.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -347782.843750 Penalty: 2603.582764
	Iteration 19Q: 3 clusters Score -347782.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -347786.656250 Penalty: 2603.582764
	Iteration 20F: 3 clusters Score -347786.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -347791.000000 Penalty: 2603.582764
	Iteration 21Q: 3 clusters Score -347791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -347796.781250 Penalty: 2603.582764
	Iteration 22Q: 3 clusters Score -347796.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -347801.281250 Penalty: 2603.582764
	Iteration 23Q: 3 clusters Score -347801.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -347805.468750 Penalty: 2603.582764
	Iteration 24Q: 3 clusters Score -347805.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -347807.875000 Penalty: 2603.582764
	Iteration 25Q: 3 clusters Score -347807.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -347812.187500 Penalty: 2603.582764
	Iteration 26Q: 3 clusters Score -347812.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -347817.625000 Penalty: 2603.582764
	Iteration 27Q: 3 clusters Score -347817.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -347821.937500 Penalty: 2603.582764
	Iteration 28Q: 3 clusters Score -347821.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -347827.250000 Penalty: 2603.582764
	Iteration 29Q: 3 clusters Score -347827.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -347827.906250 Penalty: 2603.582764
	Iteration 30Q: 3 clusters Score -347827.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -347828.125000 Penalty: 2603.582764
	Iteration 31Q: 3 clusters Score -347828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -347830.031250 Penalty: 2603.582764
	Iteration 32Q: 3 clusters Score -347830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -347831.250000 Penalty: 2603.582764
	Iteration 33Q: 3 clusters Score -347831.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -347831.406250 Penalty: 2603.582764
	Iteration 34Q: 3 clusters Score -347831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -347831.906250 Penalty: 2603.582764
	Iteration 35Q: 3 clusters Score -347831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -347833.656250 Penalty: 2603.582764
	Iteration 36Q: 3 clusters Score -347833.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -347834.062500 Penalty: 2603.582764
	Iteration 37Q: 3 clusters Score -347834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -347833.906250 Penalty: 2603.582764
	Iteration 38Q: 3 clusters Score -347833.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -347834.031250 Penalty: 2603.582764
	Iteration 39Q: 3 clusters Score -347834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -347834.562500 Penalty: 2603.582764
	Iteration 40F: 3 clusters Score -347834.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -347834.187500 Penalty: 2603.582764
	Iteration 41Q: 3 clusters Score -347834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -347834.781250 Penalty: 2603.582764
	Iteration 42Q: 3 clusters Score -347834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -347834.812500 Penalty: 2603.582764
	Iteration 43Q: 3 clusters Score -347834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -347834.812500 Penalty: 2603.582764
	Iteration 44F: 3 clusters Score -347834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (123091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123091 members 
Entering Unmasked Estep 
Score: -14309002.000000 Penalty: 1904.610352
	Iteration 0F: 2 clusters Score -1.4309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -14231708.000000 Penalty: 3809.220703
	Iteration 0F: 3 clusters Score -1.423171e+07 nChanged 59283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -14265501.000000 Penalty: 3809.220703
	Iteration 1F: 3 clusters Score -1.42655e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -14266203.000000 Penalty: 3809.220703
	Iteration 2Q: 3 clusters Score -1.42662e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -14267037.000000 Penalty: 3809.220703
	Iteration 3Q: 3 clusters Score -1.426704e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67469 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -14268204.000000 Penalty: 3809.220703
	Iteration 4Q: 3 clusters Score -1.42682e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -14270030.000000 Penalty: 3809.220703
	Iteration 5Q: 3 clusters Score -1.427003e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -14273144.000000 Penalty: 3809.220703
	Iteration 6Q: 3 clusters Score -1.427314e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80752 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -14277658.000000 Penalty: 3809.220703
	Iteration 7F: 3 clusters Score -1.427766e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -14283389.000000 Penalty: 3809.220703
	Iteration 8F: 3 clusters Score -1.428339e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91714 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -14289521.000000 Penalty: 3809.220703
	Iteration 9F: 3 clusters Score -1.428952e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95369 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -14294892.000000 Penalty: 3809.220703
	Iteration 10F: 3 clusters Score -1.429489e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -14298567.000000 Penalty: 3809.220703
	Iteration 11Q: 3 clusters Score -1.429857e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98073 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -14300670.000000 Penalty: 3809.220703
	Iteration 12Q: 3 clusters Score -1.430067e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98531 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -14301858.000000 Penalty: 3809.220703
	Iteration 13Q: 3 clusters Score -1.430186e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98857 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -14302751.000000 Penalty: 3809.220703
	Iteration 14Q: 3 clusters Score -1.430275e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99081 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -14303477.000000 Penalty: 3809.220703
	Iteration 15Q: 3 clusters Score -1.430348e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99039 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -14304199.000000 Penalty: 3809.220703
	Iteration 16Q: 3 clusters Score -1.43042e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -14304899.000000 Penalty: 3809.220703
	Iteration 17Q: 3 clusters Score -1.43049e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98506 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -14305571.000000 Penalty: 3809.220703
	Iteration 18Q: 3 clusters Score -1.430557e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97969 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -14306286.000000 Penalty: 3809.220703
	Iteration 19Q: 3 clusters Score -1.430629e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97213 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -14307166.000000 Penalty: 3809.220703
	Iteration 20F: 3 clusters Score -1.430717e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96477 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -14307837.000000 Penalty: 3809.220703
	Iteration 21Q: 3 clusters Score -1.430784e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -14308338.000000 Penalty: 3809.220703
	Iteration 22Q: 3 clusters Score -1.430834e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95430 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -14308624.000000 Penalty: 3809.220703
	Iteration 23Q: 3 clusters Score -1.430862e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94980 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -14308887.000000 Penalty: 3809.220703
	Iteration 24Q: 3 clusters Score -1.430889e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -14309090.000000 Penalty: 3809.220703
	Iteration 25Q: 3 clusters Score -1.430909e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94253 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -14309194.000000 Penalty: 3809.220703
	Iteration 26Q: 3 clusters Score -1.430919e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -14309272.000000 Penalty: 3809.220703
	Iteration 27Q: 3 clusters Score -1.430927e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -14309280.000000 Penalty: 3809.220703
	Iteration 28Q: 3 clusters Score -1.430928e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93338 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -14309305.000000 Penalty: 3809.220703
	Iteration 29Q: 3 clusters Score -1.43093e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -14309373.000000 Penalty: 3809.220703
	Iteration 30Q: 3 clusters Score -1.430937e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -14309392.000000 Penalty: 3809.220703
	Iteration 31Q: 3 clusters Score -1.430939e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92565 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -14309421.000000 Penalty: 3809.220703
	Iteration 32Q: 3 clusters Score -1.430942e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92299 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -14309432.000000 Penalty: 3809.220703
	Iteration 33Q: 3 clusters Score -1.430943e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -14309451.000000 Penalty: 3809.220703
	Iteration 34Q: 3 clusters Score -1.430945e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91701 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -14309498.000000 Penalty: 3809.220703
	Iteration 35Q: 3 clusters Score -1.43095e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91406 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -14309507.000000 Penalty: 3809.220703
	Iteration 36Q: 3 clusters Score -1.430951e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91127 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -14309521.000000 Penalty: 3809.220703
	Iteration 37Q: 3 clusters Score -1.430952e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90850 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -14309547.000000 Penalty: 3809.220703
	Iteration 38Q: 3 clusters Score -1.430955e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90581 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -14309547.000000 Penalty: 3809.220703
	Iteration 39Q: 3 clusters Score -1.430955e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90350 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -14309563.000000 Penalty: 3809.220703
	Iteration 40F: 3 clusters Score -1.430956e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -14309620.000000 Penalty: 3809.220703
	Iteration 41Q: 3 clusters Score -1.430962e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89932 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -14309628.000000 Penalty: 3809.220703
	Iteration 42Q: 3 clusters Score -1.430963e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89741 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -14309636.000000 Penalty: 3809.220703
	Iteration 43Q: 3 clusters Score -1.430964e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -14309687.000000 Penalty: 3809.220703
	Iteration 44Q: 3 clusters Score -1.430969e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -14309719.000000 Penalty: 3809.220703
	Iteration 45Q: 3 clusters Score -1.430972e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89070 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -14309777.000000 Penalty: 3809.220703
	Iteration 46Q: 3 clusters Score -1.430978e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -14309834.000000 Penalty: 3809.220703
	Iteration 47Q: 3 clusters Score -1.430983e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88643 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -14309832.000000 Penalty: 3809.220703
	Iteration 48Q: 3 clusters Score -1.430983e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88467 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -14309846.000000 Penalty: 3809.220703
	Iteration 49Q: 3 clusters Score -1.430985e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88280 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -14309850.000000 Penalty: 3809.220703
	Iteration 50Q: 3 clusters Score -1.430985e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -14309823.000000 Penalty: 3809.220703
	Iteration 51Q: 3 clusters Score -1.430982e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87895 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -14309840.000000 Penalty: 3809.220703
	Iteration 52Q: 3 clusters Score -1.430984e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -14309832.000000 Penalty: 3809.220703
	Iteration 53Q: 3 clusters Score -1.430983e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -14309872.000000 Penalty: 3809.220703
	Iteration 54Q: 3 clusters Score -1.430987e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -14309884.000000 Penalty: 3809.220703
	Iteration 55Q: 3 clusters Score -1.430988e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87072 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -14309858.000000 Penalty: 3809.220703
	Iteration 56Q: 3 clusters Score -1.430986e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86826 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -14309869.000000 Penalty: 3809.220703
	Iteration 57Q: 3 clusters Score -1.430987e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86572 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -14309877.000000 Penalty: 3809.220703
	Iteration 58Q: 3 clusters Score -1.430988e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86335 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -14309852.000000 Penalty: 3809.220703
	Iteration 59Q: 3 clusters Score -1.430985e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86105 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -14309890.000000 Penalty: 3809.220703
	Iteration 60F: 3 clusters Score -1.430989e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85872 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -14309893.000000 Penalty: 3809.220703
	Iteration 61Q: 3 clusters Score -1.430989e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85648 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -14309910.000000 Penalty: 3809.220703
	Iteration 62Q: 3 clusters Score -1.430991e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85420 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -14309923.000000 Penalty: 3809.220703
	Iteration 63Q: 3 clusters Score -1.430992e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85214 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -14309963.000000 Penalty: 3809.220703
	Iteration 64Q: 3 clusters Score -1.430996e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84963 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -14309951.000000 Penalty: 3809.220703
	Iteration 65Q: 3 clusters Score -1.430995e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -14309956.000000 Penalty: 3809.220703
	Iteration 66Q: 3 clusters Score -1.430996e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84391 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -14309924.000000 Penalty: 3809.220703
	Iteration 67Q: 3 clusters Score -1.430992e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -14309963.000000 Penalty: 3809.220703
	Iteration 68Q: 3 clusters Score -1.430996e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -14309957.000000 Penalty: 3809.220703
	Iteration 69Q: 3 clusters Score -1.430996e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -14309954.000000 Penalty: 3809.220703
	Iteration 70Q: 3 clusters Score -1.430995e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -14309956.000000 Penalty: 3809.220703
	Iteration 71Q: 3 clusters Score -1.430996e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82746 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -14309971.000000 Penalty: 3809.220703
	Iteration 72Q: 3 clusters Score -1.430997e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -14310036.000000 Penalty: 3809.220703
	Iteration 73Q: 3 clusters Score -1.431004e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81759 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -14310056.000000 Penalty: 3809.220703
	Iteration 74Q: 3 clusters Score -1.431006e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81228 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -14310019.000000 Penalty: 3809.220703
	Iteration 75Q: 3 clusters Score -1.431002e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -14310042.000000 Penalty: 3809.220703
	Iteration 76Q: 3 clusters Score -1.431004e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -14310108.000000 Penalty: 3809.220703
	Iteration 77Q: 3 clusters Score -1.431011e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -14310145.000000 Penalty: 3809.220703
	Iteration 78Q: 3 clusters Score -1.431014e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -14310140.000000 Penalty: 3809.220703
	Iteration 79Q: 3 clusters Score -1.431014e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -14310269.000000 Penalty: 3809.220703
	Iteration 80F: 3 clusters Score -1.431027e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -14310391.000000 Penalty: 3809.220703
	Iteration 81Q: 3 clusters Score -1.431039e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -14310385.000000 Penalty: 3809.220703
	Iteration 82Q: 3 clusters Score -1.431038e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -14310399.000000 Penalty: 3809.220703
	Iteration 83Q: 3 clusters Score -1.43104e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -14310415.000000 Penalty: 3809.220703
	Iteration 84Q: 3 clusters Score -1.431042e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -14310439.000000 Penalty: 3809.220703
	Iteration 85Q: 3 clusters Score -1.431044e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -14310472.000000 Penalty: 3809.220703
	Iteration 86Q: 3 clusters Score -1.431047e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -14310499.000000 Penalty: 3809.220703
	Iteration 87Q: 3 clusters Score -1.43105e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -14310525.000000 Penalty: 3809.220703
	Iteration 88Q: 3 clusters Score -1.431052e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72139 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -14310544.000000 Penalty: 3809.220703
	Iteration 89Q: 3 clusters Score -1.431054e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71629 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -14310589.000000 Penalty: 3809.220703
	Iteration 90Q: 3 clusters Score -1.431059e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -14310587.000000 Penalty: 3809.220703
	Iteration 91Q: 3 clusters Score -1.431059e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70649 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -14310545.000000 Penalty: 3809.220703
	Iteration 92Q: 3 clusters Score -1.431054e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -14310571.000000 Penalty: 3809.220703
	Iteration 93Q: 3 clusters Score -1.431057e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -14310644.000000 Penalty: 3809.220703
	Iteration 94Q: 3 clusters Score -1.431064e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69037 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -14310625.000000 Penalty: 3809.220703
	Iteration 95Q: 3 clusters Score -1.431062e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68514 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -14310628.000000 Penalty: 3809.220703
	Iteration 96Q: 3 clusters Score -1.431063e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -14310672.000000 Penalty: 3809.220703
	Iteration 97Q: 3 clusters Score -1.431067e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67506 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -14310669.000000 Penalty: 3809.220703
	Iteration 98Q: 3 clusters Score -1.431067e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -14310706.000000 Penalty: 3809.220703
	Iteration 99Q: 3 clusters Score -1.431071e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -14310679.000000 Penalty: 3809.220703
	Iteration 100F: 3 clusters Score -1.431068e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -14310683.000000 Penalty: 3809.220703
	Iteration 101Q: 3 clusters Score -1.431068e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -14310676.000000 Penalty: 3809.220703
	Iteration 102Q: 3 clusters Score -1.431068e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -14310706.000000 Penalty: 3809.220703
	Iteration 103Q: 3 clusters Score -1.431071e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -14310684.000000 Penalty: 3809.220703
	Iteration 104Q: 3 clusters Score -1.431068e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -14310697.000000 Penalty: 3809.220703
	Iteration 105Q: 3 clusters Score -1.43107e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -14310700.000000 Penalty: 3809.220703
	Iteration 106Q: 3 clusters Score -1.43107e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -14310735.000000 Penalty: 3809.220703
	Iteration 107Q: 3 clusters Score -1.431074e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -14310768.000000 Penalty: 3809.220703
	Iteration 108Q: 3 clusters Score -1.431077e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -14310821.000000 Penalty: 3809.220703
	Iteration 109Q: 3 clusters Score -1.431082e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -14310771.000000 Penalty: 3809.220703
	Iteration 110Q: 3 clusters Score -1.431077e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -14310742.000000 Penalty: 3809.220703
	Iteration 111Q: 3 clusters Score -1.431074e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 62287 members 
Entering Unmasked Estep 
Score: -14310717.000000 Penalty: 3809.220703
	Iteration 112Q: 3 clusters Score -1.431072e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -14310711.000000 Penalty: 3809.220703
	Iteration 113Q: 3 clusters Score -1.431071e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -14310733.000000 Penalty: 3809.220703
	Iteration 114Q: 3 clusters Score -1.431073e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 63645 members 
Entering Unmasked Estep 
Score: -14310771.000000 Penalty: 3809.220703
	Iteration 115Q: 3 clusters Score -1.431077e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 64084 members 
Entering Unmasked Estep 
Score: -14310756.000000 Penalty: 3809.220703
	Iteration 116Q: 3 clusters Score -1.431076e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 64508 members 
Entering Unmasked Estep 
Score: -14310769.000000 Penalty: 3809.220703
	Iteration 117Q: 3 clusters Score -1.431077e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -14310745.000000 Penalty: 3809.220703
	Iteration 118Q: 3 clusters Score -1.431074e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -14310792.000000 Penalty: 3809.220703
	Iteration 119Q: 3 clusters Score -1.431079e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -14310739.000000 Penalty: 3809.220703
	Iteration 120F: 3 clusters Score -1.431074e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 66088 members 
Entering Unmasked Estep 
Score: -14310714.000000 Penalty: 3809.220703
	Iteration 121Q: 3 clusters Score -1.431071e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -14310722.000000 Penalty: 3809.220703
	Iteration 122Q: 3 clusters Score -1.431072e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -14310646.000000 Penalty: 3809.220703
	Iteration 123Q: 3 clusters Score -1.431065e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -14310648.000000 Penalty: 3809.220703
	Iteration 124Q: 3 clusters Score -1.431065e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 67531 members 
Entering Unmasked Estep 
Score: -14310617.000000 Penalty: 3809.220703
	Iteration 125Q: 3 clusters Score -1.431062e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -14310553.000000 Penalty: 3809.220703
	Iteration 126Q: 3 clusters Score -1.431055e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -14310564.000000 Penalty: 3809.220703
	Iteration 127Q: 3 clusters Score -1.431056e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -14310572.000000 Penalty: 3809.220703
	Iteration 128Q: 3 clusters Score -1.431057e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 69172 members 
Entering Unmasked Estep 
Score: -14310621.000000 Penalty: 3809.220703
	Iteration 129Q: 3 clusters Score -1.431062e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -14310641.000000 Penalty: 3809.220703
	Iteration 130Q: 3 clusters Score -1.431064e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -14310634.000000 Penalty: 3809.220703
	Iteration 131Q: 3 clusters Score -1.431063e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 70588 members 
Entering Unmasked Estep 
Score: -14310660.000000 Penalty: 3809.220703
	Iteration 132Q: 3 clusters Score -1.431066e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 71116 members 
Entering Unmasked Estep 
Score: -14310643.000000 Penalty: 3809.220703
	Iteration 133Q: 3 clusters Score -1.431064e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -14310639.000000 Penalty: 3809.220703
	Iteration 134Q: 3 clusters Score -1.431064e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 72153 members 
Entering Unmasked Estep 
Score: -14310675.000000 Penalty: 3809.220703
	Iteration 135Q: 3 clusters Score -1.431068e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -14310671.000000 Penalty: 3809.220703
	Iteration 136Q: 3 clusters Score -1.431067e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 73086 members 
Entering Unmasked Estep 
Score: -14310624.000000 Penalty: 3809.220703
	Iteration 137Q: 3 clusters Score -1.431062e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -14310659.000000 Penalty: 3809.220703
	Iteration 138Q: 3 clusters Score -1.431066e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -14310694.000000 Penalty: 3809.220703
	Iteration 139Q: 3 clusters Score -1.431069e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -14310682.000000 Penalty: 3809.220703
	Iteration 140F: 3 clusters Score -1.431068e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -14310727.000000 Penalty: 3809.220703
	Iteration 141Q: 3 clusters Score -1.431073e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 76126 members 
Entering Unmasked Estep 
Score: -14310757.000000 Penalty: 3809.220703
	Iteration 142Q: 3 clusters Score -1.431076e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 76914 members 
Entering Unmasked Estep 
Score: -14310670.000000 Penalty: 3809.220703
	Iteration 143Q: 3 clusters Score -1.431067e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 77762 members 
Entering Unmasked Estep 
Score: -14310633.000000 Penalty: 3809.220703
	Iteration 144Q: 3 clusters Score -1.431063e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -14310648.000000 Penalty: 3809.220703
	Iteration 145Q: 3 clusters Score -1.431065e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 79541 members 
Entering Unmasked Estep 
Score: -14310626.000000 Penalty: 3809.220703
	Iteration 146Q: 3 clusters Score -1.431063e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -14310593.000000 Penalty: 3809.220703
	Iteration 147Q: 3 clusters Score -1.431059e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -14310645.000000 Penalty: 3809.220703
	Iteration 148Q: 3 clusters Score -1.431064e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -14310603.000000 Penalty: 3809.220703
	Iteration 149Q: 3 clusters Score -1.43106e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -14310610.000000 Penalty: 3809.220703
	Iteration 150Q: 3 clusters Score -1.431061e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 82824 members 
Entering Unmasked Estep 
Score: -14310643.000000 Penalty: 3809.220703
	Iteration 151Q: 3 clusters Score -1.431064e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -14310645.000000 Penalty: 3809.220703
	Iteration 152Q: 3 clusters Score -1.431064e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -14310577.000000 Penalty: 3809.220703
	Iteration 153Q: 3 clusters Score -1.431058e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 84271 members 
Entering Unmasked Estep 
Score: -14310526.000000 Penalty: 3809.220703
	Iteration 154Q: 3 clusters Score -1.431053e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 84747 members 
Entering Unmasked Estep 
Score: -14310481.000000 Penalty: 3809.220703
	Iteration 155Q: 3 clusters Score -1.431048e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -14310441.000000 Penalty: 3809.220703
	Iteration 156Q: 3 clusters Score -1.431044e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 85504 members 
Entering Unmasked Estep 
Score: -14310416.000000 Penalty: 3809.220703
	Iteration 157Q: 3 clusters Score -1.431042e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 85852 members 
Entering Unmasked Estep 
Score: -14310355.000000 Penalty: 3809.220703
	Iteration 158Q: 3 clusters Score -1.431036e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -14310263.000000 Penalty: 3809.220703
	Iteration 159Q: 3 clusters Score -1.431026e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -14310278.000000 Penalty: 3809.220703
	Iteration 160F: 3 clusters Score -1.431028e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -14310259.000000 Penalty: 3809.220703
	Iteration 161Q: 3 clusters Score -1.431026e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 86954 members 
Entering Unmasked Estep 
Score: -14310239.000000 Penalty: 3809.220703
	Iteration 162Q: 3 clusters Score -1.431024e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -14310235.000000 Penalty: 3809.220703
	Iteration 163Q: 3 clusters Score -1.431024e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -14310218.000000 Penalty: 3809.220703
	Iteration 164Q: 3 clusters Score -1.431022e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 87479 members 
Entering Unmasked Estep 
Score: -14310194.000000 Penalty: 3809.220703
	Iteration 165Q: 3 clusters Score -1.431019e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 87612 members 
Entering Unmasked Estep 
Score: -14310179.000000 Penalty: 3809.220703
	Iteration 166Q: 3 clusters Score -1.431018e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 87769 members 
Entering Unmasked Estep 
Score: -14310147.000000 Penalty: 3809.220703
	Iteration 167Q: 3 clusters Score -1.431015e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
Score: -14310117.000000 Penalty: 3809.220703
	Iteration 168Q: 3 clusters Score -1.431012e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 88120 members 
Entering Unmasked Estep 
Score: -14310107.000000 Penalty: 3809.220703
	Iteration 169Q: 3 clusters Score -1.431011e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -14310085.000000 Penalty: 3809.220703
	Iteration 170Q: 3 clusters Score -1.431008e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 88449 members 
Entering Unmasked Estep 
Score: -14310058.000000 Penalty: 3809.220703
	Iteration 171Q: 3 clusters Score -1.431006e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 88618 members 
Entering Unmasked Estep 
Score: -14310074.000000 Penalty: 3809.220703
	Iteration 172Q: 3 clusters Score -1.431007e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 88807 members 
Entering Unmasked Estep 
Score: -14310040.000000 Penalty: 3809.220703
	Iteration 173Q: 3 clusters Score -1.431004e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 88975 members 
Entering Unmasked Estep 
Score: -14310041.000000 Penalty: 3809.220703
	Iteration 174Q: 3 clusters Score -1.431004e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 89122 members 
Entering Unmasked Estep 
Score: -14309993.000000 Penalty: 3809.220703
	Iteration 175Q: 3 clusters Score -1.430999e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 89286 members 
Entering Unmasked Estep 
Score: -14309974.000000 Penalty: 3809.220703
	Iteration 176Q: 3 clusters Score -1.430997e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 89470 members 
Entering Unmasked Estep 
Score: -14309993.000000 Penalty: 3809.220703
	Iteration 177Q: 3 clusters Score -1.430999e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 89646 members 
Entering Unmasked Estep 
Score: -14309992.000000 Penalty: 3809.220703
	Iteration 178Q: 3 clusters Score -1.430999e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 89827 members 
Entering Unmasked Estep 
Score: -14309954.000000 Penalty: 3809.220703
	Iteration 179Q: 3 clusters Score -1.430995e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 89970 members 
Entering Unmasked Estep 
Score: -14309956.000000 Penalty: 3809.220703
	Iteration 180F: 3 clusters Score -1.430996e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 90114 members 
Entering Unmasked Estep 
Score: -14309959.000000 Penalty: 3809.220703
	Iteration 181Q: 3 clusters Score -1.430996e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -14309925.000000 Penalty: 3809.220703
	Iteration 182Q: 3 clusters Score -1.430992e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -14309940.000000 Penalty: 3809.220703
	Iteration 183Q: 3 clusters Score -1.430994e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 90439 members 
Entering Unmasked Estep 
Score: -14309927.000000 Penalty: 3809.220703
	Iteration 184Q: 3 clusters Score -1.430993e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 90538 members 
Entering Unmasked Estep 
Score: -14309897.000000 Penalty: 3809.220703
	Iteration 185Q: 3 clusters Score -1.43099e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
Score: -14309914.000000 Penalty: 3809.220703
	Iteration 186Q: 3 clusters Score -1.430991e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 90690 members 
Entering Unmasked Estep 
Score: -14309889.000000 Penalty: 3809.220703
	Iteration 187Q: 3 clusters Score -1.430989e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 90758 members 
Entering Unmasked Estep 
Score: -14309885.000000 Penalty: 3809.220703
	Iteration 188Q: 3 clusters Score -1.430988e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 90819 members 
Entering Unmasked Estep 
Score: -14309872.000000 Penalty: 3809.220703
	Iteration 189Q: 3 clusters Score -1.430987e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 90868 members 
Entering Unmasked Estep 
Score: -14309877.000000 Penalty: 3809.220703
	Iteration 190Q: 3 clusters Score -1.430988e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 90895 members 
Entering Unmasked Estep 
Score: -14309838.000000 Penalty: 3809.220703
	Iteration 191Q: 3 clusters Score -1.430984e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -14309830.000000 Penalty: 3809.220703
	Iteration 192Q: 3 clusters Score -1.430983e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 90955 members 
Entering Unmasked Estep 
Score: -14309819.000000 Penalty: 3809.220703
	Iteration 193Q: 3 clusters Score -1.430982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 90973 members 
Entering Unmasked Estep 
Score: -14309816.000000 Penalty: 3809.220703
	Iteration 194Q: 3 clusters Score -1.430982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 90987 members 
Entering Unmasked Estep 
Score: -14309834.000000 Penalty: 3809.220703
	Iteration 195Q: 3 clusters Score -1.430983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 91002 members 
Entering Unmasked Estep 
Score: -14309829.000000 Penalty: 3809.220703
	Iteration 196Q: 3 clusters Score -1.430983e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -14309816.000000 Penalty: 3809.220703
	Iteration 197Q: 3 clusters Score -1.430982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 91032 members 
Entering Unmasked Estep 
Score: -14309803.000000 Penalty: 3809.220703
	Iteration 198Q: 3 clusters Score -1.43098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 91046 members 
Entering Unmasked Estep 
Score: -14309804.000000 Penalty: 3809.220703
	Iteration 199Q: 3 clusters Score -1.43098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -14309812.000000 Penalty: 3809.220703
	Iteration 200F: 3 clusters Score -1.430981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 91075 members 
Entering Unmasked Estep 
Score: -14309800.000000 Penalty: 3809.220703
	Iteration 201Q: 3 clusters Score -1.43098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -14309815.000000 Penalty: 3809.220703
	Iteration 202Q: 3 clusters Score -1.430982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 91094 members 
Entering Unmasked Estep 
Score: -14309809.000000 Penalty: 3809.220703
	Iteration 203Q: 3 clusters Score -1.430981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -14309811.000000 Penalty: 3809.220703
	Iteration 204Q: 3 clusters Score -1.430981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -14309811.000000 Penalty: 3809.220703
	Iteration 205F: 3 clusters Score -1.430981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47002 members 
Mstep: Class 7 contains 148642 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15497 members 
Mstep: Class 11 contains 3684 members 
Mstep: Class 12 contains 91086 members 
Mstep: Class 13 contains 14619 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147515 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 31995 members 
Mstep: Class 20 contains 5961 members 
Mstep: Class 21 contains 99881 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 66703 members 
Mstep: Class 24 contains 37661 members 
Mstep: Class 25 contains 91096 members 
Entering Unmasked Estep 
Score: -102102104.000000 Penalty: 55745.789062
Splitting cluster 19 changes total score from -102101472.000000 to -102102104.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (5961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Entering Unmasked Estep 
Score: -693328.375000 Penalty: 1412.611328
	Iteration 0F: 2 clusters Score -693328.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -688775.312500 Penalty: 2825.222656
	Iteration 0F: 3 clusters Score -688775.3 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -690146.562500 Penalty: 2825.222656
	Iteration 1F: 3 clusters Score -690146.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -690429.062500 Penalty: 2825.222656
	Iteration 2F: 3 clusters Score -690429.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -690709.312500 Penalty: 2825.222656
	Iteration 3F: 3 clusters Score -690709.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -691012.937500 Penalty: 2825.222656
	Iteration 4F: 3 clusters Score -691012.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -691303.312500 Penalty: 2825.222656
	Iteration 5F: 3 clusters Score -691303.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -691535.750000 Penalty: 2825.222656
	Iteration 6F: 3 clusters Score -691535.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -691753.437500 Penalty: 2825.222656
	Iteration 7Q: 3 clusters Score -691753.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -691941.375000 Penalty: 2825.222656
	Iteration 8Q: 3 clusters Score -691941.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -692115.500000 Penalty: 2825.222656
	Iteration 9Q: 3 clusters Score -692115.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -692233.812500 Penalty: 2825.222656
	Iteration 10Q: 3 clusters Score -692233.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -692307.125000 Penalty: 2825.222656
	Iteration 11Q: 3 clusters Score -692307.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -692340.250000 Penalty: 2825.222656
	Iteration 12Q: 3 clusters Score -692340.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -692360.000000 Penalty: 2825.222656
	Iteration 13Q: 3 clusters Score -692360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -692366.437500 Penalty: 2825.222656
	Iteration 14Q: 3 clusters Score -692366.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -692372.375000 Penalty: 2825.222656
	Iteration 15Q: 3 clusters Score -692372.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -692374.375000 Penalty: 2825.222656
	Iteration 16Q: 3 clusters Score -692374.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -692379.312500 Penalty: 2825.222656
	Iteration 17Q: 3 clusters Score -692379.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -692382.312500 Penalty: 2825.222656
	Iteration 18Q: 3 clusters Score -692382.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -692384.250000 Penalty: 2825.222656
	Iteration 19Q: 3 clusters Score -692384.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -692385.750000 Penalty: 2825.222656
	Iteration 20F: 3 clusters Score -692385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -692388.437500 Penalty: 2825.222656
	Iteration 21Q: 3 clusters Score -692388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -692388.812500 Penalty: 2825.222656
	Iteration 22Q: 3 clusters Score -692388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -692388.000000 Penalty: 2825.222656
	Iteration 23Q: 3 clusters Score -692388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -692388.625000 Penalty: 2825.222656
	Iteration 24Q: 3 clusters Score -692388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -692389.125000 Penalty: 2825.222656
	Iteration 25Q: 3 clusters Score -692389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -692390.750000 Penalty: 2825.222656
	Iteration 26Q: 3 clusters Score -692390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -692389.562500 Penalty: 2825.222656
	Iteration 27Q: 3 clusters Score -692389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -692389.000000 Penalty: 2825.222656
	Iteration 28Q: 3 clusters Score -692389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -692389.000000 Penalty: 2825.222656
	Iteration 29F: 3 clusters Score -692389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (99881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99881 members 
Entering Unmasked Estep 
Score: -11633262.000000 Penalty: 1870.656982
	Iteration 0F: 2 clusters Score -1.163326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -11569695.000000 Penalty: 3741.313965
	Iteration 0F: 3 clusters Score -1.15697e+07 nChanged 47707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -11597270.000000 Penalty: 3741.313965
	Iteration 1F: 3 clusters Score -1.159727e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -11597987.000000 Penalty: 3741.313965
	Iteration 2Q: 3 clusters Score -1.159799e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -11598836.000000 Penalty: 3741.313965
	Iteration 3Q: 3 clusters Score -1.159884e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -11599935.000000 Penalty: 3741.313965
	Iteration 4Q: 3 clusters Score -1.159994e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -11601296.000000 Penalty: 3741.313965
	Iteration 5Q: 3 clusters Score -1.16013e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -11603207.000000 Penalty: 3741.313965
	Iteration 6Q: 3 clusters Score -1.160321e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -11605461.000000 Penalty: 3741.313965
	Iteration 7Q: 3 clusters Score -1.160546e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -11608501.000000 Penalty: 3741.313965
	Iteration 8F: 3 clusters Score -1.16085e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -11612052.000000 Penalty: 3741.313965
	Iteration 9F: 3 clusters Score -1.161205e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -11615731.000000 Penalty: 3741.313965
	Iteration 10F: 3 clusters Score -1.161573e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71556 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -11618863.000000 Penalty: 3741.313965
	Iteration 11Q: 3 clusters Score -1.161886e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -11621322.000000 Penalty: 3741.313965
	Iteration 12Q: 3 clusters Score -1.162132e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -11623140.000000 Penalty: 3741.313965
	Iteration 13Q: 3 clusters Score -1.162314e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77894 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -11624711.000000 Penalty: 3741.313965
	Iteration 14Q: 3 clusters Score -1.162471e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -11625979.000000 Penalty: 3741.313965
	Iteration 15Q: 3 clusters Score -1.162598e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81411 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -11627105.000000 Penalty: 3741.313965
	Iteration 16Q: 3 clusters Score -1.16271e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82754 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -11627930.000000 Penalty: 3741.313965
	Iteration 17Q: 3 clusters Score -1.162793e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83858 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -11628620.000000 Penalty: 3741.313965
	Iteration 18Q: 3 clusters Score -1.162862e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -11629181.000000 Penalty: 3741.313965
	Iteration 19Q: 3 clusters Score -1.162918e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -11629658.000000 Penalty: 3741.313965
	Iteration 20F: 3 clusters Score -1.162966e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86262 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -11630060.000000 Penalty: 3741.313965
	Iteration 21Q: 3 clusters Score -1.163006e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -11630444.000000 Penalty: 3741.313965
	Iteration 22Q: 3 clusters Score -1.163044e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87460 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -11630726.000000 Penalty: 3741.313965
	Iteration 23Q: 3 clusters Score -1.163073e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87884 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -11630885.000000 Penalty: 3741.313965
	Iteration 24Q: 3 clusters Score -1.163088e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88270 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -11631066.000000 Penalty: 3741.313965
	Iteration 25Q: 3 clusters Score -1.163107e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88661 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -11631230.000000 Penalty: 3741.313965
	Iteration 26Q: 3 clusters Score -1.163123e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -11631362.000000 Penalty: 3741.313965
	Iteration 27Q: 3 clusters Score -1.163136e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -11631469.000000 Penalty: 3741.313965
	Iteration 28Q: 3 clusters Score -1.163147e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89615 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -11631531.000000 Penalty: 3741.313965
	Iteration 29Q: 3 clusters Score -1.163153e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89901 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -11631574.000000 Penalty: 3741.313965
	Iteration 30Q: 3 clusters Score -1.163157e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90144 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -11631623.000000 Penalty: 3741.313965
	Iteration 31Q: 3 clusters Score -1.163162e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -11631615.000000 Penalty: 3741.313965
	Iteration 32Q: 3 clusters Score -1.163162e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90613 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -11631669.000000 Penalty: 3741.313965
	Iteration 33Q: 3 clusters Score -1.163167e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90830 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -11631690.000000 Penalty: 3741.313965
	Iteration 34Q: 3 clusters Score -1.163169e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -11631736.000000 Penalty: 3741.313965
	Iteration 35Q: 3 clusters Score -1.163174e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -11631773.000000 Penalty: 3741.313965
	Iteration 36Q: 3 clusters Score -1.163177e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91491 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -11631829.000000 Penalty: 3741.313965
	Iteration 37Q: 3 clusters Score -1.163183e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91686 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -11631837.000000 Penalty: 3741.313965
	Iteration 38Q: 3 clusters Score -1.163184e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91872 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -11631848.000000 Penalty: 3741.313965
	Iteration 39Q: 3 clusters Score -1.163185e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92050 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -11631883.000000 Penalty: 3741.313965
	Iteration 40F: 3 clusters Score -1.163188e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92194 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -11631881.000000 Penalty: 3741.313965
	Iteration 41Q: 3 clusters Score -1.163188e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92336 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -11631858.000000 Penalty: 3741.313965
	Iteration 42Q: 3 clusters Score -1.163186e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92470 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -11631889.000000 Penalty: 3741.313965
	Iteration 43Q: 3 clusters Score -1.163189e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92589 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -11631910.000000 Penalty: 3741.313965
	Iteration 44Q: 3 clusters Score -1.163191e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92736 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -11631885.000000 Penalty: 3741.313965
	Iteration 45Q: 3 clusters Score -1.163188e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -11631896.000000 Penalty: 3741.313965
	Iteration 46Q: 3 clusters Score -1.16319e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93033 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -11631858.000000 Penalty: 3741.313965
	Iteration 47Q: 3 clusters Score -1.163186e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -11631851.000000 Penalty: 3741.313965
	Iteration 48Q: 3 clusters Score -1.163185e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93345 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -11631861.000000 Penalty: 3741.313965
	Iteration 49Q: 3 clusters Score -1.163186e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93498 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -11631813.000000 Penalty: 3741.313965
	Iteration 50Q: 3 clusters Score -1.163181e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93644 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -11631803.000000 Penalty: 3741.313965
	Iteration 51Q: 3 clusters Score -1.16318e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93775 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -11631786.000000 Penalty: 3741.313965
	Iteration 52Q: 3 clusters Score -1.163179e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93895 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -11631774.000000 Penalty: 3741.313965
	Iteration 53Q: 3 clusters Score -1.163177e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -11631774.000000 Penalty: 3741.313965
	Iteration 54Q: 3 clusters Score -1.163177e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -11631786.000000 Penalty: 3741.313965
	Iteration 55Q: 3 clusters Score -1.163179e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -11631762.000000 Penalty: 3741.313965
	Iteration 56Q: 3 clusters Score -1.163176e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94278 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -11631747.000000 Penalty: 3741.313965
	Iteration 57Q: 3 clusters Score -1.163175e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -11631738.000000 Penalty: 3741.313965
	Iteration 58Q: 3 clusters Score -1.163174e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94423 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -11631720.000000 Penalty: 3741.313965
	Iteration 59Q: 3 clusters Score -1.163172e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -11631723.000000 Penalty: 3741.313965
	Iteration 60F: 3 clusters Score -1.163172e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -11631743.000000 Penalty: 3741.313965
	Iteration 61Q: 3 clusters Score -1.163174e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94648 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -11631720.000000 Penalty: 3741.313965
	Iteration 62Q: 3 clusters Score -1.163172e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94726 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -11631703.000000 Penalty: 3741.313965
	Iteration 63Q: 3 clusters Score -1.16317e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94796 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -11631707.000000 Penalty: 3741.313965
	Iteration 64Q: 3 clusters Score -1.163171e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -11631693.000000 Penalty: 3741.313965
	Iteration 65Q: 3 clusters Score -1.163169e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94932 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -11631703.000000 Penalty: 3741.313965
	Iteration 66Q: 3 clusters Score -1.16317e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -11631691.000000 Penalty: 3741.313965
	Iteration 67Q: 3 clusters Score -1.163169e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95057 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -11631713.000000 Penalty: 3741.313965
	Iteration 68Q: 3 clusters Score -1.163171e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95121 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -11631718.000000 Penalty: 3741.313965
	Iteration 69Q: 3 clusters Score -1.163172e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95186 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -11631724.000000 Penalty: 3741.313965
	Iteration 70Q: 3 clusters Score -1.163172e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95248 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -11631722.000000 Penalty: 3741.313965
	Iteration 71Q: 3 clusters Score -1.163172e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95319 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -11631722.000000 Penalty: 3741.313965
	Iteration 72Q: 3 clusters Score -1.163172e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95395 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -11631741.000000 Penalty: 3741.313965
	Iteration 73Q: 3 clusters Score -1.163174e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95459 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -11631721.000000 Penalty: 3741.313965
	Iteration 74Q: 3 clusters Score -1.163172e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95520 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -11631723.000000 Penalty: 3741.313965
	Iteration 75Q: 3 clusters Score -1.163172e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95569 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -11631710.000000 Penalty: 3741.313965
	Iteration 76Q: 3 clusters Score -1.163171e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95605 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -11631711.000000 Penalty: 3741.313965
	Iteration 77Q: 3 clusters Score -1.163171e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -11631701.000000 Penalty: 3741.313965
	Iteration 78Q: 3 clusters Score -1.16317e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95680 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -11631685.000000 Penalty: 3741.313965
	Iteration 79Q: 3 clusters Score -1.163168e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95726 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -11631666.000000 Penalty: 3741.313965
	Iteration 80F: 3 clusters Score -1.163167e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95769 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -11631676.000000 Penalty: 3741.313965
	Iteration 81Q: 3 clusters Score -1.163168e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95825 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -11631663.000000 Penalty: 3741.313965
	Iteration 82Q: 3 clusters Score -1.163166e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -11631673.000000 Penalty: 3741.313965
	Iteration 83Q: 3 clusters Score -1.163167e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -11631680.000000 Penalty: 3741.313965
	Iteration 84Q: 3 clusters Score -1.163168e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -11631697.000000 Penalty: 3741.313965
	Iteration 85Q: 3 clusters Score -1.16317e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96037 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -11631697.000000 Penalty: 3741.313965
	Iteration 86Q: 3 clusters Score -1.16317e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96089 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -11631688.000000 Penalty: 3741.313965
	Iteration 87Q: 3 clusters Score -1.163169e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -11631686.000000 Penalty: 3741.313965
	Iteration 88Q: 3 clusters Score -1.163169e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96202 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -11631690.000000 Penalty: 3741.313965
	Iteration 89Q: 3 clusters Score -1.163169e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96271 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -11631686.000000 Penalty: 3741.313965
	Iteration 90Q: 3 clusters Score -1.163169e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96337 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -11631696.000000 Penalty: 3741.313965
	Iteration 91Q: 3 clusters Score -1.16317e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -11631696.000000 Penalty: 3741.313965
	Iteration 92Q: 3 clusters Score -1.16317e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96463 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -11631703.000000 Penalty: 3741.313965
	Iteration 93Q: 3 clusters Score -1.16317e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96526 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -11631696.000000 Penalty: 3741.313965
	Iteration 94Q: 3 clusters Score -1.16317e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96568 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -11631695.000000 Penalty: 3741.313965
	Iteration 95Q: 3 clusters Score -1.16317e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96603 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -11631691.000000 Penalty: 3741.313965
	Iteration 96Q: 3 clusters Score -1.163169e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96635 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -11631700.000000 Penalty: 3741.313965
	Iteration 97Q: 3 clusters Score -1.16317e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96682 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -11631703.000000 Penalty: 3741.313965
	Iteration 98Q: 3 clusters Score -1.16317e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96732 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -11631715.000000 Penalty: 3741.313965
	Iteration 99Q: 3 clusters Score -1.163172e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -11631709.000000 Penalty: 3741.313965
	Iteration 100F: 3 clusters Score -1.163171e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96812 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -11631715.000000 Penalty: 3741.313965
	Iteration 101Q: 3 clusters Score -1.163172e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -11631726.000000 Penalty: 3741.313965
	Iteration 102Q: 3 clusters Score -1.163173e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96894 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -11631722.000000 Penalty: 3741.313965
	Iteration 103Q: 3 clusters Score -1.163172e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96930 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -11631728.000000 Penalty: 3741.313965
	Iteration 104Q: 3 clusters Score -1.163173e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -11631707.000000 Penalty: 3741.313965
	Iteration 105Q: 3 clusters Score -1.163171e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -11631702.000000 Penalty: 3741.313965
	Iteration 106Q: 3 clusters Score -1.16317e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97046 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -11631713.000000 Penalty: 3741.313965
	Iteration 107Q: 3 clusters Score -1.163171e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97085 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -11631708.000000 Penalty: 3741.313965
	Iteration 108Q: 3 clusters Score -1.163171e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97112 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -11631721.000000 Penalty: 3741.313965
	Iteration 109Q: 3 clusters Score -1.163172e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97144 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -11631729.000000 Penalty: 3741.313965
	Iteration 110Q: 3 clusters Score -1.163173e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97176 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -11631725.000000 Penalty: 3741.313965
	Iteration 111Q: 3 clusters Score -1.163172e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97214 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -11631735.000000 Penalty: 3741.313965
	Iteration 112Q: 3 clusters Score -1.163174e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -11631740.000000 Penalty: 3741.313965
	Iteration 113Q: 3 clusters Score -1.163174e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97295 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -11631743.000000 Penalty: 3741.313965
	Iteration 114Q: 3 clusters Score -1.163174e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97323 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -11631735.000000 Penalty: 3741.313965
	Iteration 115Q: 3 clusters Score -1.163174e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97357 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -11631739.000000 Penalty: 3741.313965
	Iteration 116Q: 3 clusters Score -1.163174e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97404 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -11631748.000000 Penalty: 3741.313965
	Iteration 117Q: 3 clusters Score -1.163175e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -11631748.000000 Penalty: 3741.313965
	Iteration 118Q: 3 clusters Score -1.163175e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -11631752.000000 Penalty: 3741.313965
	Iteration 119Q: 3 clusters Score -1.163175e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97499 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -11631765.000000 Penalty: 3741.313965
	Iteration 120F: 3 clusters Score -1.163176e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97533 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -11631758.000000 Penalty: 3741.313965
	Iteration 121Q: 3 clusters Score -1.163176e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97573 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -11631778.000000 Penalty: 3741.313965
	Iteration 122Q: 3 clusters Score -1.163178e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97608 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -11631783.000000 Penalty: 3741.313965
	Iteration 123Q: 3 clusters Score -1.163178e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97637 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -11631784.000000 Penalty: 3741.313965
	Iteration 124Q: 3 clusters Score -1.163178e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97667 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -11631787.000000 Penalty: 3741.313965
	Iteration 125Q: 3 clusters Score -1.163179e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -11631806.000000 Penalty: 3741.313965
	Iteration 126Q: 3 clusters Score -1.163181e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -11631814.000000 Penalty: 3741.313965
	Iteration 127Q: 3 clusters Score -1.163181e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -11631828.000000 Penalty: 3741.313965
	Iteration 128Q: 3 clusters Score -1.163183e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97801 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -11631815.000000 Penalty: 3741.313965
	Iteration 129Q: 3 clusters Score -1.163182e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97829 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -11631818.000000 Penalty: 3741.313965
	Iteration 130Q: 3 clusters Score -1.163182e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -11631828.000000 Penalty: 3741.313965
	Iteration 131Q: 3 clusters Score -1.163183e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97883 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -11631822.000000 Penalty: 3741.313965
	Iteration 132Q: 3 clusters Score -1.163182e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97905 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -11631823.000000 Penalty: 3741.313965
	Iteration 133Q: 3 clusters Score -1.163182e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97926 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -11631829.000000 Penalty: 3741.313965
	Iteration 134Q: 3 clusters Score -1.163183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97953 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -11631840.000000 Penalty: 3741.313965
	Iteration 135Q: 3 clusters Score -1.163184e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97977 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -11631842.000000 Penalty: 3741.313965
	Iteration 136Q: 3 clusters Score -1.163184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97990 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -11631842.000000 Penalty: 3741.313965
	Iteration 137Q: 3 clusters Score -1.163184e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98003 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -11631854.000000 Penalty: 3741.313965
	Iteration 138Q: 3 clusters Score -1.163185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98018 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -11631843.000000 Penalty: 3741.313965
	Iteration 139Q: 3 clusters Score -1.163184e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -11631851.000000 Penalty: 3741.313965
	Iteration 140F: 3 clusters Score -1.163185e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98054 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -11631853.000000 Penalty: 3741.313965
	Iteration 141Q: 3 clusters Score -1.163185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98074 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -11631848.000000 Penalty: 3741.313965
	Iteration 142Q: 3 clusters Score -1.163185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98083 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -11631839.000000 Penalty: 3741.313965
	Iteration 143Q: 3 clusters Score -1.163184e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98093 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -11631848.000000 Penalty: 3741.313965
	Iteration 144Q: 3 clusters Score -1.163185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98108 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -11631847.000000 Penalty: 3741.313965
	Iteration 145Q: 3 clusters Score -1.163185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98129 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -11631869.000000 Penalty: 3741.313965
	Iteration 146Q: 3 clusters Score -1.163187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98148 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -11631873.000000 Penalty: 3741.313965
	Iteration 147Q: 3 clusters Score -1.163187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98160 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11631875.000000 Penalty: 3741.313965
	Iteration 148Q: 3 clusters Score -1.163188e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98185 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -11631878.000000 Penalty: 3741.313965
	Iteration 149Q: 3 clusters Score -1.163188e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98213 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -11631880.000000 Penalty: 3741.313965
	Iteration 150Q: 3 clusters Score -1.163188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98228 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -11631891.000000 Penalty: 3741.313965
	Iteration 151Q: 3 clusters Score -1.163189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98245 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -11631882.000000 Penalty: 3741.313965
	Iteration 152Q: 3 clusters Score -1.163188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98265 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -11631877.000000 Penalty: 3741.313965
	Iteration 153Q: 3 clusters Score -1.163188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98281 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -11631875.000000 Penalty: 3741.313965
	Iteration 154Q: 3 clusters Score -1.163188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98287 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -11631891.000000 Penalty: 3741.313965
	Iteration 155Q: 3 clusters Score -1.163189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98291 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -11631895.000000 Penalty: 3741.313965
	Iteration 156Q: 3 clusters Score -1.16319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -11631885.000000 Penalty: 3741.313965
	Iteration 157Q: 3 clusters Score -1.163188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98297 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -11631885.000000 Penalty: 3741.313965
	Iteration 158Q: 3 clusters Score -1.163188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98298 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -11631887.000000 Penalty: 3741.313965
	Iteration 159Q: 3 clusters Score -1.163189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98298 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -11631883.000000 Penalty: 3741.313965
	Iteration 160F: 3 clusters Score -1.163188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -11631889.000000 Penalty: 3741.313965
	Iteration 161Q: 3 clusters Score -1.163189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98306 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -11631877.000000 Penalty: 3741.313965
	Iteration 162Q: 3 clusters Score -1.163188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -11631890.000000 Penalty: 3741.313965
	Iteration 163Q: 3 clusters Score -1.163189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98315 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -11631890.000000 Penalty: 3741.313965
	Iteration 164Q: 3 clusters Score -1.163189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98316 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11631886.000000 Penalty: 3741.313965
	Iteration 165Q: 3 clusters Score -1.163189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98317 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -11631896.000000 Penalty: 3741.313965
	Iteration 166Q: 3 clusters Score -1.16319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98319 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -11631891.000000 Penalty: 3741.313965
	Iteration 167Q: 3 clusters Score -1.163189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98322 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -11631887.000000 Penalty: 3741.313965
	Iteration 168Q: 3 clusters Score -1.163189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98323 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -11631886.000000 Penalty: 3741.313965
	Iteration 169Q: 3 clusters Score -1.163189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98323 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -11631886.000000 Penalty: 3741.313965
	Iteration 170F: 3 clusters Score -1.163189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Entering Unmasked Estep 
Score: -1255223.250000 Penalty: 1510.236328
	Iteration 0F: 2 clusters Score -1255223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1247470.500000 Penalty: 3020.472656
	Iteration 0F: 3 clusters Score -1247470 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1249969.500000 Penalty: 3020.472656
	Iteration 1F: 3 clusters Score -1249970 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1250205.125000 Penalty: 3020.472656
	Iteration 2F: 3 clusters Score -1250205 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1250422.625000 Penalty: 3020.472656
	Iteration 3Q: 3 clusters Score -1250423 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1250621.250000 Penalty: 3020.472656
	Iteration 4Q: 3 clusters Score -1250621 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1250813.875000 Penalty: 3020.472656
	Iteration 5Q: 3 clusters Score -1250814 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1250994.000000 Penalty: 3020.472656
	Iteration 6Q: 3 clusters Score -1250994 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1251172.625000 Penalty: 3020.472656
	Iteration 7Q: 3 clusters Score -1251173 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1251398.375000 Penalty: 3020.472656
	Iteration 8Q: 3 clusters Score -1251398 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1251662.250000 Penalty: 3020.472656
	Iteration 9Q: 3 clusters Score -1251662 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1251998.375000 Penalty: 3020.472656
	Iteration 10Q: 3 clusters Score -1251998 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1252347.000000 Penalty: 3020.472656
	Iteration 11Q: 3 clusters Score -1252347 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1252689.625000 Penalty: 3020.472656
	Iteration 12Q: 3 clusters Score -1252690 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1252977.750000 Penalty: 3020.472656
	Iteration 13Q: 3 clusters Score -1252978 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1253193.500000 Penalty: 3020.472656
	Iteration 14Q: 3 clusters Score -1253194 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1253342.000000 Penalty: 3020.472656
	Iteration 15Q: 3 clusters Score -1253342 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1253464.625000 Penalty: 3020.472656
	Iteration 16Q: 3 clusters Score -1253465 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1253571.875000 Penalty: 3020.472656
	Iteration 17Q: 3 clusters Score -1253572 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1253655.625000 Penalty: 3020.472656
	Iteration 18Q: 3 clusters Score -1253656 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1253719.125000 Penalty: 3020.472656
	Iteration 19Q: 3 clusters Score -1253719 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1253768.250000 Penalty: 3020.472656
	Iteration 20F: 3 clusters Score -1253768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1253796.625000 Penalty: 3020.472656
	Iteration 21Q: 3 clusters Score -1253797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1253822.625000 Penalty: 3020.472656
	Iteration 22Q: 3 clusters Score -1253823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1253840.375000 Penalty: 3020.472656
	Iteration 23Q: 3 clusters Score -1253840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1253857.750000 Penalty: 3020.472656
	Iteration 24Q: 3 clusters Score -1253858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1253867.250000 Penalty: 3020.472656
	Iteration 25Q: 3 clusters Score -1253867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1253871.250000 Penalty: 3020.472656
	Iteration 26Q: 3 clusters Score -1253871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1253874.875000 Penalty: 3020.472656
	Iteration 27Q: 3 clusters Score -1253875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1253875.750000 Penalty: 3020.472656
	Iteration 28Q: 3 clusters Score -1253876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1253880.750000 Penalty: 3020.472656
	Iteration 29Q: 3 clusters Score -1253881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1253888.750000 Penalty: 3020.472656
	Iteration 30Q: 3 clusters Score -1253889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1253892.125000 Penalty: 3020.472656
	Iteration 31Q: 3 clusters Score -1253892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1253901.000000 Penalty: 3020.472656
	Iteration 32Q: 3 clusters Score -1253901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1253909.125000 Penalty: 3020.472656
	Iteration 33Q: 3 clusters Score -1253909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1253913.125000 Penalty: 3020.472656
	Iteration 34Q: 3 clusters Score -1253913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1253916.500000 Penalty: 3020.472656
	Iteration 35Q: 3 clusters Score -1253916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1253923.375000 Penalty: 3020.472656
	Iteration 36Q: 3 clusters Score -1253923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1253929.000000 Penalty: 3020.472656
	Iteration 37Q: 3 clusters Score -1253929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1253939.875000 Penalty: 3020.472656
	Iteration 38Q: 3 clusters Score -1253940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1253947.625000 Penalty: 3020.472656
	Iteration 39Q: 3 clusters Score -1253948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1253952.375000 Penalty: 3020.472656
	Iteration 40F: 3 clusters Score -1253952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1253956.750000 Penalty: 3020.472656
	Iteration 41Q: 3 clusters Score -1253957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1253964.500000 Penalty: 3020.472656
	Iteration 42Q: 3 clusters Score -1253964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1253968.000000 Penalty: 3020.472656
	Iteration 43Q: 3 clusters Score -1253968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1253968.375000 Penalty: 3020.472656
	Iteration 44Q: 3 clusters Score -1253968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1253975.375000 Penalty: 3020.472656
	Iteration 45Q: 3 clusters Score -1253975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1253976.000000 Penalty: 3020.472656
	Iteration 46Q: 3 clusters Score -1253976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1253979.500000 Penalty: 3020.472656
	Iteration 47Q: 3 clusters Score -1253980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1253983.750000 Penalty: 3020.472656
	Iteration 48Q: 3 clusters Score -1253984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1253984.750000 Penalty: 3020.472656
	Iteration 49Q: 3 clusters Score -1253985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1253988.375000 Penalty: 3020.472656
	Iteration 50Q: 3 clusters Score -1253988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1253992.250000 Penalty: 3020.472656
	Iteration 51Q: 3 clusters Score -1253992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1253993.125000 Penalty: 3020.472656
	Iteration 52Q: 3 clusters Score -1253993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1253996.500000 Penalty: 3020.472656
	Iteration 53Q: 3 clusters Score -1253996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1253997.375000 Penalty: 3020.472656
	Iteration 54Q: 3 clusters Score -1253997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1253996.625000 Penalty: 3020.472656
	Iteration 55Q: 3 clusters Score -1253997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1253996.625000 Penalty: 3020.472656
	Iteration 56F: 3 clusters Score -1253997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (66703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Entering Unmasked Estep 
Score: -7753074.000000 Penalty: 1805.050903
	Iteration 0F: 2 clusters Score -7753074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -7708376.500000 Penalty: 3610.101807
	Iteration 0F: 3 clusters Score -7708376 nChanged 31638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -7726147.500000 Penalty: 3610.101807
	Iteration 1F: 3 clusters Score -7726148 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -7726556.500000 Penalty: 3610.101807
	Iteration 2Q: 3 clusters Score -7726556 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -7727009.000000 Penalty: 3610.101807
	Iteration 3Q: 3 clusters Score -7727009 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -7727476.000000 Penalty: 3610.101807
	Iteration 4Q: 3 clusters Score -7727476 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -7728137.500000 Penalty: 3610.101807
	Iteration 5Q: 3 clusters Score -7728138 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -7728936.000000 Penalty: 3610.101807
	Iteration 6Q: 3 clusters Score -7728936 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -7730128.500000 Penalty: 3610.101807
	Iteration 7Q: 3 clusters Score -7730128 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -7731936.500000 Penalty: 3610.101807
	Iteration 8F: 3 clusters Score -7731936 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -7734748.500000 Penalty: 3610.101807
	Iteration 9F: 3 clusters Score -7734748 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -7738853.000000 Penalty: 3610.101807
	Iteration 10F: 3 clusters Score -7738853 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -7743555.000000 Penalty: 3610.101807
	Iteration 11F: 3 clusters Score -7743555 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -7747513.500000 Penalty: 3610.101807
	Iteration 12F: 3 clusters Score -7747514 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7749996.000000 Penalty: 3610.101807
	Iteration 13Q: 3 clusters Score -7749996 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7751050.500000 Penalty: 3610.101807
	Iteration 14Q: 3 clusters Score -7751050 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7751345.500000 Penalty: 3610.101807
	Iteration 15Q: 3 clusters Score -7751346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7751434.000000 Penalty: 3610.101807
	Iteration 16Q: 3 clusters Score -7751434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7751452.000000 Penalty: 3610.101807
	Iteration 17Q: 3 clusters Score -7751452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66610 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7751475.000000 Penalty: 3610.101807
	Iteration 18Q: 3 clusters Score -7751475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7751494.000000 Penalty: 3610.101807
	Iteration 19Q: 3 clusters Score -7751494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7751508.500000 Penalty: 3610.101807
	Iteration 20F: 3 clusters Score -7751508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66616 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7751510.000000 Penalty: 3610.101807
	Iteration 21Q: 3 clusters Score -7751510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66616 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7751510.000000 Penalty: 3610.101807
	Iteration 22F: 3 clusters Score -7751510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Entering Unmasked Estep 
Score: -4393826.000000 Penalty: 1712.161865
	Iteration 0F: 2 clusters Score -4393826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -4368467.000000 Penalty: 3424.323730
	Iteration 0F: 3 clusters Score -4368467 nChanged 17433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -4378282.000000 Penalty: 3424.323730
	Iteration 1F: 3 clusters Score -4378282 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4378689.500000 Penalty: 3424.323730
	Iteration 2Q: 3 clusters Score -4378690 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -4379137.000000 Penalty: 3424.323730
	Iteration 3Q: 3 clusters Score -4379137 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4379587.500000 Penalty: 3424.323730
	Iteration 4Q: 3 clusters Score -4379588 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -4380082.000000 Penalty: 3424.323730
	Iteration 5Q: 3 clusters Score -4380082 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -4380692.000000 Penalty: 3424.323730
	Iteration 6Q: 3 clusters Score -4380692 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -4381430.500000 Penalty: 3424.323730
	Iteration 7Q: 3 clusters Score -4381430 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -4382263.500000 Penalty: 3424.323730
	Iteration 8Q: 3 clusters Score -4382264 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -4383299.000000 Penalty: 3424.323730
	Iteration 9Q: 3 clusters Score -4383299 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -4384488.500000 Penalty: 3424.323730
	Iteration 10Q: 3 clusters Score -4384488 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -4385671.000000 Penalty: 3424.323730
	Iteration 11Q: 3 clusters Score -4385671 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -4386708.000000 Penalty: 3424.323730
	Iteration 12Q: 3 clusters Score -4386708 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -4387579.000000 Penalty: 3424.323730
	Iteration 13Q: 3 clusters Score -4387579 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -4388217.000000 Penalty: 3424.323730
	Iteration 14Q: 3 clusters Score -4388217 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -4388735.500000 Penalty: 3424.323730
	Iteration 15Q: 3 clusters Score -4388736 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -4389148.000000 Penalty: 3424.323730
	Iteration 16Q: 3 clusters Score -4389148 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -4389490.000000 Penalty: 3424.323730
	Iteration 17Q: 3 clusters Score -4389490 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -4389819.000000 Penalty: 3424.323730
	Iteration 18Q: 3 clusters Score -4389819 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -4390069.500000 Penalty: 3424.323730
	Iteration 19Q: 3 clusters Score -4390070 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -4390306.000000 Penalty: 3424.323730
	Iteration 20F: 3 clusters Score -4390306 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -4390524.000000 Penalty: 3424.323730
	Iteration 21Q: 3 clusters Score -4390524 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -4390706.000000 Penalty: 3424.323730
	Iteration 22Q: 3 clusters Score -4390706 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -4390867.000000 Penalty: 3424.323730
	Iteration 23Q: 3 clusters Score -4390867 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -4390989.500000 Penalty: 3424.323730
	Iteration 24Q: 3 clusters Score -4390990 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4391089.000000 Penalty: 3424.323730
	Iteration 25Q: 3 clusters Score -4391089 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -4391162.500000 Penalty: 3424.323730
	Iteration 26Q: 3 clusters Score -4391162 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -4391222.500000 Penalty: 3424.323730
	Iteration 27Q: 3 clusters Score -4391222 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -4391275.000000 Penalty: 3424.323730
	Iteration 28Q: 3 clusters Score -4391275 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -4391333.000000 Penalty: 3424.323730
	Iteration 29Q: 3 clusters Score -4391333 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -4391394.500000 Penalty: 3424.323730
	Iteration 30Q: 3 clusters Score -4391394 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -4391448.500000 Penalty: 3424.323730
	Iteration 31Q: 3 clusters Score -4391448 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -4391481.500000 Penalty: 3424.323730
	Iteration 32Q: 3 clusters Score -4391482 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -4391535.000000 Penalty: 3424.323730
	Iteration 33Q: 3 clusters Score -4391535 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -4391570.000000 Penalty: 3424.323730
	Iteration 34Q: 3 clusters Score -4391570 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4391615.500000 Penalty: 3424.323730
	Iteration 35Q: 3 clusters Score -4391616 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -4391653.500000 Penalty: 3424.323730
	Iteration 36Q: 3 clusters Score -4391654 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -4391713.500000 Penalty: 3424.323730
	Iteration 37Q: 3 clusters Score -4391714 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -4391722.000000 Penalty: 3424.323730
	Iteration 38Q: 3 clusters Score -4391722 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -4391770.000000 Penalty: 3424.323730
	Iteration 39Q: 3 clusters Score -4391770 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -4391810.000000 Penalty: 3424.323730
	Iteration 40F: 3 clusters Score -4391810 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -4391833.000000 Penalty: 3424.323730
	Iteration 41Q: 3 clusters Score -4391833 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -4391874.000000 Penalty: 3424.323730
	Iteration 42Q: 3 clusters Score -4391874 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -4391892.000000 Penalty: 3424.323730
	Iteration 43Q: 3 clusters Score -4391892 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -4391920.500000 Penalty: 3424.323730
	Iteration 44Q: 3 clusters Score -4391920 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -4391933.000000 Penalty: 3424.323730
	Iteration 45Q: 3 clusters Score -4391933 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -4391950.000000 Penalty: 3424.323730
	Iteration 46Q: 3 clusters Score -4391950 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -4391971.000000 Penalty: 3424.323730
	Iteration 47Q: 3 clusters Score -4391971 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -4391976.000000 Penalty: 3424.323730
	Iteration 48Q: 3 clusters Score -4391976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -4391971.000000 Penalty: 3424.323730
	Iteration 49Q: 3 clusters Score -4391971 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -4391997.000000 Penalty: 3424.323730
	Iteration 50Q: 3 clusters Score -4391997 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -4392018.500000 Penalty: 3424.323730
	Iteration 51Q: 3 clusters Score -4392018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -4392014.000000 Penalty: 3424.323730
	Iteration 52Q: 3 clusters Score -4392014 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -4392021.500000 Penalty: 3424.323730
	Iteration 53Q: 3 clusters Score -4392022 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -4392035.500000 Penalty: 3424.323730
	Iteration 54Q: 3 clusters Score -4392036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -4392057.500000 Penalty: 3424.323730
	Iteration 55Q: 3 clusters Score -4392058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -4392059.500000 Penalty: 3424.323730
	Iteration 56Q: 3 clusters Score -4392060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -4392060.000000 Penalty: 3424.323730
	Iteration 57Q: 3 clusters Score -4392060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -4392059.000000 Penalty: 3424.323730
	Iteration 58Q: 3 clusters Score -4392059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4392060.000000 Penalty: 3424.323730
	Iteration 59Q: 3 clusters Score -4392060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -4392056.000000 Penalty: 3424.323730
	Iteration 60F: 3 clusters Score -4392056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4392064.500000 Penalty: 3424.323730
	Iteration 61Q: 3 clusters Score -4392064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4392058.500000 Penalty: 3424.323730
	Iteration 62Q: 3 clusters Score -4392058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4392060.000000 Penalty: 3424.323730
	Iteration 63Q: 3 clusters Score -4392060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4392062.500000 Penalty: 3424.323730
	Iteration 64Q: 3 clusters Score -4392062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -4392061.500000 Penalty: 3424.323730
	Iteration 65Q: 3 clusters Score -4392062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -4392061.500000 Penalty: 3424.323730
	Iteration 66Q: 3 clusters Score -4392062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -4392062.500000 Penalty: 3424.323730
	Iteration 67Q: 3 clusters Score -4392062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -4392063.500000 Penalty: 3424.323730
	Iteration 68Q: 3 clusters Score -4392064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -4392063.500000 Penalty: 3424.323730
	Iteration 69F: 3 clusters Score -4392064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47002 members 
Mstep: Class 7 contains 148642 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15497 members 
Mstep: Class 11 contains 3684 members 
Mstep: Class 12 contains 91086 members 
Mstep: Class 13 contains 14619 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147515 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 31995 members 
Mstep: Class 20 contains 5961 members 
Mstep: Class 21 contains 99881 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 66703 members 
Mstep: Class 24 contains 37661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102584.000000 Penalty: 55745.789062
Iteration 359Q: 26 clusters Score -1.021026e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47002 members 
Mstep: Class 7 contains 148644 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15610 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 91168 members 
Mstep: Class 13 contains 14625 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147517 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 32238 members 
Mstep: Class 20 contains 5954 members 
Mstep: Class 21 contains 100367 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 66634 members 
Mstep: Class 24 contains 37644 members 
Mstep: Class 25 contains 90257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102928.000000 Penalty: 55745.789062
Iteration 360F: 26 clusters Score -1.021029e+08 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5827 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148640 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15532 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 91083 members 
Mstep: Class 13 contains 14641 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147520 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 32244 members 
Mstep: Class 20 contains 5949 members 
Mstep: Class 21 contains 100172 members 
Mstep: Class 22 contains 10869 members 
Mstep: Class 23 contains 66593 members 
Mstep: Class 24 contains 37570 members 
Mstep: Class 25 contains 90735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102648.000000 Penalty: 55745.789062
Iteration 361Q: 26 clusters Score -1.021026e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 5814 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148635 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15491 members 
Mstep: Class 11 contains 3697 members 
Mstep: Class 12 contains 91050 members 
Mstep: Class 13 contains 14638 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147521 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 32285 members 
Mstep: Class 20 contains 5939 members 
Mstep: Class 21 contains 99903 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 66565 members 
Mstep: Class 24 contains 37450 members 
Mstep: Class 25 contains 91217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102464.000000 Penalty: 55745.789062
Iteration 362Q: 26 clusters Score -1.021025e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 5802 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148630 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15472 members 
Mstep: Class 11 contains 3694 members 
Mstep: Class 12 contains 91033 members 
Mstep: Class 13 contains 14636 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147522 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 32359 members 
Mstep: Class 20 contains 5930 members 
Mstep: Class 21 contains 99599 members 
Mstep: Class 22 contains 10873 members 
Mstep: Class 23 contains 66529 members 
Mstep: Class 24 contains 37253 members 
Mstep: Class 25 contains 91743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102688.000000 Penalty: 55745.789062
Iteration 363Q: 26 clusters Score -1.021027e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 5785 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148629 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15457 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 91016 members 
Mstep: Class 13 contains 14646 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147523 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 32468 members 
Mstep: Class 20 contains 5925 members 
Mstep: Class 21 contains 99281 members 
Mstep: Class 22 contains 10875 members 
Mstep: Class 23 contains 66470 members 
Mstep: Class 24 contains 36997 members 
Mstep: Class 25 contains 92312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102600.000000 Penalty: 55745.789062
Iteration 364Q: 26 clusters Score -1.021026e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 5767 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148630 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15443 members 
Mstep: Class 11 contains 3692 members 
Mstep: Class 12 contains 90996 members 
Mstep: Class 13 contains 14658 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147522 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 32616 members 
Mstep: Class 20 contains 5921 members 
Mstep: Class 21 contains 98937 members 
Mstep: Class 22 contains 10877 members 
Mstep: Class 23 contains 66401 members 
Mstep: Class 24 contains 36714 members 
Mstep: Class 25 contains 92903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102800.000000 Penalty: 55745.789062
Iteration 365Q: 26 clusters Score -1.021028e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 5750 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148629 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15420 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 90997 members 
Mstep: Class 13 contains 14658 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147524 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 32807 members 
Mstep: Class 20 contains 5919 members 
Mstep: Class 21 contains 98558 members 
Mstep: Class 22 contains 10877 members 
Mstep: Class 23 contains 66354 members 
Mstep: Class 24 contains 36371 members 
Mstep: Class 25 contains 93524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102968.000000 Penalty: 55745.789062
Iteration 366Q: 26 clusters Score -1.02103e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148628 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15388 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 91000 members 
Mstep: Class 13 contains 14671 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147523 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 32978 members 
Mstep: Class 20 contains 5912 members 
Mstep: Class 21 contains 98140 members 
Mstep: Class 22 contains 10877 members 
Mstep: Class 23 contains 66298 members 
Mstep: Class 24 contains 36027 members 
Mstep: Class 25 contains 94219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102102856.000000 Penalty: 55745.789062
Iteration 367Q: 26 clusters Score -1.021029e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5709 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 148624 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15358 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 90999 members 
Mstep: Class 13 contains 14682 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147522 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 33171 members 
Mstep: Class 20 contains 5904 members 
Mstep: Class 21 contains 97608 members 
Mstep: Class 22 contains 10877 members 
Mstep: Class 23 contains 66235 members 
Mstep: Class 24 contains 35719 members 
Mstep: Class 25 contains 94985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103440.000000 Penalty: 55745.789062
Iteration 368Q: 26 clusters Score -1.021034e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5688 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148623 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15328 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 91001 members 
Mstep: Class 13 contains 14691 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147521 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 33400 members 
Mstep: Class 20 contains 5892 members 
Mstep: Class 21 contains 97040 members 
Mstep: Class 22 contains 10877 members 
Mstep: Class 23 contains 66201 members 
Mstep: Class 24 contains 35440 members 
Mstep: Class 25 contains 95688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103568.000000 Penalty: 55745.789062
Iteration 369Q: 26 clusters Score -1.021036e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5660 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148623 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15325 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 91008 members 
Mstep: Class 13 contains 14718 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15662 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147522 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 33616 members 
Mstep: Class 20 contains 5883 members 
Mstep: Class 21 contains 96490 members 
Mstep: Class 22 contains 10876 members 
Mstep: Class 23 contains 66169 members 
Mstep: Class 24 contains 35144 members 
Mstep: Class 25 contains 96356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103712.000000 Penalty: 55745.789062
Iteration 370Q: 26 clusters Score -1.021037e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5638 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148622 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15307 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 91005 members 
Mstep: Class 13 contains 14739 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15661 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147523 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 33849 members 
Mstep: Class 20 contains 5876 members 
Mstep: Class 21 contains 95931 members 
Mstep: Class 22 contains 10876 members 
Mstep: Class 23 contains 66139 members 
Mstep: Class 24 contains 34907 members 
Mstep: Class 25 contains 96981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103840.000000 Penalty: 55745.789062
Iteration 371Q: 26 clusters Score -1.021038e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5620 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148623 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15290 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 90990 members 
Mstep: Class 13 contains 14766 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147524 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 34045 members 
Mstep: Class 20 contains 5878 members 
Mstep: Class 21 contains 95418 members 
Mstep: Class 22 contains 10876 members 
Mstep: Class 23 contains 66114 members 
Mstep: Class 24 contains 34699 members 
Mstep: Class 25 contains 97553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103696.000000 Penalty: 55745.789062
Iteration 372Q: 26 clusters Score -1.021037e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5598 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 148624 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15281 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 90978 members 
Mstep: Class 13 contains 14796 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147523 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 34238 members 
Mstep: Class 20 contains 5878 members 
Mstep: Class 21 contains 94933 members 
Mstep: Class 22 contains 10876 members 
Mstep: Class 23 contains 66109 members 
Mstep: Class 24 contains 34488 members 
Mstep: Class 25 contains 98074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103560.000000 Penalty: 55745.789062
Iteration 373Q: 26 clusters Score -1.021036e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5575 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 148623 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15275 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 90962 members 
Mstep: Class 13 contains 14819 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147522 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 34431 members 
Mstep: Class 20 contains 5881 members 
Mstep: Class 21 contains 94445 members 
Mstep: Class 22 contains 10876 members 
Mstep: Class 23 contains 66113 members 
Mstep: Class 24 contains 34302 members 
Mstep: Class 25 contains 98570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102103936.000000 Penalty: 55745.789062
Iteration 374Q: 26 clusters Score -1.021039e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5553 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 148623 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15263 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 90957 members 
Mstep: Class 13 contains 14832 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147523 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 34613 members 
Mstep: Class 20 contains 5885 members 
Mstep: Class 21 contains 94040 members 
Mstep: Class 22 contains 10876 members 
Mstep: Class 23 contains 66126 members 
Mstep: Class 24 contains 34099 members 
Mstep: Class 25 contains 99006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104120.000000 Penalty: 55745.789062
Iteration 375Q: 26 clusters Score -1.021041e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 148624 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15261 members 
Mstep: Class 11 contains 3686 members 
Mstep: Class 12 contains 90951 members 
Mstep: Class 13 contains 14844 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147523 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 34755 members 
Mstep: Class 20 contains 5884 members 
Mstep: Class 21 contains 93660 members 
Mstep: Class 22 contains 10877 members 
Mstep: Class 23 contains 66129 members 
Mstep: Class 24 contains 33888 members 
Mstep: Class 25 contains 99464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104136.000000 Penalty: 55745.789062
Iteration 376Q: 26 clusters Score -1.021041e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5524 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 148621 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15265 members 
Mstep: Class 11 contains 3683 members 
Mstep: Class 12 contains 90946 members 
Mstep: Class 13 contains 14847 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147524 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 34923 members 
Mstep: Class 20 contains 5878 members 
Mstep: Class 21 contains 93300 members 
Mstep: Class 22 contains 10878 members 
Mstep: Class 23 contains 66141 members 
Mstep: Class 24 contains 33664 members 
Mstep: Class 25 contains 99888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104152.000000 Penalty: 55745.789062
Iteration 377Q: 26 clusters Score -1.021042e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5513 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 148622 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15272 members 
Mstep: Class 11 contains 3683 members 
Mstep: Class 12 contains 90938 members 
Mstep: Class 13 contains 14860 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147525 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 35109 members 
Mstep: Class 20 contains 5874 members 
Mstep: Class 21 contains 92965 members 
Mstep: Class 22 contains 10878 members 
Mstep: Class 23 contains 66115 members 
Mstep: Class 24 contains 33431 members 
Mstep: Class 25 contains 100297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104312.000000 Penalty: 55745.789062
Iteration 378Q: 26 clusters Score -1.021043e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5495 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47006 members 
Mstep: Class 7 contains 148621 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 3682 members 
Mstep: Class 12 contains 90936 members 
Mstep: Class 13 contains 14877 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147524 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 35325 members 
Mstep: Class 20 contains 5870 members 
Mstep: Class 21 contains 92580 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 66079 members 
Mstep: Class 24 contains 33244 members 
Mstep: Class 25 contains 100690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104256.000000 Penalty: 55745.789062
Iteration 379Q: 26 clusters Score -1.021043e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5483 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148620 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15266 members 
Mstep: Class 11 contains 3682 members 
Mstep: Class 12 contains 90944 members 
Mstep: Class 13 contains 14891 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147522 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 35510 members 
Mstep: Class 20 contains 5869 members 
Mstep: Class 21 contains 92249 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 66012 members 
Mstep: Class 24 contains 33086 members 
Mstep: Class 25 contains 101068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104264.000000 Penalty: 55745.789062
Iteration 380F: 26 clusters Score -1.021043e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5472 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148623 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15275 members 
Mstep: Class 11 contains 3681 members 
Mstep: Class 12 contains 90946 members 
Mstep: Class 13 contains 14904 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147520 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 35691 members 
Mstep: Class 20 contains 5870 members 
Mstep: Class 21 contains 91963 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 65951 members 
Mstep: Class 24 contains 32943 members 
Mstep: Class 25 contains 101363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104088.000000 Penalty: 55745.789062
Iteration 381Q: 26 clusters Score -1.021041e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5458 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47008 members 
Mstep: Class 7 contains 148623 members 
Mstep: Class 8 contains 38866 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15279 members 
Mstep: Class 11 contains 3684 members 
Mstep: Class 12 contains 90952 members 
Mstep: Class 13 contains 14911 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147518 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 35880 members 
Mstep: Class 20 contains 5878 members 
Mstep: Class 21 contains 91688 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 65877 members 
Mstep: Class 24 contains 32823 members 
Mstep: Class 25 contains 101630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104048.000000 Penalty: 55745.789062
Iteration 382Q: 26 clusters Score -1.02104e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5445 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47008 members 
Mstep: Class 7 contains 148624 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15273 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 90950 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147515 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 36095 members 
Mstep: Class 20 contains 5877 members 
Mstep: Class 21 contains 91408 members 
Mstep: Class 22 contains 10880 members 
Mstep: Class 23 contains 65787 members 
Mstep: Class 24 contains 32706 members 
Mstep: Class 25 contains 101913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104264.000000 Penalty: 55745.789062
Iteration 383Q: 26 clusters Score -1.021043e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5428 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47008 members 
Mstep: Class 7 contains 148626 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15277 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 12 contains 90959 members 
Mstep: Class 13 contains 14922 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147516 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 36294 members 
Mstep: Class 20 contains 5878 members 
Mstep: Class 21 contains 91135 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 65704 members 
Mstep: Class 24 contains 32586 members 
Mstep: Class 25 contains 102182 members 
Entering Unmasked Estep 
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Iteration 384Q: 26 clusters Score -1.021045e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5415 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47010 members 
Mstep: Class 7 contains 148625 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15279 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 90969 members 
Mstep: Class 13 contains 14928 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147516 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 36516 members 
Mstep: Class 20 contains 5885 members 
Mstep: Class 21 contains 90871 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 65596 members 
Mstep: Class 24 contains 32474 members 
Mstep: Class 25 contains 102428 members 
Entering Unmasked Estep 
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Score: -102104440.000000 Penalty: 55745.789062
Iteration 385Q: 26 clusters Score -1.021044e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5404 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 148627 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15267 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 12 contains 90981 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147515 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 36740 members 
Mstep: Class 20 contains 5884 members 
Mstep: Class 21 contains 90575 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 65491 members 
Mstep: Class 24 contains 32361 members 
Mstep: Class 25 contains 102717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104472.000000 Penalty: 55745.789062
Iteration 386Q: 26 clusters Score -1.021045e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5389 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47012 members 
Mstep: Class 7 contains 148627 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15264 members 
Mstep: Class 11 contains 3694 members 
Mstep: Class 12 contains 90979 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147514 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 36961 members 
Mstep: Class 20 contains 5889 members 
Mstep: Class 21 contains 90271 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 65402 members 
Mstep: Class 24 contains 32248 members 
Mstep: Class 25 contains 103012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104592.000000 Penalty: 55745.789062
Iteration 387Q: 26 clusters Score -1.021046e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5373 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 148626 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 90982 members 
Mstep: Class 13 contains 14948 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147513 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 37145 members 
Mstep: Class 20 contains 5898 members 
Mstep: Class 21 contains 90065 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 65328 members 
Mstep: Class 24 contains 32132 members 
Mstep: Class 25 contains 103234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104576.000000 Penalty: 55745.789062
Iteration 388Q: 26 clusters Score -1.021046e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5359 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 148626 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 90987 members 
Mstep: Class 13 contains 14942 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147513 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 37328 members 
Mstep: Class 20 contains 5907 members 
Mstep: Class 21 contains 89888 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 65264 members 
Mstep: Class 24 contains 31990 members 
Mstep: Class 25 contains 103447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104560.000000 Penalty: 55745.789062
Iteration 389Q: 26 clusters Score -1.021046e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5343 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 148628 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15251 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 90992 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147514 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 37499 members 
Mstep: Class 20 contains 5914 members 
Mstep: Class 21 contains 89748 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 65210 members 
Mstep: Class 24 contains 31843 members 
Mstep: Class 25 contains 103624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104624.000000 Penalty: 55745.789062
Iteration 390Q: 26 clusters Score -1.021046e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5322 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 148628 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 90995 members 
Mstep: Class 13 contains 14955 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147514 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 5918 members 
Mstep: Class 21 contains 89622 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 65151 members 
Mstep: Class 24 contains 31708 members 
Mstep: Class 25 contains 103788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104712.000000 Penalty: 55745.789062
Iteration 391Q: 26 clusters Score -1.021047e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 148628 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15267 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 90994 members 
Mstep: Class 13 contains 14963 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147514 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 37793 members 
Mstep: Class 20 contains 5920 members 
Mstep: Class 21 contains 89548 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 65098 members 
Mstep: Class 24 contains 31595 members 
Mstep: Class 25 contains 103880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104680.000000 Penalty: 55745.789062
Iteration 392Q: 26 clusters Score -1.021047e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5289 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 148629 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15263 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 90992 members 
Mstep: Class 13 contains 14964 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147515 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 37933 members 
Mstep: Class 20 contains 5924 members 
Mstep: Class 21 contains 89463 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 65038 members 
Mstep: Class 24 contains 31492 members 
Mstep: Class 25 contains 104006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104528.000000 Penalty: 55745.789062
Iteration 393Q: 26 clusters Score -1.021045e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5270 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 148630 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 90988 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147515 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 38077 members 
Mstep: Class 20 contains 5926 members 
Mstep: Class 21 contains 89409 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 64978 members 
Mstep: Class 24 contains 31403 members 
Mstep: Class 25 contains 104086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104528.000000 Penalty: 55745.789062
Iteration 394Q: 26 clusters Score -1.021045e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5240 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 148630 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15261 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 90993 members 
Mstep: Class 13 contains 14976 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147514 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 38224 members 
Mstep: Class 20 contains 5925 members 
Mstep: Class 21 contains 89352 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 64911 members 
Mstep: Class 24 contains 31312 members 
Mstep: Class 25 contains 104171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104600.000000 Penalty: 55745.789062
Iteration 395Q: 26 clusters Score -1.021046e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 5205 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 148628 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15261 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 91000 members 
Mstep: Class 13 contains 14992 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147514 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 38375 members 
Mstep: Class 20 contains 5927 members 
Mstep: Class 21 contains 89296 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 64834 members 
Mstep: Class 24 contains 31223 members 
Mstep: Class 25 contains 104253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104680.000000 Penalty: 55745.789062
Iteration 396Q: 26 clusters Score -1.021047e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 5184 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 148631 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15264 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 91007 members 
Mstep: Class 13 contains 14991 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147514 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 38544 members 
Mstep: Class 20 contains 5931 members 
Mstep: Class 21 contains 89239 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 64734 members 
Mstep: Class 24 contains 31110 members 
Mstep: Class 25 contains 104360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104872.000000 Penalty: 55745.789062
Iteration 397Q: 26 clusters Score -1.021049e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 5164 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 148632 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15265 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 91009 members 
Mstep: Class 13 contains 14980 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147514 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 38702 members 
Mstep: Class 20 contains 5927 members 
Mstep: Class 21 contains 89182 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 64640 members 
Mstep: Class 24 contains 31001 members 
Mstep: Class 25 contains 104491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104880.000000 Penalty: 55745.789062
Iteration 398Q: 26 clusters Score -1.021049e+08 nChanged 634
Entering ConstructFrom: 
Score: -102104880.000000 Penalty: 55745.789062
Entering ConstructFrom: 
Trying to split cluster 1 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -261423.296875 Penalty: 1270.167725
	Iteration 0F: 2 clusters Score -261423.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -259135.000000 Penalty: 2540.335449
	Iteration 0F: 3 clusters Score -259135 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -259744.359375 Penalty: 2540.335449
	Iteration 1F: 3 clusters Score -259744.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -260052.546875 Penalty: 2540.335449
	Iteration 2F: 3 clusters Score -260052.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -260397.734375 Penalty: 2540.335449
	Iteration 3F: 3 clusters Score -260397.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -260666.015625 Penalty: 2540.335449
	Iteration 4F: 3 clusters Score -260666 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -260878.625000 Penalty: 2540.335449
	Iteration 5F: 3 clusters Score -260878.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -261047.796875 Penalty: 2540.335449
	Iteration 6F: 3 clusters Score -261047.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -261121.031250 Penalty: 2540.335449
	Iteration 7Q: 3 clusters Score -261121 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -261153.718750 Penalty: 2540.335449
	Iteration 8Q: 3 clusters Score -261153.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -261178.375000 Penalty: 2540.335449
	Iteration 9Q: 3 clusters Score -261178.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -261193.531250 Penalty: 2540.335449
	Iteration 10Q: 3 clusters Score -261193.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -261199.078125 Penalty: 2540.335449
	Iteration 11Q: 3 clusters Score -261199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -261201.187500 Penalty: 2540.335449
	Iteration 12Q: 3 clusters Score -261201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -261202.390625 Penalty: 2540.335449
	Iteration 13Q: 3 clusters Score -261202.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -261202.843750 Penalty: 2540.335449
	Iteration 14Q: 3 clusters Score -261202.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -261203.515625 Penalty: 2540.335449
	Iteration 15Q: 3 clusters Score -261203.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -261204.406250 Penalty: 2540.335449
	Iteration 16Q: 3 clusters Score -261204.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -261205.281250 Penalty: 2540.335449
	Iteration 17Q: 3 clusters Score -261205.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -261206.328125 Penalty: 2540.335449
	Iteration 18Q: 3 clusters Score -261206.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -261206.328125 Penalty: 2540.335449
	Iteration 19F: 3 clusters Score -261206.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -455040.968750 Penalty: 1355.517944
	Iteration 0F: 2 clusters Score -455041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -451589.968750 Penalty: 2711.035889
	Iteration 0F: 3 clusters Score -451590 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -452655.250000 Penalty: 2711.035889
	Iteration 1F: 3 clusters Score -452655.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -453045.750000 Penalty: 2711.035889
	Iteration 2F: 3 clusters Score -453045.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -453313.343750 Penalty: 2711.035889
	Iteration 3F: 3 clusters Score -453313.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -453593.812500 Penalty: 2711.035889
	Iteration 4F: 3 clusters Score -453593.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -453925.000000 Penalty: 2711.035889
	Iteration 5F: 3 clusters Score -453925 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -454295.531250 Penalty: 2711.035889
	Iteration 6F: 3 clusters Score -454295.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -454593.500000 Penalty: 2711.035889
	Iteration 7F: 3 clusters Score -454593.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -454771.843750 Penalty: 2711.035889
	Iteration 8Q: 3 clusters Score -454771.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -454865.781250 Penalty: 2711.035889
	Iteration 9Q: 3 clusters Score -454865.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -454930.156250 Penalty: 2711.035889
	Iteration 10Q: 3 clusters Score -454930.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -454958.656250 Penalty: 2711.035889
	Iteration 11Q: 3 clusters Score -454958.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -454974.937500 Penalty: 2711.035889
	Iteration 12Q: 3 clusters Score -454974.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -454984.125000 Penalty: 2711.035889
	Iteration 13Q: 3 clusters Score -454984.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -454988.312500 Penalty: 2711.035889
	Iteration 14Q: 3 clusters Score -454988.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -454990.187500 Penalty: 2711.035889
	Iteration 15Q: 3 clusters Score -454990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -454991.437500 Penalty: 2711.035889
	Iteration 16Q: 3 clusters Score -454991.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -454991.437500 Penalty: 2711.035889
	Iteration 17F: 3 clusters Score -454991.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Entering Unmasked Estep 
Score: -591693.437500 Penalty: 1388.436523
	Iteration 0F: 2 clusters Score -591693.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -587655.250000 Penalty: 2776.873047
	Iteration 0F: 3 clusters Score -587655.2 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -588798.687500 Penalty: 2776.873047
	Iteration 1F: 3 clusters Score -588798.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -588940.187500 Penalty: 2776.873047
	Iteration 2F: 3 clusters Score -588940.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -589029.312500 Penalty: 2776.873047
	Iteration 3Q: 3 clusters Score -589029.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -589102.437500 Penalty: 2776.873047
	Iteration 4Q: 3 clusters Score -589102.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -589164.812500 Penalty: 2776.873047
	Iteration 5Q: 3 clusters Score -589164.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -589226.312500 Penalty: 2776.873047
	Iteration 6Q: 3 clusters Score -589226.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -589307.812500 Penalty: 2776.873047
	Iteration 7Q: 3 clusters Score -589307.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -589421.000000 Penalty: 2776.873047
	Iteration 8Q: 3 clusters Score -589421 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -589576.687500 Penalty: 2776.873047
	Iteration 9Q: 3 clusters Score -589576.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -589770.687500 Penalty: 2776.873047
	Iteration 10F: 3 clusters Score -589770.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -590011.562500 Penalty: 2776.873047
	Iteration 11F: 3 clusters Score -590011.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -590241.500000 Penalty: 2776.873047
	Iteration 12Q: 3 clusters Score -590241.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -590474.812500 Penalty: 2776.873047
	Iteration 13Q: 3 clusters Score -590474.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -590647.312500 Penalty: 2776.873047
	Iteration 14Q: 3 clusters Score -590647.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -590787.000000 Penalty: 2776.873047
	Iteration 15Q: 3 clusters Score -590787 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -590903.312500 Penalty: 2776.873047
	Iteration 16Q: 3 clusters Score -590903.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -590979.312500 Penalty: 2776.873047
	Iteration 17Q: 3 clusters Score -590979.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -590996.562500 Penalty: 2776.873047
	Iteration 18Q: 3 clusters Score -590996.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -591009.625000 Penalty: 2776.873047
	Iteration 19Q: 3 clusters Score -591009.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -591017.875000 Penalty: 2776.873047
	Iteration 20F: 3 clusters Score -591017.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -591021.437500 Penalty: 2776.873047
	Iteration 21Q: 3 clusters Score -591021.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -591023.750000 Penalty: 2776.873047
	Iteration 22Q: 3 clusters Score -591023.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -591025.187500 Penalty: 2776.873047
	Iteration 23Q: 3 clusters Score -591025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -591026.812500 Penalty: 2776.873047
	Iteration 24Q: 3 clusters Score -591026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -591026.812500 Penalty: 2776.873047
	Iteration 25F: 3 clusters Score -591026.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Entering Unmasked Estep 
Score: -1570389.625000 Penalty: 1546.431274
	Iteration 0F: 2 clusters Score -1570390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1560899.250000 Penalty: 3092.862549
	Iteration 0F: 3 clusters Score -1560899 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1564069.375000 Penalty: 3092.862549
	Iteration 1F: 3 clusters Score -1564069 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1564403.625000 Penalty: 3092.862549
	Iteration 2F: 3 clusters Score -1564404 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1564757.125000 Penalty: 3092.862549
	Iteration 3F: 3 clusters Score -1564757 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1565119.250000 Penalty: 3092.862549
	Iteration 4F: 3 clusters Score -1565119 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1565477.000000 Penalty: 3092.862549
	Iteration 5F: 3 clusters Score -1565477 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1565844.625000 Penalty: 3092.862549
	Iteration 6Q: 3 clusters Score -1565845 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1566187.000000 Penalty: 3092.862549
	Iteration 7Q: 3 clusters Score -1566187 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1566526.125000 Penalty: 3092.862549
	Iteration 8Q: 3 clusters Score -1566526 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1566892.000000 Penalty: 3092.862549
	Iteration 9Q: 3 clusters Score -1566892 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1567202.250000 Penalty: 3092.862549
	Iteration 10Q: 3 clusters Score -1567202 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1567430.000000 Penalty: 3092.862549
	Iteration 11Q: 3 clusters Score -1567430 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1567585.625000 Penalty: 3092.862549
	Iteration 12Q: 3 clusters Score -1567586 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1567701.375000 Penalty: 3092.862549
	Iteration 13Q: 3 clusters Score -1567701 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1567769.625000 Penalty: 3092.862549
	Iteration 14Q: 3 clusters Score -1567770 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1567811.125000 Penalty: 3092.862549
	Iteration 15Q: 3 clusters Score -1567811 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1567847.250000 Penalty: 3092.862549
	Iteration 16Q: 3 clusters Score -1567847 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1567866.000000 Penalty: 3092.862549
	Iteration 17Q: 3 clusters Score -1567866 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1567890.500000 Penalty: 3092.862549
	Iteration 18Q: 3 clusters Score -1567890 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1567902.875000 Penalty: 3092.862549
	Iteration 19Q: 3 clusters Score -1567903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1567915.875000 Penalty: 3092.862549
	Iteration 20F: 3 clusters Score -1567916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1567924.250000 Penalty: 3092.862549
	Iteration 21Q: 3 clusters Score -1567924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1567932.500000 Penalty: 3092.862549
	Iteration 22Q: 3 clusters Score -1567932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1567937.750000 Penalty: 3092.862549
	Iteration 23Q: 3 clusters Score -1567938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1567944.375000 Penalty: 3092.862549
	Iteration 24Q: 3 clusters Score -1567944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1567947.875000 Penalty: 3092.862549
	Iteration 25Q: 3 clusters Score -1567948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1567953.125000 Penalty: 3092.862549
	Iteration 26Q: 3 clusters Score -1567953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1567952.125000 Penalty: 3092.862549
	Iteration 27Q: 3 clusters Score -1567952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1567952.625000 Penalty: 3092.862549
	Iteration 28Q: 3 clusters Score -1567953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1567952.375000 Penalty: 3092.862549
	Iteration 29Q: 3 clusters Score -1567952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1567954.375000 Penalty: 3092.862549
	Iteration 30Q: 3 clusters Score -1567954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1567958.500000 Penalty: 3092.862549
	Iteration 31Q: 3 clusters Score -1567958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1567959.250000 Penalty: 3092.862549
	Iteration 32Q: 3 clusters Score -1567959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1567964.125000 Penalty: 3092.862549
	Iteration 33Q: 3 clusters Score -1567964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1567965.875000 Penalty: 3092.862549
	Iteration 34Q: 3 clusters Score -1567966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1567966.000000 Penalty: 3092.862549
	Iteration 35Q: 3 clusters Score -1567966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1567965.250000 Penalty: 3092.862549
	Iteration 36Q: 3 clusters Score -1567965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1567963.250000 Penalty: 3092.862549
	Iteration 37Q: 3 clusters Score -1567963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1567964.125000 Penalty: 3092.862549
	Iteration 38Q: 3 clusters Score -1567964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1567965.125000 Penalty: 3092.862549
	Iteration 39Q: 3 clusters Score -1567965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1567966.750000 Penalty: 3092.862549
	Iteration 40F: 3 clusters Score -1567967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1567967.375000 Penalty: 3092.862549
	Iteration 41Q: 3 clusters Score -1567967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1567967.125000 Penalty: 3092.862549
	Iteration 42Q: 3 clusters Score -1567967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1567963.750000 Penalty: 3092.862549
	Iteration 43Q: 3 clusters Score -1567964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1567963.125000 Penalty: 3092.862549
	Iteration 44Q: 3 clusters Score -1567963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1567963.625000 Penalty: 3092.862549
	Iteration 45Q: 3 clusters Score -1567964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1567963.250000 Penalty: 3092.862549
	Iteration 46Q: 3 clusters Score -1567963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1567969.000000 Penalty: 3092.862549
	Iteration 47Q: 3 clusters Score -1567969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1567967.250000 Penalty: 3092.862549
	Iteration 48Q: 3 clusters Score -1567967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1567968.750000 Penalty: 3092.862549
	Iteration 49Q: 3 clusters Score -1567969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1567967.375000 Penalty: 3092.862549
	Iteration 50Q: 3 clusters Score -1567967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1567966.000000 Penalty: 3092.862549
	Iteration 51Q: 3 clusters Score -1567966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1567966.375000 Penalty: 3092.862549
	Iteration 52Q: 3 clusters Score -1567966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1567965.125000 Penalty: 3092.862549
	Iteration 53Q: 3 clusters Score -1567965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1567965.625000 Penalty: 3092.862549
	Iteration 54Q: 3 clusters Score -1567966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1567967.625000 Penalty: 3092.862549
	Iteration 55Q: 3 clusters Score -1567968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1567966.500000 Penalty: 3092.862549
	Iteration 56Q: 3 clusters Score -1567966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1567966.625000 Penalty: 3092.862549
	Iteration 57Q: 3 clusters Score -1567967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1567966.375000 Penalty: 3092.862549
	Iteration 58Q: 3 clusters Score -1567966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1567965.000000 Penalty: 3092.862549
	Iteration 59Q: 3 clusters Score -1567965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1567968.875000 Penalty: 3092.862549
	Iteration 60F: 3 clusters Score -1567969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1567967.875000 Penalty: 3092.862549
	Iteration 61Q: 3 clusters Score -1567968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1567969.875000 Penalty: 3092.862549
	Iteration 62Q: 3 clusters Score -1567970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1567971.750000 Penalty: 3092.862549
	Iteration 63Q: 3 clusters Score -1567972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1567972.500000 Penalty: 3092.862549
	Iteration 64Q: 3 clusters Score -1567972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1567971.000000 Penalty: 3092.862549
	Iteration 65Q: 3 clusters Score -1567971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1567970.125000 Penalty: 3092.862549
	Iteration 66Q: 3 clusters Score -1567970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1567971.875000 Penalty: 3092.862549
	Iteration 67Q: 3 clusters Score -1567972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1567974.000000 Penalty: 3092.862549
	Iteration 68Q: 3 clusters Score -1567974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1567974.000000 Penalty: 3092.862549
	Iteration 69F: 3 clusters Score -1567974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Entering Unmasked Estep 
Score: -1124148.625000 Penalty: 1494.174927
	Iteration 0F: 2 clusters Score -1124149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1117101.875000 Penalty: 2988.349854
	Iteration 0F: 3 clusters Score -1117102 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1119313.500000 Penalty: 2988.349854
	Iteration 1F: 3 clusters Score -1119314 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1119539.875000 Penalty: 2988.349854
	Iteration 2F: 3 clusters Score -1119540 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1119738.750000 Penalty: 2988.349854
	Iteration 3Q: 3 clusters Score -1119739 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1119955.500000 Penalty: 2988.349854
	Iteration 4Q: 3 clusters Score -1119956 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1120165.500000 Penalty: 2988.349854
	Iteration 5Q: 3 clusters Score -1120166 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1120401.875000 Penalty: 2988.349854
	Iteration 6Q: 3 clusters Score -1120402 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1120655.625000 Penalty: 2988.349854
	Iteration 7Q: 3 clusters Score -1120656 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1120872.000000 Penalty: 2988.349854
	Iteration 8Q: 3 clusters Score -1120872 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1121099.750000 Penalty: 2988.349854
	Iteration 9Q: 3 clusters Score -1121100 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1121319.000000 Penalty: 2988.349854
	Iteration 10Q: 3 clusters Score -1121319 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1121551.125000 Penalty: 2988.349854
	Iteration 11Q: 3 clusters Score -1121551 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1121765.125000 Penalty: 2988.349854
	Iteration 12Q: 3 clusters Score -1121765 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1121963.500000 Penalty: 2988.349854
	Iteration 13Q: 3 clusters Score -1121964 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1122143.125000 Penalty: 2988.349854
	Iteration 14Q: 3 clusters Score -1122143 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1122331.500000 Penalty: 2988.349854
	Iteration 15Q: 3 clusters Score -1122332 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1122474.875000 Penalty: 2988.349854
	Iteration 16Q: 3 clusters Score -1122475 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1122580.125000 Penalty: 2988.349854
	Iteration 17Q: 3 clusters Score -1122580 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1122662.000000 Penalty: 2988.349854
	Iteration 18Q: 3 clusters Score -1122662 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1122724.375000 Penalty: 2988.349854
	Iteration 19Q: 3 clusters Score -1122724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1122768.500000 Penalty: 2988.349854
	Iteration 20F: 3 clusters Score -1122768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1122807.125000 Penalty: 2988.349854
	Iteration 21Q: 3 clusters Score -1122807 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1122832.750000 Penalty: 2988.349854
	Iteration 22Q: 3 clusters Score -1122833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1122854.875000 Penalty: 2988.349854
	Iteration 23Q: 3 clusters Score -1122855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1122880.250000 Penalty: 2988.349854
	Iteration 24Q: 3 clusters Score -1122880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1122898.125000 Penalty: 2988.349854
	Iteration 25Q: 3 clusters Score -1122898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1122919.625000 Penalty: 2988.349854
	Iteration 26Q: 3 clusters Score -1122920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1122932.500000 Penalty: 2988.349854
	Iteration 27Q: 3 clusters Score -1122932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1122940.125000 Penalty: 2988.349854
	Iteration 28Q: 3 clusters Score -1122940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1122946.875000 Penalty: 2988.349854
	Iteration 29Q: 3 clusters Score -1122947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1122952.375000 Penalty: 2988.349854
	Iteration 30Q: 3 clusters Score -1122952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1122954.750000 Penalty: 2988.349854
	Iteration 31Q: 3 clusters Score -1122955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1122957.125000 Penalty: 2988.349854
	Iteration 32Q: 3 clusters Score -1122957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1122958.625000 Penalty: 2988.349854
	Iteration 33Q: 3 clusters Score -1122959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1122960.125000 Penalty: 2988.349854
	Iteration 34Q: 3 clusters Score -1122960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1122960.250000 Penalty: 2988.349854
	Iteration 35Q: 3 clusters Score -1122960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1122960.750000 Penalty: 2988.349854
	Iteration 36Q: 3 clusters Score -1122961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1122963.250000 Penalty: 2988.349854
	Iteration 37Q: 3 clusters Score -1122963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1122962.875000 Penalty: 2988.349854
	Iteration 38Q: 3 clusters Score -1122963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1122962.375000 Penalty: 2988.349854
	Iteration 39Q: 3 clusters Score -1122962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1122965.000000 Penalty: 2988.349854
	Iteration 40F: 3 clusters Score -1122965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1122964.625000 Penalty: 2988.349854
	Iteration 41Q: 3 clusters Score -1122965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1122966.125000 Penalty: 2988.349854
	Iteration 42Q: 3 clusters Score -1122966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1122967.750000 Penalty: 2988.349854
	Iteration 43Q: 3 clusters Score -1122968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1122969.500000 Penalty: 2988.349854
	Iteration 44Q: 3 clusters Score -1122970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1122970.250000 Penalty: 2988.349854
	Iteration 45Q: 3 clusters Score -1122970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1122970.000000 Penalty: 2988.349854
	Iteration 46Q: 3 clusters Score -1122970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1122969.125000 Penalty: 2988.349854
	Iteration 47Q: 3 clusters Score -1122969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1122969.500000 Penalty: 2988.349854
	Iteration 48Q: 3 clusters Score -1122970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1122971.000000 Penalty: 2988.349854
	Iteration 49Q: 3 clusters Score -1122971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1122970.750000 Penalty: 2988.349854
	Iteration 50Q: 3 clusters Score -1122971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1122974.000000 Penalty: 2988.349854
	Iteration 51Q: 3 clusters Score -1122974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1122978.125000 Penalty: 2988.349854
	Iteration 52Q: 3 clusters Score -1122978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1122978.875000 Penalty: 2988.349854
	Iteration 53Q: 3 clusters Score -1122979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1122982.625000 Penalty: 2988.349854
	Iteration 54Q: 3 clusters Score -1122983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1122983.625000 Penalty: 2988.349854
	Iteration 55Q: 3 clusters Score -1122984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1122985.250000 Penalty: 2988.349854
	Iteration 56Q: 3 clusters Score -1122985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1122988.750000 Penalty: 2988.349854
	Iteration 57Q: 3 clusters Score -1122989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1122991.125000 Penalty: 2988.349854
	Iteration 58Q: 3 clusters Score -1122991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1122992.375000 Penalty: 2988.349854
	Iteration 59Q: 3 clusters Score -1122992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1122991.375000 Penalty: 2988.349854
	Iteration 60F: 3 clusters Score -1122991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Entering Unmasked Estep 
Score: -5390390.500000 Penalty: 1748.197266
	Iteration 0F: 2 clusters Score -5390390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -5358872.500000 Penalty: 3496.394531
	Iteration 0F: 3 clusters Score -5358872 nChanged 21952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -5371223.500000 Penalty: 3496.394531
	Iteration 1F: 3 clusters Score -5371224 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -5371918.500000 Penalty: 3496.394531
	Iteration 2Q: 3 clusters Score -5371918 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -5372802.000000 Penalty: 3496.394531
	Iteration 3Q: 3 clusters Score -5372802 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -5374121.500000 Penalty: 3496.394531
	Iteration 4F: 3 clusters Score -5374122 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -5375947.000000 Penalty: 3496.394531
	Iteration 5F: 3 clusters Score -5375947 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -5378394.500000 Penalty: 3496.394531
	Iteration 6F: 3 clusters Score -5378394 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -5381201.500000 Penalty: 3496.394531
	Iteration 7F: 3 clusters Score -5381202 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -5383826.000000 Penalty: 3496.394531
	Iteration 8F: 3 clusters Score -5383826 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -5385737.500000 Penalty: 3496.394531
	Iteration 9Q: 3 clusters Score -5385738 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -5386912.000000 Penalty: 3496.394531
	Iteration 10Q: 3 clusters Score -5386912 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -5387607.000000 Penalty: 3496.394531
	Iteration 11Q: 3 clusters Score -5387607 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5388009.000000 Penalty: 3496.394531
	Iteration 12Q: 3 clusters Score -5388009 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5388249.000000 Penalty: 3496.394531
	Iteration 13Q: 3 clusters Score -5388249 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5388390.500000 Penalty: 3496.394531
	Iteration 14Q: 3 clusters Score -5388390 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5388530.000000 Penalty: 3496.394531
	Iteration 15Q: 3 clusters Score -5388530 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5388631.000000 Penalty: 3496.394531
	Iteration 16Q: 3 clusters Score -5388631 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5388709.500000 Penalty: 3496.394531
	Iteration 17Q: 3 clusters Score -5388710 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5388758.500000 Penalty: 3496.394531
	Iteration 18Q: 3 clusters Score -5388758 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5388795.000000 Penalty: 3496.394531
	Iteration 19Q: 3 clusters Score -5388795 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5388819.500000 Penalty: 3496.394531
	Iteration 20F: 3 clusters Score -5388820 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5388843.000000 Penalty: 3496.394531
	Iteration 21Q: 3 clusters Score -5388843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5388863.500000 Penalty: 3496.394531
	Iteration 22Q: 3 clusters Score -5388864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5388876.500000 Penalty: 3496.394531
	Iteration 23Q: 3 clusters Score -5388876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5388886.500000 Penalty: 3496.394531
	Iteration 24Q: 3 clusters Score -5388886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5388891.500000 Penalty: 3496.394531
	Iteration 25Q: 3 clusters Score -5388892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5388903.000000 Penalty: 3496.394531
	Iteration 26Q: 3 clusters Score -5388903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5388901.500000 Penalty: 3496.394531
	Iteration 27Q: 3 clusters Score -5388902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5388909.000000 Penalty: 3496.394531
	Iteration 28Q: 3 clusters Score -5388909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5388913.000000 Penalty: 3496.394531
	Iteration 29Q: 3 clusters Score -5388913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5388913.000000 Penalty: 3496.394531
	Iteration 30Q: 3 clusters Score -5388913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5388915.000000 Penalty: 3496.394531
	Iteration 31Q: 3 clusters Score -5388915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5388920.000000 Penalty: 3496.394531
	Iteration 32Q: 3 clusters Score -5388920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5388919.000000 Penalty: 3496.394531
	Iteration 33Q: 3 clusters Score -5388919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5388919.500000 Penalty: 3496.394531
	Iteration 34Q: 3 clusters Score -5388920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5388920.500000 Penalty: 3496.394531
	Iteration 35Q: 3 clusters Score -5388920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5388925.000000 Penalty: 3496.394531
	Iteration 36Q: 3 clusters Score -5388925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5388928.000000 Penalty: 3496.394531
	Iteration 37Q: 3 clusters Score -5388928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5388927.500000 Penalty: 3496.394531
	Iteration 38Q: 3 clusters Score -5388928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5388929.000000 Penalty: 3496.394531
	Iteration 39Q: 3 clusters Score -5388929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5388930.500000 Penalty: 3496.394531
	Iteration 40F: 3 clusters Score -5388930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5388931.000000 Penalty: 3496.394531
	Iteration 41Q: 3 clusters Score -5388931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5388942.500000 Penalty: 3496.394531
	Iteration 42Q: 3 clusters Score -5388942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5388941.500000 Penalty: 3496.394531
	Iteration 43Q: 3 clusters Score -5388942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5388945.000000 Penalty: 3496.394531
	Iteration 44Q: 3 clusters Score -5388945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5388947.500000 Penalty: 3496.394531
	Iteration 45Q: 3 clusters Score -5388948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5388947.500000 Penalty: 3496.394531
	Iteration 46Q: 3 clusters Score -5388948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5388946.000000 Penalty: 3496.394531
	Iteration 47Q: 3 clusters Score -5388946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5388949.500000 Penalty: 3496.394531
	Iteration 48Q: 3 clusters Score -5388950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5388949.000000 Penalty: 3496.394531
	Iteration 49Q: 3 clusters Score -5388949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5388949.000000 Penalty: 3496.394531
	Iteration 50F: 3 clusters Score -5388949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (148635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148635 members 
Entering Unmasked Estep 
Score: -16787066.000000 Penalty: 1935.253052
	Iteration 0F: 2 clusters Score -1.678707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -16688484.000000 Penalty: 3870.506104
	Iteration 0F: 3 clusters Score -1.668848e+07 nChanged 71665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 72930 members 
Entering Unmasked Estep 
Score: -16730597.000000 Penalty: 3870.506104
	Iteration 1F: 3 clusters Score -1.67306e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 72182 members 
Entering Unmasked Estep 
Score: -16731595.000000 Penalty: 3870.506104
	Iteration 2Q: 3 clusters Score -1.67316e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 71059 members 
Entering Unmasked Estep 
Score: -16732967.000000 Penalty: 3870.506104
	Iteration 3Q: 3 clusters Score -1.673297e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 69205 members 
Entering Unmasked Estep 
Score: -16734737.000000 Penalty: 3870.506104
	Iteration 4Q: 3 clusters Score -1.673474e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82218 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -16737013.000000 Penalty: 3870.506104
	Iteration 5Q: 3 clusters Score -1.673701e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -16740183.000000 Penalty: 3870.506104
	Iteration 6Q: 3 clusters Score -1.674018e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -16744563.000000 Penalty: 3870.506104
	Iteration 7F: 3 clusters Score -1.674456e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -16750728.000000 Penalty: 3870.506104
	Iteration 8F: 3 clusters Score -1.675073e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -16757882.000000 Penalty: 3870.506104
	Iteration 9F: 3 clusters Score -1.675788e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107300 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -16764012.000000 Penalty: 3870.506104
	Iteration 10F: 3 clusters Score -1.676401e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110809 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -16767696.000000 Penalty: 3870.506104
	Iteration 11Q: 3 clusters Score -1.67677e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113705 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -16769613.000000 Penalty: 3870.506104
	Iteration 12Q: 3 clusters Score -1.676961e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116261 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -16770790.000000 Penalty: 3870.506104
	Iteration 13Q: 3 clusters Score -1.677079e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118775 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -16771838.000000 Penalty: 3870.506104
	Iteration 14Q: 3 clusters Score -1.677184e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121239 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -16772884.000000 Penalty: 3870.506104
	Iteration 15Q: 3 clusters Score -1.677288e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123626 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -16773933.000000 Penalty: 3870.506104
	Iteration 16Q: 3 clusters Score -1.677393e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126033 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -16774941.000000 Penalty: 3870.506104
	Iteration 17Q: 3 clusters Score -1.677494e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128346 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -16776056.000000 Penalty: 3870.506104
	Iteration 18Q: 3 clusters Score -1.677606e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130642 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -16777163.000000 Penalty: 3870.506104
	Iteration 19Q: 3 clusters Score -1.677716e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132923 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -16778324.000000 Penalty: 3870.506104
	Iteration 20F: 3 clusters Score -1.677832e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135088 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -16779376.000000 Penalty: 3870.506104
	Iteration 21Q: 3 clusters Score -1.677938e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137104 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -16780348.000000 Penalty: 3870.506104
	Iteration 22Q: 3 clusters Score -1.678035e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139011 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -16781364.000000 Penalty: 3870.506104
	Iteration 23Q: 3 clusters Score -1.678136e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140754 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -16782264.000000 Penalty: 3870.506104
	Iteration 24Q: 3 clusters Score -1.678226e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142314 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -16783188.000000 Penalty: 3870.506104
	Iteration 25Q: 3 clusters Score -1.678319e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143718 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -16783966.000000 Penalty: 3870.506104
	Iteration 26Q: 3 clusters Score -1.678397e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144843 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -16784580.000000 Penalty: 3870.506104
	Iteration 27Q: 3 clusters Score -1.678458e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145703 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -16784964.000000 Penalty: 3870.506104
	Iteration 28Q: 3 clusters Score -1.678496e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146266 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -16785396.000000 Penalty: 3870.506104
	Iteration 29Q: 3 clusters Score -1.67854e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146638 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -16785634.000000 Penalty: 3870.506104
	Iteration 30Q: 3 clusters Score -1.678563e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146883 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -16785832.000000 Penalty: 3870.506104
	Iteration 31Q: 3 clusters Score -1.678583e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147027 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -16785986.000000 Penalty: 3870.506104
	Iteration 32Q: 3 clusters Score -1.678599e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147111 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -16786048.000000 Penalty: 3870.506104
	Iteration 33Q: 3 clusters Score -1.678605e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147138 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -16786056.000000 Penalty: 3870.506104
	Iteration 34Q: 3 clusters Score -1.678606e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147161 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -16786084.000000 Penalty: 3870.506104
	Iteration 35Q: 3 clusters Score -1.678608e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147170 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -16786112.000000 Penalty: 3870.506104
	Iteration 36Q: 3 clusters Score -1.678611e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147182 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -16786142.000000 Penalty: 3870.506104
	Iteration 37Q: 3 clusters Score -1.678614e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147193 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -16786152.000000 Penalty: 3870.506104
	Iteration 38Q: 3 clusters Score -1.678615e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147201 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -16786154.000000 Penalty: 3870.506104
	Iteration 39Q: 3 clusters Score -1.678615e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147210 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -16786178.000000 Penalty: 3870.506104
	Iteration 40F: 3 clusters Score -1.678618e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147209 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -16786180.000000 Penalty: 3870.506104
	Iteration 41Q: 3 clusters Score -1.678618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147202 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -16786182.000000 Penalty: 3870.506104
	Iteration 42Q: 3 clusters Score -1.678618e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147201 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -16786188.000000 Penalty: 3870.506104
	Iteration 43Q: 3 clusters Score -1.678619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147202 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -16786196.000000 Penalty: 3870.506104
	Iteration 44Q: 3 clusters Score -1.67862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147199 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -16786208.000000 Penalty: 3870.506104
	Iteration 45Q: 3 clusters Score -1.678621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147201 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -16786214.000000 Penalty: 3870.506104
	Iteration 46Q: 3 clusters Score -1.678621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147201 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -16786222.000000 Penalty: 3870.506104
	Iteration 47Q: 3 clusters Score -1.678622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147200 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -16786224.000000 Penalty: 3870.506104
	Iteration 48Q: 3 clusters Score -1.678622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147203 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -16786214.000000 Penalty: 3870.506104
	Iteration 49Q: 3 clusters Score -1.678621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147208 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -16786222.000000 Penalty: 3870.506104
	Iteration 50Q: 3 clusters Score -1.678622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147204 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -16786244.000000 Penalty: 3870.506104
	Iteration 51Q: 3 clusters Score -1.678624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147203 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -16786236.000000 Penalty: 3870.506104
	Iteration 52Q: 3 clusters Score -1.678624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147206 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -16786238.000000 Penalty: 3870.506104
	Iteration 53Q: 3 clusters Score -1.678624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147209 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -16786232.000000 Penalty: 3870.506104
	Iteration 54Q: 3 clusters Score -1.678623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147209 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -16786240.000000 Penalty: 3870.506104
	Iteration 55Q: 3 clusters Score -1.678624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147208 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -16786240.000000 Penalty: 3870.506104
	Iteration 56Q: 3 clusters Score -1.678624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147208 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -16786248.000000 Penalty: 3870.506104
	Iteration 57Q: 3 clusters Score -1.678625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147209 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -16786232.000000 Penalty: 3870.506104
	Iteration 58Q: 3 clusters Score -1.678623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147209 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -16786232.000000 Penalty: 3870.506104
	Iteration 59Q: 3 clusters Score -1.678623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147210 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -16786230.000000 Penalty: 3870.506104
	Iteration 60F: 3 clusters Score -1.678623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147211 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -16786238.000000 Penalty: 3870.506104
	Iteration 61Q: 3 clusters Score -1.678624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147215 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -16786240.000000 Penalty: 3870.506104
	Iteration 62Q: 3 clusters Score -1.678624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147215 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -16786238.000000 Penalty: 3870.506104
	Iteration 63Q: 3 clusters Score -1.678624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147215 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -16786238.000000 Penalty: 3870.506104
	Iteration 64Q: 3 clusters Score -1.678624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147215 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -16786236.000000 Penalty: 3870.506104
	Iteration 65Q: 3 clusters Score -1.678624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147215 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -16786250.000000 Penalty: 3870.506104
	Iteration 66Q: 3 clusters Score -1.678625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147215 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -16786254.000000 Penalty: 3870.506104
	Iteration 67Q: 3 clusters Score -1.678625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147214 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -16786244.000000 Penalty: 3870.506104
	Iteration 68Q: 3 clusters Score -1.678624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147213 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -16786240.000000 Penalty: 3870.506104
	Iteration 69Q: 3 clusters Score -1.678624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147215 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -16786240.000000 Penalty: 3870.506104
	Iteration 70Q: 3 clusters Score -1.678624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147215 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -16786242.000000 Penalty: 3870.506104
	Iteration 71Q: 3 clusters Score -1.678624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147216 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -16786244.000000 Penalty: 3870.506104
	Iteration 72Q: 3 clusters Score -1.678624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147216 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -16786244.000000 Penalty: 3870.506104
	Iteration 73F: 3 clusters Score -1.678624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Entering Unmasked Estep 
Score: -4293884.000000 Penalty: 1717.283813
	Iteration 0F: 2 clusters Score -4293884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -4267899.500000 Penalty: 3434.567627
	Iteration 0F: 3 clusters Score -4267900 nChanged 18104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -4278026.000000 Penalty: 3434.567627
	Iteration 1F: 3 clusters Score -4278026 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -4278518.500000 Penalty: 3434.567627
	Iteration 2Q: 3 clusters Score -4278518 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4279021.500000 Penalty: 3434.567627
	Iteration 3Q: 3 clusters Score -4279022 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -4279578.500000 Penalty: 3434.567627
	Iteration 4Q: 3 clusters Score -4279578 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -4280259.500000 Penalty: 3434.567627
	Iteration 5Q: 3 clusters Score -4280260 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -4281076.000000 Penalty: 3434.567627
	Iteration 6Q: 3 clusters Score -4281076 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4282220.500000 Penalty: 3434.567627
	Iteration 7F: 3 clusters Score -4282220 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4283662.500000 Penalty: 3434.567627
	Iteration 8F: 3 clusters Score -4283662 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -4285164.500000 Penalty: 3434.567627
	Iteration 9F: 3 clusters Score -4285164 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -4286268.500000 Penalty: 3434.567627
	Iteration 10F: 3 clusters Score -4286268 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -4286900.500000 Penalty: 3434.567627
	Iteration 11Q: 3 clusters Score -4286900 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -4287308.500000 Penalty: 3434.567627
	Iteration 12Q: 3 clusters Score -4287308 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4287527.500000 Penalty: 3434.567627
	Iteration 13Q: 3 clusters Score -4287528 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -4287694.500000 Penalty: 3434.567627
	Iteration 14Q: 3 clusters Score -4287694 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -4287817.500000 Penalty: 3434.567627
	Iteration 15Q: 3 clusters Score -4287818 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -4287886.000000 Penalty: 3434.567627
	Iteration 16Q: 3 clusters Score -4287886 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -4287931.500000 Penalty: 3434.567627
	Iteration 17Q: 3 clusters Score -4287932 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -4287967.500000 Penalty: 3434.567627
	Iteration 18Q: 3 clusters Score -4287968 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4287984.000000 Penalty: 3434.567627
	Iteration 19Q: 3 clusters Score -4287984 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4287993.000000 Penalty: 3434.567627
	Iteration 20F: 3 clusters Score -4287993 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -4288008.000000 Penalty: 3434.567627
	Iteration 21Q: 3 clusters Score -4288008 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -4288002.000000 Penalty: 3434.567627
	Iteration 22Q: 3 clusters Score -4288002 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -4288024.500000 Penalty: 3434.567627
	Iteration 23Q: 3 clusters Score -4288024 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -4288043.500000 Penalty: 3434.567627
	Iteration 24Q: 3 clusters Score -4288044 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -4288063.000000 Penalty: 3434.567627
	Iteration 25Q: 3 clusters Score -4288063 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -4288080.500000 Penalty: 3434.567627
	Iteration 26Q: 3 clusters Score -4288080 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4288097.000000 Penalty: 3434.567627
	Iteration 27Q: 3 clusters Score -4288097 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4288126.000000 Penalty: 3434.567627
	Iteration 28Q: 3 clusters Score -4288126 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -4288120.000000 Penalty: 3434.567627
	Iteration 29Q: 3 clusters Score -4288120 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -4288127.500000 Penalty: 3434.567627
	Iteration 30Q: 3 clusters Score -4288128 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -4288138.000000 Penalty: 3434.567627
	Iteration 31Q: 3 clusters Score -4288138 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -4288157.000000 Penalty: 3434.567627
	Iteration 32Q: 3 clusters Score -4288157 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -4288167.500000 Penalty: 3434.567627
	Iteration 33Q: 3 clusters Score -4288168 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4288180.500000 Penalty: 3434.567627
	Iteration 34Q: 3 clusters Score -4288180 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -4288214.500000 Penalty: 3434.567627
	Iteration 35Q: 3 clusters Score -4288214 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -4288229.000000 Penalty: 3434.567627
	Iteration 36Q: 3 clusters Score -4288229 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4288242.000000 Penalty: 3434.567627
	Iteration 37Q: 3 clusters Score -4288242 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -4288278.000000 Penalty: 3434.567627
	Iteration 38Q: 3 clusters Score -4288278 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -4288312.500000 Penalty: 3434.567627
	Iteration 39Q: 3 clusters Score -4288312 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -4288326.500000 Penalty: 3434.567627
	Iteration 40F: 3 clusters Score -4288326 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4288339.000000 Penalty: 3434.567627
	Iteration 41Q: 3 clusters Score -4288339 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -4288360.000000 Penalty: 3434.567627
	Iteration 42Q: 3 clusters Score -4288360 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -4288386.000000 Penalty: 3434.567627
	Iteration 43Q: 3 clusters Score -4288386 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -4288424.000000 Penalty: 3434.567627
	Iteration 44Q: 3 clusters Score -4288424 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -4288466.000000 Penalty: 3434.567627
	Iteration 45Q: 3 clusters Score -4288466 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -4288498.000000 Penalty: 3434.567627
	Iteration 46Q: 3 clusters Score -4288498 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -4288529.000000 Penalty: 3434.567627
	Iteration 47Q: 3 clusters Score -4288529 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -4288588.500000 Penalty: 3434.567627
	Iteration 48Q: 3 clusters Score -4288588 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -4288646.000000 Penalty: 3434.567627
	Iteration 49Q: 3 clusters Score -4288646 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4288717.000000 Penalty: 3434.567627
	Iteration 50Q: 3 clusters Score -4288717 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -4288800.000000 Penalty: 3434.567627
	Iteration 51Q: 3 clusters Score -4288800 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -4288899.000000 Penalty: 3434.567627
	Iteration 52Q: 3 clusters Score -4288899 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -4288951.500000 Penalty: 3434.567627
	Iteration 53Q: 3 clusters Score -4288952 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -4289043.500000 Penalty: 3434.567627
	Iteration 54Q: 3 clusters Score -4289044 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -4289168.000000 Penalty: 3434.567627
	Iteration 55Q: 3 clusters Score -4289168 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -4289274.500000 Penalty: 3434.567627
	Iteration 56Q: 3 clusters Score -4289274 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -4289412.000000 Penalty: 3434.567627
	Iteration 57Q: 3 clusters Score -4289412 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -4289531.500000 Penalty: 3434.567627
	Iteration 58Q: 3 clusters Score -4289532 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -4289662.500000 Penalty: 3434.567627
	Iteration 59Q: 3 clusters Score -4289662 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -4289787.500000 Penalty: 3434.567627
	Iteration 60F: 3 clusters Score -4289788 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -4289936.500000 Penalty: 3434.567627
	Iteration 61Q: 3 clusters Score -4289936 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -4290091.500000 Penalty: 3434.567627
	Iteration 62Q: 3 clusters Score -4290092 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -4290267.000000 Penalty: 3434.567627
	Iteration 63Q: 3 clusters Score -4290267 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -4290419.000000 Penalty: 3434.567627
	Iteration 64Q: 3 clusters Score -4290419 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -4290576.500000 Penalty: 3434.567627
	Iteration 65Q: 3 clusters Score -4290576 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -4290718.000000 Penalty: 3434.567627
	Iteration 66Q: 3 clusters Score -4290718 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4290867.500000 Penalty: 3434.567627
	Iteration 67Q: 3 clusters Score -4290868 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -4291005.000000 Penalty: 3434.567627
	Iteration 68Q: 3 clusters Score -4291005 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -4291131.000000 Penalty: 3434.567627
	Iteration 69Q: 3 clusters Score -4291131 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -4291254.000000 Penalty: 3434.567627
	Iteration 70Q: 3 clusters Score -4291254 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -4291368.000000 Penalty: 3434.567627
	Iteration 71Q: 3 clusters Score -4291368 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4291463.500000 Penalty: 3434.567627
	Iteration 72Q: 3 clusters Score -4291464 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4291583.000000 Penalty: 3434.567627
	Iteration 73Q: 3 clusters Score -4291583 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -4291688.500000 Penalty: 3434.567627
	Iteration 74Q: 3 clusters Score -4291688 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -4291761.000000 Penalty: 3434.567627
	Iteration 75Q: 3 clusters Score -4291761 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -4291815.000000 Penalty: 3434.567627
	Iteration 76Q: 3 clusters Score -4291815 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -4291889.000000 Penalty: 3434.567627
	Iteration 77Q: 3 clusters Score -4291889 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -4291953.500000 Penalty: 3434.567627
	Iteration 78Q: 3 clusters Score -4291954 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -4292013.500000 Penalty: 3434.567627
	Iteration 79Q: 3 clusters Score -4292014 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -4292067.000000 Penalty: 3434.567627
	Iteration 80F: 3 clusters Score -4292067 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -4292100.500000 Penalty: 3434.567627
	Iteration 81Q: 3 clusters Score -4292100 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -4292143.000000 Penalty: 3434.567627
	Iteration 82Q: 3 clusters Score -4292143 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -4292179.000000 Penalty: 3434.567627
	Iteration 83Q: 3 clusters Score -4292179 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -4292223.500000 Penalty: 3434.567627
	Iteration 84Q: 3 clusters Score -4292224 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -4292280.000000 Penalty: 3434.567627
	Iteration 85Q: 3 clusters Score -4292280 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -4292313.000000 Penalty: 3434.567627
	Iteration 86Q: 3 clusters Score -4292313 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -4292346.000000 Penalty: 3434.567627
	Iteration 87Q: 3 clusters Score -4292346 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -4292376.000000 Penalty: 3434.567627
	Iteration 88Q: 3 clusters Score -4292376 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -4292403.000000 Penalty: 3434.567627
	Iteration 89Q: 3 clusters Score -4292403 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -4292432.000000 Penalty: 3434.567627
	Iteration 90Q: 3 clusters Score -4292432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -4292469.000000 Penalty: 3434.567627
	Iteration 91Q: 3 clusters Score -4292469 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -4292492.500000 Penalty: 3434.567627
	Iteration 92Q: 3 clusters Score -4292492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -4292512.500000 Penalty: 3434.567627
	Iteration 93Q: 3 clusters Score -4292512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4292537.000000 Penalty: 3434.567627
	Iteration 94Q: 3 clusters Score -4292537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -4292553.000000 Penalty: 3434.567627
	Iteration 95Q: 3 clusters Score -4292553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -4292579.500000 Penalty: 3434.567627
	Iteration 96Q: 3 clusters Score -4292580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -4292595.000000 Penalty: 3434.567627
	Iteration 97Q: 3 clusters Score -4292595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -4292613.000000 Penalty: 3434.567627
	Iteration 98Q: 3 clusters Score -4292613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -4292625.500000 Penalty: 3434.567627
	Iteration 99Q: 3 clusters Score -4292626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -4292639.500000 Penalty: 3434.567627
	Iteration 100F: 3 clusters Score -4292640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -4292653.500000 Penalty: 3434.567627
	Iteration 101Q: 3 clusters Score -4292654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -4292675.500000 Penalty: 3434.567627
	Iteration 102Q: 3 clusters Score -4292676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -4292684.000000 Penalty: 3434.567627
	Iteration 103Q: 3 clusters Score -4292684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -4292685.500000 Penalty: 3434.567627
	Iteration 104Q: 3 clusters Score -4292686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -4292702.000000 Penalty: 3434.567627
	Iteration 105Q: 3 clusters Score -4292702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -4292710.000000 Penalty: 3434.567627
	Iteration 106Q: 3 clusters Score -4292710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -4292724.000000 Penalty: 3434.567627
	Iteration 107Q: 3 clusters Score -4292724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -4292738.500000 Penalty: 3434.567627
	Iteration 108Q: 3 clusters Score -4292738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -4292747.000000 Penalty: 3434.567627
	Iteration 109Q: 3 clusters Score -4292747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -4292756.500000 Penalty: 3434.567627
	Iteration 110Q: 3 clusters Score -4292756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -4292758.000000 Penalty: 3434.567627
	Iteration 111Q: 3 clusters Score -4292758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -4292767.000000 Penalty: 3434.567627
	Iteration 112Q: 3 clusters Score -4292767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -4292783.500000 Penalty: 3434.567627
	Iteration 113Q: 3 clusters Score -4292784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -4292794.500000 Penalty: 3434.567627
	Iteration 114Q: 3 clusters Score -4292794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -4292817.000000 Penalty: 3434.567627
	Iteration 115Q: 3 clusters Score -4292817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -4292842.500000 Penalty: 3434.567627
	Iteration 116Q: 3 clusters Score -4292842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -4292857.500000 Penalty: 3434.567627
	Iteration 117Q: 3 clusters Score -4292858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -4292863.500000 Penalty: 3434.567627
	Iteration 118Q: 3 clusters Score -4292864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -4292879.000000 Penalty: 3434.567627
	Iteration 119Q: 3 clusters Score -4292879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -4292886.000000 Penalty: 3434.567627
	Iteration 120F: 3 clusters Score -4292886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -4292888.000000 Penalty: 3434.567627
	Iteration 121Q: 3 clusters Score -4292888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -4292893.500000 Penalty: 3434.567627
	Iteration 122Q: 3 clusters Score -4292894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -4292892.500000 Penalty: 3434.567627
	Iteration 123Q: 3 clusters Score -4292892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -4292897.500000 Penalty: 3434.567627
	Iteration 124Q: 3 clusters Score -4292898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -4292900.500000 Penalty: 3434.567627
	Iteration 125Q: 3 clusters Score -4292900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -4292903.000000 Penalty: 3434.567627
	Iteration 126Q: 3 clusters Score -4292903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -4292905.500000 Penalty: 3434.567627
	Iteration 127Q: 3 clusters Score -4292906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -4292909.000000 Penalty: 3434.567627
	Iteration 128Q: 3 clusters Score -4292909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -4292913.000000 Penalty: 3434.567627
	Iteration 129Q: 3 clusters Score -4292913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -4292919.500000 Penalty: 3434.567627
	Iteration 130Q: 3 clusters Score -4292920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -4292920.000000 Penalty: 3434.567627
	Iteration 131Q: 3 clusters Score -4292920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -4292918.500000 Penalty: 3434.567627
	Iteration 132Q: 3 clusters Score -4292918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -4292923.000000 Penalty: 3434.567627
	Iteration 133Q: 3 clusters Score -4292923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -4292928.500000 Penalty: 3434.567627
	Iteration 134Q: 3 clusters Score -4292928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -4292930.000000 Penalty: 3434.567627
	Iteration 135Q: 3 clusters Score -4292930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -4292935.000000 Penalty: 3434.567627
	Iteration 136Q: 3 clusters Score -4292935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -4292935.000000 Penalty: 3434.567627
	Iteration 137Q: 3 clusters Score -4292935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -4292936.500000 Penalty: 3434.567627
	Iteration 138Q: 3 clusters Score -4292936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -4292937.500000 Penalty: 3434.567627
	Iteration 139Q: 3 clusters Score -4292938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -4292937.500000 Penalty: 3434.567627
	Iteration 140F: 3 clusters Score -4292938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -4292941.000000 Penalty: 3434.567627
	Iteration 141Q: 3 clusters Score -4292941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -4292942.500000 Penalty: 3434.567627
	Iteration 142Q: 3 clusters Score -4292942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -4292945.000000 Penalty: 3434.567627
	Iteration 143Q: 3 clusters Score -4292945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -4292951.500000 Penalty: 3434.567627
	Iteration 144Q: 3 clusters Score -4292952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -4292954.000000 Penalty: 3434.567627
	Iteration 145Q: 3 clusters Score -4292954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -4292952.500000 Penalty: 3434.567627
	Iteration 146Q: 3 clusters Score -4292952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -4292956.500000 Penalty: 3434.567627
	Iteration 147Q: 3 clusters Score -4292956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -4292953.000000 Penalty: 3434.567627
	Iteration 148Q: 3 clusters Score -4292953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -4292957.000000 Penalty: 3434.567627
	Iteration 149Q: 3 clusters Score -4292957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -4292954.000000 Penalty: 3434.567627
	Iteration 150Q: 3 clusters Score -4292954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -4292956.000000 Penalty: 3434.567627
	Iteration 151Q: 3 clusters Score -4292956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -4292954.000000 Penalty: 3434.567627
	Iteration 152Q: 3 clusters Score -4292954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -4292954.000000 Penalty: 3434.567627
	Iteration 153F: 3 clusters Score -4292954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -90993.734375 Penalty: 1105.929932
	Iteration 0F: 2 clusters Score -90993.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -89738.960938 Penalty: 2211.859863
	Iteration 0F: 3 clusters Score -89738.96 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90140.671875 Penalty: 2211.859863
	Iteration 1F: 3 clusters Score -90140.67 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90251.671875 Penalty: 2211.859863
	Iteration 2F: 3 clusters Score -90251.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -90329.359375 Penalty: 2211.859863
	Iteration 3F: 3 clusters Score -90329.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90390.250000 Penalty: 2211.859863
	Iteration 4Q: 3 clusters Score -90390.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90450.820312 Penalty: 2211.859863
	Iteration 5Q: 3 clusters Score -90450.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90542.281250 Penalty: 2211.859863
	Iteration 6F: 3 clusters Score -90542.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -90655.328125 Penalty: 2211.859863
	Iteration 7Q: 3 clusters Score -90655.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90715.039062 Penalty: 2211.859863
	Iteration 8Q: 3 clusters Score -90715.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90775.937500 Penalty: 2211.859863
	Iteration 9Q: 3 clusters Score -90775.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90805.187500 Penalty: 2211.859863
	Iteration 10Q: 3 clusters Score -90805.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90823.140625 Penalty: 2211.859863
	Iteration 11Q: 3 clusters Score -90823.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90828.437500 Penalty: 2211.859863
	Iteration 12Q: 3 clusters Score -90828.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90834.921875 Penalty: 2211.859863
	Iteration 13Q: 3 clusters Score -90834.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90839.437500 Penalty: 2211.859863
	Iteration 14Q: 3 clusters Score -90839.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -90844.078125 Penalty: 2211.859863
	Iteration 15Q: 3 clusters Score -90844.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -90844.648438 Penalty: 2211.859863
	Iteration 16Q: 3 clusters Score -90844.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -90845.429688 Penalty: 2211.859863
	Iteration 17Q: 3 clusters Score -90845.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -90847.078125 Penalty: 2211.859863
	Iteration 18F: 3 clusters Score -90847.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -90852.523438 Penalty: 2211.859863
	Iteration 19Q: 3 clusters Score -90852.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -90854.015625 Penalty: 2211.859863
	Iteration 20F: 3 clusters Score -90854.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -90855.625000 Penalty: 2211.859863
	Iteration 21Q: 3 clusters Score -90855.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -90856.890625 Penalty: 2211.859863
	Iteration 22Q: 3 clusters Score -90856.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90857.703125 Penalty: 2211.859863
	Iteration 23Q: 3 clusters Score -90857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90857.703125 Penalty: 2211.859863
	Iteration 24F: 3 clusters Score -90857.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Entering Unmasked Estep 
Score: -1692615.625000 Penalty: 1565.339600
	Iteration 0F: 2 clusters Score -1692616 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 7651 members 
Entering Unmasked Estep 
Score: -1682039.000000 Penalty: 3130.679199
	Iteration 0F: 3 clusters Score -1682039 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1685596.250000 Penalty: 3130.679199
	Iteration 1F: 3 clusters Score -1685596 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1685830.000000 Penalty: 3130.679199
	Iteration 2Q: 3 clusters Score -1685830 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1685999.500000 Penalty: 3130.679199
	Iteration 3Q: 3 clusters Score -1686000 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1686176.875000 Penalty: 3130.679199
	Iteration 4Q: 3 clusters Score -1686177 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1686331.625000 Penalty: 3130.679199
	Iteration 5Q: 3 clusters Score -1686332 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1686473.875000 Penalty: 3130.679199
	Iteration 6Q: 3 clusters Score -1686474 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1686616.000000 Penalty: 3130.679199
	Iteration 7Q: 3 clusters Score -1686616 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1686793.875000 Penalty: 3130.679199
	Iteration 8Q: 3 clusters Score -1686794 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1687025.125000 Penalty: 3130.679199
	Iteration 9Q: 3 clusters Score -1687025 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1687339.125000 Penalty: 3130.679199
	Iteration 10Q: 3 clusters Score -1687339 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1687744.625000 Penalty: 3130.679199
	Iteration 11Q: 3 clusters Score -1687745 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1688132.000000 Penalty: 3130.679199
	Iteration 12Q: 3 clusters Score -1688132 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1688413.750000 Penalty: 3130.679199
	Iteration 13Q: 3 clusters Score -1688414 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1688578.625000 Penalty: 3130.679199
	Iteration 14Q: 3 clusters Score -1688579 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1688661.250000 Penalty: 3130.679199
	Iteration 15Q: 3 clusters Score -1688661 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1688714.125000 Penalty: 3130.679199
	Iteration 16Q: 3 clusters Score -1688714 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1688756.375000 Penalty: 3130.679199
	Iteration 17Q: 3 clusters Score -1688756 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1688782.000000 Penalty: 3130.679199
	Iteration 18Q: 3 clusters Score -1688782 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1688812.375000 Penalty: 3130.679199
	Iteration 19Q: 3 clusters Score -1688812 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1688837.875000 Penalty: 3130.679199
	Iteration 20F: 3 clusters Score -1688838 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1688857.125000 Penalty: 3130.679199
	Iteration 21Q: 3 clusters Score -1688857 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1688884.000000 Penalty: 3130.679199
	Iteration 22Q: 3 clusters Score -1688884 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1688908.375000 Penalty: 3130.679199
	Iteration 23Q: 3 clusters Score -1688908 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1688936.250000 Penalty: 3130.679199
	Iteration 24Q: 3 clusters Score -1688936 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1688968.000000 Penalty: 3130.679199
	Iteration 25Q: 3 clusters Score -1688968 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1688995.500000 Penalty: 3130.679199
	Iteration 26Q: 3 clusters Score -1688996 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1689021.125000 Penalty: 3130.679199
	Iteration 27Q: 3 clusters Score -1689021 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1689050.500000 Penalty: 3130.679199
	Iteration 28Q: 3 clusters Score -1689050 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1689084.375000 Penalty: 3130.679199
	Iteration 29Q: 3 clusters Score -1689084 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1689124.000000 Penalty: 3130.679199
	Iteration 30Q: 3 clusters Score -1689124 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1689149.375000 Penalty: 3130.679199
	Iteration 31Q: 3 clusters Score -1689149 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1689180.875000 Penalty: 3130.679199
	Iteration 32Q: 3 clusters Score -1689181 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1689212.875000 Penalty: 3130.679199
	Iteration 33Q: 3 clusters Score -1689213 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1689255.000000 Penalty: 3130.679199
	Iteration 34Q: 3 clusters Score -1689255 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1689311.625000 Penalty: 3130.679199
	Iteration 35Q: 3 clusters Score -1689312 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1689360.250000 Penalty: 3130.679199
	Iteration 36Q: 3 clusters Score -1689360 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1689418.125000 Penalty: 3130.679199
	Iteration 37Q: 3 clusters Score -1689418 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1689467.000000 Penalty: 3130.679199
	Iteration 38Q: 3 clusters Score -1689467 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1689535.375000 Penalty: 3130.679199
	Iteration 39Q: 3 clusters Score -1689535 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1689594.375000 Penalty: 3130.679199
	Iteration 40F: 3 clusters Score -1689594 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1689676.125000 Penalty: 3130.679199
	Iteration 41Q: 3 clusters Score -1689676 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1689754.500000 Penalty: 3130.679199
	Iteration 42Q: 3 clusters Score -1689754 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1689859.000000 Penalty: 3130.679199
	Iteration 43Q: 3 clusters Score -1689859 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1689975.625000 Penalty: 3130.679199
	Iteration 44Q: 3 clusters Score -1689976 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1690101.500000 Penalty: 3130.679199
	Iteration 45Q: 3 clusters Score -1690102 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1690264.750000 Penalty: 3130.679199
	Iteration 46Q: 3 clusters Score -1690265 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1690435.750000 Penalty: 3130.679199
	Iteration 47Q: 3 clusters Score -1690436 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1690609.500000 Penalty: 3130.679199
	Iteration 48Q: 3 clusters Score -1690610 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1690753.000000 Penalty: 3130.679199
	Iteration 49Q: 3 clusters Score -1690753 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1690898.125000 Penalty: 3130.679199
	Iteration 50Q: 3 clusters Score -1690898 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1691020.875000 Penalty: 3130.679199
	Iteration 51Q: 3 clusters Score -1691021 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1691111.375000 Penalty: 3130.679199
	Iteration 52Q: 3 clusters Score -1691111 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1691161.000000 Penalty: 3130.679199
	Iteration 53Q: 3 clusters Score -1691161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1691191.500000 Penalty: 3130.679199
	Iteration 54Q: 3 clusters Score -1691192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1691223.000000 Penalty: 3130.679199
	Iteration 55Q: 3 clusters Score -1691223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1691245.375000 Penalty: 3130.679199
	Iteration 56Q: 3 clusters Score -1691245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1691258.375000 Penalty: 3130.679199
	Iteration 57Q: 3 clusters Score -1691258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1691273.250000 Penalty: 3130.679199
	Iteration 58Q: 3 clusters Score -1691273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1691283.875000 Penalty: 3130.679199
	Iteration 59Q: 3 clusters Score -1691284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1691296.750000 Penalty: 3130.679199
	Iteration 60F: 3 clusters Score -1691297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1691298.875000 Penalty: 3130.679199
	Iteration 61Q: 3 clusters Score -1691299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1691304.875000 Penalty: 3130.679199
	Iteration 62Q: 3 clusters Score -1691305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1691306.375000 Penalty: 3130.679199
	Iteration 63Q: 3 clusters Score -1691306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1691307.875000 Penalty: 3130.679199
	Iteration 64Q: 3 clusters Score -1691308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1691309.000000 Penalty: 3130.679199
	Iteration 65Q: 3 clusters Score -1691309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1691310.875000 Penalty: 3130.679199
	Iteration 66Q: 3 clusters Score -1691311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1691310.875000 Penalty: 3130.679199
	Iteration 67F: 3 clusters Score -1691311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Entering Unmasked Estep 
Score: -428598.875000 Penalty: 1334.674561
	Iteration 0F: 2 clusters Score -428598.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -425419.968750 Penalty: 2669.349121
	Iteration 0F: 3 clusters Score -425420 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -426205.093750 Penalty: 2669.349121
	Iteration 1F: 3 clusters Score -426205.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -426365.250000 Penalty: 2669.349121
	Iteration 2F: 3 clusters Score -426365.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -426461.531250 Penalty: 2669.349121
	Iteration 3Q: 3 clusters Score -426461.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -426531.281250 Penalty: 2669.349121
	Iteration 4Q: 3 clusters Score -426531.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -426582.437500 Penalty: 2669.349121
	Iteration 5Q: 3 clusters Score -426582.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -426625.937500 Penalty: 2669.349121
	Iteration 6Q: 3 clusters Score -426625.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -426657.343750 Penalty: 2669.349121
	Iteration 7Q: 3 clusters Score -426657.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -426690.937500 Penalty: 2669.349121
	Iteration 8Q: 3 clusters Score -426690.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -426720.593750 Penalty: 2669.349121
	Iteration 9Q: 3 clusters Score -426720.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -426753.000000 Penalty: 2669.349121
	Iteration 10Q: 3 clusters Score -426753 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -426782.000000 Penalty: 2669.349121
	Iteration 11Q: 3 clusters Score -426782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -426821.812500 Penalty: 2669.349121
	Iteration 12Q: 3 clusters Score -426821.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -426860.500000 Penalty: 2669.349121
	Iteration 13Q: 3 clusters Score -426860.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -426889.281250 Penalty: 2669.349121
	Iteration 14Q: 3 clusters Score -426889.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -426922.593750 Penalty: 2669.349121
	Iteration 15Q: 3 clusters Score -426922.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -426955.968750 Penalty: 2669.349121
	Iteration 16Q: 3 clusters Score -426956 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -426990.906250 Penalty: 2669.349121
	Iteration 17Q: 3 clusters Score -426990.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -427023.250000 Penalty: 2669.349121
	Iteration 18Q: 3 clusters Score -427023.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -427055.718750 Penalty: 2669.349121
	Iteration 19Q: 3 clusters Score -427055.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -427108.062500 Penalty: 2669.349121
	Iteration 20F: 3 clusters Score -427108.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -427175.812500 Penalty: 2669.349121
	Iteration 21Q: 3 clusters Score -427175.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -427228.812500 Penalty: 2669.349121
	Iteration 22Q: 3 clusters Score -427228.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -427268.531250 Penalty: 2669.349121
	Iteration 23Q: 3 clusters Score -427268.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -427306.718750 Penalty: 2669.349121
	Iteration 24Q: 3 clusters Score -427306.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -427335.281250 Penalty: 2669.349121
	Iteration 25Q: 3 clusters Score -427335.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -427366.437500 Penalty: 2669.349121
	Iteration 26Q: 3 clusters Score -427366.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -427396.062500 Penalty: 2669.349121
	Iteration 27Q: 3 clusters Score -427396.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -427419.625000 Penalty: 2669.349121
	Iteration 28Q: 3 clusters Score -427419.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -427446.375000 Penalty: 2669.349121
	Iteration 29Q: 3 clusters Score -427446.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -427466.687500 Penalty: 2669.349121
	Iteration 30Q: 3 clusters Score -427466.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -427482.562500 Penalty: 2669.349121
	Iteration 31Q: 3 clusters Score -427482.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -427493.375000 Penalty: 2669.349121
	Iteration 32Q: 3 clusters Score -427493.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -427502.687500 Penalty: 2669.349121
	Iteration 33Q: 3 clusters Score -427502.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -427508.968750 Penalty: 2669.349121
	Iteration 34Q: 3 clusters Score -427509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -427512.937500 Penalty: 2669.349121
	Iteration 35Q: 3 clusters Score -427512.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -427518.281250 Penalty: 2669.349121
	Iteration 36Q: 3 clusters Score -427518.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -427522.500000 Penalty: 2669.349121
	Iteration 37Q: 3 clusters Score -427522.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -427526.906250 Penalty: 2669.349121
	Iteration 38Q: 3 clusters Score -427526.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -427527.062500 Penalty: 2669.349121
	Iteration 39Q: 3 clusters Score -427527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -427528.375000 Penalty: 2669.349121
	Iteration 40F: 3 clusters Score -427528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -427529.500000 Penalty: 2669.349121
	Iteration 41Q: 3 clusters Score -427529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -427530.625000 Penalty: 2669.349121
	Iteration 42Q: 3 clusters Score -427530.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -427533.062500 Penalty: 2669.349121
	Iteration 43Q: 3 clusters Score -427533.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -427534.937500 Penalty: 2669.349121
	Iteration 44Q: 3 clusters Score -427534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -427535.156250 Penalty: 2669.349121
	Iteration 45Q: 3 clusters Score -427535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -427536.125000 Penalty: 2669.349121
	Iteration 46Q: 3 clusters Score -427536.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -427536.218750 Penalty: 2669.349121
	Iteration 47Q: 3 clusters Score -427536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -427536.218750 Penalty: 2669.349121
	Iteration 48F: 3 clusters Score -427536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91016 members 
Entering Unmasked Estep 
Score: -10504140.000000 Penalty: 1855.553467
	Iteration 0F: 2 clusters Score -1.050414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -10444571.000000 Penalty: 3711.106934
	Iteration 0F: 3 clusters Score -1.044457e+07 nChanged 43582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -10469620.000000 Penalty: 3711.106934
	Iteration 1F: 3 clusters Score -1.046962e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -10470112.000000 Penalty: 3711.106934
	Iteration 2Q: 3 clusters Score -1.047011e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -10470693.000000 Penalty: 3711.106934
	Iteration 3Q: 3 clusters Score -1.047069e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -10471193.000000 Penalty: 3711.106934
	Iteration 4Q: 3 clusters Score -1.047119e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -10471861.000000 Penalty: 3711.106934
	Iteration 5Q: 3 clusters Score -1.047186e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -10472876.000000 Penalty: 3711.106934
	Iteration 6Q: 3 clusters Score -1.047288e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -10474385.000000 Penalty: 3711.106934
	Iteration 7Q: 3 clusters Score -1.047438e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -10476918.000000 Penalty: 3711.106934
	Iteration 8F: 3 clusters Score -1.047692e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -10480701.000000 Penalty: 3711.106934
	Iteration 9F: 3 clusters Score -1.04807e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -10486505.000000 Penalty: 3711.106934
	Iteration 10F: 3 clusters Score -1.04865e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -10493036.000000 Penalty: 3711.106934
	Iteration 11F: 3 clusters Score -1.049304e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -10498086.000000 Penalty: 3711.106934
	Iteration 12F: 3 clusters Score -1.049809e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88674 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -10500712.000000 Penalty: 3711.106934
	Iteration 13Q: 3 clusters Score -1.050071e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -10501759.000000 Penalty: 3711.106934
	Iteration 14Q: 3 clusters Score -1.050176e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90503 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10502133.000000 Penalty: 3711.106934
	Iteration 15Q: 3 clusters Score -1.050213e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90672 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10502277.000000 Penalty: 3711.106934
	Iteration 16Q: 3 clusters Score -1.050228e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90733 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10502380.000000 Penalty: 3711.106934
	Iteration 17Q: 3 clusters Score -1.050238e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10502429.000000 Penalty: 3711.106934
	Iteration 18Q: 3 clusters Score -1.050243e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90799 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10502469.000000 Penalty: 3711.106934
	Iteration 19Q: 3 clusters Score -1.050247e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10502482.000000 Penalty: 3711.106934
	Iteration 20F: 3 clusters Score -1.050248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90818 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10502488.000000 Penalty: 3711.106934
	Iteration 21Q: 3 clusters Score -1.050249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10502494.000000 Penalty: 3711.106934
	Iteration 22Q: 3 clusters Score -1.050249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10502494.000000 Penalty: 3711.106934
	Iteration 23F: 3 clusters Score -1.050249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Entering Unmasked Estep 
Score: -1742541.500000 Penalty: 1562.514160
	Iteration 0F: 2 clusters Score -1742542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1732136.625000 Penalty: 3125.028320
	Iteration 0F: 3 clusters Score -1732137 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1735693.625000 Penalty: 3125.028320
	Iteration 1F: 3 clusters Score -1735694 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1735907.750000 Penalty: 3125.028320
	Iteration 2Q: 3 clusters Score -1735908 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1736054.625000 Penalty: 3125.028320
	Iteration 3Q: 3 clusters Score -1736055 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1736193.250000 Penalty: 3125.028320
	Iteration 4Q: 3 clusters Score -1736193 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1736312.125000 Penalty: 3125.028320
	Iteration 5Q: 3 clusters Score -1736312 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1736402.500000 Penalty: 3125.028320
	Iteration 6Q: 3 clusters Score -1736402 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1736501.250000 Penalty: 3125.028320
	Iteration 7Q: 3 clusters Score -1736501 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1736585.250000 Penalty: 3125.028320
	Iteration 8Q: 3 clusters Score -1736585 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1736675.250000 Penalty: 3125.028320
	Iteration 9Q: 3 clusters Score -1736675 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1736767.625000 Penalty: 3125.028320
	Iteration 10Q: 3 clusters Score -1736768 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1736888.125000 Penalty: 3125.028320
	Iteration 11Q: 3 clusters Score -1736888 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1737032.375000 Penalty: 3125.028320
	Iteration 12Q: 3 clusters Score -1737032 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1737178.750000 Penalty: 3125.028320
	Iteration 13Q: 3 clusters Score -1737179 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1737358.250000 Penalty: 3125.028320
	Iteration 14Q: 3 clusters Score -1737358 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1737585.750000 Penalty: 3125.028320
	Iteration 15Q: 3 clusters Score -1737586 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1737872.500000 Penalty: 3125.028320
	Iteration 16Q: 3 clusters Score -1737872 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1738193.750000 Penalty: 3125.028320
	Iteration 17Q: 3 clusters Score -1738194 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1738526.375000 Penalty: 3125.028320
	Iteration 18Q: 3 clusters Score -1738526 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1738851.750000 Penalty: 3125.028320
	Iteration 19Q: 3 clusters Score -1738852 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1739216.250000 Penalty: 3125.028320
	Iteration 20F: 3 clusters Score -1739216 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1739551.500000 Penalty: 3125.028320
	Iteration 21Q: 3 clusters Score -1739552 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1739820.625000 Penalty: 3125.028320
	Iteration 22Q: 3 clusters Score -1739821 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1740007.875000 Penalty: 3125.028320
	Iteration 23Q: 3 clusters Score -1740008 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1740141.625000 Penalty: 3125.028320
	Iteration 24Q: 3 clusters Score -1740142 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1740249.500000 Penalty: 3125.028320
	Iteration 25Q: 3 clusters Score -1740250 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1740336.750000 Penalty: 3125.028320
	Iteration 26Q: 3 clusters Score -1740337 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1740432.125000 Penalty: 3125.028320
	Iteration 27Q: 3 clusters Score -1740432 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1740507.750000 Penalty: 3125.028320
	Iteration 28Q: 3 clusters Score -1740508 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1740574.250000 Penalty: 3125.028320
	Iteration 29Q: 3 clusters Score -1740574 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1740622.750000 Penalty: 3125.028320
	Iteration 30Q: 3 clusters Score -1740623 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1740664.625000 Penalty: 3125.028320
	Iteration 31Q: 3 clusters Score -1740665 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1740710.500000 Penalty: 3125.028320
	Iteration 32Q: 3 clusters Score -1740710 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1740769.750000 Penalty: 3125.028320
	Iteration 33Q: 3 clusters Score -1740770 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1740810.125000 Penalty: 3125.028320
	Iteration 34Q: 3 clusters Score -1740810 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1740845.000000 Penalty: 3125.028320
	Iteration 35Q: 3 clusters Score -1740845 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1740880.125000 Penalty: 3125.028320
	Iteration 36Q: 3 clusters Score -1740880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1740898.625000 Penalty: 3125.028320
	Iteration 37Q: 3 clusters Score -1740899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1740922.375000 Penalty: 3125.028320
	Iteration 38Q: 3 clusters Score -1740922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1740938.125000 Penalty: 3125.028320
	Iteration 39Q: 3 clusters Score -1740938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1740952.375000 Penalty: 3125.028320
	Iteration 40F: 3 clusters Score -1740952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1740971.250000 Penalty: 3125.028320
	Iteration 41Q: 3 clusters Score -1740971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1740985.500000 Penalty: 3125.028320
	Iteration 42Q: 3 clusters Score -1740986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1740989.875000 Penalty: 3125.028320
	Iteration 43Q: 3 clusters Score -1740990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1740997.125000 Penalty: 3125.028320
	Iteration 44Q: 3 clusters Score -1740997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1741003.625000 Penalty: 3125.028320
	Iteration 45Q: 3 clusters Score -1741004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1741008.250000 Penalty: 3125.028320
	Iteration 46Q: 3 clusters Score -1741008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1741015.125000 Penalty: 3125.028320
	Iteration 47Q: 3 clusters Score -1741015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1741016.125000 Penalty: 3125.028320
	Iteration 48Q: 3 clusters Score -1741016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1741019.125000 Penalty: 3125.028320
	Iteration 49Q: 3 clusters Score -1741019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1741020.375000 Penalty: 3125.028320
	Iteration 50Q: 3 clusters Score -1741020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1741022.000000 Penalty: 3125.028320
	Iteration 51Q: 3 clusters Score -1741022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1741022.375000 Penalty: 3125.028320
	Iteration 52Q: 3 clusters Score -1741022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1741030.625000 Penalty: 3125.028320
	Iteration 53Q: 3 clusters Score -1741031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1741033.625000 Penalty: 3125.028320
	Iteration 54Q: 3 clusters Score -1741034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1741038.750000 Penalty: 3125.028320
	Iteration 55Q: 3 clusters Score -1741039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1741042.375000 Penalty: 3125.028320
	Iteration 56Q: 3 clusters Score -1741042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1741047.375000 Penalty: 3125.028320
	Iteration 57Q: 3 clusters Score -1741047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1741052.375000 Penalty: 3125.028320
	Iteration 58Q: 3 clusters Score -1741052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1741053.625000 Penalty: 3125.028320
	Iteration 59Q: 3 clusters Score -1741054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1741055.500000 Penalty: 3125.028320
	Iteration 60F: 3 clusters Score -1741056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1741061.375000 Penalty: 3125.028320
	Iteration 61Q: 3 clusters Score -1741061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1741066.750000 Penalty: 3125.028320
	Iteration 62Q: 3 clusters Score -1741067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1741071.750000 Penalty: 3125.028320
	Iteration 63Q: 3 clusters Score -1741072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1741074.250000 Penalty: 3125.028320
	Iteration 64Q: 3 clusters Score -1741074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1741079.000000 Penalty: 3125.028320
	Iteration 65Q: 3 clusters Score -1741079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1741081.125000 Penalty: 3125.028320
	Iteration 66Q: 3 clusters Score -1741081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1741082.750000 Penalty: 3125.028320
	Iteration 67Q: 3 clusters Score -1741083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1741082.875000 Penalty: 3125.028320
	Iteration 68Q: 3 clusters Score -1741083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1741087.625000 Penalty: 3125.028320
	Iteration 69Q: 3 clusters Score -1741088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1741089.000000 Penalty: 3125.028320
	Iteration 70Q: 3 clusters Score -1741089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1741090.750000 Penalty: 3125.028320
	Iteration 71Q: 3 clusters Score -1741091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1741094.625000 Penalty: 3125.028320
	Iteration 72Q: 3 clusters Score -1741095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1741096.250000 Penalty: 3125.028320
	Iteration 73Q: 3 clusters Score -1741096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1741098.875000 Penalty: 3125.028320
	Iteration 74Q: 3 clusters Score -1741099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1741102.500000 Penalty: 3125.028320
	Iteration 75Q: 3 clusters Score -1741102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1741101.000000 Penalty: 3125.028320
	Iteration 76Q: 3 clusters Score -1741101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1741103.375000 Penalty: 3125.028320
	Iteration 77Q: 3 clusters Score -1741103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1741105.250000 Penalty: 3125.028320
	Iteration 78Q: 3 clusters Score -1741105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1741109.375000 Penalty: 3125.028320
	Iteration 79Q: 3 clusters Score -1741109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1741111.500000 Penalty: 3125.028320
	Iteration 80F: 3 clusters Score -1741112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1741111.125000 Penalty: 3125.028320
	Iteration 81Q: 3 clusters Score -1741111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1741114.375000 Penalty: 3125.028320
	Iteration 82Q: 3 clusters Score -1741114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1741115.625000 Penalty: 3125.028320
	Iteration 83Q: 3 clusters Score -1741116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1741113.375000 Penalty: 3125.028320
	Iteration 84Q: 3 clusters Score -1741113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1741116.000000 Penalty: 3125.028320
	Iteration 85Q: 3 clusters Score -1741116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1741116.500000 Penalty: 3125.028320
	Iteration 86Q: 3 clusters Score -1741116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1741117.625000 Penalty: 3125.028320
	Iteration 87Q: 3 clusters Score -1741118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1741116.375000 Penalty: 3125.028320
	Iteration 88Q: 3 clusters Score -1741116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1741117.500000 Penalty: 3125.028320
	Iteration 89Q: 3 clusters Score -1741118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1741119.750000 Penalty: 3125.028320
	Iteration 90Q: 3 clusters Score -1741120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1741124.125000 Penalty: 3125.028320
	Iteration 91Q: 3 clusters Score -1741124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1741122.875000 Penalty: 3125.028320
	Iteration 92Q: 3 clusters Score -1741123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1741128.500000 Penalty: 3125.028320
	Iteration 93Q: 3 clusters Score -1741128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1741133.125000 Penalty: 3125.028320
	Iteration 94Q: 3 clusters Score -1741133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1741131.625000 Penalty: 3125.028320
	Iteration 95Q: 3 clusters Score -1741132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1741133.500000 Penalty: 3125.028320
	Iteration 96Q: 3 clusters Score -1741134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1741135.750000 Penalty: 3125.028320
	Iteration 97Q: 3 clusters Score -1741136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1741138.125000 Penalty: 3125.028320
	Iteration 98Q: 3 clusters Score -1741138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1741137.500000 Penalty: 3125.028320
	Iteration 99Q: 3 clusters Score -1741138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1741140.375000 Penalty: 3125.028320
	Iteration 100F: 3 clusters Score -1741140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1741138.125000 Penalty: 3125.028320
	Iteration 101Q: 3 clusters Score -1741138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1741141.125000 Penalty: 3125.028320
	Iteration 102Q: 3 clusters Score -1741141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1741143.375000 Penalty: 3125.028320
	Iteration 103Q: 3 clusters Score -1741143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1741144.875000 Penalty: 3125.028320
	Iteration 104Q: 3 clusters Score -1741145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1741144.875000 Penalty: 3125.028320
	Iteration 105F: 3 clusters Score -1741145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -43497.628906 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -43497.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42594.039062 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -42594.04 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42800.347656 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -42800.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42917.351562 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -42917.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42997.878906 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -42997.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43040.464844 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -43040.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43056.781250 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -43056.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43067.660156 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -43067.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43073.976562 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -43073.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43078.562500 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -43078.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -43096.449219 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -43096.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43104.804688 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -43104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43104.804688 Penalty: 1973.739502
	Iteration 11F: 3 clusters Score -43104.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Entering Unmasked Estep 
Score: -1813332.875000 Penalty: 1569.534424
	Iteration 0F: 2 clusters Score -1813333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1802433.000000 Penalty: 3139.068848
	Iteration 0F: 3 clusters Score -1802433 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1806198.625000 Penalty: 3139.068848
	Iteration 1F: 3 clusters Score -1806199 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1806468.000000 Penalty: 3139.068848
	Iteration 2F: 3 clusters Score -1806468 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1806699.250000 Penalty: 3139.068848
	Iteration 3Q: 3 clusters Score -1806699 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1806928.625000 Penalty: 3139.068848
	Iteration 4Q: 3 clusters Score -1806929 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1807123.500000 Penalty: 3139.068848
	Iteration 5Q: 3 clusters Score -1807124 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1807331.375000 Penalty: 3139.068848
	Iteration 6Q: 3 clusters Score -1807331 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1807561.125000 Penalty: 3139.068848
	Iteration 7Q: 3 clusters Score -1807561 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1807863.625000 Penalty: 3139.068848
	Iteration 8Q: 3 clusters Score -1807864 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1808241.875000 Penalty: 3139.068848
	Iteration 9Q: 3 clusters Score -1808242 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1808717.500000 Penalty: 3139.068848
	Iteration 10Q: 3 clusters Score -1808718 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1809282.125000 Penalty: 3139.068848
	Iteration 11F: 3 clusters Score -1809282 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1809866.375000 Penalty: 3139.068848
	Iteration 12Q: 3 clusters Score -1809866 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1810449.875000 Penalty: 3139.068848
	Iteration 13Q: 3 clusters Score -1810450 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1810902.250000 Penalty: 3139.068848
	Iteration 14Q: 3 clusters Score -1810902 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1811219.000000 Penalty: 3139.068848
	Iteration 15Q: 3 clusters Score -1811219 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1811428.125000 Penalty: 3139.068848
	Iteration 16Q: 3 clusters Score -1811428 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1811555.250000 Penalty: 3139.068848
	Iteration 17Q: 3 clusters Score -1811555 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1811656.125000 Penalty: 3139.068848
	Iteration 18Q: 3 clusters Score -1811656 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1811735.750000 Penalty: 3139.068848
	Iteration 19Q: 3 clusters Score -1811736 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1811807.125000 Penalty: 3139.068848
	Iteration 20F: 3 clusters Score -1811807 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1811845.000000 Penalty: 3139.068848
	Iteration 21Q: 3 clusters Score -1811845 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1811870.500000 Penalty: 3139.068848
	Iteration 22Q: 3 clusters Score -1811870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1811901.750000 Penalty: 3139.068848
	Iteration 23Q: 3 clusters Score -1811902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1811925.250000 Penalty: 3139.068848
	Iteration 24Q: 3 clusters Score -1811925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1811946.125000 Penalty: 3139.068848
	Iteration 25Q: 3 clusters Score -1811946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1811951.125000 Penalty: 3139.068848
	Iteration 26Q: 3 clusters Score -1811951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1811964.250000 Penalty: 3139.068848
	Iteration 27Q: 3 clusters Score -1811964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1811977.750000 Penalty: 3139.068848
	Iteration 28Q: 3 clusters Score -1811978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1811992.250000 Penalty: 3139.068848
	Iteration 29Q: 3 clusters Score -1811992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1812007.250000 Penalty: 3139.068848
	Iteration 30Q: 3 clusters Score -1812007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1812013.125000 Penalty: 3139.068848
	Iteration 31Q: 3 clusters Score -1812013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1812019.750000 Penalty: 3139.068848
	Iteration 32Q: 3 clusters Score -1812020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1812029.125000 Penalty: 3139.068848
	Iteration 33Q: 3 clusters Score -1812029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1812035.500000 Penalty: 3139.068848
	Iteration 34Q: 3 clusters Score -1812036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1812045.875000 Penalty: 3139.068848
	Iteration 35Q: 3 clusters Score -1812046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1812054.500000 Penalty: 3139.068848
	Iteration 36Q: 3 clusters Score -1812054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1812056.250000 Penalty: 3139.068848
	Iteration 37Q: 3 clusters Score -1812056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1812064.125000 Penalty: 3139.068848
	Iteration 38Q: 3 clusters Score -1812064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1812067.375000 Penalty: 3139.068848
	Iteration 39Q: 3 clusters Score -1812067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1812074.375000 Penalty: 3139.068848
	Iteration 40F: 3 clusters Score -1812074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1812078.750000 Penalty: 3139.068848
	Iteration 41Q: 3 clusters Score -1812079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1812083.375000 Penalty: 3139.068848
	Iteration 42Q: 3 clusters Score -1812083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1812088.875000 Penalty: 3139.068848
	Iteration 43Q: 3 clusters Score -1812089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1812089.375000 Penalty: 3139.068848
	Iteration 44Q: 3 clusters Score -1812089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1812089.750000 Penalty: 3139.068848
	Iteration 45Q: 3 clusters Score -1812090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1812093.625000 Penalty: 3139.068848
	Iteration 46Q: 3 clusters Score -1812094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1812095.125000 Penalty: 3139.068848
	Iteration 47Q: 3 clusters Score -1812095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1812097.125000 Penalty: 3139.068848
	Iteration 48Q: 3 clusters Score -1812097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1812101.500000 Penalty: 3139.068848
	Iteration 49Q: 3 clusters Score -1812102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1812102.125000 Penalty: 3139.068848
	Iteration 50Q: 3 clusters Score -1812102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1812102.125000 Penalty: 3139.068848
	Iteration 51Q: 3 clusters Score -1812102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1812102.125000 Penalty: 3139.068848
	Iteration 52F: 3 clusters Score -1812102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Entering Unmasked Estep 
Score: -417071.375000 Penalty: 1334.056763
	Iteration 0F: 2 clusters Score -417071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -413939.906250 Penalty: 2668.113525
	Iteration 0F: 3 clusters Score -413939.9 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -414725.000000 Penalty: 2668.113525
	Iteration 1F: 3 clusters Score -414725 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -414889.437500 Penalty: 2668.113525
	Iteration 2F: 3 clusters Score -414889.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -414988.937500 Penalty: 2668.113525
	Iteration 3F: 3 clusters Score -414988.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -415072.281250 Penalty: 2668.113525
	Iteration 4Q: 3 clusters Score -415072.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -415172.375000 Penalty: 2668.113525
	Iteration 5Q: 3 clusters Score -415172.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -415287.750000 Penalty: 2668.113525
	Iteration 6Q: 3 clusters Score -415287.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -415403.312500 Penalty: 2668.113525
	Iteration 7Q: 3 clusters Score -415403.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -415491.500000 Penalty: 2668.113525
	Iteration 8Q: 3 clusters Score -415491.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -415576.343750 Penalty: 2668.113525
	Iteration 9Q: 3 clusters Score -415576.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -415646.875000 Penalty: 2668.113525
	Iteration 10Q: 3 clusters Score -415646.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -415715.437500 Penalty: 2668.113525
	Iteration 11Q: 3 clusters Score -415715.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -415776.281250 Penalty: 2668.113525
	Iteration 12Q: 3 clusters Score -415776.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -415846.281250 Penalty: 2668.113525
	Iteration 13Q: 3 clusters Score -415846.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -415904.062500 Penalty: 2668.113525
	Iteration 14Q: 3 clusters Score -415904.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -415938.375000 Penalty: 2668.113525
	Iteration 15Q: 3 clusters Score -415938.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -415962.562500 Penalty: 2668.113525
	Iteration 16Q: 3 clusters Score -415962.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -415982.562500 Penalty: 2668.113525
	Iteration 17Q: 3 clusters Score -415982.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -416011.281250 Penalty: 2668.113525
	Iteration 18Q: 3 clusters Score -416011.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -416036.843750 Penalty: 2668.113525
	Iteration 19Q: 3 clusters Score -416036.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -416056.156250 Penalty: 2668.113525
	Iteration 20F: 3 clusters Score -416056.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -416072.125000 Penalty: 2668.113525
	Iteration 21Q: 3 clusters Score -416072.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -416080.875000 Penalty: 2668.113525
	Iteration 22Q: 3 clusters Score -416080.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -416089.500000 Penalty: 2668.113525
	Iteration 23Q: 3 clusters Score -416089.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -416093.468750 Penalty: 2668.113525
	Iteration 24Q: 3 clusters Score -416093.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -416098.343750 Penalty: 2668.113525
	Iteration 25Q: 3 clusters Score -416098.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -416102.437500 Penalty: 2668.113525
	Iteration 26Q: 3 clusters Score -416102.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -416103.968750 Penalty: 2668.113525
	Iteration 27Q: 3 clusters Score -416104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -416104.906250 Penalty: 2668.113525
	Iteration 28Q: 3 clusters Score -416104.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -416107.125000 Penalty: 2668.113525
	Iteration 29Q: 3 clusters Score -416107.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -416109.187500 Penalty: 2668.113525
	Iteration 30Q: 3 clusters Score -416109.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -416112.593750 Penalty: 2668.113525
	Iteration 31Q: 3 clusters Score -416112.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -416115.531250 Penalty: 2668.113525
	Iteration 32Q: 3 clusters Score -416115.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -416116.750000 Penalty: 2668.113525
	Iteration 33Q: 3 clusters Score -416116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -416116.875000 Penalty: 2668.113525
	Iteration 34Q: 3 clusters Score -416116.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -416116.875000 Penalty: 2668.113525
	Iteration 35F: 3 clusters Score -416116.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (147513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147513 members 
Entering Unmasked Estep 
Score: -16731462.000000 Penalty: 1934.021606
	Iteration 0F: 2 clusters Score -1.673146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73850 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -16634943.000000 Penalty: 3868.043213
	Iteration 0F: 3 clusters Score -1.663494e+07 nChanged 71052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75686 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -16676008.000000 Penalty: 3868.043213
	Iteration 1F: 3 clusters Score -1.667601e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -16676648.000000 Penalty: 3868.043213
	Iteration 2Q: 3 clusters Score -1.667665e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78532 members 
Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
Score: -16677367.000000 Penalty: 3868.043213
	Iteration 3Q: 3 clusters Score -1.667737e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -16678444.000000 Penalty: 3868.043213
	Iteration 4Q: 3 clusters Score -1.667844e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85043 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -16680199.000000 Penalty: 3868.043213
	Iteration 5Q: 3 clusters Score -1.66802e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90826 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -16683219.000000 Penalty: 3868.043213
	Iteration 6Q: 3 clusters Score -1.668322e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98632 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -16688546.000000 Penalty: 3868.043213
	Iteration 7F: 3 clusters Score -1.668855e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108324 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -16696058.000000 Penalty: 3868.043213
	Iteration 8F: 3 clusters Score -1.669606e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118292 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -16704694.000000 Penalty: 3868.043213
	Iteration 9F: 3 clusters Score -1.670469e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126555 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -16712193.000000 Penalty: 3868.043213
	Iteration 10F: 3 clusters Score -1.671219e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132498 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -16717413.000000 Penalty: 3868.043213
	Iteration 11Q: 3 clusters Score -1.671741e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136687 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -16720883.000000 Penalty: 3868.043213
	Iteration 12Q: 3 clusters Score -1.672088e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139877 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -16723560.000000 Penalty: 3868.043213
	Iteration 13Q: 3 clusters Score -1.672356e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142262 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -16725753.000000 Penalty: 3868.043213
	Iteration 14Q: 3 clusters Score -1.672575e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144106 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -16727221.000000 Penalty: 3868.043213
	Iteration 15Q: 3 clusters Score -1.672722e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145329 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -16728242.000000 Penalty: 3868.043213
	Iteration 16Q: 3 clusters Score -1.672824e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146080 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -16728806.000000 Penalty: 3868.043213
	Iteration 17Q: 3 clusters Score -1.672881e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146534 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -16729257.000000 Penalty: 3868.043213
	Iteration 18Q: 3 clusters Score -1.672926e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146777 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -16729446.000000 Penalty: 3868.043213
	Iteration 19Q: 3 clusters Score -1.672945e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146907 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -16729540.000000 Penalty: 3868.043213
	Iteration 20F: 3 clusters Score -1.672954e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147003 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -16729621.000000 Penalty: 3868.043213
	Iteration 21Q: 3 clusters Score -1.672962e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147068 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -16729685.000000 Penalty: 3868.043213
	Iteration 22Q: 3 clusters Score -1.672968e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147102 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -16729720.000000 Penalty: 3868.043213
	Iteration 23Q: 3 clusters Score -1.672972e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -16729742.000000 Penalty: 3868.043213
	Iteration 24Q: 3 clusters Score -1.672974e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147155 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -16729764.000000 Penalty: 3868.043213
	Iteration 25Q: 3 clusters Score -1.672976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147171 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -16729776.000000 Penalty: 3868.043213
	Iteration 26Q: 3 clusters Score -1.672978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147186 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -16729805.000000 Penalty: 3868.043213
	Iteration 27Q: 3 clusters Score -1.67298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147193 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -16729825.000000 Penalty: 3868.043213
	Iteration 28Q: 3 clusters Score -1.672982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147201 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -16729833.000000 Penalty: 3868.043213
	Iteration 29Q: 3 clusters Score -1.672983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147207 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -16729843.000000 Penalty: 3868.043213
	Iteration 30Q: 3 clusters Score -1.672984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147214 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16729837.000000 Penalty: 3868.043213
	Iteration 31Q: 3 clusters Score -1.672984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147217 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -16729856.000000 Penalty: 3868.043213
	Iteration 32Q: 3 clusters Score -1.672986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147219 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -16729863.000000 Penalty: 3868.043213
	Iteration 33Q: 3 clusters Score -1.672986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147222 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16729866.000000 Penalty: 3868.043213
	Iteration 34Q: 3 clusters Score -1.672987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147224 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -16729864.000000 Penalty: 3868.043213
	Iteration 35Q: 3 clusters Score -1.672986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147225 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -16729871.000000 Penalty: 3868.043213
	Iteration 36Q: 3 clusters Score -1.672987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147226 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16729862.000000 Penalty: 3868.043213
	Iteration 37Q: 3 clusters Score -1.672986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147226 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16729862.000000 Penalty: 3868.043213
	Iteration 38F: 3 clusters Score -1.672986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Entering Unmasked Estep 
Score: -349491.218750 Penalty: 1301.791382
	Iteration 0F: 2 clusters Score -349491.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -346721.531250 Penalty: 2603.582764
	Iteration 0F: 3 clusters Score -346721.5 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -347362.218750 Penalty: 2603.582764
	Iteration 1F: 3 clusters Score -347362.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -347478.843750 Penalty: 2603.582764
	Iteration 2F: 3 clusters Score -347478.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -347553.187500 Penalty: 2603.582764
	Iteration 3Q: 3 clusters Score -347553.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -347608.906250 Penalty: 2603.582764
	Iteration 4Q: 3 clusters Score -347608.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -347646.812500 Penalty: 2603.582764
	Iteration 5Q: 3 clusters Score -347646.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -347673.625000 Penalty: 2603.582764
	Iteration 6Q: 3 clusters Score -347673.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -347693.218750 Penalty: 2603.582764
	Iteration 7Q: 3 clusters Score -347693.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -347707.375000 Penalty: 2603.582764
	Iteration 8Q: 3 clusters Score -347707.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -347722.968750 Penalty: 2603.582764
	Iteration 9Q: 3 clusters Score -347723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -347742.093750 Penalty: 2603.582764
	Iteration 10Q: 3 clusters Score -347742.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -347757.375000 Penalty: 2603.582764
	Iteration 11Q: 3 clusters Score -347757.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -347769.343750 Penalty: 2603.582764
	Iteration 12Q: 3 clusters Score -347769.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -347775.218750 Penalty: 2603.582764
	Iteration 13Q: 3 clusters Score -347775.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -347781.687500 Penalty: 2603.582764
	Iteration 14Q: 3 clusters Score -347781.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -347785.625000 Penalty: 2603.582764
	Iteration 15Q: 3 clusters Score -347785.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -347788.093750 Penalty: 2603.582764
	Iteration 16Q: 3 clusters Score -347788.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -347789.250000 Penalty: 2603.582764
	Iteration 17Q: 3 clusters Score -347789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -347790.781250 Penalty: 2603.582764
	Iteration 18Q: 3 clusters Score -347790.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -347792.062500 Penalty: 2603.582764
	Iteration 19Q: 3 clusters Score -347792.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -347795.531250 Penalty: 2603.582764
	Iteration 20F: 3 clusters Score -347795.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -347796.750000 Penalty: 2603.582764
	Iteration 21Q: 3 clusters Score -347796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -347798.750000 Penalty: 2603.582764
	Iteration 22Q: 3 clusters Score -347798.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -347800.125000 Penalty: 2603.582764
	Iteration 23Q: 3 clusters Score -347800.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -347801.375000 Penalty: 2603.582764
	Iteration 24Q: 3 clusters Score -347801.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -347802.562500 Penalty: 2603.582764
	Iteration 25Q: 3 clusters Score -347802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -347803.406250 Penalty: 2603.582764
	Iteration 26Q: 3 clusters Score -347803.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -347804.406250 Penalty: 2603.582764
	Iteration 27Q: 3 clusters Score -347804.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -347804.406250 Penalty: 2603.582764
	Iteration 28F: 3 clusters Score -347804.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Entering Unmasked Estep 
Score: -4562105.000000 Penalty: 1717.375854
	Iteration 0F: 2 clusters Score -4562105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -4536127.000000 Penalty: 3434.751709
	Iteration 0F: 3 clusters Score -4536127 nChanged 17964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -4545926.500000 Penalty: 3434.751709
	Iteration 1F: 3 clusters Score -4545926 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -4546222.000000 Penalty: 3434.751709
	Iteration 2Q: 3 clusters Score -4546222 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -4546470.500000 Penalty: 3434.751709
	Iteration 3Q: 3 clusters Score -4546470 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -4546758.500000 Penalty: 3434.751709
	Iteration 4Q: 3 clusters Score -4546758 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -4547143.000000 Penalty: 3434.751709
	Iteration 5Q: 3 clusters Score -4547143 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4547713.000000 Penalty: 3434.751709
	Iteration 6Q: 3 clusters Score -4547713 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -4548776.000000 Penalty: 3434.751709
	Iteration 7F: 3 clusters Score -4548776 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -4550644.500000 Penalty: 3434.751709
	Iteration 8F: 3 clusters Score -4550644 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -4553539.500000 Penalty: 3434.751709
	Iteration 9F: 3 clusters Score -4553540 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -4556773.500000 Penalty: 3434.751709
	Iteration 10F: 3 clusters Score -4556774 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -4559110.500000 Penalty: 3434.751709
	Iteration 11F: 3 clusters Score -4559110 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -4560103.500000 Penalty: 3434.751709
	Iteration 12Q: 3 clusters Score -4560104 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -4560374.000000 Penalty: 3434.751709
	Iteration 13Q: 3 clusters Score -4560374 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -4560464.500000 Penalty: 3434.751709
	Iteration 14Q: 3 clusters Score -4560464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -4560478.000000 Penalty: 3434.751709
	Iteration 15Q: 3 clusters Score -4560478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -4560507.000000 Penalty: 3434.751709
	Iteration 16Q: 3 clusters Score -4560507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -4560522.500000 Penalty: 3434.751709
	Iteration 17Q: 3 clusters Score -4560522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -4560531.500000 Penalty: 3434.751709
	Iteration 18Q: 3 clusters Score -4560532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -4560536.500000 Penalty: 3434.751709
	Iteration 19Q: 3 clusters Score -4560536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -4560544.500000 Penalty: 3434.751709
	Iteration 20F: 3 clusters Score -4560544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -4560547.000000 Penalty: 3434.751709
	Iteration 21Q: 3 clusters Score -4560547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -4560547.000000 Penalty: 3434.751709
	Iteration 22F: 3 clusters Score -4560547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Entering Unmasked Estep 
Score: -688853.562500 Penalty: 1411.517334
	Iteration 0F: 2 clusters Score -688853.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -684289.812500 Penalty: 2823.034668
	Iteration 0F: 3 clusters Score -684289.8 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -685514.125000 Penalty: 2823.034668
	Iteration 1F: 3 clusters Score -685514.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -685673.125000 Penalty: 2823.034668
	Iteration 2F: 3 clusters Score -685673.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -685772.312500 Penalty: 2823.034668
	Iteration 3Q: 3 clusters Score -685772.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -685842.250000 Penalty: 2823.034668
	Iteration 4Q: 3 clusters Score -685842.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -685892.937500 Penalty: 2823.034668
	Iteration 5Q: 3 clusters Score -685892.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -685930.500000 Penalty: 2823.034668
	Iteration 6Q: 3 clusters Score -685930.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -685964.687500 Penalty: 2823.034668
	Iteration 7Q: 3 clusters Score -685964.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -685988.812500 Penalty: 2823.034668
	Iteration 8Q: 3 clusters Score -685988.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -686012.625000 Penalty: 2823.034668
	Iteration 9Q: 3 clusters Score -686012.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -686041.875000 Penalty: 2823.034668
	Iteration 10Q: 3 clusters Score -686041.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -686072.437500 Penalty: 2823.034668
	Iteration 11Q: 3 clusters Score -686072.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -686104.312500 Penalty: 2823.034668
	Iteration 12Q: 3 clusters Score -686104.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -686142.375000 Penalty: 2823.034668
	Iteration 13Q: 3 clusters Score -686142.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -686199.437500 Penalty: 2823.034668
	Iteration 14Q: 3 clusters Score -686199.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -686253.687500 Penalty: 2823.034668
	Iteration 15Q: 3 clusters Score -686253.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -686340.625000 Penalty: 2823.034668
	Iteration 16Q: 3 clusters Score -686340.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -686426.125000 Penalty: 2823.034668
	Iteration 17Q: 3 clusters Score -686426.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -686534.562500 Penalty: 2823.034668
	Iteration 18Q: 3 clusters Score -686534.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -686640.937500 Penalty: 2823.034668
	Iteration 19Q: 3 clusters Score -686640.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -686738.875000 Penalty: 2823.034668
	Iteration 20F: 3 clusters Score -686738.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -686850.437500 Penalty: 2823.034668
	Iteration 21Q: 3 clusters Score -686850.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -686968.062500 Penalty: 2823.034668
	Iteration 22Q: 3 clusters Score -686968.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -687075.812500 Penalty: 2823.034668
	Iteration 23Q: 3 clusters Score -687075.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -687172.437500 Penalty: 2823.034668
	Iteration 24Q: 3 clusters Score -687172.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -687274.812500 Penalty: 2823.034668
	Iteration 25Q: 3 clusters Score -687274.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -687346.437500 Penalty: 2823.034668
	Iteration 26Q: 3 clusters Score -687346.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -687392.687500 Penalty: 2823.034668
	Iteration 27Q: 3 clusters Score -687392.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -687426.687500 Penalty: 2823.034668
	Iteration 28Q: 3 clusters Score -687426.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -687453.125000 Penalty: 2823.034668
	Iteration 29Q: 3 clusters Score -687453.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -687474.937500 Penalty: 2823.034668
	Iteration 30Q: 3 clusters Score -687474.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -687498.437500 Penalty: 2823.034668
	Iteration 31Q: 3 clusters Score -687498.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -687521.062500 Penalty: 2823.034668
	Iteration 32Q: 3 clusters Score -687521.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -687541.937500 Penalty: 2823.034668
	Iteration 33Q: 3 clusters Score -687541.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -687560.062500 Penalty: 2823.034668
	Iteration 34Q: 3 clusters Score -687560.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -687564.687500 Penalty: 2823.034668
	Iteration 35Q: 3 clusters Score -687564.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -687576.062500 Penalty: 2823.034668
	Iteration 36Q: 3 clusters Score -687576.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -687584.000000 Penalty: 2823.034668
	Iteration 37Q: 3 clusters Score -687584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -687592.437500 Penalty: 2823.034668
	Iteration 38Q: 3 clusters Score -687592.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -687602.187500 Penalty: 2823.034668
	Iteration 39Q: 3 clusters Score -687602.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -687613.000000 Penalty: 2823.034668
	Iteration 40F: 3 clusters Score -687613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -687623.937500 Penalty: 2823.034668
	Iteration 41Q: 3 clusters Score -687623.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -687630.250000 Penalty: 2823.034668
	Iteration 42Q: 3 clusters Score -687630.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -687636.625000 Penalty: 2823.034668
	Iteration 43Q: 3 clusters Score -687636.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -687643.625000 Penalty: 2823.034668
	Iteration 44Q: 3 clusters Score -687643.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -687652.062500 Penalty: 2823.034668
	Iteration 45Q: 3 clusters Score -687652.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -687659.000000 Penalty: 2823.034668
	Iteration 46Q: 3 clusters Score -687659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -687665.937500 Penalty: 2823.034668
	Iteration 47Q: 3 clusters Score -687665.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -687667.437500 Penalty: 2823.034668
	Iteration 48Q: 3 clusters Score -687667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -687669.687500 Penalty: 2823.034668
	Iteration 49Q: 3 clusters Score -687669.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -687671.187500 Penalty: 2823.034668
	Iteration 50Q: 3 clusters Score -687671.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -687673.000000 Penalty: 2823.034668
	Iteration 51Q: 3 clusters Score -687673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -687675.375000 Penalty: 2823.034668
	Iteration 52Q: 3 clusters Score -687675.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -687677.562500 Penalty: 2823.034668
	Iteration 53Q: 3 clusters Score -687677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -687678.812500 Penalty: 2823.034668
	Iteration 54Q: 3 clusters Score -687678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -687679.562500 Penalty: 2823.034668
	Iteration 55Q: 3 clusters Score -687679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -687679.562500 Penalty: 2823.034668
	Iteration 56F: 3 clusters Score -687679.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (89139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89139 members 
Entering Unmasked Estep 
Score: -10388957.000000 Penalty: 1852.167236
	Iteration 0F: 2 clusters Score -1.038896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -10330346.000000 Penalty: 3704.334473
	Iteration 0F: 3 clusters Score -1.033035e+07 nChanged 42405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -10354760.000000 Penalty: 3704.334473
	Iteration 1F: 3 clusters Score -1.035476e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -10355367.000000 Penalty: 3704.334473
	Iteration 2Q: 3 clusters Score -1.035537e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -10355849.000000 Penalty: 3704.334473
	Iteration 3Q: 3 clusters Score -1.035585e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -10356437.000000 Penalty: 3704.334473
	Iteration 4Q: 3 clusters Score -1.035644e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -10357232.000000 Penalty: 3704.334473
	Iteration 5Q: 3 clusters Score -1.035723e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -10358109.000000 Penalty: 3704.334473
	Iteration 6Q: 3 clusters Score -1.035811e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -10359559.000000 Penalty: 3704.334473
	Iteration 7Q: 3 clusters Score -1.035956e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -10361573.000000 Penalty: 3704.334473
	Iteration 8Q: 3 clusters Score -1.036157e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -10364606.000000 Penalty: 3704.334473
	Iteration 9F: 3 clusters Score -1.036461e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -10368281.000000 Penalty: 3704.334473
	Iteration 10F: 3 clusters Score -1.036828e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -10370939.000000 Penalty: 3704.334473
	Iteration 11F: 3 clusters Score -1.037094e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -10371909.000000 Penalty: 3704.334473
	Iteration 12Q: 3 clusters Score -1.037191e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -10372154.000000 Penalty: 3704.334473
	Iteration 13Q: 3 clusters Score -1.037215e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -10372275.000000 Penalty: 3704.334473
	Iteration 14Q: 3 clusters Score -1.037228e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -10372397.000000 Penalty: 3704.334473
	Iteration 15Q: 3 clusters Score -1.03724e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -10372449.000000 Penalty: 3704.334473
	Iteration 16Q: 3 clusters Score -1.037245e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -10372533.000000 Penalty: 3704.334473
	Iteration 17Q: 3 clusters Score -1.037253e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -10372646.000000 Penalty: 3704.334473
	Iteration 18Q: 3 clusters Score -1.037265e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -10372768.000000 Penalty: 3704.334473
	Iteration 19Q: 3 clusters Score -1.037277e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -10372886.000000 Penalty: 3704.334473
	Iteration 20F: 3 clusters Score -1.037289e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -10373006.000000 Penalty: 3704.334473
	Iteration 21Q: 3 clusters Score -1.037301e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -10373186.000000 Penalty: 3704.334473
	Iteration 22Q: 3 clusters Score -1.037319e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -10373321.000000 Penalty: 3704.334473
	Iteration 23Q: 3 clusters Score -1.037332e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -10373502.000000 Penalty: 3704.334473
	Iteration 24Q: 3 clusters Score -1.03735e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -10373677.000000 Penalty: 3704.334473
	Iteration 25Q: 3 clusters Score -1.037368e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -10373840.000000 Penalty: 3704.334473
	Iteration 26Q: 3 clusters Score -1.037384e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -10374015.000000 Penalty: 3704.334473
	Iteration 27Q: 3 clusters Score -1.037402e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -10374255.000000 Penalty: 3704.334473
	Iteration 28Q: 3 clusters Score -1.037426e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62951 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -10374663.000000 Penalty: 3704.334473
	Iteration 29Q: 3 clusters Score -1.037466e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -10375063.000000 Penalty: 3704.334473
	Iteration 30Q: 3 clusters Score -1.037506e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -10375430.000000 Penalty: 3704.334473
	Iteration 31Q: 3 clusters Score -1.037543e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -10375890.000000 Penalty: 3704.334473
	Iteration 32Q: 3 clusters Score -1.037589e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -10376380.000000 Penalty: 3704.334473
	Iteration 33Q: 3 clusters Score -1.037638e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -10376963.000000 Penalty: 3704.334473
	Iteration 34Q: 3 clusters Score -1.037696e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72316 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -10377739.000000 Penalty: 3704.334473
	Iteration 35Q: 3 clusters Score -1.037774e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -10378436.000000 Penalty: 3704.334473
	Iteration 36Q: 3 clusters Score -1.037844e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -10379163.000000 Penalty: 3704.334473
	Iteration 37Q: 3 clusters Score -1.037916e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -10379945.000000 Penalty: 3704.334473
	Iteration 38Q: 3 clusters Score -1.037994e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -10380831.000000 Penalty: 3704.334473
	Iteration 39Q: 3 clusters Score -1.038083e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -10381725.000000 Penalty: 3704.334473
	Iteration 40F: 3 clusters Score -1.038172e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82323 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -10382729.000000 Penalty: 3704.334473
	Iteration 41Q: 3 clusters Score -1.038273e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -10383575.000000 Penalty: 3704.334473
	Iteration 42Q: 3 clusters Score -1.038358e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84953 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -10384368.000000 Penalty: 3704.334473
	Iteration 43Q: 3 clusters Score -1.038437e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -10385104.000000 Penalty: 3704.334473
	Iteration 44Q: 3 clusters Score -1.03851e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86837 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -10385691.000000 Penalty: 3704.334473
	Iteration 45Q: 3 clusters Score -1.038569e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87503 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -10386173.000000 Penalty: 3704.334473
	Iteration 46Q: 3 clusters Score -1.038617e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87997 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10386514.000000 Penalty: 3704.334473
	Iteration 47Q: 3 clusters Score -1.038651e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88360 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10386783.000000 Penalty: 3704.334473
	Iteration 48Q: 3 clusters Score -1.038678e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10386949.000000 Penalty: 3704.334473
	Iteration 49Q: 3 clusters Score -1.038695e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88731 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10387093.000000 Penalty: 3704.334473
	Iteration 50Q: 3 clusters Score -1.038709e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88808 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10387129.000000 Penalty: 3704.334473
	Iteration 51Q: 3 clusters Score -1.038713e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88838 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -10387160.000000 Penalty: 3704.334473
	Iteration 52Q: 3 clusters Score -1.038716e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88869 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10387200.000000 Penalty: 3704.334473
	Iteration 53Q: 3 clusters Score -1.03872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10387217.000000 Penalty: 3704.334473
	Iteration 54Q: 3 clusters Score -1.038722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88898 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10387233.000000 Penalty: 3704.334473
	Iteration 55Q: 3 clusters Score -1.038723e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10387255.000000 Penalty: 3704.334473
	Iteration 56Q: 3 clusters Score -1.038726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88924 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10387259.000000 Penalty: 3704.334473
	Iteration 57Q: 3 clusters Score -1.038726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10387283.000000 Penalty: 3704.334473
	Iteration 58Q: 3 clusters Score -1.038728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88939 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10387291.000000 Penalty: 3704.334473
	Iteration 59Q: 3 clusters Score -1.038729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10387307.000000 Penalty: 3704.334473
	Iteration 60F: 3 clusters Score -1.038731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10387317.000000 Penalty: 3704.334473
	Iteration 61Q: 3 clusters Score -1.038732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10387314.000000 Penalty: 3704.334473
	Iteration 62Q: 3 clusters Score -1.038731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10387323.000000 Penalty: 3704.334473
	Iteration 63Q: 3 clusters Score -1.038732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88956 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10387319.000000 Penalty: 3704.334473
	Iteration 64Q: 3 clusters Score -1.038732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10387326.000000 Penalty: 3704.334473
	Iteration 65Q: 3 clusters Score -1.038733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10387326.000000 Penalty: 3704.334473
	Iteration 66F: 3 clusters Score -1.038733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Entering Unmasked Estep 
Score: -1256212.625000 Penalty: 1510.370850
	Iteration 0F: 2 clusters Score -1256213 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 5496 members 
Entering Unmasked Estep 
Score: -1248459.000000 Penalty: 3020.741699
	Iteration 0F: 3 clusters Score -1248459 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1250983.500000 Penalty: 3020.741699
	Iteration 1F: 3 clusters Score -1250984 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1251241.000000 Penalty: 3020.741699
	Iteration 2F: 3 clusters Score -1251241 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1251461.250000 Penalty: 3020.741699
	Iteration 3Q: 3 clusters Score -1251461 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1251704.125000 Penalty: 3020.741699
	Iteration 4Q: 3 clusters Score -1251704 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1251990.125000 Penalty: 3020.741699
	Iteration 5Q: 3 clusters Score -1251990 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1252331.875000 Penalty: 3020.741699
	Iteration 6F: 3 clusters Score -1252332 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1252772.250000 Penalty: 3020.741699
	Iteration 7F: 3 clusters Score -1252772 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1253298.250000 Penalty: 3020.741699
	Iteration 8F: 3 clusters Score -1253298 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1253854.000000 Penalty: 3020.741699
	Iteration 9F: 3 clusters Score -1253854 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1254334.500000 Penalty: 3020.741699
	Iteration 10Q: 3 clusters Score -1254334 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1254628.750000 Penalty: 3020.741699
	Iteration 11Q: 3 clusters Score -1254629 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1254777.625000 Penalty: 3020.741699
	Iteration 12Q: 3 clusters Score -1254778 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1254867.375000 Penalty: 3020.741699
	Iteration 13Q: 3 clusters Score -1254867 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1254919.125000 Penalty: 3020.741699
	Iteration 14Q: 3 clusters Score -1254919 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1254961.375000 Penalty: 3020.741699
	Iteration 15Q: 3 clusters Score -1254961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1254989.875000 Penalty: 3020.741699
	Iteration 16Q: 3 clusters Score -1254990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1255017.875000 Penalty: 3020.741699
	Iteration 17Q: 3 clusters Score -1255018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1255033.875000 Penalty: 3020.741699
	Iteration 18Q: 3 clusters Score -1255034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1255043.500000 Penalty: 3020.741699
	Iteration 19Q: 3 clusters Score -1255044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1255050.375000 Penalty: 3020.741699
	Iteration 20F: 3 clusters Score -1255050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1255056.625000 Penalty: 3020.741699
	Iteration 21Q: 3 clusters Score -1255057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1255058.875000 Penalty: 3020.741699
	Iteration 22Q: 3 clusters Score -1255059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1255065.875000 Penalty: 3020.741699
	Iteration 23Q: 3 clusters Score -1255066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1255068.250000 Penalty: 3020.741699
	Iteration 24Q: 3 clusters Score -1255068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1255068.250000 Penalty: 3020.741699
	Iteration 25F: 3 clusters Score -1255068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (64529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Entering Unmasked Estep 
Score: -7500762.000000 Penalty: 1799.666382
	Iteration 0F: 2 clusters Score -7500762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -7457666.000000 Penalty: 3599.332764
	Iteration 0F: 3 clusters Score -7457666 nChanged 30447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -7474942.500000 Penalty: 3599.332764
	Iteration 1F: 3 clusters Score -7474942 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -7475699.000000 Penalty: 3599.332764
	Iteration 2Q: 3 clusters Score -7475699 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -7476948.000000 Penalty: 3599.332764
	Iteration 3Q: 3 clusters Score -7476948 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -7479102.000000 Penalty: 3599.332764
	Iteration 4F: 3 clusters Score -7479102 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -7482928.500000 Penalty: 3599.332764
	Iteration 5F: 3 clusters Score -7482928 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -7488741.500000 Penalty: 3599.332764
	Iteration 6F: 3 clusters Score -7488742 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -7494517.500000 Penalty: 3599.332764
	Iteration 7F: 3 clusters Score -7494518 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -7497753.500000 Penalty: 3599.332764
	Iteration 8Q: 3 clusters Score -7497754 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -7498769.500000 Penalty: 3599.332764
	Iteration 9Q: 3 clusters Score -7498770 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -7499000.500000 Penalty: 3599.332764
	Iteration 10Q: 3 clusters Score -7499000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -7499049.500000 Penalty: 3599.332764
	Iteration 11Q: 3 clusters Score -7499050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -7499082.000000 Penalty: 3599.332764
	Iteration 12Q: 3 clusters Score -7499082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -7499092.000000 Penalty: 3599.332764
	Iteration 13Q: 3 clusters Score -7499092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -7499097.500000 Penalty: 3599.332764
	Iteration 14Q: 3 clusters Score -7499098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -7499098.500000 Penalty: 3599.332764
	Iteration 15Q: 3 clusters Score -7499098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -7499104.500000 Penalty: 3599.332764
	Iteration 16Q: 3 clusters Score -7499104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -7499110.000000 Penalty: 3599.332764
	Iteration 17Q: 3 clusters Score -7499110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -7499115.000000 Penalty: 3599.332764
	Iteration 18Q: 3 clusters Score -7499115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -7499116.500000 Penalty: 3599.332764
	Iteration 19Q: 3 clusters Score -7499116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -7499116.500000 Penalty: 3599.332764
	Iteration 20F: 3 clusters Score -7499116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (30876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Entering Unmasked Estep 
Score: -3605693.750000 Penalty: 1679.881836
	Iteration 0F: 2 clusters Score -3605694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3584886.500000 Penalty: 3359.763672
	Iteration 0F: 3 clusters Score -3584886 nChanged 14231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3592744.500000 Penalty: 3359.763672
	Iteration 1F: 3 clusters Score -3592744 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3593036.750000 Penalty: 3359.763672
	Iteration 2Q: 3 clusters Score -3593037 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3593270.000000 Penalty: 3359.763672
	Iteration 3Q: 3 clusters Score -3593270 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3593511.500000 Penalty: 3359.763672
	Iteration 4Q: 3 clusters Score -3593512 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3593697.750000 Penalty: 3359.763672
	Iteration 5Q: 3 clusters Score -3593698 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3593902.500000 Penalty: 3359.763672
	Iteration 6Q: 3 clusters Score -3593902 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3594168.250000 Penalty: 3359.763672
	Iteration 7Q: 3 clusters Score -3594168 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3594523.750000 Penalty: 3359.763672
	Iteration 8Q: 3 clusters Score -3594524 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3595102.250000 Penalty: 3359.763672
	Iteration 9Q: 3 clusters Score -3595102 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3596057.500000 Penalty: 3359.763672
	Iteration 10F: 3 clusters Score -3596058 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3597486.000000 Penalty: 3359.763672
	Iteration 11F: 3 clusters Score -3597486 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3599363.000000 Penalty: 3359.763672
	Iteration 12F: 3 clusters Score -3599363 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -3601089.000000 Penalty: 3359.763672
	Iteration 13F: 3 clusters Score -3601089 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3602367.750000 Penalty: 3359.763672
	Iteration 14Q: 3 clusters Score -3602368 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -3603186.000000 Penalty: 3359.763672
	Iteration 15Q: 3 clusters Score -3603186 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3603668.000000 Penalty: 3359.763672
	Iteration 16Q: 3 clusters Score -3603668 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -3603939.500000 Penalty: 3359.763672
	Iteration 17Q: 3 clusters Score -3603940 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -3604067.250000 Penalty: 3359.763672
	Iteration 18Q: 3 clusters Score -3604067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -3604134.000000 Penalty: 3359.763672
	Iteration 19Q: 3 clusters Score -3604134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3604146.750000 Penalty: 3359.763672
	Iteration 20F: 3 clusters Score -3604147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3604164.000000 Penalty: 3359.763672
	Iteration 21Q: 3 clusters Score -3604164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -3604176.750000 Penalty: 3359.763672
	Iteration 22Q: 3 clusters Score -3604177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -3604186.750000 Penalty: 3359.763672
	Iteration 23Q: 3 clusters Score -3604187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -3604192.250000 Penalty: 3359.763672
	Iteration 24Q: 3 clusters Score -3604192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -3604195.500000 Penalty: 3359.763672
	Iteration 25Q: 3 clusters Score -3604196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -3604198.250000 Penalty: 3359.763672
	Iteration 26Q: 3 clusters Score -3604198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -3604205.000000 Penalty: 3359.763672
	Iteration 27Q: 3 clusters Score -3604205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -3604205.000000 Penalty: 3359.763672
	Iteration 28F: 3 clusters Score -3604205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (104600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104600 members 
Entering Unmasked Estep 
Score: -12183723.000000 Penalty: 1878.158569
	Iteration 0F: 2 clusters Score -1.218372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -12116664.000000 Penalty: 3756.317139
	Iteration 0F: 3 clusters Score -1.211666e+07 nChanged 50002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -12145375.000000 Penalty: 3756.317139
	Iteration 1F: 3 clusters Score -1.214538e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -12145838.000000 Penalty: 3756.317139
	Iteration 2Q: 3 clusters Score -1.214584e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -12146352.000000 Penalty: 3756.317139
	Iteration 3Q: 3 clusters Score -1.214635e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -12146840.000000 Penalty: 3756.317139
	Iteration 4Q: 3 clusters Score -1.214684e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -12147564.000000 Penalty: 3756.317139
	Iteration 5Q: 3 clusters Score -1.214756e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -12148674.000000 Penalty: 3756.317139
	Iteration 6Q: 3 clusters Score -1.214867e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -12150353.000000 Penalty: 3756.317139
	Iteration 7Q: 3 clusters Score -1.215035e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -12153277.000000 Penalty: 3756.317139
	Iteration 8F: 3 clusters Score -1.215328e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -12157850.000000 Penalty: 3756.317139
	Iteration 9F: 3 clusters Score -1.215785e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -12163599.000000 Penalty: 3756.317139
	Iteration 10F: 3 clusters Score -1.21636e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -12169167.000000 Penalty: 3756.317139
	Iteration 11F: 3 clusters Score -1.216917e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 93241 members 
Entering Unmasked Estep 
Score: -12173322.000000 Penalty: 3756.317139
	Iteration 12F: 3 clusters Score -1.217332e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 97455 members 
Entering Unmasked Estep 
Score: -12176364.000000 Penalty: 3756.317139
	Iteration 13Q: 3 clusters Score -1.217636e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 100475 members 
Entering Unmasked Estep 
Score: -12178782.000000 Penalty: 3756.317139
	Iteration 14Q: 3 clusters Score -1.217878e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 102455 members 
Entering Unmasked Estep 
Score: -12180307.000000 Penalty: 3756.317139
	Iteration 15Q: 3 clusters Score -1.218031e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 103572 members 
Entering Unmasked Estep 
Score: -12181226.000000 Penalty: 3756.317139
	Iteration 16Q: 3 clusters Score -1.218123e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 104064 members 
Entering Unmasked Estep 
Score: -12181701.000000 Penalty: 3756.317139
	Iteration 17Q: 3 clusters Score -1.21817e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 104262 members 
Entering Unmasked Estep 
Score: -12181880.000000 Penalty: 3756.317139
	Iteration 18Q: 3 clusters Score -1.218188e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 104333 members 
Entering Unmasked Estep 
Score: -12181949.000000 Penalty: 3756.317139
	Iteration 19Q: 3 clusters Score -1.218195e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 104362 members 
Entering Unmasked Estep 
Score: -12181975.000000 Penalty: 3756.317139
	Iteration 20F: 3 clusters Score -1.218198e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 104382 members 
Entering Unmasked Estep 
Score: -12182012.000000 Penalty: 3756.317139
	Iteration 21Q: 3 clusters Score -1.218201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 104391 members 
Entering Unmasked Estep 
Score: -12182017.000000 Penalty: 3756.317139
	Iteration 22Q: 3 clusters Score -1.218202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 104396 members 
Entering Unmasked Estep 
Score: -12182035.000000 Penalty: 3756.317139
	Iteration 23Q: 3 clusters Score -1.218204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 104404 members 
Entering Unmasked Estep 
Score: -12182039.000000 Penalty: 3756.317139
	Iteration 24Q: 3 clusters Score -1.218204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 104407 members 
Entering Unmasked Estep 
Score: -12182045.000000 Penalty: 3756.317139
	Iteration 25Q: 3 clusters Score -1.218204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 104409 members 
Entering Unmasked Estep 
Score: -12182044.000000 Penalty: 3756.317139
	Iteration 26Q: 3 clusters Score -1.218204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 104411 members 
Entering Unmasked Estep 
Score: -12182043.000000 Penalty: 3756.317139
	Iteration 27Q: 3 clusters Score -1.218204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 104412 members 
Entering Unmasked Estep 
Score: -12182047.000000 Penalty: 3756.317139
	Iteration 28Q: 3 clusters Score -1.218205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 104412 members 
Entering Unmasked Estep 
Score: -12182047.000000 Penalty: 3756.317139
	Iteration 29F: 3 clusters Score -1.218205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 5137 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 148635 members 
Mstep: Class 8 contains 38867 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15258 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 91016 members 
Mstep: Class 13 contains 14995 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147513 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 38889 members 
Mstep: Class 20 contains 5921 members 
Mstep: Class 21 contains 89139 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 64529 members 
Mstep: Class 24 contains 30876 members 
Mstep: Class 25 contains 104600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104808.000000 Penalty: 55745.789062
Iteration 399Q: 26 clusters Score -1.021048e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 5116 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 148634 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15264 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 91017 members 
Mstep: Class 13 contains 14995 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147514 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 39059 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 89114 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 64426 members 
Mstep: Class 24 contains 30745 members 
Mstep: Class 25 contains 104706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104680.000000 Penalty: 55745.789062
Iteration 400F: 26 clusters Score -1.021047e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 148634 members 
Mstep: Class 8 contains 38870 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15263 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 91029 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147511 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 39247 members 
Mstep: Class 20 contains 5913 members 
Mstep: Class 21 contains 89073 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 64319 members 
Mstep: Class 24 contains 30620 members 
Mstep: Class 25 contains 104810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104664.000000 Penalty: 55745.789062
Iteration 401Q: 26 clusters Score -1.021047e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47009 members 
Mstep: Class 7 contains 148634 members 
Mstep: Class 8 contains 38871 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15258 members 
Mstep: Class 11 contains 3687 members 
Mstep: Class 12 contains 91044 members 
Mstep: Class 13 contains 14995 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147510 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 39444 members 
Mstep: Class 20 contains 5913 members 
Mstep: Class 21 contains 89019 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 64211 members 
Mstep: Class 24 contains 30497 members 
Mstep: Class 25 contains 104913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104624.000000 Penalty: 55745.789062
Iteration 402Q: 26 clusters Score -1.021046e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 5053 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47009 members 
Mstep: Class 7 contains 148633 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15246 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 91053 members 
Mstep: Class 13 contains 14995 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 39635 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 88999 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 64103 members 
Mstep: Class 24 contains 30362 members 
Mstep: Class 25 contains 105000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104840.000000 Penalty: 55745.789062
Iteration 403Q: 26 clusters Score -1.021048e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47009 members 
Mstep: Class 7 contains 148632 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15246 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 91061 members 
Mstep: Class 13 contains 14987 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147510 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 39826 members 
Mstep: Class 20 contains 5918 members 
Mstep: Class 21 contains 88999 members 
Mstep: Class 22 contains 10880 members 
Mstep: Class 23 contains 64000 members 
Mstep: Class 24 contains 30229 members 
Mstep: Class 25 contains 105061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104856.000000 Penalty: 55745.789062
Iteration 404Q: 26 clusters Score -1.021049e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47008 members 
Mstep: Class 7 contains 148629 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 903 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 91077 members 
Mstep: Class 13 contains 14987 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147510 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 40020 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 89031 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 63872 members 
Mstep: Class 24 contains 30079 members 
Mstep: Class 25 contains 105109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104824.000000 Penalty: 55745.789062
Iteration 405Q: 26 clusters Score -1.021048e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 5006 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47008 members 
Mstep: Class 7 contains 148628 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15255 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 91082 members 
Mstep: Class 13 contains 14972 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 40219 members 
Mstep: Class 20 contains 5913 members 
Mstep: Class 21 contains 89080 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 63765 members 
Mstep: Class 24 contains 29950 members 
Mstep: Class 25 contains 105121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104768.000000 Penalty: 55745.789062
Iteration 406Q: 26 clusters Score -1.021048e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4991 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47007 members 
Mstep: Class 7 contains 148628 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15251 members 
Mstep: Class 11 contains 3692 members 
Mstep: Class 12 contains 91087 members 
Mstep: Class 13 contains 14958 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 40417 members 
Mstep: Class 20 contains 5911 members 
Mstep: Class 21 contains 89067 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 63649 members 
Mstep: Class 24 contains 29823 members 
Mstep: Class 25 contains 105208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104664.000000 Penalty: 55745.789062
Iteration 407Q: 26 clusters Score -1.021047e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4969 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148627 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15255 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 91096 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 40633 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 89045 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 63517 members 
Mstep: Class 24 contains 29705 members 
Mstep: Class 25 contains 105291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104552.000000 Penalty: 55745.789062
Iteration 408Q: 26 clusters Score -1.021046e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4946 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148625 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15255 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 12 contains 91109 members 
Mstep: Class 13 contains 14927 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 40866 members 
Mstep: Class 20 contains 5910 members 
Mstep: Class 21 contains 89053 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 63384 members 
Mstep: Class 24 contains 29577 members 
Mstep: Class 25 contains 105336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104480.000000 Penalty: 55745.789062
Iteration 409Q: 26 clusters Score -1.021045e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4931 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148625 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15261 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 91121 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147508 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 41096 members 
Mstep: Class 20 contains 5905 members 
Mstep: Class 21 contains 89042 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 63229 members 
Mstep: Class 24 contains 29454 members 
Mstep: Class 25 contains 105403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104560.000000 Penalty: 55745.789062
Iteration 410Q: 26 clusters Score -1.021046e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4913 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148629 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15264 members 
Mstep: Class 11 contains 3699 members 
Mstep: Class 12 contains 91128 members 
Mstep: Class 13 contains 14901 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 41302 members 
Mstep: Class 20 contains 5900 members 
Mstep: Class 21 contains 89016 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 63116 members 
Mstep: Class 24 contains 29341 members 
Mstep: Class 25 contains 105475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104656.000000 Penalty: 55745.789062
Iteration 411Q: 26 clusters Score -1.021047e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4893 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148629 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15264 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 91131 members 
Mstep: Class 13 contains 14891 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147510 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 41524 members 
Mstep: Class 20 contains 5900 members 
Mstep: Class 21 contains 88995 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 62944 members 
Mstep: Class 24 contains 29241 members 
Mstep: Class 25 contains 105571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104592.000000 Penalty: 55745.789062
Iteration 412Q: 26 clusters Score -1.021046e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4873 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148630 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15259 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 91139 members 
Mstep: Class 13 contains 14878 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 41763 members 
Mstep: Class 20 contains 5897 members 
Mstep: Class 21 contains 88969 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 62782 members 
Mstep: Class 24 contains 29156 members 
Mstep: Class 25 contains 105636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104624.000000 Penalty: 55745.789062
Iteration 413Q: 26 clusters Score -1.021046e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4853 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148631 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15265 members 
Mstep: Class 11 contains 3706 members 
Mstep: Class 12 contains 91150 members 
Mstep: Class 13 contains 14853 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 42005 members 
Mstep: Class 20 contains 5896 members 
Mstep: Class 21 contains 88952 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 62618 members 
Mstep: Class 24 contains 29065 members 
Mstep: Class 25 contains 105690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104432.000000 Penalty: 55745.789062
Iteration 414Q: 26 clusters Score -1.021044e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 148633 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15274 members 
Mstep: Class 11 contains 3706 members 
Mstep: Class 12 contains 91157 members 
Mstep: Class 13 contains 14842 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147508 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 42253 members 
Mstep: Class 20 contains 5887 members 
Mstep: Class 21 contains 88912 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 62443 members 
Mstep: Class 24 contains 29002 members 
Mstep: Class 25 contains 105742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104456.000000 Penalty: 55745.789062
Iteration 415Q: 26 clusters Score -1.021045e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148631 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15278 members 
Mstep: Class 11 contains 3706 members 
Mstep: Class 12 contains 91160 members 
Mstep: Class 13 contains 14828 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147508 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 42531 members 
Mstep: Class 20 contains 5883 members 
Mstep: Class 21 contains 88874 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 62249 members 
Mstep: Class 24 contains 28938 members 
Mstep: Class 25 contains 105793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104544.000000 Penalty: 55745.789062
Iteration 416Q: 26 clusters Score -1.021045e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4803 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47004 members 
Mstep: Class 7 contains 148630 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15281 members 
Mstep: Class 11 contains 3705 members 
Mstep: Class 12 contains 91167 members 
Mstep: Class 13 contains 14810 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147508 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 42767 members 
Mstep: Class 20 contains 5881 members 
Mstep: Class 21 contains 88848 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 62084 members 
Mstep: Class 24 contains 28833 members 
Mstep: Class 25 contains 105876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104360.000000 Penalty: 55745.789062
Iteration 417Q: 26 clusters Score -1.021044e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4788 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 148630 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15290 members 
Mstep: Class 11 contains 3706 members 
Mstep: Class 12 contains 91175 members 
Mstep: Class 13 contains 14797 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147508 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 43036 members 
Mstep: Class 20 contains 5880 members 
Mstep: Class 21 contains 88816 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 61875 members 
Mstep: Class 24 contains 28721 members 
Mstep: Class 25 contains 105971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104400.000000 Penalty: 55745.789062
Iteration 418Q: 26 clusters Score -1.021044e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4776 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 148630 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15298 members 
Mstep: Class 11 contains 3705 members 
Mstep: Class 12 contains 91182 members 
Mstep: Class 13 contains 14786 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147508 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 43350 members 
Mstep: Class 20 contains 5878 members 
Mstep: Class 21 contains 88765 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 61642 members 
Mstep: Class 24 contains 28612 members 
Mstep: Class 25 contains 106062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104480.000000 Penalty: 55745.789062
Iteration 419Q: 26 clusters Score -1.021045e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4768 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 148630 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15292 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 91193 members 
Mstep: Class 13 contains 14777 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147508 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 43632 members 
Mstep: Class 20 contains 5871 members 
Mstep: Class 21 contains 88740 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 61439 members 
Mstep: Class 24 contains 28478 members 
Mstep: Class 25 contains 106165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104568.000000 Penalty: 55745.789062
Iteration 420F: 26 clusters Score -1.021046e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4763 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 148629 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15283 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 91201 members 
Mstep: Class 13 contains 14767 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 43951 members 
Mstep: Class 20 contains 5863 members 
Mstep: Class 21 contains 88736 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 61230 members 
Mstep: Class 24 contains 28346 members 
Mstep: Class 25 contains 106220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104560.000000 Penalty: 55745.789062
Iteration 421Q: 26 clusters Score -1.021046e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4760 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 148626 members 
Mstep: Class 8 contains 38873 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15277 members 
Mstep: Class 11 contains 3697 members 
Mstep: Class 12 contains 91199 members 
Mstep: Class 13 contains 14753 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 44279 members 
Mstep: Class 20 contains 5860 members 
Mstep: Class 21 contains 88744 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 61012 members 
Mstep: Class 24 contains 28214 members 
Mstep: Class 25 contains 106263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104536.000000 Penalty: 55745.789062
Iteration 422Q: 26 clusters Score -1.021045e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4758 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47003 members 
Mstep: Class 7 contains 148626 members 
Mstep: Class 8 contains 38874 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15274 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 12 contains 91202 members 
Mstep: Class 13 contains 14742 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 44605 members 
Mstep: Class 20 contains 5865 members 
Mstep: Class 21 contains 88737 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 60786 members 
Mstep: Class 24 contains 28083 members 
Mstep: Class 25 contains 106310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104640.000000 Penalty: 55745.789062
Iteration 423Q: 26 clusters Score -1.021046e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4759 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47002 members 
Mstep: Class 7 contains 148628 members 
Mstep: Class 8 contains 38874 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15264 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 91206 members 
Mstep: Class 13 contains 14711 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 44933 members 
Mstep: Class 20 contains 5863 members 
Mstep: Class 21 contains 88745 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 60579 members 
Mstep: Class 24 contains 27935 members 
Mstep: Class 25 contains 106365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104680.000000 Penalty: 55745.789062
Iteration 424Q: 26 clusters Score -1.021047e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4759 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47002 members 
Mstep: Class 7 contains 148627 members 
Mstep: Class 8 contains 38874 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 91207 members 
Mstep: Class 13 contains 14689 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147509 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 45284 members 
Mstep: Class 20 contains 5860 members 
Mstep: Class 21 contains 88733 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 60363 members 
Mstep: Class 24 contains 27775 members 
Mstep: Class 25 contains 106431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104616.000000 Penalty: 55745.789062
Iteration 425Q: 26 clusters Score -1.021046e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4755 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47002 members 
Mstep: Class 7 contains 148629 members 
Mstep: Class 8 contains 38874 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15259 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 91204 members 
Mstep: Class 13 contains 14668 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147510 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 45635 members 
Mstep: Class 20 contains 5861 members 
Mstep: Class 21 contains 88653 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 60150 members 
Mstep: Class 24 contains 27621 members 
Mstep: Class 25 contains 106552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104760.000000 Penalty: 55745.789062
Iteration 426Q: 26 clusters Score -1.021048e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4752 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47001 members 
Mstep: Class 7 contains 148629 members 
Mstep: Class 8 contains 38874 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15263 members 
Mstep: Class 11 contains 3695 members 
Mstep: Class 12 contains 91207 members 
Mstep: Class 13 contains 14652 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147510 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 45980 members 
Mstep: Class 20 contains 5866 members 
Mstep: Class 21 contains 88553 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 59958 members 
Mstep: Class 24 contains 27473 members 
Mstep: Class 25 contains 106656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104768.000000 Penalty: 55745.789062
Iteration 427Q: 26 clusters Score -1.021048e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148629 members 
Mstep: Class 8 contains 38874 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 91210 members 
Mstep: Class 13 contains 14633 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147512 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 46319 members 
Mstep: Class 20 contains 5860 members 
Mstep: Class 21 contains 88458 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 59767 members 
Mstep: Class 24 contains 27326 members 
Mstep: Class 25 contains 106774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104768.000000 Penalty: 55745.789062
Iteration 428Q: 26 clusters Score -1.021048e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4745 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 47000 members 
Mstep: Class 7 contains 148626 members 
Mstep: Class 8 contains 38874 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15273 members 
Mstep: Class 11 contains 3699 members 
Mstep: Class 12 contains 91214 members 
Mstep: Class 13 contains 14618 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147514 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 46662 members 
Mstep: Class 20 contains 5854 members 
Mstep: Class 21 contains 88372 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 59577 members 
Mstep: Class 24 contains 27157 members 
Mstep: Class 25 contains 106884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104728.000000 Penalty: 55745.789062
Iteration 429Q: 26 clusters Score -1.021047e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4736 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148622 members 
Mstep: Class 8 contains 38874 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 91225 members 
Mstep: Class 13 contains 14610 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147518 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 46982 members 
Mstep: Class 20 contains 5853 members 
Mstep: Class 21 contains 88248 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 59418 members 
Mstep: Class 24 contains 26970 members 
Mstep: Class 25 contains 107044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104672.000000 Penalty: 55745.789062
Iteration 430Q: 26 clusters Score -1.021047e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4728 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148620 members 
Mstep: Class 8 contains 38875 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15259 members 
Mstep: Class 11 contains 3706 members 
Mstep: Class 12 contains 91229 members 
Mstep: Class 13 contains 14597 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147519 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 47314 members 
Mstep: Class 20 contains 5854 members 
Mstep: Class 21 contains 88135 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 59291 members 
Mstep: Class 24 contains 26780 members 
Mstep: Class 25 contains 107163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104744.000000 Penalty: 55745.789062
Iteration 431Q: 26 clusters Score -1.021047e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4720 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148620 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15251 members 
Mstep: Class 11 contains 3706 members 
Mstep: Class 12 contains 91225 members 
Mstep: Class 13 contains 14596 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147516 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 47635 members 
Mstep: Class 20 contains 5848 members 
Mstep: Class 21 contains 87989 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 59177 members 
Mstep: Class 24 contains 26612 members 
Mstep: Class 25 contains 107298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104728.000000 Penalty: 55745.789062
Iteration 432Q: 26 clusters Score -1.021047e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148618 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15245 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 12 contains 91227 members 
Mstep: Class 13 contains 14596 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147517 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 47975 members 
Mstep: Class 20 contains 5838 members 
Mstep: Class 21 contains 87829 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 59017 members 
Mstep: Class 24 contains 26448 members 
Mstep: Class 25 contains 107466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104808.000000 Penalty: 55745.789062
Iteration 433Q: 26 clusters Score -1.021048e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4703 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148619 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15243 members 
Mstep: Class 11 contains 3706 members 
Mstep: Class 12 contains 91216 members 
Mstep: Class 13 contains 14592 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147516 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 48337 members 
Mstep: Class 20 contains 5835 members 
Mstep: Class 21 contains 87707 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 58859 members 
Mstep: Class 24 contains 26271 members 
Mstep: Class 25 contains 107589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104784.000000 Penalty: 55745.789062
Iteration 434Q: 26 clusters Score -1.021048e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4694 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148620 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15238 members 
Mstep: Class 11 contains 3705 members 
Mstep: Class 12 contains 91209 members 
Mstep: Class 13 contains 14588 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147516 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 48682 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 87592 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 58690 members 
Mstep: Class 24 contains 26080 members 
Mstep: Class 25 contains 107752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104496.000000 Penalty: 55745.789062
Iteration 435Q: 26 clusters Score -1.021045e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4685 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148618 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15218 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 91200 members 
Mstep: Class 13 contains 14586 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147518 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 49062 members 
Mstep: Class 20 contains 5814 members 
Mstep: Class 21 contains 87470 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 58518 members 
Mstep: Class 24 contains 25888 members 
Mstep: Class 25 contains 107911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104376.000000 Penalty: 55745.789062
Iteration 436Q: 26 clusters Score -1.021044e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4671 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148618 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15211 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 91206 members 
Mstep: Class 13 contains 14578 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147518 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 49444 members 
Mstep: Class 20 contains 5808 members 
Mstep: Class 21 contains 87335 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 58367 members 
Mstep: Class 24 contains 25692 members 
Mstep: Class 25 contains 108040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104512.000000 Penalty: 55745.789062
Iteration 437Q: 26 clusters Score -1.021045e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4661 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148618 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15207 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 91209 members 
Mstep: Class 13 contains 14556 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147518 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 49812 members 
Mstep: Class 20 contains 5806 members 
Mstep: Class 21 contains 87242 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 58227 members 
Mstep: Class 24 contains 25498 members 
Mstep: Class 25 contains 108130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104488.000000 Penalty: 55745.789062
Iteration 438Q: 26 clusters Score -1.021045e+08 nChanged 1083
Entering ConstructFrom: 
Score: -102104488.000000 Penalty: 55745.789062
Entering ConstructFrom: 
Trying to split cluster 1 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -261423.296875 Penalty: 1270.167725
	Iteration 0F: 2 clusters Score -261423.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -259079.656250 Penalty: 2540.335449
	Iteration 0F: 3 clusters Score -259079.7 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -259754.734375 Penalty: 2540.335449
	Iteration 1F: 3 clusters Score -259754.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -259970.031250 Penalty: 2540.335449
	Iteration 2F: 3 clusters Score -259970 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -260136.828125 Penalty: 2540.335449
	Iteration 3F: 3 clusters Score -260136.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -260331.953125 Penalty: 2540.335449
	Iteration 4F: 3 clusters Score -260332 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -260544.781250 Penalty: 2540.335449
	Iteration 5F: 3 clusters Score -260544.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -260747.234375 Penalty: 2540.335449
	Iteration 6F: 3 clusters Score -260747.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -260939.765625 Penalty: 2540.335449
	Iteration 7F: 3 clusters Score -260939.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -261094.843750 Penalty: 2540.335449
	Iteration 8F: 3 clusters Score -261094.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -261191.750000 Penalty: 2540.335449
	Iteration 9Q: 3 clusters Score -261191.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -261260.000000 Penalty: 2540.335449
	Iteration 10Q: 3 clusters Score -261260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -261312.109375 Penalty: 2540.335449
	Iteration 11Q: 3 clusters Score -261312.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -261380.203125 Penalty: 2540.335449
	Iteration 12Q: 3 clusters Score -261380.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -261402.328125 Penalty: 2540.335449
	Iteration 13Q: 3 clusters Score -261402.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -261408.765625 Penalty: 2540.335449
	Iteration 14Q: 3 clusters Score -261408.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -261412.765625 Penalty: 2540.335449
	Iteration 15Q: 3 clusters Score -261412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -261414.781250 Penalty: 2540.335449
	Iteration 16Q: 3 clusters Score -261414.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -261415.921875 Penalty: 2540.335449
	Iteration 17Q: 3 clusters Score -261415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -261416.703125 Penalty: 2540.335449
	Iteration 18Q: 3 clusters Score -261416.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -261416.703125 Penalty: 2540.335449
	Iteration 19F: 3 clusters Score -261416.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -455150.812500 Penalty: 1355.556519
	Iteration 0F: 2 clusters Score -455150.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -451668.906250 Penalty: 2711.113037
	Iteration 0F: 3 clusters Score -451668.9 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -452635.843750 Penalty: 2711.113037
	Iteration 1F: 3 clusters Score -452635.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -452893.437500 Penalty: 2711.113037
	Iteration 2F: 3 clusters Score -452893.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -453160.437500 Penalty: 2711.113037
	Iteration 3F: 3 clusters Score -453160.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -453448.343750 Penalty: 2711.113037
	Iteration 4F: 3 clusters Score -453448.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -453690.937500 Penalty: 2711.113037
	Iteration 5F: 3 clusters Score -453690.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -453885.093750 Penalty: 2711.113037
	Iteration 6Q: 3 clusters Score -453885.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -454022.125000 Penalty: 2711.113037
	Iteration 7Q: 3 clusters Score -454022.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -454093.500000 Penalty: 2711.113037
	Iteration 8Q: 3 clusters Score -454093.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -454164.000000 Penalty: 2711.113037
	Iteration 9Q: 3 clusters Score -454164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -454213.156250 Penalty: 2711.113037
	Iteration 10Q: 3 clusters Score -454213.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -454250.000000 Penalty: 2711.113037
	Iteration 11Q: 3 clusters Score -454250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -454283.218750 Penalty: 2711.113037
	Iteration 12Q: 3 clusters Score -454283.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -454304.906250 Penalty: 2711.113037
	Iteration 13Q: 3 clusters Score -454304.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -454332.062500 Penalty: 2711.113037
	Iteration 14Q: 3 clusters Score -454332.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -454350.000000 Penalty: 2711.113037
	Iteration 15Q: 3 clusters Score -454350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -454363.625000 Penalty: 2711.113037
	Iteration 16Q: 3 clusters Score -454363.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -454378.281250 Penalty: 2711.113037
	Iteration 17Q: 3 clusters Score -454378.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -454392.468750 Penalty: 2711.113037
	Iteration 18Q: 3 clusters Score -454392.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -454407.625000 Penalty: 2711.113037
	Iteration 19Q: 3 clusters Score -454407.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -454420.500000 Penalty: 2711.113037
	Iteration 20F: 3 clusters Score -454420.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -454428.125000 Penalty: 2711.113037
	Iteration 21Q: 3 clusters Score -454428.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -454432.437500 Penalty: 2711.113037
	Iteration 22Q: 3 clusters Score -454432.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -454438.343750 Penalty: 2711.113037
	Iteration 23Q: 3 clusters Score -454438.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -454441.437500 Penalty: 2711.113037
	Iteration 24Q: 3 clusters Score -454441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -454443.781250 Penalty: 2711.113037
	Iteration 25Q: 3 clusters Score -454443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -454446.000000 Penalty: 2711.113037
	Iteration 26Q: 3 clusters Score -454446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -454450.906250 Penalty: 2711.113037
	Iteration 27Q: 3 clusters Score -454450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -454454.281250 Penalty: 2711.113037
	Iteration 28Q: 3 clusters Score -454454.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -454458.531250 Penalty: 2711.113037
	Iteration 29Q: 3 clusters Score -454458.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -454463.437500 Penalty: 2711.113037
	Iteration 30Q: 3 clusters Score -454463.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -454464.718750 Penalty: 2711.113037
	Iteration 31Q: 3 clusters Score -454464.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -454465.781250 Penalty: 2711.113037
	Iteration 32Q: 3 clusters Score -454465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -454466.000000 Penalty: 2711.113037
	Iteration 33Q: 3 clusters Score -454466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -454467.968750 Penalty: 2711.113037
	Iteration 34Q: 3 clusters Score -454468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -454467.625000 Penalty: 2711.113037
	Iteration 35Q: 3 clusters Score -454467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -454468.531250 Penalty: 2711.113037
	Iteration 36Q: 3 clusters Score -454468.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -454469.750000 Penalty: 2711.113037
	Iteration 37Q: 3 clusters Score -454469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -454469.812500 Penalty: 2711.113037
	Iteration 38Q: 3 clusters Score -454469.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -454471.156250 Penalty: 2711.113037
	Iteration 39Q: 3 clusters Score -454471.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -454473.500000 Penalty: 2711.113037
	Iteration 40F: 3 clusters Score -454473.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -454477.343750 Penalty: 2711.113037
	Iteration 41Q: 3 clusters Score -454477.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -454481.406250 Penalty: 2711.113037
	Iteration 42Q: 3 clusters Score -454481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -454482.468750 Penalty: 2711.113037
	Iteration 43Q: 3 clusters Score -454482.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -454483.093750 Penalty: 2711.113037
	Iteration 44Q: 3 clusters Score -454483.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -454483.093750 Penalty: 2711.113037
	Iteration 45F: 3 clusters Score -454483.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Entering Unmasked Estep 
Score: -536367.687500 Penalty: 1372.425781
	Iteration 0F: 2 clusters Score -536367.7 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 2386 members 
Entering Unmasked Estep 
Score: -532568.187500 Penalty: 2744.851562
	Iteration 0F: 3 clusters Score -532568.2 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -533575.687500 Penalty: 2744.851562
	Iteration 1F: 3 clusters Score -533575.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -533779.000000 Penalty: 2744.851562
	Iteration 2F: 3 clusters Score -533779 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -533971.062500 Penalty: 2744.851562
	Iteration 3F: 3 clusters Score -533971.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -534157.437500 Penalty: 2744.851562
	Iteration 4Q: 3 clusters Score -534157.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -534343.625000 Penalty: 2744.851562
	Iteration 5Q: 3 clusters Score -534343.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -534512.687500 Penalty: 2744.851562
	Iteration 6Q: 3 clusters Score -534512.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -534638.125000 Penalty: 2744.851562
	Iteration 7Q: 3 clusters Score -534638.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -534744.875000 Penalty: 2744.851562
	Iteration 8Q: 3 clusters Score -534744.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -534852.375000 Penalty: 2744.851562
	Iteration 9Q: 3 clusters Score -534852.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -534973.812500 Penalty: 2744.851562
	Iteration 10Q: 3 clusters Score -534973.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -535067.000000 Penalty: 2744.851562
	Iteration 11Q: 3 clusters Score -535067 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -535140.187500 Penalty: 2744.851562
	Iteration 12Q: 3 clusters Score -535140.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -535200.375000 Penalty: 2744.851562
	Iteration 13Q: 3 clusters Score -535200.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -535247.125000 Penalty: 2744.851562
	Iteration 14Q: 3 clusters Score -535247.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -535294.687500 Penalty: 2744.851562
	Iteration 15Q: 3 clusters Score -535294.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -535335.437500 Penalty: 2744.851562
	Iteration 16Q: 3 clusters Score -535335.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -535369.187500 Penalty: 2744.851562
	Iteration 17Q: 3 clusters Score -535369.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -535395.812500 Penalty: 2744.851562
	Iteration 18Q: 3 clusters Score -535395.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -535415.375000 Penalty: 2744.851562
	Iteration 19Q: 3 clusters Score -535415.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -535427.812500 Penalty: 2744.851562
	Iteration 20F: 3 clusters Score -535427.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -535436.437500 Penalty: 2744.851562
	Iteration 21Q: 3 clusters Score -535436.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -535443.000000 Penalty: 2744.851562
	Iteration 22Q: 3 clusters Score -535443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -535447.625000 Penalty: 2744.851562
	Iteration 23Q: 3 clusters Score -535447.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -535453.375000 Penalty: 2744.851562
	Iteration 24Q: 3 clusters Score -535453.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -535458.187500 Penalty: 2744.851562
	Iteration 25Q: 3 clusters Score -535458.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -535463.062500 Penalty: 2744.851562
	Iteration 26Q: 3 clusters Score -535463.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -535467.000000 Penalty: 2744.851562
	Iteration 27Q: 3 clusters Score -535467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -535468.062500 Penalty: 2744.851562
	Iteration 28Q: 3 clusters Score -535468.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -535469.437500 Penalty: 2744.851562
	Iteration 29Q: 3 clusters Score -535469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -535472.000000 Penalty: 2744.851562
	Iteration 30Q: 3 clusters Score -535472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -535478.312500 Penalty: 2744.851562
	Iteration 31Q: 3 clusters Score -535478.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -535483.000000 Penalty: 2744.851562
	Iteration 32Q: 3 clusters Score -535483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -535487.937500 Penalty: 2744.851562
	Iteration 33Q: 3 clusters Score -535487.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -535490.500000 Penalty: 2744.851562
	Iteration 34Q: 3 clusters Score -535490.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -535492.937500 Penalty: 2744.851562
	Iteration 35Q: 3 clusters Score -535492.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -535496.250000 Penalty: 2744.851562
	Iteration 36Q: 3 clusters Score -535496.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -535498.125000 Penalty: 2744.851562
	Iteration 37Q: 3 clusters Score -535498.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -535501.625000 Penalty: 2744.851562
	Iteration 38Q: 3 clusters Score -535501.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -535502.562500 Penalty: 2744.851562
	Iteration 39Q: 3 clusters Score -535502.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -535504.000000 Penalty: 2744.851562
	Iteration 40F: 3 clusters Score -535504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -535505.187500 Penalty: 2744.851562
	Iteration 41Q: 3 clusters Score -535505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -535506.250000 Penalty: 2744.851562
	Iteration 42Q: 3 clusters Score -535506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -535505.750000 Penalty: 2744.851562
	Iteration 43Q: 3 clusters Score -535505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -535506.000000 Penalty: 2744.851562
	Iteration 44Q: 3 clusters Score -535506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -535505.750000 Penalty: 2744.851562
	Iteration 45Q: 3 clusters Score -535505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -535505.187500 Penalty: 2744.851562
	Iteration 46Q: 3 clusters Score -535505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -535506.500000 Penalty: 2744.851562
	Iteration 47Q: 3 clusters Score -535506.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -535506.500000 Penalty: 2744.851562
	Iteration 48F: 3 clusters Score -535506.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Entering Unmasked Estep 
Score: -1570272.500000 Penalty: 1546.419434
	Iteration 0F: 2 clusters Score -1570272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1560822.125000 Penalty: 3092.838867
	Iteration 0F: 3 clusters Score -1560822 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1563943.500000 Penalty: 3092.838867
	Iteration 1F: 3 clusters Score -1563944 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1564188.625000 Penalty: 3092.838867
	Iteration 2F: 3 clusters Score -1564189 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1564383.125000 Penalty: 3092.838867
	Iteration 3Q: 3 clusters Score -1564383 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1564581.625000 Penalty: 3092.838867
	Iteration 4Q: 3 clusters Score -1564582 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1564800.500000 Penalty: 3092.838867
	Iteration 5Q: 3 clusters Score -1564800 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1565091.750000 Penalty: 3092.838867
	Iteration 6Q: 3 clusters Score -1565092 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1565443.500000 Penalty: 3092.838867
	Iteration 7Q: 3 clusters Score -1565444 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1565849.000000 Penalty: 3092.838867
	Iteration 8Q: 3 clusters Score -1565849 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1566306.750000 Penalty: 3092.838867
	Iteration 9F: 3 clusters Score -1566307 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1566850.875000 Penalty: 3092.838867
	Iteration 10F: 3 clusters Score -1566851 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1567369.125000 Penalty: 3092.838867
	Iteration 11Q: 3 clusters Score -1567369 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1567863.875000 Penalty: 3092.838867
	Iteration 12Q: 3 clusters Score -1567864 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1568255.750000 Penalty: 3092.838867
	Iteration 13Q: 3 clusters Score -1568256 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1568509.750000 Penalty: 3092.838867
	Iteration 14Q: 3 clusters Score -1568510 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1568709.375000 Penalty: 3092.838867
	Iteration 15Q: 3 clusters Score -1568709 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1568827.375000 Penalty: 3092.838867
	Iteration 16Q: 3 clusters Score -1568827 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1568905.875000 Penalty: 3092.838867
	Iteration 17Q: 3 clusters Score -1568906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1568952.500000 Penalty: 3092.838867
	Iteration 18Q: 3 clusters Score -1568952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1569000.625000 Penalty: 3092.838867
	Iteration 19Q: 3 clusters Score -1569001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1569021.500000 Penalty: 3092.838867
	Iteration 20F: 3 clusters Score -1569022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1569027.000000 Penalty: 3092.838867
	Iteration 21Q: 3 clusters Score -1569027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1569028.875000 Penalty: 3092.838867
	Iteration 22Q: 3 clusters Score -1569029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1569029.875000 Penalty: 3092.838867
	Iteration 23Q: 3 clusters Score -1569030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1569031.750000 Penalty: 3092.838867
	Iteration 24Q: 3 clusters Score -1569032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1569033.250000 Penalty: 3092.838867
	Iteration 25Q: 3 clusters Score -1569033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1569036.375000 Penalty: 3092.838867
	Iteration 26Q: 3 clusters Score -1569036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1569039.500000 Penalty: 3092.838867
	Iteration 27Q: 3 clusters Score -1569040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1569043.000000 Penalty: 3092.838867
	Iteration 28Q: 3 clusters Score -1569043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1569046.375000 Penalty: 3092.838867
	Iteration 29Q: 3 clusters Score -1569046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1569045.375000 Penalty: 3092.838867
	Iteration 30Q: 3 clusters Score -1569045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1569045.375000 Penalty: 3092.838867
	Iteration 31F: 3 clusters Score -1569045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Entering Unmasked Estep 
Score: -1124381.875000 Penalty: 1494.207886
	Iteration 0F: 2 clusters Score -1124382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1117284.750000 Penalty: 2988.415771
	Iteration 0F: 3 clusters Score -1117285 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1119537.375000 Penalty: 2988.415771
	Iteration 1F: 3 clusters Score -1119537 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1119769.625000 Penalty: 2988.415771
	Iteration 2F: 3 clusters Score -1119770 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1119975.875000 Penalty: 2988.415771
	Iteration 3Q: 3 clusters Score -1119976 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1120168.875000 Penalty: 2988.415771
	Iteration 4Q: 3 clusters Score -1120169 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1120365.625000 Penalty: 2988.415771
	Iteration 5Q: 3 clusters Score -1120366 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1120562.625000 Penalty: 2988.415771
	Iteration 6Q: 3 clusters Score -1120563 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1120792.000000 Penalty: 2988.415771
	Iteration 7Q: 3 clusters Score -1120792 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1121087.625000 Penalty: 2988.415771
	Iteration 8Q: 3 clusters Score -1121088 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1121479.750000 Penalty: 2988.415771
	Iteration 9F: 3 clusters Score -1121480 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1121902.250000 Penalty: 2988.415771
	Iteration 10F: 3 clusters Score -1121902 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1122257.625000 Penalty: 2988.415771
	Iteration 11Q: 3 clusters Score -1122258 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1122570.000000 Penalty: 2988.415771
	Iteration 12Q: 3 clusters Score -1122570 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1122779.500000 Penalty: 2988.415771
	Iteration 13Q: 3 clusters Score -1122780 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1122888.375000 Penalty: 2988.415771
	Iteration 14Q: 3 clusters Score -1122888 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1122966.500000 Penalty: 2988.415771
	Iteration 15Q: 3 clusters Score -1122966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1123012.625000 Penalty: 2988.415771
	Iteration 16Q: 3 clusters Score -1123013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1123048.125000 Penalty: 2988.415771
	Iteration 17Q: 3 clusters Score -1123048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1123071.625000 Penalty: 2988.415771
	Iteration 18Q: 3 clusters Score -1123072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1123096.250000 Penalty: 2988.415771
	Iteration 19Q: 3 clusters Score -1123096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1123104.125000 Penalty: 2988.415771
	Iteration 20F: 3 clusters Score -1123104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1123105.750000 Penalty: 2988.415771
	Iteration 21Q: 3 clusters Score -1123106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1123111.500000 Penalty: 2988.415771
	Iteration 22Q: 3 clusters Score -1123112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1123109.875000 Penalty: 2988.415771
	Iteration 23Q: 3 clusters Score -1123110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1123110.625000 Penalty: 2988.415771
	Iteration 24Q: 3 clusters Score -1123111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1123110.625000 Penalty: 2988.415771
	Iteration 25F: 3 clusters Score -1123111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Entering Unmasked Estep 
Score: -5389021.500000 Penalty: 1748.155640
	Iteration 0F: 2 clusters Score -5389022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -5357532.500000 Penalty: 3496.311279
	Iteration 0F: 3 clusters Score -5357532 nChanged 21987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5370272.000000 Penalty: 3496.311279
	Iteration 1F: 3 clusters Score -5370272 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -5371126.500000 Penalty: 3496.311279
	Iteration 2Q: 3 clusters Score -5371126 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5372341.500000 Penalty: 3496.311279
	Iteration 3F: 3 clusters Score -5372342 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -5374048.000000 Penalty: 3496.311279
	Iteration 4F: 3 clusters Score -5374048 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -5376187.500000 Penalty: 3496.311279
	Iteration 5F: 3 clusters Score -5376188 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -5378559.500000 Penalty: 3496.311279
	Iteration 6F: 3 clusters Score -5378560 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -5380814.000000 Penalty: 3496.311279
	Iteration 7F: 3 clusters Score -5380814 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -5382713.000000 Penalty: 3496.311279
	Iteration 8F: 3 clusters Score -5382713 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -5384136.500000 Penalty: 3496.311279
	Iteration 9Q: 3 clusters Score -5384136 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -5385105.500000 Penalty: 3496.311279
	Iteration 10Q: 3 clusters Score -5385106 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -5385787.500000 Penalty: 3496.311279
	Iteration 11Q: 3 clusters Score -5385788 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -5386235.500000 Penalty: 3496.311279
	Iteration 12Q: 3 clusters Score -5386236 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -5386501.000000 Penalty: 3496.311279
	Iteration 13Q: 3 clusters Score -5386501 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -5386719.000000 Penalty: 3496.311279
	Iteration 14Q: 3 clusters Score -5386719 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -5386870.500000 Penalty: 3496.311279
	Iteration 15Q: 3 clusters Score -5386870 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -5386966.000000 Penalty: 3496.311279
	Iteration 16Q: 3 clusters Score -5386966 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -5387065.500000 Penalty: 3496.311279
	Iteration 17Q: 3 clusters Score -5387066 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -5387132.000000 Penalty: 3496.311279
	Iteration 18Q: 3 clusters Score -5387132 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -5387191.000000 Penalty: 3496.311279
	Iteration 19Q: 3 clusters Score -5387191 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -5387242.000000 Penalty: 3496.311279
	Iteration 20F: 3 clusters Score -5387242 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -5387284.000000 Penalty: 3496.311279
	Iteration 21Q: 3 clusters Score -5387284 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -5387335.000000 Penalty: 3496.311279
	Iteration 22Q: 3 clusters Score -5387335 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -5387364.500000 Penalty: 3496.311279
	Iteration 23Q: 3 clusters Score -5387364 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -5387396.500000 Penalty: 3496.311279
	Iteration 24Q: 3 clusters Score -5387396 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -5387432.500000 Penalty: 3496.311279
	Iteration 25Q: 3 clusters Score -5387432 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -5387456.500000 Penalty: 3496.311279
	Iteration 26Q: 3 clusters Score -5387456 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -5387483.000000 Penalty: 3496.311279
	Iteration 27Q: 3 clusters Score -5387483 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5387486.500000 Penalty: 3496.311279
	Iteration 28Q: 3 clusters Score -5387486 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -5387503.500000 Penalty: 3496.311279
	Iteration 29Q: 3 clusters Score -5387504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5387518.500000 Penalty: 3496.311279
	Iteration 30Q: 3 clusters Score -5387518 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5387538.000000 Penalty: 3496.311279
	Iteration 31Q: 3 clusters Score -5387538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -5387549.500000 Penalty: 3496.311279
	Iteration 32Q: 3 clusters Score -5387550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -5387561.500000 Penalty: 3496.311279
	Iteration 33Q: 3 clusters Score -5387562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5387563.500000 Penalty: 3496.311279
	Iteration 34Q: 3 clusters Score -5387564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -5387566.500000 Penalty: 3496.311279
	Iteration 35Q: 3 clusters Score -5387566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5387569.000000 Penalty: 3496.311279
	Iteration 36Q: 3 clusters Score -5387569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5387566.500000 Penalty: 3496.311279
	Iteration 37Q: 3 clusters Score -5387566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5387587.000000 Penalty: 3496.311279
	Iteration 38Q: 3 clusters Score -5387587 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5387588.000000 Penalty: 3496.311279
	Iteration 39Q: 3 clusters Score -5387588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5387589.000000 Penalty: 3496.311279
	Iteration 40F: 3 clusters Score -5387589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5387596.000000 Penalty: 3496.311279
	Iteration 41Q: 3 clusters Score -5387596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5387605.000000 Penalty: 3496.311279
	Iteration 42Q: 3 clusters Score -5387605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -5387612.500000 Penalty: 3496.311279
	Iteration 43Q: 3 clusters Score -5387612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5387626.500000 Penalty: 3496.311279
	Iteration 44Q: 3 clusters Score -5387626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5387649.500000 Penalty: 3496.311279
	Iteration 45Q: 3 clusters Score -5387650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5387651.000000 Penalty: 3496.311279
	Iteration 46Q: 3 clusters Score -5387651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5387661.500000 Penalty: 3496.311279
	Iteration 47Q: 3 clusters Score -5387662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5387666.500000 Penalty: 3496.311279
	Iteration 48Q: 3 clusters Score -5387666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5387669.500000 Penalty: 3496.311279
	Iteration 49Q: 3 clusters Score -5387670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5387680.500000 Penalty: 3496.311279
	Iteration 50Q: 3 clusters Score -5387680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5387679.500000 Penalty: 3496.311279
	Iteration 51Q: 3 clusters Score -5387680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5387679.000000 Penalty: 3496.311279
	Iteration 52Q: 3 clusters Score -5387679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5387687.500000 Penalty: 3496.311279
	Iteration 53Q: 3 clusters Score -5387688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5387690.000000 Penalty: 3496.311279
	Iteration 54Q: 3 clusters Score -5387690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5387709.000000 Penalty: 3496.311279
	Iteration 55Q: 3 clusters Score -5387709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5387708.000000 Penalty: 3496.311279
	Iteration 56Q: 3 clusters Score -5387708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5387728.500000 Penalty: 3496.311279
	Iteration 57Q: 3 clusters Score -5387728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5387728.000000 Penalty: 3496.311279
	Iteration 58Q: 3 clusters Score -5387728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5387736.500000 Penalty: 3496.311279
	Iteration 59Q: 3 clusters Score -5387736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5387750.000000 Penalty: 3496.311279
	Iteration 60F: 3 clusters Score -5387750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5387775.500000 Penalty: 3496.311279
	Iteration 61Q: 3 clusters Score -5387776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5387775.000000 Penalty: 3496.311279
	Iteration 62Q: 3 clusters Score -5387775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5387768.000000 Penalty: 3496.311279
	Iteration 63Q: 3 clusters Score -5387768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5387777.000000 Penalty: 3496.311279
	Iteration 64Q: 3 clusters Score -5387777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5387776.500000 Penalty: 3496.311279
	Iteration 65Q: 3 clusters Score -5387776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5387781.500000 Penalty: 3496.311279
	Iteration 66Q: 3 clusters Score -5387782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5387784.000000 Penalty: 3496.311279
	Iteration 67Q: 3 clusters Score -5387784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5387780.000000 Penalty: 3496.311279
	Iteration 68Q: 3 clusters Score -5387780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5387789.000000 Penalty: 3496.311279
	Iteration 69Q: 3 clusters Score -5387789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5387784.500000 Penalty: 3496.311279
	Iteration 70Q: 3 clusters Score -5387784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5387791.000000 Penalty: 3496.311279
	Iteration 71Q: 3 clusters Score -5387791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5387792.000000 Penalty: 3496.311279
	Iteration 72Q: 3 clusters Score -5387792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5387803.000000 Penalty: 3496.311279
	Iteration 73Q: 3 clusters Score -5387803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5387805.500000 Penalty: 3496.311279
	Iteration 74Q: 3 clusters Score -5387806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5387807.500000 Penalty: 3496.311279
	Iteration 75Q: 3 clusters Score -5387808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5387811.000000 Penalty: 3496.311279
	Iteration 76Q: 3 clusters Score -5387811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5387810.500000 Penalty: 3496.311279
	Iteration 77Q: 3 clusters Score -5387810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5387815.000000 Penalty: 3496.311279
	Iteration 78Q: 3 clusters Score -5387815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5387813.000000 Penalty: 3496.311279
	Iteration 79Q: 3 clusters Score -5387813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5387809.500000 Penalty: 3496.311279
	Iteration 80F: 3 clusters Score -5387810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (148618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148618 members 
Entering Unmasked Estep 
Score: -16785118.000000 Penalty: 1935.234375
	Iteration 0F: 2 clusters Score -1.678512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -16686887.000000 Penalty: 3870.468750
	Iteration 0F: 3 clusters Score -1.668689e+07 nChanged 71598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -16730748.000000 Penalty: 3870.468750
	Iteration 1F: 3 clusters Score -1.673075e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 84083 members 
Entering Unmasked Estep 
Score: -16734057.000000 Penalty: 3870.468750
	Iteration 2Q: 3 clusters Score -1.673406e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 88989 members 
Entering Unmasked Estep 
Score: -16739348.000000 Penalty: 3870.468750
	Iteration 3F: 3 clusters Score -1.673935e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -16747144.000000 Penalty: 3870.468750
	Iteration 4F: 3 clusters Score -1.674714e+07 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 102529 members 
Entering Unmasked Estep 
Score: -16756693.000000 Penalty: 3870.468750
	Iteration 5F: 3 clusters Score -1.675669e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -16765391.000000 Penalty: 3870.468750
	Iteration 6F: 3 clusters Score -1.676539e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 114091 members 
Entering Unmasked Estep 
Score: -16771160.000000 Penalty: 3870.468750
	Iteration 7F: 3 clusters Score -1.677116e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 117691 members 
Entering Unmasked Estep 
Score: -16774215.000000 Penalty: 3870.468750
	Iteration 8Q: 3 clusters Score -1.677422e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 120596 members 
Entering Unmasked Estep 
Score: -16775809.000000 Penalty: 3870.468750
	Iteration 9Q: 3 clusters Score -1.677581e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 123200 members 
Entering Unmasked Estep 
Score: -16776977.000000 Penalty: 3870.468750
	Iteration 10Q: 3 clusters Score -1.677698e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 125744 members 
Entering Unmasked Estep 
Score: -16778068.000000 Penalty: 3870.468750
	Iteration 11Q: 3 clusters Score -1.677807e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 128086 members 
Entering Unmasked Estep 
Score: -16779058.000000 Penalty: 3870.468750
	Iteration 12Q: 3 clusters Score -1.677906e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 130384 members 
Entering Unmasked Estep 
Score: -16779992.000000 Penalty: 3870.468750
	Iteration 13Q: 3 clusters Score -1.677999e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 132526 members 
Entering Unmasked Estep 
Score: -16780928.000000 Penalty: 3870.468750
	Iteration 14Q: 3 clusters Score -1.678093e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 134483 members 
Entering Unmasked Estep 
Score: -16781738.000000 Penalty: 3870.468750
	Iteration 15Q: 3 clusters Score -1.678174e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 136178 members 
Entering Unmasked Estep 
Score: -16782350.000000 Penalty: 3870.468750
	Iteration 16Q: 3 clusters Score -1.678235e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 137657 members 
Entering Unmasked Estep 
Score: -16783026.000000 Penalty: 3870.468750
	Iteration 17Q: 3 clusters Score -1.678303e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 138908 members 
Entering Unmasked Estep 
Score: -16783446.000000 Penalty: 3870.468750
	Iteration 18Q: 3 clusters Score -1.678345e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 140055 members 
Entering Unmasked Estep 
Score: -16783918.000000 Penalty: 3870.468750
	Iteration 19Q: 3 clusters Score -1.678392e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 141033 members 
Entering Unmasked Estep 
Score: -16784236.000000 Penalty: 3870.468750
	Iteration 20F: 3 clusters Score -1.678424e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 141861 members 
Entering Unmasked Estep 
Score: -16784448.000000 Penalty: 3870.468750
	Iteration 21Q: 3 clusters Score -1.678445e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 142518 members 
Entering Unmasked Estep 
Score: -16784508.000000 Penalty: 3870.468750
	Iteration 22Q: 3 clusters Score -1.678451e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 143064 members 
Entering Unmasked Estep 
Score: -16784568.000000 Penalty: 3870.468750
	Iteration 23Q: 3 clusters Score -1.678457e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 143472 members 
Entering Unmasked Estep 
Score: -16784684.000000 Penalty: 3870.468750
	Iteration 24Q: 3 clusters Score -1.678468e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 143844 members 
Entering Unmasked Estep 
Score: -16784714.000000 Penalty: 3870.468750
	Iteration 25Q: 3 clusters Score -1.678471e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 144148 members 
Entering Unmasked Estep 
Score: -16784732.000000 Penalty: 3870.468750
	Iteration 26Q: 3 clusters Score -1.678473e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 144394 members 
Entering Unmasked Estep 
Score: -16784732.000000 Penalty: 3870.468750
	Iteration 27Q: 3 clusters Score -1.678473e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 144585 members 
Entering Unmasked Estep 
Score: -16784720.000000 Penalty: 3870.468750
	Iteration 28Q: 3 clusters Score -1.678472e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 144713 members 
Entering Unmasked Estep 
Score: -16784764.000000 Penalty: 3870.468750
	Iteration 29Q: 3 clusters Score -1.678476e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 144810 members 
Entering Unmasked Estep 
Score: -16784770.000000 Penalty: 3870.468750
	Iteration 30Q: 3 clusters Score -1.678477e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 144905 members 
Entering Unmasked Estep 
Score: -16784722.000000 Penalty: 3870.468750
	Iteration 31Q: 3 clusters Score -1.678472e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 145004 members 
Entering Unmasked Estep 
Score: -16784750.000000 Penalty: 3870.468750
	Iteration 32Q: 3 clusters Score -1.678475e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 145090 members 
Entering Unmasked Estep 
Score: -16784748.000000 Penalty: 3870.468750
	Iteration 33Q: 3 clusters Score -1.678475e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 145152 members 
Entering Unmasked Estep 
Score: -16784746.000000 Penalty: 3870.468750
	Iteration 34Q: 3 clusters Score -1.678475e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 145195 members 
Entering Unmasked Estep 
Score: -16784746.000000 Penalty: 3870.468750
	Iteration 35Q: 3 clusters Score -1.678475e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 145239 members 
Entering Unmasked Estep 
Score: -16784760.000000 Penalty: 3870.468750
	Iteration 36Q: 3 clusters Score -1.678476e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 145281 members 
Entering Unmasked Estep 
Score: -16784774.000000 Penalty: 3870.468750
	Iteration 37Q: 3 clusters Score -1.678477e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 145318 members 
Entering Unmasked Estep 
Score: -16784784.000000 Penalty: 3870.468750
	Iteration 38Q: 3 clusters Score -1.678478e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 145345 members 
Entering Unmasked Estep 
Score: -16784784.000000 Penalty: 3870.468750
	Iteration 39Q: 3 clusters Score -1.678478e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 145373 members 
Entering Unmasked Estep 
Score: -16784774.000000 Penalty: 3870.468750
	Iteration 40F: 3 clusters Score -1.678477e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 145402 members 
Entering Unmasked Estep 
Score: -16784786.000000 Penalty: 3870.468750
	Iteration 41Q: 3 clusters Score -1.678479e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 145441 members 
Entering Unmasked Estep 
Score: -16784786.000000 Penalty: 3870.468750
	Iteration 42Q: 3 clusters Score -1.678479e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 145469 members 
Entering Unmasked Estep 
Score: -16784812.000000 Penalty: 3870.468750
	Iteration 43Q: 3 clusters Score -1.678481e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 145505 members 
Entering Unmasked Estep 
Score: -16784802.000000 Penalty: 3870.468750
	Iteration 44Q: 3 clusters Score -1.67848e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 145526 members 
Entering Unmasked Estep 
Score: -16784782.000000 Penalty: 3870.468750
	Iteration 45Q: 3 clusters Score -1.678478e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 145549 members 
Entering Unmasked Estep 
Score: -16784800.000000 Penalty: 3870.468750
	Iteration 46Q: 3 clusters Score -1.67848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 145563 members 
Entering Unmasked Estep 
Score: -16784812.000000 Penalty: 3870.468750
	Iteration 47Q: 3 clusters Score -1.678481e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 145584 members 
Entering Unmasked Estep 
Score: -16784830.000000 Penalty: 3870.468750
	Iteration 48Q: 3 clusters Score -1.678483e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 145602 members 
Entering Unmasked Estep 
Score: -16784808.000000 Penalty: 3870.468750
	Iteration 49Q: 3 clusters Score -1.678481e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 145613 members 
Entering Unmasked Estep 
Score: -16784810.000000 Penalty: 3870.468750
	Iteration 50Q: 3 clusters Score -1.678481e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 145627 members 
Entering Unmasked Estep 
Score: -16784806.000000 Penalty: 3870.468750
	Iteration 51Q: 3 clusters Score -1.678481e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 145643 members 
Entering Unmasked Estep 
Score: -16784806.000000 Penalty: 3870.468750
	Iteration 52Q: 3 clusters Score -1.678481e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 145649 members 
Entering Unmasked Estep 
Score: -16784808.000000 Penalty: 3870.468750
	Iteration 53Q: 3 clusters Score -1.678481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 145657 members 
Entering Unmasked Estep 
Score: -16784800.000000 Penalty: 3870.468750
	Iteration 54Q: 3 clusters Score -1.67848e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 145670 members 
Entering Unmasked Estep 
Score: -16784802.000000 Penalty: 3870.468750
	Iteration 55Q: 3 clusters Score -1.67848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 145681 members 
Entering Unmasked Estep 
Score: -16784796.000000 Penalty: 3870.468750
	Iteration 56Q: 3 clusters Score -1.67848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 145690 members 
Entering Unmasked Estep 
Score: -16784804.000000 Penalty: 3870.468750
	Iteration 57Q: 3 clusters Score -1.67848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 145698 members 
Entering Unmasked Estep 
Score: -16784814.000000 Penalty: 3870.468750
	Iteration 58Q: 3 clusters Score -1.678481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 145698 members 
Entering Unmasked Estep 
Score: -16784810.000000 Penalty: 3870.468750
	Iteration 59Q: 3 clusters Score -1.678481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 145701 members 
Entering Unmasked Estep 
Score: -16784812.000000 Penalty: 3870.468750
	Iteration 60F: 3 clusters Score -1.678481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 145703 members 
Entering Unmasked Estep 
Score: -16784828.000000 Penalty: 3870.468750
	Iteration 61Q: 3 clusters Score -1.678483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 145703 members 
Entering Unmasked Estep 
Score: -16784818.000000 Penalty: 3870.468750
	Iteration 62Q: 3 clusters Score -1.678482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 145710 members 
Entering Unmasked Estep 
Score: -16784818.000000 Penalty: 3870.468750
	Iteration 63Q: 3 clusters Score -1.678482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 145711 members 
Entering Unmasked Estep 
Score: -16784830.000000 Penalty: 3870.468750
	Iteration 64Q: 3 clusters Score -1.678483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 145713 members 
Entering Unmasked Estep 
Score: -16784826.000000 Penalty: 3870.468750
	Iteration 65Q: 3 clusters Score -1.678483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 145710 members 
Entering Unmasked Estep 
Score: -16784820.000000 Penalty: 3870.468750
	Iteration 66Q: 3 clusters Score -1.678482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 145706 members 
Entering Unmasked Estep 
Score: -16784814.000000 Penalty: 3870.468750
	Iteration 67Q: 3 clusters Score -1.678481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 145709 members 
Entering Unmasked Estep 
Score: -16784820.000000 Penalty: 3870.468750
	Iteration 68Q: 3 clusters Score -1.678482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 145710 members 
Entering Unmasked Estep 
Score: -16784818.000000 Penalty: 3870.468750
	Iteration 69Q: 3 clusters Score -1.678482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 145712 members 
Entering Unmasked Estep 
Score: -16784818.000000 Penalty: 3870.468750
	Iteration 70Q: 3 clusters Score -1.678482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 145714 members 
Entering Unmasked Estep 
Score: -16784828.000000 Penalty: 3870.468750
	Iteration 71Q: 3 clusters Score -1.678483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 145717 members 
Entering Unmasked Estep 
Score: -16784834.000000 Penalty: 3870.468750
	Iteration 72Q: 3 clusters Score -1.678483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 145723 members 
Entering Unmasked Estep 
Score: -16784848.000000 Penalty: 3870.468750
	Iteration 73Q: 3 clusters Score -1.678485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 145734 members 
Entering Unmasked Estep 
Score: -16784848.000000 Penalty: 3870.468750
	Iteration 74Q: 3 clusters Score -1.678485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 145739 members 
Entering Unmasked Estep 
Score: -16784858.000000 Penalty: 3870.468750
	Iteration 75Q: 3 clusters Score -1.678486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 145747 members 
Entering Unmasked Estep 
Score: -16784864.000000 Penalty: 3870.468750
	Iteration 76Q: 3 clusters Score -1.678486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 145753 members 
Entering Unmasked Estep 
Score: -16784872.000000 Penalty: 3870.468750
	Iteration 77Q: 3 clusters Score -1.678487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 145761 members 
Entering Unmasked Estep 
Score: -16784868.000000 Penalty: 3870.468750
	Iteration 78Q: 3 clusters Score -1.678487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 145768 members 
Entering Unmasked Estep 
Score: -16784862.000000 Penalty: 3870.468750
	Iteration 79Q: 3 clusters Score -1.678486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 145772 members 
Entering Unmasked Estep 
Score: -16784874.000000 Penalty: 3870.468750
	Iteration 80F: 3 clusters Score -1.678487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 145777 members 
Entering Unmasked Estep 
Score: -16784864.000000 Penalty: 3870.468750
	Iteration 81Q: 3 clusters Score -1.678486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 145782 members 
Entering Unmasked Estep 
Score: -16784854.000000 Penalty: 3870.468750
	Iteration 82Q: 3 clusters Score -1.678485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 145786 members 
Entering Unmasked Estep 
Score: -16784856.000000 Penalty: 3870.468750
	Iteration 83Q: 3 clusters Score -1.678486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 145787 members 
Entering Unmasked Estep 
Score: -16784854.000000 Penalty: 3870.468750
	Iteration 84Q: 3 clusters Score -1.678485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 145790 members 
Entering Unmasked Estep 
Score: -16784850.000000 Penalty: 3870.468750
	Iteration 85Q: 3 clusters Score -1.678485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 145792 members 
Entering Unmasked Estep 
Score: -16784846.000000 Penalty: 3870.468750
	Iteration 86Q: 3 clusters Score -1.678485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 145793 members 
Entering Unmasked Estep 
Score: -16784842.000000 Penalty: 3870.468750
	Iteration 87Q: 3 clusters Score -1.678484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 145794 members 
Entering Unmasked Estep 
Score: -16784852.000000 Penalty: 3870.468750
	Iteration 88Q: 3 clusters Score -1.678485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 145797 members 
Entering Unmasked Estep 
Score: -16784844.000000 Penalty: 3870.468750
	Iteration 89Q: 3 clusters Score -1.678484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 145796 members 
Entering Unmasked Estep 
Score: -16784836.000000 Penalty: 3870.468750
	Iteration 90Q: 3 clusters Score -1.678484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 145796 members 
Entering Unmasked Estep 
Score: -16784848.000000 Penalty: 3870.468750
	Iteration 91Q: 3 clusters Score -1.678485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 145796 members 
Entering Unmasked Estep 
Score: -16784844.000000 Penalty: 3870.468750
	Iteration 92Q: 3 clusters Score -1.678484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 145797 members 
Entering Unmasked Estep 
Score: -16784842.000000 Penalty: 3870.468750
	Iteration 93Q: 3 clusters Score -1.678484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 145797 members 
Entering Unmasked Estep 
Score: -16784842.000000 Penalty: 3870.468750
	Iteration 94F: 3 clusters Score -1.678484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Entering Unmasked Estep 
Score: -4294992.000000 Penalty: 1717.325684
	Iteration 0F: 2 clusters Score -4294992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -4268980.500000 Penalty: 3434.651367
	Iteration 0F: 3 clusters Score -4268980 nChanged 18015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4279041.500000 Penalty: 3434.651367
	Iteration 1F: 3 clusters Score -4279042 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -4279516.000000 Penalty: 3434.651367
	Iteration 2Q: 3 clusters Score -4279516 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -4280036.500000 Penalty: 3434.651367
	Iteration 3Q: 3 clusters Score -4280036 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4280633.500000 Penalty: 3434.651367
	Iteration 4Q: 3 clusters Score -4280634 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -4281371.000000 Penalty: 3434.651367
	Iteration 5Q: 3 clusters Score -4281371 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -4282215.000000 Penalty: 3434.651367
	Iteration 6Q: 3 clusters Score -4282215 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -4283237.500000 Penalty: 3434.651367
	Iteration 7Q: 3 clusters Score -4283238 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -4284673.500000 Penalty: 3434.651367
	Iteration 8F: 3 clusters Score -4284674 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -4286522.000000 Penalty: 3434.651367
	Iteration 9F: 3 clusters Score -4286522 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -4288294.500000 Penalty: 3434.651367
	Iteration 10F: 3 clusters Score -4288294 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -4289456.000000 Penalty: 3434.651367
	Iteration 11Q: 3 clusters Score -4289456 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -4290148.500000 Penalty: 3434.651367
	Iteration 12Q: 3 clusters Score -4290148 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -4290598.000000 Penalty: 3434.651367
	Iteration 13Q: 3 clusters Score -4290598 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -4290903.000000 Penalty: 3434.651367
	Iteration 14Q: 3 clusters Score -4290903 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -4291189.000000 Penalty: 3434.651367
	Iteration 15Q: 3 clusters Score -4291189 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -4291429.000000 Penalty: 3434.651367
	Iteration 16Q: 3 clusters Score -4291429 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -4291657.000000 Penalty: 3434.651367
	Iteration 17Q: 3 clusters Score -4291657 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -4291875.500000 Penalty: 3434.651367
	Iteration 18Q: 3 clusters Score -4291876 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -4292054.000000 Penalty: 3434.651367
	Iteration 19Q: 3 clusters Score -4292054 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -4292212.000000 Penalty: 3434.651367
	Iteration 20F: 3 clusters Score -4292212 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -4292340.500000 Penalty: 3434.651367
	Iteration 21Q: 3 clusters Score -4292340 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4292469.000000 Penalty: 3434.651367
	Iteration 22Q: 3 clusters Score -4292469 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -4292583.500000 Penalty: 3434.651367
	Iteration 23Q: 3 clusters Score -4292584 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -4292671.500000 Penalty: 3434.651367
	Iteration 24Q: 3 clusters Score -4292672 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -4292757.500000 Penalty: 3434.651367
	Iteration 25Q: 3 clusters Score -4292758 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -4292852.500000 Penalty: 3434.651367
	Iteration 26Q: 3 clusters Score -4292852 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -4292930.000000 Penalty: 3434.651367
	Iteration 27Q: 3 clusters Score -4292930 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4293000.500000 Penalty: 3434.651367
	Iteration 28Q: 3 clusters Score -4293000 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4293072.000000 Penalty: 3434.651367
	Iteration 29Q: 3 clusters Score -4293072 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4293112.500000 Penalty: 3434.651367
	Iteration 30Q: 3 clusters Score -4293112 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4293150.000000 Penalty: 3434.651367
	Iteration 31Q: 3 clusters Score -4293150 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4293184.000000 Penalty: 3434.651367
	Iteration 32Q: 3 clusters Score -4293184 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4293222.500000 Penalty: 3434.651367
	Iteration 33Q: 3 clusters Score -4293222 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4293269.500000 Penalty: 3434.651367
	Iteration 34Q: 3 clusters Score -4293270 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4293316.000000 Penalty: 3434.651367
	Iteration 35Q: 3 clusters Score -4293316 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4293348.000000 Penalty: 3434.651367
	Iteration 36Q: 3 clusters Score -4293348 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4293391.000000 Penalty: 3434.651367
	Iteration 37Q: 3 clusters Score -4293391 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4293435.000000 Penalty: 3434.651367
	Iteration 38Q: 3 clusters Score -4293435 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4293470.000000 Penalty: 3434.651367
	Iteration 39Q: 3 clusters Score -4293470 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4293509.000000 Penalty: 3434.651367
	Iteration 40F: 3 clusters Score -4293509 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4293539.000000 Penalty: 3434.651367
	Iteration 41Q: 3 clusters Score -4293539 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4293574.000000 Penalty: 3434.651367
	Iteration 42Q: 3 clusters Score -4293574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4293607.000000 Penalty: 3434.651367
	Iteration 43Q: 3 clusters Score -4293607 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4293638.000000 Penalty: 3434.651367
	Iteration 44Q: 3 clusters Score -4293638 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4293678.000000 Penalty: 3434.651367
	Iteration 45Q: 3 clusters Score -4293678 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4293704.000000 Penalty: 3434.651367
	Iteration 46Q: 3 clusters Score -4293704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4293723.000000 Penalty: 3434.651367
	Iteration 47Q: 3 clusters Score -4293723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4293740.000000 Penalty: 3434.651367
	Iteration 48Q: 3 clusters Score -4293740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4293760.000000 Penalty: 3434.651367
	Iteration 49Q: 3 clusters Score -4293760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4293781.500000 Penalty: 3434.651367
	Iteration 50Q: 3 clusters Score -4293782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4293809.000000 Penalty: 3434.651367
	Iteration 51Q: 3 clusters Score -4293809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4293830.500000 Penalty: 3434.651367
	Iteration 52Q: 3 clusters Score -4293830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4293860.000000 Penalty: 3434.651367
	Iteration 53Q: 3 clusters Score -4293860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4293872.000000 Penalty: 3434.651367
	Iteration 54Q: 3 clusters Score -4293872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4293901.000000 Penalty: 3434.651367
	Iteration 55Q: 3 clusters Score -4293901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4293916.500000 Penalty: 3434.651367
	Iteration 56Q: 3 clusters Score -4293916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4293939.000000 Penalty: 3434.651367
	Iteration 57Q: 3 clusters Score -4293939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4293960.000000 Penalty: 3434.651367
	Iteration 58Q: 3 clusters Score -4293960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4293976.000000 Penalty: 3434.651367
	Iteration 59Q: 3 clusters Score -4293976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4293993.500000 Penalty: 3434.651367
	Iteration 60F: 3 clusters Score -4293994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4294010.500000 Penalty: 3434.651367
	Iteration 61Q: 3 clusters Score -4294010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4294015.000000 Penalty: 3434.651367
	Iteration 62Q: 3 clusters Score -4294015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4294021.500000 Penalty: 3434.651367
	Iteration 63Q: 3 clusters Score -4294022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4294028.000000 Penalty: 3434.651367
	Iteration 64Q: 3 clusters Score -4294028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4294029.000000 Penalty: 3434.651367
	Iteration 65Q: 3 clusters Score -4294029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4294031.500000 Penalty: 3434.651367
	Iteration 66Q: 3 clusters Score -4294032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4294037.500000 Penalty: 3434.651367
	Iteration 67Q: 3 clusters Score -4294038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4294035.500000 Penalty: 3434.651367
	Iteration 68Q: 3 clusters Score -4294036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4294036.000000 Penalty: 3434.651367
	Iteration 69Q: 3 clusters Score -4294036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4294040.000000 Penalty: 3434.651367
	Iteration 70Q: 3 clusters Score -4294040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4294040.000000 Penalty: 3434.651367
	Iteration 71Q: 3 clusters Score -4294040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4294040.000000 Penalty: 3434.651367
	Iteration 72F: 3 clusters Score -4294040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -91200.820312 Penalty: 1106.289429
	Iteration 0F: 2 clusters Score -91200.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -89907.890625 Penalty: 2212.578857
	Iteration 0F: 3 clusters Score -89907.89 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90295.656250 Penalty: 2212.578857
	Iteration 1F: 3 clusters Score -90295.66 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90387.796875 Penalty: 2212.578857
	Iteration 2F: 3 clusters Score -90387.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90433.117188 Penalty: 2212.578857
	Iteration 3Q: 3 clusters Score -90433.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90471.640625 Penalty: 2212.578857
	Iteration 4Q: 3 clusters Score -90471.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90498.210938 Penalty: 2212.578857
	Iteration 5Q: 3 clusters Score -90498.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90544.320312 Penalty: 2212.578857
	Iteration 6Q: 3 clusters Score -90544.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90577.671875 Penalty: 2212.578857
	Iteration 7Q: 3 clusters Score -90577.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -90602.015625 Penalty: 2212.578857
	Iteration 8Q: 3 clusters Score -90602.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90613.703125 Penalty: 2212.578857
	Iteration 9Q: 3 clusters Score -90613.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90623.843750 Penalty: 2212.578857
	Iteration 10Q: 3 clusters Score -90623.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -90638.078125 Penalty: 2212.578857
	Iteration 11Q: 3 clusters Score -90638.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90643.531250 Penalty: 2212.578857
	Iteration 12Q: 3 clusters Score -90643.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -90645.664062 Penalty: 2212.578857
	Iteration 13Q: 3 clusters Score -90645.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90652.460938 Penalty: 2212.578857
	Iteration 14Q: 3 clusters Score -90652.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90655.695312 Penalty: 2212.578857
	Iteration 15Q: 3 clusters Score -90655.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90658.890625 Penalty: 2212.578857
	Iteration 16Q: 3 clusters Score -90658.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90660.039062 Penalty: 2212.578857
	Iteration 17Q: 3 clusters Score -90660.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90661.593750 Penalty: 2212.578857
	Iteration 18Q: 3 clusters Score -90661.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90661.718750 Penalty: 2212.578857
	Iteration 19Q: 3 clusters Score -90661.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90661.718750 Penalty: 2212.578857
	Iteration 20F: 3 clusters Score -90661.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1685575.000000 Penalty: 1564.656494
	Iteration 0F: 2 clusters Score -1685575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1675083.000000 Penalty: 3129.312988
	Iteration 0F: 3 clusters Score -1675083 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1678661.250000 Penalty: 3129.312988
	Iteration 1F: 3 clusters Score -1678661 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1678929.125000 Penalty: 3129.312988
	Iteration 2F: 3 clusters Score -1678929 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1679135.250000 Penalty: 3129.312988
	Iteration 3Q: 3 clusters Score -1679135 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1679305.000000 Penalty: 3129.312988
	Iteration 4Q: 3 clusters Score -1679305 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1679435.375000 Penalty: 3129.312988
	Iteration 5Q: 3 clusters Score -1679435 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1679537.375000 Penalty: 3129.312988
	Iteration 6Q: 3 clusters Score -1679537 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1679614.125000 Penalty: 3129.312988
	Iteration 7Q: 3 clusters Score -1679614 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1679687.000000 Penalty: 3129.312988
	Iteration 8Q: 3 clusters Score -1679687 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1679763.250000 Penalty: 3129.312988
	Iteration 9Q: 3 clusters Score -1679763 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1679833.875000 Penalty: 3129.312988
	Iteration 10Q: 3 clusters Score -1679834 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1679913.875000 Penalty: 3129.312988
	Iteration 11Q: 3 clusters Score -1679914 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1680037.000000 Penalty: 3129.312988
	Iteration 12Q: 3 clusters Score -1680037 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1680204.125000 Penalty: 3129.312988
	Iteration 13Q: 3 clusters Score -1680204 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1680423.375000 Penalty: 3129.312988
	Iteration 14Q: 3 clusters Score -1680423 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1680743.750000 Penalty: 3129.312988
	Iteration 15Q: 3 clusters Score -1680744 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1681151.000000 Penalty: 3129.312988
	Iteration 16Q: 3 clusters Score -1681151 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1681685.375000 Penalty: 3129.312988
	Iteration 17F: 3 clusters Score -1681685 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1682277.500000 Penalty: 3129.312988
	Iteration 18F: 3 clusters Score -1682278 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1682830.500000 Penalty: 3129.312988
	Iteration 19Q: 3 clusters Score -1682830 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1683278.750000 Penalty: 3129.312988
	Iteration 20F: 3 clusters Score -1683279 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1683665.875000 Penalty: 3129.312988
	Iteration 21Q: 3 clusters Score -1683666 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1683912.750000 Penalty: 3129.312988
	Iteration 22Q: 3 clusters Score -1683913 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1684089.625000 Penalty: 3129.312988
	Iteration 23Q: 3 clusters Score -1684090 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1684208.375000 Penalty: 3129.312988
	Iteration 24Q: 3 clusters Score -1684208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1684280.250000 Penalty: 3129.312988
	Iteration 25Q: 3 clusters Score -1684280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1684317.000000 Penalty: 3129.312988
	Iteration 26Q: 3 clusters Score -1684317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1684333.750000 Penalty: 3129.312988
	Iteration 27Q: 3 clusters Score -1684334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1684343.500000 Penalty: 3129.312988
	Iteration 28Q: 3 clusters Score -1684344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1684349.000000 Penalty: 3129.312988
	Iteration 29Q: 3 clusters Score -1684349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1684348.250000 Penalty: 3129.312988
	Iteration 30Q: 3 clusters Score -1684348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1684349.750000 Penalty: 3129.312988
	Iteration 31Q: 3 clusters Score -1684350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1684353.375000 Penalty: 3129.312988
	Iteration 32Q: 3 clusters Score -1684353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1684353.375000 Penalty: 3129.312988
	Iteration 33F: 3 clusters Score -1684353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Entering Unmasked Estep 
Score: -431461.687500 Penalty: 1335.728027
	Iteration 0F: 2 clusters Score -431461.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -428257.156250 Penalty: 2671.456055
	Iteration 0F: 3 clusters Score -428257.2 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -428961.312500 Penalty: 2671.456055
	Iteration 1F: 3 clusters Score -428961.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -429112.218750 Penalty: 2671.456055
	Iteration 2F: 3 clusters Score -429112.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -429239.968750 Penalty: 2671.456055
	Iteration 3F: 3 clusters Score -429240 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -429338.250000 Penalty: 2671.456055
	Iteration 4Q: 3 clusters Score -429338.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -429437.218750 Penalty: 2671.456055
	Iteration 5Q: 3 clusters Score -429437.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -429526.750000 Penalty: 2671.456055
	Iteration 6Q: 3 clusters Score -429526.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -429611.843750 Penalty: 2671.456055
	Iteration 7Q: 3 clusters Score -429611.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -429700.968750 Penalty: 2671.456055
	Iteration 8Q: 3 clusters Score -429701 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -429784.687500 Penalty: 2671.456055
	Iteration 9Q: 3 clusters Score -429784.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -429863.093750 Penalty: 2671.456055
	Iteration 10Q: 3 clusters Score -429863.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -429945.343750 Penalty: 2671.456055
	Iteration 11Q: 3 clusters Score -429945.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -430044.437500 Penalty: 2671.456055
	Iteration 12Q: 3 clusters Score -430044.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -430122.187500 Penalty: 2671.456055
	Iteration 13Q: 3 clusters Score -430122.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -430188.937500 Penalty: 2671.456055
	Iteration 14Q: 3 clusters Score -430188.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -430252.500000 Penalty: 2671.456055
	Iteration 15Q: 3 clusters Score -430252.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -430315.187500 Penalty: 2671.456055
	Iteration 16Q: 3 clusters Score -430315.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -430368.968750 Penalty: 2671.456055
	Iteration 17Q: 3 clusters Score -430369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -430402.687500 Penalty: 2671.456055
	Iteration 18Q: 3 clusters Score -430402.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -430420.156250 Penalty: 2671.456055
	Iteration 19Q: 3 clusters Score -430420.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -430437.718750 Penalty: 2671.456055
	Iteration 20F: 3 clusters Score -430437.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -430450.750000 Penalty: 2671.456055
	Iteration 21Q: 3 clusters Score -430450.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -430455.656250 Penalty: 2671.456055
	Iteration 22Q: 3 clusters Score -430455.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -430459.500000 Penalty: 2671.456055
	Iteration 23Q: 3 clusters Score -430459.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -430462.281250 Penalty: 2671.456055
	Iteration 24Q: 3 clusters Score -430462.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -430463.218750 Penalty: 2671.456055
	Iteration 25Q: 3 clusters Score -430463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -430464.250000 Penalty: 2671.456055
	Iteration 26Q: 3 clusters Score -430464.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -430465.468750 Penalty: 2671.456055
	Iteration 27Q: 3 clusters Score -430465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -430466.125000 Penalty: 2671.456055
	Iteration 28Q: 3 clusters Score -430466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -430466.250000 Penalty: 2671.456055
	Iteration 29Q: 3 clusters Score -430466.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -430466.875000 Penalty: 2671.456055
	Iteration 30Q: 3 clusters Score -430466.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -430466.875000 Penalty: 2671.456055
	Iteration 31F: 3 clusters Score -430466.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Entering Unmasked Estep 
Score: -10525787.000000 Penalty: 1855.890625
	Iteration 0F: 2 clusters Score -1.052579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -10466083.000000 Penalty: 3711.781250
	Iteration 0F: 3 clusters Score -1.046608e+07 nChanged 43709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -10491116.000000 Penalty: 3711.781250
	Iteration 1F: 3 clusters Score -1.049112e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -10491740.000000 Penalty: 3711.781250
	Iteration 2Q: 3 clusters Score -1.049174e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -10492562.000000 Penalty: 3711.781250
	Iteration 3Q: 3 clusters Score -1.049256e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -10493930.000000 Penalty: 3711.781250
	Iteration 4Q: 3 clusters Score -1.049393e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -10496463.000000 Penalty: 3711.781250
	Iteration 5F: 3 clusters Score -1.049646e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 65629 members 
Entering Unmasked Estep 
Score: -10500971.000000 Penalty: 3711.781250
	Iteration 6F: 3 clusters Score -1.050097e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -10507637.000000 Penalty: 3711.781250
	Iteration 7F: 3 clusters Score -1.050764e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -10515254.000000 Penalty: 3711.781250
	Iteration 8F: 3 clusters Score -1.051525e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 87214 members 
Entering Unmasked Estep 
Score: -10520726.000000 Penalty: 3711.781250
	Iteration 9F: 3 clusters Score -1.052073e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 89980 members 
Entering Unmasked Estep 
Score: -10523067.000000 Penalty: 3711.781250
	Iteration 10Q: 3 clusters Score -1.052307e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 90819 members 
Entering Unmasked Estep 
Score: -10523807.000000 Penalty: 3711.781250
	Iteration 11Q: 3 clusters Score -1.052381e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -10524040.000000 Penalty: 3711.781250
	Iteration 12Q: 3 clusters Score -1.052404e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 91062 members 
Entering Unmasked Estep 
Score: -10524094.000000 Penalty: 3711.781250
	Iteration 13Q: 3 clusters Score -1.052409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -10524112.000000 Penalty: 3711.781250
	Iteration 14Q: 3 clusters Score -1.052411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -10524117.000000 Penalty: 3711.781250
	Iteration 15Q: 3 clusters Score -1.052412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 91080 members 
Entering Unmasked Estep 
Score: -10524113.000000 Penalty: 3711.781250
	Iteration 16Q: 3 clusters Score -1.052411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 91080 members 
Entering Unmasked Estep 
Score: -10524117.000000 Penalty: 3711.781250
	Iteration 17Q: 3 clusters Score -1.052412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 91079 members 
Entering Unmasked Estep 
Score: -10524118.000000 Penalty: 3711.781250
	Iteration 18Q: 3 clusters Score -1.052412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 91081 members 
Entering Unmasked Estep 
Score: -10524124.000000 Penalty: 3711.781250
	Iteration 19Q: 3 clusters Score -1.052412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -10524123.000000 Penalty: 3711.781250
	Iteration 20F: 3 clusters Score -1.052412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Entering Unmasked Estep 
Score: -1687342.000000 Penalty: 1557.372803
	Iteration 0F: 2 clusters Score -1687342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1677303.000000 Penalty: 3114.745605
	Iteration 0F: 3 clusters Score -1677303 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1680655.250000 Penalty: 3114.745605
	Iteration 1F: 3 clusters Score -1680655 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1680878.750000 Penalty: 3114.745605
	Iteration 2Q: 3 clusters Score -1680879 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1681087.625000 Penalty: 3114.745605
	Iteration 3Q: 3 clusters Score -1681088 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1681280.875000 Penalty: 3114.745605
	Iteration 4Q: 3 clusters Score -1681281 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1681449.250000 Penalty: 3114.745605
	Iteration 5Q: 3 clusters Score -1681449 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1681631.125000 Penalty: 3114.745605
	Iteration 6Q: 3 clusters Score -1681631 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1681829.000000 Penalty: 3114.745605
	Iteration 7Q: 3 clusters Score -1681829 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1682047.250000 Penalty: 3114.745605
	Iteration 8Q: 3 clusters Score -1682047 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1682311.000000 Penalty: 3114.745605
	Iteration 9Q: 3 clusters Score -1682311 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1682665.375000 Penalty: 3114.745605
	Iteration 10Q: 3 clusters Score -1682665 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1683172.375000 Penalty: 3114.745605
	Iteration 11Q: 3 clusters Score -1683172 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1683666.875000 Penalty: 3114.745605
	Iteration 12Q: 3 clusters Score -1683667 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1684134.500000 Penalty: 3114.745605
	Iteration 13Q: 3 clusters Score -1684134 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1684529.000000 Penalty: 3114.745605
	Iteration 14Q: 3 clusters Score -1684529 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1684825.500000 Penalty: 3114.745605
	Iteration 15Q: 3 clusters Score -1684826 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1685076.625000 Penalty: 3114.745605
	Iteration 16Q: 3 clusters Score -1685077 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1685250.000000 Penalty: 3114.745605
	Iteration 17Q: 3 clusters Score -1685250 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1685380.250000 Penalty: 3114.745605
	Iteration 18Q: 3 clusters Score -1685380 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1685460.750000 Penalty: 3114.745605
	Iteration 19Q: 3 clusters Score -1685461 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1685519.375000 Penalty: 3114.745605
	Iteration 20F: 3 clusters Score -1685519 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1685566.125000 Penalty: 3114.745605
	Iteration 21Q: 3 clusters Score -1685566 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1685605.500000 Penalty: 3114.745605
	Iteration 22Q: 3 clusters Score -1685606 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1685651.750000 Penalty: 3114.745605
	Iteration 23Q: 3 clusters Score -1685652 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1685687.875000 Penalty: 3114.745605
	Iteration 24Q: 3 clusters Score -1685688 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1685719.500000 Penalty: 3114.745605
	Iteration 25Q: 3 clusters Score -1685720 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1685745.500000 Penalty: 3114.745605
	Iteration 26Q: 3 clusters Score -1685746 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1685767.125000 Penalty: 3114.745605
	Iteration 27Q: 3 clusters Score -1685767 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1685799.500000 Penalty: 3114.745605
	Iteration 28Q: 3 clusters Score -1685800 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1685844.375000 Penalty: 3114.745605
	Iteration 29Q: 3 clusters Score -1685844 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1685898.250000 Penalty: 3114.745605
	Iteration 30Q: 3 clusters Score -1685898 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1685942.500000 Penalty: 3114.745605
	Iteration 31Q: 3 clusters Score -1685942 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1685980.750000 Penalty: 3114.745605
	Iteration 32Q: 3 clusters Score -1685981 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1686015.375000 Penalty: 3114.745605
	Iteration 33Q: 3 clusters Score -1686015 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1686028.625000 Penalty: 3114.745605
	Iteration 34Q: 3 clusters Score -1686029 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1686040.500000 Penalty: 3114.745605
	Iteration 35Q: 3 clusters Score -1686040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1686057.125000 Penalty: 3114.745605
	Iteration 36Q: 3 clusters Score -1686057 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1686061.500000 Penalty: 3114.745605
	Iteration 37Q: 3 clusters Score -1686062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1686063.875000 Penalty: 3114.745605
	Iteration 38Q: 3 clusters Score -1686064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1686068.500000 Penalty: 3114.745605
	Iteration 39Q: 3 clusters Score -1686068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1686074.625000 Penalty: 3114.745605
	Iteration 40F: 3 clusters Score -1686075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1686072.875000 Penalty: 3114.745605
	Iteration 41Q: 3 clusters Score -1686073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1686079.000000 Penalty: 3114.745605
	Iteration 42Q: 3 clusters Score -1686079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1686081.125000 Penalty: 3114.745605
	Iteration 43Q: 3 clusters Score -1686081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1686081.000000 Penalty: 3114.745605
	Iteration 44Q: 3 clusters Score -1686081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1686088.125000 Penalty: 3114.745605
	Iteration 45Q: 3 clusters Score -1686088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1686091.000000 Penalty: 3114.745605
	Iteration 46Q: 3 clusters Score -1686091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1686091.000000 Penalty: 3114.745605
	Iteration 47Q: 3 clusters Score -1686091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1686096.000000 Penalty: 3114.745605
	Iteration 48Q: 3 clusters Score -1686096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1686098.000000 Penalty: 3114.745605
	Iteration 49Q: 3 clusters Score -1686098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1686096.500000 Penalty: 3114.745605
	Iteration 50Q: 3 clusters Score -1686096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1686101.250000 Penalty: 3114.745605
	Iteration 51Q: 3 clusters Score -1686101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1686112.500000 Penalty: 3114.745605
	Iteration 52Q: 3 clusters Score -1686112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1686114.875000 Penalty: 3114.745605
	Iteration 53Q: 3 clusters Score -1686115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1686114.750000 Penalty: 3114.745605
	Iteration 54Q: 3 clusters Score -1686115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1686123.375000 Penalty: 3114.745605
	Iteration 55Q: 3 clusters Score -1686123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1686125.125000 Penalty: 3114.745605
	Iteration 56Q: 3 clusters Score -1686125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1686124.625000 Penalty: 3114.745605
	Iteration 57Q: 3 clusters Score -1686125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1686128.250000 Penalty: 3114.745605
	Iteration 58Q: 3 clusters Score -1686128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1686127.875000 Penalty: 3114.745605
	Iteration 59Q: 3 clusters Score -1686128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1686130.250000 Penalty: 3114.745605
	Iteration 60F: 3 clusters Score -1686130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1686128.250000 Penalty: 3114.745605
	Iteration 61Q: 3 clusters Score -1686128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1686128.375000 Penalty: 3114.745605
	Iteration 62Q: 3 clusters Score -1686128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1686136.125000 Penalty: 3114.745605
	Iteration 63Q: 3 clusters Score -1686136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1686140.375000 Penalty: 3114.745605
	Iteration 64Q: 3 clusters Score -1686140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1686139.750000 Penalty: 3114.745605
	Iteration 65Q: 3 clusters Score -1686140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1686146.375000 Penalty: 3114.745605
	Iteration 66Q: 3 clusters Score -1686146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1686147.750000 Penalty: 3114.745605
	Iteration 67Q: 3 clusters Score -1686148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1686151.875000 Penalty: 3114.745605
	Iteration 68Q: 3 clusters Score -1686152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1686155.000000 Penalty: 3114.745605
	Iteration 69Q: 3 clusters Score -1686155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1686158.625000 Penalty: 3114.745605
	Iteration 70Q: 3 clusters Score -1686159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1686156.250000 Penalty: 3114.745605
	Iteration 71Q: 3 clusters Score -1686156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1686156.750000 Penalty: 3114.745605
	Iteration 72Q: 3 clusters Score -1686157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1686158.625000 Penalty: 3114.745605
	Iteration 73Q: 3 clusters Score -1686159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1686163.500000 Penalty: 3114.745605
	Iteration 74Q: 3 clusters Score -1686164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1686165.000000 Penalty: 3114.745605
	Iteration 75Q: 3 clusters Score -1686165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1686164.250000 Penalty: 3114.745605
	Iteration 76Q: 3 clusters Score -1686164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1686165.000000 Penalty: 3114.745605
	Iteration 77Q: 3 clusters Score -1686165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1686166.625000 Penalty: 3114.745605
	Iteration 78Q: 3 clusters Score -1686167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1686168.625000 Penalty: 3114.745605
	Iteration 79Q: 3 clusters Score -1686169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1686168.250000 Penalty: 3114.745605
	Iteration 80F: 3 clusters Score -1686168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1686168.125000 Penalty: 3114.745605
	Iteration 81Q: 3 clusters Score -1686168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1686167.750000 Penalty: 3114.745605
	Iteration 82Q: 3 clusters Score -1686168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1686166.250000 Penalty: 3114.745605
	Iteration 83Q: 3 clusters Score -1686166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1686165.000000 Penalty: 3114.745605
	Iteration 84Q: 3 clusters Score -1686165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1686170.000000 Penalty: 3114.745605
	Iteration 85Q: 3 clusters Score -1686170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1686167.500000 Penalty: 3114.745605
	Iteration 86Q: 3 clusters Score -1686168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1686171.375000 Penalty: 3114.745605
	Iteration 87Q: 3 clusters Score -1686171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1686169.500000 Penalty: 3114.745605
	Iteration 88Q: 3 clusters Score -1686170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1686174.750000 Penalty: 3114.745605
	Iteration 89Q: 3 clusters Score -1686175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1686178.250000 Penalty: 3114.745605
	Iteration 90Q: 3 clusters Score -1686178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1686177.875000 Penalty: 3114.745605
	Iteration 91Q: 3 clusters Score -1686178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1686182.125000 Penalty: 3114.745605
	Iteration 92Q: 3 clusters Score -1686182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1686180.875000 Penalty: 3114.745605
	Iteration 93Q: 3 clusters Score -1686181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1686177.875000 Penalty: 3114.745605
	Iteration 94Q: 3 clusters Score -1686178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1686178.625000 Penalty: 3114.745605
	Iteration 95Q: 3 clusters Score -1686179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1686178.000000 Penalty: 3114.745605
	Iteration 96Q: 3 clusters Score -1686178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1686176.750000 Penalty: 3114.745605
	Iteration 97Q: 3 clusters Score -1686177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1686177.375000 Penalty: 3114.745605
	Iteration 98Q: 3 clusters Score -1686177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1686177.500000 Penalty: 3114.745605
	Iteration 99Q: 3 clusters Score -1686178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1686178.125000 Penalty: 3114.745605
	Iteration 100F: 3 clusters Score -1686178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1686179.375000 Penalty: 3114.745605
	Iteration 101Q: 3 clusters Score -1686179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1686177.625000 Penalty: 3114.745605
	Iteration 102Q: 3 clusters Score -1686178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1686179.375000 Penalty: 3114.745605
	Iteration 103Q: 3 clusters Score -1686179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1686177.500000 Penalty: 3114.745605
	Iteration 104Q: 3 clusters Score -1686178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1686179.000000 Penalty: 3114.745605
	Iteration 105Q: 3 clusters Score -1686179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1686175.875000 Penalty: 3114.745605
	Iteration 106Q: 3 clusters Score -1686176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1686177.500000 Penalty: 3114.745605
	Iteration 107Q: 3 clusters Score -1686178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1686179.750000 Penalty: 3114.745605
	Iteration 108Q: 3 clusters Score -1686180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1686177.000000 Penalty: 3114.745605
	Iteration 109Q: 3 clusters Score -1686177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1686178.375000 Penalty: 3114.745605
	Iteration 110Q: 3 clusters Score -1686178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1686178.375000 Penalty: 3114.745605
	Iteration 111Q: 3 clusters Score -1686178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1686180.125000 Penalty: 3114.745605
	Iteration 112Q: 3 clusters Score -1686180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1686179.375000 Penalty: 3114.745605
	Iteration 113Q: 3 clusters Score -1686179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1686178.875000 Penalty: 3114.745605
	Iteration 114Q: 3 clusters Score -1686179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1686178.750000 Penalty: 3114.745605
	Iteration 115Q: 3 clusters Score -1686179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1686181.875000 Penalty: 3114.745605
	Iteration 116Q: 3 clusters Score -1686182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1686179.750000 Penalty: 3114.745605
	Iteration 117Q: 3 clusters Score -1686180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1686177.875000 Penalty: 3114.745605
	Iteration 118Q: 3 clusters Score -1686178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1686177.875000 Penalty: 3114.745605
	Iteration 119F: 3 clusters Score -1686178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -43497.628906 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -43497.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42583.542969 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -42583.54 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42795.996094 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -42796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42942.699219 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -42942.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43074.183594 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -43074.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43212.640625 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -43212.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43303.937500 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -43303.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43356.582031 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -43356.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43382.535156 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -43382.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43392.640625 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -43392.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43394.691406 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -43394.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43394.691406 Penalty: 1973.739502
	Iteration 10F: 3 clusters Score -43394.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Entering Unmasked Estep 
Score: -1813332.875000 Penalty: 1569.534424
	Iteration 0F: 2 clusters Score -1813333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1802512.625000 Penalty: 3139.068848
	Iteration 0F: 3 clusters Score -1802513 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1806247.375000 Penalty: 3139.068848
	Iteration 1F: 3 clusters Score -1806247 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1806529.125000 Penalty: 3139.068848
	Iteration 2F: 3 clusters Score -1806529 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1806861.750000 Penalty: 3139.068848
	Iteration 3Q: 3 clusters Score -1806862 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1807301.125000 Penalty: 3139.068848
	Iteration 4F: 3 clusters Score -1807301 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1807895.750000 Penalty: 3139.068848
	Iteration 5F: 3 clusters Score -1807896 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1808751.250000 Penalty: 3139.068848
	Iteration 6F: 3 clusters Score -1808751 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1809711.125000 Penalty: 3139.068848
	Iteration 7F: 3 clusters Score -1809711 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1810578.250000 Penalty: 3139.068848
	Iteration 8F: 3 clusters Score -1810578 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1811134.375000 Penalty: 3139.068848
	Iteration 9Q: 3 clusters Score -1811134 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1811484.875000 Penalty: 3139.068848
	Iteration 10Q: 3 clusters Score -1811485 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1811691.375000 Penalty: 3139.068848
	Iteration 11Q: 3 clusters Score -1811691 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1811814.750000 Penalty: 3139.068848
	Iteration 12Q: 3 clusters Score -1811815 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1811883.750000 Penalty: 3139.068848
	Iteration 13Q: 3 clusters Score -1811884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1811911.750000 Penalty: 3139.068848
	Iteration 14Q: 3 clusters Score -1811912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1811935.500000 Penalty: 3139.068848
	Iteration 15Q: 3 clusters Score -1811936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1811954.250000 Penalty: 3139.068848
	Iteration 16Q: 3 clusters Score -1811954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1811962.875000 Penalty: 3139.068848
	Iteration 17Q: 3 clusters Score -1811963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1811967.625000 Penalty: 3139.068848
	Iteration 18Q: 3 clusters Score -1811968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1811968.000000 Penalty: 3139.068848
	Iteration 19Q: 3 clusters Score -1811968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1811967.500000 Penalty: 3139.068848
	Iteration 20F: 3 clusters Score -1811968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Entering Unmasked Estep 
Score: -417071.375000 Penalty: 1334.056763
	Iteration 0F: 2 clusters Score -417071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -413927.156250 Penalty: 2668.113525
	Iteration 0F: 3 clusters Score -413927.2 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -414787.218750 Penalty: 2668.113525
	Iteration 1F: 3 clusters Score -414787.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -414952.093750 Penalty: 2668.113525
	Iteration 2F: 3 clusters Score -414952.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -415026.500000 Penalty: 2668.113525
	Iteration 3Q: 3 clusters Score -415026.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -415078.750000 Penalty: 2668.113525
	Iteration 4Q: 3 clusters Score -415078.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -415123.531250 Penalty: 2668.113525
	Iteration 5Q: 3 clusters Score -415123.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -415159.187500 Penalty: 2668.113525
	Iteration 6Q: 3 clusters Score -415159.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -415181.687500 Penalty: 2668.113525
	Iteration 7Q: 3 clusters Score -415181.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -415198.750000 Penalty: 2668.113525
	Iteration 8Q: 3 clusters Score -415198.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -415211.281250 Penalty: 2668.113525
	Iteration 9Q: 3 clusters Score -415211.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -415219.593750 Penalty: 2668.113525
	Iteration 10Q: 3 clusters Score -415219.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -415224.531250 Penalty: 2668.113525
	Iteration 11Q: 3 clusters Score -415224.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -415233.093750 Penalty: 2668.113525
	Iteration 12Q: 3 clusters Score -415233.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -415239.437500 Penalty: 2668.113525
	Iteration 13Q: 3 clusters Score -415239.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -415245.156250 Penalty: 2668.113525
	Iteration 14Q: 3 clusters Score -415245.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -415253.250000 Penalty: 2668.113525
	Iteration 15Q: 3 clusters Score -415253.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -415265.031250 Penalty: 2668.113525
	Iteration 16Q: 3 clusters Score -415265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -415281.187500 Penalty: 2668.113525
	Iteration 17Q: 3 clusters Score -415281.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -415297.687500 Penalty: 2668.113525
	Iteration 18Q: 3 clusters Score -415297.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -415316.468750 Penalty: 2668.113525
	Iteration 19Q: 3 clusters Score -415316.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -415339.562500 Penalty: 2668.113525
	Iteration 20F: 3 clusters Score -415339.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -415372.593750 Penalty: 2668.113525
	Iteration 21Q: 3 clusters Score -415372.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -415421.250000 Penalty: 2668.113525
	Iteration 22Q: 3 clusters Score -415421.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -415477.687500 Penalty: 2668.113525
	Iteration 23Q: 3 clusters Score -415477.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -415520.343750 Penalty: 2668.113525
	Iteration 24Q: 3 clusters Score -415520.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -415562.718750 Penalty: 2668.113525
	Iteration 25Q: 3 clusters Score -415562.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -415603.781250 Penalty: 2668.113525
	Iteration 26Q: 3 clusters Score -415603.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -415646.125000 Penalty: 2668.113525
	Iteration 27Q: 3 clusters Score -415646.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -415683.250000 Penalty: 2668.113525
	Iteration 28Q: 3 clusters Score -415683.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -415718.687500 Penalty: 2668.113525
	Iteration 29Q: 3 clusters Score -415718.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -415744.937500 Penalty: 2668.113525
	Iteration 30Q: 3 clusters Score -415744.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -415775.812500 Penalty: 2668.113525
	Iteration 31Q: 3 clusters Score -415775.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -415798.875000 Penalty: 2668.113525
	Iteration 32Q: 3 clusters Score -415798.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -415827.375000 Penalty: 2668.113525
	Iteration 33Q: 3 clusters Score -415827.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -415855.218750 Penalty: 2668.113525
	Iteration 34Q: 3 clusters Score -415855.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -415880.250000 Penalty: 2668.113525
	Iteration 35Q: 3 clusters Score -415880.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -415902.906250 Penalty: 2668.113525
	Iteration 36Q: 3 clusters Score -415902.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -415924.437500 Penalty: 2668.113525
	Iteration 37Q: 3 clusters Score -415924.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -415939.937500 Penalty: 2668.113525
	Iteration 38Q: 3 clusters Score -415939.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -415949.968750 Penalty: 2668.113525
	Iteration 39Q: 3 clusters Score -415950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -415962.843750 Penalty: 2668.113525
	Iteration 40F: 3 clusters Score -415962.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -415975.250000 Penalty: 2668.113525
	Iteration 41Q: 3 clusters Score -415975.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -415985.656250 Penalty: 2668.113525
	Iteration 42Q: 3 clusters Score -415985.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -415996.562500 Penalty: 2668.113525
	Iteration 43Q: 3 clusters Score -415996.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -416008.343750 Penalty: 2668.113525
	Iteration 44Q: 3 clusters Score -416008.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -416020.687500 Penalty: 2668.113525
	Iteration 45Q: 3 clusters Score -416020.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -416034.750000 Penalty: 2668.113525
	Iteration 46Q: 3 clusters Score -416034.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -416044.312500 Penalty: 2668.113525
	Iteration 47Q: 3 clusters Score -416044.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -416052.531250 Penalty: 2668.113525
	Iteration 48Q: 3 clusters Score -416052.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -416057.531250 Penalty: 2668.113525
	Iteration 49Q: 3 clusters Score -416057.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -416061.937500 Penalty: 2668.113525
	Iteration 50Q: 3 clusters Score -416061.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -416066.187500 Penalty: 2668.113525
	Iteration 51Q: 3 clusters Score -416066.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -416071.125000 Penalty: 2668.113525
	Iteration 52Q: 3 clusters Score -416071.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -416074.625000 Penalty: 2668.113525
	Iteration 53Q: 3 clusters Score -416074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -416076.281250 Penalty: 2668.113525
	Iteration 54Q: 3 clusters Score -416076.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -416076.281250 Penalty: 2668.113525
	Iteration 55Q: 3 clusters Score -416076.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -416077.250000 Penalty: 2668.113525
	Iteration 56Q: 3 clusters Score -416077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -416076.875000 Penalty: 2668.113525
	Iteration 57Q: 3 clusters Score -416076.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -416076.875000 Penalty: 2668.113525
	Iteration 58F: 3 clusters Score -416076.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (147518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147518 members 
Entering Unmasked Estep 
Score: -16732055.000000 Penalty: 1934.027222
	Iteration 0F: 2 clusters Score -1.673206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73963 members 
Mstep: Class 2 contains 73555 members 
Entering Unmasked Estep 
Score: -16635169.000000 Penalty: 3868.054443
	Iteration 0F: 3 clusters Score -1.663517e+07 nChanged 71344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -16677175.000000 Penalty: 3868.054443
	Iteration 1F: 3 clusters Score -1.667718e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77471 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -16678117.000000 Penalty: 3868.054443
	Iteration 2Q: 3 clusters Score -1.667812e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79421 members 
Mstep: Class 2 contains 68097 members 
Entering Unmasked Estep 
Score: -16679393.000000 Penalty: 3868.054443
	Iteration 3Q: 3 clusters Score -1.667939e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82295 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -16681321.000000 Penalty: 3868.054443
	Iteration 4Q: 3 clusters Score -1.668132e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86310 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -16684391.000000 Penalty: 3868.054443
	Iteration 5Q: 3 clusters Score -1.668439e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91654 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -16689050.000000 Penalty: 3868.054443
	Iteration 6F: 3 clusters Score -1.668905e+07 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97867 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -16695585.000000 Penalty: 3868.054443
	Iteration 7F: 3 clusters Score -1.669558e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103466 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -16702829.000000 Penalty: 3868.054443
	Iteration 8F: 3 clusters Score -1.670283e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107405 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -16707692.000000 Penalty: 3868.054443
	Iteration 9F: 3 clusters Score -1.670769e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110175 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -16710131.000000 Penalty: 3868.054443
	Iteration 10Q: 3 clusters Score -1.671013e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112613 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -16711290.000000 Penalty: 3868.054443
	Iteration 11Q: 3 clusters Score -1.671129e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114992 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -16712248.000000 Penalty: 3868.054443
	Iteration 12Q: 3 clusters Score -1.671225e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117360 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -16713179.000000 Penalty: 3868.054443
	Iteration 13Q: 3 clusters Score -1.671318e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119710 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -16713988.000000 Penalty: 3868.054443
	Iteration 14Q: 3 clusters Score -1.671399e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122174 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -16715009.000000 Penalty: 3868.054443
	Iteration 15Q: 3 clusters Score -1.671501e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124633 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -16716154.000000 Penalty: 3868.054443
	Iteration 16Q: 3 clusters Score -1.671615e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127034 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -16717330.000000 Penalty: 3868.054443
	Iteration 17Q: 3 clusters Score -1.671733e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129342 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -16718340.000000 Penalty: 3868.054443
	Iteration 18Q: 3 clusters Score -1.671834e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131567 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -16719565.000000 Penalty: 3868.054443
	Iteration 19Q: 3 clusters Score -1.671956e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133693 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -16720778.000000 Penalty: 3868.054443
	Iteration 20F: 3 clusters Score -1.672078e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135690 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -16722088.000000 Penalty: 3868.054443
	Iteration 21Q: 3 clusters Score -1.672209e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137506 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -16723311.000000 Penalty: 3868.054443
	Iteration 22Q: 3 clusters Score -1.672331e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139148 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -16724494.000000 Penalty: 3868.054443
	Iteration 23Q: 3 clusters Score -1.672449e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140631 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -16725675.000000 Penalty: 3868.054443
	Iteration 24Q: 3 clusters Score -1.672568e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141978 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -16726659.000000 Penalty: 3868.054443
	Iteration 25Q: 3 clusters Score -1.672666e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143146 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -16727490.000000 Penalty: 3868.054443
	Iteration 26Q: 3 clusters Score -1.672749e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144127 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -16728263.000000 Penalty: 3868.054443
	Iteration 27Q: 3 clusters Score -1.672826e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144918 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -16728843.000000 Penalty: 3868.054443
	Iteration 28Q: 3 clusters Score -1.672884e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145547 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -16729315.000000 Penalty: 3868.054443
	Iteration 29Q: 3 clusters Score -1.672932e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145984 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -16729640.000000 Penalty: 3868.054443
	Iteration 30Q: 3 clusters Score -1.672964e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146274 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -16729864.000000 Penalty: 3868.054443
	Iteration 31Q: 3 clusters Score -1.672986e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146475 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -16729981.000000 Penalty: 3868.054443
	Iteration 32Q: 3 clusters Score -1.672998e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146611 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16730075.000000 Penalty: 3868.054443
	Iteration 33Q: 3 clusters Score -1.673008e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146723 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -16730150.000000 Penalty: 3868.054443
	Iteration 34Q: 3 clusters Score -1.673015e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146812 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -16730182.000000 Penalty: 3868.054443
	Iteration 35Q: 3 clusters Score -1.673018e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146876 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -16730212.000000 Penalty: 3868.054443
	Iteration 36Q: 3 clusters Score -1.673021e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146925 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -16730246.000000 Penalty: 3868.054443
	Iteration 37Q: 3 clusters Score -1.673025e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146966 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -16730247.000000 Penalty: 3868.054443
	Iteration 38Q: 3 clusters Score -1.673025e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146987 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -16730261.000000 Penalty: 3868.054443
	Iteration 39Q: 3 clusters Score -1.673026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147004 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -16730266.000000 Penalty: 3868.054443
	Iteration 40F: 3 clusters Score -1.673027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147017 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -16730277.000000 Penalty: 3868.054443
	Iteration 41Q: 3 clusters Score -1.673028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147025 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -16730265.000000 Penalty: 3868.054443
	Iteration 42Q: 3 clusters Score -1.673026e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147040 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -16730285.000000 Penalty: 3868.054443
	Iteration 43Q: 3 clusters Score -1.673028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147050 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -16730278.000000 Penalty: 3868.054443
	Iteration 44Q: 3 clusters Score -1.673028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147053 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -16730289.000000 Penalty: 3868.054443
	Iteration 45Q: 3 clusters Score -1.673029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147060 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -16730294.000000 Penalty: 3868.054443
	Iteration 46Q: 3 clusters Score -1.673029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147067 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -16730309.000000 Penalty: 3868.054443
	Iteration 47Q: 3 clusters Score -1.673031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147074 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -16730311.000000 Penalty: 3868.054443
	Iteration 48Q: 3 clusters Score -1.673031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147085 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -16730327.000000 Penalty: 3868.054443
	Iteration 49Q: 3 clusters Score -1.673033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147095 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -16730333.000000 Penalty: 3868.054443
	Iteration 50Q: 3 clusters Score -1.673033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147099 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -16730336.000000 Penalty: 3868.054443
	Iteration 51Q: 3 clusters Score -1.673034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -16730335.000000 Penalty: 3868.054443
	Iteration 52Q: 3 clusters Score -1.673034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147100 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -16730338.000000 Penalty: 3868.054443
	Iteration 53Q: 3 clusters Score -1.673034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147100 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -16730338.000000 Penalty: 3868.054443
	Iteration 54F: 3 clusters Score -1.673034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Entering Unmasked Estep 
Score: -349491.218750 Penalty: 1301.791382
	Iteration 0F: 2 clusters Score -349491.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -346788.718750 Penalty: 2603.582764
	Iteration 0F: 3 clusters Score -346788.7 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -347382.187500 Penalty: 2603.582764
	Iteration 1F: 3 clusters Score -347382.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -347507.187500 Penalty: 2603.582764
	Iteration 2F: 3 clusters Score -347507.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -347573.656250 Penalty: 2603.582764
	Iteration 3Q: 3 clusters Score -347573.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -347631.156250 Penalty: 2603.582764
	Iteration 4Q: 3 clusters Score -347631.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -347674.812500 Penalty: 2603.582764
	Iteration 5Q: 3 clusters Score -347674.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -347699.968750 Penalty: 2603.582764
	Iteration 6Q: 3 clusters Score -347700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -347721.437500 Penalty: 2603.582764
	Iteration 7Q: 3 clusters Score -347721.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -347735.156250 Penalty: 2603.582764
	Iteration 8Q: 3 clusters Score -347735.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -347745.062500 Penalty: 2603.582764
	Iteration 9Q: 3 clusters Score -347745.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -347754.031250 Penalty: 2603.582764
	Iteration 10Q: 3 clusters Score -347754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -347763.937500 Penalty: 2603.582764
	Iteration 11Q: 3 clusters Score -347763.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -347770.312500 Penalty: 2603.582764
	Iteration 12Q: 3 clusters Score -347770.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -347776.343750 Penalty: 2603.582764
	Iteration 13Q: 3 clusters Score -347776.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -347783.093750 Penalty: 2603.582764
	Iteration 14Q: 3 clusters Score -347783.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -347787.656250 Penalty: 2603.582764
	Iteration 15Q: 3 clusters Score -347787.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -347791.750000 Penalty: 2603.582764
	Iteration 16Q: 3 clusters Score -347791.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -347794.750000 Penalty: 2603.582764
	Iteration 17Q: 3 clusters Score -347794.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -347801.093750 Penalty: 2603.582764
	Iteration 18Q: 3 clusters Score -347801.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -347805.218750 Penalty: 2603.582764
	Iteration 19Q: 3 clusters Score -347805.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -347808.031250 Penalty: 2603.582764
	Iteration 20F: 3 clusters Score -347808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -347811.968750 Penalty: 2603.582764
	Iteration 21Q: 3 clusters Score -347812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -347815.812500 Penalty: 2603.582764
	Iteration 22Q: 3 clusters Score -347815.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -347822.406250 Penalty: 2603.582764
	Iteration 23Q: 3 clusters Score -347822.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -347828.937500 Penalty: 2603.582764
	Iteration 24Q: 3 clusters Score -347828.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -347834.625000 Penalty: 2603.582764
	Iteration 25Q: 3 clusters Score -347834.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -347838.562500 Penalty: 2603.582764
	Iteration 26Q: 3 clusters Score -347838.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -347843.250000 Penalty: 2603.582764
	Iteration 27Q: 3 clusters Score -347843.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -347851.375000 Penalty: 2603.582764
	Iteration 28Q: 3 clusters Score -347851.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -347854.687500 Penalty: 2603.582764
	Iteration 29Q: 3 clusters Score -347854.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -347858.093750 Penalty: 2603.582764
	Iteration 30Q: 3 clusters Score -347858.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -347863.156250 Penalty: 2603.582764
	Iteration 31Q: 3 clusters Score -347863.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -347869.031250 Penalty: 2603.582764
	Iteration 32Q: 3 clusters Score -347869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -347873.062500 Penalty: 2603.582764
	Iteration 33Q: 3 clusters Score -347873.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -347880.000000 Penalty: 2603.582764
	Iteration 34Q: 3 clusters Score -347880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -347886.375000 Penalty: 2603.582764
	Iteration 35Q: 3 clusters Score -347886.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -347891.468750 Penalty: 2603.582764
	Iteration 36Q: 3 clusters Score -347891.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -347898.937500 Penalty: 2603.582764
	Iteration 37Q: 3 clusters Score -347898.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -347906.625000 Penalty: 2603.582764
	Iteration 38Q: 3 clusters Score -347906.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -347917.031250 Penalty: 2603.582764
	Iteration 39Q: 3 clusters Score -347917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -347925.375000 Penalty: 2603.582764
	Iteration 40F: 3 clusters Score -347925.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -347933.343750 Penalty: 2603.582764
	Iteration 41Q: 3 clusters Score -347933.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -347940.156250 Penalty: 2603.582764
	Iteration 42Q: 3 clusters Score -347940.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -347949.375000 Penalty: 2603.582764
	Iteration 43Q: 3 clusters Score -347949.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -347966.000000 Penalty: 2603.582764
	Iteration 44Q: 3 clusters Score -347966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -347984.187500 Penalty: 2603.582764
	Iteration 45Q: 3 clusters Score -347984.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -348004.406250 Penalty: 2603.582764
	Iteration 46Q: 3 clusters Score -348004.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -348016.062500 Penalty: 2603.582764
	Iteration 47Q: 3 clusters Score -348016.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -348027.875000 Penalty: 2603.582764
	Iteration 48Q: 3 clusters Score -348027.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -348038.281250 Penalty: 2603.582764
	Iteration 49Q: 3 clusters Score -348038.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -348047.593750 Penalty: 2603.582764
	Iteration 50Q: 3 clusters Score -348047.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -348057.125000 Penalty: 2603.582764
	Iteration 51Q: 3 clusters Score -348057.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -348072.750000 Penalty: 2603.582764
	Iteration 52Q: 3 clusters Score -348072.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -348087.468750 Penalty: 2603.582764
	Iteration 53Q: 3 clusters Score -348087.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -348102.812500 Penalty: 2603.582764
	Iteration 54Q: 3 clusters Score -348102.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -348113.750000 Penalty: 2603.582764
	Iteration 55Q: 3 clusters Score -348113.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -348127.593750 Penalty: 2603.582764
	Iteration 56Q: 3 clusters Score -348127.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -348140.406250 Penalty: 2603.582764
	Iteration 57Q: 3 clusters Score -348140.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -348151.000000 Penalty: 2603.582764
	Iteration 58Q: 3 clusters Score -348151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -348162.062500 Penalty: 2603.582764
	Iteration 59Q: 3 clusters Score -348162.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -348171.656250 Penalty: 2603.582764
	Iteration 60F: 3 clusters Score -348171.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -348180.718750 Penalty: 2603.582764
	Iteration 61Q: 3 clusters Score -348180.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -348192.406250 Penalty: 2603.582764
	Iteration 62Q: 3 clusters Score -348192.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -348201.500000 Penalty: 2603.582764
	Iteration 63Q: 3 clusters Score -348201.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -348215.375000 Penalty: 2603.582764
	Iteration 64Q: 3 clusters Score -348215.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -348228.625000 Penalty: 2603.582764
	Iteration 65Q: 3 clusters Score -348228.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -348240.812500 Penalty: 2603.582764
	Iteration 66Q: 3 clusters Score -348240.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -348251.656250 Penalty: 2603.582764
	Iteration 67Q: 3 clusters Score -348251.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -348259.156250 Penalty: 2603.582764
	Iteration 68Q: 3 clusters Score -348259.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -348264.812500 Penalty: 2603.582764
	Iteration 69Q: 3 clusters Score -348264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -348272.375000 Penalty: 2603.582764
	Iteration 70Q: 3 clusters Score -348272.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -348280.843750 Penalty: 2603.582764
	Iteration 71Q: 3 clusters Score -348280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -348285.093750 Penalty: 2603.582764
	Iteration 72Q: 3 clusters Score -348285.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -348287.781250 Penalty: 2603.582764
	Iteration 73Q: 3 clusters Score -348287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -348290.593750 Penalty: 2603.582764
	Iteration 74Q: 3 clusters Score -348290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -348291.562500 Penalty: 2603.582764
	Iteration 75Q: 3 clusters Score -348291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -348292.781250 Penalty: 2603.582764
	Iteration 76Q: 3 clusters Score -348292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -348292.781250 Penalty: 2603.582764
	Iteration 77F: 3 clusters Score -348292.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Entering Unmasked Estep 
Score: -5878512.000000 Penalty: 1758.930542
	Iteration 0F: 2 clusters Score -5878512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -5845018.500000 Penalty: 3517.861084
	Iteration 0F: 3 clusters Score -5845018 nChanged 23639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -5858380.500000 Penalty: 3517.861084
	Iteration 1F: 3 clusters Score -5858380 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -5858937.000000 Penalty: 3517.861084
	Iteration 2Q: 3 clusters Score -5858937 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5859483.500000 Penalty: 3517.861084
	Iteration 3Q: 3 clusters Score -5859484 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -5860284.500000 Penalty: 3517.861084
	Iteration 4Q: 3 clusters Score -5860284 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -5861353.500000 Penalty: 3517.861084
	Iteration 5Q: 3 clusters Score -5861354 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -5863095.000000 Penalty: 3517.861084
	Iteration 6F: 3 clusters Score -5863095 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5866080.500000 Penalty: 3517.861084
	Iteration 7F: 3 clusters Score -5866080 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -5870075.000000 Penalty: 3517.861084
	Iteration 8F: 3 clusters Score -5870075 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -5873094.000000 Penalty: 3517.861084
	Iteration 9F: 3 clusters Score -5873094 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -5874432.500000 Penalty: 3517.861084
	Iteration 10Q: 3 clusters Score -5874432 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -5875198.000000 Penalty: 3517.861084
	Iteration 11Q: 3 clusters Score -5875198 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -5875723.000000 Penalty: 3517.861084
	Iteration 12Q: 3 clusters Score -5875723 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -5876032.500000 Penalty: 3517.861084
	Iteration 13Q: 3 clusters Score -5876032 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -5876241.000000 Penalty: 3517.861084
	Iteration 14Q: 3 clusters Score -5876241 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -5876357.500000 Penalty: 3517.861084
	Iteration 15Q: 3 clusters Score -5876358 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -5876399.000000 Penalty: 3517.861084
	Iteration 16Q: 3 clusters Score -5876399 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -5876435.000000 Penalty: 3517.861084
	Iteration 17Q: 3 clusters Score -5876435 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -5876455.500000 Penalty: 3517.861084
	Iteration 18Q: 3 clusters Score -5876456 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -5876474.000000 Penalty: 3517.861084
	Iteration 19Q: 3 clusters Score -5876474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -5876475.500000 Penalty: 3517.861084
	Iteration 20F: 3 clusters Score -5876476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -5876481.000000 Penalty: 3517.861084
	Iteration 21Q: 3 clusters Score -5876481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -5876476.500000 Penalty: 3517.861084
	Iteration 22Q: 3 clusters Score -5876476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -5876492.000000 Penalty: 3517.861084
	Iteration 23Q: 3 clusters Score -5876492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -5876488.500000 Penalty: 3517.861084
	Iteration 24Q: 3 clusters Score -5876488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -5876491.000000 Penalty: 3517.861084
	Iteration 25Q: 3 clusters Score -5876491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -5876483.500000 Penalty: 3517.861084
	Iteration 26Q: 3 clusters Score -5876484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -5876490.000000 Penalty: 3517.861084
	Iteration 27Q: 3 clusters Score -5876490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -5876485.500000 Penalty: 3517.861084
	Iteration 28Q: 3 clusters Score -5876486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -5876497.000000 Penalty: 3517.861084
	Iteration 29Q: 3 clusters Score -5876497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -5876504.500000 Penalty: 3517.861084
	Iteration 30Q: 3 clusters Score -5876504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -5876499.500000 Penalty: 3517.861084
	Iteration 31Q: 3 clusters Score -5876500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -5876502.000000 Penalty: 3517.861084
	Iteration 32Q: 3 clusters Score -5876502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -5876503.500000 Penalty: 3517.861084
	Iteration 33Q: 3 clusters Score -5876504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -5876503.500000 Penalty: 3517.861084
	Iteration 34F: 3 clusters Score -5876504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Entering Unmasked Estep 
Score: -674671.437500 Penalty: 1408.134033
	Iteration 0F: 2 clusters Score -674671.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -670217.812500 Penalty: 2816.268066
	Iteration 0F: 3 clusters Score -670217.8 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -671560.187500 Penalty: 2816.268066
	Iteration 1F: 3 clusters Score -671560.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -671777.250000 Penalty: 2816.268066
	Iteration 2F: 3 clusters Score -671777.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -671960.187500 Penalty: 2816.268066
	Iteration 3F: 3 clusters Score -671960.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -672138.062500 Penalty: 2816.268066
	Iteration 4Q: 3 clusters Score -672138.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -672322.375000 Penalty: 2816.268066
	Iteration 5Q: 3 clusters Score -672322.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -672475.312500 Penalty: 2816.268066
	Iteration 6Q: 3 clusters Score -672475.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -672653.937500 Penalty: 2816.268066
	Iteration 7Q: 3 clusters Score -672653.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -672794.562500 Penalty: 2816.268066
	Iteration 8Q: 3 clusters Score -672794.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -672941.000000 Penalty: 2816.268066
	Iteration 9Q: 3 clusters Score -672941 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -673069.625000 Penalty: 2816.268066
	Iteration 10Q: 3 clusters Score -673069.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -673188.937500 Penalty: 2816.268066
	Iteration 11Q: 3 clusters Score -673188.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -673286.500000 Penalty: 2816.268066
	Iteration 12Q: 3 clusters Score -673286.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -673361.500000 Penalty: 2816.268066
	Iteration 13Q: 3 clusters Score -673361.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -673412.062500 Penalty: 2816.268066
	Iteration 14Q: 3 clusters Score -673412.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -673447.750000 Penalty: 2816.268066
	Iteration 15Q: 3 clusters Score -673447.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -673466.062500 Penalty: 2816.268066
	Iteration 16Q: 3 clusters Score -673466.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -673485.500000 Penalty: 2816.268066
	Iteration 17Q: 3 clusters Score -673485.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -673504.250000 Penalty: 2816.268066
	Iteration 18Q: 3 clusters Score -673504.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -673516.062500 Penalty: 2816.268066
	Iteration 19Q: 3 clusters Score -673516.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -673532.187500 Penalty: 2816.268066
	Iteration 20F: 3 clusters Score -673532.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -673549.562500 Penalty: 2816.268066
	Iteration 21Q: 3 clusters Score -673549.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -673563.625000 Penalty: 2816.268066
	Iteration 22Q: 3 clusters Score -673563.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -673578.500000 Penalty: 2816.268066
	Iteration 23Q: 3 clusters Score -673578.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -673589.875000 Penalty: 2816.268066
	Iteration 24Q: 3 clusters Score -673589.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -673601.125000 Penalty: 2816.268066
	Iteration 25Q: 3 clusters Score -673601.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -673610.250000 Penalty: 2816.268066
	Iteration 26Q: 3 clusters Score -673610.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -673618.312500 Penalty: 2816.268066
	Iteration 27Q: 3 clusters Score -673618.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -673627.875000 Penalty: 2816.268066
	Iteration 28Q: 3 clusters Score -673627.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -673632.062500 Penalty: 2816.268066
	Iteration 29Q: 3 clusters Score -673632.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -673636.375000 Penalty: 2816.268066
	Iteration 30Q: 3 clusters Score -673636.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -673639.875000 Penalty: 2816.268066
	Iteration 31Q: 3 clusters Score -673639.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -673638.875000 Penalty: 2816.268066
	Iteration 32Q: 3 clusters Score -673638.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -673641.187500 Penalty: 2816.268066
	Iteration 33Q: 3 clusters Score -673641.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -673640.250000 Penalty: 2816.268066
	Iteration 34Q: 3 clusters Score -673640.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -673641.625000 Penalty: 2816.268066
	Iteration 35Q: 3 clusters Score -673641.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -673641.312500 Penalty: 2816.268066
	Iteration 36Q: 3 clusters Score -673641.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -673641.875000 Penalty: 2816.268066
	Iteration 37Q: 3 clusters Score -673641.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -673642.937500 Penalty: 2816.268066
	Iteration 38Q: 3 clusters Score -673642.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -673643.437500 Penalty: 2816.268066
	Iteration 39Q: 3 clusters Score -673643.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -673643.937500 Penalty: 2816.268066
	Iteration 40F: 3 clusters Score -673643.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (87105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Entering Unmasked Estep 
Score: -10150487.000000 Penalty: 1848.416260
	Iteration 0F: 2 clusters Score -1.015049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -10092811.000000 Penalty: 3696.832520
	Iteration 0F: 3 clusters Score -1.009281e+07 nChanged 41615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -10116762.000000 Penalty: 3696.832520
	Iteration 1F: 3 clusters Score -1.011676e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -10117177.000000 Penalty: 3696.832520
	Iteration 2Q: 3 clusters Score -1.011718e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -10117665.000000 Penalty: 3696.832520
	Iteration 3Q: 3 clusters Score -1.011766e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -10118085.000000 Penalty: 3696.832520
	Iteration 4Q: 3 clusters Score -1.011808e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -10118600.000000 Penalty: 3696.832520
	Iteration 5Q: 3 clusters Score -1.01186e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -10119234.000000 Penalty: 3696.832520
	Iteration 6Q: 3 clusters Score -1.011923e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -10120018.000000 Penalty: 3696.832520
	Iteration 7Q: 3 clusters Score -1.012002e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -10121142.000000 Penalty: 3696.832520
	Iteration 8Q: 3 clusters Score -1.012114e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -10122998.000000 Penalty: 3696.832520
	Iteration 9Q: 3 clusters Score -1.0123e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -10125857.000000 Penalty: 3696.832520
	Iteration 10F: 3 clusters Score -1.012586e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -10130130.000000 Penalty: 3696.832520
	Iteration 11F: 3 clusters Score -1.013013e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -10134386.000000 Penalty: 3696.832520
	Iteration 12F: 3 clusters Score -1.013439e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -10137445.000000 Penalty: 3696.832520
	Iteration 13F: 3 clusters Score -1.013744e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -10139201.000000 Penalty: 3696.832520
	Iteration 14Q: 3 clusters Score -1.01392e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -10140618.000000 Penalty: 3696.832520
	Iteration 15Q: 3 clusters Score -1.014062e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63070 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -10142221.000000 Penalty: 3696.832520
	Iteration 16Q: 3 clusters Score -1.014222e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63542 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -10143728.000000 Penalty: 3696.832520
	Iteration 17Q: 3 clusters Score -1.014373e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -10145203.000000 Penalty: 3696.832520
	Iteration 18Q: 3 clusters Score -1.01452e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -10146393.000000 Penalty: 3696.832520
	Iteration 19Q: 3 clusters Score -1.014639e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -10147377.000000 Penalty: 3696.832520
	Iteration 20F: 3 clusters Score -1.014738e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -10148014.000000 Penalty: 3696.832520
	Iteration 21Q: 3 clusters Score -1.014801e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -10148354.000000 Penalty: 3696.832520
	Iteration 22Q: 3 clusters Score -1.014835e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -10148551.000000 Penalty: 3696.832520
	Iteration 23Q: 3 clusters Score -1.014855e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62788 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -10148640.000000 Penalty: 3696.832520
	Iteration 24Q: 3 clusters Score -1.014864e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -10148721.000000 Penalty: 3696.832520
	Iteration 25Q: 3 clusters Score -1.014872e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -10148765.000000 Penalty: 3696.832520
	Iteration 26Q: 3 clusters Score -1.014876e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -10148758.000000 Penalty: 3696.832520
	Iteration 27Q: 3 clusters Score -1.014876e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62471 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -10148786.000000 Penalty: 3696.832520
	Iteration 28Q: 3 clusters Score -1.014879e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -10148785.000000 Penalty: 3696.832520
	Iteration 29Q: 3 clusters Score -1.014878e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -10148799.000000 Penalty: 3696.832520
	Iteration 30Q: 3 clusters Score -1.01488e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -10148777.000000 Penalty: 3696.832520
	Iteration 31Q: 3 clusters Score -1.014878e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -10148775.000000 Penalty: 3696.832520
	Iteration 32Q: 3 clusters Score -1.014878e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -10148781.000000 Penalty: 3696.832520
	Iteration 33Q: 3 clusters Score -1.014878e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -10148759.000000 Penalty: 3696.832520
	Iteration 34Q: 3 clusters Score -1.014876e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -10148766.000000 Penalty: 3696.832520
	Iteration 35Q: 3 clusters Score -1.014877e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -10148776.000000 Penalty: 3696.832520
	Iteration 36Q: 3 clusters Score -1.014878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -10148772.000000 Penalty: 3696.832520
	Iteration 37Q: 3 clusters Score -1.014877e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -10148764.000000 Penalty: 3696.832520
	Iteration 38Q: 3 clusters Score -1.014876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -10148762.000000 Penalty: 3696.832520
	Iteration 39Q: 3 clusters Score -1.014876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -10148757.000000 Penalty: 3696.832520
	Iteration 40F: 3 clusters Score -1.014876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -10148758.000000 Penalty: 3696.832520
	Iteration 41Q: 3 clusters Score -1.014876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -10148758.000000 Penalty: 3696.832520
	Iteration 42Q: 3 clusters Score -1.014876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -10148763.000000 Penalty: 3696.832520
	Iteration 43Q: 3 clusters Score -1.014876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -10148749.000000 Penalty: 3696.832520
	Iteration 44Q: 3 clusters Score -1.014875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62068 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -10148746.000000 Penalty: 3696.832520
	Iteration 45Q: 3 clusters Score -1.014875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -10148746.000000 Penalty: 3696.832520
	Iteration 46Q: 3 clusters Score -1.014875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -10148748.000000 Penalty: 3696.832520
	Iteration 47Q: 3 clusters Score -1.014875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -10148744.000000 Penalty: 3696.832520
	Iteration 48Q: 3 clusters Score -1.014874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -10148752.000000 Penalty: 3696.832520
	Iteration 49Q: 3 clusters Score -1.014875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -10148747.000000 Penalty: 3696.832520
	Iteration 50Q: 3 clusters Score -1.014875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -10148745.000000 Penalty: 3696.832520
	Iteration 51Q: 3 clusters Score -1.014874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -10148746.000000 Penalty: 3696.832520
	Iteration 52Q: 3 clusters Score -1.014875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -10148746.000000 Penalty: 3696.832520
	Iteration 53F: 3 clusters Score -1.014875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Entering Unmasked Estep 
Score: -1256698.250000 Penalty: 1510.430542
	Iteration 0F: 2 clusters Score -1256698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1248924.750000 Penalty: 3020.861084
	Iteration 0F: 3 clusters Score -1248925 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1251433.125000 Penalty: 3020.861084
	Iteration 1F: 3 clusters Score -1251433 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1251680.250000 Penalty: 3020.861084
	Iteration 2F: 3 clusters Score -1251680 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1251896.125000 Penalty: 3020.861084
	Iteration 3F: 3 clusters Score -1251896 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1252066.875000 Penalty: 3020.861084
	Iteration 4Q: 3 clusters Score -1252067 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1252207.375000 Penalty: 3020.861084
	Iteration 5Q: 3 clusters Score -1252207 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1252326.375000 Penalty: 3020.861084
	Iteration 6Q: 3 clusters Score -1252326 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1252461.000000 Penalty: 3020.861084
	Iteration 7Q: 3 clusters Score -1252461 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1252621.250000 Penalty: 3020.861084
	Iteration 8Q: 3 clusters Score -1252621 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1252824.625000 Penalty: 3020.861084
	Iteration 9Q: 3 clusters Score -1252825 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1253060.500000 Penalty: 3020.861084
	Iteration 10Q: 3 clusters Score -1253060 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1253375.250000 Penalty: 3020.861084
	Iteration 11Q: 3 clusters Score -1253375 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1253725.625000 Penalty: 3020.861084
	Iteration 12Q: 3 clusters Score -1253726 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1254128.125000 Penalty: 3020.861084
	Iteration 13Q: 3 clusters Score -1254128 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1254514.000000 Penalty: 3020.861084
	Iteration 14Q: 3 clusters Score -1254514 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1254813.875000 Penalty: 3020.861084
	Iteration 15Q: 3 clusters Score -1254814 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1255027.750000 Penalty: 3020.861084
	Iteration 16Q: 3 clusters Score -1255028 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1255145.625000 Penalty: 3020.861084
	Iteration 17Q: 3 clusters Score -1255146 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1255232.500000 Penalty: 3020.861084
	Iteration 18Q: 3 clusters Score -1255232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1255295.000000 Penalty: 3020.861084
	Iteration 19Q: 3 clusters Score -1255295 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1255340.250000 Penalty: 3020.861084
	Iteration 20F: 3 clusters Score -1255340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1255378.375000 Penalty: 3020.861084
	Iteration 21Q: 3 clusters Score -1255378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1255397.750000 Penalty: 3020.861084
	Iteration 22Q: 3 clusters Score -1255398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1255412.000000 Penalty: 3020.861084
	Iteration 23Q: 3 clusters Score -1255412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1255426.000000 Penalty: 3020.861084
	Iteration 24Q: 3 clusters Score -1255426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1255444.125000 Penalty: 3020.861084
	Iteration 25Q: 3 clusters Score -1255444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1255457.750000 Penalty: 3020.861084
	Iteration 26Q: 3 clusters Score -1255458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1255470.125000 Penalty: 3020.861084
	Iteration 27Q: 3 clusters Score -1255470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1255481.875000 Penalty: 3020.861084
	Iteration 28Q: 3 clusters Score -1255482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1255485.750000 Penalty: 3020.861084
	Iteration 29Q: 3 clusters Score -1255486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1255487.750000 Penalty: 3020.861084
	Iteration 30Q: 3 clusters Score -1255488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1255492.375000 Penalty: 3020.861084
	Iteration 31Q: 3 clusters Score -1255492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1255492.375000 Penalty: 3020.861084
	Iteration 32F: 3 clusters Score -1255492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (58048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Entering Unmasked Estep 
Score: -6749615.500000 Penalty: 1782.466675
	Iteration 0F: 2 clusters Score -6749616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -6710949.000000 Penalty: 3564.933350
	Iteration 0F: 3 clusters Score -6710949 nChanged 27312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -6726073.000000 Penalty: 3564.933350
	Iteration 1F: 3 clusters Score -6726073 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -6726443.000000 Penalty: 3564.933350
	Iteration 2Q: 3 clusters Score -6726443 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -6726850.500000 Penalty: 3564.933350
	Iteration 3Q: 3 clusters Score -6726850 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -6727236.000000 Penalty: 3564.933350
	Iteration 4Q: 3 clusters Score -6727236 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -6727936.500000 Penalty: 3564.933350
	Iteration 5Q: 3 clusters Score -6727936 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -6728935.500000 Penalty: 3564.933350
	Iteration 6Q: 3 clusters Score -6728936 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -6730835.500000 Penalty: 3564.933350
	Iteration 7F: 3 clusters Score -6730836 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -6734059.000000 Penalty: 3564.933350
	Iteration 8F: 3 clusters Score -6734059 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -6738774.500000 Penalty: 3564.933350
	Iteration 9F: 3 clusters Score -6738774 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -6743679.500000 Penalty: 3564.933350
	Iteration 10F: 3 clusters Score -6743680 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6746443.000000 Penalty: 3564.933350
	Iteration 11Q: 3 clusters Score -6746443 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6747524.500000 Penalty: 3564.933350
	Iteration 12Q: 3 clusters Score -6747524 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6747853.500000 Penalty: 3564.933350
	Iteration 13Q: 3 clusters Score -6747854 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6747961.500000 Penalty: 3564.933350
	Iteration 14Q: 3 clusters Score -6747962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6747997.500000 Penalty: 3564.933350
	Iteration 15Q: 3 clusters Score -6747998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6748020.500000 Penalty: 3564.933350
	Iteration 16Q: 3 clusters Score -6748020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6748026.500000 Penalty: 3564.933350
	Iteration 17Q: 3 clusters Score -6748026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6748034.000000 Penalty: 3564.933350
	Iteration 18Q: 3 clusters Score -6748034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6748043.500000 Penalty: 3564.933350
	Iteration 19Q: 3 clusters Score -6748044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6748045.500000 Penalty: 3564.933350
	Iteration 20F: 3 clusters Score -6748046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6748050.500000 Penalty: 3564.933350
	Iteration 21Q: 3 clusters Score -6748050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6748052.500000 Penalty: 3564.933350
	Iteration 22Q: 3 clusters Score -6748052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6748052.500000 Penalty: 3564.933350
	Iteration 23F: 3 clusters Score -6748052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Entering Unmasked Estep 
Score: -2960804.250000 Penalty: 1647.689331
	Iteration 0F: 2 clusters Score -2960804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2943671.500000 Penalty: 3295.378662
	Iteration 0F: 3 clusters Score -2943672 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2949906.500000 Penalty: 3295.378662
	Iteration 1F: 3 clusters Score -2949906 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2950224.500000 Penalty: 3295.378662
	Iteration 2Q: 3 clusters Score -2950224 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2950506.500000 Penalty: 3295.378662
	Iteration 3Q: 3 clusters Score -2950506 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2950790.000000 Penalty: 3295.378662
	Iteration 4Q: 3 clusters Score -2950790 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2951095.750000 Penalty: 3295.378662
	Iteration 5Q: 3 clusters Score -2951096 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2951456.000000 Penalty: 3295.378662
	Iteration 6Q: 3 clusters Score -2951456 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2951902.750000 Penalty: 3295.378662
	Iteration 7Q: 3 clusters Score -2951903 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2952541.000000 Penalty: 3295.378662
	Iteration 8Q: 3 clusters Score -2952541 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2953474.750000 Penalty: 3295.378662
	Iteration 9F: 3 clusters Score -2953475 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2954851.250000 Penalty: 3295.378662
	Iteration 10F: 3 clusters Score -2954851 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2956388.000000 Penalty: 3295.378662
	Iteration 11F: 3 clusters Score -2956388 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -2957665.000000 Penalty: 3295.378662
	Iteration 12F: 3 clusters Score -2957665 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -2958486.000000 Penalty: 3295.378662
	Iteration 13Q: 3 clusters Score -2958486 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -2958945.750000 Penalty: 3295.378662
	Iteration 14Q: 3 clusters Score -2958946 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -2959154.500000 Penalty: 3295.378662
	Iteration 15Q: 3 clusters Score -2959154 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -2959245.250000 Penalty: 3295.378662
	Iteration 16Q: 3 clusters Score -2959245 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -2959307.750000 Penalty: 3295.378662
	Iteration 17Q: 3 clusters Score -2959308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -2959333.000000 Penalty: 3295.378662
	Iteration 18Q: 3 clusters Score -2959333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -2959351.000000 Penalty: 3295.378662
	Iteration 19Q: 3 clusters Score -2959351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -2959362.250000 Penalty: 3295.378662
	Iteration 20F: 3 clusters Score -2959362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2959367.250000 Penalty: 3295.378662
	Iteration 21Q: 3 clusters Score -2959367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -2959368.250000 Penalty: 3295.378662
	Iteration 22Q: 3 clusters Score -2959368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -2959368.250000 Penalty: 3295.378662
	Iteration 23F: 3 clusters Score -2959368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (108260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108260 members 
Entering Unmasked Estep 
Score: -12605919.000000 Penalty: 1883.747314
	Iteration 0F: 2 clusters Score -1.260592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -12536713.000000 Penalty: 3767.494629
	Iteration 0F: 3 clusters Score -1.253671e+07 nChanged 51951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -12567716.000000 Penalty: 3767.494629
	Iteration 1F: 3 clusters Score -1.256772e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -12569667.000000 Penalty: 3767.494629
	Iteration 2Q: 3 clusters Score -1.256967e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72605 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -12573436.000000 Penalty: 3767.494629
	Iteration 3F: 3 clusters Score -1.257344e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81399 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -12579724.000000 Penalty: 3767.494629
	Iteration 4F: 3 clusters Score -1.257972e+07 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -12588292.000000 Penalty: 3767.494629
	Iteration 5F: 3 clusters Score -1.258829e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100398 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -12596306.000000 Penalty: 3767.494629
	Iteration 6F: 3 clusters Score -1.259631e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105484 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -12601342.000000 Penalty: 3767.494629
	Iteration 7Q: 3 clusters Score -1.260134e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107460 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12603340.000000 Penalty: 3767.494629
	Iteration 8Q: 3 clusters Score -1.260334e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -12603888.000000 Penalty: 3767.494629
	Iteration 9Q: 3 clusters Score -1.260389e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108069 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12604047.000000 Penalty: 3767.494629
	Iteration 10Q: 3 clusters Score -1.260405e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108105 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12604120.000000 Penalty: 3767.494629
	Iteration 11Q: 3 clusters Score -1.260412e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108122 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12604172.000000 Penalty: 3767.494629
	Iteration 12Q: 3 clusters Score -1.260417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12604196.000000 Penalty: 3767.494629
	Iteration 13Q: 3 clusters Score -1.26042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12604199.000000 Penalty: 3767.494629
	Iteration 14Q: 3 clusters Score -1.26042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108129 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12604204.000000 Penalty: 3767.494629
	Iteration 15Q: 3 clusters Score -1.26042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108130 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12604209.000000 Penalty: 3767.494629
	Iteration 16Q: 3 clusters Score -1.260421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108129 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12604215.000000 Penalty: 3767.494629
	Iteration 17Q: 3 clusters Score -1.260422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12604212.000000 Penalty: 3767.494629
	Iteration 18Q: 3 clusters Score -1.260421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108133 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12604233.000000 Penalty: 3767.494629
	Iteration 19Q: 3 clusters Score -1.260423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12604232.000000 Penalty: 3767.494629
	Iteration 20F: 3 clusters Score -1.260423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4655 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9849 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148618 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15194 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 91205 members 
Mstep: Class 13 contains 14528 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147518 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 50221 members 
Mstep: Class 20 contains 5799 members 
Mstep: Class 21 contains 87105 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 58048 members 
Mstep: Class 24 contains 25327 members 
Mstep: Class 25 contains 108260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104664.000000 Penalty: 55745.789062
Iteration 439Q: 26 clusters Score -1.021047e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4649 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148617 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 15182 members 
Mstep: Class 11 contains 3718 members 
Mstep: Class 12 contains 91213 members 
Mstep: Class 13 contains 14498 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147520 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 50593 members 
Mstep: Class 20 contains 5783 members 
Mstep: Class 21 contains 86955 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 57878 members 
Mstep: Class 24 contains 25162 members 
Mstep: Class 25 contains 108426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104656.000000 Penalty: 55745.789062
Iteration 440F: 26 clusters Score -1.021047e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4645 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148613 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15187 members 
Mstep: Class 11 contains 3720 members 
Mstep: Class 12 contains 91225 members 
Mstep: Class 13 contains 14470 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147520 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 50945 members 
Mstep: Class 20 contains 5767 members 
Mstep: Class 21 contains 86788 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 57683 members 
Mstep: Class 24 contains 25022 members 
Mstep: Class 25 contains 108609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104528.000000 Penalty: 55745.789062
Iteration 441Q: 26 clusters Score -1.021045e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4638 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148614 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15186 members 
Mstep: Class 11 contains 3722 members 
Mstep: Class 12 contains 91230 members 
Mstep: Class 13 contains 14454 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147519 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 51297 members 
Mstep: Class 20 contains 5757 members 
Mstep: Class 21 contains 86621 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 57501 members 
Mstep: Class 24 contains 24868 members 
Mstep: Class 25 contains 108787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104552.000000 Penalty: 55745.789062
Iteration 442Q: 26 clusters Score -1.021046e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4630 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148614 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15185 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 91233 members 
Mstep: Class 13 contains 14440 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147520 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 51673 members 
Mstep: Class 20 contains 5754 members 
Mstep: Class 21 contains 86457 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 57326 members 
Mstep: Class 24 contains 24689 members 
Mstep: Class 25 contains 108953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104784.000000 Penalty: 55745.789062
Iteration 443Q: 26 clusters Score -1.021048e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148614 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15178 members 
Mstep: Class 11 contains 3720 members 
Mstep: Class 12 contains 91241 members 
Mstep: Class 13 contains 14429 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147519 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 52067 members 
Mstep: Class 20 contains 5747 members 
Mstep: Class 21 contains 86278 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 57159 members 
Mstep: Class 24 contains 24533 members 
Mstep: Class 25 contains 109092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104864.000000 Penalty: 55745.789062
Iteration 444Q: 26 clusters Score -1.021049e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4608 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148612 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15177 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 12 contains 91243 members 
Mstep: Class 13 contains 14410 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147522 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 52490 members 
Mstep: Class 20 contains 5736 members 
Mstep: Class 21 contains 86143 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 56990 members 
Mstep: Class 24 contains 24371 members 
Mstep: Class 25 contains 109176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104720.000000 Penalty: 55745.789062
Iteration 445Q: 26 clusters Score -1.021047e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148607 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15169 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 12 contains 91243 members 
Mstep: Class 13 contains 14387 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147525 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 52910 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 85995 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 56822 members 
Mstep: Class 24 contains 24232 members 
Mstep: Class 25 contains 109267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104640.000000 Penalty: 55745.789062
Iteration 446Q: 26 clusters Score -1.021046e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148605 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15159 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 91241 members 
Mstep: Class 13 contains 14369 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147528 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 53319 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 85827 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 56665 members 
Mstep: Class 24 contains 24116 members 
Mstep: Class 25 contains 109350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104528.000000 Penalty: 55745.789062
Iteration 447Q: 26 clusters Score -1.021045e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148606 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15154 members 
Mstep: Class 11 contains 3712 members 
Mstep: Class 12 contains 91246 members 
Mstep: Class 13 contains 14348 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147527 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 53732 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 85637 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 56517 members 
Mstep: Class 24 contains 23994 members 
Mstep: Class 25 contains 109437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104328.000000 Penalty: 55745.789062
Iteration 448Q: 26 clusters Score -1.021043e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148604 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15145 members 
Mstep: Class 11 contains 3711 members 
Mstep: Class 12 contains 91256 members 
Mstep: Class 13 contains 14326 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147529 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 54144 members 
Mstep: Class 20 contains 5700 members 
Mstep: Class 21 contains 85428 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 56377 members 
Mstep: Class 24 contains 23901 members 
Mstep: Class 25 contains 109503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104248.000000 Penalty: 55745.789062
Iteration 449Q: 26 clusters Score -1.021042e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148605 members 
Mstep: Class 8 contains 38877 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15148 members 
Mstep: Class 11 contains 3712 members 
Mstep: Class 12 contains 91269 members 
Mstep: Class 13 contains 14306 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147529 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 54570 members 
Mstep: Class 20 contains 5689 members 
Mstep: Class 21 contains 85227 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 56260 members 
Mstep: Class 24 contains 23809 members 
Mstep: Class 25 contains 109508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104568.000000 Penalty: 55745.789062
Iteration 450Q: 26 clusters Score -1.021046e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9846 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148605 members 
Mstep: Class 8 contains 38878 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15156 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 91272 members 
Mstep: Class 13 contains 14279 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147529 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 55003 members 
Mstep: Class 20 contains 5680 members 
Mstep: Class 21 contains 85030 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 56148 members 
Mstep: Class 24 contains 23743 members 
Mstep: Class 25 contains 109479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104648.000000 Penalty: 55745.789062
Iteration 451Q: 26 clusters Score -1.021046e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9845 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148603 members 
Mstep: Class 8 contains 38878 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15160 members 
Mstep: Class 11 contains 3719 members 
Mstep: Class 12 contains 91283 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147527 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 55412 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 84814 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 56018 members 
Mstep: Class 24 contains 23696 members 
Mstep: Class 25 contains 109488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104640.000000 Penalty: 55745.789062
Iteration 452Q: 26 clusters Score -1.021046e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4550 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9844 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148600 members 
Mstep: Class 8 contains 38878 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15159 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 91296 members 
Mstep: Class 13 contains 14240 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147527 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 55829 members 
Mstep: Class 20 contains 5659 members 
Mstep: Class 21 contains 84613 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 55888 members 
Mstep: Class 24 contains 23663 members 
Mstep: Class 25 contains 109453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104704.000000 Penalty: 55745.789062
Iteration 453Q: 26 clusters Score -1.021047e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4546 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9843 members 
Mstep: Class 6 contains 47000 members 
Mstep: Class 7 contains 148600 members 
Mstep: Class 8 contains 38878 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15158 members 
Mstep: Class 11 contains 3722 members 
Mstep: Class 12 contains 91298 members 
Mstep: Class 13 contains 14233 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147527 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 56263 members 
Mstep: Class 20 contains 5658 members 
Mstep: Class 21 contains 84483 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 55778 members 
Mstep: Class 24 contains 23601 members 
Mstep: Class 25 contains 109331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104832.000000 Penalty: 55745.789062
Iteration 454Q: 26 clusters Score -1.021048e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4542 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9842 members 
Mstep: Class 6 contains 47000 members 
Mstep: Class 7 contains 148602 members 
Mstep: Class 8 contains 38878 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15163 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 91296 members 
Mstep: Class 13 contains 14225 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147527 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 56724 members 
Mstep: Class 20 contains 5653 members 
Mstep: Class 21 contains 84360 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 55654 members 
Mstep: Class 24 contains 23552 members 
Mstep: Class 25 contains 109180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104904.000000 Penalty: 55745.789062
Iteration 455Q: 26 clusters Score -1.021049e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4538 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 47000 members 
Mstep: Class 7 contains 148603 members 
Mstep: Class 8 contains 38878 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15165 members 
Mstep: Class 11 contains 3722 members 
Mstep: Class 12 contains 91303 members 
Mstep: Class 13 contains 14223 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147530 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 57205 members 
Mstep: Class 20 contains 5644 members 
Mstep: Class 21 contains 84206 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 55521 members 
Mstep: Class 24 contains 23511 members 
Mstep: Class 25 contains 109030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104928.000000 Penalty: 55745.789062
Iteration 456Q: 26 clusters Score -1.021049e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4533 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148601 members 
Mstep: Class 8 contains 38878 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 15165 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 91311 members 
Mstep: Class 13 contains 14217 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147535 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 57723 members 
Mstep: Class 20 contains 5640 members 
Mstep: Class 21 contains 84047 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 55380 members 
Mstep: Class 24 contains 23483 members 
Mstep: Class 25 contains 108846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105000.000000 Penalty: 55745.789062
Iteration 457Q: 26 clusters Score -1.02105e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4527 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148601 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15163 members 
Mstep: Class 11 contains 3719 members 
Mstep: Class 12 contains 91306 members 
Mstep: Class 13 contains 14217 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147536 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 58257 members 
Mstep: Class 20 contains 5636 members 
Mstep: Class 21 contains 83856 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 55235 members 
Mstep: Class 24 contains 23463 members 
Mstep: Class 25 contains 108686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105184.000000 Penalty: 55745.789062
Iteration 458Q: 26 clusters Score -1.021052e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4525 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 46999 members 
Mstep: Class 7 contains 148603 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15152 members 
Mstep: Class 11 contains 3718 members 
Mstep: Class 12 contains 91303 members 
Mstep: Class 13 contains 14213 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147538 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 58782 members 
Mstep: Class 20 contains 5633 members 
Mstep: Class 21 contains 83658 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 55086 members 
Mstep: Class 24 contains 23450 members 
Mstep: Class 25 contains 108541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105120.000000 Penalty: 55745.789062
Iteration 459Q: 26 clusters Score -1.021051e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4524 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148605 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15145 members 
Mstep: Class 11 contains 3718 members 
Mstep: Class 12 contains 91305 members 
Mstep: Class 13 contains 14209 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147536 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 59257 members 
Mstep: Class 20 contains 5631 members 
Mstep: Class 21 contains 83501 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 54954 members 
Mstep: Class 24 contains 23439 members 
Mstep: Class 25 contains 108379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104976.000000 Penalty: 55745.789062
Iteration 460F: 26 clusters Score -1.02105e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4527 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148600 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15141 members 
Mstep: Class 11 contains 3719 members 
Mstep: Class 12 contains 91308 members 
Mstep: Class 13 contains 14185 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147540 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 59715 members 
Mstep: Class 20 contains 5625 members 
Mstep: Class 21 contains 83331 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 54847 members 
Mstep: Class 24 contains 23442 members 
Mstep: Class 25 contains 108223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104864.000000 Penalty: 55745.789062
Iteration 461Q: 26 clusters Score -1.021049e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4526 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148599 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15131 members 
Mstep: Class 11 contains 3718 members 
Mstep: Class 12 contains 91304 members 
Mstep: Class 13 contains 14171 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147540 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 60152 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 83179 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 54738 members 
Mstep: Class 24 contains 23444 members 
Mstep: Class 25 contains 108076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104768.000000 Penalty: 55745.789062
Iteration 462Q: 26 clusters Score -1.021048e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4522 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9839 members 
Mstep: Class 6 contains 46998 members 
Mstep: Class 7 contains 148597 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15124 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 91294 members 
Mstep: Class 13 contains 14142 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147540 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 60594 members 
Mstep: Class 20 contains 5625 members 
Mstep: Class 21 contains 83069 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 54630 members 
Mstep: Class 24 contains 23454 members 
Mstep: Class 25 contains 107899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104984.000000 Penalty: 55745.789062
Iteration 463Q: 26 clusters Score -1.02105e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4515 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9839 members 
Mstep: Class 6 contains 46997 members 
Mstep: Class 7 contains 148599 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15127 members 
Mstep: Class 11 contains 3710 members 
Mstep: Class 12 contains 91290 members 
Mstep: Class 13 contains 14123 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147540 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 61045 members 
Mstep: Class 20 contains 5621 members 
Mstep: Class 21 contains 82929 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 54533 members 
Mstep: Class 24 contains 23464 members 
Mstep: Class 25 contains 107708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104992.000000 Penalty: 55745.789062
Iteration 464Q: 26 clusters Score -1.02105e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4515 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46997 members 
Mstep: Class 7 contains 148601 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15131 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 91288 members 
Mstep: Class 13 contains 14099 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147541 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 61503 members 
Mstep: Class 20 contains 5616 members 
Mstep: Class 21 contains 82843 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 54448 members 
Mstep: Class 24 contains 23476 members 
Mstep: Class 25 contains 107436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105312.000000 Penalty: 55745.789062
Iteration 465Q: 26 clusters Score -1.021053e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4516 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46997 members 
Mstep: Class 7 contains 148602 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15124 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 91291 members 
Mstep: Class 13 contains 14079 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147541 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 61977 members 
Mstep: Class 20 contains 5613 members 
Mstep: Class 21 contains 82763 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 54345 members 
Mstep: Class 24 contains 23483 members 
Mstep: Class 25 contains 107167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105392.000000 Penalty: 55745.789062
Iteration 466Q: 26 clusters Score -1.021054e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4513 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46997 members 
Mstep: Class 7 contains 148601 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15111 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 12 contains 91293 members 
Mstep: Class 13 contains 14061 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147542 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 62454 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 82676 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 54263 members 
Mstep: Class 24 contains 23493 members 
Mstep: Class 25 contains 106880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105128.000000 Penalty: 55745.789062
Iteration 467Q: 26 clusters Score -1.021051e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4509 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46997 members 
Mstep: Class 7 contains 148601 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15107 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 91302 members 
Mstep: Class 13 contains 14040 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147542 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 62980 members 
Mstep: Class 20 contains 5606 members 
Mstep: Class 21 contains 82592 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 54185 members 
Mstep: Class 24 contains 23498 members 
Mstep: Class 25 contains 106534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105208.000000 Penalty: 55745.789062
Iteration 468Q: 26 clusters Score -1.021052e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4511 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148600 members 
Mstep: Class 8 contains 38880 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15102 members 
Mstep: Class 11 contains 3710 members 
Mstep: Class 12 contains 91306 members 
Mstep: Class 13 contains 14014 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147544 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 63483 members 
Mstep: Class 20 contains 5593 members 
Mstep: Class 21 contains 82467 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 54101 members 
Mstep: Class 24 contains 23522 members 
Mstep: Class 25 contains 106252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105480.000000 Penalty: 55745.789062
Iteration 469Q: 26 clusters Score -1.021055e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4510 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46996 members 
Mstep: Class 7 contains 148599 members 
Mstep: Class 8 contains 38880 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15099 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 91307 members 
Mstep: Class 13 contains 13995 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147543 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 64028 members 
Mstep: Class 20 contains 5585 members 
Mstep: Class 21 contains 82331 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 54006 members 
Mstep: Class 24 contains 23551 members 
Mstep: Class 25 contains 105938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105472.000000 Penalty: 55745.789062
Iteration 470Q: 26 clusters Score -1.021055e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4507 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148595 members 
Mstep: Class 8 contains 38880 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15095 members 
Mstep: Class 11 contains 3718 members 
Mstep: Class 12 contains 91315 members 
Mstep: Class 13 contains 13977 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147546 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 64551 members 
Mstep: Class 20 contains 5579 members 
Mstep: Class 21 contains 82186 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 53928 members 
Mstep: Class 24 contains 23580 members 
Mstep: Class 25 contains 105629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105408.000000 Penalty: 55745.789062
Iteration 471Q: 26 clusters Score -1.021054e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148597 members 
Mstep: Class 8 contains 38880 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15097 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 12 contains 91316 members 
Mstep: Class 13 contains 13970 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147546 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 65087 members 
Mstep: Class 20 contains 5569 members 
Mstep: Class 21 contains 82046 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 53827 members 
Mstep: Class 24 contains 23610 members 
Mstep: Class 25 contains 105321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105360.000000 Penalty: 55745.789062
Iteration 472Q: 26 clusters Score -1.021054e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4505 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46997 members 
Mstep: Class 7 contains 148595 members 
Mstep: Class 8 contains 38880 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15096 members 
Mstep: Class 11 contains 3718 members 
Mstep: Class 12 contains 91316 members 
Mstep: Class 13 contains 13954 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147547 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 65604 members 
Mstep: Class 20 contains 5576 members 
Mstep: Class 21 contains 81886 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 53751 members 
Mstep: Class 24 contains 23643 members 
Mstep: Class 25 contains 105014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105568.000000 Penalty: 55745.789062
Iteration 473Q: 26 clusters Score -1.021056e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4510 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46997 members 
Mstep: Class 7 contains 148594 members 
Mstep: Class 8 contains 38880 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15087 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 91315 members 
Mstep: Class 13 contains 13936 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147548 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 66119 members 
Mstep: Class 20 contains 5581 members 
Mstep: Class 21 contains 81730 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 53656 members 
Mstep: Class 24 contains 23673 members 
Mstep: Class 25 contains 104736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105632.000000 Penalty: 55745.789062
Iteration 474Q: 26 clusters Score -1.021056e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4515 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46997 members 
Mstep: Class 7 contains 148593 members 
Mstep: Class 8 contains 38880 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15080 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 91324 members 
Mstep: Class 13 contains 13916 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15657 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147549 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 66686 members 
Mstep: Class 20 contains 5587 members 
Mstep: Class 21 contains 81583 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 53526 members 
Mstep: Class 24 contains 23694 members 
Mstep: Class 25 contains 104432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105728.000000 Penalty: 55745.789062
Iteration 475Q: 26 clusters Score -1.021057e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4517 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46995 members 
Mstep: Class 7 contains 148593 members 
Mstep: Class 8 contains 38880 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 91342 members 
Mstep: Class 13 contains 13887 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147549 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 67229 members 
Mstep: Class 20 contains 5587 members 
Mstep: Class 21 contains 81445 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 53378 members 
Mstep: Class 24 contains 23734 members 
Mstep: Class 25 contains 104150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105784.000000 Penalty: 55745.789062
Iteration 476Q: 26 clusters Score -1.021058e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4519 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46993 members 
Mstep: Class 7 contains 148594 members 
Mstep: Class 8 contains 38880 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15077 members 
Mstep: Class 11 contains 3722 members 
Mstep: Class 12 contains 91353 members 
Mstep: Class 13 contains 13850 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147547 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 67757 members 
Mstep: Class 20 contains 5583 members 
Mstep: Class 21 contains 81319 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 53238 members 
Mstep: Class 24 contains 23777 members 
Mstep: Class 25 contains 103873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105760.000000 Penalty: 55745.789062
Iteration 477Q: 26 clusters Score -1.021058e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4521 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46993 members 
Mstep: Class 7 contains 148593 members 
Mstep: Class 8 contains 38880 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15072 members 
Mstep: Class 11 contains 3722 members 
Mstep: Class 12 contains 91366 members 
Mstep: Class 13 contains 13822 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147547 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 68251 members 
Mstep: Class 20 contains 5577 members 
Mstep: Class 21 contains 81221 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 53075 members 
Mstep: Class 24 contains 23813 members 
Mstep: Class 25 contains 103629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106016.000000 Penalty: 55745.789062
Iteration 478Q: 26 clusters Score -1.02106e+08 nChanged 839
Entering ConstructFrom: 
Score: -102106016.000000 Penalty: 55745.789062
Entering ConstructFrom: 
Trying to split cluster 1 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -261423.296875 Penalty: 1270.167725
	Iteration 0F: 2 clusters Score -261423.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -259082.015625 Penalty: 2540.335449
	Iteration 0F: 3 clusters Score -259082 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -259707.203125 Penalty: 2540.335449
	Iteration 1F: 3 clusters Score -259707.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -259963.484375 Penalty: 2540.335449
	Iteration 2F: 3 clusters Score -259963.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -260158.859375 Penalty: 2540.335449
	Iteration 3F: 3 clusters Score -260158.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -260317.531250 Penalty: 2540.335449
	Iteration 4F: 3 clusters Score -260317.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -260459.984375 Penalty: 2540.335449
	Iteration 5F: 3 clusters Score -260460 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -260619.437500 Penalty: 2540.335449
	Iteration 6F: 3 clusters Score -260619.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -260756.109375 Penalty: 2540.335449
	Iteration 7Q: 3 clusters Score -260756.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -260917.859375 Penalty: 2540.335449
	Iteration 8Q: 3 clusters Score -260917.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -261027.250000 Penalty: 2540.335449
	Iteration 9Q: 3 clusters Score -261027.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -261101.656250 Penalty: 2540.335449
	Iteration 10Q: 3 clusters Score -261101.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -261134.890625 Penalty: 2540.335449
	Iteration 11Q: 3 clusters Score -261134.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -261151.375000 Penalty: 2540.335449
	Iteration 12Q: 3 clusters Score -261151.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -261159.500000 Penalty: 2540.335449
	Iteration 13Q: 3 clusters Score -261159.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -261168.343750 Penalty: 2540.335449
	Iteration 14Q: 3 clusters Score -261168.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -261175.734375 Penalty: 2540.335449
	Iteration 15Q: 3 clusters Score -261175.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -261179.390625 Penalty: 2540.335449
	Iteration 16Q: 3 clusters Score -261179.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -261180.671875 Penalty: 2540.335449
	Iteration 17Q: 3 clusters Score -261180.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -261181.781250 Penalty: 2540.335449
	Iteration 18Q: 3 clusters Score -261181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -261187.734375 Penalty: 2540.335449
	Iteration 19F: 3 clusters Score -261187.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -261197.281250 Penalty: 2540.335449
	Iteration 20F: 3 clusters Score -261197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -261197.968750 Penalty: 2540.335449
	Iteration 21Q: 3 clusters Score -261198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -261197.968750 Penalty: 2540.335449
	Iteration 22F: 3 clusters Score -261198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -455043.625000 Penalty: 1355.517944
	Iteration 0F: 2 clusters Score -455043.6 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 2072 members 
Entering Unmasked Estep 
Score: -451565.593750 Penalty: 2711.035889
	Iteration 0F: 3 clusters Score -451565.6 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -452533.750000 Penalty: 2711.035889
	Iteration 1F: 3 clusters Score -452533.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -452868.562500 Penalty: 2711.035889
	Iteration 2F: 3 clusters Score -452868.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -453318.187500 Penalty: 2711.035889
	Iteration 3F: 3 clusters Score -453318.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -453863.468750 Penalty: 2711.035889
	Iteration 4F: 3 clusters Score -453863.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -454308.968750 Penalty: 2711.035889
	Iteration 5F: 3 clusters Score -454309 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -454557.500000 Penalty: 2711.035889
	Iteration 6F: 3 clusters Score -454557.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -454675.875000 Penalty: 2711.035889
	Iteration 7Q: 3 clusters Score -454675.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -454776.468750 Penalty: 2711.035889
	Iteration 8Q: 3 clusters Score -454776.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -454849.406250 Penalty: 2711.035889
	Iteration 9Q: 3 clusters Score -454849.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -454894.468750 Penalty: 2711.035889
	Iteration 10Q: 3 clusters Score -454894.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -454921.468750 Penalty: 2711.035889
	Iteration 11Q: 3 clusters Score -454921.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -454939.093750 Penalty: 2711.035889
	Iteration 12Q: 3 clusters Score -454939.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -454954.500000 Penalty: 2711.035889
	Iteration 13Q: 3 clusters Score -454954.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -454966.656250 Penalty: 2711.035889
	Iteration 14Q: 3 clusters Score -454966.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -454978.468750 Penalty: 2711.035889
	Iteration 15Q: 3 clusters Score -454978.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -454991.187500 Penalty: 2711.035889
	Iteration 16Q: 3 clusters Score -454991.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -454997.781250 Penalty: 2711.035889
	Iteration 17Q: 3 clusters Score -454997.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -455001.281250 Penalty: 2711.035889
	Iteration 18Q: 3 clusters Score -455001.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -455003.281250 Penalty: 2711.035889
	Iteration 19Q: 3 clusters Score -455003.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -455006.531250 Penalty: 2711.035889
	Iteration 20F: 3 clusters Score -455006.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -455007.468750 Penalty: 2711.035889
	Iteration 21Q: 3 clusters Score -455007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -455008.656250 Penalty: 2711.035889
	Iteration 22Q: 3 clusters Score -455008.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -455009.281250 Penalty: 2711.035889
	Iteration 23Q: 3 clusters Score -455009.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -455009.593750 Penalty: 2711.035889
	Iteration 24Q: 3 clusters Score -455009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -455010.625000 Penalty: 2711.035889
	Iteration 25Q: 3 clusters Score -455010.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -455011.718750 Penalty: 2711.035889
	Iteration 26Q: 3 clusters Score -455011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -455012.343750 Penalty: 2711.035889
	Iteration 27Q: 3 clusters Score -455012.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -455013.718750 Penalty: 2711.035889
	Iteration 28Q: 3 clusters Score -455013.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -455014.187500 Penalty: 2711.035889
	Iteration 29Q: 3 clusters Score -455014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -455014.625000 Penalty: 2711.035889
	Iteration 30Q: 3 clusters Score -455014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -455014.250000 Penalty: 2711.035889
	Iteration 31Q: 3 clusters Score -455014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -455014.250000 Penalty: 2711.035889
	Iteration 32F: 3 clusters Score -455014.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Entering Unmasked Estep 
Score: -521457.468750 Penalty: 1367.823120
	Iteration 0F: 2 clusters Score -521457.5 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 2262 members 
Entering Unmasked Estep 
Score: -517770.781250 Penalty: 2735.646240
	Iteration 0F: 3 clusters Score -517770.8 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -518739.500000 Penalty: 2735.646240
	Iteration 1F: 3 clusters Score -518739.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -518895.812500 Penalty: 2735.646240
	Iteration 2F: 3 clusters Score -518895.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -519028.343750 Penalty: 2735.646240
	Iteration 3F: 3 clusters Score -519028.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -519148.187500 Penalty: 2735.646240
	Iteration 4Q: 3 clusters Score -519148.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -519286.687500 Penalty: 2735.646240
	Iteration 5Q: 3 clusters Score -519286.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -519466.312500 Penalty: 2735.646240
	Iteration 6F: 3 clusters Score -519466.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -519676.906250 Penalty: 2735.646240
	Iteration 7F: 3 clusters Score -519676.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -519904.187500 Penalty: 2735.646240
	Iteration 8F: 3 clusters Score -519904.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -520119.093750 Penalty: 2735.646240
	Iteration 9F: 3 clusters Score -520119.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -520313.562500 Penalty: 2735.646240
	Iteration 10Q: 3 clusters Score -520313.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -520458.343750 Penalty: 2735.646240
	Iteration 11Q: 3 clusters Score -520458.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -520539.656250 Penalty: 2735.646240
	Iteration 12Q: 3 clusters Score -520539.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -520580.906250 Penalty: 2735.646240
	Iteration 13Q: 3 clusters Score -520580.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -520602.968750 Penalty: 2735.646240
	Iteration 14Q: 3 clusters Score -520603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -520626.937500 Penalty: 2735.646240
	Iteration 15Q: 3 clusters Score -520626.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -520647.562500 Penalty: 2735.646240
	Iteration 16Q: 3 clusters Score -520647.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -520662.406250 Penalty: 2735.646240
	Iteration 17Q: 3 clusters Score -520662.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -520676.781250 Penalty: 2735.646240
	Iteration 18Q: 3 clusters Score -520676.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -520682.812500 Penalty: 2735.646240
	Iteration 19Q: 3 clusters Score -520682.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -520685.125000 Penalty: 2735.646240
	Iteration 20F: 3 clusters Score -520685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -520686.156250 Penalty: 2735.646240
	Iteration 21Q: 3 clusters Score -520686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -520686.718750 Penalty: 2735.646240
	Iteration 22Q: 3 clusters Score -520686.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -520687.312500 Penalty: 2735.646240
	Iteration 23Q: 3 clusters Score -520687.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -520688.312500 Penalty: 2735.646240
	Iteration 24Q: 3 clusters Score -520688.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -520689.687500 Penalty: 2735.646240
	Iteration 25Q: 3 clusters Score -520689.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -520690.656250 Penalty: 2735.646240
	Iteration 26Q: 3 clusters Score -520690.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -520691.718750 Penalty: 2735.646240
	Iteration 27Q: 3 clusters Score -520691.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -520691.718750 Penalty: 2735.646240
	Iteration 28F: 3 clusters Score -520691.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Entering Unmasked Estep 
Score: -1570272.500000 Penalty: 1546.419434
	Iteration 0F: 2 clusters Score -1570272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1560853.000000 Penalty: 3092.838867
	Iteration 0F: 3 clusters Score -1560853 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1563901.000000 Penalty: 3092.838867
	Iteration 1F: 3 clusters Score -1563901 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1564162.750000 Penalty: 3092.838867
	Iteration 2F: 3 clusters Score -1564163 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1564397.375000 Penalty: 3092.838867
	Iteration 3Q: 3 clusters Score -1564397 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1564624.875000 Penalty: 3092.838867
	Iteration 4Q: 3 clusters Score -1564625 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1564911.125000 Penalty: 3092.838867
	Iteration 5Q: 3 clusters Score -1564911 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1565246.375000 Penalty: 3092.838867
	Iteration 6Q: 3 clusters Score -1565246 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1565665.750000 Penalty: 3092.838867
	Iteration 7F: 3 clusters Score -1565666 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1566185.000000 Penalty: 3092.838867
	Iteration 8F: 3 clusters Score -1566185 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1566803.000000 Penalty: 3092.838867
	Iteration 9F: 3 clusters Score -1566803 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1567362.500000 Penalty: 3092.838867
	Iteration 10F: 3 clusters Score -1567362 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1567848.000000 Penalty: 3092.838867
	Iteration 11Q: 3 clusters Score -1567848 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1568212.750000 Penalty: 3092.838867
	Iteration 12Q: 3 clusters Score -1568213 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1568492.500000 Penalty: 3092.838867
	Iteration 13Q: 3 clusters Score -1568492 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1568658.500000 Penalty: 3092.838867
	Iteration 14Q: 3 clusters Score -1568658 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1568753.125000 Penalty: 3092.838867
	Iteration 15Q: 3 clusters Score -1568753 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1568806.875000 Penalty: 3092.838867
	Iteration 16Q: 3 clusters Score -1568807 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1568850.250000 Penalty: 3092.838867
	Iteration 17Q: 3 clusters Score -1568850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1568883.750000 Penalty: 3092.838867
	Iteration 18Q: 3 clusters Score -1568884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1568904.750000 Penalty: 3092.838867
	Iteration 19Q: 3 clusters Score -1568905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1568924.625000 Penalty: 3092.838867
	Iteration 20F: 3 clusters Score -1568925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1568942.250000 Penalty: 3092.838867
	Iteration 21Q: 3 clusters Score -1568942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1568951.625000 Penalty: 3092.838867
	Iteration 22Q: 3 clusters Score -1568952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1568961.500000 Penalty: 3092.838867
	Iteration 23Q: 3 clusters Score -1568962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1568962.875000 Penalty: 3092.838867
	Iteration 24Q: 3 clusters Score -1568963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1568977.250000 Penalty: 3092.838867
	Iteration 25Q: 3 clusters Score -1568977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1568979.875000 Penalty: 3092.838867
	Iteration 26Q: 3 clusters Score -1568980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1568983.875000 Penalty: 3092.838867
	Iteration 27Q: 3 clusters Score -1568984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1568990.750000 Penalty: 3092.838867
	Iteration 28Q: 3 clusters Score -1568991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1568995.750000 Penalty: 3092.838867
	Iteration 29Q: 3 clusters Score -1568996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1568999.125000 Penalty: 3092.838867
	Iteration 30Q: 3 clusters Score -1568999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1569004.125000 Penalty: 3092.838867
	Iteration 31Q: 3 clusters Score -1569004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1569016.250000 Penalty: 3092.838867
	Iteration 32Q: 3 clusters Score -1569016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1569017.625000 Penalty: 3092.838867
	Iteration 33Q: 3 clusters Score -1569018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1569018.750000 Penalty: 3092.838867
	Iteration 34Q: 3 clusters Score -1569019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1569017.625000 Penalty: 3092.838867
	Iteration 35Q: 3 clusters Score -1569018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1569017.500000 Penalty: 3092.838867
	Iteration 36Q: 3 clusters Score -1569018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1569018.000000 Penalty: 3092.838867
	Iteration 37Q: 3 clusters Score -1569018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1569021.000000 Penalty: 3092.838867
	Iteration 38Q: 3 clusters Score -1569021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1569021.250000 Penalty: 3092.838867
	Iteration 39Q: 3 clusters Score -1569021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1569021.250000 Penalty: 3092.838867
	Iteration 40F: 3 clusters Score -1569021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Entering Unmasked Estep 
Score: -1123125.750000 Penalty: 1494.026245
	Iteration 0F: 2 clusters Score -1123126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1116021.500000 Penalty: 2988.052490
	Iteration 0F: 3 clusters Score -1116022 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1118368.000000 Penalty: 2988.052490
	Iteration 1F: 3 clusters Score -1118368 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1118688.625000 Penalty: 2988.052490
	Iteration 2F: 3 clusters Score -1118689 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1118987.000000 Penalty: 2988.052490
	Iteration 3F: 3 clusters Score -1118987 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1119303.375000 Penalty: 2988.052490
	Iteration 4F: 3 clusters Score -1119303 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1119644.125000 Penalty: 2988.052490
	Iteration 5F: 3 clusters Score -1119644 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1120015.500000 Penalty: 2988.052490
	Iteration 6F: 3 clusters Score -1120016 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1120396.875000 Penalty: 2988.052490
	Iteration 7F: 3 clusters Score -1120397 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1120721.375000 Penalty: 2988.052490
	Iteration 8F: 3 clusters Score -1120721 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1120953.625000 Penalty: 2988.052490
	Iteration 9Q: 3 clusters Score -1120954 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1121142.875000 Penalty: 2988.052490
	Iteration 10Q: 3 clusters Score -1121143 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1121284.375000 Penalty: 2988.052490
	Iteration 11Q: 3 clusters Score -1121284 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1121363.750000 Penalty: 2988.052490
	Iteration 12Q: 3 clusters Score -1121364 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1121409.375000 Penalty: 2988.052490
	Iteration 13Q: 3 clusters Score -1121409 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1121445.625000 Penalty: 2988.052490
	Iteration 14Q: 3 clusters Score -1121446 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1121480.750000 Penalty: 2988.052490
	Iteration 15Q: 3 clusters Score -1121481 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1121516.750000 Penalty: 2988.052490
	Iteration 16Q: 3 clusters Score -1121517 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1121551.375000 Penalty: 2988.052490
	Iteration 17Q: 3 clusters Score -1121551 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1121584.000000 Penalty: 2988.052490
	Iteration 18Q: 3 clusters Score -1121584 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1121618.750000 Penalty: 2988.052490
	Iteration 19Q: 3 clusters Score -1121619 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1121656.500000 Penalty: 2988.052490
	Iteration 20F: 3 clusters Score -1121656 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1121682.125000 Penalty: 2988.052490
	Iteration 21Q: 3 clusters Score -1121682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1121695.875000 Penalty: 2988.052490
	Iteration 22Q: 3 clusters Score -1121696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1121711.750000 Penalty: 2988.052490
	Iteration 23Q: 3 clusters Score -1121712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1121723.625000 Penalty: 2988.052490
	Iteration 24Q: 3 clusters Score -1121724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1121731.125000 Penalty: 2988.052490
	Iteration 25Q: 3 clusters Score -1121731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1121736.750000 Penalty: 2988.052490
	Iteration 26Q: 3 clusters Score -1121737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1121742.000000 Penalty: 2988.052490
	Iteration 27Q: 3 clusters Score -1121742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1121746.125000 Penalty: 2988.052490
	Iteration 28Q: 3 clusters Score -1121746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1121749.125000 Penalty: 2988.052490
	Iteration 29Q: 3 clusters Score -1121749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1121753.375000 Penalty: 2988.052490
	Iteration 30Q: 3 clusters Score -1121753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1121755.750000 Penalty: 2988.052490
	Iteration 31Q: 3 clusters Score -1121756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1121763.500000 Penalty: 2988.052490
	Iteration 32Q: 3 clusters Score -1121764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1121772.875000 Penalty: 2988.052490
	Iteration 33Q: 3 clusters Score -1121773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1121780.375000 Penalty: 2988.052490
	Iteration 34Q: 3 clusters Score -1121780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1121792.375000 Penalty: 2988.052490
	Iteration 35Q: 3 clusters Score -1121792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1121797.625000 Penalty: 2988.052490
	Iteration 36Q: 3 clusters Score -1121798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1121800.625000 Penalty: 2988.052490
	Iteration 37Q: 3 clusters Score -1121801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1121806.875000 Penalty: 2988.052490
	Iteration 38Q: 3 clusters Score -1121807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1121808.750000 Penalty: 2988.052490
	Iteration 39Q: 3 clusters Score -1121809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1121810.875000 Penalty: 2988.052490
	Iteration 40F: 3 clusters Score -1121811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1121811.500000 Penalty: 2988.052490
	Iteration 41Q: 3 clusters Score -1121812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1121809.000000 Penalty: 2988.052490
	Iteration 42Q: 3 clusters Score -1121809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1121812.125000 Penalty: 2988.052490
	Iteration 43Q: 3 clusters Score -1121812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1121814.250000 Penalty: 2988.052490
	Iteration 44Q: 3 clusters Score -1121814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1121814.000000 Penalty: 2988.052490
	Iteration 45Q: 3 clusters Score -1121814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1121818.000000 Penalty: 2988.052490
	Iteration 46Q: 3 clusters Score -1121818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1121815.625000 Penalty: 2988.052490
	Iteration 47Q: 3 clusters Score -1121816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1121816.500000 Penalty: 2988.052490
	Iteration 48Q: 3 clusters Score -1121816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1121813.625000 Penalty: 2988.052490
	Iteration 49Q: 3 clusters Score -1121814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1121816.875000 Penalty: 2988.052490
	Iteration 50Q: 3 clusters Score -1121817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1121817.250000 Penalty: 2988.052490
	Iteration 51Q: 3 clusters Score -1121817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1121817.625000 Penalty: 2988.052490
	Iteration 52Q: 3 clusters Score -1121818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1121817.625000 Penalty: 2988.052490
	Iteration 53Q: 3 clusters Score -1121818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1121818.875000 Penalty: 2988.052490
	Iteration 54Q: 3 clusters Score -1121819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1121818.125000 Penalty: 2988.052490
	Iteration 55Q: 3 clusters Score -1121818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1121819.500000 Penalty: 2988.052490
	Iteration 56Q: 3 clusters Score -1121820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1121820.000000 Penalty: 2988.052490
	Iteration 57Q: 3 clusters Score -1121820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1121819.875000 Penalty: 2988.052490
	Iteration 58Q: 3 clusters Score -1121820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1121822.125000 Penalty: 2988.052490
	Iteration 59Q: 3 clusters Score -1121822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1121820.750000 Penalty: 2988.052490
	Iteration 60F: 3 clusters Score -1121821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1121821.750000 Penalty: 2988.052490
	Iteration 61Q: 3 clusters Score -1121822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1121820.750000 Penalty: 2988.052490
	Iteration 62Q: 3 clusters Score -1121821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1121822.875000 Penalty: 2988.052490
	Iteration 63Q: 3 clusters Score -1121823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1121822.750000 Penalty: 2988.052490
	Iteration 64Q: 3 clusters Score -1121823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1121821.875000 Penalty: 2988.052490
	Iteration 65Q: 3 clusters Score -1121822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1121821.750000 Penalty: 2988.052490
	Iteration 66Q: 3 clusters Score -1121822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1121821.750000 Penalty: 2988.052490
	Iteration 67F: 3 clusters Score -1121822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Entering Unmasked Estep 
Score: -5388329.000000 Penalty: 1748.135132
	Iteration 0F: 2 clusters Score -5388329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -5356917.500000 Penalty: 3496.270264
	Iteration 0F: 3 clusters Score -5356918 nChanged 21998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -5369339.000000 Penalty: 3496.270264
	Iteration 1F: 3 clusters Score -5369339 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -5369975.000000 Penalty: 3496.270264
	Iteration 2Q: 3 clusters Score -5369975 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5370634.000000 Penalty: 3496.270264
	Iteration 3Q: 3 clusters Score -5370634 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -5371501.000000 Penalty: 3496.270264
	Iteration 4Q: 3 clusters Score -5371501 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5372528.500000 Penalty: 3496.270264
	Iteration 5Q: 3 clusters Score -5372528 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -5373819.000000 Penalty: 3496.270264
	Iteration 6F: 3 clusters Score -5373819 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -5375390.500000 Penalty: 3496.270264
	Iteration 7F: 3 clusters Score -5375390 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -5377221.000000 Penalty: 3496.270264
	Iteration 8F: 3 clusters Score -5377221 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -5378847.500000 Penalty: 3496.270264
	Iteration 9F: 3 clusters Score -5378848 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -5379761.500000 Penalty: 3496.270264
	Iteration 10Q: 3 clusters Score -5379762 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -5380203.000000 Penalty: 3496.270264
	Iteration 11Q: 3 clusters Score -5380203 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -5380473.000000 Penalty: 3496.270264
	Iteration 12Q: 3 clusters Score -5380473 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -5380658.500000 Penalty: 3496.270264
	Iteration 13Q: 3 clusters Score -5380658 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -5380777.000000 Penalty: 3496.270264
	Iteration 14Q: 3 clusters Score -5380777 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -5380884.000000 Penalty: 3496.270264
	Iteration 15Q: 3 clusters Score -5380884 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -5381052.000000 Penalty: 3496.270264
	Iteration 16Q: 3 clusters Score -5381052 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -5381212.000000 Penalty: 3496.270264
	Iteration 17Q: 3 clusters Score -5381212 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -5381415.500000 Penalty: 3496.270264
	Iteration 18Q: 3 clusters Score -5381416 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -5381632.000000 Penalty: 3496.270264
	Iteration 19Q: 3 clusters Score -5381632 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -5381870.000000 Penalty: 3496.270264
	Iteration 20F: 3 clusters Score -5381870 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -5382099.500000 Penalty: 3496.270264
	Iteration 21Q: 3 clusters Score -5382100 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -5382327.000000 Penalty: 3496.270264
	Iteration 22Q: 3 clusters Score -5382327 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -5382595.000000 Penalty: 3496.270264
	Iteration 23Q: 3 clusters Score -5382595 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -5382840.000000 Penalty: 3496.270264
	Iteration 24Q: 3 clusters Score -5382840 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -5383094.500000 Penalty: 3496.270264
	Iteration 25Q: 3 clusters Score -5383094 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -5383370.000000 Penalty: 3496.270264
	Iteration 26Q: 3 clusters Score -5383370 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -5383640.000000 Penalty: 3496.270264
	Iteration 27Q: 3 clusters Score -5383640 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -5383892.500000 Penalty: 3496.270264
	Iteration 28Q: 3 clusters Score -5383892 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -5384118.500000 Penalty: 3496.270264
	Iteration 29Q: 3 clusters Score -5384118 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -5384347.000000 Penalty: 3496.270264
	Iteration 30Q: 3 clusters Score -5384347 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -5384574.000000 Penalty: 3496.270264
	Iteration 31Q: 3 clusters Score -5384574 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -5384791.500000 Penalty: 3496.270264
	Iteration 32Q: 3 clusters Score -5384792 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -5385030.000000 Penalty: 3496.270264
	Iteration 33Q: 3 clusters Score -5385030 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -5385226.500000 Penalty: 3496.270264
	Iteration 34Q: 3 clusters Score -5385226 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -5385416.500000 Penalty: 3496.270264
	Iteration 35Q: 3 clusters Score -5385416 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5385627.500000 Penalty: 3496.270264
	Iteration 36Q: 3 clusters Score -5385628 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5385804.500000 Penalty: 3496.270264
	Iteration 37Q: 3 clusters Score -5385804 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5385963.500000 Penalty: 3496.270264
	Iteration 38Q: 3 clusters Score -5385964 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5386089.500000 Penalty: 3496.270264
	Iteration 39Q: 3 clusters Score -5386090 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5386232.000000 Penalty: 3496.270264
	Iteration 40F: 3 clusters Score -5386232 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5386343.500000 Penalty: 3496.270264
	Iteration 41Q: 3 clusters Score -5386344 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5386443.500000 Penalty: 3496.270264
	Iteration 42Q: 3 clusters Score -5386444 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5386514.500000 Penalty: 3496.270264
	Iteration 43Q: 3 clusters Score -5386514 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5386582.000000 Penalty: 3496.270264
	Iteration 44Q: 3 clusters Score -5386582 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5386620.000000 Penalty: 3496.270264
	Iteration 45Q: 3 clusters Score -5386620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5386664.000000 Penalty: 3496.270264
	Iteration 46Q: 3 clusters Score -5386664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5386697.000000 Penalty: 3496.270264
	Iteration 47Q: 3 clusters Score -5386697 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5386712.000000 Penalty: 3496.270264
	Iteration 48Q: 3 clusters Score -5386712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5386731.000000 Penalty: 3496.270264
	Iteration 49Q: 3 clusters Score -5386731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5386733.000000 Penalty: 3496.270264
	Iteration 50Q: 3 clusters Score -5386733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5386739.000000 Penalty: 3496.270264
	Iteration 51Q: 3 clusters Score -5386739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5386750.500000 Penalty: 3496.270264
	Iteration 52Q: 3 clusters Score -5386750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5386776.000000 Penalty: 3496.270264
	Iteration 53Q: 3 clusters Score -5386776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5386783.000000 Penalty: 3496.270264
	Iteration 54Q: 3 clusters Score -5386783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5386787.500000 Penalty: 3496.270264
	Iteration 55Q: 3 clusters Score -5386788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5386797.000000 Penalty: 3496.270264
	Iteration 56Q: 3 clusters Score -5386797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5386806.000000 Penalty: 3496.270264
	Iteration 57Q: 3 clusters Score -5386806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5386809.500000 Penalty: 3496.270264
	Iteration 58Q: 3 clusters Score -5386810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5386810.000000 Penalty: 3496.270264
	Iteration 59Q: 3 clusters Score -5386810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5386814.000000 Penalty: 3496.270264
	Iteration 60F: 3 clusters Score -5386814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5386819.500000 Penalty: 3496.270264
	Iteration 61Q: 3 clusters Score -5386820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5386820.000000 Penalty: 3496.270264
	Iteration 62Q: 3 clusters Score -5386820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5386826.500000 Penalty: 3496.270264
	Iteration 63Q: 3 clusters Score -5386826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5386834.500000 Penalty: 3496.270264
	Iteration 64Q: 3 clusters Score -5386834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5386835.000000 Penalty: 3496.270264
	Iteration 65Q: 3 clusters Score -5386835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5386834.000000 Penalty: 3496.270264
	Iteration 66Q: 3 clusters Score -5386834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5386836.500000 Penalty: 3496.270264
	Iteration 67Q: 3 clusters Score -5386836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5386841.500000 Penalty: 3496.270264
	Iteration 68Q: 3 clusters Score -5386842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5386847.500000 Penalty: 3496.270264
	Iteration 69Q: 3 clusters Score -5386848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5386848.000000 Penalty: 3496.270264
	Iteration 70Q: 3 clusters Score -5386848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5386851.000000 Penalty: 3496.270264
	Iteration 71Q: 3 clusters Score -5386851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5386852.000000 Penalty: 3496.270264
	Iteration 72Q: 3 clusters Score -5386852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5386849.000000 Penalty: 3496.270264
	Iteration 73Q: 3 clusters Score -5386849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5386844.500000 Penalty: 3496.270264
	Iteration 74Q: 3 clusters Score -5386844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5386850.000000 Penalty: 3496.270264
	Iteration 75Q: 3 clusters Score -5386850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5386854.500000 Penalty: 3496.270264
	Iteration 76Q: 3 clusters Score -5386854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5386857.500000 Penalty: 3496.270264
	Iteration 77Q: 3 clusters Score -5386858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5386855.000000 Penalty: 3496.270264
	Iteration 78Q: 3 clusters Score -5386855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5386861.000000 Penalty: 3496.270264
	Iteration 79Q: 3 clusters Score -5386861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5386862.000000 Penalty: 3496.270264
	Iteration 80F: 3 clusters Score -5386862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5386861.000000 Penalty: 3496.270264
	Iteration 81Q: 3 clusters Score -5386861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5386861.500000 Penalty: 3496.270264
	Iteration 82Q: 3 clusters Score -5386862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5386865.000000 Penalty: 3496.270264
	Iteration 83Q: 3 clusters Score -5386865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5386865.000000 Penalty: 3496.270264
	Iteration 84Q: 3 clusters Score -5386865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5386860.500000 Penalty: 3496.270264
	Iteration 85Q: 3 clusters Score -5386860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5386862.500000 Penalty: 3496.270264
	Iteration 86Q: 3 clusters Score -5386862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5386862.000000 Penalty: 3496.270264
	Iteration 87Q: 3 clusters Score -5386862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5386862.000000 Penalty: 3496.270264
	Iteration 88F: 3 clusters Score -5386862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (148595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148595 members 
Entering Unmasked Estep 
Score: -16782600.000000 Penalty: 1935.209106
	Iteration 0F: 2 clusters Score -1.67826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74388 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -16684567.000000 Penalty: 3870.418213
	Iteration 0F: 3 clusters Score -1.668457e+07 nChanged 71534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 73917 members 
Entering Unmasked Estep 
Score: -16729432.000000 Penalty: 3870.418213
	Iteration 1F: 3 clusters Score -1.672943e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74528 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -16732104.000000 Penalty: 3870.418213
	Iteration 2Q: 3 clusters Score -1.67321e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 74488 members 
Entering Unmasked Estep 
Score: -16735681.000000 Penalty: 3870.418213
	Iteration 3F: 3 clusters Score -1.673568e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72935 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -16739768.000000 Penalty: 3870.418213
	Iteration 4F: 3 clusters Score -1.673977e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 77748 members 
Entering Unmasked Estep 
Score: -16744766.000000 Penalty: 3870.418213
	Iteration 5F: 3 clusters Score -1.674477e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 80626 members 
Entering Unmasked Estep 
Score: -16750013.000000 Penalty: 3870.418213
	Iteration 6F: 3 clusters Score -1.675001e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -16755360.000000 Penalty: 3870.418213
	Iteration 7F: 3 clusters Score -1.675536e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 88023 members 
Entering Unmasked Estep 
Score: -16759726.000000 Penalty: 3870.418213
	Iteration 8Q: 3 clusters Score -1.675973e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 91504 members 
Entering Unmasked Estep 
Score: -16762861.000000 Penalty: 3870.418213
	Iteration 9Q: 3 clusters Score -1.676286e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 94565 members 
Entering Unmasked Estep 
Score: -16764985.000000 Penalty: 3870.418213
	Iteration 10Q: 3 clusters Score -1.676498e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 97306 members 
Entering Unmasked Estep 
Score: -16766221.000000 Penalty: 3870.418213
	Iteration 11Q: 3 clusters Score -1.676622e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 99965 members 
Entering Unmasked Estep 
Score: -16767198.000000 Penalty: 3870.418213
	Iteration 12Q: 3 clusters Score -1.67672e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 102530 members 
Entering Unmasked Estep 
Score: -16768022.000000 Penalty: 3870.418213
	Iteration 13Q: 3 clusters Score -1.676802e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 105056 members 
Entering Unmasked Estep 
Score: -16768769.000000 Penalty: 3870.418213
	Iteration 14Q: 3 clusters Score -1.676877e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 107545 members 
Entering Unmasked Estep 
Score: -16769312.000000 Penalty: 3870.418213
	Iteration 15Q: 3 clusters Score -1.676931e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 110034 members 
Entering Unmasked Estep 
Score: -16770124.000000 Penalty: 3870.418213
	Iteration 16Q: 3 clusters Score -1.677012e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 112640 members 
Entering Unmasked Estep 
Score: -16770903.000000 Penalty: 3870.418213
	Iteration 17Q: 3 clusters Score -1.67709e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 115307 members 
Entering Unmasked Estep 
Score: -16771628.000000 Penalty: 3870.418213
	Iteration 18Q: 3 clusters Score -1.677163e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 118003 members 
Entering Unmasked Estep 
Score: -16772683.000000 Penalty: 3870.418213
	Iteration 19Q: 3 clusters Score -1.677268e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 120682 members 
Entering Unmasked Estep 
Score: -16773596.000000 Penalty: 3870.418213
	Iteration 20F: 3 clusters Score -1.67736e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 123325 members 
Entering Unmasked Estep 
Score: -16774622.000000 Penalty: 3870.418213
	Iteration 21Q: 3 clusters Score -1.677462e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 125888 members 
Entering Unmasked Estep 
Score: -16775498.000000 Penalty: 3870.418213
	Iteration 22Q: 3 clusters Score -1.67755e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 128372 members 
Entering Unmasked Estep 
Score: -16776493.000000 Penalty: 3870.418213
	Iteration 23Q: 3 clusters Score -1.677649e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 130625 members 
Entering Unmasked Estep 
Score: -16777400.000000 Penalty: 3870.418213
	Iteration 24Q: 3 clusters Score -1.67774e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 132708 members 
Entering Unmasked Estep 
Score: -16778334.000000 Penalty: 3870.418213
	Iteration 25Q: 3 clusters Score -1.677833e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 134649 members 
Entering Unmasked Estep 
Score: -16779158.000000 Penalty: 3870.418213
	Iteration 26Q: 3 clusters Score -1.677916e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 136380 members 
Entering Unmasked Estep 
Score: -16779878.000000 Penalty: 3870.418213
	Iteration 27Q: 3 clusters Score -1.677988e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 137870 members 
Entering Unmasked Estep 
Score: -16780400.000000 Penalty: 3870.418213
	Iteration 28Q: 3 clusters Score -1.67804e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 139191 members 
Entering Unmasked Estep 
Score: -16780828.000000 Penalty: 3870.418213
	Iteration 29Q: 3 clusters Score -1.678083e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 140330 members 
Entering Unmasked Estep 
Score: -16781186.000000 Penalty: 3870.418213
	Iteration 30Q: 3 clusters Score -1.678119e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 141259 members 
Entering Unmasked Estep 
Score: -16781490.000000 Penalty: 3870.418213
	Iteration 31Q: 3 clusters Score -1.678149e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 142075 members 
Entering Unmasked Estep 
Score: -16781756.000000 Penalty: 3870.418213
	Iteration 32Q: 3 clusters Score -1.678176e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 142718 members 
Entering Unmasked Estep 
Score: -16781898.000000 Penalty: 3870.418213
	Iteration 33Q: 3 clusters Score -1.67819e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 143257 members 
Entering Unmasked Estep 
Score: -16782028.000000 Penalty: 3870.418213
	Iteration 34Q: 3 clusters Score -1.678203e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 143704 members 
Entering Unmasked Estep 
Score: -16782144.000000 Penalty: 3870.418213
	Iteration 35Q: 3 clusters Score -1.678214e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 144082 members 
Entering Unmasked Estep 
Score: -16782156.000000 Penalty: 3870.418213
	Iteration 36Q: 3 clusters Score -1.678216e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 144368 members 
Entering Unmasked Estep 
Score: -16782198.000000 Penalty: 3870.418213
	Iteration 37Q: 3 clusters Score -1.67822e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 144599 members 
Entering Unmasked Estep 
Score: -16782236.000000 Penalty: 3870.418213
	Iteration 38Q: 3 clusters Score -1.678224e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 144803 members 
Entering Unmasked Estep 
Score: -16782242.000000 Penalty: 3870.418213
	Iteration 39Q: 3 clusters Score -1.678224e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 144977 members 
Entering Unmasked Estep 
Score: -16782266.000000 Penalty: 3870.418213
	Iteration 40F: 3 clusters Score -1.678227e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 145126 members 
Entering Unmasked Estep 
Score: -16782270.000000 Penalty: 3870.418213
	Iteration 41Q: 3 clusters Score -1.678227e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 145258 members 
Entering Unmasked Estep 
Score: -16782274.000000 Penalty: 3870.418213
	Iteration 42Q: 3 clusters Score -1.678227e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 145363 members 
Entering Unmasked Estep 
Score: -16782292.000000 Penalty: 3870.418213
	Iteration 43Q: 3 clusters Score -1.678229e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 145473 members 
Entering Unmasked Estep 
Score: -16782330.000000 Penalty: 3870.418213
	Iteration 44Q: 3 clusters Score -1.678233e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 145567 members 
Entering Unmasked Estep 
Score: -16782326.000000 Penalty: 3870.418213
	Iteration 45Q: 3 clusters Score -1.678233e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 145648 members 
Entering Unmasked Estep 
Score: -16782348.000000 Penalty: 3870.418213
	Iteration 46Q: 3 clusters Score -1.678235e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 145720 members 
Entering Unmasked Estep 
Score: -16782402.000000 Penalty: 3870.418213
	Iteration 47Q: 3 clusters Score -1.67824e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 145800 members 
Entering Unmasked Estep 
Score: -16782414.000000 Penalty: 3870.418213
	Iteration 48Q: 3 clusters Score -1.678241e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 145868 members 
Entering Unmasked Estep 
Score: -16782436.000000 Penalty: 3870.418213
	Iteration 49Q: 3 clusters Score -1.678244e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 145917 members 
Entering Unmasked Estep 
Score: -16782444.000000 Penalty: 3870.418213
	Iteration 50Q: 3 clusters Score -1.678244e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 145955 members 
Entering Unmasked Estep 
Score: -16782470.000000 Penalty: 3870.418213
	Iteration 51Q: 3 clusters Score -1.678247e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 145991 members 
Entering Unmasked Estep 
Score: -16782456.000000 Penalty: 3870.418213
	Iteration 52Q: 3 clusters Score -1.678246e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 146010 members 
Entering Unmasked Estep 
Score: -16782478.000000 Penalty: 3870.418213
	Iteration 53Q: 3 clusters Score -1.678248e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 146025 members 
Entering Unmasked Estep 
Score: -16782496.000000 Penalty: 3870.418213
	Iteration 54Q: 3 clusters Score -1.67825e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 146037 members 
Entering Unmasked Estep 
Score: -16782486.000000 Penalty: 3870.418213
	Iteration 55Q: 3 clusters Score -1.678249e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -16782526.000000 Penalty: 3870.418213
	Iteration 56Q: 3 clusters Score -1.678253e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 146084 members 
Entering Unmasked Estep 
Score: -16782522.000000 Penalty: 3870.418213
	Iteration 57Q: 3 clusters Score -1.678252e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 146107 members 
Entering Unmasked Estep 
Score: -16782566.000000 Penalty: 3870.418213
	Iteration 58Q: 3 clusters Score -1.678257e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 146122 members 
Entering Unmasked Estep 
Score: -16782564.000000 Penalty: 3870.418213
	Iteration 59Q: 3 clusters Score -1.678256e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 146133 members 
Entering Unmasked Estep 
Score: -16782602.000000 Penalty: 3870.418213
	Iteration 60F: 3 clusters Score -1.67826e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 146130 members 
Entering Unmasked Estep 
Score: -16782612.000000 Penalty: 3870.418213
	Iteration 61Q: 3 clusters Score -1.678261e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 146129 members 
Entering Unmasked Estep 
Score: -16782598.000000 Penalty: 3870.418213
	Iteration 62Q: 3 clusters Score -1.67826e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 146121 members 
Entering Unmasked Estep 
Score: -16782648.000000 Penalty: 3870.418213
	Iteration 63Q: 3 clusters Score -1.678265e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 146100 members 
Entering Unmasked Estep 
Score: -16782636.000000 Penalty: 3870.418213
	Iteration 64Q: 3 clusters Score -1.678264e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 146088 members 
Entering Unmasked Estep 
Score: -16782622.000000 Penalty: 3870.418213
	Iteration 65Q: 3 clusters Score -1.678262e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 146065 members 
Entering Unmasked Estep 
Score: -16782612.000000 Penalty: 3870.418213
	Iteration 66Q: 3 clusters Score -1.678261e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 146043 members 
Entering Unmasked Estep 
Score: -16782626.000000 Penalty: 3870.418213
	Iteration 67Q: 3 clusters Score -1.678263e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 146031 members 
Entering Unmasked Estep 
Score: -16782630.000000 Penalty: 3870.418213
	Iteration 68Q: 3 clusters Score -1.678263e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 146007 members 
Entering Unmasked Estep 
Score: -16782636.000000 Penalty: 3870.418213
	Iteration 69Q: 3 clusters Score -1.678264e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 145985 members 
Entering Unmasked Estep 
Score: -16782636.000000 Penalty: 3870.418213
	Iteration 70Q: 3 clusters Score -1.678264e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 145967 members 
Entering Unmasked Estep 
Score: -16782650.000000 Penalty: 3870.418213
	Iteration 71Q: 3 clusters Score -1.678265e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 145951 members 
Entering Unmasked Estep 
Score: -16782654.000000 Penalty: 3870.418213
	Iteration 72Q: 3 clusters Score -1.678265e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 145936 members 
Entering Unmasked Estep 
Score: -16782668.000000 Penalty: 3870.418213
	Iteration 73Q: 3 clusters Score -1.678267e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 145926 members 
Entering Unmasked Estep 
Score: -16782686.000000 Penalty: 3870.418213
	Iteration 74Q: 3 clusters Score -1.678269e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 145892 members 
Entering Unmasked Estep 
Score: -16782710.000000 Penalty: 3870.418213
	Iteration 75Q: 3 clusters Score -1.678271e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 145866 members 
Entering Unmasked Estep 
Score: -16782710.000000 Penalty: 3870.418213
	Iteration 76Q: 3 clusters Score -1.678271e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 145841 members 
Entering Unmasked Estep 
Score: -16782724.000000 Penalty: 3870.418213
	Iteration 77Q: 3 clusters Score -1.678272e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 145803 members 
Entering Unmasked Estep 
Score: -16782708.000000 Penalty: 3870.418213
	Iteration 78Q: 3 clusters Score -1.678271e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 145766 members 
Entering Unmasked Estep 
Score: -16782738.000000 Penalty: 3870.418213
	Iteration 79Q: 3 clusters Score -1.678274e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 145727 members 
Entering Unmasked Estep 
Score: -16782732.000000 Penalty: 3870.418213
	Iteration 80F: 3 clusters Score -1.678273e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 145700 members 
Entering Unmasked Estep 
Score: -16782744.000000 Penalty: 3870.418213
	Iteration 81Q: 3 clusters Score -1.678274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 145680 members 
Entering Unmasked Estep 
Score: -16782766.000000 Penalty: 3870.418213
	Iteration 82Q: 3 clusters Score -1.678277e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 145664 members 
Entering Unmasked Estep 
Score: -16782786.000000 Penalty: 3870.418213
	Iteration 83Q: 3 clusters Score -1.678279e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 145648 members 
Entering Unmasked Estep 
Score: -16782794.000000 Penalty: 3870.418213
	Iteration 84Q: 3 clusters Score -1.678279e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 145634 members 
Entering Unmasked Estep 
Score: -16782808.000000 Penalty: 3870.418213
	Iteration 85Q: 3 clusters Score -1.678281e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 145622 members 
Entering Unmasked Estep 
Score: -16782810.000000 Penalty: 3870.418213
	Iteration 86Q: 3 clusters Score -1.678281e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 145608 members 
Entering Unmasked Estep 
Score: -16782818.000000 Penalty: 3870.418213
	Iteration 87Q: 3 clusters Score -1.678282e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 145599 members 
Entering Unmasked Estep 
Score: -16782808.000000 Penalty: 3870.418213
	Iteration 88Q: 3 clusters Score -1.678281e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 145583 members 
Entering Unmasked Estep 
Score: -16782806.000000 Penalty: 3870.418213
	Iteration 89Q: 3 clusters Score -1.678281e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 145569 members 
Entering Unmasked Estep 
Score: -16782818.000000 Penalty: 3870.418213
	Iteration 90Q: 3 clusters Score -1.678282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 145561 members 
Entering Unmasked Estep 
Score: -16782802.000000 Penalty: 3870.418213
	Iteration 91Q: 3 clusters Score -1.67828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 145555 members 
Entering Unmasked Estep 
Score: -16782810.000000 Penalty: 3870.418213
	Iteration 92Q: 3 clusters Score -1.678281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 145547 members 
Entering Unmasked Estep 
Score: -16782820.000000 Penalty: 3870.418213
	Iteration 93Q: 3 clusters Score -1.678282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 145540 members 
Entering Unmasked Estep 
Score: -16782814.000000 Penalty: 3870.418213
	Iteration 94Q: 3 clusters Score -1.678281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 145536 members 
Entering Unmasked Estep 
Score: -16782822.000000 Penalty: 3870.418213
	Iteration 95Q: 3 clusters Score -1.678282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 145531 members 
Entering Unmasked Estep 
Score: -16782820.000000 Penalty: 3870.418213
	Iteration 96Q: 3 clusters Score -1.678282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 145529 members 
Entering Unmasked Estep 
Score: -16782814.000000 Penalty: 3870.418213
	Iteration 97Q: 3 clusters Score -1.678281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 145526 members 
Entering Unmasked Estep 
Score: -16782810.000000 Penalty: 3870.418213
	Iteration 98Q: 3 clusters Score -1.678281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 145524 members 
Entering Unmasked Estep 
Score: -16782798.000000 Penalty: 3870.418213
	Iteration 99Q: 3 clusters Score -1.67828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 145522 members 
Entering Unmasked Estep 
Score: -16782810.000000 Penalty: 3870.418213
	Iteration 100F: 3 clusters Score -1.678281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 145519 members 
Entering Unmasked Estep 
Score: -16782802.000000 Penalty: 3870.418213
	Iteration 101Q: 3 clusters Score -1.67828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 145518 members 
Entering Unmasked Estep 
Score: -16782806.000000 Penalty: 3870.418213
	Iteration 102Q: 3 clusters Score -1.678281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 145518 members 
Entering Unmasked Estep 
Score: -16782800.000000 Penalty: 3870.418213
	Iteration 103Q: 3 clusters Score -1.67828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 145517 members 
Entering Unmasked Estep 
Score: -16782800.000000 Penalty: 3870.418213
	Iteration 104Q: 3 clusters Score -1.67828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 145517 members 
Entering Unmasked Estep 
Score: -16782800.000000 Penalty: 3870.418213
	Iteration 105F: 3 clusters Score -1.67828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4525 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46993 members 
Mstep: Class 7 contains 3078 members 
Mstep: Class 8 contains 38880 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15065 members 
Mstep: Class 11 contains 3718 members 
Mstep: Class 12 contains 91368 members 
Mstep: Class 13 contains 13778 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147545 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 68767 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 81103 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 52879 members 
Mstep: Class 24 contains 23869 members 
Mstep: Class 25 contains 103426 members 
Mstep: Class 26 contains 145517 members 
Entering Unmasked Estep 
Score: -102105568.000000 Penalty: 57975.621094
Splitting cluster 7 changes total score from -102106016.000000 to -102105568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (38880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Entering Unmasked Estep 
Score: -4295324.500000 Penalty: 1717.338257
	Iteration 0F: 2 clusters Score -4295324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -4269345.000000 Penalty: 3434.676514
	Iteration 0F: 3 clusters Score -4269345 nChanged 18105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -4279515.000000 Penalty: 3434.676514
	Iteration 1F: 3 clusters Score -4279515 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -4280115.000000 Penalty: 3434.676514
	Iteration 2Q: 3 clusters Score -4280115 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -4280917.000000 Penalty: 3434.676514
	Iteration 3Q: 3 clusters Score -4280917 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -4282080.000000 Penalty: 3434.676514
	Iteration 4F: 3 clusters Score -4282080 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -4283832.000000 Penalty: 3434.676514
	Iteration 5F: 3 clusters Score -4283832 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -4285796.500000 Penalty: 3434.676514
	Iteration 6F: 3 clusters Score -4285796 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -4287520.500000 Penalty: 3434.676514
	Iteration 7F: 3 clusters Score -4287520 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -4288681.500000 Penalty: 3434.676514
	Iteration 8F: 3 clusters Score -4288682 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -4289325.000000 Penalty: 3434.676514
	Iteration 9Q: 3 clusters Score -4289325 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -4289672.000000 Penalty: 3434.676514
	Iteration 10Q: 3 clusters Score -4289672 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -4289865.000000 Penalty: 3434.676514
	Iteration 11Q: 3 clusters Score -4289865 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -4290022.000000 Penalty: 3434.676514
	Iteration 12Q: 3 clusters Score -4290022 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -4290180.000000 Penalty: 3434.676514
	Iteration 13Q: 3 clusters Score -4290180 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -4290420.500000 Penalty: 3434.676514
	Iteration 14Q: 3 clusters Score -4290420 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -4290753.500000 Penalty: 3434.676514
	Iteration 15Q: 3 clusters Score -4290754 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -4291470.500000 Penalty: 3434.676514
	Iteration 16Q: 3 clusters Score -4291470 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -4293022.500000 Penalty: 3434.676514
	Iteration 17Q: 3 clusters Score -4293022 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -4293544.000000 Penalty: 3434.676514
	Iteration 18Q: 3 clusters Score -4293544 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -4293649.000000 Penalty: 3434.676514
	Iteration 19Q: 3 clusters Score -4293649 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -4293721.000000 Penalty: 3434.676514
	Iteration 20F: 3 clusters Score -4293721 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -4293779.000000 Penalty: 3434.676514
	Iteration 21Q: 3 clusters Score -4293779 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -4293821.500000 Penalty: 3434.676514
	Iteration 22Q: 3 clusters Score -4293822 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4293857.000000 Penalty: 3434.676514
	Iteration 23Q: 3 clusters Score -4293857 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -4293884.500000 Penalty: 3434.676514
	Iteration 24Q: 3 clusters Score -4293884 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4293927.500000 Penalty: 3434.676514
	Iteration 25Q: 3 clusters Score -4293928 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -4293945.000000 Penalty: 3434.676514
	Iteration 26Q: 3 clusters Score -4293945 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -4293971.000000 Penalty: 3434.676514
	Iteration 27Q: 3 clusters Score -4293971 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -4293991.500000 Penalty: 3434.676514
	Iteration 28Q: 3 clusters Score -4293992 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -4294006.500000 Penalty: 3434.676514
	Iteration 29Q: 3 clusters Score -4294006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -4294023.000000 Penalty: 3434.676514
	Iteration 30Q: 3 clusters Score -4294023 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -4294043.000000 Penalty: 3434.676514
	Iteration 31Q: 3 clusters Score -4294043 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -4294048.500000 Penalty: 3434.676514
	Iteration 32Q: 3 clusters Score -4294048 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -4294064.500000 Penalty: 3434.676514
	Iteration 33Q: 3 clusters Score -4294064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -4294083.000000 Penalty: 3434.676514
	Iteration 34Q: 3 clusters Score -4294083 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4294093.000000 Penalty: 3434.676514
	Iteration 35Q: 3 clusters Score -4294093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4294094.500000 Penalty: 3434.676514
	Iteration 36Q: 3 clusters Score -4294094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -4294106.000000 Penalty: 3434.676514
	Iteration 37Q: 3 clusters Score -4294106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -4294114.500000 Penalty: 3434.676514
	Iteration 38Q: 3 clusters Score -4294114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -4294118.000000 Penalty: 3434.676514
	Iteration 39Q: 3 clusters Score -4294118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4294122.500000 Penalty: 3434.676514
	Iteration 40F: 3 clusters Score -4294122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -4294136.500000 Penalty: 3434.676514
	Iteration 41Q: 3 clusters Score -4294136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -4294140.500000 Penalty: 3434.676514
	Iteration 42Q: 3 clusters Score -4294140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -4294134.500000 Penalty: 3434.676514
	Iteration 43Q: 3 clusters Score -4294134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -4294142.000000 Penalty: 3434.676514
	Iteration 44Q: 3 clusters Score -4294142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -4294144.000000 Penalty: 3434.676514
	Iteration 45Q: 3 clusters Score -4294144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -4294155.500000 Penalty: 3434.676514
	Iteration 46Q: 3 clusters Score -4294156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -4294163.000000 Penalty: 3434.676514
	Iteration 47Q: 3 clusters Score -4294163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -4294167.000000 Penalty: 3434.676514
	Iteration 48Q: 3 clusters Score -4294167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -4294161.000000 Penalty: 3434.676514
	Iteration 49Q: 3 clusters Score -4294161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -4294161.500000 Penalty: 3434.676514
	Iteration 50Q: 3 clusters Score -4294162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -4294164.000000 Penalty: 3434.676514
	Iteration 51Q: 3 clusters Score -4294164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -4294161.500000 Penalty: 3434.676514
	Iteration 52Q: 3 clusters Score -4294162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -4294159.500000 Penalty: 3434.676514
	Iteration 53Q: 3 clusters Score -4294160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -4294159.500000 Penalty: 3434.676514
	Iteration 54Q: 3 clusters Score -4294160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -4294159.500000 Penalty: 3434.676514
	Iteration 55Q: 3 clusters Score -4294160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -4294159.000000 Penalty: 3434.676514
	Iteration 56Q: 3 clusters Score -4294159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -4294162.000000 Penalty: 3434.676514
	Iteration 57Q: 3 clusters Score -4294162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -4294162.000000 Penalty: 3434.676514
	Iteration 58Q: 3 clusters Score -4294162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -4294163.500000 Penalty: 3434.676514
	Iteration 59Q: 3 clusters Score -4294164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -4294164.000000 Penalty: 3434.676514
	Iteration 60F: 3 clusters Score -4294164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -4294164.500000 Penalty: 3434.676514
	Iteration 61Q: 3 clusters Score -4294164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -4294170.000000 Penalty: 3434.676514
	Iteration 62Q: 3 clusters Score -4294170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -4294166.500000 Penalty: 3434.676514
	Iteration 63Q: 3 clusters Score -4294166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -4294170.500000 Penalty: 3434.676514
	Iteration 64Q: 3 clusters Score -4294170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -4294172.000000 Penalty: 3434.676514
	Iteration 65Q: 3 clusters Score -4294172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -4294175.500000 Penalty: 3434.676514
	Iteration 66Q: 3 clusters Score -4294176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -4294172.000000 Penalty: 3434.676514
	Iteration 67Q: 3 clusters Score -4294172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -4294175.500000 Penalty: 3434.676514
	Iteration 68Q: 3 clusters Score -4294176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -4294176.000000 Penalty: 3434.676514
	Iteration 69Q: 3 clusters Score -4294176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -4294178.500000 Penalty: 3434.676514
	Iteration 70Q: 3 clusters Score -4294178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -4294175.500000 Penalty: 3434.676514
	Iteration 71Q: 3 clusters Score -4294176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -4294178.000000 Penalty: 3434.676514
	Iteration 72Q: 3 clusters Score -4294178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4294180.000000 Penalty: 3434.676514
	Iteration 73Q: 3 clusters Score -4294180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -4294182.500000 Penalty: 3434.676514
	Iteration 74Q: 3 clusters Score -4294182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -4294186.000000 Penalty: 3434.676514
	Iteration 75Q: 3 clusters Score -4294186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -4294185.500000 Penalty: 3434.676514
	Iteration 76Q: 3 clusters Score -4294186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -4294185.000000 Penalty: 3434.676514
	Iteration 77Q: 3 clusters Score -4294185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4294180.000000 Penalty: 3434.676514
	Iteration 78Q: 3 clusters Score -4294180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -4294179.500000 Penalty: 3434.676514
	Iteration 79Q: 3 clusters Score -4294180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -4294181.000000 Penalty: 3434.676514
	Iteration 80F: 3 clusters Score -4294181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -4294180.000000 Penalty: 3434.676514
	Iteration 81Q: 3 clusters Score -4294180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -4294181.000000 Penalty: 3434.676514
	Iteration 82Q: 3 clusters Score -4294181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -4294181.500000 Penalty: 3434.676514
	Iteration 83Q: 3 clusters Score -4294182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -4294179.500000 Penalty: 3434.676514
	Iteration 84Q: 3 clusters Score -4294180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -4294180.500000 Penalty: 3434.676514
	Iteration 85Q: 3 clusters Score -4294180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -4294177.000000 Penalty: 3434.676514
	Iteration 86Q: 3 clusters Score -4294177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -4294180.500000 Penalty: 3434.676514
	Iteration 87Q: 3 clusters Score -4294180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -4294181.000000 Penalty: 3434.676514
	Iteration 88Q: 3 clusters Score -4294181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -4294181.500000 Penalty: 3434.676514
	Iteration 89Q: 3 clusters Score -4294182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -4294183.500000 Penalty: 3434.676514
	Iteration 90Q: 3 clusters Score -4294184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -4294179.000000 Penalty: 3434.676514
	Iteration 91Q: 3 clusters Score -4294179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -4294179.000000 Penalty: 3434.676514
	Iteration 92Q: 3 clusters Score -4294179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -4294181.000000 Penalty: 3434.676514
	Iteration 93Q: 3 clusters Score -4294181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -4294184.000000 Penalty: 3434.676514
	Iteration 94Q: 3 clusters Score -4294184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -4294184.000000 Penalty: 3434.676514
	Iteration 95Q: 3 clusters Score -4294184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -4294182.000000 Penalty: 3434.676514
	Iteration 96Q: 3 clusters Score -4294182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -4294182.000000 Penalty: 3434.676514
	Iteration 97F: 3 clusters Score -4294182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -91099.992188 Penalty: 1106.109741
	Iteration 0F: 2 clusters Score -91099.99 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 455 members 
Entering Unmasked Estep 
Score: -89880.453125 Penalty: 2212.219482
	Iteration 0F: 3 clusters Score -89880.45 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -90315.257812 Penalty: 2212.219482
	Iteration 1F: 3 clusters Score -90315.26 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90441.890625 Penalty: 2212.219482
	Iteration 2F: 3 clusters Score -90441.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90505.976562 Penalty: 2212.219482
	Iteration 3F: 3 clusters Score -90505.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90544.335938 Penalty: 2212.219482
	Iteration 4Q: 3 clusters Score -90544.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90588.085938 Penalty: 2212.219482
	Iteration 5Q: 3 clusters Score -90588.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -90622.187500 Penalty: 2212.219482
	Iteration 6Q: 3 clusters Score -90622.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -90638.562500 Penalty: 2212.219482
	Iteration 7Q: 3 clusters Score -90638.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90650.812500 Penalty: 2212.219482
	Iteration 8Q: 3 clusters Score -90650.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90656.007812 Penalty: 2212.219482
	Iteration 9Q: 3 clusters Score -90656.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90660.492188 Penalty: 2212.219482
	Iteration 10Q: 3 clusters Score -90660.49 nChanged 5
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: -90666.109375 Penalty: 2212.219482
	Iteration 11Q: 3 clusters Score -90666.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -90671.812500 Penalty: 2212.219482
	Iteration 12Q: 3 clusters Score -90671.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -90675.328125 Penalty: 2212.219482
	Iteration 13Q: 3 clusters Score -90675.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -90675.328125 Penalty: 2212.219482
	Iteration 14F: 3 clusters Score -90675.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Entering Unmasked Estep 
Score: -1671211.125000 Penalty: 1563.271118
	Iteration 0F: 2 clusters Score -1671211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1660767.250000 Penalty: 3126.542236
	Iteration 0F: 3 clusters Score -1660767 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1664427.000000 Penalty: 3126.542236
	Iteration 1F: 3 clusters Score -1664427 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1664690.250000 Penalty: 3126.542236
	Iteration 2F: 3 clusters Score -1664690 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1664919.000000 Penalty: 3126.542236
	Iteration 3Q: 3 clusters Score -1664919 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1665181.125000 Penalty: 3126.542236
	Iteration 4Q: 3 clusters Score -1665181 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1665539.125000 Penalty: 3126.542236
	Iteration 5Q: 3 clusters Score -1665539 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1666039.000000 Penalty: 3126.542236
	Iteration 6F: 3 clusters Score -1666039 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1666772.500000 Penalty: 3126.542236
	Iteration 7F: 3 clusters Score -1666772 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1667717.750000 Penalty: 3126.542236
	Iteration 8F: 3 clusters Score -1667718 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1668595.375000 Penalty: 3126.542236
	Iteration 9F: 3 clusters Score -1668595 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1669214.500000 Penalty: 3126.542236
	Iteration 10Q: 3 clusters Score -1669214 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1669536.875000 Penalty: 3126.542236
	Iteration 11Q: 3 clusters Score -1669537 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1669691.625000 Penalty: 3126.542236
	Iteration 12Q: 3 clusters Score -1669692 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1669768.000000 Penalty: 3126.542236
	Iteration 13Q: 3 clusters Score -1669768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1669830.500000 Penalty: 3126.542236
	Iteration 14Q: 3 clusters Score -1669830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1669854.000000 Penalty: 3126.542236
	Iteration 15Q: 3 clusters Score -1669854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1669865.875000 Penalty: 3126.542236
	Iteration 16Q: 3 clusters Score -1669866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1669877.125000 Penalty: 3126.542236
	Iteration 17Q: 3 clusters Score -1669877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1669883.750000 Penalty: 3126.542236
	Iteration 18Q: 3 clusters Score -1669884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1669895.500000 Penalty: 3126.542236
	Iteration 19Q: 3 clusters Score -1669896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1669909.250000 Penalty: 3126.542236
	Iteration 20F: 3 clusters Score -1669909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1669919.375000 Penalty: 3126.542236
	Iteration 21Q: 3 clusters Score -1669919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1669933.750000 Penalty: 3126.542236
	Iteration 22Q: 3 clusters Score -1669934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1669946.750000 Penalty: 3126.542236
	Iteration 23Q: 3 clusters Score -1669947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1669956.875000 Penalty: 3126.542236
	Iteration 24Q: 3 clusters Score -1669957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1669962.500000 Penalty: 3126.542236
	Iteration 25Q: 3 clusters Score -1669962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1669971.375000 Penalty: 3126.542236
	Iteration 26Q: 3 clusters Score -1669971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1669977.125000 Penalty: 3126.542236
	Iteration 27Q: 3 clusters Score -1669977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1669981.875000 Penalty: 3126.542236
	Iteration 28Q: 3 clusters Score -1669982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1669983.875000 Penalty: 3126.542236
	Iteration 29Q: 3 clusters Score -1669984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1669987.125000 Penalty: 3126.542236
	Iteration 30Q: 3 clusters Score -1669987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1669991.750000 Penalty: 3126.542236
	Iteration 31Q: 3 clusters Score -1669992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1669997.000000 Penalty: 3126.542236
	Iteration 32Q: 3 clusters Score -1669997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1669998.875000 Penalty: 3126.542236
	Iteration 33Q: 3 clusters Score -1669999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1669998.875000 Penalty: 3126.542236
	Iteration 34F: 3 clusters Score -1669999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Entering Unmasked Estep 
Score: -431865.843750 Penalty: 1335.902954
	Iteration 0F: 2 clusters Score -431865.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -428688.031250 Penalty: 2671.805908
	Iteration 0F: 3 clusters Score -428688 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -429473.937500 Penalty: 2671.805908
	Iteration 1F: 3 clusters Score -429473.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -429614.906250 Penalty: 2671.805908
	Iteration 2F: 3 clusters Score -429614.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -429698.187500 Penalty: 2671.805908
	Iteration 3Q: 3 clusters Score -429698.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -429755.000000 Penalty: 2671.805908
	Iteration 4Q: 3 clusters Score -429755 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -429808.812500 Penalty: 2671.805908
	Iteration 5Q: 3 clusters Score -429808.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -429851.562500 Penalty: 2671.805908
	Iteration 6Q: 3 clusters Score -429851.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -429879.531250 Penalty: 2671.805908
	Iteration 7Q: 3 clusters Score -429879.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -429898.593750 Penalty: 2671.805908
	Iteration 8Q: 3 clusters Score -429898.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -429917.906250 Penalty: 2671.805908
	Iteration 9Q: 3 clusters Score -429917.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -429931.625000 Penalty: 2671.805908
	Iteration 10Q: 3 clusters Score -429931.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -429942.218750 Penalty: 2671.805908
	Iteration 11Q: 3 clusters Score -429942.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -429959.531250 Penalty: 2671.805908
	Iteration 12Q: 3 clusters Score -429959.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -429976.531250 Penalty: 2671.805908
	Iteration 13Q: 3 clusters Score -429976.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -429991.843750 Penalty: 2671.805908
	Iteration 14Q: 3 clusters Score -429991.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -430003.093750 Penalty: 2671.805908
	Iteration 15Q: 3 clusters Score -430003.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -430017.156250 Penalty: 2671.805908
	Iteration 16Q: 3 clusters Score -430017.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -430037.031250 Penalty: 2671.805908
	Iteration 17Q: 3 clusters Score -430037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -430051.625000 Penalty: 2671.805908
	Iteration 18Q: 3 clusters Score -430051.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -430068.375000 Penalty: 2671.805908
	Iteration 19Q: 3 clusters Score -430068.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -430094.156250 Penalty: 2671.805908
	Iteration 20F: 3 clusters Score -430094.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -430126.687500 Penalty: 2671.805908
	Iteration 21Q: 3 clusters Score -430126.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -430162.937500 Penalty: 2671.805908
	Iteration 22Q: 3 clusters Score -430162.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -430203.000000 Penalty: 2671.805908
	Iteration 23Q: 3 clusters Score -430203 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -430241.093750 Penalty: 2671.805908
	Iteration 24Q: 3 clusters Score -430241.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -430287.187500 Penalty: 2671.805908
	Iteration 25Q: 3 clusters Score -430287.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -430337.250000 Penalty: 2671.805908
	Iteration 26Q: 3 clusters Score -430337.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -430376.062500 Penalty: 2671.805908
	Iteration 27Q: 3 clusters Score -430376.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -430413.187500 Penalty: 2671.805908
	Iteration 28Q: 3 clusters Score -430413.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -430450.593750 Penalty: 2671.805908
	Iteration 29Q: 3 clusters Score -430450.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -430487.812500 Penalty: 2671.805908
	Iteration 30Q: 3 clusters Score -430487.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -430530.093750 Penalty: 2671.805908
	Iteration 31Q: 3 clusters Score -430530.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -430567.531250 Penalty: 2671.805908
	Iteration 32Q: 3 clusters Score -430567.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -430607.781250 Penalty: 2671.805908
	Iteration 33Q: 3 clusters Score -430607.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -430632.968750 Penalty: 2671.805908
	Iteration 34Q: 3 clusters Score -430633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -430665.593750 Penalty: 2671.805908
	Iteration 35Q: 3 clusters Score -430665.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -430693.968750 Penalty: 2671.805908
	Iteration 36Q: 3 clusters Score -430694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -430717.562500 Penalty: 2671.805908
	Iteration 37Q: 3 clusters Score -430717.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -430735.093750 Penalty: 2671.805908
	Iteration 38Q: 3 clusters Score -430735.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -430746.218750 Penalty: 2671.805908
	Iteration 39Q: 3 clusters Score -430746.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -430757.218750 Penalty: 2671.805908
	Iteration 40F: 3 clusters Score -430757.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -430763.906250 Penalty: 2671.805908
	Iteration 41Q: 3 clusters Score -430763.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -430769.781250 Penalty: 2671.805908
	Iteration 42Q: 3 clusters Score -430769.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -430772.906250 Penalty: 2671.805908
	Iteration 43Q: 3 clusters Score -430772.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -430776.156250 Penalty: 2671.805908
	Iteration 44Q: 3 clusters Score -430776.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -430778.125000 Penalty: 2671.805908
	Iteration 45Q: 3 clusters Score -430778.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -430779.718750 Penalty: 2671.805908
	Iteration 46Q: 3 clusters Score -430779.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -430781.625000 Penalty: 2671.805908
	Iteration 47Q: 3 clusters Score -430781.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -430782.500000 Penalty: 2671.805908
	Iteration 48Q: 3 clusters Score -430782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -430784.125000 Penalty: 2671.805908
	Iteration 49Q: 3 clusters Score -430784.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -430786.312500 Penalty: 2671.805908
	Iteration 50Q: 3 clusters Score -430786.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -430790.843750 Penalty: 2671.805908
	Iteration 51Q: 3 clusters Score -430790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -430792.750000 Penalty: 2671.805908
	Iteration 52Q: 3 clusters Score -430792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -430793.531250 Penalty: 2671.805908
	Iteration 53Q: 3 clusters Score -430793.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -430794.187500 Penalty: 2671.805908
	Iteration 54Q: 3 clusters Score -430794.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -430793.937500 Penalty: 2671.805908
	Iteration 55Q: 3 clusters Score -430793.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -430794.562500 Penalty: 2671.805908
	Iteration 56Q: 3 clusters Score -430794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -430795.218750 Penalty: 2671.805908
	Iteration 57Q: 3 clusters Score -430795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -430796.875000 Penalty: 2671.805908
	Iteration 58Q: 3 clusters Score -430796.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -430797.812500 Penalty: 2671.805908
	Iteration 59Q: 3 clusters Score -430797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -430797.250000 Penalty: 2671.805908
	Iteration 60F: 3 clusters Score -430797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -430797.750000 Penalty: 2671.805908
	Iteration 61Q: 3 clusters Score -430797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -430797.937500 Penalty: 2671.805908
	Iteration 62Q: 3 clusters Score -430797.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -430797.937500 Penalty: 2671.805908
	Iteration 63F: 3 clusters Score -430797.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91368 members 
Entering Unmasked Estep 
Score: -10544281.000000 Penalty: 1856.180664
	Iteration 0F: 2 clusters Score -1.054428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -10484510.000000 Penalty: 3712.361328
	Iteration 0F: 3 clusters Score -1.048451e+07 nChanged 43653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -10509927.000000 Penalty: 3712.361328
	Iteration 1F: 3 clusters Score -1.050993e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -10510652.000000 Penalty: 3712.361328
	Iteration 2Q: 3 clusters Score -1.051065e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -10511648.000000 Penalty: 3712.361328
	Iteration 3Q: 3 clusters Score -1.051165e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -10513223.000000 Penalty: 3712.361328
	Iteration 4Q: 3 clusters Score -1.051322e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -10515917.000000 Penalty: 3712.361328
	Iteration 5F: 3 clusters Score -1.051592e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -10520562.000000 Penalty: 3712.361328
	Iteration 6F: 3 clusters Score -1.052056e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -10527207.000000 Penalty: 3712.361328
	Iteration 7F: 3 clusters Score -1.052721e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -10534274.000000 Penalty: 3712.361328
	Iteration 8F: 3 clusters Score -1.053427e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86309 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -10539235.000000 Penalty: 3712.361328
	Iteration 9F: 3 clusters Score -1.053924e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -10541534.000000 Penalty: 3712.361328
	Iteration 10Q: 3 clusters Score -1.054153e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -10542527.000000 Penalty: 3712.361328
	Iteration 11Q: 3 clusters Score -1.054253e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10542929.000000 Penalty: 3712.361328
	Iteration 12Q: 3 clusters Score -1.054293e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10543088.000000 Penalty: 3712.361328
	Iteration 13Q: 3 clusters Score -1.054309e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90363 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10543166.000000 Penalty: 3712.361328
	Iteration 14Q: 3 clusters Score -1.054317e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -10543180.000000 Penalty: 3712.361328
	Iteration 15Q: 3 clusters Score -1.054318e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -10543201.000000 Penalty: 3712.361328
	Iteration 16Q: 3 clusters Score -1.05432e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90427 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -10543205.000000 Penalty: 3712.361328
	Iteration 17Q: 3 clusters Score -1.05432e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90437 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10543207.000000 Penalty: 3712.361328
	Iteration 18Q: 3 clusters Score -1.054321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10543196.000000 Penalty: 3712.361328
	Iteration 19Q: 3 clusters Score -1.05432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90446 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10543198.000000 Penalty: 3712.361328
	Iteration 20F: 3 clusters Score -1.05432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10543200.000000 Penalty: 3712.361328
	Iteration 21Q: 3 clusters Score -1.05432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10543199.000000 Penalty: 3712.361328
	Iteration 22Q: 3 clusters Score -1.05432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10543202.000000 Penalty: 3712.361328
	Iteration 23Q: 3 clusters Score -1.05432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10543201.000000 Penalty: 3712.361328
	Iteration 24Q: 3 clusters Score -1.05432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90445 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10543206.000000 Penalty: 3712.361328
	Iteration 25Q: 3 clusters Score -1.054321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90445 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10543206.000000 Penalty: 3712.361328
	Iteration 26F: 3 clusters Score -1.054321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Entering Unmasked Estep 
Score: -1600222.125000 Penalty: 1548.759644
	Iteration 0F: 2 clusters Score -1600222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1590668.250000 Penalty: 3097.519287
	Iteration 0F: 3 clusters Score -1590668 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1593956.125000 Penalty: 3097.519287
	Iteration 1F: 3 clusters Score -1593956 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1594159.375000 Penalty: 3097.519287
	Iteration 2Q: 3 clusters Score -1594159 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1594341.375000 Penalty: 3097.519287
	Iteration 3Q: 3 clusters Score -1594341 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1594522.875000 Penalty: 3097.519287
	Iteration 4Q: 3 clusters Score -1594523 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1594738.625000 Penalty: 3097.519287
	Iteration 5Q: 3 clusters Score -1594739 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1595004.875000 Penalty: 3097.519287
	Iteration 6Q: 3 clusters Score -1595005 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1595341.875000 Penalty: 3097.519287
	Iteration 7Q: 3 clusters Score -1595342 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1595828.375000 Penalty: 3097.519287
	Iteration 8F: 3 clusters Score -1595828 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1596417.875000 Penalty: 3097.519287
	Iteration 9F: 3 clusters Score -1596418 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1597061.375000 Penalty: 3097.519287
	Iteration 10F: 3 clusters Score -1597061 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1597614.875000 Penalty: 3097.519287
	Iteration 11Q: 3 clusters Score -1597615 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1598054.125000 Penalty: 3097.519287
	Iteration 12Q: 3 clusters Score -1598054 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1598338.875000 Penalty: 3097.519287
	Iteration 13Q: 3 clusters Score -1598339 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1598520.875000 Penalty: 3097.519287
	Iteration 14Q: 3 clusters Score -1598521 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1598643.750000 Penalty: 3097.519287
	Iteration 15Q: 3 clusters Score -1598644 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1598718.000000 Penalty: 3097.519287
	Iteration 16Q: 3 clusters Score -1598718 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1598759.250000 Penalty: 3097.519287
	Iteration 17Q: 3 clusters Score -1598759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1598787.750000 Penalty: 3097.519287
	Iteration 18Q: 3 clusters Score -1598788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1598810.375000 Penalty: 3097.519287
	Iteration 19Q: 3 clusters Score -1598810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1598821.250000 Penalty: 3097.519287
	Iteration 20F: 3 clusters Score -1598821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1598830.000000 Penalty: 3097.519287
	Iteration 21Q: 3 clusters Score -1598830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1598833.250000 Penalty: 3097.519287
	Iteration 22Q: 3 clusters Score -1598833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1598835.875000 Penalty: 3097.519287
	Iteration 23Q: 3 clusters Score -1598836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1598836.875000 Penalty: 3097.519287
	Iteration 24Q: 3 clusters Score -1598837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1598838.500000 Penalty: 3097.519287
	Iteration 25Q: 3 clusters Score -1598838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1598839.000000 Penalty: 3097.519287
	Iteration 26Q: 3 clusters Score -1598839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1598838.250000 Penalty: 3097.519287
	Iteration 27Q: 3 clusters Score -1598838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1598842.000000 Penalty: 3097.519287
	Iteration 28Q: 3 clusters Score -1598842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1598842.625000 Penalty: 3097.519287
	Iteration 29Q: 3 clusters Score -1598843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1598842.750000 Penalty: 3097.519287
	Iteration 30Q: 3 clusters Score -1598843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1598842.750000 Penalty: 3097.519287
	Iteration 31F: 3 clusters Score -1598843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -43497.628906 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -43497.63 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 215 members 
Entering Unmasked Estep 
Score: -42555.558594 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -42555.56 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42747.601562 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -42747.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42793.648438 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -42793.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42814.886719 Penalty: 1973.739502
	Iteration 3Q: 3 clusters Score -42814.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42825.734375 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -42825.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42847.425781 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -42847.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42881.773438 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -42881.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42934.515625 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -42934.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42958.578125 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -42958.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42968.093750 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -42968.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42976.015625 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -42976.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42978.628906 Penalty: 1973.739502
	Iteration 11Q: 3 clusters Score -42978.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42980.421875 Penalty: 1973.739502
	Iteration 12Q: 3 clusters Score -42980.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42980.421875 Penalty: 1973.739502
	Iteration 13F: 3 clusters Score -42980.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1813433.750000 Penalty: 1569.544800
	Iteration 0F: 2 clusters Score -1813434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1802609.625000 Penalty: 3139.089600
	Iteration 0F: 3 clusters Score -1802610 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1806305.750000 Penalty: 3139.089600
	Iteration 1F: 3 clusters Score -1806306 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1806599.250000 Penalty: 3139.089600
	Iteration 2F: 3 clusters Score -1806599 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1806897.000000 Penalty: 3139.089600
	Iteration 3Q: 3 clusters Score -1806897 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1807264.250000 Penalty: 3139.089600
	Iteration 4Q: 3 clusters Score -1807264 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1807737.750000 Penalty: 3139.089600
	Iteration 5F: 3 clusters Score -1807738 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1808434.750000 Penalty: 3139.089600
	Iteration 6F: 3 clusters Score -1808435 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1809325.625000 Penalty: 3139.089600
	Iteration 7F: 3 clusters Score -1809326 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1810315.500000 Penalty: 3139.089600
	Iteration 8F: 3 clusters Score -1810316 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1811202.625000 Penalty: 3139.089600
	Iteration 9F: 3 clusters Score -1811203 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1811656.625000 Penalty: 3139.089600
	Iteration 10Q: 3 clusters Score -1811657 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1811861.625000 Penalty: 3139.089600
	Iteration 11Q: 3 clusters Score -1811862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1811951.625000 Penalty: 3139.089600
	Iteration 12Q: 3 clusters Score -1811952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1811995.500000 Penalty: 3139.089600
	Iteration 13Q: 3 clusters Score -1811996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1812014.375000 Penalty: 3139.089600
	Iteration 14Q: 3 clusters Score -1812014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1812027.375000 Penalty: 3139.089600
	Iteration 15Q: 3 clusters Score -1812027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1812047.125000 Penalty: 3139.089600
	Iteration 16Q: 3 clusters Score -1812047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1812054.625000 Penalty: 3139.089600
	Iteration 17Q: 3 clusters Score -1812055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1812058.625000 Penalty: 3139.089600
	Iteration 18Q: 3 clusters Score -1812059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1812059.750000 Penalty: 3139.089600
	Iteration 19Q: 3 clusters Score -1812060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1812066.500000 Penalty: 3139.089600
	Iteration 20F: 3 clusters Score -1812066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1812070.250000 Penalty: 3139.089600
	Iteration 21Q: 3 clusters Score -1812070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1812075.750000 Penalty: 3139.089600
	Iteration 22Q: 3 clusters Score -1812076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1812074.625000 Penalty: 3139.089600
	Iteration 23Q: 3 clusters Score -1812075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1812074.625000 Penalty: 3139.089600
	Iteration 24F: 3 clusters Score -1812075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Entering Unmasked Estep 
Score: -417071.375000 Penalty: 1334.056763
	Iteration 0F: 2 clusters Score -417071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -413929.718750 Penalty: 2668.113525
	Iteration 0F: 3 clusters Score -413929.7 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -414753.687500 Penalty: 2668.113525
	Iteration 1F: 3 clusters Score -414753.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -414965.906250 Penalty: 2668.113525
	Iteration 2F: 3 clusters Score -414965.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -415118.375000 Penalty: 2668.113525
	Iteration 3F: 3 clusters Score -415118.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -415242.812500 Penalty: 2668.113525
	Iteration 4Q: 3 clusters Score -415242.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -415345.656250 Penalty: 2668.113525
	Iteration 5Q: 3 clusters Score -415345.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -415433.031250 Penalty: 2668.113525
	Iteration 6Q: 3 clusters Score -415433 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -415512.093750 Penalty: 2668.113525
	Iteration 7Q: 3 clusters Score -415512.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -415575.906250 Penalty: 2668.113525
	Iteration 8Q: 3 clusters Score -415575.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -415623.218750 Penalty: 2668.113525
	Iteration 9Q: 3 clusters Score -415623.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -415647.531250 Penalty: 2668.113525
	Iteration 10Q: 3 clusters Score -415647.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -415664.593750 Penalty: 2668.113525
	Iteration 11Q: 3 clusters Score -415664.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -415689.531250 Penalty: 2668.113525
	Iteration 12Q: 3 clusters Score -415689.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -415717.812500 Penalty: 2668.113525
	Iteration 13Q: 3 clusters Score -415717.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -415739.906250 Penalty: 2668.113525
	Iteration 14Q: 3 clusters Score -415739.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -415755.937500 Penalty: 2668.113525
	Iteration 15Q: 3 clusters Score -415755.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -415768.937500 Penalty: 2668.113525
	Iteration 16Q: 3 clusters Score -415768.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -415781.812500 Penalty: 2668.113525
	Iteration 17Q: 3 clusters Score -415781.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -415794.937500 Penalty: 2668.113525
	Iteration 18Q: 3 clusters Score -415794.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -415808.781250 Penalty: 2668.113525
	Iteration 19Q: 3 clusters Score -415808.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -415821.625000 Penalty: 2668.113525
	Iteration 20F: 3 clusters Score -415821.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -415834.656250 Penalty: 2668.113525
	Iteration 21Q: 3 clusters Score -415834.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -415842.906250 Penalty: 2668.113525
	Iteration 22Q: 3 clusters Score -415842.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -415852.125000 Penalty: 2668.113525
	Iteration 23Q: 3 clusters Score -415852.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -415862.406250 Penalty: 2668.113525
	Iteration 24Q: 3 clusters Score -415862.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -415874.531250 Penalty: 2668.113525
	Iteration 25Q: 3 clusters Score -415874.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -415882.625000 Penalty: 2668.113525
	Iteration 26Q: 3 clusters Score -415882.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -415896.656250 Penalty: 2668.113525
	Iteration 27Q: 3 clusters Score -415896.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -415918.250000 Penalty: 2668.113525
	Iteration 28Q: 3 clusters Score -415918.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -415934.593750 Penalty: 2668.113525
	Iteration 29Q: 3 clusters Score -415934.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -415945.406250 Penalty: 2668.113525
	Iteration 30Q: 3 clusters Score -415945.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -415955.406250 Penalty: 2668.113525
	Iteration 31Q: 3 clusters Score -415955.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -415966.968750 Penalty: 2668.113525
	Iteration 32Q: 3 clusters Score -415967 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -415989.531250 Penalty: 2668.113525
	Iteration 33Q: 3 clusters Score -415989.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -415999.000000 Penalty: 2668.113525
	Iteration 34Q: 3 clusters Score -415999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -416012.343750 Penalty: 2668.113525
	Iteration 35Q: 3 clusters Score -416012.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -416025.906250 Penalty: 2668.113525
	Iteration 36Q: 3 clusters Score -416025.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -416040.406250 Penalty: 2668.113525
	Iteration 37Q: 3 clusters Score -416040.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -416052.968750 Penalty: 2668.113525
	Iteration 38Q: 3 clusters Score -416053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -416063.031250 Penalty: 2668.113525
	Iteration 39Q: 3 clusters Score -416063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -416070.562500 Penalty: 2668.113525
	Iteration 40F: 3 clusters Score -416070.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -416075.562500 Penalty: 2668.113525
	Iteration 41Q: 3 clusters Score -416075.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -416081.031250 Penalty: 2668.113525
	Iteration 42Q: 3 clusters Score -416081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -416084.687500 Penalty: 2668.113525
	Iteration 43Q: 3 clusters Score -416084.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -416087.625000 Penalty: 2668.113525
	Iteration 44Q: 3 clusters Score -416087.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -416091.375000 Penalty: 2668.113525
	Iteration 45Q: 3 clusters Score -416091.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -416093.468750 Penalty: 2668.113525
	Iteration 46Q: 3 clusters Score -416093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -416094.406250 Penalty: 2668.113525
	Iteration 47Q: 3 clusters Score -416094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -416094.531250 Penalty: 2668.113525
	Iteration 48Q: 3 clusters Score -416094.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -416095.375000 Penalty: 2668.113525
	Iteration 49Q: 3 clusters Score -416095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -416095.937500 Penalty: 2668.113525
	Iteration 50Q: 3 clusters Score -416095.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -416095.937500 Penalty: 2668.113525
	Iteration 51F: 3 clusters Score -416095.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (147545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147545 members 
Entering Unmasked Estep 
Score: -16735114.000000 Penalty: 1934.056885
	Iteration 0F: 2 clusters Score -1.673511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -16638398.000000 Penalty: 3868.113770
	Iteration 0F: 3 clusters Score -1.66384e+07 nChanged 71311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -16680631.000000 Penalty: 3868.113770
	Iteration 1F: 3 clusters Score -1.668063e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 77029 members 
Entering Unmasked Estep 
Score: -16682659.000000 Penalty: 3868.113770
	Iteration 2Q: 3 clusters Score -1.668266e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 78844 members 
Entering Unmasked Estep 
Score: -16685721.000000 Penalty: 3868.113770
	Iteration 3Q: 3 clusters Score -1.668572e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66241 members 
Mstep: Class 2 contains 81304 members 
Entering Unmasked Estep 
Score: -16690330.000000 Penalty: 3868.113770
	Iteration 4F: 3 clusters Score -1.669033e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 84495 members 
Entering Unmasked Estep 
Score: -16697231.000000 Penalty: 3868.113770
	Iteration 5F: 3 clusters Score -1.669723e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 87801 members 
Entering Unmasked Estep 
Score: -16705421.000000 Penalty: 3868.113770
	Iteration 6F: 3 clusters Score -1.670542e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -16712733.000000 Penalty: 3868.113770
	Iteration 7F: 3 clusters Score -1.671273e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 92549 members 
Entering Unmasked Estep 
Score: -16717472.000000 Penalty: 3868.113770
	Iteration 8F: 3 clusters Score -1.671747e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 94259 members 
Entering Unmasked Estep 
Score: -16720109.000000 Penalty: 3868.113770
	Iteration 9Q: 3 clusters Score -1.672011e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -16721757.000000 Penalty: 3868.113770
	Iteration 10Q: 3 clusters Score -1.672176e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 98294 members 
Entering Unmasked Estep 
Score: -16722810.000000 Penalty: 3868.113770
	Iteration 11Q: 3 clusters Score -1.672281e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -16723738.000000 Penalty: 3868.113770
	Iteration 12Q: 3 clusters Score -1.672374e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 102522 members 
Entering Unmasked Estep 
Score: -16724413.000000 Penalty: 3868.113770
	Iteration 13Q: 3 clusters Score -1.672441e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 104692 members 
Entering Unmasked Estep 
Score: -16725023.000000 Penalty: 3868.113770
	Iteration 14Q: 3 clusters Score -1.672502e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -16725668.000000 Penalty: 3868.113770
	Iteration 15Q: 3 clusters Score -1.672567e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 109130 members 
Entering Unmasked Estep 
Score: -16726157.000000 Penalty: 3868.113770
	Iteration 16Q: 3 clusters Score -1.672616e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 111366 members 
Entering Unmasked Estep 
Score: -16726700.000000 Penalty: 3868.113770
	Iteration 17Q: 3 clusters Score -1.67267e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 113627 members 
Entering Unmasked Estep 
Score: -16727162.000000 Penalty: 3868.113770
	Iteration 18Q: 3 clusters Score -1.672716e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 115761 members 
Entering Unmasked Estep 
Score: -16727425.000000 Penalty: 3868.113770
	Iteration 19Q: 3 clusters Score -1.672742e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 117746 members 
Entering Unmasked Estep 
Score: -16727896.000000 Penalty: 3868.113770
	Iteration 20F: 3 clusters Score -1.67279e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 119738 members 
Entering Unmasked Estep 
Score: -16728307.000000 Penalty: 3868.113770
	Iteration 21Q: 3 clusters Score -1.672831e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 121662 members 
Entering Unmasked Estep 
Score: -16728606.000000 Penalty: 3868.113770
	Iteration 22Q: 3 clusters Score -1.672861e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 123419 members 
Entering Unmasked Estep 
Score: -16728982.000000 Penalty: 3868.113770
	Iteration 23Q: 3 clusters Score -1.672898e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 125080 members 
Entering Unmasked Estep 
Score: -16729292.000000 Penalty: 3868.113770
	Iteration 24Q: 3 clusters Score -1.672929e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 126697 members 
Entering Unmasked Estep 
Score: -16729573.000000 Penalty: 3868.113770
	Iteration 25Q: 3 clusters Score -1.672957e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 128176 members 
Entering Unmasked Estep 
Score: -16729951.000000 Penalty: 3868.113770
	Iteration 26Q: 3 clusters Score -1.672995e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 129569 members 
Entering Unmasked Estep 
Score: -16730373.000000 Penalty: 3868.113770
	Iteration 27Q: 3 clusters Score -1.673037e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 130823 members 
Entering Unmasked Estep 
Score: -16730599.000000 Penalty: 3868.113770
	Iteration 28Q: 3 clusters Score -1.67306e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 131984 members 
Entering Unmasked Estep 
Score: -16730894.000000 Penalty: 3868.113770
	Iteration 29Q: 3 clusters Score -1.673089e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 133052 members 
Entering Unmasked Estep 
Score: -16731036.000000 Penalty: 3868.113770
	Iteration 30Q: 3 clusters Score -1.673104e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 133987 members 
Entering Unmasked Estep 
Score: -16731186.000000 Penalty: 3868.113770
	Iteration 31Q: 3 clusters Score -1.673119e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 134824 members 
Entering Unmasked Estep 
Score: -16731324.000000 Penalty: 3868.113770
	Iteration 32Q: 3 clusters Score -1.673132e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 135572 members 
Entering Unmasked Estep 
Score: -16731400.000000 Penalty: 3868.113770
	Iteration 33Q: 3 clusters Score -1.67314e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 136241 members 
Entering Unmasked Estep 
Score: -16731523.000000 Penalty: 3868.113770
	Iteration 34Q: 3 clusters Score -1.673152e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 136863 members 
Entering Unmasked Estep 
Score: -16731616.000000 Penalty: 3868.113770
	Iteration 35Q: 3 clusters Score -1.673162e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 137471 members 
Entering Unmasked Estep 
Score: -16731733.000000 Penalty: 3868.113770
	Iteration 36Q: 3 clusters Score -1.673173e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 138083 members 
Entering Unmasked Estep 
Score: -16731862.000000 Penalty: 3868.113770
	Iteration 37Q: 3 clusters Score -1.673186e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 138672 members 
Entering Unmasked Estep 
Score: -16731960.000000 Penalty: 3868.113770
	Iteration 38Q: 3 clusters Score -1.673196e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 139186 members 
Entering Unmasked Estep 
Score: -16732151.000000 Penalty: 3868.113770
	Iteration 39Q: 3 clusters Score -1.673215e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 139649 members 
Entering Unmasked Estep 
Score: -16732229.000000 Penalty: 3868.113770
	Iteration 40F: 3 clusters Score -1.673223e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 140121 members 
Entering Unmasked Estep 
Score: -16732339.000000 Penalty: 3868.113770
	Iteration 41Q: 3 clusters Score -1.673234e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 140521 members 
Entering Unmasked Estep 
Score: -16732412.000000 Penalty: 3868.113770
	Iteration 42Q: 3 clusters Score -1.673241e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 140902 members 
Entering Unmasked Estep 
Score: -16732498.000000 Penalty: 3868.113770
	Iteration 43Q: 3 clusters Score -1.67325e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 141269 members 
Entering Unmasked Estep 
Score: -16732545.000000 Penalty: 3868.113770
	Iteration 44Q: 3 clusters Score -1.673254e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 141615 members 
Entering Unmasked Estep 
Score: -16732662.000000 Penalty: 3868.113770
	Iteration 45Q: 3 clusters Score -1.673266e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 141952 members 
Entering Unmasked Estep 
Score: -16732741.000000 Penalty: 3868.113770
	Iteration 46Q: 3 clusters Score -1.673274e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 142275 members 
Entering Unmasked Estep 
Score: -16732775.000000 Penalty: 3868.113770
	Iteration 47Q: 3 clusters Score -1.673278e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 142583 members 
Entering Unmasked Estep 
Score: -16732820.000000 Penalty: 3868.113770
	Iteration 48Q: 3 clusters Score -1.673282e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 142872 members 
Entering Unmasked Estep 
Score: -16732884.000000 Penalty: 3868.113770
	Iteration 49Q: 3 clusters Score -1.673288e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 143168 members 
Entering Unmasked Estep 
Score: -16732929.000000 Penalty: 3868.113770
	Iteration 50Q: 3 clusters Score -1.673293e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 143430 members 
Entering Unmasked Estep 
Score: -16733001.000000 Penalty: 3868.113770
	Iteration 51Q: 3 clusters Score -1.6733e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 143649 members 
Entering Unmasked Estep 
Score: -16732993.000000 Penalty: 3868.113770
	Iteration 52Q: 3 clusters Score -1.673299e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 143848 members 
Entering Unmasked Estep 
Score: -16733034.000000 Penalty: 3868.113770
	Iteration 53Q: 3 clusters Score -1.673303e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 144041 members 
Entering Unmasked Estep 
Score: -16733063.000000 Penalty: 3868.113770
	Iteration 54Q: 3 clusters Score -1.673306e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 144216 members 
Entering Unmasked Estep 
Score: -16733077.000000 Penalty: 3868.113770
	Iteration 55Q: 3 clusters Score -1.673308e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 144393 members 
Entering Unmasked Estep 
Score: -16733172.000000 Penalty: 3868.113770
	Iteration 56Q: 3 clusters Score -1.673317e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 144555 members 
Entering Unmasked Estep 
Score: -16733207.000000 Penalty: 3868.113770
	Iteration 57Q: 3 clusters Score -1.673321e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 144701 members 
Entering Unmasked Estep 
Score: -16733257.000000 Penalty: 3868.113770
	Iteration 58Q: 3 clusters Score -1.673326e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 144854 members 
Entering Unmasked Estep 
Score: -16733289.000000 Penalty: 3868.113770
	Iteration 59Q: 3 clusters Score -1.673329e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 145003 members 
Entering Unmasked Estep 
Score: -16733320.000000 Penalty: 3868.113770
	Iteration 60F: 3 clusters Score -1.673332e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 145161 members 
Entering Unmasked Estep 
Score: -16733383.000000 Penalty: 3868.113770
	Iteration 61Q: 3 clusters Score -1.673338e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 145313 members 
Entering Unmasked Estep 
Score: -16733431.000000 Penalty: 3868.113770
	Iteration 62Q: 3 clusters Score -1.673343e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 145436 members 
Entering Unmasked Estep 
Score: -16733410.000000 Penalty: 3868.113770
	Iteration 63Q: 3 clusters Score -1.673341e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 145558 members 
Entering Unmasked Estep 
Score: -16733419.000000 Penalty: 3868.113770
	Iteration 64Q: 3 clusters Score -1.673342e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 145658 members 
Entering Unmasked Estep 
Score: -16733457.000000 Penalty: 3868.113770
	Iteration 65Q: 3 clusters Score -1.673346e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 145748 members 
Entering Unmasked Estep 
Score: -16733453.000000 Penalty: 3868.113770
	Iteration 66Q: 3 clusters Score -1.673345e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 145833 members 
Entering Unmasked Estep 
Score: -16733478.000000 Penalty: 3868.113770
	Iteration 67Q: 3 clusters Score -1.673348e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 145921 members 
Entering Unmasked Estep 
Score: -16733495.000000 Penalty: 3868.113770
	Iteration 68Q: 3 clusters Score -1.67335e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 146008 members 
Entering Unmasked Estep 
Score: -16733507.000000 Penalty: 3868.113770
	Iteration 69Q: 3 clusters Score -1.673351e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 146089 members 
Entering Unmasked Estep 
Score: -16733526.000000 Penalty: 3868.113770
	Iteration 70Q: 3 clusters Score -1.673353e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 146149 members 
Entering Unmasked Estep 
Score: -16733549.000000 Penalty: 3868.113770
	Iteration 71Q: 3 clusters Score -1.673355e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 146211 members 
Entering Unmasked Estep 
Score: -16733584.000000 Penalty: 3868.113770
	Iteration 72Q: 3 clusters Score -1.673358e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 146263 members 
Entering Unmasked Estep 
Score: -16733592.000000 Penalty: 3868.113770
	Iteration 73Q: 3 clusters Score -1.673359e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 146305 members 
Entering Unmasked Estep 
Score: -16733592.000000 Penalty: 3868.113770
	Iteration 74Q: 3 clusters Score -1.673359e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 146346 members 
Entering Unmasked Estep 
Score: -16733599.000000 Penalty: 3868.113770
	Iteration 75Q: 3 clusters Score -1.67336e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 146384 members 
Entering Unmasked Estep 
Score: -16733605.000000 Penalty: 3868.113770
	Iteration 76Q: 3 clusters Score -1.67336e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 146430 members 
Entering Unmasked Estep 
Score: -16733596.000000 Penalty: 3868.113770
	Iteration 77Q: 3 clusters Score -1.67336e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 146465 members 
Entering Unmasked Estep 
Score: -16733606.000000 Penalty: 3868.113770
	Iteration 78Q: 3 clusters Score -1.673361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 146491 members 
Entering Unmasked Estep 
Score: -16733613.000000 Penalty: 3868.113770
	Iteration 79Q: 3 clusters Score -1.673361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 146519 members 
Entering Unmasked Estep 
Score: -16733606.000000 Penalty: 3868.113770
	Iteration 80F: 3 clusters Score -1.673361e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 146548 members 
Entering Unmasked Estep 
Score: -16733604.000000 Penalty: 3868.113770
	Iteration 81Q: 3 clusters Score -1.67336e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 146579 members 
Entering Unmasked Estep 
Score: -16733605.000000 Penalty: 3868.113770
	Iteration 82Q: 3 clusters Score -1.67336e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 146605 members 
Entering Unmasked Estep 
Score: -16733601.000000 Penalty: 3868.113770
	Iteration 83Q: 3 clusters Score -1.67336e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 146631 members 
Entering Unmasked Estep 
Score: -16733607.000000 Penalty: 3868.113770
	Iteration 84Q: 3 clusters Score -1.673361e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 146658 members 
Entering Unmasked Estep 
Score: -16733616.000000 Penalty: 3868.113770
	Iteration 85Q: 3 clusters Score -1.673362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 146677 members 
Entering Unmasked Estep 
Score: -16733630.000000 Penalty: 3868.113770
	Iteration 86Q: 3 clusters Score -1.673363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 146692 members 
Entering Unmasked Estep 
Score: -16733624.000000 Penalty: 3868.113770
	Iteration 87Q: 3 clusters Score -1.673362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 146703 members 
Entering Unmasked Estep 
Score: -16733622.000000 Penalty: 3868.113770
	Iteration 88Q: 3 clusters Score -1.673362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 146713 members 
Entering Unmasked Estep 
Score: -16733635.000000 Penalty: 3868.113770
	Iteration 89Q: 3 clusters Score -1.673364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 146720 members 
Entering Unmasked Estep 
Score: -16733651.000000 Penalty: 3868.113770
	Iteration 90Q: 3 clusters Score -1.673365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 146726 members 
Entering Unmasked Estep 
Score: -16733647.000000 Penalty: 3868.113770
	Iteration 91Q: 3 clusters Score -1.673365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 146733 members 
Entering Unmasked Estep 
Score: -16733647.000000 Penalty: 3868.113770
	Iteration 92Q: 3 clusters Score -1.673365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 146738 members 
Entering Unmasked Estep 
Score: -16733659.000000 Penalty: 3868.113770
	Iteration 93Q: 3 clusters Score -1.673366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 146744 members 
Entering Unmasked Estep 
Score: -16733655.000000 Penalty: 3868.113770
	Iteration 94Q: 3 clusters Score -1.673366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 146752 members 
Entering Unmasked Estep 
Score: -16733641.000000 Penalty: 3868.113770
	Iteration 95Q: 3 clusters Score -1.673364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 146768 members 
Entering Unmasked Estep 
Score: -16733649.000000 Penalty: 3868.113770
	Iteration 96Q: 3 clusters Score -1.673365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 146773 members 
Entering Unmasked Estep 
Score: -16733647.000000 Penalty: 3868.113770
	Iteration 97Q: 3 clusters Score -1.673365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 146786 members 
Entering Unmasked Estep 
Score: -16733666.000000 Penalty: 3868.113770
	Iteration 98Q: 3 clusters Score -1.673367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 146793 members 
Entering Unmasked Estep 
Score: -16733662.000000 Penalty: 3868.113770
	Iteration 99Q: 3 clusters Score -1.673366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 146800 members 
Entering Unmasked Estep 
Score: -16733662.000000 Penalty: 3868.113770
	Iteration 100F: 3 clusters Score -1.673366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 146811 members 
Entering Unmasked Estep 
Score: -16733659.000000 Penalty: 3868.113770
	Iteration 101Q: 3 clusters Score -1.673366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 146818 members 
Entering Unmasked Estep 
Score: -16733660.000000 Penalty: 3868.113770
	Iteration 102Q: 3 clusters Score -1.673366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 146824 members 
Entering Unmasked Estep 
Score: -16733667.000000 Penalty: 3868.113770
	Iteration 103Q: 3 clusters Score -1.673367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 146828 members 
Entering Unmasked Estep 
Score: -16733673.000000 Penalty: 3868.113770
	Iteration 104Q: 3 clusters Score -1.673367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 146833 members 
Entering Unmasked Estep 
Score: -16733678.000000 Penalty: 3868.113770
	Iteration 105Q: 3 clusters Score -1.673368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 146838 members 
Entering Unmasked Estep 
Score: -16733668.000000 Penalty: 3868.113770
	Iteration 106Q: 3 clusters Score -1.673367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 146845 members 
Entering Unmasked Estep 
Score: -16733680.000000 Penalty: 3868.113770
	Iteration 107Q: 3 clusters Score -1.673368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 146850 members 
Entering Unmasked Estep 
Score: -16733680.000000 Penalty: 3868.113770
	Iteration 108Q: 3 clusters Score -1.673368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 146852 members 
Entering Unmasked Estep 
Score: -16733678.000000 Penalty: 3868.113770
	Iteration 109Q: 3 clusters Score -1.673368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 146852 members 
Entering Unmasked Estep 
Score: -16733678.000000 Penalty: 3868.113770
	Iteration 110F: 3 clusters Score -1.673368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Entering Unmasked Estep 
Score: -349491.218750 Penalty: 1301.791382
	Iteration 0F: 2 clusters Score -349491.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -346748.562500 Penalty: 2603.582764
	Iteration 0F: 3 clusters Score -346748.6 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -347407.250000 Penalty: 2603.582764
	Iteration 1F: 3 clusters Score -347407.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -347522.062500 Penalty: 2603.582764
	Iteration 2F: 3 clusters Score -347522.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -347578.156250 Penalty: 2603.582764
	Iteration 3Q: 3 clusters Score -347578.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -347617.906250 Penalty: 2603.582764
	Iteration 4Q: 3 clusters Score -347617.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -347649.593750 Penalty: 2603.582764
	Iteration 5Q: 3 clusters Score -347649.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -347667.687500 Penalty: 2603.582764
	Iteration 6Q: 3 clusters Score -347667.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -347684.468750 Penalty: 2603.582764
	Iteration 7Q: 3 clusters Score -347684.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -347699.375000 Penalty: 2603.582764
	Iteration 8Q: 3 clusters Score -347699.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -347710.093750 Penalty: 2603.582764
	Iteration 9Q: 3 clusters Score -347710.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -347723.062500 Penalty: 2603.582764
	Iteration 10Q: 3 clusters Score -347723.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -347734.156250 Penalty: 2603.582764
	Iteration 11Q: 3 clusters Score -347734.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -347749.531250 Penalty: 2603.582764
	Iteration 12Q: 3 clusters Score -347749.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -347766.312500 Penalty: 2603.582764
	Iteration 13Q: 3 clusters Score -347766.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -347786.218750 Penalty: 2603.582764
	Iteration 14Q: 3 clusters Score -347786.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -347806.312500 Penalty: 2603.582764
	Iteration 15Q: 3 clusters Score -347806.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -347829.000000 Penalty: 2603.582764
	Iteration 16Q: 3 clusters Score -347829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -347841.062500 Penalty: 2603.582764
	Iteration 17Q: 3 clusters Score -347841.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -347851.281250 Penalty: 2603.582764
	Iteration 18Q: 3 clusters Score -347851.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -347859.937500 Penalty: 2603.582764
	Iteration 19Q: 3 clusters Score -347859.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -347869.468750 Penalty: 2603.582764
	Iteration 20F: 3 clusters Score -347869.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -347877.718750 Penalty: 2603.582764
	Iteration 21Q: 3 clusters Score -347877.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -347887.406250 Penalty: 2603.582764
	Iteration 22Q: 3 clusters Score -347887.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -347896.468750 Penalty: 2603.582764
	Iteration 23Q: 3 clusters Score -347896.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -347906.468750 Penalty: 2603.582764
	Iteration 24Q: 3 clusters Score -347906.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -347916.500000 Penalty: 2603.582764
	Iteration 25Q: 3 clusters Score -347916.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -347925.750000 Penalty: 2603.582764
	Iteration 26Q: 3 clusters Score -347925.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -347933.000000 Penalty: 2603.582764
	Iteration 27Q: 3 clusters Score -347933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -347941.656250 Penalty: 2603.582764
	Iteration 28Q: 3 clusters Score -347941.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -347947.281250 Penalty: 2603.582764
	Iteration 29Q: 3 clusters Score -347947.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -347948.812500 Penalty: 2603.582764
	Iteration 30Q: 3 clusters Score -347948.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -347952.093750 Penalty: 2603.582764
	Iteration 31Q: 3 clusters Score -347952.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -347957.781250 Penalty: 2603.582764
	Iteration 32Q: 3 clusters Score -347957.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -347960.343750 Penalty: 2603.582764
	Iteration 33Q: 3 clusters Score -347960.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -347961.656250 Penalty: 2603.582764
	Iteration 34Q: 3 clusters Score -347961.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -347963.125000 Penalty: 2603.582764
	Iteration 35Q: 3 clusters Score -347963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -347966.937500 Penalty: 2603.582764
	Iteration 36Q: 3 clusters Score -347966.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -347967.968750 Penalty: 2603.582764
	Iteration 37Q: 3 clusters Score -347968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -347971.531250 Penalty: 2603.582764
	Iteration 38Q: 3 clusters Score -347971.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -347976.156250 Penalty: 2603.582764
	Iteration 39Q: 3 clusters Score -347976.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -347985.156250 Penalty: 2603.582764
	Iteration 40F: 3 clusters Score -347985.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -347992.218750 Penalty: 2603.582764
	Iteration 41Q: 3 clusters Score -347992.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -347998.218750 Penalty: 2603.582764
	Iteration 42Q: 3 clusters Score -347998.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -348003.750000 Penalty: 2603.582764
	Iteration 43Q: 3 clusters Score -348003.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -348011.031250 Penalty: 2603.582764
	Iteration 44Q: 3 clusters Score -348011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -348017.312500 Penalty: 2603.582764
	Iteration 45Q: 3 clusters Score -348017.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -348025.656250 Penalty: 2603.582764
	Iteration 46Q: 3 clusters Score -348025.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -348034.562500 Penalty: 2603.582764
	Iteration 47Q: 3 clusters Score -348034.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -348039.000000 Penalty: 2603.582764
	Iteration 48Q: 3 clusters Score -348039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -348044.562500 Penalty: 2603.582764
	Iteration 49Q: 3 clusters Score -348044.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -348051.250000 Penalty: 2603.582764
	Iteration 50Q: 3 clusters Score -348051.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -348055.812500 Penalty: 2603.582764
	Iteration 51Q: 3 clusters Score -348055.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -348060.375000 Penalty: 2603.582764
	Iteration 52Q: 3 clusters Score -348060.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -348065.125000 Penalty: 2603.582764
	Iteration 53Q: 3 clusters Score -348065.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -348072.031250 Penalty: 2603.582764
	Iteration 54Q: 3 clusters Score -348072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -348082.250000 Penalty: 2603.582764
	Iteration 55Q: 3 clusters Score -348082.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -348090.031250 Penalty: 2603.582764
	Iteration 56Q: 3 clusters Score -348090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -348094.593750 Penalty: 2603.582764
	Iteration 57Q: 3 clusters Score -348094.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -348100.625000 Penalty: 2603.582764
	Iteration 58Q: 3 clusters Score -348100.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -348106.562500 Penalty: 2603.582764
	Iteration 59Q: 3 clusters Score -348106.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -348112.187500 Penalty: 2603.582764
	Iteration 60F: 3 clusters Score -348112.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -348117.218750 Penalty: 2603.582764
	Iteration 61Q: 3 clusters Score -348117.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -348123.937500 Penalty: 2603.582764
	Iteration 62Q: 3 clusters Score -348123.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -348130.625000 Penalty: 2603.582764
	Iteration 63Q: 3 clusters Score -348130.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -348137.843750 Penalty: 2603.582764
	Iteration 64Q: 3 clusters Score -348137.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -348144.843750 Penalty: 2603.582764
	Iteration 65Q: 3 clusters Score -348144.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -348151.125000 Penalty: 2603.582764
	Iteration 66Q: 3 clusters Score -348151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -348156.562500 Penalty: 2603.582764
	Iteration 67Q: 3 clusters Score -348156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -348162.937500 Penalty: 2603.582764
	Iteration 68Q: 3 clusters Score -348162.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -348165.406250 Penalty: 2603.582764
	Iteration 69Q: 3 clusters Score -348165.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -348167.656250 Penalty: 2603.582764
	Iteration 70Q: 3 clusters Score -348167.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -348170.375000 Penalty: 2603.582764
	Iteration 71Q: 3 clusters Score -348170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -348172.250000 Penalty: 2603.582764
	Iteration 72Q: 3 clusters Score -348172.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -348174.968750 Penalty: 2603.582764
	Iteration 73Q: 3 clusters Score -348175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -348177.375000 Penalty: 2603.582764
	Iteration 74Q: 3 clusters Score -348177.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -348183.906250 Penalty: 2603.582764
	Iteration 75Q: 3 clusters Score -348183.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -348191.500000 Penalty: 2603.582764
	Iteration 76Q: 3 clusters Score -348191.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -348204.312500 Penalty: 2603.582764
	Iteration 77Q: 3 clusters Score -348204.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -348214.281250 Penalty: 2603.582764
	Iteration 78Q: 3 clusters Score -348214.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -348229.843750 Penalty: 2603.582764
	Iteration 79Q: 3 clusters Score -348229.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -348246.406250 Penalty: 2603.582764
	Iteration 80F: 3 clusters Score -348246.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -348259.031250 Penalty: 2603.582764
	Iteration 81Q: 3 clusters Score -348259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -348266.937500 Penalty: 2603.582764
	Iteration 82Q: 3 clusters Score -348266.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -348272.281250 Penalty: 2603.582764
	Iteration 83Q: 3 clusters Score -348272.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -348285.500000 Penalty: 2603.582764
	Iteration 84Q: 3 clusters Score -348285.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -348290.937500 Penalty: 2603.582764
	Iteration 85Q: 3 clusters Score -348290.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -348294.250000 Penalty: 2603.582764
	Iteration 86Q: 3 clusters Score -348294.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -348297.687500 Penalty: 2603.582764
	Iteration 87Q: 3 clusters Score -348297.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -348300.343750 Penalty: 2603.582764
	Iteration 88Q: 3 clusters Score -348300.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -348302.781250 Penalty: 2603.582764
	Iteration 89Q: 3 clusters Score -348302.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -348304.500000 Penalty: 2603.582764
	Iteration 90Q: 3 clusters Score -348304.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -348307.687500 Penalty: 2603.582764
	Iteration 91Q: 3 clusters Score -348307.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -348310.593750 Penalty: 2603.582764
	Iteration 92Q: 3 clusters Score -348310.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -348317.750000 Penalty: 2603.582764
	Iteration 93Q: 3 clusters Score -348317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -348321.750000 Penalty: 2603.582764
	Iteration 94Q: 3 clusters Score -348321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -348329.250000 Penalty: 2603.582764
	Iteration 95Q: 3 clusters Score -348329.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -348332.906250 Penalty: 2603.582764
	Iteration 96Q: 3 clusters Score -348332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -348334.187500 Penalty: 2603.582764
	Iteration 97Q: 3 clusters Score -348334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -348334.406250 Penalty: 2603.582764
	Iteration 98Q: 3 clusters Score -348334.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -348334.406250 Penalty: 2603.582764
	Iteration 99F: 3 clusters Score -348334.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Entering Unmasked Estep 
Score: -8027809.000000 Penalty: 1810.002930
	Iteration 0F: 2 clusters Score -8027809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -7981800.000000 Penalty: 3620.005859
	Iteration 0F: 3 clusters Score -7981800 nChanged 32602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -8000238.000000 Penalty: 3620.005859
	Iteration 1F: 3 clusters Score -8000238 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -8000608.000000 Penalty: 3620.005859
	Iteration 2Q: 3 clusters Score -8000608 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -8000905.500000 Penalty: 3620.005859
	Iteration 3Q: 3 clusters Score -8000906 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -8001274.500000 Penalty: 3620.005859
	Iteration 4Q: 3 clusters Score -8001274 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -8001612.500000 Penalty: 3620.005859
	Iteration 5Q: 3 clusters Score -8001612 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -8002028.000000 Penalty: 3620.005859
	Iteration 6Q: 3 clusters Score -8002028 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -8002706.000000 Penalty: 3620.005859
	Iteration 7Q: 3 clusters Score -8002706 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -8003824.500000 Penalty: 3620.005859
	Iteration 8Q: 3 clusters Score -8003824 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -8005800.000000 Penalty: 3620.005859
	Iteration 9F: 3 clusters Score -8005800 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -8008948.000000 Penalty: 3620.005859
	Iteration 10F: 3 clusters Score -8008948 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -8013209.000000 Penalty: 3620.005859
	Iteration 11F: 3 clusters Score -8013209 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -8017831.500000 Penalty: 3620.005859
	Iteration 12F: 3 clusters Score -8017832 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -8021753.500000 Penalty: 3620.005859
	Iteration 13F: 3 clusters Score -8021754 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8024159.000000 Penalty: 3620.005859
	Iteration 14Q: 3 clusters Score -8024159 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8025333.500000 Penalty: 3620.005859
	Iteration 15Q: 3 clusters Score -8025334 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68249 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8025836.500000 Penalty: 3620.005859
	Iteration 16Q: 3 clusters Score -8025836 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8026016.500000 Penalty: 3620.005859
	Iteration 17Q: 3 clusters Score -8026016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8026104.000000 Penalty: 3620.005859
	Iteration 18Q: 3 clusters Score -8026104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68538 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8026148.500000 Penalty: 3620.005859
	Iteration 19Q: 3 clusters Score -8026148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68559 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8026189.500000 Penalty: 3620.005859
	Iteration 20F: 3 clusters Score -8026190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8026211.500000 Penalty: 3620.005859
	Iteration 21Q: 3 clusters Score -8026212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8026227.500000 Penalty: 3620.005859
	Iteration 22Q: 3 clusters Score -8026228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8026235.000000 Penalty: 3620.005859
	Iteration 23Q: 3 clusters Score -8026235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8026240.000000 Penalty: 3620.005859
	Iteration 24Q: 3 clusters Score -8026240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8026237.000000 Penalty: 3620.005859
	Iteration 25Q: 3 clusters Score -8026237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8026238.500000 Penalty: 3620.005859
	Iteration 26Q: 3 clusters Score -8026238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8026238.500000 Penalty: 3620.005859
	Iteration 27F: 3 clusters Score -8026238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -648217.187500 Penalty: 1401.616089
	Iteration 0F: 2 clusters Score -648217.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -643849.562500 Penalty: 2803.232178
	Iteration 0F: 3 clusters Score -643849.6 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -645012.437500 Penalty: 2803.232178
	Iteration 1F: 3 clusters Score -645012.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -645178.187500 Penalty: 2803.232178
	Iteration 2F: 3 clusters Score -645178.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -645305.875000 Penalty: 2803.232178
	Iteration 3Q: 3 clusters Score -645305.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -645454.562500 Penalty: 2803.232178
	Iteration 4Q: 3 clusters Score -645454.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -645616.625000 Penalty: 2803.232178
	Iteration 5Q: 3 clusters Score -645616.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -645765.937500 Penalty: 2803.232178
	Iteration 6Q: 3 clusters Score -645765.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -645905.750000 Penalty: 2803.232178
	Iteration 7Q: 3 clusters Score -645905.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -646065.375000 Penalty: 2803.232178
	Iteration 8Q: 3 clusters Score -646065.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -646217.875000 Penalty: 2803.232178
	Iteration 9Q: 3 clusters Score -646217.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -646370.437500 Penalty: 2803.232178
	Iteration 10Q: 3 clusters Score -646370.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -646526.062500 Penalty: 2803.232178
	Iteration 11Q: 3 clusters Score -646526.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -646655.125000 Penalty: 2803.232178
	Iteration 12Q: 3 clusters Score -646655.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -646773.625000 Penalty: 2803.232178
	Iteration 13Q: 3 clusters Score -646773.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -646874.187500 Penalty: 2803.232178
	Iteration 14Q: 3 clusters Score -646874.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -646956.562500 Penalty: 2803.232178
	Iteration 15Q: 3 clusters Score -646956.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -647028.562500 Penalty: 2803.232178
	Iteration 16Q: 3 clusters Score -647028.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -647079.312500 Penalty: 2803.232178
	Iteration 17Q: 3 clusters Score -647079.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -647116.625000 Penalty: 2803.232178
	Iteration 18Q: 3 clusters Score -647116.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -647152.437500 Penalty: 2803.232178
	Iteration 19Q: 3 clusters Score -647152.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -647172.312500 Penalty: 2803.232178
	Iteration 20F: 3 clusters Score -647172.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -647183.437500 Penalty: 2803.232178
	Iteration 21Q: 3 clusters Score -647183.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -647188.437500 Penalty: 2803.232178
	Iteration 22Q: 3 clusters Score -647188.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -647190.625000 Penalty: 2803.232178
	Iteration 23Q: 3 clusters Score -647190.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -647195.687500 Penalty: 2803.232178
	Iteration 24Q: 3 clusters Score -647195.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -647201.000000 Penalty: 2803.232178
	Iteration 25Q: 3 clusters Score -647201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -647206.812500 Penalty: 2803.232178
	Iteration 26Q: 3 clusters Score -647206.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -647211.812500 Penalty: 2803.232178
	Iteration 27Q: 3 clusters Score -647211.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -647213.125000 Penalty: 2803.232178
	Iteration 28Q: 3 clusters Score -647213.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -647216.375000 Penalty: 2803.232178
	Iteration 29Q: 3 clusters Score -647216.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -647223.125000 Penalty: 2803.232178
	Iteration 30Q: 3 clusters Score -647223.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -647230.687500 Penalty: 2803.232178
	Iteration 31Q: 3 clusters Score -647230.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -647232.687500 Penalty: 2803.232178
	Iteration 32Q: 3 clusters Score -647232.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -647236.937500 Penalty: 2803.232178
	Iteration 33Q: 3 clusters Score -647236.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -647238.875000 Penalty: 2803.232178
	Iteration 34Q: 3 clusters Score -647238.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -647240.625000 Penalty: 2803.232178
	Iteration 35Q: 3 clusters Score -647240.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -647240.875000 Penalty: 2803.232178
	Iteration 36Q: 3 clusters Score -647240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -647243.250000 Penalty: 2803.232178
	Iteration 37Q: 3 clusters Score -647243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -647242.875000 Penalty: 2803.232178
	Iteration 38Q: 3 clusters Score -647242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -647242.375000 Penalty: 2803.232178
	Iteration 39Q: 3 clusters Score -647242.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -647244.062500 Penalty: 2803.232178
	Iteration 40F: 3 clusters Score -647244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -647243.000000 Penalty: 2803.232178
	Iteration 41Q: 3 clusters Score -647243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -647243.562500 Penalty: 2803.232178
	Iteration 42Q: 3 clusters Score -647243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -647245.250000 Penalty: 2803.232178
	Iteration 43Q: 3 clusters Score -647245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -647245.562500 Penalty: 2803.232178
	Iteration 44Q: 3 clusters Score -647245.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -647245.562500 Penalty: 2803.232178
	Iteration 45F: 3 clusters Score -647245.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (81103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Entering Unmasked Estep 
Score: -9455424.000000 Penalty: 1836.814697
	Iteration 0F: 2 clusters Score -9455424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -9401511.000000 Penalty: 3673.629395
	Iteration 0F: 3 clusters Score -9401511 nChanged 38408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -9423757.000000 Penalty: 3673.629395
	Iteration 1F: 3 clusters Score -9423757 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -9424518.000000 Penalty: 3673.629395
	Iteration 2Q: 3 clusters Score -9424518 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -9425539.000000 Penalty: 3673.629395
	Iteration 3Q: 3 clusters Score -9425539 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -9427180.000000 Penalty: 3673.629395
	Iteration 4Q: 3 clusters Score -9427180 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -9430016.000000 Penalty: 3673.629395
	Iteration 5F: 3 clusters Score -9430016 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -9434951.000000 Penalty: 3673.629395
	Iteration 6F: 3 clusters Score -9434951 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -9441714.000000 Penalty: 3673.629395
	Iteration 7F: 3 clusters Score -9441714 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -9448212.000000 Penalty: 3673.629395
	Iteration 8F: 3 clusters Score -9448212 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -9451786.000000 Penalty: 3673.629395
	Iteration 9Q: 3 clusters Score -9451786 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -9453175.000000 Penalty: 3673.629395
	Iteration 10Q: 3 clusters Score -9453175 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -9453608.000000 Penalty: 3673.629395
	Iteration 11Q: 3 clusters Score -9453608 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -9453698.000000 Penalty: 3673.629395
	Iteration 12Q: 3 clusters Score -9453698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 80985 members 
Entering Unmasked Estep 
Score: -9453738.000000 Penalty: 3673.629395
	Iteration 13Q: 3 clusters Score -9453738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 80987 members 
Entering Unmasked Estep 
Score: -9453761.000000 Penalty: 3673.629395
	Iteration 14Q: 3 clusters Score -9453761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 80991 members 
Entering Unmasked Estep 
Score: -9453783.000000 Penalty: 3673.629395
	Iteration 15Q: 3 clusters Score -9453783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -9453791.000000 Penalty: 3673.629395
	Iteration 16Q: 3 clusters Score -9453791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -9453795.000000 Penalty: 3673.629395
	Iteration 17Q: 3 clusters Score -9453795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -9453789.000000 Penalty: 3673.629395
	Iteration 18Q: 3 clusters Score -9453789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 80996 members 
Entering Unmasked Estep 
Score: -9453794.000000 Penalty: 3673.629395
	Iteration 19Q: 3 clusters Score -9453794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 80996 members 
Entering Unmasked Estep 
Score: -9453794.000000 Penalty: 3673.629395
	Iteration 20F: 3 clusters Score -9453794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Entering Unmasked Estep 
Score: -1256478.625000 Penalty: 1510.400635
	Iteration 0F: 2 clusters Score -1256479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1248771.375000 Penalty: 3020.801270
	Iteration 0F: 3 clusters Score -1248771 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1251463.250000 Penalty: 3020.801270
	Iteration 1F: 3 clusters Score -1251463 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1251811.250000 Penalty: 3020.801270
	Iteration 2F: 3 clusters Score -1251811 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1252205.875000 Penalty: 3020.801270
	Iteration 3F: 3 clusters Score -1252206 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1252623.625000 Penalty: 3020.801270
	Iteration 4F: 3 clusters Score -1252624 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1253092.750000 Penalty: 3020.801270
	Iteration 5F: 3 clusters Score -1253093 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1253563.750000 Penalty: 3020.801270
	Iteration 6F: 3 clusters Score -1253564 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1254028.875000 Penalty: 3020.801270
	Iteration 7F: 3 clusters Score -1254029 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1254439.000000 Penalty: 3020.801270
	Iteration 8Q: 3 clusters Score -1254439 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1254701.250000 Penalty: 3020.801270
	Iteration 9Q: 3 clusters Score -1254701 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1254882.500000 Penalty: 3020.801270
	Iteration 10Q: 3 clusters Score -1254882 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1254990.500000 Penalty: 3020.801270
	Iteration 11Q: 3 clusters Score -1254990 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1255080.750000 Penalty: 3020.801270
	Iteration 12Q: 3 clusters Score -1255081 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1255149.125000 Penalty: 3020.801270
	Iteration 13Q: 3 clusters Score -1255149 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1255194.625000 Penalty: 3020.801270
	Iteration 14Q: 3 clusters Score -1255195 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1255219.750000 Penalty: 3020.801270
	Iteration 15Q: 3 clusters Score -1255220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1255238.375000 Penalty: 3020.801270
	Iteration 16Q: 3 clusters Score -1255238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1255255.000000 Penalty: 3020.801270
	Iteration 17Q: 3 clusters Score -1255255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1255264.500000 Penalty: 3020.801270
	Iteration 18Q: 3 clusters Score -1255264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1255269.500000 Penalty: 3020.801270
	Iteration 19Q: 3 clusters Score -1255270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1255275.250000 Penalty: 3020.801270
	Iteration 20F: 3 clusters Score -1255275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1255281.375000 Penalty: 3020.801270
	Iteration 21Q: 3 clusters Score -1255281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1255288.375000 Penalty: 3020.801270
	Iteration 22Q: 3 clusters Score -1255288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1255292.500000 Penalty: 3020.801270
	Iteration 23Q: 3 clusters Score -1255292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1255295.250000 Penalty: 3020.801270
	Iteration 24Q: 3 clusters Score -1255295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1255297.750000 Penalty: 3020.801270
	Iteration 25Q: 3 clusters Score -1255298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1255300.000000 Penalty: 3020.801270
	Iteration 26Q: 3 clusters Score -1255300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1255300.500000 Penalty: 3020.801270
	Iteration 27Q: 3 clusters Score -1255300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1255302.625000 Penalty: 3020.801270
	Iteration 28Q: 3 clusters Score -1255303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1255302.625000 Penalty: 3020.801270
	Iteration 29F: 3 clusters Score -1255303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (52879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Entering Unmasked Estep 
Score: -6149589.000000 Penalty: 1767.311279
	Iteration 0F: 2 clusters Score -6149589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -6114253.500000 Penalty: 3534.622559
	Iteration 0F: 3 clusters Score -6114254 nChanged 24654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -6128225.000000 Penalty: 3534.622559
	Iteration 1F: 3 clusters Score -6128225 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -6128612.500000 Penalty: 3534.622559
	Iteration 2Q: 3 clusters Score -6128612 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -6129043.000000 Penalty: 3534.622559
	Iteration 3Q: 3 clusters Score -6129043 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -6129496.500000 Penalty: 3534.622559
	Iteration 4Q: 3 clusters Score -6129496 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -6130022.000000 Penalty: 3534.622559
	Iteration 5Q: 3 clusters Score -6130022 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -6130914.000000 Penalty: 3534.622559
	Iteration 6Q: 3 clusters Score -6130914 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -6132187.500000 Penalty: 3534.622559
	Iteration 7Q: 3 clusters Score -6132188 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -6134265.500000 Penalty: 3534.622559
	Iteration 8F: 3 clusters Score -6134266 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -6136760.000000 Penalty: 3534.622559
	Iteration 9F: 3 clusters Score -6136760 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -6138566.500000 Penalty: 3534.622559
	Iteration 10F: 3 clusters Score -6138566 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -6139478.500000 Penalty: 3534.622559
	Iteration 11Q: 3 clusters Score -6139478 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -6139938.000000 Penalty: 3534.622559
	Iteration 12Q: 3 clusters Score -6139938 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -6140255.500000 Penalty: 3534.622559
	Iteration 13Q: 3 clusters Score -6140256 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -6140667.500000 Penalty: 3534.622559
	Iteration 14Q: 3 clusters Score -6140668 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -6141178.000000 Penalty: 3534.622559
	Iteration 15Q: 3 clusters Score -6141178 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -6141755.500000 Penalty: 3534.622559
	Iteration 16Q: 3 clusters Score -6141756 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -6142311.500000 Penalty: 3534.622559
	Iteration 17Q: 3 clusters Score -6142312 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -6142890.500000 Penalty: 3534.622559
	Iteration 18Q: 3 clusters Score -6142890 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -6143393.000000 Penalty: 3534.622559
	Iteration 19Q: 3 clusters Score -6143393 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -6143879.000000 Penalty: 3534.622559
	Iteration 20F: 3 clusters Score -6143879 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -6144233.500000 Penalty: 3534.622559
	Iteration 21Q: 3 clusters Score -6144234 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -6144633.500000 Penalty: 3534.622559
	Iteration 22Q: 3 clusters Score -6144634 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -6145023.000000 Penalty: 3534.622559
	Iteration 23Q: 3 clusters Score -6145023 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -6145393.000000 Penalty: 3534.622559
	Iteration 24Q: 3 clusters Score -6145393 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -6145872.500000 Penalty: 3534.622559
	Iteration 25Q: 3 clusters Score -6145872 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -6146305.500000 Penalty: 3534.622559
	Iteration 26Q: 3 clusters Score -6146306 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -6146773.000000 Penalty: 3534.622559
	Iteration 27Q: 3 clusters Score -6146773 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -6147257.000000 Penalty: 3534.622559
	Iteration 28Q: 3 clusters Score -6147257 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -6147531.000000 Penalty: 3534.622559
	Iteration 29Q: 3 clusters Score -6147531 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -6147666.500000 Penalty: 3534.622559
	Iteration 30Q: 3 clusters Score -6147666 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -6147712.500000 Penalty: 3534.622559
	Iteration 31Q: 3 clusters Score -6147712 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -6147761.500000 Penalty: 3534.622559
	Iteration 32Q: 3 clusters Score -6147762 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -6147789.000000 Penalty: 3534.622559
	Iteration 33Q: 3 clusters Score -6147789 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -6147796.000000 Penalty: 3534.622559
	Iteration 34Q: 3 clusters Score -6147796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -6147806.000000 Penalty: 3534.622559
	Iteration 35Q: 3 clusters Score -6147806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -6147792.000000 Penalty: 3534.622559
	Iteration 36Q: 3 clusters Score -6147792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -6147800.500000 Penalty: 3534.622559
	Iteration 37Q: 3 clusters Score -6147800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -6147803.000000 Penalty: 3534.622559
	Iteration 38Q: 3 clusters Score -6147803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -6147805.500000 Penalty: 3534.622559
	Iteration 39Q: 3 clusters Score -6147806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -6147901.000000 Penalty: 3534.622559
	Iteration 40F: 3 clusters Score -6147901 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -6147915.000000 Penalty: 3534.622559
	Iteration 41Q: 3 clusters Score -6147915 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -6147913.000000 Penalty: 3534.622559
	Iteration 42Q: 3 clusters Score -6147913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -6147917.000000 Penalty: 3534.622559
	Iteration 43Q: 3 clusters Score -6147917 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -6147933.000000 Penalty: 3534.622559
	Iteration 44Q: 3 clusters Score -6147933 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -6147926.500000 Penalty: 3534.622559
	Iteration 45Q: 3 clusters Score -6147926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -6147931.500000 Penalty: 3534.622559
	Iteration 46Q: 3 clusters Score -6147932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -6147937.500000 Penalty: 3534.622559
	Iteration 47Q: 3 clusters Score -6147938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -6147936.000000 Penalty: 3534.622559
	Iteration 48Q: 3 clusters Score -6147936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -6147937.000000 Penalty: 3534.622559
	Iteration 49Q: 3 clusters Score -6147937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -6147937.500000 Penalty: 3534.622559
	Iteration 50Q: 3 clusters Score -6147938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -6147934.500000 Penalty: 3534.622559
	Iteration 51Q: 3 clusters Score -6147934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -6147930.500000 Penalty: 3534.622559
	Iteration 52Q: 3 clusters Score -6147930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -6147932.000000 Penalty: 3534.622559
	Iteration 53Q: 3 clusters Score -6147932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -6147933.000000 Penalty: 3534.622559
	Iteration 54Q: 3 clusters Score -6147933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -6147938.000000 Penalty: 3534.622559
	Iteration 55Q: 3 clusters Score -6147938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -6147940.000000 Penalty: 3534.622559
	Iteration 56Q: 3 clusters Score -6147940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -6147942.500000 Penalty: 3534.622559
	Iteration 57Q: 3 clusters Score -6147942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -6147932.500000 Penalty: 3534.622559
	Iteration 58Q: 3 clusters Score -6147932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -6147929.000000 Penalty: 3534.622559
	Iteration 59Q: 3 clusters Score -6147929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -6147930.500000 Penalty: 3534.622559
	Iteration 60F: 3 clusters Score -6147930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -6147935.500000 Penalty: 3534.622559
	Iteration 61Q: 3 clusters Score -6147936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -6147931.000000 Penalty: 3534.622559
	Iteration 62Q: 3 clusters Score -6147931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -6147934.000000 Penalty: 3534.622559
	Iteration 63Q: 3 clusters Score -6147934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -6147934.500000 Penalty: 3534.622559
	Iteration 64Q: 3 clusters Score -6147934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -6147932.500000 Penalty: 3534.622559
	Iteration 65Q: 3 clusters Score -6147932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -6147924.000000 Penalty: 3534.622559
	Iteration 66Q: 3 clusters Score -6147924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -6147925.000000 Penalty: 3534.622559
	Iteration 67Q: 3 clusters Score -6147925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -6147920.500000 Penalty: 3534.622559
	Iteration 68Q: 3 clusters Score -6147920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -6147919.000000 Penalty: 3534.622559
	Iteration 69Q: 3 clusters Score -6147919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -6147926.500000 Penalty: 3534.622559
	Iteration 70Q: 3 clusters Score -6147926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -6147924.500000 Penalty: 3534.622559
	Iteration 71Q: 3 clusters Score -6147924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -6147927.000000 Penalty: 3534.622559
	Iteration 72Q: 3 clusters Score -6147927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -6147927.000000 Penalty: 3534.622559
	Iteration 73Q: 3 clusters Score -6147927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -6147939.500000 Penalty: 3534.622559
	Iteration 74Q: 3 clusters Score -6147940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -6147941.500000 Penalty: 3534.622559
	Iteration 75Q: 3 clusters Score -6147942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -6147942.500000 Penalty: 3534.622559
	Iteration 76Q: 3 clusters Score -6147942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -6147945.500000 Penalty: 3534.622559
	Iteration 77Q: 3 clusters Score -6147946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -6147954.000000 Penalty: 3534.622559
	Iteration 78Q: 3 clusters Score -6147954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -6147940.500000 Penalty: 3534.622559
	Iteration 79Q: 3 clusters Score -6147940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -6147944.000000 Penalty: 3534.622559
	Iteration 80F: 3 clusters Score -6147944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -6147942.000000 Penalty: 3534.622559
	Iteration 81Q: 3 clusters Score -6147942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -6147945.500000 Penalty: 3534.622559
	Iteration 82Q: 3 clusters Score -6147946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -6147946.000000 Penalty: 3534.622559
	Iteration 83Q: 3 clusters Score -6147946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -6147945.000000 Penalty: 3534.622559
	Iteration 84Q: 3 clusters Score -6147945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -6147938.000000 Penalty: 3534.622559
	Iteration 85Q: 3 clusters Score -6147938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -6147931.500000 Penalty: 3534.622559
	Iteration 86Q: 3 clusters Score -6147932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -6147922.000000 Penalty: 3534.622559
	Iteration 87Q: 3 clusters Score -6147922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -6147928.500000 Penalty: 3534.622559
	Iteration 88Q: 3 clusters Score -6147928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -6147931.000000 Penalty: 3534.622559
	Iteration 89Q: 3 clusters Score -6147931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -6147926.000000 Penalty: 3534.622559
	Iteration 90Q: 3 clusters Score -6147926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -6147926.000000 Penalty: 3534.622559
	Iteration 91Q: 3 clusters Score -6147926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -6147922.500000 Penalty: 3534.622559
	Iteration 92Q: 3 clusters Score -6147922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -6147929.000000 Penalty: 3534.622559
	Iteration 93Q: 3 clusters Score -6147929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -6147927.500000 Penalty: 3534.622559
	Iteration 94Q: 3 clusters Score -6147928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -6147936.000000 Penalty: 3534.622559
	Iteration 95Q: 3 clusters Score -6147936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -6147939.000000 Penalty: 3534.622559
	Iteration 96Q: 3 clusters Score -6147939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -6147935.500000 Penalty: 3534.622559
	Iteration 97Q: 3 clusters Score -6147936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -6147937.000000 Penalty: 3534.622559
	Iteration 98Q: 3 clusters Score -6147937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -6147930.000000 Penalty: 3534.622559
	Iteration 99Q: 3 clusters Score -6147930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -6147924.500000 Penalty: 3534.622559
	Iteration 100F: 3 clusters Score -6147924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -6147918.000000 Penalty: 3534.622559
	Iteration 101Q: 3 clusters Score -6147918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -6147923.500000 Penalty: 3534.622559
	Iteration 102Q: 3 clusters Score -6147924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -6147918.500000 Penalty: 3534.622559
	Iteration 103Q: 3 clusters Score -6147918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -6147921.000000 Penalty: 3534.622559
	Iteration 104Q: 3 clusters Score -6147921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -6147922.000000 Penalty: 3534.622559
	Iteration 105Q: 3 clusters Score -6147922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -6147919.000000 Penalty: 3534.622559
	Iteration 106Q: 3 clusters Score -6147919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -6147919.000000 Penalty: 3534.622559
	Iteration 107F: 3 clusters Score -6147919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Entering Unmasked Estep 
Score: -2791749.500000 Penalty: 1638.054565
	Iteration 0F: 2 clusters Score -2791750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2775450.500000 Penalty: 3276.109131
	Iteration 0F: 3 clusters Score -2775450 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2781465.000000 Penalty: 3276.109131
	Iteration 1F: 3 clusters Score -2781465 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2781708.750000 Penalty: 3276.109131
	Iteration 2Q: 3 clusters Score -2781709 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2781955.000000 Penalty: 3276.109131
	Iteration 3Q: 3 clusters Score -2781955 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2782168.750000 Penalty: 3276.109131
	Iteration 4Q: 3 clusters Score -2782169 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2782417.250000 Penalty: 3276.109131
	Iteration 5Q: 3 clusters Score -2782417 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2782801.750000 Penalty: 3276.109131
	Iteration 6Q: 3 clusters Score -2782802 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2783475.000000 Penalty: 3276.109131
	Iteration 7F: 3 clusters Score -2783475 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2784530.500000 Penalty: 3276.109131
	Iteration 8F: 3 clusters Score -2784530 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2786044.250000 Penalty: 3276.109131
	Iteration 9F: 3 clusters Score -2786044 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -2787689.000000 Penalty: 3276.109131
	Iteration 10F: 3 clusters Score -2787689 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2789002.750000 Penalty: 3276.109131
	Iteration 11F: 3 clusters Score -2789003 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -2789690.750000 Penalty: 3276.109131
	Iteration 12Q: 3 clusters Score -2789691 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2790001.000000 Penalty: 3276.109131
	Iteration 13Q: 3 clusters Score -2790001 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -2790130.250000 Penalty: 3276.109131
	Iteration 14Q: 3 clusters Score -2790130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2790187.250000 Penalty: 3276.109131
	Iteration 15Q: 3 clusters Score -2790187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -2790227.250000 Penalty: 3276.109131
	Iteration 16Q: 3 clusters Score -2790227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2790256.000000 Penalty: 3276.109131
	Iteration 17Q: 3 clusters Score -2790256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -2790269.250000 Penalty: 3276.109131
	Iteration 18Q: 3 clusters Score -2790269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -2790277.250000 Penalty: 3276.109131
	Iteration 19Q: 3 clusters Score -2790277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2790282.750000 Penalty: 3276.109131
	Iteration 20F: 3 clusters Score -2790283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -2790288.250000 Penalty: 3276.109131
	Iteration 21Q: 3 clusters Score -2790288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -2790291.500000 Penalty: 3276.109131
	Iteration 22Q: 3 clusters Score -2790292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2790294.250000 Penalty: 3276.109131
	Iteration 23Q: 3 clusters Score -2790294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2790294.250000 Penalty: 3276.109131
	Iteration 24F: 3 clusters Score -2790294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (103426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103426 members 
Entering Unmasked Estep 
Score: -12048558.000000 Penalty: 1876.324463
	Iteration 0F: 2 clusters Score -1.204856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -11982081.000000 Penalty: 3752.648926
	Iteration 0F: 3 clusters Score -1.198208e+07 nChanged 49680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -12010793.000000 Penalty: 3752.648926
	Iteration 1F: 3 clusters Score -1.201079e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -12011586.000000 Penalty: 3752.648926
	Iteration 2Q: 3 clusters Score -1.201159e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -12012821.000000 Penalty: 3752.648926
	Iteration 3Q: 3 clusters Score -1.201282e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -12014960.000000 Penalty: 3752.648926
	Iteration 4Q: 3 clusters Score -1.201496e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -12018855.000000 Penalty: 3752.648926
	Iteration 5F: 3 clusters Score -1.201886e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77860 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -12025382.000000 Penalty: 3752.648926
	Iteration 6F: 3 clusters Score -1.202538e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -12033257.000000 Penalty: 3752.648926
	Iteration 7F: 3 clusters Score -1.203326e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95265 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -12039603.000000 Penalty: 3752.648926
	Iteration 8F: 3 clusters Score -1.20396e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -12043447.000000 Penalty: 3752.648926
	Iteration 9Q: 3 clusters Score -1.204345e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101920 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -12045441.000000 Penalty: 3752.648926
	Iteration 10Q: 3 clusters Score -1.204544e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -12046192.000000 Penalty: 3752.648926
	Iteration 11Q: 3 clusters Score -1.204619e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103023 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12046485.000000 Penalty: 3752.648926
	Iteration 12Q: 3 clusters Score -1.204648e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103141 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -12046650.000000 Penalty: 3752.648926
	Iteration 13Q: 3 clusters Score -1.204665e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103193 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12046742.000000 Penalty: 3752.648926
	Iteration 14Q: 3 clusters Score -1.204674e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103212 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -12046774.000000 Penalty: 3752.648926
	Iteration 15Q: 3 clusters Score -1.204677e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103223 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12046794.000000 Penalty: 3752.648926
	Iteration 16Q: 3 clusters Score -1.204679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103227 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12046816.000000 Penalty: 3752.648926
	Iteration 17Q: 3 clusters Score -1.204682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103237 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12046860.000000 Penalty: 3752.648926
	Iteration 18Q: 3 clusters Score -1.204686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12046868.000000 Penalty: 3752.648926
	Iteration 19Q: 3 clusters Score -1.204687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103244 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12046868.000000 Penalty: 3752.648926
	Iteration 20F: 3 clusters Score -1.204687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12046871.000000 Penalty: 3752.648926
	Iteration 21Q: 3 clusters Score -1.204687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12046871.000000 Penalty: 3752.648926
	Iteration 22F: 3 clusters Score -1.204687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4525 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46993 members 
Mstep: Class 7 contains 148595 members 
Mstep: Class 8 contains 38880 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15065 members 
Mstep: Class 11 contains 3718 members 
Mstep: Class 12 contains 91368 members 
Mstep: Class 13 contains 13778 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147545 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 68767 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 81103 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 52879 members 
Mstep: Class 24 contains 23869 members 
Mstep: Class 25 contains 103426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105952.000000 Penalty: 55745.789062
Iteration 479Q: 26 clusters Score -1.02106e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4530 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46993 members 
Mstep: Class 7 contains 148595 members 
Mstep: Class 8 contains 38880 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15051 members 
Mstep: Class 11 contains 3718 members 
Mstep: Class 12 contains 91379 members 
Mstep: Class 13 contains 13730 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147545 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 69260 members 
Mstep: Class 20 contains 5564 members 
Mstep: Class 21 contains 81023 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 52648 members 
Mstep: Class 24 contains 23909 members 
Mstep: Class 25 contains 103257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106104.000000 Penalty: 55745.789062
Iteration 480F: 26 clusters Score -1.021061e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4533 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46993 members 
Mstep: Class 7 contains 148595 members 
Mstep: Class 8 contains 38880 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15042 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 91382 members 
Mstep: Class 13 contains 13693 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147544 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 69769 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 80927 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 52388 members 
Mstep: Class 24 contains 23959 members 
Mstep: Class 25 contains 103108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106176.000000 Penalty: 55745.789062
Iteration 481Q: 26 clusters Score -1.021062e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4538 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46992 members 
Mstep: Class 7 contains 148595 members 
Mstep: Class 8 contains 38880 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15044 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 91382 members 
Mstep: Class 13 contains 13662 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147545 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 70263 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 80816 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 52113 members 
Mstep: Class 24 contains 23987 members 
Mstep: Class 25 contains 102995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106096.000000 Penalty: 55745.789062
Iteration 482Q: 26 clusters Score -1.021061e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4544 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46991 members 
Mstep: Class 7 contains 148596 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15048 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 12 contains 91383 members 
Mstep: Class 13 contains 13642 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147546 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 70785 members 
Mstep: Class 20 contains 5549 members 
Mstep: Class 21 contains 80722 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 51786 members 
Mstep: Class 24 contains 24025 members 
Mstep: Class 25 contains 102871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106072.000000 Penalty: 55745.789062
Iteration 483Q: 26 clusters Score -1.021061e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4544 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46991 members 
Mstep: Class 7 contains 148594 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15048 members 
Mstep: Class 11 contains 3715 members 
Mstep: Class 12 contains 91395 members 
Mstep: Class 13 contains 13625 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147546 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 71337 members 
Mstep: Class 20 contains 5549 members 
Mstep: Class 21 contains 80626 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 51437 members 
Mstep: Class 24 contains 24063 members 
Mstep: Class 25 contains 102734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106008.000000 Penalty: 55745.789062
Iteration 484Q: 26 clusters Score -1.02106e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4543 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46990 members 
Mstep: Class 7 contains 148593 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15048 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 91395 members 
Mstep: Class 13 contains 13598 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147546 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 71903 members 
Mstep: Class 20 contains 5551 members 
Mstep: Class 21 contains 80520 members 
Mstep: Class 22 contains 10881 members 
Mstep: Class 23 contains 51058 members 
Mstep: Class 24 contains 24115 members 
Mstep: Class 25 contains 102631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106088.000000 Penalty: 55745.789062
Iteration 485Q: 26 clusters Score -1.021061e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4538 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46988 members 
Mstep: Class 7 contains 148592 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 91397 members 
Mstep: Class 13 contains 13582 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147548 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 72449 members 
Mstep: Class 20 contains 5550 members 
Mstep: Class 21 contains 80459 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 50657 members 
Mstep: Class 24 contains 24157 members 
Mstep: Class 25 contains 102533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106224.000000 Penalty: 55745.789062
Iteration 486Q: 26 clusters Score -1.021062e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4534 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46988 members 
Mstep: Class 7 contains 148588 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15046 members 
Mstep: Class 11 contains 3705 members 
Mstep: Class 12 contains 91406 members 
Mstep: Class 13 contains 13572 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147548 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 72974 members 
Mstep: Class 20 contains 5540 members 
Mstep: Class 21 contains 80401 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 50250 members 
Mstep: Class 24 contains 24196 members 
Mstep: Class 25 contains 102455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106176.000000 Penalty: 55745.789062
Iteration 487Q: 26 clusters Score -1.021062e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4531 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46988 members 
Mstep: Class 7 contains 148586 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15048 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 91409 members 
Mstep: Class 13 contains 13549 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147548 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 73480 members 
Mstep: Class 20 contains 5538 members 
Mstep: Class 21 contains 80364 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 49837 members 
Mstep: Class 24 contains 24227 members 
Mstep: Class 25 contains 102395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106104.000000 Penalty: 55745.789062
Iteration 488Q: 26 clusters Score -1.021061e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4529 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46987 members 
Mstep: Class 7 contains 148582 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15037 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 91405 members 
Mstep: Class 13 contains 13514 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147547 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 73976 members 
Mstep: Class 20 contains 5529 members 
Mstep: Class 21 contains 80338 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 49429 members 
Mstep: Class 24 contains 24265 members 
Mstep: Class 25 contains 102360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106240.000000 Penalty: 55745.789062
Iteration 489Q: 26 clusters Score -1.021062e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4528 members 
Mstep: Class 4 contains 13584 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46987 members 
Mstep: Class 7 contains 148576 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15023 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 91401 members 
Mstep: Class 13 contains 13493 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147547 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 74450 members 
Mstep: Class 20 contains 5525 members 
Mstep: Class 21 contains 80306 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 48981 members 
Mstep: Class 24 contains 24296 members 
Mstep: Class 25 contains 102383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106216.000000 Penalty: 55745.789062
Iteration 490Q: 26 clusters Score -1.021062e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4526 members 
Mstep: Class 4 contains 13586 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46985 members 
Mstep: Class 7 contains 148572 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 91400 members 
Mstep: Class 13 contains 13475 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147548 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 74909 members 
Mstep: Class 20 contains 5523 members 
Mstep: Class 21 contains 80284 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 48534 members 
Mstep: Class 24 contains 24345 members 
Mstep: Class 25 contains 102375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106200.000000 Penalty: 55745.789062
Iteration 491Q: 26 clusters Score -1.021062e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4519 members 
Mstep: Class 4 contains 13586 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46985 members 
Mstep: Class 7 contains 148569 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15016 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 91405 members 
Mstep: Class 13 contains 13459 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147547 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 75338 members 
Mstep: Class 20 contains 5515 members 
Mstep: Class 21 contains 80278 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 48083 members 
Mstep: Class 24 contains 24389 members 
Mstep: Class 25 contains 102391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106352.000000 Penalty: 55745.789062
Iteration 492Q: 26 clusters Score -1.021064e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4513 members 
Mstep: Class 4 contains 13586 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46983 members 
Mstep: Class 7 contains 148569 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15006 members 
Mstep: Class 11 contains 3699 members 
Mstep: Class 12 contains 91421 members 
Mstep: Class 13 contains 13459 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147547 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 75747 members 
Mstep: Class 20 contains 5510 members 
Mstep: Class 21 contains 80264 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 47611 members 
Mstep: Class 24 contains 24433 members 
Mstep: Class 25 contains 102435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106472.000000 Penalty: 55745.789062
Iteration 493Q: 26 clusters Score -1.021065e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 13586 members 
Mstep: Class 5 contains 9838 members 
Mstep: Class 6 contains 46982 members 
Mstep: Class 7 contains 148568 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15012 members 
Mstep: Class 11 contains 3698 members 
Mstep: Class 12 contains 91442 members 
Mstep: Class 13 contains 13451 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147548 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 76166 members 
Mstep: Class 20 contains 5494 members 
Mstep: Class 21 contains 80262 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 47141 members 
Mstep: Class 24 contains 24489 members 
Mstep: Class 25 contains 102442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106536.000000 Penalty: 55745.789062
Iteration 494Q: 26 clusters Score -1.021065e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 4499 members 
Mstep: Class 4 contains 13586 members 
Mstep: Class 5 contains 9837 members 
Mstep: Class 6 contains 46985 members 
Mstep: Class 7 contains 148566 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15024 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 91463 members 
Mstep: Class 13 contains 13433 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 147550 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 76579 members 
Mstep: Class 20 contains 5482 members 
Mstep: Class 21 contains 80273 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 46658 members 
Mstep: Class 24 contains 24530 members 
Mstep: Class 25 contains 102466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106504.000000 Penalty: 55745.789062
Iteration 495Q: 26 clusters Score -1.021065e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 4497 members 
Mstep: Class 4 contains 13586 members 
Mstep: Class 5 contains 9835 members 
Mstep: Class 6 contains 46986 members 
Mstep: Class 7 contains 148563 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15029 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 12 contains 91473 members 
Mstep: Class 13 contains 13409 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 3675 members 
Mstep: Class 17 contains 147550 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 76995 members 
Mstep: Class 20 contains 5465 members 
Mstep: Class 21 contains 80321 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 46190 members 
Mstep: Class 24 contains 24559 members 
Mstep: Class 25 contains 102478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106776.000000 Penalty: 55745.789062
Iteration 496Q: 26 clusters Score -1.021068e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 4494 members 
Mstep: Class 4 contains 13586 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 46986 members 
Mstep: Class 7 contains 148563 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15034 members 
Mstep: Class 11 contains 3684 members 
Mstep: Class 12 contains 91481 members 
Mstep: Class 13 contains 13387 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 3674 members 
Mstep: Class 17 contains 147552 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 77408 members 
Mstep: Class 20 contains 5446 members 
Mstep: Class 21 contains 80368 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 45745 members 
Mstep: Class 24 contains 24581 members 
Mstep: Class 25 contains 102477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106800.000000 Penalty: 55745.789062
Iteration 497Q: 26 clusters Score -1.021068e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 4492 members 
Mstep: Class 4 contains 13586 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 46985 members 
Mstep: Class 7 contains 148564 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15039 members 
Mstep: Class 11 contains 3680 members 
Mstep: Class 12 contains 91477 members 
Mstep: Class 13 contains 13368 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3674 members 
Mstep: Class 17 contains 147550 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 77825 members 
Mstep: Class 20 contains 5433 members 
Mstep: Class 21 contains 80412 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 45286 members 
Mstep: Class 24 contains 24596 members 
Mstep: Class 25 contains 102499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106752.000000 Penalty: 55745.789062
Iteration 498Q: 26 clusters Score -1.021068e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 4494 members 
Mstep: Class 4 contains 13586 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 46985 members 
Mstep: Class 7 contains 148562 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15035 members 
Mstep: Class 11 contains 3678 members 
Mstep: Class 12 contains 91475 members 
Mstep: Class 13 contains 13337 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3674 members 
Mstep: Class 17 contains 147550 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 78241 members 
Mstep: Class 20 contains 5426 members 
Mstep: Class 21 contains 80450 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 44811 members 
Mstep: Class 24 contains 24606 members 
Mstep: Class 25 contains 102556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106792.000000 Penalty: 55745.789062
Iteration 499Q: 26 clusters Score -1.021068e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 4495 members 
Mstep: Class 4 contains 13586 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 46983 members 
Mstep: Class 7 contains 148559 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 15032 members 
Mstep: Class 11 contains 3679 members 
Mstep: Class 12 contains 91487 members 
Mstep: Class 13 contains 13302 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 15658 members 
Mstep: Class 16 contains 3674 members 
Mstep: Class 17 contains 147550 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 78676 members 
Mstep: Class 20 contains 5427 members 
Mstep: Class 21 contains 80487 members 
Mstep: Class 22 contains 10882 members 
Mstep: Class 23 contains 44297 members 
Mstep: Class 24 contains 24610 members 
Mstep: Class 25 contains 102623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106792.000000 Penalty: 55745.789062
Iteration 500F: 26 clusters Score -1.021068e+08 nChanged 1018
Maximum iterations exceeded
--- Evaluating fit on full set of 2732297 points ---
Entering Unmasked Estep 
Score: -305839776.000000 Penalty: 60208.902344
22->26 Clusters: Score -305839776.000000, best is -306082816.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 910765 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 41538 members 
Mstep: Class 3 contains 41394 members 
Mstep: Class 4 contains 41259 members 
Mstep: Class 5 contains 41476 members 
Mstep: Class 6 contains 41459 members 
Mstep: Class 7 contains 41378 members 
Mstep: Class 8 contains 41213 members 
Mstep: Class 9 contains 41369 members 
Mstep: Class 10 contains 41839 members 
Mstep: Class 11 contains 41158 members 
Mstep: Class 12 contains 41478 members 
Mstep: Class 13 contains 40979 members 
Mstep: Class 14 contains 41434 members 
Mstep: Class 15 contains 41325 members 
Mstep: Class 16 contains 41356 members 
Mstep: Class 17 contains 41005 members 
Mstep: Class 18 contains 41599 members 
Mstep: Class 19 contains 41606 members 
Mstep: Class 20 contains 41863 members 
Mstep: Class 21 contains 41508 members 
Mstep: Class 22 contains 41232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 504.382690 but Gain 2229.832031
Score: -98417368.000000 Penalty: 46826.460938
Iteration 0F: 22 clusters Score -9.841737e+07 nChanged 866321
Entering Unmasked Mstep 
Mstep: Class 0 contains 421 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 33836 members 
Mstep: Class 3 contains 25772 members 
Mstep: Class 5 contains 92815 members 
Mstep: Class 6 contains 26759 members 
Mstep: Class 7 contains 14945 members 
Mstep: Class 8 contains 35544 members 
Mstep: Class 9 contains 65504 members 
Mstep: Class 10 contains 36070 members 
Mstep: Class 11 contains 30771 members 
Mstep: Class 12 contains 26803 members 
Mstep: Class 13 contains 67061 members 
Mstep: Class 14 contains 20182 members 
Mstep: Class 15 contains 38951 members 
Mstep: Class 16 contains 25979 members 
Mstep: Class 17 contains 23796 members 
Mstep: Class 18 contains 24809 members 
Mstep: Class 19 contains 48982 members 
Mstep: Class 20 contains 86499 members 
Mstep: Class 21 contains 86374 members 
Mstep: Class 22 contains 46301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100479120.000000 Penalty: 46826.460938
Iteration 1F: 22 clusters Score -1.004791e+08 nChanged 318099
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 32944 members 
Mstep: Class 3 contains 13746 members 
Mstep: Class 5 contains 91612 members 
Mstep: Class 6 contains 25699 members 
Mstep: Class 7 contains 9657 members 
Mstep: Class 8 contains 33120 members 
Mstep: Class 9 contains 85456 members 
Mstep: Class 10 contains 27417 members 
Mstep: Class 11 contains 30008 members 
Mstep: Class 12 contains 22931 members 
Mstep: Class 13 contains 61815 members 
Mstep: Class 14 contains 14858 members 
Mstep: Class 15 contains 46922 members 
Mstep: Class 16 contains 19692 members 
Mstep: Class 17 contains 12030 members 
Mstep: Class 18 contains 29292 members 
Mstep: Class 19 contains 57328 members 
Mstep: Class 20 contains 80473 members 
Mstep: Class 21 contains 121852 members 
Mstep: Class 22 contains 53202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100927008.000000 Penalty: 46826.460938
Iteration 2F: 22 clusters Score -1.00927e+08 nChanged 227271
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 26869 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 5 contains 107259 members 
Mstep: Class 6 contains 19001 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 25726 members 
Mstep: Class 9 contains 92351 members 
Mstep: Class 10 contains 19867 members 
Mstep: Class 11 contains 27073 members 
Mstep: Class 12 contains 19709 members 
Mstep: Class 13 contains 61451 members 
Mstep: Class 14 contains 10457 members 
Mstep: Class 15 contains 44251 members 
Mstep: Class 16 contains 13355 members 
Mstep: Class 17 contains 5230 members 
Mstep: Class 18 contains 30335 members 
Mstep: Class 19 contains 71872 members 
Mstep: Class 20 contains 80771 members 
Mstep: Class 21 contains 160240 members 
Mstep: Class 22 contains 52245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101205896.000000 Penalty: 46826.460938
Iteration 3F: 22 clusters Score -1.012059e+08 nChanged 197383
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 20175 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 5 contains 151272 members 
Mstep: Class 6 contains 11945 members 
Mstep: Class 7 contains 6220 members 
Mstep: Class 8 contains 17068 members 
Mstep: Class 9 contains 95770 members 
Mstep: Class 10 contains 14194 members 
Mstep: Class 11 contains 21928 members 
Mstep: Class 12 contains 17015 members 
Mstep: Class 13 contains 60751 members 
Mstep: Class 14 contains 6932 members 
Mstep: Class 15 contains 37682 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 29317 members 
Mstep: Class 19 contains 84735 members 
Mstep: Class 20 contains 69933 members 
Mstep: Class 21 contains 185616 members 
Mstep: Class 22 contains 46505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101414424.000000 Penalty: 46826.460938
Iteration 4F: 22 clusters Score -1.014144e+08 nChanged 171466
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 13897 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 5 contains 202562 members 
Mstep: Class 6 contains 7190 members 
Mstep: Class 7 contains 7301 members 
Mstep: Class 8 contains 10763 members 
Mstep: Class 9 contains 111053 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 17165 members 
Mstep: Class 12 contains 15252 members 
Mstep: Class 13 contains 58728 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 31043 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 1015 members 
Mstep: Class 18 contains 27706 members 
Mstep: Class 19 contains 96967 members 
Mstep: Class 20 contains 53272 members 
Mstep: Class 21 contains 179583 members 
Mstep: Class 22 contains 40319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101608528.000000 Penalty: 46826.460938
Iteration 5F: 22 clusters Score -1.016085e+08 nChanged 143029
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 8544 members 
Mstep: Class 3 contains 4366 members 
Mstep: Class 5 contains 237557 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 8620 members 
Mstep: Class 8 contains 6703 members 
Mstep: Class 9 contains 139184 members 
Mstep: Class 10 contains 6687 members 
Mstep: Class 11 contains 13688 members 
Mstep: Class 12 contains 13718 members 
Mstep: Class 13 contains 56201 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 24320 members 
Mstep: Class 16 contains 5359 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 25324 members 
Mstep: Class 19 contains 107654 members 
Mstep: Class 20 contains 42068 members 
Mstep: Class 21 contains 159435 members 
Mstep: Class 22 contains 34094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101729912.000000 Penalty: 46826.460938
Iteration 6F: 22 clusters Score -1.017299e+08 nChanged 103304
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5423 members 
Mstep: Class 3 contains 5918 members 
Mstep: Class 5 contains 246164 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 9911 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 166171 members 
Mstep: Class 10 contains 5275 members 
Mstep: Class 11 contains 11657 members 
Mstep: Class 12 contains 12823 members 
Mstep: Class 13 contains 56829 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 18925 members 
Mstep: Class 16 contains 4459 members 
Mstep: Class 17 contains 760 members 
Mstep: Class 18 contains 22232 members 
Mstep: Class 19 contains 116696 members 
Mstep: Class 20 contains 39862 members 
Mstep: Class 21 contains 141493 members 
Mstep: Class 22 contains 29698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1735.013550 but Gain 2229.832031
Score: -101781272.000000 Penalty: 44596.628906
Iteration 7F: 21 clusters Score -1.017813e+08 nChanged 82596
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3814 members 
Mstep: Class 3 contains 7453 members 
Mstep: Class 5 contains 243776 members 
Mstep: Class 7 contains 11157 members 
Mstep: Class 8 contains 2888 members 
Mstep: Class 9 contains 192750 members 
Mstep: Class 10 contains 4689 members 
Mstep: Class 11 contains 10473 members 
Mstep: Class 12 contains 12439 members 
Mstep: Class 13 contains 58188 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 15553 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 19311 members 
Mstep: Class 19 contains 125136 members 
Mstep: Class 20 contains 40963 members 
Mstep: Class 21 contains 121254 members 
Mstep: Class 22 contains 27682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1832.274658 but Gain 2229.828125
Score: -101787320.000000 Penalty: 42366.800781
Iteration 8F: 20 clusters Score -1.017873e+08 nChanged 60734
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 8280 members 
Mstep: Class 5 contains 238281 members 
Mstep: Class 7 contains 12308 members 
Mstep: Class 8 contains 2032 members 
Mstep: Class 9 contains 202807 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 9677 members 
Mstep: Class 12 contains 12169 members 
Mstep: Class 13 contains 59889 members 
Mstep: Class 15 contains 13828 members 
Mstep: Class 16 contains 3202 members 
Mstep: Class 17 contains 1045 members 
Mstep: Class 18 contains 17981 members 
Mstep: Class 19 contains 132519 members 
Mstep: Class 20 contains 42794 members 
Mstep: Class 21 contains 113173 members 
Mstep: Class 22 contains 26855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2066.846191 but Gain 2229.832031
Score: -101798656.000000 Penalty: 40136.968750
Iteration 9F: 19 clusters Score -1.017987e+08 nChanged 43903
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 8413 members 
Mstep: Class 5 contains 231880 members 
Mstep: Class 7 contains 13571 members 
Mstep: Class 9 contains 203149 members 
Mstep: Class 10 contains 4650 members 
Mstep: Class 11 contains 9164 members 
Mstep: Class 12 contains 11968 members 
Mstep: Class 13 contains 61948 members 
Mstep: Class 15 contains 12545 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 17 contains 1285 members 
Mstep: Class 18 contains 17387 members 
Mstep: Class 19 contains 137568 members 
Mstep: Class 20 contains 44436 members 
Mstep: Class 21 contains 114458 members 
Mstep: Class 22 contains 26641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1826.809204 but Gain 2229.832031
Score: -101815352.000000 Penalty: 37907.136719
Iteration 10Q: 18 clusters Score -1.018154e+08 nChanged 36131
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 3 contains 8543 members 
Mstep: Class 5 contains 225109 members 
Mstep: Class 7 contains 14785 members 
Mstep: Class 9 contains 199781 members 
Mstep: Class 10 contains 4872 members 
Mstep: Class 11 contains 8818 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 64523 members 
Mstep: Class 15 contains 11481 members 
Mstep: Class 16 contains 2454 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 17103 members 
Mstep: Class 19 contains 140979 members 
Mstep: Class 20 contains 45841 members 
Mstep: Class 21 contains 119338 members 
Mstep: Class 22 contains 26662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101833776.000000 Penalty: 37907.136719
Iteration 11Q: 18 clusters Score -1.018338e+08 nChanged 31430
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 3 contains 8647 members 
Mstep: Class 5 contains 218392 members 
Mstep: Class 7 contains 16018 members 
Mstep: Class 9 contains 193783 members 
Mstep: Class 10 contains 5120 members 
Mstep: Class 11 contains 8579 members 
Mstep: Class 12 contains 11499 members 
Mstep: Class 13 contains 67345 members 
Mstep: Class 15 contains 10626 members 
Mstep: Class 16 contains 2157 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 16932 members 
Mstep: Class 19 contains 143184 members 
Mstep: Class 20 contains 46967 members 
Mstep: Class 21 contains 125563 members 
Mstep: Class 22 contains 26529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2204.315430 but Gain 2229.832031
Score: -101851656.000000 Penalty: 35677.304688
Iteration 12Q: 17 clusters Score -1.018517e+08 nChanged 31529
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 3 contains 9148 members 
Mstep: Class 5 contains 211828 members 
Mstep: Class 7 contains 17274 members 
Mstep: Class 9 contains 187749 members 
Mstep: Class 10 contains 5460 members 
Mstep: Class 11 contains 8362 members 
Mstep: Class 12 contains 11178 members 
Mstep: Class 13 contains 70540 members 
Mstep: Class 15 contains 9970 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 17162 members 
Mstep: Class 19 contains 144872 members 
Mstep: Class 20 contains 47830 members 
Mstep: Class 21 contains 132572 members 
Mstep: Class 22 contains 26599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101872624.000000 Penalty: 35677.304688
Iteration 13Q: 17 clusters Score -1.018726e+08 nChanged 29043
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 3 contains 9900 members 
Mstep: Class 5 contains 205446 members 
Mstep: Class 7 contains 18563 members 
Mstep: Class 9 contains 181558 members 
Mstep: Class 10 contains 5820 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 10821 members 
Mstep: Class 13 contains 74129 members 
Mstep: Class 15 contains 9308 members 
Mstep: Class 17 contains 2303 members 
Mstep: Class 18 contains 17219 members 
Mstep: Class 19 contains 146020 members 
Mstep: Class 20 contains 48341 members 
Mstep: Class 21 contains 138118 members 
Mstep: Class 22 contains 26239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101888816.000000 Penalty: 35677.304688
Iteration 14Q: 17 clusters Score -1.018888e+08 nChanged 27768
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 3 contains 10924 members 
Mstep: Class 5 contains 199285 members 
Mstep: Class 7 contains 19758 members 
Mstep: Class 9 contains 177021 members 
Mstep: Class 10 contains 6187 members 
Mstep: Class 11 contains 8001 members 
Mstep: Class 12 contains 10443 members 
Mstep: Class 13 contains 78161 members 
Mstep: Class 15 contains 8666 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 17275 members 
Mstep: Class 19 contains 146640 members 
Mstep: Class 20 contains 48661 members 
Mstep: Class 21 contains 142103 members 
Mstep: Class 22 contains 25707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101903704.000000 Penalty: 35677.304688
Iteration 15Q: 17 clusters Score -1.019037e+08 nChanged 25401
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 3 contains 12078 members 
Mstep: Class 5 contains 193447 members 
Mstep: Class 7 contains 20854 members 
Mstep: Class 9 contains 174020 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 7857 members 
Mstep: Class 12 contains 10073 members 
Mstep: Class 13 contains 82511 members 
Mstep: Class 15 contains 8078 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 17311 members 
Mstep: Class 19 contains 146865 members 
Mstep: Class 20 contains 48800 members 
Mstep: Class 21 contains 144617 members 
Mstep: Class 22 contains 25047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101914200.000000 Penalty: 35677.304688
Iteration 16Q: 17 clusters Score -1.019142e+08 nChanged 22379
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 3 contains 13094 members 
Mstep: Class 5 contains 187829 members 
Mstep: Class 7 contains 21808 members 
Mstep: Class 9 contains 172029 members 
Mstep: Class 10 contains 6980 members 
Mstep: Class 11 contains 7754 members 
Mstep: Class 12 contains 9654 members 
Mstep: Class 13 contains 87048 members 
Mstep: Class 15 contains 7601 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 17369 members 
Mstep: Class 19 contains 146889 members 
Mstep: Class 20 contains 48835 members 
Mstep: Class 21 contains 146176 members 
Mstep: Class 22 contains 24463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101922608.000000 Penalty: 35677.304688
Iteration 17Q: 17 clusters Score -1.019226e+08 nChanged 19506
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 3 contains 13897 members 
Mstep: Class 5 contains 182410 members 
Mstep: Class 7 contains 22561 members 
Mstep: Class 9 contains 170951 members 
Mstep: Class 10 contains 7297 members 
Mstep: Class 11 contains 7673 members 
Mstep: Class 12 contains 9348 members 
Mstep: Class 13 contains 91894 members 
Mstep: Class 15 contains 7255 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 17489 members 
Mstep: Class 19 contains 146767 members 
Mstep: Class 20 contains 48803 members 
Mstep: Class 21 contains 146709 members 
Mstep: Class 22 contains 24003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101929760.000000 Penalty: 35677.304688
Iteration 18Q: 17 clusters Score -1.019298e+08 nChanged 17033
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 3 contains 14464 members 
Mstep: Class 5 contains 177471 members 
Mstep: Class 7 contains 23109 members 
Mstep: Class 9 contains 170448 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 7624 members 
Mstep: Class 12 contains 9108 members 
Mstep: Class 13 contains 96667 members 
Mstep: Class 15 contains 6978 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 17655 members 
Mstep: Class 19 contains 146612 members 
Mstep: Class 20 contains 48641 members 
Mstep: Class 21 contains 146589 members 
Mstep: Class 22 contains 23772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101935400.000000 Penalty: 35677.304688
Iteration 19Q: 17 clusters Score -1.019354e+08 nChanged 15331
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 3 contains 14952 members 
Mstep: Class 5 contains 172946 members 
Mstep: Class 7 contains 23427 members 
Mstep: Class 9 contains 170230 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 7573 members 
Mstep: Class 12 contains 8927 members 
Mstep: Class 13 contains 101232 members 
Mstep: Class 15 contains 6805 members 
Mstep: Class 17 contains 3203 members 
Mstep: Class 18 contains 17980 members 
Mstep: Class 19 contains 146448 members 
Mstep: Class 20 contains 48434 members 
Mstep: Class 21 contains 145772 members 
Mstep: Class 22 contains 23938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101940344.000000 Penalty: 35677.304688
Iteration 20F: 17 clusters Score -1.019403e+08 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 3 contains 15314 members 
Mstep: Class 5 contains 169003 members 
Mstep: Class 7 contains 23687 members 
Mstep: Class 9 contains 170169 members 
Mstep: Class 10 contains 7948 members 
Mstep: Class 11 contains 7531 members 
Mstep: Class 12 contains 8768 members 
Mstep: Class 13 contains 105252 members 
Mstep: Class 15 contains 6713 members 
Mstep: Class 17 contains 3347 members 
Mstep: Class 18 contains 18539 members 
Mstep: Class 19 contains 146223 members 
Mstep: Class 20 contains 48125 members 
Mstep: Class 21 contains 144427 members 
Mstep: Class 22 contains 24398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101944000.000000 Penalty: 35677.304688
Iteration 21Q: 17 clusters Score -1.01944e+08 nChanged 13318
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 3 contains 15632 members 
Mstep: Class 5 contains 165749 members 
Mstep: Class 7 contains 23823 members 
Mstep: Class 9 contains 170272 members 
Mstep: Class 10 contains 8086 members 
Mstep: Class 11 contains 7502 members 
Mstep: Class 12 contains 8630 members 
Mstep: Class 13 contains 108896 members 
Mstep: Class 15 contains 6717 members 
Mstep: Class 17 contains 3466 members 
Mstep: Class 18 contains 19380 members 
Mstep: Class 19 contains 145992 members 
Mstep: Class 20 contains 47728 members 
Mstep: Class 21 contains 142485 members 
Mstep: Class 22 contains 24982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101945536.000000 Penalty: 35677.304688
Iteration 22Q: 17 clusters Score -1.019455e+08 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 3 contains 15903 members 
Mstep: Class 5 contains 163181 members 
Mstep: Class 7 contains 23906 members 
Mstep: Class 9 contains 170532 members 
Mstep: Class 10 contains 8197 members 
Mstep: Class 11 contains 7477 members 
Mstep: Class 12 contains 8540 members 
Mstep: Class 13 contains 111853 members 
Mstep: Class 15 contains 6815 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 20523 members 
Mstep: Class 19 contains 145770 members 
Mstep: Class 20 contains 47357 members 
Mstep: Class 21 contains 140020 members 
Mstep: Class 22 contains 25635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101946000.000000 Penalty: 35677.304688
Iteration 23Q: 17 clusters Score -1.01946e+08 nChanged 12066
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 3 contains 16196 members 
Mstep: Class 5 contains 161295 members 
Mstep: Class 7 contains 23914 members 
Mstep: Class 9 contains 170979 members 
Mstep: Class 10 contains 8270 members 
Mstep: Class 11 contains 7470 members 
Mstep: Class 12 contains 8491 members 
Mstep: Class 13 contains 114191 members 
Mstep: Class 15 contains 6943 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 21911 members 
Mstep: Class 19 contains 145541 members 
Mstep: Class 20 contains 47022 members 
Mstep: Class 21 contains 137038 members 
Mstep: Class 22 contains 26324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101945632.000000 Penalty: 35677.304688
Iteration 24Q: 17 clusters Score -1.019456e+08 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 3 contains 16486 members 
Mstep: Class 5 contains 160035 members 
Mstep: Class 7 contains 23851 members 
Mstep: Class 9 contains 171224 members 
Mstep: Class 10 contains 8332 members 
Mstep: Class 11 contains 7454 members 
Mstep: Class 12 contains 8485 members 
Mstep: Class 13 contains 115924 members 
Mstep: Class 15 contains 7112 members 
Mstep: Class 17 contains 3657 members 
Mstep: Class 18 contains 23699 members 
Mstep: Class 19 contains 145337 members 
Mstep: Class 20 contains 46687 members 
Mstep: Class 21 contains 133911 members 
Mstep: Class 22 contains 26939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101945936.000000 Penalty: 35677.304688
Iteration 25Q: 17 clusters Score -1.019459e+08 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 3 contains 16719 members 
Mstep: Class 5 contains 159150 members 
Mstep: Class 7 contains 23739 members 
Mstep: Class 9 contains 170844 members 
Mstep: Class 10 contains 8363 members 
Mstep: Class 11 contains 7447 members 
Mstep: Class 12 contains 8476 members 
Mstep: Class 13 contains 117258 members 
Mstep: Class 15 contains 7263 members 
Mstep: Class 17 contains 3690 members 
Mstep: Class 18 contains 25831 members 
Mstep: Class 19 contains 145200 members 
Mstep: Class 20 contains 46411 members 
Mstep: Class 21 contains 131061 members 
Mstep: Class 22 contains 27630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101947584.000000 Penalty: 35677.304688
Iteration 26Q: 17 clusters Score -1.019476e+08 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 3 contains 16972 members 
Mstep: Class 5 contains 158586 members 
Mstep: Class 7 contains 23609 members 
Mstep: Class 9 contains 169931 members 
Mstep: Class 10 contains 8384 members 
Mstep: Class 11 contains 7449 members 
Mstep: Class 12 contains 8498 members 
Mstep: Class 13 contains 118269 members 
Mstep: Class 15 contains 7411 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 28412 members 
Mstep: Class 19 contains 145036 members 
Mstep: Class 20 contains 46144 members 
Mstep: Class 21 contains 128347 members 
Mstep: Class 22 contains 28282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101949264.000000 Penalty: 35677.304688
Iteration 27Q: 17 clusters Score -1.019493e+08 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 3 contains 17177 members 
Mstep: Class 5 contains 158185 members 
Mstep: Class 7 contains 23479 members 
Mstep: Class 9 contains 168750 members 
Mstep: Class 10 contains 8394 members 
Mstep: Class 11 contains 7447 members 
Mstep: Class 12 contains 8526 members 
Mstep: Class 13 contains 119059 members 
Mstep: Class 15 contains 7525 members 
Mstep: Class 17 contains 3719 members 
Mstep: Class 18 contains 31423 members 
Mstep: Class 19 contains 144904 members 
Mstep: Class 20 contains 45902 members 
Mstep: Class 21 contains 125560 members 
Mstep: Class 22 contains 28961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101950592.000000 Penalty: 35677.304688
Iteration 28Q: 17 clusters Score -1.019506e+08 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 3 contains 17320 members 
Mstep: Class 5 contains 157852 members 
Mstep: Class 7 contains 23317 members 
Mstep: Class 9 contains 167286 members 
Mstep: Class 10 contains 8419 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 119719 members 
Mstep: Class 15 contains 7564 members 
Mstep: Class 17 contains 3733 members 
Mstep: Class 18 contains 34837 members 
Mstep: Class 19 contains 144728 members 
Mstep: Class 20 contains 45719 members 
Mstep: Class 21 contains 122850 members 
Mstep: Class 22 contains 29629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101953352.000000 Penalty: 35677.304688
Iteration 29Q: 17 clusters Score -1.019534e+08 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 3 contains 17469 members 
Mstep: Class 5 contains 157640 members 
Mstep: Class 7 contains 23141 members 
Mstep: Class 9 contains 165599 members 
Mstep: Class 10 contains 8442 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 8618 members 
Mstep: Class 13 contains 120230 members 
Mstep: Class 15 contains 7573 members 
Mstep: Class 17 contains 3738 members 
Mstep: Class 18 contains 38605 members 
Mstep: Class 19 contains 144574 members 
Mstep: Class 20 contains 45543 members 
Mstep: Class 21 contains 120085 members 
Mstep: Class 22 contains 30265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101956152.000000 Penalty: 35677.304688
Iteration 30Q: 17 clusters Score -1.019562e+08 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 3 contains 17588 members 
Mstep: Class 5 contains 157498 members 
Mstep: Class 7 contains 22978 members 
Mstep: Class 9 contains 163993 members 
Mstep: Class 10 contains 8467 members 
Mstep: Class 11 contains 7435 members 
Mstep: Class 12 contains 8691 members 
Mstep: Class 13 contains 120642 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 17 contains 3734 members 
Mstep: Class 18 contains 42568 members 
Mstep: Class 19 contains 144383 members 
Mstep: Class 20 contains 45386 members 
Mstep: Class 21 contains 117177 members 
Mstep: Class 22 contains 30937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101958672.000000 Penalty: 35677.304688
Iteration 31Q: 17 clusters Score -1.019587e+08 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 3 contains 17646 members 
Mstep: Class 5 contains 157381 members 
Mstep: Class 7 contains 22792 members 
Mstep: Class 9 contains 162267 members 
Mstep: Class 10 contains 8482 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 8760 members 
Mstep: Class 13 contains 121080 members 
Mstep: Class 15 contains 7330 members 
Mstep: Class 17 contains 3730 members 
Mstep: Class 18 contains 46828 members 
Mstep: Class 19 contains 144185 members 
Mstep: Class 20 contains 45232 members 
Mstep: Class 21 contains 114219 members 
Mstep: Class 22 contains 31605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101961120.000000 Penalty: 35677.304688
Iteration 32Q: 17 clusters Score -1.019611e+08 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 3 contains 17669 members 
Mstep: Class 5 contains 157420 members 
Mstep: Class 7 contains 22608 members 
Mstep: Class 9 contains 160723 members 
Mstep: Class 10 contains 8514 members 
Mstep: Class 11 contains 7434 members 
Mstep: Class 12 contains 8824 members 
Mstep: Class 13 contains 121316 members 
Mstep: Class 15 contains 7140 members 
Mstep: Class 17 contains 3729 members 
Mstep: Class 18 contains 51039 members 
Mstep: Class 19 contains 143950 members 
Mstep: Class 20 contains 45098 members 
Mstep: Class 21 contains 111238 members 
Mstep: Class 22 contains 32278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101963864.000000 Penalty: 35677.304688
Iteration 33Q: 17 clusters Score -1.019639e+08 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 3 contains 17656 members 
Mstep: Class 5 contains 157367 members 
Mstep: Class 7 contains 22427 members 
Mstep: Class 9 contains 159289 members 
Mstep: Class 10 contains 8531 members 
Mstep: Class 11 contains 7436 members 
Mstep: Class 12 contains 8874 members 
Mstep: Class 13 contains 121625 members 
Mstep: Class 15 contains 6983 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 55025 members 
Mstep: Class 19 contains 143707 members 
Mstep: Class 20 contains 44981 members 
Mstep: Class 21 contains 108396 members 
Mstep: Class 22 contains 32956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101966152.000000 Penalty: 35677.304688
Iteration 34Q: 17 clusters Score -1.019662e+08 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 3 contains 17641 members 
Mstep: Class 5 contains 157291 members 
Mstep: Class 7 contains 22229 members 
Mstep: Class 9 contains 158029 members 
Mstep: Class 10 contains 8535 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 8917 members 
Mstep: Class 13 contains 121945 members 
Mstep: Class 15 contains 6797 members 
Mstep: Class 17 contains 3726 members 
Mstep: Class 18 contains 58720 members 
Mstep: Class 19 contains 143500 members 
Mstep: Class 20 contains 44876 members 
Mstep: Class 21 contains 105793 members 
Mstep: Class 22 contains 33562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101967752.000000 Penalty: 35677.304688
Iteration 35Q: 17 clusters Score -1.019678e+08 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 3 contains 17604 members 
Mstep: Class 5 contains 157217 members 
Mstep: Class 7 contains 22032 members 
Mstep: Class 9 contains 156949 members 
Mstep: Class 10 contains 8534 members 
Mstep: Class 11 contains 7430 members 
Mstep: Class 12 contains 8967 members 
Mstep: Class 13 contains 122263 members 
Mstep: Class 15 contains 6581 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 62150 members 
Mstep: Class 19 contains 143262 members 
Mstep: Class 20 contains 44789 members 
Mstep: Class 21 contains 103447 members 
Mstep: Class 22 contains 34060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101969400.000000 Penalty: 35677.304688
Iteration 36Q: 17 clusters Score -1.019694e+08 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 3 contains 17579 members 
Mstep: Class 5 contains 157175 members 
Mstep: Class 7 contains 21841 members 
Mstep: Class 9 contains 156032 members 
Mstep: Class 10 contains 8532 members 
Mstep: Class 11 contains 7424 members 
Mstep: Class 12 contains 9010 members 
Mstep: Class 13 contains 122551 members 
Mstep: Class 15 contains 6417 members 
Mstep: Class 17 contains 3720 members 
Mstep: Class 18 contains 65139 members 
Mstep: Class 19 contains 143032 members 
Mstep: Class 20 contains 44712 members 
Mstep: Class 21 contains 101374 members 
Mstep: Class 22 contains 34480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101971168.000000 Penalty: 35677.304688
Iteration 37Q: 17 clusters Score -1.019712e+08 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 3 contains 17539 members 
Mstep: Class 5 contains 157124 members 
Mstep: Class 7 contains 21639 members 
Mstep: Class 9 contains 155215 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 7421 members 
Mstep: Class 12 contains 9057 members 
Mstep: Class 13 contains 122837 members 
Mstep: Class 15 contains 6289 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 67769 members 
Mstep: Class 19 contains 142829 members 
Mstep: Class 20 contains 44625 members 
Mstep: Class 21 contains 99577 members 
Mstep: Class 22 contains 34865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101972896.000000 Penalty: 35677.304688
Iteration 38Q: 17 clusters Score -1.019729e+08 nChanged 6359
Entering ConstructFrom: 
Score: -101972896.000000 Penalty: 35677.304688
Entering ConstructFrom: 
Trying to split cluster 1 (11679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Entering Unmasked Estep 
Score: -1351590.625000 Penalty: 1521.901367
	Iteration 0F: 2 clusters Score -1351591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1343433.250000 Penalty: 3043.802734
	Iteration 0F: 3 clusters Score -1343433 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1346035.250000 Penalty: 3043.802734
	Iteration 1F: 3 clusters Score -1346035 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1346279.875000 Penalty: 3043.802734
	Iteration 2F: 3 clusters Score -1346280 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1346522.375000 Penalty: 3043.802734
	Iteration 3Q: 3 clusters Score -1346522 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1346781.125000 Penalty: 3043.802734
	Iteration 4Q: 3 clusters Score -1346781 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1347083.875000 Penalty: 3043.802734
	Iteration 5Q: 3 clusters Score -1347084 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1347425.750000 Penalty: 3043.802734
	Iteration 6F: 3 clusters Score -1347426 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1347843.750000 Penalty: 3043.802734
	Iteration 7F: 3 clusters Score -1347844 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1348323.500000 Penalty: 3043.802734
	Iteration 8F: 3 clusters Score -1348324 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1348847.625000 Penalty: 3043.802734
	Iteration 9F: 3 clusters Score -1348848 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1349316.875000 Penalty: 3043.802734
	Iteration 10Q: 3 clusters Score -1349317 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1349685.375000 Penalty: 3043.802734
	Iteration 11Q: 3 clusters Score -1349685 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1349921.375000 Penalty: 3043.802734
	Iteration 12Q: 3 clusters Score -1349921 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1350042.625000 Penalty: 3043.802734
	Iteration 13Q: 3 clusters Score -1350043 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1350131.250000 Penalty: 3043.802734
	Iteration 14Q: 3 clusters Score -1350131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1350180.500000 Penalty: 3043.802734
	Iteration 15Q: 3 clusters Score -1350180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1350208.500000 Penalty: 3043.802734
	Iteration 16Q: 3 clusters Score -1350208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1350226.875000 Penalty: 3043.802734
	Iteration 17Q: 3 clusters Score -1350227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1350246.750000 Penalty: 3043.802734
	Iteration 18Q: 3 clusters Score -1350247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1350265.625000 Penalty: 3043.802734
	Iteration 19Q: 3 clusters Score -1350266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1350272.875000 Penalty: 3043.802734
	Iteration 20F: 3 clusters Score -1350273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1350275.375000 Penalty: 3043.802734
	Iteration 21Q: 3 clusters Score -1350275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1350281.000000 Penalty: 3043.802734
	Iteration 22Q: 3 clusters Score -1350281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1350286.500000 Penalty: 3043.802734
	Iteration 23Q: 3 clusters Score -1350286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1350286.500000 Penalty: 3043.802734
	Iteration 24F: 3 clusters Score -1350286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Entering Unmasked Estep 
Score: -1943502.750000 Penalty: 1587.571411
	Iteration 0F: 2 clusters Score -1943503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1931561.875000 Penalty: 3175.142822
	Iteration 0F: 3 clusters Score -1931562 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1935846.125000 Penalty: 3175.142822
	Iteration 1F: 3 clusters Score -1935846 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1936093.750000 Penalty: 3175.142822
	Iteration 2Q: 3 clusters Score -1936094 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1936340.250000 Penalty: 3175.142822
	Iteration 3Q: 3 clusters Score -1936340 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1936572.750000 Penalty: 3175.142822
	Iteration 4Q: 3 clusters Score -1936573 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1936843.000000 Penalty: 3175.142822
	Iteration 5Q: 3 clusters Score -1936843 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1937178.750000 Penalty: 3175.142822
	Iteration 6Q: 3 clusters Score -1937179 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1937698.125000 Penalty: 3175.142822
	Iteration 7F: 3 clusters Score -1937698 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1938475.750000 Penalty: 3175.142822
	Iteration 8F: 3 clusters Score -1938476 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1939568.000000 Penalty: 3175.142822
	Iteration 9F: 3 clusters Score -1939568 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1940796.000000 Penalty: 3175.142822
	Iteration 10F: 3 clusters Score -1940796 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1941761.000000 Penalty: 3175.142822
	Iteration 11F: 3 clusters Score -1941761 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1942311.500000 Penalty: 3175.142822
	Iteration 12Q: 3 clusters Score -1942312 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1942572.625000 Penalty: 3175.142822
	Iteration 13Q: 3 clusters Score -1942573 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1942668.250000 Penalty: 3175.142822
	Iteration 14Q: 3 clusters Score -1942668 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1942719.125000 Penalty: 3175.142822
	Iteration 15Q: 3 clusters Score -1942719 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -1942755.250000 Penalty: 3175.142822
	Iteration 16Q: 3 clusters Score -1942755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1942782.125000 Penalty: 3175.142822
	Iteration 17Q: 3 clusters Score -1942782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1942797.750000 Penalty: 3175.142822
	Iteration 18Q: 3 clusters Score -1942798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1942810.500000 Penalty: 3175.142822
	Iteration 19Q: 3 clusters Score -1942810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1942813.625000 Penalty: 3175.142822
	Iteration 20F: 3 clusters Score -1942814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1942818.500000 Penalty: 3175.142822
	Iteration 21Q: 3 clusters Score -1942818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -1942825.875000 Penalty: 3175.142822
	Iteration 22Q: 3 clusters Score -1942826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1942831.750000 Penalty: 3175.142822
	Iteration 23Q: 3 clusters Score -1942832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1942834.625000 Penalty: 3175.142822
	Iteration 24Q: 3 clusters Score -1942835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1942834.500000 Penalty: 3175.142822
	Iteration 25Q: 3 clusters Score -1942834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1942834.750000 Penalty: 3175.142822
	Iteration 26Q: 3 clusters Score -1942835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1942834.750000 Penalty: 3175.142822
	Iteration 27F: 3 clusters Score -1942835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (157061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157061 members 
Entering Unmasked Estep 
Score: -17814528.000000 Penalty: 1944.213379
	Iteration 0F: 2 clusters Score -1.781453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -17711866.000000 Penalty: 3888.426758
	Iteration 0F: 3 clusters Score -1.771187e+07 nChanged 75621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78695 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -17757576.000000 Penalty: 3888.426758
	Iteration 1F: 3 clusters Score -1.775758e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78364 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -17759422.000000 Penalty: 3888.426758
	Iteration 2Q: 3 clusters Score -1.775942e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -17762332.000000 Penalty: 3888.426758
	Iteration 3Q: 3 clusters Score -1.776233e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76730 members 
Mstep: Class 2 contains 80331 members 
Entering Unmasked Estep 
Score: -17766858.000000 Penalty: 3888.426758
	Iteration 4F: 3 clusters Score -1.776686e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 82200 members 
Entering Unmasked Estep 
Score: -17773498.000000 Penalty: 3888.426758
	Iteration 5F: 3 clusters Score -1.77735e+07 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -17782122.000000 Penalty: 3888.426758
	Iteration 6F: 3 clusters Score -1.778212e+07 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 86494 members 
Entering Unmasked Estep 
Score: -17790302.000000 Penalty: 3888.426758
	Iteration 7F: 3 clusters Score -1.77903e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 87775 members 
Entering Unmasked Estep 
Score: -17794506.000000 Penalty: 3888.426758
	Iteration 8F: 3 clusters Score -1.779451e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -17796044.000000 Penalty: 3888.426758
	Iteration 9Q: 3 clusters Score -1.779604e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -17796944.000000 Penalty: 3888.426758
	Iteration 10Q: 3 clusters Score -1.779694e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 90448 members 
Entering Unmasked Estep 
Score: -17797804.000000 Penalty: 3888.426758
	Iteration 11Q: 3 clusters Score -1.77978e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 91297 members 
Entering Unmasked Estep 
Score: -17798506.000000 Penalty: 3888.426758
	Iteration 12Q: 3 clusters Score -1.779851e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -17799192.000000 Penalty: 3888.426758
	Iteration 13Q: 3 clusters Score -1.779919e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 92658 members 
Entering Unmasked Estep 
Score: -17799778.000000 Penalty: 3888.426758
	Iteration 14Q: 3 clusters Score -1.779978e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
Score: -17800308.000000 Penalty: 3888.426758
	Iteration 15Q: 3 clusters Score -1.780031e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 93573 members 
Entering Unmasked Estep 
Score: -17800786.000000 Penalty: 3888.426758
	Iteration 16Q: 3 clusters Score -1.780079e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63208 members 
Mstep: Class 2 contains 93853 members 
Entering Unmasked Estep 
Score: -17801256.000000 Penalty: 3888.426758
	Iteration 17Q: 3 clusters Score -1.780126e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -17801586.000000 Penalty: 3888.426758
	Iteration 18Q: 3 clusters Score -1.780159e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63054 members 
Mstep: Class 2 contains 94007 members 
Entering Unmasked Estep 
Score: -17801792.000000 Penalty: 3888.426758
	Iteration 19Q: 3 clusters Score -1.780179e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -17801924.000000 Penalty: 3888.426758
	Iteration 20F: 3 clusters Score -1.780192e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 93833 members 
Entering Unmasked Estep 
Score: -17802142.000000 Penalty: 3888.426758
	Iteration 21Q: 3 clusters Score -1.780214e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 93735 members 
Entering Unmasked Estep 
Score: -17802282.000000 Penalty: 3888.426758
	Iteration 22Q: 3 clusters Score -1.780228e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 93599 members 
Entering Unmasked Estep 
Score: -17802358.000000 Penalty: 3888.426758
	Iteration 23Q: 3 clusters Score -1.780236e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -17802392.000000 Penalty: 3888.426758
	Iteration 24Q: 3 clusters Score -1.780239e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 93289 members 
Entering Unmasked Estep 
Score: -17802398.000000 Penalty: 3888.426758
	Iteration 25Q: 3 clusters Score -1.78024e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63965 members 
Mstep: Class 2 contains 93096 members 
Entering Unmasked Estep 
Score: -17802370.000000 Penalty: 3888.426758
	Iteration 26Q: 3 clusters Score -1.780237e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64144 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -17802410.000000 Penalty: 3888.426758
	Iteration 27Q: 3 clusters Score -1.780241e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 92772 members 
Entering Unmasked Estep 
Score: -17802434.000000 Penalty: 3888.426758
	Iteration 28Q: 3 clusters Score -1.780243e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 92633 members 
Entering Unmasked Estep 
Score: -17802438.000000 Penalty: 3888.426758
	Iteration 29Q: 3 clusters Score -1.780244e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 92472 members 
Entering Unmasked Estep 
Score: -17802450.000000 Penalty: 3888.426758
	Iteration 30Q: 3 clusters Score -1.780245e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 92342 members 
Entering Unmasked Estep 
Score: -17802412.000000 Penalty: 3888.426758
	Iteration 31Q: 3 clusters Score -1.780241e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 92208 members 
Entering Unmasked Estep 
Score: -17802404.000000 Penalty: 3888.426758
	Iteration 32Q: 3 clusters Score -1.78024e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64954 members 
Mstep: Class 2 contains 92107 members 
Entering Unmasked Estep 
Score: -17802382.000000 Penalty: 3888.426758
	Iteration 33Q: 3 clusters Score -1.780238e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 91996 members 
Entering Unmasked Estep 
Score: -17802336.000000 Penalty: 3888.426758
	Iteration 34Q: 3 clusters Score -1.780234e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 91904 members 
Entering Unmasked Estep 
Score: -17802362.000000 Penalty: 3888.426758
	Iteration 35Q: 3 clusters Score -1.780236e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 91829 members 
Entering Unmasked Estep 
Score: -17802370.000000 Penalty: 3888.426758
	Iteration 36Q: 3 clusters Score -1.780237e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -17802340.000000 Penalty: 3888.426758
	Iteration 37Q: 3 clusters Score -1.780234e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 91690 members 
Entering Unmasked Estep 
Score: -17802310.000000 Penalty: 3888.426758
	Iteration 38Q: 3 clusters Score -1.780231e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -17802298.000000 Penalty: 3888.426758
	Iteration 39Q: 3 clusters Score -1.78023e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 91522 members 
Entering Unmasked Estep 
Score: -17802276.000000 Penalty: 3888.426758
	Iteration 40F: 3 clusters Score -1.780228e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 91442 members 
Entering Unmasked Estep 
Score: -17802280.000000 Penalty: 3888.426758
	Iteration 41Q: 3 clusters Score -1.780228e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -17802278.000000 Penalty: 3888.426758
	Iteration 42Q: 3 clusters Score -1.780228e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 91324 members 
Entering Unmasked Estep 
Score: -17802284.000000 Penalty: 3888.426758
	Iteration 43Q: 3 clusters Score -1.780228e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 91265 members 
Entering Unmasked Estep 
Score: -17802300.000000 Penalty: 3888.426758
	Iteration 44Q: 3 clusters Score -1.78023e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Mstep: Class 2 contains 91192 members 
Entering Unmasked Estep 
Score: -17802286.000000 Penalty: 3888.426758
	Iteration 45Q: 3 clusters Score -1.780229e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 91118 members 
Entering Unmasked Estep 
Score: -17802280.000000 Penalty: 3888.426758
	Iteration 46Q: 3 clusters Score -1.780228e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -17802300.000000 Penalty: 3888.426758
	Iteration 47Q: 3 clusters Score -1.78023e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -17802318.000000 Penalty: 3888.426758
	Iteration 48Q: 3 clusters Score -1.780232e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 90931 members 
Entering Unmasked Estep 
Score: -17802328.000000 Penalty: 3888.426758
	Iteration 49Q: 3 clusters Score -1.780233e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 90875 members 
Entering Unmasked Estep 
Score: -17802342.000000 Penalty: 3888.426758
	Iteration 50Q: 3 clusters Score -1.780234e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 90819 members 
Entering Unmasked Estep 
Score: -17802350.000000 Penalty: 3888.426758
	Iteration 51Q: 3 clusters Score -1.780235e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 90773 members 
Entering Unmasked Estep 
Score: -17802340.000000 Penalty: 3888.426758
	Iteration 52Q: 3 clusters Score -1.780234e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -17802332.000000 Penalty: 3888.426758
	Iteration 53Q: 3 clusters Score -1.780233e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 90676 members 
Entering Unmasked Estep 
Score: -17802328.000000 Penalty: 3888.426758
	Iteration 54Q: 3 clusters Score -1.780233e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66423 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -17802316.000000 Penalty: 3888.426758
	Iteration 55Q: 3 clusters Score -1.780232e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 90586 members 
Entering Unmasked Estep 
Score: -17802334.000000 Penalty: 3888.426758
	Iteration 56Q: 3 clusters Score -1.780233e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -17802338.000000 Penalty: 3888.426758
	Iteration 57Q: 3 clusters Score -1.780234e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 90489 members 
Entering Unmasked Estep 
Score: -17802328.000000 Penalty: 3888.426758
	Iteration 58Q: 3 clusters Score -1.780233e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -17802326.000000 Penalty: 3888.426758
	Iteration 59Q: 3 clusters Score -1.780233e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 90401 members 
Entering Unmasked Estep 
Score: -17802326.000000 Penalty: 3888.426758
	Iteration 60F: 3 clusters Score -1.780233e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -17802322.000000 Penalty: 3888.426758
	Iteration 61Q: 3 clusters Score -1.780232e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 90315 members 
Entering Unmasked Estep 
Score: -17802332.000000 Penalty: 3888.426758
	Iteration 62Q: 3 clusters Score -1.780233e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 90276 members 
Entering Unmasked Estep 
Score: -17802336.000000 Penalty: 3888.426758
	Iteration 63Q: 3 clusters Score -1.780234e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66828 members 
Mstep: Class 2 contains 90233 members 
Entering Unmasked Estep 
Score: -17802290.000000 Penalty: 3888.426758
	Iteration 64Q: 3 clusters Score -1.780229e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66871 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -17802292.000000 Penalty: 3888.426758
	Iteration 65Q: 3 clusters Score -1.780229e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66920 members 
Mstep: Class 2 contains 90141 members 
Entering Unmasked Estep 
Score: -17802300.000000 Penalty: 3888.426758
	Iteration 66Q: 3 clusters Score -1.78023e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66952 members 
Mstep: Class 2 contains 90109 members 
Entering Unmasked Estep 
Score: -17802284.000000 Penalty: 3888.426758
	Iteration 67Q: 3 clusters Score -1.780228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66974 members 
Mstep: Class 2 contains 90087 members 
Entering Unmasked Estep 
Score: -17802268.000000 Penalty: 3888.426758
	Iteration 68Q: 3 clusters Score -1.780227e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 90062 members 
Entering Unmasked Estep 
Score: -17802258.000000 Penalty: 3888.426758
	Iteration 69Q: 3 clusters Score -1.780226e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 90030 members 
Entering Unmasked Estep 
Score: -17802264.000000 Penalty: 3888.426758
	Iteration 70Q: 3 clusters Score -1.780226e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 90002 members 
Entering Unmasked Estep 
Score: -17802268.000000 Penalty: 3888.426758
	Iteration 71Q: 3 clusters Score -1.780227e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -17802280.000000 Penalty: 3888.426758
	Iteration 72Q: 3 clusters Score -1.780228e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67112 members 
Mstep: Class 2 contains 89949 members 
Entering Unmasked Estep 
Score: -17802258.000000 Penalty: 3888.426758
	Iteration 73Q: 3 clusters Score -1.780226e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 89917 members 
Entering Unmasked Estep 
Score: -17802256.000000 Penalty: 3888.426758
	Iteration 74Q: 3 clusters Score -1.780226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 89889 members 
Entering Unmasked Estep 
Score: -17802252.000000 Penalty: 3888.426758
	Iteration 75Q: 3 clusters Score -1.780225e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67206 members 
Mstep: Class 2 contains 89855 members 
Entering Unmasked Estep 
Score: -17802252.000000 Penalty: 3888.426758
	Iteration 76Q: 3 clusters Score -1.780225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 89835 members 
Entering Unmasked Estep 
Score: -17802264.000000 Penalty: 3888.426758
	Iteration 77Q: 3 clusters Score -1.780226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67250 members 
Mstep: Class 2 contains 89811 members 
Entering Unmasked Estep 
Score: -17802266.000000 Penalty: 3888.426758
	Iteration 78Q: 3 clusters Score -1.780227e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 89787 members 
Entering Unmasked Estep 
Score: -17802282.000000 Penalty: 3888.426758
	Iteration 79Q: 3 clusters Score -1.780228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -17802282.000000 Penalty: 3888.426758
	Iteration 80F: 3 clusters Score -1.780228e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -17802282.000000 Penalty: 3888.426758
	Iteration 81Q: 3 clusters Score -1.780228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -17802278.000000 Penalty: 3888.426758
	Iteration 82Q: 3 clusters Score -1.780228e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -17802292.000000 Penalty: 3888.426758
	Iteration 83Q: 3 clusters Score -1.780229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67407 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -17802294.000000 Penalty: 3888.426758
	Iteration 84Q: 3 clusters Score -1.780229e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -17802302.000000 Penalty: 3888.426758
	Iteration 85Q: 3 clusters Score -1.78023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -17802284.000000 Penalty: 3888.426758
	Iteration 86Q: 3 clusters Score -1.780228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67458 members 
Mstep: Class 2 contains 89603 members 
Entering Unmasked Estep 
Score: -17802288.000000 Penalty: 3888.426758
	Iteration 87Q: 3 clusters Score -1.780229e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67476 members 
Mstep: Class 2 contains 89585 members 
Entering Unmasked Estep 
Score: -17802288.000000 Penalty: 3888.426758
	Iteration 88Q: 3 clusters Score -1.780229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 89575 members 
Entering Unmasked Estep 
Score: -17802276.000000 Penalty: 3888.426758
	Iteration 89Q: 3 clusters Score -1.780228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 89572 members 
Entering Unmasked Estep 
Score: -17802288.000000 Penalty: 3888.426758
	Iteration 90Q: 3 clusters Score -1.780229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 89562 members 
Entering Unmasked Estep 
Score: -17802278.000000 Penalty: 3888.426758
	Iteration 91Q: 3 clusters Score -1.780228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 89552 members 
Entering Unmasked Estep 
Score: -17802264.000000 Penalty: 3888.426758
	Iteration 92Q: 3 clusters Score -1.780226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 89544 members 
Entering Unmasked Estep 
Score: -17802254.000000 Penalty: 3888.426758
	Iteration 93Q: 3 clusters Score -1.780225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -17802264.000000 Penalty: 3888.426758
	Iteration 94Q: 3 clusters Score -1.780226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 89533 members 
Entering Unmasked Estep 
Score: -17802260.000000 Penalty: 3888.426758
	Iteration 95Q: 3 clusters Score -1.780226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67529 members 
Mstep: Class 2 contains 89532 members 
Entering Unmasked Estep 
Score: -17802254.000000 Penalty: 3888.426758
	Iteration 96Q: 3 clusters Score -1.780225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67529 members 
Mstep: Class 2 contains 89532 members 
Entering Unmasked Estep 
Score: -17802254.000000 Penalty: 3888.426758
	Iteration 97F: 3 clusters Score -1.780225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Entering Unmasked Estep 
Score: -2467205.250000 Penalty: 1620.660156
	Iteration 0F: 2 clusters Score -2467205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2452595.750000 Penalty: 3241.320312
	Iteration 0F: 3 clusters Score -2452596 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2458109.250000 Penalty: 3241.320312
	Iteration 1F: 3 clusters Score -2458109 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2458713.000000 Penalty: 3241.320312
	Iteration 2F: 3 clusters Score -2458713 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2459457.750000 Penalty: 3241.320312
	Iteration 3F: 3 clusters Score -2459458 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2460413.000000 Penalty: 3241.320312
	Iteration 4F: 3 clusters Score -2460413 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2461628.750000 Penalty: 3241.320312
	Iteration 5F: 3 clusters Score -2461629 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2462932.000000 Penalty: 3241.320312
	Iteration 6F: 3 clusters Score -2462932 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2464120.000000 Penalty: 3241.320312
	Iteration 7F: 3 clusters Score -2464120 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2464921.000000 Penalty: 3241.320312
	Iteration 8Q: 3 clusters Score -2464921 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2465392.250000 Penalty: 3241.320312
	Iteration 9Q: 3 clusters Score -2465392 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2465653.000000 Penalty: 3241.320312
	Iteration 10Q: 3 clusters Score -2465653 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2465808.250000 Penalty: 3241.320312
	Iteration 11Q: 3 clusters Score -2465808 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2465889.500000 Penalty: 3241.320312
	Iteration 12Q: 3 clusters Score -2465890 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2465947.000000 Penalty: 3241.320312
	Iteration 13Q: 3 clusters Score -2465947 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2465979.750000 Penalty: 3241.320312
	Iteration 14Q: 3 clusters Score -2465980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2466013.750000 Penalty: 3241.320312
	Iteration 15Q: 3 clusters Score -2466014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2466029.500000 Penalty: 3241.320312
	Iteration 16Q: 3 clusters Score -2466030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2466051.750000 Penalty: 3241.320312
	Iteration 17Q: 3 clusters Score -2466052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2466065.750000 Penalty: 3241.320312
	Iteration 18Q: 3 clusters Score -2466066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2466077.750000 Penalty: 3241.320312
	Iteration 19Q: 3 clusters Score -2466078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2466077.750000 Penalty: 3241.320312
	Iteration 20F: 3 clusters Score -2466078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2466087.750000 Penalty: 3241.320312
	Iteration 21Q: 3 clusters Score -2466088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2466090.500000 Penalty: 3241.320312
	Iteration 22Q: 3 clusters Score -2466090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2466097.750000 Penalty: 3241.320312
	Iteration 23Q: 3 clusters Score -2466098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2466097.750000 Penalty: 3241.320312
	Iteration 24Q: 3 clusters Score -2466098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2466102.750000 Penalty: 3241.320312
	Iteration 25Q: 3 clusters Score -2466103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2466104.250000 Penalty: 3241.320312
	Iteration 26Q: 3 clusters Score -2466104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2466108.250000 Penalty: 3241.320312
	Iteration 27Q: 3 clusters Score -2466108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2466119.250000 Penalty: 3241.320312
	Iteration 28Q: 3 clusters Score -2466119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2466128.250000 Penalty: 3241.320312
	Iteration 29Q: 3 clusters Score -2466128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2466134.750000 Penalty: 3241.320312
	Iteration 30Q: 3 clusters Score -2466135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2466141.250000 Penalty: 3241.320312
	Iteration 31Q: 3 clusters Score -2466141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2466143.750000 Penalty: 3241.320312
	Iteration 32Q: 3 clusters Score -2466144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2466144.500000 Penalty: 3241.320312
	Iteration 33Q: 3 clusters Score -2466144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2466146.500000 Penalty: 3241.320312
	Iteration 34Q: 3 clusters Score -2466146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2466146.500000 Penalty: 3241.320312
	Iteration 35Q: 3 clusters Score -2466146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2466149.500000 Penalty: 3241.320312
	Iteration 36Q: 3 clusters Score -2466150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2466149.500000 Penalty: 3241.320312
	Iteration 37F: 3 clusters Score -2466150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (154670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154670 members 
Entering Unmasked Estep 
Score: -17875798.000000 Penalty: 1941.720459
	Iteration 0F: 2 clusters Score -1.78758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -17790160.000000 Penalty: 3883.440918
	Iteration 0F: 3 clusters Score -1.779016e+07 nChanged 74747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82701 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -17834282.000000 Penalty: 3883.440918
	Iteration 1F: 3 clusters Score -1.783428e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 69090 members 
Entering Unmasked Estep 
Score: -17835476.000000 Penalty: 3883.440918
	Iteration 2Q: 3 clusters Score -1.783548e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -17837442.000000 Penalty: 3883.440918
	Iteration 3Q: 3 clusters Score -1.783744e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94687 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -17840806.000000 Penalty: 3883.440918
	Iteration 4F: 3 clusters Score -1.784081e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -17846234.000000 Penalty: 3883.440918
	Iteration 5F: 3 clusters Score -1.784623e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105961 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -17854314.000000 Penalty: 3883.440918
	Iteration 6F: 3 clusters Score -1.785431e+07 nChanged 10661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109144 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -17862298.000000 Penalty: 3883.440918
	Iteration 7F: 3 clusters Score -1.78623e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109715 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -17866744.000000 Penalty: 3883.440918
	Iteration 8F: 3 clusters Score -1.786674e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109133 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -17868090.000000 Penalty: 3883.440918
	Iteration 9Q: 3 clusters Score -1.786809e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108395 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -17868436.000000 Penalty: 3883.440918
	Iteration 10Q: 3 clusters Score -1.786844e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107587 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -17868798.000000 Penalty: 3883.440918
	Iteration 11Q: 3 clusters Score -1.78688e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106626 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -17869184.000000 Penalty: 3883.440918
	Iteration 12Q: 3 clusters Score -1.786918e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105469 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -17869660.000000 Penalty: 3883.440918
	Iteration 13Q: 3 clusters Score -1.786966e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104160 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -17870158.000000 Penalty: 3883.440918
	Iteration 14Q: 3 clusters Score -1.787016e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102573 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -17870600.000000 Penalty: 3883.440918
	Iteration 15Q: 3 clusters Score -1.78706e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100891 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -17871042.000000 Penalty: 3883.440918
	Iteration 16Q: 3 clusters Score -1.787104e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98996 members 
Mstep: Class 2 contains 55674 members 
Entering Unmasked Estep 
Score: -17871694.000000 Penalty: 3883.440918
	Iteration 17Q: 3 clusters Score -1.787169e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96965 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -17872480.000000 Penalty: 3883.440918
	Iteration 18Q: 3 clusters Score -1.787248e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94946 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -17873112.000000 Penalty: 3883.440918
	Iteration 19Q: 3 clusters Score -1.787311e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -17873976.000000 Penalty: 3883.440918
	Iteration 20F: 3 clusters Score -1.787398e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -17874804.000000 Penalty: 3883.440918
	Iteration 21Q: 3 clusters Score -1.78748e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88701 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -17875708.000000 Penalty: 3883.440918
	Iteration 22Q: 3 clusters Score -1.787571e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -17876534.000000 Penalty: 3883.440918
	Iteration 23Q: 3 clusters Score -1.787653e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85062 members 
Mstep: Class 2 contains 69608 members 
Entering Unmasked Estep 
Score: -17877198.000000 Penalty: 3883.440918
	Iteration 24Q: 3 clusters Score -1.78772e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -17877686.000000 Penalty: 3883.440918
	Iteration 25Q: 3 clusters Score -1.787769e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -17878086.000000 Penalty: 3883.440918
	Iteration 26Q: 3 clusters Score -1.787809e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81134 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -17878386.000000 Penalty: 3883.440918
	Iteration 27Q: 3 clusters Score -1.787839e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -17878718.000000 Penalty: 3883.440918
	Iteration 28Q: 3 clusters Score -1.787872e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79454 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -17878980.000000 Penalty: 3883.440918
	Iteration 29Q: 3 clusters Score -1.787898e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 75937 members 
Entering Unmasked Estep 
Score: -17879126.000000 Penalty: 3883.440918
	Iteration 30Q: 3 clusters Score -1.787913e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78138 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -17879152.000000 Penalty: 3883.440918
	Iteration 31Q: 3 clusters Score -1.787915e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 77153 members 
Entering Unmasked Estep 
Score: -17879374.000000 Penalty: 3883.440918
	Iteration 32Q: 3 clusters Score -1.787937e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76890 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -17879424.000000 Penalty: 3883.440918
	Iteration 33Q: 3 clusters Score -1.787942e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 78397 members 
Entering Unmasked Estep 
Score: -17879452.000000 Penalty: 3883.440918
	Iteration 34Q: 3 clusters Score -1.787945e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75657 members 
Mstep: Class 2 contains 79013 members 
Entering Unmasked Estep 
Score: -17879578.000000 Penalty: 3883.440918
	Iteration 35Q: 3 clusters Score -1.787958e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -17879648.000000 Penalty: 3883.440918
	Iteration 36Q: 3 clusters Score -1.787965e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -17879726.000000 Penalty: 3883.440918
	Iteration 37Q: 3 clusters Score -1.787973e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
Score: -17879768.000000 Penalty: 3883.440918
	Iteration 38Q: 3 clusters Score -1.787977e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 81228 members 
Entering Unmasked Estep 
Score: -17879720.000000 Penalty: 3883.440918
	Iteration 39Q: 3 clusters Score -1.787972e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 81769 members 
Entering Unmasked Estep 
Score: -17879800.000000 Penalty: 3883.440918
	Iteration 40F: 3 clusters Score -1.78798e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72323 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -17879810.000000 Penalty: 3883.440918
	Iteration 41Q: 3 clusters Score -1.787981e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71762 members 
Mstep: Class 2 contains 82908 members 
Entering Unmasked Estep 
Score: -17879816.000000 Penalty: 3883.440918
	Iteration 42Q: 3 clusters Score -1.787982e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Mstep: Class 2 contains 83487 members 
Entering Unmasked Estep 
Score: -17879864.000000 Penalty: 3883.440918
	Iteration 43Q: 3 clusters Score -1.787986e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70579 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -17879866.000000 Penalty: 3883.440918
	Iteration 44Q: 3 clusters Score -1.787987e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
Score: -17879786.000000 Penalty: 3883.440918
	Iteration 45Q: 3 clusters Score -1.787979e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 85011 members 
Entering Unmasked Estep 
Score: -17879766.000000 Penalty: 3883.440918
	Iteration 46Q: 3 clusters Score -1.787977e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -17879760.000000 Penalty: 3883.440918
	Iteration 47Q: 3 clusters Score -1.787976e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 85736 members 
Entering Unmasked Estep 
Score: -17879770.000000 Penalty: 3883.440918
	Iteration 48Q: 3 clusters Score -1.787977e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 86100 members 
Entering Unmasked Estep 
Score: -17879770.000000 Penalty: 3883.440918
	Iteration 49Q: 3 clusters Score -1.787977e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68229 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -17879674.000000 Penalty: 3883.440918
	Iteration 50Q: 3 clusters Score -1.787967e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67876 members 
Mstep: Class 2 contains 86794 members 
Entering Unmasked Estep 
Score: -17879662.000000 Penalty: 3883.440918
	Iteration 51Q: 3 clusters Score -1.787966e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 87157 members 
Entering Unmasked Estep 
Score: -17879602.000000 Penalty: 3883.440918
	Iteration 52Q: 3 clusters Score -1.78796e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 87461 members 
Entering Unmasked Estep 
Score: -17879598.000000 Penalty: 3883.440918
	Iteration 53Q: 3 clusters Score -1.78796e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 87788 members 
Entering Unmasked Estep 
Score: -17879592.000000 Penalty: 3883.440918
	Iteration 54Q: 3 clusters Score -1.787959e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -17879586.000000 Penalty: 3883.440918
	Iteration 55Q: 3 clusters Score -1.787959e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 88545 members 
Entering Unmasked Estep 
Score: -17879506.000000 Penalty: 3883.440918
	Iteration 56Q: 3 clusters Score -1.787951e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 88939 members 
Entering Unmasked Estep 
Score: -17879422.000000 Penalty: 3883.440918
	Iteration 57Q: 3 clusters Score -1.787942e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -17879396.000000 Penalty: 3883.440918
	Iteration 58Q: 3 clusters Score -1.78794e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65002 members 
Mstep: Class 2 contains 89668 members 
Entering Unmasked Estep 
Score: -17879372.000000 Penalty: 3883.440918
	Iteration 59Q: 3 clusters Score -1.787937e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 90039 members 
Entering Unmasked Estep 
Score: -17879386.000000 Penalty: 3883.440918
	Iteration 60F: 3 clusters Score -1.787939e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 90414 members 
Entering Unmasked Estep 
Score: -17879338.000000 Penalty: 3883.440918
	Iteration 61Q: 3 clusters Score -1.787934e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 90774 members 
Entering Unmasked Estep 
Score: -17879330.000000 Penalty: 3883.440918
	Iteration 62Q: 3 clusters Score -1.787933e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 91150 members 
Entering Unmasked Estep 
Score: -17879310.000000 Penalty: 3883.440918
	Iteration 63Q: 3 clusters Score -1.787931e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 91522 members 
Entering Unmasked Estep 
Score: -17879340.000000 Penalty: 3883.440918
	Iteration 64Q: 3 clusters Score -1.787934e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 91888 members 
Entering Unmasked Estep 
Score: -17879364.000000 Penalty: 3883.440918
	Iteration 65Q: 3 clusters Score -1.787936e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62458 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -17879312.000000 Penalty: 3883.440918
	Iteration 66Q: 3 clusters Score -1.787931e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62144 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -17879270.000000 Penalty: 3883.440918
	Iteration 67Q: 3 clusters Score -1.787927e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 92864 members 
Entering Unmasked Estep 
Score: -17879172.000000 Penalty: 3883.440918
	Iteration 68Q: 3 clusters Score -1.787917e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -17879154.000000 Penalty: 3883.440918
	Iteration 69Q: 3 clusters Score -1.787915e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -17879112.000000 Penalty: 3883.440918
	Iteration 70Q: 3 clusters Score -1.787911e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 94009 members 
Entering Unmasked Estep 
Score: -17879088.000000 Penalty: 3883.440918
	Iteration 71Q: 3 clusters Score -1.787909e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60295 members 
Mstep: Class 2 contains 94375 members 
Entering Unmasked Estep 
Score: -17879110.000000 Penalty: 3883.440918
	Iteration 72Q: 3 clusters Score -1.787911e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 94754 members 
Entering Unmasked Estep 
Score: -17879072.000000 Penalty: 3883.440918
	Iteration 73Q: 3 clusters Score -1.787907e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -17879004.000000 Penalty: 3883.440918
	Iteration 74Q: 3 clusters Score -1.7879e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 95534 members 
Entering Unmasked Estep 
Score: -17879016.000000 Penalty: 3883.440918
	Iteration 75Q: 3 clusters Score -1.787902e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 95902 members 
Entering Unmasked Estep 
Score: -17878976.000000 Penalty: 3883.440918
	Iteration 76Q: 3 clusters Score -1.787898e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 96262 members 
Entering Unmasked Estep 
Score: -17878954.000000 Penalty: 3883.440918
	Iteration 77Q: 3 clusters Score -1.787895e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 96642 members 
Entering Unmasked Estep 
Score: -17878988.000000 Penalty: 3883.440918
	Iteration 78Q: 3 clusters Score -1.787899e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 97012 members 
Entering Unmasked Estep 
Score: -17878976.000000 Penalty: 3883.440918
	Iteration 79Q: 3 clusters Score -1.787898e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 97405 members 
Entering Unmasked Estep 
Score: -17878954.000000 Penalty: 3883.440918
	Iteration 80F: 3 clusters Score -1.787895e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -17878898.000000 Penalty: 3883.440918
	Iteration 81Q: 3 clusters Score -1.78789e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 98168 members 
Entering Unmasked Estep 
Score: -17878932.000000 Penalty: 3883.440918
	Iteration 82Q: 3 clusters Score -1.787893e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -17878912.000000 Penalty: 3883.440918
	Iteration 83Q: 3 clusters Score -1.787891e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 98856 members 
Entering Unmasked Estep 
Score: -17878864.000000 Penalty: 3883.440918
	Iteration 84Q: 3 clusters Score -1.787886e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 99197 members 
Entering Unmasked Estep 
Score: -17878832.000000 Penalty: 3883.440918
	Iteration 85Q: 3 clusters Score -1.787883e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 99464 members 
Entering Unmasked Estep 
Score: -17878808.000000 Penalty: 3883.440918
	Iteration 86Q: 3 clusters Score -1.787881e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 99739 members 
Entering Unmasked Estep 
Score: -17878888.000000 Penalty: 3883.440918
	Iteration 87Q: 3 clusters Score -1.787889e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 99964 members 
Entering Unmasked Estep 
Score: -17878866.000000 Penalty: 3883.440918
	Iteration 88Q: 3 clusters Score -1.787887e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 100160 members 
Entering Unmasked Estep 
Score: -17878816.000000 Penalty: 3883.440918
	Iteration 89Q: 3 clusters Score -1.787882e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 100343 members 
Entering Unmasked Estep 
Score: -17878710.000000 Penalty: 3883.440918
	Iteration 90Q: 3 clusters Score -1.787871e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 100507 members 
Entering Unmasked Estep 
Score: -17878672.000000 Penalty: 3883.440918
	Iteration 91Q: 3 clusters Score -1.787867e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -17878680.000000 Penalty: 3883.440918
	Iteration 92Q: 3 clusters Score -1.787868e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 100819 members 
Entering Unmasked Estep 
Score: -17878688.000000 Penalty: 3883.440918
	Iteration 93Q: 3 clusters Score -1.787869e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 100941 members 
Entering Unmasked Estep 
Score: -17878720.000000 Penalty: 3883.440918
	Iteration 94Q: 3 clusters Score -1.787872e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 101039 members 
Entering Unmasked Estep 
Score: -17878700.000000 Penalty: 3883.440918
	Iteration 95Q: 3 clusters Score -1.78787e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 101110 members 
Entering Unmasked Estep 
Score: -17878616.000000 Penalty: 3883.440918
	Iteration 96Q: 3 clusters Score -1.787862e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 101124 members 
Entering Unmasked Estep 
Score: -17878620.000000 Penalty: 3883.440918
	Iteration 97Q: 3 clusters Score -1.787862e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 101077 members 
Entering Unmasked Estep 
Score: -17878632.000000 Penalty: 3883.440918
	Iteration 98Q: 3 clusters Score -1.787863e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 101049 members 
Entering Unmasked Estep 
Score: -17878632.000000 Penalty: 3883.440918
	Iteration 99Q: 3 clusters Score -1.787863e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 101000 members 
Entering Unmasked Estep 
Score: -17878582.000000 Penalty: 3883.440918
	Iteration 100F: 3 clusters Score -1.787858e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 100848 members 
Entering Unmasked Estep 
Score: -17878560.000000 Penalty: 3883.440918
	Iteration 101Q: 3 clusters Score -1.787856e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 100594 members 
Entering Unmasked Estep 
Score: -17878576.000000 Penalty: 3883.440918
	Iteration 102Q: 3 clusters Score -1.787858e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 100227 members 
Entering Unmasked Estep 
Score: -17878584.000000 Penalty: 3883.440918
	Iteration 103Q: 3 clusters Score -1.787858e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 99720 members 
Entering Unmasked Estep 
Score: -17878600.000000 Penalty: 3883.440918
	Iteration 104Q: 3 clusters Score -1.78786e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 99071 members 
Entering Unmasked Estep 
Score: -17878650.000000 Penalty: 3883.440918
	Iteration 105Q: 3 clusters Score -1.787865e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 98274 members 
Entering Unmasked Estep 
Score: -17878768.000000 Penalty: 3883.440918
	Iteration 106Q: 3 clusters Score -1.787877e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57320 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -17878840.000000 Penalty: 3883.440918
	Iteration 107Q: 3 clusters Score -1.787884e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -17879032.000000 Penalty: 3883.440918
	Iteration 108Q: 3 clusters Score -1.787903e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -17879314.000000 Penalty: 3883.440918
	Iteration 109Q: 3 clusters Score -1.787931e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -17879660.000000 Penalty: 3883.440918
	Iteration 110Q: 3 clusters Score -1.787966e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 91687 members 
Entering Unmasked Estep 
Score: -17880048.000000 Penalty: 3883.440918
	Iteration 111Q: 3 clusters Score -1.788005e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 89878 members 
Entering Unmasked Estep 
Score: -17880466.000000 Penalty: 3883.440918
	Iteration 112Q: 3 clusters Score -1.788047e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 88008 members 
Entering Unmasked Estep 
Score: -17881052.000000 Penalty: 3883.440918
	Iteration 113Q: 3 clusters Score -1.788105e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 86065 members 
Entering Unmasked Estep 
Score: -17881492.000000 Penalty: 3883.440918
	Iteration 114Q: 3 clusters Score -1.788149e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 84234 members 
Entering Unmasked Estep 
Score: -17881964.000000 Penalty: 3883.440918
	Iteration 115Q: 3 clusters Score -1.788196e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -17882228.000000 Penalty: 3883.440918
	Iteration 116Q: 3 clusters Score -1.788223e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73859 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -17882486.000000 Penalty: 3883.440918
	Iteration 117Q: 3 clusters Score -1.788249e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -17882650.000000 Penalty: 3883.440918
	Iteration 118Q: 3 clusters Score -1.788265e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 77103 members 
Entering Unmasked Estep 
Score: -17882766.000000 Penalty: 3883.440918
	Iteration 119Q: 3 clusters Score -1.788277e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80123 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -17882966.000000 Penalty: 3883.440918
	Iteration 120F: 3 clusters Score -1.788297e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83169 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -17882820.000000 Penalty: 3883.440918
	Iteration 121Q: 3 clusters Score -1.788282e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86295 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -17882702.000000 Penalty: 3883.440918
	Iteration 122Q: 3 clusters Score -1.78827e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89704 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -17882264.000000 Penalty: 3883.440918
	Iteration 123Q: 3 clusters Score -1.788226e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -17881844.000000 Penalty: 3883.440918
	Iteration 124Q: 3 clusters Score -1.788184e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -17881392.000000 Penalty: 3883.440918
	Iteration 125Q: 3 clusters Score -1.788139e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -17881128.000000 Penalty: 3883.440918
	Iteration 126Q: 3 clusters Score -1.788113e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101925 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -17880742.000000 Penalty: 3883.440918
	Iteration 127Q: 3 clusters Score -1.788074e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104060 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -17880460.000000 Penalty: 3883.440918
	Iteration 128Q: 3 clusters Score -1.788046e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -17880282.000000 Penalty: 3883.440918
	Iteration 129Q: 3 clusters Score -1.788028e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107339 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -17880118.000000 Penalty: 3883.440918
	Iteration 130Q: 3 clusters Score -1.788012e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108656 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -17879864.000000 Penalty: 3883.440918
	Iteration 131Q: 3 clusters Score -1.787986e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109723 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -17879770.000000 Penalty: 3883.440918
	Iteration 132Q: 3 clusters Score -1.787977e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110552 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -17879696.000000 Penalty: 3883.440918
	Iteration 133Q: 3 clusters Score -1.78797e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111316 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -17879660.000000 Penalty: 3883.440918
	Iteration 134Q: 3 clusters Score -1.787966e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112006 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -17879572.000000 Penalty: 3883.440918
	Iteration 135Q: 3 clusters Score -1.787957e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112651 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -17879572.000000 Penalty: 3883.440918
	Iteration 136Q: 3 clusters Score -1.787957e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113254 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -17879570.000000 Penalty: 3883.440918
	Iteration 137Q: 3 clusters Score -1.787957e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113845 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -17879602.000000 Penalty: 3883.440918
	Iteration 138Q: 3 clusters Score -1.78796e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114452 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -17879636.000000 Penalty: 3883.440918
	Iteration 139Q: 3 clusters Score -1.787964e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115052 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -17880498.000000 Penalty: 3883.440918
	Iteration 140F: 3 clusters Score -1.78805e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116890 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -17880566.000000 Penalty: 3883.440918
	Iteration 141Q: 3 clusters Score -1.788057e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118399 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -17880540.000000 Penalty: 3883.440918
	Iteration 142Q: 3 clusters Score -1.788054e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119715 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -17880478.000000 Penalty: 3883.440918
	Iteration 143Q: 3 clusters Score -1.788048e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120847 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -17880428.000000 Penalty: 3883.440918
	Iteration 144Q: 3 clusters Score -1.788043e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121882 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -17880412.000000 Penalty: 3883.440918
	Iteration 145Q: 3 clusters Score -1.788041e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122854 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -17880346.000000 Penalty: 3883.440918
	Iteration 146Q: 3 clusters Score -1.788035e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123769 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -17880316.000000 Penalty: 3883.440918
	Iteration 147Q: 3 clusters Score -1.788032e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124566 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -17880276.000000 Penalty: 3883.440918
	Iteration 148Q: 3 clusters Score -1.788028e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125308 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -17880370.000000 Penalty: 3883.440918
	Iteration 149Q: 3 clusters Score -1.788037e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126006 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -17880352.000000 Penalty: 3883.440918
	Iteration 150Q: 3 clusters Score -1.788035e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126663 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -17880366.000000 Penalty: 3883.440918
	Iteration 151Q: 3 clusters Score -1.788037e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127335 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -17880404.000000 Penalty: 3883.440918
	Iteration 152Q: 3 clusters Score -1.78804e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127986 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -17880452.000000 Penalty: 3883.440918
	Iteration 153Q: 3 clusters Score -1.788045e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128612 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -17880454.000000 Penalty: 3883.440918
	Iteration 154Q: 3 clusters Score -1.788045e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129187 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -17880538.000000 Penalty: 3883.440918
	Iteration 155Q: 3 clusters Score -1.788054e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129765 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -17880578.000000 Penalty: 3883.440918
	Iteration 156Q: 3 clusters Score -1.788058e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130385 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -17880626.000000 Penalty: 3883.440918
	Iteration 157Q: 3 clusters Score -1.788063e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130945 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -17880740.000000 Penalty: 3883.440918
	Iteration 158Q: 3 clusters Score -1.788074e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131522 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -17880826.000000 Penalty: 3883.440918
	Iteration 159Q: 3 clusters Score -1.788083e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132109 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -17880908.000000 Penalty: 3883.440918
	Iteration 160F: 3 clusters Score -1.788091e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132709 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -17880982.000000 Penalty: 3883.440918
	Iteration 161Q: 3 clusters Score -1.788098e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133283 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -17881068.000000 Penalty: 3883.440918
	Iteration 162Q: 3 clusters Score -1.788107e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133863 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -17881134.000000 Penalty: 3883.440918
	Iteration 163Q: 3 clusters Score -1.788113e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134376 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -17881184.000000 Penalty: 3883.440918
	Iteration 164Q: 3 clusters Score -1.788118e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134878 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -17881262.000000 Penalty: 3883.440918
	Iteration 165Q: 3 clusters Score -1.788126e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135360 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -17881340.000000 Penalty: 3883.440918
	Iteration 166Q: 3 clusters Score -1.788134e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135848 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -17881464.000000 Penalty: 3883.440918
	Iteration 167Q: 3 clusters Score -1.788146e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136376 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -17881522.000000 Penalty: 3883.440918
	Iteration 168Q: 3 clusters Score -1.788152e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136884 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -17881542.000000 Penalty: 3883.440918
	Iteration 169Q: 3 clusters Score -1.788154e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137372 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -17881678.000000 Penalty: 3883.440918
	Iteration 170Q: 3 clusters Score -1.788168e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137843 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -17881712.000000 Penalty: 3883.440918
	Iteration 171Q: 3 clusters Score -1.788171e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138319 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -17881734.000000 Penalty: 3883.440918
	Iteration 172Q: 3 clusters Score -1.788173e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138811 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -17881860.000000 Penalty: 3883.440918
	Iteration 173Q: 3 clusters Score -1.788186e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139377 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -17881882.000000 Penalty: 3883.440918
	Iteration 174Q: 3 clusters Score -1.788188e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139979 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -17881974.000000 Penalty: 3883.440918
	Iteration 175Q: 3 clusters Score -1.788197e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140671 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -17881876.000000 Penalty: 3883.440918
	Iteration 176Q: 3 clusters Score -1.788188e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141410 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -17881814.000000 Penalty: 3883.440918
	Iteration 177Q: 3 clusters Score -1.788181e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142147 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -17881906.000000 Penalty: 3883.440918
	Iteration 178Q: 3 clusters Score -1.788191e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142938 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -17881792.000000 Penalty: 3883.440918
	Iteration 179Q: 3 clusters Score -1.788179e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143743 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -17881794.000000 Penalty: 3883.440918
	Iteration 180F: 3 clusters Score -1.788179e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144533 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -17881636.000000 Penalty: 3883.440918
	Iteration 181Q: 3 clusters Score -1.788164e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145339 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -17881310.000000 Penalty: 3883.440918
	Iteration 182Q: 3 clusters Score -1.788131e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146192 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -17880796.000000 Penalty: 3883.440918
	Iteration 183Q: 3 clusters Score -1.78808e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147074 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -17880394.000000 Penalty: 3883.440918
	Iteration 184Q: 3 clusters Score -1.788039e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147920 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -17879916.000000 Penalty: 3883.440918
	Iteration 185Q: 3 clusters Score -1.787992e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148756 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -17879404.000000 Penalty: 3883.440918
	Iteration 186Q: 3 clusters Score -1.78794e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149556 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -17879000.000000 Penalty: 3883.440918
	Iteration 187Q: 3 clusters Score -1.7879e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150285 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -17878562.000000 Penalty: 3883.440918
	Iteration 188Q: 3 clusters Score -1.787856e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150931 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -17878048.000000 Penalty: 3883.440918
	Iteration 189Q: 3 clusters Score -1.787805e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151434 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -17877706.000000 Penalty: 3883.440918
	Iteration 190Q: 3 clusters Score -1.787771e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151845 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -17877382.000000 Penalty: 3883.440918
	Iteration 191Q: 3 clusters Score -1.787738e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152206 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -17877136.000000 Penalty: 3883.440918
	Iteration 192Q: 3 clusters Score -1.787714e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152469 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -17876968.000000 Penalty: 3883.440918
	Iteration 193Q: 3 clusters Score -1.787697e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152672 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -17876826.000000 Penalty: 3883.440918
	Iteration 194Q: 3 clusters Score -1.787683e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -17876642.000000 Penalty: 3883.440918
	Iteration 195Q: 3 clusters Score -1.787664e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152985 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -17876474.000000 Penalty: 3883.440918
	Iteration 196Q: 3 clusters Score -1.787647e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -17876372.000000 Penalty: 3883.440918
	Iteration 197Q: 3 clusters Score -1.787637e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153217 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -17876282.000000 Penalty: 3883.440918
	Iteration 198Q: 3 clusters Score -1.787628e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153300 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -17876200.000000 Penalty: 3883.440918
	Iteration 199Q: 3 clusters Score -1.78762e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153378 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -17876130.000000 Penalty: 3883.440918
	Iteration 200F: 3 clusters Score -1.787613e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153433 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -17876062.000000 Penalty: 3883.440918
	Iteration 201Q: 3 clusters Score -1.787606e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153486 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -17875974.000000 Penalty: 3883.440918
	Iteration 202Q: 3 clusters Score -1.787597e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153525 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -17875900.000000 Penalty: 3883.440918
	Iteration 203Q: 3 clusters Score -1.78759e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153568 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -17875866.000000 Penalty: 3883.440918
	Iteration 204Q: 3 clusters Score -1.787587e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153601 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -17875814.000000 Penalty: 3883.440918
	Iteration 205Q: 3 clusters Score -1.787581e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153631 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -17875788.000000 Penalty: 3883.440918
	Iteration 206Q: 3 clusters Score -1.787579e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153655 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -17875776.000000 Penalty: 3883.440918
	Iteration 207Q: 3 clusters Score -1.787578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153671 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -17875758.000000 Penalty: 3883.440918
	Iteration 208Q: 3 clusters Score -1.787576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153686 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -17875754.000000 Penalty: 3883.440918
	Iteration 209Q: 3 clusters Score -1.787575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153695 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -17875742.000000 Penalty: 3883.440918
	Iteration 210Q: 3 clusters Score -1.787574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153706 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -17875708.000000 Penalty: 3883.440918
	Iteration 211Q: 3 clusters Score -1.787571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153715 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -17875676.000000 Penalty: 3883.440918
	Iteration 212Q: 3 clusters Score -1.787568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153724 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -17875674.000000 Penalty: 3883.440918
	Iteration 213Q: 3 clusters Score -1.787567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153733 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -17875674.000000 Penalty: 3883.440918
	Iteration 214Q: 3 clusters Score -1.787567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153740 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -17875674.000000 Penalty: 3883.440918
	Iteration 215Q: 3 clusters Score -1.787567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153744 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -17875670.000000 Penalty: 3883.440918
	Iteration 216Q: 3 clusters Score -1.787567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153746 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -17875658.000000 Penalty: 3883.440918
	Iteration 217Q: 3 clusters Score -1.787566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153748 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -17875650.000000 Penalty: 3883.440918
	Iteration 218Q: 3 clusters Score -1.787565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153750 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -17875646.000000 Penalty: 3883.440918
	Iteration 219Q: 3 clusters Score -1.787565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153753 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -17875638.000000 Penalty: 3883.440918
	Iteration 220F: 3 clusters Score -1.787564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153755 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -17875632.000000 Penalty: 3883.440918
	Iteration 221Q: 3 clusters Score -1.787563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153756 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -17875646.000000 Penalty: 3883.440918
	Iteration 222Q: 3 clusters Score -1.787565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153758 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -17875632.000000 Penalty: 3883.440918
	Iteration 223Q: 3 clusters Score -1.787563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153761 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -17875616.000000 Penalty: 3883.440918
	Iteration 224Q: 3 clusters Score -1.787562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153765 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -17875606.000000 Penalty: 3883.440918
	Iteration 225Q: 3 clusters Score -1.787561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153769 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -17875608.000000 Penalty: 3883.440918
	Iteration 226Q: 3 clusters Score -1.787561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153769 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -17875608.000000 Penalty: 3883.440918
	Iteration 227F: 3 clusters Score -1.787561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Entering Unmasked Estep 
Score: -982647.750000 Penalty: 1470.805420
	Iteration 0F: 2 clusters Score -982647.8 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 4272 members 
Entering Unmasked Estep 
Score: -976384.375000 Penalty: 2941.610840
	Iteration 0F: 3 clusters Score -976384.4 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -978385.062500 Penalty: 2941.610840
	Iteration 1F: 3 clusters Score -978385.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -978630.937500 Penalty: 2941.610840
	Iteration 2F: 3 clusters Score -978630.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -978800.250000 Penalty: 2941.610840
	Iteration 3F: 3 clusters Score -978800.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -978917.062500 Penalty: 2941.610840
	Iteration 4Q: 3 clusters Score -978917.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -979011.500000 Penalty: 2941.610840
	Iteration 5Q: 3 clusters Score -979011.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -979090.937500 Penalty: 2941.610840
	Iteration 6Q: 3 clusters Score -979090.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -979180.812500 Penalty: 2941.610840
	Iteration 7Q: 3 clusters Score -979180.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -979284.187500 Penalty: 2941.610840
	Iteration 8Q: 3 clusters Score -979284.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -979413.187500 Penalty: 2941.610840
	Iteration 9Q: 3 clusters Score -979413.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -979569.125000 Penalty: 2941.610840
	Iteration 10Q: 3 clusters Score -979569.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -979742.187500 Penalty: 2941.610840
	Iteration 11Q: 3 clusters Score -979742.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -979958.312500 Penalty: 2941.610840
	Iteration 12Q: 3 clusters Score -979958.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -980164.562500 Penalty: 2941.610840
	Iteration 13Q: 3 clusters Score -980164.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -980311.500000 Penalty: 2941.610840
	Iteration 14Q: 3 clusters Score -980311.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -980432.250000 Penalty: 2941.610840
	Iteration 15Q: 3 clusters Score -980432.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -980533.187500 Penalty: 2941.610840
	Iteration 16Q: 3 clusters Score -980533.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -980606.750000 Penalty: 2941.610840
	Iteration 17Q: 3 clusters Score -980606.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -980669.562500 Penalty: 2941.610840
	Iteration 18Q: 3 clusters Score -980669.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -980725.687500 Penalty: 2941.610840
	Iteration 19Q: 3 clusters Score -980725.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -980767.437500 Penalty: 2941.610840
	Iteration 20F: 3 clusters Score -980767.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -980808.687500 Penalty: 2941.610840
	Iteration 21Q: 3 clusters Score -980808.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -980845.625000 Penalty: 2941.610840
	Iteration 22Q: 3 clusters Score -980845.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -980887.500000 Penalty: 2941.610840
	Iteration 23Q: 3 clusters Score -980887.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -980929.812500 Penalty: 2941.610840
	Iteration 24Q: 3 clusters Score -980929.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -980973.750000 Penalty: 2941.610840
	Iteration 25Q: 3 clusters Score -980973.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -981019.125000 Penalty: 2941.610840
	Iteration 26Q: 3 clusters Score -981019.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -981063.687500 Penalty: 2941.610840
	Iteration 27Q: 3 clusters Score -981063.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -981093.937500 Penalty: 2941.610840
	Iteration 28Q: 3 clusters Score -981093.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -981117.062500 Penalty: 2941.610840
	Iteration 29Q: 3 clusters Score -981117.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -981143.875000 Penalty: 2941.610840
	Iteration 30Q: 3 clusters Score -981143.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -981166.562500 Penalty: 2941.610840
	Iteration 31Q: 3 clusters Score -981166.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -981197.250000 Penalty: 2941.610840
	Iteration 32Q: 3 clusters Score -981197.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -981217.812500 Penalty: 2941.610840
	Iteration 33Q: 3 clusters Score -981217.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -981228.937500 Penalty: 2941.610840
	Iteration 34Q: 3 clusters Score -981228.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -981239.375000 Penalty: 2941.610840
	Iteration 35Q: 3 clusters Score -981239.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -981249.062500 Penalty: 2941.610840
	Iteration 36Q: 3 clusters Score -981249.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -981259.750000 Penalty: 2941.610840
	Iteration 37Q: 3 clusters Score -981259.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -981268.937500 Penalty: 2941.610840
	Iteration 38Q: 3 clusters Score -981268.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -981273.000000 Penalty: 2941.610840
	Iteration 39Q: 3 clusters Score -981273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -981277.687500 Penalty: 2941.610840
	Iteration 40F: 3 clusters Score -981277.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -981282.875000 Penalty: 2941.610840
	Iteration 41Q: 3 clusters Score -981282.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -981287.312500 Penalty: 2941.610840
	Iteration 42Q: 3 clusters Score -981287.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -981292.562500 Penalty: 2941.610840
	Iteration 43Q: 3 clusters Score -981292.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -981295.312500 Penalty: 2941.610840
	Iteration 44Q: 3 clusters Score -981295.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -981299.312500 Penalty: 2941.610840
	Iteration 45Q: 3 clusters Score -981299.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -981302.187500 Penalty: 2941.610840
	Iteration 46Q: 3 clusters Score -981302.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -981304.312500 Penalty: 2941.610840
	Iteration 47Q: 3 clusters Score -981304.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -981306.187500 Penalty: 2941.610840
	Iteration 48Q: 3 clusters Score -981306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -981307.062500 Penalty: 2941.610840
	Iteration 49Q: 3 clusters Score -981307.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -981307.375000 Penalty: 2941.610840
	Iteration 50Q: 3 clusters Score -981307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -981306.937500 Penalty: 2941.610840
	Iteration 51Q: 3 clusters Score -981306.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -981306.937500 Penalty: 2941.610840
	Iteration 52F: 3 clusters Score -981306.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Entering Unmasked Estep 
Score: -800600.500000 Penalty: 1448.342529
	Iteration 0F: 2 clusters Score -800600.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -795217.062500 Penalty: 2896.685059
	Iteration 0F: 3 clusters Score -795217.1 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -798663.437500 Penalty: 2896.685059
	Iteration 1F: 3 clusters Score -798663.4 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -805189.625000 Penalty: 2896.685059
	Iteration 2F: 3 clusters Score -805189.6 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -808328.125000 Penalty: 2896.685059
	Iteration 3F: 3 clusters Score -808328.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -808835.187500 Penalty: 2896.685059
	Iteration 4F: 3 clusters Score -808835.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -808956.687500 Penalty: 2896.685059
	Iteration 5Q: 3 clusters Score -808956.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -809081.125000 Penalty: 2896.685059
	Iteration 6Q: 3 clusters Score -809081.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -809135.000000 Penalty: 2896.685059
	Iteration 7Q: 3 clusters Score -809135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -809151.500000 Penalty: 2896.685059
	Iteration 8Q: 3 clusters Score -809151.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -809160.875000 Penalty: 2896.685059
	Iteration 9Q: 3 clusters Score -809160.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -809168.375000 Penalty: 2896.685059
	Iteration 10Q: 3 clusters Score -809168.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -809171.812500 Penalty: 2896.685059
	Iteration 11Q: 3 clusters Score -809171.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -809181.812500 Penalty: 2896.685059
	Iteration 12Q: 3 clusters Score -809181.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -809188.625000 Penalty: 2896.685059
	Iteration 13Q: 3 clusters Score -809188.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -809195.000000 Penalty: 2896.685059
	Iteration 14Q: 3 clusters Score -809195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -809200.000000 Penalty: 2896.685059
	Iteration 15Q: 3 clusters Score -809200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -809203.562500 Penalty: 2896.685059
	Iteration 16Q: 3 clusters Score -809203.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -809206.062500 Penalty: 2896.685059
	Iteration 17Q: 3 clusters Score -809206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -809209.875000 Penalty: 2896.685059
	Iteration 18Q: 3 clusters Score -809209.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -809209.562500 Penalty: 2896.685059
	Iteration 19Q: 3 clusters Score -809209.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -809210.312500 Penalty: 2896.685059
	Iteration 20F: 3 clusters Score -809210.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -809212.562500 Penalty: 2896.685059
	Iteration 21Q: 3 clusters Score -809212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -809211.375000 Penalty: 2896.685059
	Iteration 22Q: 3 clusters Score -809211.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -809211.375000 Penalty: 2896.685059
	Iteration 23F: 3 clusters Score -809211.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 17495 members 
Mstep: Class 5 contains 157061 members 
Mstep: Class 7 contains 21446 members 
Mstep: Class 9 contains 154670 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 1874 members 
Mstep: Class 12 contains 9099 members 
Mstep: Class 13 contains 123130 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 70029 members 
Mstep: Class 19 contains 142629 members 
Mstep: Class 20 contains 44532 members 
Mstep: Class 21 contains 97875 members 
Mstep: Class 22 contains 35179 members 
Entering Unmasked Estep 
Score: -101981736.000000 Penalty: 37907.136719
Splitting cluster 11 changes total score from -101972896.000000 to -101981736.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 12 (9099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Entering Unmasked Estep 
Score: -1045548.687500 Penalty: 1481.337036
	Iteration 0F: 2 clusters Score -1045549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1039115.687500 Penalty: 2962.674072
	Iteration 0F: 3 clusters Score -1039116 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1041518.000000 Penalty: 2962.674072
	Iteration 1F: 3 clusters Score -1041518 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1042080.937500 Penalty: 2962.674072
	Iteration 2F: 3 clusters Score -1042081 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1042640.125000 Penalty: 2962.674072
	Iteration 3F: 3 clusters Score -1042640 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1043166.312500 Penalty: 2962.674072
	Iteration 4F: 3 clusters Score -1043166 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1043746.250000 Penalty: 2962.674072
	Iteration 5F: 3 clusters Score -1043746 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1044375.875000 Penalty: 2962.674072
	Iteration 6F: 3 clusters Score -1044376 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1044961.375000 Penalty: 2962.674072
	Iteration 7F: 3 clusters Score -1044961 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1045379.937500 Penalty: 2962.674072
	Iteration 8Q: 3 clusters Score -1045380 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1045675.687500 Penalty: 2962.674072
	Iteration 9Q: 3 clusters Score -1045676 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1045843.687500 Penalty: 2962.674072
	Iteration 10Q: 3 clusters Score -1045844 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1045951.562500 Penalty: 2962.674072
	Iteration 11Q: 3 clusters Score -1045952 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1046013.000000 Penalty: 2962.674072
	Iteration 12Q: 3 clusters Score -1046013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1046037.437500 Penalty: 2962.674072
	Iteration 13Q: 3 clusters Score -1046037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1046046.250000 Penalty: 2962.674072
	Iteration 14Q: 3 clusters Score -1046046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1046063.187500 Penalty: 2962.674072
	Iteration 15Q: 3 clusters Score -1046063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1046074.625000 Penalty: 2962.674072
	Iteration 16Q: 3 clusters Score -1046075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1046080.312500 Penalty: 2962.674072
	Iteration 17Q: 3 clusters Score -1046080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1046086.187500 Penalty: 2962.674072
	Iteration 18Q: 3 clusters Score -1046086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1046090.000000 Penalty: 2962.674072
	Iteration 19Q: 3 clusters Score -1046090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1046091.562500 Penalty: 2962.674072
	Iteration 20F: 3 clusters Score -1046092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1046093.687500 Penalty: 2962.674072
	Iteration 21Q: 3 clusters Score -1046094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1046094.687500 Penalty: 2962.674072
	Iteration 22Q: 3 clusters Score -1046095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1046097.125000 Penalty: 2962.674072
	Iteration 23Q: 3 clusters Score -1046097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1046098.187500 Penalty: 2962.674072
	Iteration 24Q: 3 clusters Score -1046098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1046098.187500 Penalty: 2962.674072
	Iteration 25F: 3 clusters Score -1046098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 17495 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 157061 members 
Mstep: Class 7 contains 21446 members 
Mstep: Class 9 contains 154670 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 1874 members 
Mstep: Class 12 contains 8788 members 
Mstep: Class 13 contains 123130 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 70029 members 
Mstep: Class 19 contains 142629 members 
Mstep: Class 20 contains 44532 members 
Mstep: Class 21 contains 97875 members 
Mstep: Class 22 contains 35179 members 
Entering Unmasked Estep 
Score: -101981480.000000 Penalty: 40136.968750
Splitting cluster 12 changes total score from -101972896.000000 to -101981480.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 13 (123130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123130 members 
Entering Unmasked Estep 
Score: -13930048.000000 Penalty: 1904.661865
	Iteration 0F: 2 clusters Score -1.393005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -13847757.000000 Penalty: 3809.323730
	Iteration 0F: 3 clusters Score -1.384776e+07 nChanged 58990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -13882641.000000 Penalty: 3809.323730
	Iteration 1F: 3 clusters Score -1.388264e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -13884136.000000 Penalty: 3809.323730
	Iteration 2Q: 3 clusters Score -1.388414e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 64605 members 
Entering Unmasked Estep 
Score: -13886683.000000 Penalty: 3809.323730
	Iteration 3Q: 3 clusters Score -1.388668e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -13890336.000000 Penalty: 3809.323730
	Iteration 4F: 3 clusters Score -1.389034e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -13895941.000000 Penalty: 3809.323730
	Iteration 5F: 3 clusters Score -1.389594e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 74287 members 
Entering Unmasked Estep 
Score: -13903482.000000 Penalty: 3809.323730
	Iteration 6F: 3 clusters Score -1.390348e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -13911678.000000 Penalty: 3809.323730
	Iteration 7F: 3 clusters Score -1.391168e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 83208 members 
Entering Unmasked Estep 
Score: -13918024.000000 Penalty: 3809.323730
	Iteration 8F: 3 clusters Score -1.391802e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 86210 members 
Entering Unmasked Estep 
Score: -13920930.000000 Penalty: 3809.323730
	Iteration 9Q: 3 clusters Score -1.392093e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -13922685.000000 Penalty: 3809.323730
	Iteration 10Q: 3 clusters Score -1.392268e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 90863 members 
Entering Unmasked Estep 
Score: -13924003.000000 Penalty: 3809.323730
	Iteration 11Q: 3 clusters Score -1.3924e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -13924980.000000 Penalty: 3809.323730
	Iteration 12Q: 3 clusters Score -1.392498e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 94844 members 
Entering Unmasked Estep 
Score: -13925707.000000 Penalty: 3809.323730
	Iteration 13Q: 3 clusters Score -1.392571e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 96589 members 
Entering Unmasked Estep 
Score: -13926283.000000 Penalty: 3809.323730
	Iteration 14Q: 3 clusters Score -1.392628e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 98233 members 
Entering Unmasked Estep 
Score: -13926780.000000 Penalty: 3809.323730
	Iteration 15Q: 3 clusters Score -1.392678e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 99847 members 
Entering Unmasked Estep 
Score: -13927165.000000 Penalty: 3809.323730
	Iteration 16Q: 3 clusters Score -1.392716e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 101341 members 
Entering Unmasked Estep 
Score: -13927445.000000 Penalty: 3809.323730
	Iteration 17Q: 3 clusters Score -1.392744e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 102775 members 
Entering Unmasked Estep 
Score: -13927736.000000 Penalty: 3809.323730
	Iteration 18Q: 3 clusters Score -1.392774e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 104119 members 
Entering Unmasked Estep 
Score: -13928069.000000 Penalty: 3809.323730
	Iteration 19Q: 3 clusters Score -1.392807e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 105412 members 
Entering Unmasked Estep 
Score: -13928326.000000 Penalty: 3809.323730
	Iteration 20F: 3 clusters Score -1.392833e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 106630 members 
Entering Unmasked Estep 
Score: -13928646.000000 Penalty: 3809.323730
	Iteration 21Q: 3 clusters Score -1.392865e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 107831 members 
Entering Unmasked Estep 
Score: -13928889.000000 Penalty: 3809.323730
	Iteration 22Q: 3 clusters Score -1.392889e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 109049 members 
Entering Unmasked Estep 
Score: -13929161.000000 Penalty: 3809.323730
	Iteration 23Q: 3 clusters Score -1.392916e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 110121 members 
Entering Unmasked Estep 
Score: -13929427.000000 Penalty: 3809.323730
	Iteration 24Q: 3 clusters Score -1.392943e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 111105 members 
Entering Unmasked Estep 
Score: -13929675.000000 Penalty: 3809.323730
	Iteration 25Q: 3 clusters Score -1.392968e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 112056 members 
Entering Unmasked Estep 
Score: -13929825.000000 Penalty: 3809.323730
	Iteration 26Q: 3 clusters Score -1.392982e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 112919 members 
Entering Unmasked Estep 
Score: -13929938.000000 Penalty: 3809.323730
	Iteration 27Q: 3 clusters Score -1.392994e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 113698 members 
Entering Unmasked Estep 
Score: -13930088.000000 Penalty: 3809.323730
	Iteration 28Q: 3 clusters Score -1.393009e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 114387 members 
Entering Unmasked Estep 
Score: -13930222.000000 Penalty: 3809.323730
	Iteration 29Q: 3 clusters Score -1.393022e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 114998 members 
Entering Unmasked Estep 
Score: -13930322.000000 Penalty: 3809.323730
	Iteration 30Q: 3 clusters Score -1.393032e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 115547 members 
Entering Unmasked Estep 
Score: -13930450.000000 Penalty: 3809.323730
	Iteration 31Q: 3 clusters Score -1.393045e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 116025 members 
Entering Unmasked Estep 
Score: -13930487.000000 Penalty: 3809.323730
	Iteration 32Q: 3 clusters Score -1.393049e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 116441 members 
Entering Unmasked Estep 
Score: -13930575.000000 Penalty: 3809.323730
	Iteration 33Q: 3 clusters Score -1.393058e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 116778 members 
Entering Unmasked Estep 
Score: -13930548.000000 Penalty: 3809.323730
	Iteration 34Q: 3 clusters Score -1.393055e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 117074 members 
Entering Unmasked Estep 
Score: -13930583.000000 Penalty: 3809.323730
	Iteration 35Q: 3 clusters Score -1.393058e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 117331 members 
Entering Unmasked Estep 
Score: -13930594.000000 Penalty: 3809.323730
	Iteration 36Q: 3 clusters Score -1.393059e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -13930585.000000 Penalty: 3809.323730
	Iteration 37Q: 3 clusters Score -1.393058e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 117738 members 
Entering Unmasked Estep 
Score: -13930599.000000 Penalty: 3809.323730
	Iteration 38Q: 3 clusters Score -1.39306e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 117890 members 
Entering Unmasked Estep 
Score: -13930594.000000 Penalty: 3809.323730
	Iteration 39Q: 3 clusters Score -1.393059e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 118024 members 
Entering Unmasked Estep 
Score: -13930582.000000 Penalty: 3809.323730
	Iteration 40F: 3 clusters Score -1.393058e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 118145 members 
Entering Unmasked Estep 
Score: -13930593.000000 Penalty: 3809.323730
	Iteration 41Q: 3 clusters Score -1.393059e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 118269 members 
Entering Unmasked Estep 
Score: -13930599.000000 Penalty: 3809.323730
	Iteration 42Q: 3 clusters Score -1.39306e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 118366 members 
Entering Unmasked Estep 
Score: -13930596.000000 Penalty: 3809.323730
	Iteration 43Q: 3 clusters Score -1.39306e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 118444 members 
Entering Unmasked Estep 
Score: -13930572.000000 Penalty: 3809.323730
	Iteration 44Q: 3 clusters Score -1.393057e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 118519 members 
Entering Unmasked Estep 
Score: -13930595.000000 Penalty: 3809.323730
	Iteration 45Q: 3 clusters Score -1.39306e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 118588 members 
Entering Unmasked Estep 
Score: -13930613.000000 Penalty: 3809.323730
	Iteration 46Q: 3 clusters Score -1.393061e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 118643 members 
Entering Unmasked Estep 
Score: -13930608.000000 Penalty: 3809.323730
	Iteration 47Q: 3 clusters Score -1.393061e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 118692 members 
Entering Unmasked Estep 
Score: -13930607.000000 Penalty: 3809.323730
	Iteration 48Q: 3 clusters Score -1.393061e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 118729 members 
Entering Unmasked Estep 
Score: -13930627.000000 Penalty: 3809.323730
	Iteration 49Q: 3 clusters Score -1.393063e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 118765 members 
Entering Unmasked Estep 
Score: -13930610.000000 Penalty: 3809.323730
	Iteration 50Q: 3 clusters Score -1.393061e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 118796 members 
Entering Unmasked Estep 
Score: -13930611.000000 Penalty: 3809.323730
	Iteration 51Q: 3 clusters Score -1.393061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 118816 members 
Entering Unmasked Estep 
Score: -13930620.000000 Penalty: 3809.323730
	Iteration 52Q: 3 clusters Score -1.393062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 118835 members 
Entering Unmasked Estep 
Score: -13930624.000000 Penalty: 3809.323730
	Iteration 53Q: 3 clusters Score -1.393062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 118857 members 
Entering Unmasked Estep 
Score: -13930612.000000 Penalty: 3809.323730
	Iteration 54Q: 3 clusters Score -1.393061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 118874 members 
Entering Unmasked Estep 
Score: -13930629.000000 Penalty: 3809.323730
	Iteration 55Q: 3 clusters Score -1.393063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 118883 members 
Entering Unmasked Estep 
Score: -13930626.000000 Penalty: 3809.323730
	Iteration 56Q: 3 clusters Score -1.393063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 118893 members 
Entering Unmasked Estep 
Score: -13930623.000000 Penalty: 3809.323730
	Iteration 57Q: 3 clusters Score -1.393062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 118901 members 
Entering Unmasked Estep 
Score: -13930622.000000 Penalty: 3809.323730
	Iteration 58Q: 3 clusters Score -1.393062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 118908 members 
Entering Unmasked Estep 
Score: -13930612.000000 Penalty: 3809.323730
	Iteration 59Q: 3 clusters Score -1.393061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 118913 members 
Entering Unmasked Estep 
Score: -13930611.000000 Penalty: 3809.323730
	Iteration 60F: 3 clusters Score -1.393061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 118916 members 
Entering Unmasked Estep 
Score: -13930618.000000 Penalty: 3809.323730
	Iteration 61Q: 3 clusters Score -1.393062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 118917 members 
Entering Unmasked Estep 
Score: -13930621.000000 Penalty: 3809.323730
	Iteration 62Q: 3 clusters Score -1.393062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 118917 members 
Entering Unmasked Estep 
Score: -13930621.000000 Penalty: 3809.323730
	Iteration 63F: 3 clusters Score -1.393062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 17495 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 157061 members 
Mstep: Class 6 contains 118917 members 
Mstep: Class 7 contains 21446 members 
Mstep: Class 9 contains 154670 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 1874 members 
Mstep: Class 12 contains 8788 members 
Mstep: Class 13 contains 4213 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 70029 members 
Mstep: Class 19 contains 142629 members 
Mstep: Class 20 contains 44532 members 
Mstep: Class 21 contains 97875 members 
Mstep: Class 22 contains 35179 members 
Entering Unmasked Estep 
Score: -101981280.000000 Penalty: 42366.800781
Splitting cluster 13 changes total score from -101972896.000000 to -101981280.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 15 (6241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Entering Unmasked Estep 
Score: -744500.312500 Penalty: 1420.070557
	Iteration 0F: 2 clusters Score -744500.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -739713.375000 Penalty: 2840.141113
	Iteration 0F: 3 clusters Score -739713.4 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -741016.687500 Penalty: 2840.141113
	Iteration 1F: 3 clusters Score -741016.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -741188.500000 Penalty: 2840.141113
	Iteration 2F: 3 clusters Score -741188.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -741322.312500 Penalty: 2840.141113
	Iteration 3F: 3 clusters Score -741322.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -741414.687500 Penalty: 2840.141113
	Iteration 4Q: 3 clusters Score -741414.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -741479.312500 Penalty: 2840.141113
	Iteration 5Q: 3 clusters Score -741479.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -741531.750000 Penalty: 2840.141113
	Iteration 6Q: 3 clusters Score -741531.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -741571.625000 Penalty: 2840.141113
	Iteration 7Q: 3 clusters Score -741571.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -741607.875000 Penalty: 2840.141113
	Iteration 8Q: 3 clusters Score -741607.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -741647.437500 Penalty: 2840.141113
	Iteration 9Q: 3 clusters Score -741647.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -741686.437500 Penalty: 2840.141113
	Iteration 10Q: 3 clusters Score -741686.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -741728.750000 Penalty: 2840.141113
	Iteration 11Q: 3 clusters Score -741728.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -741766.437500 Penalty: 2840.141113
	Iteration 12Q: 3 clusters Score -741766.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -741805.187500 Penalty: 2840.141113
	Iteration 13Q: 3 clusters Score -741805.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -741850.437500 Penalty: 2840.141113
	Iteration 14Q: 3 clusters Score -741850.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -741898.625000 Penalty: 2840.141113
	Iteration 15Q: 3 clusters Score -741898.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -741950.187500 Penalty: 2840.141113
	Iteration 16Q: 3 clusters Score -741950.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -742014.562500 Penalty: 2840.141113
	Iteration 17Q: 3 clusters Score -742014.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -742086.937500 Penalty: 2840.141113
	Iteration 18Q: 3 clusters Score -742086.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -742159.812500 Penalty: 2840.141113
	Iteration 19Q: 3 clusters Score -742159.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -742240.187500 Penalty: 2840.141113
	Iteration 20F: 3 clusters Score -742240.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -742330.750000 Penalty: 2840.141113
	Iteration 21Q: 3 clusters Score -742330.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -742418.375000 Penalty: 2840.141113
	Iteration 22Q: 3 clusters Score -742418.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -742498.562500 Penalty: 2840.141113
	Iteration 23Q: 3 clusters Score -742498.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -742574.312500 Penalty: 2840.141113
	Iteration 24Q: 3 clusters Score -742574.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -742654.250000 Penalty: 2840.141113
	Iteration 25Q: 3 clusters Score -742654.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -742719.437500 Penalty: 2840.141113
	Iteration 26Q: 3 clusters Score -742719.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -742771.312500 Penalty: 2840.141113
	Iteration 27Q: 3 clusters Score -742771.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -742820.937500 Penalty: 2840.141113
	Iteration 28Q: 3 clusters Score -742820.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -742867.187500 Penalty: 2840.141113
	Iteration 29Q: 3 clusters Score -742867.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -742912.125000 Penalty: 2840.141113
	Iteration 30Q: 3 clusters Score -742912.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -742944.875000 Penalty: 2840.141113
	Iteration 31Q: 3 clusters Score -742944.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -742975.437500 Penalty: 2840.141113
	Iteration 32Q: 3 clusters Score -742975.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -743004.062500 Penalty: 2840.141113
	Iteration 33Q: 3 clusters Score -743004.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -743027.625000 Penalty: 2840.141113
	Iteration 34Q: 3 clusters Score -743027.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -743053.500000 Penalty: 2840.141113
	Iteration 35Q: 3 clusters Score -743053.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -743073.125000 Penalty: 2840.141113
	Iteration 36Q: 3 clusters Score -743073.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -743091.562500 Penalty: 2840.141113
	Iteration 37Q: 3 clusters Score -743091.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -743102.937500 Penalty: 2840.141113
	Iteration 38Q: 3 clusters Score -743102.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -743114.000000 Penalty: 2840.141113
	Iteration 39Q: 3 clusters Score -743114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -743122.437500 Penalty: 2840.141113
	Iteration 40F: 3 clusters Score -743122.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -743134.562500 Penalty: 2840.141113
	Iteration 41Q: 3 clusters Score -743134.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -743145.750000 Penalty: 2840.141113
	Iteration 42Q: 3 clusters Score -743145.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -743159.687500 Penalty: 2840.141113
	Iteration 43Q: 3 clusters Score -743159.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -743178.250000 Penalty: 2840.141113
	Iteration 44Q: 3 clusters Score -743178.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -743198.125000 Penalty: 2840.141113
	Iteration 45Q: 3 clusters Score -743198.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -743209.437500 Penalty: 2840.141113
	Iteration 46Q: 3 clusters Score -743209.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -743221.687500 Penalty: 2840.141113
	Iteration 47Q: 3 clusters Score -743221.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -743231.125000 Penalty: 2840.141113
	Iteration 48Q: 3 clusters Score -743231.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -743233.937500 Penalty: 2840.141113
	Iteration 49Q: 3 clusters Score -743233.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -743235.562500 Penalty: 2840.141113
	Iteration 50Q: 3 clusters Score -743235.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -743237.875000 Penalty: 2840.141113
	Iteration 51Q: 3 clusters Score -743237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -743240.250000 Penalty: 2840.141113
	Iteration 52Q: 3 clusters Score -743240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -743241.687500 Penalty: 2840.141113
	Iteration 53Q: 3 clusters Score -743241.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -743246.250000 Penalty: 2840.141113
	Iteration 54Q: 3 clusters Score -743246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -743249.687500 Penalty: 2840.141113
	Iteration 55Q: 3 clusters Score -743249.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -743255.812500 Penalty: 2840.141113
	Iteration 56Q: 3 clusters Score -743255.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -743263.187500 Penalty: 2840.141113
	Iteration 57Q: 3 clusters Score -743263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -743265.750000 Penalty: 2840.141113
	Iteration 58Q: 3 clusters Score -743265.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -743269.250000 Penalty: 2840.141113
	Iteration 59Q: 3 clusters Score -743269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -743271.125000 Penalty: 2840.141113
	Iteration 60F: 3 clusters Score -743271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -743275.187500 Penalty: 2840.141113
	Iteration 61Q: 3 clusters Score -743275.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -743281.312500 Penalty: 2840.141113
	Iteration 62Q: 3 clusters Score -743281.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -743283.625000 Penalty: 2840.141113
	Iteration 63Q: 3 clusters Score -743283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -743285.687500 Penalty: 2840.141113
	Iteration 64Q: 3 clusters Score -743285.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -743287.375000 Penalty: 2840.141113
	Iteration 65Q: 3 clusters Score -743287.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -743288.062500 Penalty: 2840.141113
	Iteration 66Q: 3 clusters Score -743288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -743288.500000 Penalty: 2840.141113
	Iteration 67Q: 3 clusters Score -743288.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -743288.500000 Penalty: 2840.141113
	Iteration 68F: 3 clusters Score -743288.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Entering Unmasked Estep 
Score: -390796.187500 Penalty: 1335.684326
	Iteration 0F: 2 clusters Score -390796.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -387757.593750 Penalty: 2671.368652
	Iteration 0F: 3 clusters Score -387757.6 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -388896.625000 Penalty: 2671.368652
	Iteration 1F: 3 clusters Score -388896.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -389566.031250 Penalty: 2671.368652
	Iteration 2F: 3 clusters Score -389566 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -390149.406250 Penalty: 2671.368652
	Iteration 3F: 3 clusters Score -390149.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -390573.187500 Penalty: 2671.368652
	Iteration 4F: 3 clusters Score -390573.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -390817.468750 Penalty: 2671.368652
	Iteration 5F: 3 clusters Score -390817.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -390910.968750 Penalty: 2671.368652
	Iteration 6Q: 3 clusters Score -390911 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -390962.250000 Penalty: 2671.368652
	Iteration 7Q: 3 clusters Score -390962.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -390983.437500 Penalty: 2671.368652
	Iteration 8Q: 3 clusters Score -390983.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -390990.781250 Penalty: 2671.368652
	Iteration 9Q: 3 clusters Score -390990.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -390993.468750 Penalty: 2671.368652
	Iteration 10Q: 3 clusters Score -390993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -390995.000000 Penalty: 2671.368652
	Iteration 11Q: 3 clusters Score -390995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -390995.000000 Penalty: 2671.368652
	Iteration 12F: 3 clusters Score -390995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 17495 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 157061 members 
Mstep: Class 6 contains 118917 members 
Mstep: Class 7 contains 21446 members 
Mstep: Class 8 contains 3112 members 
Mstep: Class 9 contains 154670 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 1874 members 
Mstep: Class 12 contains 8788 members 
Mstep: Class 13 contains 4213 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 17 contains 601 members 
Mstep: Class 18 contains 70029 members 
Mstep: Class 19 contains 142629 members 
Mstep: Class 20 contains 44532 members 
Mstep: Class 21 contains 97875 members 
Mstep: Class 22 contains 35179 members 
Entering Unmasked Estep 
Score: -101980288.000000 Penalty: 44596.628906
Splitting cluster 17 changes total score from -101972896.000000 to -101980288.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 18 (70029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70029 members 
Entering Unmasked Estep 
Score: -8218349.000000 Penalty: 1812.958008
	Iteration 0F: 2 clusters Score -8218349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -8171494.000000 Penalty: 3625.916016
	Iteration 0F: 3 clusters Score -8171494 nChanged 33320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -8190680.500000 Penalty: 3625.916016
	Iteration 1F: 3 clusters Score -8190680 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -8191174.500000 Penalty: 3625.916016
	Iteration 2Q: 3 clusters Score -8191174 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -8192002.000000 Penalty: 3625.916016
	Iteration 3Q: 3 clusters Score -8192002 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -8193301.000000 Penalty: 3625.916016
	Iteration 4Q: 3 clusters Score -8193301 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -8195637.500000 Penalty: 3625.916016
	Iteration 5F: 3 clusters Score -8195638 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -8199481.500000 Penalty: 3625.916016
	Iteration 6F: 3 clusters Score -8199482 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -8204915.000000 Penalty: 3625.916016
	Iteration 7F: 3 clusters Score -8204915 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -8210219.000000 Penalty: 3625.916016
	Iteration 8F: 3 clusters Score -8210219 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -8213941.500000 Penalty: 3625.916016
	Iteration 9F: 3 clusters Score -8213942 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68851 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8215729.500000 Penalty: 3625.916016
	Iteration 10Q: 3 clusters Score -8215730 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69518 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8216355.500000 Penalty: 3625.916016
	Iteration 11Q: 3 clusters Score -8216356 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8216588.000000 Penalty: 3625.916016
	Iteration 12Q: 3 clusters Score -8216588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8216674.000000 Penalty: 3625.916016
	Iteration 13Q: 3 clusters Score -8216674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8216708.000000 Penalty: 3625.916016
	Iteration 14Q: 3 clusters Score -8216708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8216730.000000 Penalty: 3625.916016
	Iteration 15Q: 3 clusters Score -8216730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69824 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8216738.000000 Penalty: 3625.916016
	Iteration 16Q: 3 clusters Score -8216738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8216750.000000 Penalty: 3625.916016
	Iteration 17Q: 3 clusters Score -8216750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69834 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8216763.500000 Penalty: 3625.916016
	Iteration 18Q: 3 clusters Score -8216764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8216771.000000 Penalty: 3625.916016
	Iteration 19Q: 3 clusters Score -8216771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8216769.000000 Penalty: 3625.916016
	Iteration 20F: 3 clusters Score -8216769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8216769.500000 Penalty: 3625.916016
	Iteration 21Q: 3 clusters Score -8216770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8216769.500000 Penalty: 3625.916016
	Iteration 22F: 3 clusters Score -8216770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (142629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142629 members 
Entering Unmasked Estep 
Score: -16220683.000000 Penalty: 1928.550293
	Iteration 0F: 2 clusters Score -1.622068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71466 members 
Mstep: Class 2 contains 71163 members 
Entering Unmasked Estep 
Score: -16136040.000000 Penalty: 3857.100586
	Iteration 0F: 3 clusters Score -1.613604e+07 nChanged 68673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -16177410.000000 Penalty: 3857.100586
	Iteration 1F: 3 clusters Score -1.617741e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -16181311.000000 Penalty: 3857.100586
	Iteration 2Q: 3 clusters Score -1.618131e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
Score: -16188238.000000 Penalty: 3857.100586
	Iteration 3F: 3 clusters Score -1.618824e+07 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80506 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -16196444.000000 Penalty: 3857.100586
	Iteration 4F: 3 clusters Score -1.619644e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -16204906.000000 Penalty: 3857.100586
	Iteration 5F: 3 clusters Score -1.620491e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86977 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -16213197.000000 Penalty: 3857.100586
	Iteration 6F: 3 clusters Score -1.62132e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -16220745.000000 Penalty: 3857.100586
	Iteration 7F: 3 clusters Score -1.622074e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90316 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -16227960.000000 Penalty: 3857.100586
	Iteration 8F: 3 clusters Score -1.622796e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91164 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -16234764.000000 Penalty: 3857.100586
	Iteration 9F: 3 clusters Score -1.623476e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -16241385.000000 Penalty: 3857.100586
	Iteration 10Q: 3 clusters Score -1.624138e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92637 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -16246743.000000 Penalty: 3857.100586
	Iteration 11Q: 3 clusters Score -1.624674e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93178 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -16249306.000000 Penalty: 3857.100586
	Iteration 12Q: 3 clusters Score -1.624931e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -16250070.000000 Penalty: 3857.100586
	Iteration 13Q: 3 clusters Score -1.625007e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -16250292.000000 Penalty: 3857.100586
	Iteration 14Q: 3 clusters Score -1.625029e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -16250309.000000 Penalty: 3857.100586
	Iteration 15Q: 3 clusters Score -1.625031e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -16250347.000000 Penalty: 3857.100586
	Iteration 16Q: 3 clusters Score -1.625035e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93907 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -16250332.000000 Penalty: 3857.100586
	Iteration 17Q: 3 clusters Score -1.625033e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -16250358.000000 Penalty: 3857.100586
	Iteration 18Q: 3 clusters Score -1.625036e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93958 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -16250360.000000 Penalty: 3857.100586
	Iteration 19Q: 3 clusters Score -1.625036e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93979 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -16250362.000000 Penalty: 3857.100586
	Iteration 20F: 3 clusters Score -1.625036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93986 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -16250352.000000 Penalty: 3857.100586
	Iteration 21Q: 3 clusters Score -1.625035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93992 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -16250355.000000 Penalty: 3857.100586
	Iteration 22Q: 3 clusters Score -1.625036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -16250351.000000 Penalty: 3857.100586
	Iteration 23Q: 3 clusters Score -1.625035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93996 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -16250344.000000 Penalty: 3857.100586
	Iteration 24Q: 3 clusters Score -1.625034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93997 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -16250341.000000 Penalty: 3857.100586
	Iteration 25Q: 3 clusters Score -1.625034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93997 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -16250341.000000 Penalty: 3857.100586
	Iteration 26F: 3 clusters Score -1.625034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 17495 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 157061 members 
Mstep: Class 6 contains 118917 members 
Mstep: Class 7 contains 21446 members 
Mstep: Class 8 contains 3112 members 
Mstep: Class 9 contains 154670 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 1874 members 
Mstep: Class 12 contains 8788 members 
Mstep: Class 13 contains 4213 members 
Mstep: Class 14 contains 48632 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 17 contains 601 members 
Mstep: Class 18 contains 70029 members 
Mstep: Class 19 contains 93997 members 
Mstep: Class 20 contains 44532 members 
Mstep: Class 21 contains 97875 members 
Mstep: Class 22 contains 35179 members 
Entering Unmasked Estep 
Score: -102011624.000000 Penalty: 46826.460938
Splitting cluster 19 changes total score from -101972896.000000 to -102011624.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 20 (44532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Entering Unmasked Estep 
Score: -4927609.000000 Penalty: 1739.394043
	Iteration 0F: 2 clusters Score -4927609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -4897828.500000 Penalty: 3478.788086
	Iteration 0F: 3 clusters Score -4897828 nChanged 20771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -4910547.500000 Penalty: 3478.788086
	Iteration 1F: 3 clusters Score -4910548 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -4911951.000000 Penalty: 3478.788086
	Iteration 2F: 3 clusters Score -4911951 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -4913564.500000 Penalty: 3478.788086
	Iteration 3F: 3 clusters Score -4913564 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -4915267.000000 Penalty: 3478.788086
	Iteration 4F: 3 clusters Score -4915267 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -4916783.500000 Penalty: 3478.788086
	Iteration 5F: 3 clusters Score -4916784 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -4918071.500000 Penalty: 3478.788086
	Iteration 6F: 3 clusters Score -4918072 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -4919175.500000 Penalty: 3478.788086
	Iteration 7Q: 3 clusters Score -4919176 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -4920069.500000 Penalty: 3478.788086
	Iteration 8Q: 3 clusters Score -4920070 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -4920829.500000 Penalty: 3478.788086
	Iteration 9Q: 3 clusters Score -4920830 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -4921541.000000 Penalty: 3478.788086
	Iteration 10Q: 3 clusters Score -4921541 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -4922272.500000 Penalty: 3478.788086
	Iteration 11Q: 3 clusters Score -4922272 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -4922876.500000 Penalty: 3478.788086
	Iteration 12Q: 3 clusters Score -4922876 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -4923453.500000 Penalty: 3478.788086
	Iteration 13Q: 3 clusters Score -4923454 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -4924015.000000 Penalty: 3478.788086
	Iteration 14Q: 3 clusters Score -4924015 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -4924478.500000 Penalty: 3478.788086
	Iteration 15Q: 3 clusters Score -4924478 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -4924883.500000 Penalty: 3478.788086
	Iteration 16Q: 3 clusters Score -4924884 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4925194.500000 Penalty: 3478.788086
	Iteration 17Q: 3 clusters Score -4925194 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4925423.500000 Penalty: 3478.788086
	Iteration 18Q: 3 clusters Score -4925424 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4925586.000000 Penalty: 3478.788086
	Iteration 19Q: 3 clusters Score -4925586 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4925712.500000 Penalty: 3478.788086
	Iteration 20F: 3 clusters Score -4925712 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4925817.000000 Penalty: 3478.788086
	Iteration 21Q: 3 clusters Score -4925817 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4925889.500000 Penalty: 3478.788086
	Iteration 22Q: 3 clusters Score -4925890 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4925947.500000 Penalty: 3478.788086
	Iteration 23Q: 3 clusters Score -4925948 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4926014.500000 Penalty: 3478.788086
	Iteration 24Q: 3 clusters Score -4926014 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4926044.500000 Penalty: 3478.788086
	Iteration 25Q: 3 clusters Score -4926044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4926052.500000 Penalty: 3478.788086
	Iteration 26Q: 3 clusters Score -4926052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4926070.000000 Penalty: 3478.788086
	Iteration 27Q: 3 clusters Score -4926070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4926092.500000 Penalty: 3478.788086
	Iteration 28Q: 3 clusters Score -4926092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4926106.000000 Penalty: 3478.788086
	Iteration 29Q: 3 clusters Score -4926106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4926120.500000 Penalty: 3478.788086
	Iteration 30Q: 3 clusters Score -4926120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4926118.000000 Penalty: 3478.788086
	Iteration 31Q: 3 clusters Score -4926118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4926120.000000 Penalty: 3478.788086
	Iteration 32Q: 3 clusters Score -4926120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4926120.500000 Penalty: 3478.788086
	Iteration 33Q: 3 clusters Score -4926120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4926128.500000 Penalty: 3478.788086
	Iteration 34Q: 3 clusters Score -4926128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4926131.000000 Penalty: 3478.788086
	Iteration 35Q: 3 clusters Score -4926131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4926135.500000 Penalty: 3478.788086
	Iteration 36Q: 3 clusters Score -4926136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4926134.500000 Penalty: 3478.788086
	Iteration 37Q: 3 clusters Score -4926134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4926139.000000 Penalty: 3478.788086
	Iteration 38Q: 3 clusters Score -4926139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4926140.500000 Penalty: 3478.788086
	Iteration 39Q: 3 clusters Score -4926140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4926139.000000 Penalty: 3478.788086
	Iteration 40F: 3 clusters Score -4926139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (97875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Entering Unmasked Estep 
Score: -11295587.000000 Penalty: 1867.360107
	Iteration 0F: 2 clusters Score -1.129559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -11235124.000000 Penalty: 3734.720215
	Iteration 0F: 3 clusters Score -1.123512e+07 nChanged 46792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -11261898.000000 Penalty: 3734.720215
	Iteration 1F: 3 clusters Score -1.12619e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -11262859.000000 Penalty: 3734.720215
	Iteration 2Q: 3 clusters Score -1.126286e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -11264374.000000 Penalty: 3734.720215
	Iteration 3Q: 3 clusters Score -1.126437e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -11266921.000000 Penalty: 3734.720215
	Iteration 4Q: 3 clusters Score -1.126692e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -11270493.000000 Penalty: 3734.720215
	Iteration 5Q: 3 clusters Score -1.127049e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -11274891.000000 Penalty: 3734.720215
	Iteration 6F: 3 clusters Score -1.127489e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -11279160.000000 Penalty: 3734.720215
	Iteration 7F: 3 clusters Score -1.127916e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -11282855.000000 Penalty: 3734.720215
	Iteration 8F: 3 clusters Score -1.128286e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -11285717.000000 Penalty: 3734.720215
	Iteration 9F: 3 clusters Score -1.128572e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -11287919.000000 Penalty: 3734.720215
	Iteration 10Q: 3 clusters Score -1.128792e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -11289430.000000 Penalty: 3734.720215
	Iteration 11Q: 3 clusters Score -1.128943e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -11290487.000000 Penalty: 3734.720215
	Iteration 12Q: 3 clusters Score -1.129049e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -11291190.000000 Penalty: 3734.720215
	Iteration 13Q: 3 clusters Score -1.129119e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -11291888.000000 Penalty: 3734.720215
	Iteration 14Q: 3 clusters Score -1.129189e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69178 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -11292552.000000 Penalty: 3734.720215
	Iteration 15Q: 3 clusters Score -1.129255e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -11293112.000000 Penalty: 3734.720215
	Iteration 16Q: 3 clusters Score -1.129311e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -11293698.000000 Penalty: 3734.720215
	Iteration 17Q: 3 clusters Score -1.12937e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70876 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -11294138.000000 Penalty: 3734.720215
	Iteration 18Q: 3 clusters Score -1.129414e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -11294501.000000 Penalty: 3734.720215
	Iteration 19Q: 3 clusters Score -1.12945e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72070 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -11294792.000000 Penalty: 3734.720215
	Iteration 20F: 3 clusters Score -1.129479e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -11295085.000000 Penalty: 3734.720215
	Iteration 21Q: 3 clusters Score -1.129508e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73359 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -11295312.000000 Penalty: 3734.720215
	Iteration 22Q: 3 clusters Score -1.129531e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73953 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -11295525.000000 Penalty: 3734.720215
	Iteration 23Q: 3 clusters Score -1.129552e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -11295678.000000 Penalty: 3734.720215
	Iteration 24Q: 3 clusters Score -1.129568e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75193 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -11295760.000000 Penalty: 3734.720215
	Iteration 25Q: 3 clusters Score -1.129576e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -11295835.000000 Penalty: 3734.720215
	Iteration 26Q: 3 clusters Score -1.129584e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76408 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -11295934.000000 Penalty: 3734.720215
	Iteration 27Q: 3 clusters Score -1.129593e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -11296007.000000 Penalty: 3734.720215
	Iteration 28Q: 3 clusters Score -1.129601e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -11296113.000000 Penalty: 3734.720215
	Iteration 29Q: 3 clusters Score -1.129611e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -11296199.000000 Penalty: 3734.720215
	Iteration 30Q: 3 clusters Score -1.12962e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -11296233.000000 Penalty: 3734.720215
	Iteration 31Q: 3 clusters Score -1.129623e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79078 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -11296288.000000 Penalty: 3734.720215
	Iteration 32Q: 3 clusters Score -1.129629e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79517 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -11296309.000000 Penalty: 3734.720215
	Iteration 33Q: 3 clusters Score -1.129631e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -11296326.000000 Penalty: 3734.720215
	Iteration 34Q: 3 clusters Score -1.129633e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80274 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -11296355.000000 Penalty: 3734.720215
	Iteration 35Q: 3 clusters Score -1.129636e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -11296351.000000 Penalty: 3734.720215
	Iteration 36Q: 3 clusters Score -1.129635e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80869 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -11296365.000000 Penalty: 3734.720215
	Iteration 37Q: 3 clusters Score -1.129636e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -11296327.000000 Penalty: 3734.720215
	Iteration 38Q: 3 clusters Score -1.129633e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -11296349.000000 Penalty: 3734.720215
	Iteration 39Q: 3 clusters Score -1.129635e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -11296366.000000 Penalty: 3734.720215
	Iteration 40F: 3 clusters Score -1.129637e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -11296379.000000 Penalty: 3734.720215
	Iteration 41Q: 3 clusters Score -1.129638e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81935 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -11296359.000000 Penalty: 3734.720215
	Iteration 42Q: 3 clusters Score -1.129636e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -11296354.000000 Penalty: 3734.720215
	Iteration 43Q: 3 clusters Score -1.129635e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -11296369.000000 Penalty: 3734.720215
	Iteration 44Q: 3 clusters Score -1.129637e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82472 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -11296359.000000 Penalty: 3734.720215
	Iteration 45Q: 3 clusters Score -1.129636e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -11296363.000000 Penalty: 3734.720215
	Iteration 46Q: 3 clusters Score -1.129636e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -11296371.000000 Penalty: 3734.720215
	Iteration 47Q: 3 clusters Score -1.129637e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82909 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -11296389.000000 Penalty: 3734.720215
	Iteration 48Q: 3 clusters Score -1.129639e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83043 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -11296411.000000 Penalty: 3734.720215
	Iteration 49Q: 3 clusters Score -1.129641e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -11296408.000000 Penalty: 3734.720215
	Iteration 50Q: 3 clusters Score -1.129641e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -11296415.000000 Penalty: 3734.720215
	Iteration 51Q: 3 clusters Score -1.129642e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -11296414.000000 Penalty: 3734.720215
	Iteration 52Q: 3 clusters Score -1.129641e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83395 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -11296415.000000 Penalty: 3734.720215
	Iteration 53Q: 3 clusters Score -1.129642e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -11296418.000000 Penalty: 3734.720215
	Iteration 54Q: 3 clusters Score -1.129642e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -11296420.000000 Penalty: 3734.720215
	Iteration 55Q: 3 clusters Score -1.129642e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -11296408.000000 Penalty: 3734.720215
	Iteration 56Q: 3 clusters Score -1.129641e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -11296423.000000 Penalty: 3734.720215
	Iteration 57Q: 3 clusters Score -1.129642e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83697 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -11296404.000000 Penalty: 3734.720215
	Iteration 58Q: 3 clusters Score -1.12964e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -11296391.000000 Penalty: 3734.720215
	Iteration 59Q: 3 clusters Score -1.129639e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -11296387.000000 Penalty: 3734.720215
	Iteration 60F: 3 clusters Score -1.129639e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -11296390.000000 Penalty: 3734.720215
	Iteration 61Q: 3 clusters Score -1.129639e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83891 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -11296391.000000 Penalty: 3734.720215
	Iteration 62Q: 3 clusters Score -1.129639e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -11296401.000000 Penalty: 3734.720215
	Iteration 63Q: 3 clusters Score -1.12964e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83969 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -11296390.000000 Penalty: 3734.720215
	Iteration 64Q: 3 clusters Score -1.129639e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84003 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -11296393.000000 Penalty: 3734.720215
	Iteration 65Q: 3 clusters Score -1.129639e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -11296395.000000 Penalty: 3734.720215
	Iteration 66Q: 3 clusters Score -1.12964e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -11296389.000000 Penalty: 3734.720215
	Iteration 67Q: 3 clusters Score -1.129639e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -11296391.000000 Penalty: 3734.720215
	Iteration 68Q: 3 clusters Score -1.129639e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84146 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -11296398.000000 Penalty: 3734.720215
	Iteration 69Q: 3 clusters Score -1.12964e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84176 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -11296402.000000 Penalty: 3734.720215
	Iteration 70Q: 3 clusters Score -1.12964e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84218 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -11296383.000000 Penalty: 3734.720215
	Iteration 71Q: 3 clusters Score -1.129638e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -11296375.000000 Penalty: 3734.720215
	Iteration 72Q: 3 clusters Score -1.129638e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84280 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -11296377.000000 Penalty: 3734.720215
	Iteration 73Q: 3 clusters Score -1.129638e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -11296391.000000 Penalty: 3734.720215
	Iteration 74Q: 3 clusters Score -1.129639e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -11296397.000000 Penalty: 3734.720215
	Iteration 75Q: 3 clusters Score -1.12964e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84380 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -11296394.000000 Penalty: 3734.720215
	Iteration 76Q: 3 clusters Score -1.129639e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84417 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -11296375.000000 Penalty: 3734.720215
	Iteration 77Q: 3 clusters Score -1.129638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -11296378.000000 Penalty: 3734.720215
	Iteration 78Q: 3 clusters Score -1.129638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84461 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -11296374.000000 Penalty: 3734.720215
	Iteration 79Q: 3 clusters Score -1.129637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84476 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -11296362.000000 Penalty: 3734.720215
	Iteration 80F: 3 clusters Score -1.129636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -11296357.000000 Penalty: 3734.720215
	Iteration 81Q: 3 clusters Score -1.129636e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84516 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -11296352.000000 Penalty: 3734.720215
	Iteration 82Q: 3 clusters Score -1.129635e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -11296355.000000 Penalty: 3734.720215
	Iteration 83Q: 3 clusters Score -1.129636e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84578 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -11296346.000000 Penalty: 3734.720215
	Iteration 84Q: 3 clusters Score -1.129635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84600 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -11296364.000000 Penalty: 3734.720215
	Iteration 85Q: 3 clusters Score -1.129636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84618 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -11296370.000000 Penalty: 3734.720215
	Iteration 86Q: 3 clusters Score -1.129637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -11296366.000000 Penalty: 3734.720215
	Iteration 87Q: 3 clusters Score -1.129637e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84653 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -11296371.000000 Penalty: 3734.720215
	Iteration 88Q: 3 clusters Score -1.129637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -11296387.000000 Penalty: 3734.720215
	Iteration 89Q: 3 clusters Score -1.129639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -11296377.000000 Penalty: 3734.720215
	Iteration 90Q: 3 clusters Score -1.129638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84699 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -11296380.000000 Penalty: 3734.720215
	Iteration 91Q: 3 clusters Score -1.129638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84716 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -11296384.000000 Penalty: 3734.720215
	Iteration 92Q: 3 clusters Score -1.129638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -11296390.000000 Penalty: 3734.720215
	Iteration 93Q: 3 clusters Score -1.129639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -11296395.000000 Penalty: 3734.720215
	Iteration 94Q: 3 clusters Score -1.12964e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84769 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -11296407.000000 Penalty: 3734.720215
	Iteration 95Q: 3 clusters Score -1.129641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84789 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -11296411.000000 Penalty: 3734.720215
	Iteration 96Q: 3 clusters Score -1.129641e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -11296412.000000 Penalty: 3734.720215
	Iteration 97Q: 3 clusters Score -1.129641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -11296416.000000 Penalty: 3734.720215
	Iteration 98Q: 3 clusters Score -1.129642e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -11296411.000000 Penalty: 3734.720215
	Iteration 99Q: 3 clusters Score -1.129641e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -11296409.000000 Penalty: 3734.720215
	Iteration 100F: 3 clusters Score -1.129641e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84932 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -11296401.000000 Penalty: 3734.720215
	Iteration 101Q: 3 clusters Score -1.12964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84953 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -11296382.000000 Penalty: 3734.720215
	Iteration 102Q: 3 clusters Score -1.129638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84970 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -11296374.000000 Penalty: 3734.720215
	Iteration 103Q: 3 clusters Score -1.129637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -11296365.000000 Penalty: 3734.720215
	Iteration 104Q: 3 clusters Score -1.129636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -11296370.000000 Penalty: 3734.720215
	Iteration 105Q: 3 clusters Score -1.129637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -11296363.000000 Penalty: 3734.720215
	Iteration 106Q: 3 clusters Score -1.129636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -11296376.000000 Penalty: 3734.720215
	Iteration 107Q: 3 clusters Score -1.129638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85033 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -11296386.000000 Penalty: 3734.720215
	Iteration 108Q: 3 clusters Score -1.129639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -11296377.000000 Penalty: 3734.720215
	Iteration 109Q: 3 clusters Score -1.129638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85046 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -11296378.000000 Penalty: 3734.720215
	Iteration 110Q: 3 clusters Score -1.129638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -11296380.000000 Penalty: 3734.720215
	Iteration 111Q: 3 clusters Score -1.129638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85053 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -11296389.000000 Penalty: 3734.720215
	Iteration 112Q: 3 clusters Score -1.129639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -11296402.000000 Penalty: 3734.720215
	Iteration 113Q: 3 clusters Score -1.12964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85061 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -11296388.000000 Penalty: 3734.720215
	Iteration 114Q: 3 clusters Score -1.129639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -11296394.000000 Penalty: 3734.720215
	Iteration 115Q: 3 clusters Score -1.129639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85069 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -11296391.000000 Penalty: 3734.720215
	Iteration 116Q: 3 clusters Score -1.129639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -11296391.000000 Penalty: 3734.720215
	Iteration 117Q: 3 clusters Score -1.129639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -11296395.000000 Penalty: 3734.720215
	Iteration 118Q: 3 clusters Score -1.12964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85095 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -11296395.000000 Penalty: 3734.720215
	Iteration 119Q: 3 clusters Score -1.12964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85105 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -11296395.000000 Penalty: 3734.720215
	Iteration 120F: 3 clusters Score -1.12964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -11296385.000000 Penalty: 3734.720215
	Iteration 121Q: 3 clusters Score -1.129638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85123 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -11296382.000000 Penalty: 3734.720215
	Iteration 122Q: 3 clusters Score -1.129638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -11296381.000000 Penalty: 3734.720215
	Iteration 123Q: 3 clusters Score -1.129638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -11296382.000000 Penalty: 3734.720215
	Iteration 124Q: 3 clusters Score -1.129638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -11296382.000000 Penalty: 3734.720215
	Iteration 125Q: 3 clusters Score -1.129638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -11296383.000000 Penalty: 3734.720215
	Iteration 126Q: 3 clusters Score -1.129638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -11296380.000000 Penalty: 3734.720215
	Iteration 127Q: 3 clusters Score -1.129638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -11296380.000000 Penalty: 3734.720215
	Iteration 128Q: 3 clusters Score -1.129638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -11296385.000000 Penalty: 3734.720215
	Iteration 129Q: 3 clusters Score -1.129638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85163 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -11296388.000000 Penalty: 3734.720215
	Iteration 130Q: 3 clusters Score -1.129639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85164 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -11296384.000000 Penalty: 3734.720215
	Iteration 131Q: 3 clusters Score -1.129638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85170 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -11296385.000000 Penalty: 3734.720215
	Iteration 132Q: 3 clusters Score -1.129638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85173 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -11296372.000000 Penalty: 3734.720215
	Iteration 133Q: 3 clusters Score -1.129637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85175 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -11296373.000000 Penalty: 3734.720215
	Iteration 134Q: 3 clusters Score -1.129637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -11296373.000000 Penalty: 3734.720215
	Iteration 135Q: 3 clusters Score -1.129637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85181 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -11296370.000000 Penalty: 3734.720215
	Iteration 136Q: 3 clusters Score -1.129637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85182 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -11296365.000000 Penalty: 3734.720215
	Iteration 137Q: 3 clusters Score -1.129636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85186 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -11296370.000000 Penalty: 3734.720215
	Iteration 138Q: 3 clusters Score -1.129637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -11296372.000000 Penalty: 3734.720215
	Iteration 139Q: 3 clusters Score -1.129637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -11296372.000000 Penalty: 3734.720215
	Iteration 140F: 3 clusters Score -1.129637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 17495 members 
Mstep: Class 4 contains 311 members 
Mstep: Class 5 contains 157061 members 
Mstep: Class 6 contains 118917 members 
Mstep: Class 7 contains 21446 members 
Mstep: Class 8 contains 3112 members 
Mstep: Class 9 contains 154670 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 1874 members 
Mstep: Class 12 contains 8788 members 
Mstep: Class 13 contains 4213 members 
Mstep: Class 14 contains 48632 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 12688 members 
Mstep: Class 17 contains 601 members 
Mstep: Class 18 contains 70029 members 
Mstep: Class 19 contains 93997 members 
Mstep: Class 20 contains 44532 members 
Mstep: Class 21 contains 85187 members 
Mstep: Class 22 contains 35179 members 
Entering Unmasked Estep 
Score: -102012296.000000 Penalty: 49056.292969
Splitting cluster 21 changes total score from -101972896.000000 to -102012296.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 22 (35179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Entering Unmasked Estep 
Score: -4070040.750000 Penalty: 1701.083252
	Iteration 0F: 2 clusters Score -4070041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -4046469.000000 Penalty: 3402.166504
	Iteration 0F: 3 clusters Score -4046469 nChanged 16281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -4055726.000000 Penalty: 3402.166504
	Iteration 1F: 3 clusters Score -4055726 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -4056654.500000 Penalty: 3402.166504
	Iteration 2F: 3 clusters Score -4056654 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -4057943.750000 Penalty: 3402.166504
	Iteration 3F: 3 clusters Score -4057944 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -4059652.750000 Penalty: 3402.166504
	Iteration 4F: 3 clusters Score -4059653 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4061825.000000 Penalty: 3402.166504
	Iteration 5F: 3 clusters Score -4061825 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -4064256.750000 Penalty: 3402.166504
	Iteration 6F: 3 clusters Score -4064257 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -4066037.500000 Penalty: 3402.166504
	Iteration 7F: 3 clusters Score -4066038 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -4066961.000000 Penalty: 3402.166504
	Iteration 8Q: 3 clusters Score -4066961 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -4067397.750000 Penalty: 3402.166504
	Iteration 9Q: 3 clusters Score -4067398 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -4067758.250000 Penalty: 3402.166504
	Iteration 10Q: 3 clusters Score -4067758 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -4068099.250000 Penalty: 3402.166504
	Iteration 11Q: 3 clusters Score -4068099 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -4068380.000000 Penalty: 3402.166504
	Iteration 12Q: 3 clusters Score -4068380 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -4068578.750000 Penalty: 3402.166504
	Iteration 13Q: 3 clusters Score -4068579 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -4068705.500000 Penalty: 3402.166504
	Iteration 14Q: 3 clusters Score -4068706 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -4068808.500000 Penalty: 3402.166504
	Iteration 15Q: 3 clusters Score -4068808 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -4068925.500000 Penalty: 3402.166504
	Iteration 16Q: 3 clusters Score -4068926 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4068980.250000 Penalty: 3402.166504
	Iteration 17Q: 3 clusters Score -4068980 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -4069058.500000 Penalty: 3402.166504
	Iteration 18Q: 3 clusters Score -4069058 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -4069100.000000 Penalty: 3402.166504
	Iteration 19Q: 3 clusters Score -4069100 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -4069147.000000 Penalty: 3402.166504
	Iteration 20F: 3 clusters Score -4069147 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -4069199.750000 Penalty: 3402.166504
	Iteration 21Q: 3 clusters Score -4069200 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -4069229.000000 Penalty: 3402.166504
	Iteration 22Q: 3 clusters Score -4069229 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -4069252.750000 Penalty: 3402.166504
	Iteration 23Q: 3 clusters Score -4069253 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -4069267.250000 Penalty: 3402.166504
	Iteration 24Q: 3 clusters Score -4069267 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -4069296.000000 Penalty: 3402.166504
	Iteration 25Q: 3 clusters Score -4069296 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -4069311.000000 Penalty: 3402.166504
	Iteration 26Q: 3 clusters Score -4069311 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -4069323.000000 Penalty: 3402.166504
	Iteration 27Q: 3 clusters Score -4069323 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -4069326.750000 Penalty: 3402.166504
	Iteration 28Q: 3 clusters Score -4069327 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -4069318.250000 Penalty: 3402.166504
	Iteration 29Q: 3 clusters Score -4069318 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4069318.000000 Penalty: 3402.166504
	Iteration 30Q: 3 clusters Score -4069318 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -4069339.250000 Penalty: 3402.166504
	Iteration 31Q: 3 clusters Score -4069339 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -4069357.750000 Penalty: 3402.166504
	Iteration 32Q: 3 clusters Score -4069358 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -4069389.000000 Penalty: 3402.166504
	Iteration 33Q: 3 clusters Score -4069389 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -4069419.000000 Penalty: 3402.166504
	Iteration 34Q: 3 clusters Score -4069419 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -4069423.750000 Penalty: 3402.166504
	Iteration 35Q: 3 clusters Score -4069424 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -4069450.250000 Penalty: 3402.166504
	Iteration 36Q: 3 clusters Score -4069450 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -4069465.750000 Penalty: 3402.166504
	Iteration 37Q: 3 clusters Score -4069466 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -4069473.500000 Penalty: 3402.166504
	Iteration 38Q: 3 clusters Score -4069474 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -4069489.750000 Penalty: 3402.166504
	Iteration 39Q: 3 clusters Score -4069490 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -4069493.000000 Penalty: 3402.166504
	Iteration 40F: 3 clusters Score -4069493 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -4069501.500000 Penalty: 3402.166504
	Iteration 41Q: 3 clusters Score -4069502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -4069522.250000 Penalty: 3402.166504
	Iteration 42Q: 3 clusters Score -4069522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -4069530.500000 Penalty: 3402.166504
	Iteration 43Q: 3 clusters Score -4069530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -4069533.250000 Penalty: 3402.166504
	Iteration 44Q: 3 clusters Score -4069533 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -4069536.500000 Penalty: 3402.166504
	Iteration 45Q: 3 clusters Score -4069536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -4069545.000000 Penalty: 3402.166504
	Iteration 46Q: 3 clusters Score -4069545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4069548.250000 Penalty: 3402.166504
	Iteration 47Q: 3 clusters Score -4069548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -4069565.250000 Penalty: 3402.166504
	Iteration 48Q: 3 clusters Score -4069565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -4069566.250000 Penalty: 3402.166504
	Iteration 49Q: 3 clusters Score -4069566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -4069571.250000 Penalty: 3402.166504
	Iteration 50Q: 3 clusters Score -4069571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -4069573.750000 Penalty: 3402.166504
	Iteration 51Q: 3 clusters Score -4069574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -4069582.250000 Penalty: 3402.166504
	Iteration 52Q: 3 clusters Score -4069582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -4069583.000000 Penalty: 3402.166504
	Iteration 53Q: 3 clusters Score -4069583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -4069587.500000 Penalty: 3402.166504
	Iteration 54Q: 3 clusters Score -4069588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -4069587.250000 Penalty: 3402.166504
	Iteration 55Q: 3 clusters Score -4069587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4069594.500000 Penalty: 3402.166504
	Iteration 56Q: 3 clusters Score -4069594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -4069594.750000 Penalty: 3402.166504
	Iteration 57Q: 3 clusters Score -4069595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -4069594.750000 Penalty: 3402.166504
	Iteration 58Q: 3 clusters Score -4069595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4069593.500000 Penalty: 3402.166504
	Iteration 59Q: 3 clusters Score -4069594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -4069590.000000 Penalty: 3402.166504
	Iteration 60F: 3 clusters Score -4069590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4069592.250000 Penalty: 3402.166504
	Iteration 61Q: 3 clusters Score -4069592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -4069595.500000 Penalty: 3402.166504
	Iteration 62Q: 3 clusters Score -4069596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -4069603.750000 Penalty: 3402.166504
	Iteration 63Q: 3 clusters Score -4069604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -4069610.750000 Penalty: 3402.166504
	Iteration 64Q: 3 clusters Score -4069611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -4069616.250000 Penalty: 3402.166504
	Iteration 65Q: 3 clusters Score -4069616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -4069614.500000 Penalty: 3402.166504
	Iteration 66Q: 3 clusters Score -4069614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -4069615.750000 Penalty: 3402.166504
	Iteration 67Q: 3 clusters Score -4069616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4069613.500000 Penalty: 3402.166504
	Iteration 68Q: 3 clusters Score -4069614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -4069604.000000 Penalty: 3402.166504
	Iteration 69Q: 3 clusters Score -4069604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -4069607.000000 Penalty: 3402.166504
	Iteration 70Q: 3 clusters Score -4069607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -4069612.000000 Penalty: 3402.166504
	Iteration 71Q: 3 clusters Score -4069612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -4069613.500000 Penalty: 3402.166504
	Iteration 72Q: 3 clusters Score -4069614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4069617.000000 Penalty: 3402.166504
	Iteration 73Q: 3 clusters Score -4069617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4069620.000000 Penalty: 3402.166504
	Iteration 74Q: 3 clusters Score -4069620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -4069622.500000 Penalty: 3402.166504
	Iteration 75Q: 3 clusters Score -4069622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -4069621.000000 Penalty: 3402.166504
	Iteration 76Q: 3 clusters Score -4069621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4069618.750000 Penalty: 3402.166504
	Iteration 77Q: 3 clusters Score -4069619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4069618.750000 Penalty: 3402.166504
	Iteration 78F: 3 clusters Score -4069619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 3 contains 17495 members 
Mstep: Class 5 contains 157061 members 
Mstep: Class 7 contains 21446 members 
Mstep: Class 9 contains 154670 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 1874 members 
Mstep: Class 12 contains 8788 members 
Mstep: Class 13 contains 4213 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 17 contains 601 members 
Mstep: Class 18 contains 70029 members 
Mstep: Class 19 contains 93997 members 
Mstep: Class 20 contains 44532 members 
Mstep: Class 21 contains 85187 members 
Mstep: Class 22 contains 35179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102020896.000000 Penalty: 49056.292969
Iteration 39Q: 23 clusters Score -1.020209e+08 nChanged 21467
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 5468 members 
Mstep: Class 3 contains 17528 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 157830 members 
Mstep: Class 6 contains 117175 members 
Mstep: Class 7 contains 21791 members 
Mstep: Class 8 contains 2886 members 
Mstep: Class 9 contains 155219 members 
Mstep: Class 10 contains 8648 members 
Mstep: Class 11 contains 1693 members 
Mstep: Class 12 contains 9136 members 
Mstep: Class 13 contains 4314 members 
Mstep: Class 14 contains 47504 members 
Mstep: Class 15 contains 5493 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 72696 members 
Mstep: Class 19 contains 97491 members 
Mstep: Class 20 contains 44661 members 
Mstep: Class 21 contains 81517 members 
Mstep: Class 22 contains 34319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102031704.000000 Penalty: 49056.292969
Iteration 40F: 23 clusters Score -1.020317e+08 nChanged 21504
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 6579 members 
Mstep: Class 3 contains 17260 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 156895 members 
Mstep: Class 6 contains 117760 members 
Mstep: Class 7 contains 21584 members 
Mstep: Class 8 contains 2990 members 
Mstep: Class 9 contains 150970 members 
Mstep: Class 10 contains 8439 members 
Mstep: Class 11 contains 1621 members 
Mstep: Class 12 contains 9260 members 
Mstep: Class 13 contains 4338 members 
Mstep: Class 14 contains 48352 members 
Mstep: Class 15 contains 4988 members 
Mstep: Class 16 contains 13467 members 
Mstep: Class 17 contains 818 members 
Mstep: Class 18 contains 79014 members 
Mstep: Class 19 contains 97884 members 
Mstep: Class 20 contains 44320 members 
Mstep: Class 21 contains 78487 members 
Mstep: Class 22 contains 33561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102040608.000000 Penalty: 49056.292969
Iteration 41Q: 23 clusters Score -1.020406e+08 nChanged 18333
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 7363 members 
Mstep: Class 3 contains 17105 members 
Mstep: Class 4 contains 371 members 
Mstep: Class 5 contains 156489 members 
Mstep: Class 6 contains 117965 members 
Mstep: Class 7 contains 21389 members 
Mstep: Class 8 contains 3071 members 
Mstep: Class 9 contains 146180 members 
Mstep: Class 10 contains 8309 members 
Mstep: Class 11 contains 1635 members 
Mstep: Class 12 contains 9360 members 
Mstep: Class 13 contains 4389 members 
Mstep: Class 14 contains 48963 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 13503 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 85640 members 
Mstep: Class 19 contains 98106 members 
Mstep: Class 20 contains 44015 members 
Mstep: Class 21 contains 75763 members 
Mstep: Class 22 contains 33905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102045112.000000 Penalty: 49056.292969
Iteration 42Q: 23 clusters Score -1.020451e+08 nChanged 19649
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 7981 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 156234 members 
Mstep: Class 6 contains 118126 members 
Mstep: Class 7 contains 21182 members 
Mstep: Class 8 contains 3145 members 
Mstep: Class 9 contains 141492 members 
Mstep: Class 10 contains 8217 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 9430 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 49396 members 
Mstep: Class 15 contains 4244 members 
Mstep: Class 16 contains 12359 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 93098 members 
Mstep: Class 19 contains 98255 members 
Mstep: Class 20 contains 43770 members 
Mstep: Class 21 contains 72117 members 
Mstep: Class 22 contains 35535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102044600.000000 Penalty: 49056.292969
Iteration 43Q: 23 clusters Score -1.020446e+08 nChanged 21408
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 8484 members 
Mstep: Class 3 contains 16986 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 156160 members 
Mstep: Class 6 contains 118191 members 
Mstep: Class 7 contains 20967 members 
Mstep: Class 8 contains 3208 members 
Mstep: Class 9 contains 137572 members 
Mstep: Class 10 contains 8160 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 9488 members 
Mstep: Class 13 contains 4472 members 
Mstep: Class 14 contains 49695 members 
Mstep: Class 15 contains 4061 members 
Mstep: Class 16 contains 9879 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 100964 members 
Mstep: Class 19 contains 98423 members 
Mstep: Class 20 contains 43561 members 
Mstep: Class 21 contains 67581 members 
Mstep: Class 22 contains 38120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102043000.000000 Penalty: 49056.292969
Iteration 44Q: 23 clusters Score -1.02043e+08 nChanged 22217
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 8873 members 
Mstep: Class 3 contains 17030 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 156145 members 
Mstep: Class 6 contains 118261 members 
Mstep: Class 7 contains 20783 members 
Mstep: Class 8 contains 3271 members 
Mstep: Class 9 contains 134308 members 
Mstep: Class 10 contains 8120 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 9554 members 
Mstep: Class 13 contains 4506 members 
Mstep: Class 14 contains 49932 members 
Mstep: Class 15 contains 3960 members 
Mstep: Class 16 contains 6588 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 109054 members 
Mstep: Class 19 contains 98658 members 
Mstep: Class 20 contains 43403 members 
Mstep: Class 21 contains 62308 members 
Mstep: Class 22 contains 41188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102041456.000000 Penalty: 49056.292969
Iteration 45Q: 23 clusters Score -1.020415e+08 nChanged 21260
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 9281 members 
Mstep: Class 3 contains 17120 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 156204 members 
Mstep: Class 6 contains 118395 members 
Mstep: Class 7 contains 20553 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 131070 members 
Mstep: Class 10 contains 8081 members 
Mstep: Class 11 contains 1791 members 
Mstep: Class 12 contains 9597 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 50114 members 
Mstep: Class 15 contains 3879 members 
Mstep: Class 16 contains 3493 members 
Mstep: Class 17 contains 886 members 
Mstep: Class 18 contains 115492 members 
Mstep: Class 19 contains 98805 members 
Mstep: Class 20 contains 43232 members 
Mstep: Class 21 contains 58299 members 
Mstep: Class 22 contains 44431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1473.721069 but Gain 2229.832031
Score: -102040000.000000 Penalty: 46826.460938
Iteration 46Q: 22 clusters Score -1.0204e+08 nChanged 18488
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 17294 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 156242 members 
Mstep: Class 6 contains 118608 members 
Mstep: Class 7 contains 20340 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 128641 members 
Mstep: Class 10 contains 8048 members 
Mstep: Class 11 contains 1808 members 
Mstep: Class 12 contains 9624 members 
Mstep: Class 13 contains 4570 members 
Mstep: Class 14 contains 50234 members 
Mstep: Class 15 contains 3775 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 119076 members 
Mstep: Class 19 contains 98898 members 
Mstep: Class 20 contains 43098 members 
Mstep: Class 21 contains 56600 members 
Mstep: Class 22 contains 47777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102041144.000000 Penalty: 46826.460938
Iteration 47Q: 22 clusters Score -1.020411e+08 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 10040 members 
Mstep: Class 3 contains 17332 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 156298 members 
Mstep: Class 6 contains 118871 members 
Mstep: Class 7 contains 20120 members 
Mstep: Class 8 contains 3425 members 
Mstep: Class 9 contains 126990 members 
Mstep: Class 10 contains 8023 members 
Mstep: Class 11 contains 1828 members 
Mstep: Class 12 contains 9638 members 
Mstep: Class 13 contains 4596 members 
Mstep: Class 14 contains 50329 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 17 contains 900 members 
Mstep: Class 18 contains 117318 members 
Mstep: Class 19 contains 98869 members 
Mstep: Class 20 contains 42995 members 
Mstep: Class 21 contains 56128 members 
Mstep: Class 22 contains 51260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102041104.000000 Penalty: 46826.460938
Iteration 48Q: 22 clusters Score -1.020411e+08 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 10395 members 
Mstep: Class 3 contains 17354 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 156406 members 
Mstep: Class 6 contains 119146 members 
Mstep: Class 7 contains 19901 members 
Mstep: Class 8 contains 3457 members 
Mstep: Class 9 contains 126416 members 
Mstep: Class 10 contains 7995 members 
Mstep: Class 11 contains 1842 members 
Mstep: Class 12 contains 9664 members 
Mstep: Class 13 contains 4614 members 
Mstep: Class 14 contains 50404 members 
Mstep: Class 15 contains 3494 members 
Mstep: Class 17 contains 906 members 
Mstep: Class 18 contains 113754 members 
Mstep: Class 19 contains 98748 members 
Mstep: Class 20 contains 42898 members 
Mstep: Class 21 contains 56400 members 
Mstep: Class 22 contains 54825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102042840.000000 Penalty: 46826.460938
Iteration 49Q: 22 clusters Score -1.020428e+08 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 10749 members 
Mstep: Class 3 contains 17332 members 
Mstep: Class 4 contains 410 members 
Mstep: Class 5 contains 156543 members 
Mstep: Class 6 contains 119418 members 
Mstep: Class 7 contains 19674 members 
Mstep: Class 8 contains 3480 members 
Mstep: Class 9 contains 126411 members 
Mstep: Class 10 contains 7971 members 
Mstep: Class 11 contains 1872 members 
Mstep: Class 12 contains 9692 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 50444 members 
Mstep: Class 15 contains 3349 members 
Mstep: Class 17 contains 909 members 
Mstep: Class 18 contains 109325 members 
Mstep: Class 19 contains 98550 members 
Mstep: Class 20 contains 42815 members 
Mstep: Class 21 contains 56918 members 
Mstep: Class 22 contains 58543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102045304.000000 Penalty: 46826.460938
Iteration 50Q: 22 clusters Score -1.020453e+08 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 11093 members 
Mstep: Class 3 contains 17296 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 156684 members 
Mstep: Class 6 contains 119732 members 
Mstep: Class 7 contains 19422 members 
Mstep: Class 8 contains 3497 members 
Mstep: Class 9 contains 126578 members 
Mstep: Class 10 contains 7940 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 9711 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 50500 members 
Mstep: Class 15 contains 3176 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 104520 members 
Mstep: Class 19 contains 98279 members 
Mstep: Class 20 contains 42734 members 
Mstep: Class 21 contains 57360 members 
Mstep: Class 22 contains 62662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102047808.000000 Penalty: 46826.460938
Iteration 51Q: 22 clusters Score -1.020478e+08 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 11425 members 
Mstep: Class 3 contains 17258 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 156867 members 
Mstep: Class 6 contains 120059 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 3509 members 
Mstep: Class 9 contains 126569 members 
Mstep: Class 10 contains 7914 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 12 contains 9715 members 
Mstep: Class 13 contains 4664 members 
Mstep: Class 14 contains 50536 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 99607 members 
Mstep: Class 19 contains 97928 members 
Mstep: Class 20 contains 42674 members 
Mstep: Class 21 contains 57754 members 
Mstep: Class 22 contains 67150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102050296.000000 Penalty: 46826.460938
Iteration 52Q: 22 clusters Score -1.020503e+08 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 17222 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 156980 members 
Mstep: Class 6 contains 120436 members 
Mstep: Class 7 contains 18889 members 
Mstep: Class 8 contains 3520 members 
Mstep: Class 9 contains 126309 members 
Mstep: Class 10 contains 7894 members 
Mstep: Class 11 contains 1946 members 
Mstep: Class 12 contains 9717 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 50552 members 
Mstep: Class 15 contains 2882 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 94974 members 
Mstep: Class 19 contains 97605 members 
Mstep: Class 20 contains 42598 members 
Mstep: Class 21 contains 57882 members 
Mstep: Class 22 contains 71884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102052960.000000 Penalty: 46826.460938
Iteration 53Q: 22 clusters Score -1.02053e+08 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 12032 members 
Mstep: Class 3 contains 17178 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 157075 members 
Mstep: Class 6 contains 120820 members 
Mstep: Class 7 contains 18652 members 
Mstep: Class 8 contains 3529 members 
Mstep: Class 9 contains 125713 members 
Mstep: Class 10 contains 7874 members 
Mstep: Class 11 contains 1980 members 
Mstep: Class 12 contains 9710 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 50572 members 
Mstep: Class 15 contains 2809 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 90664 members 
Mstep: Class 19 contains 97258 members 
Mstep: Class 20 contains 42536 members 
Mstep: Class 21 contains 57855 members 
Mstep: Class 22 contains 76781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102055688.000000 Penalty: 46826.460938
Iteration 54Q: 22 clusters Score -1.020557e+08 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 12337 members 
Mstep: Class 3 contains 17125 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 157203 members 
Mstep: Class 6 contains 121205 members 
Mstep: Class 7 contains 18390 members 
Mstep: Class 8 contains 3539 members 
Mstep: Class 9 contains 124396 members 
Mstep: Class 10 contains 7859 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 9715 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 50584 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 86408 members 
Mstep: Class 19 contains 96884 members 
Mstep: Class 20 contains 42469 members 
Mstep: Class 21 contains 57621 members 
Mstep: Class 22 contains 82580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102058568.000000 Penalty: 46826.460938
Iteration 55Q: 22 clusters Score -1.020586e+08 nChanged 11989
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 12648 members 
Mstep: Class 3 contains 17077 members 
Mstep: Class 4 contains 412 members 
Mstep: Class 5 contains 157297 members 
Mstep: Class 6 contains 121624 members 
Mstep: Class 7 contains 18111 members 
Mstep: Class 8 contains 3544 members 
Mstep: Class 9 contains 122075 members 
Mstep: Class 10 contains 7845 members 
Mstep: Class 11 contains 2023 members 
Mstep: Class 12 contains 9716 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 50592 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 81942 members 
Mstep: Class 19 contains 96423 members 
Mstep: Class 20 contains 42413 members 
Mstep: Class 21 contains 56980 members 
Mstep: Class 22 contains 90042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102059320.000000 Penalty: 46826.460938
Iteration 56Q: 22 clusters Score -1.020593e+08 nChanged 13398
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 12933 members 
Mstep: Class 3 contains 17059 members 
Mstep: Class 4 contains 414 members 
Mstep: Class 5 contains 157394 members 
Mstep: Class 6 contains 122083 members 
Mstep: Class 7 contains 17832 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 118698 members 
Mstep: Class 10 contains 7834 members 
Mstep: Class 11 contains 2043 members 
Mstep: Class 12 contains 9721 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 50579 members 
Mstep: Class 15 contains 2654 members 
Mstep: Class 17 contains 917 members 
Mstep: Class 18 contains 77967 members 
Mstep: Class 19 contains 95967 members 
Mstep: Class 20 contains 42347 members 
Mstep: Class 21 contains 56095 members 
Mstep: Class 22 contains 98297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102057392.000000 Penalty: 46826.460938
Iteration 57Q: 22 clusters Score -1.020574e+08 nChanged 11670
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 13229 members 
Mstep: Class 3 contains 17135 members 
Mstep: Class 4 contains 418 members 
Mstep: Class 5 contains 157443 members 
Mstep: Class 6 contains 122550 members 
Mstep: Class 7 contains 17566 members 
Mstep: Class 8 contains 3565 members 
Mstep: Class 9 contains 115290 members 
Mstep: Class 10 contains 7809 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 9723 members 
Mstep: Class 13 contains 4711 members 
Mstep: Class 14 contains 50568 members 
Mstep: Class 15 contains 2638 members 
Mstep: Class 17 contains 917 members 
Mstep: Class 18 contains 75842 members 
Mstep: Class 19 contains 95574 members 
Mstep: Class 20 contains 42290 members 
Mstep: Class 21 contains 55211 members 
Mstep: Class 22 contains 104584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102054568.000000 Penalty: 46826.460938
Iteration 58Q: 22 clusters Score -1.020546e+08 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 13523 members 
Mstep: Class 3 contains 17197 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 157451 members 
Mstep: Class 6 contains 123005 members 
Mstep: Class 7 contains 17307 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 112621 members 
Mstep: Class 10 contains 7787 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 9722 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 50553 members 
Mstep: Class 15 contains 2640 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 75088 members 
Mstep: Class 19 contains 95261 members 
Mstep: Class 20 contains 42231 members 
Mstep: Class 21 contains 54365 members 
Mstep: Class 22 contains 108691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102053032.000000 Penalty: 46826.460938
Iteration 59Q: 22 clusters Score -1.02053e+08 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 13801 members 
Mstep: Class 3 contains 17272 members 
Mstep: Class 4 contains 420 members 
Mstep: Class 5 contains 157427 members 
Mstep: Class 6 contains 123478 members 
Mstep: Class 7 contains 17036 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 110604 members 
Mstep: Class 10 contains 7760 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 9725 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 50558 members 
Mstep: Class 15 contains 2642 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 74896 members 
Mstep: Class 19 contains 94940 members 
Mstep: Class 20 contains 42178 members 
Mstep: Class 21 contains 53577 members 
Mstep: Class 22 contains 111537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102059000.000000 Penalty: 46826.460938
Iteration 60F: 22 clusters Score -1.02059e+08 nChanged 19788
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 14089 members 
Mstep: Class 3 contains 17285 members 
Mstep: Class 4 contains 426 members 
Mstep: Class 5 contains 157431 members 
Mstep: Class 6 contains 123950 members 
Mstep: Class 7 contains 16728 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 104681 members 
Mstep: Class 10 contains 7731 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 9721 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 50556 members 
Mstep: Class 15 contains 2947 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 68194 members 
Mstep: Class 19 contains 94457 members 
Mstep: Class 20 contains 42112 members 
Mstep: Class 21 contains 51460 members 
Mstep: Class 22 contains 126063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102057936.000000 Penalty: 46826.460938
Iteration 61Q: 22 clusters Score -1.020579e+08 nChanged 22117
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 14378 members 
Mstep: Class 3 contains 17333 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 157418 members 
Mstep: Class 6 contains 124472 members 
Mstep: Class 7 contains 16398 members 
Mstep: Class 8 contains 3606 members 
Mstep: Class 9 contains 98307 members 
Mstep: Class 10 contains 7698 members 
Mstep: Class 11 contains 2129 members 
Mstep: Class 12 contains 9711 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 50574 members 
Mstep: Class 15 contains 3144 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 60341 members 
Mstep: Class 19 contains 94067 members 
Mstep: Class 20 contains 42066 members 
Mstep: Class 21 contains 49494 members 
Mstep: Class 22 contains 142004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102057208.000000 Penalty: 46826.460938
Iteration 62Q: 22 clusters Score -1.020572e+08 nChanged 23810
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 14625 members 
Mstep: Class 3 contains 17349 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 157373 members 
Mstep: Class 6 contains 125022 members 
Mstep: Class 7 contains 16088 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 90371 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 9699 members 
Mstep: Class 13 contains 4678 members 
Mstep: Class 14 contains 50564 members 
Mstep: Class 15 contains 3256 members 
Mstep: Class 17 contains 932 members 
Mstep: Class 18 contains 51805 members 
Mstep: Class 19 contains 93785 members 
Mstep: Class 20 contains 42027 members 
Mstep: Class 21 contains 48153 members 
Mstep: Class 22 contains 159608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102046648.000000 Penalty: 46826.460938
Iteration 63Q: 22 clusters Score -1.020466e+08 nChanged 30982
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 14850 members 
Mstep: Class 3 contains 17415 members 
Mstep: Class 4 contains 433 members 
Mstep: Class 5 contains 157327 members 
Mstep: Class 6 contains 125623 members 
Mstep: Class 7 contains 15760 members 
Mstep: Class 8 contains 3623 members 
Mstep: Class 9 contains 76009 members 
Mstep: Class 10 contains 7625 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 12 contains 9686 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 50574 members 
Mstep: Class 15 contains 3278 members 
Mstep: Class 17 contains 927 members 
Mstep: Class 18 contains 44412 members 
Mstep: Class 19 contains 93700 members 
Mstep: Class 20 contains 41990 members 
Mstep: Class 21 contains 49372 members 
Mstep: Class 22 contains 179761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102023408.000000 Penalty: 46826.460938
Iteration 64Q: 22 clusters Score -1.020234e+08 nChanged 28877
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 15101 members 
Mstep: Class 3 contains 17837 members 
Mstep: Class 4 contains 434 members 
Mstep: Class 5 contains 157261 members 
Mstep: Class 6 contains 126260 members 
Mstep: Class 7 contains 15396 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 9 contains 63554 members 
Mstep: Class 10 contains 7595 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 50569 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 41051 members 
Mstep: Class 19 contains 94226 members 
Mstep: Class 20 contains 41935 members 
Mstep: Class 21 contains 52107 members 
Mstep: Class 22 contains 191452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102010624.000000 Penalty: 46826.460938
Iteration 65Q: 22 clusters Score -1.020106e+08 nChanged 21218
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 15316 members 
Mstep: Class 3 contains 18290 members 
Mstep: Class 4 contains 437 members 
Mstep: Class 5 contains 157259 members 
Mstep: Class 6 contains 126890 members 
Mstep: Class 7 contains 14988 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 57177 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 2203 members 
Mstep: Class 12 contains 9674 members 
Mstep: Class 13 contains 4663 members 
Mstep: Class 14 contains 50554 members 
Mstep: Class 15 contains 3465 members 
Mstep: Class 17 contains 930 members 
Mstep: Class 18 contains 40496 members 
Mstep: Class 19 contains 94886 members 
Mstep: Class 20 contains 41878 members 
Mstep: Class 21 contains 55154 members 
Mstep: Class 22 contains 193780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102009280.000000 Penalty: 46826.460938
Iteration 66Q: 22 clusters Score -1.020093e+08 nChanged 16104
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 15498 members 
Mstep: Class 3 contains 18633 members 
Mstep: Class 4 contains 439 members 
Mstep: Class 5 contains 157193 members 
Mstep: Class 6 contains 127619 members 
Mstep: Class 7 contains 14543 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 54084 members 
Mstep: Class 10 contains 7489 members 
Mstep: Class 11 contains 2216 members 
Mstep: Class 12 contains 9668 members 
Mstep: Class 13 contains 4667 members 
Mstep: Class 14 contains 50558 members 
Mstep: Class 15 contains 3538 members 
Mstep: Class 17 contains 927 members 
Mstep: Class 18 contains 41119 members 
Mstep: Class 19 contains 95280 members 
Mstep: Class 20 contains 41823 members 
Mstep: Class 21 contains 58269 members 
Mstep: Class 22 contains 192035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102011984.000000 Penalty: 46826.460938
Iteration 67Q: 22 clusters Score -1.02012e+08 nChanged 13207
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 15676 members 
Mstep: Class 3 contains 18846 members 
Mstep: Class 4 contains 438 members 
Mstep: Class 5 contains 157139 members 
Mstep: Class 6 contains 128316 members 
Mstep: Class 7 contains 14188 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 52351 members 
Mstep: Class 10 contains 7397 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 12 contains 9658 members 
Mstep: Class 13 contains 4663 members 
Mstep: Class 14 contains 50537 members 
Mstep: Class 15 contains 3606 members 
Mstep: Class 17 contains 929 members 
Mstep: Class 18 contains 42270 members 
Mstep: Class 19 contains 95351 members 
Mstep: Class 20 contains 41775 members 
Mstep: Class 21 contains 61307 members 
Mstep: Class 22 contains 188943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102016664.000000 Penalty: 46826.460938
Iteration 68Q: 22 clusters Score -1.020167e+08 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 15822 members 
Mstep: Class 3 contains 18966 members 
Mstep: Class 4 contains 440 members 
Mstep: Class 5 contains 157054 members 
Mstep: Class 6 contains 128923 members 
Mstep: Class 7 contains 13957 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 51305 members 
Mstep: Class 10 contains 7276 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 9651 members 
Mstep: Class 13 contains 4656 members 
Mstep: Class 14 contains 50502 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 17 contains 929 members 
Mstep: Class 18 contains 43717 members 
Mstep: Class 19 contains 95261 members 
Mstep: Class 20 contains 41741 members 
Mstep: Class 21 contains 64304 members 
Mstep: Class 22 contains 185231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102021592.000000 Penalty: 46826.460938
Iteration 69Q: 22 clusters Score -1.020216e+08 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 15941 members 
Mstep: Class 3 contains 18999 members 
Mstep: Class 4 contains 439 members 
Mstep: Class 5 contains 156915 members 
Mstep: Class 6 contains 129526 members 
Mstep: Class 7 contains 13811 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 50703 members 
Mstep: Class 10 contains 7134 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 9641 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 50474 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 45296 members 
Mstep: Class 19 contains 95030 members 
Mstep: Class 20 contains 41700 members 
Mstep: Class 21 contains 67256 members 
Mstep: Class 22 contains 181280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102027296.000000 Penalty: 46826.460938
Iteration 70Q: 22 clusters Score -1.020273e+08 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 16069 members 
Mstep: Class 3 contains 18936 members 
Mstep: Class 4 contains 440 members 
Mstep: Class 5 contains 156725 members 
Mstep: Class 6 contains 130103 members 
Mstep: Class 7 contains 13828 members 
Mstep: Class 8 contains 3663 members 
Mstep: Class 9 contains 50192 members 
Mstep: Class 10 contains 6969 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 9631 members 
Mstep: Class 13 contains 4600 members 
Mstep: Class 14 contains 50449 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 17 contains 934 members 
Mstep: Class 18 contains 46971 members 
Mstep: Class 19 contains 94674 members 
Mstep: Class 20 contains 41625 members 
Mstep: Class 21 contains 70084 members 
Mstep: Class 22 contains 177485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102033376.000000 Penalty: 46826.460938
Iteration 71Q: 22 clusters Score -1.020334e+08 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 16188 members 
Mstep: Class 3 contains 18830 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 156472 members 
Mstep: Class 6 contains 130646 members 
Mstep: Class 7 contains 13913 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 49737 members 
Mstep: Class 10 contains 6804 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 9625 members 
Mstep: Class 13 contains 4568 members 
Mstep: Class 14 contains 50420 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 17 contains 934 members 
Mstep: Class 18 contains 48626 members 
Mstep: Class 19 contains 94276 members 
Mstep: Class 20 contains 41557 members 
Mstep: Class 21 contains 72985 members 
Mstep: Class 22 contains 173724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102038448.000000 Penalty: 46826.460938
Iteration 72Q: 22 clusters Score -1.020384e+08 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 16293 members 
Mstep: Class 3 contains 18650 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 156240 members 
Mstep: Class 6 contains 131066 members 
Mstep: Class 7 contains 14107 members 
Mstep: Class 8 contains 3667 members 
Mstep: Class 9 contains 49197 members 
Mstep: Class 10 contains 6633 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 9633 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 50383 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 50214 members 
Mstep: Class 19 contains 93796 members 
Mstep: Class 20 contains 41477 members 
Mstep: Class 21 contains 75786 members 
Mstep: Class 22 contains 170399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102042232.000000 Penalty: 46826.460938
Iteration 73Q: 22 clusters Score -1.020422e+08 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 16375 members 
Mstep: Class 3 contains 18491 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 5 contains 156017 members 
Mstep: Class 6 contains 131449 members 
Mstep: Class 7 contains 14283 members 
Mstep: Class 8 contains 3670 members 
Mstep: Class 9 contains 48636 members 
Mstep: Class 10 contains 6475 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 9651 members 
Mstep: Class 13 contains 4477 members 
Mstep: Class 14 contains 50347 members 
Mstep: Class 15 contains 3616 members 
Mstep: Class 17 contains 934 members 
Mstep: Class 18 contains 51598 members 
Mstep: Class 19 contains 93354 members 
Mstep: Class 20 contains 41397 members 
Mstep: Class 21 contains 78652 members 
Mstep: Class 22 contains 167212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102046480.000000 Penalty: 46826.460938
Iteration 74Q: 22 clusters Score -1.020465e+08 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 16461 members 
Mstep: Class 3 contains 18302 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 155846 members 
Mstep: Class 6 contains 131779 members 
Mstep: Class 7 contains 14438 members 
Mstep: Class 8 contains 3668 members 
Mstep: Class 9 contains 48064 members 
Mstep: Class 10 contains 6317 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 12 contains 9666 members 
Mstep: Class 13 contains 4434 members 
Mstep: Class 14 contains 50320 members 
Mstep: Class 15 contains 3618 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 52827 members 
Mstep: Class 19 contains 92906 members 
Mstep: Class 20 contains 41315 members 
Mstep: Class 21 contains 81439 members 
Mstep: Class 22 contains 164308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102049504.000000 Penalty: 46826.460938
Iteration 75Q: 22 clusters Score -1.020495e+08 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 16530 members 
Mstep: Class 3 contains 18134 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 155750 members 
Mstep: Class 6 contains 132050 members 
Mstep: Class 7 contains 14604 members 
Mstep: Class 8 contains 3667 members 
Mstep: Class 9 contains 47462 members 
Mstep: Class 10 contains 6174 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 9670 members 
Mstep: Class 13 contains 4382 members 
Mstep: Class 14 contains 50271 members 
Mstep: Class 15 contains 3618 members 
Mstep: Class 17 contains 933 members 
Mstep: Class 18 contains 53953 members 
Mstep: Class 19 contains 92423 members 
Mstep: Class 20 contains 41246 members 
Mstep: Class 21 contains 84058 members 
Mstep: Class 22 contains 161722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102051896.000000 Penalty: 46826.460938
Iteration 76Q: 22 clusters Score -1.020519e+08 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 16610 members 
Mstep: Class 3 contains 17971 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 155611 members 
Mstep: Class 6 contains 132294 members 
Mstep: Class 7 contains 14763 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 46801 members 
Mstep: Class 10 contains 6041 members 
Mstep: Class 11 contains 2273 members 
Mstep: Class 12 contains 9685 members 
Mstep: Class 13 contains 4330 members 
Mstep: Class 14 contains 50247 members 
Mstep: Class 15 contains 3608 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 54989 members 
Mstep: Class 19 contains 92038 members 
Mstep: Class 20 contains 41175 members 
Mstep: Class 21 contains 86519 members 
Mstep: Class 22 contains 159382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102054136.000000 Penalty: 46826.460938
Iteration 77Q: 22 clusters Score -1.020541e+08 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 16682 members 
Mstep: Class 3 contains 17859 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 155518 members 
Mstep: Class 6 contains 132473 members 
Mstep: Class 7 contains 14907 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 46096 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 9699 members 
Mstep: Class 13 contains 4280 members 
Mstep: Class 14 contains 50225 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 17 contains 929 members 
Mstep: Class 18 contains 55978 members 
Mstep: Class 19 contains 91670 members 
Mstep: Class 20 contains 41103 members 
Mstep: Class 21 contains 88745 members 
Mstep: Class 22 contains 157312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102055784.000000 Penalty: 46826.460938
Iteration 78Q: 22 clusters Score -1.020558e+08 nChanged 6792
Entering ConstructFrom: 
Score: -102055784.000000 Penalty: 46826.460938
Entering ConstructFrom: 
Trying to split cluster 1 (11336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Entering Unmasked Estep 
Score: -1312899.500000 Penalty: 1517.057617
	Iteration 0F: 2 clusters Score -1312900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1304914.375000 Penalty: 3034.115234
	Iteration 0F: 3 clusters Score -1304914 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1307551.625000 Penalty: 3034.115234
	Iteration 1F: 3 clusters Score -1307552 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1307765.875000 Penalty: 3034.115234
	Iteration 2F: 3 clusters Score -1307766 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1307939.250000 Penalty: 3034.115234
	Iteration 3Q: 3 clusters Score -1307939 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1308135.000000 Penalty: 3034.115234
	Iteration 4Q: 3 clusters Score -1308135 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1308383.625000 Penalty: 3034.115234
	Iteration 5Q: 3 clusters Score -1308384 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1308701.250000 Penalty: 3034.115234
	Iteration 6Q: 3 clusters Score -1308701 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1309106.750000 Penalty: 3034.115234
	Iteration 7F: 3 clusters Score -1309107 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1309588.750000 Penalty: 3034.115234
	Iteration 8F: 3 clusters Score -1309589 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1310101.875000 Penalty: 3034.115234
	Iteration 9F: 3 clusters Score -1310102 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1310585.625000 Penalty: 3034.115234
	Iteration 10F: 3 clusters Score -1310586 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1310917.250000 Penalty: 3034.115234
	Iteration 11Q: 3 clusters Score -1310917 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1311143.250000 Penalty: 3034.115234
	Iteration 12Q: 3 clusters Score -1311143 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1311314.250000 Penalty: 3034.115234
	Iteration 13Q: 3 clusters Score -1311314 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1311427.250000 Penalty: 3034.115234
	Iteration 14Q: 3 clusters Score -1311427 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1311503.625000 Penalty: 3034.115234
	Iteration 15Q: 3 clusters Score -1311504 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1311544.750000 Penalty: 3034.115234
	Iteration 16Q: 3 clusters Score -1311545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1311573.500000 Penalty: 3034.115234
	Iteration 17Q: 3 clusters Score -1311574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1311589.500000 Penalty: 3034.115234
	Iteration 18Q: 3 clusters Score -1311590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1311598.500000 Penalty: 3034.115234
	Iteration 19Q: 3 clusters Score -1311598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1311607.250000 Penalty: 3034.115234
	Iteration 20F: 3 clusters Score -1311607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1311615.500000 Penalty: 3034.115234
	Iteration 21Q: 3 clusters Score -1311616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1311622.500000 Penalty: 3034.115234
	Iteration 22Q: 3 clusters Score -1311622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1311626.000000 Penalty: 3034.115234
	Iteration 23Q: 3 clusters Score -1311626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1311630.375000 Penalty: 3034.115234
	Iteration 24Q: 3 clusters Score -1311630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1311635.125000 Penalty: 3034.115234
	Iteration 25Q: 3 clusters Score -1311635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1311638.000000 Penalty: 3034.115234
	Iteration 26Q: 3 clusters Score -1311638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1311642.875000 Penalty: 3034.115234
	Iteration 27Q: 3 clusters Score -1311643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1311646.375000 Penalty: 3034.115234
	Iteration 28Q: 3 clusters Score -1311646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1311654.875000 Penalty: 3034.115234
	Iteration 29Q: 3 clusters Score -1311655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1311657.625000 Penalty: 3034.115234
	Iteration 30Q: 3 clusters Score -1311658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1311657.125000 Penalty: 3034.115234
	Iteration 31Q: 3 clusters Score -1311657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1311660.000000 Penalty: 3034.115234
	Iteration 32Q: 3 clusters Score -1311660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1311664.875000 Penalty: 3034.115234
	Iteration 33Q: 3 clusters Score -1311665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1311665.500000 Penalty: 3034.115234
	Iteration 34Q: 3 clusters Score -1311666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1311665.500000 Penalty: 3034.115234
	Iteration 35F: 3 clusters Score -1311666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Entering Unmasked Estep 
Score: -1899755.500000 Penalty: 1580.432007
	Iteration 0F: 2 clusters Score -1899756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1888103.250000 Penalty: 3160.864014
	Iteration 0F: 3 clusters Score -1888103 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1892290.250000 Penalty: 3160.864014
	Iteration 1F: 3 clusters Score -1892290 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1892647.750000 Penalty: 3160.864014
	Iteration 2F: 3 clusters Score -1892648 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1892997.625000 Penalty: 3160.864014
	Iteration 3Q: 3 clusters Score -1892998 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1893360.625000 Penalty: 3160.864014
	Iteration 4Q: 3 clusters Score -1893361 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1893755.250000 Penalty: 3160.864014
	Iteration 5Q: 3 clusters Score -1893755 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1894193.625000 Penalty: 3160.864014
	Iteration 6Q: 3 clusters Score -1894194 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1894733.500000 Penalty: 3160.864014
	Iteration 7Q: 3 clusters Score -1894734 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1895265.000000 Penalty: 3160.864014
	Iteration 8Q: 3 clusters Score -1895265 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1895738.000000 Penalty: 3160.864014
	Iteration 9Q: 3 clusters Score -1895738 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1896164.000000 Penalty: 3160.864014
	Iteration 10Q: 3 clusters Score -1896164 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1896557.500000 Penalty: 3160.864014
	Iteration 11Q: 3 clusters Score -1896558 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1896945.625000 Penalty: 3160.864014
	Iteration 12Q: 3 clusters Score -1896946 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1897286.125000 Penalty: 3160.864014
	Iteration 13Q: 3 clusters Score -1897286 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1897601.125000 Penalty: 3160.864014
	Iteration 14Q: 3 clusters Score -1897601 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1897861.875000 Penalty: 3160.864014
	Iteration 15Q: 3 clusters Score -1897862 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1898061.625000 Penalty: 3160.864014
	Iteration 16Q: 3 clusters Score -1898062 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1898188.625000 Penalty: 3160.864014
	Iteration 17Q: 3 clusters Score -1898189 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1898264.875000 Penalty: 3160.864014
	Iteration 18Q: 3 clusters Score -1898265 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1898344.000000 Penalty: 3160.864014
	Iteration 19Q: 3 clusters Score -1898344 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1898400.500000 Penalty: 3160.864014
	Iteration 20F: 3 clusters Score -1898400 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1898451.250000 Penalty: 3160.864014
	Iteration 21Q: 3 clusters Score -1898451 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1898480.875000 Penalty: 3160.864014
	Iteration 22Q: 3 clusters Score -1898481 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1898515.125000 Penalty: 3160.864014
	Iteration 23Q: 3 clusters Score -1898515 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1898538.875000 Penalty: 3160.864014
	Iteration 24Q: 3 clusters Score -1898539 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1898552.000000 Penalty: 3160.864014
	Iteration 25Q: 3 clusters Score -1898552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1898566.875000 Penalty: 3160.864014
	Iteration 26Q: 3 clusters Score -1898567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1898578.500000 Penalty: 3160.864014
	Iteration 27Q: 3 clusters Score -1898578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1898582.625000 Penalty: 3160.864014
	Iteration 28Q: 3 clusters Score -1898583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1898586.750000 Penalty: 3160.864014
	Iteration 29Q: 3 clusters Score -1898587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1898594.875000 Penalty: 3160.864014
	Iteration 30Q: 3 clusters Score -1898595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1898594.250000 Penalty: 3160.864014
	Iteration 31Q: 3 clusters Score -1898594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1898591.375000 Penalty: 3160.864014
	Iteration 32Q: 3 clusters Score -1898591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1898595.500000 Penalty: 3160.864014
	Iteration 33Q: 3 clusters Score -1898596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1898599.625000 Penalty: 3160.864014
	Iteration 34Q: 3 clusters Score -1898600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1898599.625000 Penalty: 3160.864014
	Iteration 35Q: 3 clusters Score -1898600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1898599.625000 Penalty: 3160.864014
	Iteration 36Q: 3 clusters Score -1898600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1898597.125000 Penalty: 3160.864014
	Iteration 37Q: 3 clusters Score -1898597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1898598.625000 Penalty: 3160.864014
	Iteration 38Q: 3 clusters Score -1898599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1898599.625000 Penalty: 3160.864014
	Iteration 39Q: 3 clusters Score -1898600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1898600.500000 Penalty: 3160.864014
	Iteration 40F: 3 clusters Score -1898600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1898600.750000 Penalty: 3160.864014
	Iteration 41Q: 3 clusters Score -1898601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1898603.625000 Penalty: 3160.864014
	Iteration 42Q: 3 clusters Score -1898604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1898604.250000 Penalty: 3160.864014
	Iteration 43Q: 3 clusters Score -1898604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1898607.000000 Penalty: 3160.864014
	Iteration 44Q: 3 clusters Score -1898607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1898606.500000 Penalty: 3160.864014
	Iteration 45Q: 3 clusters Score -1898606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1898608.500000 Penalty: 3160.864014
	Iteration 46Q: 3 clusters Score -1898608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1898609.250000 Penalty: 3160.864014
	Iteration 47Q: 3 clusters Score -1898609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1898609.250000 Penalty: 3160.864014
	Iteration 48Q: 3 clusters Score -1898609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1898609.250000 Penalty: 3160.864014
	Iteration 49F: 3 clusters Score -1898609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Entering Unmasked Estep 
Score: -1969154.375000 Penalty: 1589.849731
	Iteration 0F: 2 clusters Score -1969154 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 8978 members 
Entering Unmasked Estep 
Score: -1956863.250000 Penalty: 3179.699463
	Iteration 0F: 3 clusters Score -1956863 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1961239.625000 Penalty: 3179.699463
	Iteration 1F: 3 clusters Score -1961240 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1961623.500000 Penalty: 3179.699463
	Iteration 2F: 3 clusters Score -1961624 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1962012.625000 Penalty: 3179.699463
	Iteration 3F: 3 clusters Score -1962013 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1962495.500000 Penalty: 3179.699463
	Iteration 4F: 3 clusters Score -1962496 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1963191.750000 Penalty: 3179.699463
	Iteration 5F: 3 clusters Score -1963192 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1964051.875000 Penalty: 3179.699463
	Iteration 6F: 3 clusters Score -1964052 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1965212.000000 Penalty: 3179.699463
	Iteration 7F: 3 clusters Score -1965212 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1966384.875000 Penalty: 3179.699463
	Iteration 8F: 3 clusters Score -1966385 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1967187.250000 Penalty: 3179.699463
	Iteration 9Q: 3 clusters Score -1967187 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1967602.625000 Penalty: 3179.699463
	Iteration 10Q: 3 clusters Score -1967603 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1967820.000000 Penalty: 3179.699463
	Iteration 11Q: 3 clusters Score -1967820 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1967903.625000 Penalty: 3179.699463
	Iteration 12Q: 3 clusters Score -1967904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1967947.125000 Penalty: 3179.699463
	Iteration 13Q: 3 clusters Score -1967947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1967979.875000 Penalty: 3179.699463
	Iteration 14Q: 3 clusters Score -1967980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1968012.625000 Penalty: 3179.699463
	Iteration 15Q: 3 clusters Score -1968013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1968030.750000 Penalty: 3179.699463
	Iteration 16Q: 3 clusters Score -1968031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1968039.625000 Penalty: 3179.699463
	Iteration 17Q: 3 clusters Score -1968040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1968044.375000 Penalty: 3179.699463
	Iteration 18Q: 3 clusters Score -1968044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1968050.250000 Penalty: 3179.699463
	Iteration 19Q: 3 clusters Score -1968050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1968053.250000 Penalty: 3179.699463
	Iteration 20F: 3 clusters Score -1968053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -1968054.000000 Penalty: 3179.699463
	Iteration 21Q: 3 clusters Score -1968054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -1968056.000000 Penalty: 3179.699463
	Iteration 22Q: 3 clusters Score -1968056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1968054.750000 Penalty: 3179.699463
	Iteration 23Q: 3 clusters Score -1968055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1968054.750000 Penalty: 3179.699463
	Iteration 24F: 3 clusters Score -1968055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -48087.488281 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -48087.49 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 218 members 
Entering Unmasked Estep 
Score: -47067.332031 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -47067.33 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47198.109375 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -47198.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47248.113281 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -47248.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47272.160156 Penalty: 1984.057739
	Iteration 3Q: 3 clusters Score -47272.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47282.976562 Penalty: 1984.057739
	Iteration 4Q: 3 clusters Score -47282.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47286.113281 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -47286.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47288.675781 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -47288.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47290.871094 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -47290.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47294.406250 Penalty: 1984.057739
	Iteration 8Q: 3 clusters Score -47294.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47296.171875 Penalty: 1984.057739
	Iteration 9Q: 3 clusters Score -47296.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47296.171875 Penalty: 1984.057739
	Iteration 10F: 3 clusters Score -47296.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (155517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155517 members 
Entering Unmasked Estep 
Score: -17638534.000000 Penalty: 1942.608032
	Iteration 0F: 2 clusters Score -1.763853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 77651 members 
Entering Unmasked Estep 
Score: -17536072.000000 Penalty: 3885.216064
	Iteration 0F: 3 clusters Score -1.753607e+07 nChanged 75478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 74993 members 
Entering Unmasked Estep 
Score: -17580718.000000 Penalty: 3885.216064
	Iteration 1F: 3 clusters Score -1.758072e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82143 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
Score: -17581896.000000 Penalty: 3885.216064
	Iteration 2Q: 3 clusters Score -1.75819e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 71134 members 
Entering Unmasked Estep 
Score: -17583720.000000 Penalty: 3885.216064
	Iteration 3Q: 3 clusters Score -1.758372e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87490 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -17586570.000000 Penalty: 3885.216064
	Iteration 4Q: 3 clusters Score -1.758657e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91356 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -17590518.000000 Penalty: 3885.216064
	Iteration 5Q: 3 clusters Score -1.759052e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95911 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -17596878.000000 Penalty: 3885.216064
	Iteration 6F: 3 clusters Score -1.759688e+07 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100451 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -17605110.000000 Penalty: 3885.216064
	Iteration 7F: 3 clusters Score -1.760511e+07 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103709 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -17612776.000000 Penalty: 3885.216064
	Iteration 8F: 3 clusters Score -1.761278e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105493 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -17617334.000000 Penalty: 3885.216064
	Iteration 9F: 3 clusters Score -1.761733e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106979 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -17619158.000000 Penalty: 3885.216064
	Iteration 10Q: 3 clusters Score -1.761916e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108455 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -17619964.000000 Penalty: 3885.216064
	Iteration 11Q: 3 clusters Score -1.761996e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109977 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -17620362.000000 Penalty: 3885.216064
	Iteration 12Q: 3 clusters Score -1.762036e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111628 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -17620834.000000 Penalty: 3885.216064
	Iteration 13Q: 3 clusters Score -1.762083e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113268 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -17621282.000000 Penalty: 3885.216064
	Iteration 14Q: 3 clusters Score -1.762128e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114988 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -17621774.000000 Penalty: 3885.216064
	Iteration 15Q: 3 clusters Score -1.762177e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116792 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -17622240.000000 Penalty: 3885.216064
	Iteration 16Q: 3 clusters Score -1.762224e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118634 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -17622722.000000 Penalty: 3885.216064
	Iteration 17Q: 3 clusters Score -1.762272e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120589 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -17623228.000000 Penalty: 3885.216064
	Iteration 18Q: 3 clusters Score -1.762323e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122530 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -17623702.000000 Penalty: 3885.216064
	Iteration 19Q: 3 clusters Score -1.76237e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124597 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -17624238.000000 Penalty: 3885.216064
	Iteration 20F: 3 clusters Score -1.762424e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126755 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -17624768.000000 Penalty: 3885.216064
	Iteration 21Q: 3 clusters Score -1.762477e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128962 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -17625506.000000 Penalty: 3885.216064
	Iteration 22Q: 3 clusters Score -1.762551e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131303 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -17626318.000000 Penalty: 3885.216064
	Iteration 23Q: 3 clusters Score -1.762632e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133704 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -17627086.000000 Penalty: 3885.216064
	Iteration 24Q: 3 clusters Score -1.762709e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136088 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -17628016.000000 Penalty: 3885.216064
	Iteration 25Q: 3 clusters Score -1.762802e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138478 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -17628984.000000 Penalty: 3885.216064
	Iteration 26Q: 3 clusters Score -1.762898e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140717 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -17629884.000000 Penalty: 3885.216064
	Iteration 27Q: 3 clusters Score -1.762988e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142798 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -17630892.000000 Penalty: 3885.216064
	Iteration 28Q: 3 clusters Score -1.763089e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144723 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -17631774.000000 Penalty: 3885.216064
	Iteration 29Q: 3 clusters Score -1.763177e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146531 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -17632628.000000 Penalty: 3885.216064
	Iteration 30Q: 3 clusters Score -1.763263e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148140 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -17633422.000000 Penalty: 3885.216064
	Iteration 31Q: 3 clusters Score -1.763342e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149553 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -17634244.000000 Penalty: 3885.216064
	Iteration 32Q: 3 clusters Score -1.763424e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150720 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -17634896.000000 Penalty: 3885.216064
	Iteration 33Q: 3 clusters Score -1.76349e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -17635402.000000 Penalty: 3885.216064
	Iteration 34Q: 3 clusters Score -1.76354e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152422 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -17635742.000000 Penalty: 3885.216064
	Iteration 35Q: 3 clusters Score -1.763574e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153038 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -17636004.000000 Penalty: 3885.216064
	Iteration 36Q: 3 clusters Score -1.7636e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153495 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -17636182.000000 Penalty: 3885.216064
	Iteration 37Q: 3 clusters Score -1.763618e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153822 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -17636316.000000 Penalty: 3885.216064
	Iteration 38Q: 3 clusters Score -1.763632e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154078 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -17636452.000000 Penalty: 3885.216064
	Iteration 39Q: 3 clusters Score -1.763645e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154242 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -17636558.000000 Penalty: 3885.216064
	Iteration 40F: 3 clusters Score -1.763656e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154382 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -17636618.000000 Penalty: 3885.216064
	Iteration 41Q: 3 clusters Score -1.763662e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154490 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -17636680.000000 Penalty: 3885.216064
	Iteration 42Q: 3 clusters Score -1.763668e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154567 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -17636740.000000 Penalty: 3885.216064
	Iteration 43Q: 3 clusters Score -1.763674e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154635 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -17636798.000000 Penalty: 3885.216064
	Iteration 44Q: 3 clusters Score -1.76368e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154699 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -17636816.000000 Penalty: 3885.216064
	Iteration 45Q: 3 clusters Score -1.763682e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154744 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -17636850.000000 Penalty: 3885.216064
	Iteration 46Q: 3 clusters Score -1.763685e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154775 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -17636876.000000 Penalty: 3885.216064
	Iteration 47Q: 3 clusters Score -1.763688e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154808 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -17636906.000000 Penalty: 3885.216064
	Iteration 48Q: 3 clusters Score -1.763691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154824 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -17636932.000000 Penalty: 3885.216064
	Iteration 49Q: 3 clusters Score -1.763693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154840 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -17636922.000000 Penalty: 3885.216064
	Iteration 50Q: 3 clusters Score -1.763692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154853 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -17636918.000000 Penalty: 3885.216064
	Iteration 51Q: 3 clusters Score -1.763692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154863 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -17636914.000000 Penalty: 3885.216064
	Iteration 52Q: 3 clusters Score -1.763691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154870 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -17636920.000000 Penalty: 3885.216064
	Iteration 53Q: 3 clusters Score -1.763692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154874 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -17636918.000000 Penalty: 3885.216064
	Iteration 54Q: 3 clusters Score -1.763692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154878 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -17636920.000000 Penalty: 3885.216064
	Iteration 55Q: 3 clusters Score -1.763692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154884 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -17636920.000000 Penalty: 3885.216064
	Iteration 56Q: 3 clusters Score -1.763692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154890 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -17636926.000000 Penalty: 3885.216064
	Iteration 57Q: 3 clusters Score -1.763693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154898 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -17636926.000000 Penalty: 3885.216064
	Iteration 58Q: 3 clusters Score -1.763693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154901 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -17636924.000000 Penalty: 3885.216064
	Iteration 59Q: 3 clusters Score -1.763692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154904 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -17636938.000000 Penalty: 3885.216064
	Iteration 60F: 3 clusters Score -1.763694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154907 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -17636936.000000 Penalty: 3885.216064
	Iteration 61Q: 3 clusters Score -1.763694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154908 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -17636942.000000 Penalty: 3885.216064
	Iteration 62Q: 3 clusters Score -1.763694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154908 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -17636942.000000 Penalty: 3885.216064
	Iteration 63F: 3 clusters Score -1.763694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132582 members 
Entering Unmasked Estep 
Score: -15006326.000000 Penalty: 1916.680420
	Iteration 0F: 2 clusters Score -1.500633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -14917611.000000 Penalty: 3833.360840
	Iteration 0F: 3 clusters Score -1.491761e+07 nChanged 64016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69335 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -14955495.000000 Penalty: 3833.360840
	Iteration 1F: 3 clusters Score -1.49555e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71445 members 
Mstep: Class 2 contains 61137 members 
Entering Unmasked Estep 
Score: -14957153.000000 Penalty: 3833.360840
	Iteration 2Q: 3 clusters Score -1.495715e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74515 members 
Mstep: Class 2 contains 58067 members 
Entering Unmasked Estep 
Score: -14959414.000000 Penalty: 3833.360840
	Iteration 3Q: 3 clusters Score -1.495941e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -14962936.000000 Penalty: 3833.360840
	Iteration 4Q: 3 clusters Score -1.496294e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -14967749.000000 Penalty: 3833.360840
	Iteration 5F: 3 clusters Score -1.496775e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -14973601.000000 Penalty: 3833.360840
	Iteration 6F: 3 clusters Score -1.49736e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96179 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -14979887.000000 Penalty: 3833.360840
	Iteration 7F: 3 clusters Score -1.497989e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101552 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -14985564.000000 Penalty: 3833.360840
	Iteration 8F: 3 clusters Score -1.498556e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105872 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -14989611.000000 Penalty: 3833.360840
	Iteration 9Q: 3 clusters Score -1.498961e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109244 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -14992414.000000 Penalty: 3833.360840
	Iteration 10Q: 3 clusters Score -1.499241e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112073 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -14994193.000000 Penalty: 3833.360840
	Iteration 11Q: 3 clusters Score -1.499419e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114557 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -14995602.000000 Penalty: 3833.360840
	Iteration 12Q: 3 clusters Score -1.49956e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116778 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -14996770.000000 Penalty: 3833.360840
	Iteration 13Q: 3 clusters Score -1.499677e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118897 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -14997839.000000 Penalty: 3833.360840
	Iteration 14Q: 3 clusters Score -1.499784e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120898 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -14998868.000000 Penalty: 3833.360840
	Iteration 15Q: 3 clusters Score -1.499887e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122739 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -14999886.000000 Penalty: 3833.360840
	Iteration 16Q: 3 clusters Score -1.499989e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -15000790.000000 Penalty: 3833.360840
	Iteration 17Q: 3 clusters Score -1.500079e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125760 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -15001419.000000 Penalty: 3833.360840
	Iteration 18Q: 3 clusters Score -1.500142e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126964 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -15002016.000000 Penalty: 3833.360840
	Iteration 19Q: 3 clusters Score -1.500202e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128021 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -15002538.000000 Penalty: 3833.360840
	Iteration 20F: 3 clusters Score -1.500254e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128945 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -15003056.000000 Penalty: 3833.360840
	Iteration 21Q: 3 clusters Score -1.500306e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129638 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -15003396.000000 Penalty: 3833.360840
	Iteration 22Q: 3 clusters Score -1.50034e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130158 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -15003685.000000 Penalty: 3833.360840
	Iteration 23Q: 3 clusters Score -1.500368e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130599 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -15003871.000000 Penalty: 3833.360840
	Iteration 24Q: 3 clusters Score -1.500387e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130903 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -15004023.000000 Penalty: 3833.360840
	Iteration 25Q: 3 clusters Score -1.500402e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131129 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -15004129.000000 Penalty: 3833.360840
	Iteration 26Q: 3 clusters Score -1.500413e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131298 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -15004218.000000 Penalty: 3833.360840
	Iteration 27Q: 3 clusters Score -1.500422e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131427 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -15004294.000000 Penalty: 3833.360840
	Iteration 28Q: 3 clusters Score -1.500429e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131540 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -15004368.000000 Penalty: 3833.360840
	Iteration 29Q: 3 clusters Score -1.500437e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131621 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -15004407.000000 Penalty: 3833.360840
	Iteration 30Q: 3 clusters Score -1.500441e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131685 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -15004429.000000 Penalty: 3833.360840
	Iteration 31Q: 3 clusters Score -1.500443e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131725 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -15004466.000000 Penalty: 3833.360840
	Iteration 32Q: 3 clusters Score -1.500447e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131752 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -15004458.000000 Penalty: 3833.360840
	Iteration 33Q: 3 clusters Score -1.500446e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131776 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -15004483.000000 Penalty: 3833.360840
	Iteration 34Q: 3 clusters Score -1.500448e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131810 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -15004502.000000 Penalty: 3833.360840
	Iteration 35Q: 3 clusters Score -1.50045e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131844 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15004516.000000 Penalty: 3833.360840
	Iteration 36Q: 3 clusters Score -1.500452e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131880 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -15004532.000000 Penalty: 3833.360840
	Iteration 37Q: 3 clusters Score -1.500453e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131901 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -15004549.000000 Penalty: 3833.360840
	Iteration 38Q: 3 clusters Score -1.500455e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131927 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -15004558.000000 Penalty: 3833.360840
	Iteration 39Q: 3 clusters Score -1.500456e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131943 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -15004583.000000 Penalty: 3833.360840
	Iteration 40F: 3 clusters Score -1.500458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131957 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -15004584.000000 Penalty: 3833.360840
	Iteration 41Q: 3 clusters Score -1.500458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131963 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -15004588.000000 Penalty: 3833.360840
	Iteration 42Q: 3 clusters Score -1.500459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131969 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -15004595.000000 Penalty: 3833.360840
	Iteration 43Q: 3 clusters Score -1.50046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131977 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -15004600.000000 Penalty: 3833.360840
	Iteration 44Q: 3 clusters Score -1.50046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131983 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -15004605.000000 Penalty: 3833.360840
	Iteration 45Q: 3 clusters Score -1.50046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131990 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -15004606.000000 Penalty: 3833.360840
	Iteration 46Q: 3 clusters Score -1.500461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131992 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -15004599.000000 Penalty: 3833.360840
	Iteration 47Q: 3 clusters Score -1.50046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131998 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -15004602.000000 Penalty: 3833.360840
	Iteration 48Q: 3 clusters Score -1.50046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132004 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -15004612.000000 Penalty: 3833.360840
	Iteration 49Q: 3 clusters Score -1.500461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132006 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -15004597.000000 Penalty: 3833.360840
	Iteration 50Q: 3 clusters Score -1.50046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132009 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -15004619.000000 Penalty: 3833.360840
	Iteration 51Q: 3 clusters Score -1.500462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132013 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -15004615.000000 Penalty: 3833.360840
	Iteration 52Q: 3 clusters Score -1.500462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132014 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -15004616.000000 Penalty: 3833.360840
	Iteration 53Q: 3 clusters Score -1.500462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132016 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -15004618.000000 Penalty: 3833.360840
	Iteration 54Q: 3 clusters Score -1.500462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132017 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15004617.000000 Penalty: 3833.360840
	Iteration 55Q: 3 clusters Score -1.500462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132018 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -15004619.000000 Penalty: 3833.360840
	Iteration 56Q: 3 clusters Score -1.500462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132017 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15004622.000000 Penalty: 3833.360840
	Iteration 57Q: 3 clusters Score -1.500462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132018 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -15004620.000000 Penalty: 3833.360840
	Iteration 58Q: 3 clusters Score -1.500462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132018 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -15004620.000000 Penalty: 3833.360840
	Iteration 59F: 3 clusters Score -1.500462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Entering Unmasked Estep 
Score: -1743413.375000 Penalty: 1563.098389
	Iteration 0F: 2 clusters Score -1743413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1732950.875000 Penalty: 3126.196777
	Iteration 0F: 3 clusters Score -1732951 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1736600.750000 Penalty: 3126.196777
	Iteration 1F: 3 clusters Score -1736601 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1736872.250000 Penalty: 3126.196777
	Iteration 2F: 3 clusters Score -1736872 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1737097.375000 Penalty: 3126.196777
	Iteration 3Q: 3 clusters Score -1737097 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1737299.000000 Penalty: 3126.196777
	Iteration 4Q: 3 clusters Score -1737299 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1737496.125000 Penalty: 3126.196777
	Iteration 5Q: 3 clusters Score -1737496 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1737726.125000 Penalty: 3126.196777
	Iteration 6Q: 3 clusters Score -1737726 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1738025.500000 Penalty: 3126.196777
	Iteration 7Q: 3 clusters Score -1738026 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1738385.000000 Penalty: 3126.196777
	Iteration 8Q: 3 clusters Score -1738385 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1738873.125000 Penalty: 3126.196777
	Iteration 9F: 3 clusters Score -1738873 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1739505.875000 Penalty: 3126.196777
	Iteration 10F: 3 clusters Score -1739506 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1740195.625000 Penalty: 3126.196777
	Iteration 11F: 3 clusters Score -1740196 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1740801.000000 Penalty: 3126.196777
	Iteration 12Q: 3 clusters Score -1740801 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1741206.875000 Penalty: 3126.196777
	Iteration 13Q: 3 clusters Score -1741207 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1741471.875000 Penalty: 3126.196777
	Iteration 14Q: 3 clusters Score -1741472 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1741632.625000 Penalty: 3126.196777
	Iteration 15Q: 3 clusters Score -1741633 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1741715.375000 Penalty: 3126.196777
	Iteration 16Q: 3 clusters Score -1741715 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1741788.375000 Penalty: 3126.196777
	Iteration 17Q: 3 clusters Score -1741788 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1741848.000000 Penalty: 3126.196777
	Iteration 18Q: 3 clusters Score -1741848 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1741903.750000 Penalty: 3126.196777
	Iteration 19Q: 3 clusters Score -1741904 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1741952.625000 Penalty: 3126.196777
	Iteration 20F: 3 clusters Score -1741953 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1741995.375000 Penalty: 3126.196777
	Iteration 21Q: 3 clusters Score -1741995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1742023.250000 Penalty: 3126.196777
	Iteration 22Q: 3 clusters Score -1742023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1742042.375000 Penalty: 3126.196777
	Iteration 23Q: 3 clusters Score -1742042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1742074.875000 Penalty: 3126.196777
	Iteration 24Q: 3 clusters Score -1742075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1742091.000000 Penalty: 3126.196777
	Iteration 25Q: 3 clusters Score -1742091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1742107.875000 Penalty: 3126.196777
	Iteration 26Q: 3 clusters Score -1742108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1742122.000000 Penalty: 3126.196777
	Iteration 27Q: 3 clusters Score -1742122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1742132.000000 Penalty: 3126.196777
	Iteration 28Q: 3 clusters Score -1742132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1742143.125000 Penalty: 3126.196777
	Iteration 29Q: 3 clusters Score -1742143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1742151.750000 Penalty: 3126.196777
	Iteration 30Q: 3 clusters Score -1742152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1742160.250000 Penalty: 3126.196777
	Iteration 31Q: 3 clusters Score -1742160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1742163.250000 Penalty: 3126.196777
	Iteration 32Q: 3 clusters Score -1742163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1742169.500000 Penalty: 3126.196777
	Iteration 33Q: 3 clusters Score -1742170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1742183.125000 Penalty: 3126.196777
	Iteration 34Q: 3 clusters Score -1742183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1742188.625000 Penalty: 3126.196777
	Iteration 35Q: 3 clusters Score -1742189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1742195.625000 Penalty: 3126.196777
	Iteration 36Q: 3 clusters Score -1742196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1742196.500000 Penalty: 3126.196777
	Iteration 37Q: 3 clusters Score -1742196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1742197.625000 Penalty: 3126.196777
	Iteration 38Q: 3 clusters Score -1742198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1742197.625000 Penalty: 3126.196777
	Iteration 39F: 3 clusters Score -1742198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Entering Unmasked Estep 
Score: -393226.812500 Penalty: 1333.658569
	Iteration 0F: 2 clusters Score -393226.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -390146.156250 Penalty: 2667.317139
	Iteration 0F: 3 clusters Score -390146.2 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -391113.531250 Penalty: 2667.317139
	Iteration 1F: 3 clusters Score -391113.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -391436.937500 Penalty: 2667.317139
	Iteration 2F: 3 clusters Score -391436.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -391719.812500 Penalty: 2667.317139
	Iteration 3F: 3 clusters Score -391719.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -392052.093750 Penalty: 2667.317139
	Iteration 4F: 3 clusters Score -392052.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -392277.687500 Penalty: 2667.317139
	Iteration 5F: 3 clusters Score -392277.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -392476.781250 Penalty: 2667.317139
	Iteration 6F: 3 clusters Score -392476.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -392638.843750 Penalty: 2667.317139
	Iteration 7F: 3 clusters Score -392638.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -392764.250000 Penalty: 2667.317139
	Iteration 8Q: 3 clusters Score -392764.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -392868.375000 Penalty: 2667.317139
	Iteration 9Q: 3 clusters Score -392868.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -392950.968750 Penalty: 2667.317139
	Iteration 10Q: 3 clusters Score -392951 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -393046.843750 Penalty: 2667.317139
	Iteration 11Q: 3 clusters Score -393046.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -393164.281250 Penalty: 2667.317139
	Iteration 12Q: 3 clusters Score -393164.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -393271.031250 Penalty: 2667.317139
	Iteration 13Q: 3 clusters Score -393271 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -393378.625000 Penalty: 2667.317139
	Iteration 14Q: 3 clusters Score -393378.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -393473.125000 Penalty: 2667.317139
	Iteration 15Q: 3 clusters Score -393473.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -393523.468750 Penalty: 2667.317139
	Iteration 16Q: 3 clusters Score -393523.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -393557.656250 Penalty: 2667.317139
	Iteration 17Q: 3 clusters Score -393557.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -393570.406250 Penalty: 2667.317139
	Iteration 18Q: 3 clusters Score -393570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -393573.218750 Penalty: 2667.317139
	Iteration 19Q: 3 clusters Score -393573.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -393574.000000 Penalty: 2667.317139
	Iteration 20F: 3 clusters Score -393574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -393574.000000 Penalty: 2667.317139
	Iteration 21Q: 3 clusters Score -393574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -393574.000000 Penalty: 2667.317139
	Iteration 22F: 3 clusters Score -393574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 16743 members 
Mstep: Class 3 contains 17742 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 155517 members 
Mstep: Class 6 contains 132582 members 
Mstep: Class 7 contains 15049 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 45361 members 
Mstep: Class 10 contains 5817 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 9712 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 14 contains 50192 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 16 contains 801 members 
Mstep: Class 17 contains 930 members 
Mstep: Class 18 contains 56924 members 
Mstep: Class 19 contains 91351 members 
Mstep: Class 20 contains 41017 members 
Mstep: Class 21 contains 90608 members 
Mstep: Class 22 contains 155615 members 
Entering Unmasked Estep 
Score: -102055880.000000 Penalty: 49056.292969
Splitting cluster 8 changes total score from -102055784.000000 to -102055880.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 9 (45361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Entering Unmasked Estep 
Score: -5253015.500000 Penalty: 1742.391357
	Iteration 0F: 2 clusters Score -5253016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -5222676.500000 Penalty: 3484.782715
	Iteration 0F: 3 clusters Score -5222676 nChanged 21201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -5234382.500000 Penalty: 3484.782715
	Iteration 1F: 3 clusters Score -5234382 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -5234860.000000 Penalty: 3484.782715
	Iteration 2Q: 3 clusters Score -5234860 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -5235489.500000 Penalty: 3484.782715
	Iteration 3Q: 3 clusters Score -5235490 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -5236464.000000 Penalty: 3484.782715
	Iteration 4Q: 3 clusters Score -5236464 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -5238126.000000 Penalty: 3484.782715
	Iteration 5F: 3 clusters Score -5238126 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -5240937.500000 Penalty: 3484.782715
	Iteration 6F: 3 clusters Score -5240938 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -5244572.500000 Penalty: 3484.782715
	Iteration 7F: 3 clusters Score -5244572 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -5248127.000000 Penalty: 3484.782715
	Iteration 8F: 3 clusters Score -5248127 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -5250181.000000 Penalty: 3484.782715
	Iteration 9Q: 3 clusters Score -5250181 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -5250999.000000 Penalty: 3484.782715
	Iteration 10Q: 3 clusters Score -5250999 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -5251302.500000 Penalty: 3484.782715
	Iteration 11Q: 3 clusters Score -5251302 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -5251401.000000 Penalty: 3484.782715
	Iteration 12Q: 3 clusters Score -5251401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -5251445.500000 Penalty: 3484.782715
	Iteration 13Q: 3 clusters Score -5251446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -5251465.000000 Penalty: 3484.782715
	Iteration 14Q: 3 clusters Score -5251465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -5251463.000000 Penalty: 3484.782715
	Iteration 15Q: 3 clusters Score -5251463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -5251462.500000 Penalty: 3484.782715
	Iteration 16Q: 3 clusters Score -5251462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5251466.000000 Penalty: 3484.782715
	Iteration 17Q: 3 clusters Score -5251466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -5251465.000000 Penalty: 3484.782715
	Iteration 18Q: 3 clusters Score -5251465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -5251466.500000 Penalty: 3484.782715
	Iteration 19Q: 3 clusters Score -5251466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -5251473.500000 Penalty: 3484.782715
	Iteration 20F: 3 clusters Score -5251474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -5251476.000000 Penalty: 3484.782715
	Iteration 21Q: 3 clusters Score -5251476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -5251480.500000 Penalty: 3484.782715
	Iteration 22Q: 3 clusters Score -5251480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -5251481.500000 Penalty: 3484.782715
	Iteration 23Q: 3 clusters Score -5251482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -5251488.000000 Penalty: 3484.782715
	Iteration 24Q: 3 clusters Score -5251488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -5251486.000000 Penalty: 3484.782715
	Iteration 25Q: 3 clusters Score -5251486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -5251489.000000 Penalty: 3484.782715
	Iteration 26Q: 3 clusters Score -5251489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -5251492.000000 Penalty: 3484.782715
	Iteration 27Q: 3 clusters Score -5251492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -5251493.000000 Penalty: 3484.782715
	Iteration 28Q: 3 clusters Score -5251493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -5251493.000000 Penalty: 3484.782715
	Iteration 29F: 3 clusters Score -5251493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Entering Unmasked Estep 
Score: -671210.562500 Penalty: 1408.637695
	Iteration 0F: 2 clusters Score -671210.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -666718.875000 Penalty: 2817.275391
	Iteration 0F: 3 clusters Score -666718.9 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -668079.000000 Penalty: 2817.275391
	Iteration 1F: 3 clusters Score -668079 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -668249.812500 Penalty: 2817.275391
	Iteration 2F: 3 clusters Score -668249.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -668380.687500 Penalty: 2817.275391
	Iteration 3Q: 3 clusters Score -668380.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -668478.375000 Penalty: 2817.275391
	Iteration 4Q: 3 clusters Score -668478.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -668559.375000 Penalty: 2817.275391
	Iteration 5Q: 3 clusters Score -668559.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -668636.187500 Penalty: 2817.275391
	Iteration 6Q: 3 clusters Score -668636.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -668698.250000 Penalty: 2817.275391
	Iteration 7Q: 3 clusters Score -668698.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -668754.125000 Penalty: 2817.275391
	Iteration 8Q: 3 clusters Score -668754.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -668797.562500 Penalty: 2817.275391
	Iteration 9Q: 3 clusters Score -668797.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -668844.937500 Penalty: 2817.275391
	Iteration 10Q: 3 clusters Score -668844.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -668911.687500 Penalty: 2817.275391
	Iteration 11Q: 3 clusters Score -668911.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -668994.625000 Penalty: 2817.275391
	Iteration 12Q: 3 clusters Score -668994.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -669069.312500 Penalty: 2817.275391
	Iteration 13Q: 3 clusters Score -669069.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -669138.750000 Penalty: 2817.275391
	Iteration 14Q: 3 clusters Score -669138.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -669241.000000 Penalty: 2817.275391
	Iteration 15Q: 3 clusters Score -669241 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -669370.625000 Penalty: 2817.275391
	Iteration 16Q: 3 clusters Score -669370.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -669482.687500 Penalty: 2817.275391
	Iteration 17Q: 3 clusters Score -669482.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -669591.875000 Penalty: 2817.275391
	Iteration 18Q: 3 clusters Score -669591.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -669676.000000 Penalty: 2817.275391
	Iteration 19Q: 3 clusters Score -669676 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -669737.687500 Penalty: 2817.275391
	Iteration 20F: 3 clusters Score -669737.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -669776.500000 Penalty: 2817.275391
	Iteration 21Q: 3 clusters Score -669776.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -669814.812500 Penalty: 2817.275391
	Iteration 22Q: 3 clusters Score -669814.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -669843.750000 Penalty: 2817.275391
	Iteration 23Q: 3 clusters Score -669843.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -669875.562500 Penalty: 2817.275391
	Iteration 24Q: 3 clusters Score -669875.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -669900.812500 Penalty: 2817.275391
	Iteration 25Q: 3 clusters Score -669900.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -669918.750000 Penalty: 2817.275391
	Iteration 26Q: 3 clusters Score -669918.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -669936.250000 Penalty: 2817.275391
	Iteration 27Q: 3 clusters Score -669936.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -669955.500000 Penalty: 2817.275391
	Iteration 28Q: 3 clusters Score -669955.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -669971.562500 Penalty: 2817.275391
	Iteration 29Q: 3 clusters Score -669971.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -669983.312500 Penalty: 2817.275391
	Iteration 30Q: 3 clusters Score -669983.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -670000.437500 Penalty: 2817.275391
	Iteration 31Q: 3 clusters Score -670000.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -670011.375000 Penalty: 2817.275391
	Iteration 32Q: 3 clusters Score -670011.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -670015.750000 Penalty: 2817.275391
	Iteration 33Q: 3 clusters Score -670015.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -670024.062500 Penalty: 2817.275391
	Iteration 34Q: 3 clusters Score -670024.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -670028.125000 Penalty: 2817.275391
	Iteration 35Q: 3 clusters Score -670028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -670029.250000 Penalty: 2817.275391
	Iteration 36Q: 3 clusters Score -670029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -670031.625000 Penalty: 2817.275391
	Iteration 37Q: 3 clusters Score -670031.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -670033.500000 Penalty: 2817.275391
	Iteration 38Q: 3 clusters Score -670033.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -670037.500000 Penalty: 2817.275391
	Iteration 39Q: 3 clusters Score -670037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -670038.500000 Penalty: 2817.275391
	Iteration 40F: 3 clusters Score -670038.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -670040.250000 Penalty: 2817.275391
	Iteration 41Q: 3 clusters Score -670040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -670039.625000 Penalty: 2817.275391
	Iteration 42Q: 3 clusters Score -670039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -670042.187500 Penalty: 2817.275391
	Iteration 43Q: 3 clusters Score -670042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -670042.875000 Penalty: 2817.275391
	Iteration 44Q: 3 clusters Score -670042.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -670042.625000 Penalty: 2817.275391
	Iteration 45Q: 3 clusters Score -670042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -670043.750000 Penalty: 2817.275391
	Iteration 46Q: 3 clusters Score -670043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -670044.687500 Penalty: 2817.275391
	Iteration 47Q: 3 clusters Score -670044.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -670044.687500 Penalty: 2817.275391
	Iteration 48F: 3 clusters Score -670044.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Entering Unmasked Estep 
Score: -240687.218750 Penalty: 1256.652466
	Iteration 0F: 2 clusters Score -240687.2 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 1113 members 
Entering Unmasked Estep 
Score: -238449.640625 Penalty: 2513.304932
	Iteration 0F: 3 clusters Score -238449.6 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -239016.015625 Penalty: 2513.304932
	Iteration 1F: 3 clusters Score -239016 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -239202.187500 Penalty: 2513.304932
	Iteration 2F: 3 clusters Score -239202.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -239363.468750 Penalty: 2513.304932
	Iteration 3F: 3 clusters Score -239363.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -239497.406250 Penalty: 2513.304932
	Iteration 4F: 3 clusters Score -239497.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -239635.421875 Penalty: 2513.304932
	Iteration 5F: 3 clusters Score -239635.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -239814.671875 Penalty: 2513.304932
	Iteration 6F: 3 clusters Score -239814.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -240031.093750 Penalty: 2513.304932
	Iteration 7F: 3 clusters Score -240031.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -240293.046875 Penalty: 2513.304932
	Iteration 8F: 3 clusters Score -240293 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -240562.625000 Penalty: 2513.304932
	Iteration 9F: 3 clusters Score -240562.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -240823.078125 Penalty: 2513.304932
	Iteration 10Q: 3 clusters Score -240823.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -241063.671875 Penalty: 2513.304932
	Iteration 11Q: 3 clusters Score -241063.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -241226.078125 Penalty: 2513.304932
	Iteration 12Q: 3 clusters Score -241226.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -241316.187500 Penalty: 2513.304932
	Iteration 13Q: 3 clusters Score -241316.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -241412.937500 Penalty: 2513.304932
	Iteration 14Q: 3 clusters Score -241412.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -241449.750000 Penalty: 2513.304932
	Iteration 15Q: 3 clusters Score -241449.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -241464.437500 Penalty: 2513.304932
	Iteration 16Q: 3 clusters Score -241464.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -241472.562500 Penalty: 2513.304932
	Iteration 17Q: 3 clusters Score -241472.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -241475.453125 Penalty: 2513.304932
	Iteration 18Q: 3 clusters Score -241475.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -241480.515625 Penalty: 2513.304932
	Iteration 19F: 3 clusters Score -241480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -241485.593750 Penalty: 2513.304932
	Iteration 20F: 3 clusters Score -241485.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -241486.328125 Penalty: 2513.304932
	Iteration 21Q: 3 clusters Score -241486.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -241486.328125 Penalty: 2513.304932
	Iteration 22F: 3 clusters Score -241486.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 16743 members 
Mstep: Class 3 contains 17742 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 155517 members 
Mstep: Class 6 contains 132582 members 
Mstep: Class 7 contains 15049 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 45361 members 
Mstep: Class 10 contains 5817 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 9712 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 14 contains 50192 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 16 contains 801 members 
Mstep: Class 17 contains 930 members 
Mstep: Class 18 contains 56924 members 
Mstep: Class 19 contains 91351 members 
Mstep: Class 20 contains 41017 members 
Mstep: Class 21 contains 90608 members 
Mstep: Class 22 contains 155615 members 
Mstep: Class 23 contains 430 members 
Entering Unmasked Estep 
Score: -102055496.000000 Penalty: 51286.125000
Splitting cluster 11 changes total score from -102055784.000000 to -102055496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Entering Unmasked Estep 
Score: -1122691.125000 Penalty: 1491.931519
	Iteration 0F: 2 clusters Score -1122691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1115781.875000 Penalty: 2983.863037
	Iteration 0F: 3 clusters Score -1115782 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1117879.625000 Penalty: 2983.863037
	Iteration 1F: 3 clusters Score -1117880 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1118091.125000 Penalty: 2983.863037
	Iteration 2F: 3 clusters Score -1118091 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1118289.000000 Penalty: 2983.863037
	Iteration 3Q: 3 clusters Score -1118289 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1118498.125000 Penalty: 2983.863037
	Iteration 4Q: 3 clusters Score -1118498 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1118715.000000 Penalty: 2983.863037
	Iteration 5Q: 3 clusters Score -1118715 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1118932.750000 Penalty: 2983.863037
	Iteration 6Q: 3 clusters Score -1118933 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1119188.625000 Penalty: 2983.863037
	Iteration 7Q: 3 clusters Score -1119189 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1119455.250000 Penalty: 2983.863037
	Iteration 8Q: 3 clusters Score -1119455 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1119718.000000 Penalty: 2983.863037
	Iteration 9Q: 3 clusters Score -1119718 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1120033.125000 Penalty: 2983.863037
	Iteration 10Q: 3 clusters Score -1120033 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1120379.625000 Penalty: 2983.863037
	Iteration 11Q: 3 clusters Score -1120380 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1120686.750000 Penalty: 2983.863037
	Iteration 12Q: 3 clusters Score -1120687 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1120906.375000 Penalty: 2983.863037
	Iteration 13Q: 3 clusters Score -1120906 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1121037.125000 Penalty: 2983.863037
	Iteration 14Q: 3 clusters Score -1121037 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1121142.375000 Penalty: 2983.863037
	Iteration 15Q: 3 clusters Score -1121142 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1121208.625000 Penalty: 2983.863037
	Iteration 16Q: 3 clusters Score -1121209 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1121254.500000 Penalty: 2983.863037
	Iteration 17Q: 3 clusters Score -1121254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1121291.125000 Penalty: 2983.863037
	Iteration 18Q: 3 clusters Score -1121291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1121317.375000 Penalty: 2983.863037
	Iteration 19Q: 3 clusters Score -1121317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1121339.500000 Penalty: 2983.863037
	Iteration 20F: 3 clusters Score -1121340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1121348.875000 Penalty: 2983.863037
	Iteration 21Q: 3 clusters Score -1121349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1121358.000000 Penalty: 2983.863037
	Iteration 22Q: 3 clusters Score -1121358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1121367.500000 Penalty: 2983.863037
	Iteration 23Q: 3 clusters Score -1121368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1121379.125000 Penalty: 2983.863037
	Iteration 24Q: 3 clusters Score -1121379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1121386.750000 Penalty: 2983.863037
	Iteration 25Q: 3 clusters Score -1121387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1121397.750000 Penalty: 2983.863037
	Iteration 26Q: 3 clusters Score -1121398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1121403.125000 Penalty: 2983.863037
	Iteration 27Q: 3 clusters Score -1121403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1121409.625000 Penalty: 2983.863037
	Iteration 28Q: 3 clusters Score -1121410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1121416.625000 Penalty: 2983.863037
	Iteration 29Q: 3 clusters Score -1121417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1121422.500000 Penalty: 2983.863037
	Iteration 30Q: 3 clusters Score -1121422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1121425.000000 Penalty: 2983.863037
	Iteration 31Q: 3 clusters Score -1121425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1121425.750000 Penalty: 2983.863037
	Iteration 32Q: 3 clusters Score -1121426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1121425.750000 Penalty: 2983.863037
	Iteration 33F: 3 clusters Score -1121426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -483350.968750 Penalty: 1357.175049
	Iteration 0F: 2 clusters Score -483351 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 2129 members 
Entering Unmasked Estep 
Score: -479833.000000 Penalty: 2714.350098
	Iteration 0F: 3 clusters Score -479833 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -480771.125000 Penalty: 2714.350098
	Iteration 1F: 3 clusters Score -480771.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -480965.843750 Penalty: 2714.350098
	Iteration 2F: 3 clusters Score -480965.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -481151.343750 Penalty: 2714.350098
	Iteration 3F: 3 clusters Score -481151.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -481368.187500 Penalty: 2714.350098
	Iteration 4F: 3 clusters Score -481368.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -481578.656250 Penalty: 2714.350098
	Iteration 5F: 3 clusters Score -481578.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -481816.437500 Penalty: 2714.350098
	Iteration 6F: 3 clusters Score -481816.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -481992.468750 Penalty: 2714.350098
	Iteration 7F: 3 clusters Score -481992.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -482136.937500 Penalty: 2714.350098
	Iteration 8Q: 3 clusters Score -482136.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -482238.000000 Penalty: 2714.350098
	Iteration 9Q: 3 clusters Score -482238 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -482303.843750 Penalty: 2714.350098
	Iteration 10Q: 3 clusters Score -482303.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -482355.031250 Penalty: 2714.350098
	Iteration 11Q: 3 clusters Score -482355 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -482407.562500 Penalty: 2714.350098
	Iteration 12Q: 3 clusters Score -482407.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -482439.406250 Penalty: 2714.350098
	Iteration 13Q: 3 clusters Score -482439.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -482458.125000 Penalty: 2714.350098
	Iteration 14Q: 3 clusters Score -482458.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -482473.812500 Penalty: 2714.350098
	Iteration 15Q: 3 clusters Score -482473.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -482491.000000 Penalty: 2714.350098
	Iteration 16Q: 3 clusters Score -482491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -482502.406250 Penalty: 2714.350098
	Iteration 17Q: 3 clusters Score -482502.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -482507.937500 Penalty: 2714.350098
	Iteration 18Q: 3 clusters Score -482507.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -482510.343750 Penalty: 2714.350098
	Iteration 19Q: 3 clusters Score -482510.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -482513.687500 Penalty: 2714.350098
	Iteration 20F: 3 clusters Score -482513.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -482515.437500 Penalty: 2714.350098
	Iteration 21Q: 3 clusters Score -482515.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -482519.187500 Penalty: 2714.350098
	Iteration 22Q: 3 clusters Score -482519.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -482519.250000 Penalty: 2714.350098
	Iteration 23Q: 3 clusters Score -482519.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -482519.593750 Penalty: 2714.350098
	Iteration 24Q: 3 clusters Score -482519.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -482519.593750 Penalty: 2714.350098
	Iteration 25F: 3 clusters Score -482519.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Entering Unmasked Estep 
Score: -5735724.000000 Penalty: 1758.836792
	Iteration 0F: 2 clusters Score -5735724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -5702194.500000 Penalty: 3517.673584
	Iteration 0F: 3 clusters Score -5702194 nChanged 23687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -5716306.500000 Penalty: 3517.673584
	Iteration 1F: 3 clusters Score -5716306 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -5718119.500000 Penalty: 3517.673584
	Iteration 2Q: 3 clusters Score -5718120 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -5720916.000000 Penalty: 3517.673584
	Iteration 3F: 3 clusters Score -5720916 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -5723793.000000 Penalty: 3517.673584
	Iteration 4F: 3 clusters Score -5723793 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -5726887.000000 Penalty: 3517.673584
	Iteration 5F: 3 clusters Score -5726887 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -5729953.000000 Penalty: 3517.673584
	Iteration 6F: 3 clusters Score -5729953 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -5732474.500000 Penalty: 3517.673584
	Iteration 7F: 3 clusters Score -5732474 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -5734405.000000 Penalty: 3517.673584
	Iteration 8F: 3 clusters Score -5734405 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -5735733.000000 Penalty: 3517.673584
	Iteration 9Q: 3 clusters Score -5735733 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -5736624.500000 Penalty: 3517.673584
	Iteration 10Q: 3 clusters Score -5736624 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -5737239.000000 Penalty: 3517.673584
	Iteration 11Q: 3 clusters Score -5737239 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -5737690.000000 Penalty: 3517.673584
	Iteration 12Q: 3 clusters Score -5737690 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -5738317.000000 Penalty: 3517.673584
	Iteration 13Q: 3 clusters Score -5738317 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -5738941.500000 Penalty: 3517.673584
	Iteration 14Q: 3 clusters Score -5738942 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -5739212.500000 Penalty: 3517.673584
	Iteration 15Q: 3 clusters Score -5739212 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -5739299.000000 Penalty: 3517.673584
	Iteration 16Q: 3 clusters Score -5739299 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5739311.000000 Penalty: 3517.673584
	Iteration 17Q: 3 clusters Score -5739311 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5739334.500000 Penalty: 3517.673584
	Iteration 18Q: 3 clusters Score -5739334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -5739340.500000 Penalty: 3517.673584
	Iteration 19Q: 3 clusters Score -5739340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5739345.500000 Penalty: 3517.673584
	Iteration 20F: 3 clusters Score -5739346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5739347.000000 Penalty: 3517.673584
	Iteration 21Q: 3 clusters Score -5739347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5739358.000000 Penalty: 3517.673584
	Iteration 22Q: 3 clusters Score -5739358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5739370.500000 Penalty: 3517.673584
	Iteration 23Q: 3 clusters Score -5739370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -5739373.500000 Penalty: 3517.673584
	Iteration 24Q: 3 clusters Score -5739374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5739379.500000 Penalty: 3517.673584
	Iteration 25Q: 3 clusters Score -5739380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -5739381.500000 Penalty: 3517.673584
	Iteration 26Q: 3 clusters Score -5739382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -5739385.000000 Penalty: 3517.673584
	Iteration 27Q: 3 clusters Score -5739385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5739380.000000 Penalty: 3517.673584
	Iteration 28Q: 3 clusters Score -5739380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5739379.500000 Penalty: 3517.673584
	Iteration 29Q: 3 clusters Score -5739380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5739378.500000 Penalty: 3517.673584
	Iteration 30Q: 3 clusters Score -5739378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5739378.500000 Penalty: 3517.673584
	Iteration 31F: 3 clusters Score -5739378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 16743 members 
Mstep: Class 3 contains 17742 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 155517 members 
Mstep: Class 6 contains 132582 members 
Mstep: Class 7 contains 15049 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 45361 members 
Mstep: Class 10 contains 5817 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 9712 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 14 contains 47405 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 16 contains 801 members 
Mstep: Class 17 contains 930 members 
Mstep: Class 18 contains 56924 members 
Mstep: Class 19 contains 91351 members 
Mstep: Class 20 contains 41017 members 
Mstep: Class 21 contains 90608 members 
Mstep: Class 22 contains 155615 members 
Mstep: Class 23 contains 2787 members 
Entering Unmasked Estep 
Score: -102058928.000000 Penalty: 51286.125000
Splitting cluster 14 changes total score from -102055784.000000 to -102058928.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (3610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Entering Unmasked Estep 
Score: -419179.375000 Penalty: 1331.112793
	Iteration 0F: 2 clusters Score -419179.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -416047.312500 Penalty: 2662.225586
	Iteration 0F: 3 clusters Score -416047.3 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -416816.968750 Penalty: 2662.225586
	Iteration 1F: 3 clusters Score -416817 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -416967.343750 Penalty: 2662.225586
	Iteration 2F: 3 clusters Score -416967.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -417058.375000 Penalty: 2662.225586
	Iteration 3F: 3 clusters Score -417058.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -417130.125000 Penalty: 2662.225586
	Iteration 4Q: 3 clusters Score -417130.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -417183.843750 Penalty: 2662.225586
	Iteration 5Q: 3 clusters Score -417183.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -417227.468750 Penalty: 2662.225586
	Iteration 6Q: 3 clusters Score -417227.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -417267.968750 Penalty: 2662.225586
	Iteration 7Q: 3 clusters Score -417268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -417303.375000 Penalty: 2662.225586
	Iteration 8Q: 3 clusters Score -417303.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -417338.375000 Penalty: 2662.225586
	Iteration 9Q: 3 clusters Score -417338.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -417376.625000 Penalty: 2662.225586
	Iteration 10Q: 3 clusters Score -417376.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -417423.625000 Penalty: 2662.225586
	Iteration 11Q: 3 clusters Score -417423.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -417469.656250 Penalty: 2662.225586
	Iteration 12Q: 3 clusters Score -417469.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -417514.500000 Penalty: 2662.225586
	Iteration 13Q: 3 clusters Score -417514.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -417567.250000 Penalty: 2662.225586
	Iteration 14Q: 3 clusters Score -417567.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -417619.906250 Penalty: 2662.225586
	Iteration 15Q: 3 clusters Score -417619.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -417665.281250 Penalty: 2662.225586
	Iteration 16Q: 3 clusters Score -417665.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -417710.093750 Penalty: 2662.225586
	Iteration 17Q: 3 clusters Score -417710.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -417753.625000 Penalty: 2662.225586
	Iteration 18Q: 3 clusters Score -417753.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -417813.656250 Penalty: 2662.225586
	Iteration 19Q: 3 clusters Score -417813.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -417863.218750 Penalty: 2662.225586
	Iteration 20F: 3 clusters Score -417863.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -417905.718750 Penalty: 2662.225586
	Iteration 21Q: 3 clusters Score -417905.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -417943.812500 Penalty: 2662.225586
	Iteration 22Q: 3 clusters Score -417943.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -417981.093750 Penalty: 2662.225586
	Iteration 23Q: 3 clusters Score -417981.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -418008.687500 Penalty: 2662.225586
	Iteration 24Q: 3 clusters Score -418008.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -418027.343750 Penalty: 2662.225586
	Iteration 25Q: 3 clusters Score -418027.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -418044.031250 Penalty: 2662.225586
	Iteration 26Q: 3 clusters Score -418044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -418054.781250 Penalty: 2662.225586
	Iteration 27Q: 3 clusters Score -418054.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -418068.000000 Penalty: 2662.225586
	Iteration 28Q: 3 clusters Score -418068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -418078.125000 Penalty: 2662.225586
	Iteration 29Q: 3 clusters Score -418078.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -418088.125000 Penalty: 2662.225586
	Iteration 30Q: 3 clusters Score -418088.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -418099.593750 Penalty: 2662.225586
	Iteration 31Q: 3 clusters Score -418099.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -418107.218750 Penalty: 2662.225586
	Iteration 32Q: 3 clusters Score -418107.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -418114.625000 Penalty: 2662.225586
	Iteration 33Q: 3 clusters Score -418114.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -418127.125000 Penalty: 2662.225586
	Iteration 34Q: 3 clusters Score -418127.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -418137.031250 Penalty: 2662.225586
	Iteration 35Q: 3 clusters Score -418137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -418144.562500 Penalty: 2662.225586
	Iteration 36Q: 3 clusters Score -418144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -418146.750000 Penalty: 2662.225586
	Iteration 37Q: 3 clusters Score -418146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -418148.218750 Penalty: 2662.225586
	Iteration 38Q: 3 clusters Score -418148.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -418150.218750 Penalty: 2662.225586
	Iteration 39Q: 3 clusters Score -418150.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -418151.218750 Penalty: 2662.225586
	Iteration 40F: 3 clusters Score -418151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -418152.937500 Penalty: 2662.225586
	Iteration 41Q: 3 clusters Score -418152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -418153.187500 Penalty: 2662.225586
	Iteration 42Q: 3 clusters Score -418153.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -418154.968750 Penalty: 2662.225586
	Iteration 43Q: 3 clusters Score -418155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -418155.343750 Penalty: 2662.225586
	Iteration 44Q: 3 clusters Score -418155.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -418155.375000 Penalty: 2662.225586
	Iteration 45Q: 3 clusters Score -418155.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -418155.375000 Penalty: 2662.225586
	Iteration 46F: 3 clusters Score -418155.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -91889.921875 Penalty: 1110.717529
	Iteration 0F: 2 clusters Score -91889.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -90588.382812 Penalty: 2221.435059
	Iteration 0F: 3 clusters Score -90588.38 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -91101.703125 Penalty: 2221.435059
	Iteration 1F: 3 clusters Score -91101.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -91449.679688 Penalty: 2221.435059
	Iteration 2F: 3 clusters Score -91449.68 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -91783.882812 Penalty: 2221.435059
	Iteration 3F: 3 clusters Score -91783.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -91961.554688 Penalty: 2221.435059
	Iteration 4F: 3 clusters Score -91961.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -92116.601562 Penalty: 2221.435059
	Iteration 5Q: 3 clusters Score -92116.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -92181.765625 Penalty: 2221.435059
	Iteration 6Q: 3 clusters Score -92181.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -92206.007812 Penalty: 2221.435059
	Iteration 7Q: 3 clusters Score -92206.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -92207.218750 Penalty: 2221.435059
	Iteration 8Q: 3 clusters Score -92207.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -92207.218750 Penalty: 2221.435059
	Iteration 9F: 3 clusters Score -92207.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 16743 members 
Mstep: Class 3 contains 17742 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 155517 members 
Mstep: Class 6 contains 132582 members 
Mstep: Class 7 contains 15049 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 45361 members 
Mstep: Class 10 contains 5817 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 9712 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 14 contains 47405 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 16 contains 801 members 
Mstep: Class 17 contains 208 members 
Mstep: Class 18 contains 56924 members 
Mstep: Class 19 contains 91351 members 
Mstep: Class 20 contains 41017 members 
Mstep: Class 21 contains 90608 members 
Mstep: Class 22 contains 155615 members 
Mstep: Class 23 contains 2787 members 
Mstep: Class 24 contains 722 members 
Entering Unmasked Estep 
Score: -102058152.000000 Penalty: 53515.957031
Splitting cluster 17 changes total score from -102055784.000000 to -102058152.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (56924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Entering Unmasked Estep 
Score: -6689358.500000 Penalty: 1779.289307
	Iteration 0F: 2 clusters Score -6689358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -6651367.500000 Penalty: 3558.578613
	Iteration 0F: 3 clusters Score -6651368 nChanged 26851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -6666613.000000 Penalty: 3558.578613
	Iteration 1F: 3 clusters Score -6666613 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -6667140.500000 Penalty: 3558.578613
	Iteration 2Q: 3 clusters Score -6667140 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -6667799.500000 Penalty: 3558.578613
	Iteration 3Q: 3 clusters Score -6667800 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -6668724.500000 Penalty: 3558.578613
	Iteration 4Q: 3 clusters Score -6668724 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -6670232.000000 Penalty: 3558.578613
	Iteration 5F: 3 clusters Score -6670232 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -6672664.000000 Penalty: 3558.578613
	Iteration 6F: 3 clusters Score -6672664 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -6676020.500000 Penalty: 3558.578613
	Iteration 7F: 3 clusters Score -6676020 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -6679753.000000 Penalty: 3558.578613
	Iteration 8F: 3 clusters Score -6679753 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -6682900.000000 Penalty: 3558.578613
	Iteration 9Q: 3 clusters Score -6682900 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -6684934.000000 Penalty: 3558.578613
	Iteration 10Q: 3 clusters Score -6684934 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -6685999.000000 Penalty: 3558.578613
	Iteration 11Q: 3 clusters Score -6685999 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -6686478.000000 Penalty: 3558.578613
	Iteration 12Q: 3 clusters Score -6686478 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -6686775.000000 Penalty: 3558.578613
	Iteration 13Q: 3 clusters Score -6686775 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -6686984.000000 Penalty: 3558.578613
	Iteration 14Q: 3 clusters Score -6686984 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -6687091.500000 Penalty: 3558.578613
	Iteration 15Q: 3 clusters Score -6687092 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -6687174.500000 Penalty: 3558.578613
	Iteration 16Q: 3 clusters Score -6687174 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -6687235.000000 Penalty: 3558.578613
	Iteration 17Q: 3 clusters Score -6687235 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -6687283.500000 Penalty: 3558.578613
	Iteration 18Q: 3 clusters Score -6687284 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -6687344.500000 Penalty: 3558.578613
	Iteration 19Q: 3 clusters Score -6687344 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -6687371.000000 Penalty: 3558.578613
	Iteration 20F: 3 clusters Score -6687371 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -6687407.500000 Penalty: 3558.578613
	Iteration 21Q: 3 clusters Score -6687408 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -6687442.500000 Penalty: 3558.578613
	Iteration 22Q: 3 clusters Score -6687442 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -6687450.500000 Penalty: 3558.578613
	Iteration 23Q: 3 clusters Score -6687450 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -6687467.000000 Penalty: 3558.578613
	Iteration 24Q: 3 clusters Score -6687467 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -6687511.000000 Penalty: 3558.578613
	Iteration 25Q: 3 clusters Score -6687511 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -6687530.000000 Penalty: 3558.578613
	Iteration 26Q: 3 clusters Score -6687530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -6687541.500000 Penalty: 3558.578613
	Iteration 27Q: 3 clusters Score -6687542 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6687553.500000 Penalty: 3558.578613
	Iteration 28Q: 3 clusters Score -6687554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -6687556.500000 Penalty: 3558.578613
	Iteration 29Q: 3 clusters Score -6687556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -6687551.500000 Penalty: 3558.578613
	Iteration 30Q: 3 clusters Score -6687552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -6687568.000000 Penalty: 3558.578613
	Iteration 31Q: 3 clusters Score -6687568 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -6687573.000000 Penalty: 3558.578613
	Iteration 32Q: 3 clusters Score -6687573 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -6687576.000000 Penalty: 3558.578613
	Iteration 33Q: 3 clusters Score -6687576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -6687566.000000 Penalty: 3558.578613
	Iteration 34Q: 3 clusters Score -6687566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -6687559.500000 Penalty: 3558.578613
	Iteration 35Q: 3 clusters Score -6687560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6687584.000000 Penalty: 3558.578613
	Iteration 36Q: 3 clusters Score -6687584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -6687594.500000 Penalty: 3558.578613
	Iteration 37Q: 3 clusters Score -6687594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -6687607.000000 Penalty: 3558.578613
	Iteration 38Q: 3 clusters Score -6687607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6687616.500000 Penalty: 3558.578613
	Iteration 39Q: 3 clusters Score -6687616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -6687647.000000 Penalty: 3558.578613
	Iteration 40F: 3 clusters Score -6687647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -6687632.000000 Penalty: 3558.578613
	Iteration 41Q: 3 clusters Score -6687632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -6687645.000000 Penalty: 3558.578613
	Iteration 42Q: 3 clusters Score -6687645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -6687649.000000 Penalty: 3558.578613
	Iteration 43Q: 3 clusters Score -6687649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6687649.500000 Penalty: 3558.578613
	Iteration 44Q: 3 clusters Score -6687650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -6687657.500000 Penalty: 3558.578613
	Iteration 45Q: 3 clusters Score -6687658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -6687667.000000 Penalty: 3558.578613
	Iteration 46Q: 3 clusters Score -6687667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6687668.500000 Penalty: 3558.578613
	Iteration 47Q: 3 clusters Score -6687668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6687667.000000 Penalty: 3558.578613
	Iteration 48Q: 3 clusters Score -6687667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6687674.000000 Penalty: 3558.578613
	Iteration 49Q: 3 clusters Score -6687674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -6687681.500000 Penalty: 3558.578613
	Iteration 50Q: 3 clusters Score -6687682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -6687687.500000 Penalty: 3558.578613
	Iteration 51Q: 3 clusters Score -6687688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6687691.000000 Penalty: 3558.578613
	Iteration 52Q: 3 clusters Score -6687691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54674 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6687689.000000 Penalty: 3558.578613
	Iteration 53Q: 3 clusters Score -6687689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6687692.000000 Penalty: 3558.578613
	Iteration 54Q: 3 clusters Score -6687692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6687693.000000 Penalty: 3558.578613
	Iteration 55Q: 3 clusters Score -6687693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6687691.000000 Penalty: 3558.578613
	Iteration 56Q: 3 clusters Score -6687691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6687698.500000 Penalty: 3558.578613
	Iteration 57Q: 3 clusters Score -6687698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54695 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -6687695.000000 Penalty: 3558.578613
	Iteration 58Q: 3 clusters Score -6687695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6687699.500000 Penalty: 3558.578613
	Iteration 59Q: 3 clusters Score -6687700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -6687707.500000 Penalty: 3558.578613
	Iteration 60F: 3 clusters Score -6687708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6687702.500000 Penalty: 3558.578613
	Iteration 61Q: 3 clusters Score -6687702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6687712.500000 Penalty: 3558.578613
	Iteration 62Q: 3 clusters Score -6687712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6687715.500000 Penalty: 3558.578613
	Iteration 63Q: 3 clusters Score -6687716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6687711.500000 Penalty: 3558.578613
	Iteration 64Q: 3 clusters Score -6687712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6687709.500000 Penalty: 3558.578613
	Iteration 65Q: 3 clusters Score -6687710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6687711.500000 Penalty: 3558.578613
	Iteration 66Q: 3 clusters Score -6687712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6687707.000000 Penalty: 3558.578613
	Iteration 67Q: 3 clusters Score -6687707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6687710.000000 Penalty: 3558.578613
	Iteration 68Q: 3 clusters Score -6687710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6687705.000000 Penalty: 3558.578613
	Iteration 69Q: 3 clusters Score -6687705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6687714.000000 Penalty: 3558.578613
	Iteration 70Q: 3 clusters Score -6687714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6687724.000000 Penalty: 3558.578613
	Iteration 71Q: 3 clusters Score -6687724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6687740.500000 Penalty: 3558.578613
	Iteration 72Q: 3 clusters Score -6687740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -6687747.500000 Penalty: 3558.578613
	Iteration 73Q: 3 clusters Score -6687748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54923 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6687747.000000 Penalty: 3558.578613
	Iteration 74Q: 3 clusters Score -6687747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6687742.000000 Penalty: 3558.578613
	Iteration 75Q: 3 clusters Score -6687742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54956 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6687738.500000 Penalty: 3558.578613
	Iteration 76Q: 3 clusters Score -6687738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6687751.500000 Penalty: 3558.578613
	Iteration 77Q: 3 clusters Score -6687752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6687752.000000 Penalty: 3558.578613
	Iteration 78Q: 3 clusters Score -6687752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6687756.000000 Penalty: 3558.578613
	Iteration 79Q: 3 clusters Score -6687756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6687759.500000 Penalty: 3558.578613
	Iteration 80F: 3 clusters Score -6687760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6687752.000000 Penalty: 3558.578613
	Iteration 81Q: 3 clusters Score -6687752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6687755.000000 Penalty: 3558.578613
	Iteration 82Q: 3 clusters Score -6687755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6687759.000000 Penalty: 3558.578613
	Iteration 83Q: 3 clusters Score -6687759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6687754.000000 Penalty: 3558.578613
	Iteration 84Q: 3 clusters Score -6687754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6687756.000000 Penalty: 3558.578613
	Iteration 85Q: 3 clusters Score -6687756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6687748.000000 Penalty: 3558.578613
	Iteration 86Q: 3 clusters Score -6687748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6687753.500000 Penalty: 3558.578613
	Iteration 87Q: 3 clusters Score -6687754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6687753.000000 Penalty: 3558.578613
	Iteration 88Q: 3 clusters Score -6687753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6687755.000000 Penalty: 3558.578613
	Iteration 89Q: 3 clusters Score -6687755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6687762.000000 Penalty: 3558.578613
	Iteration 90Q: 3 clusters Score -6687762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6687757.500000 Penalty: 3558.578613
	Iteration 91Q: 3 clusters Score -6687758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6687756.500000 Penalty: 3558.578613
	Iteration 92Q: 3 clusters Score -6687756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6687769.500000 Penalty: 3558.578613
	Iteration 93Q: 3 clusters Score -6687770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6687759.000000 Penalty: 3558.578613
	Iteration 94Q: 3 clusters Score -6687759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6687765.500000 Penalty: 3558.578613
	Iteration 95Q: 3 clusters Score -6687766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6687770.500000 Penalty: 3558.578613
	Iteration 96Q: 3 clusters Score -6687770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6687769.500000 Penalty: 3558.578613
	Iteration 97Q: 3 clusters Score -6687770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6687771.000000 Penalty: 3558.578613
	Iteration 98Q: 3 clusters Score -6687771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6687770.500000 Penalty: 3558.578613
	Iteration 99Q: 3 clusters Score -6687770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6687770.000000 Penalty: 3558.578613
	Iteration 100F: 3 clusters Score -6687770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6687776.500000 Penalty: 3558.578613
	Iteration 101Q: 3 clusters Score -6687776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6687772.000000 Penalty: 3558.578613
	Iteration 102Q: 3 clusters Score -6687772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6687773.500000 Penalty: 3558.578613
	Iteration 103Q: 3 clusters Score -6687774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6687772.000000 Penalty: 3558.578613
	Iteration 104Q: 3 clusters Score -6687772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6687770.000000 Penalty: 3558.578613
	Iteration 105Q: 3 clusters Score -6687770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6687769.500000 Penalty: 3558.578613
	Iteration 106Q: 3 clusters Score -6687770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6687773.000000 Penalty: 3558.578613
	Iteration 107Q: 3 clusters Score -6687773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6687773.000000 Penalty: 3558.578613
	Iteration 108F: 3 clusters Score -6687773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (91351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Entering Unmasked Estep 
Score: -10542116.000000 Penalty: 1856.150513
	Iteration 0F: 2 clusters Score -1.054212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -10482287.000000 Penalty: 3712.301025
	Iteration 0F: 3 clusters Score -1.048229e+07 nChanged 43466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -10507413.000000 Penalty: 3712.301025
	Iteration 1F: 3 clusters Score -1.050741e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -10507862.000000 Penalty: 3712.301025
	Iteration 2Q: 3 clusters Score -1.050786e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -10508327.000000 Penalty: 3712.301025
	Iteration 3Q: 3 clusters Score -1.050833e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -10508865.000000 Penalty: 3712.301025
	Iteration 4Q: 3 clusters Score -1.050886e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -10509498.000000 Penalty: 3712.301025
	Iteration 5Q: 3 clusters Score -1.05095e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -10510197.000000 Penalty: 3712.301025
	Iteration 6Q: 3 clusters Score -1.05102e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -10511035.000000 Penalty: 3712.301025
	Iteration 7Q: 3 clusters Score -1.051104e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -10512061.000000 Penalty: 3712.301025
	Iteration 8Q: 3 clusters Score -1.051206e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -10513016.000000 Penalty: 3712.301025
	Iteration 9Q: 3 clusters Score -1.051302e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -10514216.000000 Penalty: 3712.301025
	Iteration 10Q: 3 clusters Score -1.051422e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -10515714.000000 Penalty: 3712.301025
	Iteration 11Q: 3 clusters Score -1.051571e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -10517794.000000 Penalty: 3712.301025
	Iteration 12Q: 3 clusters Score -1.051779e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -10520706.000000 Penalty: 3712.301025
	Iteration 13F: 3 clusters Score -1.052071e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 68161 members 
Entering Unmasked Estep 
Score: -10524570.000000 Penalty: 3712.301025
	Iteration 14F: 3 clusters Score -1.052457e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 74015 members 
Entering Unmasked Estep 
Score: -10528945.000000 Penalty: 3712.301025
	Iteration 15F: 3 clusters Score -1.052894e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -10532884.000000 Penalty: 3712.301025
	Iteration 16F: 3 clusters Score -1.053288e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 83635 members 
Entering Unmasked Estep 
Score: -10535940.000000 Penalty: 3712.301025
	Iteration 17Q: 3 clusters Score -1.053594e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 86631 members 
Entering Unmasked Estep 
Score: -10537860.000000 Penalty: 3712.301025
	Iteration 18Q: 3 clusters Score -1.053786e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -10538961.000000 Penalty: 3712.301025
	Iteration 19Q: 3 clusters Score -1.053896e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 89544 members 
Entering Unmasked Estep 
Score: -10539569.000000 Penalty: 3712.301025
	Iteration 20F: 3 clusters Score -1.053957e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 90133 members 
Entering Unmasked Estep 
Score: -10539923.000000 Penalty: 3712.301025
	Iteration 21Q: 3 clusters Score -1.053992e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 90475 members 
Entering Unmasked Estep 
Score: -10540111.000000 Penalty: 3712.301025
	Iteration 22Q: 3 clusters Score -1.054011e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -10540251.000000 Penalty: 3712.301025
	Iteration 23Q: 3 clusters Score -1.054025e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -10540314.000000 Penalty: 3712.301025
	Iteration 24Q: 3 clusters Score -1.054031e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 90875 members 
Entering Unmasked Estep 
Score: -10540384.000000 Penalty: 3712.301025
	Iteration 25Q: 3 clusters Score -1.054038e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 90916 members 
Entering Unmasked Estep 
Score: -10540437.000000 Penalty: 3712.301025
	Iteration 26Q: 3 clusters Score -1.054044e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 90944 members 
Entering Unmasked Estep 
Score: -10540454.000000 Penalty: 3712.301025
	Iteration 27Q: 3 clusters Score -1.054045e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 90960 members 
Entering Unmasked Estep 
Score: -10540469.000000 Penalty: 3712.301025
	Iteration 28Q: 3 clusters Score -1.054047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -10540472.000000 Penalty: 3712.301025
	Iteration 29Q: 3 clusters Score -1.054047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 90974 members 
Entering Unmasked Estep 
Score: -10540477.000000 Penalty: 3712.301025
	Iteration 30Q: 3 clusters Score -1.054048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -10540488.000000 Penalty: 3712.301025
	Iteration 31Q: 3 clusters Score -1.054049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 90978 members 
Entering Unmasked Estep 
Score: -10540485.000000 Penalty: 3712.301025
	Iteration 32Q: 3 clusters Score -1.054048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 90980 members 
Entering Unmasked Estep 
Score: -10540492.000000 Penalty: 3712.301025
	Iteration 33Q: 3 clusters Score -1.054049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 90986 members 
Entering Unmasked Estep 
Score: -10540499.000000 Penalty: 3712.301025
	Iteration 34Q: 3 clusters Score -1.05405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 90986 members 
Entering Unmasked Estep 
Score: -10540497.000000 Penalty: 3712.301025
	Iteration 35Q: 3 clusters Score -1.05405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 90986 members 
Entering Unmasked Estep 
Score: -10540497.000000 Penalty: 3712.301025
	Iteration 36F: 3 clusters Score -1.05405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Entering Unmasked Estep 
Score: -4537719.000000 Penalty: 1726.033081
	Iteration 0F: 2 clusters Score -4537719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4510138.500000 Penalty: 3452.066162
	Iteration 0F: 3 clusters Score -4510138 nChanged 19167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -4520879.500000 Penalty: 3452.066162
	Iteration 1F: 3 clusters Score -4520880 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -4521281.500000 Penalty: 3452.066162
	Iteration 2Q: 3 clusters Score -4521282 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4521755.500000 Penalty: 3452.066162
	Iteration 3Q: 3 clusters Score -4521756 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -4522360.000000 Penalty: 3452.066162
	Iteration 4Q: 3 clusters Score -4522360 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -4523218.000000 Penalty: 3452.066162
	Iteration 5Q: 3 clusters Score -4523218 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -4524614.500000 Penalty: 3452.066162
	Iteration 6F: 3 clusters Score -4524614 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4526687.500000 Penalty: 3452.066162
	Iteration 7F: 3 clusters Score -4526688 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -4529315.000000 Penalty: 3452.066162
	Iteration 8F: 3 clusters Score -4529315 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -4531869.000000 Penalty: 3452.066162
	Iteration 9F: 3 clusters Score -4531869 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -4533943.000000 Penalty: 3452.066162
	Iteration 10F: 3 clusters Score -4533943 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -4535146.000000 Penalty: 3452.066162
	Iteration 11Q: 3 clusters Score -4535146 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -4535715.000000 Penalty: 3452.066162
	Iteration 12Q: 3 clusters Score -4535715 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -4535942.000000 Penalty: 3452.066162
	Iteration 13Q: 3 clusters Score -4535942 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -4536065.500000 Penalty: 3452.066162
	Iteration 14Q: 3 clusters Score -4536066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -4536122.000000 Penalty: 3452.066162
	Iteration 15Q: 3 clusters Score -4536122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -4536173.000000 Penalty: 3452.066162
	Iteration 16Q: 3 clusters Score -4536173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -4536214.000000 Penalty: 3452.066162
	Iteration 17Q: 3 clusters Score -4536214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -4536225.500000 Penalty: 3452.066162
	Iteration 18Q: 3 clusters Score -4536226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -4536234.500000 Penalty: 3452.066162
	Iteration 19Q: 3 clusters Score -4536234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -4536239.500000 Penalty: 3452.066162
	Iteration 20F: 3 clusters Score -4536240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -4536240.000000 Penalty: 3452.066162
	Iteration 21Q: 3 clusters Score -4536240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -4536241.000000 Penalty: 3452.066162
	Iteration 22Q: 3 clusters Score -4536241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -4536241.000000 Penalty: 3452.066162
	Iteration 23Q: 3 clusters Score -4536241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -4536242.500000 Penalty: 3452.066162
	Iteration 24Q: 3 clusters Score -4536242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -4536243.500000 Penalty: 3452.066162
	Iteration 25Q: 3 clusters Score -4536244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -4536243.500000 Penalty: 3452.066162
	Iteration 26F: 3 clusters Score -4536244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (90608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90608 members 
Entering Unmasked Estep 
Score: -10462458.000000 Penalty: 1854.823486
	Iteration 0F: 2 clusters Score -1.046246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -10403641.000000 Penalty: 3709.646973
	Iteration 0F: 3 clusters Score -1.040364e+07 nChanged 43112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -10430276.000000 Penalty: 3709.646973
	Iteration 1F: 3 clusters Score -1.043028e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -10433793.000000 Penalty: 3709.646973
	Iteration 2F: 3 clusters Score -1.043379e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -10439342.000000 Penalty: 3709.646973
	Iteration 3F: 3 clusters Score -1.043934e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -10446102.000000 Penalty: 3709.646973
	Iteration 4F: 3 clusters Score -1.04461e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -10453152.000000 Penalty: 3709.646973
	Iteration 5F: 3 clusters Score -1.045315e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -10458788.000000 Penalty: 3709.646973
	Iteration 6F: 3 clusters Score -1.045879e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -10461495.000000 Penalty: 3709.646973
	Iteration 7Q: 3 clusters Score -1.04615e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 66248 members 
Entering Unmasked Estep 
Score: -10462510.000000 Penalty: 3709.646973
	Iteration 8Q: 3 clusters Score -1.046251e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -10462965.000000 Penalty: 3709.646973
	Iteration 9Q: 3 clusters Score -1.046296e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -10463294.000000 Penalty: 3709.646973
	Iteration 10Q: 3 clusters Score -1.046329e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -10463609.000000 Penalty: 3709.646973
	Iteration 11Q: 3 clusters Score -1.046361e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -10463979.000000 Penalty: 3709.646973
	Iteration 12Q: 3 clusters Score -1.046398e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 70994 members 
Entering Unmasked Estep 
Score: -10464269.000000 Penalty: 3709.646973
	Iteration 13Q: 3 clusters Score -1.046427e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 71807 members 
Entering Unmasked Estep 
Score: -10464553.000000 Penalty: 3709.646973
	Iteration 14Q: 3 clusters Score -1.046455e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -10464843.000000 Penalty: 3709.646973
	Iteration 15Q: 3 clusters Score -1.046484e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 73248 members 
Entering Unmasked Estep 
Score: -10464974.000000 Penalty: 3709.646973
	Iteration 16Q: 3 clusters Score -1.046497e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 73933 members 
Entering Unmasked Estep 
Score: -10465126.000000 Penalty: 3709.646973
	Iteration 17Q: 3 clusters Score -1.046513e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 74581 members 
Entering Unmasked Estep 
Score: -10465253.000000 Penalty: 3709.646973
	Iteration 18Q: 3 clusters Score -1.046525e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -10465385.000000 Penalty: 3709.646973
	Iteration 19Q: 3 clusters Score -1.046538e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 75763 members 
Entering Unmasked Estep 
Score: -10465443.000000 Penalty: 3709.646973
	Iteration 20F: 3 clusters Score -1.046544e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -10465453.000000 Penalty: 3709.646973
	Iteration 21Q: 3 clusters Score -1.046545e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 76760 members 
Entering Unmasked Estep 
Score: -10465496.000000 Penalty: 3709.646973
	Iteration 22Q: 3 clusters Score -1.04655e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 77188 members 
Entering Unmasked Estep 
Score: -10465532.000000 Penalty: 3709.646973
	Iteration 23Q: 3 clusters Score -1.046553e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 77586 members 
Entering Unmasked Estep 
Score: -10465554.000000 Penalty: 3709.646973
	Iteration 24Q: 3 clusters Score -1.046555e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -10465555.000000 Penalty: 3709.646973
	Iteration 25Q: 3 clusters Score -1.046556e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -10465563.000000 Penalty: 3709.646973
	Iteration 26Q: 3 clusters Score -1.046556e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -10465544.000000 Penalty: 3709.646973
	Iteration 27Q: 3 clusters Score -1.046554e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 78848 members 
Entering Unmasked Estep 
Score: -10465578.000000 Penalty: 3709.646973
	Iteration 28Q: 3 clusters Score -1.046558e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -10465589.000000 Penalty: 3709.646973
	Iteration 29Q: 3 clusters Score -1.046559e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 79305 members 
Entering Unmasked Estep 
Score: -10465592.000000 Penalty: 3709.646973
	Iteration 30Q: 3 clusters Score -1.046559e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -10465598.000000 Penalty: 3709.646973
	Iteration 31Q: 3 clusters Score -1.04656e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -10465590.000000 Penalty: 3709.646973
	Iteration 32Q: 3 clusters Score -1.046559e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -10465542.000000 Penalty: 3709.646973
	Iteration 33Q: 3 clusters Score -1.046554e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 80137 members 
Entering Unmasked Estep 
Score: -10465533.000000 Penalty: 3709.646973
	Iteration 34Q: 3 clusters Score -1.046553e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -10465574.000000 Penalty: 3709.646973
	Iteration 35Q: 3 clusters Score -1.046557e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -10465564.000000 Penalty: 3709.646973
	Iteration 36Q: 3 clusters Score -1.046556e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -10465559.000000 Penalty: 3709.646973
	Iteration 37Q: 3 clusters Score -1.046556e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 80782 members 
Entering Unmasked Estep 
Score: -10465595.000000 Penalty: 3709.646973
	Iteration 38Q: 3 clusters Score -1.04656e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -10465573.000000 Penalty: 3709.646973
	Iteration 39Q: 3 clusters Score -1.046557e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
Score: -10465524.000000 Penalty: 3709.646973
	Iteration 40F: 3 clusters Score -1.046552e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 81124 members 
Entering Unmasked Estep 
Score: -10465528.000000 Penalty: 3709.646973
	Iteration 41Q: 3 clusters Score -1.046553e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 81240 members 
Entering Unmasked Estep 
Score: -10465542.000000 Penalty: 3709.646973
	Iteration 42Q: 3 clusters Score -1.046554e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -10465523.000000 Penalty: 3709.646973
	Iteration 43Q: 3 clusters Score -1.046552e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 81449 members 
Entering Unmasked Estep 
Score: -10465521.000000 Penalty: 3709.646973
	Iteration 44Q: 3 clusters Score -1.046552e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -10465526.000000 Penalty: 3709.646973
	Iteration 45Q: 3 clusters Score -1.046553e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -10465515.000000 Penalty: 3709.646973
	Iteration 46Q: 3 clusters Score -1.046552e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -10465524.000000 Penalty: 3709.646973
	Iteration 47Q: 3 clusters Score -1.046552e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 81717 members 
Entering Unmasked Estep 
Score: -10465503.000000 Penalty: 3709.646973
	Iteration 48Q: 3 clusters Score -1.04655e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 81774 members 
Entering Unmasked Estep 
Score: -10465495.000000 Penalty: 3709.646973
	Iteration 49Q: 3 clusters Score -1.04655e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 81835 members 
Entering Unmasked Estep 
Score: -10465509.000000 Penalty: 3709.646973
	Iteration 50Q: 3 clusters Score -1.046551e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -10465508.000000 Penalty: 3709.646973
	Iteration 51Q: 3 clusters Score -1.046551e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 81932 members 
Entering Unmasked Estep 
Score: -10465490.000000 Penalty: 3709.646973
	Iteration 52Q: 3 clusters Score -1.046549e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 81974 members 
Entering Unmasked Estep 
Score: -10465470.000000 Penalty: 3709.646973
	Iteration 53Q: 3 clusters Score -1.046547e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
Score: -10465472.000000 Penalty: 3709.646973
	Iteration 54Q: 3 clusters Score -1.046547e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -10465467.000000 Penalty: 3709.646973
	Iteration 55Q: 3 clusters Score -1.046547e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -10465467.000000 Penalty: 3709.646973
	Iteration 56Q: 3 clusters Score -1.046547e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -10465482.000000 Penalty: 3709.646973
	Iteration 57Q: 3 clusters Score -1.046548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 82140 members 
Entering Unmasked Estep 
Score: -10465474.000000 Penalty: 3709.646973
	Iteration 58Q: 3 clusters Score -1.046547e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -10465474.000000 Penalty: 3709.646973
	Iteration 59Q: 3 clusters Score -1.046547e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 82204 members 
Entering Unmasked Estep 
Score: -10465454.000000 Penalty: 3709.646973
	Iteration 60F: 3 clusters Score -1.046545e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 82246 members 
Entering Unmasked Estep 
Score: -10465448.000000 Penalty: 3709.646973
	Iteration 61Q: 3 clusters Score -1.046545e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 82279 members 
Entering Unmasked Estep 
Score: -10465450.000000 Penalty: 3709.646973
	Iteration 62Q: 3 clusters Score -1.046545e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 82301 members 
Entering Unmasked Estep 
Score: -10465463.000000 Penalty: 3709.646973
	Iteration 63Q: 3 clusters Score -1.046546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 82319 members 
Entering Unmasked Estep 
Score: -10465455.000000 Penalty: 3709.646973
	Iteration 64Q: 3 clusters Score -1.046546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 82333 members 
Entering Unmasked Estep 
Score: -10465455.000000 Penalty: 3709.646973
	Iteration 65Q: 3 clusters Score -1.046546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
Score: -10465453.000000 Penalty: 3709.646973
	Iteration 66Q: 3 clusters Score -1.046545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 82352 members 
Entering Unmasked Estep 
Score: -10465457.000000 Penalty: 3709.646973
	Iteration 67Q: 3 clusters Score -1.046546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 82365 members 
Entering Unmasked Estep 
Score: -10465458.000000 Penalty: 3709.646973
	Iteration 68Q: 3 clusters Score -1.046546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 82379 members 
Entering Unmasked Estep 
Score: -10465455.000000 Penalty: 3709.646973
	Iteration 69Q: 3 clusters Score -1.046546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 82391 members 
Entering Unmasked Estep 
Score: -10465442.000000 Penalty: 3709.646973
	Iteration 70Q: 3 clusters Score -1.046544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -10465442.000000 Penalty: 3709.646973
	Iteration 71Q: 3 clusters Score -1.046544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 82415 members 
Entering Unmasked Estep 
Score: -10465434.000000 Penalty: 3709.646973
	Iteration 72Q: 3 clusters Score -1.046543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 82429 members 
Entering Unmasked Estep 
Score: -10465433.000000 Penalty: 3709.646973
	Iteration 73Q: 3 clusters Score -1.046543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -10465423.000000 Penalty: 3709.646973
	Iteration 74Q: 3 clusters Score -1.046542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 82460 members 
Entering Unmasked Estep 
Score: -10465429.000000 Penalty: 3709.646973
	Iteration 75Q: 3 clusters Score -1.046543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 82472 members 
Entering Unmasked Estep 
Score: -10465434.000000 Penalty: 3709.646973
	Iteration 76Q: 3 clusters Score -1.046543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -10465430.000000 Penalty: 3709.646973
	Iteration 77Q: 3 clusters Score -1.046543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -10465430.000000 Penalty: 3709.646973
	Iteration 78Q: 3 clusters Score -1.046543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 82495 members 
Entering Unmasked Estep 
Score: -10465429.000000 Penalty: 3709.646973
	Iteration 79Q: 3 clusters Score -1.046543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -10465423.000000 Penalty: 3709.646973
	Iteration 80F: 3 clusters Score -1.046542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -10465422.000000 Penalty: 3709.646973
	Iteration 81Q: 3 clusters Score -1.046542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -10465420.000000 Penalty: 3709.646973
	Iteration 82Q: 3 clusters Score -1.046542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 82510 members 
Entering Unmasked Estep 
Score: -10465430.000000 Penalty: 3709.646973
	Iteration 83Q: 3 clusters Score -1.046543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -10465437.000000 Penalty: 3709.646973
	Iteration 84Q: 3 clusters Score -1.046544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 82513 members 
Entering Unmasked Estep 
Score: -10465427.000000 Penalty: 3709.646973
	Iteration 85Q: 3 clusters Score -1.046543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -10465427.000000 Penalty: 3709.646973
	Iteration 86Q: 3 clusters Score -1.046543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 82517 members 
Entering Unmasked Estep 
Score: -10465428.000000 Penalty: 3709.646973
	Iteration 87Q: 3 clusters Score -1.046543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 82517 members 
Entering Unmasked Estep 
Score: -10465428.000000 Penalty: 3709.646973
	Iteration 88F: 3 clusters Score -1.046543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 16743 members 
Mstep: Class 3 contains 17742 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 155517 members 
Mstep: Class 6 contains 132582 members 
Mstep: Class 7 contains 15049 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 45361 members 
Mstep: Class 10 contains 5817 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 9712 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 14 contains 47405 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 16 contains 801 members 
Mstep: Class 17 contains 208 members 
Mstep: Class 18 contains 56924 members 
Mstep: Class 19 contains 91351 members 
Mstep: Class 20 contains 41017 members 
Mstep: Class 21 contains 8091 members 
Mstep: Class 22 contains 155615 members 
Mstep: Class 23 contains 2787 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 82517 members 
Entering Unmasked Estep 
Score: -102061176.000000 Penalty: 55745.789062
Splitting cluster 21 changes total score from -102055784.000000 to -102061176.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 22 (155615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155615 members 
Entering Unmasked Estep 
Score: -18025618.000000 Penalty: 1942.710327
	Iteration 0F: 2 clusters Score -1.802562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -17940288.000000 Penalty: 3885.420654
	Iteration 0F: 3 clusters Score -1.794029e+07 nChanged 75414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -17984368.000000 Penalty: 3885.420654
	Iteration 1F: 3 clusters Score -1.798437e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -17985040.000000 Penalty: 3885.420654
	Iteration 2Q: 3 clusters Score -1.798504e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 82254 members 
Entering Unmasked Estep 
Score: -17985948.000000 Penalty: 3885.420654
	Iteration 3Q: 3 clusters Score -1.798595e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 84576 members 
Entering Unmasked Estep 
Score: -17987240.000000 Penalty: 3885.420654
	Iteration 4Q: 3 clusters Score -1.798724e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -17989064.000000 Penalty: 3885.420654
	Iteration 5Q: 3 clusters Score -1.798906e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 91664 members 
Entering Unmasked Estep 
Score: -17992214.000000 Penalty: 3885.420654
	Iteration 6Q: 3 clusters Score -1.799221e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 95737 members 
Entering Unmasked Estep 
Score: -17997374.000000 Penalty: 3885.420654
	Iteration 7F: 3 clusters Score -1.799737e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 98518 members 
Entering Unmasked Estep 
Score: -18004716.000000 Penalty: 3885.420654
	Iteration 8F: 3 clusters Score -1.800472e+07 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Mstep: Class 2 contains 98731 members 
Entering Unmasked Estep 
Score: -18011784.000000 Penalty: 3885.420654
	Iteration 9F: 3 clusters Score -1.801178e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 97093 members 
Entering Unmasked Estep 
Score: -18015228.000000 Penalty: 3885.420654
	Iteration 10F: 3 clusters Score -1.801523e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 94935 members 
Entering Unmasked Estep 
Score: -18016224.000000 Penalty: 3885.420654
	Iteration 11Q: 3 clusters Score -1.801622e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 92776 members 
Entering Unmasked Estep 
Score: -18016756.000000 Penalty: 3885.420654
	Iteration 12Q: 3 clusters Score -1.801676e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
Score: -18017240.000000 Penalty: 3885.420654
	Iteration 13Q: 3 clusters Score -1.801724e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 88898 members 
Entering Unmasked Estep 
Score: -18017640.000000 Penalty: 3885.420654
	Iteration 14Q: 3 clusters Score -1.801764e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -18018040.000000 Penalty: 3885.420654
	Iteration 15Q: 3 clusters Score -1.801804e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 85248 members 
Entering Unmasked Estep 
Score: -18018340.000000 Penalty: 3885.420654
	Iteration 16Q: 3 clusters Score -1.801834e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72071 members 
Mstep: Class 2 contains 83544 members 
Entering Unmasked Estep 
Score: -18018790.000000 Penalty: 3885.420654
	Iteration 17Q: 3 clusters Score -1.801879e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 81919 members 
Entering Unmasked Estep 
Score: -18019164.000000 Penalty: 3885.420654
	Iteration 18Q: 3 clusters Score -1.801916e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75278 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -18019620.000000 Penalty: 3885.420654
	Iteration 19Q: 3 clusters Score -1.801962e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77139 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -18020022.000000 Penalty: 3885.420654
	Iteration 20F: 3 clusters Score -1.802002e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 76283 members 
Entering Unmasked Estep 
Score: -18020282.000000 Penalty: 3885.420654
	Iteration 21Q: 3 clusters Score -1.802028e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 73729 members 
Entering Unmasked Estep 
Score: -18020602.000000 Penalty: 3885.420654
	Iteration 22Q: 3 clusters Score -1.80206e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84797 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -18020716.000000 Penalty: 3885.420654
	Iteration 23Q: 3 clusters Score -1.802072e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88519 members 
Mstep: Class 2 contains 67096 members 
Entering Unmasked Estep 
Score: -18021104.000000 Penalty: 3885.420654
	Iteration 24Q: 3 clusters Score -1.80211e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92741 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -18021474.000000 Penalty: 3885.420654
	Iteration 25Q: 3 clusters Score -1.802147e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97603 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
Score: -18022368.000000 Penalty: 3885.420654
	Iteration 26Q: 3 clusters Score -1.802237e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102555 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -18023666.000000 Penalty: 3885.420654
	Iteration 27Q: 3 clusters Score -1.802367e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106907 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -18024992.000000 Penalty: 3885.420654
	Iteration 28Q: 3 clusters Score -1.802499e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110347 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -18026328.000000 Penalty: 3885.420654
	Iteration 29Q: 3 clusters Score -1.802633e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112788 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -18027246.000000 Penalty: 3885.420654
	Iteration 30Q: 3 clusters Score -1.802725e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114538 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -18028066.000000 Penalty: 3885.420654
	Iteration 31Q: 3 clusters Score -1.802807e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115620 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -18028646.000000 Penalty: 3885.420654
	Iteration 32Q: 3 clusters Score -1.802865e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116301 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -18029100.000000 Penalty: 3885.420654
	Iteration 33Q: 3 clusters Score -1.80291e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116735 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -18029366.000000 Penalty: 3885.420654
	Iteration 34Q: 3 clusters Score -1.802937e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116975 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -18029764.000000 Penalty: 3885.420654
	Iteration 35Q: 3 clusters Score -1.802976e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117024 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -18030064.000000 Penalty: 3885.420654
	Iteration 36Q: 3 clusters Score -1.803006e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116911 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -18030348.000000 Penalty: 3885.420654
	Iteration 37Q: 3 clusters Score -1.803035e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116672 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -18030574.000000 Penalty: 3885.420654
	Iteration 38Q: 3 clusters Score -1.803057e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116434 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -18030844.000000 Penalty: 3885.420654
	Iteration 39Q: 3 clusters Score -1.803084e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116157 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -18031970.000000 Penalty: 3885.420654
	Iteration 40F: 3 clusters Score -1.803197e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116298 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -18032128.000000 Penalty: 3885.420654
	Iteration 41Q: 3 clusters Score -1.803213e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116213 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -18032298.000000 Penalty: 3885.420654
	Iteration 42Q: 3 clusters Score -1.80323e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116020 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -18032278.000000 Penalty: 3885.420654
	Iteration 43Q: 3 clusters Score -1.803228e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115718 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -18032224.000000 Penalty: 3885.420654
	Iteration 44Q: 3 clusters Score -1.803222e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115311 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -18032226.000000 Penalty: 3885.420654
	Iteration 45Q: 3 clusters Score -1.803223e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114815 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -18032272.000000 Penalty: 3885.420654
	Iteration 46Q: 3 clusters Score -1.803227e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114256 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -18032226.000000 Penalty: 3885.420654
	Iteration 47Q: 3 clusters Score -1.803223e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113677 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -18032240.000000 Penalty: 3885.420654
	Iteration 48Q: 3 clusters Score -1.803224e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112995 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -18032284.000000 Penalty: 3885.420654
	Iteration 49Q: 3 clusters Score -1.803228e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112307 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -18032342.000000 Penalty: 3885.420654
	Iteration 50Q: 3 clusters Score -1.803234e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111586 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -18032262.000000 Penalty: 3885.420654
	Iteration 51Q: 3 clusters Score -1.803226e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110838 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -18032350.000000 Penalty: 3885.420654
	Iteration 52Q: 3 clusters Score -1.803235e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110041 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -18032414.000000 Penalty: 3885.420654
	Iteration 53Q: 3 clusters Score -1.803241e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109199 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -18032428.000000 Penalty: 3885.420654
	Iteration 54Q: 3 clusters Score -1.803243e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108413 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -18032482.000000 Penalty: 3885.420654
	Iteration 55Q: 3 clusters Score -1.803248e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107600 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -18032562.000000 Penalty: 3885.420654
	Iteration 56Q: 3 clusters Score -1.803256e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106805 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -18032580.000000 Penalty: 3885.420654
	Iteration 57Q: 3 clusters Score -1.803258e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105975 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -18032534.000000 Penalty: 3885.420654
	Iteration 58Q: 3 clusters Score -1.803253e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105136 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -18032548.000000 Penalty: 3885.420654
	Iteration 59Q: 3 clusters Score -1.803255e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104284 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -18032616.000000 Penalty: 3885.420654
	Iteration 60F: 3 clusters Score -1.803262e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103395 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -18032746.000000 Penalty: 3885.420654
	Iteration 61Q: 3 clusters Score -1.803275e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102488 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -18032738.000000 Penalty: 3885.420654
	Iteration 62Q: 3 clusters Score -1.803274e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101602 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -18032800.000000 Penalty: 3885.420654
	Iteration 63Q: 3 clusters Score -1.80328e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -18032930.000000 Penalty: 3885.420654
	Iteration 64Q: 3 clusters Score -1.803293e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99897 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -18033034.000000 Penalty: 3885.420654
	Iteration 65Q: 3 clusters Score -1.803303e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99095 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -18033120.000000 Penalty: 3885.420654
	Iteration 66Q: 3 clusters Score -1.803312e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98251 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -18033192.000000 Penalty: 3885.420654
	Iteration 67Q: 3 clusters Score -1.803319e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97506 members 
Mstep: Class 2 contains 58109 members 
Entering Unmasked Estep 
Score: -18033306.000000 Penalty: 3885.420654
	Iteration 68Q: 3 clusters Score -1.803331e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96832 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -18033362.000000 Penalty: 3885.420654
	Iteration 69Q: 3 clusters Score -1.803336e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96187 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -18033466.000000 Penalty: 3885.420654
	Iteration 70Q: 3 clusters Score -1.803347e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95561 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -18033492.000000 Penalty: 3885.420654
	Iteration 71Q: 3 clusters Score -1.803349e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94954 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -18033520.000000 Penalty: 3885.420654
	Iteration 72Q: 3 clusters Score -1.803352e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -18033628.000000 Penalty: 3885.420654
	Iteration 73Q: 3 clusters Score -1.803363e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -18033702.000000 Penalty: 3885.420654
	Iteration 74Q: 3 clusters Score -1.80337e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93270 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -18033758.000000 Penalty: 3885.420654
	Iteration 75Q: 3 clusters Score -1.803376e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92732 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -18033810.000000 Penalty: 3885.420654
	Iteration 76Q: 3 clusters Score -1.803381e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92237 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -18033864.000000 Penalty: 3885.420654
	Iteration 77Q: 3 clusters Score -1.803386e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91739 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -18033956.000000 Penalty: 3885.420654
	Iteration 78Q: 3 clusters Score -1.803396e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91269 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -18034012.000000 Penalty: 3885.420654
	Iteration 79Q: 3 clusters Score -1.803401e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90833 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -18034044.000000 Penalty: 3885.420654
	Iteration 80F: 3 clusters Score -1.803404e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90411 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -18034188.000000 Penalty: 3885.420654
	Iteration 81Q: 3 clusters Score -1.803419e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -18034200.000000 Penalty: 3885.420654
	Iteration 82Q: 3 clusters Score -1.80342e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -18034296.000000 Penalty: 3885.420654
	Iteration 83Q: 3 clusters Score -1.80343e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89167 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -18034346.000000 Penalty: 3885.420654
	Iteration 84Q: 3 clusters Score -1.803435e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 66820 members 
Entering Unmasked Estep 
Score: -18034354.000000 Penalty: 3885.420654
	Iteration 85Q: 3 clusters Score -1.803435e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88447 members 
Mstep: Class 2 contains 67168 members 
Entering Unmasked Estep 
Score: -18034420.000000 Penalty: 3885.420654
	Iteration 86Q: 3 clusters Score -1.803442e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -18034470.000000 Penalty: 3885.420654
	Iteration 87Q: 3 clusters Score -1.803447e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -18034502.000000 Penalty: 3885.420654
	Iteration 88Q: 3 clusters Score -1.80345e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87535 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -18034544.000000 Penalty: 3885.420654
	Iteration 89Q: 3 clusters Score -1.803454e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -18034554.000000 Penalty: 3885.420654
	Iteration 90Q: 3 clusters Score -1.803455e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86948 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -18034608.000000 Penalty: 3885.420654
	Iteration 91Q: 3 clusters Score -1.803461e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86708 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -18034616.000000 Penalty: 3885.420654
	Iteration 92Q: 3 clusters Score -1.803462e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86473 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -18034670.000000 Penalty: 3885.420654
	Iteration 93Q: 3 clusters Score -1.803467e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 69380 members 
Entering Unmasked Estep 
Score: -18034686.000000 Penalty: 3885.420654
	Iteration 94Q: 3 clusters Score -1.803469e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86003 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -18034670.000000 Penalty: 3885.420654
	Iteration 95Q: 3 clusters Score -1.803467e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85744 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -18034680.000000 Penalty: 3885.420654
	Iteration 96Q: 3 clusters Score -1.803468e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -18034650.000000 Penalty: 3885.420654
	Iteration 97Q: 3 clusters Score -1.803465e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85253 members 
Mstep: Class 2 contains 70362 members 
Entering Unmasked Estep 
Score: -18034690.000000 Penalty: 3885.420654
	Iteration 98Q: 3 clusters Score -1.803469e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85045 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -18034704.000000 Penalty: 3885.420654
	Iteration 99Q: 3 clusters Score -1.80347e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -18034722.000000 Penalty: 3885.420654
	Iteration 100F: 3 clusters Score -1.803472e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84764 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -18034742.000000 Penalty: 3885.420654
	Iteration 101Q: 3 clusters Score -1.803474e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84662 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -18034770.000000 Penalty: 3885.420654
	Iteration 102Q: 3 clusters Score -1.803477e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 71040 members 
Entering Unmasked Estep 
Score: -18034772.000000 Penalty: 3885.420654
	Iteration 103Q: 3 clusters Score -1.803477e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 71134 members 
Entering Unmasked Estep 
Score: -18034790.000000 Penalty: 3885.420654
	Iteration 104Q: 3 clusters Score -1.803479e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 71218 members 
Entering Unmasked Estep 
Score: -18034830.000000 Penalty: 3885.420654
	Iteration 105Q: 3 clusters Score -1.803483e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -18034834.000000 Penalty: 3885.420654
	Iteration 106Q: 3 clusters Score -1.803483e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84214 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -18034820.000000 Penalty: 3885.420654
	Iteration 107Q: 3 clusters Score -1.803482e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 71497 members 
Entering Unmasked Estep 
Score: -18034844.000000 Penalty: 3885.420654
	Iteration 108Q: 3 clusters Score -1.803484e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 71564 members 
Entering Unmasked Estep 
Score: -18034842.000000 Penalty: 3885.420654
	Iteration 109Q: 3 clusters Score -1.803484e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -18034828.000000 Penalty: 3885.420654
	Iteration 110Q: 3 clusters Score -1.803483e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -18034846.000000 Penalty: 3885.420654
	Iteration 111Q: 3 clusters Score -1.803485e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -18034860.000000 Penalty: 3885.420654
	Iteration 112Q: 3 clusters Score -1.803486e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -18034866.000000 Penalty: 3885.420654
	Iteration 113Q: 3 clusters Score -1.803487e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -18034884.000000 Penalty: 3885.420654
	Iteration 114Q: 3 clusters Score -1.803488e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -18034882.000000 Penalty: 3885.420654
	Iteration 115Q: 3 clusters Score -1.803488e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -18034878.000000 Penalty: 3885.420654
	Iteration 116Q: 3 clusters Score -1.803488e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -18034870.000000 Penalty: 3885.420654
	Iteration 117Q: 3 clusters Score -1.803487e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -18034876.000000 Penalty: 3885.420654
	Iteration 118Q: 3 clusters Score -1.803488e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83577 members 
Mstep: Class 2 contains 72038 members 
Entering Unmasked Estep 
Score: -18034870.000000 Penalty: 3885.420654
	Iteration 119Q: 3 clusters Score -1.803487e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 72074 members 
Entering Unmasked Estep 
Score: -18034864.000000 Penalty: 3885.420654
	Iteration 120F: 3 clusters Score -1.803486e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 72111 members 
Entering Unmasked Estep 
Score: -18034872.000000 Penalty: 3885.420654
	Iteration 121Q: 3 clusters Score -1.803487e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83468 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -18034866.000000 Penalty: 3885.420654
	Iteration 122Q: 3 clusters Score -1.803487e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -18034870.000000 Penalty: 3885.420654
	Iteration 123Q: 3 clusters Score -1.803487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83421 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -18034856.000000 Penalty: 3885.420654
	Iteration 124Q: 3 clusters Score -1.803486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 72208 members 
Entering Unmasked Estep 
Score: -18034874.000000 Penalty: 3885.420654
	Iteration 125Q: 3 clusters Score -1.803487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83390 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -18034884.000000 Penalty: 3885.420654
	Iteration 126Q: 3 clusters Score -1.803488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 72247 members 
Entering Unmasked Estep 
Score: -18034886.000000 Penalty: 3885.420654
	Iteration 127Q: 3 clusters Score -1.803489e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83350 members 
Mstep: Class 2 contains 72265 members 
Entering Unmasked Estep 
Score: -18034892.000000 Penalty: 3885.420654
	Iteration 128Q: 3 clusters Score -1.803489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -18034898.000000 Penalty: 3885.420654
	Iteration 129Q: 3 clusters Score -1.80349e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 72298 members 
Entering Unmasked Estep 
Score: -18034912.000000 Penalty: 3885.420654
	Iteration 130Q: 3 clusters Score -1.803491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83309 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -18034902.000000 Penalty: 3885.420654
	Iteration 131Q: 3 clusters Score -1.80349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 72322 members 
Entering Unmasked Estep 
Score: -18034896.000000 Penalty: 3885.420654
	Iteration 132Q: 3 clusters Score -1.80349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -18034920.000000 Penalty: 3885.420654
	Iteration 133Q: 3 clusters Score -1.803492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83267 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -18034906.000000 Penalty: 3885.420654
	Iteration 134Q: 3 clusters Score -1.803491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 72358 members 
Entering Unmasked Estep 
Score: -18034918.000000 Penalty: 3885.420654
	Iteration 135Q: 3 clusters Score -1.803492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -18034904.000000 Penalty: 3885.420654
	Iteration 136Q: 3 clusters Score -1.80349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 72387 members 
Entering Unmasked Estep 
Score: -18034894.000000 Penalty: 3885.420654
	Iteration 137Q: 3 clusters Score -1.803489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 72398 members 
Entering Unmasked Estep 
Score: -18034910.000000 Penalty: 3885.420654
	Iteration 138Q: 3 clusters Score -1.803491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83208 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -18034908.000000 Penalty: 3885.420654
	Iteration 139Q: 3 clusters Score -1.803491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83206 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
Score: -18034912.000000 Penalty: 3885.420654
	Iteration 140F: 3 clusters Score -1.803491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 72415 members 
Entering Unmasked Estep 
Score: -18034916.000000 Penalty: 3885.420654
	Iteration 141Q: 3 clusters Score -1.803492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83193 members 
Mstep: Class 2 contains 72422 members 
Entering Unmasked Estep 
Score: -18034916.000000 Penalty: 3885.420654
	Iteration 142Q: 3 clusters Score -1.803492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -18034914.000000 Penalty: 3885.420654
	Iteration 143Q: 3 clusters Score -1.803491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83182 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -18034932.000000 Penalty: 3885.420654
	Iteration 144Q: 3 clusters Score -1.803493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -18034922.000000 Penalty: 3885.420654
	Iteration 145Q: 3 clusters Score -1.803492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83177 members 
Mstep: Class 2 contains 72438 members 
Entering Unmasked Estep 
Score: -18034926.000000 Penalty: 3885.420654
	Iteration 146Q: 3 clusters Score -1.803493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83176 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -18034920.000000 Penalty: 3885.420654
	Iteration 147Q: 3 clusters Score -1.803492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83176 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -18034920.000000 Penalty: 3885.420654
	Iteration 148F: 3 clusters Score -1.803492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 16743 members 
Mstep: Class 3 contains 17742 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 155517 members 
Mstep: Class 6 contains 132582 members 
Mstep: Class 7 contains 15049 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 45361 members 
Mstep: Class 10 contains 5817 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 9712 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 14 contains 47405 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 16 contains 801 members 
Mstep: Class 17 contains 208 members 
Mstep: Class 18 contains 56924 members 
Mstep: Class 19 contains 91351 members 
Mstep: Class 20 contains 41017 members 
Mstep: Class 21 contains 8091 members 
Mstep: Class 22 contains 83176 members 
Mstep: Class 23 contains 2787 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 82517 members 
Mstep: Class 26 contains 72439 members 
Entering Unmasked Estep 
Score: -102071032.000000 Penalty: 57975.621094
Splitting cluster 22 changes total score from -102055784.000000 to -102071032.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 16743 members 
Mstep: Class 3 contains 17742 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 155517 members 
Mstep: Class 6 contains 132582 members 
Mstep: Class 7 contains 15049 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 45361 members 
Mstep: Class 10 contains 5817 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 9712 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 14 contains 47405 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 17 contains 208 members 
Mstep: Class 18 contains 56924 members 
Mstep: Class 19 contains 91351 members 
Mstep: Class 20 contains 41017 members 
Mstep: Class 21 contains 8091 members 
Mstep: Class 22 contains 83176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102076488.000000 Penalty: 57975.621094
Iteration 79Q: 27 clusters Score -1.020765e+08 nChanged 14457
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 16807 members 
Mstep: Class 3 contains 17838 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 155243 members 
Mstep: Class 6 contains 132831 members 
Mstep: Class 7 contains 15180 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 45432 members 
Mstep: Class 10 contains 5700 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 12 contains 9723 members 
Mstep: Class 13 contains 4181 members 
Mstep: Class 14 contains 47547 members 
Mstep: Class 15 contains 3752 members 
Mstep: Class 16 contains 765 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 18 contains 55587 members 
Mstep: Class 19 contains 92068 members 
Mstep: Class 20 contains 40848 members 
Mstep: Class 21 contains 8216 members 
Mstep: Class 22 contains 87087 members 
Mstep: Class 23 contains 2842 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 80514 members 
Mstep: Class 26 contains 70662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102082360.000000 Penalty: 57975.621094
Iteration 80F: 27 clusters Score -1.020824e+08 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 16694 members 
Mstep: Class 3 contains 17330 members 
Mstep: Class 4 contains 447 members 
Mstep: Class 5 contains 155095 members 
Mstep: Class 6 contains 133097 members 
Mstep: Class 7 contains 15311 members 
Mstep: Class 8 contains 3075 members 
Mstep: Class 9 contains 43717 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 12 contains 9717 members 
Mstep: Class 13 contains 4133 members 
Mstep: Class 14 contains 47307 members 
Mstep: Class 15 contains 3726 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 54177 members 
Mstep: Class 19 contains 91758 members 
Mstep: Class 20 contains 40637 members 
Mstep: Class 21 contains 8313 members 
Mstep: Class 22 contains 89048 members 
Mstep: Class 23 contains 2910 members 
Mstep: Class 24 contains 771 members 
Mstep: Class 25 contains 80801 members 
Mstep: Class 26 contains 72318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102084328.000000 Penalty: 57975.621094
Iteration 81Q: 27 clusters Score -1.020843e+08 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 16616 members 
Mstep: Class 3 contains 17074 members 
Mstep: Class 4 contains 449 members 
Mstep: Class 5 contains 155034 members 
Mstep: Class 6 contains 133263 members 
Mstep: Class 7 contains 15417 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 41905 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 12 contains 9717 members 
Mstep: Class 13 contains 4108 members 
Mstep: Class 14 contains 47100 members 
Mstep: Class 15 contains 3731 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 210 members 
Mstep: Class 18 contains 52763 members 
Mstep: Class 19 contains 91543 members 
Mstep: Class 20 contains 40473 members 
Mstep: Class 21 contains 8391 members 
Mstep: Class 22 contains 90672 members 
Mstep: Class 23 contains 2982 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 80958 members 
Mstep: Class 26 contains 74181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085944.000000 Penalty: 57975.621094
Iteration 82Q: 27 clusters Score -1.020859e+08 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 16584 members 
Mstep: Class 3 contains 16932 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 154976 members 
Mstep: Class 6 contains 133396 members 
Mstep: Class 7 contains 15522 members 
Mstep: Class 8 contains 3270 members 
Mstep: Class 9 contains 39979 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 9713 members 
Mstep: Class 13 contains 4092 members 
Mstep: Class 14 contains 46944 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 1127 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 51240 members 
Mstep: Class 19 contains 91366 members 
Mstep: Class 20 contains 40333 members 
Mstep: Class 21 contains 8484 members 
Mstep: Class 22 contains 92268 members 
Mstep: Class 23 contains 3047 members 
Mstep: Class 24 contains 876 members 
Mstep: Class 25 contains 81099 members 
Mstep: Class 26 contains 76152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086680.000000 Penalty: 57975.621094
Iteration 83Q: 27 clusters Score -1.020867e+08 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 16531 members 
Mstep: Class 3 contains 16811 members 
Mstep: Class 4 contains 451 members 
Mstep: Class 5 contains 154943 members 
Mstep: Class 6 contains 133497 members 
Mstep: Class 7 contains 15620 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 38031 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 9711 members 
Mstep: Class 13 contains 4064 members 
Mstep: Class 14 contains 46831 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 16 contains 1195 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 49750 members 
Mstep: Class 19 contains 91203 members 
Mstep: Class 20 contains 40249 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 93776 members 
Mstep: Class 23 contains 3110 members 
Mstep: Class 24 contains 908 members 
Mstep: Class 25 contains 81257 members 
Mstep: Class 26 contains 78104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087176.000000 Penalty: 57975.621094
Iteration 84Q: 27 clusters Score -1.020872e+08 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 16489 members 
Mstep: Class 3 contains 16714 members 
Mstep: Class 4 contains 451 members 
Mstep: Class 5 contains 154936 members 
Mstep: Class 6 contains 133623 members 
Mstep: Class 7 contains 15697 members 
Mstep: Class 8 contains 3399 members 
Mstep: Class 9 contains 36084 members 
Mstep: Class 10 contains 5238 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 9711 members 
Mstep: Class 13 contains 4044 members 
Mstep: Class 14 contains 46724 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 1249 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 48334 members 
Mstep: Class 19 contains 91069 members 
Mstep: Class 20 contains 40167 members 
Mstep: Class 21 contains 8651 members 
Mstep: Class 22 contains 95197 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 81441 members 
Mstep: Class 26 contains 80041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087296.000000 Penalty: 57975.621094
Iteration 85Q: 27 clusters Score -1.020873e+08 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 16457 members 
Mstep: Class 3 contains 16631 members 
Mstep: Class 4 contains 451 members 
Mstep: Class 5 contains 154933 members 
Mstep: Class 6 contains 133718 members 
Mstep: Class 7 contains 15769 members 
Mstep: Class 8 contains 3462 members 
Mstep: Class 9 contains 34138 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 9712 members 
Mstep: Class 13 contains 4013 members 
Mstep: Class 14 contains 46646 members 
Mstep: Class 15 contains 3688 members 
Mstep: Class 16 contains 1299 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 47018 members 
Mstep: Class 19 contains 90949 members 
Mstep: Class 20 contains 40106 members 
Mstep: Class 21 contains 8736 members 
Mstep: Class 22 contains 96511 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 81549 members 
Mstep: Class 26 contains 81996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087456.000000 Penalty: 57975.621094
Iteration 86Q: 27 clusters Score -1.020875e+08 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 16427 members 
Mstep: Class 3 contains 16586 members 
Mstep: Class 4 contains 451 members 
Mstep: Class 5 contains 154922 members 
Mstep: Class 6 contains 133807 members 
Mstep: Class 7 contains 15822 members 
Mstep: Class 8 contains 3509 members 
Mstep: Class 9 contains 32240 members 
Mstep: Class 10 contains 5096 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 9707 members 
Mstep: Class 13 contains 3977 members 
Mstep: Class 14 contains 46583 members 
Mstep: Class 15 contains 3687 members 
Mstep: Class 16 contains 1356 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 45871 members 
Mstep: Class 19 contains 90840 members 
Mstep: Class 20 contains 40070 members 
Mstep: Class 21 contains 8836 members 
Mstep: Class 22 contains 97657 members 
Mstep: Class 23 contains 3244 members 
Mstep: Class 24 contains 940 members 
Mstep: Class 25 contains 81529 members 
Mstep: Class 26 contains 83959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087984.000000 Penalty: 57975.621094
Iteration 87Q: 27 clusters Score -1.02088e+08 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 16410 members 
Mstep: Class 3 contains 16537 members 
Mstep: Class 4 contains 451 members 
Mstep: Class 5 contains 154937 members 
Mstep: Class 6 contains 133871 members 
Mstep: Class 7 contains 15885 members 
Mstep: Class 8 contains 3536 members 
Mstep: Class 9 contains 30371 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 9701 members 
Mstep: Class 13 contains 3943 members 
Mstep: Class 14 contains 46538 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 44767 members 
Mstep: Class 19 contains 90755 members 
Mstep: Class 20 contains 40047 members 
Mstep: Class 21 contains 8921 members 
Mstep: Class 22 contains 98739 members 
Mstep: Class 23 contains 3268 members 
Mstep: Class 24 contains 944 members 
Mstep: Class 25 contains 81474 members 
Mstep: Class 26 contains 85918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088256.000000 Penalty: 57975.621094
Iteration 88Q: 27 clusters Score -1.020883e+08 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 16394 members 
Mstep: Class 3 contains 16489 members 
Mstep: Class 4 contains 451 members 
Mstep: Class 5 contains 154938 members 
Mstep: Class 6 contains 133936 members 
Mstep: Class 7 contains 15956 members 
Mstep: Class 8 contains 3568 members 
Mstep: Class 9 contains 28573 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 3913 members 
Mstep: Class 14 contains 46515 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 43616 members 
Mstep: Class 19 contains 90680 members 
Mstep: Class 20 contains 40019 members 
Mstep: Class 21 contains 8996 members 
Mstep: Class 22 contains 99859 members 
Mstep: Class 23 contains 3284 members 
Mstep: Class 24 contains 950 members 
Mstep: Class 25 contains 81392 members 
Mstep: Class 26 contains 87853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088960.000000 Penalty: 57975.621094
Iteration 89Q: 27 clusters Score -1.02089e+08 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 16383 members 
Mstep: Class 3 contains 16464 members 
Mstep: Class 4 contains 451 members 
Mstep: Class 5 contains 154941 members 
Mstep: Class 6 contains 133997 members 
Mstep: Class 7 contains 16020 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 26763 members 
Mstep: Class 10 contains 4886 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 9689 members 
Mstep: Class 13 contains 3878 members 
Mstep: Class 14 contains 46499 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 1517 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 42494 members 
Mstep: Class 19 contains 90629 members 
Mstep: Class 20 contains 39957 members 
Mstep: Class 21 contains 9068 members 
Mstep: Class 22 contains 101016 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 81210 members 
Mstep: Class 26 contains 89812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089824.000000 Penalty: 57975.621094
Iteration 90Q: 27 clusters Score -1.020898e+08 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 16380 members 
Mstep: Class 3 contains 16439 members 
Mstep: Class 4 contains 451 members 
Mstep: Class 5 contains 154993 members 
Mstep: Class 6 contains 134004 members 
Mstep: Class 7 contains 16088 members 
Mstep: Class 8 contains 3630 members 
Mstep: Class 9 contains 24962 members 
Mstep: Class 10 contains 4820 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 9689 members 
Mstep: Class 13 contains 3848 members 
Mstep: Class 14 contains 46500 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 41426 members 
Mstep: Class 19 contains 90569 members 
Mstep: Class 20 contains 39899 members 
Mstep: Class 21 contains 9133 members 
Mstep: Class 22 contains 102102 members 
Mstep: Class 23 contains 3302 members 
Mstep: Class 24 contains 953 members 
Mstep: Class 25 contains 81007 members 
Mstep: Class 26 contains 91797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090408.000000 Penalty: 57975.621094
Iteration 91Q: 27 clusters Score -1.020904e+08 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 16399 members 
Mstep: Class 3 contains 16392 members 
Mstep: Class 4 contains 452 members 
Mstep: Class 5 contains 155004 members 
Mstep: Class 6 contains 134006 members 
Mstep: Class 7 contains 16158 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 23251 members 
Mstep: Class 10 contains 4766 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 9689 members 
Mstep: Class 13 contains 3820 members 
Mstep: Class 14 contains 46497 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 40367 members 
Mstep: Class 19 contains 90489 members 
Mstep: Class 20 contains 39857 members 
Mstep: Class 21 contains 9208 members 
Mstep: Class 22 contains 103214 members 
Mstep: Class 23 contains 3310 members 
Mstep: Class 24 contains 955 members 
Mstep: Class 25 contains 80672 members 
Mstep: Class 26 contains 93815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090256.000000 Penalty: 57975.621094
Iteration 92Q: 27 clusters Score -1.020903e+08 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 16416 members 
Mstep: Class 3 contains 16352 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 155056 members 
Mstep: Class 6 contains 134004 members 
Mstep: Class 7 contains 16214 members 
Mstep: Class 8 contains 3685 members 
Mstep: Class 9 contains 21538 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 9680 members 
Mstep: Class 13 contains 3807 members 
Mstep: Class 14 contains 46490 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 39442 members 
Mstep: Class 19 contains 90416 members 
Mstep: Class 20 contains 39803 members 
Mstep: Class 21 contains 9300 members 
Mstep: Class 22 contains 104308 members 
Mstep: Class 23 contains 3316 members 
Mstep: Class 24 contains 958 members 
Mstep: Class 25 contains 80269 members 
Mstep: Class 26 contains 95755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090608.000000 Penalty: 57975.621094
Iteration 93Q: 27 clusters Score -1.020906e+08 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 16441 members 
Mstep: Class 3 contains 16302 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 155095 members 
Mstep: Class 6 contains 134014 members 
Mstep: Class 7 contains 16293 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 19946 members 
Mstep: Class 10 contains 4646 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 9660 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 46482 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 38647 members 
Mstep: Class 19 contains 90356 members 
Mstep: Class 20 contains 39752 members 
Mstep: Class 21 contains 9374 members 
Mstep: Class 22 contains 105423 members 
Mstep: Class 23 contains 3325 members 
Mstep: Class 24 contains 961 members 
Mstep: Class 25 contains 79848 members 
Mstep: Class 26 contains 97467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091472.000000 Penalty: 57975.621094
Iteration 94Q: 27 clusters Score -1.020915e+08 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 16451 members 
Mstep: Class 3 contains 16264 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 155126 members 
Mstep: Class 6 contains 134048 members 
Mstep: Class 7 contains 16357 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 18368 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 9646 members 
Mstep: Class 13 contains 3751 members 
Mstep: Class 14 contains 46478 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 37931 members 
Mstep: Class 19 contains 90328 members 
Mstep: Class 20 contains 39718 members 
Mstep: Class 21 contains 9434 members 
Mstep: Class 22 contains 106667 members 
Mstep: Class 23 contains 3336 members 
Mstep: Class 24 contains 962 members 
Mstep: Class 25 contains 79441 members 
Mstep: Class 26 contains 98918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092376.000000 Penalty: 57975.621094
Iteration 95Q: 27 clusters Score -1.020924e+08 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 16457 members 
Mstep: Class 3 contains 16226 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 155197 members 
Mstep: Class 6 contains 134054 members 
Mstep: Class 7 contains 16415 members 
Mstep: Class 8 contains 3727 members 
Mstep: Class 9 contains 16753 members 
Mstep: Class 10 contains 4526 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 9635 members 
Mstep: Class 13 contains 3717 members 
Mstep: Class 14 contains 46466 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 1635 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 37283 members 
Mstep: Class 19 contains 90298 members 
Mstep: Class 20 contains 39677 members 
Mstep: Class 21 contains 9493 members 
Mstep: Class 22 contains 107993 members 
Mstep: Class 23 contains 3343 members 
Mstep: Class 24 contains 963 members 
Mstep: Class 25 contains 79035 members 
Mstep: Class 26 contains 100253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093176.000000 Penalty: 57975.621094
Iteration 96Q: 27 clusters Score -1.020932e+08 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 16467 members 
Mstep: Class 3 contains 16169 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 155261 members 
Mstep: Class 6 contains 134070 members 
Mstep: Class 7 contains 16473 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 15230 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 9625 members 
Mstep: Class 13 contains 3681 members 
Mstep: Class 14 contains 46464 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 36665 members 
Mstep: Class 19 contains 90277 members 
Mstep: Class 20 contains 39632 members 
Mstep: Class 21 contains 9532 members 
Mstep: Class 22 contains 109474 members 
Mstep: Class 23 contains 3345 members 
Mstep: Class 24 contains 962 members 
Mstep: Class 25 contains 78626 members 
Mstep: Class 26 contains 101356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094064.000000 Penalty: 57975.621094
Iteration 97Q: 27 clusters Score -1.020941e+08 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 16479 members 
Mstep: Class 3 contains 16101 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 155326 members 
Mstep: Class 6 contains 134077 members 
Mstep: Class 7 contains 16523 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 13906 members 
Mstep: Class 10 contains 4410 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 9613 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 46469 members 
Mstep: Class 15 contains 3648 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 200 members 
Mstep: Class 18 contains 36078 members 
Mstep: Class 19 contains 90241 members 
Mstep: Class 20 contains 39588 members 
Mstep: Class 21 contains 9532 members 
Mstep: Class 22 contains 111058 members 
Mstep: Class 23 contains 3349 members 
Mstep: Class 24 contains 962 members 
Mstep: Class 25 contains 78300 members 
Mstep: Class 26 contains 102107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094776.000000 Penalty: 57975.621094
Iteration 98Q: 27 clusters Score -1.020948e+08 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 16482 members 
Mstep: Class 3 contains 16084 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 155352 members 
Mstep: Class 6 contains 134130 members 
Mstep: Class 7 contains 16554 members 
Mstep: Class 8 contains 3773 members 
Mstep: Class 9 contains 12843 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 2265 members 
Mstep: Class 12 contains 9609 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 46472 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 200 members 
Mstep: Class 18 contains 35563 members 
Mstep: Class 19 contains 90218 members 
Mstep: Class 20 contains 39543 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 112450 members 
Mstep: Class 23 contains 3353 members 
Mstep: Class 24 contains 962 members 
Mstep: Class 25 contains 77971 members 
Mstep: Class 26 contains 102660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095688.000000 Penalty: 57975.621094
Iteration 99Q: 27 clusters Score -1.020957e+08 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 16492 members 
Mstep: Class 3 contains 16045 members 
Mstep: Class 4 contains 465 members 
Mstep: Class 5 contains 155376 members 
Mstep: Class 6 contains 134174 members 
Mstep: Class 7 contains 16578 members 
Mstep: Class 8 contains 3787 members 
Mstep: Class 9 contains 12011 members 
Mstep: Class 10 contains 4329 members 
Mstep: Class 11 contains 2264 members 
Mstep: Class 12 contains 9610 members 
Mstep: Class 13 contains 3580 members 
Mstep: Class 14 contains 46469 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 35075 members 
Mstep: Class 19 contains 90204 members 
Mstep: Class 20 contains 39512 members 
Mstep: Class 21 contains 9523 members 
Mstep: Class 22 contains 113635 members 
Mstep: Class 23 contains 3356 members 
Mstep: Class 24 contains 963 members 
Mstep: Class 25 contains 77760 members 
Mstep: Class 26 contains 103054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096448.000000 Penalty: 57975.621094
Iteration 100F: 27 clusters Score -1.020964e+08 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 16498 members 
Mstep: Class 3 contains 16007 members 
Mstep: Class 4 contains 467 members 
Mstep: Class 5 contains 155379 members 
Mstep: Class 6 contains 134216 members 
Mstep: Class 7 contains 16610 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 11070 members 
Mstep: Class 10 contains 4296 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 9604 members 
Mstep: Class 13 contains 3549 members 
Mstep: Class 14 contains 46471 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 34596 members 
Mstep: Class 19 contains 90199 members 
Mstep: Class 20 contains 39493 members 
Mstep: Class 21 contains 9584 members 
Mstep: Class 22 contains 115042 members 
Mstep: Class 23 contains 3357 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 77510 members 
Mstep: Class 26 contains 103302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097152.000000 Penalty: 57975.621094
Iteration 101Q: 27 clusters Score -1.020972e+08 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 16501 members 
Mstep: Class 3 contains 15960 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 155391 members 
Mstep: Class 6 contains 134246 members 
Mstep: Class 7 contains 16627 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 10321 members 
Mstep: Class 10 contains 4278 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 9607 members 
Mstep: Class 13 contains 3510 members 
Mstep: Class 14 contains 46477 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 34156 members 
Mstep: Class 19 contains 90202 members 
Mstep: Class 20 contains 39472 members 
Mstep: Class 21 contains 9625 members 
Mstep: Class 22 contains 116423 members 
Mstep: Class 23 contains 3358 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 77325 members 
Mstep: Class 26 contains 103295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097696.000000 Penalty: 57975.621094
Iteration 102Q: 27 clusters Score -1.020977e+08 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 16508 members 
Mstep: Class 3 contains 15907 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 155379 members 
Mstep: Class 6 contains 134295 members 
Mstep: Class 7 contains 16651 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 9658 members 
Mstep: Class 10 contains 4259 members 
Mstep: Class 11 contains 2264 members 
Mstep: Class 12 contains 9604 members 
Mstep: Class 13 contains 3473 members 
Mstep: Class 14 contains 46484 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 33766 members 
Mstep: Class 19 contains 90196 members 
Mstep: Class 20 contains 39458 members 
Mstep: Class 21 contains 9680 members 
Mstep: Class 22 contains 117780 members 
Mstep: Class 23 contains 3358 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 77185 members 
Mstep: Class 26 contains 103134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097840.000000 Penalty: 57975.621094
Iteration 103Q: 27 clusters Score -1.020978e+08 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 16517 members 
Mstep: Class 3 contains 15888 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 155379 members 
Mstep: Class 6 contains 134344 members 
Mstep: Class 7 contains 16663 members 
Mstep: Class 8 contains 3820 members 
Mstep: Class 9 contains 9046 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 9596 members 
Mstep: Class 13 contains 3439 members 
Mstep: Class 14 contains 46488 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 33448 members 
Mstep: Class 19 contains 90189 members 
Mstep: Class 20 contains 39439 members 
Mstep: Class 21 contains 9714 members 
Mstep: Class 22 contains 119176 members 
Mstep: Class 23 contains 3358 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 77091 members 
Mstep: Class 26 contains 102748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098016.000000 Penalty: 57975.621094
Iteration 104Q: 27 clusters Score -1.02098e+08 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 16520 members 
Mstep: Class 3 contains 15841 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 155387 members 
Mstep: Class 6 contains 134396 members 
Mstep: Class 7 contains 16662 members 
Mstep: Class 8 contains 3830 members 
Mstep: Class 9 contains 8449 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 9585 members 
Mstep: Class 13 contains 3409 members 
Mstep: Class 14 contains 46485 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 33160 members 
Mstep: Class 19 contains 90181 members 
Mstep: Class 20 contains 39422 members 
Mstep: Class 21 contains 9743 members 
Mstep: Class 22 contains 120630 members 
Mstep: Class 23 contains 3358 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 77103 members 
Mstep: Class 26 contains 102194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098112.000000 Penalty: 57975.621094
Iteration 105Q: 27 clusters Score -1.020981e+08 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 16528 members 
Mstep: Class 3 contains 15793 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155391 members 
Mstep: Class 6 contains 134449 members 
Mstep: Class 7 contains 16666 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 9573 members 
Mstep: Class 13 contains 3382 members 
Mstep: Class 14 contains 46479 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 32915 members 
Mstep: Class 19 contains 90179 members 
Mstep: Class 20 contains 39395 members 
Mstep: Class 21 contains 9757 members 
Mstep: Class 22 contains 122052 members 
Mstep: Class 23 contains 3358 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 77200 members 
Mstep: Class 26 contains 101541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098304.000000 Penalty: 57975.621094
Iteration 106Q: 27 clusters Score -1.020983e+08 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 16531 members 
Mstep: Class 3 contains 15748 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155371 members 
Mstep: Class 6 contains 134514 members 
Mstep: Class 7 contains 16666 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 7374 members 
Mstep: Class 10 contains 4223 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 9569 members 
Mstep: Class 13 contains 3360 members 
Mstep: Class 14 contains 46473 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 32696 members 
Mstep: Class 19 contains 90167 members 
Mstep: Class 20 contains 39376 members 
Mstep: Class 21 contains 9770 members 
Mstep: Class 22 contains 123415 members 
Mstep: Class 23 contains 3358 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 77269 members 
Mstep: Class 26 contains 100857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098944.000000 Penalty: 57975.621094
Iteration 107Q: 27 clusters Score -1.020989e+08 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 16537 members 
Mstep: Class 3 contains 15700 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 155348 members 
Mstep: Class 6 contains 134562 members 
Mstep: Class 7 contains 16668 members 
Mstep: Class 8 contains 3863 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 9571 members 
Mstep: Class 13 contains 3341 members 
Mstep: Class 14 contains 46474 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 32539 members 
Mstep: Class 19 contains 90145 members 
Mstep: Class 20 contains 39364 members 
Mstep: Class 21 contains 9808 members 
Mstep: Class 22 contains 124728 members 
Mstep: Class 23 contains 3358 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 77339 members 
Mstep: Class 26 contains 100112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099136.000000 Penalty: 57975.621094
Iteration 108Q: 27 clusters Score -1.020991e+08 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 16537 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 155324 members 
Mstep: Class 6 contains 134605 members 
Mstep: Class 7 contains 16678 members 
Mstep: Class 8 contains 3875 members 
Mstep: Class 9 contains 6460 members 
Mstep: Class 10 contains 4216 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 9569 members 
Mstep: Class 13 contains 3310 members 
Mstep: Class 14 contains 46472 members 
Mstep: Class 15 contains 3656 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 32499 members 
Mstep: Class 19 contains 90132 members 
Mstep: Class 20 contains 39346 members 
Mstep: Class 21 contains 9823 members 
Mstep: Class 22 contains 126018 members 
Mstep: Class 23 contains 3358 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 77402 members 
Mstep: Class 26 contains 99292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099576.000000 Penalty: 57975.621094
Iteration 109Q: 27 clusters Score -1.020996e+08 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 16538 members 
Mstep: Class 3 contains 15664 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 155308 members 
Mstep: Class 6 contains 134660 members 
Mstep: Class 7 contains 16686 members 
Mstep: Class 8 contains 3886 members 
Mstep: Class 9 contains 6072 members 
Mstep: Class 10 contains 4204 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 9569 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 14 contains 46475 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 32489 members 
Mstep: Class 19 contains 90120 members 
Mstep: Class 20 contains 39330 members 
Mstep: Class 21 contains 9855 members 
Mstep: Class 22 contains 127347 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 77443 members 
Mstep: Class 26 contains 98318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099712.000000 Penalty: 57975.621094
Iteration 110Q: 27 clusters Score -1.020997e+08 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 16537 members 
Mstep: Class 3 contains 15637 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 155303 members 
Mstep: Class 6 contains 134701 members 
Mstep: Class 7 contains 16691 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 4198 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 9571 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 46480 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 32555 members 
Mstep: Class 19 contains 90101 members 
Mstep: Class 20 contains 39301 members 
Mstep: Class 21 contains 9900 members 
Mstep: Class 22 contains 128706 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 77497 members 
Mstep: Class 26 contains 97246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100224.000000 Penalty: 57975.621094
Iteration 111Q: 27 clusters Score -1.021002e+08 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 16539 members 
Mstep: Class 3 contains 15617 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 155294 members 
Mstep: Class 6 contains 134742 members 
Mstep: Class 7 contains 16697 members 
Mstep: Class 8 contains 3915 members 
Mstep: Class 9 contains 5293 members 
Mstep: Class 10 contains 4194 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 9570 members 
Mstep: Class 13 contains 3234 members 
Mstep: Class 14 contains 46484 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 32609 members 
Mstep: Class 19 contains 90089 members 
Mstep: Class 20 contains 39278 members 
Mstep: Class 21 contains 9915 members 
Mstep: Class 22 contains 130068 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 77568 members 
Mstep: Class 26 contains 96151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100496.000000 Penalty: 57975.621094
Iteration 112Q: 27 clusters Score -1.021005e+08 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 16547 members 
Mstep: Class 3 contains 15590 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 155292 members 
Mstep: Class 6 contains 134760 members 
Mstep: Class 7 contains 16694 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 4191 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 9573 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 46485 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 32718 members 
Mstep: Class 19 contains 90073 members 
Mstep: Class 20 contains 39266 members 
Mstep: Class 21 contains 9913 members 
Mstep: Class 22 contains 131324 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 77637 members 
Mstep: Class 26 contains 95102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100456.000000 Penalty: 57975.621094
Iteration 113Q: 27 clusters Score -1.021005e+08 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 16550 members 
Mstep: Class 3 contains 15559 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 155295 members 
Mstep: Class 6 contains 134782 members 
Mstep: Class 7 contains 16694 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 4642 members 
Mstep: Class 10 contains 4185 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 9571 members 
Mstep: Class 13 contains 3194 members 
Mstep: Class 14 contains 46488 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 200 members 
Mstep: Class 18 contains 32808 members 
Mstep: Class 19 contains 90072 members 
Mstep: Class 20 contains 39249 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 132547 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 77671 members 
Mstep: Class 26 contains 94115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100584.000000 Penalty: 57975.621094
Iteration 114Q: 27 clusters Score -1.021006e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 16552 members 
Mstep: Class 3 contains 15535 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 155299 members 
Mstep: Class 6 contains 134796 members 
Mstep: Class 7 contains 16706 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 4346 members 
Mstep: Class 10 contains 4181 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 9575 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 46492 members 
Mstep: Class 15 contains 3648 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 200 members 
Mstep: Class 18 contains 32952 members 
Mstep: Class 19 contains 90064 members 
Mstep: Class 20 contains 39242 members 
Mstep: Class 21 contains 9927 members 
Mstep: Class 22 contains 133683 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 77672 members 
Mstep: Class 26 contains 93132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100840.000000 Penalty: 57975.621094
Iteration 115Q: 27 clusters Score -1.021008e+08 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 16554 members 
Mstep: Class 3 contains 15511 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 155313 members 
Mstep: Class 6 contains 134813 members 
Mstep: Class 7 contains 16710 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 4052 members 
Mstep: Class 10 contains 4178 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 9574 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 46491 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 33111 members 
Mstep: Class 19 contains 90057 members 
Mstep: Class 20 contains 39233 members 
Mstep: Class 21 contains 9938 members 
Mstep: Class 22 contains 134860 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 77634 members 
Mstep: Class 26 contains 92145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101096.000000 Penalty: 57975.621094
Iteration 116Q: 27 clusters Score -1.021011e+08 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 16557 members 
Mstep: Class 3 contains 15488 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 155333 members 
Mstep: Class 6 contains 134819 members 
Mstep: Class 7 contains 16705 members 
Mstep: Class 8 contains 3963 members 
Mstep: Class 9 contains 3812 members 
Mstep: Class 10 contains 4174 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 9572 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 14 contains 46493 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 202 members 
Mstep: Class 18 contains 33292 members 
Mstep: Class 19 contains 90050 members 
Mstep: Class 20 contains 39221 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 135901 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 77554 members 
Mstep: Class 26 contains 91254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100976.000000 Penalty: 57975.621094
Iteration 117Q: 27 clusters Score -1.02101e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 155349 members 
Mstep: Class 6 contains 134817 members 
Mstep: Class 7 contains 16712 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 4168 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 9571 members 
Mstep: Class 13 contains 3127 members 
Mstep: Class 14 contains 46495 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 202 members 
Mstep: Class 18 contains 33568 members 
Mstep: Class 19 contains 90024 members 
Mstep: Class 20 contains 39213 members 
Mstep: Class 21 contains 9980 members 
Mstep: Class 22 contains 136829 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 77450 members 
Mstep: Class 26 contains 90410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101624.000000 Penalty: 57975.621094
Iteration 118Q: 27 clusters Score -1.021016e+08 nChanged 2634
Entering ConstructFrom: 
Score: -102101624.000000 Penalty: 57975.621094
Entering ConstructFrom: 
Trying to split cluster 1 (10871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Entering Unmasked Estep 
Score: -1260108.125000 Penalty: 1510.251221
	Iteration 0F: 2 clusters Score -1260108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1252323.125000 Penalty: 3020.502441
	Iteration 0F: 3 clusters Score -1252323 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1254850.500000 Penalty: 3020.502441
	Iteration 1F: 3 clusters Score -1254850 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1255104.625000 Penalty: 3020.502441
	Iteration 2F: 3 clusters Score -1255105 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1255317.125000 Penalty: 3020.502441
	Iteration 3Q: 3 clusters Score -1255317 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1255525.875000 Penalty: 3020.502441
	Iteration 4Q: 3 clusters Score -1255526 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1255744.625000 Penalty: 3020.502441
	Iteration 5Q: 3 clusters Score -1255745 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1256007.000000 Penalty: 3020.502441
	Iteration 6Q: 3 clusters Score -1256007 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1256358.125000 Penalty: 3020.502441
	Iteration 7Q: 3 clusters Score -1256358 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1256767.375000 Penalty: 3020.502441
	Iteration 8F: 3 clusters Score -1256767 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1257252.375000 Penalty: 3020.502441
	Iteration 9F: 3 clusters Score -1257252 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1257673.750000 Penalty: 3020.502441
	Iteration 10Q: 3 clusters Score -1257674 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1257995.500000 Penalty: 3020.502441
	Iteration 11Q: 3 clusters Score -1257996 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1258238.375000 Penalty: 3020.502441
	Iteration 12Q: 3 clusters Score -1258238 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1258424.000000 Penalty: 3020.502441
	Iteration 13Q: 3 clusters Score -1258424 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1258567.875000 Penalty: 3020.502441
	Iteration 14Q: 3 clusters Score -1258568 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1258656.375000 Penalty: 3020.502441
	Iteration 15Q: 3 clusters Score -1258656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1258705.250000 Penalty: 3020.502441
	Iteration 16Q: 3 clusters Score -1258705 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1258741.625000 Penalty: 3020.502441
	Iteration 17Q: 3 clusters Score -1258742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1258769.500000 Penalty: 3020.502441
	Iteration 18Q: 3 clusters Score -1258770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1258778.250000 Penalty: 3020.502441
	Iteration 19Q: 3 clusters Score -1258778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1258788.500000 Penalty: 3020.502441
	Iteration 20F: 3 clusters Score -1258788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1258795.500000 Penalty: 3020.502441
	Iteration 21Q: 3 clusters Score -1258796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1258803.625000 Penalty: 3020.502441
	Iteration 22Q: 3 clusters Score -1258804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1258804.625000 Penalty: 3020.502441
	Iteration 23Q: 3 clusters Score -1258805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1258808.125000 Penalty: 3020.502441
	Iteration 24Q: 3 clusters Score -1258808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1258809.375000 Penalty: 3020.502441
	Iteration 25Q: 3 clusters Score -1258809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1258812.250000 Penalty: 3020.502441
	Iteration 26Q: 3 clusters Score -1258812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1258812.750000 Penalty: 3020.502441
	Iteration 27Q: 3 clusters Score -1258813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1258813.375000 Penalty: 3020.502441
	Iteration 28Q: 3 clusters Score -1258813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1258815.000000 Penalty: 3020.502441
	Iteration 29Q: 3 clusters Score -1258815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1258814.375000 Penalty: 3020.502441
	Iteration 30Q: 3 clusters Score -1258814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1258817.625000 Penalty: 3020.502441
	Iteration 31Q: 3 clusters Score -1258818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1258817.125000 Penalty: 3020.502441
	Iteration 32Q: 3 clusters Score -1258817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1258816.875000 Penalty: 3020.502441
	Iteration 33Q: 3 clusters Score -1258817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1258817.625000 Penalty: 3020.502441
	Iteration 34Q: 3 clusters Score -1258818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1258818.500000 Penalty: 3020.502441
	Iteration 35Q: 3 clusters Score -1258818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1258820.125000 Penalty: 3020.502441
	Iteration 36Q: 3 clusters Score -1258820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1258823.625000 Penalty: 3020.502441
	Iteration 37Q: 3 clusters Score -1258824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1258826.875000 Penalty: 3020.502441
	Iteration 38Q: 3 clusters Score -1258827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1258827.500000 Penalty: 3020.502441
	Iteration 39Q: 3 clusters Score -1258828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1258828.875000 Penalty: 3020.502441
	Iteration 40F: 3 clusters Score -1258829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1258830.375000 Penalty: 3020.502441
	Iteration 41Q: 3 clusters Score -1258830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1258833.250000 Penalty: 3020.502441
	Iteration 42Q: 3 clusters Score -1258833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1258837.125000 Penalty: 3020.502441
	Iteration 43Q: 3 clusters Score -1258837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1258838.375000 Penalty: 3020.502441
	Iteration 44Q: 3 clusters Score -1258838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1258837.875000 Penalty: 3020.502441
	Iteration 45Q: 3 clusters Score -1258838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1258837.875000 Penalty: 3020.502441
	Iteration 46F: 3 clusters Score -1258838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Entering Unmasked Estep 
Score: -1886539.500000 Penalty: 1578.587280
	Iteration 0F: 2 clusters Score -1886540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1875143.875000 Penalty: 3157.174561
	Iteration 0F: 3 clusters Score -1875144 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1879208.500000 Penalty: 3157.174561
	Iteration 1F: 3 clusters Score -1879208 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1879598.500000 Penalty: 3157.174561
	Iteration 2F: 3 clusters Score -1879598 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1880054.625000 Penalty: 3157.174561
	Iteration 3F: 3 clusters Score -1880055 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1880675.500000 Penalty: 3157.174561
	Iteration 4F: 3 clusters Score -1880676 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1881442.500000 Penalty: 3157.174561
	Iteration 5F: 3 clusters Score -1881442 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1882262.875000 Penalty: 3157.174561
	Iteration 6F: 3 clusters Score -1882263 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1883007.625000 Penalty: 3157.174561
	Iteration 7F: 3 clusters Score -1883008 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1883661.250000 Penalty: 3157.174561
	Iteration 8Q: 3 clusters Score -1883661 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1884174.000000 Penalty: 3157.174561
	Iteration 9Q: 3 clusters Score -1884174 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1884529.500000 Penalty: 3157.174561
	Iteration 10Q: 3 clusters Score -1884530 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1884762.625000 Penalty: 3157.174561
	Iteration 11Q: 3 clusters Score -1884763 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1884909.125000 Penalty: 3157.174561
	Iteration 12Q: 3 clusters Score -1884909 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1885002.250000 Penalty: 3157.174561
	Iteration 13Q: 3 clusters Score -1885002 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1885070.375000 Penalty: 3157.174561
	Iteration 14Q: 3 clusters Score -1885070 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1885115.875000 Penalty: 3157.174561
	Iteration 15Q: 3 clusters Score -1885116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1885162.250000 Penalty: 3157.174561
	Iteration 16Q: 3 clusters Score -1885162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1885186.875000 Penalty: 3157.174561
	Iteration 17Q: 3 clusters Score -1885187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1885199.500000 Penalty: 3157.174561
	Iteration 18Q: 3 clusters Score -1885200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1885214.500000 Penalty: 3157.174561
	Iteration 19Q: 3 clusters Score -1885214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1885223.125000 Penalty: 3157.174561
	Iteration 20F: 3 clusters Score -1885223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -1885225.875000 Penalty: 3157.174561
	Iteration 21Q: 3 clusters Score -1885226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1885228.875000 Penalty: 3157.174561
	Iteration 22Q: 3 clusters Score -1885229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1885235.375000 Penalty: 3157.174561
	Iteration 23Q: 3 clusters Score -1885235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1885239.750000 Penalty: 3157.174561
	Iteration 24Q: 3 clusters Score -1885240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1885244.750000 Penalty: 3157.174561
	Iteration 25Q: 3 clusters Score -1885245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1885247.500000 Penalty: 3157.174561
	Iteration 26Q: 3 clusters Score -1885248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1885252.125000 Penalty: 3157.174561
	Iteration 27Q: 3 clusters Score -1885252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1885252.500000 Penalty: 3157.174561
	Iteration 28Q: 3 clusters Score -1885252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1885255.375000 Penalty: 3157.174561
	Iteration 29Q: 3 clusters Score -1885255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1885256.750000 Penalty: 3157.174561
	Iteration 30Q: 3 clusters Score -1885257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1885256.125000 Penalty: 3157.174561
	Iteration 31Q: 3 clusters Score -1885256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1885253.750000 Penalty: 3157.174561
	Iteration 32Q: 3 clusters Score -1885254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1885256.500000 Penalty: 3157.174561
	Iteration 33Q: 3 clusters Score -1885256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1885256.250000 Penalty: 3157.174561
	Iteration 34Q: 3 clusters Score -1885256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1885256.250000 Penalty: 3157.174561
	Iteration 35F: 3 clusters Score -1885256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Entering Unmasked Estep 
Score: -1717980.000000 Penalty: 1567.603027
	Iteration 0F: 2 clusters Score -1717980 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 7858 members 
Entering Unmasked Estep 
Score: -1707238.000000 Penalty: 3135.206055
	Iteration 0F: 3 clusters Score -1707238 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1710990.750000 Penalty: 3135.206055
	Iteration 1F: 3 clusters Score -1710991 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1711350.000000 Penalty: 3135.206055
	Iteration 2F: 3 clusters Score -1711350 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1711736.375000 Penalty: 3135.206055
	Iteration 3F: 3 clusters Score -1711736 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1712170.500000 Penalty: 3135.206055
	Iteration 4F: 3 clusters Score -1712170 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1712814.000000 Penalty: 3135.206055
	Iteration 5F: 3 clusters Score -1712814 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1713741.500000 Penalty: 3135.206055
	Iteration 6F: 3 clusters Score -1713742 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1714803.375000 Penalty: 3135.206055
	Iteration 7F: 3 clusters Score -1714803 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1715677.250000 Penalty: 3135.206055
	Iteration 8F: 3 clusters Score -1715677 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1716167.875000 Penalty: 3135.206055
	Iteration 9Q: 3 clusters Score -1716168 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1716361.625000 Penalty: 3135.206055
	Iteration 10Q: 3 clusters Score -1716362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1716451.125000 Penalty: 3135.206055
	Iteration 11Q: 3 clusters Score -1716451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1716505.500000 Penalty: 3135.206055
	Iteration 12Q: 3 clusters Score -1716506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1716533.250000 Penalty: 3135.206055
	Iteration 13Q: 3 clusters Score -1716533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1716562.125000 Penalty: 3135.206055
	Iteration 14Q: 3 clusters Score -1716562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1716586.500000 Penalty: 3135.206055
	Iteration 15Q: 3 clusters Score -1716586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1716602.500000 Penalty: 3135.206055
	Iteration 16Q: 3 clusters Score -1716602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1716620.000000 Penalty: 3135.206055
	Iteration 17Q: 3 clusters Score -1716620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1716623.875000 Penalty: 3135.206055
	Iteration 18Q: 3 clusters Score -1716624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1716623.875000 Penalty: 3135.206055
	Iteration 19Q: 3 clusters Score -1716624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1716624.125000 Penalty: 3135.206055
	Iteration 20F: 3 clusters Score -1716624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1716626.375000 Penalty: 3135.206055
	Iteration 21Q: 3 clusters Score -1716626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1716626.375000 Penalty: 3135.206055
	Iteration 22F: 3 clusters Score -1716626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -51559.246094 Penalty: 1002.561707
	Iteration 0F: 2 clusters Score -51559.25 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 245 members 
Entering Unmasked Estep 
Score: -50493.281250 Penalty: 2005.123413
	Iteration 0F: 3 clusters Score -50493.28 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50658.980469 Penalty: 2005.123413
	Iteration 1F: 3 clusters Score -50658.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50721.851562 Penalty: 2005.123413
	Iteration 2F: 3 clusters Score -50721.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50733.949219 Penalty: 2005.123413
	Iteration 3Q: 3 clusters Score -50733.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50743.593750 Penalty: 2005.123413
	Iteration 4Q: 3 clusters Score -50743.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50754.769531 Penalty: 2005.123413
	Iteration 5Q: 3 clusters Score -50754.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50762.054688 Penalty: 2005.123413
	Iteration 6Q: 3 clusters Score -50762.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50769.367188 Penalty: 2005.123413
	Iteration 7Q: 3 clusters Score -50769.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50774.667969 Penalty: 2005.123413
	Iteration 8Q: 3 clusters Score -50774.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50777.117188 Penalty: 2005.123413
	Iteration 9Q: 3 clusters Score -50777.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50777.117188 Penalty: 2005.123413
	Iteration 10F: 3 clusters Score -50777.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (155357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155357 members 
Entering Unmasked Estep 
Score: -17620254.000000 Penalty: 1942.440674
	Iteration 0F: 2 clusters Score -1.762025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -17518132.000000 Penalty: 3884.881348
	Iteration 0F: 3 clusters Score -1.751813e+07 nChanged 75305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -17561866.000000 Penalty: 3884.881348
	Iteration 1F: 3 clusters Score -1.756187e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 85252 members 
Entering Unmasked Estep 
Score: -17563110.000000 Penalty: 3884.881348
	Iteration 2Q: 3 clusters Score -1.756311e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65726 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -17565114.000000 Penalty: 3884.881348
	Iteration 3Q: 3 clusters Score -1.756511e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -17568996.000000 Penalty: 3884.881348
	Iteration 4Q: 3 clusters Score -1.7569e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 104855 members 
Entering Unmasked Estep 
Score: -17575628.000000 Penalty: 3884.881348
	Iteration 5F: 3 clusters Score -1.757563e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 115287 members 
Entering Unmasked Estep 
Score: -17584802.000000 Penalty: 3884.881348
	Iteration 6F: 3 clusters Score -1.75848e+07 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 125097 members 
Entering Unmasked Estep 
Score: -17594198.000000 Penalty: 3884.881348
	Iteration 7F: 3 clusters Score -1.75942e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 132540 members 
Entering Unmasked Estep 
Score: -17601606.000000 Penalty: 3884.881348
	Iteration 8F: 3 clusters Score -1.760161e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 137392 members 
Entering Unmasked Estep 
Score: -17606102.000000 Penalty: 3884.881348
	Iteration 9Q: 3 clusters Score -1.76061e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 140671 members 
Entering Unmasked Estep 
Score: -17609060.000000 Penalty: 3884.881348
	Iteration 10Q: 3 clusters Score -1.760906e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 143153 members 
Entering Unmasked Estep 
Score: -17611174.000000 Penalty: 3884.881348
	Iteration 11Q: 3 clusters Score -1.761117e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 145197 members 
Entering Unmasked Estep 
Score: -17612462.000000 Penalty: 3884.881348
	Iteration 12Q: 3 clusters Score -1.761246e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 146945 members 
Entering Unmasked Estep 
Score: -17613478.000000 Penalty: 3884.881348
	Iteration 13Q: 3 clusters Score -1.761348e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 148478 members 
Entering Unmasked Estep 
Score: -17614376.000000 Penalty: 3884.881348
	Iteration 14Q: 3 clusters Score -1.761438e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 149790 members 
Entering Unmasked Estep 
Score: -17615366.000000 Penalty: 3884.881348
	Iteration 15Q: 3 clusters Score -1.761537e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 150875 members 
Entering Unmasked Estep 
Score: -17616134.000000 Penalty: 3884.881348
	Iteration 16Q: 3 clusters Score -1.761613e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 151807 members 
Entering Unmasked Estep 
Score: -17616710.000000 Penalty: 3884.881348
	Iteration 17Q: 3 clusters Score -1.761671e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 152577 members 
Entering Unmasked Estep 
Score: -17617216.000000 Penalty: 3884.881348
	Iteration 18Q: 3 clusters Score -1.761722e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 153190 members 
Entering Unmasked Estep 
Score: -17617534.000000 Penalty: 3884.881348
	Iteration 19Q: 3 clusters Score -1.761753e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 153657 members 
Entering Unmasked Estep 
Score: -17617802.000000 Penalty: 3884.881348
	Iteration 20F: 3 clusters Score -1.76178e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 153989 members 
Entering Unmasked Estep 
Score: -17618036.000000 Penalty: 3884.881348
	Iteration 21Q: 3 clusters Score -1.761804e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 154237 members 
Entering Unmasked Estep 
Score: -17618200.000000 Penalty: 3884.881348
	Iteration 22Q: 3 clusters Score -1.76182e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 154417 members 
Entering Unmasked Estep 
Score: -17618326.000000 Penalty: 3884.881348
	Iteration 23Q: 3 clusters Score -1.761833e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 154533 members 
Entering Unmasked Estep 
Score: -17618416.000000 Penalty: 3884.881348
	Iteration 24Q: 3 clusters Score -1.761842e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 154604 members 
Entering Unmasked Estep 
Score: -17618452.000000 Penalty: 3884.881348
	Iteration 25Q: 3 clusters Score -1.761845e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 154667 members 
Entering Unmasked Estep 
Score: -17618496.000000 Penalty: 3884.881348
	Iteration 26Q: 3 clusters Score -1.76185e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 154725 members 
Entering Unmasked Estep 
Score: -17618554.000000 Penalty: 3884.881348
	Iteration 27Q: 3 clusters Score -1.761855e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 154769 members 
Entering Unmasked Estep 
Score: -17618600.000000 Penalty: 3884.881348
	Iteration 28Q: 3 clusters Score -1.76186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 154798 members 
Entering Unmasked Estep 
Score: -17618600.000000 Penalty: 3884.881348
	Iteration 29Q: 3 clusters Score -1.76186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 154815 members 
Entering Unmasked Estep 
Score: -17618640.000000 Penalty: 3884.881348
	Iteration 30Q: 3 clusters Score -1.761864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -17618652.000000 Penalty: 3884.881348
	Iteration 31Q: 3 clusters Score -1.761865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 154838 members 
Entering Unmasked Estep 
Score: -17618654.000000 Penalty: 3884.881348
	Iteration 32Q: 3 clusters Score -1.761865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 154850 members 
Entering Unmasked Estep 
Score: -17618666.000000 Penalty: 3884.881348
	Iteration 33Q: 3 clusters Score -1.761867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 154862 members 
Entering Unmasked Estep 
Score: -17618662.000000 Penalty: 3884.881348
	Iteration 34Q: 3 clusters Score -1.761866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 154866 members 
Entering Unmasked Estep 
Score: -17618662.000000 Penalty: 3884.881348
	Iteration 35Q: 3 clusters Score -1.761866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 154866 members 
Entering Unmasked Estep 
Score: -17618672.000000 Penalty: 3884.881348
	Iteration 36Q: 3 clusters Score -1.761867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 154869 members 
Entering Unmasked Estep 
Score: -17618674.000000 Penalty: 3884.881348
	Iteration 37Q: 3 clusters Score -1.761867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 154869 members 
Entering Unmasked Estep 
Score: -17618670.000000 Penalty: 3884.881348
	Iteration 38Q: 3 clusters Score -1.761867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 154869 members 
Entering Unmasked Estep 
Score: -17618670.000000 Penalty: 3884.881348
	Iteration 39Q: 3 clusters Score -1.761867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 154872 members 
Entering Unmasked Estep 
Score: -17618676.000000 Penalty: 3884.881348
	Iteration 40F: 3 clusters Score -1.761868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 154876 members 
Entering Unmasked Estep 
Score: -17618688.000000 Penalty: 3884.881348
	Iteration 41Q: 3 clusters Score -1.761869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 154880 members 
Entering Unmasked Estep 
Score: -17618678.000000 Penalty: 3884.881348
	Iteration 42Q: 3 clusters Score -1.761868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 154880 members 
Entering Unmasked Estep 
Score: -17618682.000000 Penalty: 3884.881348
	Iteration 43Q: 3 clusters Score -1.761868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 154881 members 
Entering Unmasked Estep 
Score: -17618674.000000 Penalty: 3884.881348
	Iteration 44Q: 3 clusters Score -1.761867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 154883 members 
Entering Unmasked Estep 
Score: -17618672.000000 Penalty: 3884.881348
	Iteration 45Q: 3 clusters Score -1.761867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 154883 members 
Entering Unmasked Estep 
Score: -17618672.000000 Penalty: 3884.881348
	Iteration 46F: 3 clusters Score -1.761867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (134816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134816 members 
Entering Unmasked Estep 
Score: -15248989.000000 Penalty: 1919.395752
	Iteration 0F: 2 clusters Score -1.524899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -15159059.000000 Penalty: 3838.791504
	Iteration 0F: 3 clusters Score -1.515906e+07 nChanged 64798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76454 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -15198467.000000 Penalty: 3838.791504
	Iteration 1F: 3 clusters Score -1.519847e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -15201128.000000 Penalty: 3838.791504
	Iteration 2Q: 3 clusters Score -1.520113e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89748 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -15206204.000000 Penalty: 3838.791504
	Iteration 3F: 3 clusters Score -1.52062e+07 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100652 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -15215062.000000 Penalty: 3838.791504
	Iteration 4F: 3 clusters Score -1.521506e+07 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113129 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -15226735.000000 Penalty: 3838.791504
	Iteration 5F: 3 clusters Score -1.522674e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123729 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -15237356.000000 Penalty: 3838.791504
	Iteration 6F: 3 clusters Score -1.523736e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130074 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -15243731.000000 Penalty: 3838.791504
	Iteration 7Q: 3 clusters Score -1.524373e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132626 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -15246299.000000 Penalty: 3838.791504
	Iteration 8Q: 3 clusters Score -1.52463e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133476 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -15247183.000000 Penalty: 3838.791504
	Iteration 9Q: 3 clusters Score -1.524718e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133734 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -15247461.000000 Penalty: 3838.791504
	Iteration 10Q: 3 clusters Score -1.524746e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133851 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -15247585.000000 Penalty: 3838.791504
	Iteration 11Q: 3 clusters Score -1.524758e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133892 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -15247676.000000 Penalty: 3838.791504
	Iteration 12Q: 3 clusters Score -1.524768e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133910 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -15247724.000000 Penalty: 3838.791504
	Iteration 13Q: 3 clusters Score -1.524772e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133920 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -15247742.000000 Penalty: 3838.791504
	Iteration 14Q: 3 clusters Score -1.524774e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133930 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -15247783.000000 Penalty: 3838.791504
	Iteration 15Q: 3 clusters Score -1.524778e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133943 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -15247805.000000 Penalty: 3838.791504
	Iteration 16Q: 3 clusters Score -1.52478e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133950 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -15247800.000000 Penalty: 3838.791504
	Iteration 17Q: 3 clusters Score -1.52478e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133952 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -15247802.000000 Penalty: 3838.791504
	Iteration 18Q: 3 clusters Score -1.52478e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133959 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -15247795.000000 Penalty: 3838.791504
	Iteration 19Q: 3 clusters Score -1.52478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133966 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -15247809.000000 Penalty: 3838.791504
	Iteration 20F: 3 clusters Score -1.524781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133972 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -15247820.000000 Penalty: 3838.791504
	Iteration 21Q: 3 clusters Score -1.524782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133979 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -15247809.000000 Penalty: 3838.791504
	Iteration 22Q: 3 clusters Score -1.524781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133987 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -15247824.000000 Penalty: 3838.791504
	Iteration 23Q: 3 clusters Score -1.524782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133991 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -15247821.000000 Penalty: 3838.791504
	Iteration 24Q: 3 clusters Score -1.524782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133990 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -15247822.000000 Penalty: 3838.791504
	Iteration 25Q: 3 clusters Score -1.524782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133990 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -15247822.000000 Penalty: 3838.791504
	Iteration 26Q: 3 clusters Score -1.524782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133993 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -15247824.000000 Penalty: 3838.791504
	Iteration 27Q: 3 clusters Score -1.524782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133994 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -15247829.000000 Penalty: 3838.791504
	Iteration 28Q: 3 clusters Score -1.524783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133995 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -15247826.000000 Penalty: 3838.791504
	Iteration 29Q: 3 clusters Score -1.524783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133995 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -15247823.000000 Penalty: 3838.791504
	Iteration 30Q: 3 clusters Score -1.524782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133995 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -15247823.000000 Penalty: 3838.791504
	Iteration 31F: 3 clusters Score -1.524782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Entering Unmasked Estep 
Score: -1934567.125000 Penalty: 1580.179443
	Iteration 0F: 2 clusters Score -1934567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1923045.875000 Penalty: 3160.358887
	Iteration 0F: 3 clusters Score -1923046 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1927057.125000 Penalty: 3160.358887
	Iteration 1F: 3 clusters Score -1927057 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1927355.375000 Penalty: 3160.358887
	Iteration 2F: 3 clusters Score -1927355 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1927597.875000 Penalty: 3160.358887
	Iteration 3Q: 3 clusters Score -1927598 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1927813.250000 Penalty: 3160.358887
	Iteration 4Q: 3 clusters Score -1927813 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1928013.125000 Penalty: 3160.358887
	Iteration 5Q: 3 clusters Score -1928013 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1928268.375000 Penalty: 3160.358887
	Iteration 6Q: 3 clusters Score -1928268 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1928624.125000 Penalty: 3160.358887
	Iteration 7Q: 3 clusters Score -1928624 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1929100.500000 Penalty: 3160.358887
	Iteration 8Q: 3 clusters Score -1929100 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1929815.875000 Penalty: 3160.358887
	Iteration 9F: 3 clusters Score -1929816 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1930687.625000 Penalty: 3160.358887
	Iteration 10F: 3 clusters Score -1930688 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1931565.000000 Penalty: 3160.358887
	Iteration 11F: 3 clusters Score -1931565 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1932183.625000 Penalty: 3160.358887
	Iteration 12Q: 3 clusters Score -1932184 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1932575.250000 Penalty: 3160.358887
	Iteration 13Q: 3 clusters Score -1932575 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1932809.000000 Penalty: 3160.358887
	Iteration 14Q: 3 clusters Score -1932809 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1932951.000000 Penalty: 3160.358887
	Iteration 15Q: 3 clusters Score -1932951 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1933034.000000 Penalty: 3160.358887
	Iteration 16Q: 3 clusters Score -1933034 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1933097.625000 Penalty: 3160.358887
	Iteration 17Q: 3 clusters Score -1933098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1933142.125000 Penalty: 3160.358887
	Iteration 18Q: 3 clusters Score -1933142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1933184.750000 Penalty: 3160.358887
	Iteration 19Q: 3 clusters Score -1933185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1933205.000000 Penalty: 3160.358887
	Iteration 20F: 3 clusters Score -1933205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1933221.125000 Penalty: 3160.358887
	Iteration 21Q: 3 clusters Score -1933221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1933238.500000 Penalty: 3160.358887
	Iteration 22Q: 3 clusters Score -1933238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1933250.250000 Penalty: 3160.358887
	Iteration 23Q: 3 clusters Score -1933250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1933253.250000 Penalty: 3160.358887
	Iteration 24Q: 3 clusters Score -1933253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1933256.625000 Penalty: 3160.358887
	Iteration 25Q: 3 clusters Score -1933257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1933256.625000 Penalty: 3160.358887
	Iteration 26Q: 3 clusters Score -1933257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1933257.125000 Penalty: 3160.358887
	Iteration 27Q: 3 clusters Score -1933257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1933261.000000 Penalty: 3160.358887
	Iteration 28Q: 3 clusters Score -1933261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1933265.750000 Penalty: 3160.358887
	Iteration 29Q: 3 clusters Score -1933266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1933266.625000 Penalty: 3160.358887
	Iteration 30Q: 3 clusters Score -1933267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1933270.250000 Penalty: 3160.358887
	Iteration 31Q: 3 clusters Score -1933270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1933272.625000 Penalty: 3160.358887
	Iteration 32Q: 3 clusters Score -1933273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1933278.000000 Penalty: 3160.358887
	Iteration 33Q: 3 clusters Score -1933278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1933281.625000 Penalty: 3160.358887
	Iteration 34Q: 3 clusters Score -1933282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1933285.875000 Penalty: 3160.358887
	Iteration 35Q: 3 clusters Score -1933286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1933285.500000 Penalty: 3160.358887
	Iteration 36Q: 3 clusters Score -1933286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1933289.125000 Penalty: 3160.358887
	Iteration 37Q: 3 clusters Score -1933289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1933289.125000 Penalty: 3160.358887
	Iteration 38Q: 3 clusters Score -1933289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1933291.125000 Penalty: 3160.358887
	Iteration 39Q: 3 clusters Score -1933291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1933291.125000 Penalty: 3160.358887
	Iteration 40F: 3 clusters Score -1933291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Entering Unmasked Estep 
Score: -429987.812500 Penalty: 1346.682495
	Iteration 0F: 2 clusters Score -429987.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -426676.968750 Penalty: 2693.364990
	Iteration 0F: 3 clusters Score -426677 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -427694.500000 Penalty: 2693.364990
	Iteration 1F: 3 clusters Score -427694.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -428095.500000 Penalty: 2693.364990
	Iteration 2F: 3 clusters Score -428095.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -428415.718750 Penalty: 2693.364990
	Iteration 3F: 3 clusters Score -428415.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -428674.312500 Penalty: 2693.364990
	Iteration 4F: 3 clusters Score -428674.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -428875.687500 Penalty: 2693.364990
	Iteration 5F: 3 clusters Score -428875.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -429038.187500 Penalty: 2693.364990
	Iteration 6F: 3 clusters Score -429038.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -429146.531250 Penalty: 2693.364990
	Iteration 7Q: 3 clusters Score -429146.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -429227.000000 Penalty: 2693.364990
	Iteration 8Q: 3 clusters Score -429227 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -429299.156250 Penalty: 2693.364990
	Iteration 9Q: 3 clusters Score -429299.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -429339.875000 Penalty: 2693.364990
	Iteration 10Q: 3 clusters Score -429339.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -429368.218750 Penalty: 2693.364990
	Iteration 11Q: 3 clusters Score -429368.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -429382.687500 Penalty: 2693.364990
	Iteration 12Q: 3 clusters Score -429382.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -429396.562500 Penalty: 2693.364990
	Iteration 13Q: 3 clusters Score -429396.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -429408.250000 Penalty: 2693.364990
	Iteration 14Q: 3 clusters Score -429408.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -429416.625000 Penalty: 2693.364990
	Iteration 15Q: 3 clusters Score -429416.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -429428.906250 Penalty: 2693.364990
	Iteration 16Q: 3 clusters Score -429428.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -429443.125000 Penalty: 2693.364990
	Iteration 17Q: 3 clusters Score -429443.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -429453.875000 Penalty: 2693.364990
	Iteration 18Q: 3 clusters Score -429453.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -429464.250000 Penalty: 2693.364990
	Iteration 19Q: 3 clusters Score -429464.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -429471.843750 Penalty: 2693.364990
	Iteration 20F: 3 clusters Score -429471.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -429478.031250 Penalty: 2693.364990
	Iteration 21Q: 3 clusters Score -429478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -429485.093750 Penalty: 2693.364990
	Iteration 22Q: 3 clusters Score -429485.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -429493.437500 Penalty: 2693.364990
	Iteration 23Q: 3 clusters Score -429493.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -429503.062500 Penalty: 2693.364990
	Iteration 24Q: 3 clusters Score -429503.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -429508.437500 Penalty: 2693.364990
	Iteration 25Q: 3 clusters Score -429508.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -429515.281250 Penalty: 2693.364990
	Iteration 26Q: 3 clusters Score -429515.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -429522.843750 Penalty: 2693.364990
	Iteration 27Q: 3 clusters Score -429522.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -429525.468750 Penalty: 2693.364990
	Iteration 28Q: 3 clusters Score -429525.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -429527.906250 Penalty: 2693.364990
	Iteration 29Q: 3 clusters Score -429527.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -429532.812500 Penalty: 2693.364990
	Iteration 30Q: 3 clusters Score -429532.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -429535.062500 Penalty: 2693.364990
	Iteration 31Q: 3 clusters Score -429535.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -429537.531250 Penalty: 2693.364990
	Iteration 32Q: 3 clusters Score -429537.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -429542.000000 Penalty: 2693.364990
	Iteration 33Q: 3 clusters Score -429542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -429544.312500 Penalty: 2693.364990
	Iteration 34Q: 3 clusters Score -429544.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -429546.031250 Penalty: 2693.364990
	Iteration 35Q: 3 clusters Score -429546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -429547.687500 Penalty: 2693.364990
	Iteration 36Q: 3 clusters Score -429547.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -429549.625000 Penalty: 2693.364990
	Iteration 37Q: 3 clusters Score -429549.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -429552.281250 Penalty: 2693.364990
	Iteration 38Q: 3 clusters Score -429552.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -429553.125000 Penalty: 2693.364990
	Iteration 39Q: 3 clusters Score -429553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -429555.375000 Penalty: 2693.364990
	Iteration 40F: 3 clusters Score -429555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -429556.937500 Penalty: 2693.364990
	Iteration 41Q: 3 clusters Score -429556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -429557.812500 Penalty: 2693.364990
	Iteration 42Q: 3 clusters Score -429557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -429559.312500 Penalty: 2693.364990
	Iteration 43Q: 3 clusters Score -429559.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -429560.000000 Penalty: 2693.364990
	Iteration 44Q: 3 clusters Score -429560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -429560.000000 Penalty: 2693.364990
	Iteration 45F: 3 clusters Score -429560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -391520.687500 Penalty: 1318.772095
	Iteration 0F: 2 clusters Score -391520.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -388602.500000 Penalty: 2637.544189
	Iteration 0F: 3 clusters Score -388602.5 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -389332.750000 Penalty: 2637.544189
	Iteration 1F: 3 clusters Score -389332.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -389496.812500 Penalty: 2637.544189
	Iteration 2F: 3 clusters Score -389496.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -389597.687500 Penalty: 2637.544189
	Iteration 3F: 3 clusters Score -389597.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -389661.312500 Penalty: 2637.544189
	Iteration 4Q: 3 clusters Score -389661.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -389695.968750 Penalty: 2637.544189
	Iteration 5Q: 3 clusters Score -389696 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -389719.312500 Penalty: 2637.544189
	Iteration 6Q: 3 clusters Score -389719.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -389736.781250 Penalty: 2637.544189
	Iteration 7Q: 3 clusters Score -389736.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -389749.187500 Penalty: 2637.544189
	Iteration 8Q: 3 clusters Score -389749.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -389762.375000 Penalty: 2637.544189
	Iteration 9Q: 3 clusters Score -389762.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -389772.343750 Penalty: 2637.544189
	Iteration 10Q: 3 clusters Score -389772.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -389783.500000 Penalty: 2637.544189
	Iteration 11Q: 3 clusters Score -389783.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -389794.968750 Penalty: 2637.544189
	Iteration 12Q: 3 clusters Score -389795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -389806.906250 Penalty: 2637.544189
	Iteration 13Q: 3 clusters Score -389806.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -389817.625000 Penalty: 2637.544189
	Iteration 14Q: 3 clusters Score -389817.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -389834.250000 Penalty: 2637.544189
	Iteration 15Q: 3 clusters Score -389834.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -389853.500000 Penalty: 2637.544189
	Iteration 16Q: 3 clusters Score -389853.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -389874.312500 Penalty: 2637.544189
	Iteration 17Q: 3 clusters Score -389874.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -389896.031250 Penalty: 2637.544189
	Iteration 18Q: 3 clusters Score -389896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -389914.875000 Penalty: 2637.544189
	Iteration 19Q: 3 clusters Score -389914.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -389930.406250 Penalty: 2637.544189
	Iteration 20F: 3 clusters Score -389930.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -389941.718750 Penalty: 2637.544189
	Iteration 21Q: 3 clusters Score -389941.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -389958.031250 Penalty: 2637.544189
	Iteration 22Q: 3 clusters Score -389958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -389977.968750 Penalty: 2637.544189
	Iteration 23Q: 3 clusters Score -389978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -390003.031250 Penalty: 2637.544189
	Iteration 24Q: 3 clusters Score -390003 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -390036.625000 Penalty: 2637.544189
	Iteration 25Q: 3 clusters Score -390036.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -390068.406250 Penalty: 2637.544189
	Iteration 26Q: 3 clusters Score -390068.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -390097.125000 Penalty: 2637.544189
	Iteration 27Q: 3 clusters Score -390097.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -390122.625000 Penalty: 2637.544189
	Iteration 28Q: 3 clusters Score -390122.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -390138.593750 Penalty: 2637.544189
	Iteration 29Q: 3 clusters Score -390138.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -390157.687500 Penalty: 2637.544189
	Iteration 30Q: 3 clusters Score -390157.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -390177.968750 Penalty: 2637.544189
	Iteration 31Q: 3 clusters Score -390178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -390199.437500 Penalty: 2637.544189
	Iteration 32Q: 3 clusters Score -390199.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -390215.031250 Penalty: 2637.544189
	Iteration 33Q: 3 clusters Score -390215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -390226.468750 Penalty: 2637.544189
	Iteration 34Q: 3 clusters Score -390226.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -390234.843750 Penalty: 2637.544189
	Iteration 35Q: 3 clusters Score -390234.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -390240.031250 Penalty: 2637.544189
	Iteration 36Q: 3 clusters Score -390240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -390247.000000 Penalty: 2637.544189
	Iteration 37Q: 3 clusters Score -390247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -390254.812500 Penalty: 2637.544189
	Iteration 38Q: 3 clusters Score -390254.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -390261.781250 Penalty: 2637.544189
	Iteration 39Q: 3 clusters Score -390261.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -390272.375000 Penalty: 2637.544189
	Iteration 40F: 3 clusters Score -390272.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -390276.500000 Penalty: 2637.544189
	Iteration 41Q: 3 clusters Score -390276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -390281.687500 Penalty: 2637.544189
	Iteration 42Q: 3 clusters Score -390281.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -390286.375000 Penalty: 2637.544189
	Iteration 43Q: 3 clusters Score -390286.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -390292.437500 Penalty: 2637.544189
	Iteration 44Q: 3 clusters Score -390292.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -390301.625000 Penalty: 2637.544189
	Iteration 45Q: 3 clusters Score -390301.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -390308.531250 Penalty: 2637.544189
	Iteration 46Q: 3 clusters Score -390308.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -390319.093750 Penalty: 2637.544189
	Iteration 47Q: 3 clusters Score -390319.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -390325.687500 Penalty: 2637.544189
	Iteration 48Q: 3 clusters Score -390325.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -390334.843750 Penalty: 2637.544189
	Iteration 49Q: 3 clusters Score -390334.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -390342.968750 Penalty: 2637.544189
	Iteration 50Q: 3 clusters Score -390343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -390348.312500 Penalty: 2637.544189
	Iteration 51Q: 3 clusters Score -390348.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -390353.812500 Penalty: 2637.544189
	Iteration 52Q: 3 clusters Score -390353.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -390361.093750 Penalty: 2637.544189
	Iteration 53Q: 3 clusters Score -390361.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -390366.968750 Penalty: 2637.544189
	Iteration 54Q: 3 clusters Score -390367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -390372.562500 Penalty: 2637.544189
	Iteration 55Q: 3 clusters Score -390372.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -390375.500000 Penalty: 2637.544189
	Iteration 56Q: 3 clusters Score -390375.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -390383.031250 Penalty: 2637.544189
	Iteration 57Q: 3 clusters Score -390383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -390386.500000 Penalty: 2637.544189
	Iteration 58Q: 3 clusters Score -390386.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -390389.906250 Penalty: 2637.544189
	Iteration 59Q: 3 clusters Score -390389.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -390392.312500 Penalty: 2637.544189
	Iteration 60F: 3 clusters Score -390392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -390394.218750 Penalty: 2637.544189
	Iteration 61Q: 3 clusters Score -390394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -390394.218750 Penalty: 2637.544189
	Iteration 62F: 3 clusters Score -390394.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Entering Unmasked Estep 
Score: -481058.062500 Penalty: 1354.234497
	Iteration 0F: 2 clusters Score -481058.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -477558.750000 Penalty: 2708.468994
	Iteration 0F: 3 clusters Score -477558.8 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -478447.937500 Penalty: 2708.468994
	Iteration 1F: 3 clusters Score -478447.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -478611.656250 Penalty: 2708.468994
	Iteration 2F: 3 clusters Score -478611.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -478718.375000 Penalty: 2708.468994
	Iteration 3Q: 3 clusters Score -478718.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -478795.093750 Penalty: 2708.468994
	Iteration 4Q: 3 clusters Score -478795.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -478861.625000 Penalty: 2708.468994
	Iteration 5Q: 3 clusters Score -478861.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -478904.156250 Penalty: 2708.468994
	Iteration 6Q: 3 clusters Score -478904.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -478944.843750 Penalty: 2708.468994
	Iteration 7Q: 3 clusters Score -478944.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -478989.218750 Penalty: 2708.468994
	Iteration 8Q: 3 clusters Score -478989.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -479047.312500 Penalty: 2708.468994
	Iteration 9Q: 3 clusters Score -479047.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -479089.406250 Penalty: 2708.468994
	Iteration 10Q: 3 clusters Score -479089.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -479129.843750 Penalty: 2708.468994
	Iteration 11Q: 3 clusters Score -479129.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -479185.625000 Penalty: 2708.468994
	Iteration 12Q: 3 clusters Score -479185.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -479245.968750 Penalty: 2708.468994
	Iteration 13Q: 3 clusters Score -479246 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -479291.531250 Penalty: 2708.468994
	Iteration 14Q: 3 clusters Score -479291.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -479343.875000 Penalty: 2708.468994
	Iteration 15Q: 3 clusters Score -479343.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -479394.093750 Penalty: 2708.468994
	Iteration 16Q: 3 clusters Score -479394.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -479451.968750 Penalty: 2708.468994
	Iteration 17Q: 3 clusters Score -479452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -479508.718750 Penalty: 2708.468994
	Iteration 18Q: 3 clusters Score -479508.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -479578.218750 Penalty: 2708.468994
	Iteration 19Q: 3 clusters Score -479578.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -479640.156250 Penalty: 2708.468994
	Iteration 20F: 3 clusters Score -479640.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -479692.875000 Penalty: 2708.468994
	Iteration 21Q: 3 clusters Score -479692.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -479754.156250 Penalty: 2708.468994
	Iteration 22Q: 3 clusters Score -479754.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -479784.812500 Penalty: 2708.468994
	Iteration 23Q: 3 clusters Score -479784.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -479808.843750 Penalty: 2708.468994
	Iteration 24Q: 3 clusters Score -479808.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -479819.156250 Penalty: 2708.468994
	Iteration 25Q: 3 clusters Score -479819.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -479828.093750 Penalty: 2708.468994
	Iteration 26Q: 3 clusters Score -479828.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -479838.000000 Penalty: 2708.468994
	Iteration 27Q: 3 clusters Score -479838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -479847.468750 Penalty: 2708.468994
	Iteration 28Q: 3 clusters Score -479847.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -479854.656250 Penalty: 2708.468994
	Iteration 29Q: 3 clusters Score -479854.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -479859.343750 Penalty: 2708.468994
	Iteration 30Q: 3 clusters Score -479859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -479861.156250 Penalty: 2708.468994
	Iteration 31Q: 3 clusters Score -479861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -479863.593750 Penalty: 2708.468994
	Iteration 32Q: 3 clusters Score -479863.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -479865.000000 Penalty: 2708.468994
	Iteration 33Q: 3 clusters Score -479865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -479865.937500 Penalty: 2708.468994
	Iteration 34Q: 3 clusters Score -479865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -479866.218750 Penalty: 2708.468994
	Iteration 35Q: 3 clusters Score -479866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -479866.343750 Penalty: 2708.468994
	Iteration 36Q: 3 clusters Score -479866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -479867.187500 Penalty: 2708.468994
	Iteration 37Q: 3 clusters Score -479867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -479869.156250 Penalty: 2708.468994
	Iteration 38Q: 3 clusters Score -479869.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -479869.156250 Penalty: 2708.468994
	Iteration 39F: 3 clusters Score -479869.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -238173.421875 Penalty: 1254.719116
	Iteration 0F: 2 clusters Score -238173.4 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 1129 members 
Entering Unmasked Estep 
Score: -235939.984375 Penalty: 2509.438232
	Iteration 0F: 3 clusters Score -235940 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -236666.640625 Penalty: 2509.438232
	Iteration 1F: 3 clusters Score -236666.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -237374.859375 Penalty: 2509.438232
	Iteration 2F: 3 clusters Score -237374.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -238245.625000 Penalty: 2509.438232
	Iteration 3F: 3 clusters Score -238245.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -238687.765625 Penalty: 2509.438232
	Iteration 4F: 3 clusters Score -238687.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -238869.312500 Penalty: 2509.438232
	Iteration 5F: 3 clusters Score -238869.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -238956.265625 Penalty: 2509.438232
	Iteration 6Q: 3 clusters Score -238956.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -238985.000000 Penalty: 2509.438232
	Iteration 7Q: 3 clusters Score -238985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -238997.218750 Penalty: 2509.438232
	Iteration 8Q: 3 clusters Score -238997.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -239010.828125 Penalty: 2509.438232
	Iteration 9Q: 3 clusters Score -239010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -239022.156250 Penalty: 2509.438232
	Iteration 10Q: 3 clusters Score -239022.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -239035.750000 Penalty: 2509.438232
	Iteration 11Q: 3 clusters Score -239035.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -239038.437500 Penalty: 2509.438232
	Iteration 12Q: 3 clusters Score -239038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -239039.234375 Penalty: 2509.438232
	Iteration 13Q: 3 clusters Score -239039.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -239039.234375 Penalty: 2509.438232
	Iteration 14F: 3 clusters Score -239039.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 16554 members 
Mstep: Class 3 contains 15472 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 155357 members 
Mstep: Class 6 contains 134816 members 
Mstep: Class 7 contains 16717 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 10 contains 4162 members 
Mstep: Class 11 contains 472 members 
Mstep: Class 12 contains 9571 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 14 contains 46495 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 202 members 
Mstep: Class 18 contains 33912 members 
Mstep: Class 19 contains 90004 members 
Mstep: Class 20 contains 39209 members 
Mstep: Class 21 contains 10012 members 
Mstep: Class 22 contains 137731 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 77264 members 
Mstep: Class 26 contains 89563 members 
Mstep: Class 27 contains 1784 members 
Entering Unmasked Estep 
Score: -102100872.000000 Penalty: 60205.453125
Splitting cluster 11 changes total score from -102101624.000000 to -102100872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Entering Unmasked Estep 
Score: -1107526.750000 Penalty: 1489.555176
	Iteration 0F: 2 clusters Score -1107527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1100579.000000 Penalty: 2979.110352
	Iteration 0F: 3 clusters Score -1100579 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1102770.625000 Penalty: 2979.110352
	Iteration 1F: 3 clusters Score -1102771 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1103054.000000 Penalty: 2979.110352
	Iteration 2F: 3 clusters Score -1103054 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1103288.625000 Penalty: 2979.110352
	Iteration 3F: 3 clusters Score -1103289 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1103482.000000 Penalty: 2979.110352
	Iteration 4Q: 3 clusters Score -1103482 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1103694.125000 Penalty: 2979.110352
	Iteration 5Q: 3 clusters Score -1103694 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1103954.000000 Penalty: 2979.110352
	Iteration 6Q: 3 clusters Score -1103954 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1104275.875000 Penalty: 2979.110352
	Iteration 7Q: 3 clusters Score -1104276 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1104659.750000 Penalty: 2979.110352
	Iteration 8F: 3 clusters Score -1104660 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1105065.250000 Penalty: 2979.110352
	Iteration 9Q: 3 clusters Score -1105065 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1105447.500000 Penalty: 2979.110352
	Iteration 10Q: 3 clusters Score -1105448 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1105743.375000 Penalty: 2979.110352
	Iteration 11Q: 3 clusters Score -1105743 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1105925.125000 Penalty: 2979.110352
	Iteration 12Q: 3 clusters Score -1105925 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1106049.125000 Penalty: 2979.110352
	Iteration 13Q: 3 clusters Score -1106049 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1106118.250000 Penalty: 2979.110352
	Iteration 14Q: 3 clusters Score -1106118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1106174.375000 Penalty: 2979.110352
	Iteration 15Q: 3 clusters Score -1106174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1106203.250000 Penalty: 2979.110352
	Iteration 16Q: 3 clusters Score -1106203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1106212.250000 Penalty: 2979.110352
	Iteration 17Q: 3 clusters Score -1106212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1106223.125000 Penalty: 2979.110352
	Iteration 18Q: 3 clusters Score -1106223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1106231.875000 Penalty: 2979.110352
	Iteration 19Q: 3 clusters Score -1106232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1106237.875000 Penalty: 2979.110352
	Iteration 20F: 3 clusters Score -1106238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1106245.000000 Penalty: 2979.110352
	Iteration 21Q: 3 clusters Score -1106245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1106248.250000 Penalty: 2979.110352
	Iteration 22Q: 3 clusters Score -1106248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1106250.125000 Penalty: 2979.110352
	Iteration 23Q: 3 clusters Score -1106250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1106253.250000 Penalty: 2979.110352
	Iteration 24Q: 3 clusters Score -1106253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1106257.375000 Penalty: 2979.110352
	Iteration 25Q: 3 clusters Score -1106257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1106257.750000 Penalty: 2979.110352
	Iteration 26Q: 3 clusters Score -1106258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1106259.250000 Penalty: 2979.110352
	Iteration 27Q: 3 clusters Score -1106259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1106259.250000 Penalty: 2979.110352
	Iteration 28F: 3 clusters Score -1106259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Entering Unmasked Estep 
Score: -355168.281250 Penalty: 1306.938721
	Iteration 0F: 2 clusters Score -355168.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -352359.781250 Penalty: 2613.877441
	Iteration 0F: 3 clusters Score -352359.8 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -353030.250000 Penalty: 2613.877441
	Iteration 1F: 3 clusters Score -353030.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -353178.500000 Penalty: 2613.877441
	Iteration 2F: 3 clusters Score -353178.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -353284.125000 Penalty: 2613.877441
	Iteration 3F: 3 clusters Score -353284.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -353363.437500 Penalty: 2613.877441
	Iteration 4Q: 3 clusters Score -353363.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -353452.437500 Penalty: 2613.877441
	Iteration 5Q: 3 clusters Score -353452.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -353549.187500 Penalty: 2613.877441
	Iteration 6Q: 3 clusters Score -353549.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -353629.750000 Penalty: 2613.877441
	Iteration 7Q: 3 clusters Score -353629.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -353700.062500 Penalty: 2613.877441
	Iteration 8Q: 3 clusters Score -353700.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -353763.937500 Penalty: 2613.877441
	Iteration 9Q: 3 clusters Score -353763.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -353815.906250 Penalty: 2613.877441
	Iteration 10Q: 3 clusters Score -353815.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -353854.843750 Penalty: 2613.877441
	Iteration 11Q: 3 clusters Score -353854.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -353889.781250 Penalty: 2613.877441
	Iteration 12Q: 3 clusters Score -353889.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -353913.593750 Penalty: 2613.877441
	Iteration 13Q: 3 clusters Score -353913.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -353932.750000 Penalty: 2613.877441
	Iteration 14Q: 3 clusters Score -353932.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -353952.875000 Penalty: 2613.877441
	Iteration 15Q: 3 clusters Score -353952.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -353968.562500 Penalty: 2613.877441
	Iteration 16Q: 3 clusters Score -353968.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -353982.125000 Penalty: 2613.877441
	Iteration 17Q: 3 clusters Score -353982.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -353992.656250 Penalty: 2613.877441
	Iteration 18Q: 3 clusters Score -353992.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -354006.593750 Penalty: 2613.877441
	Iteration 19Q: 3 clusters Score -354006.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -354022.406250 Penalty: 2613.877441
	Iteration 20F: 3 clusters Score -354022.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -354038.187500 Penalty: 2613.877441
	Iteration 21Q: 3 clusters Score -354038.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -354057.875000 Penalty: 2613.877441
	Iteration 22Q: 3 clusters Score -354057.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -354077.500000 Penalty: 2613.877441
	Iteration 23Q: 3 clusters Score -354077.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -354089.906250 Penalty: 2613.877441
	Iteration 24Q: 3 clusters Score -354089.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -354098.718750 Penalty: 2613.877441
	Iteration 25Q: 3 clusters Score -354098.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -354111.062500 Penalty: 2613.877441
	Iteration 26Q: 3 clusters Score -354111.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -354117.625000 Penalty: 2613.877441
	Iteration 27Q: 3 clusters Score -354117.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -354121.187500 Penalty: 2613.877441
	Iteration 28Q: 3 clusters Score -354121.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -354124.156250 Penalty: 2613.877441
	Iteration 29Q: 3 clusters Score -354124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -354125.312500 Penalty: 2613.877441
	Iteration 30Q: 3 clusters Score -354125.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -354126.125000 Penalty: 2613.877441
	Iteration 31Q: 3 clusters Score -354126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -354126.656250 Penalty: 2613.877441
	Iteration 32Q: 3 clusters Score -354126.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -354127.812500 Penalty: 2613.877441
	Iteration 33Q: 3 clusters Score -354127.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -354128.937500 Penalty: 2613.877441
	Iteration 34Q: 3 clusters Score -354128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -354130.531250 Penalty: 2613.877441
	Iteration 35Q: 3 clusters Score -354130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -354130.812500 Penalty: 2613.877441
	Iteration 36Q: 3 clusters Score -354130.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -354132.468750 Penalty: 2613.877441
	Iteration 37Q: 3 clusters Score -354132.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -354134.156250 Penalty: 2613.877441
	Iteration 38Q: 3 clusters Score -354134.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -354134.437500 Penalty: 2613.877441
	Iteration 39Q: 3 clusters Score -354134.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -354136.031250 Penalty: 2613.877441
	Iteration 40F: 3 clusters Score -354136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -354136.843750 Penalty: 2613.877441
	Iteration 41Q: 3 clusters Score -354136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -354138.875000 Penalty: 2613.877441
	Iteration 42Q: 3 clusters Score -354138.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -354140.062500 Penalty: 2613.877441
	Iteration 43Q: 3 clusters Score -354140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -354141.156250 Penalty: 2613.877441
	Iteration 44Q: 3 clusters Score -354141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -354142.250000 Penalty: 2613.877441
	Iteration 45Q: 3 clusters Score -354142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -354141.937500 Penalty: 2613.877441
	Iteration 46Q: 3 clusters Score -354141.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -354141.937500 Penalty: 2613.877441
	Iteration 47F: 3 clusters Score -354141.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Entering Unmasked Estep 
Score: -5333779.000000 Penalty: 1746.403687
	Iteration 0F: 2 clusters Score -5333779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -5302711.000000 Penalty: 3492.807373
	Iteration 0F: 3 clusters Score -5302711 nChanged 21780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -5314914.500000 Penalty: 3492.807373
	Iteration 1F: 3 clusters Score -5314914 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -5315458.000000 Penalty: 3492.807373
	Iteration 2Q: 3 clusters Score -5315458 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -5316067.500000 Penalty: 3492.807373
	Iteration 3Q: 3 clusters Score -5316068 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -5316737.500000 Penalty: 3492.807373
	Iteration 4Q: 3 clusters Score -5316738 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -5317727.500000 Penalty: 3492.807373
	Iteration 5Q: 3 clusters Score -5317728 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -5318974.000000 Penalty: 3492.807373
	Iteration 6F: 3 clusters Score -5318974 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -5320742.500000 Penalty: 3492.807373
	Iteration 7F: 3 clusters Score -5320742 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -5322862.000000 Penalty: 3492.807373
	Iteration 8F: 3 clusters Score -5322862 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -5325053.000000 Penalty: 3492.807373
	Iteration 9F: 3 clusters Score -5325053 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -5326864.500000 Penalty: 3492.807373
	Iteration 10Q: 3 clusters Score -5326864 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -5328238.000000 Penalty: 3492.807373
	Iteration 11Q: 3 clusters Score -5328238 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -5329098.500000 Penalty: 3492.807373
	Iteration 12Q: 3 clusters Score -5329098 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -5329719.000000 Penalty: 3492.807373
	Iteration 13Q: 3 clusters Score -5329719 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -5330191.000000 Penalty: 3492.807373
	Iteration 14Q: 3 clusters Score -5330191 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -5330615.500000 Penalty: 3492.807373
	Iteration 15Q: 3 clusters Score -5330616 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -5331043.000000 Penalty: 3492.807373
	Iteration 16Q: 3 clusters Score -5331043 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -5331373.000000 Penalty: 3492.807373
	Iteration 17Q: 3 clusters Score -5331373 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -5331697.500000 Penalty: 3492.807373
	Iteration 18Q: 3 clusters Score -5331698 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -5331964.000000 Penalty: 3492.807373
	Iteration 19Q: 3 clusters Score -5331964 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -5332155.500000 Penalty: 3492.807373
	Iteration 20F: 3 clusters Score -5332156 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -5332331.000000 Penalty: 3492.807373
	Iteration 21Q: 3 clusters Score -5332331 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -5332456.000000 Penalty: 3492.807373
	Iteration 22Q: 3 clusters Score -5332456 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -5332531.500000 Penalty: 3492.807373
	Iteration 23Q: 3 clusters Score -5332532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -5332569.500000 Penalty: 3492.807373
	Iteration 24Q: 3 clusters Score -5332570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -5332594.000000 Penalty: 3492.807373
	Iteration 25Q: 3 clusters Score -5332594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -5332615.500000 Penalty: 3492.807373
	Iteration 26Q: 3 clusters Score -5332616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -5332623.000000 Penalty: 3492.807373
	Iteration 27Q: 3 clusters Score -5332623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -5332636.000000 Penalty: 3492.807373
	Iteration 28Q: 3 clusters Score -5332636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -5332643.500000 Penalty: 3492.807373
	Iteration 29Q: 3 clusters Score -5332644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -5332645.500000 Penalty: 3492.807373
	Iteration 30Q: 3 clusters Score -5332646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -5332648.500000 Penalty: 3492.807373
	Iteration 31Q: 3 clusters Score -5332648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -5332649.000000 Penalty: 3492.807373
	Iteration 32Q: 3 clusters Score -5332649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -5332651.500000 Penalty: 3492.807373
	Iteration 33Q: 3 clusters Score -5332652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -5332662.500000 Penalty: 3492.807373
	Iteration 34Q: 3 clusters Score -5332662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -5332661.000000 Penalty: 3492.807373
	Iteration 35Q: 3 clusters Score -5332661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -5332662.500000 Penalty: 3492.807373
	Iteration 36Q: 3 clusters Score -5332662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -5332659.500000 Penalty: 3492.807373
	Iteration 37Q: 3 clusters Score -5332660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -5332664.500000 Penalty: 3492.807373
	Iteration 38Q: 3 clusters Score -5332664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -5332664.000000 Penalty: 3492.807373
	Iteration 39Q: 3 clusters Score -5332664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -5332666.500000 Penalty: 3492.807373
	Iteration 40F: 3 clusters Score -5332666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -5332669.500000 Penalty: 3492.807373
	Iteration 41Q: 3 clusters Score -5332670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -5332665.000000 Penalty: 3492.807373
	Iteration 42Q: 3 clusters Score -5332665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -5332665.000000 Penalty: 3492.807373
	Iteration 43Q: 3 clusters Score -5332665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -5332661.500000 Penalty: 3492.807373
	Iteration 44Q: 3 clusters Score -5332662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -5332661.500000 Penalty: 3492.807373
	Iteration 45F: 3 clusters Score -5332662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Entering Unmasked Estep 
Score: -424031.906250 Penalty: 1333.081421
	Iteration 0F: 2 clusters Score -424031.9 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 1810 members 
Entering Unmasked Estep 
Score: -420870.875000 Penalty: 2666.162842
	Iteration 0F: 3 clusters Score -420870.9 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -421668.968750 Penalty: 2666.162842
	Iteration 1F: 3 clusters Score -421669 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -421805.250000 Penalty: 2666.162842
	Iteration 2F: 3 clusters Score -421805.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -421890.625000 Penalty: 2666.162842
	Iteration 3Q: 3 clusters Score -421890.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -421954.125000 Penalty: 2666.162842
	Iteration 4Q: 3 clusters Score -421954.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -421991.125000 Penalty: 2666.162842
	Iteration 5Q: 3 clusters Score -421991.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -422029.343750 Penalty: 2666.162842
	Iteration 6Q: 3 clusters Score -422029.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -422064.343750 Penalty: 2666.162842
	Iteration 7Q: 3 clusters Score -422064.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -422096.156250 Penalty: 2666.162842
	Iteration 8Q: 3 clusters Score -422096.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -422137.125000 Penalty: 2666.162842
	Iteration 9Q: 3 clusters Score -422137.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -422184.781250 Penalty: 2666.162842
	Iteration 10Q: 3 clusters Score -422184.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -422229.218750 Penalty: 2666.162842
	Iteration 11Q: 3 clusters Score -422229.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -422263.218750 Penalty: 2666.162842
	Iteration 12Q: 3 clusters Score -422263.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -422299.843750 Penalty: 2666.162842
	Iteration 13Q: 3 clusters Score -422299.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -422333.187500 Penalty: 2666.162842
	Iteration 14Q: 3 clusters Score -422333.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -422376.531250 Penalty: 2666.162842
	Iteration 15Q: 3 clusters Score -422376.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -422421.281250 Penalty: 2666.162842
	Iteration 16Q: 3 clusters Score -422421.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -422461.906250 Penalty: 2666.162842
	Iteration 17Q: 3 clusters Score -422461.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -422508.687500 Penalty: 2666.162842
	Iteration 18Q: 3 clusters Score -422508.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -422560.000000 Penalty: 2666.162842
	Iteration 19Q: 3 clusters Score -422560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -422608.812500 Penalty: 2666.162842
	Iteration 20F: 3 clusters Score -422608.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -422648.781250 Penalty: 2666.162842
	Iteration 21Q: 3 clusters Score -422648.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -422686.812500 Penalty: 2666.162842
	Iteration 22Q: 3 clusters Score -422686.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -422715.250000 Penalty: 2666.162842
	Iteration 23Q: 3 clusters Score -422715.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -422744.656250 Penalty: 2666.162842
	Iteration 24Q: 3 clusters Score -422744.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -422774.125000 Penalty: 2666.162842
	Iteration 25Q: 3 clusters Score -422774.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -422803.968750 Penalty: 2666.162842
	Iteration 26Q: 3 clusters Score -422804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -422841.625000 Penalty: 2666.162842
	Iteration 27Q: 3 clusters Score -422841.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -422864.906250 Penalty: 2666.162842
	Iteration 28Q: 3 clusters Score -422864.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -422884.750000 Penalty: 2666.162842
	Iteration 29Q: 3 clusters Score -422884.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -422909.125000 Penalty: 2666.162842
	Iteration 30Q: 3 clusters Score -422909.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -422929.656250 Penalty: 2666.162842
	Iteration 31Q: 3 clusters Score -422929.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -422944.562500 Penalty: 2666.162842
	Iteration 32Q: 3 clusters Score -422944.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -422960.468750 Penalty: 2666.162842
	Iteration 33Q: 3 clusters Score -422960.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -422979.062500 Penalty: 2666.162842
	Iteration 34Q: 3 clusters Score -422979.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -422994.437500 Penalty: 2666.162842
	Iteration 35Q: 3 clusters Score -422994.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -423000.062500 Penalty: 2666.162842
	Iteration 36Q: 3 clusters Score -423000.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -423006.031250 Penalty: 2666.162842
	Iteration 37Q: 3 clusters Score -423006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -423009.781250 Penalty: 2666.162842
	Iteration 38Q: 3 clusters Score -423009.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -423012.687500 Penalty: 2666.162842
	Iteration 39Q: 3 clusters Score -423012.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -423015.343750 Penalty: 2666.162842
	Iteration 40F: 3 clusters Score -423015.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -423019.000000 Penalty: 2666.162842
	Iteration 41Q: 3 clusters Score -423019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -423023.718750 Penalty: 2666.162842
	Iteration 42Q: 3 clusters Score -423023.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -423028.375000 Penalty: 2666.162842
	Iteration 43Q: 3 clusters Score -423028.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -423031.750000 Penalty: 2666.162842
	Iteration 44Q: 3 clusters Score -423031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -423033.031250 Penalty: 2666.162842
	Iteration 45Q: 3 clusters Score -423033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -423033.781250 Penalty: 2666.162842
	Iteration 46Q: 3 clusters Score -423033.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -423033.781250 Penalty: 2666.162842
	Iteration 47F: 3 clusters Score -423033.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -185507.671875 Penalty: 1207.586182
	Iteration 0F: 2 clusters Score -185507.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -183619.218750 Penalty: 2415.172363
	Iteration 0F: 3 clusters Score -183619.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -184030.718750 Penalty: 2415.172363
	Iteration 1F: 3 clusters Score -184030.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -184130.406250 Penalty: 2415.172363
	Iteration 2F: 3 clusters Score -184130.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -184211.281250 Penalty: 2415.172363
	Iteration 3Q: 3 clusters Score -184211.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -184299.406250 Penalty: 2415.172363
	Iteration 4Q: 3 clusters Score -184299.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -184403.406250 Penalty: 2415.172363
	Iteration 5Q: 3 clusters Score -184403.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -184479.140625 Penalty: 2415.172363
	Iteration 6Q: 3 clusters Score -184479.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -184534.796875 Penalty: 2415.172363
	Iteration 7Q: 3 clusters Score -184534.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -184579.062500 Penalty: 2415.172363
	Iteration 8Q: 3 clusters Score -184579.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -184599.984375 Penalty: 2415.172363
	Iteration 9Q: 3 clusters Score -184600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -184611.109375 Penalty: 2415.172363
	Iteration 10Q: 3 clusters Score -184611.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -184619.937500 Penalty: 2415.172363
	Iteration 11Q: 3 clusters Score -184619.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -184625.203125 Penalty: 2415.172363
	Iteration 12Q: 3 clusters Score -184625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -184628.968750 Penalty: 2415.172363
	Iteration 13Q: 3 clusters Score -184629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -184630.515625 Penalty: 2415.172363
	Iteration 14Q: 3 clusters Score -184630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -184632.187500 Penalty: 2415.172363
	Iteration 15Q: 3 clusters Score -184632.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -184633.703125 Penalty: 2415.172363
	Iteration 16Q: 3 clusters Score -184633.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -184634.968750 Penalty: 2415.172363
	Iteration 17Q: 3 clusters Score -184635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -184636.750000 Penalty: 2415.172363
	Iteration 18Q: 3 clusters Score -184636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -184639.968750 Penalty: 2415.172363
	Iteration 19Q: 3 clusters Score -184640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -184643.687500 Penalty: 2415.172363
	Iteration 20F: 3 clusters Score -184643.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -184646.546875 Penalty: 2415.172363
	Iteration 21Q: 3 clusters Score -184646.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -184650.375000 Penalty: 2415.172363
	Iteration 22Q: 3 clusters Score -184650.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -184654.375000 Penalty: 2415.172363
	Iteration 23Q: 3 clusters Score -184654.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -184658.359375 Penalty: 2415.172363
	Iteration 24Q: 3 clusters Score -184658.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -184661.828125 Penalty: 2415.172363
	Iteration 25Q: 3 clusters Score -184661.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -184664.218750 Penalty: 2415.172363
	Iteration 26Q: 3 clusters Score -184664.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -184665.218750 Penalty: 2415.172363
	Iteration 27Q: 3 clusters Score -184665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -184666.593750 Penalty: 2415.172363
	Iteration 28Q: 3 clusters Score -184666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -184667.640625 Penalty: 2415.172363
	Iteration 29Q: 3 clusters Score -184667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -184668.765625 Penalty: 2415.172363
	Iteration 30Q: 3 clusters Score -184668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -184669.484375 Penalty: 2415.172363
	Iteration 31Q: 3 clusters Score -184669.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -184669.484375 Penalty: 2415.172363
	Iteration 32F: 3 clusters Score -184669.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -18112.013672 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -18112.01 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: -17405.333984 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -17405.33 nChanged 41
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: -17507.896484 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -17507.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17553.316406 Penalty: 1725.187012
	Iteration 2F: 3 clusters Score -17553.32 nChanged 9
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: -17591.027344 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -17591.03 nChanged 4
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: -17613.595703 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -17613.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -17628.097656 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -17628.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -17628.097656 Penalty: 1725.187012
	Iteration 6F: 3 clusters Score -17628.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Entering Unmasked Estep 
Score: -3993625.750000 Penalty: 1695.122681
	Iteration 0F: 2 clusters Score -3993626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3970880.000000 Penalty: 3390.245361
	Iteration 0F: 3 clusters Score -3970880 nChanged 15687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3979368.750000 Penalty: 3390.245361
	Iteration 1F: 3 clusters Score -3979369 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3979654.500000 Penalty: 3390.245361
	Iteration 2Q: 3 clusters Score -3979654 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3979911.500000 Penalty: 3390.245361
	Iteration 3Q: 3 clusters Score -3979912 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -3980107.000000 Penalty: 3390.245361
	Iteration 4Q: 3 clusters Score -3980107 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3980271.500000 Penalty: 3390.245361
	Iteration 5Q: 3 clusters Score -3980272 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -3980437.500000 Penalty: 3390.245361
	Iteration 6Q: 3 clusters Score -3980438 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3980605.500000 Penalty: 3390.245361
	Iteration 7Q: 3 clusters Score -3980606 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -3980861.000000 Penalty: 3390.245361
	Iteration 8Q: 3 clusters Score -3980861 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3981185.000000 Penalty: 3390.245361
	Iteration 9Q: 3 clusters Score -3981185 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3981716.750000 Penalty: 3390.245361
	Iteration 10Q: 3 clusters Score -3981717 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -3982685.000000 Penalty: 3390.245361
	Iteration 11F: 3 clusters Score -3982685 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -3984370.250000 Penalty: 3390.245361
	Iteration 12F: 3 clusters Score -3984370 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3986777.500000 Penalty: 3390.245361
	Iteration 13F: 3 clusters Score -3986778 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -3989238.500000 Penalty: 3390.245361
	Iteration 14F: 3 clusters Score -3989238 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -3990906.750000 Penalty: 3390.245361
	Iteration 15Q: 3 clusters Score -3990907 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -3991683.250000 Penalty: 3390.245361
	Iteration 16Q: 3 clusters Score -3991683 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -3991920.000000 Penalty: 3390.245361
	Iteration 17Q: 3 clusters Score -3991920 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -3992020.750000 Penalty: 3390.245361
	Iteration 18Q: 3 clusters Score -3992021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -3992071.500000 Penalty: 3390.245361
	Iteration 19Q: 3 clusters Score -3992072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -3992092.750000 Penalty: 3390.245361
	Iteration 20F: 3 clusters Score -3992093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -3992101.250000 Penalty: 3390.245361
	Iteration 21Q: 3 clusters Score -3992101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -3992111.250000 Penalty: 3390.245361
	Iteration 22Q: 3 clusters Score -3992111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -3992114.500000 Penalty: 3390.245361
	Iteration 23Q: 3 clusters Score -3992114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -3992127.750000 Penalty: 3390.245361
	Iteration 24Q: 3 clusters Score -3992128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -3992129.000000 Penalty: 3390.245361
	Iteration 25Q: 3 clusters Score -3992129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -3992131.500000 Penalty: 3390.245361
	Iteration 26Q: 3 clusters Score -3992132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -3992131.500000 Penalty: 3390.245361
	Iteration 27F: 3 clusters Score -3992132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (90004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90004 members 
Entering Unmasked Estep 
Score: -10386582.000000 Penalty: 1853.736450
	Iteration 0F: 2 clusters Score -1.038658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -10327398.000000 Penalty: 3707.472900
	Iteration 0F: 3 clusters Score -1.03274e+07 nChanged 43029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -10353177.000000 Penalty: 3707.472900
	Iteration 1F: 3 clusters Score -1.035318e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -10355191.000000 Penalty: 3707.472900
	Iteration 2Q: 3 clusters Score -1.035519e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -10358693.000000 Penalty: 3707.472900
	Iteration 3F: 3 clusters Score -1.035869e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -10364933.000000 Penalty: 3707.472900
	Iteration 4F: 3 clusters Score -1.036493e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
Score: -10373333.000000 Penalty: 3707.472900
	Iteration 5F: 3 clusters Score -1.037333e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -10380314.000000 Penalty: 3707.472900
	Iteration 6F: 3 clusters Score -1.038031e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 88427 members 
Entering Unmasked Estep 
Score: -10383552.000000 Penalty: 3707.472900
	Iteration 7Q: 3 clusters Score -1.038355e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 89554 members 
Entering Unmasked Estep 
Score: -10384547.000000 Penalty: 3707.472900
	Iteration 8Q: 3 clusters Score -1.038455e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -10384823.000000 Penalty: 3707.472900
	Iteration 9Q: 3 clusters Score -1.038482e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 89836 members 
Entering Unmasked Estep 
Score: -10384922.000000 Penalty: 3707.472900
	Iteration 10Q: 3 clusters Score -1.038492e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 89841 members 
Entering Unmasked Estep 
Score: -10384961.000000 Penalty: 3707.472900
	Iteration 11Q: 3 clusters Score -1.038496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
Score: -10384972.000000 Penalty: 3707.472900
	Iteration 12Q: 3 clusters Score -1.038497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 89848 members 
Entering Unmasked Estep 
Score: -10384979.000000 Penalty: 3707.472900
	Iteration 13Q: 3 clusters Score -1.038498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 89851 members 
Entering Unmasked Estep 
Score: -10384987.000000 Penalty: 3707.472900
	Iteration 14Q: 3 clusters Score -1.038499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 89853 members 
Entering Unmasked Estep 
Score: -10384994.000000 Penalty: 3707.472900
	Iteration 15Q: 3 clusters Score -1.038499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 89853 members 
Entering Unmasked Estep 
Score: -10384994.000000 Penalty: 3707.472900
	Iteration 16F: 3 clusters Score -1.038499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Entering Unmasked Estep 
Score: -4344290.500000 Penalty: 1718.707642
	Iteration 0F: 2 clusters Score -4344290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -4317973.500000 Penalty: 3437.415283
	Iteration 0F: 3 clusters Score -4317974 nChanged 18280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -4328078.500000 Penalty: 3437.415283
	Iteration 1F: 3 clusters Score -4328078 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4328504.000000 Penalty: 3437.415283
	Iteration 2Q: 3 clusters Score -4328504 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -4328877.500000 Penalty: 3437.415283
	Iteration 3Q: 3 clusters Score -4328878 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -4329284.000000 Penalty: 3437.415283
	Iteration 4Q: 3 clusters Score -4329284 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -4329809.000000 Penalty: 3437.415283
	Iteration 5Q: 3 clusters Score -4329809 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -4330458.000000 Penalty: 3437.415283
	Iteration 6Q: 3 clusters Score -4330458 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -4331412.000000 Penalty: 3437.415283
	Iteration 7Q: 3 clusters Score -4331412 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -4332729.500000 Penalty: 3437.415283
	Iteration 8F: 3 clusters Score -4332730 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -4334603.500000 Penalty: 3437.415283
	Iteration 9F: 3 clusters Score -4334604 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -4336750.500000 Penalty: 3437.415283
	Iteration 10F: 3 clusters Score -4336750 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -4338709.500000 Penalty: 3437.415283
	Iteration 11F: 3 clusters Score -4338710 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -4340121.000000 Penalty: 3437.415283
	Iteration 12Q: 3 clusters Score -4340121 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -4341020.000000 Penalty: 3437.415283
	Iteration 13Q: 3 clusters Score -4341020 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4341597.000000 Penalty: 3437.415283
	Iteration 14Q: 3 clusters Score -4341597 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4341941.000000 Penalty: 3437.415283
	Iteration 15Q: 3 clusters Score -4341941 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4342204.000000 Penalty: 3437.415283
	Iteration 16Q: 3 clusters Score -4342204 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4342375.000000 Penalty: 3437.415283
	Iteration 17Q: 3 clusters Score -4342375 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4342514.500000 Penalty: 3437.415283
	Iteration 18Q: 3 clusters Score -4342514 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4342632.500000 Penalty: 3437.415283
	Iteration 19Q: 3 clusters Score -4342632 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4342731.500000 Penalty: 3437.415283
	Iteration 20F: 3 clusters Score -4342732 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4342816.500000 Penalty: 3437.415283
	Iteration 21Q: 3 clusters Score -4342816 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4342896.000000 Penalty: 3437.415283
	Iteration 22Q: 3 clusters Score -4342896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4342942.500000 Penalty: 3437.415283
	Iteration 23Q: 3 clusters Score -4342942 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4342982.500000 Penalty: 3437.415283
	Iteration 24Q: 3 clusters Score -4342982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4343018.500000 Penalty: 3437.415283
	Iteration 25Q: 3 clusters Score -4343018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4343047.000000 Penalty: 3437.415283
	Iteration 26Q: 3 clusters Score -4343047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4343067.000000 Penalty: 3437.415283
	Iteration 27Q: 3 clusters Score -4343067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4343077.000000 Penalty: 3437.415283
	Iteration 28Q: 3 clusters Score -4343077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4343090.500000 Penalty: 3437.415283
	Iteration 29Q: 3 clusters Score -4343090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4343100.000000 Penalty: 3437.415283
	Iteration 30Q: 3 clusters Score -4343100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4343107.000000 Penalty: 3437.415283
	Iteration 31Q: 3 clusters Score -4343107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4343121.500000 Penalty: 3437.415283
	Iteration 32Q: 3 clusters Score -4343122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4343131.500000 Penalty: 3437.415283
	Iteration 33Q: 3 clusters Score -4343132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4343148.500000 Penalty: 3437.415283
	Iteration 34Q: 3 clusters Score -4343148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4343162.500000 Penalty: 3437.415283
	Iteration 35Q: 3 clusters Score -4343162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4343169.500000 Penalty: 3437.415283
	Iteration 36Q: 3 clusters Score -4343170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4343178.500000 Penalty: 3437.415283
	Iteration 37Q: 3 clusters Score -4343178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4343196.500000 Penalty: 3437.415283
	Iteration 38Q: 3 clusters Score -4343196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4343207.000000 Penalty: 3437.415283
	Iteration 39Q: 3 clusters Score -4343207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4343214.000000 Penalty: 3437.415283
	Iteration 40F: 3 clusters Score -4343214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4343219.000000 Penalty: 3437.415283
	Iteration 41Q: 3 clusters Score -4343219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4343222.000000 Penalty: 3437.415283
	Iteration 42Q: 3 clusters Score -4343222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4343233.500000 Penalty: 3437.415283
	Iteration 43Q: 3 clusters Score -4343234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4343242.500000 Penalty: 3437.415283
	Iteration 44Q: 3 clusters Score -4343242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4343243.500000 Penalty: 3437.415283
	Iteration 45Q: 3 clusters Score -4343244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4343248.500000 Penalty: 3437.415283
	Iteration 46Q: 3 clusters Score -4343248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4343252.500000 Penalty: 3437.415283
	Iteration 47Q: 3 clusters Score -4343252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4343259.000000 Penalty: 3437.415283
	Iteration 48Q: 3 clusters Score -4343259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4343263.000000 Penalty: 3437.415283
	Iteration 49Q: 3 clusters Score -4343263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4343263.500000 Penalty: 3437.415283
	Iteration 50Q: 3 clusters Score -4343264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4343266.000000 Penalty: 3437.415283
	Iteration 51Q: 3 clusters Score -4343266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4343264.500000 Penalty: 3437.415283
	Iteration 52Q: 3 clusters Score -4343264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4343264.500000 Penalty: 3437.415283
	Iteration 53F: 3 clusters Score -4343264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Entering Unmasked Estep 
Score: -1153181.625000 Penalty: 1496.875122
	Iteration 0F: 2 clusters Score -1153182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1145966.375000 Penalty: 2993.750244
	Iteration 0F: 3 clusters Score -1145966 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1148249.875000 Penalty: 2993.750244
	Iteration 1F: 3 clusters Score -1148250 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1148508.375000 Penalty: 2993.750244
	Iteration 2F: 3 clusters Score -1148508 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1148779.000000 Penalty: 2993.750244
	Iteration 3F: 3 clusters Score -1148779 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1149150.250000 Penalty: 2993.750244
	Iteration 4F: 3 clusters Score -1149150 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1149624.250000 Penalty: 2993.750244
	Iteration 5F: 3 clusters Score -1149624 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1150177.000000 Penalty: 2993.750244
	Iteration 6F: 3 clusters Score -1150177 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1150782.625000 Penalty: 2993.750244
	Iteration 7F: 3 clusters Score -1150783 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1151405.250000 Penalty: 2993.750244
	Iteration 8F: 3 clusters Score -1151405 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1151961.500000 Penalty: 2993.750244
	Iteration 9F: 3 clusters Score -1151962 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1152279.250000 Penalty: 2993.750244
	Iteration 10Q: 3 clusters Score -1152279 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1152404.625000 Penalty: 2993.750244
	Iteration 11Q: 3 clusters Score -1152405 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1152451.500000 Penalty: 2993.750244
	Iteration 12Q: 3 clusters Score -1152452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1152481.125000 Penalty: 2993.750244
	Iteration 13Q: 3 clusters Score -1152481 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1152498.625000 Penalty: 2993.750244
	Iteration 14Q: 3 clusters Score -1152499 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1152526.625000 Penalty: 2993.750244
	Iteration 15Q: 3 clusters Score -1152527 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1152554.500000 Penalty: 2993.750244
	Iteration 16Q: 3 clusters Score -1152554 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1152598.500000 Penalty: 2993.750244
	Iteration 17Q: 3 clusters Score -1152598 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1152660.250000 Penalty: 2993.750244
	Iteration 18Q: 3 clusters Score -1152660 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1152719.000000 Penalty: 2993.750244
	Iteration 19Q: 3 clusters Score -1152719 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1152749.875000 Penalty: 2993.750244
	Iteration 20F: 3 clusters Score -1152750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1152767.875000 Penalty: 2993.750244
	Iteration 21Q: 3 clusters Score -1152768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1152779.500000 Penalty: 2993.750244
	Iteration 22Q: 3 clusters Score -1152780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1152786.000000 Penalty: 2993.750244
	Iteration 23Q: 3 clusters Score -1152786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1152791.875000 Penalty: 2993.750244
	Iteration 24Q: 3 clusters Score -1152792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1152795.500000 Penalty: 2993.750244
	Iteration 25Q: 3 clusters Score -1152796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1152802.375000 Penalty: 2993.750244
	Iteration 26Q: 3 clusters Score -1152802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1152807.875000 Penalty: 2993.750244
	Iteration 27Q: 3 clusters Score -1152808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1152812.250000 Penalty: 2993.750244
	Iteration 28Q: 3 clusters Score -1152812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1152815.375000 Penalty: 2993.750244
	Iteration 29Q: 3 clusters Score -1152815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1152815.125000 Penalty: 2993.750244
	Iteration 30Q: 3 clusters Score -1152815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1152815.500000 Penalty: 2993.750244
	Iteration 31Q: 3 clusters Score -1152816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1152816.875000 Penalty: 2993.750244
	Iteration 32Q: 3 clusters Score -1152817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1152818.000000 Penalty: 2993.750244
	Iteration 33Q: 3 clusters Score -1152818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1152819.125000 Penalty: 2993.750244
	Iteration 34Q: 3 clusters Score -1152819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1152819.625000 Penalty: 2993.750244
	Iteration 35Q: 3 clusters Score -1152820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1152819.625000 Penalty: 2993.750244
	Iteration 36F: 3 clusters Score -1152820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (137731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137731 members 
Entering Unmasked Estep 
Score: -16007635.000000 Penalty: 1922.871826
	Iteration 0F: 2 clusters Score -1.600764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68984 members 
Mstep: Class 2 contains 68747 members 
Entering Unmasked Estep 
Score: -15923735.000000 Penalty: 3845.743652
	Iteration 0F: 3 clusters Score -1.592374e+07 nChanged 66318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -15962407.000000 Penalty: 3845.743652
	Iteration 1F: 3 clusters Score -1.596241e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72236 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -15962867.000000 Penalty: 3845.743652
	Iteration 2Q: 3 clusters Score -1.596287e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 63577 members 
Entering Unmasked Estep 
Score: -15963532.000000 Penalty: 3845.743652
	Iteration 3Q: 3 clusters Score -1.596353e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -15964461.000000 Penalty: 3845.743652
	Iteration 4Q: 3 clusters Score -1.596446e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81321 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -15965957.000000 Penalty: 3845.743652
	Iteration 5Q: 3 clusters Score -1.596596e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87652 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -15968373.000000 Penalty: 3845.743652
	Iteration 6Q: 3 clusters Score -1.596837e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95951 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -15971831.000000 Penalty: 3845.743652
	Iteration 7F: 3 clusters Score -1.597183e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105521 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -15976980.000000 Penalty: 3845.743652
	Iteration 8F: 3 clusters Score -1.597698e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114946 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -15983654.000000 Penalty: 3845.743652
	Iteration 9F: 3 clusters Score -1.598365e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123016 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -15990463.000000 Penalty: 3845.743652
	Iteration 10F: 3 clusters Score -1.599046e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128557 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -15995883.000000 Penalty: 3845.743652
	Iteration 11Q: 3 clusters Score -1.599588e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132083 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -15999377.000000 Penalty: 3845.743652
	Iteration 12Q: 3 clusters Score -1.599938e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134204 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -16001680.000000 Penalty: 3845.743652
	Iteration 13Q: 3 clusters Score -1.600168e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135456 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -16003080.000000 Penalty: 3845.743652
	Iteration 14Q: 3 clusters Score -1.600308e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136236 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -16004030.000000 Penalty: 3845.743652
	Iteration 15Q: 3 clusters Score -1.600403e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136697 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16004592.000000 Penalty: 3845.743652
	Iteration 16Q: 3 clusters Score -1.600459e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136971 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -16004966.000000 Penalty: 3845.743652
	Iteration 17Q: 3 clusters Score -1.600497e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137131 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -16005181.000000 Penalty: 3845.743652
	Iteration 18Q: 3 clusters Score -1.600518e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137220 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -16005301.000000 Penalty: 3845.743652
	Iteration 19Q: 3 clusters Score -1.60053e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137276 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16005387.000000 Penalty: 3845.743652
	Iteration 20F: 3 clusters Score -1.600539e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137311 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -16005457.000000 Penalty: 3845.743652
	Iteration 21Q: 3 clusters Score -1.600546e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137340 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -16005500.000000 Penalty: 3845.743652
	Iteration 22Q: 3 clusters Score -1.60055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137356 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -16005532.000000 Penalty: 3845.743652
	Iteration 23Q: 3 clusters Score -1.600553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137367 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -16005547.000000 Penalty: 3845.743652
	Iteration 24Q: 3 clusters Score -1.600555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137376 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -16005576.000000 Penalty: 3845.743652
	Iteration 25Q: 3 clusters Score -1.600558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137384 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -16005584.000000 Penalty: 3845.743652
	Iteration 26Q: 3 clusters Score -1.600558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137393 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -16005602.000000 Penalty: 3845.743652
	Iteration 27Q: 3 clusters Score -1.60056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137397 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -16005617.000000 Penalty: 3845.743652
	Iteration 28Q: 3 clusters Score -1.600562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137400 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -16005609.000000 Penalty: 3845.743652
	Iteration 29Q: 3 clusters Score -1.600561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137404 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -16005620.000000 Penalty: 3845.743652
	Iteration 30Q: 3 clusters Score -1.600562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137407 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -16005628.000000 Penalty: 3845.743652
	Iteration 31Q: 3 clusters Score -1.600563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137410 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -16005625.000000 Penalty: 3845.743652
	Iteration 32Q: 3 clusters Score -1.600562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137412 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16005636.000000 Penalty: 3845.743652
	Iteration 33Q: 3 clusters Score -1.600564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137416 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -16005648.000000 Penalty: 3845.743652
	Iteration 34Q: 3 clusters Score -1.600565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137416 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -16005651.000000 Penalty: 3845.743652
	Iteration 35Q: 3 clusters Score -1.600565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137418 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -16005652.000000 Penalty: 3845.743652
	Iteration 36Q: 3 clusters Score -1.600565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137417 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -16005670.000000 Penalty: 3845.743652
	Iteration 37Q: 3 clusters Score -1.600567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137418 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -16005660.000000 Penalty: 3845.743652
	Iteration 38Q: 3 clusters Score -1.600566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137420 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -16005665.000000 Penalty: 3845.743652
	Iteration 39Q: 3 clusters Score -1.600566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137423 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -16005664.000000 Penalty: 3845.743652
	Iteration 40F: 3 clusters Score -1.600566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137424 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -16005665.000000 Penalty: 3845.743652
	Iteration 41Q: 3 clusters Score -1.600566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137425 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -16005662.000000 Penalty: 3845.743652
	Iteration 42Q: 3 clusters Score -1.600566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137426 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16005671.000000 Penalty: 3845.743652
	Iteration 43Q: 3 clusters Score -1.600567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137427 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -16005671.000000 Penalty: 3845.743652
	Iteration 44Q: 3 clusters Score -1.600567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137430 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -16005679.000000 Penalty: 3845.743652
	Iteration 45Q: 3 clusters Score -1.600568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137433 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -16005687.000000 Penalty: 3845.743652
	Iteration 46Q: 3 clusters Score -1.600569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137436 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -16005684.000000 Penalty: 3845.743652
	Iteration 47Q: 3 clusters Score -1.600568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137439 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -16005694.000000 Penalty: 3845.743652
	Iteration 48Q: 3 clusters Score -1.600569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137442 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -16005706.000000 Penalty: 3845.743652
	Iteration 49Q: 3 clusters Score -1.600571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137444 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16005708.000000 Penalty: 3845.743652
	Iteration 50Q: 3 clusters Score -1.600571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137446 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -16005713.000000 Penalty: 3845.743652
	Iteration 51Q: 3 clusters Score -1.600571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137450 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16005721.000000 Penalty: 3845.743652
	Iteration 52Q: 3 clusters Score -1.600572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137454 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16005732.000000 Penalty: 3845.743652
	Iteration 53Q: 3 clusters Score -1.600573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137460 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16005757.000000 Penalty: 3845.743652
	Iteration 54Q: 3 clusters Score -1.600576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137464 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16005765.000000 Penalty: 3845.743652
	Iteration 55Q: 3 clusters Score -1.600576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137467 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16005767.000000 Penalty: 3845.743652
	Iteration 56Q: 3 clusters Score -1.600577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137471 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16005768.000000 Penalty: 3845.743652
	Iteration 57Q: 3 clusters Score -1.600577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137475 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -16005776.000000 Penalty: 3845.743652
	Iteration 58Q: 3 clusters Score -1.600578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137476 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16005777.000000 Penalty: 3845.743652
	Iteration 59Q: 3 clusters Score -1.600578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137477 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16005768.000000 Penalty: 3845.743652
	Iteration 60F: 3 clusters Score -1.600577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137479 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -16005782.000000 Penalty: 3845.743652
	Iteration 61Q: 3 clusters Score -1.600578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137479 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -16005782.000000 Penalty: 3845.743652
	Iteration 62Q: 3 clusters Score -1.600578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137479 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -16005782.000000 Penalty: 3845.743652
	Iteration 63F: 3 clusters Score -1.600578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -381605.687500 Penalty: 1319.402222
	Iteration 0F: 2 clusters Score -381605.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -378713.718750 Penalty: 2638.804443
	Iteration 0F: 3 clusters Score -378713.7 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -379500.437500 Penalty: 2638.804443
	Iteration 1F: 3 clusters Score -379500.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -379671.437500 Penalty: 2638.804443
	Iteration 2F: 3 clusters Score -379671.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -379805.125000 Penalty: 2638.804443
	Iteration 3F: 3 clusters Score -379805.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -379911.031250 Penalty: 2638.804443
	Iteration 4F: 3 clusters Score -379911 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -379975.125000 Penalty: 2638.804443
	Iteration 5Q: 3 clusters Score -379975.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -380012.781250 Penalty: 2638.804443
	Iteration 6Q: 3 clusters Score -380012.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -380045.562500 Penalty: 2638.804443
	Iteration 7Q: 3 clusters Score -380045.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -380080.750000 Penalty: 2638.804443
	Iteration 8Q: 3 clusters Score -380080.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -380112.156250 Penalty: 2638.804443
	Iteration 9Q: 3 clusters Score -380112.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -380139.406250 Penalty: 2638.804443
	Iteration 10Q: 3 clusters Score -380139.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -380156.500000 Penalty: 2638.804443
	Iteration 11Q: 3 clusters Score -380156.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -380175.531250 Penalty: 2638.804443
	Iteration 12Q: 3 clusters Score -380175.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -380187.968750 Penalty: 2638.804443
	Iteration 13Q: 3 clusters Score -380188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -380196.718750 Penalty: 2638.804443
	Iteration 14Q: 3 clusters Score -380196.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -380209.250000 Penalty: 2638.804443
	Iteration 15Q: 3 clusters Score -380209.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -380217.562500 Penalty: 2638.804443
	Iteration 16Q: 3 clusters Score -380217.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -380223.093750 Penalty: 2638.804443
	Iteration 17Q: 3 clusters Score -380223.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -380231.937500 Penalty: 2638.804443
	Iteration 18Q: 3 clusters Score -380231.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -380238.906250 Penalty: 2638.804443
	Iteration 19Q: 3 clusters Score -380238.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -380249.062500 Penalty: 2638.804443
	Iteration 20F: 3 clusters Score -380249.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -380255.968750 Penalty: 2638.804443
	Iteration 21Q: 3 clusters Score -380256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -380260.968750 Penalty: 2638.804443
	Iteration 22Q: 3 clusters Score -380261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -380267.562500 Penalty: 2638.804443
	Iteration 23Q: 3 clusters Score -380267.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -380272.187500 Penalty: 2638.804443
	Iteration 24Q: 3 clusters Score -380272.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -380274.750000 Penalty: 2638.804443
	Iteration 25Q: 3 clusters Score -380274.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -380281.156250 Penalty: 2638.804443
	Iteration 26Q: 3 clusters Score -380281.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -380282.562500 Penalty: 2638.804443
	Iteration 27Q: 3 clusters Score -380282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -380284.781250 Penalty: 2638.804443
	Iteration 28Q: 3 clusters Score -380284.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -380287.906250 Penalty: 2638.804443
	Iteration 29Q: 3 clusters Score -380287.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -380290.562500 Penalty: 2638.804443
	Iteration 30Q: 3 clusters Score -380290.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -380292.375000 Penalty: 2638.804443
	Iteration 31Q: 3 clusters Score -380292.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -380296.312500 Penalty: 2638.804443
	Iteration 32Q: 3 clusters Score -380296.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -380300.750000 Penalty: 2638.804443
	Iteration 33Q: 3 clusters Score -380300.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -380304.375000 Penalty: 2638.804443
	Iteration 34Q: 3 clusters Score -380304.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -380308.062500 Penalty: 2638.804443
	Iteration 35Q: 3 clusters Score -380308.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -380313.812500 Penalty: 2638.804443
	Iteration 36Q: 3 clusters Score -380313.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -380319.343750 Penalty: 2638.804443
	Iteration 37Q: 3 clusters Score -380319.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -380323.562500 Penalty: 2638.804443
	Iteration 38Q: 3 clusters Score -380323.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -380330.781250 Penalty: 2638.804443
	Iteration 39Q: 3 clusters Score -380330.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -380336.281250 Penalty: 2638.804443
	Iteration 40F: 3 clusters Score -380336.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -380338.125000 Penalty: 2638.804443
	Iteration 41Q: 3 clusters Score -380338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -380339.718750 Penalty: 2638.804443
	Iteration 42Q: 3 clusters Score -380339.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -380341.375000 Penalty: 2638.804443
	Iteration 43Q: 3 clusters Score -380341.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -380342.031250 Penalty: 2638.804443
	Iteration 44Q: 3 clusters Score -380342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -380343.250000 Penalty: 2638.804443
	Iteration 45Q: 3 clusters Score -380343.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -380345.000000 Penalty: 2638.804443
	Iteration 46Q: 3 clusters Score -380345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -380347.000000 Penalty: 2638.804443
	Iteration 47Q: 3 clusters Score -380347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -380349.125000 Penalty: 2638.804443
	Iteration 48Q: 3 clusters Score -380349.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -380352.093750 Penalty: 2638.804443
	Iteration 49Q: 3 clusters Score -380352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -380354.468750 Penalty: 2638.804443
	Iteration 50Q: 3 clusters Score -380354.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -380356.406250 Penalty: 2638.804443
	Iteration 51Q: 3 clusters Score -380356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -380356.406250 Penalty: 2638.804443
	Iteration 52Q: 3 clusters Score -380356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -380357.312500 Penalty: 2638.804443
	Iteration 53Q: 3 clusters Score -380357.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -380357.625000 Penalty: 2638.804443
	Iteration 54Q: 3 clusters Score -380357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -380358.562500 Penalty: 2638.804443
	Iteration 55Q: 3 clusters Score -380358.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -380360.718750 Penalty: 2638.804443
	Iteration 56Q: 3 clusters Score -380360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -380361.343750 Penalty: 2638.804443
	Iteration 57Q: 3 clusters Score -380361.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -380361.343750 Penalty: 2638.804443
	Iteration 58F: 3 clusters Score -380361.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -101085.492188 Penalty: 1117.728027
	Iteration 0F: 2 clusters Score -101085.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99704.125000 Penalty: 2235.456055
	Iteration 0F: 3 clusters Score -99704.12 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99958.125000 Penalty: 2235.456055
	Iteration 1F: 3 clusters Score -99958.12 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100012.500000 Penalty: 2235.456055
	Iteration 2F: 3 clusters Score -100012.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -100034.507812 Penalty: 2235.456055
	Iteration 3Q: 3 clusters Score -100034.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -100046.210938 Penalty: 2235.456055
	Iteration 4Q: 3 clusters Score -100046.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100049.484375 Penalty: 2235.456055
	Iteration 5Q: 3 clusters Score -100049.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100051.343750 Penalty: 2235.456055
	Iteration 6Q: 3 clusters Score -100051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100054.289062 Penalty: 2235.456055
	Iteration 7Q: 3 clusters Score -100054.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100062.609375 Penalty: 2235.456055
	Iteration 8Q: 3 clusters Score -100062.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -100068.078125 Penalty: 2235.456055
	Iteration 9Q: 3 clusters Score -100068.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -100075.679688 Penalty: 2235.456055
	Iteration 10Q: 3 clusters Score -100075.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -100084.421875 Penalty: 2235.456055
	Iteration 11Q: 3 clusters Score -100084.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -100087.867188 Penalty: 2235.456055
	Iteration 12Q: 3 clusters Score -100087.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100090.507812 Penalty: 2235.456055
	Iteration 13Q: 3 clusters Score -100090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -100093.773438 Penalty: 2235.456055
	Iteration 14Q: 3 clusters Score -100093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -100095.851562 Penalty: 2235.456055
	Iteration 15Q: 3 clusters Score -100095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -100096.812500 Penalty: 2235.456055
	Iteration 16Q: 3 clusters Score -100096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100097.742188 Penalty: 2235.456055
	Iteration 17Q: 3 clusters Score -100097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -100099.437500 Penalty: 2235.456055
	Iteration 18Q: 3 clusters Score -100099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -100100.398438 Penalty: 2235.456055
	Iteration 19Q: 3 clusters Score -100100.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -100101.054688 Penalty: 2235.456055
	Iteration 20F: 3 clusters Score -100101.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (77264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Entering Unmasked Estep 
Score: -8954939.000000 Penalty: 1828.934692
	Iteration 0F: 2 clusters Score -8954939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -8903563.000000 Penalty: 3657.869385
	Iteration 0F: 3 clusters Score -8903563 nChanged 36666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -8924819.000000 Penalty: 3657.869385
	Iteration 1F: 3 clusters Score -8924819 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -8925879.000000 Penalty: 3657.869385
	Iteration 2Q: 3 clusters Score -8925879 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -8927394.000000 Penalty: 3657.869385
	Iteration 3Q: 3 clusters Score -8927394 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -8929960.000000 Penalty: 3657.869385
	Iteration 4F: 3 clusters Score -8929960 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -8933922.000000 Penalty: 3657.869385
	Iteration 5F: 3 clusters Score -8933922 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -8939636.000000 Penalty: 3657.869385
	Iteration 6F: 3 clusters Score -8939636 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -8945956.000000 Penalty: 3657.869385
	Iteration 7F: 3 clusters Score -8945956 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -8950614.000000 Penalty: 3657.869385
	Iteration 8F: 3 clusters Score -8950614 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -8952484.000000 Penalty: 3657.869385
	Iteration 9Q: 3 clusters Score -8952484 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -8953205.000000 Penalty: 3657.869385
	Iteration 10Q: 3 clusters Score -8953205 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -8953570.000000 Penalty: 3657.869385
	Iteration 11Q: 3 clusters Score -8953570 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -8953769.000000 Penalty: 3657.869385
	Iteration 12Q: 3 clusters Score -8953769 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -8953873.000000 Penalty: 3657.869385
	Iteration 13Q: 3 clusters Score -8953873 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -8953907.000000 Penalty: 3657.869385
	Iteration 14Q: 3 clusters Score -8953907 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -8953943.000000 Penalty: 3657.869385
	Iteration 15Q: 3 clusters Score -8953943 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -8953959.000000 Penalty: 3657.869385
	Iteration 16Q: 3 clusters Score -8953959 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 60840 members 
Entering Unmasked Estep 
Score: -8953973.000000 Penalty: 3657.869385
	Iteration 17Q: 3 clusters Score -8953973 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -8953988.000000 Penalty: 3657.869385
	Iteration 18Q: 3 clusters Score -8953988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -8953972.000000 Penalty: 3657.869385
	Iteration 19Q: 3 clusters Score -8953972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -8953990.000000 Penalty: 3657.869385
	Iteration 20F: 3 clusters Score -8953990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -8953989.000000 Penalty: 3657.869385
	Iteration 21Q: 3 clusters Score -8953989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -8953985.000000 Penalty: 3657.869385
	Iteration 22Q: 3 clusters Score -8953985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -8953979.000000 Penalty: 3657.869385
	Iteration 23Q: 3 clusters Score -8953979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -8953984.000000 Penalty: 3657.869385
	Iteration 24Q: 3 clusters Score -8953984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -8953984.000000 Penalty: 3657.869385
	Iteration 25Q: 3 clusters Score -8953984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -8953983.000000 Penalty: 3657.869385
	Iteration 26Q: 3 clusters Score -8953983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -8953988.000000 Penalty: 3657.869385
	Iteration 27Q: 3 clusters Score -8953988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -8953991.000000 Penalty: 3657.869385
	Iteration 28Q: 3 clusters Score -8953991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -8953996.000000 Penalty: 3657.869385
	Iteration 29Q: 3 clusters Score -8953996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -8953994.000000 Penalty: 3657.869385
	Iteration 30Q: 3 clusters Score -8953994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -8953993.000000 Penalty: 3657.869385
	Iteration 31Q: 3 clusters Score -8953993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -8953990.000000 Penalty: 3657.869385
	Iteration 32Q: 3 clusters Score -8953990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -8953990.000000 Penalty: 3657.869385
	Iteration 33F: 3 clusters Score -8953990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (89563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89563 members 
Entering Unmasked Estep 
Score: -10388757.000000 Penalty: 1852.938354
	Iteration 0F: 2 clusters Score -1.038876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -10329633.000000 Penalty: 3705.876709
	Iteration 0F: 3 clusters Score -1.032963e+07 nChanged 42772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -10354094.000000 Penalty: 3705.876709
	Iteration 1F: 3 clusters Score -1.035409e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -10354599.000000 Penalty: 3705.876709
	Iteration 2Q: 3 clusters Score -1.03546e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -10355364.000000 Penalty: 3705.876709
	Iteration 3Q: 3 clusters Score -1.035536e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -10356366.000000 Penalty: 3705.876709
	Iteration 4Q: 3 clusters Score -1.035637e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -10358035.000000 Penalty: 3705.876709
	Iteration 5Q: 3 clusters Score -1.035804e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -10360859.000000 Penalty: 3705.876709
	Iteration 6F: 3 clusters Score -1.036086e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -10365043.000000 Penalty: 3705.876709
	Iteration 7F: 3 clusters Score -1.036504e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -10370497.000000 Penalty: 3705.876709
	Iteration 8F: 3 clusters Score -1.03705e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -10377036.000000 Penalty: 3705.876709
	Iteration 9F: 3 clusters Score -1.037704e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -10383073.000000 Penalty: 3705.876709
	Iteration 10F: 3 clusters Score -1.038307e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -10386505.000000 Penalty: 3705.876709
	Iteration 11Q: 3 clusters Score -1.03865e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -10387646.000000 Penalty: 3705.876709
	Iteration 12Q: 3 clusters Score -1.038765e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -10388038.000000 Penalty: 3705.876709
	Iteration 13Q: 3 clusters Score -1.038804e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -10388312.000000 Penalty: 3705.876709
	Iteration 14Q: 3 clusters Score -1.038831e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -10388417.000000 Penalty: 3705.876709
	Iteration 15Q: 3 clusters Score -1.038842e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -10388474.000000 Penalty: 3705.876709
	Iteration 16Q: 3 clusters Score -1.038847e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -10388477.000000 Penalty: 3705.876709
	Iteration 17Q: 3 clusters Score -1.038848e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -10388539.000000 Penalty: 3705.876709
	Iteration 18Q: 3 clusters Score -1.038854e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -10388580.000000 Penalty: 3705.876709
	Iteration 19Q: 3 clusters Score -1.038858e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -10388599.000000 Penalty: 3705.876709
	Iteration 20F: 3 clusters Score -1.03886e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -10388590.000000 Penalty: 3705.876709
	Iteration 21Q: 3 clusters Score -1.038859e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67763 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -10388580.000000 Penalty: 3705.876709
	Iteration 22Q: 3 clusters Score -1.038858e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -10388622.000000 Penalty: 3705.876709
	Iteration 23Q: 3 clusters Score -1.038862e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -10388592.000000 Penalty: 3705.876709
	Iteration 24Q: 3 clusters Score -1.038859e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -10388598.000000 Penalty: 3705.876709
	Iteration 25Q: 3 clusters Score -1.03886e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -10388617.000000 Penalty: 3705.876709
	Iteration 26Q: 3 clusters Score -1.038862e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -10388604.000000 Penalty: 3705.876709
	Iteration 27Q: 3 clusters Score -1.03886e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -10388591.000000 Penalty: 3705.876709
	Iteration 28Q: 3 clusters Score -1.038859e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -10388581.000000 Penalty: 3705.876709
	Iteration 29Q: 3 clusters Score -1.038858e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -10388591.000000 Penalty: 3705.876709
	Iteration 30Q: 3 clusters Score -1.038859e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -10388627.000000 Penalty: 3705.876709
	Iteration 31Q: 3 clusters Score -1.038863e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69143 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -10388630.000000 Penalty: 3705.876709
	Iteration 32Q: 3 clusters Score -1.038863e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69277 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -10388644.000000 Penalty: 3705.876709
	Iteration 33Q: 3 clusters Score -1.038864e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -10388651.000000 Penalty: 3705.876709
	Iteration 34Q: 3 clusters Score -1.038865e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -10388640.000000 Penalty: 3705.876709
	Iteration 35Q: 3 clusters Score -1.038864e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -10388629.000000 Penalty: 3705.876709
	Iteration 36Q: 3 clusters Score -1.038863e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -10388638.000000 Penalty: 3705.876709
	Iteration 37Q: 3 clusters Score -1.038864e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -10388628.000000 Penalty: 3705.876709
	Iteration 38Q: 3 clusters Score -1.038863e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -10388623.000000 Penalty: 3705.876709
	Iteration 39Q: 3 clusters Score -1.038862e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -10388621.000000 Penalty: 3705.876709
	Iteration 40F: 3 clusters Score -1.038862e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -10388612.000000 Penalty: 3705.876709
	Iteration 41Q: 3 clusters Score -1.038861e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -10388609.000000 Penalty: 3705.876709
	Iteration 42Q: 3 clusters Score -1.038861e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -10388606.000000 Penalty: 3705.876709
	Iteration 43Q: 3 clusters Score -1.038861e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -10388612.000000 Penalty: 3705.876709
	Iteration 44Q: 3 clusters Score -1.038861e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70556 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -10388626.000000 Penalty: 3705.876709
	Iteration 45Q: 3 clusters Score -1.038863e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70656 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -10388634.000000 Penalty: 3705.876709
	Iteration 46Q: 3 clusters Score -1.038863e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70757 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -10388628.000000 Penalty: 3705.876709
	Iteration 47Q: 3 clusters Score -1.038863e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -10388625.000000 Penalty: 3705.876709
	Iteration 48Q: 3 clusters Score -1.038862e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -10388641.000000 Penalty: 3705.876709
	Iteration 49Q: 3 clusters Score -1.038864e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -10388656.000000 Penalty: 3705.876709
	Iteration 50Q: 3 clusters Score -1.038866e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -10388668.000000 Penalty: 3705.876709
	Iteration 51Q: 3 clusters Score -1.038867e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -10388646.000000 Penalty: 3705.876709
	Iteration 52Q: 3 clusters Score -1.038865e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -10388641.000000 Penalty: 3705.876709
	Iteration 53Q: 3 clusters Score -1.038864e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71581 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -10388663.000000 Penalty: 3705.876709
	Iteration 54Q: 3 clusters Score -1.038866e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -10388655.000000 Penalty: 3705.876709
	Iteration 55Q: 3 clusters Score -1.038866e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -10388658.000000 Penalty: 3705.876709
	Iteration 56Q: 3 clusters Score -1.038866e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -10388699.000000 Penalty: 3705.876709
	Iteration 57Q: 3 clusters Score -1.03887e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -10388708.000000 Penalty: 3705.876709
	Iteration 58Q: 3 clusters Score -1.038871e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -10388712.000000 Penalty: 3705.876709
	Iteration 59Q: 3 clusters Score -1.038871e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72362 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -10388695.000000 Penalty: 3705.876709
	Iteration 60F: 3 clusters Score -1.03887e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72472 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -10388707.000000 Penalty: 3705.876709
	Iteration 61Q: 3 clusters Score -1.038871e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72590 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -10388716.000000 Penalty: 3705.876709
	Iteration 62Q: 3 clusters Score -1.038872e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -10388712.000000 Penalty: 3705.876709
	Iteration 63Q: 3 clusters Score -1.038871e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -10388729.000000 Penalty: 3705.876709
	Iteration 64Q: 3 clusters Score -1.038873e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -10388708.000000 Penalty: 3705.876709
	Iteration 65Q: 3 clusters Score -1.038871e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -10388712.000000 Penalty: 3705.876709
	Iteration 66Q: 3 clusters Score -1.038871e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -10388692.000000 Penalty: 3705.876709
	Iteration 67Q: 3 clusters Score -1.038869e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73260 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -10388702.000000 Penalty: 3705.876709
	Iteration 68Q: 3 clusters Score -1.03887e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73364 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -10388708.000000 Penalty: 3705.876709
	Iteration 69Q: 3 clusters Score -1.038871e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -10388705.000000 Penalty: 3705.876709
	Iteration 70Q: 3 clusters Score -1.03887e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -10388692.000000 Penalty: 3705.876709
	Iteration 71Q: 3 clusters Score -1.038869e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73609 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -10388691.000000 Penalty: 3705.876709
	Iteration 72Q: 3 clusters Score -1.038869e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -10388711.000000 Penalty: 3705.876709
	Iteration 73Q: 3 clusters Score -1.038871e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -10388731.000000 Penalty: 3705.876709
	Iteration 74Q: 3 clusters Score -1.038873e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -10388731.000000 Penalty: 3705.876709
	Iteration 75Q: 3 clusters Score -1.038873e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -10388733.000000 Penalty: 3705.876709
	Iteration 76Q: 3 clusters Score -1.038873e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73919 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -10388746.000000 Penalty: 3705.876709
	Iteration 77Q: 3 clusters Score -1.038875e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -10388718.000000 Penalty: 3705.876709
	Iteration 78Q: 3 clusters Score -1.038872e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -10388710.000000 Penalty: 3705.876709
	Iteration 79Q: 3 clusters Score -1.038871e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74115 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -10388706.000000 Penalty: 3705.876709
	Iteration 80F: 3 clusters Score -1.038871e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74189 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -10388705.000000 Penalty: 3705.876709
	Iteration 81Q: 3 clusters Score -1.03887e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74261 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -10388722.000000 Penalty: 3705.876709
	Iteration 82Q: 3 clusters Score -1.038872e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -10388717.000000 Penalty: 3705.876709
	Iteration 83Q: 3 clusters Score -1.038872e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74428 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -10388702.000000 Penalty: 3705.876709
	Iteration 84Q: 3 clusters Score -1.03887e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -10388692.000000 Penalty: 3705.876709
	Iteration 85Q: 3 clusters Score -1.038869e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74630 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -10388678.000000 Penalty: 3705.876709
	Iteration 86Q: 3 clusters Score -1.038868e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -10388669.000000 Penalty: 3705.876709
	Iteration 87Q: 3 clusters Score -1.038867e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -10388679.000000 Penalty: 3705.876709
	Iteration 88Q: 3 clusters Score -1.038868e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74993 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -10388672.000000 Penalty: 3705.876709
	Iteration 89Q: 3 clusters Score -1.038867e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -10388703.000000 Penalty: 3705.876709
	Iteration 90Q: 3 clusters Score -1.03887e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75290 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -10388698.000000 Penalty: 3705.876709
	Iteration 91Q: 3 clusters Score -1.03887e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -10388702.000000 Penalty: 3705.876709
	Iteration 92Q: 3 clusters Score -1.03887e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75592 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -10388692.000000 Penalty: 3705.876709
	Iteration 93Q: 3 clusters Score -1.038869e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -10388707.000000 Penalty: 3705.876709
	Iteration 94Q: 3 clusters Score -1.038871e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -10388697.000000 Penalty: 3705.876709
	Iteration 95Q: 3 clusters Score -1.03887e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -10388696.000000 Penalty: 3705.876709
	Iteration 96Q: 3 clusters Score -1.03887e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -10388714.000000 Penalty: 3705.876709
	Iteration 97Q: 3 clusters Score -1.038871e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -10388718.000000 Penalty: 3705.876709
	Iteration 98Q: 3 clusters Score -1.038872e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76668 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -10388735.000000 Penalty: 3705.876709
	Iteration 99Q: 3 clusters Score -1.038874e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -10388720.000000 Penalty: 3705.876709
	Iteration 100F: 3 clusters Score -1.038872e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -10388725.000000 Penalty: 3705.876709
	Iteration 101Q: 3 clusters Score -1.038872e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77289 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -10388735.000000 Penalty: 3705.876709
	Iteration 102Q: 3 clusters Score -1.038874e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77526 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -10388765.000000 Penalty: 3705.876709
	Iteration 103Q: 3 clusters Score -1.038876e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -10388746.000000 Penalty: 3705.876709
	Iteration 104Q: 3 clusters Score -1.038875e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78029 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -10388715.000000 Penalty: 3705.876709
	Iteration 105Q: 3 clusters Score -1.038872e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -10388694.000000 Penalty: 3705.876709
	Iteration 106Q: 3 clusters Score -1.038869e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -10388715.000000 Penalty: 3705.876709
	Iteration 107Q: 3 clusters Score -1.038872e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -10388710.000000 Penalty: 3705.876709
	Iteration 108Q: 3 clusters Score -1.038871e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78985 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -10388718.000000 Penalty: 3705.876709
	Iteration 109Q: 3 clusters Score -1.038872e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -10388729.000000 Penalty: 3705.876709
	Iteration 110Q: 3 clusters Score -1.038873e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79407 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -10388724.000000 Penalty: 3705.876709
	Iteration 111Q: 3 clusters Score -1.038872e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -10388699.000000 Penalty: 3705.876709
	Iteration 112Q: 3 clusters Score -1.03887e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -10388713.000000 Penalty: 3705.876709
	Iteration 113Q: 3 clusters Score -1.038871e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -10388711.000000 Penalty: 3705.876709
	Iteration 114Q: 3 clusters Score -1.038871e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80094 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -10388679.000000 Penalty: 3705.876709
	Iteration 115Q: 3 clusters Score -1.038868e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -10388717.000000 Penalty: 3705.876709
	Iteration 116Q: 3 clusters Score -1.038872e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -10388689.000000 Penalty: 3705.876709
	Iteration 117Q: 3 clusters Score -1.038869e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -10388705.000000 Penalty: 3705.876709
	Iteration 118Q: 3 clusters Score -1.03887e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -10388700.000000 Penalty: 3705.876709
	Iteration 119Q: 3 clusters Score -1.03887e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -10388698.000000 Penalty: 3705.876709
	Iteration 120F: 3 clusters Score -1.03887e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -10388679.000000 Penalty: 3705.876709
	Iteration 121Q: 3 clusters Score -1.038868e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -10388670.000000 Penalty: 3705.876709
	Iteration 122Q: 3 clusters Score -1.038867e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -10388685.000000 Penalty: 3705.876709
	Iteration 123Q: 3 clusters Score -1.038868e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -10388674.000000 Penalty: 3705.876709
	Iteration 124Q: 3 clusters Score -1.038867e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -10388693.000000 Penalty: 3705.876709
	Iteration 125Q: 3 clusters Score -1.038869e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -10388699.000000 Penalty: 3705.876709
	Iteration 126Q: 3 clusters Score -1.03887e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -10388676.000000 Penalty: 3705.876709
	Iteration 127Q: 3 clusters Score -1.038868e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -10388679.000000 Penalty: 3705.876709
	Iteration 128Q: 3 clusters Score -1.038868e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -10388692.000000 Penalty: 3705.876709
	Iteration 129Q: 3 clusters Score -1.038869e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81894 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -10388700.000000 Penalty: 3705.876709
	Iteration 130Q: 3 clusters Score -1.03887e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81964 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -10388697.000000 Penalty: 3705.876709
	Iteration 131Q: 3 clusters Score -1.03887e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -10388690.000000 Penalty: 3705.876709
	Iteration 132Q: 3 clusters Score -1.038869e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82097 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -10388679.000000 Penalty: 3705.876709
	Iteration 133Q: 3 clusters Score -1.038868e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -10388661.000000 Penalty: 3705.876709
	Iteration 134Q: 3 clusters Score -1.038866e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -10388656.000000 Penalty: 3705.876709
	Iteration 135Q: 3 clusters Score -1.038866e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82295 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -10388645.000000 Penalty: 3705.876709
	Iteration 136Q: 3 clusters Score -1.038864e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -10388642.000000 Penalty: 3705.876709
	Iteration 137Q: 3 clusters Score -1.038864e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -10388625.000000 Penalty: 3705.876709
	Iteration 138Q: 3 clusters Score -1.038862e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -10388633.000000 Penalty: 3705.876709
	Iteration 139Q: 3 clusters Score -1.038863e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -10388639.000000 Penalty: 3705.876709
	Iteration 140F: 3 clusters Score -1.038864e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -10388623.000000 Penalty: 3705.876709
	Iteration 141Q: 3 clusters Score -1.038862e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82686 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -10388614.000000 Penalty: 3705.876709
	Iteration 142Q: 3 clusters Score -1.038861e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82760 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -10388632.000000 Penalty: 3705.876709
	Iteration 143Q: 3 clusters Score -1.038863e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -10388635.000000 Penalty: 3705.876709
	Iteration 144Q: 3 clusters Score -1.038864e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82934 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -10388619.000000 Penalty: 3705.876709
	Iteration 145Q: 3 clusters Score -1.038862e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -10388609.000000 Penalty: 3705.876709
	Iteration 146Q: 3 clusters Score -1.038861e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -10388595.000000 Penalty: 3705.876709
	Iteration 147Q: 3 clusters Score -1.03886e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -10388598.000000 Penalty: 3705.876709
	Iteration 148Q: 3 clusters Score -1.03886e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -10388589.000000 Penalty: 3705.876709
	Iteration 149Q: 3 clusters Score -1.038859e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83416 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -10388577.000000 Penalty: 3705.876709
	Iteration 150Q: 3 clusters Score -1.038858e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -10388543.000000 Penalty: 3705.876709
	Iteration 151Q: 3 clusters Score -1.038854e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83630 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -10388529.000000 Penalty: 3705.876709
	Iteration 152Q: 3 clusters Score -1.038853e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -10388513.000000 Penalty: 3705.876709
	Iteration 153Q: 3 clusters Score -1.038851e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83853 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.038852e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83960 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -10388514.000000 Penalty: 3705.876709
	Iteration 155Q: 3 clusters Score -1.038851e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84069 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -10388524.000000 Penalty: 3705.876709
	Iteration 156Q: 3 clusters Score -1.038852e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -10388508.000000 Penalty: 3705.876709
	Iteration 157Q: 3 clusters Score -1.038851e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -10388494.000000 Penalty: 3705.876709
	Iteration 158Q: 3 clusters Score -1.038849e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -10388479.000000 Penalty: 3705.876709
	Iteration 159Q: 3 clusters Score -1.038848e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -10388487.000000 Penalty: 3705.876709
	Iteration 160F: 3 clusters Score -1.038849e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -10388510.000000 Penalty: 3705.876709
	Iteration 161Q: 3 clusters Score -1.038851e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -10388510.000000 Penalty: 3705.876709
	Iteration 162Q: 3 clusters Score -1.038851e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -10388485.000000 Penalty: 3705.876709
	Iteration 163Q: 3 clusters Score -1.038848e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84631 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -10388477.000000 Penalty: 3705.876709
	Iteration 164Q: 3 clusters Score -1.038848e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84699 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -10388484.000000 Penalty: 3705.876709
	Iteration 165Q: 3 clusters Score -1.038848e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84765 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -10388483.000000 Penalty: 3705.876709
	Iteration 166Q: 3 clusters Score -1.038848e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84812 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -10388485.000000 Penalty: 3705.876709
	Iteration 167Q: 3 clusters Score -1.038848e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84852 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -10388485.000000 Penalty: 3705.876709
	Iteration 168Q: 3 clusters Score -1.038848e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84897 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -10388484.000000 Penalty: 3705.876709
	Iteration 169Q: 3 clusters Score -1.038848e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84946 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -10388484.000000 Penalty: 3705.876709
	Iteration 170Q: 3 clusters Score -1.038848e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -10388472.000000 Penalty: 3705.876709
	Iteration 171Q: 3 clusters Score -1.038847e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -10388471.000000 Penalty: 3705.876709
	Iteration 172Q: 3 clusters Score -1.038847e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -10388460.000000 Penalty: 3705.876709
	Iteration 173Q: 3 clusters Score -1.038846e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85110 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -10388451.000000 Penalty: 3705.876709
	Iteration 174Q: 3 clusters Score -1.038845e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -10388454.000000 Penalty: 3705.876709
	Iteration 175Q: 3 clusters Score -1.038845e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -10388462.000000 Penalty: 3705.876709
	Iteration 176Q: 3 clusters Score -1.038846e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85207 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -10388455.000000 Penalty: 3705.876709
	Iteration 177Q: 3 clusters Score -1.038846e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -10388453.000000 Penalty: 3705.876709
	Iteration 178Q: 3 clusters Score -1.038845e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -10388459.000000 Penalty: 3705.876709
	Iteration 179Q: 3 clusters Score -1.038846e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85289 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -10388468.000000 Penalty: 3705.876709
	Iteration 180F: 3 clusters Score -1.038847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -10388455.000000 Penalty: 3705.876709
	Iteration 181Q: 3 clusters Score -1.038846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85332 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -10388455.000000 Penalty: 3705.876709
	Iteration 182Q: 3 clusters Score -1.038846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85352 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -10388460.000000 Penalty: 3705.876709
	Iteration 183Q: 3 clusters Score -1.038846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -10388455.000000 Penalty: 3705.876709
	Iteration 184Q: 3 clusters Score -1.038846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -10388455.000000 Penalty: 3705.876709
	Iteration 185Q: 3 clusters Score -1.038846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85396 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -10388455.000000 Penalty: 3705.876709
	Iteration 186Q: 3 clusters Score -1.038846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85409 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -10388451.000000 Penalty: 3705.876709
	Iteration 187Q: 3 clusters Score -1.038845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85426 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -10388440.000000 Penalty: 3705.876709
	Iteration 188Q: 3 clusters Score -1.038844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -10388443.000000 Penalty: 3705.876709
	Iteration 189Q: 3 clusters Score -1.038844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85476 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -10388435.000000 Penalty: 3705.876709
	Iteration 190Q: 3 clusters Score -1.038844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -10388429.000000 Penalty: 3705.876709
	Iteration 191Q: 3 clusters Score -1.038843e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85538 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -10388425.000000 Penalty: 3705.876709
	Iteration 192Q: 3 clusters Score -1.038842e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -10388412.000000 Penalty: 3705.876709
	Iteration 193Q: 3 clusters Score -1.038841e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -10388405.000000 Penalty: 3705.876709
	Iteration 194Q: 3 clusters Score -1.03884e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -10388392.000000 Penalty: 3705.876709
	Iteration 195Q: 3 clusters Score -1.038839e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85640 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -10388394.000000 Penalty: 3705.876709
	Iteration 196Q: 3 clusters Score -1.038839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -10388384.000000 Penalty: 3705.876709
	Iteration 197Q: 3 clusters Score -1.038838e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85694 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -10388382.000000 Penalty: 3705.876709
	Iteration 198Q: 3 clusters Score -1.038838e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85733 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -10388372.000000 Penalty: 3705.876709
	Iteration 199Q: 3 clusters Score -1.038837e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -10388384.000000 Penalty: 3705.876709
	Iteration 200F: 3 clusters Score -1.038838e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85792 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -10388376.000000 Penalty: 3705.876709
	Iteration 201Q: 3 clusters Score -1.038838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85808 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -10388381.000000 Penalty: 3705.876709
	Iteration 202Q: 3 clusters Score -1.038838e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85827 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -10388380.000000 Penalty: 3705.876709
	Iteration 203Q: 3 clusters Score -1.038838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85839 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -10388375.000000 Penalty: 3705.876709
	Iteration 204Q: 3 clusters Score -1.038838e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85852 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -10388388.000000 Penalty: 3705.876709
	Iteration 205Q: 3 clusters Score -1.038839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -10388377.000000 Penalty: 3705.876709
	Iteration 206Q: 3 clusters Score -1.038838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -10388377.000000 Penalty: 3705.876709
	Iteration 207Q: 3 clusters Score -1.038838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -10388373.000000 Penalty: 3705.876709
	Iteration 208Q: 3 clusters Score -1.038837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85879 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -10388374.000000 Penalty: 3705.876709
	Iteration 209Q: 3 clusters Score -1.038837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85883 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -10388379.000000 Penalty: 3705.876709
	Iteration 210Q: 3 clusters Score -1.038838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85884 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -10388377.000000 Penalty: 3705.876709
	Iteration 211Q: 3 clusters Score -1.038838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -10388376.000000 Penalty: 3705.876709
	Iteration 212Q: 3 clusters Score -1.038838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85887 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -10388375.000000 Penalty: 3705.876709
	Iteration 213Q: 3 clusters Score -1.038838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85889 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -10388378.000000 Penalty: 3705.876709
	Iteration 214Q: 3 clusters Score -1.038838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85890 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -10388373.000000 Penalty: 3705.876709
	Iteration 215Q: 3 clusters Score -1.038837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -10388371.000000 Penalty: 3705.876709
	Iteration 216Q: 3 clusters Score -1.038837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -10388368.000000 Penalty: 3705.876709
	Iteration 217Q: 3 clusters Score -1.038837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85893 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -10388368.000000 Penalty: 3705.876709
	Iteration 218Q: 3 clusters Score -1.038837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85893 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -10388368.000000 Penalty: 3705.876709
	Iteration 219F: 3 clusters Score -1.038837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 16554 members 
Mstep: Class 3 contains 15472 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 155357 members 
Mstep: Class 6 contains 134816 members 
Mstep: Class 7 contains 16717 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 10 contains 4162 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 9571 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 14 contains 46495 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 202 members 
Mstep: Class 18 contains 33912 members 
Mstep: Class 19 contains 90004 members 
Mstep: Class 20 contains 39209 members 
Mstep: Class 21 contains 10012 members 
Mstep: Class 22 contains 137731 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 77264 members 
Mstep: Class 26 contains 89563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101424.000000 Penalty: 57975.621094
Iteration 119Q: 27 clusters Score -1.021014e+08 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 16554 members 
Mstep: Class 3 contains 15463 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 155358 members 
Mstep: Class 6 contains 134820 members 
Mstep: Class 7 contains 16723 members 
Mstep: Class 8 contains 3982 members 
Mstep: Class 9 contains 3135 members 
Mstep: Class 10 contains 4153 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 9572 members 
Mstep: Class 13 contains 3098 members 
Mstep: Class 14 contains 46501 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 202 members 
Mstep: Class 18 contains 34387 members 
Mstep: Class 19 contains 90002 members 
Mstep: Class 20 contains 39203 members 
Mstep: Class 21 contains 10036 members 
Mstep: Class 22 contains 138596 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 77074 members 
Mstep: Class 26 contains 88616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101408.000000 Penalty: 57975.621094
Iteration 120F: 27 clusters Score -1.021014e+08 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 15435 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 155348 members 
Mstep: Class 6 contains 134827 members 
Mstep: Class 7 contains 16727 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 4145 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 9571 members 
Mstep: Class 13 contains 3085 members 
Mstep: Class 14 contains 46506 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 35028 members 
Mstep: Class 19 contains 89991 members 
Mstep: Class 20 contains 39207 members 
Mstep: Class 21 contains 10053 members 
Mstep: Class 22 contains 139515 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 76909 members 
Mstep: Class 26 contains 87448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101616.000000 Penalty: 57975.621094
Iteration 121Q: 27 clusters Score -1.021016e+08 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 16562 members 
Mstep: Class 3 contains 15411 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 155336 members 
Mstep: Class 6 contains 134831 members 
Mstep: Class 7 contains 16727 members 
Mstep: Class 8 contains 3996 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 10 contains 4139 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 9571 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 46509 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 35898 members 
Mstep: Class 19 contains 89983 members 
Mstep: Class 20 contains 39209 members 
Mstep: Class 21 contains 10081 members 
Mstep: Class 22 contains 140656 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 76679 members 
Mstep: Class 26 contains 85878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101912.000000 Penalty: 57975.621094
Iteration 122Q: 27 clusters Score -1.021019e+08 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 16563 members 
Mstep: Class 3 contains 15411 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 155332 members 
Mstep: Class 6 contains 134849 members 
Mstep: Class 7 contains 16725 members 
Mstep: Class 8 contains 4000 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 4138 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 9569 members 
Mstep: Class 13 contains 3071 members 
Mstep: Class 14 contains 46514 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 36991 members 
Mstep: Class 19 contains 89978 members 
Mstep: Class 20 contains 39211 members 
Mstep: Class 21 contains 10107 members 
Mstep: Class 22 contains 142094 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 76343 members 
Mstep: Class 26 contains 83828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101832.000000 Penalty: 57975.621094
Iteration 123Q: 27 clusters Score -1.021018e+08 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 16564 members 
Mstep: Class 3 contains 15435 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 155349 members 
Mstep: Class 6 contains 134848 members 
Mstep: Class 7 contains 16728 members 
Mstep: Class 8 contains 4000 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 4134 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 9571 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 14 contains 46516 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 38335 members 
Mstep: Class 19 contains 89977 members 
Mstep: Class 20 contains 39217 members 
Mstep: Class 21 contains 10123 members 
Mstep: Class 22 contains 143971 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 75997 members 
Mstep: Class 26 contains 81091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101480.000000 Penalty: 57975.621094
Iteration 124Q: 27 clusters Score -1.021015e+08 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 16563 members 
Mstep: Class 3 contains 15425 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 155362 members 
Mstep: Class 6 contains 134852 members 
Mstep: Class 7 contains 16734 members 
Mstep: Class 8 contains 4002 members 
Mstep: Class 9 contains 2224 members 
Mstep: Class 10 contains 4128 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 9571 members 
Mstep: Class 13 contains 3032 members 
Mstep: Class 14 contains 46521 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 39984 members 
Mstep: Class 19 contains 89985 members 
Mstep: Class 20 contains 39222 members 
Mstep: Class 21 contains 10121 members 
Mstep: Class 22 contains 146213 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 75636 members 
Mstep: Class 26 contains 77729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100896.000000 Penalty: 57975.621094
Iteration 125Q: 27 clusters Score -1.021009e+08 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 16562 members 
Mstep: Class 3 contains 15423 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 155377 members 
Mstep: Class 6 contains 134852 members 
Mstep: Class 7 contains 16741 members 
Mstep: Class 8 contains 4003 members 
Mstep: Class 9 contains 2049 members 
Mstep: Class 10 contains 4122 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 9568 members 
Mstep: Class 13 contains 3020 members 
Mstep: Class 14 contains 46526 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 41927 members 
Mstep: Class 19 contains 90045 members 
Mstep: Class 20 contains 39220 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 148831 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 75314 members 
Mstep: Class 26 contains 73635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2183.457275 but Gain 2229.832031
Score: -102099304.000000 Penalty: 55745.789062
Iteration 126Q: 26 clusters Score -1.020993e+08 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 16563 members 
Mstep: Class 3 contains 15579 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 155395 members 
Mstep: Class 6 contains 134853 members 
Mstep: Class 7 contains 16746 members 
Mstep: Class 8 contains 4003 members 
Mstep: Class 10 contains 4118 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 9570 members 
Mstep: Class 13 contains 3003 members 
Mstep: Class 14 contains 46530 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 45173 members 
Mstep: Class 19 contains 90144 members 
Mstep: Class 20 contains 39218 members 
Mstep: Class 21 contains 10077 members 
Mstep: Class 22 contains 151929 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 75436 members 
Mstep: Class 26 contains 68989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099280.000000 Penalty: 55745.789062
Iteration 127Q: 26 clusters Score -1.020993e+08 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 16565 members 
Mstep: Class 3 contains 15603 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 155403 members 
Mstep: Class 6 contains 134844 members 
Mstep: Class 7 contains 16759 members 
Mstep: Class 8 contains 4004 members 
Mstep: Class 10 contains 4115 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 9566 members 
Mstep: Class 13 contains 2993 members 
Mstep: Class 14 contains 46536 members 
Mstep: Class 15 contains 3620 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 202 members 
Mstep: Class 18 contains 48123 members 
Mstep: Class 19 contains 90214 members 
Mstep: Class 20 contains 39219 members 
Mstep: Class 21 contains 10075 members 
Mstep: Class 22 contains 154414 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 963 members 
Mstep: Class 25 contains 75022 members 
Mstep: Class 26 contains 63898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097096.000000 Penalty: 55745.789062
Iteration 128Q: 26 clusters Score -1.020971e+08 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 16569 members 
Mstep: Class 3 contains 15628 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155404 members 
Mstep: Class 6 contains 134852 members 
Mstep: Class 7 contains 16772 members 
Mstep: Class 8 contains 4006 members 
Mstep: Class 10 contains 4112 members 
Mstep: Class 11 contains 2264 members 
Mstep: Class 12 contains 9562 members 
Mstep: Class 13 contains 2971 members 
Mstep: Class 14 contains 46543 members 
Mstep: Class 15 contains 3621 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 51145 members 
Mstep: Class 19 contains 90320 members 
Mstep: Class 20 contains 39221 members 
Mstep: Class 21 contains 10090 members 
Mstep: Class 22 contains 156446 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 963 members 
Mstep: Class 25 contains 74781 members 
Mstep: Class 26 contains 58932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094968.000000 Penalty: 55745.789062
Iteration 129Q: 26 clusters Score -1.02095e+08 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 16574 members 
Mstep: Class 3 contains 15684 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 155414 members 
Mstep: Class 6 contains 134868 members 
Mstep: Class 7 contains 16782 members 
Mstep: Class 8 contains 4008 members 
Mstep: Class 10 contains 4102 members 
Mstep: Class 11 contains 2265 members 
Mstep: Class 12 contains 9559 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 46547 members 
Mstep: Class 15 contains 3603 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 54306 members 
Mstep: Class 19 contains 90450 members 
Mstep: Class 20 contains 39218 members 
Mstep: Class 21 contains 10093 members 
Mstep: Class 22 contains 157695 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 965 members 
Mstep: Class 25 contains 74657 members 
Mstep: Class 26 contains 54476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093488.000000 Penalty: 55745.789062
Iteration 130Q: 26 clusters Score -1.020935e+08 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 16570 members 
Mstep: Class 3 contains 15704 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 155453 members 
Mstep: Class 6 contains 134873 members 
Mstep: Class 7 contains 16785 members 
Mstep: Class 8 contains 4009 members 
Mstep: Class 10 contains 4097 members 
Mstep: Class 11 contains 2265 members 
Mstep: Class 12 contains 9557 members 
Mstep: Class 13 contains 2924 members 
Mstep: Class 14 contains 46534 members 
Mstep: Class 15 contains 3603 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 57551 members 
Mstep: Class 19 contains 90587 members 
Mstep: Class 20 contains 39214 members 
Mstep: Class 21 contains 10108 members 
Mstep: Class 22 contains 158156 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 74541 members 
Mstep: Class 26 contains 50717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092184.000000 Penalty: 55745.789062
Iteration 131Q: 26 clusters Score -1.020922e+08 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 16571 members 
Mstep: Class 3 contains 15737 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 155469 members 
Mstep: Class 6 contains 134889 members 
Mstep: Class 7 contains 16788 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 10 contains 4091 members 
Mstep: Class 11 contains 2264 members 
Mstep: Class 12 contains 9563 members 
Mstep: Class 13 contains 2908 members 
Mstep: Class 14 contains 46531 members 
Mstep: Class 15 contains 3606 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 60980 members 
Mstep: Class 19 contains 90680 members 
Mstep: Class 20 contains 39209 members 
Mstep: Class 21 contains 10109 members 
Mstep: Class 22 contains 157725 members 
Mstep: Class 23 contains 3363 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 74461 members 
Mstep: Class 26 contains 47660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092552.000000 Penalty: 55745.789062
Iteration 132Q: 26 clusters Score -1.020926e+08 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 16574 members 
Mstep: Class 3 contains 15748 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155480 members 
Mstep: Class 6 contains 134879 members 
Mstep: Class 7 contains 16792 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 10 contains 4085 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 12 contains 9563 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 46533 members 
Mstep: Class 15 contains 3613 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 64467 members 
Mstep: Class 19 contains 90798 members 
Mstep: Class 20 contains 39206 members 
Mstep: Class 21 contains 10120 members 
Mstep: Class 22 contains 156783 members 
Mstep: Class 23 contains 3366 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 74426 members 
Mstep: Class 26 contains 45010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093168.000000 Penalty: 55745.789062
Iteration 133Q: 26 clusters Score -1.020932e+08 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 16571 members 
Mstep: Class 3 contains 15728 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155481 members 
Mstep: Class 6 contains 134877 members 
Mstep: Class 7 contains 16788 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 10 contains 4079 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 12 contains 9564 members 
Mstep: Class 13 contains 2885 members 
Mstep: Class 14 contains 46532 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 67754 members 
Mstep: Class 19 contains 90924 members 
Mstep: Class 20 contains 39210 members 
Mstep: Class 21 contains 10131 members 
Mstep: Class 22 contains 155752 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 74401 members 
Mstep: Class 26 contains 42673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094016.000000 Penalty: 55745.789062
Iteration 134Q: 26 clusters Score -1.02094e+08 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 16564 members 
Mstep: Class 3 contains 15683 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155489 members 
Mstep: Class 6 contains 134865 members 
Mstep: Class 7 contains 16788 members 
Mstep: Class 8 contains 4028 members 
Mstep: Class 10 contains 4079 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 12 contains 9568 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 46533 members 
Mstep: Class 15 contains 3626 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 70588 members 
Mstep: Class 19 contains 91037 members 
Mstep: Class 20 contains 39204 members 
Mstep: Class 21 contains 10141 members 
Mstep: Class 22 contains 154895 members 
Mstep: Class 23 contains 3373 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 74372 members 
Mstep: Class 26 contains 40647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093984.000000 Penalty: 55745.789062
Iteration 135Q: 26 clusters Score -1.02094e+08 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 16564 members 
Mstep: Class 3 contains 15642 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155480 members 
Mstep: Class 6 contains 134869 members 
Mstep: Class 7 contains 16788 members 
Mstep: Class 8 contains 4036 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 9567 members 
Mstep: Class 13 contains 2879 members 
Mstep: Class 14 contains 46538 members 
Mstep: Class 15 contains 3626 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 72760 members 
Mstep: Class 19 contains 91112 members 
Mstep: Class 20 contains 39200 members 
Mstep: Class 21 contains 10149 members 
Mstep: Class 22 contains 154671 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 74222 members 
Mstep: Class 26 contains 38811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093872.000000 Penalty: 55745.789062
Iteration 136Q: 26 clusters Score -1.020939e+08 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 16574 members 
Mstep: Class 3 contains 15619 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155467 members 
Mstep: Class 6 contains 134890 members 
Mstep: Class 7 contains 16785 members 
Mstep: Class 8 contains 4046 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 9569 members 
Mstep: Class 13 contains 2879 members 
Mstep: Class 14 contains 46536 members 
Mstep: Class 15 contains 3627 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 74416 members 
Mstep: Class 19 contains 91140 members 
Mstep: Class 20 contains 39193 members 
Mstep: Class 21 contains 10162 members 
Mstep: Class 22 contains 155139 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 73796 members 
Mstep: Class 26 contains 37084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092912.000000 Penalty: 55745.789062
Iteration 137Q: 26 clusters Score -1.020929e+08 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 16578 members 
Mstep: Class 3 contains 15629 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155475 members 
Mstep: Class 6 contains 134896 members 
Mstep: Class 7 contains 16784 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 9567 members 
Mstep: Class 13 contains 2879 members 
Mstep: Class 14 contains 46534 members 
Mstep: Class 15 contains 3625 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 75706 members 
Mstep: Class 19 contains 91154 members 
Mstep: Class 20 contains 39188 members 
Mstep: Class 21 contains 10169 members 
Mstep: Class 22 contains 156034 members 
Mstep: Class 23 contains 3379 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 73278 members 
Mstep: Class 26 contains 35381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092184.000000 Penalty: 55745.789062
Iteration 138Q: 26 clusters Score -1.020922e+08 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 16582 members 
Mstep: Class 3 contains 15628 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155483 members 
Mstep: Class 6 contains 134912 members 
Mstep: Class 7 contains 16779 members 
Mstep: Class 8 contains 4063 members 
Mstep: Class 10 contains 4060 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 9564 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 14 contains 46537 members 
Mstep: Class 15 contains 3625 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 76606 members 
Mstep: Class 19 contains 91145 members 
Mstep: Class 20 contains 39183 members 
Mstep: Class 21 contains 10177 members 
Mstep: Class 22 contains 157170 members 
Mstep: Class 23 contains 3382 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 72851 members 
Mstep: Class 26 contains 33759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090712.000000 Penalty: 55745.789062
Iteration 139Q: 26 clusters Score -1.020907e+08 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 16586 members 
Mstep: Class 3 contains 15631 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155471 members 
Mstep: Class 6 contains 134941 members 
Mstep: Class 7 contains 16774 members 
Mstep: Class 8 contains 4070 members 
Mstep: Class 10 contains 4057 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 9569 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 46536 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 1690 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 77234 members 
Mstep: Class 19 contains 91150 members 
Mstep: Class 20 contains 39178 members 
Mstep: Class 21 contains 10198 members 
Mstep: Class 22 contains 158379 members 
Mstep: Class 23 contains 3383 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 72455 members 
Mstep: Class 26 contains 32276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092968.000000 Penalty: 55745.789062
Iteration 140F: 26 clusters Score -1.02093e+08 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 16591 members 
Mstep: Class 3 contains 15625 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155456 members 
Mstep: Class 6 contains 134992 members 
Mstep: Class 7 contains 16770 members 
Mstep: Class 8 contains 4076 members 
Mstep: Class 10 contains 4054 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 12 contains 9572 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 14 contains 46532 members 
Mstep: Class 15 contains 3615 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 82391 members 
Mstep: Class 19 contains 91127 members 
Mstep: Class 20 contains 39172 members 
Mstep: Class 21 contains 10221 members 
Mstep: Class 22 contains 157303 members 
Mstep: Class 23 contains 3385 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 72044 members 
Mstep: Class 26 contains 28619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094184.000000 Penalty: 55745.789062
Iteration 141Q: 26 clusters Score -1.020942e+08 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 16592 members 
Mstep: Class 3 contains 15602 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155415 members 
Mstep: Class 6 contains 135051 members 
Mstep: Class 7 contains 16769 members 
Mstep: Class 8 contains 4081 members 
Mstep: Class 10 contains 4045 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 9577 members 
Mstep: Class 13 contains 2866 members 
Mstep: Class 14 contains 46528 members 
Mstep: Class 15 contains 3613 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 87264 members 
Mstep: Class 19 contains 91132 members 
Mstep: Class 20 contains 39172 members 
Mstep: Class 21 contains 10252 members 
Mstep: Class 22 contains 155712 members 
Mstep: Class 23 contains 3387 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 71724 members 
Mstep: Class 26 contains 25639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095528.000000 Penalty: 55745.789062
Iteration 142Q: 26 clusters Score -1.020955e+08 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 16595 members 
Mstep: Class 3 contains 15589 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155367 members 
Mstep: Class 6 contains 135118 members 
Mstep: Class 7 contains 16766 members 
Mstep: Class 8 contains 4088 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 9584 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 14 contains 46521 members 
Mstep: Class 15 contains 3609 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 201 members 
Mstep: Class 18 contains 91728 members 
Mstep: Class 19 contains 91125 members 
Mstep: Class 20 contains 39178 members 
Mstep: Class 21 contains 10280 members 
Mstep: Class 22 contains 153809 members 
Mstep: Class 23 contains 3388 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 71537 members 
Mstep: Class 26 contains 23246 members 
Entering Unmasked Estep 
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Iteration 143Q: 26 clusters Score -1.020972e+08 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 16611 members 
Mstep: Class 3 contains 15565 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155307 members 
Mstep: Class 6 contains 135177 members 
Mstep: Class 7 contains 16770 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 10 contains 4025 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 9587 members 
Mstep: Class 13 contains 2862 members 
Mstep: Class 14 contains 46517 members 
Mstep: Class 15 contains 3605 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 200 members 
Mstep: Class 18 contains 95706 members 
Mstep: Class 19 contains 91136 members 
Mstep: Class 20 contains 39184 members 
Mstep: Class 21 contains 10315 members 
Mstep: Class 22 contains 151962 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 71404 members 
Mstep: Class 26 contains 21221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098160.000000 Penalty: 55745.789062
Iteration 144Q: 26 clusters Score -1.020982e+08 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 16627 members 
Mstep: Class 3 contains 15512 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155238 members 
Mstep: Class 6 contains 135245 members 
Mstep: Class 7 contains 16758 members 
Mstep: Class 8 contains 4100 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 9594 members 
Mstep: Class 13 contains 2863 members 
Mstep: Class 14 contains 46509 members 
Mstep: Class 15 contains 3600 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 200 members 
Mstep: Class 18 contains 99334 members 
Mstep: Class 19 contains 91143 members 
Mstep: Class 20 contains 39192 members 
Mstep: Class 21 contains 10356 members 
Mstep: Class 22 contains 150052 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 71424 members 
Mstep: Class 26 contains 19488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099048.000000 Penalty: 55745.789062
Iteration 145Q: 26 clusters Score -1.02099e+08 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 16637 members 
Mstep: Class 3 contains 15460 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155179 members 
Mstep: Class 6 contains 135318 members 
Mstep: Class 7 contains 16758 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 2268 members 
Mstep: Class 12 contains 9599 members 
Mstep: Class 13 contains 2859 members 
Mstep: Class 14 contains 46502 members 
Mstep: Class 15 contains 3594 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 200 members 
Mstep: Class 18 contains 102493 members 
Mstep: Class 19 contains 91136 members 
Mstep: Class 20 contains 39201 members 
Mstep: Class 21 contains 10396 members 
Mstep: Class 22 contains 148257 members 
Mstep: Class 23 contains 3389 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 71552 members 
Mstep: Class 26 contains 18007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102100352.000000 Penalty: 55745.789062
Iteration 146Q: 26 clusters Score -1.021004e+08 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 16638 members 
Mstep: Class 3 contains 15421 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155125 members 
Mstep: Class 6 contains 135398 members 
Mstep: Class 7 contains 16753 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 10 contains 4005 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 12 contains 9602 members 
Mstep: Class 13 contains 2853 members 
Mstep: Class 14 contains 46503 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 200 members 
Mstep: Class 18 contains 105224 members 
Mstep: Class 19 contains 91103 members 
Mstep: Class 20 contains 39204 members 
Mstep: Class 21 contains 10430 members 
Mstep: Class 22 contains 146633 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 71662 members 
Mstep: Class 26 contains 16824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101328.000000 Penalty: 55745.789062
Iteration 147Q: 26 clusters Score -1.021013e+08 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 16644 members 
Mstep: Class 3 contains 15392 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155084 members 
Mstep: Class 6 contains 135454 members 
Mstep: Class 7 contains 16747 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 10 contains 4001 members 
Mstep: Class 11 contains 2265 members 
Mstep: Class 12 contains 9606 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 46506 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 107584 members 
Mstep: Class 19 contains 91073 members 
Mstep: Class 20 contains 39206 members 
Mstep: Class 21 contains 10452 members 
Mstep: Class 22 contains 145083 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 71873 members 
Mstep: Class 26 contains 15842 members 
Entering Unmasked Estep 
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Iteration 148Q: 26 clusters Score -1.02102e+08 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 16648 members 
Mstep: Class 3 contains 15358 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 155038 members 
Mstep: Class 6 contains 135513 members 
Mstep: Class 7 contains 16744 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 10 contains 3997 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 9608 members 
Mstep: Class 13 contains 2842 members 
Mstep: Class 14 contains 46507 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 109528 members 
Mstep: Class 19 contains 91056 members 
Mstep: Class 20 contains 39207 members 
Mstep: Class 21 contains 10468 members 
Mstep: Class 22 contains 143615 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 72208 members 
Mstep: Class 26 contains 15060 members 
Entering Unmasked Estep 
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Iteration 149Q: 26 clusters Score -1.021029e+08 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 16653 members 
Mstep: Class 3 contains 15342 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 154993 members 
Mstep: Class 6 contains 135560 members 
Mstep: Class 7 contains 16741 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 10 contains 3991 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 9612 members 
Mstep: Class 13 contains 2839 members 
Mstep: Class 14 contains 46502 members 
Mstep: Class 15 contains 3592 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 111147 members 
Mstep: Class 19 contains 91053 members 
Mstep: Class 20 contains 39215 members 
Mstep: Class 21 contains 10497 members 
Mstep: Class 22 contains 142198 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 72546 members 
Mstep: Class 26 contains 14496 members 
Entering Unmasked Estep 
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Iteration 150Q: 26 clusters Score -1.021031e+08 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 16661 members 
Mstep: Class 3 contains 15318 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 154946 members 
Mstep: Class 6 contains 135609 members 
Mstep: Class 7 contains 16737 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 10 contains 3984 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 9617 members 
Mstep: Class 13 contains 2836 members 
Mstep: Class 14 contains 46500 members 
Mstep: Class 15 contains 3606 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 112393 members 
Mstep: Class 19 contains 91075 members 
Mstep: Class 20 contains 39222 members 
Mstep: Class 21 contains 10500 members 
Mstep: Class 22 contains 140958 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 72981 members 
Mstep: Class 26 contains 14040 members 
Entering Unmasked Estep 
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Iteration 151Q: 26 clusters Score -1.021037e+08 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 16666 members 
Mstep: Class 3 contains 15297 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 154888 members 
Mstep: Class 6 contains 135658 members 
Mstep: Class 7 contains 16730 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 10 contains 3980 members 
Mstep: Class 11 contains 2264 members 
Mstep: Class 12 contains 9618 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 46500 members 
Mstep: Class 15 contains 3621 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 113347 members 
Mstep: Class 19 contains 91115 members 
Mstep: Class 20 contains 39233 members 
Mstep: Class 21 contains 10501 members 
Mstep: Class 22 contains 139851 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 73446 members 
Mstep: Class 26 contains 13695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104112.000000 Penalty: 55745.789062
Iteration 152Q: 26 clusters Score -1.021041e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 16667 members 
Mstep: Class 3 contains 15299 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 154816 members 
Mstep: Class 6 contains 135732 members 
Mstep: Class 7 contains 16722 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 2265 members 
Mstep: Class 12 contains 9621 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 46496 members 
Mstep: Class 15 contains 3626 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 114108 members 
Mstep: Class 19 contains 91146 members 
Mstep: Class 20 contains 39243 members 
Mstep: Class 21 contains 10499 members 
Mstep: Class 22 contains 138773 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 73987 members 
Mstep: Class 26 contains 13437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104464.000000 Penalty: 55745.789062
Iteration 153Q: 26 clusters Score -1.021045e+08 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 16667 members 
Mstep: Class 3 contains 15294 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 154761 members 
Mstep: Class 6 contains 135800 members 
Mstep: Class 7 contains 16715 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 12 contains 9620 members 
Mstep: Class 13 contains 2825 members 
Mstep: Class 14 contains 46498 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 114701 members 
Mstep: Class 19 contains 91178 members 
Mstep: Class 20 contains 39256 members 
Mstep: Class 21 contains 10491 members 
Mstep: Class 22 contains 137773 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 74560 members 
Mstep: Class 26 contains 13230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102104936.000000 Penalty: 55745.789062
Iteration 154Q: 26 clusters Score -1.021049e+08 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 16666 members 
Mstep: Class 3 contains 15283 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 154680 members 
Mstep: Class 6 contains 135895 members 
Mstep: Class 7 contains 16707 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 10 contains 3973 members 
Mstep: Class 11 contains 2265 members 
Mstep: Class 12 contains 9621 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 46500 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 115120 members 
Mstep: Class 19 contains 91223 members 
Mstep: Class 20 contains 39263 members 
Mstep: Class 21 contains 10503 members 
Mstep: Class 22 contains 136772 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 75195 members 
Mstep: Class 26 contains 13112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105600.000000 Penalty: 55745.789062
Iteration 155Q: 26 clusters Score -1.021056e+08 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 16662 members 
Mstep: Class 3 contains 15279 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 154582 members 
Mstep: Class 6 contains 136010 members 
Mstep: Class 7 contains 16699 members 
Mstep: Class 8 contains 4115 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 2265 members 
Mstep: Class 12 contains 9624 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 46498 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 115539 members 
Mstep: Class 19 contains 91251 members 
Mstep: Class 20 contains 39265 members 
Mstep: Class 21 contains 10522 members 
Mstep: Class 22 contains 135688 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 75898 members 
Mstep: Class 26 contains 13013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105808.000000 Penalty: 55745.789062
Iteration 156Q: 26 clusters Score -1.021058e+08 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 16654 members 
Mstep: Class 3 contains 15270 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 154469 members 
Mstep: Class 6 contains 136149 members 
Mstep: Class 7 contains 16689 members 
Mstep: Class 8 contains 4121 members 
Mstep: Class 10 contains 3968 members 
Mstep: Class 11 contains 2264 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 46499 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 115903 members 
Mstep: Class 19 contains 91279 members 
Mstep: Class 20 contains 39270 members 
Mstep: Class 21 contains 10548 members 
Mstep: Class 22 contains 134586 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 76676 members 
Mstep: Class 26 contains 12908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105736.000000 Penalty: 55745.789062
Iteration 157Q: 26 clusters Score -1.021057e+08 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 16646 members 
Mstep: Class 3 contains 15278 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 154343 members 
Mstep: Class 6 contains 136301 members 
Mstep: Class 7 contains 16677 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 10 contains 3967 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 9631 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 46494 members 
Mstep: Class 15 contains 3692 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 116082 members 
Mstep: Class 19 contains 91293 members 
Mstep: Class 20 contains 39274 members 
Mstep: Class 21 contains 10575 members 
Mstep: Class 22 contains 133521 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 77597 members 
Mstep: Class 26 contains 12813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105992.000000 Penalty: 55745.789062
Iteration 158Q: 26 clusters Score -1.02106e+08 nChanged 2939
Entering ConstructFrom: 
Score: -102105992.000000 Penalty: 55745.789062
Entering ConstructFrom: 
Trying to split cluster 1 (10617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Entering Unmasked Estep 
Score: -1231035.000000 Penalty: 1506.409424
	Iteration 0F: 2 clusters Score -1231035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1223469.000000 Penalty: 3012.818848
	Iteration 0F: 3 clusters Score -1223469 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1226049.875000 Penalty: 3012.818848
	Iteration 1F: 3 clusters Score -1226050 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1226270.875000 Penalty: 3012.818848
	Iteration 2F: 3 clusters Score -1226271 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1226471.625000 Penalty: 3012.818848
	Iteration 3Q: 3 clusters Score -1226472 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1226668.125000 Penalty: 3012.818848
	Iteration 4Q: 3 clusters Score -1226668 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1226848.625000 Penalty: 3012.818848
	Iteration 5Q: 3 clusters Score -1226849 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1227051.375000 Penalty: 3012.818848
	Iteration 6Q: 3 clusters Score -1227051 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1227266.625000 Penalty: 3012.818848
	Iteration 7Q: 3 clusters Score -1227267 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1227498.250000 Penalty: 3012.818848
	Iteration 8Q: 3 clusters Score -1227498 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1227792.250000 Penalty: 3012.818848
	Iteration 9Q: 3 clusters Score -1227792 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1228127.250000 Penalty: 3012.818848
	Iteration 10Q: 3 clusters Score -1228127 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1228413.625000 Penalty: 3012.818848
	Iteration 11Q: 3 clusters Score -1228414 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1228649.750000 Penalty: 3012.818848
	Iteration 12Q: 3 clusters Score -1228650 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1228789.750000 Penalty: 3012.818848
	Iteration 13Q: 3 clusters Score -1228790 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1228872.125000 Penalty: 3012.818848
	Iteration 14Q: 3 clusters Score -1228872 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1228938.250000 Penalty: 3012.818848
	Iteration 15Q: 3 clusters Score -1228938 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1228992.000000 Penalty: 3012.818848
	Iteration 16Q: 3 clusters Score -1228992 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1229028.625000 Penalty: 3012.818848
	Iteration 17Q: 3 clusters Score -1229029 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1229056.625000 Penalty: 3012.818848
	Iteration 18Q: 3 clusters Score -1229057 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1229086.625000 Penalty: 3012.818848
	Iteration 19Q: 3 clusters Score -1229087 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1229114.875000 Penalty: 3012.818848
	Iteration 20F: 3 clusters Score -1229115 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1229132.875000 Penalty: 3012.818848
	Iteration 21Q: 3 clusters Score -1229133 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1229151.500000 Penalty: 3012.818848
	Iteration 22Q: 3 clusters Score -1229152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1229172.500000 Penalty: 3012.818848
	Iteration 23Q: 3 clusters Score -1229172 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1229193.750000 Penalty: 3012.818848
	Iteration 24Q: 3 clusters Score -1229194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1229209.000000 Penalty: 3012.818848
	Iteration 25Q: 3 clusters Score -1229209 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1229229.500000 Penalty: 3012.818848
	Iteration 26Q: 3 clusters Score -1229230 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1229248.625000 Penalty: 3012.818848
	Iteration 27Q: 3 clusters Score -1229249 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1229265.250000 Penalty: 3012.818848
	Iteration 28Q: 3 clusters Score -1229265 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1229282.000000 Penalty: 3012.818848
	Iteration 29Q: 3 clusters Score -1229282 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1229292.125000 Penalty: 3012.818848
	Iteration 30Q: 3 clusters Score -1229292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1229305.375000 Penalty: 3012.818848
	Iteration 31Q: 3 clusters Score -1229305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1229319.125000 Penalty: 3012.818848
	Iteration 32Q: 3 clusters Score -1229319 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1229322.000000 Penalty: 3012.818848
	Iteration 33Q: 3 clusters Score -1229322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1229337.375000 Penalty: 3012.818848
	Iteration 34Q: 3 clusters Score -1229337 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1229352.750000 Penalty: 3012.818848
	Iteration 35Q: 3 clusters Score -1229353 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1229368.500000 Penalty: 3012.818848
	Iteration 36Q: 3 clusters Score -1229368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1229384.000000 Penalty: 3012.818848
	Iteration 37Q: 3 clusters Score -1229384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1229402.375000 Penalty: 3012.818848
	Iteration 38Q: 3 clusters Score -1229402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1229416.875000 Penalty: 3012.818848
	Iteration 39Q: 3 clusters Score -1229417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1229436.500000 Penalty: 3012.818848
	Iteration 40F: 3 clusters Score -1229436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1229454.750000 Penalty: 3012.818848
	Iteration 41Q: 3 clusters Score -1229455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1229465.250000 Penalty: 3012.818848
	Iteration 42Q: 3 clusters Score -1229465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1229473.875000 Penalty: 3012.818848
	Iteration 43Q: 3 clusters Score -1229474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1229484.000000 Penalty: 3012.818848
	Iteration 44Q: 3 clusters Score -1229484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1229492.000000 Penalty: 3012.818848
	Iteration 45Q: 3 clusters Score -1229492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1229498.375000 Penalty: 3012.818848
	Iteration 46Q: 3 clusters Score -1229498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1229508.500000 Penalty: 3012.818848
	Iteration 47Q: 3 clusters Score -1229508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1229527.625000 Penalty: 3012.818848
	Iteration 48Q: 3 clusters Score -1229528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1229533.750000 Penalty: 3012.818848
	Iteration 49Q: 3 clusters Score -1229534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1229543.625000 Penalty: 3012.818848
	Iteration 50Q: 3 clusters Score -1229544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1229551.375000 Penalty: 3012.818848
	Iteration 51Q: 3 clusters Score -1229551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1229559.750000 Penalty: 3012.818848
	Iteration 52Q: 3 clusters Score -1229560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1229570.500000 Penalty: 3012.818848
	Iteration 53Q: 3 clusters Score -1229570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1229587.000000 Penalty: 3012.818848
	Iteration 54Q: 3 clusters Score -1229587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1229599.375000 Penalty: 3012.818848
	Iteration 55Q: 3 clusters Score -1229599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1229606.625000 Penalty: 3012.818848
	Iteration 56Q: 3 clusters Score -1229607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1229614.875000 Penalty: 3012.818848
	Iteration 57Q: 3 clusters Score -1229615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1229629.625000 Penalty: 3012.818848
	Iteration 58Q: 3 clusters Score -1229630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1229638.250000 Penalty: 3012.818848
	Iteration 59Q: 3 clusters Score -1229638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1229643.125000 Penalty: 3012.818848
	Iteration 60F: 3 clusters Score -1229643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1229646.375000 Penalty: 3012.818848
	Iteration 61Q: 3 clusters Score -1229646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1229654.750000 Penalty: 3012.818848
	Iteration 62Q: 3 clusters Score -1229655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1229660.000000 Penalty: 3012.818848
	Iteration 63Q: 3 clusters Score -1229660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1229663.875000 Penalty: 3012.818848
	Iteration 64Q: 3 clusters Score -1229664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1229670.375000 Penalty: 3012.818848
	Iteration 65Q: 3 clusters Score -1229670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1229675.000000 Penalty: 3012.818848
	Iteration 66Q: 3 clusters Score -1229675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1229674.875000 Penalty: 3012.818848
	Iteration 67Q: 3 clusters Score -1229675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1229675.375000 Penalty: 3012.818848
	Iteration 68Q: 3 clusters Score -1229675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1229676.500000 Penalty: 3012.818848
	Iteration 69Q: 3 clusters Score -1229676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1229678.250000 Penalty: 3012.818848
	Iteration 70Q: 3 clusters Score -1229678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1229679.875000 Penalty: 3012.818848
	Iteration 71Q: 3 clusters Score -1229680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1229682.500000 Penalty: 3012.818848
	Iteration 72Q: 3 clusters Score -1229682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1229679.625000 Penalty: 3012.818848
	Iteration 73Q: 3 clusters Score -1229680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1229681.750000 Penalty: 3012.818848
	Iteration 74Q: 3 clusters Score -1229682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1229681.375000 Penalty: 3012.818848
	Iteration 75Q: 3 clusters Score -1229681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1229683.875000 Penalty: 3012.818848
	Iteration 76Q: 3 clusters Score -1229684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1229684.750000 Penalty: 3012.818848
	Iteration 77Q: 3 clusters Score -1229685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1229684.750000 Penalty: 3012.818848
	Iteration 78F: 3 clusters Score -1229685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Entering Unmasked Estep 
Score: -1895760.375000 Penalty: 1579.380371
	Iteration 0F: 2 clusters Score -1895760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1884359.125000 Penalty: 3158.760742
	Iteration 0F: 3 clusters Score -1884359 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1888614.500000 Penalty: 3158.760742
	Iteration 1F: 3 clusters Score -1888614 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1889105.750000 Penalty: 3158.760742
	Iteration 2F: 3 clusters Score -1889106 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1889666.375000 Penalty: 3158.760742
	Iteration 3F: 3 clusters Score -1889666 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1890309.500000 Penalty: 3158.760742
	Iteration 4F: 3 clusters Score -1890310 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1891028.500000 Penalty: 3158.760742
	Iteration 5F: 3 clusters Score -1891028 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1891703.375000 Penalty: 3158.760742
	Iteration 6F: 3 clusters Score -1891703 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1892346.500000 Penalty: 3158.760742
	Iteration 7F: 3 clusters Score -1892346 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1892872.625000 Penalty: 3158.760742
	Iteration 8Q: 3 clusters Score -1892873 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1893309.375000 Penalty: 3158.760742
	Iteration 9Q: 3 clusters Score -1893309 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1893566.250000 Penalty: 3158.760742
	Iteration 10Q: 3 clusters Score -1893566 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1893695.000000 Penalty: 3158.760742
	Iteration 11Q: 3 clusters Score -1893695 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1893766.375000 Penalty: 3158.760742
	Iteration 12Q: 3 clusters Score -1893766 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1893808.375000 Penalty: 3158.760742
	Iteration 13Q: 3 clusters Score -1893808 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1893839.000000 Penalty: 3158.760742
	Iteration 14Q: 3 clusters Score -1893839 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1893858.250000 Penalty: 3158.760742
	Iteration 15Q: 3 clusters Score -1893858 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1893885.750000 Penalty: 3158.760742
	Iteration 16Q: 3 clusters Score -1893886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1893905.375000 Penalty: 3158.760742
	Iteration 17Q: 3 clusters Score -1893905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1893929.500000 Penalty: 3158.760742
	Iteration 18Q: 3 clusters Score -1893930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1893945.625000 Penalty: 3158.760742
	Iteration 19Q: 3 clusters Score -1893946 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1893972.125000 Penalty: 3158.760742
	Iteration 20F: 3 clusters Score -1893972 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1893992.500000 Penalty: 3158.760742
	Iteration 21Q: 3 clusters Score -1893992 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1894010.500000 Penalty: 3158.760742
	Iteration 22Q: 3 clusters Score -1894010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1894028.750000 Penalty: 3158.760742
	Iteration 23Q: 3 clusters Score -1894029 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1894042.625000 Penalty: 3158.760742
	Iteration 24Q: 3 clusters Score -1894043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1894057.500000 Penalty: 3158.760742
	Iteration 25Q: 3 clusters Score -1894058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1894072.750000 Penalty: 3158.760742
	Iteration 26Q: 3 clusters Score -1894073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1894086.500000 Penalty: 3158.760742
	Iteration 27Q: 3 clusters Score -1894086 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1894094.250000 Penalty: 3158.760742
	Iteration 28Q: 3 clusters Score -1894094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1894105.500000 Penalty: 3158.760742
	Iteration 29Q: 3 clusters Score -1894106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1894120.250000 Penalty: 3158.760742
	Iteration 30Q: 3 clusters Score -1894120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1894132.125000 Penalty: 3158.760742
	Iteration 31Q: 3 clusters Score -1894132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1894149.125000 Penalty: 3158.760742
	Iteration 32Q: 3 clusters Score -1894149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1894153.500000 Penalty: 3158.760742
	Iteration 33Q: 3 clusters Score -1894154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1894161.875000 Penalty: 3158.760742
	Iteration 34Q: 3 clusters Score -1894162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1894166.500000 Penalty: 3158.760742
	Iteration 35Q: 3 clusters Score -1894166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1894174.250000 Penalty: 3158.760742
	Iteration 36Q: 3 clusters Score -1894174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1894177.250000 Penalty: 3158.760742
	Iteration 37Q: 3 clusters Score -1894177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1894180.375000 Penalty: 3158.760742
	Iteration 38Q: 3 clusters Score -1894180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1894185.375000 Penalty: 3158.760742
	Iteration 39Q: 3 clusters Score -1894185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1894192.875000 Penalty: 3158.760742
	Iteration 40F: 3 clusters Score -1894193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1894197.500000 Penalty: 3158.760742
	Iteration 41Q: 3 clusters Score -1894198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1894204.375000 Penalty: 3158.760742
	Iteration 42Q: 3 clusters Score -1894204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1894202.375000 Penalty: 3158.760742
	Iteration 43Q: 3 clusters Score -1894202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1894209.875000 Penalty: 3158.760742
	Iteration 44Q: 3 clusters Score -1894210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1894211.000000 Penalty: 3158.760742
	Iteration 45Q: 3 clusters Score -1894211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1894215.125000 Penalty: 3158.760742
	Iteration 46Q: 3 clusters Score -1894215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1894214.375000 Penalty: 3158.760742
	Iteration 47Q: 3 clusters Score -1894214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1894216.125000 Penalty: 3158.760742
	Iteration 48Q: 3 clusters Score -1894216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1894219.625000 Penalty: 3158.760742
	Iteration 49Q: 3 clusters Score -1894220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1894219.750000 Penalty: 3158.760742
	Iteration 50Q: 3 clusters Score -1894220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1894220.625000 Penalty: 3158.760742
	Iteration 51Q: 3 clusters Score -1894221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1894227.500000 Penalty: 3158.760742
	Iteration 52Q: 3 clusters Score -1894228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1894230.875000 Penalty: 3158.760742
	Iteration 53Q: 3 clusters Score -1894231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1894231.625000 Penalty: 3158.760742
	Iteration 54Q: 3 clusters Score -1894232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1894231.250000 Penalty: 3158.760742
	Iteration 55Q: 3 clusters Score -1894231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1894231.000000 Penalty: 3158.760742
	Iteration 56Q: 3 clusters Score -1894231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1894231.375000 Penalty: 3158.760742
	Iteration 57Q: 3 clusters Score -1894231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1894231.875000 Penalty: 3158.760742
	Iteration 58Q: 3 clusters Score -1894232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1894231.875000 Penalty: 3158.760742
	Iteration 59Q: 3 clusters Score -1894232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1894231.875000 Penalty: 3158.760742
	Iteration 60F: 3 clusters Score -1894232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Entering Unmasked Estep 
Score: -1696611.250000 Penalty: 1565.552612
	Iteration 0F: 2 clusters Score -1696611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1685950.625000 Penalty: 3131.105225
	Iteration 0F: 3 clusters Score -1685951 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1689669.500000 Penalty: 3131.105225
	Iteration 1F: 3 clusters Score -1689670 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1689877.875000 Penalty: 3131.105225
	Iteration 2Q: 3 clusters Score -1689878 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1690037.875000 Penalty: 3131.105225
	Iteration 3Q: 3 clusters Score -1690038 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1690170.875000 Penalty: 3131.105225
	Iteration 4Q: 3 clusters Score -1690171 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1690295.500000 Penalty: 3131.105225
	Iteration 5Q: 3 clusters Score -1690296 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1690387.125000 Penalty: 3131.105225
	Iteration 6Q: 3 clusters Score -1690387 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1690477.000000 Penalty: 3131.105225
	Iteration 7Q: 3 clusters Score -1690477 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1690590.250000 Penalty: 3131.105225
	Iteration 8Q: 3 clusters Score -1690590 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1690723.250000 Penalty: 3131.105225
	Iteration 9Q: 3 clusters Score -1690723 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1690907.500000 Penalty: 3131.105225
	Iteration 10Q: 3 clusters Score -1690908 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1691149.750000 Penalty: 3131.105225
	Iteration 11Q: 3 clusters Score -1691150 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1691512.625000 Penalty: 3131.105225
	Iteration 12Q: 3 clusters Score -1691513 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1691998.250000 Penalty: 3131.105225
	Iteration 13F: 3 clusters Score -1691998 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1692637.875000 Penalty: 3131.105225
	Iteration 14F: 3 clusters Score -1692638 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1693394.250000 Penalty: 3131.105225
	Iteration 15F: 3 clusters Score -1693394 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1694058.500000 Penalty: 3131.105225
	Iteration 16F: 3 clusters Score -1694058 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1694552.375000 Penalty: 3131.105225
	Iteration 17Q: 3 clusters Score -1694552 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1694846.250000 Penalty: 3131.105225
	Iteration 18Q: 3 clusters Score -1694846 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1695034.500000 Penalty: 3131.105225
	Iteration 19Q: 3 clusters Score -1695034 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1695117.750000 Penalty: 3131.105225
	Iteration 20F: 3 clusters Score -1695118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1695164.625000 Penalty: 3131.105225
	Iteration 21Q: 3 clusters Score -1695165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1695197.000000 Penalty: 3131.105225
	Iteration 22Q: 3 clusters Score -1695197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1695217.000000 Penalty: 3131.105225
	Iteration 23Q: 3 clusters Score -1695217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1695228.375000 Penalty: 3131.105225
	Iteration 24Q: 3 clusters Score -1695228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1695237.000000 Penalty: 3131.105225
	Iteration 25Q: 3 clusters Score -1695237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1695240.250000 Penalty: 3131.105225
	Iteration 26Q: 3 clusters Score -1695240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1695244.875000 Penalty: 3131.105225
	Iteration 27Q: 3 clusters Score -1695245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1695249.375000 Penalty: 3131.105225
	Iteration 28Q: 3 clusters Score -1695249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1695251.375000 Penalty: 3131.105225
	Iteration 29Q: 3 clusters Score -1695251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1695251.750000 Penalty: 3131.105225
	Iteration 30Q: 3 clusters Score -1695252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1695255.250000 Penalty: 3131.105225
	Iteration 31Q: 3 clusters Score -1695255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1695255.250000 Penalty: 3131.105225
	Iteration 32F: 3 clusters Score -1695255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -51444.707031 Penalty: 1002.221436
	Iteration 0F: 2 clusters Score -51444.71 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 248 members 
Entering Unmasked Estep 
Score: -50392.023438 Penalty: 2004.442871
	Iteration 0F: 3 clusters Score -50392.02 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50516.308594 Penalty: 2004.442871
	Iteration 1F: 3 clusters Score -50516.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50568.734375 Penalty: 2004.442871
	Iteration 2F: 3 clusters Score -50568.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50581.312500 Penalty: 2004.442871
	Iteration 3Q: 3 clusters Score -50581.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50585.945312 Penalty: 2004.442871
	Iteration 4Q: 3 clusters Score -50585.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50588.136719 Penalty: 2004.442871
	Iteration 5Q: 3 clusters Score -50588.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50588.531250 Penalty: 2004.442871
	Iteration 6Q: 3 clusters Score -50588.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50588.531250 Penalty: 2004.442871
	Iteration 7F: 3 clusters Score -50588.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (154235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154235 members 
Entering Unmasked Estep 
Score: -17494612.000000 Penalty: 1941.262817
	Iteration 0F: 2 clusters Score -1.749461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76724 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -17393406.000000 Penalty: 3882.525635
	Iteration 0F: 3 clusters Score -1.739341e+07 nChanged 74297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 85586 members 
Entering Unmasked Estep 
Score: -17437198.000000 Penalty: 3882.525635
	Iteration 1F: 3 clusters Score -1.74372e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 90551 members 
Entering Unmasked Estep 
Score: -17439126.000000 Penalty: 3882.525635
	Iteration 2Q: 3 clusters Score -1.743913e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 98067 members 
Entering Unmasked Estep 
Score: -17442732.000000 Penalty: 3882.525635
	Iteration 3F: 3 clusters Score -1.744273e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 108754 members 
Entering Unmasked Estep 
Score: -17449502.000000 Penalty: 3882.525635
	Iteration 4F: 3 clusters Score -1.74495e+07 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 122471 members 
Entering Unmasked Estep 
Score: -17460530.000000 Penalty: 3882.525635
	Iteration 5F: 3 clusters Score -1.746053e+07 nChanged 14276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 136747 members 
Entering Unmasked Estep 
Score: -17474262.000000 Penalty: 3882.525635
	Iteration 6F: 3 clusters Score -1.747426e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 147338 members 
Entering Unmasked Estep 
Score: -17485594.000000 Penalty: 3882.525635
	Iteration 7F: 3 clusters Score -1.748559e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 152340 members 
Entering Unmasked Estep 
Score: -17491124.000000 Penalty: 3882.525635
	Iteration 8Q: 3 clusters Score -1.749112e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 153802 members 
Entering Unmasked Estep 
Score: -17492462.000000 Penalty: 3882.525635
	Iteration 9Q: 3 clusters Score -1.749246e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 154061 members 
Entering Unmasked Estep 
Score: -17492754.000000 Penalty: 3882.525635
	Iteration 10Q: 3 clusters Score -1.749275e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 154102 members 
Entering Unmasked Estep 
Score: -17492820.000000 Penalty: 3882.525635
	Iteration 11Q: 3 clusters Score -1.749282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 154111 members 
Entering Unmasked Estep 
Score: -17492836.000000 Penalty: 3882.525635
	Iteration 12Q: 3 clusters Score -1.749284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 154111 members 
Entering Unmasked Estep 
Score: -17492872.000000 Penalty: 3882.525635
	Iteration 13Q: 3 clusters Score -1.749287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 154116 members 
Entering Unmasked Estep 
Score: -17492894.000000 Penalty: 3882.525635
	Iteration 14Q: 3 clusters Score -1.749289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 154122 members 
Entering Unmasked Estep 
Score: -17492906.000000 Penalty: 3882.525635
	Iteration 15Q: 3 clusters Score -1.749291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 154120 members 
Entering Unmasked Estep 
Score: -17492912.000000 Penalty: 3882.525635
	Iteration 16Q: 3 clusters Score -1.749291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 154118 members 
Entering Unmasked Estep 
Score: -17492924.000000 Penalty: 3882.525635
	Iteration 17Q: 3 clusters Score -1.749292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 154118 members 
Entering Unmasked Estep 
Score: -17492928.000000 Penalty: 3882.525635
	Iteration 18Q: 3 clusters Score -1.749293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 154118 members 
Entering Unmasked Estep 
Score: -17492928.000000 Penalty: 3882.525635
	Iteration 19Q: 3 clusters Score -1.749293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 154118 members 
Entering Unmasked Estep 
Score: -17492928.000000 Penalty: 3882.525635
	Iteration 20F: 3 clusters Score -1.749293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (136432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136432 members 
Entering Unmasked Estep 
Score: -15429317.000000 Penalty: 1921.332031
	Iteration 0F: 2 clusters Score -1.542932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 68317 members 
Entering Unmasked Estep 
Score: -15338199.000000 Penalty: 3842.664062
	Iteration 0F: 3 clusters Score -1.53382e+07 nChanged 65710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -15376428.000000 Penalty: 3842.664062
	Iteration 1F: 3 clusters Score -1.537643e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -15377660.000000 Penalty: 3842.664062
	Iteration 2Q: 3 clusters Score -1.537766e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -15379212.000000 Penalty: 3842.664062
	Iteration 3Q: 3 clusters Score -1.537921e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60508 members 
Mstep: Class 2 contains 75924 members 
Entering Unmasked Estep 
Score: -15381538.000000 Penalty: 3842.664062
	Iteration 4Q: 3 clusters Score -1.538154e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 79982 members 
Entering Unmasked Estep 
Score: -15385167.000000 Penalty: 3842.664062
	Iteration 5F: 3 clusters Score -1.538517e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 85601 members 
Entering Unmasked Estep 
Score: -15390037.000000 Penalty: 3842.664062
	Iteration 6F: 3 clusters Score -1.539004e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -15396911.000000 Penalty: 3842.664062
	Iteration 7F: 3 clusters Score -1.539691e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -15404833.000000 Penalty: 3842.664062
	Iteration 8F: 3 clusters Score -1.540483e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -15411369.000000 Penalty: 3842.664062
	Iteration 9F: 3 clusters Score -1.541137e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 110131 members 
Entering Unmasked Estep 
Score: -15415892.000000 Penalty: 3842.664062
	Iteration 10Q: 3 clusters Score -1.541589e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 113511 members 
Entering Unmasked Estep 
Score: -15418617.000000 Penalty: 3842.664062
	Iteration 11Q: 3 clusters Score -1.541862e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 116379 members 
Entering Unmasked Estep 
Score: -15420419.000000 Penalty: 3842.664062
	Iteration 12Q: 3 clusters Score -1.542042e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 118871 members 
Entering Unmasked Estep 
Score: -15421789.000000 Penalty: 3842.664062
	Iteration 13Q: 3 clusters Score -1.542179e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 121106 members 
Entering Unmasked Estep 
Score: -15423045.000000 Penalty: 3842.664062
	Iteration 14Q: 3 clusters Score -1.542304e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 123097 members 
Entering Unmasked Estep 
Score: -15424153.000000 Penalty: 3842.664062
	Iteration 15Q: 3 clusters Score -1.542415e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 124794 members 
Entering Unmasked Estep 
Score: -15424972.000000 Penalty: 3842.664062
	Iteration 16Q: 3 clusters Score -1.542497e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 126282 members 
Entering Unmasked Estep 
Score: -15425760.000000 Penalty: 3842.664062
	Iteration 17Q: 3 clusters Score -1.542576e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 127567 members 
Entering Unmasked Estep 
Score: -15426367.000000 Penalty: 3842.664062
	Iteration 18Q: 3 clusters Score -1.542637e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 128643 members 
Entering Unmasked Estep 
Score: -15426892.000000 Penalty: 3842.664062
	Iteration 19Q: 3 clusters Score -1.542689e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 129590 members 
Entering Unmasked Estep 
Score: -15427224.000000 Penalty: 3842.664062
	Iteration 20F: 3 clusters Score -1.542722e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 130368 members 
Entering Unmasked Estep 
Score: -15427544.000000 Penalty: 3842.664062
	Iteration 21Q: 3 clusters Score -1.542754e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 130998 members 
Entering Unmasked Estep 
Score: -15427704.000000 Penalty: 3842.664062
	Iteration 22Q: 3 clusters Score -1.54277e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 131534 members 
Entering Unmasked Estep 
Score: -15427827.000000 Penalty: 3842.664062
	Iteration 23Q: 3 clusters Score -1.542783e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 132011 members 
Entering Unmasked Estep 
Score: -15428017.000000 Penalty: 3842.664062
	Iteration 24Q: 3 clusters Score -1.542802e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 132402 members 
Entering Unmasked Estep 
Score: -15428133.000000 Penalty: 3842.664062
	Iteration 25Q: 3 clusters Score -1.542813e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 132718 members 
Entering Unmasked Estep 
Score: -15428261.000000 Penalty: 3842.664062
	Iteration 26Q: 3 clusters Score -1.542826e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 132965 members 
Entering Unmasked Estep 
Score: -15428300.000000 Penalty: 3842.664062
	Iteration 27Q: 3 clusters Score -1.54283e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 133164 members 
Entering Unmasked Estep 
Score: -15428324.000000 Penalty: 3842.664062
	Iteration 28Q: 3 clusters Score -1.542832e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 133321 members 
Entering Unmasked Estep 
Score: -15428384.000000 Penalty: 3842.664062
	Iteration 29Q: 3 clusters Score -1.542838e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 133438 members 
Entering Unmasked Estep 
Score: -15428407.000000 Penalty: 3842.664062
	Iteration 30Q: 3 clusters Score -1.542841e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 133538 members 
Entering Unmasked Estep 
Score: -15428406.000000 Penalty: 3842.664062
	Iteration 31Q: 3 clusters Score -1.542841e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 133612 members 
Entering Unmasked Estep 
Score: -15428424.000000 Penalty: 3842.664062
	Iteration 32Q: 3 clusters Score -1.542842e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 133677 members 
Entering Unmasked Estep 
Score: -15428407.000000 Penalty: 3842.664062
	Iteration 33Q: 3 clusters Score -1.542841e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 133743 members 
Entering Unmasked Estep 
Score: -15428408.000000 Penalty: 3842.664062
	Iteration 34Q: 3 clusters Score -1.542841e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 133807 members 
Entering Unmasked Estep 
Score: -15428426.000000 Penalty: 3842.664062
	Iteration 35Q: 3 clusters Score -1.542843e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 133869 members 
Entering Unmasked Estep 
Score: -15428435.000000 Penalty: 3842.664062
	Iteration 36Q: 3 clusters Score -1.542844e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 133917 members 
Entering Unmasked Estep 
Score: -15428449.000000 Penalty: 3842.664062
	Iteration 37Q: 3 clusters Score -1.542845e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 133949 members 
Entering Unmasked Estep 
Score: -15428459.000000 Penalty: 3842.664062
	Iteration 38Q: 3 clusters Score -1.542846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 133963 members 
Entering Unmasked Estep 
Score: -15428468.000000 Penalty: 3842.664062
	Iteration 39Q: 3 clusters Score -1.542847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 133975 members 
Entering Unmasked Estep 
Score: -15428463.000000 Penalty: 3842.664062
	Iteration 40F: 3 clusters Score -1.542846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 133983 members 
Entering Unmasked Estep 
Score: -15428463.000000 Penalty: 3842.664062
	Iteration 41Q: 3 clusters Score -1.542846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 133994 members 
Entering Unmasked Estep 
Score: -15428456.000000 Penalty: 3842.664062
	Iteration 42Q: 3 clusters Score -1.542846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 134004 members 
Entering Unmasked Estep 
Score: -15428459.000000 Penalty: 3842.664062
	Iteration 43Q: 3 clusters Score -1.542846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 134016 members 
Entering Unmasked Estep 
Score: -15428464.000000 Penalty: 3842.664062
	Iteration 44Q: 3 clusters Score -1.542846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 134029 members 
Entering Unmasked Estep 
Score: -15428452.000000 Penalty: 3842.664062
	Iteration 45Q: 3 clusters Score -1.542845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 134041 members 
Entering Unmasked Estep 
Score: -15428447.000000 Penalty: 3842.664062
	Iteration 46Q: 3 clusters Score -1.542845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 134054 members 
Entering Unmasked Estep 
Score: -15428452.000000 Penalty: 3842.664062
	Iteration 47Q: 3 clusters Score -1.542845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 134064 members 
Entering Unmasked Estep 
Score: -15428433.000000 Penalty: 3842.664062
	Iteration 48Q: 3 clusters Score -1.542843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 134072 members 
Entering Unmasked Estep 
Score: -15428438.000000 Penalty: 3842.664062
	Iteration 49Q: 3 clusters Score -1.542844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 134080 members 
Entering Unmasked Estep 
Score: -15428437.000000 Penalty: 3842.664062
	Iteration 50Q: 3 clusters Score -1.542844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 134087 members 
Entering Unmasked Estep 
Score: -15428449.000000 Penalty: 3842.664062
	Iteration 51Q: 3 clusters Score -1.542845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 134097 members 
Entering Unmasked Estep 
Score: -15428452.000000 Penalty: 3842.664062
	Iteration 52Q: 3 clusters Score -1.542845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 134105 members 
Entering Unmasked Estep 
Score: -15428463.000000 Penalty: 3842.664062
	Iteration 53Q: 3 clusters Score -1.542846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 134114 members 
Entering Unmasked Estep 
Score: -15428471.000000 Penalty: 3842.664062
	Iteration 54Q: 3 clusters Score -1.542847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 134122 members 
Entering Unmasked Estep 
Score: -15428463.000000 Penalty: 3842.664062
	Iteration 55Q: 3 clusters Score -1.542846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 134131 members 
Entering Unmasked Estep 
Score: -15428454.000000 Penalty: 3842.664062
	Iteration 56Q: 3 clusters Score -1.542845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 134139 members 
Entering Unmasked Estep 
Score: -15428459.000000 Penalty: 3842.664062
	Iteration 57Q: 3 clusters Score -1.542846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 134146 members 
Entering Unmasked Estep 
Score: -15428475.000000 Penalty: 3842.664062
	Iteration 58Q: 3 clusters Score -1.542848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 134151 members 
Entering Unmasked Estep 
Score: -15428488.000000 Penalty: 3842.664062
	Iteration 59Q: 3 clusters Score -1.542849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 134157 members 
Entering Unmasked Estep 
Score: -15428491.000000 Penalty: 3842.664062
	Iteration 60F: 3 clusters Score -1.542849e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 134170 members 
Entering Unmasked Estep 
Score: -15428485.000000 Penalty: 3842.664062
	Iteration 61Q: 3 clusters Score -1.542848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 134177 members 
Entering Unmasked Estep 
Score: -15428488.000000 Penalty: 3842.664062
	Iteration 62Q: 3 clusters Score -1.542849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 134183 members 
Entering Unmasked Estep 
Score: -15428485.000000 Penalty: 3842.664062
	Iteration 63Q: 3 clusters Score -1.542848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 134189 members 
Entering Unmasked Estep 
Score: -15428487.000000 Penalty: 3842.664062
	Iteration 64Q: 3 clusters Score -1.542849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 134192 members 
Entering Unmasked Estep 
Score: -15428489.000000 Penalty: 3842.664062
	Iteration 65Q: 3 clusters Score -1.542849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 134198 members 
Entering Unmasked Estep 
Score: -15428496.000000 Penalty: 3842.664062
	Iteration 66Q: 3 clusters Score -1.54285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 134201 members 
Entering Unmasked Estep 
Score: -15428499.000000 Penalty: 3842.664062
	Iteration 67Q: 3 clusters Score -1.54285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 134203 members 
Entering Unmasked Estep 
Score: -15428493.000000 Penalty: 3842.664062
	Iteration 68Q: 3 clusters Score -1.542849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 134205 members 
Entering Unmasked Estep 
Score: -15428495.000000 Penalty: 3842.664062
	Iteration 69Q: 3 clusters Score -1.54285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 134205 members 
Entering Unmasked Estep 
Score: -15428495.000000 Penalty: 3842.664062
	Iteration 70F: 3 clusters Score -1.54285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Entering Unmasked Estep 
Score: -1928889.750000 Penalty: 1579.673096
	Iteration 0F: 2 clusters Score -1928890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1917373.625000 Penalty: 3159.346191
	Iteration 0F: 3 clusters Score -1917374 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1921575.750000 Penalty: 3159.346191
	Iteration 1F: 3 clusters Score -1921576 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1921919.250000 Penalty: 3159.346191
	Iteration 2F: 3 clusters Score -1921919 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1922218.875000 Penalty: 3159.346191
	Iteration 3Q: 3 clusters Score -1922219 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1922482.750000 Penalty: 3159.346191
	Iteration 4Q: 3 clusters Score -1922483 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1922738.250000 Penalty: 3159.346191
	Iteration 5Q: 3 clusters Score -1922738 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1923003.750000 Penalty: 3159.346191
	Iteration 6Q: 3 clusters Score -1923004 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1923336.375000 Penalty: 3159.346191
	Iteration 7Q: 3 clusters Score -1923336 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1923745.375000 Penalty: 3159.346191
	Iteration 8Q: 3 clusters Score -1923745 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1924219.625000 Penalty: 3159.346191
	Iteration 9Q: 3 clusters Score -1924220 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1924720.625000 Penalty: 3159.346191
	Iteration 10Q: 3 clusters Score -1924721 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1925177.000000 Penalty: 3159.346191
	Iteration 11Q: 3 clusters Score -1925177 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1925502.125000 Penalty: 3159.346191
	Iteration 12Q: 3 clusters Score -1925502 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1925701.625000 Penalty: 3159.346191
	Iteration 13Q: 3 clusters Score -1925702 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1925869.625000 Penalty: 3159.346191
	Iteration 14Q: 3 clusters Score -1925870 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1926018.000000 Penalty: 3159.346191
	Iteration 15Q: 3 clusters Score -1926018 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1926172.625000 Penalty: 3159.346191
	Iteration 16Q: 3 clusters Score -1926173 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1926311.875000 Penalty: 3159.346191
	Iteration 17Q: 3 clusters Score -1926312 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1926437.125000 Penalty: 3159.346191
	Iteration 18Q: 3 clusters Score -1926437 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1926555.750000 Penalty: 3159.346191
	Iteration 19Q: 3 clusters Score -1926556 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1926679.750000 Penalty: 3159.346191
	Iteration 20F: 3 clusters Score -1926680 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1926804.375000 Penalty: 3159.346191
	Iteration 21Q: 3 clusters Score -1926804 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1926910.750000 Penalty: 3159.346191
	Iteration 22Q: 3 clusters Score -1926911 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1926999.750000 Penalty: 3159.346191
	Iteration 23Q: 3 clusters Score -1927000 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1927095.500000 Penalty: 3159.346191
	Iteration 24Q: 3 clusters Score -1927096 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1927176.125000 Penalty: 3159.346191
	Iteration 25Q: 3 clusters Score -1927176 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1927254.875000 Penalty: 3159.346191
	Iteration 26Q: 3 clusters Score -1927255 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1927312.250000 Penalty: 3159.346191
	Iteration 27Q: 3 clusters Score -1927312 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1927365.625000 Penalty: 3159.346191
	Iteration 28Q: 3 clusters Score -1927366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1927412.750000 Penalty: 3159.346191
	Iteration 29Q: 3 clusters Score -1927413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1927447.250000 Penalty: 3159.346191
	Iteration 30Q: 3 clusters Score -1927447 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1927473.750000 Penalty: 3159.346191
	Iteration 31Q: 3 clusters Score -1927474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1927504.125000 Penalty: 3159.346191
	Iteration 32Q: 3 clusters Score -1927504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1927525.625000 Penalty: 3159.346191
	Iteration 33Q: 3 clusters Score -1927526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1927537.625000 Penalty: 3159.346191
	Iteration 34Q: 3 clusters Score -1927538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1927545.750000 Penalty: 3159.346191
	Iteration 35Q: 3 clusters Score -1927546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1927552.000000 Penalty: 3159.346191
	Iteration 36Q: 3 clusters Score -1927552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1927557.750000 Penalty: 3159.346191
	Iteration 37Q: 3 clusters Score -1927558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1927560.875000 Penalty: 3159.346191
	Iteration 38Q: 3 clusters Score -1927561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1927559.625000 Penalty: 3159.346191
	Iteration 39Q: 3 clusters Score -1927560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1927563.375000 Penalty: 3159.346191
	Iteration 40F: 3 clusters Score -1927563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Entering Unmasked Estep 
Score: -447793.406250 Penalty: 1353.177002
	Iteration 0F: 2 clusters Score -447793.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -444415.843750 Penalty: 2706.354004
	Iteration 0F: 3 clusters Score -444415.8 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -445580.000000 Penalty: 2706.354004
	Iteration 1F: 3 clusters Score -445580 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -446084.500000 Penalty: 2706.354004
	Iteration 2F: 3 clusters Score -446084.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -446473.312500 Penalty: 2706.354004
	Iteration 3F: 3 clusters Score -446473.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -446720.656250 Penalty: 2706.354004
	Iteration 4F: 3 clusters Score -446720.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -446859.062500 Penalty: 2706.354004
	Iteration 5Q: 3 clusters Score -446859.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -446966.625000 Penalty: 2706.354004
	Iteration 6Q: 3 clusters Score -446966.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -447058.125000 Penalty: 2706.354004
	Iteration 7Q: 3 clusters Score -447058.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -447143.937500 Penalty: 2706.354004
	Iteration 8Q: 3 clusters Score -447143.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -447190.343750 Penalty: 2706.354004
	Iteration 9Q: 3 clusters Score -447190.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -447228.656250 Penalty: 2706.354004
	Iteration 10Q: 3 clusters Score -447228.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -447253.250000 Penalty: 2706.354004
	Iteration 11Q: 3 clusters Score -447253.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -447274.250000 Penalty: 2706.354004
	Iteration 12Q: 3 clusters Score -447274.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -447293.218750 Penalty: 2706.354004
	Iteration 13Q: 3 clusters Score -447293.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -447305.562500 Penalty: 2706.354004
	Iteration 14Q: 3 clusters Score -447305.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -447314.250000 Penalty: 2706.354004
	Iteration 15Q: 3 clusters Score -447314.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -447324.937500 Penalty: 2706.354004
	Iteration 16Q: 3 clusters Score -447324.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -447331.406250 Penalty: 2706.354004
	Iteration 17Q: 3 clusters Score -447331.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -447337.562500 Penalty: 2706.354004
	Iteration 18Q: 3 clusters Score -447337.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -447342.625000 Penalty: 2706.354004
	Iteration 19Q: 3 clusters Score -447342.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -447347.343750 Penalty: 2706.354004
	Iteration 20F: 3 clusters Score -447347.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -447354.093750 Penalty: 2706.354004
	Iteration 21Q: 3 clusters Score -447354.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -447359.375000 Penalty: 2706.354004
	Iteration 22Q: 3 clusters Score -447359.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -447366.531250 Penalty: 2706.354004
	Iteration 23Q: 3 clusters Score -447366.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -447370.125000 Penalty: 2706.354004
	Iteration 24Q: 3 clusters Score -447370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -447372.000000 Penalty: 2706.354004
	Iteration 25Q: 3 clusters Score -447372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -447375.937500 Penalty: 2706.354004
	Iteration 26Q: 3 clusters Score -447375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -447377.625000 Penalty: 2706.354004
	Iteration 27Q: 3 clusters Score -447377.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -447379.562500 Penalty: 2706.354004
	Iteration 28Q: 3 clusters Score -447379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -447381.531250 Penalty: 2706.354004
	Iteration 29Q: 3 clusters Score -447381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -447383.781250 Penalty: 2706.354004
	Iteration 30Q: 3 clusters Score -447383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -447384.656250 Penalty: 2706.354004
	Iteration 31Q: 3 clusters Score -447384.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -447385.812500 Penalty: 2706.354004
	Iteration 32Q: 3 clusters Score -447385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -447388.218750 Penalty: 2706.354004
	Iteration 33Q: 3 clusters Score -447388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -447388.687500 Penalty: 2706.354004
	Iteration 34Q: 3 clusters Score -447388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -447388.531250 Penalty: 2706.354004
	Iteration 35Q: 3 clusters Score -447388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -447388.843750 Penalty: 2706.354004
	Iteration 36Q: 3 clusters Score -447388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -447390.750000 Penalty: 2706.354004
	Iteration 37Q: 3 clusters Score -447390.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -447391.812500 Penalty: 2706.354004
	Iteration 38Q: 3 clusters Score -447391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -447393.156250 Penalty: 2706.354004
	Iteration 39Q: 3 clusters Score -447393.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -447394.031250 Penalty: 2706.354004
	Iteration 40F: 3 clusters Score -447394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -447395.250000 Penalty: 2706.354004
	Iteration 41Q: 3 clusters Score -447395.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -447395.531250 Penalty: 2706.354004
	Iteration 42Q: 3 clusters Score -447395.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -447396.812500 Penalty: 2706.354004
	Iteration 43Q: 3 clusters Score -447396.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -447399.125000 Penalty: 2706.354004
	Iteration 44Q: 3 clusters Score -447399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -447401.468750 Penalty: 2706.354004
	Iteration 45Q: 3 clusters Score -447401.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -447401.843750 Penalty: 2706.354004
	Iteration 46Q: 3 clusters Score -447401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -447403.437500 Penalty: 2706.354004
	Iteration 47Q: 3 clusters Score -447403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -447403.218750 Penalty: 2706.354004
	Iteration 48Q: 3 clusters Score -447403.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -447404.343750 Penalty: 2706.354004
	Iteration 49Q: 3 clusters Score -447404.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -447404.343750 Penalty: 2706.354004
	Iteration 50F: 3 clusters Score -447404.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Entering Unmasked Estep 
Score: -458366.125000 Penalty: 1346.354980
	Iteration 0F: 2 clusters Score -458366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -455038.531250 Penalty: 2692.709961
	Iteration 0F: 3 clusters Score -455038.5 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -455900.906250 Penalty: 2692.709961
	Iteration 1F: 3 clusters Score -455900.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -456029.000000 Penalty: 2692.709961
	Iteration 2F: 3 clusters Score -456029 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -456113.312500 Penalty: 2692.709961
	Iteration 3Q: 3 clusters Score -456113.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -456160.781250 Penalty: 2692.709961
	Iteration 4Q: 3 clusters Score -456160.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -456203.125000 Penalty: 2692.709961
	Iteration 5Q: 3 clusters Score -456203.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -456231.000000 Penalty: 2692.709961
	Iteration 6Q: 3 clusters Score -456231 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -456254.781250 Penalty: 2692.709961
	Iteration 7Q: 3 clusters Score -456254.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -456274.625000 Penalty: 2692.709961
	Iteration 8Q: 3 clusters Score -456274.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -456285.562500 Penalty: 2692.709961
	Iteration 9Q: 3 clusters Score -456285.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -456297.406250 Penalty: 2692.709961
	Iteration 10Q: 3 clusters Score -456297.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -456306.437500 Penalty: 2692.709961
	Iteration 11Q: 3 clusters Score -456306.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -456316.437500 Penalty: 2692.709961
	Iteration 12Q: 3 clusters Score -456316.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -456322.093750 Penalty: 2692.709961
	Iteration 13Q: 3 clusters Score -456322.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -456324.531250 Penalty: 2692.709961
	Iteration 14Q: 3 clusters Score -456324.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -456327.937500 Penalty: 2692.709961
	Iteration 15Q: 3 clusters Score -456327.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -456330.500000 Penalty: 2692.709961
	Iteration 16Q: 3 clusters Score -456330.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -456333.187500 Penalty: 2692.709961
	Iteration 17Q: 3 clusters Score -456333.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -456335.937500 Penalty: 2692.709961
	Iteration 18Q: 3 clusters Score -456335.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -456339.750000 Penalty: 2692.709961
	Iteration 19Q: 3 clusters Score -456339.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -456342.531250 Penalty: 2692.709961
	Iteration 20F: 3 clusters Score -456342.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -456347.125000 Penalty: 2692.709961
	Iteration 21Q: 3 clusters Score -456347.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -456348.062500 Penalty: 2692.709961
	Iteration 22Q: 3 clusters Score -456348.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -456349.718750 Penalty: 2692.709961
	Iteration 23Q: 3 clusters Score -456349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -456350.406250 Penalty: 2692.709961
	Iteration 24Q: 3 clusters Score -456350.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -456351.000000 Penalty: 2692.709961
	Iteration 25Q: 3 clusters Score -456351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -456352.937500 Penalty: 2692.709961
	Iteration 26Q: 3 clusters Score -456352.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -456354.500000 Penalty: 2692.709961
	Iteration 27Q: 3 clusters Score -456354.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -456355.093750 Penalty: 2692.709961
	Iteration 28Q: 3 clusters Score -456355.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -456357.625000 Penalty: 2692.709961
	Iteration 29Q: 3 clusters Score -456357.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -456359.250000 Penalty: 2692.709961
	Iteration 30Q: 3 clusters Score -456359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -456360.406250 Penalty: 2692.709961
	Iteration 31Q: 3 clusters Score -456360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -456361.375000 Penalty: 2692.709961
	Iteration 32Q: 3 clusters Score -456361.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -456362.812500 Penalty: 2692.709961
	Iteration 33Q: 3 clusters Score -456362.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -456364.968750 Penalty: 2692.709961
	Iteration 34Q: 3 clusters Score -456365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -456365.031250 Penalty: 2692.709961
	Iteration 35Q: 3 clusters Score -456365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -456367.156250 Penalty: 2692.709961
	Iteration 36Q: 3 clusters Score -456367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -456368.125000 Penalty: 2692.709961
	Iteration 37Q: 3 clusters Score -456368.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -456368.593750 Penalty: 2692.709961
	Iteration 38Q: 3 clusters Score -456368.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -456368.812500 Penalty: 2692.709961
	Iteration 39Q: 3 clusters Score -456368.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -456369.843750 Penalty: 2692.709961
	Iteration 40F: 3 clusters Score -456369.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -456370.375000 Penalty: 2692.709961
	Iteration 41Q: 3 clusters Score -456370.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -456371.375000 Penalty: 2692.709961
	Iteration 42Q: 3 clusters Score -456371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -456372.156250 Penalty: 2692.709961
	Iteration 43Q: 3 clusters Score -456372.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -456374.000000 Penalty: 2692.709961
	Iteration 44Q: 3 clusters Score -456374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -456374.937500 Penalty: 2692.709961
	Iteration 45Q: 3 clusters Score -456374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -456375.093750 Penalty: 2692.709961
	Iteration 46Q: 3 clusters Score -456375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -456375.812500 Penalty: 2692.709961
	Iteration 47Q: 3 clusters Score -456375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -456377.718750 Penalty: 2692.709961
	Iteration 48Q: 3 clusters Score -456377.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -456378.062500 Penalty: 2692.709961
	Iteration 49Q: 3 clusters Score -456378.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -456379.750000 Penalty: 2692.709961
	Iteration 50Q: 3 clusters Score -456379.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -456381.312500 Penalty: 2692.709961
	Iteration 51Q: 3 clusters Score -456381.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -456383.718750 Penalty: 2692.709961
	Iteration 52Q: 3 clusters Score -456383.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -456385.406250 Penalty: 2692.709961
	Iteration 53Q: 3 clusters Score -456385.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -456386.843750 Penalty: 2692.709961
	Iteration 54Q: 3 clusters Score -456386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -456386.375000 Penalty: 2692.709961
	Iteration 55Q: 3 clusters Score -456386.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -456386.375000 Penalty: 2692.709961
	Iteration 56F: 3 clusters Score -456386.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -238815.140625 Penalty: 1255.150757
	Iteration 0F: 2 clusters Score -238815.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -236623.234375 Penalty: 2510.301514
	Iteration 0F: 3 clusters Score -236623.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -237349.625000 Penalty: 2510.301514
	Iteration 1F: 3 clusters Score -237349.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -237635.265625 Penalty: 2510.301514
	Iteration 2F: 3 clusters Score -237635.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -237810.359375 Penalty: 2510.301514
	Iteration 3F: 3 clusters Score -237810.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -237973.203125 Penalty: 2510.301514
	Iteration 4F: 3 clusters Score -237973.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -238288.546875 Penalty: 2510.301514
	Iteration 5F: 3 clusters Score -238288.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -238730.046875 Penalty: 2510.301514
	Iteration 6F: 3 clusters Score -238730 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -239191.812500 Penalty: 2510.301514
	Iteration 7F: 3 clusters Score -239191.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -239491.515625 Penalty: 2510.301514
	Iteration 8Q: 3 clusters Score -239491.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -239617.703125 Penalty: 2510.301514
	Iteration 9Q: 3 clusters Score -239617.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -239641.078125 Penalty: 2510.301514
	Iteration 10Q: 3 clusters Score -239641.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -239646.781250 Penalty: 2510.301514
	Iteration 11Q: 3 clusters Score -239646.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -239650.250000 Penalty: 2510.301514
	Iteration 12Q: 3 clusters Score -239650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -239650.578125 Penalty: 2510.301514
	Iteration 13Q: 3 clusters Score -239650.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -239656.234375 Penalty: 2510.301514
	Iteration 14F: 3 clusters Score -239656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -239672.625000 Penalty: 2510.301514
	Iteration 15Q: 3 clusters Score -239672.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -239688.562500 Penalty: 2510.301514
	Iteration 16Q: 3 clusters Score -239688.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -239691.843750 Penalty: 2510.301514
	Iteration 17Q: 3 clusters Score -239691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -239693.187500 Penalty: 2510.301514
	Iteration 18Q: 3 clusters Score -239693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -239693.187500 Penalty: 2510.301514
	Iteration 19F: 3 clusters Score -239693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 16635 members 
Mstep: Class 3 contains 15278 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 154235 members 
Mstep: Class 6 contains 136432 members 
Mstep: Class 7 contains 16665 members 
Mstep: Class 8 contains 4135 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 3965 members 
Mstep: Class 11 contains 1803 members 
Mstep: Class 12 contains 9640 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 46490 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 116192 members 
Mstep: Class 19 contains 91295 members 
Mstep: Class 20 contains 39274 members 
Mstep: Class 21 contains 10606 members 
Mstep: Class 22 contains 132476 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 78592 members 
Mstep: Class 26 contains 12708 members 
Entering Unmasked Estep 
Score: -102105680.000000 Penalty: 57975.621094
Splitting cluster 11 changes total score from -102105992.000000 to -102105680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Entering Unmasked Estep 
Score: -1115604.500000 Penalty: 1490.722412
	Iteration 0F: 2 clusters Score -1115604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1108689.250000 Penalty: 2981.444824
	Iteration 0F: 3 clusters Score -1108689 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1110899.625000 Penalty: 2981.444824
	Iteration 1F: 3 clusters Score -1110900 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1111132.125000 Penalty: 2981.444824
	Iteration 2F: 3 clusters Score -1111132 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1111317.125000 Penalty: 2981.444824
	Iteration 3Q: 3 clusters Score -1111317 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1111514.875000 Penalty: 2981.444824
	Iteration 4Q: 3 clusters Score -1111515 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1111710.250000 Penalty: 2981.444824
	Iteration 5Q: 3 clusters Score -1111710 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1111946.875000 Penalty: 2981.444824
	Iteration 6Q: 3 clusters Score -1111947 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1112228.750000 Penalty: 2981.444824
	Iteration 7Q: 3 clusters Score -1112229 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1112540.125000 Penalty: 2981.444824
	Iteration 8Q: 3 clusters Score -1112540 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1112842.500000 Penalty: 2981.444824
	Iteration 9Q: 3 clusters Score -1112842 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1113056.625000 Penalty: 2981.444824
	Iteration 10Q: 3 clusters Score -1113057 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1113194.500000 Penalty: 2981.444824
	Iteration 11Q: 3 clusters Score -1113194 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1113284.750000 Penalty: 2981.444824
	Iteration 12Q: 3 clusters Score -1113285 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1113344.375000 Penalty: 2981.444824
	Iteration 13Q: 3 clusters Score -1113344 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1113390.250000 Penalty: 2981.444824
	Iteration 14Q: 3 clusters Score -1113390 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1113411.250000 Penalty: 2981.444824
	Iteration 15Q: 3 clusters Score -1113411 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1113432.625000 Penalty: 2981.444824
	Iteration 16Q: 3 clusters Score -1113433 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1113446.625000 Penalty: 2981.444824
	Iteration 17Q: 3 clusters Score -1113447 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1113462.625000 Penalty: 2981.444824
	Iteration 18Q: 3 clusters Score -1113463 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1113473.250000 Penalty: 2981.444824
	Iteration 19Q: 3 clusters Score -1113473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1113488.375000 Penalty: 2981.444824
	Iteration 20F: 3 clusters Score -1113488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1113500.250000 Penalty: 2981.444824
	Iteration 21Q: 3 clusters Score -1113500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1113507.500000 Penalty: 2981.444824
	Iteration 22Q: 3 clusters Score -1113508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1113526.500000 Penalty: 2981.444824
	Iteration 23Q: 3 clusters Score -1113526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1113542.375000 Penalty: 2981.444824
	Iteration 24Q: 3 clusters Score -1113542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1113556.000000 Penalty: 2981.444824
	Iteration 25Q: 3 clusters Score -1113556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1113572.375000 Penalty: 2981.444824
	Iteration 26Q: 3 clusters Score -1113572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1113585.000000 Penalty: 2981.444824
	Iteration 27Q: 3 clusters Score -1113585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1113595.125000 Penalty: 2981.444824
	Iteration 28Q: 3 clusters Score -1113595 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1113607.250000 Penalty: 2981.444824
	Iteration 29Q: 3 clusters Score -1113607 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1113614.000000 Penalty: 2981.444824
	Iteration 30Q: 3 clusters Score -1113614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1113623.875000 Penalty: 2981.444824
	Iteration 31Q: 3 clusters Score -1113624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1113629.125000 Penalty: 2981.444824
	Iteration 32Q: 3 clusters Score -1113629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1113637.875000 Penalty: 2981.444824
	Iteration 33Q: 3 clusters Score -1113638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1113641.625000 Penalty: 2981.444824
	Iteration 34Q: 3 clusters Score -1113642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1113644.375000 Penalty: 2981.444824
	Iteration 35Q: 3 clusters Score -1113644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1113646.625000 Penalty: 2981.444824
	Iteration 36Q: 3 clusters Score -1113647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1113649.875000 Penalty: 2981.444824
	Iteration 37Q: 3 clusters Score -1113650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1113654.000000 Penalty: 2981.444824
	Iteration 38Q: 3 clusters Score -1113654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1113655.375000 Penalty: 2981.444824
	Iteration 39Q: 3 clusters Score -1113655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1113662.375000 Penalty: 2981.444824
	Iteration 40F: 3 clusters Score -1113662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1113667.000000 Penalty: 2981.444824
	Iteration 41Q: 3 clusters Score -1113667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1113673.500000 Penalty: 2981.444824
	Iteration 42Q: 3 clusters Score -1113674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1113682.125000 Penalty: 2981.444824
	Iteration 43Q: 3 clusters Score -1113682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1113688.500000 Penalty: 2981.444824
	Iteration 44Q: 3 clusters Score -1113688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1113700.750000 Penalty: 2981.444824
	Iteration 45Q: 3 clusters Score -1113701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1113709.500000 Penalty: 2981.444824
	Iteration 46Q: 3 clusters Score -1113710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1113716.750000 Penalty: 2981.444824
	Iteration 47Q: 3 clusters Score -1113717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1113726.500000 Penalty: 2981.444824
	Iteration 48Q: 3 clusters Score -1113726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1113730.000000 Penalty: 2981.444824
	Iteration 49Q: 3 clusters Score -1113730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1113736.125000 Penalty: 2981.444824
	Iteration 50Q: 3 clusters Score -1113736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1113744.125000 Penalty: 2981.444824
	Iteration 51Q: 3 clusters Score -1113744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1113747.875000 Penalty: 2981.444824
	Iteration 52Q: 3 clusters Score -1113748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1113755.250000 Penalty: 2981.444824
	Iteration 53Q: 3 clusters Score -1113755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1113765.375000 Penalty: 2981.444824
	Iteration 54Q: 3 clusters Score -1113765 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1113778.500000 Penalty: 2981.444824
	Iteration 55Q: 3 clusters Score -1113778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1113786.750000 Penalty: 2981.444824
	Iteration 56Q: 3 clusters Score -1113787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1113794.625000 Penalty: 2981.444824
	Iteration 57Q: 3 clusters Score -1113795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1113800.500000 Penalty: 2981.444824
	Iteration 58Q: 3 clusters Score -1113800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1113811.750000 Penalty: 2981.444824
	Iteration 59Q: 3 clusters Score -1113812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1113815.250000 Penalty: 2981.444824
	Iteration 60F: 3 clusters Score -1113815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1113822.250000 Penalty: 2981.444824
	Iteration 61Q: 3 clusters Score -1113822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1113821.750000 Penalty: 2981.444824
	Iteration 62Q: 3 clusters Score -1113822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1113826.250000 Penalty: 2981.444824
	Iteration 63Q: 3 clusters Score -1113826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1113834.750000 Penalty: 2981.444824
	Iteration 64Q: 3 clusters Score -1113835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1113835.250000 Penalty: 2981.444824
	Iteration 65Q: 3 clusters Score -1113835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1113838.250000 Penalty: 2981.444824
	Iteration 66Q: 3 clusters Score -1113838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1113838.125000 Penalty: 2981.444824
	Iteration 67Q: 3 clusters Score -1113838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1113839.875000 Penalty: 2981.444824
	Iteration 68Q: 3 clusters Score -1113840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1113844.250000 Penalty: 2981.444824
	Iteration 69Q: 3 clusters Score -1113844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1113847.625000 Penalty: 2981.444824
	Iteration 70Q: 3 clusters Score -1113848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1113849.500000 Penalty: 2981.444824
	Iteration 71Q: 3 clusters Score -1113850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1113852.125000 Penalty: 2981.444824
	Iteration 72Q: 3 clusters Score -1113852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1113856.625000 Penalty: 2981.444824
	Iteration 73Q: 3 clusters Score -1113857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1113859.250000 Penalty: 2981.444824
	Iteration 74Q: 3 clusters Score -1113859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1113863.125000 Penalty: 2981.444824
	Iteration 75Q: 3 clusters Score -1113863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1113863.875000 Penalty: 2981.444824
	Iteration 76Q: 3 clusters Score -1113864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1113866.125000 Penalty: 2981.444824
	Iteration 77Q: 3 clusters Score -1113866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1113866.375000 Penalty: 2981.444824
	Iteration 78Q: 3 clusters Score -1113866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1113869.500000 Penalty: 2981.444824
	Iteration 79Q: 3 clusters Score -1113870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1113873.625000 Penalty: 2981.444824
	Iteration 80F: 3 clusters Score -1113874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1113872.625000 Penalty: 2981.444824
	Iteration 81Q: 3 clusters Score -1113873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1113872.125000 Penalty: 2981.444824
	Iteration 82Q: 3 clusters Score -1113872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1113874.375000 Penalty: 2981.444824
	Iteration 83Q: 3 clusters Score -1113874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1113873.625000 Penalty: 2981.444824
	Iteration 84Q: 3 clusters Score -1113874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1113873.500000 Penalty: 2981.444824
	Iteration 85Q: 3 clusters Score -1113874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1113873.500000 Penalty: 2981.444824
	Iteration 86F: 3 clusters Score -1113874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -322436.375000 Penalty: 1291.095093
	Iteration 0F: 2 clusters Score -322436.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -319852.500000 Penalty: 2582.190186
	Iteration 0F: 3 clusters Score -319852.5 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -320480.281250 Penalty: 2582.190186
	Iteration 1F: 3 clusters Score -320480.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -320604.125000 Penalty: 2582.190186
	Iteration 2F: 3 clusters Score -320604.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -320686.406250 Penalty: 2582.190186
	Iteration 3F: 3 clusters Score -320686.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -320747.531250 Penalty: 2582.190186
	Iteration 4Q: 3 clusters Score -320747.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -320791.000000 Penalty: 2582.190186
	Iteration 5Q: 3 clusters Score -320791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -320817.875000 Penalty: 2582.190186
	Iteration 6Q: 3 clusters Score -320817.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -320844.531250 Penalty: 2582.190186
	Iteration 7Q: 3 clusters Score -320844.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -320875.062500 Penalty: 2582.190186
	Iteration 8Q: 3 clusters Score -320875.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -320902.968750 Penalty: 2582.190186
	Iteration 9Q: 3 clusters Score -320903 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -320929.781250 Penalty: 2582.190186
	Iteration 10Q: 3 clusters Score -320929.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -320953.718750 Penalty: 2582.190186
	Iteration 11Q: 3 clusters Score -320953.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -320971.218750 Penalty: 2582.190186
	Iteration 12Q: 3 clusters Score -320971.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -320984.781250 Penalty: 2582.190186
	Iteration 13Q: 3 clusters Score -320984.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -320998.093750 Penalty: 2582.190186
	Iteration 14Q: 3 clusters Score -320998.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -321008.218750 Penalty: 2582.190186
	Iteration 15Q: 3 clusters Score -321008.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -321020.343750 Penalty: 2582.190186
	Iteration 16Q: 3 clusters Score -321020.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -321037.187500 Penalty: 2582.190186
	Iteration 17Q: 3 clusters Score -321037.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -321055.718750 Penalty: 2582.190186
	Iteration 18Q: 3 clusters Score -321055.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -321068.593750 Penalty: 2582.190186
	Iteration 19Q: 3 clusters Score -321068.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -321082.406250 Penalty: 2582.190186
	Iteration 20F: 3 clusters Score -321082.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -321104.656250 Penalty: 2582.190186
	Iteration 21Q: 3 clusters Score -321104.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -321128.843750 Penalty: 2582.190186
	Iteration 22Q: 3 clusters Score -321128.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -321149.187500 Penalty: 2582.190186
	Iteration 23Q: 3 clusters Score -321149.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -321173.125000 Penalty: 2582.190186
	Iteration 24Q: 3 clusters Score -321173.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -321196.125000 Penalty: 2582.190186
	Iteration 25Q: 3 clusters Score -321196.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -321209.843750 Penalty: 2582.190186
	Iteration 26Q: 3 clusters Score -321209.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -321221.250000 Penalty: 2582.190186
	Iteration 27Q: 3 clusters Score -321221.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -321230.031250 Penalty: 2582.190186
	Iteration 28Q: 3 clusters Score -321230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -321235.812500 Penalty: 2582.190186
	Iteration 29Q: 3 clusters Score -321235.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -321244.000000 Penalty: 2582.190186
	Iteration 30Q: 3 clusters Score -321244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -321249.843750 Penalty: 2582.190186
	Iteration 31Q: 3 clusters Score -321249.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -321256.343750 Penalty: 2582.190186
	Iteration 32Q: 3 clusters Score -321256.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -321267.656250 Penalty: 2582.190186
	Iteration 33Q: 3 clusters Score -321267.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -321276.218750 Penalty: 2582.190186
	Iteration 34Q: 3 clusters Score -321276.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -321285.500000 Penalty: 2582.190186
	Iteration 35Q: 3 clusters Score -321285.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -321295.281250 Penalty: 2582.190186
	Iteration 36Q: 3 clusters Score -321295.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -321300.750000 Penalty: 2582.190186
	Iteration 37Q: 3 clusters Score -321300.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -321305.500000 Penalty: 2582.190186
	Iteration 38Q: 3 clusters Score -321305.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -321306.656250 Penalty: 2582.190186
	Iteration 39Q: 3 clusters Score -321306.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -321308.562500 Penalty: 2582.190186
	Iteration 40F: 3 clusters Score -321308.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -321310.468750 Penalty: 2582.190186
	Iteration 41Q: 3 clusters Score -321310.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -321320.062500 Penalty: 2582.190186
	Iteration 42Q: 3 clusters Score -321320.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -321332.281250 Penalty: 2582.190186
	Iteration 43Q: 3 clusters Score -321332.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -321344.500000 Penalty: 2582.190186
	Iteration 44Q: 3 clusters Score -321344.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -321357.625000 Penalty: 2582.190186
	Iteration 45Q: 3 clusters Score -321357.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -321368.937500 Penalty: 2582.190186
	Iteration 46Q: 3 clusters Score -321368.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -321381.218750 Penalty: 2582.190186
	Iteration 47Q: 3 clusters Score -321381.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -321391.656250 Penalty: 2582.190186
	Iteration 48Q: 3 clusters Score -321391.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -321403.062500 Penalty: 2582.190186
	Iteration 49Q: 3 clusters Score -321403.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -321416.843750 Penalty: 2582.190186
	Iteration 50Q: 3 clusters Score -321416.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -321426.687500 Penalty: 2582.190186
	Iteration 51Q: 3 clusters Score -321426.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -321429.125000 Penalty: 2582.190186
	Iteration 52Q: 3 clusters Score -321429.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -321433.218750 Penalty: 2582.190186
	Iteration 53Q: 3 clusters Score -321433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -321435.343750 Penalty: 2582.190186
	Iteration 54Q: 3 clusters Score -321435.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -321436.187500 Penalty: 2582.190186
	Iteration 55Q: 3 clusters Score -321436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -321436.187500 Penalty: 2582.190186
	Iteration 56F: 3 clusters Score -321436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Entering Unmasked Estep 
Score: -5333232.500000 Penalty: 1746.386230
	Iteration 0F: 2 clusters Score -5333232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -5302110.000000 Penalty: 3492.772461
	Iteration 0F: 3 clusters Score -5302110 nChanged 21764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -5314264.500000 Penalty: 3492.772461
	Iteration 1F: 3 clusters Score -5314264 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -5314635.500000 Penalty: 3492.772461
	Iteration 2Q: 3 clusters Score -5314636 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -5314938.500000 Penalty: 3492.772461
	Iteration 3Q: 3 clusters Score -5314938 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -5315303.500000 Penalty: 3492.772461
	Iteration 4Q: 3 clusters Score -5315304 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -5315727.000000 Penalty: 3492.772461
	Iteration 5Q: 3 clusters Score -5315727 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -5316253.500000 Penalty: 3492.772461
	Iteration 6Q: 3 clusters Score -5316254 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -5316911.500000 Penalty: 3492.772461
	Iteration 7Q: 3 clusters Score -5316912 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -5317757.000000 Penalty: 3492.772461
	Iteration 8Q: 3 clusters Score -5317757 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -5319019.000000 Penalty: 3492.772461
	Iteration 9Q: 3 clusters Score -5319019 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -5320590.500000 Penalty: 3492.772461
	Iteration 10F: 3 clusters Score -5320590 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -5322588.000000 Penalty: 3492.772461
	Iteration 11F: 3 clusters Score -5322588 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -5324684.500000 Penalty: 3492.772461
	Iteration 12F: 3 clusters Score -5324684 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -5326480.000000 Penalty: 3492.772461
	Iteration 13F: 3 clusters Score -5326480 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -5327938.500000 Penalty: 3492.772461
	Iteration 14Q: 3 clusters Score -5327938 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -5329054.000000 Penalty: 3492.772461
	Iteration 15Q: 3 clusters Score -5329054 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -5329806.000000 Penalty: 3492.772461
	Iteration 16Q: 3 clusters Score -5329806 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -5330364.500000 Penalty: 3492.772461
	Iteration 17Q: 3 clusters Score -5330364 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -5330769.500000 Penalty: 3492.772461
	Iteration 18Q: 3 clusters Score -5330770 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -5331058.000000 Penalty: 3492.772461
	Iteration 19Q: 3 clusters Score -5331058 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -5331243.500000 Penalty: 3492.772461
	Iteration 20F: 3 clusters Score -5331244 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -5331386.000000 Penalty: 3492.772461
	Iteration 21Q: 3 clusters Score -5331386 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -5331493.000000 Penalty: 3492.772461
	Iteration 22Q: 3 clusters Score -5331493 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -5331563.000000 Penalty: 3492.772461
	Iteration 23Q: 3 clusters Score -5331563 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -5331631.500000 Penalty: 3492.772461
	Iteration 24Q: 3 clusters Score -5331632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -5331677.000000 Penalty: 3492.772461
	Iteration 25Q: 3 clusters Score -5331677 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -5331704.500000 Penalty: 3492.772461
	Iteration 26Q: 3 clusters Score -5331704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -5331727.500000 Penalty: 3492.772461
	Iteration 27Q: 3 clusters Score -5331728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -5331742.000000 Penalty: 3492.772461
	Iteration 28Q: 3 clusters Score -5331742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -5331752.000000 Penalty: 3492.772461
	Iteration 29Q: 3 clusters Score -5331752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -5331757.500000 Penalty: 3492.772461
	Iteration 30Q: 3 clusters Score -5331758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -5331767.500000 Penalty: 3492.772461
	Iteration 31Q: 3 clusters Score -5331768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -5331774.000000 Penalty: 3492.772461
	Iteration 32Q: 3 clusters Score -5331774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -5331772.500000 Penalty: 3492.772461
	Iteration 33Q: 3 clusters Score -5331772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -5331777.000000 Penalty: 3492.772461
	Iteration 34Q: 3 clusters Score -5331777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -5331772.500000 Penalty: 3492.772461
	Iteration 35Q: 3 clusters Score -5331772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -5331775.500000 Penalty: 3492.772461
	Iteration 36Q: 3 clusters Score -5331776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -5331776.500000 Penalty: 3492.772461
	Iteration 37Q: 3 clusters Score -5331776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -5331777.500000 Penalty: 3492.772461
	Iteration 38Q: 3 clusters Score -5331778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -5331781.000000 Penalty: 3492.772461
	Iteration 39Q: 3 clusters Score -5331781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -5331777.000000 Penalty: 3492.772461
	Iteration 40F: 3 clusters Score -5331777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -5331781.000000 Penalty: 3492.772461
	Iteration 41Q: 3 clusters Score -5331781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -5331786.000000 Penalty: 3492.772461
	Iteration 42Q: 3 clusters Score -5331786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -5331785.500000 Penalty: 3492.772461
	Iteration 43Q: 3 clusters Score -5331786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -5331785.500000 Penalty: 3492.772461
	Iteration 44F: 3 clusters Score -5331786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Entering Unmasked Estep 
Score: -429615.093750 Penalty: 1335.114380
	Iteration 0F: 2 clusters Score -429615.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -426449.906250 Penalty: 2670.228760
	Iteration 0F: 3 clusters Score -426449.9 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -427239.562500 Penalty: 2670.228760
	Iteration 1F: 3 clusters Score -427239.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -427365.750000 Penalty: 2670.228760
	Iteration 2F: 3 clusters Score -427365.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -427448.750000 Penalty: 2670.228760
	Iteration 3Q: 3 clusters Score -427448.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -427520.125000 Penalty: 2670.228760
	Iteration 4Q: 3 clusters Score -427520.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -427577.812500 Penalty: 2670.228760
	Iteration 5Q: 3 clusters Score -427577.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -427618.250000 Penalty: 2670.228760
	Iteration 6Q: 3 clusters Score -427618.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -427652.218750 Penalty: 2670.228760
	Iteration 7Q: 3 clusters Score -427652.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -427683.343750 Penalty: 2670.228760
	Iteration 8Q: 3 clusters Score -427683.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -427716.562500 Penalty: 2670.228760
	Iteration 9Q: 3 clusters Score -427716.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -427738.531250 Penalty: 2670.228760
	Iteration 10Q: 3 clusters Score -427738.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -427758.031250 Penalty: 2670.228760
	Iteration 11Q: 3 clusters Score -427758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -427774.031250 Penalty: 2670.228760
	Iteration 12Q: 3 clusters Score -427774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -427788.187500 Penalty: 2670.228760
	Iteration 13Q: 3 clusters Score -427788.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -427803.468750 Penalty: 2670.228760
	Iteration 14Q: 3 clusters Score -427803.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -427815.562500 Penalty: 2670.228760
	Iteration 15Q: 3 clusters Score -427815.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -427827.406250 Penalty: 2670.228760
	Iteration 16Q: 3 clusters Score -427827.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -427837.531250 Penalty: 2670.228760
	Iteration 17Q: 3 clusters Score -427837.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -427845.406250 Penalty: 2670.228760
	Iteration 18Q: 3 clusters Score -427845.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -427857.531250 Penalty: 2670.228760
	Iteration 19Q: 3 clusters Score -427857.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -427873.250000 Penalty: 2670.228760
	Iteration 20F: 3 clusters Score -427873.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -427894.750000 Penalty: 2670.228760
	Iteration 21Q: 3 clusters Score -427894.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -427918.718750 Penalty: 2670.228760
	Iteration 22Q: 3 clusters Score -427918.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -427953.281250 Penalty: 2670.228760
	Iteration 23Q: 3 clusters Score -427953.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -427987.687500 Penalty: 2670.228760
	Iteration 24Q: 3 clusters Score -427987.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -428021.375000 Penalty: 2670.228760
	Iteration 25Q: 3 clusters Score -428021.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -428066.687500 Penalty: 2670.228760
	Iteration 26Q: 3 clusters Score -428066.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -428121.906250 Penalty: 2670.228760
	Iteration 27Q: 3 clusters Score -428121.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -428174.656250 Penalty: 2670.228760
	Iteration 28Q: 3 clusters Score -428174.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -428237.468750 Penalty: 2670.228760
	Iteration 29Q: 3 clusters Score -428237.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -428319.593750 Penalty: 2670.228760
	Iteration 30Q: 3 clusters Score -428319.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -428419.531250 Penalty: 2670.228760
	Iteration 31Q: 3 clusters Score -428419.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -428475.812500 Penalty: 2670.228760
	Iteration 32Q: 3 clusters Score -428475.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -428510.562500 Penalty: 2670.228760
	Iteration 33Q: 3 clusters Score -428510.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -428532.718750 Penalty: 2670.228760
	Iteration 34Q: 3 clusters Score -428532.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -428543.406250 Penalty: 2670.228760
	Iteration 35Q: 3 clusters Score -428543.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -428549.437500 Penalty: 2670.228760
	Iteration 36Q: 3 clusters Score -428549.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -428558.562500 Penalty: 2670.228760
	Iteration 37Q: 3 clusters Score -428558.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -428564.000000 Penalty: 2670.228760
	Iteration 38Q: 3 clusters Score -428564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -428570.687500 Penalty: 2670.228760
	Iteration 39Q: 3 clusters Score -428570.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -428577.218750 Penalty: 2670.228760
	Iteration 40F: 3 clusters Score -428577.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -428583.656250 Penalty: 2670.228760
	Iteration 41Q: 3 clusters Score -428583.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -428592.343750 Penalty: 2670.228760
	Iteration 42Q: 3 clusters Score -428592.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -428594.906250 Penalty: 2670.228760
	Iteration 43Q: 3 clusters Score -428594.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -428596.343750 Penalty: 2670.228760
	Iteration 44Q: 3 clusters Score -428596.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -428596.656250 Penalty: 2670.228760
	Iteration 45Q: 3 clusters Score -428596.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -428596.656250 Penalty: 2670.228760
	Iteration 46F: 3 clusters Score -428596.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -186070.203125 Penalty: 1208.066895
	Iteration 0F: 2 clusters Score -186070.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -184166.484375 Penalty: 2416.133789
	Iteration 0F: 3 clusters Score -184166.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -184531.828125 Penalty: 2416.133789
	Iteration 1F: 3 clusters Score -184531.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -184634.609375 Penalty: 2416.133789
	Iteration 2F: 3 clusters Score -184634.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -184687.781250 Penalty: 2416.133789
	Iteration 3F: 3 clusters Score -184687.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -184718.687500 Penalty: 2416.133789
	Iteration 4Q: 3 clusters Score -184718.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -184735.625000 Penalty: 2416.133789
	Iteration 5Q: 3 clusters Score -184735.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -184751.625000 Penalty: 2416.133789
	Iteration 6Q: 3 clusters Score -184751.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -184762.656250 Penalty: 2416.133789
	Iteration 7Q: 3 clusters Score -184762.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -184768.765625 Penalty: 2416.133789
	Iteration 8Q: 3 clusters Score -184768.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -184771.937500 Penalty: 2416.133789
	Iteration 9Q: 3 clusters Score -184771.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -184773.484375 Penalty: 2416.133789
	Iteration 10Q: 3 clusters Score -184773.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -184774.359375 Penalty: 2416.133789
	Iteration 11Q: 3 clusters Score -184774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -184775.687500 Penalty: 2416.133789
	Iteration 12Q: 3 clusters Score -184775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -184777.718750 Penalty: 2416.133789
	Iteration 13Q: 3 clusters Score -184777.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -184779.859375 Penalty: 2416.133789
	Iteration 14Q: 3 clusters Score -184779.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -184782.578125 Penalty: 2416.133789
	Iteration 15Q: 3 clusters Score -184782.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -184787.062500 Penalty: 2416.133789
	Iteration 16Q: 3 clusters Score -184787.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -184792.171875 Penalty: 2416.133789
	Iteration 17Q: 3 clusters Score -184792.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -184793.687500 Penalty: 2416.133789
	Iteration 18Q: 3 clusters Score -184793.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -184794.468750 Penalty: 2416.133789
	Iteration 19Q: 3 clusters Score -184794.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -184795.125000 Penalty: 2416.133789
	Iteration 20F: 3 clusters Score -184795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -184795.750000 Penalty: 2416.133789
	Iteration 21Q: 3 clusters Score -184795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -184796.265625 Penalty: 2416.133789
	Iteration 22Q: 3 clusters Score -184796.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -184796.875000 Penalty: 2416.133789
	Iteration 23Q: 3 clusters Score -184796.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -184798.328125 Penalty: 2416.133789
	Iteration 24Q: 3 clusters Score -184798.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -184798.328125 Penalty: 2416.133789
	Iteration 25F: 3 clusters Score -184798.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -17725.156250 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -17725.16 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 107 members 
Entering Unmasked Estep 
Score: -17036.019531 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -17036.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17144.630859 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -17144.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17172.250000 Penalty: 1718.686768
	Iteration 2F: 3 clusters Score -17172.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17218.162109 Penalty: 1718.686768
	Iteration 3Q: 3 clusters Score -17218.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17229.652344 Penalty: 1718.686768
	Iteration 4Q: 3 clusters Score -17229.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17229.652344 Penalty: 1718.686768
	Iteration 5F: 3 clusters Score -17229.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (116192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Entering Unmasked Estep 
Score: -13523784.000000 Penalty: 1895.237305
	Iteration 0F: 2 clusters Score -1.352378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -13452231.000000 Penalty: 3790.474609
	Iteration 0F: 3 clusters Score -1.345223e+07 nChanged 55632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -13484488.000000 Penalty: 3790.474609
	Iteration 1F: 3 clusters Score -1.348449e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -13485567.000000 Penalty: 3790.474609
	Iteration 2Q: 3 clusters Score -1.348557e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -13487171.000000 Penalty: 3790.474609
	Iteration 3Q: 3 clusters Score -1.348717e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -13490195.000000 Penalty: 3790.474609
	Iteration 4Q: 3 clusters Score -1.34902e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71627 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -13495273.000000 Penalty: 3790.474609
	Iteration 5F: 3 clusters Score -1.349527e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -13502117.000000 Penalty: 3790.474609
	Iteration 6F: 3 clusters Score -1.350212e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -13509264.000000 Penalty: 3790.474609
	Iteration 7F: 3 clusters Score -1.350926e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -13514207.000000 Penalty: 3790.474609
	Iteration 8F: 3 clusters Score -1.351421e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -13516929.000000 Penalty: 3790.474609
	Iteration 9Q: 3 clusters Score -1.351693e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -13518521.000000 Penalty: 3790.474609
	Iteration 10Q: 3 clusters Score -1.351852e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -13520020.000000 Penalty: 3790.474609
	Iteration 11Q: 3 clusters Score -1.352002e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81930 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -13521392.000000 Penalty: 3790.474609
	Iteration 12Q: 3 clusters Score -1.352139e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -13522807.000000 Penalty: 3790.474609
	Iteration 13Q: 3 clusters Score -1.352281e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -13524147.000000 Penalty: 3790.474609
	Iteration 14Q: 3 clusters Score -1.352415e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -13525151.000000 Penalty: 3790.474609
	Iteration 15Q: 3 clusters Score -1.352515e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80065 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -13525798.000000 Penalty: 3790.474609
	Iteration 16Q: 3 clusters Score -1.35258e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79882 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -13526105.000000 Penalty: 3790.474609
	Iteration 17Q: 3 clusters Score -1.35261e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -13526275.000000 Penalty: 3790.474609
	Iteration 18Q: 3 clusters Score -1.352628e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -13526378.000000 Penalty: 3790.474609
	Iteration 19Q: 3 clusters Score -1.352638e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -13526483.000000 Penalty: 3790.474609
	Iteration 20F: 3 clusters Score -1.352648e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79500 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -13526490.000000 Penalty: 3790.474609
	Iteration 21Q: 3 clusters Score -1.352649e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -13526480.000000 Penalty: 3790.474609
	Iteration 22Q: 3 clusters Score -1.352648e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -13526547.000000 Penalty: 3790.474609
	Iteration 23Q: 3 clusters Score -1.352655e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79097 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -13526564.000000 Penalty: 3790.474609
	Iteration 24Q: 3 clusters Score -1.352656e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78957 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -13526607.000000 Penalty: 3790.474609
	Iteration 25Q: 3 clusters Score -1.352661e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78815 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -13526618.000000 Penalty: 3790.474609
	Iteration 26Q: 3 clusters Score -1.352662e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -13526620.000000 Penalty: 3790.474609
	Iteration 27Q: 3 clusters Score -1.352662e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78567 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -13526637.000000 Penalty: 3790.474609
	Iteration 28Q: 3 clusters Score -1.352664e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78483 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -13526643.000000 Penalty: 3790.474609
	Iteration 29Q: 3 clusters Score -1.352664e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -13526670.000000 Penalty: 3790.474609
	Iteration 30Q: 3 clusters Score -1.352667e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78360 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -13526697.000000 Penalty: 3790.474609
	Iteration 31Q: 3 clusters Score -1.35267e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -13526705.000000 Penalty: 3790.474609
	Iteration 32Q: 3 clusters Score -1.35267e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78227 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -13526724.000000 Penalty: 3790.474609
	Iteration 33Q: 3 clusters Score -1.352672e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -13526730.000000 Penalty: 3790.474609
	Iteration 34Q: 3 clusters Score -1.352673e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78125 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -13526734.000000 Penalty: 3790.474609
	Iteration 35Q: 3 clusters Score -1.352673e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78092 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -13526736.000000 Penalty: 3790.474609
	Iteration 36Q: 3 clusters Score -1.352674e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -13526738.000000 Penalty: 3790.474609
	Iteration 37Q: 3 clusters Score -1.352674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -13526721.000000 Penalty: 3790.474609
	Iteration 38Q: 3 clusters Score -1.352672e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -13526723.000000 Penalty: 3790.474609
	Iteration 39Q: 3 clusters Score -1.352672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -13526720.000000 Penalty: 3790.474609
	Iteration 40F: 3 clusters Score -1.352672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -13526721.000000 Penalty: 3790.474609
	Iteration 41Q: 3 clusters Score -1.352672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -13526720.000000 Penalty: 3790.474609
	Iteration 42Q: 3 clusters Score -1.352672e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77939 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -13526737.000000 Penalty: 3790.474609
	Iteration 43Q: 3 clusters Score -1.352674e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77909 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -13526732.000000 Penalty: 3790.474609
	Iteration 44Q: 3 clusters Score -1.352673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77885 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -13526723.000000 Penalty: 3790.474609
	Iteration 45Q: 3 clusters Score -1.352672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77862 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -13526743.000000 Penalty: 3790.474609
	Iteration 46Q: 3 clusters Score -1.352674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -13526740.000000 Penalty: 3790.474609
	Iteration 47Q: 3 clusters Score -1.352674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -13526739.000000 Penalty: 3790.474609
	Iteration 48Q: 3 clusters Score -1.352674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -13526738.000000 Penalty: 3790.474609
	Iteration 49Q: 3 clusters Score -1.352674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -13526741.000000 Penalty: 3790.474609
	Iteration 50Q: 3 clusters Score -1.352674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -13526741.000000 Penalty: 3790.474609
	Iteration 51F: 3 clusters Score -1.352674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 16635 members 
Mstep: Class 3 contains 15278 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 154235 members 
Mstep: Class 6 contains 136432 members 
Mstep: Class 7 contains 16665 members 
Mstep: Class 8 contains 4135 members 
Mstep: Class 9 contains 38352 members 
Mstep: Class 10 contains 3965 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 9640 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 46490 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 77840 members 
Mstep: Class 19 contains 91295 members 
Mstep: Class 20 contains 39274 members 
Mstep: Class 21 contains 10606 members 
Mstep: Class 22 contains 132476 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 78592 members 
Mstep: Class 26 contains 12708 members 
Entering Unmasked Estep 
Score: -102108856.000000 Penalty: 57975.621094
Splitting cluster 18 changes total score from -102105992.000000 to -102108856.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 19 (91295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91295 members 
Entering Unmasked Estep 
Score: -10535208.000000 Penalty: 1856.050781
	Iteration 0F: 2 clusters Score -1.053521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -10475236.000000 Penalty: 3712.101562
	Iteration 0F: 3 clusters Score -1.047524e+07 nChanged 43732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -10500547.000000 Penalty: 3712.101562
	Iteration 1F: 3 clusters Score -1.050055e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -10501293.000000 Penalty: 3712.101562
	Iteration 2Q: 3 clusters Score -1.050129e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -10502532.000000 Penalty: 3712.101562
	Iteration 3Q: 3 clusters Score -1.050253e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -10504382.000000 Penalty: 3712.101562
	Iteration 4Q: 3 clusters Score -1.050438e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -10507583.000000 Penalty: 3712.101562
	Iteration 5F: 3 clusters Score -1.050758e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -10512437.000000 Penalty: 3712.101562
	Iteration 6F: 3 clusters Score -1.051244e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -10518834.000000 Penalty: 3712.101562
	Iteration 7F: 3 clusters Score -1.051883e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 80056 members 
Entering Unmasked Estep 
Score: -10524934.000000 Penalty: 3712.101562
	Iteration 8F: 3 clusters Score -1.052493e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
Score: -10529184.000000 Penalty: 3712.101562
	Iteration 9F: 3 clusters Score -1.052918e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 87708 members 
Entering Unmasked Estep 
Score: -10531552.000000 Penalty: 3712.101562
	Iteration 10Q: 3 clusters Score -1.053155e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 89170 members 
Entering Unmasked Estep 
Score: -10532639.000000 Penalty: 3712.101562
	Iteration 11Q: 3 clusters Score -1.053264e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 89847 members 
Entering Unmasked Estep 
Score: -10533141.000000 Penalty: 3712.101562
	Iteration 12Q: 3 clusters Score -1.053314e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 90197 members 
Entering Unmasked Estep 
Score: -10533371.000000 Penalty: 3712.101562
	Iteration 13Q: 3 clusters Score -1.053337e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 90388 members 
Entering Unmasked Estep 
Score: -10533542.000000 Penalty: 3712.101562
	Iteration 14Q: 3 clusters Score -1.053354e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 90488 members 
Entering Unmasked Estep 
Score: -10533621.000000 Penalty: 3712.101562
	Iteration 15Q: 3 clusters Score -1.053362e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 90551 members 
Entering Unmasked Estep 
Score: -10533648.000000 Penalty: 3712.101562
	Iteration 16Q: 3 clusters Score -1.053365e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 90600 members 
Entering Unmasked Estep 
Score: -10533671.000000 Penalty: 3712.101562
	Iteration 17Q: 3 clusters Score -1.053367e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 90637 members 
Entering Unmasked Estep 
Score: -10533675.000000 Penalty: 3712.101562
	Iteration 18Q: 3 clusters Score -1.053368e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 90663 members 
Entering Unmasked Estep 
Score: -10533679.000000 Penalty: 3712.101562
	Iteration 19Q: 3 clusters Score -1.053368e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 90689 members 
Entering Unmasked Estep 
Score: -10533701.000000 Penalty: 3712.101562
	Iteration 20F: 3 clusters Score -1.05337e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 90709 members 
Entering Unmasked Estep 
Score: -10533708.000000 Penalty: 3712.101562
	Iteration 21Q: 3 clusters Score -1.053371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 90716 members 
Entering Unmasked Estep 
Score: -10533728.000000 Penalty: 3712.101562
	Iteration 22Q: 3 clusters Score -1.053373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 90726 members 
Entering Unmasked Estep 
Score: -10533728.000000 Penalty: 3712.101562
	Iteration 23Q: 3 clusters Score -1.053373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 90731 members 
Entering Unmasked Estep 
Score: -10533739.000000 Penalty: 3712.101562
	Iteration 24Q: 3 clusters Score -1.053374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 90735 members 
Entering Unmasked Estep 
Score: -10533754.000000 Penalty: 3712.101562
	Iteration 25Q: 3 clusters Score -1.053375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -10533761.000000 Penalty: 3712.101562
	Iteration 26Q: 3 clusters Score -1.053376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 90743 members 
Entering Unmasked Estep 
Score: -10533765.000000 Penalty: 3712.101562
	Iteration 27Q: 3 clusters Score -1.053376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 90748 members 
Entering Unmasked Estep 
Score: -10533766.000000 Penalty: 3712.101562
	Iteration 28Q: 3 clusters Score -1.053377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 90753 members 
Entering Unmasked Estep 
Score: -10533753.000000 Penalty: 3712.101562
	Iteration 29Q: 3 clusters Score -1.053375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 90754 members 
Entering Unmasked Estep 
Score: -10533755.000000 Penalty: 3712.101562
	Iteration 30Q: 3 clusters Score -1.053376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 90754 members 
Entering Unmasked Estep 
Score: -10533755.000000 Penalty: 3712.101562
	Iteration 31F: 3 clusters Score -1.053376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Entering Unmasked Estep 
Score: -4352605.500000 Penalty: 1718.976562
	Iteration 0F: 2 clusters Score -4352606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -4326451.500000 Penalty: 3437.953125
	Iteration 0F: 3 clusters Score -4326452 nChanged 18134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -4336777.000000 Penalty: 3437.953125
	Iteration 1F: 3 clusters Score -4336777 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -4337290.000000 Penalty: 3437.953125
	Iteration 2Q: 3 clusters Score -4337290 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -4337867.500000 Penalty: 3437.953125
	Iteration 3Q: 3 clusters Score -4337868 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -4338590.500000 Penalty: 3437.953125
	Iteration 4Q: 3 clusters Score -4338590 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -4339674.000000 Penalty: 3437.953125
	Iteration 5Q: 3 clusters Score -4339674 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -4341244.500000 Penalty: 3437.953125
	Iteration 6F: 3 clusters Score -4341244 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -4343345.500000 Penalty: 3437.953125
	Iteration 7F: 3 clusters Score -4343346 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -4345583.000000 Penalty: 3437.953125
	Iteration 8F: 3 clusters Score -4345583 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -4347354.500000 Penalty: 3437.953125
	Iteration 9F: 3 clusters Score -4347354 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -4348641.000000 Penalty: 3437.953125
	Iteration 10Q: 3 clusters Score -4348641 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -4349491.000000 Penalty: 3437.953125
	Iteration 11Q: 3 clusters Score -4349491 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -4350034.500000 Penalty: 3437.953125
	Iteration 12Q: 3 clusters Score -4350034 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -4350423.500000 Penalty: 3437.953125
	Iteration 13Q: 3 clusters Score -4350424 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -4350649.000000 Penalty: 3437.953125
	Iteration 14Q: 3 clusters Score -4350649 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -4350813.000000 Penalty: 3437.953125
	Iteration 15Q: 3 clusters Score -4350813 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -4350920.500000 Penalty: 3437.953125
	Iteration 16Q: 3 clusters Score -4350920 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -4350976.500000 Penalty: 3437.953125
	Iteration 17Q: 3 clusters Score -4350976 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -4351010.500000 Penalty: 3437.953125
	Iteration 18Q: 3 clusters Score -4351010 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -4351046.500000 Penalty: 3437.953125
	Iteration 19Q: 3 clusters Score -4351046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -4351063.500000 Penalty: 3437.953125
	Iteration 20F: 3 clusters Score -4351064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -4351080.500000 Penalty: 3437.953125
	Iteration 21Q: 3 clusters Score -4351080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -4351082.500000 Penalty: 3437.953125
	Iteration 22Q: 3 clusters Score -4351082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -4351103.500000 Penalty: 3437.953125
	Iteration 23Q: 3 clusters Score -4351104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -4351120.500000 Penalty: 3437.953125
	Iteration 24Q: 3 clusters Score -4351120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -4351131.000000 Penalty: 3437.953125
	Iteration 25Q: 3 clusters Score -4351131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -4351135.500000 Penalty: 3437.953125
	Iteration 26Q: 3 clusters Score -4351136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -4351140.000000 Penalty: 3437.953125
	Iteration 27Q: 3 clusters Score -4351140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -4351144.500000 Penalty: 3437.953125
	Iteration 28Q: 3 clusters Score -4351144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -4351151.000000 Penalty: 3437.953125
	Iteration 29Q: 3 clusters Score -4351151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -4351156.000000 Penalty: 3437.953125
	Iteration 30Q: 3 clusters Score -4351156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -4351162.000000 Penalty: 3437.953125
	Iteration 31Q: 3 clusters Score -4351162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -4351165.000000 Penalty: 3437.953125
	Iteration 32Q: 3 clusters Score -4351165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -4351170.500000 Penalty: 3437.953125
	Iteration 33Q: 3 clusters Score -4351170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -4351174.000000 Penalty: 3437.953125
	Iteration 34Q: 3 clusters Score -4351174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -4351182.500000 Penalty: 3437.953125
	Iteration 35Q: 3 clusters Score -4351182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -4351181.500000 Penalty: 3437.953125
	Iteration 36Q: 3 clusters Score -4351182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -4351191.000000 Penalty: 3437.953125
	Iteration 37Q: 3 clusters Score -4351191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -4351188.000000 Penalty: 3437.953125
	Iteration 38Q: 3 clusters Score -4351188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -4351198.500000 Penalty: 3437.953125
	Iteration 39Q: 3 clusters Score -4351198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -4351198.500000 Penalty: 3437.953125
	Iteration 40F: 3 clusters Score -4351198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -4351203.000000 Penalty: 3437.953125
	Iteration 41Q: 3 clusters Score -4351203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -4351205.500000 Penalty: 3437.953125
	Iteration 42Q: 3 clusters Score -4351206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -4351204.000000 Penalty: 3437.953125
	Iteration 43Q: 3 clusters Score -4351204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4351204.500000 Penalty: 3437.953125
	Iteration 44Q: 3 clusters Score -4351204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4351204.500000 Penalty: 3437.953125
	Iteration 45F: 3 clusters Score -4351204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Entering Unmasked Estep 
Score: -1221916.125000 Penalty: 1506.240967
	Iteration 0F: 2 clusters Score -1221916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1214340.375000 Penalty: 3012.481934
	Iteration 0F: 3 clusters Score -1214340 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1216929.500000 Penalty: 3012.481934
	Iteration 1F: 3 clusters Score -1216930 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1217520.625000 Penalty: 3012.481934
	Iteration 2F: 3 clusters Score -1217521 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1218247.875000 Penalty: 3012.481934
	Iteration 3F: 3 clusters Score -1218248 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1219009.000000 Penalty: 3012.481934
	Iteration 4F: 3 clusters Score -1219009 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1219835.375000 Penalty: 3012.481934
	Iteration 5F: 3 clusters Score -1219835 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1220691.625000 Penalty: 3012.481934
	Iteration 6F: 3 clusters Score -1220692 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1221191.000000 Penalty: 3012.481934
	Iteration 7F: 3 clusters Score -1221191 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1221395.000000 Penalty: 3012.481934
	Iteration 8Q: 3 clusters Score -1221395 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1221497.000000 Penalty: 3012.481934
	Iteration 9Q: 3 clusters Score -1221497 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1221553.500000 Penalty: 3012.481934
	Iteration 10Q: 3 clusters Score -1221554 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1221582.375000 Penalty: 3012.481934
	Iteration 11Q: 3 clusters Score -1221582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1221598.000000 Penalty: 3012.481934
	Iteration 12Q: 3 clusters Score -1221598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1221608.125000 Penalty: 3012.481934
	Iteration 13Q: 3 clusters Score -1221608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1221611.125000 Penalty: 3012.481934
	Iteration 14Q: 3 clusters Score -1221611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1221614.750000 Penalty: 3012.481934
	Iteration 15Q: 3 clusters Score -1221615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1221618.125000 Penalty: 3012.481934
	Iteration 16Q: 3 clusters Score -1221618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1221618.625000 Penalty: 3012.481934
	Iteration 17Q: 3 clusters Score -1221619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1221619.375000 Penalty: 3012.481934
	Iteration 18Q: 3 clusters Score -1221619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1221620.750000 Penalty: 3012.481934
	Iteration 19Q: 3 clusters Score -1221621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1221620.625000 Penalty: 3012.481934
	Iteration 20F: 3 clusters Score -1221621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1221621.250000 Penalty: 3012.481934
	Iteration 21Q: 3 clusters Score -1221621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1221622.250000 Penalty: 3012.481934
	Iteration 22Q: 3 clusters Score -1221622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1221622.250000 Penalty: 3012.481934
	Iteration 23F: 3 clusters Score -1221622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (132476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132476 members 
Entering Unmasked Estep 
Score: -15364526.000000 Penalty: 1916.550537
	Iteration 0F: 2 clusters Score -1.536453e+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 66205 members 
Entering Unmasked Estep 
Score: -15282172.000000 Penalty: 3833.101074
	Iteration 0F: 3 clusters Score -1.528217e+07 nChanged 63695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -15319519.000000 Penalty: 3833.101074
	Iteration 1F: 3 clusters Score -1.531952e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -15320155.000000 Penalty: 3833.101074
	Iteration 2Q: 3 clusters Score -1.532016e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -15320767.000000 Penalty: 3833.101074
	Iteration 3Q: 3 clusters Score -1.532077e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -15321510.000000 Penalty: 3833.101074
	Iteration 4Q: 3 clusters Score -1.532151e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -15322644.000000 Penalty: 3833.101074
	Iteration 5Q: 3 clusters Score -1.532264e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -15324142.000000 Penalty: 3833.101074
	Iteration 6Q: 3 clusters Score -1.532414e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -15326332.000000 Penalty: 3833.101074
	Iteration 7Q: 3 clusters Score -1.532633e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 84032 members 
Entering Unmasked Estep 
Score: -15329303.000000 Penalty: 3833.101074
	Iteration 8Q: 3 clusters Score -1.53293e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 88686 members 
Entering Unmasked Estep 
Score: -15333162.000000 Penalty: 3833.101074
	Iteration 9F: 3 clusters Score -1.533316e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 92215 members 
Entering Unmasked Estep 
Score: -15338143.000000 Penalty: 3833.101074
	Iteration 10F: 3 clusters Score -1.533814e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 93948 members 
Entering Unmasked Estep 
Score: -15343967.000000 Penalty: 3833.101074
	Iteration 11F: 3 clusters Score -1.534397e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 93934 members 
Entering Unmasked Estep 
Score: -15347468.000000 Penalty: 3833.101074
	Iteration 12F: 3 clusters Score -1.534747e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 93669 members 
Entering Unmasked Estep 
Score: -15348707.000000 Penalty: 3833.101074
	Iteration 13Q: 3 clusters Score -1.534871e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -15349161.000000 Penalty: 3833.101074
	Iteration 14Q: 3 clusters Score -1.534916e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -15349446.000000 Penalty: 3833.101074
	Iteration 15Q: 3 clusters Score -1.534945e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 92805 members 
Entering Unmasked Estep 
Score: -15349840.000000 Penalty: 3833.101074
	Iteration 16Q: 3 clusters Score -1.534984e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 92474 members 
Entering Unmasked Estep 
Score: -15350264.000000 Penalty: 3833.101074
	Iteration 17Q: 3 clusters Score -1.535026e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -15350592.000000 Penalty: 3833.101074
	Iteration 18Q: 3 clusters Score -1.535059e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 91866 members 
Entering Unmasked Estep 
Score: -15350946.000000 Penalty: 3833.101074
	Iteration 19Q: 3 clusters Score -1.535095e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 91567 members 
Entering Unmasked Estep 
Score: -15351358.000000 Penalty: 3833.101074
	Iteration 20F: 3 clusters Score -1.535136e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -15351767.000000 Penalty: 3833.101074
	Iteration 21Q: 3 clusters Score -1.535177e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 90767 members 
Entering Unmasked Estep 
Score: -15352252.000000 Penalty: 3833.101074
	Iteration 22Q: 3 clusters Score -1.535225e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 90247 members 
Entering Unmasked Estep 
Score: -15352773.000000 Penalty: 3833.101074
	Iteration 23Q: 3 clusters Score -1.535277e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -15353329.000000 Penalty: 3833.101074
	Iteration 24Q: 3 clusters Score -1.535333e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
Score: -15353985.000000 Penalty: 3833.101074
	Iteration 25Q: 3 clusters Score -1.535398e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 88370 members 
Entering Unmasked Estep 
Score: -15354817.000000 Penalty: 3833.101074
	Iteration 26Q: 3 clusters Score -1.535482e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 87475 members 
Entering Unmasked Estep 
Score: -15355754.000000 Penalty: 3833.101074
	Iteration 27Q: 3 clusters Score -1.535575e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
Score: -15356901.000000 Penalty: 3833.101074
	Iteration 28Q: 3 clusters Score -1.53569e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 85350 members 
Entering Unmasked Estep 
Score: -15358121.000000 Penalty: 3833.101074
	Iteration 29Q: 3 clusters Score -1.535812e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 83968 members 
Entering Unmasked Estep 
Score: -15359833.000000 Penalty: 3833.101074
	Iteration 30Q: 3 clusters Score -1.535983e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -15361743.000000 Penalty: 3833.101074
	Iteration 31Q: 3 clusters Score -1.536174e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 81441 members 
Entering Unmasked Estep 
Score: -15363006.000000 Penalty: 3833.101074
	Iteration 32Q: 3 clusters Score -1.536301e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 80785 members 
Entering Unmasked Estep 
Score: -15363842.000000 Penalty: 3833.101074
	Iteration 33Q: 3 clusters Score -1.536384e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 80398 members 
Entering Unmasked Estep 
Score: -15364277.000000 Penalty: 3833.101074
	Iteration 34Q: 3 clusters Score -1.536428e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 80172 members 
Entering Unmasked Estep 
Score: -15364518.000000 Penalty: 3833.101074
	Iteration 35Q: 3 clusters Score -1.536452e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -15364740.000000 Penalty: 3833.101074
	Iteration 36Q: 3 clusters Score -1.536474e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -15364812.000000 Penalty: 3833.101074
	Iteration 37Q: 3 clusters Score -1.536481e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -15364864.000000 Penalty: 3833.101074
	Iteration 38Q: 3 clusters Score -1.536486e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 80047 members 
Entering Unmasked Estep 
Score: -15364894.000000 Penalty: 3833.101074
	Iteration 39Q: 3 clusters Score -1.536489e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 80102 members 
Entering Unmasked Estep 
Score: -15365857.000000 Penalty: 3833.101074
	Iteration 40F: 3 clusters Score -1.536586e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 79425 members 
Entering Unmasked Estep 
Score: -15366314.000000 Penalty: 3833.101074
	Iteration 41Q: 3 clusters Score -1.536631e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -15366531.000000 Penalty: 3833.101074
	Iteration 42Q: 3 clusters Score -1.536653e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 78516 members 
Entering Unmasked Estep 
Score: -15366658.000000 Penalty: 3833.101074
	Iteration 43Q: 3 clusters Score -1.536666e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -15366736.000000 Penalty: 3833.101074
	Iteration 44Q: 3 clusters Score -1.536674e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -15366722.000000 Penalty: 3833.101074
	Iteration 45Q: 3 clusters Score -1.536672e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -15366788.000000 Penalty: 3833.101074
	Iteration 46Q: 3 clusters Score -1.536679e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 77138 members 
Entering Unmasked Estep 
Score: -15366841.000000 Penalty: 3833.101074
	Iteration 47Q: 3 clusters Score -1.536684e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 76793 members 
Entering Unmasked Estep 
Score: -15366836.000000 Penalty: 3833.101074
	Iteration 48Q: 3 clusters Score -1.536684e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -15366813.000000 Penalty: 3833.101074
	Iteration 49Q: 3 clusters Score -1.536681e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -15366767.000000 Penalty: 3833.101074
	Iteration 50Q: 3 clusters Score -1.536677e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -15366820.000000 Penalty: 3833.101074
	Iteration 51Q: 3 clusters Score -1.536682e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 75466 members 
Entering Unmasked Estep 
Score: -15366842.000000 Penalty: 3833.101074
	Iteration 52Q: 3 clusters Score -1.536684e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 75121 members 
Entering Unmasked Estep 
Score: -15366802.000000 Penalty: 3833.101074
	Iteration 53Q: 3 clusters Score -1.53668e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
Score: -15366808.000000 Penalty: 3833.101074
	Iteration 54Q: 3 clusters Score -1.536681e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -15366803.000000 Penalty: 3833.101074
	Iteration 55Q: 3 clusters Score -1.53668e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -15366825.000000 Penalty: 3833.101074
	Iteration 56Q: 3 clusters Score -1.536682e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -15366809.000000 Penalty: 3833.101074
	Iteration 57Q: 3 clusters Score -1.536681e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -15366818.000000 Penalty: 3833.101074
	Iteration 58Q: 3 clusters Score -1.536682e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 73497 members 
Entering Unmasked Estep 
Score: -15366812.000000 Penalty: 3833.101074
	Iteration 59Q: 3 clusters Score -1.536681e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -15366820.000000 Penalty: 3833.101074
	Iteration 60F: 3 clusters Score -1.536682e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -15366825.000000 Penalty: 3833.101074
	Iteration 61Q: 3 clusters Score -1.536682e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59932 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -15366881.000000 Penalty: 3833.101074
	Iteration 62Q: 3 clusters Score -1.536688e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 72218 members 
Entering Unmasked Estep 
Score: -15366803.000000 Penalty: 3833.101074
	Iteration 63Q: 3 clusters Score -1.53668e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 71895 members 
Entering Unmasked Estep 
Score: -15366796.000000 Penalty: 3833.101074
	Iteration 64Q: 3 clusters Score -1.53668e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -15366791.000000 Penalty: 3833.101074
	Iteration 65Q: 3 clusters Score -1.536679e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 71200 members 
Entering Unmasked Estep 
Score: -15366782.000000 Penalty: 3833.101074
	Iteration 66Q: 3 clusters Score -1.536678e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -15366768.000000 Penalty: 3833.101074
	Iteration 67Q: 3 clusters Score -1.536677e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62002 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -15366802.000000 Penalty: 3833.101074
	Iteration 68Q: 3 clusters Score -1.53668e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 70091 members 
Entering Unmasked Estep 
Score: -15366847.000000 Penalty: 3833.101074
	Iteration 69Q: 3 clusters Score -1.536685e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 69651 members 
Entering Unmasked Estep 
Score: -15366918.000000 Penalty: 3833.101074
	Iteration 70Q: 3 clusters Score -1.536692e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -15366908.000000 Penalty: 3833.101074
	Iteration 71Q: 3 clusters Score -1.536691e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -15366974.000000 Penalty: 3833.101074
	Iteration 72Q: 3 clusters Score -1.536697e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -15366953.000000 Penalty: 3833.101074
	Iteration 73Q: 3 clusters Score -1.536695e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -15366996.000000 Penalty: 3833.101074
	Iteration 74Q: 3 clusters Score -1.5367e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 67305 members 
Entering Unmasked Estep 
Score: -15366998.000000 Penalty: 3833.101074
	Iteration 75Q: 3 clusters Score -1.5367e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 66844 members 
Entering Unmasked Estep 
Score: -15367010.000000 Penalty: 3833.101074
	Iteration 76Q: 3 clusters Score -1.536701e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -15366962.000000 Penalty: 3833.101074
	Iteration 77Q: 3 clusters Score -1.536696e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -15366980.000000 Penalty: 3833.101074
	Iteration 78Q: 3 clusters Score -1.536698e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -15367000.000000 Penalty: 3833.101074
	Iteration 79Q: 3 clusters Score -1.5367e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -15367060.000000 Penalty: 3833.101074
	Iteration 80F: 3 clusters Score -1.536706e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -15367103.000000 Penalty: 3833.101074
	Iteration 81Q: 3 clusters Score -1.53671e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 64095 members 
Entering Unmasked Estep 
Score: -15367112.000000 Penalty: 3833.101074
	Iteration 82Q: 3 clusters Score -1.536711e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -15367136.000000 Penalty: 3833.101074
	Iteration 83Q: 3 clusters Score -1.536714e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 63155 members 
Entering Unmasked Estep 
Score: -15367144.000000 Penalty: 3833.101074
	Iteration 84Q: 3 clusters Score -1.536714e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -15367157.000000 Penalty: 3833.101074
	Iteration 85Q: 3 clusters Score -1.536716e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 62212 members 
Entering Unmasked Estep 
Score: -15367140.000000 Penalty: 3833.101074
	Iteration 86Q: 3 clusters Score -1.536714e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70722 members 
Mstep: Class 2 contains 61754 members 
Entering Unmasked Estep 
Score: -15367104.000000 Penalty: 3833.101074
	Iteration 87Q: 3 clusters Score -1.53671e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -15367083.000000 Penalty: 3833.101074
	Iteration 88Q: 3 clusters Score -1.536708e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -15367125.000000 Penalty: 3833.101074
	Iteration 89Q: 3 clusters Score -1.536712e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71775 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -15367099.000000 Penalty: 3833.101074
	Iteration 90Q: 3 clusters Score -1.53671e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -15367078.000000 Penalty: 3833.101074
	Iteration 91Q: 3 clusters Score -1.536708e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -15367142.000000 Penalty: 3833.101074
	Iteration 92Q: 3 clusters Score -1.536714e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -15367190.000000 Penalty: 3833.101074
	Iteration 93Q: 3 clusters Score -1.536719e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -15367194.000000 Penalty: 3833.101074
	Iteration 94Q: 3 clusters Score -1.536719e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -15367230.000000 Penalty: 3833.101074
	Iteration 95Q: 3 clusters Score -1.536723e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -15367212.000000 Penalty: 3833.101074
	Iteration 96Q: 3 clusters Score -1.536721e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -15367218.000000 Penalty: 3833.101074
	Iteration 97Q: 3 clusters Score -1.536722e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -15367261.000000 Penalty: 3833.101074
	Iteration 98Q: 3 clusters Score -1.536726e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -15367268.000000 Penalty: 3833.101074
	Iteration 99Q: 3 clusters Score -1.536727e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74222 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -15367278.000000 Penalty: 3833.101074
	Iteration 100F: 3 clusters Score -1.536728e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 57996 members 
Entering Unmasked Estep 
Score: -15367281.000000 Penalty: 3833.101074
	Iteration 101Q: 3 clusters Score -1.536728e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -15367294.000000 Penalty: 3833.101074
	Iteration 102Q: 3 clusters Score -1.536729e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74964 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -15367319.000000 Penalty: 3833.101074
	Iteration 103Q: 3 clusters Score -1.536732e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -15367345.000000 Penalty: 3833.101074
	Iteration 104Q: 3 clusters Score -1.536734e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75447 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -15367360.000000 Penalty: 3833.101074
	Iteration 105Q: 3 clusters Score -1.536736e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -15367381.000000 Penalty: 3833.101074
	Iteration 106Q: 3 clusters Score -1.536738e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -15367366.000000 Penalty: 3833.101074
	Iteration 107Q: 3 clusters Score -1.536737e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76120 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -15367366.000000 Penalty: 3833.101074
	Iteration 108Q: 3 clusters Score -1.536737e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -15367397.000000 Penalty: 3833.101074
	Iteration 109Q: 3 clusters Score -1.53674e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -15367373.000000 Penalty: 3833.101074
	Iteration 110Q: 3 clusters Score -1.536737e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76661 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -15367366.000000 Penalty: 3833.101074
	Iteration 111Q: 3 clusters Score -1.536737e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -15367339.000000 Penalty: 3833.101074
	Iteration 112Q: 3 clusters Score -1.536734e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -15367340.000000 Penalty: 3833.101074
	Iteration 113Q: 3 clusters Score -1.536734e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -15367358.000000 Penalty: 3833.101074
	Iteration 114Q: 3 clusters Score -1.536736e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -15367365.000000 Penalty: 3833.101074
	Iteration 115Q: 3 clusters Score -1.536736e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77732 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -15367357.000000 Penalty: 3833.101074
	Iteration 116Q: 3 clusters Score -1.536736e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -15367361.000000 Penalty: 3833.101074
	Iteration 117Q: 3 clusters Score -1.536736e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -15367345.000000 Penalty: 3833.101074
	Iteration 118Q: 3 clusters Score -1.536734e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -15367351.000000 Penalty: 3833.101074
	Iteration 119Q: 3 clusters Score -1.536735e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -15367334.000000 Penalty: 3833.101074
	Iteration 120F: 3 clusters Score -1.536733e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -15367343.000000 Penalty: 3833.101074
	Iteration 121Q: 3 clusters Score -1.536734e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79385 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -15367341.000000 Penalty: 3833.101074
	Iteration 122Q: 3 clusters Score -1.536734e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -15367297.000000 Penalty: 3833.101074
	Iteration 123Q: 3 clusters Score -1.53673e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -15367244.000000 Penalty: 3833.101074
	Iteration 124Q: 3 clusters Score -1.536724e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -15367240.000000 Penalty: 3833.101074
	Iteration 125Q: 3 clusters Score -1.536724e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -15367235.000000 Penalty: 3833.101074
	Iteration 126Q: 3 clusters Score -1.536724e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -15367245.000000 Penalty: 3833.101074
	Iteration 127Q: 3 clusters Score -1.536724e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81167 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -15367264.000000 Penalty: 3833.101074
	Iteration 128Q: 3 clusters Score -1.536726e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -15367277.000000 Penalty: 3833.101074
	Iteration 129Q: 3 clusters Score -1.536728e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -15367244.000000 Penalty: 3833.101074
	Iteration 130Q: 3 clusters Score -1.536724e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82101 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -15367222.000000 Penalty: 3833.101074
	Iteration 131Q: 3 clusters Score -1.536722e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -15367208.000000 Penalty: 3833.101074
	Iteration 132Q: 3 clusters Score -1.536721e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82760 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -15367227.000000 Penalty: 3833.101074
	Iteration 133Q: 3 clusters Score -1.536723e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -15367166.000000 Penalty: 3833.101074
	Iteration 134Q: 3 clusters Score -1.536717e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -15367114.000000 Penalty: 3833.101074
	Iteration 135Q: 3 clusters Score -1.536711e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -15367112.000000 Penalty: 3833.101074
	Iteration 136Q: 3 clusters Score -1.536711e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -15367051.000000 Penalty: 3833.101074
	Iteration 137Q: 3 clusters Score -1.536705e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84172 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -15367046.000000 Penalty: 3833.101074
	Iteration 138Q: 3 clusters Score -1.536705e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -15367022.000000 Penalty: 3833.101074
	Iteration 139Q: 3 clusters Score -1.536702e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -15366990.000000 Penalty: 3833.101074
	Iteration 140F: 3 clusters Score -1.536699e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -15366971.000000 Penalty: 3833.101074
	Iteration 141Q: 3 clusters Score -1.536697e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85068 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -15366961.000000 Penalty: 3833.101074
	Iteration 142Q: 3 clusters Score -1.536696e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85276 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -15366950.000000 Penalty: 3833.101074
	Iteration 143Q: 3 clusters Score -1.536695e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -15366933.000000 Penalty: 3833.101074
	Iteration 144Q: 3 clusters Score -1.536693e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -15366866.000000 Penalty: 3833.101074
	Iteration 145Q: 3 clusters Score -1.536687e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -15366861.000000 Penalty: 3833.101074
	Iteration 146Q: 3 clusters Score -1.536686e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -15366808.000000 Penalty: 3833.101074
	Iteration 147Q: 3 clusters Score -1.536681e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -15366789.000000 Penalty: 3833.101074
	Iteration 148Q: 3 clusters Score -1.536679e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -15366747.000000 Penalty: 3833.101074
	Iteration 149Q: 3 clusters Score -1.536675e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86721 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -15366727.000000 Penalty: 3833.101074
	Iteration 150Q: 3 clusters Score -1.536673e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86919 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -15366723.000000 Penalty: 3833.101074
	Iteration 151Q: 3 clusters Score -1.536672e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87102 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -15366692.000000 Penalty: 3833.101074
	Iteration 152Q: 3 clusters Score -1.536669e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -15366640.000000 Penalty: 3833.101074
	Iteration 153Q: 3 clusters Score -1.536664e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -15366600.000000 Penalty: 3833.101074
	Iteration 154Q: 3 clusters Score -1.53666e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -15366579.000000 Penalty: 3833.101074
	Iteration 155Q: 3 clusters Score -1.536658e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -15366559.000000 Penalty: 3833.101074
	Iteration 156Q: 3 clusters Score -1.536656e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88003 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -15366564.000000 Penalty: 3833.101074
	Iteration 157Q: 3 clusters Score -1.536656e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88186 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -15366585.000000 Penalty: 3833.101074
	Iteration 158Q: 3 clusters Score -1.536658e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88370 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -15366586.000000 Penalty: 3833.101074
	Iteration 159Q: 3 clusters Score -1.536659e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88565 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -15366555.000000 Penalty: 3833.101074
	Iteration 160F: 3 clusters Score -1.536656e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88741 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -15366529.000000 Penalty: 3833.101074
	Iteration 161Q: 3 clusters Score -1.536653e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -15366527.000000 Penalty: 3833.101074
	Iteration 162Q: 3 clusters Score -1.536653e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -15366503.000000 Penalty: 3833.101074
	Iteration 163Q: 3 clusters Score -1.53665e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89238 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -15366494.000000 Penalty: 3833.101074
	Iteration 164Q: 3 clusters Score -1.536649e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -15366461.000000 Penalty: 3833.101074
	Iteration 165Q: 3 clusters Score -1.536646e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89537 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -15366451.000000 Penalty: 3833.101074
	Iteration 166Q: 3 clusters Score -1.536645e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89667 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -15366459.000000 Penalty: 3833.101074
	Iteration 167Q: 3 clusters Score -1.536646e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89787 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -15366447.000000 Penalty: 3833.101074
	Iteration 168Q: 3 clusters Score -1.536645e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -15366393.000000 Penalty: 3833.101074
	Iteration 169Q: 3 clusters Score -1.536639e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -15366406.000000 Penalty: 3833.101074
	Iteration 170Q: 3 clusters Score -1.536641e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90144 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -15366384.000000 Penalty: 3833.101074
	Iteration 171Q: 3 clusters Score -1.536638e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90248 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -15366385.000000 Penalty: 3833.101074
	Iteration 172Q: 3 clusters Score -1.536638e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90346 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -15366369.000000 Penalty: 3833.101074
	Iteration 173Q: 3 clusters Score -1.536637e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90436 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -15366356.000000 Penalty: 3833.101074
	Iteration 174Q: 3 clusters Score -1.536636e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -15366350.000000 Penalty: 3833.101074
	Iteration 175Q: 3 clusters Score -1.536635e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -15366327.000000 Penalty: 3833.101074
	Iteration 176Q: 3 clusters Score -1.536633e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -15366298.000000 Penalty: 3833.101074
	Iteration 177Q: 3 clusters Score -1.53663e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90855 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -15366306.000000 Penalty: 3833.101074
	Iteration 178Q: 3 clusters Score -1.536631e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -15366296.000000 Penalty: 3833.101074
	Iteration 179Q: 3 clusters Score -1.53663e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91010 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -15366280.000000 Penalty: 3833.101074
	Iteration 180F: 3 clusters Score -1.536628e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91083 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -15366278.000000 Penalty: 3833.101074
	Iteration 181Q: 3 clusters Score -1.536628e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91150 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -15366289.000000 Penalty: 3833.101074
	Iteration 182Q: 3 clusters Score -1.536629e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91210 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -15366266.000000 Penalty: 3833.101074
	Iteration 183Q: 3 clusters Score -1.536627e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -15366243.000000 Penalty: 3833.101074
	Iteration 184Q: 3 clusters Score -1.536624e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -15366227.000000 Penalty: 3833.101074
	Iteration 185Q: 3 clusters Score -1.536623e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91341 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -15366219.000000 Penalty: 3833.101074
	Iteration 186Q: 3 clusters Score -1.536622e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91381 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -15366210.000000 Penalty: 3833.101074
	Iteration 187Q: 3 clusters Score -1.536621e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91420 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -15366193.000000 Penalty: 3833.101074
	Iteration 188Q: 3 clusters Score -1.536619e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91458 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -15366198.000000 Penalty: 3833.101074
	Iteration 189Q: 3 clusters Score -1.53662e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91499 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -15366207.000000 Penalty: 3833.101074
	Iteration 190Q: 3 clusters Score -1.536621e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91546 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -15366178.000000 Penalty: 3833.101074
	Iteration 191Q: 3 clusters Score -1.536618e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -15366168.000000 Penalty: 3833.101074
	Iteration 192Q: 3 clusters Score -1.536617e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91653 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -15366158.000000 Penalty: 3833.101074
	Iteration 193Q: 3 clusters Score -1.536616e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91706 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -15366170.000000 Penalty: 3833.101074
	Iteration 194Q: 3 clusters Score -1.536617e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91757 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -15366149.000000 Penalty: 3833.101074
	Iteration 195Q: 3 clusters Score -1.536615e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -15366137.000000 Penalty: 3833.101074
	Iteration 196Q: 3 clusters Score -1.536614e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -15366131.000000 Penalty: 3833.101074
	Iteration 197Q: 3 clusters Score -1.536613e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91913 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -15366141.000000 Penalty: 3833.101074
	Iteration 198Q: 3 clusters Score -1.536614e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91966 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -15366126.000000 Penalty: 3833.101074
	Iteration 199Q: 3 clusters Score -1.536613e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -15366147.000000 Penalty: 3833.101074
	Iteration 200F: 3 clusters Score -1.536615e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92059 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -15366138.000000 Penalty: 3833.101074
	Iteration 201Q: 3 clusters Score -1.536614e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92119 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -15366135.000000 Penalty: 3833.101074
	Iteration 202Q: 3 clusters Score -1.536614e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -15366120.000000 Penalty: 3833.101074
	Iteration 203Q: 3 clusters Score -1.536612e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -15366129.000000 Penalty: 3833.101074
	Iteration 204Q: 3 clusters Score -1.536613e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92275 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -15366129.000000 Penalty: 3833.101074
	Iteration 205Q: 3 clusters Score -1.536613e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92319 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -15366138.000000 Penalty: 3833.101074
	Iteration 206Q: 3 clusters Score -1.536614e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -15366124.000000 Penalty: 3833.101074
	Iteration 207Q: 3 clusters Score -1.536612e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -15366124.000000 Penalty: 3833.101074
	Iteration 208Q: 3 clusters Score -1.536612e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92465 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -15366120.000000 Penalty: 3833.101074
	Iteration 209Q: 3 clusters Score -1.536612e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -15366095.000000 Penalty: 3833.101074
	Iteration 210Q: 3 clusters Score -1.53661e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92560 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -15366074.000000 Penalty: 3833.101074
	Iteration 211Q: 3 clusters Score -1.536607e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -15366074.000000 Penalty: 3833.101074
	Iteration 212Q: 3 clusters Score -1.536607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92618 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -15366067.000000 Penalty: 3833.101074
	Iteration 213Q: 3 clusters Score -1.536607e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92642 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -15366062.000000 Penalty: 3833.101074
	Iteration 214Q: 3 clusters Score -1.536606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92657 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -15366068.000000 Penalty: 3833.101074
	Iteration 215Q: 3 clusters Score -1.536607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -15366071.000000 Penalty: 3833.101074
	Iteration 216Q: 3 clusters Score -1.536607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92683 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -15366056.000000 Penalty: 3833.101074
	Iteration 217Q: 3 clusters Score -1.536606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92698 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -15366041.000000 Penalty: 3833.101074
	Iteration 218Q: 3 clusters Score -1.536604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92705 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -15366039.000000 Penalty: 3833.101074
	Iteration 219Q: 3 clusters Score -1.536604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -15366039.000000 Penalty: 3833.101074
	Iteration 220F: 3 clusters Score -1.536604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -15366051.000000 Penalty: 3833.101074
	Iteration 221Q: 3 clusters Score -1.536605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92716 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -15366043.000000 Penalty: 3833.101074
	Iteration 222Q: 3 clusters Score -1.536604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92716 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -15366043.000000 Penalty: 3833.101074
	Iteration 223F: 3 clusters Score -1.536604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 16635 members 
Mstep: Class 3 contains 15278 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 154235 members 
Mstep: Class 6 contains 136432 members 
Mstep: Class 7 contains 16665 members 
Mstep: Class 8 contains 4135 members 
Mstep: Class 9 contains 38352 members 
Mstep: Class 10 contains 3965 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 9640 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 46490 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 77840 members 
Mstep: Class 19 contains 91295 members 
Mstep: Class 20 contains 39274 members 
Mstep: Class 21 contains 10606 members 
Mstep: Class 22 contains 92716 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 78592 members 
Mstep: Class 26 contains 12708 members 
Mstep: Class 27 contains 39760 members 
Entering Unmasked Estep 
Score: -102110640.000000 Penalty: 60205.453125
Splitting cluster 22 changes total score from -102105992.000000 to -102110640.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -385350.875000 Penalty: 1320.990967
	Iteration 0F: 2 clusters Score -385350.9 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 1685 members 
Entering Unmasked Estep 
Score: -382384.781250 Penalty: 2641.981934
	Iteration 0F: 3 clusters Score -382384.8 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -383112.906250 Penalty: 2641.981934
	Iteration 1F: 3 clusters Score -383112.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -383240.718750 Penalty: 2641.981934
	Iteration 2F: 3 clusters Score -383240.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -383325.250000 Penalty: 2641.981934
	Iteration 3Q: 3 clusters Score -383325.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -383379.062500 Penalty: 2641.981934
	Iteration 4Q: 3 clusters Score -383379.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -383416.437500 Penalty: 2641.981934
	Iteration 5Q: 3 clusters Score -383416.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -383450.437500 Penalty: 2641.981934
	Iteration 6Q: 3 clusters Score -383450.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -383479.187500 Penalty: 2641.981934
	Iteration 7Q: 3 clusters Score -383479.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -383509.312500 Penalty: 2641.981934
	Iteration 8Q: 3 clusters Score -383509.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -383544.593750 Penalty: 2641.981934
	Iteration 9Q: 3 clusters Score -383544.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -383567.187500 Penalty: 2641.981934
	Iteration 10Q: 3 clusters Score -383567.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -383591.000000 Penalty: 2641.981934
	Iteration 11Q: 3 clusters Score -383591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -383611.156250 Penalty: 2641.981934
	Iteration 12Q: 3 clusters Score -383611.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -383630.562500 Penalty: 2641.981934
	Iteration 13Q: 3 clusters Score -383630.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -383650.343750 Penalty: 2641.981934
	Iteration 14Q: 3 clusters Score -383650.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -383663.187500 Penalty: 2641.981934
	Iteration 15Q: 3 clusters Score -383663.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -383674.781250 Penalty: 2641.981934
	Iteration 16Q: 3 clusters Score -383674.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -383689.968750 Penalty: 2641.981934
	Iteration 17Q: 3 clusters Score -383690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -383706.343750 Penalty: 2641.981934
	Iteration 18Q: 3 clusters Score -383706.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -383729.468750 Penalty: 2641.981934
	Iteration 19Q: 3 clusters Score -383729.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -383755.281250 Penalty: 2641.981934
	Iteration 20F: 3 clusters Score -383755.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -383788.187500 Penalty: 2641.981934
	Iteration 21Q: 3 clusters Score -383788.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -383826.187500 Penalty: 2641.981934
	Iteration 22Q: 3 clusters Score -383826.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -383867.031250 Penalty: 2641.981934
	Iteration 23Q: 3 clusters Score -383867 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -383909.031250 Penalty: 2641.981934
	Iteration 24Q: 3 clusters Score -383909 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -383963.875000 Penalty: 2641.981934
	Iteration 25Q: 3 clusters Score -383963.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -384007.125000 Penalty: 2641.981934
	Iteration 26Q: 3 clusters Score -384007.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -384045.750000 Penalty: 2641.981934
	Iteration 27Q: 3 clusters Score -384045.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -384072.781250 Penalty: 2641.981934
	Iteration 28Q: 3 clusters Score -384072.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -384092.531250 Penalty: 2641.981934
	Iteration 29Q: 3 clusters Score -384092.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -384107.187500 Penalty: 2641.981934
	Iteration 30Q: 3 clusters Score -384107.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -384117.031250 Penalty: 2641.981934
	Iteration 31Q: 3 clusters Score -384117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -384130.343750 Penalty: 2641.981934
	Iteration 32Q: 3 clusters Score -384130.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -384140.187500 Penalty: 2641.981934
	Iteration 33Q: 3 clusters Score -384140.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -384145.875000 Penalty: 2641.981934
	Iteration 34Q: 3 clusters Score -384145.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -384160.343750 Penalty: 2641.981934
	Iteration 35Q: 3 clusters Score -384160.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -384171.312500 Penalty: 2641.981934
	Iteration 36Q: 3 clusters Score -384171.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -384182.968750 Penalty: 2641.981934
	Iteration 37Q: 3 clusters Score -384183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -384188.312500 Penalty: 2641.981934
	Iteration 38Q: 3 clusters Score -384188.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -384192.718750 Penalty: 2641.981934
	Iteration 39Q: 3 clusters Score -384192.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -384195.218750 Penalty: 2641.981934
	Iteration 40F: 3 clusters Score -384195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -384195.437500 Penalty: 2641.981934
	Iteration 41Q: 3 clusters Score -384195.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -384196.531250 Penalty: 2641.981934
	Iteration 42Q: 3 clusters Score -384196.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -384196.937500 Penalty: 2641.981934
	Iteration 43Q: 3 clusters Score -384196.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -384196.937500 Penalty: 2641.981934
	Iteration 44F: 3 clusters Score -384196.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -100865.679688 Penalty: 1117.392944
	Iteration 0F: 2 clusters Score -100865.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99449.929688 Penalty: 2234.785889
	Iteration 0F: 3 clusters Score -99449.93 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99701.093750 Penalty: 2234.785889
	Iteration 1F: 3 clusters Score -99701.09 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99771.554688 Penalty: 2234.785889
	Iteration 2F: 3 clusters Score -99771.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99819.039062 Penalty: 2234.785889
	Iteration 3Q: 3 clusters Score -99819.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -99848.234375 Penalty: 2234.785889
	Iteration 4Q: 3 clusters Score -99848.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -99870.585938 Penalty: 2234.785889
	Iteration 5Q: 3 clusters Score -99870.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -99885.242188 Penalty: 2234.785889
	Iteration 6Q: 3 clusters Score -99885.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -99891.820312 Penalty: 2234.785889
	Iteration 7Q: 3 clusters Score -99891.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -99893.609375 Penalty: 2234.785889
	Iteration 8Q: 3 clusters Score -99893.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -99894.703125 Penalty: 2234.785889
	Iteration 9Q: 3 clusters Score -99894.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -99894.703125 Penalty: 2234.785889
	Iteration 10F: 3 clusters Score -99894.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (78592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78592 members 
Entering Unmasked Estep 
Score: -9110373.000000 Penalty: 1831.704102
	Iteration 0F: 2 clusters Score -9110373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -9057951.000000 Penalty: 3663.408203
	Iteration 0F: 3 clusters Score -9057951 nChanged 37534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -9079714.000000 Penalty: 3663.408203
	Iteration 1F: 3 clusters Score -9079714 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -9080400.000000 Penalty: 3663.408203
	Iteration 2Q: 3 clusters Score -9080400 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -9081281.000000 Penalty: 3663.408203
	Iteration 3Q: 3 clusters Score -9081281 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -9082562.000000 Penalty: 3663.408203
	Iteration 4Q: 3 clusters Score -9082562 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -9084604.000000 Penalty: 3663.408203
	Iteration 5Q: 3 clusters Score -9084604 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -9088042.000000 Penalty: 3663.408203
	Iteration 6F: 3 clusters Score -9088042 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -9092954.000000 Penalty: 3663.408203
	Iteration 7F: 3 clusters Score -9092954 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -9098810.000000 Penalty: 3663.408203
	Iteration 8F: 3 clusters Score -9098810 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -9103646.000000 Penalty: 3663.408203
	Iteration 9F: 3 clusters Score -9103646 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -9106489.000000 Penalty: 3663.408203
	Iteration 10F: 3 clusters Score -9106489 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -9108078.000000 Penalty: 3663.408203
	Iteration 11Q: 3 clusters Score -9108078 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -9108870.000000 Penalty: 3663.408203
	Iteration 12Q: 3 clusters Score -9108870 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -9109277.000000 Penalty: 3663.408203
	Iteration 13Q: 3 clusters Score -9109277 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -9109437.000000 Penalty: 3663.408203
	Iteration 14Q: 3 clusters Score -9109437 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -9109542.000000 Penalty: 3663.408203
	Iteration 15Q: 3 clusters Score -9109542 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -9109597.000000 Penalty: 3663.408203
	Iteration 16Q: 3 clusters Score -9109597 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -9109629.000000 Penalty: 3663.408203
	Iteration 17Q: 3 clusters Score -9109629 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -9109661.000000 Penalty: 3663.408203
	Iteration 18Q: 3 clusters Score -9109661 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -9109669.000000 Penalty: 3663.408203
	Iteration 19Q: 3 clusters Score -9109669 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -9109659.000000 Penalty: 3663.408203
	Iteration 20F: 3 clusters Score -9109659 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -9109666.000000 Penalty: 3663.408203
	Iteration 21Q: 3 clusters Score -9109666 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -9109680.000000 Penalty: 3663.408203
	Iteration 22Q: 3 clusters Score -9109680 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -9109679.000000 Penalty: 3663.408203
	Iteration 23Q: 3 clusters Score -9109679 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -9109659.000000 Penalty: 3663.408203
	Iteration 24Q: 3 clusters Score -9109659 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -9109686.000000 Penalty: 3663.408203
	Iteration 25Q: 3 clusters Score -9109686 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -9109687.000000 Penalty: 3663.408203
	Iteration 26Q: 3 clusters Score -9109687 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -9109711.000000 Penalty: 3663.408203
	Iteration 27Q: 3 clusters Score -9109711 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -9109694.000000 Penalty: 3663.408203
	Iteration 28Q: 3 clusters Score -9109694 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -9109694.000000 Penalty: 3663.408203
	Iteration 29Q: 3 clusters Score -9109694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -9109683.000000 Penalty: 3663.408203
	Iteration 30Q: 3 clusters Score -9109683 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -9109696.000000 Penalty: 3663.408203
	Iteration 31Q: 3 clusters Score -9109696 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -9109707.000000 Penalty: 3663.408203
	Iteration 32Q: 3 clusters Score -9109707 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -9109716.000000 Penalty: 3663.408203
	Iteration 33Q: 3 clusters Score -9109716 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -9109734.000000 Penalty: 3663.408203
	Iteration 34Q: 3 clusters Score -9109734 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -9109751.000000 Penalty: 3663.408203
	Iteration 35Q: 3 clusters Score -9109751 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -9109744.000000 Penalty: 3663.408203
	Iteration 36Q: 3 clusters Score -9109744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -9109739.000000 Penalty: 3663.408203
	Iteration 37Q: 3 clusters Score -9109739 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -9109731.000000 Penalty: 3663.408203
	Iteration 38Q: 3 clusters Score -9109731 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -9109741.000000 Penalty: 3663.408203
	Iteration 39Q: 3 clusters Score -9109741 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -9109742.000000 Penalty: 3663.408203
	Iteration 40F: 3 clusters Score -9109742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -9109747.000000 Penalty: 3663.408203
	Iteration 41Q: 3 clusters Score -9109747 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -9109756.000000 Penalty: 3663.408203
	Iteration 42Q: 3 clusters Score -9109756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -9109762.000000 Penalty: 3663.408203
	Iteration 43Q: 3 clusters Score -9109762 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -9109773.000000 Penalty: 3663.408203
	Iteration 44Q: 3 clusters Score -9109773 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -9109774.000000 Penalty: 3663.408203
	Iteration 45Q: 3 clusters Score -9109774 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -9109785.000000 Penalty: 3663.408203
	Iteration 46Q: 3 clusters Score -9109785 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -9109798.000000 Penalty: 3663.408203
	Iteration 47Q: 3 clusters Score -9109798 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -9109792.000000 Penalty: 3663.408203
	Iteration 48Q: 3 clusters Score -9109792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -9109781.000000 Penalty: 3663.408203
	Iteration 49Q: 3 clusters Score -9109781 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -9109778.000000 Penalty: 3663.408203
	Iteration 50Q: 3 clusters Score -9109778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -9109786.000000 Penalty: 3663.408203
	Iteration 51Q: 3 clusters Score -9109786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -9109778.000000 Penalty: 3663.408203
	Iteration 52Q: 3 clusters Score -9109778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -9109775.000000 Penalty: 3663.408203
	Iteration 53Q: 3 clusters Score -9109775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -9109788.000000 Penalty: 3663.408203
	Iteration 54Q: 3 clusters Score -9109788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -9109789.000000 Penalty: 3663.408203
	Iteration 55Q: 3 clusters Score -9109789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -9109801.000000 Penalty: 3663.408203
	Iteration 56Q: 3 clusters Score -9109801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -9109791.000000 Penalty: 3663.408203
	Iteration 57Q: 3 clusters Score -9109791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -9109782.000000 Penalty: 3663.408203
	Iteration 58Q: 3 clusters Score -9109782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -9109791.000000 Penalty: 3663.408203
	Iteration 59Q: 3 clusters Score -9109791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -9109809.000000 Penalty: 3663.408203
	Iteration 60F: 3 clusters Score -9109809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -9109812.000000 Penalty: 3663.408203
	Iteration 61Q: 3 clusters Score -9109812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -9109803.000000 Penalty: 3663.408203
	Iteration 62Q: 3 clusters Score -9109803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -9109802.000000 Penalty: 3663.408203
	Iteration 63Q: 3 clusters Score -9109802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -9109824.000000 Penalty: 3663.408203
	Iteration 64Q: 3 clusters Score -9109824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -9109819.000000 Penalty: 3663.408203
	Iteration 65Q: 3 clusters Score -9109819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -9109816.000000 Penalty: 3663.408203
	Iteration 66Q: 3 clusters Score -9109816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -9109808.000000 Penalty: 3663.408203
	Iteration 67Q: 3 clusters Score -9109808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -9109812.000000 Penalty: 3663.408203
	Iteration 68Q: 3 clusters Score -9109812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -9109813.000000 Penalty: 3663.408203
	Iteration 69Q: 3 clusters Score -9109813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -9109806.000000 Penalty: 3663.408203
	Iteration 70Q: 3 clusters Score -9109806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -9109808.000000 Penalty: 3663.408203
	Iteration 71Q: 3 clusters Score -9109808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -9109808.000000 Penalty: 3663.408203
	Iteration 72Q: 3 clusters Score -9109808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -9109813.000000 Penalty: 3663.408203
	Iteration 73Q: 3 clusters Score -9109813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -9109812.000000 Penalty: 3663.408203
	Iteration 74Q: 3 clusters Score -9109812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -9109810.000000 Penalty: 3663.408203
	Iteration 75Q: 3 clusters Score -9109810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -9109820.000000 Penalty: 3663.408203
	Iteration 76Q: 3 clusters Score -9109820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -9109811.000000 Penalty: 3663.408203
	Iteration 77Q: 3 clusters Score -9109811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -9109794.000000 Penalty: 3663.408203
	Iteration 78Q: 3 clusters Score -9109794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -9109812.000000 Penalty: 3663.408203
	Iteration 79Q: 3 clusters Score -9109812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -9109805.000000 Penalty: 3663.408203
	Iteration 80F: 3 clusters Score -9109805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -9109800.000000 Penalty: 3663.408203
	Iteration 81Q: 3 clusters Score -9109800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -9109804.000000 Penalty: 3663.408203
	Iteration 82Q: 3 clusters Score -9109804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -9109817.000000 Penalty: 3663.408203
	Iteration 83Q: 3 clusters Score -9109817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -9109813.000000 Penalty: 3663.408203
	Iteration 84Q: 3 clusters Score -9109813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -9109803.000000 Penalty: 3663.408203
	Iteration 85Q: 3 clusters Score -9109803 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -9109808.000000 Penalty: 3663.408203
	Iteration 86Q: 3 clusters Score -9109808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -9109818.000000 Penalty: 3663.408203
	Iteration 87Q: 3 clusters Score -9109818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -9109820.000000 Penalty: 3663.408203
	Iteration 88Q: 3 clusters Score -9109820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -9109810.000000 Penalty: 3663.408203
	Iteration 89Q: 3 clusters Score -9109810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -9109807.000000 Penalty: 3663.408203
	Iteration 90Q: 3 clusters Score -9109807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -9109810.000000 Penalty: 3663.408203
	Iteration 91Q: 3 clusters Score -9109810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -9109807.000000 Penalty: 3663.408203
	Iteration 92Q: 3 clusters Score -9109807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -9109809.000000 Penalty: 3663.408203
	Iteration 93Q: 3 clusters Score -9109809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -9109813.000000 Penalty: 3663.408203
	Iteration 94Q: 3 clusters Score -9109813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -9109813.000000 Penalty: 3663.408203
	Iteration 95Q: 3 clusters Score -9109813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -9109802.000000 Penalty: 3663.408203
	Iteration 96Q: 3 clusters Score -9109802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -9109805.000000 Penalty: 3663.408203
	Iteration 97Q: 3 clusters Score -9109805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -9109807.000000 Penalty: 3663.408203
	Iteration 98Q: 3 clusters Score -9109807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -9109802.000000 Penalty: 3663.408203
	Iteration 99Q: 3 clusters Score -9109802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -9109808.000000 Penalty: 3663.408203
	Iteration 100F: 3 clusters Score -9109808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -9109801.000000 Penalty: 3663.408203
	Iteration 101Q: 3 clusters Score -9109801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -9109816.000000 Penalty: 3663.408203
	Iteration 102Q: 3 clusters Score -9109816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -9109802.000000 Penalty: 3663.408203
	Iteration 103Q: 3 clusters Score -9109802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -9109804.000000 Penalty: 3663.408203
	Iteration 104Q: 3 clusters Score -9109804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -9109807.000000 Penalty: 3663.408203
	Iteration 105Q: 3 clusters Score -9109807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -9109806.000000 Penalty: 3663.408203
	Iteration 106Q: 3 clusters Score -9109806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -9109805.000000 Penalty: 3663.408203
	Iteration 107Q: 3 clusters Score -9109805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -9109803.000000 Penalty: 3663.408203
	Iteration 108Q: 3 clusters Score -9109803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -9109802.000000 Penalty: 3663.408203
	Iteration 109Q: 3 clusters Score -9109802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -9109798.000000 Penalty: 3663.408203
	Iteration 110Q: 3 clusters Score -9109798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -9109800.000000 Penalty: 3663.408203
	Iteration 111Q: 3 clusters Score -9109800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -9109804.000000 Penalty: 3663.408203
	Iteration 112Q: 3 clusters Score -9109804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -9109809.000000 Penalty: 3663.408203
	Iteration 113Q: 3 clusters Score -9109809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -9109818.000000 Penalty: 3663.408203
	Iteration 114Q: 3 clusters Score -9109818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -9109829.000000 Penalty: 3663.408203
	Iteration 115Q: 3 clusters Score -9109829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -9109822.000000 Penalty: 3663.408203
	Iteration 116Q: 3 clusters Score -9109822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -9109809.000000 Penalty: 3663.408203
	Iteration 117Q: 3 clusters Score -9109809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -9109808.000000 Penalty: 3663.408203
	Iteration 118Q: 3 clusters Score -9109808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -9109803.000000 Penalty: 3663.408203
	Iteration 119Q: 3 clusters Score -9109803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -9109811.000000 Penalty: 3663.408203
	Iteration 120F: 3 clusters Score -9109811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -9109809.000000 Penalty: 3663.408203
	Iteration 121Q: 3 clusters Score -9109809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -9109810.000000 Penalty: 3663.408203
	Iteration 122Q: 3 clusters Score -9109810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -9109809.000000 Penalty: 3663.408203
	Iteration 123Q: 3 clusters Score -9109809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -9109804.000000 Penalty: 3663.408203
	Iteration 124Q: 3 clusters Score -9109804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -9109805.000000 Penalty: 3663.408203
	Iteration 125Q: 3 clusters Score -9109805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -9109806.000000 Penalty: 3663.408203
	Iteration 126Q: 3 clusters Score -9109806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -9109814.000000 Penalty: 3663.408203
	Iteration 127Q: 3 clusters Score -9109814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -9109813.000000 Penalty: 3663.408203
	Iteration 128Q: 3 clusters Score -9109813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -9109814.000000 Penalty: 3663.408203
	Iteration 129Q: 3 clusters Score -9109814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -9109807.000000 Penalty: 3663.408203
	Iteration 130Q: 3 clusters Score -9109807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9109806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -9109806.000000 Penalty: 3663.408203
	Iteration 132F: 3 clusters Score -9109806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12708 members 
Entering Unmasked Estep 
Score: -1483710.125000 Penalty: 1535.622925
	Iteration 0F: 2 clusters Score -1483710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1474775.250000 Penalty: 3071.245850
	Iteration 0F: 3 clusters Score -1474775 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1477837.125000 Penalty: 3071.245850
	Iteration 1F: 3 clusters Score -1477837 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1478231.375000 Penalty: 3071.245850
	Iteration 2F: 3 clusters Score -1478231 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1478626.500000 Penalty: 3071.245850
	Iteration 3F: 3 clusters Score -1478626 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1479079.625000 Penalty: 3071.245850
	Iteration 4F: 3 clusters Score -1479080 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1479614.750000 Penalty: 3071.245850
	Iteration 5F: 3 clusters Score -1479615 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1480206.250000 Penalty: 3071.245850
	Iteration 6F: 3 clusters Score -1480206 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1480801.875000 Penalty: 3071.245850
	Iteration 7F: 3 clusters Score -1480802 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1481308.000000 Penalty: 3071.245850
	Iteration 8Q: 3 clusters Score -1481308 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1481683.125000 Penalty: 3071.245850
	Iteration 9Q: 3 clusters Score -1481683 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1481946.375000 Penalty: 3071.245850
	Iteration 10Q: 3 clusters Score -1481946 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1482097.000000 Penalty: 3071.245850
	Iteration 11Q: 3 clusters Score -1482097 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1482198.250000 Penalty: 3071.245850
	Iteration 12Q: 3 clusters Score -1482198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1482258.625000 Penalty: 3071.245850
	Iteration 13Q: 3 clusters Score -1482259 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1482297.750000 Penalty: 3071.245850
	Iteration 14Q: 3 clusters Score -1482298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1482325.125000 Penalty: 3071.245850
	Iteration 15Q: 3 clusters Score -1482325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1482351.000000 Penalty: 3071.245850
	Iteration 16Q: 3 clusters Score -1482351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1482364.125000 Penalty: 3071.245850
	Iteration 17Q: 3 clusters Score -1482364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1482382.500000 Penalty: 3071.245850
	Iteration 18Q: 3 clusters Score -1482382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1482389.500000 Penalty: 3071.245850
	Iteration 19Q: 3 clusters Score -1482390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1482393.000000 Penalty: 3071.245850
	Iteration 20F: 3 clusters Score -1482393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1482394.375000 Penalty: 3071.245850
	Iteration 21Q: 3 clusters Score -1482394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1482398.750000 Penalty: 3071.245850
	Iteration 22Q: 3 clusters Score -1482399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1482400.500000 Penalty: 3071.245850
	Iteration 23Q: 3 clusters Score -1482400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1482405.875000 Penalty: 3071.245850
	Iteration 24Q: 3 clusters Score -1482406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1482407.250000 Penalty: 3071.245850
	Iteration 25Q: 3 clusters Score -1482407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1482406.750000 Penalty: 3071.245850
	Iteration 26Q: 3 clusters Score -1482407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1482408.125000 Penalty: 3071.245850
	Iteration 27Q: 3 clusters Score -1482408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1482408.000000 Penalty: 3071.245850
	Iteration 28Q: 3 clusters Score -1482408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1482407.125000 Penalty: 3071.245850
	Iteration 29Q: 3 clusters Score -1482407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1482407.125000 Penalty: 3071.245850
	Iteration 30F: 3 clusters Score -1482407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 16635 members 
Mstep: Class 3 contains 15278 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 154235 members 
Mstep: Class 6 contains 136432 members 
Mstep: Class 7 contains 16665 members 
Mstep: Class 8 contains 4135 members 
Mstep: Class 10 contains 3965 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 9640 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 46490 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 77840 members 
Mstep: Class 19 contains 91295 members 
Mstep: Class 20 contains 39274 members 
Mstep: Class 21 contains 10606 members 
Mstep: Class 22 contains 92716 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 78592 members 
Mstep: Class 26 contains 12708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111584.000000 Penalty: 60205.453125
Iteration 159Q: 28 clusters Score -1.021116e+08 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 16636 members 
Mstep: Class 3 contains 15441 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 154100 members 
Mstep: Class 6 contains 136595 members 
Mstep: Class 7 contains 16652 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 37651 members 
Mstep: Class 10 contains 3964 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 9643 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 46479 members 
Mstep: Class 15 contains 3752 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 78057 members 
Mstep: Class 19 contains 91637 members 
Mstep: Class 20 contains 39268 members 
Mstep: Class 21 contains 10658 members 
Mstep: Class 22 contains 93291 members 
Mstep: Class 23 contains 3393 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 78304 members 
Mstep: Class 26 contains 12955 members 
Mstep: Class 27 contains 39096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112776.000000 Penalty: 60205.453125
Iteration 160F: 28 clusters Score -1.021128e+08 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 16619 members 
Mstep: Class 3 contains 15303 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 153927 members 
Mstep: Class 6 contains 136780 members 
Mstep: Class 7 contains 16646 members 
Mstep: Class 8 contains 4169 members 
Mstep: Class 9 contains 37922 members 
Mstep: Class 10 contains 3963 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 9650 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 46478 members 
Mstep: Class 15 contains 3731 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 78210 members 
Mstep: Class 19 contains 91596 members 
Mstep: Class 20 contains 39258 members 
Mstep: Class 21 contains 10692 members 
Mstep: Class 22 contains 93232 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 78022 members 
Mstep: Class 26 contains 12916 members 
Mstep: Class 27 contains 39225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112920.000000 Penalty: 60205.453125
Iteration 161Q: 28 clusters Score -1.021129e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 16602 members 
Mstep: Class 3 contains 15218 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 153755 members 
Mstep: Class 6 contains 136949 members 
Mstep: Class 7 contains 16638 members 
Mstep: Class 8 contains 4179 members 
Mstep: Class 9 contains 38116 members 
Mstep: Class 10 contains 3962 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 9664 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 46479 members 
Mstep: Class 15 contains 3727 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 78461 members 
Mstep: Class 19 contains 91535 members 
Mstep: Class 20 contains 39256 members 
Mstep: Class 21 contains 10717 members 
Mstep: Class 22 contains 93232 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 77708 members 
Mstep: Class 26 contains 12926 members 
Mstep: Class 27 contains 39223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112872.000000 Penalty: 60205.453125
Iteration 162Q: 28 clusters Score -1.021129e+08 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 16589 members 
Mstep: Class 3 contains 15175 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 153590 members 
Mstep: Class 6 contains 137102 members 
Mstep: Class 7 contains 16627 members 
Mstep: Class 8 contains 4183 members 
Mstep: Class 9 contains 38299 members 
Mstep: Class 10 contains 3961 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 9675 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 46487 members 
Mstep: Class 15 contains 3723 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 78733 members 
Mstep: Class 19 contains 91471 members 
Mstep: Class 20 contains 39260 members 
Mstep: Class 21 contains 10734 members 
Mstep: Class 22 contains 93251 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 77354 members 
Mstep: Class 26 contains 12936 members 
Mstep: Class 27 contains 39194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113064.000000 Penalty: 60205.453125
Iteration 163Q: 28 clusters Score -1.021131e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 16577 members 
Mstep: Class 3 contains 15136 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 153431 members 
Mstep: Class 6 contains 137268 members 
Mstep: Class 7 contains 16621 members 
Mstep: Class 8 contains 4186 members 
Mstep: Class 9 contains 38499 members 
Mstep: Class 10 contains 3960 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 9678 members 
Mstep: Class 13 contains 2839 members 
Mstep: Class 14 contains 46488 members 
Mstep: Class 15 contains 3721 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 79000 members 
Mstep: Class 19 contains 91419 members 
Mstep: Class 20 contains 39260 members 
Mstep: Class 21 contains 10741 members 
Mstep: Class 22 contains 93250 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 77024 members 
Mstep: Class 26 contains 12977 members 
Mstep: Class 27 contains 39105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113424.000000 Penalty: 60205.453125
Iteration 164Q: 28 clusters Score -1.021134e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 16561 members 
Mstep: Class 3 contains 15120 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 153254 members 
Mstep: Class 6 contains 137450 members 
Mstep: Class 7 contains 16615 members 
Mstep: Class 8 contains 4187 members 
Mstep: Class 9 contains 38646 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 9690 members 
Mstep: Class 13 contains 2839 members 
Mstep: Class 14 contains 46485 members 
Mstep: Class 15 contains 3725 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 79263 members 
Mstep: Class 19 contains 91393 members 
Mstep: Class 20 contains 39268 members 
Mstep: Class 21 contains 10747 members 
Mstep: Class 22 contains 93235 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 76742 members 
Mstep: Class 26 contains 13027 members 
Mstep: Class 27 contains 38979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113616.000000 Penalty: 60205.453125
Iteration 165Q: 28 clusters Score -1.021136e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 16546 members 
Mstep: Class 3 contains 15112 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 153043 members 
Mstep: Class 6 contains 137654 members 
Mstep: Class 7 contains 16608 members 
Mstep: Class 8 contains 4187 members 
Mstep: Class 9 contains 38755 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 9704 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 46486 members 
Mstep: Class 15 contains 3727 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 79483 members 
Mstep: Class 19 contains 91375 members 
Mstep: Class 20 contains 39280 members 
Mstep: Class 21 contains 10759 members 
Mstep: Class 22 contains 93251 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 76493 members 
Mstep: Class 26 contains 13083 members 
Mstep: Class 27 contains 38850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113792.000000 Penalty: 60205.453125
Iteration 166Q: 28 clusters Score -1.021138e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 16545 members 
Mstep: Class 3 contains 15096 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 152853 members 
Mstep: Class 6 contains 137866 members 
Mstep: Class 7 contains 16595 members 
Mstep: Class 8 contains 4189 members 
Mstep: Class 9 contains 38911 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 9715 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 46481 members 
Mstep: Class 15 contains 3724 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 79688 members 
Mstep: Class 19 contains 91343 members 
Mstep: Class 20 contains 39278 members 
Mstep: Class 21 contains 10760 members 
Mstep: Class 22 contains 93272 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 76250 members 
Mstep: Class 26 contains 13134 members 
Mstep: Class 27 contains 38702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102114024.000000 Penalty: 60205.453125
Iteration 167Q: 28 clusters Score -1.02114e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 16529 members 
Mstep: Class 3 contains 15081 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 152664 members 
Mstep: Class 6 contains 138082 members 
Mstep: Class 7 contains 16581 members 
Mstep: Class 8 contains 4192 members 
Mstep: Class 9 contains 39044 members 
Mstep: Class 10 contains 3951 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 9732 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 46476 members 
Mstep: Class 15 contains 3719 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 79913 members 
Mstep: Class 19 contains 91337 members 
Mstep: Class 20 contains 39273 members 
Mstep: Class 21 contains 10750 members 
Mstep: Class 22 contains 93280 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 76030 members 
Mstep: Class 26 contains 13182 members 
Mstep: Class 27 contains 38545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102114176.000000 Penalty: 60205.453125
Iteration 168Q: 28 clusters Score -1.021142e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 16523 members 
Mstep: Class 3 contains 15062 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 152443 members 
Mstep: Class 6 contains 138356 members 
Mstep: Class 7 contains 16557 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 39181 members 
Mstep: Class 10 contains 3944 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 9737 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 46471 members 
Mstep: Class 15 contains 3716 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 80109 members 
Mstep: Class 19 contains 91316 members 
Mstep: Class 20 contains 39269 members 
Mstep: Class 21 contains 10746 members 
Mstep: Class 22 contains 93292 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 75816 members 
Mstep: Class 26 contains 13224 members 
Mstep: Class 27 contains 38415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102114104.000000 Penalty: 60205.453125
Iteration 169Q: 28 clusters Score -1.021141e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 16514 members 
Mstep: Class 3 contains 15052 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 152171 members 
Mstep: Class 6 contains 138659 members 
Mstep: Class 7 contains 16526 members 
Mstep: Class 8 contains 4202 members 
Mstep: Class 9 contains 39257 members 
Mstep: Class 10 contains 3941 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 9759 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 46459 members 
Mstep: Class 15 contains 3715 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 80331 members 
Mstep: Class 19 contains 91303 members 
Mstep: Class 20 contains 39273 members 
Mstep: Class 21 contains 10745 members 
Mstep: Class 22 contains 93343 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 75607 members 
Mstep: Class 26 contains 13246 members 
Mstep: Class 27 contains 38279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113984.000000 Penalty: 60205.453125
Iteration 170Q: 28 clusters Score -1.02114e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 16497 members 
Mstep: Class 3 contains 15046 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 151941 members 
Mstep: Class 6 contains 138929 members 
Mstep: Class 7 contains 16502 members 
Mstep: Class 8 contains 4210 members 
Mstep: Class 9 contains 39340 members 
Mstep: Class 10 contains 3938 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 9785 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 46450 members 
Mstep: Class 15 contains 3712 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 80550 members 
Mstep: Class 19 contains 91271 members 
Mstep: Class 20 contains 39268 members 
Mstep: Class 21 contains 10745 members 
Mstep: Class 22 contains 93377 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 75408 members 
Mstep: Class 26 contains 13275 members 
Mstep: Class 27 contains 38134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102114128.000000 Penalty: 60205.453125
Iteration 171Q: 28 clusters Score -1.021141e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 16487 members 
Mstep: Class 3 contains 15036 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 151677 members 
Mstep: Class 6 contains 139229 members 
Mstep: Class 7 contains 16476 members 
Mstep: Class 8 contains 4212 members 
Mstep: Class 9 contains 39429 members 
Mstep: Class 10 contains 3934 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 9810 members 
Mstep: Class 13 contains 2839 members 
Mstep: Class 14 contains 46453 members 
Mstep: Class 15 contains 3708 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 80784 members 
Mstep: Class 19 contains 91246 members 
Mstep: Class 20 contains 39261 members 
Mstep: Class 21 contains 10744 members 
Mstep: Class 22 contains 93386 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 75192 members 
Mstep: Class 26 contains 13316 members 
Mstep: Class 27 contains 38004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102114040.000000 Penalty: 60205.453125
Iteration 172Q: 28 clusters Score -1.02114e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 16464 members 
Mstep: Class 3 contains 15034 members 
Mstep: Class 4 contains 481 members 
Mstep: Class 5 contains 151410 members 
Mstep: Class 6 contains 139543 members 
Mstep: Class 7 contains 16454 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 39500 members 
Mstep: Class 10 contains 3934 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 9833 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 14 contains 46457 members 
Mstep: Class 15 contains 3707 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 80976 members 
Mstep: Class 19 contains 91213 members 
Mstep: Class 20 contains 39260 members 
Mstep: Class 21 contains 10742 members 
Mstep: Class 22 contains 93423 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 75018 members 
Mstep: Class 26 contains 13355 members 
Mstep: Class 27 contains 37850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102114152.000000 Penalty: 60205.453125
Iteration 173Q: 28 clusters Score -1.021142e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 16442 members 
Mstep: Class 3 contains 15027 members 
Mstep: Class 4 contains 481 members 
Mstep: Class 5 contains 151127 members 
Mstep: Class 6 contains 139921 members 
Mstep: Class 7 contains 16421 members 
Mstep: Class 8 contains 4218 members 
Mstep: Class 9 contains 39540 members 
Mstep: Class 10 contains 3931 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 9849 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 46447 members 
Mstep: Class 15 contains 3708 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 81136 members 
Mstep: Class 19 contains 91176 members 
Mstep: Class 20 contains 39251 members 
Mstep: Class 21 contains 10741 members 
Mstep: Class 22 contains 93474 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 74877 members 
Mstep: Class 26 contains 13382 members 
Mstep: Class 27 contains 37730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102114416.000000 Penalty: 60205.453125
Iteration 174Q: 28 clusters Score -1.021144e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 16412 members 
Mstep: Class 3 contains 15021 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 150814 members 
Mstep: Class 6 contains 140308 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 4223 members 
Mstep: Class 9 contains 39594 members 
Mstep: Class 10 contains 3924 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 9859 members 
Mstep: Class 13 contains 2863 members 
Mstep: Class 14 contains 46434 members 
Mstep: Class 15 contains 3707 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 81301 members 
Mstep: Class 19 contains 91170 members 
Mstep: Class 20 contains 39245 members 
Mstep: Class 21 contains 10736 members 
Mstep: Class 22 contains 93535 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 74715 members 
Mstep: Class 26 contains 13400 members 
Mstep: Class 27 contains 37614 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 28 clusters Score -1.021142e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 16379 members 
Mstep: Class 3 contains 15014 members 
Mstep: Class 4 contains 481 members 
Mstep: Class 5 contains 150425 members 
Mstep: Class 6 contains 140779 members 
Mstep: Class 7 contains 16362 members 
Mstep: Class 8 contains 4227 members 
Mstep: Class 9 contains 39668 members 
Mstep: Class 10 contains 3917 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 9878 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 14 contains 46429 members 
Mstep: Class 15 contains 3707 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 81458 members 
Mstep: Class 19 contains 91144 members 
Mstep: Class 20 contains 39240 members 
Mstep: Class 21 contains 10736 members 
Mstep: Class 22 contains 93605 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 74541 members 
Mstep: Class 26 contains 13408 members 
Mstep: Class 27 contains 37499 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 28 clusters Score -1.021143e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 16356 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 481 members 
Mstep: Class 5 contains 150055 members 
Mstep: Class 6 contains 141255 members 
Mstep: Class 7 contains 16334 members 
Mstep: Class 8 contains 4232 members 
Mstep: Class 9 contains 39713 members 
Mstep: Class 10 contains 3911 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 9897 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 14 contains 46420 members 
Mstep: Class 15 contains 3708 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 81603 members 
Mstep: Class 19 contains 91107 members 
Mstep: Class 20 contains 39222 members 
Mstep: Class 21 contains 10730 members 
Mstep: Class 22 contains 93651 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 74417 members 
Mstep: Class 26 contains 13416 members 
Mstep: Class 27 contains 37402 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 28 clusters Score -1.021141e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 16327 members 
Mstep: Class 3 contains 15006 members 
Mstep: Class 4 contains 481 members 
Mstep: Class 5 contains 149631 members 
Mstep: Class 6 contains 141790 members 
Mstep: Class 7 contains 16288 members 
Mstep: Class 8 contains 4234 members 
Mstep: Class 9 contains 39782 members 
Mstep: Class 10 contains 3906 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 9934 members 
Mstep: Class 13 contains 2880 members 
Mstep: Class 14 contains 46423 members 
Mstep: Class 15 contains 3708 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 81685 members 
Mstep: Class 19 contains 91058 members 
Mstep: Class 20 contains 39211 members 
Mstep: Class 21 contains 10728 members 
Mstep: Class 22 contains 93705 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 74311 members 
Mstep: Class 26 contains 13427 members 
Mstep: Class 27 contains 37309 members 
Entering Unmasked Estep 
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Iteration 178Q: 28 clusters Score -1.021137e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 16299 members 
Mstep: Class 3 contains 14999 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 149199 members 
Mstep: Class 6 contains 142321 members 
Mstep: Class 7 contains 16243 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 39837 members 
Mstep: Class 10 contains 3898 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 9965 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 46435 members 
Mstep: Class 15 contains 3707 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 81769 members 
Mstep: Class 19 contains 91016 members 
Mstep: Class 20 contains 39203 members 
Mstep: Class 21 contains 10726 members 
Mstep: Class 22 contains 93747 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 74218 members 
Mstep: Class 26 contains 13428 members 
Mstep: Class 27 contains 37240 members 
Entering Unmasked Estep 
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Iteration 179Q: 28 clusters Score -1.021135e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 16260 members 
Mstep: Class 3 contains 14997 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 148789 members 
Mstep: Class 6 contains 142840 members 
Mstep: Class 7 contains 16203 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 39869 members 
Mstep: Class 10 contains 3892 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 10007 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 46436 members 
Mstep: Class 15 contains 3709 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 81871 members 
Mstep: Class 19 contains 90954 members 
Mstep: Class 20 contains 39195 members 
Mstep: Class 21 contains 10719 members 
Mstep: Class 22 contains 93778 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 74143 members 
Mstep: Class 26 contains 13434 members 
Mstep: Class 27 contains 37165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113032.000000 Penalty: 60205.453125
Iteration 180F: 28 clusters Score -1.02113e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 16215 members 
Mstep: Class 3 contains 14988 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 148343 members 
Mstep: Class 6 contains 143338 members 
Mstep: Class 7 contains 16169 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 39873 members 
Mstep: Class 10 contains 3881 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 10056 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 14 contains 46453 members 
Mstep: Class 15 contains 3709 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 81978 members 
Mstep: Class 19 contains 90937 members 
Mstep: Class 20 contains 39185 members 
Mstep: Class 21 contains 10718 members 
Mstep: Class 22 contains 93845 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 74065 members 
Mstep: Class 26 contains 13440 members 
Mstep: Class 27 contains 37075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112568.000000 Penalty: 60205.453125
Iteration 181Q: 28 clusters Score -1.021126e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 16175 members 
Mstep: Class 3 contains 14982 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 147767 members 
Mstep: Class 6 contains 143973 members 
Mstep: Class 7 contains 16130 members 
Mstep: Class 8 contains 4244 members 
Mstep: Class 9 contains 39898 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 10109 members 
Mstep: Class 13 contains 2905 members 
Mstep: Class 14 contains 46469 members 
Mstep: Class 15 contains 3709 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 82079 members 
Mstep: Class 19 contains 90914 members 
Mstep: Class 20 contains 39166 members 
Mstep: Class 21 contains 10720 members 
Mstep: Class 22 contains 93896 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 73979 members 
Mstep: Class 26 contains 13434 members 
Mstep: Class 27 contains 36996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112424.000000 Penalty: 60205.453125
Iteration 182Q: 28 clusters Score -1.021124e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 16121 members 
Mstep: Class 3 contains 14978 members 
Mstep: Class 4 contains 484 members 
Mstep: Class 5 contains 147186 members 
Mstep: Class 6 contains 144652 members 
Mstep: Class 7 contains 16098 members 
Mstep: Class 8 contains 4249 members 
Mstep: Class 9 contains 39927 members 
Mstep: Class 10 contains 3858 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 10173 members 
Mstep: Class 13 contains 2915 members 
Mstep: Class 14 contains 46479 members 
Mstep: Class 15 contains 3708 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 82171 members 
Mstep: Class 19 contains 90880 members 
Mstep: Class 20 contains 39124 members 
Mstep: Class 21 contains 10718 members 
Mstep: Class 22 contains 93932 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 73908 members 
Mstep: Class 26 contains 13432 members 
Mstep: Class 27 contains 36924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112200.000000 Penalty: 60205.453125
Iteration 183Q: 28 clusters Score -1.021122e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 16061 members 
Mstep: Class 3 contains 14976 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 146621 members 
Mstep: Class 6 contains 145305 members 
Mstep: Class 7 contains 16054 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 39946 members 
Mstep: Class 10 contains 3853 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 10224 members 
Mstep: Class 13 contains 2933 members 
Mstep: Class 14 contains 46489 members 
Mstep: Class 15 contains 3708 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 82275 members 
Mstep: Class 19 contains 90831 members 
Mstep: Class 20 contains 39092 members 
Mstep: Class 21 contains 10719 members 
Mstep: Class 22 contains 93948 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 73835 members 
Mstep: Class 26 contains 13446 members 
Mstep: Class 27 contains 36857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112072.000000 Penalty: 60205.453125
Iteration 184Q: 28 clusters Score -1.021121e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 16007 members 
Mstep: Class 3 contains 14976 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 146078 members 
Mstep: Class 6 contains 145960 members 
Mstep: Class 7 contains 16011 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 39961 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 10269 members 
Mstep: Class 13 contains 2951 members 
Mstep: Class 14 contains 46495 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 82334 members 
Mstep: Class 19 contains 90765 members 
Mstep: Class 20 contains 39064 members 
Mstep: Class 21 contains 10720 members 
Mstep: Class 22 contains 94002 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 73778 members 
Mstep: Class 26 contains 13458 members 
Mstep: Class 27 contains 36781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111680.000000 Penalty: 60205.453125
Iteration 185Q: 28 clusters Score -1.021117e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 15949 members 
Mstep: Class 3 contains 14978 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 145526 members 
Mstep: Class 6 contains 146666 members 
Mstep: Class 7 contains 15970 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 39960 members 
Mstep: Class 10 contains 3848 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 10305 members 
Mstep: Class 13 contains 2965 members 
Mstep: Class 14 contains 46498 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 82381 members 
Mstep: Class 19 contains 90666 members 
Mstep: Class 20 contains 39046 members 
Mstep: Class 21 contains 10725 members 
Mstep: Class 22 contains 94067 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 73727 members 
Mstep: Class 26 contains 13469 members 
Mstep: Class 27 contains 36713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111808.000000 Penalty: 60205.453125
Iteration 186Q: 28 clusters Score -1.021118e+08 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 15895 members 
Mstep: Class 3 contains 14974 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 144916 members 
Mstep: Class 6 contains 147429 members 
Mstep: Class 7 contains 15924 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 39990 members 
Mstep: Class 10 contains 3845 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 10328 members 
Mstep: Class 13 contains 2978 members 
Mstep: Class 14 contains 46487 members 
Mstep: Class 15 contains 3715 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 82430 members 
Mstep: Class 19 contains 90588 members 
Mstep: Class 20 contains 39033 members 
Mstep: Class 21 contains 10727 members 
Mstep: Class 22 contains 94115 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 73682 members 
Mstep: Class 26 contains 13475 members 
Mstep: Class 27 contains 36637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111912.000000 Penalty: 60205.453125
Iteration 187Q: 28 clusters Score -1.021119e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 15831 members 
Mstep: Class 3 contains 14981 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 144291 members 
Mstep: Class 6 contains 148195 members 
Mstep: Class 7 contains 15879 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 40035 members 
Mstep: Class 10 contains 3842 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 10352 members 
Mstep: Class 13 contains 2997 members 
Mstep: Class 14 contains 46492 members 
Mstep: Class 15 contains 3717 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 82456 members 
Mstep: Class 19 contains 90501 members 
Mstep: Class 20 contains 39026 members 
Mstep: Class 21 contains 10730 members 
Mstep: Class 22 contains 94140 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 73650 members 
Mstep: Class 26 contains 13485 members 
Mstep: Class 27 contains 36568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112040.000000 Penalty: 60205.453125
Iteration 188Q: 28 clusters Score -1.02112e+08 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 15754 members 
Mstep: Class 3 contains 14987 members 
Mstep: Class 4 contains 494 members 
Mstep: Class 5 contains 143606 members 
Mstep: Class 6 contains 149032 members 
Mstep: Class 7 contains 15826 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 40056 members 
Mstep: Class 10 contains 3837 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 10382 members 
Mstep: Class 13 contains 3012 members 
Mstep: Class 14 contains 46491 members 
Mstep: Class 15 contains 3720 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 82517 members 
Mstep: Class 19 contains 90411 members 
Mstep: Class 20 contains 39047 members 
Mstep: Class 21 contains 10734 members 
Mstep: Class 22 contains 94171 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 73597 members 
Mstep: Class 26 contains 13484 members 
Mstep: Class 27 contains 36505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111752.000000 Penalty: 60205.453125
Iteration 189Q: 28 clusters Score -1.021118e+08 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 15664 members 
Mstep: Class 3 contains 14983 members 
Mstep: Class 4 contains 494 members 
Mstep: Class 5 contains 142868 members 
Mstep: Class 6 contains 149991 members 
Mstep: Class 7 contains 15764 members 
Mstep: Class 8 contains 4307 members 
Mstep: Class 9 contains 40051 members 
Mstep: Class 10 contains 3834 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 10399 members 
Mstep: Class 13 contains 3026 members 
Mstep: Class 14 contains 46480 members 
Mstep: Class 15 contains 3721 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 82600 members 
Mstep: Class 19 contains 90294 members 
Mstep: Class 20 contains 39076 members 
Mstep: Class 21 contains 10736 members 
Mstep: Class 22 contains 94199 members 
Mstep: Class 23 contains 3404 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 73548 members 
Mstep: Class 26 contains 13486 members 
Mstep: Class 27 contains 36457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111656.000000 Penalty: 60205.453125
Iteration 190Q: 28 clusters Score -1.021117e+08 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 15574 members 
Mstep: Class 3 contains 14980 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 142092 members 
Mstep: Class 6 contains 150973 members 
Mstep: Class 7 contains 15694 members 
Mstep: Class 8 contains 4312 members 
Mstep: Class 9 contains 40064 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 10414 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 46472 members 
Mstep: Class 15 contains 3724 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 198 members 
Mstep: Class 18 contains 82699 members 
Mstep: Class 19 contains 90167 members 
Mstep: Class 20 contains 39133 members 
Mstep: Class 21 contains 10738 members 
Mstep: Class 22 contains 94209 members 
Mstep: Class 23 contains 3405 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 73477 members 
Mstep: Class 26 contains 13488 members 
Mstep: Class 27 contains 36423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111448.000000 Penalty: 60205.453125
Iteration 191Q: 28 clusters Score -1.021114e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 15474 members 
Mstep: Class 3 contains 14960 members 
Mstep: Class 4 contains 495 members 
Mstep: Class 5 contains 141372 members 
Mstep: Class 6 contains 151958 members 
Mstep: Class 7 contains 15615 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 40094 members 
Mstep: Class 10 contains 3823 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 10429 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 46443 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 199 members 
Mstep: Class 18 contains 82756 members 
Mstep: Class 19 contains 90035 members 
Mstep: Class 20 contains 39154 members 
Mstep: Class 21 contains 10741 members 
Mstep: Class 22 contains 94248 members 
Mstep: Class 23 contains 3404 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 73439 members 
Mstep: Class 26 contains 13483 members 
Mstep: Class 27 contains 36367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110936.000000 Penalty: 60205.453125
Iteration 192Q: 28 clusters Score -1.021109e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 15376 members 
Mstep: Class 3 contains 14947 members 
Mstep: Class 4 contains 497 members 
Mstep: Class 5 contains 140623 members 
Mstep: Class 6 contains 153031 members 
Mstep: Class 7 contains 15525 members 
Mstep: Class 8 contains 4335 members 
Mstep: Class 9 contains 40127 members 
Mstep: Class 10 contains 3813 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 10442 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 46436 members 
Mstep: Class 15 contains 3732 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 200 members 
Mstep: Class 18 contains 82815 members 
Mstep: Class 19 contains 89854 members 
Mstep: Class 20 contains 39175 members 
Mstep: Class 21 contains 10743 members 
Mstep: Class 22 contains 94271 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 73394 members 
Mstep: Class 26 contains 13482 members 
Mstep: Class 27 contains 36316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111032.000000 Penalty: 60205.453125
Iteration 193Q: 28 clusters Score -1.02111e+08 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 15266 members 
Mstep: Class 3 contains 14943 members 
Mstep: Class 4 contains 501 members 
Mstep: Class 5 contains 139860 members 
Mstep: Class 6 contains 154152 members 
Mstep: Class 7 contains 15443 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 40147 members 
Mstep: Class 10 contains 3812 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 12 contains 10453 members 
Mstep: Class 13 contains 3100 members 
Mstep: Class 14 contains 46431 members 
Mstep: Class 15 contains 3741 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 202 members 
Mstep: Class 18 contains 82879 members 
Mstep: Class 19 contains 89646 members 
Mstep: Class 20 contains 39203 members 
Mstep: Class 21 contains 10744 members 
Mstep: Class 22 contains 94277 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 73363 members 
Mstep: Class 26 contains 13484 members 
Mstep: Class 27 contains 36264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110360.000000 Penalty: 60205.453125
Iteration 194Q: 28 clusters Score -1.021104e+08 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 15153 members 
Mstep: Class 3 contains 14936 members 
Mstep: Class 4 contains 502 members 
Mstep: Class 5 contains 139158 members 
Mstep: Class 6 contains 155246 members 
Mstep: Class 7 contains 15358 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 40165 members 
Mstep: Class 10 contains 3814 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 10465 members 
Mstep: Class 13 contains 3116 members 
Mstep: Class 14 contains 46435 members 
Mstep: Class 15 contains 3745 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 203 members 
Mstep: Class 18 contains 82945 members 
Mstep: Class 19 contains 89421 members 
Mstep: Class 20 contains 39221 members 
Mstep: Class 21 contains 10743 members 
Mstep: Class 22 contains 94294 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 73335 members 
Mstep: Class 26 contains 13495 members 
Mstep: Class 27 contains 36198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109592.000000 Penalty: 60205.453125
Iteration 195Q: 28 clusters Score -1.021096e+08 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 15051 members 
Mstep: Class 3 contains 14939 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 138518 members 
Mstep: Class 6 contains 156239 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 40216 members 
Mstep: Class 10 contains 3809 members 
Mstep: Class 11 contains 2216 members 
Mstep: Class 12 contains 10470 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 46458 members 
Mstep: Class 15 contains 3748 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 203 members 
Mstep: Class 18 contains 82970 members 
Mstep: Class 19 contains 89223 members 
Mstep: Class 20 contains 39253 members 
Mstep: Class 21 contains 10742 members 
Mstep: Class 22 contains 94298 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 73319 members 
Mstep: Class 26 contains 13507 members 
Mstep: Class 27 contains 36123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108784.000000 Penalty: 60205.453125
Iteration 196Q: 28 clusters Score -1.021088e+08 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 14949 members 
Mstep: Class 3 contains 14936 members 
Mstep: Class 4 contains 505 members 
Mstep: Class 5 contains 137997 members 
Mstep: Class 6 contains 157096 members 
Mstep: Class 7 contains 15148 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 40291 members 
Mstep: Class 10 contains 3804 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 10485 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 46464 members 
Mstep: Class 15 contains 3749 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 203 members 
Mstep: Class 18 contains 83000 members 
Mstep: Class 19 contains 89031 members 
Mstep: Class 20 contains 39279 members 
Mstep: Class 21 contains 10742 members 
Mstep: Class 22 contains 94309 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 73280 members 
Mstep: Class 26 contains 13515 members 
Mstep: Class 27 contains 36054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108408.000000 Penalty: 60205.453125
Iteration 197Q: 28 clusters Score -1.021084e+08 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 14822 members 
Mstep: Class 3 contains 14941 members 
Mstep: Class 4 contains 506 members 
Mstep: Class 5 contains 137655 members 
Mstep: Class 6 contains 157776 members 
Mstep: Class 7 contains 15062 members 
Mstep: Class 8 contains 4363 members 
Mstep: Class 9 contains 40321 members 
Mstep: Class 10 contains 3808 members 
Mstep: Class 11 contains 2214 members 
Mstep: Class 12 contains 10495 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 46450 members 
Mstep: Class 15 contains 3757 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 83046 members 
Mstep: Class 19 contains 88834 members 
Mstep: Class 20 contains 39313 members 
Mstep: Class 21 contains 10745 members 
Mstep: Class 22 contains 94330 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 73245 members 
Mstep: Class 26 contains 13512 members 
Mstep: Class 27 contains 35983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107528.000000 Penalty: 60205.453125
Iteration 198Q: 28 clusters Score -1.021075e+08 nChanged 3547
Entering ConstructFrom: 
Score: -102107528.000000 Penalty: 60205.453125
Entering ConstructFrom: 
Trying to split cluster 1 (10165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Entering Unmasked Estep 
Score: -1179112.875000 Penalty: 1499.339600
	Iteration 0F: 2 clusters Score -1179113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1171843.125000 Penalty: 2998.679199
	Iteration 0F: 3 clusters Score -1171843 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1174135.500000 Penalty: 2998.679199
	Iteration 1F: 3 clusters Score -1174136 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1174400.250000 Penalty: 2998.679199
	Iteration 2F: 3 clusters Score -1174400 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1174612.500000 Penalty: 2998.679199
	Iteration 3Q: 3 clusters Score -1174612 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1174807.125000 Penalty: 2998.679199
	Iteration 4Q: 3 clusters Score -1174807 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1175005.125000 Penalty: 2998.679199
	Iteration 5Q: 3 clusters Score -1175005 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1175207.625000 Penalty: 2998.679199
	Iteration 6Q: 3 clusters Score -1175208 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1175429.125000 Penalty: 2998.679199
	Iteration 7Q: 3 clusters Score -1175429 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1175749.250000 Penalty: 2998.679199
	Iteration 8Q: 3 clusters Score -1175749 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1176105.125000 Penalty: 2998.679199
	Iteration 9F: 3 clusters Score -1176105 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1176441.625000 Penalty: 2998.679199
	Iteration 10Q: 3 clusters Score -1176442 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1176740.250000 Penalty: 2998.679199
	Iteration 11Q: 3 clusters Score -1176740 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1176963.750000 Penalty: 2998.679199
	Iteration 12Q: 3 clusters Score -1176964 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1177093.625000 Penalty: 2998.679199
	Iteration 13Q: 3 clusters Score -1177094 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1177165.250000 Penalty: 2998.679199
	Iteration 14Q: 3 clusters Score -1177165 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1177214.625000 Penalty: 2998.679199
	Iteration 15Q: 3 clusters Score -1177215 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1177265.875000 Penalty: 2998.679199
	Iteration 16Q: 3 clusters Score -1177266 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1177313.250000 Penalty: 2998.679199
	Iteration 17Q: 3 clusters Score -1177313 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1177352.375000 Penalty: 2998.679199
	Iteration 18Q: 3 clusters Score -1177352 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1177381.375000 Penalty: 2998.679199
	Iteration 19Q: 3 clusters Score -1177381 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1177402.125000 Penalty: 2998.679199
	Iteration 20F: 3 clusters Score -1177402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1177419.250000 Penalty: 2998.679199
	Iteration 21Q: 3 clusters Score -1177419 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1177439.125000 Penalty: 2998.679199
	Iteration 22Q: 3 clusters Score -1177439 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1177459.250000 Penalty: 2998.679199
	Iteration 23Q: 3 clusters Score -1177459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1177470.625000 Penalty: 2998.679199
	Iteration 24Q: 3 clusters Score -1177471 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1177484.125000 Penalty: 2998.679199
	Iteration 25Q: 3 clusters Score -1177484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1177499.000000 Penalty: 2998.679199
	Iteration 26Q: 3 clusters Score -1177499 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1177511.625000 Penalty: 2998.679199
	Iteration 27Q: 3 clusters Score -1177512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1177518.125000 Penalty: 2998.679199
	Iteration 28Q: 3 clusters Score -1177518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1177527.125000 Penalty: 2998.679199
	Iteration 29Q: 3 clusters Score -1177527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1177532.625000 Penalty: 2998.679199
	Iteration 30Q: 3 clusters Score -1177533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1177539.000000 Penalty: 2998.679199
	Iteration 31Q: 3 clusters Score -1177539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1177543.125000 Penalty: 2998.679199
	Iteration 32Q: 3 clusters Score -1177543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1177557.000000 Penalty: 2998.679199
	Iteration 33Q: 3 clusters Score -1177557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1177569.625000 Penalty: 2998.679199
	Iteration 34Q: 3 clusters Score -1177570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1177582.250000 Penalty: 2998.679199
	Iteration 35Q: 3 clusters Score -1177582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1177591.250000 Penalty: 2998.679199
	Iteration 36Q: 3 clusters Score -1177591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1177600.625000 Penalty: 2998.679199
	Iteration 37Q: 3 clusters Score -1177601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1177609.750000 Penalty: 2998.679199
	Iteration 38Q: 3 clusters Score -1177610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1177617.000000 Penalty: 2998.679199
	Iteration 39Q: 3 clusters Score -1177617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1177621.625000 Penalty: 2998.679199
	Iteration 40F: 3 clusters Score -1177622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1177625.125000 Penalty: 2998.679199
	Iteration 41Q: 3 clusters Score -1177625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1177631.250000 Penalty: 2998.679199
	Iteration 42Q: 3 clusters Score -1177631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1177636.750000 Penalty: 2998.679199
	Iteration 43Q: 3 clusters Score -1177637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1177642.875000 Penalty: 2998.679199
	Iteration 44Q: 3 clusters Score -1177643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1177643.875000 Penalty: 2998.679199
	Iteration 45Q: 3 clusters Score -1177644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1177655.500000 Penalty: 2998.679199
	Iteration 46Q: 3 clusters Score -1177656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1177660.500000 Penalty: 2998.679199
	Iteration 47Q: 3 clusters Score -1177660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1177660.375000 Penalty: 2998.679199
	Iteration 48Q: 3 clusters Score -1177660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1177668.250000 Penalty: 2998.679199
	Iteration 49Q: 3 clusters Score -1177668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1177671.000000 Penalty: 2998.679199
	Iteration 50Q: 3 clusters Score -1177671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1177670.000000 Penalty: 2998.679199
	Iteration 51Q: 3 clusters Score -1177670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1177676.250000 Penalty: 2998.679199
	Iteration 52Q: 3 clusters Score -1177676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1177675.750000 Penalty: 2998.679199
	Iteration 53Q: 3 clusters Score -1177676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1177678.625000 Penalty: 2998.679199
	Iteration 54Q: 3 clusters Score -1177679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1177681.000000 Penalty: 2998.679199
	Iteration 55Q: 3 clusters Score -1177681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1177687.000000 Penalty: 2998.679199
	Iteration 56Q: 3 clusters Score -1177687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1177687.625000 Penalty: 2998.679199
	Iteration 57Q: 3 clusters Score -1177688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1177689.625000 Penalty: 2998.679199
	Iteration 58Q: 3 clusters Score -1177690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1177691.750000 Penalty: 2998.679199
	Iteration 59Q: 3 clusters Score -1177692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1177696.125000 Penalty: 2998.679199
	Iteration 60F: 3 clusters Score -1177696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1177695.125000 Penalty: 2998.679199
	Iteration 61Q: 3 clusters Score -1177695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1177701.250000 Penalty: 2998.679199
	Iteration 62Q: 3 clusters Score -1177701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1177705.375000 Penalty: 2998.679199
	Iteration 63Q: 3 clusters Score -1177705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1177707.625000 Penalty: 2998.679199
	Iteration 64Q: 3 clusters Score -1177708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1177710.000000 Penalty: 2998.679199
	Iteration 65Q: 3 clusters Score -1177710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1177709.375000 Penalty: 2998.679199
	Iteration 66Q: 3 clusters Score -1177709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1177709.625000 Penalty: 2998.679199
	Iteration 67Q: 3 clusters Score -1177710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1177711.875000 Penalty: 2998.679199
	Iteration 68Q: 3 clusters Score -1177712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1177716.250000 Penalty: 2998.679199
	Iteration 69Q: 3 clusters Score -1177716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1177715.000000 Penalty: 2998.679199
	Iteration 70Q: 3 clusters Score -1177715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1177717.500000 Penalty: 2998.679199
	Iteration 71Q: 3 clusters Score -1177718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1177720.500000 Penalty: 2998.679199
	Iteration 72Q: 3 clusters Score -1177720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1177721.375000 Penalty: 2998.679199
	Iteration 73Q: 3 clusters Score -1177721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1177720.875000 Penalty: 2998.679199
	Iteration 74Q: 3 clusters Score -1177721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1177719.750000 Penalty: 2998.679199
	Iteration 75Q: 3 clusters Score -1177720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1177719.750000 Penalty: 2998.679199
	Iteration 76F: 3 clusters Score -1177720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Entering Unmasked Estep 
Score: -1678247.125000 Penalty: 1559.583618
	Iteration 0F: 2 clusters Score -1678247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1668081.875000 Penalty: 3119.167236
	Iteration 0F: 3 clusters Score -1668082 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1671663.625000 Penalty: 3119.167236
	Iteration 1F: 3 clusters Score -1671664 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1671969.125000 Penalty: 3119.167236
	Iteration 2F: 3 clusters Score -1671969 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1672232.500000 Penalty: 3119.167236
	Iteration 3Q: 3 clusters Score -1672232 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1672533.500000 Penalty: 3119.167236
	Iteration 4Q: 3 clusters Score -1672534 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1672886.500000 Penalty: 3119.167236
	Iteration 5Q: 3 clusters Score -1672886 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1673303.875000 Penalty: 3119.167236
	Iteration 6Q: 3 clusters Score -1673304 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1673736.125000 Penalty: 3119.167236
	Iteration 7Q: 3 clusters Score -1673736 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1674178.375000 Penalty: 3119.167236
	Iteration 8Q: 3 clusters Score -1674178 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1674619.500000 Penalty: 3119.167236
	Iteration 9Q: 3 clusters Score -1674620 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1675030.375000 Penalty: 3119.167236
	Iteration 10Q: 3 clusters Score -1675030 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1675412.625000 Penalty: 3119.167236
	Iteration 11Q: 3 clusters Score -1675413 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1675722.125000 Penalty: 3119.167236
	Iteration 12Q: 3 clusters Score -1675722 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1675971.375000 Penalty: 3119.167236
	Iteration 13Q: 3 clusters Score -1675971 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1676153.875000 Penalty: 3119.167236
	Iteration 14Q: 3 clusters Score -1676154 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1676296.125000 Penalty: 3119.167236
	Iteration 15Q: 3 clusters Score -1676296 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1676404.875000 Penalty: 3119.167236
	Iteration 16Q: 3 clusters Score -1676405 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1676494.000000 Penalty: 3119.167236
	Iteration 17Q: 3 clusters Score -1676494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1676578.000000 Penalty: 3119.167236
	Iteration 18Q: 3 clusters Score -1676578 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1676633.375000 Penalty: 3119.167236
	Iteration 19Q: 3 clusters Score -1676633 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1676674.875000 Penalty: 3119.167236
	Iteration 20F: 3 clusters Score -1676675 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1676718.625000 Penalty: 3119.167236
	Iteration 21Q: 3 clusters Score -1676719 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1676759.250000 Penalty: 3119.167236
	Iteration 22Q: 3 clusters Score -1676759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1676781.125000 Penalty: 3119.167236
	Iteration 23Q: 3 clusters Score -1676781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1676799.375000 Penalty: 3119.167236
	Iteration 24Q: 3 clusters Score -1676799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1676818.750000 Penalty: 3119.167236
	Iteration 25Q: 3 clusters Score -1676819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1676834.875000 Penalty: 3119.167236
	Iteration 26Q: 3 clusters Score -1676835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1676845.125000 Penalty: 3119.167236
	Iteration 27Q: 3 clusters Score -1676845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1676860.000000 Penalty: 3119.167236
	Iteration 28Q: 3 clusters Score -1676860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1676871.625000 Penalty: 3119.167236
	Iteration 29Q: 3 clusters Score -1676872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1676879.875000 Penalty: 3119.167236
	Iteration 30Q: 3 clusters Score -1676880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1676890.750000 Penalty: 3119.167236
	Iteration 31Q: 3 clusters Score -1676891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1676894.500000 Penalty: 3119.167236
	Iteration 32Q: 3 clusters Score -1676894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1676900.500000 Penalty: 3119.167236
	Iteration 33Q: 3 clusters Score -1676900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1676907.250000 Penalty: 3119.167236
	Iteration 34Q: 3 clusters Score -1676907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1676905.375000 Penalty: 3119.167236
	Iteration 35Q: 3 clusters Score -1676905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1676907.250000 Penalty: 3119.167236
	Iteration 36Q: 3 clusters Score -1676907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1676906.750000 Penalty: 3119.167236
	Iteration 37Q: 3 clusters Score -1676907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1676906.750000 Penalty: 3119.167236
	Iteration 38F: 3 clusters Score -1676907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Entering Unmasked Estep 
Score: -1658979.625000 Penalty: 1561.982300
	Iteration 0F: 2 clusters Score -1658980 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 7354 members 
Entering Unmasked Estep 
Score: -1648685.375000 Penalty: 3123.964600
	Iteration 0F: 3 clusters Score -1648685 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1652320.375000 Penalty: 3123.964600
	Iteration 1F: 3 clusters Score -1652320 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1652639.625000 Penalty: 3123.964600
	Iteration 2F: 3 clusters Score -1652640 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1652963.625000 Penalty: 3123.964600
	Iteration 3F: 3 clusters Score -1652964 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1653370.000000 Penalty: 3123.964600
	Iteration 4F: 3 clusters Score -1653370 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1653942.125000 Penalty: 3123.964600
	Iteration 5F: 3 clusters Score -1653942 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1654753.250000 Penalty: 3123.964600
	Iteration 6F: 3 clusters Score -1654753 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1655715.375000 Penalty: 3123.964600
	Iteration 7F: 3 clusters Score -1655715 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1656573.125000 Penalty: 3123.964600
	Iteration 8F: 3 clusters Score -1656573 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1657101.625000 Penalty: 3123.964600
	Iteration 9Q: 3 clusters Score -1657102 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1657353.750000 Penalty: 3123.964600
	Iteration 10Q: 3 clusters Score -1657354 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1657462.375000 Penalty: 3123.964600
	Iteration 11Q: 3 clusters Score -1657462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1657506.875000 Penalty: 3123.964600
	Iteration 12Q: 3 clusters Score -1657507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1657533.500000 Penalty: 3123.964600
	Iteration 13Q: 3 clusters Score -1657534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1657540.875000 Penalty: 3123.964600
	Iteration 14Q: 3 clusters Score -1657541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1657549.000000 Penalty: 3123.964600
	Iteration 15Q: 3 clusters Score -1657549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1657556.625000 Penalty: 3123.964600
	Iteration 16Q: 3 clusters Score -1657557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1657559.375000 Penalty: 3123.964600
	Iteration 17Q: 3 clusters Score -1657559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1657559.625000 Penalty: 3123.964600
	Iteration 18Q: 3 clusters Score -1657560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1657564.125000 Penalty: 3123.964600
	Iteration 19Q: 3 clusters Score -1657564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1657576.625000 Penalty: 3123.964600
	Iteration 20F: 3 clusters Score -1657577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1657581.625000 Penalty: 3123.964600
	Iteration 21Q: 3 clusters Score -1657582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1657588.750000 Penalty: 3123.964600
	Iteration 22Q: 3 clusters Score -1657589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1657588.750000 Penalty: 3123.964600
	Iteration 23F: 3 clusters Score -1657589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -54874.843750 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -54874.84 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 259 members 
Entering Unmasked Estep 
Score: -53784.199219 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -53784.2 nChanged 112
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: -53960.421875 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -53960.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54003.093750 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -54003.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54021.199219 Penalty: 2024.906494
	Iteration 3Q: 3 clusters Score -54021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54030.957031 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -54030.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54035.128906 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -54035.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54036.316406 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -54036.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54039.210938 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -54039.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54043.726562 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -54043.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54048.414062 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -54048.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54048.414062 Penalty: 2024.906494
	Iteration 10F: 3 clusters Score -54048.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (137376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137376 members 
Entering Unmasked Estep 
Score: -15594029.000000 Penalty: 1922.452515
	Iteration 0F: 2 clusters Score -1.559403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68984 members 
Mstep: Class 2 contains 68392 members 
Entering Unmasked Estep 
Score: -15503694.000000 Penalty: 3844.905029
	Iteration 0F: 3 clusters Score -1.550369e+07 nChanged 66153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74953 members 
Mstep: Class 2 contains 62423 members 
Entering Unmasked Estep 
Score: -15541986.000000 Penalty: 3844.905029
	Iteration 1F: 3 clusters Score -1.554199e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -15543337.000000 Penalty: 3844.905029
	Iteration 2Q: 3 clusters Score -1.554334e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84265 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -15545722.000000 Penalty: 3844.905029
	Iteration 3Q: 3 clusters Score -1.554572e+07 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -15550671.000000 Penalty: 3844.905029
	Iteration 4F: 3 clusters Score -1.555067e+07 nChanged 11706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -15559688.000000 Penalty: 3844.905029
	Iteration 5F: 3 clusters Score -1.555969e+07 nChanged 13517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117953 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -15572483.000000 Penalty: 3844.905029
	Iteration 6F: 3 clusters Score -1.557248e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129101 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -15583634.000000 Penalty: 3844.905029
	Iteration 7F: 3 clusters Score -1.558363e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134796 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -15589515.000000 Penalty: 3844.905029
	Iteration 8Q: 3 clusters Score -1.558952e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136689 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -15591491.000000 Penalty: 3844.905029
	Iteration 9Q: 3 clusters Score -1.559149e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137098 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -15591991.000000 Penalty: 3844.905029
	Iteration 10Q: 3 clusters Score -1.559199e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137200 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15592169.000000 Penalty: 3844.905029
	Iteration 11Q: 3 clusters Score -1.559217e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137220 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15592239.000000 Penalty: 3844.905029
	Iteration 12Q: 3 clusters Score -1.559224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137223 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15592261.000000 Penalty: 3844.905029
	Iteration 13Q: 3 clusters Score -1.559226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137227 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15592281.000000 Penalty: 3844.905029
	Iteration 14Q: 3 clusters Score -1.559228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137229 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15592304.000000 Penalty: 3844.905029
	Iteration 15Q: 3 clusters Score -1.55923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137227 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15592309.000000 Penalty: 3844.905029
	Iteration 16Q: 3 clusters Score -1.559231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137226 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15592306.000000 Penalty: 3844.905029
	Iteration 17Q: 3 clusters Score -1.559231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137225 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15592307.000000 Penalty: 3844.905029
	Iteration 18Q: 3 clusters Score -1.559231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137224 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15592306.000000 Penalty: 3844.905029
	Iteration 19Q: 3 clusters Score -1.559231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137224 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15592306.000000 Penalty: 3844.905029
	Iteration 20F: 3 clusters Score -1.559231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (158349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158349 members 
Entering Unmasked Estep 
Score: -17890184.000000 Penalty: 1945.540527
	Iteration 0F: 2 clusters Score -1.789018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79108 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -17787392.000000 Penalty: 3891.081055
	Iteration 0F: 3 clusters Score -1.778739e+07 nChanged 76613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -17833528.000000 Penalty: 3891.081055
	Iteration 1F: 3 clusters Score -1.783353e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79407 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -17834722.000000 Penalty: 3891.081055
	Iteration 2Q: 3 clusters Score -1.783472e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79461 members 
Mstep: Class 2 contains 78888 members 
Entering Unmasked Estep 
Score: -17836746.000000 Penalty: 3891.081055
	Iteration 3Q: 3 clusters Score -1.783675e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79323 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -17839186.000000 Penalty: 3891.081055
	Iteration 4Q: 3 clusters Score -1.783919e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 79497 members 
Entering Unmasked Estep 
Score: -17842682.000000 Penalty: 3891.081055
	Iteration 5Q: 3 clusters Score -1.784268e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77773 members 
Mstep: Class 2 contains 80576 members 
Entering Unmasked Estep 
Score: -17846874.000000 Penalty: 3891.081055
	Iteration 6F: 3 clusters Score -1.784687e+07 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75545 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -17851786.000000 Penalty: 3891.081055
	Iteration 7F: 3 clusters Score -1.785179e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -17857628.000000 Penalty: 3891.081055
	Iteration 8F: 3 clusters Score -1.785763e+07 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67927 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -17863776.000000 Penalty: 3891.081055
	Iteration 9F: 3 clusters Score -1.786378e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 94443 members 
Entering Unmasked Estep 
Score: -17868490.000000 Penalty: 3891.081055
	Iteration 10F: 3 clusters Score -1.786849e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 97728 members 
Entering Unmasked Estep 
Score: -17871356.000000 Penalty: 3891.081055
	Iteration 11Q: 3 clusters Score -1.787136e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 100497 members 
Entering Unmasked Estep 
Score: -17873094.000000 Penalty: 3891.081055
	Iteration 12Q: 3 clusters Score -1.787309e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 103008 members 
Entering Unmasked Estep 
Score: -17874208.000000 Penalty: 3891.081055
	Iteration 13Q: 3 clusters Score -1.787421e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 105333 members 
Entering Unmasked Estep 
Score: -17875058.000000 Penalty: 3891.081055
	Iteration 14Q: 3 clusters Score -1.787506e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 107670 members 
Entering Unmasked Estep 
Score: -17875586.000000 Penalty: 3891.081055
	Iteration 15Q: 3 clusters Score -1.787559e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 110109 members 
Entering Unmasked Estep 
Score: -17876258.000000 Penalty: 3891.081055
	Iteration 16Q: 3 clusters Score -1.787626e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 112577 members 
Entering Unmasked Estep 
Score: -17876892.000000 Penalty: 3891.081055
	Iteration 17Q: 3 clusters Score -1.787689e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 115045 members 
Entering Unmasked Estep 
Score: -17877666.000000 Penalty: 3891.081055
	Iteration 18Q: 3 clusters Score -1.787767e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 117604 members 
Entering Unmasked Estep 
Score: -17878366.000000 Penalty: 3891.081055
	Iteration 19Q: 3 clusters Score -1.787837e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 120116 members 
Entering Unmasked Estep 
Score: -17879122.000000 Penalty: 3891.081055
	Iteration 20F: 3 clusters Score -1.787912e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 122700 members 
Entering Unmasked Estep 
Score: -17879826.000000 Penalty: 3891.081055
	Iteration 21Q: 3 clusters Score -1.787983e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 125305 members 
Entering Unmasked Estep 
Score: -17880778.000000 Penalty: 3891.081055
	Iteration 22Q: 3 clusters Score -1.788078e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 127936 members 
Entering Unmasked Estep 
Score: -17881612.000000 Penalty: 3891.081055
	Iteration 23Q: 3 clusters Score -1.788161e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 130576 members 
Entering Unmasked Estep 
Score: -17882560.000000 Penalty: 3891.081055
	Iteration 24Q: 3 clusters Score -1.788256e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 133264 members 
Entering Unmasked Estep 
Score: -17883594.000000 Penalty: 3891.081055
	Iteration 25Q: 3 clusters Score -1.788359e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 135922 members 
Entering Unmasked Estep 
Score: -17884560.000000 Penalty: 3891.081055
	Iteration 26Q: 3 clusters Score -1.788456e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 138391 members 
Entering Unmasked Estep 
Score: -17885368.000000 Penalty: 3891.081055
	Iteration 27Q: 3 clusters Score -1.788537e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 140679 members 
Entering Unmasked Estep 
Score: -17886060.000000 Penalty: 3891.081055
	Iteration 28Q: 3 clusters Score -1.788606e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 142755 members 
Entering Unmasked Estep 
Score: -17886726.000000 Penalty: 3891.081055
	Iteration 29Q: 3 clusters Score -1.788673e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 144688 members 
Entering Unmasked Estep 
Score: -17887442.000000 Penalty: 3891.081055
	Iteration 30Q: 3 clusters Score -1.788744e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 146438 members 
Entering Unmasked Estep 
Score: -17887994.000000 Penalty: 3891.081055
	Iteration 31Q: 3 clusters Score -1.788799e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 147963 members 
Entering Unmasked Estep 
Score: -17888492.000000 Penalty: 3891.081055
	Iteration 32Q: 3 clusters Score -1.788849e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 149283 members 
Entering Unmasked Estep 
Score: -17888932.000000 Penalty: 3891.081055
	Iteration 33Q: 3 clusters Score -1.788893e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 150381 members 
Entering Unmasked Estep 
Score: -17889268.000000 Penalty: 3891.081055
	Iteration 34Q: 3 clusters Score -1.788927e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 151306 members 
Entering Unmasked Estep 
Score: -17889492.000000 Penalty: 3891.081055
	Iteration 35Q: 3 clusters Score -1.788949e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 152120 members 
Entering Unmasked Estep 
Score: -17889676.000000 Penalty: 3891.081055
	Iteration 36Q: 3 clusters Score -1.788968e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 152816 members 
Entering Unmasked Estep 
Score: -17889720.000000 Penalty: 3891.081055
	Iteration 37Q: 3 clusters Score -1.788972e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 153360 members 
Entering Unmasked Estep 
Score: -17889786.000000 Penalty: 3891.081055
	Iteration 38Q: 3 clusters Score -1.788979e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 153795 members 
Entering Unmasked Estep 
Score: -17889882.000000 Penalty: 3891.081055
	Iteration 39Q: 3 clusters Score -1.788988e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 154151 members 
Entering Unmasked Estep 
Score: -17889916.000000 Penalty: 3891.081055
	Iteration 40F: 3 clusters Score -1.788992e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 154448 members 
Entering Unmasked Estep 
Score: -17889988.000000 Penalty: 3891.081055
	Iteration 41Q: 3 clusters Score -1.788999e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 154710 members 
Entering Unmasked Estep 
Score: -17889960.000000 Penalty: 3891.081055
	Iteration 42Q: 3 clusters Score -1.788996e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 154918 members 
Entering Unmasked Estep 
Score: -17889956.000000 Penalty: 3891.081055
	Iteration 43Q: 3 clusters Score -1.788996e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 155108 members 
Entering Unmasked Estep 
Score: -17889924.000000 Penalty: 3891.081055
	Iteration 44Q: 3 clusters Score -1.788992e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 155246 members 
Entering Unmasked Estep 
Score: -17889932.000000 Penalty: 3891.081055
	Iteration 45Q: 3 clusters Score -1.788993e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 155362 members 
Entering Unmasked Estep 
Score: -17889956.000000 Penalty: 3891.081055
	Iteration 46Q: 3 clusters Score -1.788996e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 155476 members 
Entering Unmasked Estep 
Score: -17889952.000000 Penalty: 3891.081055
	Iteration 47Q: 3 clusters Score -1.788995e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 155564 members 
Entering Unmasked Estep 
Score: -17889958.000000 Penalty: 3891.081055
	Iteration 48Q: 3 clusters Score -1.788996e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 155631 members 
Entering Unmasked Estep 
Score: -17889934.000000 Penalty: 3891.081055
	Iteration 49Q: 3 clusters Score -1.788993e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 155677 members 
Entering Unmasked Estep 
Score: -17889944.000000 Penalty: 3891.081055
	Iteration 50Q: 3 clusters Score -1.788994e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 155732 members 
Entering Unmasked Estep 
Score: -17889976.000000 Penalty: 3891.081055
	Iteration 51Q: 3 clusters Score -1.788998e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 155774 members 
Entering Unmasked Estep 
Score: -17889966.000000 Penalty: 3891.081055
	Iteration 52Q: 3 clusters Score -1.788997e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 155805 members 
Entering Unmasked Estep 
Score: -17889984.000000 Penalty: 3891.081055
	Iteration 53Q: 3 clusters Score -1.788998e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 155837 members 
Entering Unmasked Estep 
Score: -17889956.000000 Penalty: 3891.081055
	Iteration 54Q: 3 clusters Score -1.788996e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 155864 members 
Entering Unmasked Estep 
Score: -17889950.000000 Penalty: 3891.081055
	Iteration 55Q: 3 clusters Score -1.788995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 155880 members 
Entering Unmasked Estep 
Score: -17889968.000000 Penalty: 3891.081055
	Iteration 56Q: 3 clusters Score -1.788997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 155891 members 
Entering Unmasked Estep 
Score: -17889972.000000 Penalty: 3891.081055
	Iteration 57Q: 3 clusters Score -1.788997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 155902 members 
Entering Unmasked Estep 
Score: -17889974.000000 Penalty: 3891.081055
	Iteration 58Q: 3 clusters Score -1.788997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 155908 members 
Entering Unmasked Estep 
Score: -17889966.000000 Penalty: 3891.081055
	Iteration 59Q: 3 clusters Score -1.788997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 155918 members 
Entering Unmasked Estep 
Score: -17889962.000000 Penalty: 3891.081055
	Iteration 60F: 3 clusters Score -1.788996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 155926 members 
Entering Unmasked Estep 
Score: -17889986.000000 Penalty: 3891.081055
	Iteration 61Q: 3 clusters Score -1.788999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 155936 members 
Entering Unmasked Estep 
Score: -17889998.000000 Penalty: 3891.081055
	Iteration 62Q: 3 clusters Score -1.789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 155943 members 
Entering Unmasked Estep 
Score: -17889992.000000 Penalty: 3891.081055
	Iteration 63Q: 3 clusters Score -1.788999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 155948 members 
Entering Unmasked Estep 
Score: -17889980.000000 Penalty: 3891.081055
	Iteration 64Q: 3 clusters Score -1.788998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 155959 members 
Entering Unmasked Estep 
Score: -17889980.000000 Penalty: 3891.081055
	Iteration 65Q: 3 clusters Score -1.788998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 155966 members 
Entering Unmasked Estep 
Score: -17889968.000000 Penalty: 3891.081055
	Iteration 66Q: 3 clusters Score -1.788997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 155971 members 
Entering Unmasked Estep 
Score: -17889948.000000 Penalty: 3891.081055
	Iteration 67Q: 3 clusters Score -1.788995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 155973 members 
Entering Unmasked Estep 
Score: -17889952.000000 Penalty: 3891.081055
	Iteration 68Q: 3 clusters Score -1.788995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 155977 members 
Entering Unmasked Estep 
Score: -17889954.000000 Penalty: 3891.081055
	Iteration 69Q: 3 clusters Score -1.788995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 155982 members 
Entering Unmasked Estep 
Score: -17889948.000000 Penalty: 3891.081055
	Iteration 70Q: 3 clusters Score -1.788995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 155988 members 
Entering Unmasked Estep 
Score: -17889940.000000 Penalty: 3891.081055
	Iteration 71Q: 3 clusters Score -1.788994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 155994 members 
Entering Unmasked Estep 
Score: -17889942.000000 Penalty: 3891.081055
	Iteration 72Q: 3 clusters Score -1.788994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 155998 members 
Entering Unmasked Estep 
Score: -17889954.000000 Penalty: 3891.081055
	Iteration 73Q: 3 clusters Score -1.788995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 156001 members 
Entering Unmasked Estep 
Score: -17889946.000000 Penalty: 3891.081055
	Iteration 74Q: 3 clusters Score -1.788995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 156003 members 
Entering Unmasked Estep 
Score: -17889938.000000 Penalty: 3891.081055
	Iteration 75Q: 3 clusters Score -1.788994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 156005 members 
Entering Unmasked Estep 
Score: -17889934.000000 Penalty: 3891.081055
	Iteration 76Q: 3 clusters Score -1.788993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 156005 members 
Entering Unmasked Estep 
Score: -17889928.000000 Penalty: 3891.081055
	Iteration 77Q: 3 clusters Score -1.788993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 156006 members 
Entering Unmasked Estep 
Score: -17889930.000000 Penalty: 3891.081055
	Iteration 78Q: 3 clusters Score -1.788993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 156006 members 
Entering Unmasked Estep 
Score: -17889930.000000 Penalty: 3891.081055
	Iteration 79F: 3 clusters Score -1.788993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Entering Unmasked Estep 
Score: -1735239.625000 Penalty: 1562.351562
	Iteration 0F: 2 clusters Score -1735240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1724858.500000 Penalty: 3124.703125
	Iteration 0F: 3 clusters Score -1724858 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1728663.500000 Penalty: 3124.703125
	Iteration 1F: 3 clusters Score -1728664 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1728991.750000 Penalty: 3124.703125
	Iteration 2F: 3 clusters Score -1728992 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1729295.500000 Penalty: 3124.703125
	Iteration 3Q: 3 clusters Score -1729296 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1729589.375000 Penalty: 3124.703125
	Iteration 4Q: 3 clusters Score -1729589 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1729915.625000 Penalty: 3124.703125
	Iteration 5Q: 3 clusters Score -1729916 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1730279.250000 Penalty: 3124.703125
	Iteration 6Q: 3 clusters Score -1730279 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1730675.875000 Penalty: 3124.703125
	Iteration 7Q: 3 clusters Score -1730676 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1731107.875000 Penalty: 3124.703125
	Iteration 8Q: 3 clusters Score -1731108 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1731493.625000 Penalty: 3124.703125
	Iteration 9Q: 3 clusters Score -1731494 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1731762.500000 Penalty: 3124.703125
	Iteration 10Q: 3 clusters Score -1731762 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1731931.125000 Penalty: 3124.703125
	Iteration 11Q: 3 clusters Score -1731931 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1732034.875000 Penalty: 3124.703125
	Iteration 12Q: 3 clusters Score -1732035 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1732091.500000 Penalty: 3124.703125
	Iteration 13Q: 3 clusters Score -1732092 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1732148.625000 Penalty: 3124.703125
	Iteration 14Q: 3 clusters Score -1732149 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1732206.625000 Penalty: 3124.703125
	Iteration 15Q: 3 clusters Score -1732207 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1732248.250000 Penalty: 3124.703125
	Iteration 16Q: 3 clusters Score -1732248 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1732296.250000 Penalty: 3124.703125
	Iteration 17Q: 3 clusters Score -1732296 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1732337.250000 Penalty: 3124.703125
	Iteration 18Q: 3 clusters Score -1732337 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1732382.250000 Penalty: 3124.703125
	Iteration 19Q: 3 clusters Score -1732382 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1732426.000000 Penalty: 3124.703125
	Iteration 20F: 3 clusters Score -1732426 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1732474.375000 Penalty: 3124.703125
	Iteration 21Q: 3 clusters Score -1732474 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1732514.875000 Penalty: 3124.703125
	Iteration 22Q: 3 clusters Score -1732515 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1732565.250000 Penalty: 3124.703125
	Iteration 23Q: 3 clusters Score -1732565 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1732621.000000 Penalty: 3124.703125
	Iteration 24Q: 3 clusters Score -1732621 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1732664.125000 Penalty: 3124.703125
	Iteration 25Q: 3 clusters Score -1732664 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1732708.625000 Penalty: 3124.703125
	Iteration 26Q: 3 clusters Score -1732709 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1732754.375000 Penalty: 3124.703125
	Iteration 27Q: 3 clusters Score -1732754 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1732825.000000 Penalty: 3124.703125
	Iteration 28Q: 3 clusters Score -1732825 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1732894.500000 Penalty: 3124.703125
	Iteration 29Q: 3 clusters Score -1732894 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1732964.625000 Penalty: 3124.703125
	Iteration 30Q: 3 clusters Score -1732965 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1733023.250000 Penalty: 3124.703125
	Iteration 31Q: 3 clusters Score -1733023 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1733085.875000 Penalty: 3124.703125
	Iteration 32Q: 3 clusters Score -1733086 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1733135.500000 Penalty: 3124.703125
	Iteration 33Q: 3 clusters Score -1733136 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1733190.750000 Penalty: 3124.703125
	Iteration 34Q: 3 clusters Score -1733191 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1733248.500000 Penalty: 3124.703125
	Iteration 35Q: 3 clusters Score -1733248 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1733310.000000 Penalty: 3124.703125
	Iteration 36Q: 3 clusters Score -1733310 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1733355.250000 Penalty: 3124.703125
	Iteration 37Q: 3 clusters Score -1733355 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1733410.000000 Penalty: 3124.703125
	Iteration 38Q: 3 clusters Score -1733410 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1733462.125000 Penalty: 3124.703125
	Iteration 39Q: 3 clusters Score -1733462 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1733516.500000 Penalty: 3124.703125
	Iteration 40F: 3 clusters Score -1733516 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1733568.375000 Penalty: 3124.703125
	Iteration 41Q: 3 clusters Score -1733568 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1733624.250000 Penalty: 3124.703125
	Iteration 42Q: 3 clusters Score -1733624 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1733675.250000 Penalty: 3124.703125
	Iteration 43Q: 3 clusters Score -1733675 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1733729.375000 Penalty: 3124.703125
	Iteration 44Q: 3 clusters Score -1733729 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1733771.000000 Penalty: 3124.703125
	Iteration 45Q: 3 clusters Score -1733771 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1733800.375000 Penalty: 3124.703125
	Iteration 46Q: 3 clusters Score -1733800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1733826.125000 Penalty: 3124.703125
	Iteration 47Q: 3 clusters Score -1733826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1733850.875000 Penalty: 3124.703125
	Iteration 48Q: 3 clusters Score -1733851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1733864.375000 Penalty: 3124.703125
	Iteration 49Q: 3 clusters Score -1733864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1733880.500000 Penalty: 3124.703125
	Iteration 50Q: 3 clusters Score -1733880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1733897.625000 Penalty: 3124.703125
	Iteration 51Q: 3 clusters Score -1733898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1733905.750000 Penalty: 3124.703125
	Iteration 52Q: 3 clusters Score -1733906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1733913.750000 Penalty: 3124.703125
	Iteration 53Q: 3 clusters Score -1733914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1733919.500000 Penalty: 3124.703125
	Iteration 54Q: 3 clusters Score -1733920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1733926.125000 Penalty: 3124.703125
	Iteration 55Q: 3 clusters Score -1733926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1733931.750000 Penalty: 3124.703125
	Iteration 56Q: 3 clusters Score -1733932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1733931.500000 Penalty: 3124.703125
	Iteration 57Q: 3 clusters Score -1733932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1733937.625000 Penalty: 3124.703125
	Iteration 58Q: 3 clusters Score -1733938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1733936.625000 Penalty: 3124.703125
	Iteration 59Q: 3 clusters Score -1733937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1733938.250000 Penalty: 3124.703125
	Iteration 60F: 3 clusters Score -1733938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1733938.625000 Penalty: 3124.703125
	Iteration 61Q: 3 clusters Score -1733939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1733940.000000 Penalty: 3124.703125
	Iteration 62Q: 3 clusters Score -1733940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1733937.875000 Penalty: 3124.703125
	Iteration 63Q: 3 clusters Score -1733938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1733942.625000 Penalty: 3124.703125
	Iteration 64Q: 3 clusters Score -1733943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1733941.250000 Penalty: 3124.703125
	Iteration 65Q: 3 clusters Score -1733941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1733941.750000 Penalty: 3124.703125
	Iteration 66Q: 3 clusters Score -1733942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1733941.750000 Penalty: 3124.703125
	Iteration 67F: 3 clusters Score -1733942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Entering Unmasked Estep 
Score: -472873.031250 Penalty: 1362.010376
	Iteration 0F: 2 clusters Score -472873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -469291.843750 Penalty: 2724.020752
	Iteration 0F: 3 clusters Score -469291.8 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -470262.750000 Penalty: 2724.020752
	Iteration 1F: 3 clusters Score -470262.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -470608.093750 Penalty: 2724.020752
	Iteration 2F: 3 clusters Score -470608.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -470974.062500 Penalty: 2724.020752
	Iteration 3F: 3 clusters Score -470974.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -471285.406250 Penalty: 2724.020752
	Iteration 4F: 3 clusters Score -471285.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -471547.437500 Penalty: 2724.020752
	Iteration 5F: 3 clusters Score -471547.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -471776.968750 Penalty: 2724.020752
	Iteration 6F: 3 clusters Score -471777 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -471943.781250 Penalty: 2724.020752
	Iteration 7F: 3 clusters Score -471943.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -472056.625000 Penalty: 2724.020752
	Iteration 8Q: 3 clusters Score -472056.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -472123.937500 Penalty: 2724.020752
	Iteration 9Q: 3 clusters Score -472123.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -472167.656250 Penalty: 2724.020752
	Iteration 10Q: 3 clusters Score -472167.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -472201.406250 Penalty: 2724.020752
	Iteration 11Q: 3 clusters Score -472201.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -472237.656250 Penalty: 2724.020752
	Iteration 12Q: 3 clusters Score -472237.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -472256.656250 Penalty: 2724.020752
	Iteration 13Q: 3 clusters Score -472256.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -472275.562500 Penalty: 2724.020752
	Iteration 14Q: 3 clusters Score -472275.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -472293.218750 Penalty: 2724.020752
	Iteration 15Q: 3 clusters Score -472293.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -472312.125000 Penalty: 2724.020752
	Iteration 16Q: 3 clusters Score -472312.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -472323.593750 Penalty: 2724.020752
	Iteration 17Q: 3 clusters Score -472323.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -472334.906250 Penalty: 2724.020752
	Iteration 18Q: 3 clusters Score -472334.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -472345.000000 Penalty: 2724.020752
	Iteration 19Q: 3 clusters Score -472345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -472353.531250 Penalty: 2724.020752
	Iteration 20F: 3 clusters Score -472353.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -472359.906250 Penalty: 2724.020752
	Iteration 21Q: 3 clusters Score -472359.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -472365.687500 Penalty: 2724.020752
	Iteration 22Q: 3 clusters Score -472365.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -472372.125000 Penalty: 2724.020752
	Iteration 23Q: 3 clusters Score -472372.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -472376.625000 Penalty: 2724.020752
	Iteration 24Q: 3 clusters Score -472376.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -472383.843750 Penalty: 2724.020752
	Iteration 25Q: 3 clusters Score -472383.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -472391.062500 Penalty: 2724.020752
	Iteration 26Q: 3 clusters Score -472391.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -472401.250000 Penalty: 2724.020752
	Iteration 27Q: 3 clusters Score -472401.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -472416.906250 Penalty: 2724.020752
	Iteration 28Q: 3 clusters Score -472416.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -472431.187500 Penalty: 2724.020752
	Iteration 29Q: 3 clusters Score -472431.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -472439.406250 Penalty: 2724.020752
	Iteration 30Q: 3 clusters Score -472439.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -472445.093750 Penalty: 2724.020752
	Iteration 31Q: 3 clusters Score -472445.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -472448.218750 Penalty: 2724.020752
	Iteration 32Q: 3 clusters Score -472448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -472448.968750 Penalty: 2724.020752
	Iteration 33Q: 3 clusters Score -472449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -472451.250000 Penalty: 2724.020752
	Iteration 34Q: 3 clusters Score -472451.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -472453.593750 Penalty: 2724.020752
	Iteration 35Q: 3 clusters Score -472453.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -472457.343750 Penalty: 2724.020752
	Iteration 36Q: 3 clusters Score -472457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -472457.468750 Penalty: 2724.020752
	Iteration 37Q: 3 clusters Score -472457.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -472460.218750 Penalty: 2724.020752
	Iteration 38Q: 3 clusters Score -472460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -472460.625000 Penalty: 2724.020752
	Iteration 39Q: 3 clusters Score -472460.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -472461.562500 Penalty: 2724.020752
	Iteration 40F: 3 clusters Score -472461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -472462.718750 Penalty: 2724.020752
	Iteration 41Q: 3 clusters Score -472462.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -472462.875000 Penalty: 2724.020752
	Iteration 42Q: 3 clusters Score -472462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -472464.937500 Penalty: 2724.020752
	Iteration 43Q: 3 clusters Score -472464.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -472466.968750 Penalty: 2724.020752
	Iteration 44Q: 3 clusters Score -472467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -472468.281250 Penalty: 2724.020752
	Iteration 45Q: 3 clusters Score -472468.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -472470.250000 Penalty: 2724.020752
	Iteration 46Q: 3 clusters Score -472470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -472471.125000 Penalty: 2724.020752
	Iteration 47Q: 3 clusters Score -472471.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -472472.656250 Penalty: 2724.020752
	Iteration 48Q: 3 clusters Score -472472.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -472474.406250 Penalty: 2724.020752
	Iteration 49Q: 3 clusters Score -472474.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -472477.125000 Penalty: 2724.020752
	Iteration 50Q: 3 clusters Score -472477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -472479.343750 Penalty: 2724.020752
	Iteration 51Q: 3 clusters Score -472479.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -472482.656250 Penalty: 2724.020752
	Iteration 52Q: 3 clusters Score -472482.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -472487.593750 Penalty: 2724.020752
	Iteration 53Q: 3 clusters Score -472487.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -472490.218750 Penalty: 2724.020752
	Iteration 54Q: 3 clusters Score -472490.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -472494.937500 Penalty: 2724.020752
	Iteration 55Q: 3 clusters Score -472494.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -472500.468750 Penalty: 2724.020752
	Iteration 56Q: 3 clusters Score -472500.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -472507.656250 Penalty: 2724.020752
	Iteration 57Q: 3 clusters Score -472507.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -472511.718750 Penalty: 2724.020752
	Iteration 58Q: 3 clusters Score -472511.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -472515.031250 Penalty: 2724.020752
	Iteration 59Q: 3 clusters Score -472515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -472516.750000 Penalty: 2724.020752
	Iteration 60F: 3 clusters Score -472516.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -472517.375000 Penalty: 2724.020752
	Iteration 61Q: 3 clusters Score -472517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -472518.406250 Penalty: 2724.020752
	Iteration 62Q: 3 clusters Score -472518.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -472518.406250 Penalty: 2724.020752
	Iteration 63F: 3 clusters Score -472518.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Entering Unmasked Estep 
Score: -4743126.500000 Penalty: 1723.393066
	Iteration 0F: 2 clusters Score -4743126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -4716131.500000 Penalty: 3446.786133
	Iteration 0F: 3 clusters Score -4716132 nChanged 18691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -4726574.000000 Penalty: 3446.786133
	Iteration 1F: 3 clusters Score -4726574 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -4726892.000000 Penalty: 3446.786133
	Iteration 2Q: 3 clusters Score -4726892 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -4727155.500000 Penalty: 3446.786133
	Iteration 3Q: 3 clusters Score -4727156 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -4727471.500000 Penalty: 3446.786133
	Iteration 4Q: 3 clusters Score -4727472 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -4727778.500000 Penalty: 3446.786133
	Iteration 5Q: 3 clusters Score -4727778 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -4728194.500000 Penalty: 3446.786133
	Iteration 6Q: 3 clusters Score -4728194 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -4728852.500000 Penalty: 3446.786133
	Iteration 7Q: 3 clusters Score -4728852 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -4729951.500000 Penalty: 3446.786133
	Iteration 8F: 3 clusters Score -4729952 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4731714.500000 Penalty: 3446.786133
	Iteration 9F: 3 clusters Score -4731714 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -4734384.000000 Penalty: 3446.786133
	Iteration 10F: 3 clusters Score -4734384 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -4737244.000000 Penalty: 3446.786133
	Iteration 11F: 3 clusters Score -4737244 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -4739583.000000 Penalty: 3446.786133
	Iteration 12F: 3 clusters Score -4739583 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -4740799.000000 Penalty: 3446.786133
	Iteration 13Q: 3 clusters Score -4740799 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -4741265.500000 Penalty: 3446.786133
	Iteration 14Q: 3 clusters Score -4741266 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -4741441.500000 Penalty: 3446.786133
	Iteration 15Q: 3 clusters Score -4741442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -4741515.000000 Penalty: 3446.786133
	Iteration 16Q: 3 clusters Score -4741515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -4741549.500000 Penalty: 3446.786133
	Iteration 17Q: 3 clusters Score -4741550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -4741574.000000 Penalty: 3446.786133
	Iteration 18Q: 3 clusters Score -4741574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -4741577.500000 Penalty: 3446.786133
	Iteration 19Q: 3 clusters Score -4741578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -4741578.000000 Penalty: 3446.786133
	Iteration 20F: 3 clusters Score -4741578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -4741585.000000 Penalty: 3446.786133
	Iteration 21Q: 3 clusters Score -4741585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -4741586.000000 Penalty: 3446.786133
	Iteration 22Q: 3 clusters Score -4741586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -4741592.000000 Penalty: 3446.786133
	Iteration 23Q: 3 clusters Score -4741592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -4741592.000000 Penalty: 3446.786133
	Iteration 24F: 3 clusters Score -4741592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Entering Unmasked Estep 
Score: -440423.781250 Penalty: 1339.832275
	Iteration 0F: 2 clusters Score -440423.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -437189.625000 Penalty: 2679.664551
	Iteration 0F: 3 clusters Score -437189.6 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -438064.000000 Penalty: 2679.664551
	Iteration 1F: 3 clusters Score -438064 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -438197.031250 Penalty: 2679.664551
	Iteration 2F: 3 clusters Score -438197 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -438288.406250 Penalty: 2679.664551
	Iteration 3Q: 3 clusters Score -438288.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -438350.468750 Penalty: 2679.664551
	Iteration 4Q: 3 clusters Score -438350.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -438405.500000 Penalty: 2679.664551
	Iteration 5Q: 3 clusters Score -438405.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -438446.625000 Penalty: 2679.664551
	Iteration 6Q: 3 clusters Score -438446.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -438478.093750 Penalty: 2679.664551
	Iteration 7Q: 3 clusters Score -438478.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -438514.843750 Penalty: 2679.664551
	Iteration 8Q: 3 clusters Score -438514.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -438544.437500 Penalty: 2679.664551
	Iteration 9Q: 3 clusters Score -438544.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -438567.187500 Penalty: 2679.664551
	Iteration 10Q: 3 clusters Score -438567.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -438593.875000 Penalty: 2679.664551
	Iteration 11Q: 3 clusters Score -438593.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -438613.937500 Penalty: 2679.664551
	Iteration 12Q: 3 clusters Score -438613.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -438635.937500 Penalty: 2679.664551
	Iteration 13Q: 3 clusters Score -438635.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -438653.593750 Penalty: 2679.664551
	Iteration 14Q: 3 clusters Score -438653.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -438676.156250 Penalty: 2679.664551
	Iteration 15Q: 3 clusters Score -438676.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -438698.125000 Penalty: 2679.664551
	Iteration 16Q: 3 clusters Score -438698.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -438728.281250 Penalty: 2679.664551
	Iteration 17Q: 3 clusters Score -438728.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -438759.125000 Penalty: 2679.664551
	Iteration 18Q: 3 clusters Score -438759.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -438789.250000 Penalty: 2679.664551
	Iteration 19Q: 3 clusters Score -438789.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -438820.000000 Penalty: 2679.664551
	Iteration 20F: 3 clusters Score -438820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -438861.062500 Penalty: 2679.664551
	Iteration 21Q: 3 clusters Score -438861.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -438913.687500 Penalty: 2679.664551
	Iteration 22Q: 3 clusters Score -438913.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -438962.093750 Penalty: 2679.664551
	Iteration 23Q: 3 clusters Score -438962.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -438996.500000 Penalty: 2679.664551
	Iteration 24Q: 3 clusters Score -438996.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -439024.156250 Penalty: 2679.664551
	Iteration 25Q: 3 clusters Score -439024.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -439047.062500 Penalty: 2679.664551
	Iteration 26Q: 3 clusters Score -439047.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -439066.062500 Penalty: 2679.664551
	Iteration 27Q: 3 clusters Score -439066.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -439078.625000 Penalty: 2679.664551
	Iteration 28Q: 3 clusters Score -439078.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -439088.281250 Penalty: 2679.664551
	Iteration 29Q: 3 clusters Score -439088.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -439093.593750 Penalty: 2679.664551
	Iteration 30Q: 3 clusters Score -439093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -439095.437500 Penalty: 2679.664551
	Iteration 31Q: 3 clusters Score -439095.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -439099.031250 Penalty: 2679.664551
	Iteration 32Q: 3 clusters Score -439099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -439100.000000 Penalty: 2679.664551
	Iteration 33Q: 3 clusters Score -439100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -439102.968750 Penalty: 2679.664551
	Iteration 34Q: 3 clusters Score -439103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -439104.812500 Penalty: 2679.664551
	Iteration 35Q: 3 clusters Score -439104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -439107.968750 Penalty: 2679.664551
	Iteration 36Q: 3 clusters Score -439108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -439108.312500 Penalty: 2679.664551
	Iteration 37Q: 3 clusters Score -439108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -439109.843750 Penalty: 2679.664551
	Iteration 38Q: 3 clusters Score -439109.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -439111.093750 Penalty: 2679.664551
	Iteration 39Q: 3 clusters Score -439111.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -439112.500000 Penalty: 2679.664551
	Iteration 40F: 3 clusters Score -439112.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -439113.218750 Penalty: 2679.664551
	Iteration 41Q: 3 clusters Score -439113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -439113.093750 Penalty: 2679.664551
	Iteration 42Q: 3 clusters Score -439113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -439114.968750 Penalty: 2679.664551
	Iteration 43Q: 3 clusters Score -439115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -439117.875000 Penalty: 2679.664551
	Iteration 44Q: 3 clusters Score -439117.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -439120.656250 Penalty: 2679.664551
	Iteration 45Q: 3 clusters Score -439120.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -439122.156250 Penalty: 2679.664551
	Iteration 46Q: 3 clusters Score -439122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -439122.156250 Penalty: 2679.664551
	Iteration 47F: 3 clusters Score -439122.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -233015.156250 Penalty: 1251.224365
	Iteration 0F: 2 clusters Score -233015.2 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 1109 members 
Entering Unmasked Estep 
Score: -230833.437500 Penalty: 2502.448730
	Iteration 0F: 3 clusters Score -230833.4 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -231572.968750 Penalty: 2502.448730
	Iteration 1F: 3 clusters Score -231573 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -232125.187500 Penalty: 2502.448730
	Iteration 2F: 3 clusters Score -232125.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -232967.375000 Penalty: 2502.448730
	Iteration 3F: 3 clusters Score -232967.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -233567.890625 Penalty: 2502.448730
	Iteration 4F: 3 clusters Score -233567.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -233763.140625 Penalty: 2502.448730
	Iteration 5F: 3 clusters Score -233763.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -233823.343750 Penalty: 2502.448730
	Iteration 6Q: 3 clusters Score -233823.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -233840.546875 Penalty: 2502.448730
	Iteration 7Q: 3 clusters Score -233840.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -233841.718750 Penalty: 2502.448730
	Iteration 8Q: 3 clusters Score -233841.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -233843.515625 Penalty: 2502.448730
	Iteration 9Q: 3 clusters Score -233843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -233844.281250 Penalty: 2502.448730
	Iteration 10Q: 3 clusters Score -233844.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -233845.609375 Penalty: 2502.448730
	Iteration 11Q: 3 clusters Score -233845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -233847.515625 Penalty: 2502.448730
	Iteration 12Q: 3 clusters Score -233847.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -233847.515625 Penalty: 2502.448730
	Iteration 13F: 3 clusters Score -233847.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 14727 members 
Mstep: Class 3 contains 14946 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 137376 members 
Mstep: Class 6 contains 158349 members 
Mstep: Class 7 contains 14980 members 
Mstep: Class 8 contains 4366 members 
Mstep: Class 9 contains 40356 members 
Mstep: Class 10 contains 3809 members 
Mstep: Class 11 contains 1746 members 
Mstep: Class 12 contains 10512 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 14 contains 46467 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 83100 members 
Mstep: Class 19 contains 88637 members 
Mstep: Class 20 contains 39335 members 
Mstep: Class 21 contains 10751 members 
Mstep: Class 22 contains 94339 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 73201 members 
Mstep: Class 26 contains 13512 members 
Mstep: Class 27 contains 35906 members 
Mstep: Class 28 contains 462 members 
Entering Unmasked Estep 
Score: -102106600.000000 Penalty: 62435.281250
Splitting cluster 11 changes total score from -102107528.000000 to -102106600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (10512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Entering Unmasked Estep 
Score: -1215945.750000 Penalty: 1504.794312
	Iteration 0F: 2 clusters Score -1215946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1208544.625000 Penalty: 3009.588623
	Iteration 0F: 3 clusters Score -1208545 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1210953.125000 Penalty: 3009.588623
	Iteration 1F: 3 clusters Score -1210953 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1211168.125000 Penalty: 3009.588623
	Iteration 2F: 3 clusters Score -1211168 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1211383.625000 Penalty: 3009.588623
	Iteration 3Q: 3 clusters Score -1211384 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1211596.750000 Penalty: 3009.588623
	Iteration 4Q: 3 clusters Score -1211597 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1211835.750000 Penalty: 3009.588623
	Iteration 5Q: 3 clusters Score -1211836 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1212143.000000 Penalty: 3009.588623
	Iteration 6Q: 3 clusters Score -1212143 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1212522.500000 Penalty: 3009.588623
	Iteration 7F: 3 clusters Score -1212522 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1212931.000000 Penalty: 3009.588623
	Iteration 8F: 3 clusters Score -1212931 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1213339.375000 Penalty: 3009.588623
	Iteration 9Q: 3 clusters Score -1213339 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1213717.750000 Penalty: 3009.588623
	Iteration 10Q: 3 clusters Score -1213718 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1213997.125000 Penalty: 3009.588623
	Iteration 11Q: 3 clusters Score -1213997 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1214196.000000 Penalty: 3009.588623
	Iteration 12Q: 3 clusters Score -1214196 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1214349.625000 Penalty: 3009.588623
	Iteration 13Q: 3 clusters Score -1214350 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1214455.500000 Penalty: 3009.588623
	Iteration 14Q: 3 clusters Score -1214456 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1214513.750000 Penalty: 3009.588623
	Iteration 15Q: 3 clusters Score -1214514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1214557.750000 Penalty: 3009.588623
	Iteration 16Q: 3 clusters Score -1214558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1214588.625000 Penalty: 3009.588623
	Iteration 17Q: 3 clusters Score -1214589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1214610.375000 Penalty: 3009.588623
	Iteration 18Q: 3 clusters Score -1214610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1214619.625000 Penalty: 3009.588623
	Iteration 19Q: 3 clusters Score -1214620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1214632.125000 Penalty: 3009.588623
	Iteration 20F: 3 clusters Score -1214632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1214639.250000 Penalty: 3009.588623
	Iteration 21Q: 3 clusters Score -1214639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1214642.625000 Penalty: 3009.588623
	Iteration 22Q: 3 clusters Score -1214643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1214650.625000 Penalty: 3009.588623
	Iteration 23Q: 3 clusters Score -1214651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1214655.125000 Penalty: 3009.588623
	Iteration 24Q: 3 clusters Score -1214655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1214658.625000 Penalty: 3009.588623
	Iteration 25Q: 3 clusters Score -1214659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1214661.375000 Penalty: 3009.588623
	Iteration 26Q: 3 clusters Score -1214661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1214661.250000 Penalty: 3009.588623
	Iteration 27Q: 3 clusters Score -1214661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1214663.875000 Penalty: 3009.588623
	Iteration 28Q: 3 clusters Score -1214664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1214664.250000 Penalty: 3009.588623
	Iteration 29Q: 3 clusters Score -1214664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1214666.875000 Penalty: 3009.588623
	Iteration 30Q: 3 clusters Score -1214667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1214666.875000 Penalty: 3009.588623
	Iteration 31F: 3 clusters Score -1214667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Entering Unmasked Estep 
Score: -360166.093750 Penalty: 1308.756714
	Iteration 0F: 2 clusters Score -360166.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -357378.625000 Penalty: 2617.513428
	Iteration 0F: 3 clusters Score -357378.6 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -358087.468750 Penalty: 2617.513428
	Iteration 1F: 3 clusters Score -358087.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -358232.125000 Penalty: 2617.513428
	Iteration 2F: 3 clusters Score -358232.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -358347.843750 Penalty: 2617.513428
	Iteration 3Q: 3 clusters Score -358347.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -358431.187500 Penalty: 2617.513428
	Iteration 4Q: 3 clusters Score -358431.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -358501.062500 Penalty: 2617.513428
	Iteration 5Q: 3 clusters Score -358501.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -358541.968750 Penalty: 2617.513428
	Iteration 6Q: 3 clusters Score -358542 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -358576.500000 Penalty: 2617.513428
	Iteration 7Q: 3 clusters Score -358576.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -358602.218750 Penalty: 2617.513428
	Iteration 8Q: 3 clusters Score -358602.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -358626.250000 Penalty: 2617.513428
	Iteration 9Q: 3 clusters Score -358626.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -358652.125000 Penalty: 2617.513428
	Iteration 10Q: 3 clusters Score -358652.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -358681.906250 Penalty: 2617.513428
	Iteration 11Q: 3 clusters Score -358681.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -358716.468750 Penalty: 2617.513428
	Iteration 12Q: 3 clusters Score -358716.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -358742.062500 Penalty: 2617.513428
	Iteration 13Q: 3 clusters Score -358742.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -358766.968750 Penalty: 2617.513428
	Iteration 14Q: 3 clusters Score -358767 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -358789.781250 Penalty: 2617.513428
	Iteration 15Q: 3 clusters Score -358789.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -358812.031250 Penalty: 2617.513428
	Iteration 16Q: 3 clusters Score -358812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -358831.343750 Penalty: 2617.513428
	Iteration 17Q: 3 clusters Score -358831.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -358852.156250 Penalty: 2617.513428
	Iteration 18Q: 3 clusters Score -358852.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -358873.937500 Penalty: 2617.513428
	Iteration 19Q: 3 clusters Score -358873.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -358898.062500 Penalty: 2617.513428
	Iteration 20F: 3 clusters Score -358898.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -358934.781250 Penalty: 2617.513428
	Iteration 21Q: 3 clusters Score -358934.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -358971.343750 Penalty: 2617.513428
	Iteration 22Q: 3 clusters Score -358971.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -359007.781250 Penalty: 2617.513428
	Iteration 23Q: 3 clusters Score -359007.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -359055.656250 Penalty: 2617.513428
	Iteration 24Q: 3 clusters Score -359055.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -359087.093750 Penalty: 2617.513428
	Iteration 25Q: 3 clusters Score -359087.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -359122.406250 Penalty: 2617.513428
	Iteration 26Q: 3 clusters Score -359122.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -359155.562500 Penalty: 2617.513428
	Iteration 27Q: 3 clusters Score -359155.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -359184.968750 Penalty: 2617.513428
	Iteration 28Q: 3 clusters Score -359185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -359210.875000 Penalty: 2617.513428
	Iteration 29Q: 3 clusters Score -359210.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -359228.156250 Penalty: 2617.513428
	Iteration 30Q: 3 clusters Score -359228.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -359254.281250 Penalty: 2617.513428
	Iteration 31Q: 3 clusters Score -359254.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -359272.437500 Penalty: 2617.513428
	Iteration 32Q: 3 clusters Score -359272.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -359292.812500 Penalty: 2617.513428
	Iteration 33Q: 3 clusters Score -359292.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -359307.437500 Penalty: 2617.513428
	Iteration 34Q: 3 clusters Score -359307.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -359318.375000 Penalty: 2617.513428
	Iteration 35Q: 3 clusters Score -359318.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -359326.156250 Penalty: 2617.513428
	Iteration 36Q: 3 clusters Score -359326.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -359333.718750 Penalty: 2617.513428
	Iteration 37Q: 3 clusters Score -359333.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -359342.781250 Penalty: 2617.513428
	Iteration 38Q: 3 clusters Score -359342.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -359353.000000 Penalty: 2617.513428
	Iteration 39Q: 3 clusters Score -359353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -359361.125000 Penalty: 2617.513428
	Iteration 40F: 3 clusters Score -359361.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -359368.437500 Penalty: 2617.513428
	Iteration 41Q: 3 clusters Score -359368.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -359374.843750 Penalty: 2617.513428
	Iteration 42Q: 3 clusters Score -359374.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -359379.968750 Penalty: 2617.513428
	Iteration 43Q: 3 clusters Score -359380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -359381.750000 Penalty: 2617.513428
	Iteration 44Q: 3 clusters Score -359381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -359381.937500 Penalty: 2617.513428
	Iteration 45Q: 3 clusters Score -359381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -359382.781250 Penalty: 2617.513428
	Iteration 46Q: 3 clusters Score -359382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -359384.750000 Penalty: 2617.513428
	Iteration 47Q: 3 clusters Score -359384.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -359386.812500 Penalty: 2617.513428
	Iteration 48Q: 3 clusters Score -359386.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -359387.968750 Penalty: 2617.513428
	Iteration 49Q: 3 clusters Score -359388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -359388.250000 Penalty: 2617.513428
	Iteration 50Q: 3 clusters Score -359388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -359388.531250 Penalty: 2617.513428
	Iteration 51Q: 3 clusters Score -359388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -359389.156250 Penalty: 2617.513428
	Iteration 52Q: 3 clusters Score -359389.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -359389.468750 Penalty: 2617.513428
	Iteration 53Q: 3 clusters Score -359389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -359389.468750 Penalty: 2617.513428
	Iteration 54F: 3 clusters Score -359389.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Entering Unmasked Estep 
Score: -5330133.500000 Penalty: 1746.305908
	Iteration 0F: 2 clusters Score -5330134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -5298841.000000 Penalty: 3492.611816
	Iteration 0F: 3 clusters Score -5298841 nChanged 21951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -5311347.500000 Penalty: 3492.611816
	Iteration 1F: 3 clusters Score -5311348 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -5311794.000000 Penalty: 3492.611816
	Iteration 2Q: 3 clusters Score -5311794 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -5312201.000000 Penalty: 3492.611816
	Iteration 3Q: 3 clusters Score -5312201 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -5312589.000000 Penalty: 3492.611816
	Iteration 4Q: 3 clusters Score -5312589 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -5312945.000000 Penalty: 3492.611816
	Iteration 5Q: 3 clusters Score -5312945 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -5313310.000000 Penalty: 3492.611816
	Iteration 6Q: 3 clusters Score -5313310 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -5313669.500000 Penalty: 3492.611816
	Iteration 7Q: 3 clusters Score -5313670 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -5314078.000000 Penalty: 3492.611816
	Iteration 8Q: 3 clusters Score -5314078 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -5314509.000000 Penalty: 3492.611816
	Iteration 9Q: 3 clusters Score -5314509 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -5315048.000000 Penalty: 3492.611816
	Iteration 10Q: 3 clusters Score -5315048 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -5315760.000000 Penalty: 3492.611816
	Iteration 11Q: 3 clusters Score -5315760 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -5316808.000000 Penalty: 3492.611816
	Iteration 12Q: 3 clusters Score -5316808 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -5318188.000000 Penalty: 3492.611816
	Iteration 13Q: 3 clusters Score -5318188 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -5319789.000000 Penalty: 3492.611816
	Iteration 14F: 3 clusters Score -5319789 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -5321469.500000 Penalty: 3492.611816
	Iteration 15F: 3 clusters Score -5321470 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -5322772.000000 Penalty: 3492.611816
	Iteration 16Q: 3 clusters Score -5322772 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -5323812.500000 Penalty: 3492.611816
	Iteration 17Q: 3 clusters Score -5323812 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -5324590.500000 Penalty: 3492.611816
	Iteration 18Q: 3 clusters Score -5324590 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -5325210.500000 Penalty: 3492.611816
	Iteration 19Q: 3 clusters Score -5325210 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -5325768.000000 Penalty: 3492.611816
	Iteration 20F: 3 clusters Score -5325768 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -5326247.500000 Penalty: 3492.611816
	Iteration 21Q: 3 clusters Score -5326248 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -5326730.000000 Penalty: 3492.611816
	Iteration 22Q: 3 clusters Score -5326730 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -5327161.000000 Penalty: 3492.611816
	Iteration 23Q: 3 clusters Score -5327161 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -5327569.000000 Penalty: 3492.611816
	Iteration 24Q: 3 clusters Score -5327569 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -5327937.500000 Penalty: 3492.611816
	Iteration 25Q: 3 clusters Score -5327938 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -5328162.500000 Penalty: 3492.611816
	Iteration 26Q: 3 clusters Score -5328162 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -5328327.500000 Penalty: 3492.611816
	Iteration 27Q: 3 clusters Score -5328328 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -5328423.000000 Penalty: 3492.611816
	Iteration 28Q: 3 clusters Score -5328423 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -5328495.500000 Penalty: 3492.611816
	Iteration 29Q: 3 clusters Score -5328496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -5328533.000000 Penalty: 3492.611816
	Iteration 30Q: 3 clusters Score -5328533 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -5328572.500000 Penalty: 3492.611816
	Iteration 31Q: 3 clusters Score -5328572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -5328592.000000 Penalty: 3492.611816
	Iteration 32Q: 3 clusters Score -5328592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -5328612.000000 Penalty: 3492.611816
	Iteration 33Q: 3 clusters Score -5328612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -5328637.500000 Penalty: 3492.611816
	Iteration 34Q: 3 clusters Score -5328638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -5328643.500000 Penalty: 3492.611816
	Iteration 35Q: 3 clusters Score -5328644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -5328644.000000 Penalty: 3492.611816
	Iteration 36Q: 3 clusters Score -5328644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -5328661.500000 Penalty: 3492.611816
	Iteration 37Q: 3 clusters Score -5328662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -5328665.500000 Penalty: 3492.611816
	Iteration 38Q: 3 clusters Score -5328666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -5328672.000000 Penalty: 3492.611816
	Iteration 39Q: 3 clusters Score -5328672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -5328675.500000 Penalty: 3492.611816
	Iteration 40F: 3 clusters Score -5328676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -5328679.500000 Penalty: 3492.611816
	Iteration 41Q: 3 clusters Score -5328680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -5328680.000000 Penalty: 3492.611816
	Iteration 42Q: 3 clusters Score -5328680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -5328688.500000 Penalty: 3492.611816
	Iteration 43Q: 3 clusters Score -5328688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -5328688.500000 Penalty: 3492.611816
	Iteration 44F: 3 clusters Score -5328688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -437547.093750 Penalty: 1338.203125
	Iteration 0F: 2 clusters Score -437547.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -434258.437500 Penalty: 2676.406250
	Iteration 0F: 3 clusters Score -434258.4 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -435106.343750 Penalty: 2676.406250
	Iteration 1F: 3 clusters Score -435106.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -435285.406250 Penalty: 2676.406250
	Iteration 2F: 3 clusters Score -435285.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -435409.156250 Penalty: 2676.406250
	Iteration 3F: 3 clusters Score -435409.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -435497.093750 Penalty: 2676.406250
	Iteration 4Q: 3 clusters Score -435497.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -435563.187500 Penalty: 2676.406250
	Iteration 5Q: 3 clusters Score -435563.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -435626.531250 Penalty: 2676.406250
	Iteration 6Q: 3 clusters Score -435626.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -435680.843750 Penalty: 2676.406250
	Iteration 7Q: 3 clusters Score -435680.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -435732.218750 Penalty: 2676.406250
	Iteration 8Q: 3 clusters Score -435732.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -435784.218750 Penalty: 2676.406250
	Iteration 9Q: 3 clusters Score -435784.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -435834.906250 Penalty: 2676.406250
	Iteration 10Q: 3 clusters Score -435834.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -435891.437500 Penalty: 2676.406250
	Iteration 11Q: 3 clusters Score -435891.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -435953.843750 Penalty: 2676.406250
	Iteration 12Q: 3 clusters Score -435953.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -436018.656250 Penalty: 2676.406250
	Iteration 13Q: 3 clusters Score -436018.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -436073.000000 Penalty: 2676.406250
	Iteration 14Q: 3 clusters Score -436073 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -436115.562500 Penalty: 2676.406250
	Iteration 15Q: 3 clusters Score -436115.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -436153.500000 Penalty: 2676.406250
	Iteration 16Q: 3 clusters Score -436153.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -436186.562500 Penalty: 2676.406250
	Iteration 17Q: 3 clusters Score -436186.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -436215.500000 Penalty: 2676.406250
	Iteration 18Q: 3 clusters Score -436215.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -436240.781250 Penalty: 2676.406250
	Iteration 19Q: 3 clusters Score -436240.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -436263.718750 Penalty: 2676.406250
	Iteration 20F: 3 clusters Score -436263.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -436283.031250 Penalty: 2676.406250
	Iteration 21Q: 3 clusters Score -436283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -436296.000000 Penalty: 2676.406250
	Iteration 22Q: 3 clusters Score -436296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -436305.468750 Penalty: 2676.406250
	Iteration 23Q: 3 clusters Score -436305.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -436311.062500 Penalty: 2676.406250
	Iteration 24Q: 3 clusters Score -436311.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -436317.718750 Penalty: 2676.406250
	Iteration 25Q: 3 clusters Score -436317.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -436321.843750 Penalty: 2676.406250
	Iteration 26Q: 3 clusters Score -436321.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -436323.500000 Penalty: 2676.406250
	Iteration 27Q: 3 clusters Score -436323.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -436326.843750 Penalty: 2676.406250
	Iteration 28Q: 3 clusters Score -436326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -436327.718750 Penalty: 2676.406250
	Iteration 29Q: 3 clusters Score -436327.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -436328.750000 Penalty: 2676.406250
	Iteration 30Q: 3 clusters Score -436328.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -436331.125000 Penalty: 2676.406250
	Iteration 31Q: 3 clusters Score -436331.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -436337.000000 Penalty: 2676.406250
	Iteration 32Q: 3 clusters Score -436337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -436341.875000 Penalty: 2676.406250
	Iteration 33Q: 3 clusters Score -436341.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -436343.562500 Penalty: 2676.406250
	Iteration 34Q: 3 clusters Score -436343.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -436345.875000 Penalty: 2676.406250
	Iteration 35Q: 3 clusters Score -436345.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -436348.812500 Penalty: 2676.406250
	Iteration 36Q: 3 clusters Score -436348.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -436350.593750 Penalty: 2676.406250
	Iteration 37Q: 3 clusters Score -436350.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -436352.750000 Penalty: 2676.406250
	Iteration 38Q: 3 clusters Score -436352.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -436357.125000 Penalty: 2676.406250
	Iteration 39Q: 3 clusters Score -436357.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -436358.218750 Penalty: 2676.406250
	Iteration 40F: 3 clusters Score -436358.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -436359.718750 Penalty: 2676.406250
	Iteration 41Q: 3 clusters Score -436359.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -436360.468750 Penalty: 2676.406250
	Iteration 42Q: 3 clusters Score -436360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -436361.312500 Penalty: 2676.406250
	Iteration 43Q: 3 clusters Score -436361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -436363.031250 Penalty: 2676.406250
	Iteration 44Q: 3 clusters Score -436363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -436363.593750 Penalty: 2676.406250
	Iteration 45Q: 3 clusters Score -436363.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -436363.593750 Penalty: 2676.406250
	Iteration 46F: 3 clusters Score -436363.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -188343.625000 Penalty: 1209.975220
	Iteration 0F: 2 clusters Score -188343.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -186447.328125 Penalty: 2419.950439
	Iteration 0F: 3 clusters Score -186447.3 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -186898.843750 Penalty: 2419.950439
	Iteration 1F: 3 clusters Score -186898.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -187014.937500 Penalty: 2419.950439
	Iteration 2F: 3 clusters Score -187014.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -187093.062500 Penalty: 2419.950439
	Iteration 3F: 3 clusters Score -187093.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -187150.093750 Penalty: 2419.950439
	Iteration 4Q: 3 clusters Score -187150.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -187221.984375 Penalty: 2419.950439
	Iteration 5Q: 3 clusters Score -187222 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -187292.593750 Penalty: 2419.950439
	Iteration 6Q: 3 clusters Score -187292.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -187360.437500 Penalty: 2419.950439
	Iteration 7Q: 3 clusters Score -187360.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -187411.531250 Penalty: 2419.950439
	Iteration 8Q: 3 clusters Score -187411.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -187449.593750 Penalty: 2419.950439
	Iteration 9Q: 3 clusters Score -187449.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -187471.296875 Penalty: 2419.950439
	Iteration 10Q: 3 clusters Score -187471.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -187482.843750 Penalty: 2419.950439
	Iteration 11Q: 3 clusters Score -187482.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -187488.031250 Penalty: 2419.950439
	Iteration 12Q: 3 clusters Score -187488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -187488.031250 Penalty: 2419.950439
	Iteration 13F: 3 clusters Score -187488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -18522.765625 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -18522.77 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 115 members 
Entering Unmasked Estep 
Score: -17900.906250 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -17900.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18016.265625 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -18016.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18040.908203 Penalty: 1731.559692
	Iteration 2Q: 3 clusters Score -18040.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18079.425781 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -18079.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18095.750000 Penalty: 1731.559692
	Iteration 4Q: 3 clusters Score -18095.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18111.152344 Penalty: 1731.559692
	Iteration 5Q: 3 clusters Score -18111.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18140.109375 Penalty: 1731.559692
	Iteration 6Q: 3 clusters Score -18140.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18149.537109 Penalty: 1731.559692
	Iteration 7Q: 3 clusters Score -18149.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18175.210938 Penalty: 1731.559692
	Iteration 8Q: 3 clusters Score -18175.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18175.210938 Penalty: 1731.559692
	Iteration 9F: 3 clusters Score -18175.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (83100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Entering Unmasked Estep 
Score: -9698321.000000 Penalty: 1840.767456
	Iteration 0F: 2 clusters Score -9698321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -9643066.000000 Penalty: 3681.534912
	Iteration 0F: 3 clusters Score -9643066 nChanged 39574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -9665763.000000 Penalty: 3681.534912
	Iteration 1F: 3 clusters Score -9665763 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -9666092.000000 Penalty: 3681.534912
	Iteration 2Q: 3 clusters Score -9666092 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -9666432.000000 Penalty: 3681.534912
	Iteration 3Q: 3 clusters Score -9666432 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -9666771.000000 Penalty: 3681.534912
	Iteration 4Q: 3 clusters Score -9666771 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -9667127.000000 Penalty: 3681.534912
	Iteration 5Q: 3 clusters Score -9667127 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -9667646.000000 Penalty: 3681.534912
	Iteration 6Q: 3 clusters Score -9667646 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -9668308.000000 Penalty: 3681.534912
	Iteration 7Q: 3 clusters Score -9668308 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -9669433.000000 Penalty: 3681.534912
	Iteration 8Q: 3 clusters Score -9669433 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -9671452.000000 Penalty: 3681.534912
	Iteration 9Q: 3 clusters Score -9671452 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -9675028.000000 Penalty: 3681.534912
	Iteration 10F: 3 clusters Score -9675028 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -9680754.000000 Penalty: 3681.534912
	Iteration 11F: 3 clusters Score -9680754 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -9687566.000000 Penalty: 3681.534912
	Iteration 12F: 3 clusters Score -9687566 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -9692795.000000 Penalty: 3681.534912
	Iteration 13F: 3 clusters Score -9692795 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -9695410.000000 Penalty: 3681.534912
	Iteration 14Q: 3 clusters Score -9695410 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -9696269.000000 Penalty: 3681.534912
	Iteration 15Q: 3 clusters Score -9696269 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 82855 members 
Entering Unmasked Estep 
Score: -9696500.000000 Penalty: 3681.534912
	Iteration 16Q: 3 clusters Score -9696500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -9696590.000000 Penalty: 3681.534912
	Iteration 17Q: 3 clusters Score -9696590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -9696623.000000 Penalty: 3681.534912
	Iteration 18Q: 3 clusters Score -9696623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 82951 members 
Entering Unmasked Estep 
Score: -9696634.000000 Penalty: 3681.534912
	Iteration 19Q: 3 clusters Score -9696634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -9696647.000000 Penalty: 3681.534912
	Iteration 20F: 3 clusters Score -9696647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
Score: -9696651.000000 Penalty: 3681.534912
	Iteration 21Q: 3 clusters Score -9696651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -9696656.000000 Penalty: 3681.534912
	Iteration 22Q: 3 clusters Score -9696656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -9696663.000000 Penalty: 3681.534912
	Iteration 23Q: 3 clusters Score -9696663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 82966 members 
Entering Unmasked Estep 
Score: -9696660.000000 Penalty: 3681.534912
	Iteration 24Q: 3 clusters Score -9696660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 82966 members 
Entering Unmasked Estep 
Score: -9696660.000000 Penalty: 3681.534912
	Iteration 25F: 3 clusters Score -9696660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (88637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88637 members 
Entering Unmasked Estep 
Score: -10236777.000000 Penalty: 1851.249512
	Iteration 0F: 2 clusters Score -1.023678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -10178438.000000 Penalty: 3702.499023
	Iteration 0F: 3 clusters Score -1.017844e+07 nChanged 42348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -10202696.000000 Penalty: 3702.499023
	Iteration 1F: 3 clusters Score -1.02027e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -10203252.000000 Penalty: 3702.499023
	Iteration 2Q: 3 clusters Score -1.020325e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -10203868.000000 Penalty: 3702.499023
	Iteration 3Q: 3 clusters Score -1.020387e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -10204580.000000 Penalty: 3702.499023
	Iteration 4Q: 3 clusters Score -1.020458e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -10205376.000000 Penalty: 3702.499023
	Iteration 5Q: 3 clusters Score -1.020538e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -10206593.000000 Penalty: 3702.499023
	Iteration 6Q: 3 clusters Score -1.020659e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -10208500.000000 Penalty: 3702.499023
	Iteration 7Q: 3 clusters Score -1.02085e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -10211756.000000 Penalty: 3702.499023
	Iteration 8F: 3 clusters Score -1.021176e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -10216495.000000 Penalty: 3702.499023
	Iteration 9F: 3 clusters Score -1.02165e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -10222382.000000 Penalty: 3702.499023
	Iteration 10F: 3 clusters Score -1.022238e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -10227766.000000 Penalty: 3702.499023
	Iteration 11F: 3 clusters Score -1.022777e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
Score: -10231470.000000 Penalty: 3702.499023
	Iteration 12Q: 3 clusters Score -1.023147e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -10233470.000000 Penalty: 3702.499023
	Iteration 13Q: 3 clusters Score -1.023347e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -10234361.000000 Penalty: 3702.499023
	Iteration 14Q: 3 clusters Score -1.023436e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 88228 members 
Entering Unmasked Estep 
Score: -10234801.000000 Penalty: 3702.499023
	Iteration 15Q: 3 clusters Score -1.02348e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -10234955.000000 Penalty: 3702.499023
	Iteration 16Q: 3 clusters Score -1.023496e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 88439 members 
Entering Unmasked Estep 
Score: -10235037.000000 Penalty: 3702.499023
	Iteration 17Q: 3 clusters Score -1.023504e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 88461 members 
Entering Unmasked Estep 
Score: -10235081.000000 Penalty: 3702.499023
	Iteration 18Q: 3 clusters Score -1.023508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 88478 members 
Entering Unmasked Estep 
Score: -10235113.000000 Penalty: 3702.499023
	Iteration 19Q: 3 clusters Score -1.023511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -10235122.000000 Penalty: 3702.499023
	Iteration 20F: 3 clusters Score -1.023512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -10235154.000000 Penalty: 3702.499023
	Iteration 21Q: 3 clusters Score -1.023515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -10235151.000000 Penalty: 3702.499023
	Iteration 22Q: 3 clusters Score -1.023515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 88498 members 
Entering Unmasked Estep 
Score: -10235154.000000 Penalty: 3702.499023
	Iteration 23Q: 3 clusters Score -1.023515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 88498 members 
Entering Unmasked Estep 
Score: -10235154.000000 Penalty: 3702.499023
	Iteration 24F: 3 clusters Score -1.023515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Entering Unmasked Estep 
Score: -4360692.500000 Penalty: 1719.228882
	Iteration 0F: 2 clusters Score -4360692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -4334528.000000 Penalty: 3438.457764
	Iteration 0F: 3 clusters Score -4334528 nChanged 18191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -4344635.000000 Penalty: 3438.457764
	Iteration 1F: 3 clusters Score -4344635 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -4345024.500000 Penalty: 3438.457764
	Iteration 2Q: 3 clusters Score -4345024 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -4345396.500000 Penalty: 3438.457764
	Iteration 3Q: 3 clusters Score -4345396 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -4345769.500000 Penalty: 3438.457764
	Iteration 4Q: 3 clusters Score -4345770 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -4346166.500000 Penalty: 3438.457764
	Iteration 5Q: 3 clusters Score -4346166 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -4346637.000000 Penalty: 3438.457764
	Iteration 6Q: 3 clusters Score -4346637 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -4347278.500000 Penalty: 3438.457764
	Iteration 7Q: 3 clusters Score -4347278 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -4348210.000000 Penalty: 3438.457764
	Iteration 8Q: 3 clusters Score -4348210 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -4349489.000000 Penalty: 3438.457764
	Iteration 9F: 3 clusters Score -4349489 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -4351249.500000 Penalty: 3438.457764
	Iteration 10F: 3 clusters Score -4351250 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4353297.000000 Penalty: 3438.457764
	Iteration 11F: 3 clusters Score -4353297 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -4355277.500000 Penalty: 3438.457764
	Iteration 12F: 3 clusters Score -4355278 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -4356675.500000 Penalty: 3438.457764
	Iteration 13Q: 3 clusters Score -4356676 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4357578.000000 Penalty: 3438.457764
	Iteration 14Q: 3 clusters Score -4357578 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -4358171.500000 Penalty: 3438.457764
	Iteration 15Q: 3 clusters Score -4358172 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -4358573.500000 Penalty: 3438.457764
	Iteration 16Q: 3 clusters Score -4358574 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -4358850.000000 Penalty: 3438.457764
	Iteration 17Q: 3 clusters Score -4358850 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -4358995.500000 Penalty: 3438.457764
	Iteration 18Q: 3 clusters Score -4358996 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -4359101.000000 Penalty: 3438.457764
	Iteration 19Q: 3 clusters Score -4359101 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -4359172.000000 Penalty: 3438.457764
	Iteration 20F: 3 clusters Score -4359172 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -4359231.000000 Penalty: 3438.457764
	Iteration 21Q: 3 clusters Score -4359231 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -4359281.500000 Penalty: 3438.457764
	Iteration 22Q: 3 clusters Score -4359282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -4359301.500000 Penalty: 3438.457764
	Iteration 23Q: 3 clusters Score -4359302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -4359308.500000 Penalty: 3438.457764
	Iteration 24Q: 3 clusters Score -4359308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -4359340.000000 Penalty: 3438.457764
	Iteration 25Q: 3 clusters Score -4359340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -4359348.000000 Penalty: 3438.457764
	Iteration 26Q: 3 clusters Score -4359348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -4359354.000000 Penalty: 3438.457764
	Iteration 27Q: 3 clusters Score -4359354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -4359365.000000 Penalty: 3438.457764
	Iteration 28Q: 3 clusters Score -4359365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -4359373.000000 Penalty: 3438.457764
	Iteration 29Q: 3 clusters Score -4359373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -4359378.000000 Penalty: 3438.457764
	Iteration 30Q: 3 clusters Score -4359378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -4359380.000000 Penalty: 3438.457764
	Iteration 31Q: 3 clusters Score -4359380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -4359377.000000 Penalty: 3438.457764
	Iteration 32Q: 3 clusters Score -4359377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -4359378.000000 Penalty: 3438.457764
	Iteration 33Q: 3 clusters Score -4359378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -4359384.500000 Penalty: 3438.457764
	Iteration 34Q: 3 clusters Score -4359384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -4359385.000000 Penalty: 3438.457764
	Iteration 35Q: 3 clusters Score -4359385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -4359382.000000 Penalty: 3438.457764
	Iteration 36Q: 3 clusters Score -4359382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -4359382.000000 Penalty: 3438.457764
	Iteration 37F: 3 clusters Score -4359382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Entering Unmasked Estep 
Score: -1238478.250000 Penalty: 1508.447510
	Iteration 0F: 2 clusters Score -1238478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1230919.625000 Penalty: 3016.895020
	Iteration 0F: 3 clusters Score -1230920 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1233429.750000 Penalty: 3016.895020
	Iteration 1F: 3 clusters Score -1233430 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1233864.500000 Penalty: 3016.895020
	Iteration 2F: 3 clusters Score -1233864 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1234443.250000 Penalty: 3016.895020
	Iteration 3F: 3 clusters Score -1234443 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1235234.250000 Penalty: 3016.895020
	Iteration 4F: 3 clusters Score -1235234 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1236066.375000 Penalty: 3016.895020
	Iteration 5F: 3 clusters Score -1236066 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1236825.500000 Penalty: 3016.895020
	Iteration 6F: 3 clusters Score -1236826 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1237485.250000 Penalty: 3016.895020
	Iteration 7Q: 3 clusters Score -1237485 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1237884.750000 Penalty: 3016.895020
	Iteration 8Q: 3 clusters Score -1237885 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1238018.625000 Penalty: 3016.895020
	Iteration 9Q: 3 clusters Score -1238019 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1238072.375000 Penalty: 3016.895020
	Iteration 10Q: 3 clusters Score -1238072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1238099.125000 Penalty: 3016.895020
	Iteration 11Q: 3 clusters Score -1238099 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1238126.875000 Penalty: 3016.895020
	Iteration 12Q: 3 clusters Score -1238127 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1238146.375000 Penalty: 3016.895020
	Iteration 13Q: 3 clusters Score -1238146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1238156.500000 Penalty: 3016.895020
	Iteration 14Q: 3 clusters Score -1238156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1238164.625000 Penalty: 3016.895020
	Iteration 15Q: 3 clusters Score -1238165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1238167.750000 Penalty: 3016.895020
	Iteration 16Q: 3 clusters Score -1238168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1238170.375000 Penalty: 3016.895020
	Iteration 17Q: 3 clusters Score -1238170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1238172.000000 Penalty: 3016.895020
	Iteration 18Q: 3 clusters Score -1238172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1238171.500000 Penalty: 3016.895020
	Iteration 19Q: 3 clusters Score -1238172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1238175.125000 Penalty: 3016.895020
	Iteration 20F: 3 clusters Score -1238175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1238175.250000 Penalty: 3016.895020
	Iteration 21Q: 3 clusters Score -1238175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1238174.250000 Penalty: 3016.895020
	Iteration 22Q: 3 clusters Score -1238174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1238175.500000 Penalty: 3016.895020
	Iteration 23Q: 3 clusters Score -1238176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1238176.625000 Penalty: 3016.895020
	Iteration 24Q: 3 clusters Score -1238177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1238176.875000 Penalty: 3016.895020
	Iteration 25Q: 3 clusters Score -1238177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1238175.625000 Penalty: 3016.895020
	Iteration 26Q: 3 clusters Score -1238176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1238176.625000 Penalty: 3016.895020
	Iteration 27Q: 3 clusters Score -1238177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1238177.625000 Penalty: 3016.895020
	Iteration 28Q: 3 clusters Score -1238178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1238177.625000 Penalty: 3016.895020
	Iteration 29F: 3 clusters Score -1238178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (94339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Entering Unmasked Estep 
Score: -10993838.000000 Penalty: 1861.380615
	Iteration 0F: 2 clusters Score -1.099384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -10932303.000000 Penalty: 3722.761230
	Iteration 0F: 3 clusters Score -1.09323e+07 nChanged 45180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -10958262.000000 Penalty: 3722.761230
	Iteration 1F: 3 clusters Score -1.095826e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -10958766.000000 Penalty: 3722.761230
	Iteration 2Q: 3 clusters Score -1.095877e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -10959323.000000 Penalty: 3722.761230
	Iteration 3Q: 3 clusters Score -1.095932e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -10960023.000000 Penalty: 3722.761230
	Iteration 4Q: 3 clusters Score -1.096002e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -10961296.000000 Penalty: 3722.761230
	Iteration 5Q: 3 clusters Score -1.09613e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -10963445.000000 Penalty: 3722.761230
	Iteration 6Q: 3 clusters Score -1.096344e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -10967417.000000 Penalty: 3722.761230
	Iteration 7F: 3 clusters Score -1.096742e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -10973992.000000 Penalty: 3722.761230
	Iteration 8F: 3 clusters Score -1.097399e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -10981471.000000 Penalty: 3722.761230
	Iteration 9F: 3 clusters Score -1.098147e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -10987398.000000 Penalty: 3722.761230
	Iteration 10F: 3 clusters Score -1.09874e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92427 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10990431.000000 Penalty: 3722.761230
	Iteration 11Q: 3 clusters Score -1.099043e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93727 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -10991627.000000 Penalty: 3722.761230
	Iteration 12Q: 3 clusters Score -1.099163e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10991988.000000 Penalty: 3722.761230
	Iteration 13Q: 3 clusters Score -1.099199e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10992102.000000 Penalty: 3722.761230
	Iteration 14Q: 3 clusters Score -1.09921e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10992149.000000 Penalty: 3722.761230
	Iteration 15Q: 3 clusters Score -1.099215e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94191 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10992182.000000 Penalty: 3722.761230
	Iteration 16Q: 3 clusters Score -1.099218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10992207.000000 Penalty: 3722.761230
	Iteration 17Q: 3 clusters Score -1.099221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10992209.000000 Penalty: 3722.761230
	Iteration 18Q: 3 clusters Score -1.099221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94206 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10992221.000000 Penalty: 3722.761230
	Iteration 19Q: 3 clusters Score -1.099222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10992231.000000 Penalty: 3722.761230
	Iteration 20F: 3 clusters Score -1.099223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10992219.000000 Penalty: 3722.761230
	Iteration 21Q: 3 clusters Score -1.099222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10992229.000000 Penalty: 3722.761230
	Iteration 22Q: 3 clusters Score -1.099223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10992231.000000 Penalty: 3722.761230
	Iteration 23Q: 3 clusters Score -1.099223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10992233.000000 Penalty: 3722.761230
	Iteration 24Q: 3 clusters Score -1.099223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10992235.000000 Penalty: 3722.761230
	Iteration 25Q: 3 clusters Score -1.099224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10992240.000000 Penalty: 3722.761230
	Iteration 26Q: 3 clusters Score -1.099224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10992240.000000 Penalty: 3722.761230
	Iteration 27F: 3 clusters Score -1.099224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -386005.781250 Penalty: 1321.278076
	Iteration 0F: 2 clusters Score -386005.8 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 1733 members 
Entering Unmasked Estep 
Score: -383048.000000 Penalty: 2642.556152
	Iteration 0F: 3 clusters Score -383048 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -383798.906250 Penalty: 2642.556152
	Iteration 1F: 3 clusters Score -383798.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -383968.500000 Penalty: 2642.556152
	Iteration 2F: 3 clusters Score -383968.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -384107.562500 Penalty: 2642.556152
	Iteration 3F: 3 clusters Score -384107.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -384235.718750 Penalty: 2642.556152
	Iteration 4F: 3 clusters Score -384235.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -384348.093750 Penalty: 2642.556152
	Iteration 5Q: 3 clusters Score -384348.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -384427.093750 Penalty: 2642.556152
	Iteration 6Q: 3 clusters Score -384427.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -384475.781250 Penalty: 2642.556152
	Iteration 7Q: 3 clusters Score -384475.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -384529.156250 Penalty: 2642.556152
	Iteration 8Q: 3 clusters Score -384529.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -384580.687500 Penalty: 2642.556152
	Iteration 9Q: 3 clusters Score -384580.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -384624.281250 Penalty: 2642.556152
	Iteration 10Q: 3 clusters Score -384624.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -384670.375000 Penalty: 2642.556152
	Iteration 11Q: 3 clusters Score -384670.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -384703.812500 Penalty: 2642.556152
	Iteration 12Q: 3 clusters Score -384703.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -384721.500000 Penalty: 2642.556152
	Iteration 13Q: 3 clusters Score -384721.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -384739.937500 Penalty: 2642.556152
	Iteration 14Q: 3 clusters Score -384739.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -384756.812500 Penalty: 2642.556152
	Iteration 15Q: 3 clusters Score -384756.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -384773.312500 Penalty: 2642.556152
	Iteration 16Q: 3 clusters Score -384773.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -384788.218750 Penalty: 2642.556152
	Iteration 17Q: 3 clusters Score -384788.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -384802.906250 Penalty: 2642.556152
	Iteration 18Q: 3 clusters Score -384802.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -384807.500000 Penalty: 2642.556152
	Iteration 19Q: 3 clusters Score -384807.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -384809.781250 Penalty: 2642.556152
	Iteration 20F: 3 clusters Score -384809.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -384814.312500 Penalty: 2642.556152
	Iteration 21Q: 3 clusters Score -384814.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -384817.125000 Penalty: 2642.556152
	Iteration 22Q: 3 clusters Score -384817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -384820.750000 Penalty: 2642.556152
	Iteration 23Q: 3 clusters Score -384820.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -384825.031250 Penalty: 2642.556152
	Iteration 24Q: 3 clusters Score -384825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -384832.250000 Penalty: 2642.556152
	Iteration 25Q: 3 clusters Score -384832.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -384840.062500 Penalty: 2642.556152
	Iteration 26Q: 3 clusters Score -384840.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -384846.500000 Penalty: 2642.556152
	Iteration 27Q: 3 clusters Score -384846.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -384852.875000 Penalty: 2642.556152
	Iteration 28Q: 3 clusters Score -384852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -384857.687500 Penalty: 2642.556152
	Iteration 29Q: 3 clusters Score -384857.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -384858.843750 Penalty: 2642.556152
	Iteration 30Q: 3 clusters Score -384858.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -384861.062500 Penalty: 2642.556152
	Iteration 31Q: 3 clusters Score -384861.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -384865.812500 Penalty: 2642.556152
	Iteration 32Q: 3 clusters Score -384865.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -384871.062500 Penalty: 2642.556152
	Iteration 33Q: 3 clusters Score -384871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -384872.906250 Penalty: 2642.556152
	Iteration 34Q: 3 clusters Score -384872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -384877.125000 Penalty: 2642.556152
	Iteration 35Q: 3 clusters Score -384877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -384880.343750 Penalty: 2642.556152
	Iteration 36Q: 3 clusters Score -384880.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -384887.250000 Penalty: 2642.556152
	Iteration 37Q: 3 clusters Score -384887.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -384894.062500 Penalty: 2642.556152
	Iteration 38Q: 3 clusters Score -384894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -384896.218750 Penalty: 2642.556152
	Iteration 39Q: 3 clusters Score -384896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -384900.718750 Penalty: 2642.556152
	Iteration 40F: 3 clusters Score -384900.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -384905.031250 Penalty: 2642.556152
	Iteration 41Q: 3 clusters Score -384905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -384907.781250 Penalty: 2642.556152
	Iteration 42Q: 3 clusters Score -384907.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -384913.031250 Penalty: 2642.556152
	Iteration 43Q: 3 clusters Score -384913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -384915.437500 Penalty: 2642.556152
	Iteration 44Q: 3 clusters Score -384915.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -384915.437500 Penalty: 2642.556152
	Iteration 45F: 3 clusters Score -384915.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -100293.296875 Penalty: 1116.552368
	Iteration 0F: 2 clusters Score -100293.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -98869.820312 Penalty: 2233.104736
	Iteration 0F: 3 clusters Score -98869.82 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99127.914062 Penalty: 2233.104736
	Iteration 1F: 3 clusters Score -99127.91 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -99242.445312 Penalty: 2233.104736
	Iteration 2F: 3 clusters Score -99242.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -99298.671875 Penalty: 2233.104736
	Iteration 3Q: 3 clusters Score -99298.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99339.718750 Penalty: 2233.104736
	Iteration 4Q: 3 clusters Score -99339.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99373.523438 Penalty: 2233.104736
	Iteration 5Q: 3 clusters Score -99373.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -99393.187500 Penalty: 2233.104736
	Iteration 6Q: 3 clusters Score -99393.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99413.851562 Penalty: 2233.104736
	Iteration 7Q: 3 clusters Score -99413.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -99461.343750 Penalty: 2233.104736
	Iteration 8Q: 3 clusters Score -99461.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -99497.078125 Penalty: 2233.104736
	Iteration 9Q: 3 clusters Score -99497.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -99527.359375 Penalty: 2233.104736
	Iteration 10Q: 3 clusters Score -99527.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -99550.265625 Penalty: 2233.104736
	Iteration 11Q: 3 clusters Score -99550.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99564.078125 Penalty: 2233.104736
	Iteration 12Q: 3 clusters Score -99564.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -99572.546875 Penalty: 2233.104736
	Iteration 13Q: 3 clusters Score -99572.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99577.460938 Penalty: 2233.104736
	Iteration 14Q: 3 clusters Score -99577.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99583.914062 Penalty: 2233.104736
	Iteration 15Q: 3 clusters Score -99583.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -99590.617188 Penalty: 2233.104736
	Iteration 16Q: 3 clusters Score -99590.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -99594.750000 Penalty: 2233.104736
	Iteration 17Q: 3 clusters Score -99594.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -99597.515625 Penalty: 2233.104736
	Iteration 18Q: 3 clusters Score -99597.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -99600.367188 Penalty: 2233.104736
	Iteration 19Q: 3 clusters Score -99600.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99601.515625 Penalty: 2233.104736
	Iteration 20F: 3 clusters Score -99601.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99605.765625 Penalty: 2233.104736
	Iteration 21Q: 3 clusters Score -99605.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -99610.867188 Penalty: 2233.104736
	Iteration 22Q: 3 clusters Score -99610.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -99613.359375 Penalty: 2233.104736
	Iteration 23Q: 3 clusters Score -99613.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99617.382812 Penalty: 2233.104736
	Iteration 24Q: 3 clusters Score -99617.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -99619.843750 Penalty: 2233.104736
	Iteration 25Q: 3 clusters Score -99619.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99621.953125 Penalty: 2233.104736
	Iteration 26Q: 3 clusters Score -99621.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -99625.304688 Penalty: 2233.104736
	Iteration 27Q: 3 clusters Score -99625.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -99627.687500 Penalty: 2233.104736
	Iteration 28Q: 3 clusters Score -99627.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -99629.765625 Penalty: 2233.104736
	Iteration 29Q: 3 clusters Score -99629.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -99632.156250 Penalty: 2233.104736
	Iteration 30Q: 3 clusters Score -99632.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99634.898438 Penalty: 2233.104736
	Iteration 31Q: 3 clusters Score -99634.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -99636.187500 Penalty: 2233.104736
	Iteration 32Q: 3 clusters Score -99636.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -99636.710938 Penalty: 2233.104736
	Iteration 33Q: 3 clusters Score -99636.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -99636.710938 Penalty: 2233.104736
	Iteration 34F: 3 clusters Score -99636.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (73201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73201 members 
Entering Unmasked Estep 
Score: -8486595.000000 Penalty: 1820.156616
	Iteration 0F: 2 clusters Score -8486595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -8437823.000000 Penalty: 3640.313232
	Iteration 0F: 3 clusters Score -8437823 nChanged 34722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -8457471.000000 Penalty: 3640.313232
	Iteration 1F: 3 clusters Score -8457471 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -8457835.000000 Penalty: 3640.313232
	Iteration 2Q: 3 clusters Score -8457835 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -8458091.000000 Penalty: 3640.313232
	Iteration 3Q: 3 clusters Score -8458091 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -8458449.000000 Penalty: 3640.313232
	Iteration 4Q: 3 clusters Score -8458449 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -8458675.000000 Penalty: 3640.313232
	Iteration 5Q: 3 clusters Score -8458675 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -8458856.000000 Penalty: 3640.313232
	Iteration 6Q: 3 clusters Score -8458856 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -8459143.000000 Penalty: 3640.313232
	Iteration 7Q: 3 clusters Score -8459143 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -8459429.000000 Penalty: 3640.313232
	Iteration 8Q: 3 clusters Score -8459429 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -8459783.000000 Penalty: 3640.313232
	Iteration 9Q: 3 clusters Score -8459783 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -8460185.000000 Penalty: 3640.313232
	Iteration 10Q: 3 clusters Score -8460185 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -8460824.000000 Penalty: 3640.313232
	Iteration 11Q: 3 clusters Score -8460824 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -8461927.000000 Penalty: 3640.313232
	Iteration 12Q: 3 clusters Score -8461927 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -8463916.000000 Penalty: 3640.313232
	Iteration 13Q: 3 clusters Score -8463916 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -8466906.000000 Penalty: 3640.313232
	Iteration 14F: 3 clusters Score -8466906 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -8469693.000000 Penalty: 3640.313232
	Iteration 15F: 3 clusters Score -8469693 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -8471052.000000 Penalty: 3640.313232
	Iteration 16Q: 3 clusters Score -8471052 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -8471485.000000 Penalty: 3640.313232
	Iteration 17Q: 3 clusters Score -8471485 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -8471580.000000 Penalty: 3640.313232
	Iteration 18Q: 3 clusters Score -8471580 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -8471646.000000 Penalty: 3640.313232
	Iteration 19Q: 3 clusters Score -8471646 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -8471682.000000 Penalty: 3640.313232
	Iteration 20F: 3 clusters Score -8471682 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -8471727.000000 Penalty: 3640.313232
	Iteration 21Q: 3 clusters Score -8471727 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -8471853.000000 Penalty: 3640.313232
	Iteration 22Q: 3 clusters Score -8471853 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -8471917.000000 Penalty: 3640.313232
	Iteration 23Q: 3 clusters Score -8471917 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -8472001.000000 Penalty: 3640.313232
	Iteration 24Q: 3 clusters Score -8472001 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -8472189.000000 Penalty: 3640.313232
	Iteration 25Q: 3 clusters Score -8472189 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -8472393.000000 Penalty: 3640.313232
	Iteration 26Q: 3 clusters Score -8472393 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -8472572.000000 Penalty: 3640.313232
	Iteration 27Q: 3 clusters Score -8472572 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -8472760.000000 Penalty: 3640.313232
	Iteration 28Q: 3 clusters Score -8472760 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -8473089.000000 Penalty: 3640.313232
	Iteration 29Q: 3 clusters Score -8473089 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -8473441.000000 Penalty: 3640.313232
	Iteration 30Q: 3 clusters Score -8473441 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -8473898.000000 Penalty: 3640.313232
	Iteration 31Q: 3 clusters Score -8473898 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -8474509.000000 Penalty: 3640.313232
	Iteration 32Q: 3 clusters Score -8474509 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -8475154.000000 Penalty: 3640.313232
	Iteration 33Q: 3 clusters Score -8475154 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -8476032.000000 Penalty: 3640.313232
	Iteration 34Q: 3 clusters Score -8476032 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -8476929.000000 Penalty: 3640.313232
	Iteration 35Q: 3 clusters Score -8476929 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -8477835.000000 Penalty: 3640.313232
	Iteration 36Q: 3 clusters Score -8477835 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -8478657.000000 Penalty: 3640.313232
	Iteration 37Q: 3 clusters Score -8478657 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -8479377.000000 Penalty: 3640.313232
	Iteration 38Q: 3 clusters Score -8479377 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -8480043.000000 Penalty: 3640.313232
	Iteration 39Q: 3 clusters Score -8480043 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -8480720.000000 Penalty: 3640.313232
	Iteration 40F: 3 clusters Score -8480720 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -8481274.000000 Penalty: 3640.313232
	Iteration 41Q: 3 clusters Score -8481274 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -8481692.000000 Penalty: 3640.313232
	Iteration 42Q: 3 clusters Score -8481692 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -8482094.000000 Penalty: 3640.313232
	Iteration 43Q: 3 clusters Score -8482094 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -8482434.000000 Penalty: 3640.313232
	Iteration 44Q: 3 clusters Score -8482434 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -8482732.000000 Penalty: 3640.313232
	Iteration 45Q: 3 clusters Score -8482732 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -8482961.000000 Penalty: 3640.313232
	Iteration 46Q: 3 clusters Score -8482961 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -8483184.000000 Penalty: 3640.313232
	Iteration 47Q: 3 clusters Score -8483184 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -8483393.000000 Penalty: 3640.313232
	Iteration 48Q: 3 clusters Score -8483393 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -8483565.000000 Penalty: 3640.313232
	Iteration 49Q: 3 clusters Score -8483565 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -8483714.000000 Penalty: 3640.313232
	Iteration 50Q: 3 clusters Score -8483714 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -8483877.000000 Penalty: 3640.313232
	Iteration 51Q: 3 clusters Score -8483877 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 68276 members 
Entering Unmasked Estep 
Score: -8483972.000000 Penalty: 3640.313232
	Iteration 52Q: 3 clusters Score -8483972 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -8484088.000000 Penalty: 3640.313232
	Iteration 53Q: 3 clusters Score -8484088 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -8484187.000000 Penalty: 3640.313232
	Iteration 54Q: 3 clusters Score -8484187 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -8484286.000000 Penalty: 3640.313232
	Iteration 55Q: 3 clusters Score -8484286 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -8484368.000000 Penalty: 3640.313232
	Iteration 56Q: 3 clusters Score -8484368 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -8484432.000000 Penalty: 3640.313232
	Iteration 57Q: 3 clusters Score -8484432 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -8484512.000000 Penalty: 3640.313232
	Iteration 58Q: 3 clusters Score -8484512 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 70192 members 
Entering Unmasked Estep 
Score: -8484564.000000 Penalty: 3640.313232
	Iteration 59Q: 3 clusters Score -8484564 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
Score: -8484602.000000 Penalty: 3640.313232
	Iteration 60F: 3 clusters Score -8484602 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 70539 members 
Entering Unmasked Estep 
Score: -8484632.000000 Penalty: 3640.313232
	Iteration 61Q: 3 clusters Score -8484632 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -8484671.000000 Penalty: 3640.313232
	Iteration 62Q: 3 clusters Score -8484671 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -8484699.000000 Penalty: 3640.313232
	Iteration 63Q: 3 clusters Score -8484699 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 70917 members 
Entering Unmasked Estep 
Score: -8484744.000000 Penalty: 3640.313232
	Iteration 64Q: 3 clusters Score -8484744 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -8484767.000000 Penalty: 3640.313232
	Iteration 65Q: 3 clusters Score -8484767 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -8484784.000000 Penalty: 3640.313232
	Iteration 66Q: 3 clusters Score -8484784 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -8484792.000000 Penalty: 3640.313232
	Iteration 67Q: 3 clusters Score -8484792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 71216 members 
Entering Unmasked Estep 
Score: -8484823.000000 Penalty: 3640.313232
	Iteration 68Q: 3 clusters Score -8484823 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
Score: -8484833.000000 Penalty: 3640.313232
	Iteration 69Q: 3 clusters Score -8484833 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 71349 members 
Entering Unmasked Estep 
Score: -8484858.000000 Penalty: 3640.313232
	Iteration 70Q: 3 clusters Score -8484858 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -8484876.000000 Penalty: 3640.313232
	Iteration 71Q: 3 clusters Score -8484876 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 71483 members 
Entering Unmasked Estep 
Score: -8484887.000000 Penalty: 3640.313232
	Iteration 72Q: 3 clusters Score -8484887 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -8484929.000000 Penalty: 3640.313232
	Iteration 73Q: 3 clusters Score -8484929 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 71612 members 
Entering Unmasked Estep 
Score: -8484945.000000 Penalty: 3640.313232
	Iteration 74Q: 3 clusters Score -8484945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -8484961.000000 Penalty: 3640.313232
	Iteration 75Q: 3 clusters Score -8484961 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 71703 members 
Entering Unmasked Estep 
Score: -8484981.000000 Penalty: 3640.313232
	Iteration 76Q: 3 clusters Score -8484981 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -8485010.000000 Penalty: 3640.313232
	Iteration 77Q: 3 clusters Score -8485010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 71842 members 
Entering Unmasked Estep 
Score: -8485030.000000 Penalty: 3640.313232
	Iteration 78Q: 3 clusters Score -8485030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 71890 members 
Entering Unmasked Estep 
Score: -8485058.000000 Penalty: 3640.313232
	Iteration 79Q: 3 clusters Score -8485058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -8485060.000000 Penalty: 3640.313232
	Iteration 80F: 3 clusters Score -8485060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 71979 members 
Entering Unmasked Estep 
Score: -8485083.000000 Penalty: 3640.313232
	Iteration 81Q: 3 clusters Score -8485083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
Score: -8485093.000000 Penalty: 3640.313232
	Iteration 82Q: 3 clusters Score -8485093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -8485100.000000 Penalty: 3640.313232
	Iteration 83Q: 3 clusters Score -8485100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -8485101.000000 Penalty: 3640.313232
	Iteration 84Q: 3 clusters Score -8485101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -8485107.000000 Penalty: 3640.313232
	Iteration 85Q: 3 clusters Score -8485107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -8485115.000000 Penalty: 3640.313232
	Iteration 86Q: 3 clusters Score -8485115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -8485125.000000 Penalty: 3640.313232
	Iteration 87Q: 3 clusters Score -8485125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 72096 members 
Entering Unmasked Estep 
Score: -8485125.000000 Penalty: 3640.313232
	Iteration 88Q: 3 clusters Score -8485125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 72105 members 
Entering Unmasked Estep 
Score: -8485129.000000 Penalty: 3640.313232
	Iteration 89Q: 3 clusters Score -8485129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 72110 members 
Entering Unmasked Estep 
Score: -8485125.000000 Penalty: 3640.313232
	Iteration 90Q: 3 clusters Score -8485125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 72120 members 
Entering Unmasked Estep 
Score: -8485136.000000 Penalty: 3640.313232
	Iteration 91Q: 3 clusters Score -8485136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -8485141.000000 Penalty: 3640.313232
	Iteration 92Q: 3 clusters Score -8485141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 72142 members 
Entering Unmasked Estep 
Score: -8485148.000000 Penalty: 3640.313232
	Iteration 93Q: 3 clusters Score -8485148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -8485149.000000 Penalty: 3640.313232
	Iteration 94Q: 3 clusters Score -8485149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 72158 members 
Entering Unmasked Estep 
Score: -8485152.000000 Penalty: 3640.313232
	Iteration 95Q: 3 clusters Score -8485152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 72161 members 
Entering Unmasked Estep 
Score: -8485156.000000 Penalty: 3640.313232
	Iteration 96Q: 3 clusters Score -8485156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -8485161.000000 Penalty: 3640.313232
	Iteration 97Q: 3 clusters Score -8485161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -8485162.000000 Penalty: 3640.313232
	Iteration 98Q: 3 clusters Score -8485162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -8485161.000000 Penalty: 3640.313232
	Iteration 99Q: 3 clusters Score -8485161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -8485157.000000 Penalty: 3640.313232
	Iteration 100F: 3 clusters Score -8485157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -8485164.000000 Penalty: 3640.313232
	Iteration 101Q: 3 clusters Score -8485164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 72187 members 
Entering Unmasked Estep 
Score: -8485169.000000 Penalty: 3640.313232
	Iteration 102Q: 3 clusters Score -8485169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -8485167.000000 Penalty: 3640.313232
	Iteration 103Q: 3 clusters Score -8485167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -8485177.000000 Penalty: 3640.313232
	Iteration 104Q: 3 clusters Score -8485177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 72191 members 
Entering Unmasked Estep 
Score: -8485183.000000 Penalty: 3640.313232
	Iteration 105Q: 3 clusters Score -8485183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -8485184.000000 Penalty: 3640.313232
	Iteration 106Q: 3 clusters Score -8485184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -8485180.000000 Penalty: 3640.313232
	Iteration 107Q: 3 clusters Score -8485180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -8485183.000000 Penalty: 3640.313232
	Iteration 108Q: 3 clusters Score -8485183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 72199 members 
Entering Unmasked Estep 
Score: -8485184.000000 Penalty: 3640.313232
	Iteration 109Q: 3 clusters Score -8485184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 72201 members 
Entering Unmasked Estep 
Score: -8485191.000000 Penalty: 3640.313232
	Iteration 110Q: 3 clusters Score -8485191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -8485187.000000 Penalty: 3640.313232
	Iteration 111Q: 3 clusters Score -8485187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 72208 members 
Entering Unmasked Estep 
Score: -8485182.000000 Penalty: 3640.313232
	Iteration 112Q: 3 clusters Score -8485182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 72210 members 
Entering Unmasked Estep 
Score: -8485178.000000 Penalty: 3640.313232
	Iteration 113Q: 3 clusters Score -8485178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 72210 members 
Entering Unmasked Estep 
Score: -8485178.000000 Penalty: 3640.313232
	Iteration 114F: 3 clusters Score -8485178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Entering Unmasked Estep 
Score: -1576956.125000 Penalty: 1545.591675
	Iteration 0F: 2 clusters Score -1576956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1567618.875000 Penalty: 3091.183350
	Iteration 0F: 3 clusters Score -1567619 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1570641.000000 Penalty: 3091.183350
	Iteration 1F: 3 clusters Score -1570641 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1570906.750000 Penalty: 3091.183350
	Iteration 2F: 3 clusters Score -1570907 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1571133.000000 Penalty: 3091.183350
	Iteration 3Q: 3 clusters Score -1571133 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1571344.000000 Penalty: 3091.183350
	Iteration 4Q: 3 clusters Score -1571344 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1571549.000000 Penalty: 3091.183350
	Iteration 5Q: 3 clusters Score -1571549 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1571783.500000 Penalty: 3091.183350
	Iteration 6Q: 3 clusters Score -1571784 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1572099.750000 Penalty: 3091.183350
	Iteration 7Q: 3 clusters Score -1572100 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1572514.250000 Penalty: 3091.183350
	Iteration 8Q: 3 clusters Score -1572514 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1572927.250000 Penalty: 3091.183350
	Iteration 9Q: 3 clusters Score -1572927 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1573347.250000 Penalty: 3091.183350
	Iteration 10Q: 3 clusters Score -1573347 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1573728.750000 Penalty: 3091.183350
	Iteration 11Q: 3 clusters Score -1573729 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1574007.875000 Penalty: 3091.183350
	Iteration 12Q: 3 clusters Score -1574008 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1574219.625000 Penalty: 3091.183350
	Iteration 13Q: 3 clusters Score -1574220 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1574395.375000 Penalty: 3091.183350
	Iteration 14Q: 3 clusters Score -1574395 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1574535.250000 Penalty: 3091.183350
	Iteration 15Q: 3 clusters Score -1574535 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1574616.625000 Penalty: 3091.183350
	Iteration 16Q: 3 clusters Score -1574617 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1574670.500000 Penalty: 3091.183350
	Iteration 17Q: 3 clusters Score -1574670 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1574719.875000 Penalty: 3091.183350
	Iteration 18Q: 3 clusters Score -1574720 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1574754.750000 Penalty: 3091.183350
	Iteration 19Q: 3 clusters Score -1574755 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1574791.750000 Penalty: 3091.183350
	Iteration 20F: 3 clusters Score -1574792 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1574821.250000 Penalty: 3091.183350
	Iteration 21Q: 3 clusters Score -1574821 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1574842.625000 Penalty: 3091.183350
	Iteration 22Q: 3 clusters Score -1574843 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1574866.125000 Penalty: 3091.183350
	Iteration 23Q: 3 clusters Score -1574866 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1574886.250000 Penalty: 3091.183350
	Iteration 24Q: 3 clusters Score -1574886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1574909.375000 Penalty: 3091.183350
	Iteration 25Q: 3 clusters Score -1574909 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1574926.375000 Penalty: 3091.183350
	Iteration 26Q: 3 clusters Score -1574926 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1574951.250000 Penalty: 3091.183350
	Iteration 27Q: 3 clusters Score -1574951 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1574982.125000 Penalty: 3091.183350
	Iteration 28Q: 3 clusters Score -1574982 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1575003.000000 Penalty: 3091.183350
	Iteration 29Q: 3 clusters Score -1575003 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1575029.750000 Penalty: 3091.183350
	Iteration 30Q: 3 clusters Score -1575030 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1575065.375000 Penalty: 3091.183350
	Iteration 31Q: 3 clusters Score -1575065 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1575092.375000 Penalty: 3091.183350
	Iteration 32Q: 3 clusters Score -1575092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1575112.000000 Penalty: 3091.183350
	Iteration 33Q: 3 clusters Score -1575112 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1575142.250000 Penalty: 3091.183350
	Iteration 34Q: 3 clusters Score -1575142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1575156.250000 Penalty: 3091.183350
	Iteration 35Q: 3 clusters Score -1575156 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1575178.125000 Penalty: 3091.183350
	Iteration 36Q: 3 clusters Score -1575178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1575190.125000 Penalty: 3091.183350
	Iteration 37Q: 3 clusters Score -1575190 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1575203.125000 Penalty: 3091.183350
	Iteration 38Q: 3 clusters Score -1575203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1575212.250000 Penalty: 3091.183350
	Iteration 39Q: 3 clusters Score -1575212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1575228.125000 Penalty: 3091.183350
	Iteration 40F: 3 clusters Score -1575228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1575234.375000 Penalty: 3091.183350
	Iteration 41Q: 3 clusters Score -1575234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1575251.750000 Penalty: 3091.183350
	Iteration 42Q: 3 clusters Score -1575252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1575260.875000 Penalty: 3091.183350
	Iteration 43Q: 3 clusters Score -1575261 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1575269.000000 Penalty: 3091.183350
	Iteration 44Q: 3 clusters Score -1575269 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1575281.500000 Penalty: 3091.183350
	Iteration 45Q: 3 clusters Score -1575282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1575296.125000 Penalty: 3091.183350
	Iteration 46Q: 3 clusters Score -1575296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1575300.875000 Penalty: 3091.183350
	Iteration 47Q: 3 clusters Score -1575301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1575312.250000 Penalty: 3091.183350
	Iteration 48Q: 3 clusters Score -1575312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1575327.625000 Penalty: 3091.183350
	Iteration 49Q: 3 clusters Score -1575328 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1575345.250000 Penalty: 3091.183350
	Iteration 50Q: 3 clusters Score -1575345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1575356.875000 Penalty: 3091.183350
	Iteration 51Q: 3 clusters Score -1575357 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1575370.250000 Penalty: 3091.183350
	Iteration 52Q: 3 clusters Score -1575370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1575379.375000 Penalty: 3091.183350
	Iteration 53Q: 3 clusters Score -1575379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1575387.500000 Penalty: 3091.183350
	Iteration 54Q: 3 clusters Score -1575388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1575392.875000 Penalty: 3091.183350
	Iteration 55Q: 3 clusters Score -1575393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1575399.000000 Penalty: 3091.183350
	Iteration 56Q: 3 clusters Score -1575399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1575397.750000 Penalty: 3091.183350
	Iteration 57Q: 3 clusters Score -1575398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1575399.750000 Penalty: 3091.183350
	Iteration 58Q: 3 clusters Score -1575400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1575404.500000 Penalty: 3091.183350
	Iteration 59Q: 3 clusters Score -1575404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1575404.375000 Penalty: 3091.183350
	Iteration 60F: 3 clusters Score -1575404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1575407.750000 Penalty: 3091.183350
	Iteration 61Q: 3 clusters Score -1575408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1575409.500000 Penalty: 3091.183350
	Iteration 62Q: 3 clusters Score -1575410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1575410.250000 Penalty: 3091.183350
	Iteration 63Q: 3 clusters Score -1575410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1575413.625000 Penalty: 3091.183350
	Iteration 64Q: 3 clusters Score -1575414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1575420.750000 Penalty: 3091.183350
	Iteration 65Q: 3 clusters Score -1575421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1575419.500000 Penalty: 3091.183350
	Iteration 66Q: 3 clusters Score -1575420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1575421.625000 Penalty: 3091.183350
	Iteration 67Q: 3 clusters Score -1575422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1575423.625000 Penalty: 3091.183350
	Iteration 68Q: 3 clusters Score -1575424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1575424.875000 Penalty: 3091.183350
	Iteration 69Q: 3 clusters Score -1575425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1575424.000000 Penalty: 3091.183350
	Iteration 70Q: 3 clusters Score -1575424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1575427.375000 Penalty: 3091.183350
	Iteration 71Q: 3 clusters Score -1575427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1575422.875000 Penalty: 3091.183350
	Iteration 72Q: 3 clusters Score -1575423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1575423.500000 Penalty: 3091.183350
	Iteration 73Q: 3 clusters Score -1575424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1575424.625000 Penalty: 3091.183350
	Iteration 74Q: 3 clusters Score -1575425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1575424.500000 Penalty: 3091.183350
	Iteration 75Q: 3 clusters Score -1575424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1575423.250000 Penalty: 3091.183350
	Iteration 76Q: 3 clusters Score -1575423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1575422.500000 Penalty: 3091.183350
	Iteration 77Q: 3 clusters Score -1575422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1575426.875000 Penalty: 3091.183350
	Iteration 78Q: 3 clusters Score -1575427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1575424.125000 Penalty: 3091.183350
	Iteration 79Q: 3 clusters Score -1575424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1575424.750000 Penalty: 3091.183350
	Iteration 80F: 3 clusters Score -1575425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Entering Unmasked Estep 
Score: -4195780.500000 Penalty: 1704.407227
	Iteration 0F: 2 clusters Score -4195780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4171720.000000 Penalty: 3408.814453
	Iteration 0F: 3 clusters Score -4171720 nChanged 16667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -4180981.000000 Penalty: 3408.814453
	Iteration 1F: 3 clusters Score -4180981 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -4181407.750000 Penalty: 3408.814453
	Iteration 2Q: 3 clusters Score -4181408 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -4181845.000000 Penalty: 3408.814453
	Iteration 3Q: 3 clusters Score -4181845 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -4182308.250000 Penalty: 3408.814453
	Iteration 4Q: 3 clusters Score -4182308 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -4182901.750000 Penalty: 3408.814453
	Iteration 5Q: 3 clusters Score -4182902 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -4183784.000000 Penalty: 3408.814453
	Iteration 6Q: 3 clusters Score -4183784 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -4185036.000000 Penalty: 3408.814453
	Iteration 7F: 3 clusters Score -4185036 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -4186795.500000 Penalty: 3408.814453
	Iteration 8F: 3 clusters Score -4186796 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -4188828.250000 Penalty: 3408.814453
	Iteration 9F: 3 clusters Score -4188828 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4190648.750000 Penalty: 3408.814453
	Iteration 10Q: 3 clusters Score -4190649 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -4191864.750000 Penalty: 3408.814453
	Iteration 11Q: 3 clusters Score -4191865 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -4192497.000000 Penalty: 3408.814453
	Iteration 12Q: 3 clusters Score -4192497 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -4192853.500000 Penalty: 3408.814453
	Iteration 13Q: 3 clusters Score -4192854 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -4193080.500000 Penalty: 3408.814453
	Iteration 14Q: 3 clusters Score -4193080 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -4193269.000000 Penalty: 3408.814453
	Iteration 15Q: 3 clusters Score -4193269 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -4193409.750000 Penalty: 3408.814453
	Iteration 16Q: 3 clusters Score -4193410 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -4193520.750000 Penalty: 3408.814453
	Iteration 17Q: 3 clusters Score -4193521 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -4193613.000000 Penalty: 3408.814453
	Iteration 18Q: 3 clusters Score -4193613 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -4193697.500000 Penalty: 3408.814453
	Iteration 19Q: 3 clusters Score -4193698 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -4193749.250000 Penalty: 3408.814453
	Iteration 20F: 3 clusters Score -4193749 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -4193783.000000 Penalty: 3408.814453
	Iteration 21Q: 3 clusters Score -4193783 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -4193793.500000 Penalty: 3408.814453
	Iteration 22Q: 3 clusters Score -4193794 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -4193810.500000 Penalty: 3408.814453
	Iteration 23Q: 3 clusters Score -4193810 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -4193830.500000 Penalty: 3408.814453
	Iteration 24Q: 3 clusters Score -4193830 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -4193826.250000 Penalty: 3408.814453
	Iteration 25Q: 3 clusters Score -4193826 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4193832.750000 Penalty: 3408.814453
	Iteration 26Q: 3 clusters Score -4193833 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -4193847.250000 Penalty: 3408.814453
	Iteration 27Q: 3 clusters Score -4193847 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -4193845.000000 Penalty: 3408.814453
	Iteration 28Q: 3 clusters Score -4193845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -4193851.250000 Penalty: 3408.814453
	Iteration 29Q: 3 clusters Score -4193851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -4193866.500000 Penalty: 3408.814453
	Iteration 30Q: 3 clusters Score -4193866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -4193863.750000 Penalty: 3408.814453
	Iteration 31Q: 3 clusters Score -4193864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -4193861.500000 Penalty: 3408.814453
	Iteration 32Q: 3 clusters Score -4193862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -4193859.250000 Penalty: 3408.814453
	Iteration 33Q: 3 clusters Score -4193859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -4193863.000000 Penalty: 3408.814453
	Iteration 34Q: 3 clusters Score -4193863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -4193862.000000 Penalty: 3408.814453
	Iteration 35Q: 3 clusters Score -4193862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -4193862.750000 Penalty: 3408.814453
	Iteration 36Q: 3 clusters Score -4193863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -4193862.250000 Penalty: 3408.814453
	Iteration 37Q: 3 clusters Score -4193862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -4193861.250000 Penalty: 3408.814453
	Iteration 38Q: 3 clusters Score -4193861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -4193857.000000 Penalty: 3408.814453
	Iteration 39Q: 3 clusters Score -4193857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -4193864.750000 Penalty: 3408.814453
	Iteration 40F: 3 clusters Score -4193865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -4193863.000000 Penalty: 3408.814453
	Iteration 41Q: 3 clusters Score -4193863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -4193859.250000 Penalty: 3408.814453
	Iteration 42Q: 3 clusters Score -4193859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -4193858.250000 Penalty: 3408.814453
	Iteration 43Q: 3 clusters Score -4193858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -4193856.000000 Penalty: 3408.814453
	Iteration 44Q: 3 clusters Score -4193856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -4193858.750000 Penalty: 3408.814453
	Iteration 45Q: 3 clusters Score -4193859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -4193857.750000 Penalty: 3408.814453
	Iteration 46Q: 3 clusters Score -4193858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -4193861.250000 Penalty: 3408.814453
	Iteration 47Q: 3 clusters Score -4193861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -4193860.750000 Penalty: 3408.814453
	Iteration 48Q: 3 clusters Score -4193861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -4193855.500000 Penalty: 3408.814453
	Iteration 49Q: 3 clusters Score -4193856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4193859.750000 Penalty: 3408.814453
	Iteration 50Q: 3 clusters Score -4193860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -4193861.500000 Penalty: 3408.814453
	Iteration 51Q: 3 clusters Score -4193862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -4193863.500000 Penalty: 3408.814453
	Iteration 52Q: 3 clusters Score -4193864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -4193865.500000 Penalty: 3408.814453
	Iteration 53Q: 3 clusters Score -4193866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -4193867.250000 Penalty: 3408.814453
	Iteration 54Q: 3 clusters Score -4193867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -4193869.250000 Penalty: 3408.814453
	Iteration 55Q: 3 clusters Score -4193869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -4193869.250000 Penalty: 3408.814453
	Iteration 56Q: 3 clusters Score -4193869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -4193872.750000 Penalty: 3408.814453
	Iteration 57Q: 3 clusters Score -4193873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -4193868.000000 Penalty: 3408.814453
	Iteration 58Q: 3 clusters Score -4193868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -4193877.250000 Penalty: 3408.814453
	Iteration 59Q: 3 clusters Score -4193877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -4193872.000000 Penalty: 3408.814453
	Iteration 60F: 3 clusters Score -4193872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -4193870.500000 Penalty: 3408.814453
	Iteration 61Q: 3 clusters Score -4193870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -4193870.250000 Penalty: 3408.814453
	Iteration 62Q: 3 clusters Score -4193870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -4193876.250000 Penalty: 3408.814453
	Iteration 63Q: 3 clusters Score -4193876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -4193875.750000 Penalty: 3408.814453
	Iteration 64Q: 3 clusters Score -4193876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -4193875.000000 Penalty: 3408.814453
	Iteration 65Q: 3 clusters Score -4193875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -4193874.500000 Penalty: 3408.814453
	Iteration 66Q: 3 clusters Score -4193874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -4193876.750000 Penalty: 3408.814453
	Iteration 67Q: 3 clusters Score -4193877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -4193875.500000 Penalty: 3408.814453
	Iteration 68Q: 3 clusters Score -4193876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -4193870.500000 Penalty: 3408.814453
	Iteration 69Q: 3 clusters Score -4193870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -4193869.500000 Penalty: 3408.814453
	Iteration 70Q: 3 clusters Score -4193870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -4193870.750000 Penalty: 3408.814453
	Iteration 71Q: 3 clusters Score -4193871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -4193870.750000 Penalty: 3408.814453
	Iteration 72Q: 3 clusters Score -4193871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -4193867.750000 Penalty: 3408.814453
	Iteration 73Q: 3 clusters Score -4193868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -4193863.000000 Penalty: 3408.814453
	Iteration 74Q: 3 clusters Score -4193863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -4193868.250000 Penalty: 3408.814453
	Iteration 75Q: 3 clusters Score -4193868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -4193869.750000 Penalty: 3408.814453
	Iteration 76Q: 3 clusters Score -4193870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -4193873.250000 Penalty: 3408.814453
	Iteration 77Q: 3 clusters Score -4193873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -4193872.250000 Penalty: 3408.814453
	Iteration 78Q: 3 clusters Score -4193872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -4193872.250000 Penalty: 3408.814453
	Iteration 79Q: 3 clusters Score -4193872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -4193871.000000 Penalty: 3408.814453
	Iteration 80F: 3 clusters Score -4193871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -4193868.250000 Penalty: 3408.814453
	Iteration 81Q: 3 clusters Score -4193868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -4193870.000000 Penalty: 3408.814453
	Iteration 82Q: 3 clusters Score -4193870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -4193871.250000 Penalty: 3408.814453
	Iteration 83Q: 3 clusters Score -4193871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -4193874.000000 Penalty: 3408.814453
	Iteration 84Q: 3 clusters Score -4193874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -4193869.250000 Penalty: 3408.814453
	Iteration 85Q: 3 clusters Score -4193869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -4193873.000000 Penalty: 3408.814453
	Iteration 86Q: 3 clusters Score -4193873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -4193873.250000 Penalty: 3408.814453
	Iteration 87Q: 3 clusters Score -4193873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -4193870.750000 Penalty: 3408.814453
	Iteration 88Q: 3 clusters Score -4193871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -4193873.500000 Penalty: 3408.814453
	Iteration 89Q: 3 clusters Score -4193874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -4193876.250000 Penalty: 3408.814453
	Iteration 90Q: 3 clusters Score -4193876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -4193880.250000 Penalty: 3408.814453
	Iteration 91Q: 3 clusters Score -4193880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -4193882.250000 Penalty: 3408.814453
	Iteration 92Q: 3 clusters Score -4193882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -4193876.250000 Penalty: 3408.814453
	Iteration 93Q: 3 clusters Score -4193876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -4193878.500000 Penalty: 3408.814453
	Iteration 94Q: 3 clusters Score -4193878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -4193877.250000 Penalty: 3408.814453
	Iteration 95Q: 3 clusters Score -4193877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -4193876.000000 Penalty: 3408.814453
	Iteration 96Q: 3 clusters Score -4193876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -4193876.000000 Penalty: 3408.814453
	Iteration 97F: 3 clusters Score -4193876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 14727 members 
Mstep: Class 3 contains 14946 members 
Mstep: Class 4 contains 508 members 
Mstep: Class 5 contains 137376 members 
Mstep: Class 6 contains 158349 members 
Mstep: Class 7 contains 14980 members 
Mstep: Class 8 contains 4366 members 
Mstep: Class 9 contains 40356 members 
Mstep: Class 10 contains 3809 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 10512 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 14 contains 46467 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 83100 members 
Mstep: Class 19 contains 88637 members 
Mstep: Class 20 contains 39335 members 
Mstep: Class 21 contains 10751 members 
Mstep: Class 22 contains 94339 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 73201 members 
Mstep: Class 26 contains 13512 members 
Mstep: Class 27 contains 35906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107120.000000 Penalty: 60205.453125
Iteration 199Q: 28 clusters Score -1.021071e+08 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 14644 members 
Mstep: Class 3 contains 14946 members 
Mstep: Class 4 contains 511 members 
Mstep: Class 5 contains 137240 members 
Mstep: Class 6 contains 158698 members 
Mstep: Class 7 contains 14922 members 
Mstep: Class 8 contains 4368 members 
Mstep: Class 9 contains 40405 members 
Mstep: Class 10 contains 3801 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 10537 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 46483 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 1716 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 83155 members 
Mstep: Class 19 contains 88473 members 
Mstep: Class 20 contains 39359 members 
Mstep: Class 21 contains 10761 members 
Mstep: Class 22 contains 94315 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 963 members 
Mstep: Class 25 contains 73157 members 
Mstep: Class 26 contains 13511 members 
Mstep: Class 27 contains 35847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106480.000000 Penalty: 60205.453125
Iteration 200F: 28 clusters Score -1.021065e+08 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 14554 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 515 members 
Mstep: Class 5 contains 137187 members 
Mstep: Class 6 contains 158910 members 
Mstep: Class 7 contains 14870 members 
Mstep: Class 8 contains 4368 members 
Mstep: Class 9 contains 40489 members 
Mstep: Class 10 contains 3793 members 
Mstep: Class 11 contains 2203 members 
Mstep: Class 12 contains 10556 members 
Mstep: Class 13 contains 3155 members 
Mstep: Class 14 contains 46497 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 1721 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 83212 members 
Mstep: Class 19 contains 88346 members 
Mstep: Class 20 contains 39381 members 
Mstep: Class 21 contains 10767 members 
Mstep: Class 22 contains 94282 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 964 members 
Mstep: Class 25 contains 73099 members 
Mstep: Class 26 contains 13509 members 
Mstep: Class 27 contains 35786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105936.000000 Penalty: 60205.453125
Iteration 201Q: 28 clusters Score -1.021059e+08 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 14944 members 
Mstep: Class 4 contains 518 members 
Mstep: Class 5 contains 137287 members 
Mstep: Class 6 contains 158929 members 
Mstep: Class 7 contains 14847 members 
Mstep: Class 8 contains 4367 members 
Mstep: Class 9 contains 40570 members 
Mstep: Class 10 contains 3793 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 10583 members 
Mstep: Class 13 contains 3155 members 
Mstep: Class 14 contains 46490 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 1725 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 83285 members 
Mstep: Class 19 contains 88231 members 
Mstep: Class 20 contains 39396 members 
Mstep: Class 21 contains 10768 members 
Mstep: Class 22 contains 94245 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 73047 members 
Mstep: Class 26 contains 13498 members 
Mstep: Class 27 contains 35721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105544.000000 Penalty: 60205.453125
Iteration 202Q: 28 clusters Score -1.021055e+08 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 14397 members 
Mstep: Class 3 contains 14949 members 
Mstep: Class 4 contains 523 members 
Mstep: Class 5 contains 137475 members 
Mstep: Class 6 contains 158837 members 
Mstep: Class 7 contains 14839 members 
Mstep: Class 8 contains 4368 members 
Mstep: Class 9 contains 40644 members 
Mstep: Class 10 contains 3793 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 10607 members 
Mstep: Class 13 contains 3161 members 
Mstep: Class 14 contains 46489 members 
Mstep: Class 15 contains 3807 members 
Mstep: Class 16 contains 1730 members 
Mstep: Class 17 contains 202 members 
Mstep: Class 18 contains 83357 members 
Mstep: Class 19 contains 88111 members 
Mstep: Class 20 contains 39405 members 
Mstep: Class 21 contains 10770 members 
Mstep: Class 22 contains 94188 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 970 members 
Mstep: Class 25 contains 73007 members 
Mstep: Class 26 contains 13486 members 
Mstep: Class 27 contains 35662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105800.000000 Penalty: 60205.453125
Iteration 203Q: 28 clusters Score -1.021058e+08 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 14351 members 
Mstep: Class 3 contains 14951 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 137643 members 
Mstep: Class 6 contains 158707 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 4369 members 
Mstep: Class 9 contains 40753 members 
Mstep: Class 10 contains 3785 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 10629 members 
Mstep: Class 13 contains 3159 members 
Mstep: Class 14 contains 46497 members 
Mstep: Class 15 contains 3817 members 
Mstep: Class 16 contains 1734 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 83441 members 
Mstep: Class 19 contains 88024 members 
Mstep: Class 20 contains 39426 members 
Mstep: Class 21 contains 10780 members 
Mstep: Class 22 contains 94087 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 967 members 
Mstep: Class 25 contains 72963 members 
Mstep: Class 26 contains 13467 members 
Mstep: Class 27 contains 35611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106032.000000 Penalty: 60205.453125
Iteration 204Q: 28 clusters Score -1.02106e+08 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 14316 members 
Mstep: Class 3 contains 14958 members 
Mstep: Class 4 contains 534 members 
Mstep: Class 5 contains 137812 members 
Mstep: Class 6 contains 158545 members 
Mstep: Class 7 contains 14824 members 
Mstep: Class 8 contains 4371 members 
Mstep: Class 9 contains 40796 members 
Mstep: Class 10 contains 3785 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 10653 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 46504 members 
Mstep: Class 15 contains 3827 members 
Mstep: Class 16 contains 1734 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 83564 members 
Mstep: Class 19 contains 87948 members 
Mstep: Class 20 contains 39472 members 
Mstep: Class 21 contains 10788 members 
Mstep: Class 22 contains 94008 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 72916 members 
Mstep: Class 26 contains 13445 members 
Mstep: Class 27 contains 35565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105848.000000 Penalty: 60205.453125
Iteration 205Q: 28 clusters Score -1.021058e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 14276 members 
Mstep: Class 3 contains 14958 members 
Mstep: Class 4 contains 537 members 
Mstep: Class 5 contains 138018 members 
Mstep: Class 6 contains 158357 members 
Mstep: Class 7 contains 14826 members 
Mstep: Class 8 contains 4373 members 
Mstep: Class 9 contains 40846 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 10662 members 
Mstep: Class 13 contains 3142 members 
Mstep: Class 14 contains 46512 members 
Mstep: Class 15 contains 3832 members 
Mstep: Class 16 contains 1733 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 83677 members 
Mstep: Class 19 contains 87886 members 
Mstep: Class 20 contains 39503 members 
Mstep: Class 21 contains 10797 members 
Mstep: Class 22 contains 93960 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 969 members 
Mstep: Class 25 contains 72872 members 
Mstep: Class 26 contains 13439 members 
Mstep: Class 27 contains 35482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105376.000000 Penalty: 60205.453125
Iteration 206Q: 28 clusters Score -1.021054e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 14240 members 
Mstep: Class 3 contains 14958 members 
Mstep: Class 4 contains 544 members 
Mstep: Class 5 contains 138268 members 
Mstep: Class 6 contains 158094 members 
Mstep: Class 7 contains 14830 members 
Mstep: Class 8 contains 4373 members 
Mstep: Class 9 contains 40939 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 10663 members 
Mstep: Class 13 contains 3121 members 
Mstep: Class 14 contains 46534 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 1734 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 83759 members 
Mstep: Class 19 contains 87841 members 
Mstep: Class 20 contains 39535 members 
Mstep: Class 21 contains 10805 members 
Mstep: Class 22 contains 93910 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 72818 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 35398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105056.000000 Penalty: 60205.453125
Iteration 207Q: 28 clusters Score -1.021051e+08 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 14216 members 
Mstep: Class 3 contains 14956 members 
Mstep: Class 4 contains 548 members 
Mstep: Class 5 contains 138595 members 
Mstep: Class 6 contains 157732 members 
Mstep: Class 7 contains 14848 members 
Mstep: Class 8 contains 4376 members 
Mstep: Class 9 contains 41047 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 10665 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 14 contains 46565 members 
Mstep: Class 15 contains 3843 members 
Mstep: Class 16 contains 1738 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 83839 members 
Mstep: Class 19 contains 87812 members 
Mstep: Class 20 contains 39528 members 
Mstep: Class 21 contains 10813 members 
Mstep: Class 22 contains 93837 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 72771 members 
Mstep: Class 26 contains 13430 members 
Mstep: Class 27 contains 35321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105080.000000 Penalty: 60205.453125
Iteration 208Q: 28 clusters Score -1.021051e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 14196 members 
Mstep: Class 3 contains 14960 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 138886 members 
Mstep: Class 6 contains 157356 members 
Mstep: Class 7 contains 14884 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 41149 members 
Mstep: Class 10 contains 3770 members 
Mstep: Class 11 contains 2181 members 
Mstep: Class 12 contains 10658 members 
Mstep: Class 13 contains 3092 members 
Mstep: Class 14 contains 46595 members 
Mstep: Class 15 contains 3846 members 
Mstep: Class 16 contains 1740 members 
Mstep: Class 17 contains 203 members 
Mstep: Class 18 contains 83932 members 
Mstep: Class 19 contains 87791 members 
Mstep: Class 20 contains 39547 members 
Mstep: Class 21 contains 10827 members 
Mstep: Class 22 contains 93737 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 72721 members 
Mstep: Class 26 contains 13432 members 
Mstep: Class 27 contains 35253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105176.000000 Penalty: 60205.453125
Iteration 209Q: 28 clusters Score -1.021052e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 14183 members 
Mstep: Class 3 contains 14964 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 139214 members 
Mstep: Class 6 contains 156938 members 
Mstep: Class 7 contains 14917 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 41260 members 
Mstep: Class 10 contains 3763 members 
Mstep: Class 11 contains 2181 members 
Mstep: Class 12 contains 10663 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 46598 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 1740 members 
Mstep: Class 17 contains 203 members 
Mstep: Class 18 contains 84013 members 
Mstep: Class 19 contains 87771 members 
Mstep: Class 20 contains 39574 members 
Mstep: Class 21 contains 10841 members 
Mstep: Class 22 contains 93633 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 72662 members 
Mstep: Class 26 contains 13434 members 
Mstep: Class 27 contains 35203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105520.000000 Penalty: 60205.453125
Iteration 210Q: 28 clusters Score -1.021055e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 14182 members 
Mstep: Class 3 contains 14972 members 
Mstep: Class 4 contains 554 members 
Mstep: Class 5 contains 139546 members 
Mstep: Class 6 contains 156561 members 
Mstep: Class 7 contains 14935 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 41365 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 10651 members 
Mstep: Class 13 contains 3069 members 
Mstep: Class 14 contains 46605 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 1742 members 
Mstep: Class 17 contains 203 members 
Mstep: Class 18 contains 84114 members 
Mstep: Class 19 contains 87749 members 
Mstep: Class 20 contains 39580 members 
Mstep: Class 21 contains 10856 members 
Mstep: Class 22 contains 93524 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 72591 members 
Mstep: Class 26 contains 13440 members 
Mstep: Class 27 contains 35156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105424.000000 Penalty: 60205.453125
Iteration 211Q: 28 clusters Score -1.021054e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 14180 members 
Mstep: Class 3 contains 14971 members 
Mstep: Class 4 contains 557 members 
Mstep: Class 5 contains 139854 members 
Mstep: Class 6 contains 156191 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 41480 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 10638 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 46615 members 
Mstep: Class 15 contains 3850 members 
Mstep: Class 16 contains 1743 members 
Mstep: Class 17 contains 203 members 
Mstep: Class 18 contains 84197 members 
Mstep: Class 19 contains 87745 members 
Mstep: Class 20 contains 39574 members 
Mstep: Class 21 contains 10869 members 
Mstep: Class 22 contains 93446 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 72530 members 
Mstep: Class 26 contains 13438 members 
Mstep: Class 27 contains 35086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105424.000000 Penalty: 60205.453125
Iteration 212Q: 28 clusters Score -1.021054e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 14180 members 
Mstep: Class 3 contains 14978 members 
Mstep: Class 4 contains 559 members 
Mstep: Class 5 contains 140110 members 
Mstep: Class 6 contains 155858 members 
Mstep: Class 7 contains 14975 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 41656 members 
Mstep: Class 10 contains 3752 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10621 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 46632 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84244 members 
Mstep: Class 19 contains 87748 members 
Mstep: Class 20 contains 39566 members 
Mstep: Class 21 contains 10877 members 
Mstep: Class 22 contains 93334 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 72487 members 
Mstep: Class 26 contains 13442 members 
Mstep: Class 27 contains 35000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105568.000000 Penalty: 60205.453125
Iteration 213Q: 28 clusters Score -1.021056e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 14183 members 
Mstep: Class 3 contains 14987 members 
Mstep: Class 4 contains 560 members 
Mstep: Class 5 contains 140356 members 
Mstep: Class 6 contains 155537 members 
Mstep: Class 7 contains 14997 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 41805 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10604 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 46647 members 
Mstep: Class 15 contains 3855 members 
Mstep: Class 16 contains 1747 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84283 members 
Mstep: Class 19 contains 87757 members 
Mstep: Class 20 contains 39547 members 
Mstep: Class 21 contains 10890 members 
Mstep: Class 22 contains 93240 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 72458 members 
Mstep: Class 26 contains 13446 members 
Mstep: Class 27 contains 34908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105680.000000 Penalty: 60205.453125
Iteration 214Q: 28 clusters Score -1.021057e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 14190 members 
Mstep: Class 3 contains 15000 members 
Mstep: Class 4 contains 560 members 
Mstep: Class 5 contains 140576 members 
Mstep: Class 6 contains 155220 members 
Mstep: Class 7 contains 15017 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 41959 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 10595 members 
Mstep: Class 13 contains 3053 members 
Mstep: Class 14 contains 46658 members 
Mstep: Class 15 contains 3863 members 
Mstep: Class 16 contains 1748 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84331 members 
Mstep: Class 19 contains 87768 members 
Mstep: Class 20 contains 39525 members 
Mstep: Class 21 contains 10899 members 
Mstep: Class 22 contains 93128 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72418 members 
Mstep: Class 26 contains 13456 members 
Mstep: Class 27 contains 34825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105776.000000 Penalty: 60205.453125
Iteration 215Q: 28 clusters Score -1.021058e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 14210 members 
Mstep: Class 3 contains 15012 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 140767 members 
Mstep: Class 6 contains 154939 members 
Mstep: Class 7 contains 15033 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 42129 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10583 members 
Mstep: Class 13 contains 3046 members 
Mstep: Class 14 contains 46657 members 
Mstep: Class 15 contains 3869 members 
Mstep: Class 16 contains 1751 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84389 members 
Mstep: Class 19 contains 87781 members 
Mstep: Class 20 contains 39504 members 
Mstep: Class 21 contains 10909 members 
Mstep: Class 22 contains 92990 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72381 members 
Mstep: Class 26 contains 13460 members 
Mstep: Class 27 contains 34748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105984.000000 Penalty: 60205.453125
Iteration 216Q: 28 clusters Score -1.02106e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 14214 members 
Mstep: Class 3 contains 15013 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 140908 members 
Mstep: Class 6 contains 154695 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 42347 members 
Mstep: Class 10 contains 3750 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10574 members 
Mstep: Class 13 contains 3048 members 
Mstep: Class 14 contains 46674 members 
Mstep: Class 15 contains 3876 members 
Mstep: Class 16 contains 1752 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84434 members 
Mstep: Class 19 contains 87802 members 
Mstep: Class 20 contains 39493 members 
Mstep: Class 21 contains 10917 members 
Mstep: Class 22 contains 92836 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72340 members 
Mstep: Class 26 contains 13461 members 
Mstep: Class 27 contains 34667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106136.000000 Penalty: 60205.453125
Iteration 217Q: 28 clusters Score -1.021061e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 14211 members 
Mstep: Class 3 contains 15015 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 141050 members 
Mstep: Class 6 contains 154444 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 42517 members 
Mstep: Class 10 contains 3753 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10569 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 46696 members 
Mstep: Class 15 contains 3878 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84479 members 
Mstep: Class 19 contains 87821 members 
Mstep: Class 20 contains 39498 members 
Mstep: Class 21 contains 10921 members 
Mstep: Class 22 contains 92719 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72322 members 
Mstep: Class 26 contains 13462 members 
Mstep: Class 27 contains 34582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106520.000000 Penalty: 60205.453125
Iteration 218Q: 28 clusters Score -1.021065e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 14208 members 
Mstep: Class 3 contains 15020 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 141145 members 
Mstep: Class 6 contains 154278 members 
Mstep: Class 7 contains 15039 members 
Mstep: Class 8 contains 4376 members 
Mstep: Class 9 contains 42697 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10564 members 
Mstep: Class 13 contains 3049 members 
Mstep: Class 14 contains 46717 members 
Mstep: Class 15 contains 3883 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84527 members 
Mstep: Class 19 contains 87823 members 
Mstep: Class 20 contains 39498 members 
Mstep: Class 21 contains 10929 members 
Mstep: Class 22 contains 92613 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72285 members 
Mstep: Class 26 contains 13462 members 
Mstep: Class 27 contains 34483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106640.000000 Penalty: 60205.453125
Iteration 219Q: 28 clusters Score -1.021066e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 14209 members 
Mstep: Class 3 contains 15025 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 141229 members 
Mstep: Class 6 contains 154125 members 
Mstep: Class 7 contains 15046 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 42844 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10565 members 
Mstep: Class 13 contains 3048 members 
Mstep: Class 14 contains 46729 members 
Mstep: Class 15 contains 3890 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84564 members 
Mstep: Class 19 contains 87825 members 
Mstep: Class 20 contains 39487 members 
Mstep: Class 21 contains 10932 members 
Mstep: Class 22 contains 92538 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72265 members 
Mstep: Class 26 contains 13466 members 
Mstep: Class 27 contains 34380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106560.000000 Penalty: 60205.453125
Iteration 220F: 28 clusters Score -1.021066e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 14211 members 
Mstep: Class 3 contains 15028 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 141295 members 
Mstep: Class 6 contains 154006 members 
Mstep: Class 7 contains 15056 members 
Mstep: Class 8 contains 4376 members 
Mstep: Class 9 contains 42964 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10554 members 
Mstep: Class 13 contains 3048 members 
Mstep: Class 14 contains 46737 members 
Mstep: Class 15 contains 3890 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84604 members 
Mstep: Class 19 contains 87833 members 
Mstep: Class 20 contains 39480 members 
Mstep: Class 21 contains 10931 members 
Mstep: Class 22 contains 92507 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72248 members 
Mstep: Class 26 contains 13464 members 
Mstep: Class 27 contains 34271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106400.000000 Penalty: 60205.453125
Iteration 221Q: 28 clusters Score -1.021064e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 14207 members 
Mstep: Class 3 contains 15023 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 141347 members 
Mstep: Class 6 contains 153901 members 
Mstep: Class 7 contains 15077 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 43150 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10548 members 
Mstep: Class 13 contains 3039 members 
Mstep: Class 14 contains 46746 members 
Mstep: Class 15 contains 3894 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84624 members 
Mstep: Class 19 contains 87841 members 
Mstep: Class 20 contains 39476 members 
Mstep: Class 21 contains 10932 members 
Mstep: Class 22 contains 92444 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72229 members 
Mstep: Class 26 contains 13467 members 
Mstep: Class 27 contains 34142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106664.000000 Penalty: 60205.453125
Iteration 222Q: 28 clusters Score -1.021067e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 14212 members 
Mstep: Class 3 contains 15027 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 141406 members 
Mstep: Class 6 contains 153782 members 
Mstep: Class 7 contains 15089 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 43364 members 
Mstep: Class 10 contains 3767 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10545 members 
Mstep: Class 13 contains 3038 members 
Mstep: Class 14 contains 46752 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84620 members 
Mstep: Class 19 contains 87837 members 
Mstep: Class 20 contains 39467 members 
Mstep: Class 21 contains 10935 members 
Mstep: Class 22 contains 92391 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72197 members 
Mstep: Class 26 contains 13475 members 
Mstep: Class 27 contains 34001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106664.000000 Penalty: 60205.453125
Iteration 223Q: 28 clusters Score -1.021067e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 14222 members 
Mstep: Class 3 contains 15044 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 141460 members 
Mstep: Class 6 contains 153652 members 
Mstep: Class 7 contains 15109 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 43618 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 10540 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 46754 members 
Mstep: Class 15 contains 3897 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84611 members 
Mstep: Class 19 contains 87832 members 
Mstep: Class 20 contains 39456 members 
Mstep: Class 21 contains 10941 members 
Mstep: Class 22 contains 92286 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72163 members 
Mstep: Class 26 contains 13470 members 
Mstep: Class 27 contains 33879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106872.000000 Penalty: 60205.453125
Iteration 224Q: 28 clusters Score -1.021069e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 14227 members 
Mstep: Class 3 contains 15050 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 141507 members 
Mstep: Class 6 contains 153520 members 
Mstep: Class 7 contains 15129 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 43860 members 
Mstep: Class 10 contains 3770 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 10543 members 
Mstep: Class 13 contains 3051 members 
Mstep: Class 14 contains 46757 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84586 members 
Mstep: Class 19 contains 87836 members 
Mstep: Class 20 contains 39449 members 
Mstep: Class 21 contains 10947 members 
Mstep: Class 22 contains 92218 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72141 members 
Mstep: Class 26 contains 13463 members 
Mstep: Class 27 contains 33744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106832.000000 Penalty: 60205.453125
Iteration 225Q: 28 clusters Score -1.021068e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 15055 members 
Mstep: Class 4 contains 566 members 
Mstep: Class 5 contains 141551 members 
Mstep: Class 6 contains 153403 members 
Mstep: Class 7 contains 15144 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 44129 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 10539 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 46767 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84556 members 
Mstep: Class 19 contains 87841 members 
Mstep: Class 20 contains 39434 members 
Mstep: Class 21 contains 10955 members 
Mstep: Class 22 contains 92119 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72121 members 
Mstep: Class 26 contains 13458 members 
Mstep: Class 27 contains 33609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106768.000000 Penalty: 60205.453125
Iteration 226Q: 28 clusters Score -1.021068e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 15053 members 
Mstep: Class 4 contains 568 members 
Mstep: Class 5 contains 141582 members 
Mstep: Class 6 contains 153300 members 
Mstep: Class 7 contains 15166 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 44383 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10538 members 
Mstep: Class 13 contains 3046 members 
Mstep: Class 14 contains 46771 members 
Mstep: Class 15 contains 3900 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84551 members 
Mstep: Class 19 contains 87859 members 
Mstep: Class 20 contains 39422 members 
Mstep: Class 21 contains 10968 members 
Mstep: Class 22 contains 92047 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72090 members 
Mstep: Class 26 contains 13448 members 
Mstep: Class 27 contains 33445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106552.000000 Penalty: 60205.453125
Iteration 227Q: 28 clusters Score -1.021066e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 15053 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 141606 members 
Mstep: Class 6 contains 153244 members 
Mstep: Class 7 contains 15187 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 44682 members 
Mstep: Class 10 contains 3779 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10531 members 
Mstep: Class 13 contains 3039 members 
Mstep: Class 14 contains 46772 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84516 members 
Mstep: Class 19 contains 87861 members 
Mstep: Class 20 contains 39403 members 
Mstep: Class 21 contains 10973 members 
Mstep: Class 22 contains 91973 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72070 members 
Mstep: Class 26 contains 13438 members 
Mstep: Class 27 contains 33272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106752.000000 Penalty: 60205.453125
Iteration 228Q: 28 clusters Score -1.021068e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 14244 members 
Mstep: Class 3 contains 15054 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 141633 members 
Mstep: Class 6 contains 153157 members 
Mstep: Class 7 contains 15216 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 44941 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10527 members 
Mstep: Class 13 contains 3039 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 84492 members 
Mstep: Class 19 contains 87873 members 
Mstep: Class 20 contains 39395 members 
Mstep: Class 21 contains 10981 members 
Mstep: Class 22 contains 91938 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72055 members 
Mstep: Class 26 contains 13437 members 
Mstep: Class 27 contains 33074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106600.000000 Penalty: 60205.453125
Iteration 229Q: 28 clusters Score -1.021066e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 14244 members 
Mstep: Class 3 contains 15046 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 141654 members 
Mstep: Class 6 contains 153073 members 
Mstep: Class 7 contains 15254 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 45143 members 
Mstep: Class 10 contains 3779 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 10521 members 
Mstep: Class 13 contains 3037 members 
Mstep: Class 14 contains 46784 members 
Mstep: Class 15 contains 3901 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84530 members 
Mstep: Class 19 contains 87880 members 
Mstep: Class 20 contains 39383 members 
Mstep: Class 21 contains 10990 members 
Mstep: Class 22 contains 91900 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72033 members 
Mstep: Class 26 contains 13431 members 
Mstep: Class 27 contains 32885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106792.000000 Penalty: 60205.453125
Iteration 230Q: 28 clusters Score -1.021068e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 15034 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 141661 members 
Mstep: Class 6 contains 152996 members 
Mstep: Class 7 contains 15286 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 45360 members 
Mstep: Class 10 contains 3781 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 10509 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 46793 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84528 members 
Mstep: Class 19 contains 87890 members 
Mstep: Class 20 contains 39377 members 
Mstep: Class 21 contains 10995 members 
Mstep: Class 22 contains 91871 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 72012 members 
Mstep: Class 26 contains 13423 members 
Mstep: Class 27 contains 32720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106848.000000 Penalty: 60205.453125
Iteration 231Q: 28 clusters Score -1.021068e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 15025 members 
Mstep: Class 4 contains 571 members 
Mstep: Class 5 contains 141648 members 
Mstep: Class 6 contains 152922 members 
Mstep: Class 7 contains 15322 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 45550 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 10504 members 
Mstep: Class 13 contains 3046 members 
Mstep: Class 14 contains 46800 members 
Mstep: Class 15 contains 3911 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84529 members 
Mstep: Class 19 contains 87911 members 
Mstep: Class 20 contains 39369 members 
Mstep: Class 21 contains 11007 members 
Mstep: Class 22 contains 91856 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 71991 members 
Mstep: Class 26 contains 13427 members 
Mstep: Class 27 contains 32542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107024.000000 Penalty: 60205.453125
Iteration 232Q: 28 clusters Score -1.02107e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 14241 members 
Mstep: Class 3 contains 15017 members 
Mstep: Class 4 contains 571 members 
Mstep: Class 5 contains 141644 members 
Mstep: Class 6 contains 152865 members 
Mstep: Class 7 contains 15355 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 45772 members 
Mstep: Class 10 contains 3781 members 
Mstep: Class 11 contains 2175 members 
Mstep: Class 12 contains 10501 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 46803 members 
Mstep: Class 15 contains 3915 members 
Mstep: Class 16 contains 1765 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84517 members 
Mstep: Class 19 contains 87919 members 
Mstep: Class 20 contains 39358 members 
Mstep: Class 21 contains 11014 members 
Mstep: Class 22 contains 91821 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 71969 members 
Mstep: Class 26 contains 13435 members 
Mstep: Class 27 contains 32371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107096.000000 Penalty: 60205.453125
Iteration 233Q: 28 clusters Score -1.021071e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 571 members 
Mstep: Class 5 contains 141612 members 
Mstep: Class 6 contains 152841 members 
Mstep: Class 7 contains 15379 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 46046 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 10494 members 
Mstep: Class 13 contains 3067 members 
Mstep: Class 14 contains 46807 members 
Mstep: Class 15 contains 3918 members 
Mstep: Class 16 contains 1766 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84508 members 
Mstep: Class 19 contains 87936 members 
Mstep: Class 20 contains 39350 members 
Mstep: Class 21 contains 11025 members 
Mstep: Class 22 contains 91749 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 71946 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 32191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107016.000000 Penalty: 60205.453125
Iteration 234Q: 28 clusters Score -1.02107e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 14234 members 
Mstep: Class 3 contains 15004 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 141590 members 
Mstep: Class 6 contains 152805 members 
Mstep: Class 7 contains 15395 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 46291 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 10491 members 
Mstep: Class 13 contains 3076 members 
Mstep: Class 14 contains 46811 members 
Mstep: Class 15 contains 3919 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84500 members 
Mstep: Class 19 contains 87948 members 
Mstep: Class 20 contains 39342 members 
Mstep: Class 21 contains 11035 members 
Mstep: Class 22 contains 91681 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 71937 members 
Mstep: Class 26 contains 13437 members 
Mstep: Class 27 contains 32020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106920.000000 Penalty: 60205.453125
Iteration 235Q: 28 clusters Score -1.021069e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 15003 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 141589 members 
Mstep: Class 6 contains 152743 members 
Mstep: Class 7 contains 15422 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 46495 members 
Mstep: Class 10 contains 3779 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 10487 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 46813 members 
Mstep: Class 15 contains 3917 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84519 members 
Mstep: Class 19 contains 87959 members 
Mstep: Class 20 contains 39338 members 
Mstep: Class 21 contains 11045 members 
Mstep: Class 22 contains 91622 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 71938 members 
Mstep: Class 26 contains 13432 members 
Mstep: Class 27 contains 31850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106952.000000 Penalty: 60205.453125
Iteration 236Q: 28 clusters Score -1.02107e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 15006 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 141588 members 
Mstep: Class 6 contains 152700 members 
Mstep: Class 7 contains 15451 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 46762 members 
Mstep: Class 10 contains 3781 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 10485 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 46814 members 
Mstep: Class 15 contains 3916 members 
Mstep: Class 16 contains 1768 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84516 members 
Mstep: Class 19 contains 87956 members 
Mstep: Class 20 contains 39336 members 
Mstep: Class 21 contains 11049 members 
Mstep: Class 22 contains 91505 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 71956 members 
Mstep: Class 26 contains 13426 members 
Mstep: Class 27 contains 31681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107176.000000 Penalty: 60205.453125
Iteration 237Q: 28 clusters Score -1.021072e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 14237 members 
Mstep: Class 3 contains 15020 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 141569 members 
Mstep: Class 6 contains 152700 members 
Mstep: Class 7 contains 15480 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 47007 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 10479 members 
Mstep: Class 13 contains 3081 members 
Mstep: Class 14 contains 46812 members 
Mstep: Class 15 contains 3918 members 
Mstep: Class 16 contains 1769 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84555 members 
Mstep: Class 19 contains 87939 members 
Mstep: Class 20 contains 39329 members 
Mstep: Class 21 contains 11056 members 
Mstep: Class 22 contains 91390 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 71956 members 
Mstep: Class 26 contains 13429 members 
Mstep: Class 27 contains 31490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107472.000000 Penalty: 60205.453125
Iteration 238Q: 28 clusters Score -1.021075e+08 nChanged 1119
Entering ConstructFrom: 
Score: -102107472.000000 Penalty: 60205.453125
Entering ConstructFrom: 
Trying to split cluster 1 (12053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Entering Unmasked Estep 
Score: -1396328.250000 Penalty: 1527.023682
	Iteration 0F: 2 clusters Score -1396328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1387864.250000 Penalty: 3054.047363
	Iteration 0F: 3 clusters Score -1387864 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1390685.000000 Penalty: 3054.047363
	Iteration 1F: 3 clusters Score -1390685 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1390959.750000 Penalty: 3054.047363
	Iteration 2F: 3 clusters Score -1390960 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1391225.375000 Penalty: 3054.047363
	Iteration 3F: 3 clusters Score -1391225 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1391553.750000 Penalty: 3054.047363
	Iteration 4F: 3 clusters Score -1391554 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1391964.125000 Penalty: 3054.047363
	Iteration 5F: 3 clusters Score -1391964 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1392444.875000 Penalty: 3054.047363
	Iteration 6F: 3 clusters Score -1392445 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1393009.250000 Penalty: 3054.047363
	Iteration 7F: 3 clusters Score -1393009 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1393617.125000 Penalty: 3054.047363
	Iteration 8F: 3 clusters Score -1393617 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1394155.500000 Penalty: 3054.047363
	Iteration 9Q: 3 clusters Score -1394156 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1394521.625000 Penalty: 3054.047363
	Iteration 10Q: 3 clusters Score -1394522 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1394739.750000 Penalty: 3054.047363
	Iteration 11Q: 3 clusters Score -1394740 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1394879.000000 Penalty: 3054.047363
	Iteration 12Q: 3 clusters Score -1394879 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1394962.875000 Penalty: 3054.047363
	Iteration 13Q: 3 clusters Score -1394963 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1395006.500000 Penalty: 3054.047363
	Iteration 14Q: 3 clusters Score -1395006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1395050.375000 Penalty: 3054.047363
	Iteration 15Q: 3 clusters Score -1395050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1395072.375000 Penalty: 3054.047363
	Iteration 16Q: 3 clusters Score -1395072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1395083.125000 Penalty: 3054.047363
	Iteration 17Q: 3 clusters Score -1395083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1395091.000000 Penalty: 3054.047363
	Iteration 18Q: 3 clusters Score -1395091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1395099.000000 Penalty: 3054.047363
	Iteration 19Q: 3 clusters Score -1395099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1395103.625000 Penalty: 3054.047363
	Iteration 20F: 3 clusters Score -1395104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1395104.375000 Penalty: 3054.047363
	Iteration 21Q: 3 clusters Score -1395104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1395104.125000 Penalty: 3054.047363
	Iteration 22Q: 3 clusters Score -1395104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1395105.625000 Penalty: 3054.047363
	Iteration 23Q: 3 clusters Score -1395106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1395106.875000 Penalty: 3054.047363
	Iteration 24Q: 3 clusters Score -1395107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1395110.375000 Penalty: 3054.047363
	Iteration 25Q: 3 clusters Score -1395110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1395112.875000 Penalty: 3054.047363
	Iteration 26Q: 3 clusters Score -1395113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1395114.000000 Penalty: 3054.047363
	Iteration 27Q: 3 clusters Score -1395114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1395115.375000 Penalty: 3054.047363
	Iteration 28Q: 3 clusters Score -1395115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1395118.250000 Penalty: 3054.047363
	Iteration 29Q: 3 clusters Score -1395118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1395118.250000 Penalty: 3054.047363
	Iteration 30Q: 3 clusters Score -1395118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1395118.125000 Penalty: 3054.047363
	Iteration 31Q: 3 clusters Score -1395118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1395119.000000 Penalty: 3054.047363
	Iteration 32Q: 3 clusters Score -1395119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1395118.750000 Penalty: 3054.047363
	Iteration 33Q: 3 clusters Score -1395119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1395119.375000 Penalty: 3054.047363
	Iteration 34Q: 3 clusters Score -1395119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1395119.750000 Penalty: 3054.047363
	Iteration 35Q: 3 clusters Score -1395120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1395120.250000 Penalty: 3054.047363
	Iteration 36Q: 3 clusters Score -1395120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1395120.250000 Penalty: 3054.047363
	Iteration 37F: 3 clusters Score -1395120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Entering Unmasked Estep 
Score: -1622987.000000 Penalty: 1554.107666
	Iteration 0F: 2 clusters Score -1622987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1613103.625000 Penalty: 3108.215332
	Iteration 0F: 3 clusters Score -1613104 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1616506.000000 Penalty: 3108.215332
	Iteration 1F: 3 clusters Score -1616506 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1616917.250000 Penalty: 3108.215332
	Iteration 2F: 3 clusters Score -1616917 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1617325.250000 Penalty: 3108.215332
	Iteration 3F: 3 clusters Score -1617325 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1617778.375000 Penalty: 3108.215332
	Iteration 4F: 3 clusters Score -1617778 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1618222.125000 Penalty: 3108.215332
	Iteration 5F: 3 clusters Score -1618222 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1618729.000000 Penalty: 3108.215332
	Iteration 6F: 3 clusters Score -1618729 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1619316.250000 Penalty: 3108.215332
	Iteration 7F: 3 clusters Score -1619316 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1619850.875000 Penalty: 3108.215332
	Iteration 8F: 3 clusters Score -1619851 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1620309.125000 Penalty: 3108.215332
	Iteration 9Q: 3 clusters Score -1620309 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1620747.750000 Penalty: 3108.215332
	Iteration 10Q: 3 clusters Score -1620748 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1621070.625000 Penalty: 3108.215332
	Iteration 11Q: 3 clusters Score -1621071 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1621248.750000 Penalty: 3108.215332
	Iteration 12Q: 3 clusters Score -1621249 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1621360.000000 Penalty: 3108.215332
	Iteration 13Q: 3 clusters Score -1621360 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1621444.375000 Penalty: 3108.215332
	Iteration 14Q: 3 clusters Score -1621444 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1621514.750000 Penalty: 3108.215332
	Iteration 15Q: 3 clusters Score -1621515 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1621568.750000 Penalty: 3108.215332
	Iteration 16Q: 3 clusters Score -1621569 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1621601.125000 Penalty: 3108.215332
	Iteration 17Q: 3 clusters Score -1621601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1621622.125000 Penalty: 3108.215332
	Iteration 18Q: 3 clusters Score -1621622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1621633.125000 Penalty: 3108.215332
	Iteration 19Q: 3 clusters Score -1621633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1621647.875000 Penalty: 3108.215332
	Iteration 20F: 3 clusters Score -1621648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1621658.750000 Penalty: 3108.215332
	Iteration 21Q: 3 clusters Score -1621659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1621672.000000 Penalty: 3108.215332
	Iteration 22Q: 3 clusters Score -1621672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1621682.125000 Penalty: 3108.215332
	Iteration 23Q: 3 clusters Score -1621682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1621687.125000 Penalty: 3108.215332
	Iteration 24Q: 3 clusters Score -1621687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1621691.875000 Penalty: 3108.215332
	Iteration 25Q: 3 clusters Score -1621692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1621698.000000 Penalty: 3108.215332
	Iteration 26Q: 3 clusters Score -1621698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1621702.875000 Penalty: 3108.215332
	Iteration 27Q: 3 clusters Score -1621703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1621706.375000 Penalty: 3108.215332
	Iteration 28Q: 3 clusters Score -1621706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1621707.625000 Penalty: 3108.215332
	Iteration 29Q: 3 clusters Score -1621708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1621709.375000 Penalty: 3108.215332
	Iteration 30Q: 3 clusters Score -1621709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1621709.375000 Penalty: 3108.215332
	Iteration 31F: 3 clusters Score -1621709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Entering Unmasked Estep 
Score: -1668538.125000 Penalty: 1562.903931
	Iteration 0F: 2 clusters Score -1668538 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 7570 members 
Entering Unmasked Estep 
Score: -1658057.250000 Penalty: 3125.807861
	Iteration 0F: 3 clusters Score -1658057 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1661642.875000 Penalty: 3125.807861
	Iteration 1F: 3 clusters Score -1661643 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1661886.750000 Penalty: 3125.807861
	Iteration 2Q: 3 clusters Score -1661887 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1662092.250000 Penalty: 3125.807861
	Iteration 3Q: 3 clusters Score -1662092 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1662310.125000 Penalty: 3125.807861
	Iteration 4Q: 3 clusters Score -1662310 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1662563.875000 Penalty: 3125.807861
	Iteration 5Q: 3 clusters Score -1662564 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1662915.500000 Penalty: 3125.807861
	Iteration 6Q: 3 clusters Score -1662916 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1663465.625000 Penalty: 3125.807861
	Iteration 7F: 3 clusters Score -1663466 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1664276.375000 Penalty: 3125.807861
	Iteration 8F: 3 clusters Score -1664276 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1665235.750000 Penalty: 3125.807861
	Iteration 9F: 3 clusters Score -1665236 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1666071.125000 Penalty: 3125.807861
	Iteration 10F: 3 clusters Score -1666071 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1666556.500000 Penalty: 3125.807861
	Iteration 11Q: 3 clusters Score -1666556 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1666824.625000 Penalty: 3125.807861
	Iteration 12Q: 3 clusters Score -1666825 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1666958.375000 Penalty: 3125.807861
	Iteration 13Q: 3 clusters Score -1666958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1667034.375000 Penalty: 3125.807861
	Iteration 14Q: 3 clusters Score -1667034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1667085.250000 Penalty: 3125.807861
	Iteration 15Q: 3 clusters Score -1667085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1667113.375000 Penalty: 3125.807861
	Iteration 16Q: 3 clusters Score -1667113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1667128.125000 Penalty: 3125.807861
	Iteration 17Q: 3 clusters Score -1667128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1667143.125000 Penalty: 3125.807861
	Iteration 18Q: 3 clusters Score -1667143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1667154.250000 Penalty: 3125.807861
	Iteration 19Q: 3 clusters Score -1667154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1667161.625000 Penalty: 3125.807861
	Iteration 20F: 3 clusters Score -1667162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1667162.625000 Penalty: 3125.807861
	Iteration 21Q: 3 clusters Score -1667163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1667163.750000 Penalty: 3125.807861
	Iteration 22Q: 3 clusters Score -1667164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1667163.500000 Penalty: 3125.807861
	Iteration 23Q: 3 clusters Score -1667164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1667163.500000 Penalty: 3125.807861
	Iteration 24F: 3 clusters Score -1667164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -61791.234375 Penalty: 1031.165894
	Iteration 0F: 2 clusters Score -61791.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60701.222656 Penalty: 2062.331787
	Iteration 0F: 3 clusters Score -60701.22 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -60867.398438 Penalty: 2062.331787
	Iteration 1F: 3 clusters Score -60867.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60925.824219 Penalty: 2062.331787
	Iteration 2F: 3 clusters Score -60925.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60946.640625 Penalty: 2062.331787
	Iteration 3Q: 3 clusters Score -60946.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60961.781250 Penalty: 2062.331787
	Iteration 4Q: 3 clusters Score -60961.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60968.675781 Penalty: 2062.331787
	Iteration 5Q: 3 clusters Score -60968.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60968.675781 Penalty: 2062.331787
	Iteration 6F: 3 clusters Score -60968.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (141578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141578 members 
Entering Unmasked Estep 
Score: -16067449.000000 Penalty: 1927.348511
	Iteration 0F: 2 clusters Score -1.606745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -15975122.000000 Penalty: 3854.697021
	Iteration 0F: 3 clusters Score -1.597512e+07 nChanged 68157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73563 members 
Mstep: Class 2 contains 68015 members 
Entering Unmasked Estep 
Score: -16014387.000000 Penalty: 3854.697021
	Iteration 1F: 3 clusters Score -1.601439e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -16015204.000000 Penalty: 3854.697021
	Iteration 2Q: 3 clusters Score -1.60152e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78129 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -16016332.000000 Penalty: 3854.697021
	Iteration 3Q: 3 clusters Score -1.601633e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82427 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -16018158.000000 Penalty: 3854.697021
	Iteration 4Q: 3 clusters Score -1.601816e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88982 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -16021491.000000 Penalty: 3854.697021
	Iteration 5Q: 3 clusters Score -1.602149e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -16027554.000000 Penalty: 3854.697021
	Iteration 6F: 3 clusters Score -1.602755e+07 nChanged 12333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110758 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -16037240.000000 Penalty: 3854.697021
	Iteration 7F: 3 clusters Score -1.603724e+07 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123701 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -16049119.000000 Penalty: 3854.697021
	Iteration 8F: 3 clusters Score -1.604912e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133749 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -16058530.000000 Penalty: 3854.697021
	Iteration 9F: 3 clusters Score -1.605853e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138836 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -16063225.000000 Penalty: 3854.697021
	Iteration 10Q: 3 clusters Score -1.606322e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140599 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -16064904.000000 Penalty: 3854.697021
	Iteration 11Q: 3 clusters Score -1.60649e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141089 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -16065402.000000 Penalty: 3854.697021
	Iteration 12Q: 3 clusters Score -1.60654e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141238 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -16065605.000000 Penalty: 3854.697021
	Iteration 13Q: 3 clusters Score -1.60656e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141277 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -16065661.000000 Penalty: 3854.697021
	Iteration 14Q: 3 clusters Score -1.606566e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141286 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -16065722.000000 Penalty: 3854.697021
	Iteration 15Q: 3 clusters Score -1.606572e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141294 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -16065750.000000 Penalty: 3854.697021
	Iteration 16Q: 3 clusters Score -1.606575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141295 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16065768.000000 Penalty: 3854.697021
	Iteration 17Q: 3 clusters Score -1.606577e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141297 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -16065777.000000 Penalty: 3854.697021
	Iteration 18Q: 3 clusters Score -1.606578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141296 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16065779.000000 Penalty: 3854.697021
	Iteration 19Q: 3 clusters Score -1.606578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141299 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16065789.000000 Penalty: 3854.697021
	Iteration 20F: 3 clusters Score -1.606579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141303 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -16065798.000000 Penalty: 3854.697021
	Iteration 21Q: 3 clusters Score -1.60658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141302 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16065793.000000 Penalty: 3854.697021
	Iteration 22Q: 3 clusters Score -1.606579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141303 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -16065808.000000 Penalty: 3854.697021
	Iteration 23Q: 3 clusters Score -1.606581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141302 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16065814.000000 Penalty: 3854.697021
	Iteration 24Q: 3 clusters Score -1.606581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141299 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16065815.000000 Penalty: 3854.697021
	Iteration 25Q: 3 clusters Score -1.606582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141299 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16065818.000000 Penalty: 3854.697021
	Iteration 26Q: 3 clusters Score -1.606582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141301 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16065812.000000 Penalty: 3854.697021
	Iteration 27Q: 3 clusters Score -1.606581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141302 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16065813.000000 Penalty: 3854.697021
	Iteration 28Q: 3 clusters Score -1.606581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141302 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -16065813.000000 Penalty: 3854.697021
	Iteration 29F: 3 clusters Score -1.606581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152679 members 
Entering Unmasked Estep 
Score: -17249444.000000 Penalty: 1939.615112
	Iteration 0F: 2 clusters Score -1.724944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -17148974.000000 Penalty: 3879.230225
	Iteration 0F: 3 clusters Score -1.714897e+07 nChanged 73856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -17193644.000000 Penalty: 3879.230225
	Iteration 1F: 3 clusters Score -1.719364e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76574 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -17195614.000000 Penalty: 3879.230225
	Iteration 2Q: 3 clusters Score -1.719561e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -17198486.000000 Penalty: 3879.230225
	Iteration 3Q: 3 clusters Score -1.719849e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -17203082.000000 Penalty: 3879.230225
	Iteration 4F: 3 clusters Score -1.720308e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -17209336.000000 Penalty: 3879.230225
	Iteration 5F: 3 clusters Score -1.720934e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -17217374.000000 Penalty: 3879.230225
	Iteration 6F: 3 clusters Score -1.721737e+07 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 77011 members 
Entering Unmasked Estep 
Score: -17224284.000000 Penalty: 3879.230225
	Iteration 7F: 3 clusters Score -1.722428e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -17228162.000000 Penalty: 3879.230225
	Iteration 8F: 3 clusters Score -1.722816e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 77906 members 
Entering Unmasked Estep 
Score: -17229688.000000 Penalty: 3879.230225
	Iteration 9Q: 3 clusters Score -1.722969e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 78406 members 
Entering Unmasked Estep 
Score: -17230428.000000 Penalty: 3879.230225
	Iteration 10Q: 3 clusters Score -1.723043e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 78896 members 
Entering Unmasked Estep 
Score: -17230930.000000 Penalty: 3879.230225
	Iteration 11Q: 3 clusters Score -1.723093e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -17231488.000000 Penalty: 3879.230225
	Iteration 12Q: 3 clusters Score -1.723149e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 79918 members 
Entering Unmasked Estep 
Score: -17232042.000000 Penalty: 3879.230225
	Iteration 13Q: 3 clusters Score -1.723204e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72245 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -17232388.000000 Penalty: 3879.230225
	Iteration 14Q: 3 clusters Score -1.723239e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -17232870.000000 Penalty: 3879.230225
	Iteration 15Q: 3 clusters Score -1.723287e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71356 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -17233408.000000 Penalty: 3879.230225
	Iteration 16Q: 3 clusters Score -1.723341e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 81756 members 
Entering Unmasked Estep 
Score: -17233860.000000 Penalty: 3879.230225
	Iteration 17Q: 3 clusters Score -1.723386e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70494 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
Score: -17234272.000000 Penalty: 3879.230225
	Iteration 18Q: 3 clusters Score -1.723427e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70091 members 
Mstep: Class 2 contains 82588 members 
Entering Unmasked Estep 
Score: -17234532.000000 Penalty: 3879.230225
	Iteration 19Q: 3 clusters Score -1.723453e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 82994 members 
Entering Unmasked Estep 
Score: -17234832.000000 Penalty: 3879.230225
	Iteration 20F: 3 clusters Score -1.723483e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 83439 members 
Entering Unmasked Estep 
Score: -17235236.000000 Penalty: 3879.230225
	Iteration 21Q: 3 clusters Score -1.723524e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 83902 members 
Entering Unmasked Estep 
Score: -17235590.000000 Penalty: 3879.230225
	Iteration 22Q: 3 clusters Score -1.723559e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 84347 members 
Entering Unmasked Estep 
Score: -17235820.000000 Penalty: 3879.230225
	Iteration 23Q: 3 clusters Score -1.723582e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -17236174.000000 Penalty: 3879.230225
	Iteration 24Q: 3 clusters Score -1.723617e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 85304 members 
Entering Unmasked Estep 
Score: -17236478.000000 Penalty: 3879.230225
	Iteration 25Q: 3 clusters Score -1.723648e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 85818 members 
Entering Unmasked Estep 
Score: -17236814.000000 Penalty: 3879.230225
	Iteration 26Q: 3 clusters Score -1.723681e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -17237176.000000 Penalty: 3879.230225
	Iteration 27Q: 3 clusters Score -1.723718e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65862 members 
Mstep: Class 2 contains 86817 members 
Entering Unmasked Estep 
Score: -17237490.000000 Penalty: 3879.230225
	Iteration 28Q: 3 clusters Score -1.723749e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65302 members 
Mstep: Class 2 contains 87377 members 
Entering Unmasked Estep 
Score: -17237798.000000 Penalty: 3879.230225
	Iteration 29Q: 3 clusters Score -1.72378e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -17238176.000000 Penalty: 3879.230225
	Iteration 30Q: 3 clusters Score -1.723818e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 88692 members 
Entering Unmasked Estep 
Score: -17238544.000000 Penalty: 3879.230225
	Iteration 31Q: 3 clusters Score -1.723854e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 89357 members 
Entering Unmasked Estep 
Score: -17238794.000000 Penalty: 3879.230225
	Iteration 32Q: 3 clusters Score -1.723879e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -17238976.000000 Penalty: 3879.230225
	Iteration 33Q: 3 clusters Score -1.723898e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 90684 members 
Entering Unmasked Estep 
Score: -17239174.000000 Penalty: 3879.230225
	Iteration 34Q: 3 clusters Score -1.723917e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
Score: -17239438.000000 Penalty: 3879.230225
	Iteration 35Q: 3 clusters Score -1.723944e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -17239750.000000 Penalty: 3879.230225
	Iteration 36Q: 3 clusters Score -1.723975e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -17239934.000000 Penalty: 3879.230225
	Iteration 37Q: 3 clusters Score -1.723993e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -17240076.000000 Penalty: 3879.230225
	Iteration 38Q: 3 clusters Score -1.724008e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 94402 members 
Entering Unmasked Estep 
Score: -17240310.000000 Penalty: 3879.230225
	Iteration 39Q: 3 clusters Score -1.724031e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -17240546.000000 Penalty: 3879.230225
	Iteration 40F: 3 clusters Score -1.724055e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 96303 members 
Entering Unmasked Estep 
Score: -17240738.000000 Penalty: 3879.230225
	Iteration 41Q: 3 clusters Score -1.724074e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 97326 members 
Entering Unmasked Estep 
Score: -17240852.000000 Penalty: 3879.230225
	Iteration 42Q: 3 clusters Score -1.724085e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 98374 members 
Entering Unmasked Estep 
Score: -17241042.000000 Penalty: 3879.230225
	Iteration 43Q: 3 clusters Score -1.724104e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 99472 members 
Entering Unmasked Estep 
Score: -17241202.000000 Penalty: 3879.230225
	Iteration 44Q: 3 clusters Score -1.72412e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 100662 members 
Entering Unmasked Estep 
Score: -17241332.000000 Penalty: 3879.230225
	Iteration 45Q: 3 clusters Score -1.724133e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -17241474.000000 Penalty: 3879.230225
	Iteration 46Q: 3 clusters Score -1.724147e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 103155 members 
Entering Unmasked Estep 
Score: -17241612.000000 Penalty: 3879.230225
	Iteration 47Q: 3 clusters Score -1.724161e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 104519 members 
Entering Unmasked Estep 
Score: -17241766.000000 Penalty: 3879.230225
	Iteration 48Q: 3 clusters Score -1.724177e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 105968 members 
Entering Unmasked Estep 
Score: -17241968.000000 Penalty: 3879.230225
	Iteration 49Q: 3 clusters Score -1.724197e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 107469 members 
Entering Unmasked Estep 
Score: -17242100.000000 Penalty: 3879.230225
	Iteration 50Q: 3 clusters Score -1.72421e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 109002 members 
Entering Unmasked Estep 
Score: -17242346.000000 Penalty: 3879.230225
	Iteration 51Q: 3 clusters Score -1.724235e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 110604 members 
Entering Unmasked Estep 
Score: -17242598.000000 Penalty: 3879.230225
	Iteration 52Q: 3 clusters Score -1.72426e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 112238 members 
Entering Unmasked Estep 
Score: -17242744.000000 Penalty: 3879.230225
	Iteration 53Q: 3 clusters Score -1.724274e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 113844 members 
Entering Unmasked Estep 
Score: -17242972.000000 Penalty: 3879.230225
	Iteration 54Q: 3 clusters Score -1.724297e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 115489 members 
Entering Unmasked Estep 
Score: -17243286.000000 Penalty: 3879.230225
	Iteration 55Q: 3 clusters Score -1.724329e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 117142 members 
Entering Unmasked Estep 
Score: -17243446.000000 Penalty: 3879.230225
	Iteration 56Q: 3 clusters Score -1.724345e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 118952 members 
Entering Unmasked Estep 
Score: -17243660.000000 Penalty: 3879.230225
	Iteration 57Q: 3 clusters Score -1.724366e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 120840 members 
Entering Unmasked Estep 
Score: -17244078.000000 Penalty: 3879.230225
	Iteration 58Q: 3 clusters Score -1.724408e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 122694 members 
Entering Unmasked Estep 
Score: -17244350.000000 Penalty: 3879.230225
	Iteration 59Q: 3 clusters Score -1.724435e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 124565 members 
Entering Unmasked Estep 
Score: -17244586.000000 Penalty: 3879.230225
	Iteration 60F: 3 clusters Score -1.724459e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 126472 members 
Entering Unmasked Estep 
Score: -17244854.000000 Penalty: 3879.230225
	Iteration 61Q: 3 clusters Score -1.724485e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 128410 members 
Entering Unmasked Estep 
Score: -17245228.000000 Penalty: 3879.230225
	Iteration 62Q: 3 clusters Score -1.724523e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 130277 members 
Entering Unmasked Estep 
Score: -17245696.000000 Penalty: 3879.230225
	Iteration 63Q: 3 clusters Score -1.72457e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 132118 members 
Entering Unmasked Estep 
Score: -17246094.000000 Penalty: 3879.230225
	Iteration 64Q: 3 clusters Score -1.724609e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 133891 members 
Entering Unmasked Estep 
Score: -17246432.000000 Penalty: 3879.230225
	Iteration 65Q: 3 clusters Score -1.724643e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 135598 members 
Entering Unmasked Estep 
Score: -17246882.000000 Penalty: 3879.230225
	Iteration 66Q: 3 clusters Score -1.724688e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 137197 members 
Entering Unmasked Estep 
Score: -17247204.000000 Penalty: 3879.230225
	Iteration 67Q: 3 clusters Score -1.72472e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 138720 members 
Entering Unmasked Estep 
Score: -17247500.000000 Penalty: 3879.230225
	Iteration 68Q: 3 clusters Score -1.72475e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 140153 members 
Entering Unmasked Estep 
Score: -17247800.000000 Penalty: 3879.230225
	Iteration 69Q: 3 clusters Score -1.72478e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 141519 members 
Entering Unmasked Estep 
Score: -17247988.000000 Penalty: 3879.230225
	Iteration 70Q: 3 clusters Score -1.724799e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 142774 members 
Entering Unmasked Estep 
Score: -17248280.000000 Penalty: 3879.230225
	Iteration 71Q: 3 clusters Score -1.724828e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 143942 members 
Entering Unmasked Estep 
Score: -17248550.000000 Penalty: 3879.230225
	Iteration 72Q: 3 clusters Score -1.724855e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 144948 members 
Entering Unmasked Estep 
Score: -17248708.000000 Penalty: 3879.230225
	Iteration 73Q: 3 clusters Score -1.724871e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 145817 members 
Entering Unmasked Estep 
Score: -17248896.000000 Penalty: 3879.230225
	Iteration 74Q: 3 clusters Score -1.72489e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 146604 members 
Entering Unmasked Estep 
Score: -17248996.000000 Penalty: 3879.230225
	Iteration 75Q: 3 clusters Score -1.7249e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 147278 members 
Entering Unmasked Estep 
Score: -17249032.000000 Penalty: 3879.230225
	Iteration 76Q: 3 clusters Score -1.724903e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 147828 members 
Entering Unmasked Estep 
Score: -17248974.000000 Penalty: 3879.230225
	Iteration 77Q: 3 clusters Score -1.724897e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 148271 members 
Entering Unmasked Estep 
Score: -17249112.000000 Penalty: 3879.230225
	Iteration 78Q: 3 clusters Score -1.724911e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 148658 members 
Entering Unmasked Estep 
Score: -17249134.000000 Penalty: 3879.230225
	Iteration 79Q: 3 clusters Score -1.724913e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 149023 members 
Entering Unmasked Estep 
Score: -17249130.000000 Penalty: 3879.230225
	Iteration 80F: 3 clusters Score -1.724913e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 149351 members 
Entering Unmasked Estep 
Score: -17249116.000000 Penalty: 3879.230225
	Iteration 81Q: 3 clusters Score -1.724912e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 149626 members 
Entering Unmasked Estep 
Score: -17249128.000000 Penalty: 3879.230225
	Iteration 82Q: 3 clusters Score -1.724913e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 149889 members 
Entering Unmasked Estep 
Score: -17249092.000000 Penalty: 3879.230225
	Iteration 83Q: 3 clusters Score -1.724909e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 150094 members 
Entering Unmasked Estep 
Score: -17249052.000000 Penalty: 3879.230225
	Iteration 84Q: 3 clusters Score -1.724905e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 150275 members 
Entering Unmasked Estep 
Score: -17249028.000000 Penalty: 3879.230225
	Iteration 85Q: 3 clusters Score -1.724903e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 150411 members 
Entering Unmasked Estep 
Score: -17249010.000000 Penalty: 3879.230225
	Iteration 86Q: 3 clusters Score -1.724901e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 150510 members 
Entering Unmasked Estep 
Score: -17249024.000000 Penalty: 3879.230225
	Iteration 87Q: 3 clusters Score -1.724902e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 150606 members 
Entering Unmasked Estep 
Score: -17248998.000000 Penalty: 3879.230225
	Iteration 88Q: 3 clusters Score -1.7249e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 150705 members 
Entering Unmasked Estep 
Score: -17248968.000000 Penalty: 3879.230225
	Iteration 89Q: 3 clusters Score -1.724897e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 150785 members 
Entering Unmasked Estep 
Score: -17248936.000000 Penalty: 3879.230225
	Iteration 90Q: 3 clusters Score -1.724894e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 150844 members 
Entering Unmasked Estep 
Score: -17248930.000000 Penalty: 3879.230225
	Iteration 91Q: 3 clusters Score -1.724893e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 150881 members 
Entering Unmasked Estep 
Score: -17248958.000000 Penalty: 3879.230225
	Iteration 92Q: 3 clusters Score -1.724896e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 150911 members 
Entering Unmasked Estep 
Score: -17248962.000000 Penalty: 3879.230225
	Iteration 93Q: 3 clusters Score -1.724896e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 150954 members 
Entering Unmasked Estep 
Score: -17248954.000000 Penalty: 3879.230225
	Iteration 94Q: 3 clusters Score -1.724895e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 150991 members 
Entering Unmasked Estep 
Score: -17248946.000000 Penalty: 3879.230225
	Iteration 95Q: 3 clusters Score -1.724895e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 151014 members 
Entering Unmasked Estep 
Score: -17248942.000000 Penalty: 3879.230225
	Iteration 96Q: 3 clusters Score -1.724894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 151031 members 
Entering Unmasked Estep 
Score: -17248954.000000 Penalty: 3879.230225
	Iteration 97Q: 3 clusters Score -1.724895e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 151045 members 
Entering Unmasked Estep 
Score: -17248954.000000 Penalty: 3879.230225
	Iteration 98Q: 3 clusters Score -1.724895e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 151053 members 
Entering Unmasked Estep 
Score: -17248948.000000 Penalty: 3879.230225
	Iteration 99Q: 3 clusters Score -1.724895e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 151071 members 
Entering Unmasked Estep 
Score: -17248948.000000 Penalty: 3879.230225
	Iteration 100F: 3 clusters Score -1.724895e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 151084 members 
Entering Unmasked Estep 
Score: -17248924.000000 Penalty: 3879.230225
	Iteration 101Q: 3 clusters Score -1.724892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 151098 members 
Entering Unmasked Estep 
Score: -17248936.000000 Penalty: 3879.230225
	Iteration 102Q: 3 clusters Score -1.724894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 151101 members 
Entering Unmasked Estep 
Score: -17248932.000000 Penalty: 3879.230225
	Iteration 103Q: 3 clusters Score -1.724893e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 151111 members 
Entering Unmasked Estep 
Score: -17248928.000000 Penalty: 3879.230225
	Iteration 104Q: 3 clusters Score -1.724893e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 151119 members 
Entering Unmasked Estep 
Score: -17248942.000000 Penalty: 3879.230225
	Iteration 105Q: 3 clusters Score -1.724894e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 151132 members 
Entering Unmasked Estep 
Score: -17248934.000000 Penalty: 3879.230225
	Iteration 106Q: 3 clusters Score -1.724893e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 151145 members 
Entering Unmasked Estep 
Score: -17248938.000000 Penalty: 3879.230225
	Iteration 107Q: 3 clusters Score -1.724894e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 151158 members 
Entering Unmasked Estep 
Score: -17248922.000000 Penalty: 3879.230225
	Iteration 108Q: 3 clusters Score -1.724892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 151172 members 
Entering Unmasked Estep 
Score: -17248928.000000 Penalty: 3879.230225
	Iteration 109Q: 3 clusters Score -1.724893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 151176 members 
Entering Unmasked Estep 
Score: -17248928.000000 Penalty: 3879.230225
	Iteration 110Q: 3 clusters Score -1.724893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 151181 members 
Entering Unmasked Estep 
Score: -17248916.000000 Penalty: 3879.230225
	Iteration 111Q: 3 clusters Score -1.724892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 151184 members 
Entering Unmasked Estep 
Score: -17248910.000000 Penalty: 3879.230225
	Iteration 112Q: 3 clusters Score -1.724891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 151190 members 
Entering Unmasked Estep 
Score: -17248912.000000 Penalty: 3879.230225
	Iteration 113Q: 3 clusters Score -1.724891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 151192 members 
Entering Unmasked Estep 
Score: -17248916.000000 Penalty: 3879.230225
	Iteration 114Q: 3 clusters Score -1.724892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 151195 members 
Entering Unmasked Estep 
Score: -17248924.000000 Penalty: 3879.230225
	Iteration 115Q: 3 clusters Score -1.724892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 151199 members 
Entering Unmasked Estep 
Score: -17248912.000000 Penalty: 3879.230225
	Iteration 116Q: 3 clusters Score -1.724891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 151197 members 
Entering Unmasked Estep 
Score: -17248916.000000 Penalty: 3879.230225
	Iteration 117Q: 3 clusters Score -1.724892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 151194 members 
Entering Unmasked Estep 
Score: -17248922.000000 Penalty: 3879.230225
	Iteration 118Q: 3 clusters Score -1.724892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 151196 members 
Entering Unmasked Estep 
Score: -17248930.000000 Penalty: 3879.230225
	Iteration 119Q: 3 clusters Score -1.724893e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 151202 members 
Entering Unmasked Estep 
Score: -17248930.000000 Penalty: 3879.230225
	Iteration 120F: 3 clusters Score -1.724893e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 151210 members 
Entering Unmasked Estep 
Score: -17248958.000000 Penalty: 3879.230225
	Iteration 121Q: 3 clusters Score -1.724896e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 151216 members 
Entering Unmasked Estep 
Score: -17248954.000000 Penalty: 3879.230225
	Iteration 122Q: 3 clusters Score -1.724895e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 151225 members 
Entering Unmasked Estep 
Score: -17248978.000000 Penalty: 3879.230225
	Iteration 123Q: 3 clusters Score -1.724898e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 151230 members 
Entering Unmasked Estep 
Score: -17248980.000000 Penalty: 3879.230225
	Iteration 124Q: 3 clusters Score -1.724898e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 151233 members 
Entering Unmasked Estep 
Score: -17248964.000000 Penalty: 3879.230225
	Iteration 125Q: 3 clusters Score -1.724896e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 151240 members 
Entering Unmasked Estep 
Score: -17248974.000000 Penalty: 3879.230225
	Iteration 126Q: 3 clusters Score -1.724897e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 151242 members 
Entering Unmasked Estep 
Score: -17248974.000000 Penalty: 3879.230225
	Iteration 127Q: 3 clusters Score -1.724897e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 151244 members 
Entering Unmasked Estep 
Score: -17248978.000000 Penalty: 3879.230225
	Iteration 128Q: 3 clusters Score -1.724898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 151260 members 
Entering Unmasked Estep 
Score: -17248962.000000 Penalty: 3879.230225
	Iteration 129Q: 3 clusters Score -1.724896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 151276 members 
Entering Unmasked Estep 
Score: -17248966.000000 Penalty: 3879.230225
	Iteration 130Q: 3 clusters Score -1.724897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 151285 members 
Entering Unmasked Estep 
Score: -17248964.000000 Penalty: 3879.230225
	Iteration 131Q: 3 clusters Score -1.724896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 151294 members 
Entering Unmasked Estep 
Score: -17248954.000000 Penalty: 3879.230225
	Iteration 132Q: 3 clusters Score -1.724895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 151299 members 
Entering Unmasked Estep 
Score: -17248962.000000 Penalty: 3879.230225
	Iteration 133Q: 3 clusters Score -1.724896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 151301 members 
Entering Unmasked Estep 
Score: -17248960.000000 Penalty: 3879.230225
	Iteration 134Q: 3 clusters Score -1.724896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 151304 members 
Entering Unmasked Estep 
Score: -17248956.000000 Penalty: 3879.230225
	Iteration 135Q: 3 clusters Score -1.724896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 151306 members 
Entering Unmasked Estep 
Score: -17248974.000000 Penalty: 3879.230225
	Iteration 136Q: 3 clusters Score -1.724897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 151308 members 
Entering Unmasked Estep 
Score: -17248988.000000 Penalty: 3879.230225
	Iteration 137Q: 3 clusters Score -1.724899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 151305 members 
Entering Unmasked Estep 
Score: -17248980.000000 Penalty: 3879.230225
	Iteration 138Q: 3 clusters Score -1.724898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 151301 members 
Entering Unmasked Estep 
Score: -17248988.000000 Penalty: 3879.230225
	Iteration 139Q: 3 clusters Score -1.724899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 151301 members 
Entering Unmasked Estep 
Score: -17248988.000000 Penalty: 3879.230225
	Iteration 140F: 3 clusters Score -1.724899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Entering Unmasked Estep 
Score: -1797404.000000 Penalty: 1568.074829
	Iteration 0F: 2 clusters Score -1797404 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 7834 members 
Entering Unmasked Estep 
Score: -1786578.875000 Penalty: 3136.149658
	Iteration 0F: 3 clusters Score -1786579 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1790336.500000 Penalty: 3136.149658
	Iteration 1F: 3 clusters Score -1790336 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1790705.375000 Penalty: 3136.149658
	Iteration 2F: 3 clusters Score -1790705 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1791085.500000 Penalty: 3136.149658
	Iteration 3F: 3 clusters Score -1791086 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1791500.250000 Penalty: 3136.149658
	Iteration 4F: 3 clusters Score -1791500 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1791986.000000 Penalty: 3136.149658
	Iteration 5F: 3 clusters Score -1791986 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1792471.875000 Penalty: 3136.149658
	Iteration 6F: 3 clusters Score -1792472 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1792994.750000 Penalty: 3136.149658
	Iteration 7F: 3 clusters Score -1792995 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1793578.375000 Penalty: 3136.149658
	Iteration 8F: 3 clusters Score -1793578 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1794158.875000 Penalty: 3136.149658
	Iteration 9Q: 3 clusters Score -1794159 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1794624.000000 Penalty: 3136.149658
	Iteration 10Q: 3 clusters Score -1794624 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1794963.000000 Penalty: 3136.149658
	Iteration 11Q: 3 clusters Score -1794963 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1795237.500000 Penalty: 3136.149658
	Iteration 12Q: 3 clusters Score -1795238 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1795470.000000 Penalty: 3136.149658
	Iteration 13Q: 3 clusters Score -1795470 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1795631.000000 Penalty: 3136.149658
	Iteration 14Q: 3 clusters Score -1795631 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1795736.000000 Penalty: 3136.149658
	Iteration 15Q: 3 clusters Score -1795736 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1795799.250000 Penalty: 3136.149658
	Iteration 16Q: 3 clusters Score -1795799 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1795847.375000 Penalty: 3136.149658
	Iteration 17Q: 3 clusters Score -1795847 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1795910.000000 Penalty: 3136.149658
	Iteration 18Q: 3 clusters Score -1795910 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1795951.625000 Penalty: 3136.149658
	Iteration 19Q: 3 clusters Score -1795952 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1795983.125000 Penalty: 3136.149658
	Iteration 20F: 3 clusters Score -1795983 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1796000.375000 Penalty: 3136.149658
	Iteration 21Q: 3 clusters Score -1796000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1796019.125000 Penalty: 3136.149658
	Iteration 22Q: 3 clusters Score -1796019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1796029.000000 Penalty: 3136.149658
	Iteration 23Q: 3 clusters Score -1796029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1796039.000000 Penalty: 3136.149658
	Iteration 24Q: 3 clusters Score -1796039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1796051.000000 Penalty: 3136.149658
	Iteration 25Q: 3 clusters Score -1796051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1796060.125000 Penalty: 3136.149658
	Iteration 26Q: 3 clusters Score -1796060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1796070.375000 Penalty: 3136.149658
	Iteration 27Q: 3 clusters Score -1796070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1796074.500000 Penalty: 3136.149658
	Iteration 28Q: 3 clusters Score -1796074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1796081.125000 Penalty: 3136.149658
	Iteration 29Q: 3 clusters Score -1796081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1796092.625000 Penalty: 3136.149658
	Iteration 30Q: 3 clusters Score -1796093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1796091.000000 Penalty: 3136.149658
	Iteration 31Q: 3 clusters Score -1796091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1796095.500000 Penalty: 3136.149658
	Iteration 32Q: 3 clusters Score -1796096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1796101.125000 Penalty: 3136.149658
	Iteration 33Q: 3 clusters Score -1796101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1796106.750000 Penalty: 3136.149658
	Iteration 34Q: 3 clusters Score -1796107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1796107.750000 Penalty: 3136.149658
	Iteration 35Q: 3 clusters Score -1796108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1796109.250000 Penalty: 3136.149658
	Iteration 36Q: 3 clusters Score -1796109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1796108.500000 Penalty: 3136.149658
	Iteration 37Q: 3 clusters Score -1796108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1796108.500000 Penalty: 3136.149658
	Iteration 38F: 3 clusters Score -1796108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Entering Unmasked Estep 
Score: -474157.406250 Penalty: 1362.456421
	Iteration 0F: 2 clusters Score -474157.4 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 2258 members 
Entering Unmasked Estep 
Score: -470596.500000 Penalty: 2724.912842
	Iteration 0F: 3 clusters Score -470596.5 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -471823.843750 Penalty: 2724.912842
	Iteration 1F: 3 clusters Score -471823.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -472469.750000 Penalty: 2724.912842
	Iteration 2F: 3 clusters Score -472469.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -472990.968750 Penalty: 2724.912842
	Iteration 3F: 3 clusters Score -472991 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -473317.062500 Penalty: 2724.912842
	Iteration 4F: 3 clusters Score -473317.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -473476.781250 Penalty: 2724.912842
	Iteration 5Q: 3 clusters Score -473476.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -473565.218750 Penalty: 2724.912842
	Iteration 6Q: 3 clusters Score -473565.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -473606.031250 Penalty: 2724.912842
	Iteration 7Q: 3 clusters Score -473606 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -473633.968750 Penalty: 2724.912842
	Iteration 8Q: 3 clusters Score -473634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -473659.125000 Penalty: 2724.912842
	Iteration 9Q: 3 clusters Score -473659.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -473678.218750 Penalty: 2724.912842
	Iteration 10Q: 3 clusters Score -473678.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -473694.906250 Penalty: 2724.912842
	Iteration 11Q: 3 clusters Score -473694.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -473709.093750 Penalty: 2724.912842
	Iteration 12Q: 3 clusters Score -473709.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -473717.312500 Penalty: 2724.912842
	Iteration 13Q: 3 clusters Score -473717.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -473723.906250 Penalty: 2724.912842
	Iteration 14Q: 3 clusters Score -473723.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -473729.968750 Penalty: 2724.912842
	Iteration 15Q: 3 clusters Score -473730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -473732.375000 Penalty: 2724.912842
	Iteration 16Q: 3 clusters Score -473732.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -473736.468750 Penalty: 2724.912842
	Iteration 17Q: 3 clusters Score -473736.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -473740.625000 Penalty: 2724.912842
	Iteration 18Q: 3 clusters Score -473740.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -473742.437500 Penalty: 2724.912842
	Iteration 19Q: 3 clusters Score -473742.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -473745.593750 Penalty: 2724.912842
	Iteration 20F: 3 clusters Score -473745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -473749.343750 Penalty: 2724.912842
	Iteration 21Q: 3 clusters Score -473749.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -473754.281250 Penalty: 2724.912842
	Iteration 22Q: 3 clusters Score -473754.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -473757.718750 Penalty: 2724.912842
	Iteration 23Q: 3 clusters Score -473757.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -473761.031250 Penalty: 2724.912842
	Iteration 24Q: 3 clusters Score -473761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -473764.812500 Penalty: 2724.912842
	Iteration 25Q: 3 clusters Score -473764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -473766.000000 Penalty: 2724.912842
	Iteration 26Q: 3 clusters Score -473766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -473766.531250 Penalty: 2724.912842
	Iteration 27Q: 3 clusters Score -473766.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -473769.937500 Penalty: 2724.912842
	Iteration 28Q: 3 clusters Score -473769.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -473775.343750 Penalty: 2724.912842
	Iteration 29Q: 3 clusters Score -473775.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -473776.781250 Penalty: 2724.912842
	Iteration 30Q: 3 clusters Score -473776.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -473778.500000 Penalty: 2724.912842
	Iteration 31Q: 3 clusters Score -473778.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -473781.531250 Penalty: 2724.912842
	Iteration 32Q: 3 clusters Score -473781.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -473783.031250 Penalty: 2724.912842
	Iteration 33Q: 3 clusters Score -473783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -473786.843750 Penalty: 2724.912842
	Iteration 34Q: 3 clusters Score -473786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -473787.000000 Penalty: 2724.912842
	Iteration 35Q: 3 clusters Score -473787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -473787.000000 Penalty: 2724.912842
	Iteration 36F: 3 clusters Score -473787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Entering Unmasked Estep 
Score: -5546070.000000 Penalty: 1749.038452
	Iteration 0F: 2 clusters Score -5546070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -5514502.500000 Penalty: 3498.076904
	Iteration 0F: 3 clusters Score -5514502 nChanged 22044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -5526613.500000 Penalty: 3498.076904
	Iteration 1F: 3 clusters Score -5526614 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -5526905.000000 Penalty: 3498.076904
	Iteration 2Q: 3 clusters Score -5526905 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -5527324.000000 Penalty: 3498.076904
	Iteration 3Q: 3 clusters Score -5527324 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5527888.000000 Penalty: 3498.076904
	Iteration 4Q: 3 clusters Score -5527888 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -5528852.500000 Penalty: 3498.076904
	Iteration 5Q: 3 clusters Score -5528852 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -5530500.000000 Penalty: 3498.076904
	Iteration 6F: 3 clusters Score -5530500 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -5533413.500000 Penalty: 3498.076904
	Iteration 7F: 3 clusters Score -5533414 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -5537503.000000 Penalty: 3498.076904
	Iteration 8F: 3 clusters Score -5537503 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -5541378.500000 Penalty: 3498.076904
	Iteration 9F: 3 clusters Score -5541378 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -5543512.000000 Penalty: 3498.076904
	Iteration 10Q: 3 clusters Score -5543512 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -5544217.500000 Penalty: 3498.076904
	Iteration 11Q: 3 clusters Score -5544218 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -5544391.000000 Penalty: 3498.076904
	Iteration 12Q: 3 clusters Score -5544391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -5544461.000000 Penalty: 3498.076904
	Iteration 13Q: 3 clusters Score -5544461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -5544488.000000 Penalty: 3498.076904
	Iteration 14Q: 3 clusters Score -5544488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -5544501.500000 Penalty: 3498.076904
	Iteration 15Q: 3 clusters Score -5544502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -5544505.000000 Penalty: 3498.076904
	Iteration 16Q: 3 clusters Score -5544505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -5544504.000000 Penalty: 3498.076904
	Iteration 17Q: 3 clusters Score -5544504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -5544513.500000 Penalty: 3498.076904
	Iteration 18Q: 3 clusters Score -5544514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -5544524.000000 Penalty: 3498.076904
	Iteration 19Q: 3 clusters Score -5544524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -5544525.000000 Penalty: 3498.076904
	Iteration 20F: 3 clusters Score -5544525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -5544531.500000 Penalty: 3498.076904
	Iteration 21Q: 3 clusters Score -5544532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -5544531.500000 Penalty: 3498.076904
	Iteration 22F: 3 clusters Score -5544532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Entering Unmasked Estep 
Score: -437177.031250 Penalty: 1338.676392
	Iteration 0F: 2 clusters Score -437177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -433901.375000 Penalty: 2677.352783
	Iteration 0F: 3 clusters Score -433901.4 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -434686.312500 Penalty: 2677.352783
	Iteration 1F: 3 clusters Score -434686.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -434834.875000 Penalty: 2677.352783
	Iteration 2F: 3 clusters Score -434834.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -434933.468750 Penalty: 2677.352783
	Iteration 3F: 3 clusters Score -434933.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -434997.593750 Penalty: 2677.352783
	Iteration 4Q: 3 clusters Score -434997.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -435049.250000 Penalty: 2677.352783
	Iteration 5Q: 3 clusters Score -435049.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -435081.375000 Penalty: 2677.352783
	Iteration 6Q: 3 clusters Score -435081.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -435106.000000 Penalty: 2677.352783
	Iteration 7Q: 3 clusters Score -435106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -435121.593750 Penalty: 2677.352783
	Iteration 8Q: 3 clusters Score -435121.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -435137.718750 Penalty: 2677.352783
	Iteration 9Q: 3 clusters Score -435137.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -435152.468750 Penalty: 2677.352783
	Iteration 10Q: 3 clusters Score -435152.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -435169.843750 Penalty: 2677.352783
	Iteration 11Q: 3 clusters Score -435169.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -435185.843750 Penalty: 2677.352783
	Iteration 12Q: 3 clusters Score -435185.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -435202.281250 Penalty: 2677.352783
	Iteration 13Q: 3 clusters Score -435202.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -435214.562500 Penalty: 2677.352783
	Iteration 14Q: 3 clusters Score -435214.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -435226.812500 Penalty: 2677.352783
	Iteration 15Q: 3 clusters Score -435226.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -435237.906250 Penalty: 2677.352783
	Iteration 16Q: 3 clusters Score -435237.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -435251.593750 Penalty: 2677.352783
	Iteration 17Q: 3 clusters Score -435251.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -435266.375000 Penalty: 2677.352783
	Iteration 18Q: 3 clusters Score -435266.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -435278.937500 Penalty: 2677.352783
	Iteration 19Q: 3 clusters Score -435278.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -435293.937500 Penalty: 2677.352783
	Iteration 20F: 3 clusters Score -435293.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -435312.156250 Penalty: 2677.352783
	Iteration 21Q: 3 clusters Score -435312.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -435329.531250 Penalty: 2677.352783
	Iteration 22Q: 3 clusters Score -435329.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -435346.031250 Penalty: 2677.352783
	Iteration 23Q: 3 clusters Score -435346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -435370.250000 Penalty: 2677.352783
	Iteration 24Q: 3 clusters Score -435370.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -435391.250000 Penalty: 2677.352783
	Iteration 25Q: 3 clusters Score -435391.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -435416.781250 Penalty: 2677.352783
	Iteration 26Q: 3 clusters Score -435416.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -435435.281250 Penalty: 2677.352783
	Iteration 27Q: 3 clusters Score -435435.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -435454.250000 Penalty: 2677.352783
	Iteration 28Q: 3 clusters Score -435454.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -435474.281250 Penalty: 2677.352783
	Iteration 29Q: 3 clusters Score -435474.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -435498.375000 Penalty: 2677.352783
	Iteration 30Q: 3 clusters Score -435498.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -435520.343750 Penalty: 2677.352783
	Iteration 31Q: 3 clusters Score -435520.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -435543.593750 Penalty: 2677.352783
	Iteration 32Q: 3 clusters Score -435543.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -435558.031250 Penalty: 2677.352783
	Iteration 33Q: 3 clusters Score -435558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -435572.437500 Penalty: 2677.352783
	Iteration 34Q: 3 clusters Score -435572.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -435585.468750 Penalty: 2677.352783
	Iteration 35Q: 3 clusters Score -435585.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -435602.843750 Penalty: 2677.352783
	Iteration 36Q: 3 clusters Score -435602.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -435619.968750 Penalty: 2677.352783
	Iteration 37Q: 3 clusters Score -435620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -435648.281250 Penalty: 2677.352783
	Iteration 38Q: 3 clusters Score -435648.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -435683.000000 Penalty: 2677.352783
	Iteration 39Q: 3 clusters Score -435683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -435714.656250 Penalty: 2677.352783
	Iteration 40F: 3 clusters Score -435714.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -435738.562500 Penalty: 2677.352783
	Iteration 41Q: 3 clusters Score -435738.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -435767.406250 Penalty: 2677.352783
	Iteration 42Q: 3 clusters Score -435767.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -435791.500000 Penalty: 2677.352783
	Iteration 43Q: 3 clusters Score -435791.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -435807.906250 Penalty: 2677.352783
	Iteration 44Q: 3 clusters Score -435807.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -435825.187500 Penalty: 2677.352783
	Iteration 45Q: 3 clusters Score -435825.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -435837.843750 Penalty: 2677.352783
	Iteration 46Q: 3 clusters Score -435837.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -435852.437500 Penalty: 2677.352783
	Iteration 47Q: 3 clusters Score -435852.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -435861.468750 Penalty: 2677.352783
	Iteration 48Q: 3 clusters Score -435861.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -435871.125000 Penalty: 2677.352783
	Iteration 49Q: 3 clusters Score -435871.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -435880.812500 Penalty: 2677.352783
	Iteration 50Q: 3 clusters Score -435880.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -435890.812500 Penalty: 2677.352783
	Iteration 51Q: 3 clusters Score -435890.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -435897.218750 Penalty: 2677.352783
	Iteration 52Q: 3 clusters Score -435897.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -435903.375000 Penalty: 2677.352783
	Iteration 53Q: 3 clusters Score -435903.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -435907.500000 Penalty: 2677.352783
	Iteration 54Q: 3 clusters Score -435907.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -435909.437500 Penalty: 2677.352783
	Iteration 55Q: 3 clusters Score -435909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -435911.125000 Penalty: 2677.352783
	Iteration 56Q: 3 clusters Score -435911.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -435913.375000 Penalty: 2677.352783
	Iteration 57Q: 3 clusters Score -435913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -435913.281250 Penalty: 2677.352783
	Iteration 58Q: 3 clusters Score -435913.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -435913.281250 Penalty: 2677.352783
	Iteration 59F: 3 clusters Score -435913.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -229554.046875 Penalty: 1248.852051
	Iteration 0F: 2 clusters Score -229554 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 1118 members 
Entering Unmasked Estep 
Score: -227432.625000 Penalty: 2497.704102
	Iteration 0F: 3 clusters Score -227432.6 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -228224.109375 Penalty: 2497.704102
	Iteration 1F: 3 clusters Score -228224.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -228637.453125 Penalty: 2497.704102
	Iteration 2F: 3 clusters Score -228637.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -229067.531250 Penalty: 2497.704102
	Iteration 3F: 3 clusters Score -229067.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -229583.328125 Penalty: 2497.704102
	Iteration 4F: 3 clusters Score -229583.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -229943.921875 Penalty: 2497.704102
	Iteration 5F: 3 clusters Score -229943.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -230218.187500 Penalty: 2497.704102
	Iteration 6Q: 3 clusters Score -230218.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -230292.328125 Penalty: 2497.704102
	Iteration 7Q: 3 clusters Score -230292.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -230329.359375 Penalty: 2497.704102
	Iteration 8Q: 3 clusters Score -230329.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -230338.046875 Penalty: 2497.704102
	Iteration 9Q: 3 clusters Score -230338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -230341.796875 Penalty: 2497.704102
	Iteration 10Q: 3 clusters Score -230341.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -230343.593750 Penalty: 2497.704102
	Iteration 11Q: 3 clusters Score -230343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -230345.812500 Penalty: 2497.704102
	Iteration 12Q: 3 clusters Score -230345.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -230348.828125 Penalty: 2497.704102
	Iteration 13Q: 3 clusters Score -230348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -230349.609375 Penalty: 2497.704102
	Iteration 14Q: 3 clusters Score -230349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -230349.609375 Penalty: 2497.704102
	Iteration 15F: 3 clusters Score -230349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 15031 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 141578 members 
Mstep: Class 6 contains 152679 members 
Mstep: Class 7 contains 15517 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 47255 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 10471 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 46810 members 
Mstep: Class 15 contains 3922 members 
Mstep: Class 16 contains 1769 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84612 members 
Mstep: Class 19 contains 87928 members 
Mstep: Class 20 contains 39318 members 
Mstep: Class 21 contains 11062 members 
Mstep: Class 22 contains 91255 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 71961 members 
Mstep: Class 26 contains 13430 members 
Mstep: Class 27 contains 31293 members 
Mstep: Class 28 contains 1725 members 
Entering Unmasked Estep 
Score: -102106848.000000 Penalty: 62435.281250
Splitting cluster 11 changes total score from -102107472.000000 to -102106848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (10471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Entering Unmasked Estep 
Score: -1211616.125000 Penalty: 1504.159302
	Iteration 0F: 2 clusters Score -1211616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1204158.500000 Penalty: 3008.318604
	Iteration 0F: 3 clusters Score -1204158 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1206672.375000 Penalty: 3008.318604
	Iteration 1F: 3 clusters Score -1206672 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1206889.625000 Penalty: 3008.318604
	Iteration 2F: 3 clusters Score -1206890 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1207086.000000 Penalty: 3008.318604
	Iteration 3Q: 3 clusters Score -1207086 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1207306.250000 Penalty: 3008.318604
	Iteration 4Q: 3 clusters Score -1207306 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1207528.125000 Penalty: 3008.318604
	Iteration 5Q: 3 clusters Score -1207528 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1207780.750000 Penalty: 3008.318604
	Iteration 6Q: 3 clusters Score -1207781 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1208058.125000 Penalty: 3008.318604
	Iteration 7Q: 3 clusters Score -1208058 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1208355.500000 Penalty: 3008.318604
	Iteration 8Q: 3 clusters Score -1208356 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1208673.500000 Penalty: 3008.318604
	Iteration 9Q: 3 clusters Score -1208674 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1208915.875000 Penalty: 3008.318604
	Iteration 10Q: 3 clusters Score -1208916 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1209052.750000 Penalty: 3008.318604
	Iteration 11Q: 3 clusters Score -1209053 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1209113.750000 Penalty: 3008.318604
	Iteration 12Q: 3 clusters Score -1209114 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1209149.875000 Penalty: 3008.318604
	Iteration 13Q: 3 clusters Score -1209150 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1209176.250000 Penalty: 3008.318604
	Iteration 14Q: 3 clusters Score -1209176 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1209190.500000 Penalty: 3008.318604
	Iteration 15Q: 3 clusters Score -1209190 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1209200.125000 Penalty: 3008.318604
	Iteration 16Q: 3 clusters Score -1209200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1209205.250000 Penalty: 3008.318604
	Iteration 17Q: 3 clusters Score -1209205 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1209218.625000 Penalty: 3008.318604
	Iteration 18Q: 3 clusters Score -1209219 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1209231.750000 Penalty: 3008.318604
	Iteration 19Q: 3 clusters Score -1209232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1209244.250000 Penalty: 3008.318604
	Iteration 20F: 3 clusters Score -1209244 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1209256.625000 Penalty: 3008.318604
	Iteration 21Q: 3 clusters Score -1209257 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1209264.500000 Penalty: 3008.318604
	Iteration 22Q: 3 clusters Score -1209264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1209276.000000 Penalty: 3008.318604
	Iteration 23Q: 3 clusters Score -1209276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1209286.625000 Penalty: 3008.318604
	Iteration 24Q: 3 clusters Score -1209287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1209294.375000 Penalty: 3008.318604
	Iteration 25Q: 3 clusters Score -1209294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1209299.125000 Penalty: 3008.318604
	Iteration 26Q: 3 clusters Score -1209299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1209307.250000 Penalty: 3008.318604
	Iteration 27Q: 3 clusters Score -1209307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1209314.125000 Penalty: 3008.318604
	Iteration 28Q: 3 clusters Score -1209314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1209319.625000 Penalty: 3008.318604
	Iteration 29Q: 3 clusters Score -1209320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1209330.625000 Penalty: 3008.318604
	Iteration 30Q: 3 clusters Score -1209331 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1209342.500000 Penalty: 3008.318604
	Iteration 31Q: 3 clusters Score -1209342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1209354.375000 Penalty: 3008.318604
	Iteration 32Q: 3 clusters Score -1209354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1209357.125000 Penalty: 3008.318604
	Iteration 33Q: 3 clusters Score -1209357 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1209367.625000 Penalty: 3008.318604
	Iteration 34Q: 3 clusters Score -1209368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1209368.625000 Penalty: 3008.318604
	Iteration 35Q: 3 clusters Score -1209369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1209374.125000 Penalty: 3008.318604
	Iteration 36Q: 3 clusters Score -1209374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1209376.000000 Penalty: 3008.318604
	Iteration 37Q: 3 clusters Score -1209376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1209380.375000 Penalty: 3008.318604
	Iteration 38Q: 3 clusters Score -1209380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1209386.500000 Penalty: 3008.318604
	Iteration 39Q: 3 clusters Score -1209386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1209387.125000 Penalty: 3008.318604
	Iteration 40F: 3 clusters Score -1209387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1209388.125000 Penalty: 3008.318604
	Iteration 41Q: 3 clusters Score -1209388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1209396.625000 Penalty: 3008.318604
	Iteration 42Q: 3 clusters Score -1209397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1209400.250000 Penalty: 3008.318604
	Iteration 43Q: 3 clusters Score -1209400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1209398.500000 Penalty: 3008.318604
	Iteration 44Q: 3 clusters Score -1209398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1209400.750000 Penalty: 3008.318604
	Iteration 45Q: 3 clusters Score -1209401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1209402.375000 Penalty: 3008.318604
	Iteration 46Q: 3 clusters Score -1209402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1209404.125000 Penalty: 3008.318604
	Iteration 47Q: 3 clusters Score -1209404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1209405.875000 Penalty: 3008.318604
	Iteration 48Q: 3 clusters Score -1209406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1209409.750000 Penalty: 3008.318604
	Iteration 49Q: 3 clusters Score -1209410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1209411.750000 Penalty: 3008.318604
	Iteration 50Q: 3 clusters Score -1209412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1209414.250000 Penalty: 3008.318604
	Iteration 51Q: 3 clusters Score -1209414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1209413.750000 Penalty: 3008.318604
	Iteration 52Q: 3 clusters Score -1209414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1209414.875000 Penalty: 3008.318604
	Iteration 53Q: 3 clusters Score -1209415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1209414.625000 Penalty: 3008.318604
	Iteration 54Q: 3 clusters Score -1209415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1209412.000000 Penalty: 3008.318604
	Iteration 55Q: 3 clusters Score -1209412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1209415.750000 Penalty: 3008.318604
	Iteration 56Q: 3 clusters Score -1209416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1209418.250000 Penalty: 3008.318604
	Iteration 57Q: 3 clusters Score -1209418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1209417.625000 Penalty: 3008.318604
	Iteration 58Q: 3 clusters Score -1209418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1209415.375000 Penalty: 3008.318604
	Iteration 59Q: 3 clusters Score -1209415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1209420.750000 Penalty: 3008.318604
	Iteration 60F: 3 clusters Score -1209421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1209419.375000 Penalty: 3008.318604
	Iteration 61Q: 3 clusters Score -1209419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1209424.875000 Penalty: 3008.318604
	Iteration 62Q: 3 clusters Score -1209425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1209421.750000 Penalty: 3008.318604
	Iteration 63Q: 3 clusters Score -1209422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1209425.250000 Penalty: 3008.318604
	Iteration 64Q: 3 clusters Score -1209425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1209428.125000 Penalty: 3008.318604
	Iteration 65Q: 3 clusters Score -1209428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1209429.625000 Penalty: 3008.318604
	Iteration 66Q: 3 clusters Score -1209430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1209431.500000 Penalty: 3008.318604
	Iteration 67Q: 3 clusters Score -1209432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1209431.750000 Penalty: 3008.318604
	Iteration 68Q: 3 clusters Score -1209432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1209433.500000 Penalty: 3008.318604
	Iteration 69Q: 3 clusters Score -1209434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1209435.375000 Penalty: 3008.318604
	Iteration 70Q: 3 clusters Score -1209435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1209436.625000 Penalty: 3008.318604
	Iteration 71Q: 3 clusters Score -1209437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1209437.875000 Penalty: 3008.318604
	Iteration 72Q: 3 clusters Score -1209438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1209440.750000 Penalty: 3008.318604
	Iteration 73Q: 3 clusters Score -1209441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1209441.000000 Penalty: 3008.318604
	Iteration 74Q: 3 clusters Score -1209441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1209439.750000 Penalty: 3008.318604
	Iteration 75Q: 3 clusters Score -1209440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1209441.625000 Penalty: 3008.318604
	Iteration 76Q: 3 clusters Score -1209442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1209442.000000 Penalty: 3008.318604
	Iteration 77Q: 3 clusters Score -1209442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1209445.750000 Penalty: 3008.318604
	Iteration 78Q: 3 clusters Score -1209446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1209447.875000 Penalty: 3008.318604
	Iteration 79Q: 3 clusters Score -1209448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1209448.125000 Penalty: 3008.318604
	Iteration 80F: 3 clusters Score -1209448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1209447.625000 Penalty: 3008.318604
	Iteration 81Q: 3 clusters Score -1209448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1209449.250000 Penalty: 3008.318604
	Iteration 82Q: 3 clusters Score -1209449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1209449.625000 Penalty: 3008.318604
	Iteration 83Q: 3 clusters Score -1209450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1209451.875000 Penalty: 3008.318604
	Iteration 84Q: 3 clusters Score -1209452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1209451.250000 Penalty: 3008.318604
	Iteration 85Q: 3 clusters Score -1209451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1209452.250000 Penalty: 3008.318604
	Iteration 86Q: 3 clusters Score -1209452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1209453.500000 Penalty: 3008.318604
	Iteration 87Q: 3 clusters Score -1209454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1209453.125000 Penalty: 3008.318604
	Iteration 88Q: 3 clusters Score -1209453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1209452.125000 Penalty: 3008.318604
	Iteration 89Q: 3 clusters Score -1209452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1209450.500000 Penalty: 3008.318604
	Iteration 90Q: 3 clusters Score -1209450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1209449.875000 Penalty: 3008.318604
	Iteration 91Q: 3 clusters Score -1209450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1209450.875000 Penalty: 3008.318604
	Iteration 92Q: 3 clusters Score -1209451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1209450.625000 Penalty: 3008.318604
	Iteration 93Q: 3 clusters Score -1209451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1209453.000000 Penalty: 3008.318604
	Iteration 94Q: 3 clusters Score -1209453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1209454.000000 Penalty: 3008.318604
	Iteration 95Q: 3 clusters Score -1209454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1209454.500000 Penalty: 3008.318604
	Iteration 96Q: 3 clusters Score -1209454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1209457.250000 Penalty: 3008.318604
	Iteration 97Q: 3 clusters Score -1209457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1209457.625000 Penalty: 3008.318604
	Iteration 98Q: 3 clusters Score -1209458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1209457.875000 Penalty: 3008.318604
	Iteration 99Q: 3 clusters Score -1209458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1209454.125000 Penalty: 3008.318604
	Iteration 100F: 3 clusters Score -1209454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1209457.000000 Penalty: 3008.318604
	Iteration 101Q: 3 clusters Score -1209457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1209457.750000 Penalty: 3008.318604
	Iteration 102Q: 3 clusters Score -1209458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1209456.500000 Penalty: 3008.318604
	Iteration 103Q: 3 clusters Score -1209456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1209456.875000 Penalty: 3008.318604
	Iteration 104Q: 3 clusters Score -1209457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1209456.875000 Penalty: 3008.318604
	Iteration 105Q: 3 clusters Score -1209457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1209456.875000 Penalty: 3008.318604
	Iteration 106F: 3 clusters Score -1209457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -353829.656250 Penalty: 1305.311401
	Iteration 0F: 2 clusters Score -353829.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -351024.187500 Penalty: 2610.622803
	Iteration 0F: 3 clusters Score -351024.2 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -351667.406250 Penalty: 2610.622803
	Iteration 1F: 3 clusters Score -351667.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -351805.031250 Penalty: 2610.622803
	Iteration 2F: 3 clusters Score -351805 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -351882.500000 Penalty: 2610.622803
	Iteration 3Q: 3 clusters Score -351882.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -351931.500000 Penalty: 2610.622803
	Iteration 4Q: 3 clusters Score -351931.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -351968.625000 Penalty: 2610.622803
	Iteration 5Q: 3 clusters Score -351968.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -351995.562500 Penalty: 2610.622803
	Iteration 6Q: 3 clusters Score -351995.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -352019.500000 Penalty: 2610.622803
	Iteration 7Q: 3 clusters Score -352019.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -352039.843750 Penalty: 2610.622803
	Iteration 8Q: 3 clusters Score -352039.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -352054.843750 Penalty: 2610.622803
	Iteration 9Q: 3 clusters Score -352054.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -352069.718750 Penalty: 2610.622803
	Iteration 10Q: 3 clusters Score -352069.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -352084.343750 Penalty: 2610.622803
	Iteration 11Q: 3 clusters Score -352084.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -352092.156250 Penalty: 2610.622803
	Iteration 12Q: 3 clusters Score -352092.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -352099.281250 Penalty: 2610.622803
	Iteration 13Q: 3 clusters Score -352099.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -352108.656250 Penalty: 2610.622803
	Iteration 14Q: 3 clusters Score -352108.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -352119.156250 Penalty: 2610.622803
	Iteration 15Q: 3 clusters Score -352119.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -352122.625000 Penalty: 2610.622803
	Iteration 16Q: 3 clusters Score -352122.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -352126.875000 Penalty: 2610.622803
	Iteration 17Q: 3 clusters Score -352126.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -352131.750000 Penalty: 2610.622803
	Iteration 18Q: 3 clusters Score -352131.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -352138.312500 Penalty: 2610.622803
	Iteration 19Q: 3 clusters Score -352138.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -352144.375000 Penalty: 2610.622803
	Iteration 20F: 3 clusters Score -352144.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -352149.062500 Penalty: 2610.622803
	Iteration 21Q: 3 clusters Score -352149.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -352154.406250 Penalty: 2610.622803
	Iteration 22Q: 3 clusters Score -352154.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -352159.156250 Penalty: 2610.622803
	Iteration 23Q: 3 clusters Score -352159.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -352164.281250 Penalty: 2610.622803
	Iteration 24Q: 3 clusters Score -352164.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -352167.812500 Penalty: 2610.622803
	Iteration 25Q: 3 clusters Score -352167.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -352173.437500 Penalty: 2610.622803
	Iteration 26Q: 3 clusters Score -352173.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -352174.500000 Penalty: 2610.622803
	Iteration 27Q: 3 clusters Score -352174.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -352177.125000 Penalty: 2610.622803
	Iteration 28Q: 3 clusters Score -352177.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -352179.968750 Penalty: 2610.622803
	Iteration 29Q: 3 clusters Score -352180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -352182.656250 Penalty: 2610.622803
	Iteration 30Q: 3 clusters Score -352182.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -352184.812500 Penalty: 2610.622803
	Iteration 31Q: 3 clusters Score -352184.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -352187.281250 Penalty: 2610.622803
	Iteration 32Q: 3 clusters Score -352187.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -352189.031250 Penalty: 2610.622803
	Iteration 33Q: 3 clusters Score -352189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -352193.062500 Penalty: 2610.622803
	Iteration 34Q: 3 clusters Score -352193.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -352194.812500 Penalty: 2610.622803
	Iteration 35Q: 3 clusters Score -352194.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -352196.437500 Penalty: 2610.622803
	Iteration 36Q: 3 clusters Score -352196.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -352197.656250 Penalty: 2610.622803
	Iteration 37Q: 3 clusters Score -352197.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -352199.125000 Penalty: 2610.622803
	Iteration 38Q: 3 clusters Score -352199.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -352200.718750 Penalty: 2610.622803
	Iteration 39Q: 3 clusters Score -352200.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -352203.000000 Penalty: 2610.622803
	Iteration 40F: 3 clusters Score -352203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -352203.687500 Penalty: 2610.622803
	Iteration 41Q: 3 clusters Score -352203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -352203.687500 Penalty: 2610.622803
	Iteration 42F: 3 clusters Score -352203.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Entering Unmasked Estep 
Score: -5369028.500000 Penalty: 1747.500977
	Iteration 0F: 2 clusters Score -5369028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -5337775.000000 Penalty: 3495.001953
	Iteration 0F: 3 clusters Score -5337775 nChanged 21767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -5349981.000000 Penalty: 3495.001953
	Iteration 1F: 3 clusters Score -5349981 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -5350397.500000 Penalty: 3495.001953
	Iteration 2Q: 3 clusters Score -5350398 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -5350793.000000 Penalty: 3495.001953
	Iteration 3Q: 3 clusters Score -5350793 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -5351293.000000 Penalty: 3495.001953
	Iteration 4Q: 3 clusters Score -5351293 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -5351860.500000 Penalty: 3495.001953
	Iteration 5Q: 3 clusters Score -5351860 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -5352569.000000 Penalty: 3495.001953
	Iteration 6Q: 3 clusters Score -5352569 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -5353504.500000 Penalty: 3495.001953
	Iteration 7Q: 3 clusters Score -5353504 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -5354676.500000 Penalty: 3495.001953
	Iteration 8Q: 3 clusters Score -5354676 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -5356266.000000 Penalty: 3495.001953
	Iteration 9F: 3 clusters Score -5356266 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -5358391.000000 Penalty: 3495.001953
	Iteration 10F: 3 clusters Score -5358391 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -5360526.500000 Penalty: 3495.001953
	Iteration 11F: 3 clusters Score -5360526 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -5362370.000000 Penalty: 3495.001953
	Iteration 12F: 3 clusters Score -5362370 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -5363447.000000 Penalty: 3495.001953
	Iteration 13Q: 3 clusters Score -5363447 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -5364150.500000 Penalty: 3495.001953
	Iteration 14Q: 3 clusters Score -5364150 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -5364645.500000 Penalty: 3495.001953
	Iteration 15Q: 3 clusters Score -5364646 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -5365003.500000 Penalty: 3495.001953
	Iteration 16Q: 3 clusters Score -5365004 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -5365326.500000 Penalty: 3495.001953
	Iteration 17Q: 3 clusters Score -5365326 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -5365585.000000 Penalty: 3495.001953
	Iteration 18Q: 3 clusters Score -5365585 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -5365816.000000 Penalty: 3495.001953
	Iteration 19Q: 3 clusters Score -5365816 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -5366021.500000 Penalty: 3495.001953
	Iteration 20F: 3 clusters Score -5366022 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -5366180.000000 Penalty: 3495.001953
	Iteration 21Q: 3 clusters Score -5366180 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5366319.000000 Penalty: 3495.001953
	Iteration 22Q: 3 clusters Score -5366319 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -5366462.000000 Penalty: 3495.001953
	Iteration 23Q: 3 clusters Score -5366462 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -5366597.500000 Penalty: 3495.001953
	Iteration 24Q: 3 clusters Score -5366598 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -5366697.500000 Penalty: 3495.001953
	Iteration 25Q: 3 clusters Score -5366698 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -5366803.000000 Penalty: 3495.001953
	Iteration 26Q: 3 clusters Score -5366803 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -5366922.500000 Penalty: 3495.001953
	Iteration 27Q: 3 clusters Score -5366922 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -5367034.000000 Penalty: 3495.001953
	Iteration 28Q: 3 clusters Score -5367034 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -5367136.000000 Penalty: 3495.001953
	Iteration 29Q: 3 clusters Score -5367136 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -5367252.500000 Penalty: 3495.001953
	Iteration 30Q: 3 clusters Score -5367252 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -5367352.000000 Penalty: 3495.001953
	Iteration 31Q: 3 clusters Score -5367352 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -5367413.500000 Penalty: 3495.001953
	Iteration 32Q: 3 clusters Score -5367414 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -5367481.500000 Penalty: 3495.001953
	Iteration 33Q: 3 clusters Score -5367482 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -5367546.000000 Penalty: 3495.001953
	Iteration 34Q: 3 clusters Score -5367546 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -5367599.000000 Penalty: 3495.001953
	Iteration 35Q: 3 clusters Score -5367599 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -5367641.000000 Penalty: 3495.001953
	Iteration 36Q: 3 clusters Score -5367641 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -5367658.500000 Penalty: 3495.001953
	Iteration 37Q: 3 clusters Score -5367658 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -5367693.500000 Penalty: 3495.001953
	Iteration 38Q: 3 clusters Score -5367694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -5367706.000000 Penalty: 3495.001953
	Iteration 39Q: 3 clusters Score -5367706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -5367709.500000 Penalty: 3495.001953
	Iteration 40F: 3 clusters Score -5367710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -5367730.000000 Penalty: 3495.001953
	Iteration 41Q: 3 clusters Score -5367730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -5367733.500000 Penalty: 3495.001953
	Iteration 42Q: 3 clusters Score -5367734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -5367729.000000 Penalty: 3495.001953
	Iteration 43Q: 3 clusters Score -5367729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -5367746.000000 Penalty: 3495.001953
	Iteration 44Q: 3 clusters Score -5367746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -5367754.000000 Penalty: 3495.001953
	Iteration 45Q: 3 clusters Score -5367754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -5367762.500000 Penalty: 3495.001953
	Iteration 46Q: 3 clusters Score -5367762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -5367761.500000 Penalty: 3495.001953
	Iteration 47Q: 3 clusters Score -5367762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -5367770.000000 Penalty: 3495.001953
	Iteration 48Q: 3 clusters Score -5367770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -5367765.000000 Penalty: 3495.001953
	Iteration 49Q: 3 clusters Score -5367765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -5367770.500000 Penalty: 3495.001953
	Iteration 50Q: 3 clusters Score -5367770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -5367780.000000 Penalty: 3495.001953
	Iteration 51Q: 3 clusters Score -5367780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -5367781.500000 Penalty: 3495.001953
	Iteration 52Q: 3 clusters Score -5367782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -5367775.000000 Penalty: 3495.001953
	Iteration 53Q: 3 clusters Score -5367775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -5367783.000000 Penalty: 3495.001953
	Iteration 54Q: 3 clusters Score -5367783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -5367774.000000 Penalty: 3495.001953
	Iteration 55Q: 3 clusters Score -5367774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -5367776.000000 Penalty: 3495.001953
	Iteration 56Q: 3 clusters Score -5367776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -5367771.500000 Penalty: 3495.001953
	Iteration 57Q: 3 clusters Score -5367772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -5367774.000000 Penalty: 3495.001953
	Iteration 58Q: 3 clusters Score -5367774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -5367780.000000 Penalty: 3495.001953
	Iteration 59Q: 3 clusters Score -5367780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -5367779.000000 Penalty: 3495.001953
	Iteration 60F: 3 clusters Score -5367779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -5367776.000000 Penalty: 3495.001953
	Iteration 61Q: 3 clusters Score -5367776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -5367770.000000 Penalty: 3495.001953
	Iteration 62Q: 3 clusters Score -5367770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -5367771.500000 Penalty: 3495.001953
	Iteration 63Q: 3 clusters Score -5367772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -5367774.500000 Penalty: 3495.001953
	Iteration 64Q: 3 clusters Score -5367774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -5367778.500000 Penalty: 3495.001953
	Iteration 65Q: 3 clusters Score -5367778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -5367780.000000 Penalty: 3495.001953
	Iteration 66Q: 3 clusters Score -5367780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -5367778.500000 Penalty: 3495.001953
	Iteration 67Q: 3 clusters Score -5367778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -5367791.500000 Penalty: 3495.001953
	Iteration 68Q: 3 clusters Score -5367792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -5367791.500000 Penalty: 3495.001953
	Iteration 69Q: 3 clusters Score -5367792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -5367794.500000 Penalty: 3495.001953
	Iteration 70Q: 3 clusters Score -5367794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -5367794.000000 Penalty: 3495.001953
	Iteration 71Q: 3 clusters Score -5367794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -5367792.500000 Penalty: 3495.001953
	Iteration 72Q: 3 clusters Score -5367792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -5367787.500000 Penalty: 3495.001953
	Iteration 73Q: 3 clusters Score -5367788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -5367795.500000 Penalty: 3495.001953
	Iteration 74Q: 3 clusters Score -5367796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -5367794.500000 Penalty: 3495.001953
	Iteration 75Q: 3 clusters Score -5367794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -5367796.500000 Penalty: 3495.001953
	Iteration 76Q: 3 clusters Score -5367796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -5367799.500000 Penalty: 3495.001953
	Iteration 77Q: 3 clusters Score -5367800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -5367801.000000 Penalty: 3495.001953
	Iteration 78Q: 3 clusters Score -5367801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -5367800.500000 Penalty: 3495.001953
	Iteration 79Q: 3 clusters Score -5367800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -5367796.000000 Penalty: 3495.001953
	Iteration 80F: 3 clusters Score -5367796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -5367793.500000 Penalty: 3495.001953
	Iteration 81Q: 3 clusters Score -5367794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -5367793.500000 Penalty: 3495.001953
	Iteration 82F: 3 clusters Score -5367794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Entering Unmasked Estep 
Score: -455059.781250 Penalty: 1344.583008
	Iteration 0F: 2 clusters Score -455059.8 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 1937 members 
Entering Unmasked Estep 
Score: -451821.812500 Penalty: 2689.166016
	Iteration 0F: 3 clusters Score -451821.8 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -452653.687500 Penalty: 2689.166016
	Iteration 1F: 3 clusters Score -452653.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -452819.406250 Penalty: 2689.166016
	Iteration 2F: 3 clusters Score -452819.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -452938.281250 Penalty: 2689.166016
	Iteration 3F: 3 clusters Score -452938.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -453053.187500 Penalty: 2689.166016
	Iteration 4Q: 3 clusters Score -453053.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -453191.937500 Penalty: 2689.166016
	Iteration 5Q: 3 clusters Score -453191.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -453310.562500 Penalty: 2689.166016
	Iteration 6Q: 3 clusters Score -453310.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -453411.250000 Penalty: 2689.166016
	Iteration 7Q: 3 clusters Score -453411.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -453505.187500 Penalty: 2689.166016
	Iteration 8Q: 3 clusters Score -453505.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -453574.312500 Penalty: 2689.166016
	Iteration 9Q: 3 clusters Score -453574.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -453634.781250 Penalty: 2689.166016
	Iteration 10Q: 3 clusters Score -453634.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -453684.812500 Penalty: 2689.166016
	Iteration 11Q: 3 clusters Score -453684.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -453730.187500 Penalty: 2689.166016
	Iteration 12Q: 3 clusters Score -453730.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -453766.500000 Penalty: 2689.166016
	Iteration 13Q: 3 clusters Score -453766.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -453796.875000 Penalty: 2689.166016
	Iteration 14Q: 3 clusters Score -453796.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -453821.562500 Penalty: 2689.166016
	Iteration 15Q: 3 clusters Score -453821.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -453842.593750 Penalty: 2689.166016
	Iteration 16Q: 3 clusters Score -453842.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -453859.593750 Penalty: 2689.166016
	Iteration 17Q: 3 clusters Score -453859.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -453873.500000 Penalty: 2689.166016
	Iteration 18Q: 3 clusters Score -453873.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -453893.718750 Penalty: 2689.166016
	Iteration 19Q: 3 clusters Score -453893.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -453903.406250 Penalty: 2689.166016
	Iteration 20F: 3 clusters Score -453903.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -453912.125000 Penalty: 2689.166016
	Iteration 21Q: 3 clusters Score -453912.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -453918.781250 Penalty: 2689.166016
	Iteration 22Q: 3 clusters Score -453918.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -453928.843750 Penalty: 2689.166016
	Iteration 23Q: 3 clusters Score -453928.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -453933.906250 Penalty: 2689.166016
	Iteration 24Q: 3 clusters Score -453933.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -453942.531250 Penalty: 2689.166016
	Iteration 25Q: 3 clusters Score -453942.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -453951.625000 Penalty: 2689.166016
	Iteration 26Q: 3 clusters Score -453951.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -453961.500000 Penalty: 2689.166016
	Iteration 27Q: 3 clusters Score -453961.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -453967.375000 Penalty: 2689.166016
	Iteration 28Q: 3 clusters Score -453967.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -453975.500000 Penalty: 2689.166016
	Iteration 29Q: 3 clusters Score -453975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -453978.750000 Penalty: 2689.166016
	Iteration 30Q: 3 clusters Score -453978.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -453982.468750 Penalty: 2689.166016
	Iteration 31Q: 3 clusters Score -453982.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -453983.406250 Penalty: 2689.166016
	Iteration 32Q: 3 clusters Score -453983.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -453983.406250 Penalty: 2689.166016
	Iteration 33F: 3 clusters Score -453983.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -194465.921875 Penalty: 1215.202637
	Iteration 0F: 2 clusters Score -194465.9 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 897 members 
Entering Unmasked Estep 
Score: -192502.578125 Penalty: 2430.405273
	Iteration 0F: 3 clusters Score -192502.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -192898.796875 Penalty: 2430.405273
	Iteration 1F: 3 clusters Score -192898.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -192996.812500 Penalty: 2430.405273
	Iteration 2F: 3 clusters Score -192996.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -193048.859375 Penalty: 2430.405273
	Iteration 3Q: 3 clusters Score -193048.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -193084.921875 Penalty: 2430.405273
	Iteration 4Q: 3 clusters Score -193084.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -193112.671875 Penalty: 2430.405273
	Iteration 5Q: 3 clusters Score -193112.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -193131.765625 Penalty: 2430.405273
	Iteration 6Q: 3 clusters Score -193131.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -193152.125000 Penalty: 2430.405273
	Iteration 7Q: 3 clusters Score -193152.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -193167.531250 Penalty: 2430.405273
	Iteration 8Q: 3 clusters Score -193167.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -193180.359375 Penalty: 2430.405273
	Iteration 9Q: 3 clusters Score -193180.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -193194.312500 Penalty: 2430.405273
	Iteration 10Q: 3 clusters Score -193194.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -193201.781250 Penalty: 2430.405273
	Iteration 11Q: 3 clusters Score -193201.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -193204.968750 Penalty: 2430.405273
	Iteration 12Q: 3 clusters Score -193205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -193207.593750 Penalty: 2430.405273
	Iteration 13Q: 3 clusters Score -193207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -193211.359375 Penalty: 2430.405273
	Iteration 14Q: 3 clusters Score -193211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -193214.406250 Penalty: 2430.405273
	Iteration 15Q: 3 clusters Score -193214.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -193219.812500 Penalty: 2430.405273
	Iteration 16Q: 3 clusters Score -193219.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -193224.484375 Penalty: 2430.405273
	Iteration 17Q: 3 clusters Score -193224.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -193227.765625 Penalty: 2430.405273
	Iteration 18Q: 3 clusters Score -193227.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -193231.843750 Penalty: 2430.405273
	Iteration 19Q: 3 clusters Score -193231.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -193237.250000 Penalty: 2430.405273
	Iteration 20F: 3 clusters Score -193237.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -193240.468750 Penalty: 2430.405273
	Iteration 21Q: 3 clusters Score -193240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -193240.843750 Penalty: 2430.405273
	Iteration 22Q: 3 clusters Score -193240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -193241.968750 Penalty: 2430.405273
	Iteration 23Q: 3 clusters Score -193242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -193243.718750 Penalty: 2430.405273
	Iteration 24Q: 3 clusters Score -193243.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -193245.687500 Penalty: 2430.405273
	Iteration 25Q: 3 clusters Score -193245.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -193249.718750 Penalty: 2430.405273
	Iteration 26Q: 3 clusters Score -193249.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -193253.718750 Penalty: 2430.405273
	Iteration 27Q: 3 clusters Score -193253.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -193258.265625 Penalty: 2430.405273
	Iteration 28Q: 3 clusters Score -193258.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -193266.000000 Penalty: 2430.405273
	Iteration 29Q: 3 clusters Score -193266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -193271.140625 Penalty: 2430.405273
	Iteration 30Q: 3 clusters Score -193271.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -193276.812500 Penalty: 2430.405273
	Iteration 31Q: 3 clusters Score -193276.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -193281.750000 Penalty: 2430.405273
	Iteration 32Q: 3 clusters Score -193281.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -193283.546875 Penalty: 2430.405273
	Iteration 33Q: 3 clusters Score -193283.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -193285.875000 Penalty: 2430.405273
	Iteration 34Q: 3 clusters Score -193285.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -193288.421875 Penalty: 2430.405273
	Iteration 35Q: 3 clusters Score -193288.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -193290.093750 Penalty: 2430.405273
	Iteration 36Q: 3 clusters Score -193290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -193290.640625 Penalty: 2430.405273
	Iteration 37Q: 3 clusters Score -193290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -193292.000000 Penalty: 2430.405273
	Iteration 38Q: 3 clusters Score -193292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -193292.375000 Penalty: 2430.405273
	Iteration 39Q: 3 clusters Score -193292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -193292.812500 Penalty: 2430.405273
	Iteration 40F: 3 clusters Score -193292.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -18417.685547 Penalty: 864.989136
	Iteration 0F: 2 clusters Score -18417.69 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 90 members 
Entering Unmasked Estep 
Score: -17789.335938 Penalty: 1729.978271
	Iteration 0F: 3 clusters Score -17789.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17944.425781 Penalty: 1729.978271
	Iteration 1F: 3 clusters Score -17944.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18016.951172 Penalty: 1729.978271
	Iteration 2Q: 3 clusters Score -18016.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -18048.609375 Penalty: 1729.978271
	Iteration 3Q: 3 clusters Score -18048.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -18060.589844 Penalty: 1729.978271
	Iteration 4Q: 3 clusters Score -18060.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -18067.224609 Penalty: 1729.978271
	Iteration 5Q: 3 clusters Score -18067.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -18067.224609 Penalty: 1729.978271
	Iteration 6F: 3 clusters Score -18067.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (84612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Entering Unmasked Estep 
Score: -9873404.000000 Penalty: 1843.697510
	Iteration 0F: 2 clusters Score -9873404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -9817775.000000 Penalty: 3687.395020
	Iteration 0F: 3 clusters Score -9817775 nChanged 40220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -9840815.000000 Penalty: 3687.395020
	Iteration 1F: 3 clusters Score -9840815 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -9841707.000000 Penalty: 3687.395020
	Iteration 2Q: 3 clusters Score -9841707 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -9843211.000000 Penalty: 3687.395020
	Iteration 3Q: 3 clusters Score -9843211 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -9845862.000000 Penalty: 3687.395020
	Iteration 4F: 3 clusters Score -9845862 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 62495 members 
Entering Unmasked Estep 
Score: -9850552.000000 Penalty: 3687.395020
	Iteration 5F: 3 clusters Score -9850552 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -9857695.000000 Penalty: 3687.395020
	Iteration 6F: 3 clusters Score -9857695 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -9865305.000000 Penalty: 3687.395020
	Iteration 7F: 3 clusters Score -9865305 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 82157 members 
Entering Unmasked Estep 
Score: -9869747.000000 Penalty: 3687.395020
	Iteration 8F: 3 clusters Score -9869747 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -9871275.000000 Penalty: 3687.395020
	Iteration 9Q: 3 clusters Score -9871275 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -9871650.000000 Penalty: 3687.395020
	Iteration 10Q: 3 clusters Score -9871650 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -9871728.000000 Penalty: 3687.395020
	Iteration 11Q: 3 clusters Score -9871728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -9871772.000000 Penalty: 3687.395020
	Iteration 12Q: 3 clusters Score -9871772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 84496 members 
Entering Unmasked Estep 
Score: -9871797.000000 Penalty: 3687.395020
	Iteration 13Q: 3 clusters Score -9871797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 84502 members 
Entering Unmasked Estep 
Score: -9871809.000000 Penalty: 3687.395020
	Iteration 14Q: 3 clusters Score -9871809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 84505 members 
Entering Unmasked Estep 
Score: -9871827.000000 Penalty: 3687.395020
	Iteration 15Q: 3 clusters Score -9871827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -9871826.000000 Penalty: 3687.395020
	Iteration 16Q: 3 clusters Score -9871826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 84507 members 
Entering Unmasked Estep 
Score: -9871836.000000 Penalty: 3687.395020
	Iteration 17Q: 3 clusters Score -9871836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 84508 members 
Entering Unmasked Estep 
Score: -9871836.000000 Penalty: 3687.395020
	Iteration 18Q: 3 clusters Score -9871836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 84508 members 
Entering Unmasked Estep 
Score: -9871836.000000 Penalty: 3687.395020
	Iteration 19F: 3 clusters Score -9871836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (87928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Entering Unmasked Estep 
Score: -10156709.000000 Penalty: 1849.944458
	Iteration 0F: 2 clusters Score -1.015671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -10098489.000000 Penalty: 3699.888916
	Iteration 0F: 3 clusters Score -1.009849e+07 nChanged 42196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -10122531.000000 Penalty: 3699.888916
	Iteration 1F: 3 clusters Score -1.012253e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -10123307.000000 Penalty: 3699.888916
	Iteration 2Q: 3 clusters Score -1.012331e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -10124643.000000 Penalty: 3699.888916
	Iteration 3Q: 3 clusters Score -1.012464e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -10126913.000000 Penalty: 3699.888916
	Iteration 4F: 3 clusters Score -1.012691e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -10131242.000000 Penalty: 3699.888916
	Iteration 5F: 3 clusters Score -1.013124e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -10138125.000000 Penalty: 3699.888916
	Iteration 6F: 3 clusters Score -1.013812e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -10146075.000000 Penalty: 3699.888916
	Iteration 7F: 3 clusters Score -1.014608e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -10151675.000000 Penalty: 3699.888916
	Iteration 8F: 3 clusters Score -1.015168e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 86422 members 
Entering Unmasked Estep 
Score: -10154043.000000 Penalty: 3699.888916
	Iteration 9Q: 3 clusters Score -1.015404e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 87273 members 
Entering Unmasked Estep 
Score: -10154820.000000 Penalty: 3699.888916
	Iteration 10Q: 3 clusters Score -1.015482e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -10155074.000000 Penalty: 3699.888916
	Iteration 11Q: 3 clusters Score -1.015507e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -10155160.000000 Penalty: 3699.888916
	Iteration 12Q: 3 clusters Score -1.015516e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 87601 members 
Entering Unmasked Estep 
Score: -10155227.000000 Penalty: 3699.888916
	Iteration 13Q: 3 clusters Score -1.015523e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 87607 members 
Entering Unmasked Estep 
Score: -10155238.000000 Penalty: 3699.888916
	Iteration 14Q: 3 clusters Score -1.015524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -10155255.000000 Penalty: 3699.888916
	Iteration 15Q: 3 clusters Score -1.015526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 87618 members 
Entering Unmasked Estep 
Score: -10155265.000000 Penalty: 3699.888916
	Iteration 16Q: 3 clusters Score -1.015526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -10155276.000000 Penalty: 3699.888916
	Iteration 17Q: 3 clusters Score -1.015528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -10155283.000000 Penalty: 3699.888916
	Iteration 18Q: 3 clusters Score -1.015528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 87626 members 
Entering Unmasked Estep 
Score: -10155285.000000 Penalty: 3699.888916
	Iteration 19Q: 3 clusters Score -1.015528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
Score: -10155291.000000 Penalty: 3699.888916
	Iteration 20F: 3 clusters Score -1.015529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
Score: -10155297.000000 Penalty: 3699.888916
	Iteration 21Q: 3 clusters Score -1.01553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 87627 members 
Entering Unmasked Estep 
Score: -10155301.000000 Penalty: 3699.888916
	Iteration 22Q: 3 clusters Score -1.01553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 87625 members 
Entering Unmasked Estep 
Score: -10155302.000000 Penalty: 3699.888916
	Iteration 23Q: 3 clusters Score -1.01553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 87625 members 
Entering Unmasked Estep 
Score: -10155302.000000 Penalty: 3699.888916
	Iteration 24F: 3 clusters Score -1.01553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Entering Unmasked Estep 
Score: -4358200.000000 Penalty: 1719.158569
	Iteration 0F: 2 clusters Score -4358200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -4331940.000000 Penalty: 3438.317139
	Iteration 0F: 3 clusters Score -4331940 nChanged 18274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -4342253.500000 Penalty: 3438.317139
	Iteration 1F: 3 clusters Score -4342254 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4342812.000000 Penalty: 3438.317139
	Iteration 2Q: 3 clusters Score -4342812 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -4343594.000000 Penalty: 3438.317139
	Iteration 3Q: 3 clusters Score -4343594 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -4344792.000000 Penalty: 3438.317139
	Iteration 4F: 3 clusters Score -4344792 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -4346624.000000 Penalty: 3438.317139
	Iteration 5F: 3 clusters Score -4346624 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -4349073.000000 Penalty: 3438.317139
	Iteration 6F: 3 clusters Score -4349073 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4351723.500000 Penalty: 3438.317139
	Iteration 7F: 3 clusters Score -4351724 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -4353936.000000 Penalty: 3438.317139
	Iteration 8F: 3 clusters Score -4353936 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -4355267.000000 Penalty: 3438.317139
	Iteration 9Q: 3 clusters Score -4355267 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -4355980.000000 Penalty: 3438.317139
	Iteration 10Q: 3 clusters Score -4355980 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -4356384.500000 Penalty: 3438.317139
	Iteration 11Q: 3 clusters Score -4356384 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -4356610.500000 Penalty: 3438.317139
	Iteration 12Q: 3 clusters Score -4356610 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -4356722.500000 Penalty: 3438.317139
	Iteration 13Q: 3 clusters Score -4356722 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -4356783.500000 Penalty: 3438.317139
	Iteration 14Q: 3 clusters Score -4356784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -4356811.000000 Penalty: 3438.317139
	Iteration 15Q: 3 clusters Score -4356811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -4356824.000000 Penalty: 3438.317139
	Iteration 16Q: 3 clusters Score -4356824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -4356831.500000 Penalty: 3438.317139
	Iteration 17Q: 3 clusters Score -4356832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -4356838.500000 Penalty: 3438.317139
	Iteration 18Q: 3 clusters Score -4356838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -4356846.500000 Penalty: 3438.317139
	Iteration 19Q: 3 clusters Score -4356846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -4356852.500000 Penalty: 3438.317139
	Iteration 20F: 3 clusters Score -4356852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -4356853.000000 Penalty: 3438.317139
	Iteration 21Q: 3 clusters Score -4356853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -4356856.000000 Penalty: 3438.317139
	Iteration 22Q: 3 clusters Score -4356856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -4356855.500000 Penalty: 3438.317139
	Iteration 23Q: 3 clusters Score -4356856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -4356855.500000 Penalty: 3438.317139
	Iteration 24F: 3 clusters Score -4356856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Entering Unmasked Estep 
Score: -1274356.125000 Penalty: 1513.081543
	Iteration 0F: 2 clusters Score -1274356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1266515.500000 Penalty: 3026.163086
	Iteration 0F: 3 clusters Score -1266516 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1269258.500000 Penalty: 3026.163086
	Iteration 1F: 3 clusters Score -1269258 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1269916.250000 Penalty: 3026.163086
	Iteration 2F: 3 clusters Score -1269916 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1270730.000000 Penalty: 3026.163086
	Iteration 3F: 3 clusters Score -1270730 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1271628.000000 Penalty: 3026.163086
	Iteration 4F: 3 clusters Score -1271628 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1272628.625000 Penalty: 3026.163086
	Iteration 5F: 3 clusters Score -1272629 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1273461.750000 Penalty: 3026.163086
	Iteration 6F: 3 clusters Score -1273462 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1273887.250000 Penalty: 3026.163086
	Iteration 7Q: 3 clusters Score -1273887 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1274033.875000 Penalty: 3026.163086
	Iteration 8Q: 3 clusters Score -1274034 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1274081.875000 Penalty: 3026.163086
	Iteration 9Q: 3 clusters Score -1274082 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1274102.000000 Penalty: 3026.163086
	Iteration 10Q: 3 clusters Score -1274102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1274105.625000 Penalty: 3026.163086
	Iteration 11Q: 3 clusters Score -1274106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1274107.875000 Penalty: 3026.163086
	Iteration 12Q: 3 clusters Score -1274108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1274109.000000 Penalty: 3026.163086
	Iteration 13Q: 3 clusters Score -1274109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1274107.625000 Penalty: 3026.163086
	Iteration 14Q: 3 clusters Score -1274108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1274109.875000 Penalty: 3026.163086
	Iteration 15Q: 3 clusters Score -1274110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1274114.375000 Penalty: 3026.163086
	Iteration 16Q: 3 clusters Score -1274114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1274116.875000 Penalty: 3026.163086
	Iteration 17Q: 3 clusters Score -1274117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1274120.625000 Penalty: 3026.163086
	Iteration 18Q: 3 clusters Score -1274121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1274122.500000 Penalty: 3026.163086
	Iteration 19Q: 3 clusters Score -1274122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1274125.125000 Penalty: 3026.163086
	Iteration 20F: 3 clusters Score -1274125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1274125.000000 Penalty: 3026.163086
	Iteration 21Q: 3 clusters Score -1274125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1274124.250000 Penalty: 3026.163086
	Iteration 22Q: 3 clusters Score -1274124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1274125.500000 Penalty: 3026.163086
	Iteration 23Q: 3 clusters Score -1274126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1274126.500000 Penalty: 3026.163086
	Iteration 24Q: 3 clusters Score -1274126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1274127.125000 Penalty: 3026.163086
	Iteration 25Q: 3 clusters Score -1274127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1274128.250000 Penalty: 3026.163086
	Iteration 26Q: 3 clusters Score -1274128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1274128.250000 Penalty: 3026.163086
	Iteration 27F: 3 clusters Score -1274128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (91255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91255 members 
Entering Unmasked Estep 
Score: -10635966.000000 Penalty: 1855.979736
	Iteration 0F: 2 clusters Score -1.063597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -10576316.000000 Penalty: 3711.959473
	Iteration 0F: 3 clusters Score -1.057632e+07 nChanged 43393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -10601209.000000 Penalty: 3711.959473
	Iteration 1F: 3 clusters Score -1.060121e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -10601939.000000 Penalty: 3711.959473
	Iteration 2Q: 3 clusters Score -1.060194e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -10603084.000000 Penalty: 3711.959473
	Iteration 3Q: 3 clusters Score -1.060308e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
Score: -10605079.000000 Penalty: 3711.959473
	Iteration 4Q: 3 clusters Score -1.060508e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -10608887.000000 Penalty: 3711.959473
	Iteration 5F: 3 clusters Score -1.060889e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -10615371.000000 Penalty: 3711.959473
	Iteration 6F: 3 clusters Score -1.061537e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 79754 members 
Entering Unmasked Estep 
Score: -10623758.000000 Penalty: 3711.959473
	Iteration 7F: 3 clusters Score -1.062376e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -10630427.000000 Penalty: 3711.959473
	Iteration 8F: 3 clusters Score -1.063043e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 90004 members 
Entering Unmasked Estep 
Score: -10633199.000000 Penalty: 3711.959473
	Iteration 9Q: 3 clusters Score -1.06332e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
Score: -10634026.000000 Penalty: 3711.959473
	Iteration 10Q: 3 clusters Score -1.063403e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -10634198.000000 Penalty: 3711.959473
	Iteration 11Q: 3 clusters Score -1.06342e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -10634265.000000 Penalty: 3711.959473
	Iteration 12Q: 3 clusters Score -1.063426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 91159 members 
Entering Unmasked Estep 
Score: -10634292.000000 Penalty: 3711.959473
	Iteration 13Q: 3 clusters Score -1.063429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 91160 members 
Entering Unmasked Estep 
Score: -10634308.000000 Penalty: 3711.959473
	Iteration 14Q: 3 clusters Score -1.063431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 91163 members 
Entering Unmasked Estep 
Score: -10634307.000000 Penalty: 3711.959473
	Iteration 15Q: 3 clusters Score -1.063431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -10634311.000000 Penalty: 3711.959473
	Iteration 16Q: 3 clusters Score -1.063431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -10634315.000000 Penalty: 3711.959473
	Iteration 17Q: 3 clusters Score -1.063432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -10634315.000000 Penalty: 3711.959473
	Iteration 18F: 3 clusters Score -1.063432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -385986.906250 Penalty: 1321.278076
	Iteration 0F: 2 clusters Score -385986.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -383022.312500 Penalty: 2642.556152
	Iteration 0F: 3 clusters Score -383022.3 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -383754.437500 Penalty: 2642.556152
	Iteration 1F: 3 clusters Score -383754.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -383922.093750 Penalty: 2642.556152
	Iteration 2F: 3 clusters Score -383922.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -384046.906250 Penalty: 2642.556152
	Iteration 3F: 3 clusters Score -384046.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -384120.093750 Penalty: 2642.556152
	Iteration 4Q: 3 clusters Score -384120.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -384160.437500 Penalty: 2642.556152
	Iteration 5Q: 3 clusters Score -384160.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -384198.656250 Penalty: 2642.556152
	Iteration 6Q: 3 clusters Score -384198.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -384234.250000 Penalty: 2642.556152
	Iteration 7Q: 3 clusters Score -384234.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -384274.093750 Penalty: 2642.556152
	Iteration 8Q: 3 clusters Score -384274.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -384321.656250 Penalty: 2642.556152
	Iteration 9Q: 3 clusters Score -384321.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -384364.500000 Penalty: 2642.556152
	Iteration 10Q: 3 clusters Score -384364.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -384405.343750 Penalty: 2642.556152
	Iteration 11Q: 3 clusters Score -384405.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -384443.625000 Penalty: 2642.556152
	Iteration 12Q: 3 clusters Score -384443.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -384487.093750 Penalty: 2642.556152
	Iteration 13Q: 3 clusters Score -384487.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -384529.562500 Penalty: 2642.556152
	Iteration 14Q: 3 clusters Score -384529.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -384580.718750 Penalty: 2642.556152
	Iteration 15Q: 3 clusters Score -384580.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -384623.406250 Penalty: 2642.556152
	Iteration 16Q: 3 clusters Score -384623.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -384658.937500 Penalty: 2642.556152
	Iteration 17Q: 3 clusters Score -384658.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -384683.000000 Penalty: 2642.556152
	Iteration 18Q: 3 clusters Score -384683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -384703.281250 Penalty: 2642.556152
	Iteration 19Q: 3 clusters Score -384703.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -384719.031250 Penalty: 2642.556152
	Iteration 20F: 3 clusters Score -384719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -384730.593750 Penalty: 2642.556152
	Iteration 21Q: 3 clusters Score -384730.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -384742.625000 Penalty: 2642.556152
	Iteration 22Q: 3 clusters Score -384742.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -384760.156250 Penalty: 2642.556152
	Iteration 23Q: 3 clusters Score -384760.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -384774.281250 Penalty: 2642.556152
	Iteration 24Q: 3 clusters Score -384774.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -384787.687500 Penalty: 2642.556152
	Iteration 25Q: 3 clusters Score -384787.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -384795.281250 Penalty: 2642.556152
	Iteration 26Q: 3 clusters Score -384795.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -384799.250000 Penalty: 2642.556152
	Iteration 27Q: 3 clusters Score -384799.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -384803.406250 Penalty: 2642.556152
	Iteration 28Q: 3 clusters Score -384803.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -384805.843750 Penalty: 2642.556152
	Iteration 29Q: 3 clusters Score -384805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -384807.843750 Penalty: 2642.556152
	Iteration 30Q: 3 clusters Score -384807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -384811.281250 Penalty: 2642.556152
	Iteration 31Q: 3 clusters Score -384811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -384813.625000 Penalty: 2642.556152
	Iteration 32Q: 3 clusters Score -384813.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -384818.843750 Penalty: 2642.556152
	Iteration 33Q: 3 clusters Score -384818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -384822.406250 Penalty: 2642.556152
	Iteration 34Q: 3 clusters Score -384822.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -384826.875000 Penalty: 2642.556152
	Iteration 35Q: 3 clusters Score -384826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -384828.406250 Penalty: 2642.556152
	Iteration 36Q: 3 clusters Score -384828.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -384828.406250 Penalty: 2642.556152
	Iteration 37F: 3 clusters Score -384828.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -101604.367188 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -101604.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -100189.820312 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -100189.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -100429.554688 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -100429.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100525.687500 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -100525.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -100570.593750 Penalty: 2237.125244
	Iteration 3Q: 3 clusters Score -100570.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -100599.742188 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -100599.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100616.210938 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -100616.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -100632.031250 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -100632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -100645.132812 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -100645.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -100661.531250 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -100661.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100678.906250 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -100678.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -100701.867188 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -100701.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -100731.414062 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -100731.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -100763.953125 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -100764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100788.554688 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -100788.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -100804.085938 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -100804.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100818.945312 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -100818.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100826.515625 Penalty: 2237.125244
	Iteration 16Q: 3 clusters Score -100826.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100833.984375 Penalty: 2237.125244
	Iteration 17Q: 3 clusters Score -100834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -100850.062500 Penalty: 2237.125244
	Iteration 18Q: 3 clusters Score -100850.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -100866.828125 Penalty: 2237.125244
	Iteration 19Q: 3 clusters Score -100866.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -100884.304688 Penalty: 2237.125244
	Iteration 20F: 3 clusters Score -100884.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -100912.554688 Penalty: 2237.125244
	Iteration 21Q: 3 clusters Score -100912.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -100928.476562 Penalty: 2237.125244
	Iteration 22Q: 3 clusters Score -100928.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100936.992188 Penalty: 2237.125244
	Iteration 23Q: 3 clusters Score -100937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100942.929688 Penalty: 2237.125244
	Iteration 24Q: 3 clusters Score -100942.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -100948.203125 Penalty: 2237.125244
	Iteration 25Q: 3 clusters Score -100948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100951.625000 Penalty: 2237.125244
	Iteration 26Q: 3 clusters Score -100951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -100953.460938 Penalty: 2237.125244
	Iteration 27Q: 3 clusters Score -100953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100956.757812 Penalty: 2237.125244
	Iteration 28Q: 3 clusters Score -100956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -100959.578125 Penalty: 2237.125244
	Iteration 29Q: 3 clusters Score -100959.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100965.273438 Penalty: 2237.125244
	Iteration 30Q: 3 clusters Score -100965.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -100972.226562 Penalty: 2237.125244
	Iteration 31Q: 3 clusters Score -100972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -100978.562500 Penalty: 2237.125244
	Iteration 32Q: 3 clusters Score -100978.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -100983.617188 Penalty: 2237.125244
	Iteration 33Q: 3 clusters Score -100983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -100989.867188 Penalty: 2237.125244
	Iteration 34Q: 3 clusters Score -100989.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100994.218750 Penalty: 2237.125244
	Iteration 35Q: 3 clusters Score -100994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -101000.421875 Penalty: 2237.125244
	Iteration 36Q: 3 clusters Score -101000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -101003.125000 Penalty: 2237.125244
	Iteration 37Q: 3 clusters Score -101003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -101004.976562 Penalty: 2237.125244
	Iteration 38Q: 3 clusters Score -101005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101007.796875 Penalty: 2237.125244
	Iteration 39Q: 3 clusters Score -101007.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101008.398438 Penalty: 2237.125244
	Iteration 40F: 3 clusters Score -101008.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (71961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Entering Unmasked Estep 
Score: -8343759.000000 Penalty: 1817.380493
	Iteration 0F: 2 clusters Score -8343759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -8295432.500000 Penalty: 3634.760986
	Iteration 0F: 3 clusters Score -8295432 nChanged 34331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -8314845.500000 Penalty: 3634.760986
	Iteration 1F: 3 clusters Score -8314846 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -8315223.000000 Penalty: 3634.760986
	Iteration 2Q: 3 clusters Score -8315223 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -8315609.500000 Penalty: 3634.760986
	Iteration 3Q: 3 clusters Score -8315610 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -8315996.000000 Penalty: 3634.760986
	Iteration 4Q: 3 clusters Score -8315996 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -8316640.500000 Penalty: 3634.760986
	Iteration 5Q: 3 clusters Score -8316640 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -8317521.500000 Penalty: 3634.760986
	Iteration 6Q: 3 clusters Score -8317522 nChanged 3436
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -8319137.500000 Penalty: 3634.760986
	Iteration 7Q: 3 clusters Score -8319138 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -8321994.500000 Penalty: 3634.760986
	Iteration 8F: 3 clusters Score -8321994 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -8326674.500000 Penalty: 3634.760986
	Iteration 9F: 3 clusters Score -8326674 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -8333120.000000 Penalty: 3634.760986
	Iteration 10F: 3 clusters Score -8333120 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -8338710.000000 Penalty: 3634.760986
	Iteration 11F: 3 clusters Score -8338710 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -8341039.500000 Penalty: 3634.760986
	Iteration 12Q: 3 clusters Score -8341040 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -8342038.000000 Penalty: 3634.760986
	Iteration 13Q: 3 clusters Score -8342038 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -8342501.500000 Penalty: 3634.760986
	Iteration 14Q: 3 clusters Score -8342502 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -8342758.500000 Penalty: 3634.760986
	Iteration 15Q: 3 clusters Score -8342758 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -8342878.500000 Penalty: 3634.760986
	Iteration 16Q: 3 clusters Score -8342878 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -8342973.500000 Penalty: 3634.760986
	Iteration 17Q: 3 clusters Score -8342974 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -8343033.500000 Penalty: 3634.760986
	Iteration 18Q: 3 clusters Score -8343034 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -8343053.000000 Penalty: 3634.760986
	Iteration 19Q: 3 clusters Score -8343053 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -8343070.000000 Penalty: 3634.760986
	Iteration 20F: 3 clusters Score -8343070 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -8343068.000000 Penalty: 3634.760986
	Iteration 21Q: 3 clusters Score -8343068 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -8343088.500000 Penalty: 3634.760986
	Iteration 22Q: 3 clusters Score -8343088 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -8343107.500000 Penalty: 3634.760986
	Iteration 23Q: 3 clusters Score -8343108 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -8343096.000000 Penalty: 3634.760986
	Iteration 24Q: 3 clusters Score -8343096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -8343080.500000 Penalty: 3634.760986
	Iteration 25Q: 3 clusters Score -8343080 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -8343101.000000 Penalty: 3634.760986
	Iteration 26Q: 3 clusters Score -8343101 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -8343082.500000 Penalty: 3634.760986
	Iteration 27Q: 3 clusters Score -8343082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -8343077.500000 Penalty: 3634.760986
	Iteration 28Q: 3 clusters Score -8343078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -8343086.000000 Penalty: 3634.760986
	Iteration 29Q: 3 clusters Score -8343086 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -8343077.500000 Penalty: 3634.760986
	Iteration 30Q: 3 clusters Score -8343078 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -8343090.000000 Penalty: 3634.760986
	Iteration 31Q: 3 clusters Score -8343090 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -8343092.000000 Penalty: 3634.760986
	Iteration 32Q: 3 clusters Score -8343092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -8343090.000000 Penalty: 3634.760986
	Iteration 33Q: 3 clusters Score -8343090 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -8343083.000000 Penalty: 3634.760986
	Iteration 34Q: 3 clusters Score -8343083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -8343087.000000 Penalty: 3634.760986
	Iteration 35Q: 3 clusters Score -8343087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -8343074.500000 Penalty: 3634.760986
	Iteration 36Q: 3 clusters Score -8343074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -8343076.500000 Penalty: 3634.760986
	Iteration 37Q: 3 clusters Score -8343076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -8343077.500000 Penalty: 3634.760986
	Iteration 38Q: 3 clusters Score -8343078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -8343085.500000 Penalty: 3634.760986
	Iteration 39Q: 3 clusters Score -8343086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -8343084.000000 Penalty: 3634.760986
	Iteration 40F: 3 clusters Score -8343084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -8343091.000000 Penalty: 3634.760986
	Iteration 41Q: 3 clusters Score -8343091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -8343086.500000 Penalty: 3634.760986
	Iteration 42Q: 3 clusters Score -8343086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -8343082.000000 Penalty: 3634.760986
	Iteration 43Q: 3 clusters Score -8343082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -8343081.500000 Penalty: 3634.760986
	Iteration 44Q: 3 clusters Score -8343082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -8343078.500000 Penalty: 3634.760986
	Iteration 45Q: 3 clusters Score -8343078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -8343082.000000 Penalty: 3634.760986
	Iteration 46Q: 3 clusters Score -8343082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -8343083.500000 Penalty: 3634.760986
	Iteration 47Q: 3 clusters Score -8343084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -8343088.500000 Penalty: 3634.760986
	Iteration 48Q: 3 clusters Score -8343088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -8343092.500000 Penalty: 3634.760986
	Iteration 49Q: 3 clusters Score -8343092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -8343087.000000 Penalty: 3634.760986
	Iteration 50Q: 3 clusters Score -8343087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -8343086.500000 Penalty: 3634.760986
	Iteration 51Q: 3 clusters Score -8343086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -8343091.500000 Penalty: 3634.760986
	Iteration 52Q: 3 clusters Score -8343092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -8343091.500000 Penalty: 3634.760986
	Iteration 53Q: 3 clusters Score -8343092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -8343088.500000 Penalty: 3634.760986
	Iteration 54Q: 3 clusters Score -8343088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -8343098.000000 Penalty: 3634.760986
	Iteration 55Q: 3 clusters Score -8343098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -8343098.500000 Penalty: 3634.760986
	Iteration 56Q: 3 clusters Score -8343098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -8343099.000000 Penalty: 3634.760986
	Iteration 57Q: 3 clusters Score -8343099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -8343100.000000 Penalty: 3634.760986
	Iteration 58Q: 3 clusters Score -8343100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -8343105.500000 Penalty: 3634.760986
	Iteration 59Q: 3 clusters Score -8343106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -8343097.000000 Penalty: 3634.760986
	Iteration 60F: 3 clusters Score -8343097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -8343102.500000 Penalty: 3634.760986
	Iteration 61Q: 3 clusters Score -8343102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -8343101.000000 Penalty: 3634.760986
	Iteration 62Q: 3 clusters Score -8343101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -8343098.000000 Penalty: 3634.760986
	Iteration 63Q: 3 clusters Score -8343098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -8343104.000000 Penalty: 3634.760986
	Iteration 64Q: 3 clusters Score -8343104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -8343104.500000 Penalty: 3634.760986
	Iteration 65Q: 3 clusters Score -8343104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -8343107.500000 Penalty: 3634.760986
	Iteration 66Q: 3 clusters Score -8343108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -8343097.000000 Penalty: 3634.760986
	Iteration 67Q: 3 clusters Score -8343097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -8343093.000000 Penalty: 3634.760986
	Iteration 68Q: 3 clusters Score -8343093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 52223 members 
Entering Unmasked Estep 
Score: -8343101.000000 Penalty: 3634.760986
	Iteration 69Q: 3 clusters Score -8343101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -8343102.500000 Penalty: 3634.760986
	Iteration 70Q: 3 clusters Score -8343102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -8343103.000000 Penalty: 3634.760986
	Iteration 71Q: 3 clusters Score -8343103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -8343110.000000 Penalty: 3634.760986
	Iteration 72Q: 3 clusters Score -8343110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -8343097.500000 Penalty: 3634.760986
	Iteration 73Q: 3 clusters Score -8343098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -8343096.500000 Penalty: 3634.760986
	Iteration 74Q: 3 clusters Score -8343096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -8343096.000000 Penalty: 3634.760986
	Iteration 75Q: 3 clusters Score -8343096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -8343091.000000 Penalty: 3634.760986
	Iteration 76Q: 3 clusters Score -8343091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -8343093.500000 Penalty: 3634.760986
	Iteration 77Q: 3 clusters Score -8343094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -8343098.000000 Penalty: 3634.760986
	Iteration 78Q: 3 clusters Score -8343098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -8343097.500000 Penalty: 3634.760986
	Iteration 79Q: 3 clusters Score -8343098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -8343096.000000 Penalty: 3634.760986
	Iteration 80F: 3 clusters Score -8343096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -8343099.000000 Penalty: 3634.760986
	Iteration 81Q: 3 clusters Score -8343099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -8343097.000000 Penalty: 3634.760986
	Iteration 82Q: 3 clusters Score -8343097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -8343095.500000 Penalty: 3634.760986
	Iteration 83Q: 3 clusters Score -8343096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -8343095.500000 Penalty: 3634.760986
	Iteration 84F: 3 clusters Score -8343096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Entering Unmasked Estep 
Score: -1567822.500000 Penalty: 1544.602539
	Iteration 0F: 2 clusters Score -1567822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1558415.000000 Penalty: 3089.205078
	Iteration 0F: 3 clusters Score -1558415 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1561651.125000 Penalty: 3089.205078
	Iteration 1F: 3 clusters Score -1561651 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1561952.000000 Penalty: 3089.205078
	Iteration 2F: 3 clusters Score -1561952 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1562259.375000 Penalty: 3089.205078
	Iteration 3F: 3 clusters Score -1562259 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1562558.375000 Penalty: 3089.205078
	Iteration 4Q: 3 clusters Score -1562558 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1562926.375000 Penalty: 3089.205078
	Iteration 5Q: 3 clusters Score -1562926 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1563377.500000 Penalty: 3089.205078
	Iteration 6F: 3 clusters Score -1563378 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1563955.875000 Penalty: 3089.205078
	Iteration 7F: 3 clusters Score -1563956 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1564705.375000 Penalty: 3089.205078
	Iteration 8F: 3 clusters Score -1564705 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1565427.250000 Penalty: 3089.205078
	Iteration 9F: 3 clusters Score -1565427 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1565890.000000 Penalty: 3089.205078
	Iteration 10Q: 3 clusters Score -1565890 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1566159.000000 Penalty: 3089.205078
	Iteration 11Q: 3 clusters Score -1566159 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1566331.875000 Penalty: 3089.205078
	Iteration 12Q: 3 clusters Score -1566332 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1566433.500000 Penalty: 3089.205078
	Iteration 13Q: 3 clusters Score -1566434 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1566479.875000 Penalty: 3089.205078
	Iteration 14Q: 3 clusters Score -1566480 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1566516.250000 Penalty: 3089.205078
	Iteration 15Q: 3 clusters Score -1566516 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1566553.125000 Penalty: 3089.205078
	Iteration 16Q: 3 clusters Score -1566553 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1566568.125000 Penalty: 3089.205078
	Iteration 17Q: 3 clusters Score -1566568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1566586.000000 Penalty: 3089.205078
	Iteration 18Q: 3 clusters Score -1566586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1566593.625000 Penalty: 3089.205078
	Iteration 19Q: 3 clusters Score -1566594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1566599.750000 Penalty: 3089.205078
	Iteration 20F: 3 clusters Score -1566600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1566613.125000 Penalty: 3089.205078
	Iteration 21Q: 3 clusters Score -1566613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1566611.625000 Penalty: 3089.205078
	Iteration 22Q: 3 clusters Score -1566612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1566620.500000 Penalty: 3089.205078
	Iteration 23Q: 3 clusters Score -1566620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1566625.250000 Penalty: 3089.205078
	Iteration 24Q: 3 clusters Score -1566625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1566627.250000 Penalty: 3089.205078
	Iteration 25Q: 3 clusters Score -1566627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1566629.625000 Penalty: 3089.205078
	Iteration 26Q: 3 clusters Score -1566630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1566628.875000 Penalty: 3089.205078
	Iteration 27Q: 3 clusters Score -1566629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1566629.500000 Penalty: 3089.205078
	Iteration 28Q: 3 clusters Score -1566630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1566629.250000 Penalty: 3089.205078
	Iteration 29Q: 3 clusters Score -1566629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1566631.500000 Penalty: 3089.205078
	Iteration 30Q: 3 clusters Score -1566632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1566632.125000 Penalty: 3089.205078
	Iteration 31Q: 3 clusters Score -1566632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1566637.000000 Penalty: 3089.205078
	Iteration 32Q: 3 clusters Score -1566637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1566640.625000 Penalty: 3089.205078
	Iteration 33Q: 3 clusters Score -1566641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1566649.500000 Penalty: 3089.205078
	Iteration 34Q: 3 clusters Score -1566650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1566653.125000 Penalty: 3089.205078
	Iteration 35Q: 3 clusters Score -1566653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1566655.250000 Penalty: 3089.205078
	Iteration 36Q: 3 clusters Score -1566655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1566654.250000 Penalty: 3089.205078
	Iteration 37Q: 3 clusters Score -1566654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1566659.875000 Penalty: 3089.205078
	Iteration 38Q: 3 clusters Score -1566660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1566662.250000 Penalty: 3089.205078
	Iteration 39Q: 3 clusters Score -1566662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1566667.000000 Penalty: 3089.205078
	Iteration 40F: 3 clusters Score -1566667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1566667.500000 Penalty: 3089.205078
	Iteration 41Q: 3 clusters Score -1566668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1566670.250000 Penalty: 3089.205078
	Iteration 42Q: 3 clusters Score -1566670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1566670.125000 Penalty: 3089.205078
	Iteration 43Q: 3 clusters Score -1566670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1566671.750000 Penalty: 3089.205078
	Iteration 44Q: 3 clusters Score -1566672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1566677.125000 Penalty: 3089.205078
	Iteration 45Q: 3 clusters Score -1566677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1566679.750000 Penalty: 3089.205078
	Iteration 46Q: 3 clusters Score -1566680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1566682.750000 Penalty: 3089.205078
	Iteration 47Q: 3 clusters Score -1566683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1566681.875000 Penalty: 3089.205078
	Iteration 48Q: 3 clusters Score -1566682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1566681.375000 Penalty: 3089.205078
	Iteration 49Q: 3 clusters Score -1566681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1566683.000000 Penalty: 3089.205078
	Iteration 50Q: 3 clusters Score -1566683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1566681.625000 Penalty: 3089.205078
	Iteration 51Q: 3 clusters Score -1566682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1566677.250000 Penalty: 3089.205078
	Iteration 52Q: 3 clusters Score -1566677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1566677.875000 Penalty: 3089.205078
	Iteration 53Q: 3 clusters Score -1566678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1566681.500000 Penalty: 3089.205078
	Iteration 54Q: 3 clusters Score -1566682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1566683.625000 Penalty: 3089.205078
	Iteration 55Q: 3 clusters Score -1566684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1566684.750000 Penalty: 3089.205078
	Iteration 56Q: 3 clusters Score -1566685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1566684.250000 Penalty: 3089.205078
	Iteration 57Q: 3 clusters Score -1566684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1566684.250000 Penalty: 3089.205078
	Iteration 58F: 3 clusters Score -1566684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (31293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Entering Unmasked Estep 
Score: -3659786.000000 Penalty: 1682.061768
	Iteration 0F: 2 clusters Score -3659786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3638849.500000 Penalty: 3364.123535
	Iteration 0F: 3 clusters Score -3638850 nChanged 14398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3646829.500000 Penalty: 3364.123535
	Iteration 1F: 3 clusters Score -3646830 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3647345.750000 Penalty: 3364.123535
	Iteration 2Q: 3 clusters Score -3647346 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3647991.500000 Penalty: 3364.123535
	Iteration 3F: 3 clusters Score -3647992 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3648949.750000 Penalty: 3364.123535
	Iteration 4F: 3 clusters Score -3648950 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3650329.250000 Penalty: 3364.123535
	Iteration 5F: 3 clusters Score -3650329 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3652158.500000 Penalty: 3364.123535
	Iteration 6F: 3 clusters Score -3652158 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3654200.500000 Penalty: 3364.123535
	Iteration 7F: 3 clusters Score -3654200 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3656148.500000 Penalty: 3364.123535
	Iteration 8F: 3 clusters Score -3656148 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -3657380.000000 Penalty: 3364.123535
	Iteration 9Q: 3 clusters Score -3657380 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -3657936.250000 Penalty: 3364.123535
	Iteration 10Q: 3 clusters Score -3657936 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -3658119.000000 Penalty: 3364.123535
	Iteration 11Q: 3 clusters Score -3658119 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -3658209.750000 Penalty: 3364.123535
	Iteration 12Q: 3 clusters Score -3658210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -3658248.500000 Penalty: 3364.123535
	Iteration 13Q: 3 clusters Score -3658248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -3658263.000000 Penalty: 3364.123535
	Iteration 14Q: 3 clusters Score -3658263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -3658279.750000 Penalty: 3364.123535
	Iteration 15Q: 3 clusters Score -3658280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -3658294.750000 Penalty: 3364.123535
	Iteration 16Q: 3 clusters Score -3658295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -3658299.250000 Penalty: 3364.123535
	Iteration 17Q: 3 clusters Score -3658299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -3658311.250000 Penalty: 3364.123535
	Iteration 18Q: 3 clusters Score -3658311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -3658311.250000 Penalty: 3364.123535
	Iteration 19F: 3 clusters Score -3658311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 15031 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 141578 members 
Mstep: Class 6 contains 152679 members 
Mstep: Class 7 contains 15517 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 47255 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 10471 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 46810 members 
Mstep: Class 15 contains 3922 members 
Mstep: Class 16 contains 1769 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84612 members 
Mstep: Class 19 contains 87928 members 
Mstep: Class 20 contains 39318 members 
Mstep: Class 21 contains 11062 members 
Mstep: Class 22 contains 91255 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 71961 members 
Mstep: Class 26 contains 13430 members 
Mstep: Class 27 contains 31293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107384.000000 Penalty: 60205.453125
Iteration 239Q: 28 clusters Score -1.021074e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 14238 members 
Mstep: Class 3 contains 15041 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 141614 members 
Mstep: Class 6 contains 152614 members 
Mstep: Class 7 contains 15555 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 47485 members 
Mstep: Class 10 contains 3783 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 10469 members 
Mstep: Class 13 contains 3087 members 
Mstep: Class 14 contains 46810 members 
Mstep: Class 15 contains 3926 members 
Mstep: Class 16 contains 1769 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84679 members 
Mstep: Class 19 contains 87909 members 
Mstep: Class 20 contains 39306 members 
Mstep: Class 21 contains 11066 members 
Mstep: Class 22 contains 91142 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 71974 members 
Mstep: Class 26 contains 13439 members 
Mstep: Class 27 contains 31080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107712.000000 Penalty: 60205.453125
Iteration 240F: 28 clusters Score -1.021077e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 14241 members 
Mstep: Class 3 contains 15053 members 
Mstep: Class 4 contains 571 members 
Mstep: Class 5 contains 141630 members 
Mstep: Class 6 contains 152554 members 
Mstep: Class 7 contains 15590 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 47644 members 
Mstep: Class 10 contains 3783 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10464 members 
Mstep: Class 13 contains 3091 members 
Mstep: Class 14 contains 46813 members 
Mstep: Class 15 contains 3927 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84782 members 
Mstep: Class 19 contains 87903 members 
Mstep: Class 20 contains 39300 members 
Mstep: Class 21 contains 11075 members 
Mstep: Class 22 contains 91080 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 71968 members 
Mstep: Class 26 contains 13449 members 
Mstep: Class 27 contains 30858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107912.000000 Penalty: 60205.453125
Iteration 241Q: 28 clusters Score -1.021079e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 15065 members 
Mstep: Class 4 contains 572 members 
Mstep: Class 5 contains 141615 members 
Mstep: Class 6 contains 152540 members 
Mstep: Class 7 contains 15621 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 47813 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10459 members 
Mstep: Class 13 contains 3094 members 
Mstep: Class 14 contains 46813 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84852 members 
Mstep: Class 19 contains 87885 members 
Mstep: Class 20 contains 39298 members 
Mstep: Class 21 contains 11084 members 
Mstep: Class 22 contains 91001 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 71983 members 
Mstep: Class 26 contains 13456 members 
Mstep: Class 27 contains 30656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107872.000000 Penalty: 60205.453125
Iteration 242Q: 28 clusters Score -1.021079e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 14244 members 
Mstep: Class 3 contains 15062 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 141614 members 
Mstep: Class 6 contains 152510 members 
Mstep: Class 7 contains 15656 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 48032 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10455 members 
Mstep: Class 13 contains 3099 members 
Mstep: Class 14 contains 46809 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84940 members 
Mstep: Class 19 contains 87872 members 
Mstep: Class 20 contains 39295 members 
Mstep: Class 21 contains 11092 members 
Mstep: Class 22 contains 90902 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 71982 members 
Mstep: Class 26 contains 13455 members 
Mstep: Class 27 contains 30446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107816.000000 Penalty: 60205.453125
Iteration 243Q: 28 clusters Score -1.021078e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 14259 members 
Mstep: Class 3 contains 15061 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141597 members 
Mstep: Class 6 contains 152476 members 
Mstep: Class 7 contains 15684 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 48222 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 10455 members 
Mstep: Class 13 contains 3104 members 
Mstep: Class 14 contains 46810 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85073 members 
Mstep: Class 19 contains 87865 members 
Mstep: Class 20 contains 39293 members 
Mstep: Class 21 contains 11098 members 
Mstep: Class 22 contains 90776 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 71978 members 
Mstep: Class 26 contains 13454 members 
Mstep: Class 27 contains 30249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107864.000000 Penalty: 60205.453125
Iteration 244Q: 28 clusters Score -1.021079e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 14264 members 
Mstep: Class 3 contains 15048 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141578 members 
Mstep: Class 6 contains 152452 members 
Mstep: Class 7 contains 15715 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 48421 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 10454 members 
Mstep: Class 13 contains 3108 members 
Mstep: Class 14 contains 46814 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85196 members 
Mstep: Class 19 contains 87861 members 
Mstep: Class 20 contains 39294 members 
Mstep: Class 21 contains 11104 members 
Mstep: Class 22 contains 90666 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 71971 members 
Mstep: Class 26 contains 13457 members 
Mstep: Class 27 contains 30043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107792.000000 Penalty: 60205.453125
Iteration 245Q: 28 clusters Score -1.021078e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 14268 members 
Mstep: Class 3 contains 15039 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141549 members 
Mstep: Class 6 contains 152437 members 
Mstep: Class 7 contains 15748 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 48621 members 
Mstep: Class 10 contains 3770 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 10453 members 
Mstep: Class 13 contains 3112 members 
Mstep: Class 14 contains 46822 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85315 members 
Mstep: Class 19 contains 87842 members 
Mstep: Class 20 contains 39290 members 
Mstep: Class 21 contains 11123 members 
Mstep: Class 22 contains 90554 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 71951 members 
Mstep: Class 26 contains 13455 members 
Mstep: Class 27 contains 29854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107776.000000 Penalty: 60205.453125
Iteration 246Q: 28 clusters Score -1.021078e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 14272 members 
Mstep: Class 3 contains 15037 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141523 members 
Mstep: Class 6 contains 152434 members 
Mstep: Class 7 contains 15772 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 48750 members 
Mstep: Class 10 contains 3769 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 10453 members 
Mstep: Class 13 contains 3117 members 
Mstep: Class 14 contains 46825 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85443 members 
Mstep: Class 19 contains 87835 members 
Mstep: Class 20 contains 39284 members 
Mstep: Class 21 contains 11140 members 
Mstep: Class 22 contains 90487 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 71948 members 
Mstep: Class 26 contains 13456 members 
Mstep: Class 27 contains 29650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107880.000000 Penalty: 60205.453125
Iteration 247Q: 28 clusters Score -1.021079e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 14271 members 
Mstep: Class 3 contains 15027 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141497 members 
Mstep: Class 6 contains 152437 members 
Mstep: Class 7 contains 15793 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 48897 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 10453 members 
Mstep: Class 13 contains 3120 members 
Mstep: Class 14 contains 46825 members 
Mstep: Class 15 contains 3944 members 
Mstep: Class 16 contains 1772 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85538 members 
Mstep: Class 19 contains 87832 members 
Mstep: Class 20 contains 39278 members 
Mstep: Class 21 contains 11151 members 
Mstep: Class 22 contains 90402 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 71969 members 
Mstep: Class 26 contains 13464 members 
Mstep: Class 27 contains 29458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107808.000000 Penalty: 60205.453125
Iteration 248Q: 28 clusters Score -1.021078e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 14272 members 
Mstep: Class 3 contains 15022 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141479 members 
Mstep: Class 6 contains 152430 members 
Mstep: Class 7 contains 15816 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 49017 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 13 contains 3126 members 
Mstep: Class 14 contains 46823 members 
Mstep: Class 15 contains 3948 members 
Mstep: Class 16 contains 1772 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85682 members 
Mstep: Class 19 contains 87823 members 
Mstep: Class 20 contains 39276 members 
Mstep: Class 21 contains 11167 members 
Mstep: Class 22 contains 90326 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 71968 members 
Mstep: Class 26 contains 13470 members 
Mstep: Class 27 contains 29256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107888.000000 Penalty: 60205.453125
Iteration 249Q: 28 clusters Score -1.021079e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 14272 members 
Mstep: Class 3 contains 15012 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141483 members 
Mstep: Class 6 contains 152418 members 
Mstep: Class 7 contains 15838 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 49154 members 
Mstep: Class 10 contains 3770 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 13 contains 3135 members 
Mstep: Class 14 contains 46820 members 
Mstep: Class 15 contains 3949 members 
Mstep: Class 16 contains 1772 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85819 members 
Mstep: Class 19 contains 87812 members 
Mstep: Class 20 contains 39269 members 
Mstep: Class 21 contains 11179 members 
Mstep: Class 22 contains 90209 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 71987 members 
Mstep: Class 26 contains 13479 members 
Mstep: Class 27 contains 29065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108072.000000 Penalty: 60205.453125
Iteration 250Q: 28 clusters Score -1.021081e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 14274 members 
Mstep: Class 3 contains 15015 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141470 members 
Mstep: Class 6 contains 152408 members 
Mstep: Class 7 contains 15862 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 49304 members 
Mstep: Class 10 contains 3770 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 10451 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 46817 members 
Mstep: Class 15 contains 3952 members 
Mstep: Class 16 contains 1772 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85935 members 
Mstep: Class 19 contains 87804 members 
Mstep: Class 20 contains 39262 members 
Mstep: Class 21 contains 11193 members 
Mstep: Class 22 contains 90091 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 72006 members 
Mstep: Class 26 contains 13488 members 
Mstep: Class 27 contains 28873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108000.000000 Penalty: 60205.453125
Iteration 251Q: 28 clusters Score -1.02108e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 14276 members 
Mstep: Class 3 contains 15006 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141434 members 
Mstep: Class 6 contains 152411 members 
Mstep: Class 7 contains 15885 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 49454 members 
Mstep: Class 10 contains 3766 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 10451 members 
Mstep: Class 13 contains 3159 members 
Mstep: Class 14 contains 46822 members 
Mstep: Class 15 contains 3953 members 
Mstep: Class 16 contains 1772 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86054 members 
Mstep: Class 19 contains 87793 members 
Mstep: Class 20 contains 39257 members 
Mstep: Class 21 contains 11207 members 
Mstep: Class 22 contains 89973 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 72027 members 
Mstep: Class 26 contains 13495 members 
Mstep: Class 27 contains 28690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108016.000000 Penalty: 60205.453125
Iteration 252Q: 28 clusters Score -1.02108e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 14277 members 
Mstep: Class 3 contains 14996 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141396 members 
Mstep: Class 6 contains 152413 members 
Mstep: Class 7 contains 15914 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 49607 members 
Mstep: Class 10 contains 3763 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 10451 members 
Mstep: Class 13 contains 3166 members 
Mstep: Class 14 contains 46824 members 
Mstep: Class 15 contains 3953 members 
Mstep: Class 16 contains 1772 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86151 members 
Mstep: Class 19 contains 87792 members 
Mstep: Class 20 contains 39258 members 
Mstep: Class 21 contains 11216 members 
Mstep: Class 22 contains 89864 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 72046 members 
Mstep: Class 26 contains 13500 members 
Mstep: Class 27 contains 28519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107776.000000 Penalty: 60205.453125
Iteration 253Q: 28 clusters Score -1.021078e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 14284 members 
Mstep: Class 3 contains 14985 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141371 members 
Mstep: Class 6 contains 152417 members 
Mstep: Class 7 contains 15938 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 49774 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 10451 members 
Mstep: Class 13 contains 3171 members 
Mstep: Class 14 contains 46824 members 
Mstep: Class 15 contains 3956 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86257 members 
Mstep: Class 19 contains 87790 members 
Mstep: Class 20 contains 39256 members 
Mstep: Class 21 contains 11225 members 
Mstep: Class 22 contains 89732 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 72053 members 
Mstep: Class 26 contains 13512 members 
Mstep: Class 27 contains 28353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107848.000000 Penalty: 60205.453125
Iteration 254Q: 28 clusters Score -1.021078e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 14288 members 
Mstep: Class 3 contains 14984 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141359 members 
Mstep: Class 6 contains 152396 members 
Mstep: Class 7 contains 15951 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 49924 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 46828 members 
Mstep: Class 15 contains 3958 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86348 members 
Mstep: Class 19 contains 87790 members 
Mstep: Class 20 contains 39254 members 
Mstep: Class 21 contains 11228 members 
Mstep: Class 22 contains 89597 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 72075 members 
Mstep: Class 26 contains 13533 members 
Mstep: Class 27 contains 28197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108024.000000 Penalty: 60205.453125
Iteration 255Q: 28 clusters Score -1.02108e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 14288 members 
Mstep: Class 3 contains 14986 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141341 members 
Mstep: Class 6 contains 152383 members 
Mstep: Class 7 contains 15971 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 50114 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 46828 members 
Mstep: Class 15 contains 3957 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86413 members 
Mstep: Class 19 contains 87787 members 
Mstep: Class 20 contains 39251 members 
Mstep: Class 21 contains 11234 members 
Mstep: Class 22 contains 89464 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 72100 members 
Mstep: Class 26 contains 13554 members 
Mstep: Class 27 contains 28027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108128.000000 Penalty: 60205.453125
Iteration 256Q: 28 clusters Score -1.021081e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 14291 members 
Mstep: Class 3 contains 14980 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141328 members 
Mstep: Class 6 contains 152348 members 
Mstep: Class 7 contains 15990 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 50316 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 10454 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 46828 members 
Mstep: Class 15 contains 3955 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86468 members 
Mstep: Class 19 contains 87781 members 
Mstep: Class 20 contains 39254 members 
Mstep: Class 21 contains 11234 members 
Mstep: Class 22 contains 89340 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72137 members 
Mstep: Class 26 contains 13564 members 
Mstep: Class 27 contains 27860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107896.000000 Penalty: 60205.453125
Iteration 257Q: 28 clusters Score -1.021079e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 14293 members 
Mstep: Class 3 contains 14961 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141297 members 
Mstep: Class 6 contains 152345 members 
Mstep: Class 7 contains 16009 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 50527 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 10453 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 46826 members 
Mstep: Class 15 contains 3957 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86538 members 
Mstep: Class 19 contains 87771 members 
Mstep: Class 20 contains 39254 members 
Mstep: Class 21 contains 11236 members 
Mstep: Class 22 contains 89181 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72181 members 
Mstep: Class 26 contains 13569 members 
Mstep: Class 27 contains 27709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108024.000000 Penalty: 60205.453125
Iteration 258Q: 28 clusters Score -1.02108e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 14295 members 
Mstep: Class 3 contains 14949 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141268 members 
Mstep: Class 6 contains 152326 members 
Mstep: Class 7 contains 16032 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 50744 members 
Mstep: Class 10 contains 3754 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 10453 members 
Mstep: Class 13 contains 3249 members 
Mstep: Class 14 contains 46827 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86662 members 
Mstep: Class 19 contains 87774 members 
Mstep: Class 20 contains 39258 members 
Mstep: Class 21 contains 11243 members 
Mstep: Class 22 contains 88979 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72196 members 
Mstep: Class 26 contains 13565 members 
Mstep: Class 27 contains 27561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108024.000000 Penalty: 60205.453125
Iteration 259Q: 28 clusters Score -1.02108e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 14298 members 
Mstep: Class 3 contains 14948 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141237 members 
Mstep: Class 6 contains 152315 members 
Mstep: Class 7 contains 16044 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 50924 members 
Mstep: Class 10 contains 3754 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 10453 members 
Mstep: Class 13 contains 3269 members 
Mstep: Class 14 contains 46825 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 1769 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86782 members 
Mstep: Class 19 contains 87778 members 
Mstep: Class 20 contains 39262 members 
Mstep: Class 21 contains 11248 members 
Mstep: Class 22 contains 88836 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72200 members 
Mstep: Class 26 contains 13572 members 
Mstep: Class 27 contains 27390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108024.000000 Penalty: 60205.453125
Iteration 260F: 28 clusters Score -1.02108e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 14936 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141205 members 
Mstep: Class 6 contains 152297 members 
Mstep: Class 7 contains 16064 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 51142 members 
Mstep: Class 10 contains 3754 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 10450 members 
Mstep: Class 13 contains 3286 members 
Mstep: Class 14 contains 46826 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 1769 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86863 members 
Mstep: Class 19 contains 87783 members 
Mstep: Class 20 contains 39269 members 
Mstep: Class 21 contains 11257 members 
Mstep: Class 22 contains 88701 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72219 members 
Mstep: Class 26 contains 13573 members 
Mstep: Class 27 contains 27208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107872.000000 Penalty: 60205.453125
Iteration 261Q: 28 clusters Score -1.021079e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 14298 members 
Mstep: Class 3 contains 14939 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 141178 members 
Mstep: Class 6 contains 152283 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 51332 members 
Mstep: Class 10 contains 3754 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 10450 members 
Mstep: Class 13 contains 3305 members 
Mstep: Class 14 contains 46828 members 
Mstep: Class 15 contains 3957 members 
Mstep: Class 16 contains 1769 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 87006 members 
Mstep: Class 19 contains 87787 members 
Mstep: Class 20 contains 39272 members 
Mstep: Class 21 contains 11263 members 
Mstep: Class 22 contains 88524 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72221 members 
Mstep: Class 26 contains 13583 members 
Mstep: Class 27 contains 27031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108120.000000 Penalty: 60205.453125
Iteration 262Q: 28 clusters Score -1.021081e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 14302 members 
Mstep: Class 3 contains 14944 members 
Mstep: Class 4 contains 575 members 
Mstep: Class 5 contains 141163 members 
Mstep: Class 6 contains 152250 members 
Mstep: Class 7 contains 16099 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 51548 members 
Mstep: Class 10 contains 3754 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 10450 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 14 contains 46827 members 
Mstep: Class 15 contains 3957 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 87144 members 
Mstep: Class 19 contains 87790 members 
Mstep: Class 20 contains 39270 members 
Mstep: Class 21 contains 11272 members 
Mstep: Class 22 contains 88357 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72211 members 
Mstep: Class 26 contains 13595 members 
Mstep: Class 27 contains 26832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108040.000000 Penalty: 60205.453125
Iteration 263Q: 28 clusters Score -1.02108e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 14301 members 
Mstep: Class 3 contains 14953 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 141152 members 
Mstep: Class 6 contains 152210 members 
Mstep: Class 7 contains 16109 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 51733 members 
Mstep: Class 10 contains 3753 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 10449 members 
Mstep: Class 13 contains 3342 members 
Mstep: Class 14 contains 46830 members 
Mstep: Class 15 contains 3960 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 87233 members 
Mstep: Class 19 contains 87795 members 
Mstep: Class 20 contains 39269 members 
Mstep: Class 21 contains 11287 members 
Mstep: Class 22 contains 88208 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72216 members 
Mstep: Class 26 contains 13611 members 
Mstep: Class 27 contains 26663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102107944.000000 Penalty: 60205.453125
Iteration 264Q: 28 clusters Score -1.021079e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 14303 members 
Mstep: Class 3 contains 14953 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 141135 members 
Mstep: Class 6 contains 152189 members 
Mstep: Class 7 contains 16119 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 51913 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 10448 members 
Mstep: Class 13 contains 3357 members 
Mstep: Class 14 contains 46831 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 87308 members 
Mstep: Class 19 contains 87800 members 
Mstep: Class 20 contains 39268 members 
Mstep: Class 21 contains 11294 members 
Mstep: Class 22 contains 88063 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72247 members 
Mstep: Class 26 contains 13621 members 
Mstep: Class 27 contains 26503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108112.000000 Penalty: 60205.453125
Iteration 265Q: 28 clusters Score -1.021081e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 14305 members 
Mstep: Class 3 contains 14945 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 141117 members 
Mstep: Class 6 contains 152175 members 
Mstep: Class 7 contains 16124 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 52159 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 11 contains 2181 members 
Mstep: Class 12 contains 10448 members 
Mstep: Class 13 contains 3368 members 
Mstep: Class 14 contains 46838 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 87360 members 
Mstep: Class 19 contains 87810 members 
Mstep: Class 20 contains 39268 members 
Mstep: Class 21 contains 11299 members 
Mstep: Class 22 contains 87900 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72250 members 
Mstep: Class 26 contains 13637 members 
Mstep: Class 27 contains 26347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108152.000000 Penalty: 60205.453125
Iteration 266Q: 28 clusters Score -1.021082e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 14305 members 
Mstep: Class 3 contains 14932 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 141072 members 
Mstep: Class 6 contains 152172 members 
Mstep: Class 7 contains 16138 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 52388 members 
Mstep: Class 10 contains 3747 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 10449 members 
Mstep: Class 13 contains 3391 members 
Mstep: Class 14 contains 46837 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 87459 members 
Mstep: Class 19 contains 87810 members 
Mstep: Class 20 contains 39269 members 
Mstep: Class 21 contains 11303 members 
Mstep: Class 22 contains 87720 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72241 members 
Mstep: Class 26 contains 13651 members 
Mstep: Class 27 contains 26206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108424.000000 Penalty: 60205.453125
Iteration 267Q: 28 clusters Score -1.021084e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 14939 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 141025 members 
Mstep: Class 6 contains 152180 members 
Mstep: Class 7 contains 16148 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 52624 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 10447 members 
Mstep: Class 13 contains 3414 members 
Mstep: Class 14 contains 46841 members 
Mstep: Class 15 contains 3962 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 87533 members 
Mstep: Class 19 contains 87819 members 
Mstep: Class 20 contains 39263 members 
Mstep: Class 21 contains 11302 members 
Mstep: Class 22 contains 87550 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72241 members 
Mstep: Class 26 contains 13660 members 
Mstep: Class 27 contains 26045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108192.000000 Penalty: 60205.453125
Iteration 268Q: 28 clusters Score -1.021082e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 14309 members 
Mstep: Class 3 contains 14938 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 140989 members 
Mstep: Class 6 contains 152173 members 
Mstep: Class 7 contains 16153 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 52877 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 10446 members 
Mstep: Class 13 contains 3447 members 
Mstep: Class 14 contains 46839 members 
Mstep: Class 15 contains 3965 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 87630 members 
Mstep: Class 19 contains 87822 members 
Mstep: Class 20 contains 39258 members 
Mstep: Class 21 contains 11305 members 
Mstep: Class 22 contains 87335 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72228 members 
Mstep: Class 26 contains 13663 members 
Mstep: Class 27 contains 25912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108504.000000 Penalty: 60205.453125
Iteration 269Q: 28 clusters Score -1.021085e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 14307 members 
Mstep: Class 3 contains 14933 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 140960 members 
Mstep: Class 6 contains 152155 members 
Mstep: Class 7 contains 16161 members 
Mstep: Class 8 contains 4380 members 
Mstep: Class 9 contains 53168 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 10445 members 
Mstep: Class 13 contains 3489 members 
Mstep: Class 14 contains 46835 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 1773 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 87700 members 
Mstep: Class 19 contains 87816 members 
Mstep: Class 20 contains 39256 members 
Mstep: Class 21 contains 11306 members 
Mstep: Class 22 contains 87096 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72216 members 
Mstep: Class 26 contains 13674 members 
Mstep: Class 27 contains 25798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108632.000000 Penalty: 60205.453125
Iteration 270Q: 28 clusters Score -1.021086e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 14924 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 140925 members 
Mstep: Class 6 contains 152137 members 
Mstep: Class 7 contains 16176 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 53476 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 10444 members 
Mstep: Class 13 contains 3527 members 
Mstep: Class 14 contains 46835 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 87784 members 
Mstep: Class 19 contains 87817 members 
Mstep: Class 20 contains 39258 members 
Mstep: Class 21 contains 11311 members 
Mstep: Class 22 contains 86841 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72205 members 
Mstep: Class 26 contains 13679 members 
Mstep: Class 27 contains 25668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108472.000000 Penalty: 60205.453125
Iteration 271Q: 28 clusters Score -1.021085e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 14301 members 
Mstep: Class 3 contains 14920 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 140889 members 
Mstep: Class 6 contains 152108 members 
Mstep: Class 7 contains 16199 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 53807 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 10443 members 
Mstep: Class 13 contains 3568 members 
Mstep: Class 14 contains 46832 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 87835 members 
Mstep: Class 19 contains 87809 members 
Mstep: Class 20 contains 39262 members 
Mstep: Class 21 contains 11314 members 
Mstep: Class 22 contains 86568 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72206 members 
Mstep: Class 26 contains 13687 members 
Mstep: Class 27 contains 25549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108576.000000 Penalty: 60205.453125
Iteration 272Q: 28 clusters Score -1.021086e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 14303 members 
Mstep: Class 3 contains 14923 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 140861 members 
Mstep: Class 6 contains 152100 members 
Mstep: Class 7 contains 16215 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 54095 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 10440 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 46825 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 87934 members 
Mstep: Class 19 contains 87810 members 
Mstep: Class 20 contains 39267 members 
Mstep: Class 21 contains 11307 members 
Mstep: Class 22 contains 86276 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72207 members 
Mstep: Class 26 contains 13698 members 
Mstep: Class 27 contains 25438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108736.000000 Penalty: 60205.453125
Iteration 273Q: 28 clusters Score -1.021087e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 14302 members 
Mstep: Class 3 contains 14916 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 140831 members 
Mstep: Class 6 contains 152083 members 
Mstep: Class 7 contains 16233 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 54420 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 10443 members 
Mstep: Class 13 contains 3631 members 
Mstep: Class 14 contains 46823 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 87987 members 
Mstep: Class 19 contains 87802 members 
Mstep: Class 20 contains 39269 members 
Mstep: Class 21 contains 11305 members 
Mstep: Class 22 contains 85994 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72218 members 
Mstep: Class 26 contains 13711 members 
Mstep: Class 27 contains 25319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108776.000000 Penalty: 60205.453125
Iteration 274Q: 28 clusters Score -1.021088e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 14917 members 
Mstep: Class 4 contains 578 members 
Mstep: Class 5 contains 140799 members 
Mstep: Class 6 contains 152083 members 
Mstep: Class 7 contains 16249 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 54745 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 10444 members 
Mstep: Class 13 contains 3651 members 
Mstep: Class 14 contains 46823 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 88016 members 
Mstep: Class 19 contains 87800 members 
Mstep: Class 20 contains 39274 members 
Mstep: Class 21 contains 11308 members 
Mstep: Class 22 contains 85711 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72236 members 
Mstep: Class 26 contains 13723 members 
Mstep: Class 27 contains 25206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108712.000000 Penalty: 60205.453125
Iteration 275Q: 28 clusters Score -1.021087e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 14297 members 
Mstep: Class 3 contains 14913 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140758 members 
Mstep: Class 6 contains 152086 members 
Mstep: Class 7 contains 16263 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 55068 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 10443 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 46826 members 
Mstep: Class 15 contains 3965 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 88077 members 
Mstep: Class 19 contains 87799 members 
Mstep: Class 20 contains 39276 members 
Mstep: Class 21 contains 11304 members 
Mstep: Class 22 contains 85413 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72260 members 
Mstep: Class 26 contains 13736 members 
Mstep: Class 27 contains 25086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108968.000000 Penalty: 60205.453125
Iteration 276Q: 28 clusters Score -1.02109e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 14297 members 
Mstep: Class 3 contains 14908 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140734 members 
Mstep: Class 6 contains 152092 members 
Mstep: Class 7 contains 16273 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 55380 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 10448 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 46829 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 88149 members 
Mstep: Class 19 contains 87784 members 
Mstep: Class 20 contains 39280 members 
Mstep: Class 21 contains 11297 members 
Mstep: Class 22 contains 85136 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72281 members 
Mstep: Class 26 contains 13748 members 
Mstep: Class 27 contains 24960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109016.000000 Penalty: 60205.453125
Iteration 277Q: 28 clusters Score -1.02109e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 14294 members 
Mstep: Class 3 contains 14905 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 140715 members 
Mstep: Class 6 contains 152073 members 
Mstep: Class 7 contains 16286 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 55669 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 13 contains 3702 members 
Mstep: Class 14 contains 46823 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 88237 members 
Mstep: Class 19 contains 87789 members 
Mstep: Class 20 contains 39284 members 
Mstep: Class 21 contains 11292 members 
Mstep: Class 22 contains 84901 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72281 members 
Mstep: Class 26 contains 13752 members 
Mstep: Class 27 contains 24815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108928.000000 Penalty: 60205.453125
Iteration 278Q: 28 clusters Score -1.021089e+08 nChanged 1080
Entering ConstructFrom: 
Score: -102108928.000000 Penalty: 60205.453125
Entering ConstructFrom: 
Trying to split cluster 1 (12282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Entering Unmasked Estep 
Score: -1422556.250000 Penalty: 1530.082031
	Iteration 0F: 2 clusters Score -1422556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1413963.625000 Penalty: 3060.164062
	Iteration 0F: 3 clusters Score -1413964 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1416837.375000 Penalty: 3060.164062
	Iteration 1F: 3 clusters Score -1416837 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1417060.375000 Penalty: 3060.164062
	Iteration 2F: 3 clusters Score -1417060 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1417238.000000 Penalty: 3060.164062
	Iteration 3Q: 3 clusters Score -1417238 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1417389.250000 Penalty: 3060.164062
	Iteration 4Q: 3 clusters Score -1417389 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1417522.125000 Penalty: 3060.164062
	Iteration 5Q: 3 clusters Score -1417522 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1417654.500000 Penalty: 3060.164062
	Iteration 6Q: 3 clusters Score -1417654 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1417775.500000 Penalty: 3060.164062
	Iteration 7Q: 3 clusters Score -1417776 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1417897.750000 Penalty: 3060.164062
	Iteration 8Q: 3 clusters Score -1417898 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1418035.250000 Penalty: 3060.164062
	Iteration 9Q: 3 clusters Score -1418035 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1418176.500000 Penalty: 3060.164062
	Iteration 10Q: 3 clusters Score -1418176 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1418337.750000 Penalty: 3060.164062
	Iteration 11Q: 3 clusters Score -1418338 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1418531.625000 Penalty: 3060.164062
	Iteration 12Q: 3 clusters Score -1418532 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1418747.125000 Penalty: 3060.164062
	Iteration 13Q: 3 clusters Score -1418747 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1418989.375000 Penalty: 3060.164062
	Iteration 14Q: 3 clusters Score -1418989 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1419276.125000 Penalty: 3060.164062
	Iteration 15Q: 3 clusters Score -1419276 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1419534.125000 Penalty: 3060.164062
	Iteration 16Q: 3 clusters Score -1419534 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1419710.750000 Penalty: 3060.164062
	Iteration 17Q: 3 clusters Score -1419711 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1419846.500000 Penalty: 3060.164062
	Iteration 18Q: 3 clusters Score -1419846 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1419932.125000 Penalty: 3060.164062
	Iteration 19Q: 3 clusters Score -1419932 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1420012.125000 Penalty: 3060.164062
	Iteration 20F: 3 clusters Score -1420012 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1420082.125000 Penalty: 3060.164062
	Iteration 21Q: 3 clusters Score -1420082 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1420144.875000 Penalty: 3060.164062
	Iteration 22Q: 3 clusters Score -1420145 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1420203.875000 Penalty: 3060.164062
	Iteration 23Q: 3 clusters Score -1420204 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1420256.500000 Penalty: 3060.164062
	Iteration 24Q: 3 clusters Score -1420256 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1420309.750000 Penalty: 3060.164062
	Iteration 25Q: 3 clusters Score -1420310 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1420350.625000 Penalty: 3060.164062
	Iteration 26Q: 3 clusters Score -1420351 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1420389.875000 Penalty: 3060.164062
	Iteration 27Q: 3 clusters Score -1420390 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1420416.250000 Penalty: 3060.164062
	Iteration 28Q: 3 clusters Score -1420416 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1420451.500000 Penalty: 3060.164062
	Iteration 29Q: 3 clusters Score -1420452 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1420483.750000 Penalty: 3060.164062
	Iteration 30Q: 3 clusters Score -1420484 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1420522.375000 Penalty: 3060.164062
	Iteration 31Q: 3 clusters Score -1420522 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1420574.875000 Penalty: 3060.164062
	Iteration 32Q: 3 clusters Score -1420575 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1420621.625000 Penalty: 3060.164062
	Iteration 33Q: 3 clusters Score -1420622 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1420667.500000 Penalty: 3060.164062
	Iteration 34Q: 3 clusters Score -1420668 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1420719.500000 Penalty: 3060.164062
	Iteration 35Q: 3 clusters Score -1420720 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1420778.250000 Penalty: 3060.164062
	Iteration 36Q: 3 clusters Score -1420778 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1420828.250000 Penalty: 3060.164062
	Iteration 37Q: 3 clusters Score -1420828 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1420878.125000 Penalty: 3060.164062
	Iteration 38Q: 3 clusters Score -1420878 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1420937.750000 Penalty: 3060.164062
	Iteration 39Q: 3 clusters Score -1420938 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1420976.375000 Penalty: 3060.164062
	Iteration 40F: 3 clusters Score -1420976 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1421016.500000 Penalty: 3060.164062
	Iteration 41Q: 3 clusters Score -1421016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1421054.625000 Penalty: 3060.164062
	Iteration 42Q: 3 clusters Score -1421055 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1421078.000000 Penalty: 3060.164062
	Iteration 43Q: 3 clusters Score -1421078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1421095.500000 Penalty: 3060.164062
	Iteration 44Q: 3 clusters Score -1421096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1421105.250000 Penalty: 3060.164062
	Iteration 45Q: 3 clusters Score -1421105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1421115.125000 Penalty: 3060.164062
	Iteration 46Q: 3 clusters Score -1421115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1421122.750000 Penalty: 3060.164062
	Iteration 47Q: 3 clusters Score -1421123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1421123.875000 Penalty: 3060.164062
	Iteration 48Q: 3 clusters Score -1421124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1421129.875000 Penalty: 3060.164062
	Iteration 49Q: 3 clusters Score -1421130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1421137.500000 Penalty: 3060.164062
	Iteration 50Q: 3 clusters Score -1421138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1421147.125000 Penalty: 3060.164062
	Iteration 51Q: 3 clusters Score -1421147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1421153.250000 Penalty: 3060.164062
	Iteration 52Q: 3 clusters Score -1421153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1421163.625000 Penalty: 3060.164062
	Iteration 53Q: 3 clusters Score -1421164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1421172.625000 Penalty: 3060.164062
	Iteration 54Q: 3 clusters Score -1421173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1421178.000000 Penalty: 3060.164062
	Iteration 55Q: 3 clusters Score -1421178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1421177.250000 Penalty: 3060.164062
	Iteration 56Q: 3 clusters Score -1421177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1421179.750000 Penalty: 3060.164062
	Iteration 57Q: 3 clusters Score -1421180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1421183.375000 Penalty: 3060.164062
	Iteration 58Q: 3 clusters Score -1421183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1421183.625000 Penalty: 3060.164062
	Iteration 59Q: 3 clusters Score -1421184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1421184.375000 Penalty: 3060.164062
	Iteration 60F: 3 clusters Score -1421184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1421189.625000 Penalty: 3060.164062
	Iteration 61Q: 3 clusters Score -1421190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1421190.250000 Penalty: 3060.164062
	Iteration 62Q: 3 clusters Score -1421190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1421194.375000 Penalty: 3060.164062
	Iteration 63Q: 3 clusters Score -1421194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1421194.500000 Penalty: 3060.164062
	Iteration 64Q: 3 clusters Score -1421194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1421193.750000 Penalty: 3060.164062
	Iteration 65Q: 3 clusters Score -1421194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1421195.500000 Penalty: 3060.164062
	Iteration 66Q: 3 clusters Score -1421196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1421196.125000 Penalty: 3060.164062
	Iteration 67Q: 3 clusters Score -1421196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1421198.000000 Penalty: 3060.164062
	Iteration 68Q: 3 clusters Score -1421198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1421200.250000 Penalty: 3060.164062
	Iteration 69Q: 3 clusters Score -1421200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1421202.250000 Penalty: 3060.164062
	Iteration 70Q: 3 clusters Score -1421202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1421201.250000 Penalty: 3060.164062
	Iteration 71Q: 3 clusters Score -1421201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1421201.250000 Penalty: 3060.164062
	Iteration 72Q: 3 clusters Score -1421201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1421200.250000 Penalty: 3060.164062
	Iteration 73Q: 3 clusters Score -1421200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1421203.125000 Penalty: 3060.164062
	Iteration 74Q: 3 clusters Score -1421203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1421202.750000 Penalty: 3060.164062
	Iteration 75Q: 3 clusters Score -1421203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1421202.750000 Penalty: 3060.164062
	Iteration 76F: 3 clusters Score -1421203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Entering Unmasked Estep 
Score: -1629158.875000 Penalty: 1554.722778
	Iteration 0F: 2 clusters Score -1629159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1619198.750000 Penalty: 3109.445557
	Iteration 0F: 3 clusters Score -1619199 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1622754.625000 Penalty: 3109.445557
	Iteration 1F: 3 clusters Score -1622755 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1623221.500000 Penalty: 3109.445557
	Iteration 2F: 3 clusters Score -1623222 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1623712.375000 Penalty: 3109.445557
	Iteration 3F: 3 clusters Score -1623712 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1624293.875000 Penalty: 3109.445557
	Iteration 4F: 3 clusters Score -1624294 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1625052.500000 Penalty: 3109.445557
	Iteration 5F: 3 clusters Score -1625052 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1625876.750000 Penalty: 3109.445557
	Iteration 6F: 3 clusters Score -1625877 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1626565.875000 Penalty: 3109.445557
	Iteration 7F: 3 clusters Score -1626566 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1627060.625000 Penalty: 3109.445557
	Iteration 8Q: 3 clusters Score -1627061 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1627361.000000 Penalty: 3109.445557
	Iteration 9Q: 3 clusters Score -1627361 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1627539.500000 Penalty: 3109.445557
	Iteration 10Q: 3 clusters Score -1627540 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1627625.750000 Penalty: 3109.445557
	Iteration 11Q: 3 clusters Score -1627626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1627697.125000 Penalty: 3109.445557
	Iteration 12Q: 3 clusters Score -1627697 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1627745.875000 Penalty: 3109.445557
	Iteration 13Q: 3 clusters Score -1627746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1627788.875000 Penalty: 3109.445557
	Iteration 14Q: 3 clusters Score -1627789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1627808.875000 Penalty: 3109.445557
	Iteration 15Q: 3 clusters Score -1627809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1627836.125000 Penalty: 3109.445557
	Iteration 16Q: 3 clusters Score -1627836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1627851.125000 Penalty: 3109.445557
	Iteration 17Q: 3 clusters Score -1627851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1627867.500000 Penalty: 3109.445557
	Iteration 18Q: 3 clusters Score -1627868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1627880.750000 Penalty: 3109.445557
	Iteration 19Q: 3 clusters Score -1627881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1627889.375000 Penalty: 3109.445557
	Iteration 20F: 3 clusters Score -1627889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1627900.125000 Penalty: 3109.445557
	Iteration 21Q: 3 clusters Score -1627900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1627903.625000 Penalty: 3109.445557
	Iteration 22Q: 3 clusters Score -1627904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1627902.750000 Penalty: 3109.445557
	Iteration 23Q: 3 clusters Score -1627903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1627902.250000 Penalty: 3109.445557
	Iteration 24Q: 3 clusters Score -1627902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1627902.875000 Penalty: 3109.445557
	Iteration 25Q: 3 clusters Score -1627903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1627903.125000 Penalty: 3109.445557
	Iteration 26Q: 3 clusters Score -1627903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1627903.125000 Penalty: 3109.445557
	Iteration 27Q: 3 clusters Score -1627903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1627903.125000 Penalty: 3109.445557
	Iteration 28F: 3 clusters Score -1627903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Entering Unmasked Estep 
Score: -1654888.375000 Penalty: 1561.590332
	Iteration 0F: 2 clusters Score -1654888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1644487.000000 Penalty: 3123.180664
	Iteration 0F: 3 clusters Score -1644487 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1648065.375000 Penalty: 3123.180664
	Iteration 1F: 3 clusters Score -1648065 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1648300.125000 Penalty: 3123.180664
	Iteration 2F: 3 clusters Score -1648300 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1648456.875000 Penalty: 3123.180664
	Iteration 3Q: 3 clusters Score -1648457 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1648591.750000 Penalty: 3123.180664
	Iteration 4Q: 3 clusters Score -1648592 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1648677.875000 Penalty: 3123.180664
	Iteration 5Q: 3 clusters Score -1648678 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1648763.750000 Penalty: 3123.180664
	Iteration 6Q: 3 clusters Score -1648764 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1648828.625000 Penalty: 3123.180664
	Iteration 7Q: 3 clusters Score -1648829 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1648895.625000 Penalty: 3123.180664
	Iteration 8Q: 3 clusters Score -1648896 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1648976.125000 Penalty: 3123.180664
	Iteration 9Q: 3 clusters Score -1648976 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1649075.125000 Penalty: 3123.180664
	Iteration 10Q: 3 clusters Score -1649075 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1649216.750000 Penalty: 3123.180664
	Iteration 11Q: 3 clusters Score -1649217 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1649424.375000 Penalty: 3123.180664
	Iteration 12Q: 3 clusters Score -1649424 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1649740.625000 Penalty: 3123.180664
	Iteration 13Q: 3 clusters Score -1649741 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1650174.250000 Penalty: 3123.180664
	Iteration 14F: 3 clusters Score -1650174 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1650775.375000 Penalty: 3123.180664
	Iteration 15F: 3 clusters Score -1650775 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1651536.000000 Penalty: 3123.180664
	Iteration 16F: 3 clusters Score -1651536 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1652274.500000 Penalty: 3123.180664
	Iteration 17F: 3 clusters Score -1652274 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1652803.375000 Penalty: 3123.180664
	Iteration 18Q: 3 clusters Score -1652803 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1653109.625000 Penalty: 3123.180664
	Iteration 19Q: 3 clusters Score -1653110 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1653291.625000 Penalty: 3123.180664
	Iteration 20F: 3 clusters Score -1653292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1653366.250000 Penalty: 3123.180664
	Iteration 21Q: 3 clusters Score -1653366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1653404.500000 Penalty: 3123.180664
	Iteration 22Q: 3 clusters Score -1653404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1653428.750000 Penalty: 3123.180664
	Iteration 23Q: 3 clusters Score -1653429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1653446.000000 Penalty: 3123.180664
	Iteration 24Q: 3 clusters Score -1653446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1653460.375000 Penalty: 3123.180664
	Iteration 25Q: 3 clusters Score -1653460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1653473.125000 Penalty: 3123.180664
	Iteration 26Q: 3 clusters Score -1653473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1653491.500000 Penalty: 3123.180664
	Iteration 27Q: 3 clusters Score -1653492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1653502.625000 Penalty: 3123.180664
	Iteration 28Q: 3 clusters Score -1653503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1653510.500000 Penalty: 3123.180664
	Iteration 29Q: 3 clusters Score -1653510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1653517.625000 Penalty: 3123.180664
	Iteration 30Q: 3 clusters Score -1653518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1653522.500000 Penalty: 3123.180664
	Iteration 31Q: 3 clusters Score -1653522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1653522.500000 Penalty: 3123.180664
	Iteration 32F: 3 clusters Score -1653522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -62906.582031 Penalty: 1033.992065
	Iteration 0F: 2 clusters Score -62906.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61781.597656 Penalty: 2067.984131
	Iteration 0F: 3 clusters Score -61781.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61925.292969 Penalty: 2067.984131
	Iteration 1F: 3 clusters Score -61925.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61972.902344 Penalty: 2067.984131
	Iteration 2F: 3 clusters Score -61972.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61999.621094 Penalty: 2067.984131
	Iteration 3Q: 3 clusters Score -61999.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62021.203125 Penalty: 2067.984131
	Iteration 4Q: 3 clusters Score -62021.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62025.570312 Penalty: 2067.984131
	Iteration 5Q: 3 clusters Score -62025.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62032.511719 Penalty: 2067.984131
	Iteration 6Q: 3 clusters Score -62032.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62035.414062 Penalty: 2067.984131
	Iteration 7Q: 3 clusters Score -62035.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62039.136719 Penalty: 2067.984131
	Iteration 8Q: 3 clusters Score -62039.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62042.855469 Penalty: 2067.984131
	Iteration 9Q: 3 clusters Score -62042.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62056.031250 Penalty: 2067.984131
	Iteration 10Q: 3 clusters Score -62056.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62056.031250 Penalty: 2067.984131
	Iteration 11F: 3 clusters Score -62056.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (140682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140682 members 
Entering Unmasked Estep 
Score: -15966526.000000 Penalty: 1926.316895
	Iteration 0F: 2 clusters Score -1.596653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -15874133.000000 Penalty: 3852.633789
	Iteration 0F: 3 clusters Score -1.587413e+07 nChanged 67801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -15913779.000000 Penalty: 3852.633789
	Iteration 1F: 3 clusters Score -1.591378e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -15914787.000000 Penalty: 3852.633789
	Iteration 2Q: 3 clusters Score -1.591479e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -15916490.000000 Penalty: 3852.633789
	Iteration 3Q: 3 clusters Score -1.591649e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -15919808.000000 Penalty: 3852.633789
	Iteration 4Q: 3 clusters Score -1.591981e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97450 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -15925795.000000 Penalty: 3852.633789
	Iteration 5F: 3 clusters Score -1.59258e+07 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108934 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -15935137.000000 Penalty: 3852.633789
	Iteration 6F: 3 clusters Score -1.593514e+07 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120904 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -15946040.000000 Penalty: 3852.633789
	Iteration 7F: 3 clusters Score -1.594604e+07 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130490 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -15955121.000000 Penalty: 3852.633789
	Iteration 8F: 3 clusters Score -1.595512e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136351 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -15960730.000000 Penalty: 3852.633789
	Iteration 9Q: 3 clusters Score -1.596073e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138965 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -15963181.000000 Penalty: 3852.633789
	Iteration 10Q: 3 clusters Score -1.596318e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139911 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -15964192.000000 Penalty: 3852.633789
	Iteration 11Q: 3 clusters Score -1.596419e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140233 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -15964515.000000 Penalty: 3852.633789
	Iteration 12Q: 3 clusters Score -1.596452e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140338 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -15964676.000000 Penalty: 3852.633789
	Iteration 13Q: 3 clusters Score -1.596468e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140366 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -15964752.000000 Penalty: 3852.633789
	Iteration 14Q: 3 clusters Score -1.596475e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140381 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15964776.000000 Penalty: 3852.633789
	Iteration 15Q: 3 clusters Score -1.596478e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140394 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15964824.000000 Penalty: 3852.633789
	Iteration 16Q: 3 clusters Score -1.596482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140397 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15964840.000000 Penalty: 3852.633789
	Iteration 17Q: 3 clusters Score -1.596484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140397 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15964847.000000 Penalty: 3852.633789
	Iteration 18Q: 3 clusters Score -1.596485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140398 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -15964848.000000 Penalty: 3852.633789
	Iteration 19Q: 3 clusters Score -1.596485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140397 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15964848.000000 Penalty: 3852.633789
	Iteration 20F: 3 clusters Score -1.596485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140401 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15964852.000000 Penalty: 3852.633789
	Iteration 21Q: 3 clusters Score -1.596485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140404 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -15964841.000000 Penalty: 3852.633789
	Iteration 22Q: 3 clusters Score -1.596484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140404 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -15964834.000000 Penalty: 3852.633789
	Iteration 23Q: 3 clusters Score -1.596483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140405 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -15964848.000000 Penalty: 3852.633789
	Iteration 24Q: 3 clusters Score -1.596485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140406 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15964850.000000 Penalty: 3852.633789
	Iteration 25Q: 3 clusters Score -1.596485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140406 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15964848.000000 Penalty: 3852.633789
	Iteration 26Q: 3 clusters Score -1.596485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140407 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15964849.000000 Penalty: 3852.633789
	Iteration 27Q: 3 clusters Score -1.596485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140410 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -15964852.000000 Penalty: 3852.633789
	Iteration 28Q: 3 clusters Score -1.596485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140412 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -15964854.000000 Penalty: 3852.633789
	Iteration 29Q: 3 clusters Score -1.596485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140412 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -15964854.000000 Penalty: 3852.633789
	Iteration 30F: 3 clusters Score -1.596485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152060 members 
Entering Unmasked Estep 
Score: -17181442.000000 Penalty: 1938.954956
	Iteration 0F: 2 clusters Score -1.718144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76159 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -17081824.000000 Penalty: 3877.909912
	Iteration 0F: 3 clusters Score -1.708182e+07 nChanged 73433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78256 members 
Mstep: Class 2 contains 73804 members 
Entering Unmasked Estep 
Score: -17125040.000000 Penalty: 3877.909912
	Iteration 1F: 3 clusters Score -1.712504e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79361 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -17126028.000000 Penalty: 3877.909912
	Iteration 2Q: 3 clusters Score -1.712603e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
Score: -17127146.000000 Penalty: 3877.909912
	Iteration 3Q: 3 clusters Score -1.712715e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -17128864.000000 Penalty: 3877.909912
	Iteration 4Q: 3 clusters Score -1.712886e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87606 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -17131776.000000 Penalty: 3877.909912
	Iteration 5Q: 3 clusters Score -1.713178e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93025 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -17136486.000000 Penalty: 3877.909912
	Iteration 6Q: 3 clusters Score -1.713649e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99617 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -17143684.000000 Penalty: 3877.909912
	Iteration 7F: 3 clusters Score -1.714368e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106385 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -17151706.000000 Penalty: 3877.909912
	Iteration 8F: 3 clusters Score -1.715171e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -17158464.000000 Penalty: 3877.909912
	Iteration 9F: 3 clusters Score -1.715846e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116418 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -17163190.000000 Penalty: 3877.909912
	Iteration 10Q: 3 clusters Score -1.716319e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119693 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -17165686.000000 Penalty: 3877.909912
	Iteration 11Q: 3 clusters Score -1.716569e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122404 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -17167242.000000 Penalty: 3877.909912
	Iteration 12Q: 3 clusters Score -1.716724e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124900 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -17168428.000000 Penalty: 3877.909912
	Iteration 13Q: 3 clusters Score -1.716843e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127324 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -17169454.000000 Penalty: 3877.909912
	Iteration 14Q: 3 clusters Score -1.716945e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129662 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -17170496.000000 Penalty: 3877.909912
	Iteration 15Q: 3 clusters Score -1.71705e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131963 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -17171484.000000 Penalty: 3877.909912
	Iteration 16Q: 3 clusters Score -1.717148e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134174 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -17172408.000000 Penalty: 3877.909912
	Iteration 17Q: 3 clusters Score -1.717241e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136336 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -17173392.000000 Penalty: 3877.909912
	Iteration 18Q: 3 clusters Score -1.717339e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138355 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -17174112.000000 Penalty: 3877.909912
	Iteration 19Q: 3 clusters Score -1.717411e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140160 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -17174856.000000 Penalty: 3877.909912
	Iteration 20F: 3 clusters Score -1.717486e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141738 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -17175610.000000 Penalty: 3877.909912
	Iteration 21Q: 3 clusters Score -1.717561e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143129 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -17176180.000000 Penalty: 3877.909912
	Iteration 22Q: 3 clusters Score -1.717618e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144317 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -17176620.000000 Penalty: 3877.909912
	Iteration 23Q: 3 clusters Score -1.717662e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145389 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -17177134.000000 Penalty: 3877.909912
	Iteration 24Q: 3 clusters Score -1.717713e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146277 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -17177560.000000 Penalty: 3877.909912
	Iteration 25Q: 3 clusters Score -1.717756e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147053 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -17177932.000000 Penalty: 3877.909912
	Iteration 26Q: 3 clusters Score -1.717793e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147751 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -17178316.000000 Penalty: 3877.909912
	Iteration 27Q: 3 clusters Score -1.717832e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148350 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -17178588.000000 Penalty: 3877.909912
	Iteration 28Q: 3 clusters Score -1.717859e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148841 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -17178836.000000 Penalty: 3877.909912
	Iteration 29Q: 3 clusters Score -1.717884e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149261 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -17179020.000000 Penalty: 3877.909912
	Iteration 30Q: 3 clusters Score -1.717902e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149584 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -17179114.000000 Penalty: 3877.909912
	Iteration 31Q: 3 clusters Score -1.717911e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149866 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -17179226.000000 Penalty: 3877.909912
	Iteration 32Q: 3 clusters Score -1.717923e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150087 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -17179312.000000 Penalty: 3877.909912
	Iteration 33Q: 3 clusters Score -1.717931e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150257 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -17179360.000000 Penalty: 3877.909912
	Iteration 34Q: 3 clusters Score -1.717936e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150402 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -17179420.000000 Penalty: 3877.909912
	Iteration 35Q: 3 clusters Score -1.717942e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150529 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -17179472.000000 Penalty: 3877.909912
	Iteration 36Q: 3 clusters Score -1.717947e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150634 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -17179512.000000 Penalty: 3877.909912
	Iteration 37Q: 3 clusters Score -1.717951e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150731 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -17179568.000000 Penalty: 3877.909912
	Iteration 38Q: 3 clusters Score -1.717957e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150812 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -17179612.000000 Penalty: 3877.909912
	Iteration 39Q: 3 clusters Score -1.717961e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150878 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -17179668.000000 Penalty: 3877.909912
	Iteration 40F: 3 clusters Score -1.717967e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150945 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -17179714.000000 Penalty: 3877.909912
	Iteration 41Q: 3 clusters Score -1.717971e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150992 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -17179732.000000 Penalty: 3877.909912
	Iteration 42Q: 3 clusters Score -1.717973e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151028 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -17179754.000000 Penalty: 3877.909912
	Iteration 43Q: 3 clusters Score -1.717975e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151055 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -17179752.000000 Penalty: 3877.909912
	Iteration 44Q: 3 clusters Score -1.717975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151071 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -17179750.000000 Penalty: 3877.909912
	Iteration 45Q: 3 clusters Score -1.717975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151080 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -17179780.000000 Penalty: 3877.909912
	Iteration 46Q: 3 clusters Score -1.717978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151085 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -17179782.000000 Penalty: 3877.909912
	Iteration 47Q: 3 clusters Score -1.717978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151094 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -17179792.000000 Penalty: 3877.909912
	Iteration 48Q: 3 clusters Score -1.717979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151098 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -17179796.000000 Penalty: 3877.909912
	Iteration 49Q: 3 clusters Score -1.71798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151103 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -17179792.000000 Penalty: 3877.909912
	Iteration 50Q: 3 clusters Score -1.717979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151106 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -17179788.000000 Penalty: 3877.909912
	Iteration 51Q: 3 clusters Score -1.717979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151107 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -17179796.000000 Penalty: 3877.909912
	Iteration 52Q: 3 clusters Score -1.71798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151109 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -17179798.000000 Penalty: 3877.909912
	Iteration 53Q: 3 clusters Score -1.71798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151110 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -17179800.000000 Penalty: 3877.909912
	Iteration 54Q: 3 clusters Score -1.71798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151112 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -17179798.000000 Penalty: 3877.909912
	Iteration 55Q: 3 clusters Score -1.71798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151114 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -17179800.000000 Penalty: 3877.909912
	Iteration 56Q: 3 clusters Score -1.71798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151116 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -17179804.000000 Penalty: 3877.909912
	Iteration 57Q: 3 clusters Score -1.71798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151116 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -17179804.000000 Penalty: 3877.909912
	Iteration 58F: 3 clusters Score -1.71798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Entering Unmasked Estep 
Score: -1886143.750000 Penalty: 1575.974854
	Iteration 0F: 2 clusters Score -1886144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1874830.750000 Penalty: 3151.949707
	Iteration 0F: 3 clusters Score -1874831 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1878775.250000 Penalty: 3151.949707
	Iteration 1F: 3 clusters Score -1878775 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1879073.125000 Penalty: 3151.949707
	Iteration 2F: 3 clusters Score -1879073 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1879313.125000 Penalty: 3151.949707
	Iteration 3Q: 3 clusters Score -1879313 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1879541.000000 Penalty: 3151.949707
	Iteration 4Q: 3 clusters Score -1879541 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1879815.875000 Penalty: 3151.949707
	Iteration 5Q: 3 clusters Score -1879816 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1880172.375000 Penalty: 3151.949707
	Iteration 6Q: 3 clusters Score -1880172 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1880668.750000 Penalty: 3151.949707
	Iteration 7F: 3 clusters Score -1880669 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1881320.000000 Penalty: 3151.949707
	Iteration 8F: 3 clusters Score -1881320 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1882146.750000 Penalty: 3151.949707
	Iteration 9F: 3 clusters Score -1882147 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1882917.625000 Penalty: 3151.949707
	Iteration 10F: 3 clusters Score -1882918 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1883456.875000 Penalty: 3151.949707
	Iteration 11Q: 3 clusters Score -1883457 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1883844.500000 Penalty: 3151.949707
	Iteration 12Q: 3 clusters Score -1883844 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1884093.625000 Penalty: 3151.949707
	Iteration 13Q: 3 clusters Score -1884094 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1884287.375000 Penalty: 3151.949707
	Iteration 14Q: 3 clusters Score -1884287 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1884416.875000 Penalty: 3151.949707
	Iteration 15Q: 3 clusters Score -1884417 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1884495.250000 Penalty: 3151.949707
	Iteration 16Q: 3 clusters Score -1884495 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1884561.125000 Penalty: 3151.949707
	Iteration 17Q: 3 clusters Score -1884561 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1884630.375000 Penalty: 3151.949707
	Iteration 18Q: 3 clusters Score -1884630 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1884674.625000 Penalty: 3151.949707
	Iteration 19Q: 3 clusters Score -1884675 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1884720.000000 Penalty: 3151.949707
	Iteration 20F: 3 clusters Score -1884720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1884760.250000 Penalty: 3151.949707
	Iteration 21Q: 3 clusters Score -1884760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1884788.875000 Penalty: 3151.949707
	Iteration 22Q: 3 clusters Score -1884789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1884804.875000 Penalty: 3151.949707
	Iteration 23Q: 3 clusters Score -1884805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1884816.125000 Penalty: 3151.949707
	Iteration 24Q: 3 clusters Score -1884816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1884825.500000 Penalty: 3151.949707
	Iteration 25Q: 3 clusters Score -1884826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1884835.625000 Penalty: 3151.949707
	Iteration 26Q: 3 clusters Score -1884836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1884838.000000 Penalty: 3151.949707
	Iteration 27Q: 3 clusters Score -1884838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1884846.125000 Penalty: 3151.949707
	Iteration 28Q: 3 clusters Score -1884846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1884848.375000 Penalty: 3151.949707
	Iteration 29Q: 3 clusters Score -1884848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1884852.875000 Penalty: 3151.949707
	Iteration 30Q: 3 clusters Score -1884853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1884858.625000 Penalty: 3151.949707
	Iteration 31Q: 3 clusters Score -1884859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1884861.125000 Penalty: 3151.949707
	Iteration 32Q: 3 clusters Score -1884861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1884860.625000 Penalty: 3151.949707
	Iteration 33Q: 3 clusters Score -1884861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1884861.500000 Penalty: 3151.949707
	Iteration 34Q: 3 clusters Score -1884862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1884862.375000 Penalty: 3151.949707
	Iteration 35Q: 3 clusters Score -1884862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1884866.375000 Penalty: 3151.949707
	Iteration 36Q: 3 clusters Score -1884866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1884863.750000 Penalty: 3151.949707
	Iteration 37Q: 3 clusters Score -1884864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1884864.000000 Penalty: 3151.949707
	Iteration 38Q: 3 clusters Score -1884864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1884864.000000 Penalty: 3151.949707
	Iteration 39Q: 3 clusters Score -1884864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -1884868.750000 Penalty: 3151.949707
	Iteration 40F: 3 clusters Score -1884869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1884871.750000 Penalty: 3151.949707
	Iteration 41Q: 3 clusters Score -1884872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1884870.000000 Penalty: 3151.949707
	Iteration 42Q: 3 clusters Score -1884870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1884872.875000 Penalty: 3151.949707
	Iteration 43Q: 3 clusters Score -1884873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1884873.375000 Penalty: 3151.949707
	Iteration 44Q: 3 clusters Score -1884873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1884875.750000 Penalty: 3151.949707
	Iteration 45Q: 3 clusters Score -1884876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1884878.125000 Penalty: 3151.949707
	Iteration 46Q: 3 clusters Score -1884878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1884875.750000 Penalty: 3151.949707
	Iteration 47Q: 3 clusters Score -1884876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1884876.375000 Penalty: 3151.949707
	Iteration 48Q: 3 clusters Score -1884876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1884877.375000 Penalty: 3151.949707
	Iteration 49Q: 3 clusters Score -1884877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1884879.625000 Penalty: 3151.949707
	Iteration 50Q: 3 clusters Score -1884880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1884879.625000 Penalty: 3151.949707
	Iteration 51F: 3 clusters Score -1884880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -474482.500000 Penalty: 1362.567749
	Iteration 0F: 2 clusters Score -474482.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -470979.531250 Penalty: 2725.135498
	Iteration 0F: 3 clusters Score -470979.5 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -471851.000000 Penalty: 2725.135498
	Iteration 1F: 3 clusters Score -471851 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -472007.281250 Penalty: 2725.135498
	Iteration 2F: 3 clusters Score -472007.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -472157.593750 Penalty: 2725.135498
	Iteration 3Q: 3 clusters Score -472157.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -472428.750000 Penalty: 2725.135498
	Iteration 4Q: 3 clusters Score -472428.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -472699.218750 Penalty: 2725.135498
	Iteration 5F: 3 clusters Score -472699.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -472936.156250 Penalty: 2725.135498
	Iteration 6F: 3 clusters Score -472936.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -473146.406250 Penalty: 2725.135498
	Iteration 7F: 3 clusters Score -473146.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -473338.062500 Penalty: 2725.135498
	Iteration 8F: 3 clusters Score -473338.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -473484.062500 Penalty: 2725.135498
	Iteration 9Q: 3 clusters Score -473484.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -473597.031250 Penalty: 2725.135498
	Iteration 10Q: 3 clusters Score -473597 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -473668.187500 Penalty: 2725.135498
	Iteration 11Q: 3 clusters Score -473668.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -473724.593750 Penalty: 2725.135498
	Iteration 12Q: 3 clusters Score -473724.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -473763.968750 Penalty: 2725.135498
	Iteration 13Q: 3 clusters Score -473764 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -473798.656250 Penalty: 2725.135498
	Iteration 14Q: 3 clusters Score -473798.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -473822.406250 Penalty: 2725.135498
	Iteration 15Q: 3 clusters Score -473822.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -473844.625000 Penalty: 2725.135498
	Iteration 16Q: 3 clusters Score -473844.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -473865.687500 Penalty: 2725.135498
	Iteration 17Q: 3 clusters Score -473865.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -473882.437500 Penalty: 2725.135498
	Iteration 18Q: 3 clusters Score -473882.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -473890.625000 Penalty: 2725.135498
	Iteration 19Q: 3 clusters Score -473890.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -473896.218750 Penalty: 2725.135498
	Iteration 20F: 3 clusters Score -473896.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -473900.218750 Penalty: 2725.135498
	Iteration 21Q: 3 clusters Score -473900.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -473906.406250 Penalty: 2725.135498
	Iteration 22Q: 3 clusters Score -473906.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -473912.187500 Penalty: 2725.135498
	Iteration 23Q: 3 clusters Score -473912.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -473917.156250 Penalty: 2725.135498
	Iteration 24Q: 3 clusters Score -473917.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -473924.375000 Penalty: 2725.135498
	Iteration 25Q: 3 clusters Score -473924.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -473929.656250 Penalty: 2725.135498
	Iteration 26Q: 3 clusters Score -473929.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -473936.812500 Penalty: 2725.135498
	Iteration 27Q: 3 clusters Score -473936.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -473947.500000 Penalty: 2725.135498
	Iteration 28Q: 3 clusters Score -473947.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -473956.687500 Penalty: 2725.135498
	Iteration 29Q: 3 clusters Score -473956.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -473966.906250 Penalty: 2725.135498
	Iteration 30Q: 3 clusters Score -473966.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -473974.093750 Penalty: 2725.135498
	Iteration 31Q: 3 clusters Score -473974.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -473981.593750 Penalty: 2725.135498
	Iteration 32Q: 3 clusters Score -473981.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -473988.812500 Penalty: 2725.135498
	Iteration 33Q: 3 clusters Score -473988.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -473995.781250 Penalty: 2725.135498
	Iteration 34Q: 3 clusters Score -473995.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -474003.812500 Penalty: 2725.135498
	Iteration 35Q: 3 clusters Score -474003.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -474011.531250 Penalty: 2725.135498
	Iteration 36Q: 3 clusters Score -474011.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -474018.843750 Penalty: 2725.135498
	Iteration 37Q: 3 clusters Score -474018.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -474026.687500 Penalty: 2725.135498
	Iteration 38Q: 3 clusters Score -474026.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -474035.312500 Penalty: 2725.135498
	Iteration 39Q: 3 clusters Score -474035.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -474040.031250 Penalty: 2725.135498
	Iteration 40F: 3 clusters Score -474040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -474041.968750 Penalty: 2725.135498
	Iteration 41Q: 3 clusters Score -474042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -474045.156250 Penalty: 2725.135498
	Iteration 42Q: 3 clusters Score -474045.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -474047.375000 Penalty: 2725.135498
	Iteration 43Q: 3 clusters Score -474047.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -474049.031250 Penalty: 2725.135498
	Iteration 44Q: 3 clusters Score -474049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -474049.718750 Penalty: 2725.135498
	Iteration 45Q: 3 clusters Score -474049.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -474052.312500 Penalty: 2725.135498
	Iteration 46Q: 3 clusters Score -474052.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -474054.750000 Penalty: 2725.135498
	Iteration 47Q: 3 clusters Score -474054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -474055.281250 Penalty: 2725.135498
	Iteration 48Q: 3 clusters Score -474055.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -474056.093750 Penalty: 2725.135498
	Iteration 49Q: 3 clusters Score -474056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -474055.906250 Penalty: 2725.135498
	Iteration 50Q: 3 clusters Score -474055.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -474057.875000 Penalty: 2725.135498
	Iteration 51Q: 3 clusters Score -474057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -474061.031250 Penalty: 2725.135498
	Iteration 52Q: 3 clusters Score -474061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -474061.218750 Penalty: 2725.135498
	Iteration 53Q: 3 clusters Score -474061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -474061.750000 Penalty: 2725.135498
	Iteration 54Q: 3 clusters Score -474061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -474063.593750 Penalty: 2725.135498
	Iteration 55Q: 3 clusters Score -474063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -474065.937500 Penalty: 2725.135498
	Iteration 56Q: 3 clusters Score -474065.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -474068.625000 Penalty: 2725.135498
	Iteration 57Q: 3 clusters Score -474068.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -474069.968750 Penalty: 2725.135498
	Iteration 58Q: 3 clusters Score -474070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -474070.031250 Penalty: 2725.135498
	Iteration 59Q: 3 clusters Score -474070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -474070.031250 Penalty: 2725.135498
	Iteration 60F: 3 clusters Score -474070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Entering Unmasked Estep 
Score: -6559229.500000 Penalty: 1776.516724
	Iteration 0F: 2 clusters Score -6559230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -6521830.000000 Penalty: 3553.033447
	Iteration 0F: 3 clusters Score -6521830 nChanged 26365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -6537033.500000 Penalty: 3553.033447
	Iteration 1F: 3 clusters Score -6537034 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -6537452.000000 Penalty: 3553.033447
	Iteration 2Q: 3 clusters Score -6537452 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -6537866.000000 Penalty: 3553.033447
	Iteration 3Q: 3 clusters Score -6537866 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -6538354.000000 Penalty: 3553.033447
	Iteration 4Q: 3 clusters Score -6538354 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -6539104.500000 Penalty: 3553.033447
	Iteration 5Q: 3 clusters Score -6539104 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -6540117.000000 Penalty: 3553.033447
	Iteration 6Q: 3 clusters Score -6540117 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -6541783.000000 Penalty: 3553.033447
	Iteration 7F: 3 clusters Score -6541783 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -6544228.000000 Penalty: 3553.033447
	Iteration 8F: 3 clusters Score -6544228 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -6547309.000000 Penalty: 3553.033447
	Iteration 9F: 3 clusters Score -6547309 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -6550759.500000 Penalty: 3553.033447
	Iteration 10F: 3 clusters Score -6550760 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -6553686.000000 Penalty: 3553.033447
	Iteration 11F: 3 clusters Score -6553686 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -6555744.000000 Penalty: 3553.033447
	Iteration 12Q: 3 clusters Score -6555744 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -6556908.000000 Penalty: 3553.033447
	Iteration 13Q: 3 clusters Score -6556908 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 55725 members 
Entering Unmasked Estep 
Score: -6557356.000000 Penalty: 3553.033447
	Iteration 14Q: 3 clusters Score -6557356 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -6557506.000000 Penalty: 3553.033447
	Iteration 15Q: 3 clusters Score -6557506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -6557569.500000 Penalty: 3553.033447
	Iteration 16Q: 3 clusters Score -6557570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -6557578.500000 Penalty: 3553.033447
	Iteration 17Q: 3 clusters Score -6557578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -6557586.000000 Penalty: 3553.033447
	Iteration 18Q: 3 clusters Score -6557586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -6557589.500000 Penalty: 3553.033447
	Iteration 19Q: 3 clusters Score -6557590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -6557591.500000 Penalty: 3553.033447
	Iteration 20F: 3 clusters Score -6557592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Entering Unmasked Estep 
Score: -431517.093750 Penalty: 1336.557251
	Iteration 0F: 2 clusters Score -431517.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -428356.312500 Penalty: 2673.114502
	Iteration 0F: 3 clusters Score -428356.3 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -429119.375000 Penalty: 2673.114502
	Iteration 1F: 3 clusters Score -429119.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -429230.468750 Penalty: 2673.114502
	Iteration 2F: 3 clusters Score -429230.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -429290.250000 Penalty: 2673.114502
	Iteration 3Q: 3 clusters Score -429290.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -429329.343750 Penalty: 2673.114502
	Iteration 4Q: 3 clusters Score -429329.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -429357.375000 Penalty: 2673.114502
	Iteration 5Q: 3 clusters Score -429357.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -429378.250000 Penalty: 2673.114502
	Iteration 6Q: 3 clusters Score -429378.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -429396.062500 Penalty: 2673.114502
	Iteration 7Q: 3 clusters Score -429396.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -429411.281250 Penalty: 2673.114502
	Iteration 8Q: 3 clusters Score -429411.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -429423.000000 Penalty: 2673.114502
	Iteration 9Q: 3 clusters Score -429423 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -429432.406250 Penalty: 2673.114502
	Iteration 10Q: 3 clusters Score -429432.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -429442.750000 Penalty: 2673.114502
	Iteration 11Q: 3 clusters Score -429442.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -429455.312500 Penalty: 2673.114502
	Iteration 12Q: 3 clusters Score -429455.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -429466.656250 Penalty: 2673.114502
	Iteration 13Q: 3 clusters Score -429466.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -429485.906250 Penalty: 2673.114502
	Iteration 14Q: 3 clusters Score -429485.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -429504.250000 Penalty: 2673.114502
	Iteration 15Q: 3 clusters Score -429504.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -429525.062500 Penalty: 2673.114502
	Iteration 16Q: 3 clusters Score -429525.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -429548.093750 Penalty: 2673.114502
	Iteration 17Q: 3 clusters Score -429548.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -429573.531250 Penalty: 2673.114502
	Iteration 18Q: 3 clusters Score -429573.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -429600.312500 Penalty: 2673.114502
	Iteration 19Q: 3 clusters Score -429600.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -429633.750000 Penalty: 2673.114502
	Iteration 20F: 3 clusters Score -429633.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -429671.593750 Penalty: 2673.114502
	Iteration 21Q: 3 clusters Score -429671.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -429706.906250 Penalty: 2673.114502
	Iteration 22Q: 3 clusters Score -429706.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -429742.562500 Penalty: 2673.114502
	Iteration 23Q: 3 clusters Score -429742.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -429776.437500 Penalty: 2673.114502
	Iteration 24Q: 3 clusters Score -429776.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -429806.593750 Penalty: 2673.114502
	Iteration 25Q: 3 clusters Score -429806.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -429836.500000 Penalty: 2673.114502
	Iteration 26Q: 3 clusters Score -429836.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -429874.437500 Penalty: 2673.114502
	Iteration 27Q: 3 clusters Score -429874.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -429917.187500 Penalty: 2673.114502
	Iteration 28Q: 3 clusters Score -429917.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -429963.093750 Penalty: 2673.114502
	Iteration 29Q: 3 clusters Score -429963.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -430013.375000 Penalty: 2673.114502
	Iteration 30Q: 3 clusters Score -430013.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -430052.093750 Penalty: 2673.114502
	Iteration 31Q: 3 clusters Score -430052.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -430087.125000 Penalty: 2673.114502
	Iteration 32Q: 3 clusters Score -430087.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -430120.781250 Penalty: 2673.114502
	Iteration 33Q: 3 clusters Score -430120.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -430153.718750 Penalty: 2673.114502
	Iteration 34Q: 3 clusters Score -430153.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -430191.375000 Penalty: 2673.114502
	Iteration 35Q: 3 clusters Score -430191.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -430217.343750 Penalty: 2673.114502
	Iteration 36Q: 3 clusters Score -430217.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -430234.593750 Penalty: 2673.114502
	Iteration 37Q: 3 clusters Score -430234.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -430253.562500 Penalty: 2673.114502
	Iteration 38Q: 3 clusters Score -430253.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -430282.125000 Penalty: 2673.114502
	Iteration 39Q: 3 clusters Score -430282.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -430300.281250 Penalty: 2673.114502
	Iteration 40F: 3 clusters Score -430300.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -430309.625000 Penalty: 2673.114502
	Iteration 41Q: 3 clusters Score -430309.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -430322.593750 Penalty: 2673.114502
	Iteration 42Q: 3 clusters Score -430322.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -430334.250000 Penalty: 2673.114502
	Iteration 43Q: 3 clusters Score -430334.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -430339.031250 Penalty: 2673.114502
	Iteration 44Q: 3 clusters Score -430339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -430342.187500 Penalty: 2673.114502
	Iteration 45Q: 3 clusters Score -430342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -430343.093750 Penalty: 2673.114502
	Iteration 46Q: 3 clusters Score -430343.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -430342.937500 Penalty: 2673.114502
	Iteration 47Q: 3 clusters Score -430342.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -430342.937500 Penalty: 2673.114502
	Iteration 48F: 3 clusters Score -430342.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -230628.796875 Penalty: 1249.597168
	Iteration 0F: 2 clusters Score -230628.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -228484.921875 Penalty: 2499.194336
	Iteration 0F: 3 clusters Score -228484.9 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -229345.500000 Penalty: 2499.194336
	Iteration 1F: 3 clusters Score -229345.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -230066.171875 Penalty: 2499.194336
	Iteration 2F: 3 clusters Score -230066.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -230876.046875 Penalty: 2499.194336
	Iteration 3F: 3 clusters Score -230876 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -231262.515625 Penalty: 2499.194336
	Iteration 4F: 3 clusters Score -231262.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -231363.234375 Penalty: 2499.194336
	Iteration 5Q: 3 clusters Score -231363.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -231402.953125 Penalty: 2499.194336
	Iteration 6Q: 3 clusters Score -231403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -231414.296875 Penalty: 2499.194336
	Iteration 7Q: 3 clusters Score -231414.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -231415.906250 Penalty: 2499.194336
	Iteration 8Q: 3 clusters Score -231415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -231416.359375 Penalty: 2499.194336
	Iteration 9Q: 3 clusters Score -231416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -231416.359375 Penalty: 2499.194336
	Iteration 10F: 3 clusters Score -231416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 14293 members 
Mstep: Class 3 contains 14910 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 140682 members 
Mstep: Class 6 contains 152060 members 
Mstep: Class 7 contains 16290 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 55961 members 
Mstep: Class 10 contains 3733 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 46819 members 
Mstep: Class 15 contains 3961 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 88325 members 
Mstep: Class 19 contains 87798 members 
Mstep: Class 20 contains 39289 members 
Mstep: Class 21 contains 11288 members 
Mstep: Class 22 contains 84659 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72291 members 
Mstep: Class 26 contains 13752 members 
Mstep: Class 27 contains 24662 members 
Mstep: Class 28 contains 483 members 
Entering Unmasked Estep 
Score: -102108336.000000 Penalty: 62435.281250
Splitting cluster 11 changes total score from -102108928.000000 to -102108336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (10452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Entering Unmasked Estep 
Score: -1209441.500000 Penalty: 1503.864258
	Iteration 0F: 2 clusters Score -1209442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1202007.125000 Penalty: 3007.728516
	Iteration 0F: 3 clusters Score -1202007 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1204428.875000 Penalty: 3007.728516
	Iteration 1F: 3 clusters Score -1204429 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1204786.625000 Penalty: 3007.728516
	Iteration 2F: 3 clusters Score -1204787 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1205103.375000 Penalty: 3007.728516
	Iteration 3F: 3 clusters Score -1205103 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1205446.000000 Penalty: 3007.728516
	Iteration 4F: 3 clusters Score -1205446 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1205833.000000 Penalty: 3007.728516
	Iteration 5F: 3 clusters Score -1205833 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1206274.625000 Penalty: 3007.728516
	Iteration 6F: 3 clusters Score -1206275 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1206706.625000 Penalty: 3007.728516
	Iteration 7F: 3 clusters Score -1206707 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1207072.125000 Penalty: 3007.728516
	Iteration 8Q: 3 clusters Score -1207072 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1207383.000000 Penalty: 3007.728516
	Iteration 9Q: 3 clusters Score -1207383 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1207549.000000 Penalty: 3007.728516
	Iteration 10Q: 3 clusters Score -1207549 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1207642.500000 Penalty: 3007.728516
	Iteration 11Q: 3 clusters Score -1207642 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1207701.875000 Penalty: 3007.728516
	Iteration 12Q: 3 clusters Score -1207702 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1207745.750000 Penalty: 3007.728516
	Iteration 13Q: 3 clusters Score -1207746 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1207784.875000 Penalty: 3007.728516
	Iteration 14Q: 3 clusters Score -1207785 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1207812.875000 Penalty: 3007.728516
	Iteration 15Q: 3 clusters Score -1207813 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1207849.750000 Penalty: 3007.728516
	Iteration 16Q: 3 clusters Score -1207850 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1207885.875000 Penalty: 3007.728516
	Iteration 17Q: 3 clusters Score -1207886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1207906.875000 Penalty: 3007.728516
	Iteration 18Q: 3 clusters Score -1207907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1207933.000000 Penalty: 3007.728516
	Iteration 19Q: 3 clusters Score -1207933 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1207957.875000 Penalty: 3007.728516
	Iteration 20F: 3 clusters Score -1207958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1207967.125000 Penalty: 3007.728516
	Iteration 21Q: 3 clusters Score -1207967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1207974.375000 Penalty: 3007.728516
	Iteration 22Q: 3 clusters Score -1207974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1207982.250000 Penalty: 3007.728516
	Iteration 23Q: 3 clusters Score -1207982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1207987.250000 Penalty: 3007.728516
	Iteration 24Q: 3 clusters Score -1207987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1207993.125000 Penalty: 3007.728516
	Iteration 25Q: 3 clusters Score -1207993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1207992.875000 Penalty: 3007.728516
	Iteration 26Q: 3 clusters Score -1207993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1207996.750000 Penalty: 3007.728516
	Iteration 27Q: 3 clusters Score -1207997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1208000.125000 Penalty: 3007.728516
	Iteration 28Q: 3 clusters Score -1208000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1208003.750000 Penalty: 3007.728516
	Iteration 29Q: 3 clusters Score -1208004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1208008.000000 Penalty: 3007.728516
	Iteration 30Q: 3 clusters Score -1208008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1208013.000000 Penalty: 3007.728516
	Iteration 31Q: 3 clusters Score -1208013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1208019.125000 Penalty: 3007.728516
	Iteration 32Q: 3 clusters Score -1208019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1208025.625000 Penalty: 3007.728516
	Iteration 33Q: 3 clusters Score -1208026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1208027.500000 Penalty: 3007.728516
	Iteration 34Q: 3 clusters Score -1208028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1208034.375000 Penalty: 3007.728516
	Iteration 35Q: 3 clusters Score -1208034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1208040.000000 Penalty: 3007.728516
	Iteration 36Q: 3 clusters Score -1208040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1208044.500000 Penalty: 3007.728516
	Iteration 37Q: 3 clusters Score -1208044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1208050.375000 Penalty: 3007.728516
	Iteration 38Q: 3 clusters Score -1208050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1208051.125000 Penalty: 3007.728516
	Iteration 39Q: 3 clusters Score -1208051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1208055.250000 Penalty: 3007.728516
	Iteration 40F: 3 clusters Score -1208055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1208058.500000 Penalty: 3007.728516
	Iteration 41Q: 3 clusters Score -1208058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1208059.000000 Penalty: 3007.728516
	Iteration 42Q: 3 clusters Score -1208059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1208060.500000 Penalty: 3007.728516
	Iteration 43Q: 3 clusters Score -1208060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1208062.750000 Penalty: 3007.728516
	Iteration 44Q: 3 clusters Score -1208063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1208065.750000 Penalty: 3007.728516
	Iteration 45Q: 3 clusters Score -1208066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1208069.625000 Penalty: 3007.728516
	Iteration 46Q: 3 clusters Score -1208070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1208069.500000 Penalty: 3007.728516
	Iteration 47Q: 3 clusters Score -1208070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1208073.750000 Penalty: 3007.728516
	Iteration 48Q: 3 clusters Score -1208074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1208072.625000 Penalty: 3007.728516
	Iteration 49Q: 3 clusters Score -1208073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1208072.500000 Penalty: 3007.728516
	Iteration 50Q: 3 clusters Score -1208072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1208077.750000 Penalty: 3007.728516
	Iteration 51Q: 3 clusters Score -1208078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1208080.125000 Penalty: 3007.728516
	Iteration 52Q: 3 clusters Score -1208080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1208083.875000 Penalty: 3007.728516
	Iteration 53Q: 3 clusters Score -1208084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1208089.375000 Penalty: 3007.728516
	Iteration 54Q: 3 clusters Score -1208089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1208089.125000 Penalty: 3007.728516
	Iteration 55Q: 3 clusters Score -1208089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1208094.625000 Penalty: 3007.728516
	Iteration 56Q: 3 clusters Score -1208095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1208097.375000 Penalty: 3007.728516
	Iteration 57Q: 3 clusters Score -1208097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1208102.250000 Penalty: 3007.728516
	Iteration 58Q: 3 clusters Score -1208102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1208104.875000 Penalty: 3007.728516
	Iteration 59Q: 3 clusters Score -1208105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1208108.875000 Penalty: 3007.728516
	Iteration 60F: 3 clusters Score -1208109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1208113.375000 Penalty: 3007.728516
	Iteration 61Q: 3 clusters Score -1208113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1208116.125000 Penalty: 3007.728516
	Iteration 62Q: 3 clusters Score -1208116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1208120.125000 Penalty: 3007.728516
	Iteration 63Q: 3 clusters Score -1208120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1208122.625000 Penalty: 3007.728516
	Iteration 64Q: 3 clusters Score -1208123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1208126.750000 Penalty: 3007.728516
	Iteration 65Q: 3 clusters Score -1208127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1208125.000000 Penalty: 3007.728516
	Iteration 66Q: 3 clusters Score -1208125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1208127.500000 Penalty: 3007.728516
	Iteration 67Q: 3 clusters Score -1208128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1208129.000000 Penalty: 3007.728516
	Iteration 68Q: 3 clusters Score -1208129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1208131.625000 Penalty: 3007.728516
	Iteration 69Q: 3 clusters Score -1208132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1208128.875000 Penalty: 3007.728516
	Iteration 70Q: 3 clusters Score -1208129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1208130.000000 Penalty: 3007.728516
	Iteration 71Q: 3 clusters Score -1208130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1208130.250000 Penalty: 3007.728516
	Iteration 72Q: 3 clusters Score -1208130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1208131.375000 Penalty: 3007.728516
	Iteration 73Q: 3 clusters Score -1208131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1208131.375000 Penalty: 3007.728516
	Iteration 74F: 3 clusters Score -1208131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Entering Unmasked Estep 
Score: -429677.406250 Penalty: 1336.687744
	Iteration 0F: 2 clusters Score -429677.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -426496.656250 Penalty: 2673.375488
	Iteration 0F: 3 clusters Score -426496.7 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -427372.625000 Penalty: 2673.375488
	Iteration 1F: 3 clusters Score -427372.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -427619.687500 Penalty: 2673.375488
	Iteration 2F: 3 clusters Score -427619.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -427863.750000 Penalty: 2673.375488
	Iteration 3F: 3 clusters Score -427863.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -428051.437500 Penalty: 2673.375488
	Iteration 4F: 3 clusters Score -428051.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -428246.906250 Penalty: 2673.375488
	Iteration 5F: 3 clusters Score -428246.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -428425.312500 Penalty: 2673.375488
	Iteration 6F: 3 clusters Score -428425.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -428557.750000 Penalty: 2673.375488
	Iteration 7Q: 3 clusters Score -428557.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -428662.531250 Penalty: 2673.375488
	Iteration 8Q: 3 clusters Score -428662.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -428746.843750 Penalty: 2673.375488
	Iteration 9Q: 3 clusters Score -428746.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -428819.843750 Penalty: 2673.375488
	Iteration 10Q: 3 clusters Score -428819.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -428886.437500 Penalty: 2673.375488
	Iteration 11Q: 3 clusters Score -428886.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -428924.062500 Penalty: 2673.375488
	Iteration 12Q: 3 clusters Score -428924.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -428948.343750 Penalty: 2673.375488
	Iteration 13Q: 3 clusters Score -428948.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -428963.625000 Penalty: 2673.375488
	Iteration 14Q: 3 clusters Score -428963.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -428972.281250 Penalty: 2673.375488
	Iteration 15Q: 3 clusters Score -428972.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -428979.500000 Penalty: 2673.375488
	Iteration 16Q: 3 clusters Score -428979.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -428984.437500 Penalty: 2673.375488
	Iteration 17Q: 3 clusters Score -428984.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -428988.906250 Penalty: 2673.375488
	Iteration 18Q: 3 clusters Score -428988.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -428992.468750 Penalty: 2673.375488
	Iteration 19Q: 3 clusters Score -428992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -428993.187500 Penalty: 2673.375488
	Iteration 20F: 3 clusters Score -428993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -428996.562500 Penalty: 2673.375488
	Iteration 21Q: 3 clusters Score -428996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -428998.718750 Penalty: 2673.375488
	Iteration 22Q: 3 clusters Score -428998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -429001.312500 Penalty: 2673.375488
	Iteration 23Q: 3 clusters Score -429001.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -429004.062500 Penalty: 2673.375488
	Iteration 24Q: 3 clusters Score -429004.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -429008.656250 Penalty: 2673.375488
	Iteration 25Q: 3 clusters Score -429008.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -429015.000000 Penalty: 2673.375488
	Iteration 26Q: 3 clusters Score -429015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -429024.875000 Penalty: 2673.375488
	Iteration 27Q: 3 clusters Score -429024.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -429037.031250 Penalty: 2673.375488
	Iteration 28Q: 3 clusters Score -429037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -429048.656250 Penalty: 2673.375488
	Iteration 29Q: 3 clusters Score -429048.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -429053.406250 Penalty: 2673.375488
	Iteration 30Q: 3 clusters Score -429053.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -429056.125000 Penalty: 2673.375488
	Iteration 31Q: 3 clusters Score -429056.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -429057.687500 Penalty: 2673.375488
	Iteration 32Q: 3 clusters Score -429057.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -429059.781250 Penalty: 2673.375488
	Iteration 33Q: 3 clusters Score -429059.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -429061.437500 Penalty: 2673.375488
	Iteration 34Q: 3 clusters Score -429061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -429065.187500 Penalty: 2673.375488
	Iteration 35Q: 3 clusters Score -429065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -429066.937500 Penalty: 2673.375488
	Iteration 36Q: 3 clusters Score -429066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -429068.437500 Penalty: 2673.375488
	Iteration 37Q: 3 clusters Score -429068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -429070.093750 Penalty: 2673.375488
	Iteration 38Q: 3 clusters Score -429070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -429070.843750 Penalty: 2673.375488
	Iteration 39Q: 3 clusters Score -429070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -429071.468750 Penalty: 2673.375488
	Iteration 40F: 3 clusters Score -429071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -429071.562500 Penalty: 2673.375488
	Iteration 41Q: 3 clusters Score -429071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -429072.718750 Penalty: 2673.375488
	Iteration 42Q: 3 clusters Score -429072.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -429072.718750 Penalty: 2673.375488
	Iteration 43F: 3 clusters Score -429072.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Entering Unmasked Estep 
Score: -5369751.500000 Penalty: 1747.532227
	Iteration 0F: 2 clusters Score -5369752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -5338313.000000 Penalty: 3495.064453
	Iteration 0F: 3 clusters Score -5338313 nChanged 21961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -5350955.000000 Penalty: 3495.064453
	Iteration 1F: 3 clusters Score -5350955 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -5351448.500000 Penalty: 3495.064453
	Iteration 2Q: 3 clusters Score -5351448 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5352094.500000 Penalty: 3495.064453
	Iteration 3Q: 3 clusters Score -5352094 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -5352906.000000 Penalty: 3495.064453
	Iteration 4Q: 3 clusters Score -5352906 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -5353968.000000 Penalty: 3495.064453
	Iteration 5Q: 3 clusters Score -5353968 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -5355371.500000 Penalty: 3495.064453
	Iteration 6F: 3 clusters Score -5355372 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -5357192.000000 Penalty: 3495.064453
	Iteration 7F: 3 clusters Score -5357192 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -5359620.000000 Penalty: 3495.064453
	Iteration 8F: 3 clusters Score -5359620 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -5362256.500000 Penalty: 3495.064453
	Iteration 9F: 3 clusters Score -5362256 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -5364179.000000 Penalty: 3495.064453
	Iteration 10F: 3 clusters Score -5364179 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -5365105.000000 Penalty: 3495.064453
	Iteration 11Q: 3 clusters Score -5365105 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -5365550.500000 Penalty: 3495.064453
	Iteration 12Q: 3 clusters Score -5365550 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -5365861.000000 Penalty: 3495.064453
	Iteration 13Q: 3 clusters Score -5365861 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -5366039.000000 Penalty: 3495.064453
	Iteration 14Q: 3 clusters Score -5366039 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -5366219.000000 Penalty: 3495.064453
	Iteration 15Q: 3 clusters Score -5366219 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -5366399.500000 Penalty: 3495.064453
	Iteration 16Q: 3 clusters Score -5366400 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -5366552.500000 Penalty: 3495.064453
	Iteration 17Q: 3 clusters Score -5366552 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -5366717.500000 Penalty: 3495.064453
	Iteration 18Q: 3 clusters Score -5366718 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -5366819.000000 Penalty: 3495.064453
	Iteration 19Q: 3 clusters Score -5366819 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -5366963.000000 Penalty: 3495.064453
	Iteration 20F: 3 clusters Score -5366963 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -5367076.500000 Penalty: 3495.064453
	Iteration 21Q: 3 clusters Score -5367076 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -5367154.500000 Penalty: 3495.064453
	Iteration 22Q: 3 clusters Score -5367154 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -5367253.000000 Penalty: 3495.064453
	Iteration 23Q: 3 clusters Score -5367253 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -5367354.500000 Penalty: 3495.064453
	Iteration 24Q: 3 clusters Score -5367354 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -5367479.000000 Penalty: 3495.064453
	Iteration 25Q: 3 clusters Score -5367479 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -5367613.000000 Penalty: 3495.064453
	Iteration 26Q: 3 clusters Score -5367613 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -5367713.000000 Penalty: 3495.064453
	Iteration 27Q: 3 clusters Score -5367713 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -5367798.000000 Penalty: 3495.064453
	Iteration 28Q: 3 clusters Score -5367798 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -5367856.500000 Penalty: 3495.064453
	Iteration 29Q: 3 clusters Score -5367856 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -5367921.500000 Penalty: 3495.064453
	Iteration 30Q: 3 clusters Score -5367922 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -5367983.500000 Penalty: 3495.064453
	Iteration 31Q: 3 clusters Score -5367984 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -5368065.500000 Penalty: 3495.064453
	Iteration 32Q: 3 clusters Score -5368066 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -5368147.500000 Penalty: 3495.064453
	Iteration 33Q: 3 clusters Score -5368148 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -5368210.000000 Penalty: 3495.064453
	Iteration 34Q: 3 clusters Score -5368210 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -5368260.500000 Penalty: 3495.064453
	Iteration 35Q: 3 clusters Score -5368260 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -5368288.500000 Penalty: 3495.064453
	Iteration 36Q: 3 clusters Score -5368288 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -5368336.000000 Penalty: 3495.064453
	Iteration 37Q: 3 clusters Score -5368336 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -5368354.000000 Penalty: 3495.064453
	Iteration 38Q: 3 clusters Score -5368354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -5368377.500000 Penalty: 3495.064453
	Iteration 39Q: 3 clusters Score -5368378 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -5368401.000000 Penalty: 3495.064453
	Iteration 40F: 3 clusters Score -5368401 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -5368422.500000 Penalty: 3495.064453
	Iteration 41Q: 3 clusters Score -5368422 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -5368434.000000 Penalty: 3495.064453
	Iteration 42Q: 3 clusters Score -5368434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -5368434.000000 Penalty: 3495.064453
	Iteration 43Q: 3 clusters Score -5368434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -5368457.500000 Penalty: 3495.064453
	Iteration 44Q: 3 clusters Score -5368458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -5368467.500000 Penalty: 3495.064453
	Iteration 45Q: 3 clusters Score -5368468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -5368466.000000 Penalty: 3495.064453
	Iteration 46Q: 3 clusters Score -5368466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -5368472.000000 Penalty: 3495.064453
	Iteration 47Q: 3 clusters Score -5368472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -5368485.500000 Penalty: 3495.064453
	Iteration 48Q: 3 clusters Score -5368486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -5368490.000000 Penalty: 3495.064453
	Iteration 49Q: 3 clusters Score -5368490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -5368493.000000 Penalty: 3495.064453
	Iteration 50Q: 3 clusters Score -5368493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -5368494.500000 Penalty: 3495.064453
	Iteration 51Q: 3 clusters Score -5368494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -5368508.500000 Penalty: 3495.064453
	Iteration 52Q: 3 clusters Score -5368508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -5368500.000000 Penalty: 3495.064453
	Iteration 53Q: 3 clusters Score -5368500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -5368504.500000 Penalty: 3495.064453
	Iteration 54Q: 3 clusters Score -5368504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -5368506.500000 Penalty: 3495.064453
	Iteration 55Q: 3 clusters Score -5368506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -5368506.000000 Penalty: 3495.064453
	Iteration 56Q: 3 clusters Score -5368506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -5368506.500000 Penalty: 3495.064453
	Iteration 57Q: 3 clusters Score -5368506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -5368506.500000 Penalty: 3495.064453
	Iteration 58Q: 3 clusters Score -5368506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -5368500.000000 Penalty: 3495.064453
	Iteration 59Q: 3 clusters Score -5368500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -5368498.500000 Penalty: 3495.064453
	Iteration 60F: 3 clusters Score -5368498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -5368512.000000 Penalty: 3495.064453
	Iteration 61Q: 3 clusters Score -5368512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -5368511.500000 Penalty: 3495.064453
	Iteration 62Q: 3 clusters Score -5368512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -5368513.000000 Penalty: 3495.064453
	Iteration 63Q: 3 clusters Score -5368513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -5368516.000000 Penalty: 3495.064453
	Iteration 64Q: 3 clusters Score -5368516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -5368521.000000 Penalty: 3495.064453
	Iteration 65Q: 3 clusters Score -5368521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -5368516.000000 Penalty: 3495.064453
	Iteration 66Q: 3 clusters Score -5368516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -5368523.000000 Penalty: 3495.064453
	Iteration 67Q: 3 clusters Score -5368523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -5368528.000000 Penalty: 3495.064453
	Iteration 68Q: 3 clusters Score -5368528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -5368518.500000 Penalty: 3495.064453
	Iteration 69Q: 3 clusters Score -5368518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -5368518.000000 Penalty: 3495.064453
	Iteration 70Q: 3 clusters Score -5368518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -5368517.500000 Penalty: 3495.064453
	Iteration 71Q: 3 clusters Score -5368518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -5368523.000000 Penalty: 3495.064453
	Iteration 72Q: 3 clusters Score -5368523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -5368525.500000 Penalty: 3495.064453
	Iteration 73Q: 3 clusters Score -5368526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -5368522.000000 Penalty: 3495.064453
	Iteration 74Q: 3 clusters Score -5368522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -5368520.000000 Penalty: 3495.064453
	Iteration 75Q: 3 clusters Score -5368520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -5368517.000000 Penalty: 3495.064453
	Iteration 76Q: 3 clusters Score -5368517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -5368523.000000 Penalty: 3495.064453
	Iteration 77Q: 3 clusters Score -5368523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -5368521.500000 Penalty: 3495.064453
	Iteration 78Q: 3 clusters Score -5368522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -5368521.500000 Penalty: 3495.064453
	Iteration 79F: 3 clusters Score -5368522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Entering Unmasked Estep 
Score: -459620.781250 Penalty: 1346.190918
	Iteration 0F: 2 clusters Score -459620.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -456286.968750 Penalty: 2692.381836
	Iteration 0F: 3 clusters Score -456287 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -457237.718750 Penalty: 2692.381836
	Iteration 1F: 3 clusters Score -457237.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -457494.843750 Penalty: 2692.381836
	Iteration 2F: 3 clusters Score -457494.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -457674.000000 Penalty: 2692.381836
	Iteration 3F: 3 clusters Score -457674 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -457825.468750 Penalty: 2692.381836
	Iteration 4F: 3 clusters Score -457825.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -457951.000000 Penalty: 2692.381836
	Iteration 5Q: 3 clusters Score -457951 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -458051.625000 Penalty: 2692.381836
	Iteration 6Q: 3 clusters Score -458051.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -458162.968750 Penalty: 2692.381836
	Iteration 7Q: 3 clusters Score -458163 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -458270.156250 Penalty: 2692.381836
	Iteration 8Q: 3 clusters Score -458270.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -458349.750000 Penalty: 2692.381836
	Iteration 9Q: 3 clusters Score -458349.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -458396.343750 Penalty: 2692.381836
	Iteration 10Q: 3 clusters Score -458396.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -458435.468750 Penalty: 2692.381836
	Iteration 11Q: 3 clusters Score -458435.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -458472.593750 Penalty: 2692.381836
	Iteration 12Q: 3 clusters Score -458472.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -458498.093750 Penalty: 2692.381836
	Iteration 13Q: 3 clusters Score -458498.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -458526.031250 Penalty: 2692.381836
	Iteration 14Q: 3 clusters Score -458526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -458546.875000 Penalty: 2692.381836
	Iteration 15Q: 3 clusters Score -458546.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -458564.125000 Penalty: 2692.381836
	Iteration 16Q: 3 clusters Score -458564.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -458577.781250 Penalty: 2692.381836
	Iteration 17Q: 3 clusters Score -458577.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -458595.687500 Penalty: 2692.381836
	Iteration 18Q: 3 clusters Score -458595.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -458610.968750 Penalty: 2692.381836
	Iteration 19Q: 3 clusters Score -458611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -458616.218750 Penalty: 2692.381836
	Iteration 20F: 3 clusters Score -458616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -458620.875000 Penalty: 2692.381836
	Iteration 21Q: 3 clusters Score -458620.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -458622.812500 Penalty: 2692.381836
	Iteration 22Q: 3 clusters Score -458622.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -458627.781250 Penalty: 2692.381836
	Iteration 23Q: 3 clusters Score -458627.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -458631.468750 Penalty: 2692.381836
	Iteration 24Q: 3 clusters Score -458631.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -458634.406250 Penalty: 2692.381836
	Iteration 25Q: 3 clusters Score -458634.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -458635.812500 Penalty: 2692.381836
	Iteration 26Q: 3 clusters Score -458635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -458640.375000 Penalty: 2692.381836
	Iteration 27Q: 3 clusters Score -458640.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -458642.343750 Penalty: 2692.381836
	Iteration 28Q: 3 clusters Score -458642.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -458643.375000 Penalty: 2692.381836
	Iteration 29Q: 3 clusters Score -458643.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -458643.718750 Penalty: 2692.381836
	Iteration 30Q: 3 clusters Score -458643.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -458644.468750 Penalty: 2692.381836
	Iteration 31Q: 3 clusters Score -458644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -458644.468750 Penalty: 2692.381836
	Iteration 32F: 3 clusters Score -458644.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -195322.203125 Penalty: 1215.935791
	Iteration 0F: 2 clusters Score -195322.2 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 913 members 
Entering Unmasked Estep 
Score: -193362.625000 Penalty: 2431.871582
	Iteration 0F: 3 clusters Score -193362.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -193720.609375 Penalty: 2431.871582
	Iteration 1F: 3 clusters Score -193720.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -193818.343750 Penalty: 2431.871582
	Iteration 2F: 3 clusters Score -193818.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -193892.937500 Penalty: 2431.871582
	Iteration 3Q: 3 clusters Score -193892.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -193959.718750 Penalty: 2431.871582
	Iteration 4Q: 3 clusters Score -193959.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -194009.390625 Penalty: 2431.871582
	Iteration 5Q: 3 clusters Score -194009.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -194054.609375 Penalty: 2431.871582
	Iteration 6Q: 3 clusters Score -194054.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -194099.812500 Penalty: 2431.871582
	Iteration 7Q: 3 clusters Score -194099.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -194154.296875 Penalty: 2431.871582
	Iteration 8Q: 3 clusters Score -194154.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -194206.671875 Penalty: 2431.871582
	Iteration 9Q: 3 clusters Score -194206.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -194244.109375 Penalty: 2431.871582
	Iteration 10Q: 3 clusters Score -194244.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -194291.171875 Penalty: 2431.871582
	Iteration 11Q: 3 clusters Score -194291.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -194330.984375 Penalty: 2431.871582
	Iteration 12Q: 3 clusters Score -194331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -194353.078125 Penalty: 2431.871582
	Iteration 13Q: 3 clusters Score -194353.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -194372.750000 Penalty: 2431.871582
	Iteration 14Q: 3 clusters Score -194372.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -194391.937500 Penalty: 2431.871582
	Iteration 15Q: 3 clusters Score -194391.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -194408.656250 Penalty: 2431.871582
	Iteration 16Q: 3 clusters Score -194408.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -194422.671875 Penalty: 2431.871582
	Iteration 17Q: 3 clusters Score -194422.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -194436.265625 Penalty: 2431.871582
	Iteration 18Q: 3 clusters Score -194436.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -194443.765625 Penalty: 2431.871582
	Iteration 19Q: 3 clusters Score -194443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -194445.296875 Penalty: 2431.871582
	Iteration 20F: 3 clusters Score -194445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -194446.187500 Penalty: 2431.871582
	Iteration 21Q: 3 clusters Score -194446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -194447.015625 Penalty: 2431.871582
	Iteration 22Q: 3 clusters Score -194447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -194447.937500 Penalty: 2431.871582
	Iteration 23Q: 3 clusters Score -194447.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -194450.328125 Penalty: 2431.871582
	Iteration 24Q: 3 clusters Score -194450.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -194451.296875 Penalty: 2431.871582
	Iteration 25Q: 3 clusters Score -194451.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -194451.406250 Penalty: 2431.871582
	Iteration 26Q: 3 clusters Score -194451.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -194451.406250 Penalty: 2431.871582
	Iteration 27F: 3 clusters Score -194451.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -18416.783203 Penalty: 864.989136
	Iteration 0F: 2 clusters Score -18416.78 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 102 members 
Entering Unmasked Estep 
Score: -17780.580078 Penalty: 1729.978271
	Iteration 0F: 3 clusters Score -17780.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17914.785156 Penalty: 1729.978271
	Iteration 1F: 3 clusters Score -17914.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17949.189453 Penalty: 1729.978271
	Iteration 2F: 3 clusters Score -17949.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17952.351562 Penalty: 1729.978271
	Iteration 3Q: 3 clusters Score -17952.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17952.351562 Penalty: 1729.978271
	Iteration 4F: 3 clusters Score -17952.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (88325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88325 members 
Entering Unmasked Estep 
Score: -10302089.000000 Penalty: 1850.676514
	Iteration 0F: 2 clusters Score -1.030209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -10244263.000000 Penalty: 3701.353027
	Iteration 0F: 3 clusters Score -1.024426e+07 nChanged 42104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -10268379.000000 Penalty: 3701.353027
	Iteration 1F: 3 clusters Score -1.026838e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -10268946.000000 Penalty: 3701.353027
	Iteration 2Q: 3 clusters Score -1.026895e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -10269431.000000 Penalty: 3701.353027
	Iteration 3Q: 3 clusters Score -1.026943e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -10270121.000000 Penalty: 3701.353027
	Iteration 4Q: 3 clusters Score -1.027012e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -10271355.000000 Penalty: 3701.353027
	Iteration 5Q: 3 clusters Score -1.027136e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -10273796.000000 Penalty: 3701.353027
	Iteration 6F: 3 clusters Score -1.02738e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -10278316.000000 Penalty: 3701.353027
	Iteration 7F: 3 clusters Score -1.027832e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -10285477.000000 Penalty: 3701.353027
	Iteration 8F: 3 clusters Score -1.028548e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80300 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -10293076.000000 Penalty: 3701.353027
	Iteration 9F: 3 clusters Score -1.029308e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -10297976.000000 Penalty: 3701.353027
	Iteration 10F: 3 clusters Score -1.029798e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87564 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10299748.000000 Penalty: 3701.353027
	Iteration 11Q: 3 clusters Score -1.029975e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10300183.000000 Penalty: 3701.353027
	Iteration 12Q: 3 clusters Score -1.030018e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88173 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10300313.000000 Penalty: 3701.353027
	Iteration 13Q: 3 clusters Score -1.030031e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10300398.000000 Penalty: 3701.353027
	Iteration 14Q: 3 clusters Score -1.03004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10300434.000000 Penalty: 3701.353027
	Iteration 15Q: 3 clusters Score -1.030043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88223 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10300455.000000 Penalty: 3701.353027
	Iteration 16Q: 3 clusters Score -1.030046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88221 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10300459.000000 Penalty: 3701.353027
	Iteration 17Q: 3 clusters Score -1.030046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88223 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10300465.000000 Penalty: 3701.353027
	Iteration 18Q: 3 clusters Score -1.030046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88224 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10300468.000000 Penalty: 3701.353027
	Iteration 19Q: 3 clusters Score -1.030047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88222 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10300475.000000 Penalty: 3701.353027
	Iteration 20F: 3 clusters Score -1.030048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88221 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10300480.000000 Penalty: 3701.353027
	Iteration 21Q: 3 clusters Score -1.030048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88221 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10300480.000000 Penalty: 3701.353027
	Iteration 22F: 3 clusters Score -1.030048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (87798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87798 members 
Entering Unmasked Estep 
Score: -10141972.000000 Penalty: 1849.704102
	Iteration 0F: 2 clusters Score -1.014197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -10084268.000000 Penalty: 3699.408203
	Iteration 0F: 3 clusters Score -1.008427e+07 nChanged 41780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -10107963.000000 Penalty: 3699.408203
	Iteration 1F: 3 clusters Score -1.010796e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -10108749.000000 Penalty: 3699.408203
	Iteration 2Q: 3 clusters Score -1.010875e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -10109804.000000 Penalty: 3699.408203
	Iteration 3Q: 3 clusters Score -1.01098e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -10111703.000000 Penalty: 3699.408203
	Iteration 4Q: 3 clusters Score -1.01117e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -10115335.000000 Penalty: 3699.408203
	Iteration 5F: 3 clusters Score -1.011534e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -10121176.000000 Penalty: 3699.408203
	Iteration 6F: 3 clusters Score -1.012118e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75314 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -10128693.000000 Penalty: 3699.408203
	Iteration 7F: 3 clusters Score -1.012869e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81951 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -10135233.000000 Penalty: 3699.408203
	Iteration 8F: 3 clusters Score -1.013523e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -10138704.000000 Penalty: 3699.408203
	Iteration 9Q: 3 clusters Score -1.01387e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10139780.000000 Penalty: 3699.408203
	Iteration 10Q: 3 clusters Score -1.013978e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10140173.000000 Penalty: 3699.408203
	Iteration 11Q: 3 clusters Score -1.014017e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10140266.000000 Penalty: 3699.408203
	Iteration 12Q: 3 clusters Score -1.014027e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87538 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10140338.000000 Penalty: 3699.408203
	Iteration 13Q: 3 clusters Score -1.014034e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87554 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10140375.000000 Penalty: 3699.408203
	Iteration 14Q: 3 clusters Score -1.014038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87570 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10140407.000000 Penalty: 3699.408203
	Iteration 15Q: 3 clusters Score -1.014041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87571 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10140439.000000 Penalty: 3699.408203
	Iteration 16Q: 3 clusters Score -1.014044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87567 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10140448.000000 Penalty: 3699.408203
	Iteration 17Q: 3 clusters Score -1.014045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87568 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10140457.000000 Penalty: 3699.408203
	Iteration 18Q: 3 clusters Score -1.014046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10140458.000000 Penalty: 3699.408203
	Iteration 19Q: 3 clusters Score -1.014046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87565 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10140466.000000 Penalty: 3699.408203
	Iteration 20F: 3 clusters Score -1.014047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87561 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10140472.000000 Penalty: 3699.408203
	Iteration 21Q: 3 clusters Score -1.014047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87561 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10140473.000000 Penalty: 3699.408203
	Iteration 22Q: 3 clusters Score -1.014047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10140478.000000 Penalty: 3699.408203
	Iteration 23Q: 3 clusters Score -1.014048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87558 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10140479.000000 Penalty: 3699.408203
	Iteration 24Q: 3 clusters Score -1.014048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87559 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10140486.000000 Penalty: 3699.408203
	Iteration 25Q: 3 clusters Score -1.014049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87563 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10140494.000000 Penalty: 3699.408203
	Iteration 26Q: 3 clusters Score -1.014049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87564 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10140497.000000 Penalty: 3699.408203
	Iteration 27Q: 3 clusters Score -1.01405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87568 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10140501.000000 Penalty: 3699.408203
	Iteration 28Q: 3 clusters Score -1.01405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87568 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10140508.000000 Penalty: 3699.408203
	Iteration 29Q: 3 clusters Score -1.014051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87569 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10140504.000000 Penalty: 3699.408203
	Iteration 30Q: 3 clusters Score -1.01405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87569 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10140504.000000 Penalty: 3699.408203
	Iteration 31F: 3 clusters Score -1.01405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Entering Unmasked Estep 
Score: -4354941.000000 Penalty: 1719.038818
	Iteration 0F: 2 clusters Score -4354941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -4328786.000000 Penalty: 3438.077637
	Iteration 0F: 3 clusters Score -4328786 nChanged 18230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -4338778.000000 Penalty: 3438.077637
	Iteration 1F: 3 clusters Score -4338778 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4339098.500000 Penalty: 3438.077637
	Iteration 2Q: 3 clusters Score -4339098 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -4339462.000000 Penalty: 3438.077637
	Iteration 3Q: 3 clusters Score -4339462 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -4339858.000000 Penalty: 3438.077637
	Iteration 4Q: 3 clusters Score -4339858 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -4340376.000000 Penalty: 3438.077637
	Iteration 5Q: 3 clusters Score -4340376 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -4341124.000000 Penalty: 3438.077637
	Iteration 6Q: 3 clusters Score -4341124 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -4342218.000000 Penalty: 3438.077637
	Iteration 7F: 3 clusters Score -4342218 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -4343801.500000 Penalty: 3438.077637
	Iteration 8F: 3 clusters Score -4343802 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -4345982.000000 Penalty: 3438.077637
	Iteration 9F: 3 clusters Score -4345982 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4348405.000000 Penalty: 3438.077637
	Iteration 10F: 3 clusters Score -4348405 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4350537.500000 Penalty: 3438.077637
	Iteration 11F: 3 clusters Score -4350538 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4351944.000000 Penalty: 3438.077637
	Iteration 12Q: 3 clusters Score -4351944 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -4352697.000000 Penalty: 3438.077637
	Iteration 13Q: 3 clusters Score -4352697 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -4353065.000000 Penalty: 3438.077637
	Iteration 14Q: 3 clusters Score -4353065 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -4353283.500000 Penalty: 3438.077637
	Iteration 15Q: 3 clusters Score -4353284 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -4353404.000000 Penalty: 3438.077637
	Iteration 16Q: 3 clusters Score -4353404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -4353469.000000 Penalty: 3438.077637
	Iteration 17Q: 3 clusters Score -4353469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -4353516.500000 Penalty: 3438.077637
	Iteration 18Q: 3 clusters Score -4353516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -4353544.000000 Penalty: 3438.077637
	Iteration 19Q: 3 clusters Score -4353544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -4353562.000000 Penalty: 3438.077637
	Iteration 20F: 3 clusters Score -4353562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -4353577.000000 Penalty: 3438.077637
	Iteration 21Q: 3 clusters Score -4353577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -4353588.000000 Penalty: 3438.077637
	Iteration 22Q: 3 clusters Score -4353588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -4353594.000000 Penalty: 3438.077637
	Iteration 23Q: 3 clusters Score -4353594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -4353596.500000 Penalty: 3438.077637
	Iteration 24Q: 3 clusters Score -4353596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -4353597.500000 Penalty: 3438.077637
	Iteration 25Q: 3 clusters Score -4353598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -4353601.500000 Penalty: 3438.077637
	Iteration 26Q: 3 clusters Score -4353602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -4353601.500000 Penalty: 3438.077637
	Iteration 27F: 3 clusters Score -4353602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Entering Unmasked Estep 
Score: -1300523.750000 Penalty: 1516.368042
	Iteration 0F: 2 clusters Score -1300524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1292611.875000 Penalty: 3032.736084
	Iteration 0F: 3 clusters Score -1292612 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1295244.500000 Penalty: 3032.736084
	Iteration 1F: 3 clusters Score -1295244 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1295499.625000 Penalty: 3032.736084
	Iteration 2F: 3 clusters Score -1295500 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1295732.625000 Penalty: 3032.736084
	Iteration 3Q: 3 clusters Score -1295733 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1296012.375000 Penalty: 3032.736084
	Iteration 4Q: 3 clusters Score -1296012 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1296383.125000 Penalty: 3032.736084
	Iteration 5Q: 3 clusters Score -1296383 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1296822.000000 Penalty: 3032.736084
	Iteration 6Q: 3 clusters Score -1296822 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1297280.000000 Penalty: 3032.736084
	Iteration 7Q: 3 clusters Score -1297280 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1297667.750000 Penalty: 3032.736084
	Iteration 8Q: 3 clusters Score -1297668 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1297996.375000 Penalty: 3032.736084
	Iteration 9Q: 3 clusters Score -1297996 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1298273.875000 Penalty: 3032.736084
	Iteration 10Q: 3 clusters Score -1298274 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1298486.625000 Penalty: 3032.736084
	Iteration 11Q: 3 clusters Score -1298487 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1298656.000000 Penalty: 3032.736084
	Iteration 12Q: 3 clusters Score -1298656 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1298780.625000 Penalty: 3032.736084
	Iteration 13Q: 3 clusters Score -1298781 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1298861.500000 Penalty: 3032.736084
	Iteration 14Q: 3 clusters Score -1298862 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1298916.750000 Penalty: 3032.736084
	Iteration 15Q: 3 clusters Score -1298917 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1298959.375000 Penalty: 3032.736084
	Iteration 16Q: 3 clusters Score -1298959 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1298990.375000 Penalty: 3032.736084
	Iteration 17Q: 3 clusters Score -1298990 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1299008.500000 Penalty: 3032.736084
	Iteration 18Q: 3 clusters Score -1299008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1299022.500000 Penalty: 3032.736084
	Iteration 19Q: 3 clusters Score -1299022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1299037.875000 Penalty: 3032.736084
	Iteration 20F: 3 clusters Score -1299038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1299062.000000 Penalty: 3032.736084
	Iteration 21Q: 3 clusters Score -1299062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1299081.125000 Penalty: 3032.736084
	Iteration 22Q: 3 clusters Score -1299081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1299095.000000 Penalty: 3032.736084
	Iteration 23Q: 3 clusters Score -1299095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1299115.875000 Penalty: 3032.736084
	Iteration 24Q: 3 clusters Score -1299116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1299131.625000 Penalty: 3032.736084
	Iteration 25Q: 3 clusters Score -1299132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1299143.250000 Penalty: 3032.736084
	Iteration 26Q: 3 clusters Score -1299143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1299151.625000 Penalty: 3032.736084
	Iteration 27Q: 3 clusters Score -1299152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1299156.500000 Penalty: 3032.736084
	Iteration 28Q: 3 clusters Score -1299156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1299160.875000 Penalty: 3032.736084
	Iteration 29Q: 3 clusters Score -1299161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1299166.625000 Penalty: 3032.736084
	Iteration 30Q: 3 clusters Score -1299167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1299174.125000 Penalty: 3032.736084
	Iteration 31Q: 3 clusters Score -1299174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1299173.625000 Penalty: 3032.736084
	Iteration 32Q: 3 clusters Score -1299174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1299177.625000 Penalty: 3032.736084
	Iteration 33Q: 3 clusters Score -1299178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1299181.125000 Penalty: 3032.736084
	Iteration 34Q: 3 clusters Score -1299181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1299189.875000 Penalty: 3032.736084
	Iteration 35Q: 3 clusters Score -1299190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1299192.000000 Penalty: 3032.736084
	Iteration 36Q: 3 clusters Score -1299192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1299192.625000 Penalty: 3032.736084
	Iteration 37Q: 3 clusters Score -1299193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1299195.000000 Penalty: 3032.736084
	Iteration 38Q: 3 clusters Score -1299195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1299195.250000 Penalty: 3032.736084
	Iteration 39Q: 3 clusters Score -1299195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1299195.500000 Penalty: 3032.736084
	Iteration 40F: 3 clusters Score -1299196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1299196.250000 Penalty: 3032.736084
	Iteration 41Q: 3 clusters Score -1299196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1299198.500000 Penalty: 3032.736084
	Iteration 42Q: 3 clusters Score -1299198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1299198.125000 Penalty: 3032.736084
	Iteration 43Q: 3 clusters Score -1299198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1299198.125000 Penalty: 3032.736084
	Iteration 44F: 3 clusters Score -1299198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (84659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84659 members 
Entering Unmasked Estep 
Score: -9868978.000000 Penalty: 1843.787842
	Iteration 0F: 2 clusters Score -9868978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -9812853.000000 Penalty: 3687.575684
	Iteration 0F: 3 clusters Score -9812853 nChanged 40454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -9836133.000000 Penalty: 3687.575684
	Iteration 1F: 3 clusters Score -9836133 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -9836733.000000 Penalty: 3687.575684
	Iteration 2Q: 3 clusters Score -9836733 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -9837381.000000 Penalty: 3687.575684
	Iteration 3Q: 3 clusters Score -9837381 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -9838327.000000 Penalty: 3687.575684
	Iteration 4Q: 3 clusters Score -9838327 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -9839653.000000 Penalty: 3687.575684
	Iteration 5Q: 3 clusters Score -9839653 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -9842066.000000 Penalty: 3687.575684
	Iteration 6F: 3 clusters Score -9842066 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -9846019.000000 Penalty: 3687.575684
	Iteration 7F: 3 clusters Score -9846019 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -9851854.000000 Penalty: 3687.575684
	Iteration 8F: 3 clusters Score -9851854 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 74918 members 
Entering Unmasked Estep 
Score: -9858217.000000 Penalty: 3687.575684
	Iteration 9F: 3 clusters Score -9858217 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -9863319.000000 Penalty: 3687.575684
	Iteration 10F: 3 clusters Score -9863319 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 83048 members 
Entering Unmasked Estep 
Score: -9865781.000000 Penalty: 3687.575684
	Iteration 11Q: 3 clusters Score -9865781 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -9866799.000000 Penalty: 3687.575684
	Iteration 12Q: 3 clusters Score -9866799 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -9867120.000000 Penalty: 3687.575684
	Iteration 13Q: 3 clusters Score -9867120 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 84542 members 
Entering Unmasked Estep 
Score: -9867243.000000 Penalty: 3687.575684
	Iteration 14Q: 3 clusters Score -9867243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -9867292.000000 Penalty: 3687.575684
	Iteration 15Q: 3 clusters Score -9867292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 84555 members 
Entering Unmasked Estep 
Score: -9867318.000000 Penalty: 3687.575684
	Iteration 16Q: 3 clusters Score -9867318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 84554 members 
Entering Unmasked Estep 
Score: -9867327.000000 Penalty: 3687.575684
	Iteration 17Q: 3 clusters Score -9867327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 84553 members 
Entering Unmasked Estep 
Score: -9867346.000000 Penalty: 3687.575684
	Iteration 18Q: 3 clusters Score -9867346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -9867349.000000 Penalty: 3687.575684
	Iteration 19Q: 3 clusters Score -9867349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -9867349.000000 Penalty: 3687.575684
	Iteration 20F: 3 clusters Score -9867349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -9867365.000000 Penalty: 3687.575684
	Iteration 21Q: 3 clusters Score -9867365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -9867373.000000 Penalty: 3687.575684
	Iteration 22Q: 3 clusters Score -9867373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -9867368.000000 Penalty: 3687.575684
	Iteration 23Q: 3 clusters Score -9867368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -9867368.000000 Penalty: 3687.575684
	Iteration 24F: 3 clusters Score -9867368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Entering Unmasked Estep 
Score: -386097.312500 Penalty: 1321.326050
	Iteration 0F: 2 clusters Score -386097.3 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 1716 members 
Entering Unmasked Estep 
Score: -383136.406250 Penalty: 2642.652100
	Iteration 0F: 3 clusters Score -383136.4 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -383845.937500 Penalty: 2642.652100
	Iteration 1F: 3 clusters Score -383845.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -383992.312500 Penalty: 2642.652100
	Iteration 2F: 3 clusters Score -383992.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -384084.062500 Penalty: 2642.652100
	Iteration 3F: 3 clusters Score -384084.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -384133.093750 Penalty: 2642.652100
	Iteration 4Q: 3 clusters Score -384133.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -384173.687500 Penalty: 2642.652100
	Iteration 5Q: 3 clusters Score -384173.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -384205.562500 Penalty: 2642.652100
	Iteration 6Q: 3 clusters Score -384205.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -384218.468750 Penalty: 2642.652100
	Iteration 7Q: 3 clusters Score -384218.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -384233.156250 Penalty: 2642.652100
	Iteration 8Q: 3 clusters Score -384233.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -384249.406250 Penalty: 2642.652100
	Iteration 9Q: 3 clusters Score -384249.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -384263.906250 Penalty: 2642.652100
	Iteration 10Q: 3 clusters Score -384263.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -384279.625000 Penalty: 2642.652100
	Iteration 11Q: 3 clusters Score -384279.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -384300.687500 Penalty: 2642.652100
	Iteration 12Q: 3 clusters Score -384300.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -384325.625000 Penalty: 2642.652100
	Iteration 13Q: 3 clusters Score -384325.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -384344.843750 Penalty: 2642.652100
	Iteration 14Q: 3 clusters Score -384344.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -384367.500000 Penalty: 2642.652100
	Iteration 15Q: 3 clusters Score -384367.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -384390.625000 Penalty: 2642.652100
	Iteration 16Q: 3 clusters Score -384390.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -384418.562500 Penalty: 2642.652100
	Iteration 17Q: 3 clusters Score -384418.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -384448.375000 Penalty: 2642.652100
	Iteration 18Q: 3 clusters Score -384448.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -384477.968750 Penalty: 2642.652100
	Iteration 19Q: 3 clusters Score -384478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -384513.218750 Penalty: 2642.652100
	Iteration 20F: 3 clusters Score -384513.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -384560.968750 Penalty: 2642.652100
	Iteration 21Q: 3 clusters Score -384561 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -384609.656250 Penalty: 2642.652100
	Iteration 22Q: 3 clusters Score -384609.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -384663.093750 Penalty: 2642.652100
	Iteration 23Q: 3 clusters Score -384663.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -384713.500000 Penalty: 2642.652100
	Iteration 24Q: 3 clusters Score -384713.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -384758.906250 Penalty: 2642.652100
	Iteration 25Q: 3 clusters Score -384758.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -384790.375000 Penalty: 2642.652100
	Iteration 26Q: 3 clusters Score -384790.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -384817.312500 Penalty: 2642.652100
	Iteration 27Q: 3 clusters Score -384817.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -384839.718750 Penalty: 2642.652100
	Iteration 28Q: 3 clusters Score -384839.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -384860.250000 Penalty: 2642.652100
	Iteration 29Q: 3 clusters Score -384860.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -384879.656250 Penalty: 2642.652100
	Iteration 30Q: 3 clusters Score -384879.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -384898.843750 Penalty: 2642.652100
	Iteration 31Q: 3 clusters Score -384898.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -384909.875000 Penalty: 2642.652100
	Iteration 32Q: 3 clusters Score -384909.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -384921.406250 Penalty: 2642.652100
	Iteration 33Q: 3 clusters Score -384921.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -384933.437500 Penalty: 2642.652100
	Iteration 34Q: 3 clusters Score -384933.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -384943.812500 Penalty: 2642.652100
	Iteration 35Q: 3 clusters Score -384943.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -384951.937500 Penalty: 2642.652100
	Iteration 36Q: 3 clusters Score -384951.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -384955.000000 Penalty: 2642.652100
	Iteration 37Q: 3 clusters Score -384955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -384957.781250 Penalty: 2642.652100
	Iteration 38Q: 3 clusters Score -384957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -384958.937500 Penalty: 2642.652100
	Iteration 39Q: 3 clusters Score -384958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -384960.187500 Penalty: 2642.652100
	Iteration 40F: 3 clusters Score -384960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -384960.937500 Penalty: 2642.652100
	Iteration 41Q: 3 clusters Score -384960.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -384962.312500 Penalty: 2642.652100
	Iteration 42Q: 3 clusters Score -384962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -384963.406250 Penalty: 2642.652100
	Iteration 43Q: 3 clusters Score -384963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -384964.375000 Penalty: 2642.652100
	Iteration 44Q: 3 clusters Score -384964.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -384964.375000 Penalty: 2642.652100
	Iteration 45F: 3 clusters Score -384964.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -101711.101562 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -101711.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -100298.117188 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -100298.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -100566.781250 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -100566.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -100639.945312 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -100639.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -100660.156250 Penalty: 2237.458252
	Iteration 3Q: 3 clusters Score -100660.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -100683.414062 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -100683.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -100709.164062 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -100709.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -100725.000000 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -100725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -100736.546875 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -100736.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -100743.898438 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -100743.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -100753.156250 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -100753.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -100763.023438 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -100763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -100768.757812 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -100768.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -100772.437500 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -100772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -100773.445312 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -100773.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -100774.210938 Penalty: 2237.458252
	Iteration 14Q: 3 clusters Score -100774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -100775.312500 Penalty: 2237.458252
	Iteration 15Q: 3 clusters Score -100775.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -100775.507812 Penalty: 2237.458252
	Iteration 16Q: 3 clusters Score -100775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -100775.914062 Penalty: 2237.458252
	Iteration 17Q: 3 clusters Score -100775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -100775.914062 Penalty: 2237.458252
	Iteration 18F: 3 clusters Score -100775.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (72291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72291 members 
Entering Unmasked Estep 
Score: -8382882.000000 Penalty: 1818.123901
	Iteration 0F: 2 clusters Score -8382882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -8334778.000000 Penalty: 3636.247803
	Iteration 0F: 3 clusters Score -8334778 nChanged 34426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -8354354.000000 Penalty: 3636.247803
	Iteration 1F: 3 clusters Score -8354354 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -8355072.000000 Penalty: 3636.247803
	Iteration 2Q: 3 clusters Score -8355072 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -8356384.000000 Penalty: 3636.247803
	Iteration 3Q: 3 clusters Score -8356384 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -8358832.500000 Penalty: 3636.247803
	Iteration 4F: 3 clusters Score -8358832 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -8363346.000000 Penalty: 3636.247803
	Iteration 5F: 3 clusters Score -8363346 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -8370077.500000 Penalty: 3636.247803
	Iteration 6F: 3 clusters Score -8370078 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -8376519.000000 Penalty: 3636.247803
	Iteration 7F: 3 clusters Score -8376519 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -8379858.000000 Penalty: 3636.247803
	Iteration 8Q: 3 clusters Score -8379858 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -8380846.500000 Penalty: 3636.247803
	Iteration 9Q: 3 clusters Score -8380846 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -8381098.000000 Penalty: 3636.247803
	Iteration 10Q: 3 clusters Score -8381098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -8381182.500000 Penalty: 3636.247803
	Iteration 11Q: 3 clusters Score -8381182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 72191 members 
Entering Unmasked Estep 
Score: -8381214.500000 Penalty: 3636.247803
	Iteration 12Q: 3 clusters Score -8381214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -8381220.000000 Penalty: 3636.247803
	Iteration 13Q: 3 clusters Score -8381220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -8381222.500000 Penalty: 3636.247803
	Iteration 14Q: 3 clusters Score -8381222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -8381230.000000 Penalty: 3636.247803
	Iteration 15Q: 3 clusters Score -8381230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -8381242.500000 Penalty: 3636.247803
	Iteration 16Q: 3 clusters Score -8381242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 72191 members 
Entering Unmasked Estep 
Score: -8381243.000000 Penalty: 3636.247803
	Iteration 17Q: 3 clusters Score -8381243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -8381248.500000 Penalty: 3636.247803
	Iteration 18Q: 3 clusters Score -8381248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -8381250.500000 Penalty: 3636.247803
	Iteration 19Q: 3 clusters Score -8381250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -8381254.500000 Penalty: 3636.247803
	Iteration 20F: 3 clusters Score -8381254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Entering Unmasked Estep 
Score: -1605684.750000 Penalty: 1548.452637
	Iteration 0F: 2 clusters Score -1605685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1596121.875000 Penalty: 3096.905273
	Iteration 0F: 3 clusters Score -1596122 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1599405.375000 Penalty: 3096.905273
	Iteration 1F: 3 clusters Score -1599405 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1599729.125000 Penalty: 3096.905273
	Iteration 2F: 3 clusters Score -1599729 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1600009.750000 Penalty: 3096.905273
	Iteration 3F: 3 clusters Score -1600010 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1600268.000000 Penalty: 3096.905273
	Iteration 4Q: 3 clusters Score -1600268 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1600489.875000 Penalty: 3096.905273
	Iteration 5Q: 3 clusters Score -1600490 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1600727.125000 Penalty: 3096.905273
	Iteration 6Q: 3 clusters Score -1600727 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1601000.625000 Penalty: 3096.905273
	Iteration 7Q: 3 clusters Score -1601001 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1601317.750000 Penalty: 3096.905273
	Iteration 8Q: 3 clusters Score -1601318 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1601656.000000 Penalty: 3096.905273
	Iteration 9Q: 3 clusters Score -1601656 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1602049.375000 Penalty: 3096.905273
	Iteration 10Q: 3 clusters Score -1602049 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1602527.125000 Penalty: 3096.905273
	Iteration 11Q: 3 clusters Score -1602527 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1602935.125000 Penalty: 3096.905273
	Iteration 12Q: 3 clusters Score -1602935 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1603254.000000 Penalty: 3096.905273
	Iteration 13Q: 3 clusters Score -1603254 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1603469.375000 Penalty: 3096.905273
	Iteration 14Q: 3 clusters Score -1603469 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1603638.375000 Penalty: 3096.905273
	Iteration 15Q: 3 clusters Score -1603638 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1603766.250000 Penalty: 3096.905273
	Iteration 16Q: 3 clusters Score -1603766 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1603889.500000 Penalty: 3096.905273
	Iteration 17Q: 3 clusters Score -1603890 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1604015.000000 Penalty: 3096.905273
	Iteration 18Q: 3 clusters Score -1604015 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1604108.625000 Penalty: 3096.905273
	Iteration 19Q: 3 clusters Score -1604109 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1604183.750000 Penalty: 3096.905273
	Iteration 20F: 3 clusters Score -1604184 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1604258.250000 Penalty: 3096.905273
	Iteration 21Q: 3 clusters Score -1604258 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1604324.750000 Penalty: 3096.905273
	Iteration 22Q: 3 clusters Score -1604325 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1604358.875000 Penalty: 3096.905273
	Iteration 23Q: 3 clusters Score -1604359 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1604389.375000 Penalty: 3096.905273
	Iteration 24Q: 3 clusters Score -1604389 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1604402.750000 Penalty: 3096.905273
	Iteration 25Q: 3 clusters Score -1604403 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1604411.125000 Penalty: 3096.905273
	Iteration 26Q: 3 clusters Score -1604411 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1604421.000000 Penalty: 3096.905273
	Iteration 27Q: 3 clusters Score -1604421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1604424.250000 Penalty: 3096.905273
	Iteration 28Q: 3 clusters Score -1604424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1604423.000000 Penalty: 3096.905273
	Iteration 29Q: 3 clusters Score -1604423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1604426.250000 Penalty: 3096.905273
	Iteration 30Q: 3 clusters Score -1604426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1604429.125000 Penalty: 3096.905273
	Iteration 31Q: 3 clusters Score -1604429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1604432.375000 Penalty: 3096.905273
	Iteration 32Q: 3 clusters Score -1604432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1604438.250000 Penalty: 3096.905273
	Iteration 33Q: 3 clusters Score -1604438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1604436.250000 Penalty: 3096.905273
	Iteration 34Q: 3 clusters Score -1604436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1604435.125000 Penalty: 3096.905273
	Iteration 35Q: 3 clusters Score -1604435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1604434.000000 Penalty: 3096.905273
	Iteration 36Q: 3 clusters Score -1604434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1604435.375000 Penalty: 3096.905273
	Iteration 37Q: 3 clusters Score -1604435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1604436.500000 Penalty: 3096.905273
	Iteration 38Q: 3 clusters Score -1604436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1604442.375000 Penalty: 3096.905273
	Iteration 39Q: 3 clusters Score -1604442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1604442.250000 Penalty: 3096.905273
	Iteration 40F: 3 clusters Score -1604442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1604440.625000 Penalty: 3096.905273
	Iteration 41Q: 3 clusters Score -1604441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1604446.000000 Penalty: 3096.905273
	Iteration 42Q: 3 clusters Score -1604446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1604444.375000 Penalty: 3096.905273
	Iteration 43Q: 3 clusters Score -1604444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1604444.375000 Penalty: 3096.905273
	Iteration 44F: 3 clusters Score -1604444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Entering Unmasked Estep 
Score: -2888344.500000 Penalty: 1643.365601
	Iteration 0F: 2 clusters Score -2888344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2871618.750000 Penalty: 3286.731201
	Iteration 0F: 3 clusters Score -2871619 nChanged 11303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2877839.500000 Penalty: 3286.731201
	Iteration 1F: 3 clusters Score -2877840 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2878170.500000 Penalty: 3286.731201
	Iteration 2Q: 3 clusters Score -2878170 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2878587.750000 Penalty: 3286.731201
	Iteration 3Q: 3 clusters Score -2878588 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2879133.250000 Penalty: 3286.731201
	Iteration 4Q: 3 clusters Score -2879133 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2879889.000000 Penalty: 3286.731201
	Iteration 5F: 3 clusters Score -2879889 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2881032.500000 Penalty: 3286.731201
	Iteration 6F: 3 clusters Score -2881032 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2882557.500000 Penalty: 3286.731201
	Iteration 7F: 3 clusters Score -2882558 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2884277.750000 Penalty: 3286.731201
	Iteration 8F: 3 clusters Score -2884278 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -2885631.000000 Penalty: 3286.731201
	Iteration 9F: 3 clusters Score -2885631 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2886332.250000 Penalty: 3286.731201
	Iteration 10Q: 3 clusters Score -2886332 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2886643.500000 Penalty: 3286.731201
	Iteration 11Q: 3 clusters Score -2886644 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -2886740.500000 Penalty: 3286.731201
	Iteration 12Q: 3 clusters Score -2886740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -2886795.000000 Penalty: 3286.731201
	Iteration 13Q: 3 clusters Score -2886795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -2886826.750000 Penalty: 3286.731201
	Iteration 14Q: 3 clusters Score -2886827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -2886849.500000 Penalty: 3286.731201
	Iteration 15Q: 3 clusters Score -2886850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -2886858.750000 Penalty: 3286.731201
	Iteration 16Q: 3 clusters Score -2886859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2886879.250000 Penalty: 3286.731201
	Iteration 17Q: 3 clusters Score -2886879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -2886894.500000 Penalty: 3286.731201
	Iteration 18Q: 3 clusters Score -2886894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -2886900.750000 Penalty: 3286.731201
	Iteration 19Q: 3 clusters Score -2886901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -2886905.000000 Penalty: 3286.731201
	Iteration 20F: 3 clusters Score -2886905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -2886908.000000 Penalty: 3286.731201
	Iteration 21Q: 3 clusters Score -2886908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -2886908.500000 Penalty: 3286.731201
	Iteration 22Q: 3 clusters Score -2886908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -2886908.500000 Penalty: 3286.731201
	Iteration 23F: 3 clusters Score -2886908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 14293 members 
Mstep: Class 3 contains 14910 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 140682 members 
Mstep: Class 6 contains 152060 members 
Mstep: Class 7 contains 16290 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 55961 members 
Mstep: Class 10 contains 3733 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 46819 members 
Mstep: Class 15 contains 3961 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 88325 members 
Mstep: Class 19 contains 87798 members 
Mstep: Class 20 contains 39289 members 
Mstep: Class 21 contains 11288 members 
Mstep: Class 22 contains 84659 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72291 members 
Mstep: Class 26 contains 13752 members 
Mstep: Class 27 contains 24662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108864.000000 Penalty: 60205.453125
Iteration 279Q: 28 clusters Score -1.021089e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 14292 members 
Mstep: Class 3 contains 14903 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 140657 members 
Mstep: Class 6 contains 152035 members 
Mstep: Class 7 contains 16296 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 56303 members 
Mstep: Class 10 contains 3730 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 10456 members 
Mstep: Class 13 contains 3765 members 
Mstep: Class 14 contains 46820 members 
Mstep: Class 15 contains 3960 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 88392 members 
Mstep: Class 19 contains 87806 members 
Mstep: Class 20 contains 39294 members 
Mstep: Class 21 contains 11281 members 
Mstep: Class 22 contains 84370 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72314 members 
Mstep: Class 26 contains 13749 members 
Mstep: Class 27 contains 24530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109008.000000 Penalty: 60205.453125
Iteration 280F: 28 clusters Score -1.02109e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 14291 members 
Mstep: Class 3 contains 14902 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 140613 members 
Mstep: Class 6 contains 152038 members 
Mstep: Class 7 contains 16302 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 56651 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 10456 members 
Mstep: Class 13 contains 3788 members 
Mstep: Class 14 contains 46825 members 
Mstep: Class 15 contains 3961 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 88492 members 
Mstep: Class 19 contains 87817 members 
Mstep: Class 20 contains 39295 members 
Mstep: Class 21 contains 11275 members 
Mstep: Class 22 contains 84031 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72316 members 
Mstep: Class 26 contains 13750 members 
Mstep: Class 27 contains 24413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109224.000000 Penalty: 60205.453125
Iteration 281Q: 28 clusters Score -1.021092e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 14292 members 
Mstep: Class 3 contains 14906 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 140586 members 
Mstep: Class 6 contains 152035 members 
Mstep: Class 7 contains 16309 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 57014 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 10454 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 46828 members 
Mstep: Class 15 contains 3961 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 88575 members 
Mstep: Class 19 contains 87824 members 
Mstep: Class 20 contains 39292 members 
Mstep: Class 21 contains 11265 members 
Mstep: Class 22 contains 83691 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72329 members 
Mstep: Class 26 contains 13748 members 
Mstep: Class 27 contains 24295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109088.000000 Penalty: 60205.453125
Iteration 282Q: 28 clusters Score -1.021091e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 14291 members 
Mstep: Class 3 contains 14903 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 140556 members 
Mstep: Class 6 contains 152015 members 
Mstep: Class 7 contains 16321 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 57357 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 10456 members 
Mstep: Class 13 contains 3835 members 
Mstep: Class 14 contains 46828 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 88677 members 
Mstep: Class 19 contains 87825 members 
Mstep: Class 20 contains 39294 members 
Mstep: Class 21 contains 11253 members 
Mstep: Class 22 contains 83328 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72351 members 
Mstep: Class 26 contains 13744 members 
Mstep: Class 27 contains 24208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108960.000000 Penalty: 60205.453125
Iteration 283Q: 28 clusters Score -1.02109e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 14294 members 
Mstep: Class 3 contains 14900 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 140533 members 
Mstep: Class 6 contains 152024 members 
Mstep: Class 7 contains 16331 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 57777 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 10454 members 
Mstep: Class 13 contains 3851 members 
Mstep: Class 14 contains 46823 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 88757 members 
Mstep: Class 19 contains 87816 members 
Mstep: Class 20 contains 39296 members 
Mstep: Class 21 contains 11241 members 
Mstep: Class 22 contains 82902 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72367 members 
Mstep: Class 26 contains 13736 members 
Mstep: Class 27 contains 24139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108856.000000 Penalty: 60205.453125
Iteration 284Q: 28 clusters Score -1.021089e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 14295 members 
Mstep: Class 3 contains 14895 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 140510 members 
Mstep: Class 6 contains 152030 members 
Mstep: Class 7 contains 16337 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 58165 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 10450 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 46821 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1778 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 88833 members 
Mstep: Class 19 contains 87814 members 
Mstep: Class 20 contains 39300 members 
Mstep: Class 21 contains 11228 members 
Mstep: Class 22 contains 82504 members 
Mstep: Class 23 contains 3400 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 72388 members 
Mstep: Class 26 contains 13718 members 
Mstep: Class 27 contains 24080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108792.000000 Penalty: 60205.453125
Iteration 285Q: 28 clusters Score -1.021088e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 14295 members 
Mstep: Class 3 contains 14889 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 140469 members 
Mstep: Class 6 contains 152045 members 
Mstep: Class 7 contains 16343 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 58514 members 
Mstep: Class 10 contains 3728 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 10451 members 
Mstep: Class 13 contains 3877 members 
Mstep: Class 14 contains 46817 members 
Mstep: Class 15 contains 3974 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 88909 members 
Mstep: Class 19 contains 87820 members 
Mstep: Class 20 contains 39309 members 
Mstep: Class 21 contains 11219 members 
Mstep: Class 22 contains 82132 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72414 members 
Mstep: Class 26 contains 13706 members 
Mstep: Class 27 contains 24020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108592.000000 Penalty: 60205.453125
Iteration 286Q: 28 clusters Score -1.021086e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 14295 members 
Mstep: Class 3 contains 14885 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 140432 members 
Mstep: Class 6 contains 152054 members 
Mstep: Class 7 contains 16357 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 58879 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 10450 members 
Mstep: Class 13 contains 3883 members 
Mstep: Class 14 contains 46806 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 88984 members 
Mstep: Class 19 contains 87825 members 
Mstep: Class 20 contains 39318 members 
Mstep: Class 21 contains 11212 members 
Mstep: Class 22 contains 81770 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72428 members 
Mstep: Class 26 contains 13694 members 
Mstep: Class 27 contains 23950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108680.000000 Penalty: 60205.453125
Iteration 287Q: 28 clusters Score -1.021087e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 140398 members 
Mstep: Class 6 contains 152061 members 
Mstep: Class 7 contains 16370 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 59281 members 
Mstep: Class 10 contains 3728 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 10454 members 
Mstep: Class 13 contains 3888 members 
Mstep: Class 14 contains 46804 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 89031 members 
Mstep: Class 19 contains 87829 members 
Mstep: Class 20 contains 39322 members 
Mstep: Class 21 contains 11211 members 
Mstep: Class 22 contains 81396 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72428 members 
Mstep: Class 26 contains 13697 members 
Mstep: Class 27 contains 23869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108808.000000 Penalty: 60205.453125
Iteration 288Q: 28 clusters Score -1.021088e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 14298 members 
Mstep: Class 3 contains 14882 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 140380 members 
Mstep: Class 6 contains 152054 members 
Mstep: Class 7 contains 16382 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 59682 members 
Mstep: Class 10 contains 3728 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 10455 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 46804 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 89091 members 
Mstep: Class 19 contains 87828 members 
Mstep: Class 20 contains 39328 members 
Mstep: Class 21 contains 11210 members 
Mstep: Class 22 contains 80999 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72435 members 
Mstep: Class 26 contains 13693 members 
Mstep: Class 27 contains 23799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109056.000000 Penalty: 60205.453125
Iteration 289Q: 28 clusters Score -1.021091e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 14885 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 140365 members 
Mstep: Class 6 contains 152050 members 
Mstep: Class 7 contains 16398 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 60043 members 
Mstep: Class 10 contains 3728 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 10455 members 
Mstep: Class 13 contains 3902 members 
Mstep: Class 14 contains 46799 members 
Mstep: Class 15 contains 3985 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 89154 members 
Mstep: Class 19 contains 87826 members 
Mstep: Class 20 contains 39329 members 
Mstep: Class 21 contains 11207 members 
Mstep: Class 22 contains 80635 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72439 members 
Mstep: Class 26 contains 13685 members 
Mstep: Class 27 contains 23735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109088.000000 Penalty: 60205.453125
Iteration 290Q: 28 clusters Score -1.021091e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 14302 members 
Mstep: Class 3 contains 14891 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140343 members 
Mstep: Class 6 contains 152072 members 
Mstep: Class 7 contains 16409 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 60423 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 13 contains 3902 members 
Mstep: Class 14 contains 46797 members 
Mstep: Class 15 contains 3989 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 89194 members 
Mstep: Class 19 contains 87814 members 
Mstep: Class 20 contains 39333 members 
Mstep: Class 21 contains 11211 members 
Mstep: Class 22 contains 80280 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72431 members 
Mstep: Class 26 contains 13683 members 
Mstep: Class 27 contains 23664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109280.000000 Penalty: 60205.453125
Iteration 291Q: 28 clusters Score -1.021093e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 14302 members 
Mstep: Class 3 contains 14893 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140304 members 
Mstep: Class 6 contains 152106 members 
Mstep: Class 7 contains 16428 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 60809 members 
Mstep: Class 10 contains 3728 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 10448 members 
Mstep: Class 13 contains 3899 members 
Mstep: Class 14 contains 46797 members 
Mstep: Class 15 contains 3988 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 89251 members 
Mstep: Class 19 contains 87808 members 
Mstep: Class 20 contains 39334 members 
Mstep: Class 21 contains 11209 members 
Mstep: Class 22 contains 79942 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72423 members 
Mstep: Class 26 contains 13671 members 
Mstep: Class 27 contains 23577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109264.000000 Penalty: 60205.453125
Iteration 292Q: 28 clusters Score -1.021093e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 14304 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140274 members 
Mstep: Class 6 contains 152125 members 
Mstep: Class 7 contains 16445 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 61194 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 10450 members 
Mstep: Class 13 contains 3899 members 
Mstep: Class 14 contains 46793 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 89292 members 
Mstep: Class 19 contains 87800 members 
Mstep: Class 20 contains 39335 members 
Mstep: Class 21 contains 11205 members 
Mstep: Class 22 contains 79647 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72413 members 
Mstep: Class 26 contains 13667 members 
Mstep: Class 27 contains 23460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109232.000000 Penalty: 60205.453125
Iteration 293Q: 28 clusters Score -1.021092e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 14304 members 
Mstep: Class 3 contains 14895 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140238 members 
Mstep: Class 6 contains 152142 members 
Mstep: Class 7 contains 16456 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 61538 members 
Mstep: Class 10 contains 3730 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 10449 members 
Mstep: Class 13 contains 3903 members 
Mstep: Class 14 contains 46792 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 89328 members 
Mstep: Class 19 contains 87801 members 
Mstep: Class 20 contains 39341 members 
Mstep: Class 21 contains 11196 members 
Mstep: Class 22 contains 79376 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72410 members 
Mstep: Class 26 contains 13658 members 
Mstep: Class 27 contains 23359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109336.000000 Penalty: 60205.453125
Iteration 294Q: 28 clusters Score -1.021093e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 14305 members 
Mstep: Class 3 contains 14885 members 
Mstep: Class 4 contains 578 members 
Mstep: Class 5 contains 140213 members 
Mstep: Class 6 contains 152154 members 
Mstep: Class 7 contains 16463 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 61870 members 
Mstep: Class 10 contains 3730 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 13 contains 3909 members 
Mstep: Class 14 contains 46783 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 89353 members 
Mstep: Class 19 contains 87802 members 
Mstep: Class 20 contains 39342 members 
Mstep: Class 21 contains 11199 members 
Mstep: Class 22 contains 79132 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 72402 members 
Mstep: Class 26 contains 13655 members 
Mstep: Class 27 contains 23258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109384.000000 Penalty: 60205.453125
Iteration 295Q: 28 clusters Score -1.021094e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 14306 members 
Mstep: Class 3 contains 14891 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140196 members 
Mstep: Class 6 contains 152156 members 
Mstep: Class 7 contains 16477 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 62146 members 
Mstep: Class 10 contains 3732 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 10453 members 
Mstep: Class 13 contains 3916 members 
Mstep: Class 14 contains 46779 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 89410 members 
Mstep: Class 19 contains 87800 members 
Mstep: Class 20 contains 39342 members 
Mstep: Class 21 contains 11193 members 
Mstep: Class 22 contains 78905 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 72390 members 
Mstep: Class 26 contains 13646 members 
Mstep: Class 27 contains 23163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109088.000000 Penalty: 60205.453125
Iteration 296Q: 28 clusters Score -1.021091e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 14305 members 
Mstep: Class 3 contains 14887 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140199 members 
Mstep: Class 6 contains 152126 members 
Mstep: Class 7 contains 16491 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 62453 members 
Mstep: Class 10 contains 3733 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 13 contains 3927 members 
Mstep: Class 14 contains 46785 members 
Mstep: Class 15 contains 3991 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 89450 members 
Mstep: Class 19 contains 87807 members 
Mstep: Class 20 contains 39342 members 
Mstep: Class 21 contains 11192 members 
Mstep: Class 22 contains 78650 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 72381 members 
Mstep: Class 26 contains 13637 members 
Mstep: Class 27 contains 23076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109272.000000 Penalty: 60205.453125
Iteration 297Q: 28 clusters Score -1.021093e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 14307 members 
Mstep: Class 3 contains 14886 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140184 members 
Mstep: Class 6 contains 152103 members 
Mstep: Class 7 contains 16502 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 62751 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 10453 members 
Mstep: Class 13 contains 3946 members 
Mstep: Class 14 contains 46789 members 
Mstep: Class 15 contains 3993 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 89480 members 
Mstep: Class 19 contains 87809 members 
Mstep: Class 20 contains 39341 members 
Mstep: Class 21 contains 11183 members 
Mstep: Class 22 contains 78430 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 72372 members 
Mstep: Class 26 contains 13626 members 
Mstep: Class 27 contains 22991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109248.000000 Penalty: 60205.453125
Iteration 298Q: 28 clusters Score -1.021092e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140167 members 
Mstep: Class 6 contains 152089 members 
Mstep: Class 7 contains 16516 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 63054 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 10456 members 
Mstep: Class 13 contains 3968 members 
Mstep: Class 14 contains 46785 members 
Mstep: Class 15 contains 3992 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 89506 members 
Mstep: Class 19 contains 87805 members 
Mstep: Class 20 contains 39343 members 
Mstep: Class 21 contains 11174 members 
Mstep: Class 22 contains 78204 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72356 members 
Mstep: Class 26 contains 13630 members 
Mstep: Class 27 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109192.000000 Penalty: 60205.453125
Iteration 299Q: 28 clusters Score -1.021092e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 14310 members 
Mstep: Class 3 contains 14880 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140161 members 
Mstep: Class 6 contains 152065 members 
Mstep: Class 7 contains 16528 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 63341 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 10457 members 
Mstep: Class 13 contains 3987 members 
Mstep: Class 14 contains 46784 members 
Mstep: Class 15 contains 3992 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 89532 members 
Mstep: Class 19 contains 87798 members 
Mstep: Class 20 contains 39346 members 
Mstep: Class 21 contains 11168 members 
Mstep: Class 22 contains 77972 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72340 members 
Mstep: Class 26 contains 13627 members 
Mstep: Class 27 contains 22847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109144.000000 Penalty: 60205.453125
Iteration 300F: 28 clusters Score -1.021091e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 14312 members 
Mstep: Class 3 contains 14886 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140152 members 
Mstep: Class 6 contains 152035 members 
Mstep: Class 7 contains 16543 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 63620 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 10457 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 46783 members 
Mstep: Class 15 contains 3994 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 89546 members 
Mstep: Class 19 contains 87796 members 
Mstep: Class 20 contains 39352 members 
Mstep: Class 21 contains 11164 members 
Mstep: Class 22 contains 77738 members 
Mstep: Class 23 contains 3398 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72336 members 
Mstep: Class 26 contains 13613 members 
Mstep: Class 27 contains 22797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109240.000000 Penalty: 60205.453125
Iteration 301Q: 28 clusters Score -1.021092e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 14312 members 
Mstep: Class 3 contains 14897 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140145 members 
Mstep: Class 6 contains 152035 members 
Mstep: Class 7 contains 16548 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 63903 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 10458 members 
Mstep: Class 13 contains 4015 members 
Mstep: Class 14 contains 46785 members 
Mstep: Class 15 contains 3993 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89544 members 
Mstep: Class 19 contains 87782 members 
Mstep: Class 20 contains 39354 members 
Mstep: Class 21 contains 11159 members 
Mstep: Class 22 contains 77512 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 72323 members 
Mstep: Class 26 contains 13606 members 
Mstep: Class 27 contains 22754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109016.000000 Penalty: 60205.453125
Iteration 302Q: 28 clusters Score -1.02109e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 14310 members 
Mstep: Class 3 contains 14899 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140128 members 
Mstep: Class 6 contains 152046 members 
Mstep: Class 7 contains 16562 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 64203 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 10460 members 
Mstep: Class 13 contains 4029 members 
Mstep: Class 14 contains 46784 members 
Mstep: Class 15 contains 3990 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89554 members 
Mstep: Class 19 contains 87762 members 
Mstep: Class 20 contains 39354 members 
Mstep: Class 21 contains 11154 members 
Mstep: Class 22 contains 77282 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72309 members 
Mstep: Class 26 contains 13589 members 
Mstep: Class 27 contains 22710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109024.000000 Penalty: 60205.453125
Iteration 303Q: 28 clusters Score -1.02109e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 14312 members 
Mstep: Class 3 contains 14901 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140115 members 
Mstep: Class 6 contains 152035 members 
Mstep: Class 7 contains 16574 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 64485 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 10461 members 
Mstep: Class 13 contains 4046 members 
Mstep: Class 14 contains 46784 members 
Mstep: Class 15 contains 3989 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89585 members 
Mstep: Class 19 contains 87749 members 
Mstep: Class 20 contains 39352 members 
Mstep: Class 21 contains 11150 members 
Mstep: Class 22 contains 77037 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72295 members 
Mstep: Class 26 contains 13587 members 
Mstep: Class 27 contains 22665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102108944.000000 Penalty: 60205.453125
Iteration 304Q: 28 clusters Score -1.021089e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 14312 members 
Mstep: Class 3 contains 14897 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140113 members 
Mstep: Class 6 contains 152002 members 
Mstep: Class 7 contains 16585 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 64749 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 10466 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 46790 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89614 members 
Mstep: Class 19 contains 87746 members 
Mstep: Class 20 contains 39353 members 
Mstep: Class 21 contains 11143 members 
Mstep: Class 22 contains 76807 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72284 members 
Mstep: Class 26 contains 13575 members 
Mstep: Class 27 contains 22634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109056.000000 Penalty: 60205.453125
Iteration 305Q: 28 clusters Score -1.021091e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 14314 members 
Mstep: Class 3 contains 14900 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140100 members 
Mstep: Class 6 contains 151987 members 
Mstep: Class 7 contains 16594 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 65029 members 
Mstep: Class 10 contains 3745 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 10467 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 46791 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89625 members 
Mstep: Class 19 contains 87741 members 
Mstep: Class 20 contains 39357 members 
Mstep: Class 21 contains 11135 members 
Mstep: Class 22 contains 76582 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72267 members 
Mstep: Class 26 contains 13557 members 
Mstep: Class 27 contains 22604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109248.000000 Penalty: 60205.453125
Iteration 306Q: 28 clusters Score -1.021092e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 14316 members 
Mstep: Class 3 contains 14899 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140095 members 
Mstep: Class 6 contains 151974 members 
Mstep: Class 7 contains 16605 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 65301 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 10467 members 
Mstep: Class 13 contains 4094 members 
Mstep: Class 14 contains 46789 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89639 members 
Mstep: Class 19 contains 87741 members 
Mstep: Class 20 contains 39360 members 
Mstep: Class 21 contains 11128 members 
Mstep: Class 22 contains 76358 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72257 members 
Mstep: Class 26 contains 13549 members 
Mstep: Class 27 contains 22564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109208.000000 Penalty: 60205.453125
Iteration 307Q: 28 clusters Score -1.021092e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 14314 members 
Mstep: Class 3 contains 14898 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140093 members 
Mstep: Class 6 contains 151962 members 
Mstep: Class 7 contains 16619 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 65558 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 10466 members 
Mstep: Class 13 contains 4099 members 
Mstep: Class 14 contains 46788 members 
Mstep: Class 15 contains 3985 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89652 members 
Mstep: Class 19 contains 87741 members 
Mstep: Class 20 contains 39360 members 
Mstep: Class 21 contains 11122 members 
Mstep: Class 22 contains 76145 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72243 members 
Mstep: Class 26 contains 13540 members 
Mstep: Class 27 contains 22535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109152.000000 Penalty: 60205.453125
Iteration 308Q: 28 clusters Score -1.021092e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 14309 members 
Mstep: Class 3 contains 14903 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140093 members 
Mstep: Class 6 contains 151963 members 
Mstep: Class 7 contains 16628 members 
Mstep: Class 8 contains 4381 members 
Mstep: Class 9 contains 65844 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 10467 members 
Mstep: Class 13 contains 4106 members 
Mstep: Class 14 contains 46782 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89652 members 
Mstep: Class 19 contains 87736 members 
Mstep: Class 20 contains 39354 members 
Mstep: Class 21 contains 11117 members 
Mstep: Class 22 contains 75927 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72211 members 
Mstep: Class 26 contains 13539 members 
Mstep: Class 27 contains 22499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109392.000000 Penalty: 60205.453125
Iteration 309Q: 28 clusters Score -1.021094e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 14303 members 
Mstep: Class 3 contains 14904 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140093 members 
Mstep: Class 6 contains 151953 members 
Mstep: Class 7 contains 16641 members 
Mstep: Class 8 contains 4382 members 
Mstep: Class 9 contains 66139 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 10469 members 
Mstep: Class 13 contains 4121 members 
Mstep: Class 14 contains 46777 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89662 members 
Mstep: Class 19 contains 87727 members 
Mstep: Class 20 contains 39353 members 
Mstep: Class 21 contains 11117 members 
Mstep: Class 22 contains 75698 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72165 members 
Mstep: Class 26 contains 13530 members 
Mstep: Class 27 contains 22479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109296.000000 Penalty: 60205.453125
Iteration 310Q: 28 clusters Score -1.021093e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 14298 members 
Mstep: Class 3 contains 14904 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140079 members 
Mstep: Class 6 contains 151947 members 
Mstep: Class 7 contains 16654 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 66412 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 10467 members 
Mstep: Class 13 contains 4145 members 
Mstep: Class 14 contains 46772 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89681 members 
Mstep: Class 19 contains 87717 members 
Mstep: Class 20 contains 39352 members 
Mstep: Class 21 contains 11113 members 
Mstep: Class 22 contains 75460 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72128 members 
Mstep: Class 26 contains 13529 members 
Mstep: Class 27 contains 22470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109360.000000 Penalty: 60205.453125
Iteration 311Q: 28 clusters Score -1.021094e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 14297 members 
Mstep: Class 3 contains 14901 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140065 members 
Mstep: Class 6 contains 151926 members 
Mstep: Class 7 contains 16664 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 66666 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 10470 members 
Mstep: Class 13 contains 4173 members 
Mstep: Class 14 contains 46771 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89712 members 
Mstep: Class 19 contains 87715 members 
Mstep: Class 20 contains 39351 members 
Mstep: Class 21 contains 11115 members 
Mstep: Class 22 contains 75238 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72086 members 
Mstep: Class 26 contains 13522 members 
Mstep: Class 27 contains 22457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109416.000000 Penalty: 60205.453125
Iteration 312Q: 28 clusters Score -1.021094e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 14291 members 
Mstep: Class 3 contains 14902 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140040 members 
Mstep: Class 6 contains 151923 members 
Mstep: Class 7 contains 16678 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 66921 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 10474 members 
Mstep: Class 13 contains 4196 members 
Mstep: Class 14 contains 46767 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89731 members 
Mstep: Class 19 contains 87707 members 
Mstep: Class 20 contains 39350 members 
Mstep: Class 21 contains 11118 members 
Mstep: Class 22 contains 75003 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 72041 members 
Mstep: Class 26 contains 13528 members 
Mstep: Class 27 contains 22458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109480.000000 Penalty: 60205.453125
Iteration 313Q: 28 clusters Score -1.021095e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 14289 members 
Mstep: Class 3 contains 14907 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 140013 members 
Mstep: Class 6 contains 151918 members 
Mstep: Class 7 contains 16691 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 67110 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 10481 members 
Mstep: Class 13 contains 4212 members 
Mstep: Class 14 contains 46766 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89749 members 
Mstep: Class 19 contains 87702 members 
Mstep: Class 20 contains 39352 members 
Mstep: Class 21 contains 11122 members 
Mstep: Class 22 contains 74828 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 71999 members 
Mstep: Class 26 contains 13523 members 
Mstep: Class 27 contains 22464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109576.000000 Penalty: 60205.453125
Iteration 314Q: 28 clusters Score -1.021096e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 14282 members 
Mstep: Class 3 contains 14906 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 139985 members 
Mstep: Class 6 contains 151923 members 
Mstep: Class 7 contains 16702 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 67307 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 10483 members 
Mstep: Class 13 contains 4228 members 
Mstep: Class 14 contains 46763 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89745 members 
Mstep: Class 19 contains 87705 members 
Mstep: Class 20 contains 39351 members 
Mstep: Class 21 contains 11122 members 
Mstep: Class 22 contains 74660 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 71967 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 22473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109512.000000 Penalty: 60205.453125
Iteration 315Q: 28 clusters Score -1.021095e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 14280 members 
Mstep: Class 3 contains 14902 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 139964 members 
Mstep: Class 6 contains 151931 members 
Mstep: Class 7 contains 16711 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 67530 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 10485 members 
Mstep: Class 13 contains 4245 members 
Mstep: Class 14 contains 46755 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89747 members 
Mstep: Class 19 contains 87699 members 
Mstep: Class 20 contains 39351 members 
Mstep: Class 21 contains 11122 members 
Mstep: Class 22 contains 74455 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 71933 members 
Mstep: Class 26 contains 13511 members 
Mstep: Class 27 contains 22494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109704.000000 Penalty: 60205.453125
Iteration 316Q: 28 clusters Score -1.021097e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 14277 members 
Mstep: Class 3 contains 14901 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 139947 members 
Mstep: Class 6 contains 151929 members 
Mstep: Class 7 contains 16720 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 67715 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 10487 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 14 contains 46752 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89782 members 
Mstep: Class 19 contains 87687 members 
Mstep: Class 20 contains 39349 members 
Mstep: Class 21 contains 11125 members 
Mstep: Class 22 contains 74265 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 71870 members 
Mstep: Class 26 contains 13504 members 
Mstep: Class 27 contains 22532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109736.000000 Penalty: 60205.453125
Iteration 317Q: 28 clusters Score -1.021097e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 14273 members 
Mstep: Class 3 contains 14896 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 139919 members 
Mstep: Class 6 contains 151927 members 
Mstep: Class 7 contains 16727 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 67895 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 10490 members 
Mstep: Class 13 contains 4296 members 
Mstep: Class 14 contains 46756 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89798 members 
Mstep: Class 19 contains 87678 members 
Mstep: Class 20 contains 39345 members 
Mstep: Class 21 contains 11131 members 
Mstep: Class 22 contains 74080 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 71823 members 
Mstep: Class 26 contains 13490 members 
Mstep: Class 27 contains 22584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109824.000000 Penalty: 60205.453125
Iteration 318Q: 28 clusters Score -1.021098e+08 nChanged 623
Entering ConstructFrom: 
Score: -102109824.000000 Penalty: 60205.453125
Entering ConstructFrom: 
Trying to split cluster 1 (12410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Entering Unmasked Estep 
Score: -1437192.625000 Penalty: 1531.766968
	Iteration 0F: 2 clusters Score -1437193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1428406.125000 Penalty: 3063.533936
	Iteration 0F: 3 clusters Score -1428406 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1431321.500000 Penalty: 3063.533936
	Iteration 1F: 3 clusters Score -1431322 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1431559.375000 Penalty: 3063.533936
	Iteration 2Q: 3 clusters Score -1431559 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1431793.875000 Penalty: 3063.533936
	Iteration 3Q: 3 clusters Score -1431794 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1431986.750000 Penalty: 3063.533936
	Iteration 4Q: 3 clusters Score -1431987 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1432190.125000 Penalty: 3063.533936
	Iteration 5Q: 3 clusters Score -1432190 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1432452.500000 Penalty: 3063.533936
	Iteration 6Q: 3 clusters Score -1432452 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1432794.375000 Penalty: 3063.533936
	Iteration 7Q: 3 clusters Score -1432794 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1433273.125000 Penalty: 3063.533936
	Iteration 8F: 3 clusters Score -1433273 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1433875.750000 Penalty: 3063.533936
	Iteration 9F: 3 clusters Score -1433876 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1434504.000000 Penalty: 3063.533936
	Iteration 10F: 3 clusters Score -1434504 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1435048.375000 Penalty: 3063.533936
	Iteration 11Q: 3 clusters Score -1435048 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1435415.000000 Penalty: 3063.533936
	Iteration 12Q: 3 clusters Score -1435415 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1435634.000000 Penalty: 3063.533936
	Iteration 13Q: 3 clusters Score -1435634 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1435760.875000 Penalty: 3063.533936
	Iteration 14Q: 3 clusters Score -1435761 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1435831.750000 Penalty: 3063.533936
	Iteration 15Q: 3 clusters Score -1435832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1435874.125000 Penalty: 3063.533936
	Iteration 16Q: 3 clusters Score -1435874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1435893.750000 Penalty: 3063.533936
	Iteration 17Q: 3 clusters Score -1435894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1435911.375000 Penalty: 3063.533936
	Iteration 18Q: 3 clusters Score -1435911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1435926.000000 Penalty: 3063.533936
	Iteration 19Q: 3 clusters Score -1435926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1435939.625000 Penalty: 3063.533936
	Iteration 20F: 3 clusters Score -1435940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1435950.000000 Penalty: 3063.533936
	Iteration 21Q: 3 clusters Score -1435950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1435961.000000 Penalty: 3063.533936
	Iteration 22Q: 3 clusters Score -1435961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1435965.125000 Penalty: 3063.533936
	Iteration 23Q: 3 clusters Score -1435965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1435967.375000 Penalty: 3063.533936
	Iteration 24Q: 3 clusters Score -1435967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1435973.750000 Penalty: 3063.533936
	Iteration 25Q: 3 clusters Score -1435974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1435978.000000 Penalty: 3063.533936
	Iteration 26Q: 3 clusters Score -1435978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1435979.875000 Penalty: 3063.533936
	Iteration 27Q: 3 clusters Score -1435980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1435980.750000 Penalty: 3063.533936
	Iteration 28Q: 3 clusters Score -1435981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1435980.750000 Penalty: 3063.533936
	Iteration 29F: 3 clusters Score -1435981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Entering Unmasked Estep 
Score: -1626840.125000 Penalty: 1554.495239
	Iteration 0F: 2 clusters Score -1626840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1616950.625000 Penalty: 3108.990479
	Iteration 0F: 3 clusters Score -1616951 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1620524.375000 Penalty: 3108.990479
	Iteration 1F: 3 clusters Score -1620524 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1620814.000000 Penalty: 3108.990479
	Iteration 2F: 3 clusters Score -1620814 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1621022.125000 Penalty: 3108.990479
	Iteration 3Q: 3 clusters Score -1621022 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1621200.375000 Penalty: 3108.990479
	Iteration 4Q: 3 clusters Score -1621200 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1621341.500000 Penalty: 3108.990479
	Iteration 5Q: 3 clusters Score -1621342 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1621471.875000 Penalty: 3108.990479
	Iteration 6Q: 3 clusters Score -1621472 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1621596.250000 Penalty: 3108.990479
	Iteration 7Q: 3 clusters Score -1621596 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1621733.500000 Penalty: 3108.990479
	Iteration 8Q: 3 clusters Score -1621734 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1621890.000000 Penalty: 3108.990479
	Iteration 9Q: 3 clusters Score -1621890 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1622084.250000 Penalty: 3108.990479
	Iteration 10Q: 3 clusters Score -1622084 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1622313.375000 Penalty: 3108.990479
	Iteration 11Q: 3 clusters Score -1622313 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1622534.625000 Penalty: 3108.990479
	Iteration 12Q: 3 clusters Score -1622535 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1622754.000000 Penalty: 3108.990479
	Iteration 13Q: 3 clusters Score -1622754 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1622965.750000 Penalty: 3108.990479
	Iteration 14Q: 3 clusters Score -1622966 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1623135.000000 Penalty: 3108.990479
	Iteration 15Q: 3 clusters Score -1623135 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1623292.625000 Penalty: 3108.990479
	Iteration 16Q: 3 clusters Score -1623293 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1623426.500000 Penalty: 3108.990479
	Iteration 17Q: 3 clusters Score -1623426 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1623525.250000 Penalty: 3108.990479
	Iteration 18Q: 3 clusters Score -1623525 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1623644.000000 Penalty: 3108.990479
	Iteration 19Q: 3 clusters Score -1623644 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1623788.750000 Penalty: 3108.990479
	Iteration 20F: 3 clusters Score -1623789 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1623909.750000 Penalty: 3108.990479
	Iteration 21Q: 3 clusters Score -1623910 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1624028.375000 Penalty: 3108.990479
	Iteration 22Q: 3 clusters Score -1624028 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1624140.625000 Penalty: 3108.990479
	Iteration 23Q: 3 clusters Score -1624141 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1624249.625000 Penalty: 3108.990479
	Iteration 24Q: 3 clusters Score -1624250 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1624366.250000 Penalty: 3108.990479
	Iteration 25Q: 3 clusters Score -1624366 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1624489.750000 Penalty: 3108.990479
	Iteration 26Q: 3 clusters Score -1624490 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1624624.125000 Penalty: 3108.990479
	Iteration 27Q: 3 clusters Score -1624624 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1624724.000000 Penalty: 3108.990479
	Iteration 28Q: 3 clusters Score -1624724 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1624851.875000 Penalty: 3108.990479
	Iteration 29Q: 3 clusters Score -1624852 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1624966.625000 Penalty: 3108.990479
	Iteration 30Q: 3 clusters Score -1624967 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1625061.250000 Penalty: 3108.990479
	Iteration 31Q: 3 clusters Score -1625061 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1625137.000000 Penalty: 3108.990479
	Iteration 32Q: 3 clusters Score -1625137 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1625227.250000 Penalty: 3108.990479
	Iteration 33Q: 3 clusters Score -1625227 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1625294.000000 Penalty: 3108.990479
	Iteration 34Q: 3 clusters Score -1625294 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1625357.875000 Penalty: 3108.990479
	Iteration 35Q: 3 clusters Score -1625358 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1625419.750000 Penalty: 3108.990479
	Iteration 36Q: 3 clusters Score -1625420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1625479.250000 Penalty: 3108.990479
	Iteration 37Q: 3 clusters Score -1625479 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1625525.875000 Penalty: 3108.990479
	Iteration 38Q: 3 clusters Score -1625526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1625557.250000 Penalty: 3108.990479
	Iteration 39Q: 3 clusters Score -1625557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1625589.500000 Penalty: 3108.990479
	Iteration 40F: 3 clusters Score -1625590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1625622.125000 Penalty: 3108.990479
	Iteration 41Q: 3 clusters Score -1625622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1625647.625000 Penalty: 3108.990479
	Iteration 42Q: 3 clusters Score -1625648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1625663.250000 Penalty: 3108.990479
	Iteration 43Q: 3 clusters Score -1625663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1625669.125000 Penalty: 3108.990479
	Iteration 44Q: 3 clusters Score -1625669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1625673.000000 Penalty: 3108.990479
	Iteration 45Q: 3 clusters Score -1625673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1625678.875000 Penalty: 3108.990479
	Iteration 46Q: 3 clusters Score -1625679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1625681.750000 Penalty: 3108.990479
	Iteration 47Q: 3 clusters Score -1625682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1625685.625000 Penalty: 3108.990479
	Iteration 48Q: 3 clusters Score -1625686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1625691.250000 Penalty: 3108.990479
	Iteration 49Q: 3 clusters Score -1625691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1625692.375000 Penalty: 3108.990479
	Iteration 50Q: 3 clusters Score -1625692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1625698.500000 Penalty: 3108.990479
	Iteration 51Q: 3 clusters Score -1625698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1625703.625000 Penalty: 3108.990479
	Iteration 52Q: 3 clusters Score -1625704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1625709.250000 Penalty: 3108.990479
	Iteration 53Q: 3 clusters Score -1625709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1625710.375000 Penalty: 3108.990479
	Iteration 54Q: 3 clusters Score -1625710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1625711.375000 Penalty: 3108.990479
	Iteration 55Q: 3 clusters Score -1625711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1625711.375000 Penalty: 3108.990479
	Iteration 56F: 3 clusters Score -1625711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Entering Unmasked Estep 
Score: -1653024.125000 Penalty: 1561.405029
	Iteration 0F: 2 clusters Score -1653024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1642746.250000 Penalty: 3122.810059
	Iteration 0F: 3 clusters Score -1642746 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1646272.250000 Penalty: 3122.810059
	Iteration 1F: 3 clusters Score -1646272 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1646646.125000 Penalty: 3122.810059
	Iteration 2F: 3 clusters Score -1646646 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1647064.125000 Penalty: 3122.810059
	Iteration 3F: 3 clusters Score -1647064 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1647608.500000 Penalty: 3122.810059
	Iteration 4F: 3 clusters Score -1647608 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1648351.625000 Penalty: 3122.810059
	Iteration 5F: 3 clusters Score -1648352 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1649316.875000 Penalty: 3122.810059
	Iteration 6F: 3 clusters Score -1649317 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1650275.375000 Penalty: 3122.810059
	Iteration 7F: 3 clusters Score -1650275 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1650962.375000 Penalty: 3122.810059
	Iteration 8Q: 3 clusters Score -1650962 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1651323.750000 Penalty: 3122.810059
	Iteration 9Q: 3 clusters Score -1651324 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1651462.250000 Penalty: 3122.810059
	Iteration 10Q: 3 clusters Score -1651462 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1651528.000000 Penalty: 3122.810059
	Iteration 11Q: 3 clusters Score -1651528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1651576.000000 Penalty: 3122.810059
	Iteration 12Q: 3 clusters Score -1651576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1651597.375000 Penalty: 3122.810059
	Iteration 13Q: 3 clusters Score -1651597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1651609.500000 Penalty: 3122.810059
	Iteration 14Q: 3 clusters Score -1651610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1651626.875000 Penalty: 3122.810059
	Iteration 15Q: 3 clusters Score -1651627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1651632.875000 Penalty: 3122.810059
	Iteration 16Q: 3 clusters Score -1651633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1651640.625000 Penalty: 3122.810059
	Iteration 17Q: 3 clusters Score -1651641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1651644.625000 Penalty: 3122.810059
	Iteration 18Q: 3 clusters Score -1651645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1651647.625000 Penalty: 3122.810059
	Iteration 19Q: 3 clusters Score -1651648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1651649.000000 Penalty: 3122.810059
	Iteration 20F: 3 clusters Score -1651649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1651649.000000 Penalty: 3122.810059
	Iteration 21Q: 3 clusters Score -1651649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1651649.000000 Penalty: 3122.810059
	Iteration 22F: 3 clusters Score -1651649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -62899.710938 Penalty: 1033.992065
	Iteration 0F: 2 clusters Score -62899.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61765.828125 Penalty: 2067.984131
	Iteration 0F: 3 clusters Score -61765.83 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61975.339844 Penalty: 2067.984131
	Iteration 1F: 3 clusters Score -61975.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62037.269531 Penalty: 2067.984131
	Iteration 2F: 3 clusters Score -62037.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62060.832031 Penalty: 2067.984131
	Iteration 3Q: 3 clusters Score -62060.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62073.296875 Penalty: 2067.984131
	Iteration 4Q: 3 clusters Score -62073.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62075.496094 Penalty: 2067.984131
	Iteration 5Q: 3 clusters Score -62075.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62078.566406 Penalty: 2067.984131
	Iteration 6Q: 3 clusters Score -62078.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62079.292969 Penalty: 2067.984131
	Iteration 7Q: 3 clusters Score -62079.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62079.292969 Penalty: 2067.984131
	Iteration 8F: 3 clusters Score -62079.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (139896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139896 members 
Entering Unmasked Estep 
Score: -15878532.000000 Penalty: 1925.406372
	Iteration 0F: 2 clusters Score -1.587853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -15787228.000000 Penalty: 3850.812744
	Iteration 0F: 3 clusters Score -1.578723e+07 nChanged 67201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83689 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -15828033.000000 Penalty: 3850.812744
	Iteration 1F: 3 clusters Score -1.582803e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91289 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -15832229.000000 Penalty: 3850.812744
	Iteration 2F: 3 clusters Score -1.583223e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102175 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -15840100.000000 Penalty: 3850.812744
	Iteration 3F: 3 clusters Score -1.58401e+07 nChanged 13467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115586 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -15852295.000000 Penalty: 3850.812744
	Iteration 4F: 3 clusters Score -1.58523e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128165 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -15865001.000000 Penalty: 3850.812744
	Iteration 5F: 3 clusters Score -1.5865e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135786 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -15872769.000000 Penalty: 3850.812744
	Iteration 6F: 3 clusters Score -1.587277e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138616 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -15875528.000000 Penalty: 3850.812744
	Iteration 7Q: 3 clusters Score -1.587553e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139398 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -15876364.000000 Penalty: 3850.812744
	Iteration 8Q: 3 clusters Score -1.587636e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139579 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -15876602.000000 Penalty: 3850.812744
	Iteration 9Q: 3 clusters Score -1.58766e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139621 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15876732.000000 Penalty: 3850.812744
	Iteration 10Q: 3 clusters Score -1.587673e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139633 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15876800.000000 Penalty: 3850.812744
	Iteration 11Q: 3 clusters Score -1.58768e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139636 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15876823.000000 Penalty: 3850.812744
	Iteration 12Q: 3 clusters Score -1.587682e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139634 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15876857.000000 Penalty: 3850.812744
	Iteration 13Q: 3 clusters Score -1.587686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139631 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -15876874.000000 Penalty: 3850.812744
	Iteration 14Q: 3 clusters Score -1.587687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139628 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15876880.000000 Penalty: 3850.812744
	Iteration 15Q: 3 clusters Score -1.587688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139634 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15876899.000000 Penalty: 3850.812744
	Iteration 16Q: 3 clusters Score -1.58769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139629 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15876898.000000 Penalty: 3850.812744
	Iteration 17Q: 3 clusters Score -1.58769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139622 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -15876905.000000 Penalty: 3850.812744
	Iteration 18Q: 3 clusters Score -1.58769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139620 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15876907.000000 Penalty: 3850.812744
	Iteration 19Q: 3 clusters Score -1.587691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139619 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -15876918.000000 Penalty: 3850.812744
	Iteration 20F: 3 clusters Score -1.587692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139621 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15876914.000000 Penalty: 3850.812744
	Iteration 21Q: 3 clusters Score -1.587691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139621 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -15876911.000000 Penalty: 3850.812744
	Iteration 22Q: 3 clusters Score -1.587691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139620 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15876912.000000 Penalty: 3850.812744
	Iteration 23Q: 3 clusters Score -1.587691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139620 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15876912.000000 Penalty: 3850.812744
	Iteration 24F: 3 clusters Score -1.587691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (151916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151916 members 
Entering Unmasked Estep 
Score: -17165908.000000 Penalty: 1938.800903
	Iteration 0F: 2 clusters Score -1.716591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76454 members 
Mstep: Class 2 contains 75462 members 
Entering Unmasked Estep 
Score: -17066088.000000 Penalty: 3877.601807
	Iteration 0F: 3 clusters Score -1.706609e+07 nChanged 73133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -17111064.000000 Penalty: 3877.601807
	Iteration 1F: 3 clusters Score -1.711106e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -17114464.000000 Penalty: 3877.601807
	Iteration 2Q: 3 clusters Score -1.711446e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99911 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -17121042.000000 Penalty: 3877.601807
	Iteration 3F: 3 clusters Score -1.712104e+07 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111517 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -17131460.000000 Penalty: 3877.601807
	Iteration 4F: 3 clusters Score -1.713146e+07 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124185 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -17144070.000000 Penalty: 3877.601807
	Iteration 5F: 3 clusters Score -1.714407e+07 nChanged 10688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134265 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -17154570.000000 Penalty: 3877.601807
	Iteration 6F: 3 clusters Score -1.715457e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140314 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -17160424.000000 Penalty: 3877.601807
	Iteration 7Q: 3 clusters Score -1.716042e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143397 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -17163146.000000 Penalty: 3877.601807
	Iteration 8Q: 3 clusters Score -1.716315e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145091 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -17164224.000000 Penalty: 3877.601807
	Iteration 9Q: 3 clusters Score -1.716422e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146221 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -17164764.000000 Penalty: 3877.601807
	Iteration 10Q: 3 clusters Score -1.716476e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146991 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -17165064.000000 Penalty: 3877.601807
	Iteration 11Q: 3 clusters Score -1.716506e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147559 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -17165202.000000 Penalty: 3877.601807
	Iteration 12Q: 3 clusters Score -1.71652e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147992 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -17165298.000000 Penalty: 3877.601807
	Iteration 13Q: 3 clusters Score -1.71653e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148350 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -17165478.000000 Penalty: 3877.601807
	Iteration 14Q: 3 clusters Score -1.716548e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148634 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -17165532.000000 Penalty: 3877.601807
	Iteration 15Q: 3 clusters Score -1.716553e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148846 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -17165626.000000 Penalty: 3877.601807
	Iteration 16Q: 3 clusters Score -1.716563e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148990 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -17165694.000000 Penalty: 3877.601807
	Iteration 17Q: 3 clusters Score -1.716569e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149102 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -17165716.000000 Penalty: 3877.601807
	Iteration 18Q: 3 clusters Score -1.716572e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149164 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -17165734.000000 Penalty: 3877.601807
	Iteration 19Q: 3 clusters Score -1.716573e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149193 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -17165726.000000 Penalty: 3877.601807
	Iteration 20F: 3 clusters Score -1.716573e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149211 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -17165750.000000 Penalty: 3877.601807
	Iteration 21Q: 3 clusters Score -1.716575e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149214 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -17165768.000000 Penalty: 3877.601807
	Iteration 22Q: 3 clusters Score -1.716577e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149212 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -17165780.000000 Penalty: 3877.601807
	Iteration 23Q: 3 clusters Score -1.716578e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149214 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -17165812.000000 Penalty: 3877.601807
	Iteration 24Q: 3 clusters Score -1.716581e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149225 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -17165794.000000 Penalty: 3877.601807
	Iteration 25Q: 3 clusters Score -1.716579e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149234 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -17165786.000000 Penalty: 3877.601807
	Iteration 26Q: 3 clusters Score -1.716579e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149244 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -17165782.000000 Penalty: 3877.601807
	Iteration 27Q: 3 clusters Score -1.716578e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149253 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -17165788.000000 Penalty: 3877.601807
	Iteration 28Q: 3 clusters Score -1.716579e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149267 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -17165802.000000 Penalty: 3877.601807
	Iteration 29Q: 3 clusters Score -1.71658e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -17165818.000000 Penalty: 3877.601807
	Iteration 30Q: 3 clusters Score -1.716582e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149275 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -17165804.000000 Penalty: 3877.601807
	Iteration 31Q: 3 clusters Score -1.71658e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149282 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -17165816.000000 Penalty: 3877.601807
	Iteration 32Q: 3 clusters Score -1.716582e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149274 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -17165816.000000 Penalty: 3877.601807
	Iteration 33Q: 3 clusters Score -1.716582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149269 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -17165816.000000 Penalty: 3877.601807
	Iteration 34Q: 3 clusters Score -1.716582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149262 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -17165818.000000 Penalty: 3877.601807
	Iteration 35Q: 3 clusters Score -1.716582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149257 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -17165824.000000 Penalty: 3877.601807
	Iteration 36Q: 3 clusters Score -1.716582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149258 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -17165830.000000 Penalty: 3877.601807
	Iteration 37Q: 3 clusters Score -1.716583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149259 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -17165810.000000 Penalty: 3877.601807
	Iteration 38Q: 3 clusters Score -1.716581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149265 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -17165816.000000 Penalty: 3877.601807
	Iteration 39Q: 3 clusters Score -1.716582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149266 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -17165814.000000 Penalty: 3877.601807
	Iteration 40F: 3 clusters Score -1.716581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149262 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -17165816.000000 Penalty: 3877.601807
	Iteration 41Q: 3 clusters Score -1.716582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149261 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -17165824.000000 Penalty: 3877.601807
	Iteration 42Q: 3 clusters Score -1.716582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149258 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -17165836.000000 Penalty: 3877.601807
	Iteration 43Q: 3 clusters Score -1.716584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149260 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -17165842.000000 Penalty: 3877.601807
	Iteration 44Q: 3 clusters Score -1.716584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149256 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -17165832.000000 Penalty: 3877.601807
	Iteration 45Q: 3 clusters Score -1.716583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149257 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -17165826.000000 Penalty: 3877.601807
	Iteration 46Q: 3 clusters Score -1.716583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149260 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -17165844.000000 Penalty: 3877.601807
	Iteration 47Q: 3 clusters Score -1.716584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149257 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -17165836.000000 Penalty: 3877.601807
	Iteration 48Q: 3 clusters Score -1.716584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149256 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -17165822.000000 Penalty: 3877.601807
	Iteration 49Q: 3 clusters Score -1.716582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149250 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -17165832.000000 Penalty: 3877.601807
	Iteration 50Q: 3 clusters Score -1.716583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149247 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -17165842.000000 Penalty: 3877.601807
	Iteration 51Q: 3 clusters Score -1.716584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149240 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -17165836.000000 Penalty: 3877.601807
	Iteration 52Q: 3 clusters Score -1.716584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149237 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -17165844.000000 Penalty: 3877.601807
	Iteration 53Q: 3 clusters Score -1.716584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149238 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -17165838.000000 Penalty: 3877.601807
	Iteration 54Q: 3 clusters Score -1.716584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149240 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -17165838.000000 Penalty: 3877.601807
	Iteration 55Q: 3 clusters Score -1.716584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149237 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -17165828.000000 Penalty: 3877.601807
	Iteration 56Q: 3 clusters Score -1.716583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149237 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -17165842.000000 Penalty: 3877.601807
	Iteration 57Q: 3 clusters Score -1.716584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149237 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -17165832.000000 Penalty: 3877.601807
	Iteration 58Q: 3 clusters Score -1.716583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149238 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -17165840.000000 Penalty: 3877.601807
	Iteration 59Q: 3 clusters Score -1.716584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149240 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -17165838.000000 Penalty: 3877.601807
	Iteration 60F: 3 clusters Score -1.716584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149241 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -17165842.000000 Penalty: 3877.601807
	Iteration 61Q: 3 clusters Score -1.716584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149240 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -17165838.000000 Penalty: 3877.601807
	Iteration 62Q: 3 clusters Score -1.716584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149239 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -17165848.000000 Penalty: 3877.601807
	Iteration 63Q: 3 clusters Score -1.716585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149240 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -17165854.000000 Penalty: 3877.601807
	Iteration 64Q: 3 clusters Score -1.716585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149241 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -17165844.000000 Penalty: 3877.601807
	Iteration 65Q: 3 clusters Score -1.716584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149242 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -17165842.000000 Penalty: 3877.601807
	Iteration 66Q: 3 clusters Score -1.716584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149242 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -17165842.000000 Penalty: 3877.601807
	Iteration 67F: 3 clusters Score -1.716584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Entering Unmasked Estep 
Score: -1936965.625000 Penalty: 1580.334839
	Iteration 0F: 2 clusters Score -1936966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1925360.500000 Penalty: 3160.669678
	Iteration 0F: 3 clusters Score -1925360 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1929303.625000 Penalty: 3160.669678
	Iteration 1F: 3 clusters Score -1929304 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1929578.375000 Penalty: 3160.669678
	Iteration 2Q: 3 clusters Score -1929578 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1929853.625000 Penalty: 3160.669678
	Iteration 3Q: 3 clusters Score -1929854 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1930230.500000 Penalty: 3160.669678
	Iteration 4Q: 3 clusters Score -1930230 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1930713.875000 Penalty: 3160.669678
	Iteration 5F: 3 clusters Score -1930714 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1931371.250000 Penalty: 3160.669678
	Iteration 6F: 3 clusters Score -1931371 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1932204.250000 Penalty: 3160.669678
	Iteration 7F: 3 clusters Score -1932204 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1933112.125000 Penalty: 3160.669678
	Iteration 8F: 3 clusters Score -1933112 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1933948.000000 Penalty: 3160.669678
	Iteration 9F: 3 clusters Score -1933948 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1934570.875000 Penalty: 3160.669678
	Iteration 10Q: 3 clusters Score -1934571 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1934977.000000 Penalty: 3160.669678
	Iteration 11Q: 3 clusters Score -1934977 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1935211.500000 Penalty: 3160.669678
	Iteration 12Q: 3 clusters Score -1935212 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1935351.875000 Penalty: 3160.669678
	Iteration 13Q: 3 clusters Score -1935352 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1935443.125000 Penalty: 3160.669678
	Iteration 14Q: 3 clusters Score -1935443 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1935499.500000 Penalty: 3160.669678
	Iteration 15Q: 3 clusters Score -1935500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1935545.125000 Penalty: 3160.669678
	Iteration 16Q: 3 clusters Score -1935545 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1935590.125000 Penalty: 3160.669678
	Iteration 17Q: 3 clusters Score -1935590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1935625.875000 Penalty: 3160.669678
	Iteration 18Q: 3 clusters Score -1935626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1935643.000000 Penalty: 3160.669678
	Iteration 19Q: 3 clusters Score -1935643 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1935662.000000 Penalty: 3160.669678
	Iteration 20F: 3 clusters Score -1935662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -1935673.875000 Penalty: 3160.669678
	Iteration 21Q: 3 clusters Score -1935674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1935678.000000 Penalty: 3160.669678
	Iteration 22Q: 3 clusters Score -1935678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -1935680.125000 Penalty: 3160.669678
	Iteration 23Q: 3 clusters Score -1935680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1935683.375000 Penalty: 3160.669678
	Iteration 24Q: 3 clusters Score -1935683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -1935686.375000 Penalty: 3160.669678
	Iteration 25Q: 3 clusters Score -1935686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1935687.875000 Penalty: 3160.669678
	Iteration 26Q: 3 clusters Score -1935688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1935687.125000 Penalty: 3160.669678
	Iteration 27Q: 3 clusters Score -1935687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1935687.125000 Penalty: 3160.669678
	Iteration 28F: 3 clusters Score -1935687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -474696.968750 Penalty: 1362.641846
	Iteration 0F: 2 clusters Score -474697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -471121.750000 Penalty: 2725.283691
	Iteration 0F: 3 clusters Score -471121.8 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -472032.812500 Penalty: 2725.283691
	Iteration 1F: 3 clusters Score -472032.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -472183.781250 Penalty: 2725.283691
	Iteration 2F: 3 clusters Score -472183.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -472335.843750 Penalty: 2725.283691
	Iteration 3Q: 3 clusters Score -472335.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -472558.531250 Penalty: 2725.283691
	Iteration 4Q: 3 clusters Score -472558.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -472811.875000 Penalty: 2725.283691
	Iteration 5F: 3 clusters Score -472811.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -473073.968750 Penalty: 2725.283691
	Iteration 6F: 3 clusters Score -473074 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -473287.406250 Penalty: 2725.283691
	Iteration 7F: 3 clusters Score -473287.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -473465.031250 Penalty: 2725.283691
	Iteration 8F: 3 clusters Score -473465 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -473648.843750 Penalty: 2725.283691
	Iteration 9F: 3 clusters Score -473648.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -473783.062500 Penalty: 2725.283691
	Iteration 10Q: 3 clusters Score -473783.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -473883.031250 Penalty: 2725.283691
	Iteration 11Q: 3 clusters Score -473883 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -473949.406250 Penalty: 2725.283691
	Iteration 12Q: 3 clusters Score -473949.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -473994.593750 Penalty: 2725.283691
	Iteration 13Q: 3 clusters Score -473994.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -474025.531250 Penalty: 2725.283691
	Iteration 14Q: 3 clusters Score -474025.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -474052.343750 Penalty: 2725.283691
	Iteration 15Q: 3 clusters Score -474052.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -474077.031250 Penalty: 2725.283691
	Iteration 16Q: 3 clusters Score -474077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -474095.218750 Penalty: 2725.283691
	Iteration 17Q: 3 clusters Score -474095.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -474112.406250 Penalty: 2725.283691
	Iteration 18Q: 3 clusters Score -474112.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -474125.781250 Penalty: 2725.283691
	Iteration 19Q: 3 clusters Score -474125.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -474140.781250 Penalty: 2725.283691
	Iteration 20F: 3 clusters Score -474140.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -474150.062500 Penalty: 2725.283691
	Iteration 21Q: 3 clusters Score -474150.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -474162.781250 Penalty: 2725.283691
	Iteration 22Q: 3 clusters Score -474162.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -474174.406250 Penalty: 2725.283691
	Iteration 23Q: 3 clusters Score -474174.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -474181.281250 Penalty: 2725.283691
	Iteration 24Q: 3 clusters Score -474181.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -474190.812500 Penalty: 2725.283691
	Iteration 25Q: 3 clusters Score -474190.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -474201.187500 Penalty: 2725.283691
	Iteration 26Q: 3 clusters Score -474201.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -474210.531250 Penalty: 2725.283691
	Iteration 27Q: 3 clusters Score -474210.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -474216.937500 Penalty: 2725.283691
	Iteration 28Q: 3 clusters Score -474216.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -474225.250000 Penalty: 2725.283691
	Iteration 29Q: 3 clusters Score -474225.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -474232.531250 Penalty: 2725.283691
	Iteration 30Q: 3 clusters Score -474232.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -474237.281250 Penalty: 2725.283691
	Iteration 31Q: 3 clusters Score -474237.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -474240.750000 Penalty: 2725.283691
	Iteration 32Q: 3 clusters Score -474240.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -474243.937500 Penalty: 2725.283691
	Iteration 33Q: 3 clusters Score -474243.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -474248.406250 Penalty: 2725.283691
	Iteration 34Q: 3 clusters Score -474248.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -474254.093750 Penalty: 2725.283691
	Iteration 35Q: 3 clusters Score -474254.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -474258.593750 Penalty: 2725.283691
	Iteration 36Q: 3 clusters Score -474258.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -474260.125000 Penalty: 2725.283691
	Iteration 37Q: 3 clusters Score -474260.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -474262.218750 Penalty: 2725.283691
	Iteration 38Q: 3 clusters Score -474262.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -474267.562500 Penalty: 2725.283691
	Iteration 39Q: 3 clusters Score -474267.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -474270.125000 Penalty: 2725.283691
	Iteration 40F: 3 clusters Score -474270.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -474272.531250 Penalty: 2725.283691
	Iteration 41Q: 3 clusters Score -474272.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -474277.093750 Penalty: 2725.283691
	Iteration 42Q: 3 clusters Score -474277.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -474282.468750 Penalty: 2725.283691
	Iteration 43Q: 3 clusters Score -474282.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -474290.750000 Penalty: 2725.283691
	Iteration 44Q: 3 clusters Score -474290.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -474292.187500 Penalty: 2725.283691
	Iteration 45Q: 3 clusters Score -474292.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -474295.843750 Penalty: 2725.283691
	Iteration 46Q: 3 clusters Score -474295.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -474298.750000 Penalty: 2725.283691
	Iteration 47Q: 3 clusters Score -474298.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -474300.406250 Penalty: 2725.283691
	Iteration 48Q: 3 clusters Score -474300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -474300.187500 Penalty: 2725.283691
	Iteration 49Q: 3 clusters Score -474300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -474301.156250 Penalty: 2725.283691
	Iteration 50Q: 3 clusters Score -474301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -474303.343750 Penalty: 2725.283691
	Iteration 51Q: 3 clusters Score -474303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -474303.250000 Penalty: 2725.283691
	Iteration 52Q: 3 clusters Score -474303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -474305.000000 Penalty: 2725.283691
	Iteration 53Q: 3 clusters Score -474305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -474308.000000 Penalty: 2725.283691
	Iteration 54Q: 3 clusters Score -474308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -474309.187500 Penalty: 2725.283691
	Iteration 55Q: 3 clusters Score -474309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -474309.812500 Penalty: 2725.283691
	Iteration 56Q: 3 clusters Score -474309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -474310.343750 Penalty: 2725.283691
	Iteration 57Q: 3 clusters Score -474310.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -474311.562500 Penalty: 2725.283691
	Iteration 58Q: 3 clusters Score -474311.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -474313.531250 Penalty: 2725.283691
	Iteration 59Q: 3 clusters Score -474313.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -474316.937500 Penalty: 2725.283691
	Iteration 60F: 3 clusters Score -474316.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -474318.718750 Penalty: 2725.283691
	Iteration 61Q: 3 clusters Score -474318.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -474321.593750 Penalty: 2725.283691
	Iteration 62Q: 3 clusters Score -474321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -474324.750000 Penalty: 2725.283691
	Iteration 63Q: 3 clusters Score -474324.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -474326.406250 Penalty: 2725.283691
	Iteration 64Q: 3 clusters Score -474326.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -474327.656250 Penalty: 2725.283691
	Iteration 65Q: 3 clusters Score -474327.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -474330.531250 Penalty: 2725.283691
	Iteration 66Q: 3 clusters Score -474330.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -474330.531250 Penalty: 2725.283691
	Iteration 67F: 3 clusters Score -474330.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (68092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Entering Unmasked Estep 
Score: -7967397.000000 Penalty: 1808.400024
	Iteration 0F: 2 clusters Score -7967397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -7921996.500000 Penalty: 3616.800049
	Iteration 0F: 3 clusters Score -7921996 nChanged 32164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -7940785.500000 Penalty: 3616.800049
	Iteration 1F: 3 clusters Score -7940786 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -7941692.500000 Penalty: 3616.800049
	Iteration 2Q: 3 clusters Score -7941692 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -7942982.500000 Penalty: 3616.800049
	Iteration 3Q: 3 clusters Score -7942982 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -7945048.000000 Penalty: 3616.800049
	Iteration 4F: 3 clusters Score -7945048 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -7948476.500000 Penalty: 3616.800049
	Iteration 5F: 3 clusters Score -7948476 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -7953099.500000 Penalty: 3616.800049
	Iteration 6F: 3 clusters Score -7953100 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -7958349.500000 Penalty: 3616.800049
	Iteration 7F: 3 clusters Score -7958350 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -7962429.000000 Penalty: 3616.800049
	Iteration 8F: 3 clusters Score -7962429 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -7964563.000000 Penalty: 3616.800049
	Iteration 9Q: 3 clusters Score -7964563 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 67685 members 
Entering Unmasked Estep 
Score: -7965347.000000 Penalty: 3616.800049
	Iteration 10Q: 3 clusters Score -7965347 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -7965595.000000 Penalty: 3616.800049
	Iteration 11Q: 3 clusters Score -7965595 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 67956 members 
Entering Unmasked Estep 
Score: -7965704.500000 Penalty: 3616.800049
	Iteration 12Q: 3 clusters Score -7965704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -7965767.000000 Penalty: 3616.800049
	Iteration 13Q: 3 clusters Score -7965767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -7965783.500000 Penalty: 3616.800049
	Iteration 14Q: 3 clusters Score -7965784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -7965795.500000 Penalty: 3616.800049
	Iteration 15Q: 3 clusters Score -7965796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -7965803.500000 Penalty: 3616.800049
	Iteration 16Q: 3 clusters Score -7965804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 67980 members 
Entering Unmasked Estep 
Score: -7965808.000000 Penalty: 3616.800049
	Iteration 17Q: 3 clusters Score -7965808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -7965813.500000 Penalty: 3616.800049
	Iteration 18Q: 3 clusters Score -7965814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -7965819.000000 Penalty: 3616.800049
	Iteration 19Q: 3 clusters Score -7965819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -7965826.000000 Penalty: 3616.800049
	Iteration 20F: 3 clusters Score -7965826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -7965825.500000 Penalty: 3616.800049
	Iteration 21Q: 3 clusters Score -7965826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -7965835.000000 Penalty: 3616.800049
	Iteration 22Q: 3 clusters Score -7965835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -7965830.000000 Penalty: 3616.800049
	Iteration 23Q: 3 clusters Score -7965830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -7965830.000000 Penalty: 3616.800049
	Iteration 24F: 3 clusters Score -7965830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Entering Unmasked Estep 
Score: -431609.093750 Penalty: 1336.600708
	Iteration 0F: 2 clusters Score -431609.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -428405.125000 Penalty: 2673.201416
	Iteration 0F: 3 clusters Score -428405.1 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -429207.812500 Penalty: 2673.201416
	Iteration 1F: 3 clusters Score -429207.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -429351.593750 Penalty: 2673.201416
	Iteration 2F: 3 clusters Score -429351.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -429445.000000 Penalty: 2673.201416
	Iteration 3Q: 3 clusters Score -429445 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -429518.593750 Penalty: 2673.201416
	Iteration 4Q: 3 clusters Score -429518.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -429609.250000 Penalty: 2673.201416
	Iteration 5Q: 3 clusters Score -429609.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -429694.781250 Penalty: 2673.201416
	Iteration 6Q: 3 clusters Score -429694.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -429771.218750 Penalty: 2673.201416
	Iteration 7Q: 3 clusters Score -429771.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -429852.437500 Penalty: 2673.201416
	Iteration 8Q: 3 clusters Score -429852.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -429926.625000 Penalty: 2673.201416
	Iteration 9Q: 3 clusters Score -429926.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -429998.375000 Penalty: 2673.201416
	Iteration 10Q: 3 clusters Score -429998.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -430050.156250 Penalty: 2673.201416
	Iteration 11Q: 3 clusters Score -430050.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -430101.093750 Penalty: 2673.201416
	Iteration 12Q: 3 clusters Score -430101.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -430154.656250 Penalty: 2673.201416
	Iteration 13Q: 3 clusters Score -430154.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -430209.062500 Penalty: 2673.201416
	Iteration 14Q: 3 clusters Score -430209.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -430247.718750 Penalty: 2673.201416
	Iteration 15Q: 3 clusters Score -430247.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -430277.468750 Penalty: 2673.201416
	Iteration 16Q: 3 clusters Score -430277.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -430300.218750 Penalty: 2673.201416
	Iteration 17Q: 3 clusters Score -430300.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -430315.625000 Penalty: 2673.201416
	Iteration 18Q: 3 clusters Score -430315.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -430330.000000 Penalty: 2673.201416
	Iteration 19Q: 3 clusters Score -430330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -430341.531250 Penalty: 2673.201416
	Iteration 20F: 3 clusters Score -430341.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -430348.843750 Penalty: 2673.201416
	Iteration 21Q: 3 clusters Score -430348.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -430357.375000 Penalty: 2673.201416
	Iteration 22Q: 3 clusters Score -430357.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -430365.250000 Penalty: 2673.201416
	Iteration 23Q: 3 clusters Score -430365.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -430372.187500 Penalty: 2673.201416
	Iteration 24Q: 3 clusters Score -430372.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -430378.906250 Penalty: 2673.201416
	Iteration 25Q: 3 clusters Score -430378.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -430382.593750 Penalty: 2673.201416
	Iteration 26Q: 3 clusters Score -430382.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -430387.375000 Penalty: 2673.201416
	Iteration 27Q: 3 clusters Score -430387.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -430388.875000 Penalty: 2673.201416
	Iteration 28Q: 3 clusters Score -430388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -430390.343750 Penalty: 2673.201416
	Iteration 29Q: 3 clusters Score -430390.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -430394.593750 Penalty: 2673.201416
	Iteration 30Q: 3 clusters Score -430394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -430395.687500 Penalty: 2673.201416
	Iteration 31Q: 3 clusters Score -430395.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -430397.843750 Penalty: 2673.201416
	Iteration 32Q: 3 clusters Score -430397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -430401.187500 Penalty: 2673.201416
	Iteration 33Q: 3 clusters Score -430401.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -430406.187500 Penalty: 2673.201416
	Iteration 34Q: 3 clusters Score -430406.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -430409.406250 Penalty: 2673.201416
	Iteration 35Q: 3 clusters Score -430409.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -430412.843750 Penalty: 2673.201416
	Iteration 36Q: 3 clusters Score -430412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -430415.000000 Penalty: 2673.201416
	Iteration 37Q: 3 clusters Score -430415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -430419.937500 Penalty: 2673.201416
	Iteration 38Q: 3 clusters Score -430419.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -430422.906250 Penalty: 2673.201416
	Iteration 39Q: 3 clusters Score -430422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -430423.250000 Penalty: 2673.201416
	Iteration 40F: 3 clusters Score -430423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -430423.843750 Penalty: 2673.201416
	Iteration 41Q: 3 clusters Score -430423.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -430423.843750 Penalty: 2673.201416
	Iteration 42F: 3 clusters Score -430423.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -231244.515625 Penalty: 1250.042603
	Iteration 0F: 2 clusters Score -231244.5 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 1079 members 
Entering Unmasked Estep 
Score: -229157.437500 Penalty: 2500.085205
	Iteration 0F: 3 clusters Score -229157.4 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -229997.625000 Penalty: 2500.085205
	Iteration 1F: 3 clusters Score -229997.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -230570.562500 Penalty: 2500.085205
	Iteration 2F: 3 clusters Score -230570.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -231049.062500 Penalty: 2500.085205
	Iteration 3F: 3 clusters Score -231049.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -231504.156250 Penalty: 2500.085205
	Iteration 4F: 3 clusters Score -231504.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -231813.343750 Penalty: 2500.085205
	Iteration 5F: 3 clusters Score -231813.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -231955.187500 Penalty: 2500.085205
	Iteration 6Q: 3 clusters Score -231955.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -232012.062500 Penalty: 2500.085205
	Iteration 7Q: 3 clusters Score -232012.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -232034.421875 Penalty: 2500.085205
	Iteration 8Q: 3 clusters Score -232034.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -232037.015625 Penalty: 2500.085205
	Iteration 9Q: 3 clusters Score -232037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -232038.421875 Penalty: 2500.085205
	Iteration 10Q: 3 clusters Score -232038.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -232038.421875 Penalty: 2500.085205
	Iteration 11F: 3 clusters Score -232038.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 14273 members 
Mstep: Class 3 contains 14893 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 139896 members 
Mstep: Class 6 contains 151916 members 
Mstep: Class 7 contains 16733 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 68092 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 460 members 
Mstep: Class 12 contains 10488 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 46756 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89810 members 
Mstep: Class 19 contains 87671 members 
Mstep: Class 20 contains 39344 members 
Mstep: Class 21 contains 11136 members 
Mstep: Class 22 contains 73882 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 71766 members 
Mstep: Class 26 contains 13480 members 
Mstep: Class 27 contains 22639 members 
Mstep: Class 28 contains 1732 members 
Entering Unmasked Estep 
Score: -102109344.000000 Penalty: 62435.281250
Splitting cluster 11 changes total score from -102109824.000000 to -102109344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (10488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Entering Unmasked Estep 
Score: -1213481.875000 Penalty: 1504.422852
	Iteration 0F: 2 clusters Score -1213482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1205967.250000 Penalty: 3008.845703
	Iteration 0F: 3 clusters Score -1205967 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1208437.875000 Penalty: 3008.845703
	Iteration 1F: 3 clusters Score -1208438 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1208705.000000 Penalty: 3008.845703
	Iteration 2F: 3 clusters Score -1208705 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1208910.500000 Penalty: 3008.845703
	Iteration 3Q: 3 clusters Score -1208910 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1209083.000000 Penalty: 3008.845703
	Iteration 4Q: 3 clusters Score -1209083 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1209203.875000 Penalty: 3008.845703
	Iteration 5Q: 3 clusters Score -1209204 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1209314.250000 Penalty: 3008.845703
	Iteration 6Q: 3 clusters Score -1209314 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1209433.500000 Penalty: 3008.845703
	Iteration 7Q: 3 clusters Score -1209434 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1209595.375000 Penalty: 3008.845703
	Iteration 8Q: 3 clusters Score -1209595 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1209779.750000 Penalty: 3008.845703
	Iteration 9Q: 3 clusters Score -1209780 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1210020.000000 Penalty: 3008.845703
	Iteration 10Q: 3 clusters Score -1210020 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1210276.750000 Penalty: 3008.845703
	Iteration 11Q: 3 clusters Score -1210277 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1210530.750000 Penalty: 3008.845703
	Iteration 12Q: 3 clusters Score -1210531 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1210758.250000 Penalty: 3008.845703
	Iteration 13Q: 3 clusters Score -1210758 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1210935.750000 Penalty: 3008.845703
	Iteration 14Q: 3 clusters Score -1210936 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1211043.250000 Penalty: 3008.845703
	Iteration 15Q: 3 clusters Score -1211043 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1211107.625000 Penalty: 3008.845703
	Iteration 16Q: 3 clusters Score -1211108 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1211157.125000 Penalty: 3008.845703
	Iteration 17Q: 3 clusters Score -1211157 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1211197.625000 Penalty: 3008.845703
	Iteration 18Q: 3 clusters Score -1211198 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1211227.875000 Penalty: 3008.845703
	Iteration 19Q: 3 clusters Score -1211228 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1211256.250000 Penalty: 3008.845703
	Iteration 20F: 3 clusters Score -1211256 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1211288.250000 Penalty: 3008.845703
	Iteration 21Q: 3 clusters Score -1211288 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1211310.500000 Penalty: 3008.845703
	Iteration 22Q: 3 clusters Score -1211310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1211331.625000 Penalty: 3008.845703
	Iteration 23Q: 3 clusters Score -1211332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1211349.750000 Penalty: 3008.845703
	Iteration 24Q: 3 clusters Score -1211350 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1211371.875000 Penalty: 3008.845703
	Iteration 25Q: 3 clusters Score -1211372 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1211392.875000 Penalty: 3008.845703
	Iteration 26Q: 3 clusters Score -1211393 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1211414.250000 Penalty: 3008.845703
	Iteration 27Q: 3 clusters Score -1211414 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1211434.125000 Penalty: 3008.845703
	Iteration 28Q: 3 clusters Score -1211434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1211443.000000 Penalty: 3008.845703
	Iteration 29Q: 3 clusters Score -1211443 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1211460.375000 Penalty: 3008.845703
	Iteration 30Q: 3 clusters Score -1211460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1211478.625000 Penalty: 3008.845703
	Iteration 31Q: 3 clusters Score -1211479 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1211490.875000 Penalty: 3008.845703
	Iteration 32Q: 3 clusters Score -1211491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1211503.375000 Penalty: 3008.845703
	Iteration 33Q: 3 clusters Score -1211503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1211516.000000 Penalty: 3008.845703
	Iteration 34Q: 3 clusters Score -1211516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1211531.875000 Penalty: 3008.845703
	Iteration 35Q: 3 clusters Score -1211532 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1211544.500000 Penalty: 3008.845703
	Iteration 36Q: 3 clusters Score -1211544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1211557.000000 Penalty: 3008.845703
	Iteration 37Q: 3 clusters Score -1211557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1211573.250000 Penalty: 3008.845703
	Iteration 38Q: 3 clusters Score -1211573 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1211600.500000 Penalty: 3008.845703
	Iteration 39Q: 3 clusters Score -1211600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1211620.250000 Penalty: 3008.845703
	Iteration 40F: 3 clusters Score -1211620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1211638.750000 Penalty: 3008.845703
	Iteration 41Q: 3 clusters Score -1211639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1211653.500000 Penalty: 3008.845703
	Iteration 42Q: 3 clusters Score -1211654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1211675.375000 Penalty: 3008.845703
	Iteration 43Q: 3 clusters Score -1211675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1211689.875000 Penalty: 3008.845703
	Iteration 44Q: 3 clusters Score -1211690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1211707.750000 Penalty: 3008.845703
	Iteration 45Q: 3 clusters Score -1211708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1211721.500000 Penalty: 3008.845703
	Iteration 46Q: 3 clusters Score -1211722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1211738.250000 Penalty: 3008.845703
	Iteration 47Q: 3 clusters Score -1211738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1211753.500000 Penalty: 3008.845703
	Iteration 48Q: 3 clusters Score -1211754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1211761.875000 Penalty: 3008.845703
	Iteration 49Q: 3 clusters Score -1211762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1211777.000000 Penalty: 3008.845703
	Iteration 50Q: 3 clusters Score -1211777 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1211792.875000 Penalty: 3008.845703
	Iteration 51Q: 3 clusters Score -1211793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1211811.375000 Penalty: 3008.845703
	Iteration 52Q: 3 clusters Score -1211811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1211825.625000 Penalty: 3008.845703
	Iteration 53Q: 3 clusters Score -1211826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1211842.750000 Penalty: 3008.845703
	Iteration 54Q: 3 clusters Score -1211843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1211856.375000 Penalty: 3008.845703
	Iteration 55Q: 3 clusters Score -1211856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1211869.625000 Penalty: 3008.845703
	Iteration 56Q: 3 clusters Score -1211870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1211877.125000 Penalty: 3008.845703
	Iteration 57Q: 3 clusters Score -1211877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1211887.250000 Penalty: 3008.845703
	Iteration 58Q: 3 clusters Score -1211887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1211896.500000 Penalty: 3008.845703
	Iteration 59Q: 3 clusters Score -1211896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1211905.750000 Penalty: 3008.845703
	Iteration 60F: 3 clusters Score -1211906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1211913.000000 Penalty: 3008.845703
	Iteration 61Q: 3 clusters Score -1211913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1211926.000000 Penalty: 3008.845703
	Iteration 62Q: 3 clusters Score -1211926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1211938.625000 Penalty: 3008.845703
	Iteration 63Q: 3 clusters Score -1211939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1211946.250000 Penalty: 3008.845703
	Iteration 64Q: 3 clusters Score -1211946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1211956.250000 Penalty: 3008.845703
	Iteration 65Q: 3 clusters Score -1211956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1211964.625000 Penalty: 3008.845703
	Iteration 66Q: 3 clusters Score -1211965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1211965.625000 Penalty: 3008.845703
	Iteration 67Q: 3 clusters Score -1211966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1211974.125000 Penalty: 3008.845703
	Iteration 68Q: 3 clusters Score -1211974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1211980.125000 Penalty: 3008.845703
	Iteration 69Q: 3 clusters Score -1211980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1211982.125000 Penalty: 3008.845703
	Iteration 70Q: 3 clusters Score -1211982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1211991.000000 Penalty: 3008.845703
	Iteration 71Q: 3 clusters Score -1211991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1212000.375000 Penalty: 3008.845703
	Iteration 72Q: 3 clusters Score -1212000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1212011.125000 Penalty: 3008.845703
	Iteration 73Q: 3 clusters Score -1212011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1212021.375000 Penalty: 3008.845703
	Iteration 74Q: 3 clusters Score -1212021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1212030.250000 Penalty: 3008.845703
	Iteration 75Q: 3 clusters Score -1212030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1212031.125000 Penalty: 3008.845703
	Iteration 76Q: 3 clusters Score -1212031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1212036.125000 Penalty: 3008.845703
	Iteration 77Q: 3 clusters Score -1212036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1212043.625000 Penalty: 3008.845703
	Iteration 78Q: 3 clusters Score -1212044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1212049.625000 Penalty: 3008.845703
	Iteration 79Q: 3 clusters Score -1212050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1212051.500000 Penalty: 3008.845703
	Iteration 80F: 3 clusters Score -1212052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1212053.500000 Penalty: 3008.845703
	Iteration 81Q: 3 clusters Score -1212054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1212057.625000 Penalty: 3008.845703
	Iteration 82Q: 3 clusters Score -1212058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1212058.625000 Penalty: 3008.845703
	Iteration 83Q: 3 clusters Score -1212059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1212063.250000 Penalty: 3008.845703
	Iteration 84Q: 3 clusters Score -1212063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1212065.125000 Penalty: 3008.845703
	Iteration 85Q: 3 clusters Score -1212065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1212064.000000 Penalty: 3008.845703
	Iteration 86Q: 3 clusters Score -1212064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1212065.875000 Penalty: 3008.845703
	Iteration 87Q: 3 clusters Score -1212066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1212067.000000 Penalty: 3008.845703
	Iteration 88Q: 3 clusters Score -1212067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1212068.000000 Penalty: 3008.845703
	Iteration 89Q: 3 clusters Score -1212068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1212069.250000 Penalty: 3008.845703
	Iteration 90Q: 3 clusters Score -1212069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1212069.250000 Penalty: 3008.845703
	Iteration 91Q: 3 clusters Score -1212069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1212070.625000 Penalty: 3008.845703
	Iteration 92Q: 3 clusters Score -1212071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1212074.500000 Penalty: 3008.845703
	Iteration 93Q: 3 clusters Score -1212074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1212078.375000 Penalty: 3008.845703
	Iteration 94Q: 3 clusters Score -1212078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1212082.375000 Penalty: 3008.845703
	Iteration 95Q: 3 clusters Score -1212082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1212085.750000 Penalty: 3008.845703
	Iteration 96Q: 3 clusters Score -1212086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1212089.750000 Penalty: 3008.845703
	Iteration 97Q: 3 clusters Score -1212090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1212089.250000 Penalty: 3008.845703
	Iteration 98Q: 3 clusters Score -1212089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1212091.125000 Penalty: 3008.845703
	Iteration 99Q: 3 clusters Score -1212091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1212092.750000 Penalty: 3008.845703
	Iteration 100F: 3 clusters Score -1212093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1212095.000000 Penalty: 3008.845703
	Iteration 101Q: 3 clusters Score -1212095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1212096.000000 Penalty: 3008.845703
	Iteration 102Q: 3 clusters Score -1212096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1212102.125000 Penalty: 3008.845703
	Iteration 103Q: 3 clusters Score -1212102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1212107.500000 Penalty: 3008.845703
	Iteration 104Q: 3 clusters Score -1212108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1212113.375000 Penalty: 3008.845703
	Iteration 105Q: 3 clusters Score -1212113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1212120.375000 Penalty: 3008.845703
	Iteration 106Q: 3 clusters Score -1212120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1212127.750000 Penalty: 3008.845703
	Iteration 107Q: 3 clusters Score -1212128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1212135.625000 Penalty: 3008.845703
	Iteration 108Q: 3 clusters Score -1212136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1212139.625000 Penalty: 3008.845703
	Iteration 109Q: 3 clusters Score -1212140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1212142.875000 Penalty: 3008.845703
	Iteration 110Q: 3 clusters Score -1212143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1212147.125000 Penalty: 3008.845703
	Iteration 111Q: 3 clusters Score -1212147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1212149.625000 Penalty: 3008.845703
	Iteration 112Q: 3 clusters Score -1212150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1212155.000000 Penalty: 3008.845703
	Iteration 113Q: 3 clusters Score -1212155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1212160.750000 Penalty: 3008.845703
	Iteration 114Q: 3 clusters Score -1212161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1212162.375000 Penalty: 3008.845703
	Iteration 115Q: 3 clusters Score -1212162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1212166.875000 Penalty: 3008.845703
	Iteration 116Q: 3 clusters Score -1212167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1212166.125000 Penalty: 3008.845703
	Iteration 117Q: 3 clusters Score -1212166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1212165.750000 Penalty: 3008.845703
	Iteration 118Q: 3 clusters Score -1212166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1212169.875000 Penalty: 3008.845703
	Iteration 119Q: 3 clusters Score -1212170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1212171.125000 Penalty: 3008.845703
	Iteration 120F: 3 clusters Score -1212171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1212172.375000 Penalty: 3008.845703
	Iteration 121Q: 3 clusters Score -1212172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1212171.375000 Penalty: 3008.845703
	Iteration 122Q: 3 clusters Score -1212171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1212172.875000 Penalty: 3008.845703
	Iteration 123Q: 3 clusters Score -1212173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1212172.875000 Penalty: 3008.845703
	Iteration 124F: 3 clusters Score -1212173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -498124.562500 Penalty: 1360.589844
	Iteration 0F: 2 clusters Score -498124.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -494605.312500 Penalty: 2721.179688
	Iteration 0F: 3 clusters Score -494605.3 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -495537.937500 Penalty: 2721.179688
	Iteration 1F: 3 clusters Score -495537.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -495756.937500 Penalty: 2721.179688
	Iteration 2F: 3 clusters Score -495756.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -495920.468750 Penalty: 2721.179688
	Iteration 3F: 3 clusters Score -495920.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -496066.218750 Penalty: 2721.179688
	Iteration 4Q: 3 clusters Score -496066.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -496205.218750 Penalty: 2721.179688
	Iteration 5Q: 3 clusters Score -496205.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -496353.031250 Penalty: 2721.179688
	Iteration 6Q: 3 clusters Score -496353 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -496495.125000 Penalty: 2721.179688
	Iteration 7Q: 3 clusters Score -496495.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -496648.343750 Penalty: 2721.179688
	Iteration 8Q: 3 clusters Score -496648.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -496802.937500 Penalty: 2721.179688
	Iteration 9Q: 3 clusters Score -496802.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -496917.156250 Penalty: 2721.179688
	Iteration 10Q: 3 clusters Score -496917.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -496995.437500 Penalty: 2721.179688
	Iteration 11Q: 3 clusters Score -496995.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -497039.000000 Penalty: 2721.179688
	Iteration 12Q: 3 clusters Score -497039 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -497079.625000 Penalty: 2721.179688
	Iteration 13Q: 3 clusters Score -497079.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -497109.062500 Penalty: 2721.179688
	Iteration 14Q: 3 clusters Score -497109.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -497127.468750 Penalty: 2721.179688
	Iteration 15Q: 3 clusters Score -497127.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -497144.625000 Penalty: 2721.179688
	Iteration 16Q: 3 clusters Score -497144.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -497158.562500 Penalty: 2721.179688
	Iteration 17Q: 3 clusters Score -497158.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -497167.343750 Penalty: 2721.179688
	Iteration 18Q: 3 clusters Score -497167.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -497176.468750 Penalty: 2721.179688
	Iteration 19Q: 3 clusters Score -497176.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -497185.375000 Penalty: 2721.179688
	Iteration 20F: 3 clusters Score -497185.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -497193.937500 Penalty: 2721.179688
	Iteration 21Q: 3 clusters Score -497193.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -497204.906250 Penalty: 2721.179688
	Iteration 22Q: 3 clusters Score -497204.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -497215.093750 Penalty: 2721.179688
	Iteration 23Q: 3 clusters Score -497215.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -497227.687500 Penalty: 2721.179688
	Iteration 24Q: 3 clusters Score -497227.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -497239.062500 Penalty: 2721.179688
	Iteration 25Q: 3 clusters Score -497239.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -497248.750000 Penalty: 2721.179688
	Iteration 26Q: 3 clusters Score -497248.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -497254.468750 Penalty: 2721.179688
	Iteration 27Q: 3 clusters Score -497254.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -497260.812500 Penalty: 2721.179688
	Iteration 28Q: 3 clusters Score -497260.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -497267.906250 Penalty: 2721.179688
	Iteration 29Q: 3 clusters Score -497267.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -497273.500000 Penalty: 2721.179688
	Iteration 30Q: 3 clusters Score -497273.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -497277.343750 Penalty: 2721.179688
	Iteration 31Q: 3 clusters Score -497277.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -497281.062500 Penalty: 2721.179688
	Iteration 32Q: 3 clusters Score -497281.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -497283.437500 Penalty: 2721.179688
	Iteration 33Q: 3 clusters Score -497283.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -497285.156250 Penalty: 2721.179688
	Iteration 34Q: 3 clusters Score -497285.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -497286.843750 Penalty: 2721.179688
	Iteration 35Q: 3 clusters Score -497286.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -497289.281250 Penalty: 2721.179688
	Iteration 36Q: 3 clusters Score -497289.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -497292.031250 Penalty: 2721.179688
	Iteration 37Q: 3 clusters Score -497292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -497296.843750 Penalty: 2721.179688
	Iteration 38Q: 3 clusters Score -497296.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -497299.531250 Penalty: 2721.179688
	Iteration 39Q: 3 clusters Score -497299.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -497304.656250 Penalty: 2721.179688
	Iteration 40F: 3 clusters Score -497304.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -497308.937500 Penalty: 2721.179688
	Iteration 41Q: 3 clusters Score -497308.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -497313.000000 Penalty: 2721.179688
	Iteration 42Q: 3 clusters Score -497313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -497314.906250 Penalty: 2721.179688
	Iteration 43Q: 3 clusters Score -497314.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -497318.156250 Penalty: 2721.179688
	Iteration 44Q: 3 clusters Score -497318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -497320.562500 Penalty: 2721.179688
	Iteration 45Q: 3 clusters Score -497320.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -497321.937500 Penalty: 2721.179688
	Iteration 46Q: 3 clusters Score -497321.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -497324.562500 Penalty: 2721.179688
	Iteration 47Q: 3 clusters Score -497324.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -497327.781250 Penalty: 2721.179688
	Iteration 48Q: 3 clusters Score -497327.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -497328.562500 Penalty: 2721.179688
	Iteration 49Q: 3 clusters Score -497328.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -497329.281250 Penalty: 2721.179688
	Iteration 50Q: 3 clusters Score -497329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -497329.812500 Penalty: 2721.179688
	Iteration 51Q: 3 clusters Score -497329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -497329.468750 Penalty: 2721.179688
	Iteration 52Q: 3 clusters Score -497329.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -497330.156250 Penalty: 2721.179688
	Iteration 53Q: 3 clusters Score -497330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -497331.187500 Penalty: 2721.179688
	Iteration 54Q: 3 clusters Score -497331.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -497332.125000 Penalty: 2721.179688
	Iteration 55Q: 3 clusters Score -497332.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -497333.781250 Penalty: 2721.179688
	Iteration 56Q: 3 clusters Score -497333.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -497335.437500 Penalty: 2721.179688
	Iteration 57Q: 3 clusters Score -497335.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -497336.375000 Penalty: 2721.179688
	Iteration 58Q: 3 clusters Score -497336.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -497339.437500 Penalty: 2721.179688
	Iteration 59Q: 3 clusters Score -497339.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -497341.343750 Penalty: 2721.179688
	Iteration 60F: 3 clusters Score -497341.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -497343.125000 Penalty: 2721.179688
	Iteration 61Q: 3 clusters Score -497343.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -497346.500000 Penalty: 2721.179688
	Iteration 62Q: 3 clusters Score -497346.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -497349.343750 Penalty: 2721.179688
	Iteration 63Q: 3 clusters Score -497349.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -497352.312500 Penalty: 2721.179688
	Iteration 64Q: 3 clusters Score -497352.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -497354.531250 Penalty: 2721.179688
	Iteration 65Q: 3 clusters Score -497354.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -497355.375000 Penalty: 2721.179688
	Iteration 66Q: 3 clusters Score -497355.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -497357.406250 Penalty: 2721.179688
	Iteration 67Q: 3 clusters Score -497357.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -497362.312500 Penalty: 2721.179688
	Iteration 68Q: 3 clusters Score -497362.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -497366.875000 Penalty: 2721.179688
	Iteration 69Q: 3 clusters Score -497366.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -497369.562500 Penalty: 2721.179688
	Iteration 70Q: 3 clusters Score -497369.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -497372.156250 Penalty: 2721.179688
	Iteration 71Q: 3 clusters Score -497372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -497373.375000 Penalty: 2721.179688
	Iteration 72Q: 3 clusters Score -497373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -497375.968750 Penalty: 2721.179688
	Iteration 73Q: 3 clusters Score -497376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -497378.593750 Penalty: 2721.179688
	Iteration 74Q: 3 clusters Score -497378.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -497379.625000 Penalty: 2721.179688
	Iteration 75Q: 3 clusters Score -497379.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -497381.437500 Penalty: 2721.179688
	Iteration 76Q: 3 clusters Score -497381.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -497384.437500 Penalty: 2721.179688
	Iteration 77Q: 3 clusters Score -497384.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -497387.718750 Penalty: 2721.179688
	Iteration 78Q: 3 clusters Score -497387.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -497391.812500 Penalty: 2721.179688
	Iteration 79Q: 3 clusters Score -497391.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -497395.687500 Penalty: 2721.179688
	Iteration 80F: 3 clusters Score -497395.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -497400.312500 Penalty: 2721.179688
	Iteration 81Q: 3 clusters Score -497400.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -497403.593750 Penalty: 2721.179688
	Iteration 82Q: 3 clusters Score -497403.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -497405.093750 Penalty: 2721.179688
	Iteration 83Q: 3 clusters Score -497405.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -497409.343750 Penalty: 2721.179688
	Iteration 84Q: 3 clusters Score -497409.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -497414.906250 Penalty: 2721.179688
	Iteration 85Q: 3 clusters Score -497414.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -497419.718750 Penalty: 2721.179688
	Iteration 86Q: 3 clusters Score -497419.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -497423.875000 Penalty: 2721.179688
	Iteration 87Q: 3 clusters Score -497423.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -497424.500000 Penalty: 2721.179688
	Iteration 88Q: 3 clusters Score -497424.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -497425.718750 Penalty: 2721.179688
	Iteration 89Q: 3 clusters Score -497425.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -497426.593750 Penalty: 2721.179688
	Iteration 90Q: 3 clusters Score -497426.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -497426.593750 Penalty: 2721.179688
	Iteration 91F: 3 clusters Score -497426.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Entering Unmasked Estep 
Score: -5362533.000000 Penalty: 1747.313477
	Iteration 0F: 2 clusters Score -5362533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -5331064.500000 Penalty: 3494.626953
	Iteration 0F: 3 clusters Score -5331064 nChanged 22007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -5343507.500000 Penalty: 3494.626953
	Iteration 1F: 3 clusters Score -5343508 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -5343913.000000 Penalty: 3494.626953
	Iteration 2Q: 3 clusters Score -5343913 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -5344387.500000 Penalty: 3494.626953
	Iteration 3Q: 3 clusters Score -5344388 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -5344862.500000 Penalty: 3494.626953
	Iteration 4Q: 3 clusters Score -5344862 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -5345518.500000 Penalty: 3494.626953
	Iteration 5Q: 3 clusters Score -5345518 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -5346498.000000 Penalty: 3494.626953
	Iteration 6Q: 3 clusters Score -5346498 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -5347903.500000 Penalty: 3494.626953
	Iteration 7F: 3 clusters Score -5347904 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -5349999.500000 Penalty: 3494.626953
	Iteration 8F: 3 clusters Score -5350000 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -5352742.000000 Penalty: 3494.626953
	Iteration 9F: 3 clusters Score -5352742 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -5355728.000000 Penalty: 3494.626953
	Iteration 10F: 3 clusters Score -5355728 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -5358109.500000 Penalty: 3494.626953
	Iteration 11F: 3 clusters Score -5358110 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -5359656.000000 Penalty: 3494.626953
	Iteration 12Q: 3 clusters Score -5359656 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -5360351.500000 Penalty: 3494.626953
	Iteration 13Q: 3 clusters Score -5360352 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -5360681.500000 Penalty: 3494.626953
	Iteration 14Q: 3 clusters Score -5360682 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -5360849.500000 Penalty: 3494.626953
	Iteration 15Q: 3 clusters Score -5360850 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -5360931.000000 Penalty: 3494.626953
	Iteration 16Q: 3 clusters Score -5360931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -5360982.500000 Penalty: 3494.626953
	Iteration 17Q: 3 clusters Score -5360982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -5361007.500000 Penalty: 3494.626953
	Iteration 18Q: 3 clusters Score -5361008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -5361016.500000 Penalty: 3494.626953
	Iteration 19Q: 3 clusters Score -5361016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -5361032.000000 Penalty: 3494.626953
	Iteration 20F: 3 clusters Score -5361032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -5361047.500000 Penalty: 3494.626953
	Iteration 21Q: 3 clusters Score -5361048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -5361044.000000 Penalty: 3494.626953
	Iteration 22Q: 3 clusters Score -5361044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -5361051.500000 Penalty: 3494.626953
	Iteration 23Q: 3 clusters Score -5361052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -5361051.000000 Penalty: 3494.626953
	Iteration 24Q: 3 clusters Score -5361051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -5361048.500000 Penalty: 3494.626953
	Iteration 25Q: 3 clusters Score -5361048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -5361053.000000 Penalty: 3494.626953
	Iteration 26Q: 3 clusters Score -5361053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -5361055.500000 Penalty: 3494.626953
	Iteration 27Q: 3 clusters Score -5361056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -5361057.000000 Penalty: 3494.626953
	Iteration 28Q: 3 clusters Score -5361057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -5361059.000000 Penalty: 3494.626953
	Iteration 29Q: 3 clusters Score -5361059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -5361062.000000 Penalty: 3494.626953
	Iteration 30Q: 3 clusters Score -5361062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -5361062.500000 Penalty: 3494.626953
	Iteration 31Q: 3 clusters Score -5361062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -5361064.500000 Penalty: 3494.626953
	Iteration 32Q: 3 clusters Score -5361064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -5361062.000000 Penalty: 3494.626953
	Iteration 33Q: 3 clusters Score -5361062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -5361061.500000 Penalty: 3494.626953
	Iteration 34Q: 3 clusters Score -5361062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -5361061.500000 Penalty: 3494.626953
	Iteration 35F: 3 clusters Score -5361062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Entering Unmasked Estep 
Score: -461875.312500 Penalty: 1347.009399
	Iteration 0F: 2 clusters Score -461875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -458547.875000 Penalty: 2694.018799
	Iteration 0F: 3 clusters Score -458547.9 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -459392.593750 Penalty: 2694.018799
	Iteration 1F: 3 clusters Score -459392.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -459541.968750 Penalty: 2694.018799
	Iteration 2F: 3 clusters Score -459542 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -459656.437500 Penalty: 2694.018799
	Iteration 3F: 3 clusters Score -459656.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -459745.218750 Penalty: 2694.018799
	Iteration 4Q: 3 clusters Score -459745.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -459833.500000 Penalty: 2694.018799
	Iteration 5Q: 3 clusters Score -459833.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -459916.031250 Penalty: 2694.018799
	Iteration 6Q: 3 clusters Score -459916 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -460006.687500 Penalty: 2694.018799
	Iteration 7Q: 3 clusters Score -460006.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -460108.031250 Penalty: 2694.018799
	Iteration 8Q: 3 clusters Score -460108 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -460220.093750 Penalty: 2694.018799
	Iteration 9Q: 3 clusters Score -460220.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -460331.906250 Penalty: 2694.018799
	Iteration 10Q: 3 clusters Score -460331.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -460444.812500 Penalty: 2694.018799
	Iteration 11Q: 3 clusters Score -460444.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -460554.000000 Penalty: 2694.018799
	Iteration 12Q: 3 clusters Score -460554 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -460637.125000 Penalty: 2694.018799
	Iteration 13Q: 3 clusters Score -460637.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -460703.812500 Penalty: 2694.018799
	Iteration 14Q: 3 clusters Score -460703.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -460752.343750 Penalty: 2694.018799
	Iteration 15Q: 3 clusters Score -460752.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -460781.062500 Penalty: 2694.018799
	Iteration 16Q: 3 clusters Score -460781.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -460803.937500 Penalty: 2694.018799
	Iteration 17Q: 3 clusters Score -460803.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -460813.343750 Penalty: 2694.018799
	Iteration 18Q: 3 clusters Score -460813.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -460819.437500 Penalty: 2694.018799
	Iteration 19Q: 3 clusters Score -460819.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -460823.500000 Penalty: 2694.018799
	Iteration 20F: 3 clusters Score -460823.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -460825.812500 Penalty: 2694.018799
	Iteration 21Q: 3 clusters Score -460825.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -460827.125000 Penalty: 2694.018799
	Iteration 22Q: 3 clusters Score -460827.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -460827.968750 Penalty: 2694.018799
	Iteration 23Q: 3 clusters Score -460828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -460828.281250 Penalty: 2694.018799
	Iteration 24Q: 3 clusters Score -460828.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -460828.187500 Penalty: 2694.018799
	Iteration 25Q: 3 clusters Score -460828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -460828.906250 Penalty: 2694.018799
	Iteration 26Q: 3 clusters Score -460828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -460829.687500 Penalty: 2694.018799
	Iteration 27Q: 3 clusters Score -460829.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -460830.500000 Penalty: 2694.018799
	Iteration 28Q: 3 clusters Score -460830.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -460830.625000 Penalty: 2694.018799
	Iteration 29Q: 3 clusters Score -460830.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -460832.375000 Penalty: 2694.018799
	Iteration 30Q: 3 clusters Score -460832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -460832.625000 Penalty: 2694.018799
	Iteration 31Q: 3 clusters Score -460832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -460834.375000 Penalty: 2694.018799
	Iteration 32Q: 3 clusters Score -460834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -460834.343750 Penalty: 2694.018799
	Iteration 33Q: 3 clusters Score -460834.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -460834.531250 Penalty: 2694.018799
	Iteration 34Q: 3 clusters Score -460834.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -460834.531250 Penalty: 2694.018799
	Iteration 35F: 3 clusters Score -460834.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -196334.296875 Penalty: 1216.756714
	Iteration 0F: 2 clusters Score -196334.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -194375.500000 Penalty: 2433.513428
	Iteration 0F: 3 clusters Score -194375.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -194772.421875 Penalty: 2433.513428
	Iteration 1F: 3 clusters Score -194772.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -194876.281250 Penalty: 2433.513428
	Iteration 2F: 3 clusters Score -194876.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -194957.218750 Penalty: 2433.513428
	Iteration 3F: 3 clusters Score -194957.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -195019.546875 Penalty: 2433.513428
	Iteration 4Q: 3 clusters Score -195019.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -195066.687500 Penalty: 2433.513428
	Iteration 5Q: 3 clusters Score -195066.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -195099.171875 Penalty: 2433.513428
	Iteration 6Q: 3 clusters Score -195099.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -195131.125000 Penalty: 2433.513428
	Iteration 7Q: 3 clusters Score -195131.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -195163.296875 Penalty: 2433.513428
	Iteration 8Q: 3 clusters Score -195163.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -195209.187500 Penalty: 2433.513428
	Iteration 9Q: 3 clusters Score -195209.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -195254.140625 Penalty: 2433.513428
	Iteration 10Q: 3 clusters Score -195254.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -195297.390625 Penalty: 2433.513428
	Iteration 11Q: 3 clusters Score -195297.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -195340.765625 Penalty: 2433.513428
	Iteration 12Q: 3 clusters Score -195340.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -195381.171875 Penalty: 2433.513428
	Iteration 13Q: 3 clusters Score -195381.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -195405.343750 Penalty: 2433.513428
	Iteration 14Q: 3 clusters Score -195405.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -195420.781250 Penalty: 2433.513428
	Iteration 15Q: 3 clusters Score -195420.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -195440.921875 Penalty: 2433.513428
	Iteration 16Q: 3 clusters Score -195440.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -195450.218750 Penalty: 2433.513428
	Iteration 17Q: 3 clusters Score -195450.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -195456.265625 Penalty: 2433.513428
	Iteration 18Q: 3 clusters Score -195456.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -195460.453125 Penalty: 2433.513428
	Iteration 19Q: 3 clusters Score -195460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -195461.359375 Penalty: 2433.513428
	Iteration 20F: 3 clusters Score -195461.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -195464.078125 Penalty: 2433.513428
	Iteration 21Q: 3 clusters Score -195464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -195467.812500 Penalty: 2433.513428
	Iteration 22Q: 3 clusters Score -195467.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -195471.312500 Penalty: 2433.513428
	Iteration 23Q: 3 clusters Score -195471.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -195475.328125 Penalty: 2433.513428
	Iteration 24Q: 3 clusters Score -195475.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -195479.062500 Penalty: 2433.513428
	Iteration 25Q: 3 clusters Score -195479.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -195481.046875 Penalty: 2433.513428
	Iteration 26Q: 3 clusters Score -195481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -195482.640625 Penalty: 2433.513428
	Iteration 27Q: 3 clusters Score -195482.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -195485.781250 Penalty: 2433.513428
	Iteration 28Q: 3 clusters Score -195485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -195489.937500 Penalty: 2433.513428
	Iteration 29Q: 3 clusters Score -195489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -195491.125000 Penalty: 2433.513428
	Iteration 30Q: 3 clusters Score -195491.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -195491.968750 Penalty: 2433.513428
	Iteration 31Q: 3 clusters Score -195492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -195491.968750 Penalty: 2433.513428
	Iteration 32F: 3 clusters Score -195492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -18317.166016 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -18317.17 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 89 members 
Entering Unmasked Estep 
Score: -17680.283203 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -17680.28 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17863.300781 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -17863.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17904.490234 Penalty: 1728.389038
	Iteration 2Q: 3 clusters Score -17904.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17916.564453 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -17916.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17921.021484 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -17921.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17925.066406 Penalty: 1728.389038
	Iteration 5Q: 3 clusters Score -17925.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -17932.970703 Penalty: 1728.389038
	Iteration 6Q: 3 clusters Score -17932.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -17937.792969 Penalty: 1728.389038
	Iteration 7Q: 3 clusters Score -17937.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -17937.792969 Penalty: 1728.389038
	Iteration 8F: 3 clusters Score -17937.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (89810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Entering Unmasked Estep 
Score: -10472563.000000 Penalty: 1853.385864
	Iteration 0F: 2 clusters Score -1.047256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -10413902.000000 Penalty: 3706.771729
	Iteration 0F: 3 clusters Score -1.04139e+07 nChanged 42695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -10438368.000000 Penalty: 3706.771729
	Iteration 1F: 3 clusters Score -1.043837e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -10438966.000000 Penalty: 3706.771729
	Iteration 2Q: 3 clusters Score -1.043897e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -10439687.000000 Penalty: 3706.771729
	Iteration 3Q: 3 clusters Score -1.043969e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -10440711.000000 Penalty: 3706.771729
	Iteration 4Q: 3 clusters Score -1.044071e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -10442555.000000 Penalty: 3706.771729
	Iteration 5Q: 3 clusters Score -1.044256e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -10445712.000000 Penalty: 3706.771729
	Iteration 6F: 3 clusters Score -1.044571e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -10450914.000000 Penalty: 3706.771729
	Iteration 7F: 3 clusters Score -1.045091e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -10457430.000000 Penalty: 3706.771729
	Iteration 8F: 3 clusters Score -1.045743e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79747 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -10463430.000000 Penalty: 3706.771729
	Iteration 9F: 3 clusters Score -1.046343e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83948 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -10467210.000000 Penalty: 3706.771729
	Iteration 10Q: 3 clusters Score -1.046721e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86367 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -10469217.000000 Penalty: 3706.771729
	Iteration 11Q: 3 clusters Score -1.046922e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87744 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -10470087.000000 Penalty: 3706.771729
	Iteration 12Q: 3 clusters Score -1.047009e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88478 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -10470567.000000 Penalty: 3706.771729
	Iteration 13Q: 3 clusters Score -1.047057e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88860 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10470776.000000 Penalty: 3706.771729
	Iteration 14Q: 3 clusters Score -1.047078e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10470868.000000 Penalty: 3706.771729
	Iteration 15Q: 3 clusters Score -1.047087e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10470933.000000 Penalty: 3706.771729
	Iteration 16Q: 3 clusters Score -1.047093e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10470981.000000 Penalty: 3706.771729
	Iteration 17Q: 3 clusters Score -1.047098e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -10471002.000000 Penalty: 3706.771729
	Iteration 18Q: 3 clusters Score -1.0471e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89338 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10471022.000000 Penalty: 3706.771729
	Iteration 19Q: 3 clusters Score -1.047102e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89364 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10471047.000000 Penalty: 3706.771729
	Iteration 20F: 3 clusters Score -1.047105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89385 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10471055.000000 Penalty: 3706.771729
	Iteration 21Q: 3 clusters Score -1.047106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10471071.000000 Penalty: 3706.771729
	Iteration 22Q: 3 clusters Score -1.047107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89409 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10471065.000000 Penalty: 3706.771729
	Iteration 23Q: 3 clusters Score -1.047106e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89421 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10471083.000000 Penalty: 3706.771729
	Iteration 24Q: 3 clusters Score -1.047108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10471085.000000 Penalty: 3706.771729
	Iteration 25Q: 3 clusters Score -1.047108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89438 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10471087.000000 Penalty: 3706.771729
	Iteration 26Q: 3 clusters Score -1.047109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89442 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10471092.000000 Penalty: 3706.771729
	Iteration 27Q: 3 clusters Score -1.047109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89443 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10471093.000000 Penalty: 3706.771729
	Iteration 28Q: 3 clusters Score -1.047109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89443 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10471093.000000 Penalty: 3706.771729
	Iteration 29F: 3 clusters Score -1.047109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (87671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87671 members 
Entering Unmasked Estep 
Score: -10127535.000000 Penalty: 1849.468872
	Iteration 0F: 2 clusters Score -1.012754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -10069876.000000 Penalty: 3698.937744
	Iteration 0F: 3 clusters Score -1.006988e+07 nChanged 41723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -10094118.000000 Penalty: 3698.937744
	Iteration 1F: 3 clusters Score -1.009412e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -10095263.000000 Penalty: 3698.937744
	Iteration 2Q: 3 clusters Score -1.009526e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -10097279.000000 Penalty: 3698.937744
	Iteration 3F: 3 clusters Score -1.009728e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -10100738.000000 Penalty: 3698.937744
	Iteration 4F: 3 clusters Score -1.010074e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -10106541.000000 Penalty: 3698.937744
	Iteration 5F: 3 clusters Score -1.010654e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -10114245.000000 Penalty: 3698.937744
	Iteration 6F: 3 clusters Score -1.011424e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -10120801.000000 Penalty: 3698.937744
	Iteration 7F: 3 clusters Score -1.01208e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -10124220.000000 Penalty: 3698.937744
	Iteration 8Q: 3 clusters Score -1.012422e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10125270.000000 Penalty: 3698.937744
	Iteration 9Q: 3 clusters Score -1.012527e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87294 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10125629.000000 Penalty: 3698.937744
	Iteration 10Q: 3 clusters Score -1.012563e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10125789.000000 Penalty: 3698.937744
	Iteration 11Q: 3 clusters Score -1.012579e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10125851.000000 Penalty: 3698.937744
	Iteration 12Q: 3 clusters Score -1.012585e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10125881.000000 Penalty: 3698.937744
	Iteration 13Q: 3 clusters Score -1.012588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87488 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10125895.000000 Penalty: 3698.937744
	Iteration 14Q: 3 clusters Score -1.01259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -10125909.000000 Penalty: 3698.937744
	Iteration 15Q: 3 clusters Score -1.012591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10125924.000000 Penalty: 3698.937744
	Iteration 16Q: 3 clusters Score -1.012592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10125929.000000 Penalty: 3698.937744
	Iteration 17Q: 3 clusters Score -1.012593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10125935.000000 Penalty: 3698.937744
	Iteration 18Q: 3 clusters Score -1.012594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87496 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10125936.000000 Penalty: 3698.937744
	Iteration 19Q: 3 clusters Score -1.012594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10125938.000000 Penalty: 3698.937744
	Iteration 20F: 3 clusters Score -1.012594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87496 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10125936.000000 Penalty: 3698.937744
	Iteration 21Q: 3 clusters Score -1.012594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87496 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10125936.000000 Penalty: 3698.937744
	Iteration 22F: 3 clusters Score -1.012594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Entering Unmasked Estep 
Score: -4360964.000000 Penalty: 1719.266113
	Iteration 0F: 2 clusters Score -4360964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -4334633.000000 Penalty: 3438.532227
	Iteration 0F: 3 clusters Score -4334633 nChanged 18151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -4344813.500000 Penalty: 3438.532227
	Iteration 1F: 3 clusters Score -4344814 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -4345247.000000 Penalty: 3438.532227
	Iteration 2Q: 3 clusters Score -4345247 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -4345720.500000 Penalty: 3438.532227
	Iteration 3Q: 3 clusters Score -4345720 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -4346366.500000 Penalty: 3438.532227
	Iteration 4Q: 3 clusters Score -4346366 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -4347298.000000 Penalty: 3438.532227
	Iteration 5Q: 3 clusters Score -4347298 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -4348492.500000 Penalty: 3438.532227
	Iteration 6F: 3 clusters Score -4348492 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -4350152.500000 Penalty: 3438.532227
	Iteration 7F: 3 clusters Score -4350152 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -4352252.000000 Penalty: 3438.532227
	Iteration 8F: 3 clusters Score -4352252 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -4354476.500000 Penalty: 3438.532227
	Iteration 9F: 3 clusters Score -4354476 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4356308.500000 Penalty: 3438.532227
	Iteration 10F: 3 clusters Score -4356308 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -4357588.500000 Penalty: 3438.532227
	Iteration 11Q: 3 clusters Score -4357588 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -4358358.500000 Penalty: 3438.532227
	Iteration 12Q: 3 clusters Score -4358358 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -4358822.000000 Penalty: 3438.532227
	Iteration 13Q: 3 clusters Score -4358822 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -4359106.000000 Penalty: 3438.532227
	Iteration 14Q: 3 clusters Score -4359106 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -4359319.000000 Penalty: 3438.532227
	Iteration 15Q: 3 clusters Score -4359319 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -4359464.500000 Penalty: 3438.532227
	Iteration 16Q: 3 clusters Score -4359464 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -4359577.500000 Penalty: 3438.532227
	Iteration 17Q: 3 clusters Score -4359578 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -4359651.000000 Penalty: 3438.532227
	Iteration 18Q: 3 clusters Score -4359651 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -4359706.000000 Penalty: 3438.532227
	Iteration 19Q: 3 clusters Score -4359706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -4359751.000000 Penalty: 3438.532227
	Iteration 20F: 3 clusters Score -4359751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -4359802.000000 Penalty: 3438.532227
	Iteration 21Q: 3 clusters Score -4359802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -4359846.500000 Penalty: 3438.532227
	Iteration 22Q: 3 clusters Score -4359846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -4359883.000000 Penalty: 3438.532227
	Iteration 23Q: 3 clusters Score -4359883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -4359908.500000 Penalty: 3438.532227
	Iteration 24Q: 3 clusters Score -4359908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -4359935.000000 Penalty: 3438.532227
	Iteration 25Q: 3 clusters Score -4359935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -4359951.000000 Penalty: 3438.532227
	Iteration 26Q: 3 clusters Score -4359951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -4359965.000000 Penalty: 3438.532227
	Iteration 27Q: 3 clusters Score -4359965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -4359978.500000 Penalty: 3438.532227
	Iteration 28Q: 3 clusters Score -4359978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -4359993.000000 Penalty: 3438.532227
	Iteration 29Q: 3 clusters Score -4359993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -4360003.500000 Penalty: 3438.532227
	Iteration 30Q: 3 clusters Score -4360004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -4360012.500000 Penalty: 3438.532227
	Iteration 31Q: 3 clusters Score -4360012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -4360011.500000 Penalty: 3438.532227
	Iteration 32Q: 3 clusters Score -4360012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -4360020.000000 Penalty: 3438.532227
	Iteration 33Q: 3 clusters Score -4360020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -4360020.000000 Penalty: 3438.532227
	Iteration 34Q: 3 clusters Score -4360020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -4360022.000000 Penalty: 3438.532227
	Iteration 35Q: 3 clusters Score -4360022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -4360020.500000 Penalty: 3438.532227
	Iteration 36Q: 3 clusters Score -4360020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -4360023.000000 Penalty: 3438.532227
	Iteration 37Q: 3 clusters Score -4360023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -4360020.500000 Penalty: 3438.532227
	Iteration 38Q: 3 clusters Score -4360020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -4360026.000000 Penalty: 3438.532227
	Iteration 39Q: 3 clusters Score -4360026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -4360027.500000 Penalty: 3438.532227
	Iteration 40F: 3 clusters Score -4360028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -4360027.000000 Penalty: 3438.532227
	Iteration 41Q: 3 clusters Score -4360027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -4360027.000000 Penalty: 3438.532227
	Iteration 42F: 3 clusters Score -4360027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Entering Unmasked Estep 
Score: -1282877.250000 Penalty: 1514.165039
	Iteration 0F: 2 clusters Score -1282877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1274958.750000 Penalty: 3028.330078
	Iteration 0F: 3 clusters Score -1274959 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1277471.375000 Penalty: 3028.330078
	Iteration 1F: 3 clusters Score -1277471 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1277692.000000 Penalty: 3028.330078
	Iteration 2F: 3 clusters Score -1277692 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1277867.500000 Penalty: 3028.330078
	Iteration 3Q: 3 clusters Score -1277868 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1278015.375000 Penalty: 3028.330078
	Iteration 4Q: 3 clusters Score -1278015 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1278146.125000 Penalty: 3028.330078
	Iteration 5Q: 3 clusters Score -1278146 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1278295.500000 Penalty: 3028.330078
	Iteration 6Q: 3 clusters Score -1278296 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1278512.750000 Penalty: 3028.330078
	Iteration 7Q: 3 clusters Score -1278513 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1278800.125000 Penalty: 3028.330078
	Iteration 8Q: 3 clusters Score -1278800 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1279213.375000 Penalty: 3028.330078
	Iteration 9Q: 3 clusters Score -1279213 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1279733.750000 Penalty: 3028.330078
	Iteration 10F: 3 clusters Score -1279734 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1280346.125000 Penalty: 3028.330078
	Iteration 11F: 3 clusters Score -1280346 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1280982.375000 Penalty: 3028.330078
	Iteration 12F: 3 clusters Score -1280982 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1281660.875000 Penalty: 3028.330078
	Iteration 13F: 3 clusters Score -1281661 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1282194.500000 Penalty: 3028.330078
	Iteration 14F: 3 clusters Score -1282194 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1282446.875000 Penalty: 3028.330078
	Iteration 15Q: 3 clusters Score -1282447 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1282547.250000 Penalty: 3028.330078
	Iteration 16Q: 3 clusters Score -1282547 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1282576.500000 Penalty: 3028.330078
	Iteration 17Q: 3 clusters Score -1282576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1282584.625000 Penalty: 3028.330078
	Iteration 18Q: 3 clusters Score -1282585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1282591.250000 Penalty: 3028.330078
	Iteration 19Q: 3 clusters Score -1282591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1282591.375000 Penalty: 3028.330078
	Iteration 20F: 3 clusters Score -1282591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1282595.125000 Penalty: 3028.330078
	Iteration 21Q: 3 clusters Score -1282595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1282596.500000 Penalty: 3028.330078
	Iteration 22Q: 3 clusters Score -1282596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1282598.250000 Penalty: 3028.330078
	Iteration 23Q: 3 clusters Score -1282598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1282602.250000 Penalty: 3028.330078
	Iteration 24Q: 3 clusters Score -1282602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1282601.750000 Penalty: 3028.330078
	Iteration 25Q: 3 clusters Score -1282602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1282602.500000 Penalty: 3028.330078
	Iteration 26Q: 3 clusters Score -1282602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1282603.750000 Penalty: 3028.330078
	Iteration 27Q: 3 clusters Score -1282604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1282604.625000 Penalty: 3028.330078
	Iteration 28Q: 3 clusters Score -1282605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1282605.875000 Penalty: 3028.330078
	Iteration 29Q: 3 clusters Score -1282606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1282605.750000 Penalty: 3028.330078
	Iteration 30Q: 3 clusters Score -1282606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1282604.750000 Penalty: 3028.330078
	Iteration 31Q: 3 clusters Score -1282605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1282604.750000 Penalty: 3028.330078
	Iteration 32F: 3 clusters Score -1282605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (73882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Entering Unmasked Estep 
Score: -8620235.000000 Penalty: 1821.661377
	Iteration 0F: 2 clusters Score -8620235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -8570736.000000 Penalty: 3643.322754
	Iteration 0F: 3 clusters Score -8570736 nChanged 34978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -8591027.000000 Penalty: 3643.322754
	Iteration 1F: 3 clusters Score -8591027 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -8591922.000000 Penalty: 3643.322754
	Iteration 2Q: 3 clusters Score -8591922 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -8593477.000000 Penalty: 3643.322754
	Iteration 3Q: 3 clusters Score -8593477 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -8596245.000000 Penalty: 3643.322754
	Iteration 4F: 3 clusters Score -8596245 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 56295 members 
Entering Unmasked Estep 
Score: -8600936.000000 Penalty: 3643.322754
	Iteration 5F: 3 clusters Score -8600936 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -8607596.000000 Penalty: 3643.322754
	Iteration 6F: 3 clusters Score -8607596 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -8613688.000000 Penalty: 3643.322754
	Iteration 7F: 3 clusters Score -8613688 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -8617051.000000 Penalty: 3643.322754
	Iteration 8Q: 3 clusters Score -8617051 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 73457 members 
Entering Unmasked Estep 
Score: -8618153.000000 Penalty: 3643.322754
	Iteration 9Q: 3 clusters Score -8618153 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -8618461.000000 Penalty: 3643.322754
	Iteration 10Q: 3 clusters Score -8618461 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 73762 members 
Entering Unmasked Estep 
Score: -8618561.000000 Penalty: 3643.322754
	Iteration 11Q: 3 clusters Score -8618561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -8618608.000000 Penalty: 3643.322754
	Iteration 12Q: 3 clusters Score -8618608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -8618610.000000 Penalty: 3643.322754
	Iteration 13Q: 3 clusters Score -8618610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -8618610.000000 Penalty: 3643.322754
	Iteration 14F: 3 clusters Score -8618610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Entering Unmasked Estep 
Score: -385890.593750 Penalty: 1321.230225
	Iteration 0F: 2 clusters Score -385890.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -382932.250000 Penalty: 2642.460449
	Iteration 0F: 3 clusters Score -382932.2 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -383643.343750 Penalty: 2642.460449
	Iteration 1F: 3 clusters Score -383643.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -383767.750000 Penalty: 2642.460449
	Iteration 2F: 3 clusters Score -383767.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -383848.500000 Penalty: 2642.460449
	Iteration 3Q: 3 clusters Score -383848.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -383908.531250 Penalty: 2642.460449
	Iteration 4Q: 3 clusters Score -383908.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -383948.250000 Penalty: 2642.460449
	Iteration 5Q: 3 clusters Score -383948.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -383976.500000 Penalty: 2642.460449
	Iteration 6Q: 3 clusters Score -383976.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -383996.687500 Penalty: 2642.460449
	Iteration 7Q: 3 clusters Score -383996.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -384012.593750 Penalty: 2642.460449
	Iteration 8Q: 3 clusters Score -384012.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -384023.437500 Penalty: 2642.460449
	Iteration 9Q: 3 clusters Score -384023.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -384033.500000 Penalty: 2642.460449
	Iteration 10Q: 3 clusters Score -384033.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -384044.281250 Penalty: 2642.460449
	Iteration 11Q: 3 clusters Score -384044.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -384061.218750 Penalty: 2642.460449
	Iteration 12Q: 3 clusters Score -384061.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -384074.375000 Penalty: 2642.460449
	Iteration 13Q: 3 clusters Score -384074.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -384086.593750 Penalty: 2642.460449
	Iteration 14Q: 3 clusters Score -384086.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -384094.968750 Penalty: 2642.460449
	Iteration 15Q: 3 clusters Score -384095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -384102.781250 Penalty: 2642.460449
	Iteration 16Q: 3 clusters Score -384102.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -384107.593750 Penalty: 2642.460449
	Iteration 17Q: 3 clusters Score -384107.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -384114.531250 Penalty: 2642.460449
	Iteration 18Q: 3 clusters Score -384114.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -384122.000000 Penalty: 2642.460449
	Iteration 19Q: 3 clusters Score -384122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -384130.218750 Penalty: 2642.460449
	Iteration 20F: 3 clusters Score -384130.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -384139.687500 Penalty: 2642.460449
	Iteration 21Q: 3 clusters Score -384139.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -384149.500000 Penalty: 2642.460449
	Iteration 22Q: 3 clusters Score -384149.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -384161.750000 Penalty: 2642.460449
	Iteration 23Q: 3 clusters Score -384161.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -384176.375000 Penalty: 2642.460449
	Iteration 24Q: 3 clusters Score -384176.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -384197.312500 Penalty: 2642.460449
	Iteration 25Q: 3 clusters Score -384197.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -384221.062500 Penalty: 2642.460449
	Iteration 26Q: 3 clusters Score -384221.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -384246.562500 Penalty: 2642.460449
	Iteration 27Q: 3 clusters Score -384246.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -384277.812500 Penalty: 2642.460449
	Iteration 28Q: 3 clusters Score -384277.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -384313.812500 Penalty: 2642.460449
	Iteration 29Q: 3 clusters Score -384313.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -384341.531250 Penalty: 2642.460449
	Iteration 30Q: 3 clusters Score -384341.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -384367.281250 Penalty: 2642.460449
	Iteration 31Q: 3 clusters Score -384367.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -384386.437500 Penalty: 2642.460449
	Iteration 32Q: 3 clusters Score -384386.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -384410.343750 Penalty: 2642.460449
	Iteration 33Q: 3 clusters Score -384410.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -384444.281250 Penalty: 2642.460449
	Iteration 34Q: 3 clusters Score -384444.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -384491.875000 Penalty: 2642.460449
	Iteration 35Q: 3 clusters Score -384491.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -384537.625000 Penalty: 2642.460449
	Iteration 36Q: 3 clusters Score -384537.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -384573.625000 Penalty: 2642.460449
	Iteration 37Q: 3 clusters Score -384573.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -384605.781250 Penalty: 2642.460449
	Iteration 38Q: 3 clusters Score -384605.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -384634.593750 Penalty: 2642.460449
	Iteration 39Q: 3 clusters Score -384634.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -384658.031250 Penalty: 2642.460449
	Iteration 40F: 3 clusters Score -384658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -384671.250000 Penalty: 2642.460449
	Iteration 41Q: 3 clusters Score -384671.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -384683.218750 Penalty: 2642.460449
	Iteration 42Q: 3 clusters Score -384683.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -384696.437500 Penalty: 2642.460449
	Iteration 43Q: 3 clusters Score -384696.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -384709.250000 Penalty: 2642.460449
	Iteration 44Q: 3 clusters Score -384709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -384719.500000 Penalty: 2642.460449
	Iteration 45Q: 3 clusters Score -384719.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -384728.062500 Penalty: 2642.460449
	Iteration 46Q: 3 clusters Score -384728.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -384731.718750 Penalty: 2642.460449
	Iteration 47Q: 3 clusters Score -384731.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -384732.750000 Penalty: 2642.460449
	Iteration 48Q: 3 clusters Score -384732.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -384732.750000 Penalty: 2642.460449
	Iteration 49F: 3 clusters Score -384732.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -101825.476562 Penalty: 1118.895264
	Iteration 0F: 2 clusters Score -101825.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100401.171875 Penalty: 2237.790527
	Iteration 0F: 3 clusters Score -100401.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100651.085938 Penalty: 2237.790527
	Iteration 1F: 3 clusters Score -100651.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -100738.773438 Penalty: 2237.790527
	Iteration 2F: 3 clusters Score -100738.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100778.554688 Penalty: 2237.790527
	Iteration 3Q: 3 clusters Score -100778.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100805.554688 Penalty: 2237.790527
	Iteration 4Q: 3 clusters Score -100805.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100831.140625 Penalty: 2237.790527
	Iteration 5Q: 3 clusters Score -100831.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100846.015625 Penalty: 2237.790527
	Iteration 6Q: 3 clusters Score -100846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -100852.867188 Penalty: 2237.790527
	Iteration 7Q: 3 clusters Score -100852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100856.953125 Penalty: 2237.790527
	Iteration 8Q: 3 clusters Score -100857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100858.320312 Penalty: 2237.790527
	Iteration 9Q: 3 clusters Score -100858.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100860.062500 Penalty: 2237.790527
	Iteration 10Q: 3 clusters Score -100860.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100862.101562 Penalty: 2237.790527
	Iteration 11Q: 3 clusters Score -100862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100863.078125 Penalty: 2237.790527
	Iteration 12Q: 3 clusters Score -100863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100863.875000 Penalty: 2237.790527
	Iteration 13Q: 3 clusters Score -100863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100864.531250 Penalty: 2237.790527
	Iteration 14Q: 3 clusters Score -100864.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100866.015625 Penalty: 2237.790527
	Iteration 15Q: 3 clusters Score -100866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100866.015625 Penalty: 2237.790527
	Iteration 16F: 3 clusters Score -100866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (71766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71766 members 
Entering Unmasked Estep 
Score: -8322087.000000 Penalty: 1816.939453
	Iteration 0F: 2 clusters Score -8322087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -8274198.000000 Penalty: 3633.878906
	Iteration 0F: 3 clusters Score -8274198 nChanged 34061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -8293699.500000 Penalty: 3633.878906
	Iteration 1F: 3 clusters Score -8293700 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -8294453.000000 Penalty: 3633.878906
	Iteration 2Q: 3 clusters Score -8294453 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -8295494.000000 Penalty: 3633.878906
	Iteration 3Q: 3 clusters Score -8295494 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -8297390.000000 Penalty: 3633.878906
	Iteration 4F: 3 clusters Score -8297390 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -8300739.000000 Penalty: 3633.878906
	Iteration 5F: 3 clusters Score -8300739 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -8306155.500000 Penalty: 3633.878906
	Iteration 6F: 3 clusters Score -8306156 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -8312605.000000 Penalty: 3633.878906
	Iteration 7F: 3 clusters Score -8312605 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -8317425.000000 Penalty: 3633.878906
	Iteration 8F: 3 clusters Score -8317425 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -8319565.500000 Penalty: 3633.878906
	Iteration 9Q: 3 clusters Score -8319566 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 71444 members 
Entering Unmasked Estep 
Score: -8320161.500000 Penalty: 3633.878906
	Iteration 10Q: 3 clusters Score -8320162 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 71594 members 
Entering Unmasked Estep 
Score: -8320348.500000 Penalty: 3633.878906
	Iteration 11Q: 3 clusters Score -8320348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -8320407.500000 Penalty: 3633.878906
	Iteration 12Q: 3 clusters Score -8320408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 71650 members 
Entering Unmasked Estep 
Score: -8320452.000000 Penalty: 3633.878906
	Iteration 13Q: 3 clusters Score -8320452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -8320466.500000 Penalty: 3633.878906
	Iteration 14Q: 3 clusters Score -8320466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -8320469.500000 Penalty: 3633.878906
	Iteration 15Q: 3 clusters Score -8320470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -8320475.000000 Penalty: 3633.878906
	Iteration 16Q: 3 clusters Score -8320475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -8320486.000000 Penalty: 3633.878906
	Iteration 17Q: 3 clusters Score -8320486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -8320486.000000 Penalty: 3633.878906
	Iteration 18F: 3 clusters Score -8320486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Entering Unmasked Estep 
Score: -1574948.750000 Penalty: 1545.206421
	Iteration 0F: 2 clusters Score -1574949 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 6688 members 
Entering Unmasked Estep 
Score: -1565521.125000 Penalty: 3090.412842
	Iteration 0F: 3 clusters Score -1565521 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1568762.125000 Penalty: 3090.412842
	Iteration 1F: 3 clusters Score -1568762 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1569141.875000 Penalty: 3090.412842
	Iteration 2F: 3 clusters Score -1569142 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1569533.375000 Penalty: 3090.412842
	Iteration 3F: 3 clusters Score -1569533 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1569959.625000 Penalty: 3090.412842
	Iteration 4F: 3 clusters Score -1569960 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1570454.125000 Penalty: 3090.412842
	Iteration 5F: 3 clusters Score -1570454 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1571075.125000 Penalty: 3090.412842
	Iteration 6F: 3 clusters Score -1571075 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1571649.125000 Penalty: 3090.412842
	Iteration 7F: 3 clusters Score -1571649 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1572158.500000 Penalty: 3090.412842
	Iteration 8F: 3 clusters Score -1572158 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1572507.875000 Penalty: 3090.412842
	Iteration 9Q: 3 clusters Score -1572508 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1572721.375000 Penalty: 3090.412842
	Iteration 10Q: 3 clusters Score -1572721 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1572911.125000 Penalty: 3090.412842
	Iteration 11Q: 3 clusters Score -1572911 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1573102.375000 Penalty: 3090.412842
	Iteration 12Q: 3 clusters Score -1573102 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1573277.625000 Penalty: 3090.412842
	Iteration 13Q: 3 clusters Score -1573278 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1573422.500000 Penalty: 3090.412842
	Iteration 14Q: 3 clusters Score -1573422 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1573507.375000 Penalty: 3090.412842
	Iteration 15Q: 3 clusters Score -1573507 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1573551.625000 Penalty: 3090.412842
	Iteration 16Q: 3 clusters Score -1573552 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1573576.375000 Penalty: 3090.412842
	Iteration 17Q: 3 clusters Score -1573576 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1573595.750000 Penalty: 3090.412842
	Iteration 18Q: 3 clusters Score -1573596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1573602.500000 Penalty: 3090.412842
	Iteration 19Q: 3 clusters Score -1573602 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1573612.125000 Penalty: 3090.412842
	Iteration 20F: 3 clusters Score -1573612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1573620.125000 Penalty: 3090.412842
	Iteration 21Q: 3 clusters Score -1573620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1573627.500000 Penalty: 3090.412842
	Iteration 22Q: 3 clusters Score -1573628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1573629.000000 Penalty: 3090.412842
	Iteration 23Q: 3 clusters Score -1573629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1573628.875000 Penalty: 3090.412842
	Iteration 24Q: 3 clusters Score -1573629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1573628.500000 Penalty: 3090.412842
	Iteration 25Q: 3 clusters Score -1573628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1573629.875000 Penalty: 3090.412842
	Iteration 26Q: 3 clusters Score -1573630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1573629.125000 Penalty: 3090.412842
	Iteration 27Q: 3 clusters Score -1573629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1573631.500000 Penalty: 3090.412842
	Iteration 28Q: 3 clusters Score -1573632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1573631.250000 Penalty: 3090.412842
	Iteration 29Q: 3 clusters Score -1573631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1573631.500000 Penalty: 3090.412842
	Iteration 30Q: 3 clusters Score -1573632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1573630.500000 Penalty: 3090.412842
	Iteration 31Q: 3 clusters Score -1573630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1573628.000000 Penalty: 3090.412842
	Iteration 32Q: 3 clusters Score -1573628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1573629.000000 Penalty: 3090.412842
	Iteration 33Q: 3 clusters Score -1573629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1573627.875000 Penalty: 3090.412842
	Iteration 34Q: 3 clusters Score -1573628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1573626.375000 Penalty: 3090.412842
	Iteration 35Q: 3 clusters Score -1573626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1573626.375000 Penalty: 3090.412842
	Iteration 36F: 3 clusters Score -1573626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Entering Unmasked Estep 
Score: -2652390.250000 Penalty: 1629.457275
	Iteration 0F: 2 clusters Score -2652390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2636959.750000 Penalty: 3258.914551
	Iteration 0F: 3 clusters Score -2636960 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2642506.500000 Penalty: 3258.914551
	Iteration 1F: 3 clusters Score -2642506 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2642796.750000 Penalty: 3258.914551
	Iteration 2Q: 3 clusters Score -2642797 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2643049.500000 Penalty: 3258.914551
	Iteration 3Q: 3 clusters Score -2643050 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2643287.500000 Penalty: 3258.914551
	Iteration 4Q: 3 clusters Score -2643288 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2643555.500000 Penalty: 3258.914551
	Iteration 5Q: 3 clusters Score -2643556 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2643842.500000 Penalty: 3258.914551
	Iteration 6Q: 3 clusters Score -2643842 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2644272.500000 Penalty: 3258.914551
	Iteration 7Q: 3 clusters Score -2644272 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2644877.000000 Penalty: 3258.914551
	Iteration 8Q: 3 clusters Score -2644877 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2645831.500000 Penalty: 3258.914551
	Iteration 9F: 3 clusters Score -2645832 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2647162.750000 Penalty: 3258.914551
	Iteration 10F: 3 clusters Score -2647163 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2648654.500000 Penalty: 3258.914551
	Iteration 11F: 3 clusters Score -2648654 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2649806.000000 Penalty: 3258.914551
	Iteration 12F: 3 clusters Score -2649806 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2650408.500000 Penalty: 3258.914551
	Iteration 13Q: 3 clusters Score -2650408 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2650691.500000 Penalty: 3258.914551
	Iteration 14Q: 3 clusters Score -2650692 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2650822.250000 Penalty: 3258.914551
	Iteration 15Q: 3 clusters Score -2650822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2650874.250000 Penalty: 3258.914551
	Iteration 16Q: 3 clusters Score -2650874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -2650900.500000 Penalty: 3258.914551
	Iteration 17Q: 3 clusters Score -2650900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2650912.750000 Penalty: 3258.914551
	Iteration 18Q: 3 clusters Score -2650913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2650915.750000 Penalty: 3258.914551
	Iteration 19Q: 3 clusters Score -2650916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2650920.500000 Penalty: 3258.914551
	Iteration 20F: 3 clusters Score -2650920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2650921.750000 Penalty: 3258.914551
	Iteration 21Q: 3 clusters Score -2650922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2650922.500000 Penalty: 3258.914551
	Iteration 22Q: 3 clusters Score -2650922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2650923.500000 Penalty: 3258.914551
	Iteration 23Q: 3 clusters Score -2650924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2650925.500000 Penalty: 3258.914551
	Iteration 24Q: 3 clusters Score -2650926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2650925.500000 Penalty: 3258.914551
	Iteration 25F: 3 clusters Score -2650926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 14273 members 
Mstep: Class 3 contains 14893 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 139896 members 
Mstep: Class 6 contains 151916 members 
Mstep: Class 7 contains 16733 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 68092 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 10488 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 46756 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89810 members 
Mstep: Class 19 contains 87671 members 
Mstep: Class 20 contains 39344 members 
Mstep: Class 21 contains 11136 members 
Mstep: Class 22 contains 73882 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 71766 members 
Mstep: Class 26 contains 13480 members 
Mstep: Class 27 contains 22639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109832.000000 Penalty: 60205.453125
Iteration 319Q: 28 clusters Score -1.021098e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 14273 members 
Mstep: Class 3 contains 14894 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 139875 members 
Mstep: Class 6 contains 151887 members 
Mstep: Class 7 contains 16745 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 68245 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 10488 members 
Mstep: Class 13 contains 4364 members 
Mstep: Class 14 contains 46756 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89833 members 
Mstep: Class 19 contains 87670 members 
Mstep: Class 20 contains 39340 members 
Mstep: Class 21 contains 11137 members 
Mstep: Class 22 contains 73722 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 71710 members 
Mstep: Class 26 contains 13470 members 
Mstep: Class 27 contains 22690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109776.000000 Penalty: 60205.453125
Iteration 320F: 28 clusters Score -1.021098e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 14272 members 
Mstep: Class 3 contains 14897 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 139847 members 
Mstep: Class 6 contains 151873 members 
Mstep: Class 7 contains 16757 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 68392 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 10488 members 
Mstep: Class 13 contains 4389 members 
Mstep: Class 14 contains 46758 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89862 members 
Mstep: Class 19 contains 87670 members 
Mstep: Class 20 contains 39338 members 
Mstep: Class 21 contains 11139 members 
Mstep: Class 22 contains 73571 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 71643 members 
Mstep: Class 26 contains 13454 members 
Mstep: Class 27 contains 22742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109712.000000 Penalty: 60205.453125
Iteration 321Q: 28 clusters Score -1.021097e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 14274 members 
Mstep: Class 3 contains 14896 members 
Mstep: Class 4 contains 581 members 
Mstep: Class 5 contains 139818 members 
Mstep: Class 6 contains 151876 members 
Mstep: Class 7 contains 16764 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 68571 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 10489 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 46758 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89887 members 
Mstep: Class 19 contains 87669 members 
Mstep: Class 20 contains 39337 members 
Mstep: Class 21 contains 11141 members 
Mstep: Class 22 contains 73392 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 71585 members 
Mstep: Class 26 contains 13436 members 
Mstep: Class 27 contains 22792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109704.000000 Penalty: 60205.453125
Iteration 322Q: 28 clusters Score -1.021097e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 14274 members 
Mstep: Class 3 contains 14893 members 
Mstep: Class 4 contains 582 members 
Mstep: Class 5 contains 139788 members 
Mstep: Class 6 contains 151873 members 
Mstep: Class 7 contains 16772 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 68774 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 10489 members 
Mstep: Class 13 contains 4426 members 
Mstep: Class 14 contains 46758 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89910 members 
Mstep: Class 19 contains 87673 members 
Mstep: Class 20 contains 39336 members 
Mstep: Class 21 contains 11142 members 
Mstep: Class 22 contains 73212 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 71517 members 
Mstep: Class 26 contains 13428 members 
Mstep: Class 27 contains 22821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109848.000000 Penalty: 60205.453125
Iteration 323Q: 28 clusters Score -1.021098e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 14274 members 
Mstep: Class 3 contains 14893 members 
Mstep: Class 4 contains 583 members 
Mstep: Class 5 contains 139784 members 
Mstep: Class 6 contains 151863 members 
Mstep: Class 7 contains 16781 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 69008 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 10486 members 
Mstep: Class 13 contains 4446 members 
Mstep: Class 14 contains 46754 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89928 members 
Mstep: Class 19 contains 87655 members 
Mstep: Class 20 contains 39337 members 
Mstep: Class 21 contains 11142 members 
Mstep: Class 22 contains 73002 members 
Mstep: Class 23 contains 3396 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 71449 members 
Mstep: Class 26 contains 13426 members 
Mstep: Class 27 contains 22854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109792.000000 Penalty: 60205.453125
Iteration 324Q: 28 clusters Score -1.021098e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 14275 members 
Mstep: Class 3 contains 14888 members 
Mstep: Class 4 contains 585 members 
Mstep: Class 5 contains 139772 members 
Mstep: Class 6 contains 151857 members 
Mstep: Class 7 contains 16796 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 69303 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 10486 members 
Mstep: Class 13 contains 4464 members 
Mstep: Class 14 contains 46748 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89924 members 
Mstep: Class 19 contains 87642 members 
Mstep: Class 20 contains 39338 members 
Mstep: Class 21 contains 11146 members 
Mstep: Class 22 contains 72762 members 
Mstep: Class 23 contains 3396 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 71366 members 
Mstep: Class 26 contains 13424 members 
Mstep: Class 27 contains 22892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109912.000000 Penalty: 60205.453125
Iteration 325Q: 28 clusters Score -1.021099e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 14277 members 
Mstep: Class 3 contains 14881 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 139755 members 
Mstep: Class 6 contains 151852 members 
Mstep: Class 7 contains 16817 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 69578 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 10487 members 
Mstep: Class 13 contains 4476 members 
Mstep: Class 14 contains 46741 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89922 members 
Mstep: Class 19 contains 87632 members 
Mstep: Class 20 contains 39342 members 
Mstep: Class 21 contains 11150 members 
Mstep: Class 22 contains 72561 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 71274 members 
Mstep: Class 26 contains 13415 members 
Mstep: Class 27 contains 22921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109936.000000 Penalty: 60205.453125
Iteration 326Q: 28 clusters Score -1.021099e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 14276 members 
Mstep: Class 3 contains 14882 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 139730 members 
Mstep: Class 6 contains 151862 members 
Mstep: Class 7 contains 16828 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 69829 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 10487 members 
Mstep: Class 13 contains 4489 members 
Mstep: Class 14 contains 46737 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89913 members 
Mstep: Class 19 contains 87621 members 
Mstep: Class 20 contains 39343 members 
Mstep: Class 21 contains 11154 members 
Mstep: Class 22 contains 72387 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 71174 members 
Mstep: Class 26 contains 13404 members 
Mstep: Class 27 contains 22962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110112.000000 Penalty: 60205.453125
Iteration 327Q: 28 clusters Score -1.021101e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 14277 members 
Mstep: Class 3 contains 14877 members 
Mstep: Class 4 contains 588 members 
Mstep: Class 5 contains 139706 members 
Mstep: Class 6 contains 151870 members 
Mstep: Class 7 contains 16843 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 70075 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 10487 members 
Mstep: Class 13 contains 4504 members 
Mstep: Class 14 contains 46729 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89881 members 
Mstep: Class 19 contains 87616 members 
Mstep: Class 20 contains 39340 members 
Mstep: Class 21 contains 11157 members 
Mstep: Class 22 contains 72242 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 71087 members 
Mstep: Class 26 contains 13395 members 
Mstep: Class 27 contains 22989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110208.000000 Penalty: 60205.453125
Iteration 328Q: 28 clusters Score -1.021102e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 14275 members 
Mstep: Class 3 contains 14871 members 
Mstep: Class 4 contains 588 members 
Mstep: Class 5 contains 139687 members 
Mstep: Class 6 contains 151869 members 
Mstep: Class 7 contains 16854 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 70314 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 10490 members 
Mstep: Class 13 contains 4522 members 
Mstep: Class 14 contains 46728 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89856 members 
Mstep: Class 19 contains 87609 members 
Mstep: Class 20 contains 39339 members 
Mstep: Class 21 contains 11162 members 
Mstep: Class 22 contains 72120 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 70980 members 
Mstep: Class 26 contains 13389 members 
Mstep: Class 27 contains 23012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110080.000000 Penalty: 60205.453125
Iteration 329Q: 28 clusters Score -1.021101e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 14274 members 
Mstep: Class 3 contains 14874 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 139661 members 
Mstep: Class 6 contains 151868 members 
Mstep: Class 7 contains 16866 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 70549 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 10493 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 46729 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89805 members 
Mstep: Class 19 contains 87597 members 
Mstep: Class 20 contains 39338 members 
Mstep: Class 21 contains 11166 members 
Mstep: Class 22 contains 72019 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 70880 members 
Mstep: Class 26 contains 13384 members 
Mstep: Class 27 contains 23033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110120.000000 Penalty: 60205.453125
Iteration 330Q: 28 clusters Score -1.021101e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 14274 members 
Mstep: Class 3 contains 14874 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 139637 members 
Mstep: Class 6 contains 151869 members 
Mstep: Class 7 contains 16882 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 70814 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 10497 members 
Mstep: Class 13 contains 4546 members 
Mstep: Class 14 contains 46727 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89736 members 
Mstep: Class 19 contains 87586 members 
Mstep: Class 20 contains 39340 members 
Mstep: Class 21 contains 11168 members 
Mstep: Class 22 contains 71898 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 70796 members 
Mstep: Class 26 contains 13381 members 
Mstep: Class 27 contains 23041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110016.000000 Penalty: 60205.453125
Iteration 331Q: 28 clusters Score -1.0211e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 14272 members 
Mstep: Class 3 contains 14872 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 139632 members 
Mstep: Class 6 contains 151866 members 
Mstep: Class 7 contains 16897 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 71081 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 10501 members 
Mstep: Class 13 contains 4564 members 
Mstep: Class 14 contains 46723 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89671 members 
Mstep: Class 19 contains 87574 members 
Mstep: Class 20 contains 39341 members 
Mstep: Class 21 contains 11170 members 
Mstep: Class 22 contains 71779 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 70703 members 
Mstep: Class 26 contains 13370 members 
Mstep: Class 27 contains 23054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110176.000000 Penalty: 60205.453125
Iteration 332Q: 28 clusters Score -1.021102e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 14267 members 
Mstep: Class 3 contains 14878 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 139623 members 
Mstep: Class 6 contains 151860 members 
Mstep: Class 7 contains 16907 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 71283 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 10503 members 
Mstep: Class 13 contains 4582 members 
Mstep: Class 14 contains 46717 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89615 members 
Mstep: Class 19 contains 87568 members 
Mstep: Class 20 contains 39341 members 
Mstep: Class 21 contains 11178 members 
Mstep: Class 22 contains 71728 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 70589 members 
Mstep: Class 26 contains 13362 members 
Mstep: Class 27 contains 23065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110240.000000 Penalty: 60205.453125
Iteration 333Q: 28 clusters Score -1.021102e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 14267 members 
Mstep: Class 3 contains 14886 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 139612 members 
Mstep: Class 6 contains 151855 members 
Mstep: Class 7 contains 16916 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 71489 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 10502 members 
Mstep: Class 13 contains 4606 members 
Mstep: Class 14 contains 46713 members 
Mstep: Class 15 contains 3974 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89551 members 
Mstep: Class 19 contains 87566 members 
Mstep: Class 20 contains 39341 members 
Mstep: Class 21 contains 11182 members 
Mstep: Class 22 contains 71678 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 70473 members 
Mstep: Class 26 contains 13358 members 
Mstep: Class 27 contains 23071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110216.000000 Penalty: 60205.453125
Iteration 334Q: 28 clusters Score -1.021102e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 14264 members 
Mstep: Class 3 contains 14890 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 139591 members 
Mstep: Class 6 contains 151867 members 
Mstep: Class 7 contains 16928 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 71705 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2197 members 
Mstep: Class 12 contains 10505 members 
Mstep: Class 13 contains 4628 members 
Mstep: Class 14 contains 46712 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89453 members 
Mstep: Class 19 contains 87538 members 
Mstep: Class 20 contains 39339 members 
Mstep: Class 21 contains 11185 members 
Mstep: Class 22 contains 71651 members 
Mstep: Class 23 contains 3393 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 70370 members 
Mstep: Class 26 contains 13354 members 
Mstep: Class 27 contains 23082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110312.000000 Penalty: 60205.453125
Iteration 335Q: 28 clusters Score -1.021103e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 14258 members 
Mstep: Class 3 contains 14887 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 139552 members 
Mstep: Class 6 contains 151881 members 
Mstep: Class 7 contains 16943 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 71917 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2197 members 
Mstep: Class 12 contains 10512 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 46715 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89355 members 
Mstep: Class 19 contains 87520 members 
Mstep: Class 20 contains 39338 members 
Mstep: Class 21 contains 11189 members 
Mstep: Class 22 contains 71643 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 70259 members 
Mstep: Class 26 contains 13351 members 
Mstep: Class 27 contains 23089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110320.000000 Penalty: 60205.453125
Iteration 336Q: 28 clusters Score -1.021103e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 14256 members 
Mstep: Class 3 contains 14887 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 139512 members 
Mstep: Class 6 contains 151906 members 
Mstep: Class 7 contains 16959 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 72136 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 2198 members 
Mstep: Class 12 contains 10511 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 46712 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89250 members 
Mstep: Class 19 contains 87495 members 
Mstep: Class 20 contains 39343 members 
Mstep: Class 21 contains 11188 members 
Mstep: Class 22 contains 71648 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 70155 members 
Mstep: Class 26 contains 13359 members 
Mstep: Class 27 contains 23070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110408.000000 Penalty: 60205.453125
Iteration 337Q: 28 clusters Score -1.021104e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 14254 members 
Mstep: Class 3 contains 14882 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 139465 members 
Mstep: Class 6 contains 151923 members 
Mstep: Class 7 contains 16974 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 72359 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 2199 members 
Mstep: Class 12 contains 10512 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 46709 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89164 members 
Mstep: Class 19 contains 87482 members 
Mstep: Class 20 contains 39345 members 
Mstep: Class 21 contains 11194 members 
Mstep: Class 22 contains 71633 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 70035 members 
Mstep: Class 26 contains 13367 members 
Mstep: Class 27 contains 23059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110168.000000 Penalty: 60205.453125
Iteration 338Q: 28 clusters Score -1.021102e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 14256 members 
Mstep: Class 3 contains 14888 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 139441 members 
Mstep: Class 6 contains 151926 members 
Mstep: Class 7 contains 16987 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 72579 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 2199 members 
Mstep: Class 12 contains 10515 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 46701 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 89059 members 
Mstep: Class 19 contains 87475 members 
Mstep: Class 20 contains 39348 members 
Mstep: Class 21 contains 11193 members 
Mstep: Class 22 contains 71639 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 69915 members 
Mstep: Class 26 contains 13373 members 
Mstep: Class 27 contains 23042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110032.000000 Penalty: 60205.453125
Iteration 339Q: 28 clusters Score -1.0211e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 14255 members 
Mstep: Class 3 contains 14893 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 139411 members 
Mstep: Class 6 contains 151936 members 
Mstep: Class 7 contains 16997 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 72831 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 2199 members 
Mstep: Class 12 contains 10517 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 46697 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 88969 members 
Mstep: Class 19 contains 87478 members 
Mstep: Class 20 contains 39347 members 
Mstep: Class 21 contains 11198 members 
Mstep: Class 22 contains 71634 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 69763 members 
Mstep: Class 26 contains 13374 members 
Mstep: Class 27 contains 23015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109928.000000 Penalty: 60205.453125
Iteration 340F: 28 clusters Score -1.021099e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 14255 members 
Mstep: Class 3 contains 14888 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 139399 members 
Mstep: Class 6 contains 151930 members 
Mstep: Class 7 contains 17011 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 73063 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2199 members 
Mstep: Class 12 contains 10515 members 
Mstep: Class 13 contains 4769 members 
Mstep: Class 14 contains 46691 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 88885 members 
Mstep: Class 19 contains 87468 members 
Mstep: Class 20 contains 39340 members 
Mstep: Class 21 contains 11205 members 
Mstep: Class 22 contains 71645 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 69626 members 
Mstep: Class 26 contains 13378 members 
Mstep: Class 27 contains 22985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109816.000000 Penalty: 60205.453125
Iteration 341Q: 28 clusters Score -1.021098e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 14250 members 
Mstep: Class 3 contains 14890 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 139385 members 
Mstep: Class 6 contains 151929 members 
Mstep: Class 7 contains 17024 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 73306 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2199 members 
Mstep: Class 12 contains 10512 members 
Mstep: Class 13 contains 4801 members 
Mstep: Class 14 contains 46688 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 88801 members 
Mstep: Class 19 contains 87453 members 
Mstep: Class 20 contains 39331 members 
Mstep: Class 21 contains 11208 members 
Mstep: Class 22 contains 71649 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 69484 members 
Mstep: Class 26 contains 13384 members 
Mstep: Class 27 contains 22955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110000.000000 Penalty: 60205.453125
Iteration 342Q: 28 clusters Score -1.0211e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 139383 members 
Mstep: Class 6 contains 151914 members 
Mstep: Class 7 contains 17033 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 73535 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 2200 members 
Mstep: Class 12 contains 10512 members 
Mstep: Class 13 contains 4828 members 
Mstep: Class 14 contains 46685 members 
Mstep: Class 15 contains 3960 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 88733 members 
Mstep: Class 19 contains 87451 members 
Mstep: Class 20 contains 39325 members 
Mstep: Class 21 contains 11215 members 
Mstep: Class 22 contains 71666 members 
Mstep: Class 23 contains 3388 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 69326 members 
Mstep: Class 26 contains 13387 members 
Mstep: Class 27 contains 22918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109904.000000 Penalty: 60205.453125
Iteration 343Q: 28 clusters Score -1.021099e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 14244 members 
Mstep: Class 3 contains 14887 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 139385 members 
Mstep: Class 6 contains 151888 members 
Mstep: Class 7 contains 17046 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 73771 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 2202 members 
Mstep: Class 12 contains 10511 members 
Mstep: Class 13 contains 4853 members 
Mstep: Class 14 contains 46687 members 
Mstep: Class 15 contains 3956 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 88649 members 
Mstep: Class 19 contains 87448 members 
Mstep: Class 20 contains 39324 members 
Mstep: Class 21 contains 11218 members 
Mstep: Class 22 contains 71697 members 
Mstep: Class 23 contains 3387 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 69181 members 
Mstep: Class 26 contains 13393 members 
Mstep: Class 27 contains 22875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109840.000000 Penalty: 60205.453125
Iteration 344Q: 28 clusters Score -1.021098e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 139370 members 
Mstep: Class 6 contains 151876 members 
Mstep: Class 7 contains 17055 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 74018 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 10512 members 
Mstep: Class 13 contains 4878 members 
Mstep: Class 14 contains 46689 members 
Mstep: Class 15 contains 3955 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 88548 members 
Mstep: Class 19 contains 87446 members 
Mstep: Class 20 contains 39319 members 
Mstep: Class 21 contains 11223 members 
Mstep: Class 22 contains 71707 members 
Mstep: Class 23 contains 3386 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 69050 members 
Mstep: Class 26 contains 13399 members 
Mstep: Class 27 contains 22840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109752.000000 Penalty: 60205.453125
Iteration 345Q: 28 clusters Score -1.021098e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 14244 members 
Mstep: Class 3 contains 14886 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 139372 members 
Mstep: Class 6 contains 151837 members 
Mstep: Class 7 contains 17067 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 74227 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 10511 members 
Mstep: Class 13 contains 4906 members 
Mstep: Class 14 contains 46691 members 
Mstep: Class 15 contains 3955 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 88460 members 
Mstep: Class 19 contains 87447 members 
Mstep: Class 20 contains 39319 members 
Mstep: Class 21 contains 11234 members 
Mstep: Class 22 contains 71721 members 
Mstep: Class 23 contains 3386 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 68925 members 
Mstep: Class 26 contains 13396 members 
Mstep: Class 27 contains 22813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109816.000000 Penalty: 60205.453125
Iteration 346Q: 28 clusters Score -1.021098e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 139373 members 
Mstep: Class 6 contains 151802 members 
Mstep: Class 7 contains 17081 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 74466 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 10510 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 46688 members 
Mstep: Class 15 contains 3956 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 88337 members 
Mstep: Class 19 contains 87436 members 
Mstep: Class 20 contains 39317 members 
Mstep: Class 21 contains 11243 members 
Mstep: Class 22 contains 71749 members 
Mstep: Class 23 contains 3386 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 68803 members 
Mstep: Class 26 contains 13400 members 
Mstep: Class 27 contains 22780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109872.000000 Penalty: 60205.453125
Iteration 347Q: 28 clusters Score -1.021099e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 139373 members 
Mstep: Class 6 contains 151775 members 
Mstep: Class 7 contains 17093 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 74670 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 10507 members 
Mstep: Class 13 contains 4971 members 
Mstep: Class 14 contains 46685 members 
Mstep: Class 15 contains 3956 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 88264 members 
Mstep: Class 19 contains 87429 members 
Mstep: Class 20 contains 39318 members 
Mstep: Class 21 contains 11245 members 
Mstep: Class 22 contains 71751 members 
Mstep: Class 23 contains 3386 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 68683 members 
Mstep: Class 26 contains 13398 members 
Mstep: Class 27 contains 22761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102109912.000000 Penalty: 60205.453125
Iteration 348Q: 28 clusters Score -1.021099e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 14881 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 139376 members 
Mstep: Class 6 contains 151715 members 
Mstep: Class 7 contains 17107 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 74917 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 10507 members 
Mstep: Class 13 contains 5014 members 
Mstep: Class 14 contains 46690 members 
Mstep: Class 15 contains 3957 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 88153 members 
Mstep: Class 19 contains 87415 members 
Mstep: Class 20 contains 39319 members 
Mstep: Class 21 contains 11248 members 
Mstep: Class 22 contains 71758 members 
Mstep: Class 23 contains 3386 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 68562 members 
Mstep: Class 26 contains 13399 members 
Mstep: Class 27 contains 22736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110080.000000 Penalty: 60205.453125
Iteration 349Q: 28 clusters Score -1.021101e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 14877 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 139343 members 
Mstep: Class 6 contains 151696 members 
Mstep: Class 7 contains 17121 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 75143 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5055 members 
Mstep: Class 14 contains 46687 members 
Mstep: Class 15 contains 3956 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 88023 members 
Mstep: Class 19 contains 87411 members 
Mstep: Class 20 contains 39322 members 
Mstep: Class 21 contains 11251 members 
Mstep: Class 22 contains 71761 members 
Mstep: Class 23 contains 3385 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 68481 members 
Mstep: Class 26 contains 13409 members 
Mstep: Class 27 contains 22706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110096.000000 Penalty: 60205.453125
Iteration 350Q: 28 clusters Score -1.021101e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 14880 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 139290 members 
Mstep: Class 6 contains 151704 members 
Mstep: Class 7 contains 17139 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 75368 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 10512 members 
Mstep: Class 13 contains 5083 members 
Mstep: Class 14 contains 46686 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 87877 members 
Mstep: Class 19 contains 87387 members 
Mstep: Class 20 contains 39328 members 
Mstep: Class 21 contains 11250 members 
Mstep: Class 22 contains 71788 members 
Mstep: Class 23 contains 3385 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 68393 members 
Mstep: Class 26 contains 13421 members 
Mstep: Class 27 contains 22677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110104.000000 Penalty: 60205.453125
Iteration 351Q: 28 clusters Score -1.021101e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 14874 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 139243 members 
Mstep: Class 6 contains 151707 members 
Mstep: Class 7 contains 17165 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 75582 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 10515 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 46690 members 
Mstep: Class 15 contains 3960 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 87736 members 
Mstep: Class 19 contains 87365 members 
Mstep: Class 20 contains 39327 members 
Mstep: Class 21 contains 11248 members 
Mstep: Class 22 contains 71808 members 
Mstep: Class 23 contains 3385 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 68328 members 
Mstep: Class 26 contains 13429 members 
Mstep: Class 27 contains 22653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110216.000000 Penalty: 60205.453125
Iteration 352Q: 28 clusters Score -1.021102e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 14866 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 139197 members 
Mstep: Class 6 contains 151727 members 
Mstep: Class 7 contains 17188 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 75768 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 10516 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 46693 members 
Mstep: Class 15 contains 3958 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 87635 members 
Mstep: Class 19 contains 87343 members 
Mstep: Class 20 contains 39332 members 
Mstep: Class 21 contains 11241 members 
Mstep: Class 22 contains 71826 members 
Mstep: Class 23 contains 3385 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 68252 members 
Mstep: Class 26 contains 13441 members 
Mstep: Class 27 contains 22637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110432.000000 Penalty: 60205.453125
Iteration 353Q: 28 clusters Score -1.021104e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 14860 members 
Mstep: Class 4 contains 594 members 
Mstep: Class 5 contains 139160 members 
Mstep: Class 6 contains 151739 members 
Mstep: Class 7 contains 17207 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 75987 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 10515 members 
Mstep: Class 13 contains 5119 members 
Mstep: Class 14 contains 46697 members 
Mstep: Class 15 contains 3957 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 87497 members 
Mstep: Class 19 contains 87327 members 
Mstep: Class 20 contains 39338 members 
Mstep: Class 21 contains 11246 members 
Mstep: Class 22 contains 71836 members 
Mstep: Class 23 contains 3385 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 68173 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 22629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110480.000000 Penalty: 60205.453125
Iteration 354Q: 28 clusters Score -1.021105e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 14863 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 139130 members 
Mstep: Class 6 contains 151754 members 
Mstep: Class 7 contains 17224 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 76223 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 10522 members 
Mstep: Class 13 contains 5122 members 
Mstep: Class 14 contains 46698 members 
Mstep: Class 15 contains 3958 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 87360 members 
Mstep: Class 19 contains 87312 members 
Mstep: Class 20 contains 39342 members 
Mstep: Class 21 contains 11245 members 
Mstep: Class 22 contains 71846 members 
Mstep: Class 23 contains 3384 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 68075 members 
Mstep: Class 26 contains 13450 members 
Mstep: Class 27 contains 22610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110368.000000 Penalty: 60205.453125
Iteration 355Q: 28 clusters Score -1.021104e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 14240 members 
Mstep: Class 3 contains 14855 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 139125 members 
Mstep: Class 6 contains 151736 members 
Mstep: Class 7 contains 17240 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 76434 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 10530 members 
Mstep: Class 13 contains 5132 members 
Mstep: Class 14 contains 46703 members 
Mstep: Class 15 contains 3958 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 87238 members 
Mstep: Class 19 contains 87295 members 
Mstep: Class 20 contains 39346 members 
Mstep: Class 21 contains 11244 members 
Mstep: Class 22 contains 71884 members 
Mstep: Class 23 contains 3383 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 67966 members 
Mstep: Class 26 contains 13454 members 
Mstep: Class 27 contains 22597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110432.000000 Penalty: 60205.453125
Iteration 356Q: 28 clusters Score -1.021104e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 14238 members 
Mstep: Class 3 contains 14849 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 139111 members 
Mstep: Class 6 contains 151708 members 
Mstep: Class 7 contains 17274 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 76605 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 10532 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 46708 members 
Mstep: Class 15 contains 3960 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 87152 members 
Mstep: Class 19 contains 87285 members 
Mstep: Class 20 contains 39351 members 
Mstep: Class 21 contains 11244 members 
Mstep: Class 22 contains 71916 members 
Mstep: Class 23 contains 3383 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 67870 members 
Mstep: Class 26 contains 13461 members 
Mstep: Class 27 contains 22574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110288.000000 Penalty: 60205.453125
Iteration 357Q: 28 clusters Score -1.021103e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 14847 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 139116 members 
Mstep: Class 6 contains 151672 members 
Mstep: Class 7 contains 17302 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 76766 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 10533 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 46713 members 
Mstep: Class 15 contains 3962 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 87083 members 
Mstep: Class 19 contains 87272 members 
Mstep: Class 20 contains 39353 members 
Mstep: Class 21 contains 11242 members 
Mstep: Class 22 contains 71944 members 
Mstep: Class 23 contains 3383 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 67764 members 
Mstep: Class 26 contains 13466 members 
Mstep: Class 27 contains 22562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110264.000000 Penalty: 60205.453125
Iteration 358Q: 28 clusters Score -1.021103e+08 nChanged 672
Entering ConstructFrom: 
Score: -102110264.000000 Penalty: 60205.453125
Entering ConstructFrom: 
Trying to split cluster 1 (12503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Entering Unmasked Estep 
Score: -1447711.125000 Penalty: 1532.980103
	Iteration 0F: 2 clusters Score -1447711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1438929.625000 Penalty: 3065.960205
	Iteration 0F: 3 clusters Score -1438930 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1441754.250000 Penalty: 3065.960205
	Iteration 1F: 3 clusters Score -1441754 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1441960.000000 Penalty: 3065.960205
	Iteration 2Q: 3 clusters Score -1441960 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1442145.125000 Penalty: 3065.960205
	Iteration 3Q: 3 clusters Score -1442145 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1442339.250000 Penalty: 3065.960205
	Iteration 4Q: 3 clusters Score -1442339 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1442509.500000 Penalty: 3065.960205
	Iteration 5Q: 3 clusters Score -1442510 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1442687.500000 Penalty: 3065.960205
	Iteration 6Q: 3 clusters Score -1442688 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1442884.625000 Penalty: 3065.960205
	Iteration 7Q: 3 clusters Score -1442885 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1443087.875000 Penalty: 3065.960205
	Iteration 8Q: 3 clusters Score -1443088 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1443325.000000 Penalty: 3065.960205
	Iteration 9Q: 3 clusters Score -1443325 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1443606.000000 Penalty: 3065.960205
	Iteration 10Q: 3 clusters Score -1443606 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1443931.000000 Penalty: 3065.960205
	Iteration 11Q: 3 clusters Score -1443931 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1444293.750000 Penalty: 3065.960205
	Iteration 12Q: 3 clusters Score -1444294 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1444707.875000 Penalty: 3065.960205
	Iteration 13Q: 3 clusters Score -1444708 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1445052.125000 Penalty: 3065.960205
	Iteration 14Q: 3 clusters Score -1445052 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1445288.125000 Penalty: 3065.960205
	Iteration 15Q: 3 clusters Score -1445288 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1445445.750000 Penalty: 3065.960205
	Iteration 16Q: 3 clusters Score -1445446 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1445555.875000 Penalty: 3065.960205
	Iteration 17Q: 3 clusters Score -1445556 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1445633.625000 Penalty: 3065.960205
	Iteration 18Q: 3 clusters Score -1445634 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1445702.625000 Penalty: 3065.960205
	Iteration 19Q: 3 clusters Score -1445703 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1445758.625000 Penalty: 3065.960205
	Iteration 20F: 3 clusters Score -1445759 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1445801.375000 Penalty: 3065.960205
	Iteration 21Q: 3 clusters Score -1445801 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1445847.500000 Penalty: 3065.960205
	Iteration 22Q: 3 clusters Score -1445848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1445899.375000 Penalty: 3065.960205
	Iteration 23Q: 3 clusters Score -1445899 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1445943.000000 Penalty: 3065.960205
	Iteration 24Q: 3 clusters Score -1445943 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1445983.250000 Penalty: 3065.960205
	Iteration 25Q: 3 clusters Score -1445983 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1446020.625000 Penalty: 3065.960205
	Iteration 26Q: 3 clusters Score -1446021 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1446050.125000 Penalty: 3065.960205
	Iteration 27Q: 3 clusters Score -1446050 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1446087.750000 Penalty: 3065.960205
	Iteration 28Q: 3 clusters Score -1446088 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1446113.250000 Penalty: 3065.960205
	Iteration 29Q: 3 clusters Score -1446113 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1446141.375000 Penalty: 3065.960205
	Iteration 30Q: 3 clusters Score -1446141 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1446160.500000 Penalty: 3065.960205
	Iteration 31Q: 3 clusters Score -1446160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1446180.750000 Penalty: 3065.960205
	Iteration 32Q: 3 clusters Score -1446181 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1446190.875000 Penalty: 3065.960205
	Iteration 33Q: 3 clusters Score -1446191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1446204.000000 Penalty: 3065.960205
	Iteration 34Q: 3 clusters Score -1446204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1446216.500000 Penalty: 3065.960205
	Iteration 35Q: 3 clusters Score -1446216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1446236.750000 Penalty: 3065.960205
	Iteration 36Q: 3 clusters Score -1446237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1446251.375000 Penalty: 3065.960205
	Iteration 37Q: 3 clusters Score -1446251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1446262.375000 Penalty: 3065.960205
	Iteration 38Q: 3 clusters Score -1446262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1446272.000000 Penalty: 3065.960205
	Iteration 39Q: 3 clusters Score -1446272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1446282.125000 Penalty: 3065.960205
	Iteration 40F: 3 clusters Score -1446282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1446294.375000 Penalty: 3065.960205
	Iteration 41Q: 3 clusters Score -1446294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1446310.625000 Penalty: 3065.960205
	Iteration 42Q: 3 clusters Score -1446311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1446322.500000 Penalty: 3065.960205
	Iteration 43Q: 3 clusters Score -1446322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1446329.750000 Penalty: 3065.960205
	Iteration 44Q: 3 clusters Score -1446330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1446332.250000 Penalty: 3065.960205
	Iteration 45Q: 3 clusters Score -1446332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1446337.500000 Penalty: 3065.960205
	Iteration 46Q: 3 clusters Score -1446338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1446338.625000 Penalty: 3065.960205
	Iteration 47Q: 3 clusters Score -1446339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1446347.125000 Penalty: 3065.960205
	Iteration 48Q: 3 clusters Score -1446347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1446355.500000 Penalty: 3065.960205
	Iteration 49Q: 3 clusters Score -1446356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1446359.500000 Penalty: 3065.960205
	Iteration 50Q: 3 clusters Score -1446360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1446366.375000 Penalty: 3065.960205
	Iteration 51Q: 3 clusters Score -1446366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1446369.000000 Penalty: 3065.960205
	Iteration 52Q: 3 clusters Score -1446369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1446370.375000 Penalty: 3065.960205
	Iteration 53Q: 3 clusters Score -1446370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1446371.375000 Penalty: 3065.960205
	Iteration 54Q: 3 clusters Score -1446371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1446375.625000 Penalty: 3065.960205
	Iteration 55Q: 3 clusters Score -1446376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1446375.500000 Penalty: 3065.960205
	Iteration 56Q: 3 clusters Score -1446376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1446379.125000 Penalty: 3065.960205
	Iteration 57Q: 3 clusters Score -1446379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1446382.375000 Penalty: 3065.960205
	Iteration 58Q: 3 clusters Score -1446382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1446385.000000 Penalty: 3065.960205
	Iteration 59Q: 3 clusters Score -1446385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1446390.375000 Penalty: 3065.960205
	Iteration 60F: 3 clusters Score -1446390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1446391.750000 Penalty: 3065.960205
	Iteration 61Q: 3 clusters Score -1446392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1446394.500000 Penalty: 3065.960205
	Iteration 62Q: 3 clusters Score -1446394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1446401.625000 Penalty: 3065.960205
	Iteration 63Q: 3 clusters Score -1446402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1446405.125000 Penalty: 3065.960205
	Iteration 64Q: 3 clusters Score -1446405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1446412.500000 Penalty: 3065.960205
	Iteration 65Q: 3 clusters Score -1446412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1446411.875000 Penalty: 3065.960205
	Iteration 66Q: 3 clusters Score -1446412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1446413.875000 Penalty: 3065.960205
	Iteration 67Q: 3 clusters Score -1446414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1446413.500000 Penalty: 3065.960205
	Iteration 68Q: 3 clusters Score -1446414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1446412.000000 Penalty: 3065.960205
	Iteration 69Q: 3 clusters Score -1446412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1446412.000000 Penalty: 3065.960205
	Iteration 70F: 3 clusters Score -1446412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Entering Unmasked Estep 
Score: -1622907.250000 Penalty: 1554.107666
	Iteration 0F: 2 clusters Score -1622907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1613013.375000 Penalty: 3108.215332
	Iteration 0F: 3 clusters Score -1613013 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1616364.125000 Penalty: 3108.215332
	Iteration 1F: 3 clusters Score -1616364 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1616697.625000 Penalty: 3108.215332
	Iteration 2F: 3 clusters Score -1616698 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1617083.250000 Penalty: 3108.215332
	Iteration 3F: 3 clusters Score -1617083 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1617578.625000 Penalty: 3108.215332
	Iteration 4F: 3 clusters Score -1617579 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1618258.625000 Penalty: 3108.215332
	Iteration 5F: 3 clusters Score -1618259 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1619113.625000 Penalty: 3108.215332
	Iteration 6F: 3 clusters Score -1619114 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1620009.625000 Penalty: 3108.215332
	Iteration 7F: 3 clusters Score -1620010 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1620741.000000 Penalty: 3108.215332
	Iteration 8F: 3 clusters Score -1620741 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1621160.875000 Penalty: 3108.215332
	Iteration 9Q: 3 clusters Score -1621161 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1621378.875000 Penalty: 3108.215332
	Iteration 10Q: 3 clusters Score -1621379 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1621483.375000 Penalty: 3108.215332
	Iteration 11Q: 3 clusters Score -1621483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1621540.000000 Penalty: 3108.215332
	Iteration 12Q: 3 clusters Score -1621540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1621574.750000 Penalty: 3108.215332
	Iteration 13Q: 3 clusters Score -1621575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1621589.125000 Penalty: 3108.215332
	Iteration 14Q: 3 clusters Score -1621589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1621594.125000 Penalty: 3108.215332
	Iteration 15Q: 3 clusters Score -1621594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1621597.750000 Penalty: 3108.215332
	Iteration 16Q: 3 clusters Score -1621598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1621599.375000 Penalty: 3108.215332
	Iteration 17Q: 3 clusters Score -1621599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1621600.500000 Penalty: 3108.215332
	Iteration 18Q: 3 clusters Score -1621600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1621600.500000 Penalty: 3108.215332
	Iteration 19F: 3 clusters Score -1621600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Entering Unmasked Estep 
Score: -1647435.875000 Penalty: 1560.858643
	Iteration 0F: 2 clusters Score -1647436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1637131.250000 Penalty: 3121.717285
	Iteration 0F: 3 clusters Score -1637131 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1640685.000000 Penalty: 3121.717285
	Iteration 1F: 3 clusters Score -1640685 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1640933.750000 Penalty: 3121.717285
	Iteration 2F: 3 clusters Score -1640934 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1641145.000000 Penalty: 3121.717285
	Iteration 3Q: 3 clusters Score -1641145 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1641331.500000 Penalty: 3121.717285
	Iteration 4Q: 3 clusters Score -1641332 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1641511.750000 Penalty: 3121.717285
	Iteration 5Q: 3 clusters Score -1641512 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1641729.625000 Penalty: 3121.717285
	Iteration 6Q: 3 clusters Score -1641730 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1642006.750000 Penalty: 3121.717285
	Iteration 7Q: 3 clusters Score -1642007 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1642327.000000 Penalty: 3121.717285
	Iteration 8Q: 3 clusters Score -1642327 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1642765.750000 Penalty: 3121.717285
	Iteration 9Q: 3 clusters Score -1642766 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1643296.000000 Penalty: 3121.717285
	Iteration 10Q: 3 clusters Score -1643296 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1643828.000000 Penalty: 3121.717285
	Iteration 11Q: 3 clusters Score -1643828 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1644294.250000 Penalty: 3121.717285
	Iteration 12Q: 3 clusters Score -1644294 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1644758.500000 Penalty: 3121.717285
	Iteration 13Q: 3 clusters Score -1644758 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1645159.000000 Penalty: 3121.717285
	Iteration 14Q: 3 clusters Score -1645159 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1645446.000000 Penalty: 3121.717285
	Iteration 15Q: 3 clusters Score -1645446 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1645674.125000 Penalty: 3121.717285
	Iteration 16Q: 3 clusters Score -1645674 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1645810.500000 Penalty: 3121.717285
	Iteration 17Q: 3 clusters Score -1645810 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1645894.000000 Penalty: 3121.717285
	Iteration 18Q: 3 clusters Score -1645894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1645965.375000 Penalty: 3121.717285
	Iteration 19Q: 3 clusters Score -1645965 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1646005.500000 Penalty: 3121.717285
	Iteration 20F: 3 clusters Score -1646006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1646042.875000 Penalty: 3121.717285
	Iteration 21Q: 3 clusters Score -1646043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1646061.000000 Penalty: 3121.717285
	Iteration 22Q: 3 clusters Score -1646061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1646073.250000 Penalty: 3121.717285
	Iteration 23Q: 3 clusters Score -1646073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1646086.625000 Penalty: 3121.717285
	Iteration 24Q: 3 clusters Score -1646087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1646090.000000 Penalty: 3121.717285
	Iteration 25Q: 3 clusters Score -1646090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1646090.250000 Penalty: 3121.717285
	Iteration 26Q: 3 clusters Score -1646090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1646090.250000 Penalty: 3121.717285
	Iteration 27F: 3 clusters Score -1646090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -64543.707031 Penalty: 1038.141235
	Iteration 0F: 2 clusters Score -64543.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63437.949219 Penalty: 2076.282471
	Iteration 0F: 3 clusters Score -63437.95 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63606.167969 Penalty: 2076.282471
	Iteration 1F: 3 clusters Score -63606.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63634.425781 Penalty: 2076.282471
	Iteration 2Q: 3 clusters Score -63634.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63644.929688 Penalty: 2076.282471
	Iteration 3Q: 3 clusters Score -63644.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63652.625000 Penalty: 2076.282471
	Iteration 4Q: 3 clusters Score -63652.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63654.078125 Penalty: 2076.282471
	Iteration 5Q: 3 clusters Score -63654.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63654.621094 Penalty: 2076.282471
	Iteration 6Q: 3 clusters Score -63654.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63654.621094 Penalty: 2076.282471
	Iteration 7F: 3 clusters Score -63654.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (139107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139107 members 
Entering Unmasked Estep 
Score: -15789582.000000 Penalty: 1924.487305
	Iteration 0F: 2 clusters Score -1.578958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -15698500.000000 Penalty: 3848.974609
	Iteration 0F: 3 clusters Score -1.56985e+07 nChanged 67045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 65942 members 
Entering Unmasked Estep 
Score: -15737956.000000 Penalty: 3848.974609
	Iteration 1F: 3 clusters Score -1.573796e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 64254 members 
Entering Unmasked Estep 
Score: -15739199.000000 Penalty: 3848.974609
	Iteration 2Q: 3 clusters Score -1.57392e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -15741005.000000 Penalty: 3848.974609
	Iteration 3Q: 3 clusters Score -1.5741e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81087 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -15743817.000000 Penalty: 3848.974609
	Iteration 4Q: 3 clusters Score -1.574382e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86390 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -15748327.000000 Penalty: 3848.974609
	Iteration 5F: 3 clusters Score -1.574833e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93273 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -15755513.000000 Penalty: 3848.974609
	Iteration 6F: 3 clusters Score -1.575551e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101108 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -15764650.000000 Penalty: 3848.974609
	Iteration 7F: 3 clusters Score -1.576465e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -15773150.000000 Penalty: 3848.974609
	Iteration 8F: 3 clusters Score -1.577315e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112749 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -15778412.000000 Penalty: 3848.974609
	Iteration 9Q: 3 clusters Score -1.577841e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116241 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -15781038.000000 Penalty: 3848.974609
	Iteration 10Q: 3 clusters Score -1.578104e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -15782472.000000 Penalty: 3848.974609
	Iteration 11Q: 3 clusters Score -1.578247e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121640 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -15783521.000000 Penalty: 3848.974609
	Iteration 12Q: 3 clusters Score -1.578352e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -15784323.000000 Penalty: 3848.974609
	Iteration 13Q: 3 clusters Score -1.578432e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125740 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -15784940.000000 Penalty: 3848.974609
	Iteration 14Q: 3 clusters Score -1.578494e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127402 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -15785402.000000 Penalty: 3848.974609
	Iteration 15Q: 3 clusters Score -1.57854e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128783 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -15785870.000000 Penalty: 3848.974609
	Iteration 16Q: 3 clusters Score -1.578587e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129985 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -15786147.000000 Penalty: 3848.974609
	Iteration 17Q: 3 clusters Score -1.578615e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131005 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -15786385.000000 Penalty: 3848.974609
	Iteration 18Q: 3 clusters Score -1.578638e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131877 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -15786559.000000 Penalty: 3848.974609
	Iteration 19Q: 3 clusters Score -1.578656e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132609 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -15786706.000000 Penalty: 3848.974609
	Iteration 20F: 3 clusters Score -1.578671e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133257 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -15786870.000000 Penalty: 3848.974609
	Iteration 21Q: 3 clusters Score -1.578687e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133825 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -15786990.000000 Penalty: 3848.974609
	Iteration 22Q: 3 clusters Score -1.578699e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134324 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -15787104.000000 Penalty: 3848.974609
	Iteration 23Q: 3 clusters Score -1.57871e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134788 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -15787163.000000 Penalty: 3848.974609
	Iteration 24Q: 3 clusters Score -1.578716e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135192 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -15787255.000000 Penalty: 3848.974609
	Iteration 25Q: 3 clusters Score -1.578726e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135558 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -15787337.000000 Penalty: 3848.974609
	Iteration 26Q: 3 clusters Score -1.578734e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135891 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -15787493.000000 Penalty: 3848.974609
	Iteration 27Q: 3 clusters Score -1.578749e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136168 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -15787596.000000 Penalty: 3848.974609
	Iteration 28Q: 3 clusters Score -1.57876e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136409 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -15787627.000000 Penalty: 3848.974609
	Iteration 29Q: 3 clusters Score -1.578763e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136600 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -15787666.000000 Penalty: 3848.974609
	Iteration 30Q: 3 clusters Score -1.578767e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136788 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -15787698.000000 Penalty: 3848.974609
	Iteration 31Q: 3 clusters Score -1.57877e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136965 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -15787711.000000 Penalty: 3848.974609
	Iteration 32Q: 3 clusters Score -1.578771e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137130 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -15787702.000000 Penalty: 3848.974609
	Iteration 33Q: 3 clusters Score -1.57877e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137279 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -15787711.000000 Penalty: 3848.974609
	Iteration 34Q: 3 clusters Score -1.578771e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137402 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -15787734.000000 Penalty: 3848.974609
	Iteration 35Q: 3 clusters Score -1.578773e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137511 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -15787751.000000 Penalty: 3848.974609
	Iteration 36Q: 3 clusters Score -1.578775e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137614 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -15787785.000000 Penalty: 3848.974609
	Iteration 37Q: 3 clusters Score -1.578778e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137705 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -15787798.000000 Penalty: 3848.974609
	Iteration 38Q: 3 clusters Score -1.57878e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137791 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -15787828.000000 Penalty: 3848.974609
	Iteration 39Q: 3 clusters Score -1.578783e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137865 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -15787838.000000 Penalty: 3848.974609
	Iteration 40F: 3 clusters Score -1.578784e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137940 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -15787866.000000 Penalty: 3848.974609
	Iteration 41Q: 3 clusters Score -1.578787e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137988 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -15787880.000000 Penalty: 3848.974609
	Iteration 42Q: 3 clusters Score -1.578788e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138036 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -15787888.000000 Penalty: 3848.974609
	Iteration 43Q: 3 clusters Score -1.578789e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138072 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -15787889.000000 Penalty: 3848.974609
	Iteration 44Q: 3 clusters Score -1.578789e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138100 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -15787886.000000 Penalty: 3848.974609
	Iteration 45Q: 3 clusters Score -1.578789e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138122 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -15787898.000000 Penalty: 3848.974609
	Iteration 46Q: 3 clusters Score -1.57879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138144 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -15787906.000000 Penalty: 3848.974609
	Iteration 47Q: 3 clusters Score -1.578791e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138167 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -15787923.000000 Penalty: 3848.974609
	Iteration 48Q: 3 clusters Score -1.578792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138177 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -15787915.000000 Penalty: 3848.974609
	Iteration 49Q: 3 clusters Score -1.578792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138185 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -15787916.000000 Penalty: 3848.974609
	Iteration 50Q: 3 clusters Score -1.578792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138195 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -15787917.000000 Penalty: 3848.974609
	Iteration 51Q: 3 clusters Score -1.578792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138200 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -15787927.000000 Penalty: 3848.974609
	Iteration 52Q: 3 clusters Score -1.578793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138205 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -15787930.000000 Penalty: 3848.974609
	Iteration 53Q: 3 clusters Score -1.578793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138216 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -15787914.000000 Penalty: 3848.974609
	Iteration 54Q: 3 clusters Score -1.578791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138225 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -15787920.000000 Penalty: 3848.974609
	Iteration 55Q: 3 clusters Score -1.578792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138235 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -15787915.000000 Penalty: 3848.974609
	Iteration 56Q: 3 clusters Score -1.578792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138247 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15787935.000000 Penalty: 3848.974609
	Iteration 57Q: 3 clusters Score -1.578794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138262 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -15787911.000000 Penalty: 3848.974609
	Iteration 58Q: 3 clusters Score -1.578791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138278 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -15787916.000000 Penalty: 3848.974609
	Iteration 59Q: 3 clusters Score -1.578792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138287 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -15787926.000000 Penalty: 3848.974609
	Iteration 60F: 3 clusters Score -1.578793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138297 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -15787942.000000 Penalty: 3848.974609
	Iteration 61Q: 3 clusters Score -1.578794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138311 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -15787939.000000 Penalty: 3848.974609
	Iteration 62Q: 3 clusters Score -1.578794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -15787946.000000 Penalty: 3848.974609
	Iteration 63Q: 3 clusters Score -1.578795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138340 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -15787964.000000 Penalty: 3848.974609
	Iteration 64Q: 3 clusters Score -1.578796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138349 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -15787970.000000 Penalty: 3848.974609
	Iteration 65Q: 3 clusters Score -1.578797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138356 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -15787970.000000 Penalty: 3848.974609
	Iteration 66Q: 3 clusters Score -1.578797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138362 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -15787988.000000 Penalty: 3848.974609
	Iteration 67Q: 3 clusters Score -1.578799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138369 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15787984.000000 Penalty: 3848.974609
	Iteration 68Q: 3 clusters Score -1.578798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138379 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -15787981.000000 Penalty: 3848.974609
	Iteration 69Q: 3 clusters Score -1.578798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138391 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -15787973.000000 Penalty: 3848.974609
	Iteration 70Q: 3 clusters Score -1.578797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138401 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -15787985.000000 Penalty: 3848.974609
	Iteration 71Q: 3 clusters Score -1.578798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138404 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -15787987.000000 Penalty: 3848.974609
	Iteration 72Q: 3 clusters Score -1.578799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138405 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -15787984.000000 Penalty: 3848.974609
	Iteration 73Q: 3 clusters Score -1.578798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138405 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -15787984.000000 Penalty: 3848.974609
	Iteration 74F: 3 clusters Score -1.578798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (151630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151630 members 
Entering Unmasked Estep 
Score: -17134132.000000 Penalty: 1938.494751
	Iteration 0F: 2 clusters Score -1.713413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 75941 members 
Entering Unmasked Estep 
Score: -17034370.000000 Penalty: 3876.989502
	Iteration 0F: 3 clusters Score -1.703437e+07 nChanged 73189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 78552 members 
Entering Unmasked Estep 
Score: -17079722.000000 Penalty: 3876.989502
	Iteration 1F: 3 clusters Score -1.707972e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 79429 members 
Entering Unmasked Estep 
Score: -17081978.000000 Penalty: 3876.989502
	Iteration 2Q: 3 clusters Score -1.708198e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71092 members 
Mstep: Class 2 contains 80538 members 
Entering Unmasked Estep 
Score: -17084984.000000 Penalty: 3876.989502
	Iteration 3Q: 3 clusters Score -1.708498e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 81786 members 
Entering Unmasked Estep 
Score: -17088628.000000 Penalty: 3876.989502
	Iteration 4Q: 3 clusters Score -1.708863e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -17093190.000000 Penalty: 3876.989502
	Iteration 5F: 3 clusters Score -1.709319e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 85469 members 
Entering Unmasked Estep 
Score: -17098642.000000 Penalty: 3876.989502
	Iteration 6F: 3 clusters Score -1.709864e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 87828 members 
Entering Unmasked Estep 
Score: -17105134.000000 Penalty: 3876.989502
	Iteration 7F: 3 clusters Score -1.710513e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 89948 members 
Entering Unmasked Estep 
Score: -17110298.000000 Penalty: 3876.989502
	Iteration 8F: 3 clusters Score -1.71103e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 91729 members 
Entering Unmasked Estep 
Score: -17113100.000000 Penalty: 3876.989502
	Iteration 9Q: 3 clusters Score -1.71131e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 93479 members 
Entering Unmasked Estep 
Score: -17114268.000000 Penalty: 3876.989502
	Iteration 10Q: 3 clusters Score -1.711427e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 95286 members 
Entering Unmasked Estep 
Score: -17114936.000000 Penalty: 3876.989502
	Iteration 11Q: 3 clusters Score -1.711494e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 97197 members 
Entering Unmasked Estep 
Score: -17115660.000000 Penalty: 3876.989502
	Iteration 12Q: 3 clusters Score -1.711566e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 99229 members 
Entering Unmasked Estep 
Score: -17116360.000000 Penalty: 3876.989502
	Iteration 13Q: 3 clusters Score -1.711636e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 101376 members 
Entering Unmasked Estep 
Score: -17117178.000000 Penalty: 3876.989502
	Iteration 14Q: 3 clusters Score -1.711718e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 103605 members 
Entering Unmasked Estep 
Score: -17117880.000000 Penalty: 3876.989502
	Iteration 15Q: 3 clusters Score -1.711788e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 105985 members 
Entering Unmasked Estep 
Score: -17118820.000000 Penalty: 3876.989502
	Iteration 16Q: 3 clusters Score -1.711882e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 108551 members 
Entering Unmasked Estep 
Score: -17119908.000000 Penalty: 3876.989502
	Iteration 17Q: 3 clusters Score -1.711991e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 111311 members 
Entering Unmasked Estep 
Score: -17121096.000000 Penalty: 3876.989502
	Iteration 18Q: 3 clusters Score -1.71211e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 114152 members 
Entering Unmasked Estep 
Score: -17122508.000000 Penalty: 3876.989502
	Iteration 19Q: 3 clusters Score -1.712251e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 116957 members 
Entering Unmasked Estep 
Score: -17123812.000000 Penalty: 3876.989502
	Iteration 20F: 3 clusters Score -1.712381e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 119759 members 
Entering Unmasked Estep 
Score: -17125072.000000 Penalty: 3876.989502
	Iteration 21Q: 3 clusters Score -1.712507e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 122417 members 
Entering Unmasked Estep 
Score: -17126296.000000 Penalty: 3876.989502
	Iteration 22Q: 3 clusters Score -1.71263e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 125003 members 
Entering Unmasked Estep 
Score: -17127376.000000 Penalty: 3876.989502
	Iteration 23Q: 3 clusters Score -1.712738e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 127443 members 
Entering Unmasked Estep 
Score: -17128372.000000 Penalty: 3876.989502
	Iteration 24Q: 3 clusters Score -1.712837e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 129696 members 
Entering Unmasked Estep 
Score: -17129186.000000 Penalty: 3876.989502
	Iteration 25Q: 3 clusters Score -1.712919e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 131827 members 
Entering Unmasked Estep 
Score: -17129884.000000 Penalty: 3876.989502
	Iteration 26Q: 3 clusters Score -1.712988e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 133840 members 
Entering Unmasked Estep 
Score: -17130624.000000 Penalty: 3876.989502
	Iteration 27Q: 3 clusters Score -1.713062e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 135690 members 
Entering Unmasked Estep 
Score: -17131172.000000 Penalty: 3876.989502
	Iteration 28Q: 3 clusters Score -1.713117e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 137417 members 
Entering Unmasked Estep 
Score: -17131740.000000 Penalty: 3876.989502
	Iteration 29Q: 3 clusters Score -1.713174e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 139015 members 
Entering Unmasked Estep 
Score: -17132168.000000 Penalty: 3876.989502
	Iteration 30Q: 3 clusters Score -1.713217e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 140446 members 
Entering Unmasked Estep 
Score: -17132478.000000 Penalty: 3876.989502
	Iteration 31Q: 3 clusters Score -1.713248e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 141798 members 
Entering Unmasked Estep 
Score: -17132724.000000 Penalty: 3876.989502
	Iteration 32Q: 3 clusters Score -1.713272e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 143034 members 
Entering Unmasked Estep 
Score: -17132930.000000 Penalty: 3876.989502
	Iteration 33Q: 3 clusters Score -1.713293e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 144040 members 
Entering Unmasked Estep 
Score: -17133210.000000 Penalty: 3876.989502
	Iteration 34Q: 3 clusters Score -1.713321e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 144904 members 
Entering Unmasked Estep 
Score: -17133414.000000 Penalty: 3876.989502
	Iteration 35Q: 3 clusters Score -1.713341e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 145618 members 
Entering Unmasked Estep 
Score: -17133492.000000 Penalty: 3876.989502
	Iteration 36Q: 3 clusters Score -1.713349e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 146290 members 
Entering Unmasked Estep 
Score: -17133528.000000 Penalty: 3876.989502
	Iteration 37Q: 3 clusters Score -1.713353e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 146838 members 
Entering Unmasked Estep 
Score: -17133548.000000 Penalty: 3876.989502
	Iteration 38Q: 3 clusters Score -1.713355e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 147259 members 
Entering Unmasked Estep 
Score: -17133610.000000 Penalty: 3876.989502
	Iteration 39Q: 3 clusters Score -1.713361e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 147641 members 
Entering Unmasked Estep 
Score: -17133634.000000 Penalty: 3876.989502
	Iteration 40F: 3 clusters Score -1.713363e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 147975 members 
Entering Unmasked Estep 
Score: -17133692.000000 Penalty: 3876.989502
	Iteration 41Q: 3 clusters Score -1.713369e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 148260 members 
Entering Unmasked Estep 
Score: -17133708.000000 Penalty: 3876.989502
	Iteration 42Q: 3 clusters Score -1.713371e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 148497 members 
Entering Unmasked Estep 
Score: -17133698.000000 Penalty: 3876.989502
	Iteration 43Q: 3 clusters Score -1.71337e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 148722 members 
Entering Unmasked Estep 
Score: -17133760.000000 Penalty: 3876.989502
	Iteration 44Q: 3 clusters Score -1.713376e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 148925 members 
Entering Unmasked Estep 
Score: -17133782.000000 Penalty: 3876.989502
	Iteration 45Q: 3 clusters Score -1.713378e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 149072 members 
Entering Unmasked Estep 
Score: -17133740.000000 Penalty: 3876.989502
	Iteration 46Q: 3 clusters Score -1.713374e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 149211 members 
Entering Unmasked Estep 
Score: -17133754.000000 Penalty: 3876.989502
	Iteration 47Q: 3 clusters Score -1.713375e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 149340 members 
Entering Unmasked Estep 
Score: -17133708.000000 Penalty: 3876.989502
	Iteration 48Q: 3 clusters Score -1.713371e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 149446 members 
Entering Unmasked Estep 
Score: -17133754.000000 Penalty: 3876.989502
	Iteration 49Q: 3 clusters Score -1.713375e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 149547 members 
Entering Unmasked Estep 
Score: -17133786.000000 Penalty: 3876.989502
	Iteration 50Q: 3 clusters Score -1.713379e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 149626 members 
Entering Unmasked Estep 
Score: -17133782.000000 Penalty: 3876.989502
	Iteration 51Q: 3 clusters Score -1.713378e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 149700 members 
Entering Unmasked Estep 
Score: -17133768.000000 Penalty: 3876.989502
	Iteration 52Q: 3 clusters Score -1.713377e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 149758 members 
Entering Unmasked Estep 
Score: -17133784.000000 Penalty: 3876.989502
	Iteration 53Q: 3 clusters Score -1.713378e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 149811 members 
Entering Unmasked Estep 
Score: -17133740.000000 Penalty: 3876.989502
	Iteration 54Q: 3 clusters Score -1.713374e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 149843 members 
Entering Unmasked Estep 
Score: -17133710.000000 Penalty: 3876.989502
	Iteration 55Q: 3 clusters Score -1.713371e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 149863 members 
Entering Unmasked Estep 
Score: -17133698.000000 Penalty: 3876.989502
	Iteration 56Q: 3 clusters Score -1.71337e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 149880 members 
Entering Unmasked Estep 
Score: -17133680.000000 Penalty: 3876.989502
	Iteration 57Q: 3 clusters Score -1.713368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 149887 members 
Entering Unmasked Estep 
Score: -17133692.000000 Penalty: 3876.989502
	Iteration 58Q: 3 clusters Score -1.713369e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 149903 members 
Entering Unmasked Estep 
Score: -17133680.000000 Penalty: 3876.989502
	Iteration 59Q: 3 clusters Score -1.713368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 149914 members 
Entering Unmasked Estep 
Score: -17133676.000000 Penalty: 3876.989502
	Iteration 60F: 3 clusters Score -1.713368e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 149924 members 
Entering Unmasked Estep 
Score: -17133698.000000 Penalty: 3876.989502
	Iteration 61Q: 3 clusters Score -1.71337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 149932 members 
Entering Unmasked Estep 
Score: -17133688.000000 Penalty: 3876.989502
	Iteration 62Q: 3 clusters Score -1.713369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 149937 members 
Entering Unmasked Estep 
Score: -17133702.000000 Penalty: 3876.989502
	Iteration 63Q: 3 clusters Score -1.71337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 149941 members 
Entering Unmasked Estep 
Score: -17133702.000000 Penalty: 3876.989502
	Iteration 64Q: 3 clusters Score -1.71337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -17133714.000000 Penalty: 3876.989502
	Iteration 65Q: 3 clusters Score -1.713371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 149952 members 
Entering Unmasked Estep 
Score: -17133726.000000 Penalty: 3876.989502
	Iteration 66Q: 3 clusters Score -1.713373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 149954 members 
Entering Unmasked Estep 
Score: -17133720.000000 Penalty: 3876.989502
	Iteration 67Q: 3 clusters Score -1.713372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 149964 members 
Entering Unmasked Estep 
Score: -17133724.000000 Penalty: 3876.989502
	Iteration 68Q: 3 clusters Score -1.713372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 149974 members 
Entering Unmasked Estep 
Score: -17133708.000000 Penalty: 3876.989502
	Iteration 69Q: 3 clusters Score -1.713371e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 149978 members 
Entering Unmasked Estep 
Score: -17133706.000000 Penalty: 3876.989502
	Iteration 70Q: 3 clusters Score -1.713371e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 149984 members 
Entering Unmasked Estep 
Score: -17133730.000000 Penalty: 3876.989502
	Iteration 71Q: 3 clusters Score -1.713373e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 149980 members 
Entering Unmasked Estep 
Score: -17133734.000000 Penalty: 3876.989502
	Iteration 72Q: 3 clusters Score -1.713373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 149975 members 
Entering Unmasked Estep 
Score: -17133722.000000 Penalty: 3876.989502
	Iteration 73Q: 3 clusters Score -1.713372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 149971 members 
Entering Unmasked Estep 
Score: -17133722.000000 Penalty: 3876.989502
	Iteration 74Q: 3 clusters Score -1.713372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 149960 members 
Entering Unmasked Estep 
Score: -17133740.000000 Penalty: 3876.989502
	Iteration 75Q: 3 clusters Score -1.713374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 149954 members 
Entering Unmasked Estep 
Score: -17133742.000000 Penalty: 3876.989502
	Iteration 76Q: 3 clusters Score -1.713374e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 149948 members 
Entering Unmasked Estep 
Score: -17133748.000000 Penalty: 3876.989502
	Iteration 77Q: 3 clusters Score -1.713375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 149939 members 
Entering Unmasked Estep 
Score: -17133732.000000 Penalty: 3876.989502
	Iteration 78Q: 3 clusters Score -1.713373e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 149941 members 
Entering Unmasked Estep 
Score: -17133750.000000 Penalty: 3876.989502
	Iteration 79Q: 3 clusters Score -1.713375e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 149946 members 
Entering Unmasked Estep 
Score: -17133758.000000 Penalty: 3876.989502
	Iteration 80F: 3 clusters Score -1.713376e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 149944 members 
Entering Unmasked Estep 
Score: -17133782.000000 Penalty: 3876.989502
	Iteration 81Q: 3 clusters Score -1.713378e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 149934 members 
Entering Unmasked Estep 
Score: -17133768.000000 Penalty: 3876.989502
	Iteration 82Q: 3 clusters Score -1.713377e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 149905 members 
Entering Unmasked Estep 
Score: -17133794.000000 Penalty: 3876.989502
	Iteration 83Q: 3 clusters Score -1.713379e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 149881 members 
Entering Unmasked Estep 
Score: -17133818.000000 Penalty: 3876.989502
	Iteration 84Q: 3 clusters Score -1.713382e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 149870 members 
Entering Unmasked Estep 
Score: -17133818.000000 Penalty: 3876.989502
	Iteration 85Q: 3 clusters Score -1.713382e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 149867 members 
Entering Unmasked Estep 
Score: -17133808.000000 Penalty: 3876.989502
	Iteration 86Q: 3 clusters Score -1.713381e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 149849 members 
Entering Unmasked Estep 
Score: -17133818.000000 Penalty: 3876.989502
	Iteration 87Q: 3 clusters Score -1.713382e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 149842 members 
Entering Unmasked Estep 
Score: -17133832.000000 Penalty: 3876.989502
	Iteration 88Q: 3 clusters Score -1.713383e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 149822 members 
Entering Unmasked Estep 
Score: -17133834.000000 Penalty: 3876.989502
	Iteration 89Q: 3 clusters Score -1.713383e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 149799 members 
Entering Unmasked Estep 
Score: -17133848.000000 Penalty: 3876.989502
	Iteration 90Q: 3 clusters Score -1.713385e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 149780 members 
Entering Unmasked Estep 
Score: -17133864.000000 Penalty: 3876.989502
	Iteration 91Q: 3 clusters Score -1.713386e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 149758 members 
Entering Unmasked Estep 
Score: -17133882.000000 Penalty: 3876.989502
	Iteration 92Q: 3 clusters Score -1.713388e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 149743 members 
Entering Unmasked Estep 
Score: -17133886.000000 Penalty: 3876.989502
	Iteration 93Q: 3 clusters Score -1.713389e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 149729 members 
Entering Unmasked Estep 
Score: -17133898.000000 Penalty: 3876.989502
	Iteration 94Q: 3 clusters Score -1.71339e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 149709 members 
Entering Unmasked Estep 
Score: -17133896.000000 Penalty: 3876.989502
	Iteration 95Q: 3 clusters Score -1.71339e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 149683 members 
Entering Unmasked Estep 
Score: -17133924.000000 Penalty: 3876.989502
	Iteration 96Q: 3 clusters Score -1.713392e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 149661 members 
Entering Unmasked Estep 
Score: -17133932.000000 Penalty: 3876.989502
	Iteration 97Q: 3 clusters Score -1.713393e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 149635 members 
Entering Unmasked Estep 
Score: -17133944.000000 Penalty: 3876.989502
	Iteration 98Q: 3 clusters Score -1.713394e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 149616 members 
Entering Unmasked Estep 
Score: -17133954.000000 Penalty: 3876.989502
	Iteration 99Q: 3 clusters Score -1.713395e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 149596 members 
Entering Unmasked Estep 
Score: -17133994.000000 Penalty: 3876.989502
	Iteration 100F: 3 clusters Score -1.713399e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 149565 members 
Entering Unmasked Estep 
Score: -17133992.000000 Penalty: 3876.989502
	Iteration 101Q: 3 clusters Score -1.713399e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 149529 members 
Entering Unmasked Estep 
Score: -17133994.000000 Penalty: 3876.989502
	Iteration 102Q: 3 clusters Score -1.713399e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 149493 members 
Entering Unmasked Estep 
Score: -17133994.000000 Penalty: 3876.989502
	Iteration 103Q: 3 clusters Score -1.713399e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 149462 members 
Entering Unmasked Estep 
Score: -17134006.000000 Penalty: 3876.989502
	Iteration 104Q: 3 clusters Score -1.713401e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 149417 members 
Entering Unmasked Estep 
Score: -17134052.000000 Penalty: 3876.989502
	Iteration 105Q: 3 clusters Score -1.713405e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 149372 members 
Entering Unmasked Estep 
Score: -17134070.000000 Penalty: 3876.989502
	Iteration 106Q: 3 clusters Score -1.713407e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 149331 members 
Entering Unmasked Estep 
Score: -17134062.000000 Penalty: 3876.989502
	Iteration 107Q: 3 clusters Score -1.713406e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 149293 members 
Entering Unmasked Estep 
Score: -17134068.000000 Penalty: 3876.989502
	Iteration 108Q: 3 clusters Score -1.713407e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 149274 members 
Entering Unmasked Estep 
Score: -17134078.000000 Penalty: 3876.989502
	Iteration 109Q: 3 clusters Score -1.713408e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 149253 members 
Entering Unmasked Estep 
Score: -17134074.000000 Penalty: 3876.989502
	Iteration 110Q: 3 clusters Score -1.713407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 149244 members 
Entering Unmasked Estep 
Score: -17134060.000000 Penalty: 3876.989502
	Iteration 111Q: 3 clusters Score -1.713406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 149232 members 
Entering Unmasked Estep 
Score: -17134064.000000 Penalty: 3876.989502
	Iteration 112Q: 3 clusters Score -1.713406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 149225 members 
Entering Unmasked Estep 
Score: -17134064.000000 Penalty: 3876.989502
	Iteration 113Q: 3 clusters Score -1.713406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 149218 members 
Entering Unmasked Estep 
Score: -17134060.000000 Penalty: 3876.989502
	Iteration 114Q: 3 clusters Score -1.713406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 149208 members 
Entering Unmasked Estep 
Score: -17134056.000000 Penalty: 3876.989502
	Iteration 115Q: 3 clusters Score -1.713406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 149207 members 
Entering Unmasked Estep 
Score: -17134060.000000 Penalty: 3876.989502
	Iteration 116Q: 3 clusters Score -1.713406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 149208 members 
Entering Unmasked Estep 
Score: -17134066.000000 Penalty: 3876.989502
	Iteration 117Q: 3 clusters Score -1.713407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 149206 members 
Entering Unmasked Estep 
Score: -17134060.000000 Penalty: 3876.989502
	Iteration 118Q: 3 clusters Score -1.713406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 149205 members 
Entering Unmasked Estep 
Score: -17134054.000000 Penalty: 3876.989502
	Iteration 119Q: 3 clusters Score -1.713405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 149199 members 
Entering Unmasked Estep 
Score: -17134060.000000 Penalty: 3876.989502
	Iteration 120F: 3 clusters Score -1.713406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 149198 members 
Entering Unmasked Estep 
Score: -17134058.000000 Penalty: 3876.989502
	Iteration 121Q: 3 clusters Score -1.713406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 149196 members 
Entering Unmasked Estep 
Score: -17134066.000000 Penalty: 3876.989502
	Iteration 122Q: 3 clusters Score -1.713407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 149193 members 
Entering Unmasked Estep 
Score: -17134052.000000 Penalty: 3876.989502
	Iteration 123Q: 3 clusters Score -1.713405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 149190 members 
Entering Unmasked Estep 
Score: -17134052.000000 Penalty: 3876.989502
	Iteration 124Q: 3 clusters Score -1.713405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 149190 members 
Entering Unmasked Estep 
Score: -17134052.000000 Penalty: 3876.989502
	Iteration 125F: 3 clusters Score -1.713405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Entering Unmasked Estep 
Score: -2005077.125000 Penalty: 1586.003418
	Iteration 0F: 2 clusters Score -2005077 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 8609 members 
Entering Unmasked Estep 
Score: -1993226.875000 Penalty: 3172.006836
	Iteration 0F: 3 clusters Score -1993227 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1997438.750000 Penalty: 3172.006836
	Iteration 1F: 3 clusters Score -1997439 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1997734.375000 Penalty: 3172.006836
	Iteration 2F: 3 clusters Score -1997734 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1998009.250000 Penalty: 3172.006836
	Iteration 3Q: 3 clusters Score -1998009 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1998309.250000 Penalty: 3172.006836
	Iteration 4Q: 3 clusters Score -1998309 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1998626.750000 Penalty: 3172.006836
	Iteration 5Q: 3 clusters Score -1998627 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1999060.000000 Penalty: 3172.006836
	Iteration 6Q: 3 clusters Score -1999060 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1999660.000000 Penalty: 3172.006836
	Iteration 7F: 3 clusters Score -1999660 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2000400.625000 Penalty: 3172.006836
	Iteration 8F: 3 clusters Score -2000401 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2001238.625000 Penalty: 3172.006836
	Iteration 9F: 3 clusters Score -2001239 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2002000.375000 Penalty: 3172.006836
	Iteration 10F: 3 clusters Score -2002000 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2002541.875000 Penalty: 3172.006836
	Iteration 11Q: 3 clusters Score -2002542 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2002942.000000 Penalty: 3172.006836
	Iteration 12Q: 3 clusters Score -2002942 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2003248.500000 Penalty: 3172.006836
	Iteration 13Q: 3 clusters Score -2003248 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2003409.750000 Penalty: 3172.006836
	Iteration 14Q: 3 clusters Score -2003410 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2003524.375000 Penalty: 3172.006836
	Iteration 15Q: 3 clusters Score -2003524 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2003597.625000 Penalty: 3172.006836
	Iteration 16Q: 3 clusters Score -2003598 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2003641.250000 Penalty: 3172.006836
	Iteration 17Q: 3 clusters Score -2003641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2003671.500000 Penalty: 3172.006836
	Iteration 18Q: 3 clusters Score -2003672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2003694.750000 Penalty: 3172.006836
	Iteration 19Q: 3 clusters Score -2003695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2003712.875000 Penalty: 3172.006836
	Iteration 20F: 3 clusters Score -2003713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2003721.125000 Penalty: 3172.006836
	Iteration 21Q: 3 clusters Score -2003721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2003734.250000 Penalty: 3172.006836
	Iteration 22Q: 3 clusters Score -2003734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2003740.000000 Penalty: 3172.006836
	Iteration 23Q: 3 clusters Score -2003740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2003753.250000 Penalty: 3172.006836
	Iteration 24Q: 3 clusters Score -2003753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2003760.125000 Penalty: 3172.006836
	Iteration 25Q: 3 clusters Score -2003760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2003771.375000 Penalty: 3172.006836
	Iteration 26Q: 3 clusters Score -2003771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2003780.375000 Penalty: 3172.006836
	Iteration 27Q: 3 clusters Score -2003780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2003779.750000 Penalty: 3172.006836
	Iteration 28Q: 3 clusters Score -2003780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2003782.500000 Penalty: 3172.006836
	Iteration 29Q: 3 clusters Score -2003782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2003787.125000 Penalty: 3172.006836
	Iteration 30Q: 3 clusters Score -2003787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2003791.875000 Penalty: 3172.006836
	Iteration 31Q: 3 clusters Score -2003792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2003791.000000 Penalty: 3172.006836
	Iteration 32Q: 3 clusters Score -2003791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2003789.875000 Penalty: 3172.006836
	Iteration 33Q: 3 clusters Score -2003790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2003791.000000 Penalty: 3172.006836
	Iteration 34Q: 3 clusters Score -2003791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2003791.000000 Penalty: 3172.006836
	Iteration 35F: 3 clusters Score -2003791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -474696.968750 Penalty: 1362.641846
	Iteration 0F: 2 clusters Score -474697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -471087.156250 Penalty: 2725.283691
	Iteration 0F: 3 clusters Score -471087.2 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -472140.625000 Penalty: 2725.283691
	Iteration 1F: 3 clusters Score -472140.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -472574.625000 Penalty: 2725.283691
	Iteration 2F: 3 clusters Score -472574.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -472979.500000 Penalty: 2725.283691
	Iteration 3F: 3 clusters Score -472979.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -473318.843750 Penalty: 2725.283691
	Iteration 4F: 3 clusters Score -473318.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -473600.468750 Penalty: 2725.283691
	Iteration 5F: 3 clusters Score -473600.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -473793.406250 Penalty: 2725.283691
	Iteration 6F: 3 clusters Score -473793.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -473913.250000 Penalty: 2725.283691
	Iteration 7Q: 3 clusters Score -473913.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -473985.000000 Penalty: 2725.283691
	Iteration 8Q: 3 clusters Score -473985 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -474034.187500 Penalty: 2725.283691
	Iteration 9Q: 3 clusters Score -474034.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -474077.062500 Penalty: 2725.283691
	Iteration 10Q: 3 clusters Score -474077.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -474109.406250 Penalty: 2725.283691
	Iteration 11Q: 3 clusters Score -474109.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -474136.625000 Penalty: 2725.283691
	Iteration 12Q: 3 clusters Score -474136.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -474160.031250 Penalty: 2725.283691
	Iteration 13Q: 3 clusters Score -474160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -474176.718750 Penalty: 2725.283691
	Iteration 14Q: 3 clusters Score -474176.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -474189.562500 Penalty: 2725.283691
	Iteration 15Q: 3 clusters Score -474189.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -474202.375000 Penalty: 2725.283691
	Iteration 16Q: 3 clusters Score -474202.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -474216.843750 Penalty: 2725.283691
	Iteration 17Q: 3 clusters Score -474216.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -474232.750000 Penalty: 2725.283691
	Iteration 18Q: 3 clusters Score -474232.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -474246.468750 Penalty: 2725.283691
	Iteration 19Q: 3 clusters Score -474246.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -474253.218750 Penalty: 2725.283691
	Iteration 20F: 3 clusters Score -474253.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -474257.437500 Penalty: 2725.283691
	Iteration 21Q: 3 clusters Score -474257.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -474262.625000 Penalty: 2725.283691
	Iteration 22Q: 3 clusters Score -474262.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -474269.937500 Penalty: 2725.283691
	Iteration 23Q: 3 clusters Score -474269.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -474273.125000 Penalty: 2725.283691
	Iteration 24Q: 3 clusters Score -474273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -474277.250000 Penalty: 2725.283691
	Iteration 25Q: 3 clusters Score -474277.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -474282.187500 Penalty: 2725.283691
	Iteration 26Q: 3 clusters Score -474282.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -474287.562500 Penalty: 2725.283691
	Iteration 27Q: 3 clusters Score -474287.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -474290.906250 Penalty: 2725.283691
	Iteration 28Q: 3 clusters Score -474290.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -474294.437500 Penalty: 2725.283691
	Iteration 29Q: 3 clusters Score -474294.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -474298.281250 Penalty: 2725.283691
	Iteration 30Q: 3 clusters Score -474298.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -474304.281250 Penalty: 2725.283691
	Iteration 31Q: 3 clusters Score -474304.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -474310.968750 Penalty: 2725.283691
	Iteration 32Q: 3 clusters Score -474311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -474318.468750 Penalty: 2725.283691
	Iteration 33Q: 3 clusters Score -474318.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -474325.218750 Penalty: 2725.283691
	Iteration 34Q: 3 clusters Score -474325.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -474330.250000 Penalty: 2725.283691
	Iteration 35Q: 3 clusters Score -474330.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -474334.156250 Penalty: 2725.283691
	Iteration 36Q: 3 clusters Score -474334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -474336.250000 Penalty: 2725.283691
	Iteration 37Q: 3 clusters Score -474336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -474336.656250 Penalty: 2725.283691
	Iteration 38Q: 3 clusters Score -474336.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -474336.656250 Penalty: 2725.283691
	Iteration 39F: 3 clusters Score -474336.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Entering Unmasked Estep 
Score: -8995341.000000 Penalty: 1828.287842
	Iteration 0F: 2 clusters Score -8995341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -8943875.000000 Penalty: 3656.575684
	Iteration 0F: 3 clusters Score -8943875 nChanged 36660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -8964996.000000 Penalty: 3656.575684
	Iteration 1F: 3 clusters Score -8964996 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -8965641.000000 Penalty: 3656.575684
	Iteration 2Q: 3 clusters Score -8965641 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -8966512.000000 Penalty: 3656.575684
	Iteration 3Q: 3 clusters Score -8966512 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -8967876.000000 Penalty: 3656.575684
	Iteration 4Q: 3 clusters Score -8967876 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -8970361.000000 Penalty: 3656.575684
	Iteration 5F: 3 clusters Score -8970361 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -8974545.000000 Penalty: 3656.575684
	Iteration 6F: 3 clusters Score -8974545 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -8980491.000000 Penalty: 3656.575684
	Iteration 7F: 3 clusters Score -8980491 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -8986798.000000 Penalty: 3656.575684
	Iteration 8F: 3 clusters Score -8986798 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 74185 members 
Entering Unmasked Estep 
Score: -8990988.000000 Penalty: 3656.575684
	Iteration 9F: 3 clusters Score -8990988 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 76080 members 
Entering Unmasked Estep 
Score: -8992800.000000 Penalty: 3656.575684
	Iteration 10Q: 3 clusters Score -8992800 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 76709 members 
Entering Unmasked Estep 
Score: -8993414.000000 Penalty: 3656.575684
	Iteration 11Q: 3 clusters Score -8993414 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -8993586.000000 Penalty: 3656.575684
	Iteration 12Q: 3 clusters Score -8993586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
Score: -8993645.000000 Penalty: 3656.575684
	Iteration 13Q: 3 clusters Score -8993645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -8993671.000000 Penalty: 3656.575684
	Iteration 14Q: 3 clusters Score -8993671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 76853 members 
Entering Unmasked Estep 
Score: -8993684.000000 Penalty: 3656.575684
	Iteration 15Q: 3 clusters Score -8993684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -8993690.000000 Penalty: 3656.575684
	Iteration 16Q: 3 clusters Score -8993690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -8993690.000000 Penalty: 3656.575684
	Iteration 17F: 3 clusters Score -8993690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Entering Unmasked Estep 
Score: -431728.343750 Penalty: 1336.644287
	Iteration 0F: 2 clusters Score -431728.3 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 1867 members 
Entering Unmasked Estep 
Score: -428558.062500 Penalty: 2673.288574
	Iteration 0F: 3 clusters Score -428558.1 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -429305.093750 Penalty: 2673.288574
	Iteration 1F: 3 clusters Score -429305.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -429455.156250 Penalty: 2673.288574
	Iteration 2F: 3 clusters Score -429455.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -429552.875000 Penalty: 2673.288574
	Iteration 3Q: 3 clusters Score -429552.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -429619.531250 Penalty: 2673.288574
	Iteration 4Q: 3 clusters Score -429619.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -429671.500000 Penalty: 2673.288574
	Iteration 5Q: 3 clusters Score -429671.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -429700.875000 Penalty: 2673.288574
	Iteration 6Q: 3 clusters Score -429700.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -429722.781250 Penalty: 2673.288574
	Iteration 7Q: 3 clusters Score -429722.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -429741.968750 Penalty: 2673.288574
	Iteration 8Q: 3 clusters Score -429742 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -429759.781250 Penalty: 2673.288574
	Iteration 9Q: 3 clusters Score -429759.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -429774.781250 Penalty: 2673.288574
	Iteration 10Q: 3 clusters Score -429774.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -429787.187500 Penalty: 2673.288574
	Iteration 11Q: 3 clusters Score -429787.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -429798.906250 Penalty: 2673.288574
	Iteration 12Q: 3 clusters Score -429798.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -429806.812500 Penalty: 2673.288574
	Iteration 13Q: 3 clusters Score -429806.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -429811.750000 Penalty: 2673.288574
	Iteration 14Q: 3 clusters Score -429811.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -429819.000000 Penalty: 2673.288574
	Iteration 15Q: 3 clusters Score -429819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -429832.500000 Penalty: 2673.288574
	Iteration 16Q: 3 clusters Score -429832.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -429854.093750 Penalty: 2673.288574
	Iteration 17Q: 3 clusters Score -429854.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -429869.968750 Penalty: 2673.288574
	Iteration 18Q: 3 clusters Score -429870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -429882.250000 Penalty: 2673.288574
	Iteration 19Q: 3 clusters Score -429882.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -429897.625000 Penalty: 2673.288574
	Iteration 20F: 3 clusters Score -429897.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -429916.125000 Penalty: 2673.288574
	Iteration 21Q: 3 clusters Score -429916.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -429947.218750 Penalty: 2673.288574
	Iteration 22Q: 3 clusters Score -429947.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -429970.906250 Penalty: 2673.288574
	Iteration 23Q: 3 clusters Score -429970.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -429993.531250 Penalty: 2673.288574
	Iteration 24Q: 3 clusters Score -429993.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -430011.437500 Penalty: 2673.288574
	Iteration 25Q: 3 clusters Score -430011.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -430029.156250 Penalty: 2673.288574
	Iteration 26Q: 3 clusters Score -430029.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -430044.687500 Penalty: 2673.288574
	Iteration 27Q: 3 clusters Score -430044.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -430063.093750 Penalty: 2673.288574
	Iteration 28Q: 3 clusters Score -430063.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -430079.375000 Penalty: 2673.288574
	Iteration 29Q: 3 clusters Score -430079.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -430097.125000 Penalty: 2673.288574
	Iteration 30Q: 3 clusters Score -430097.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -430111.656250 Penalty: 2673.288574
	Iteration 31Q: 3 clusters Score -430111.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -430124.906250 Penalty: 2673.288574
	Iteration 32Q: 3 clusters Score -430124.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -430140.250000 Penalty: 2673.288574
	Iteration 33Q: 3 clusters Score -430140.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -430160.687500 Penalty: 2673.288574
	Iteration 34Q: 3 clusters Score -430160.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -430180.281250 Penalty: 2673.288574
	Iteration 35Q: 3 clusters Score -430180.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -430210.312500 Penalty: 2673.288574
	Iteration 36Q: 3 clusters Score -430210.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -430246.968750 Penalty: 2673.288574
	Iteration 37Q: 3 clusters Score -430247 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -430294.062500 Penalty: 2673.288574
	Iteration 38Q: 3 clusters Score -430294.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -430327.531250 Penalty: 2673.288574
	Iteration 39Q: 3 clusters Score -430327.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -430356.250000 Penalty: 2673.288574
	Iteration 40F: 3 clusters Score -430356.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -430388.500000 Penalty: 2673.288574
	Iteration 41Q: 3 clusters Score -430388.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -430425.343750 Penalty: 2673.288574
	Iteration 42Q: 3 clusters Score -430425.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -430454.406250 Penalty: 2673.288574
	Iteration 43Q: 3 clusters Score -430454.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -430474.250000 Penalty: 2673.288574
	Iteration 44Q: 3 clusters Score -430474.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -430492.781250 Penalty: 2673.288574
	Iteration 45Q: 3 clusters Score -430492.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -430504.875000 Penalty: 2673.288574
	Iteration 46Q: 3 clusters Score -430504.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -430516.000000 Penalty: 2673.288574
	Iteration 47Q: 3 clusters Score -430516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -430522.625000 Penalty: 2673.288574
	Iteration 48Q: 3 clusters Score -430522.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -430528.125000 Penalty: 2673.288574
	Iteration 49Q: 3 clusters Score -430528.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -430534.750000 Penalty: 2673.288574
	Iteration 50Q: 3 clusters Score -430534.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -430539.343750 Penalty: 2673.288574
	Iteration 51Q: 3 clusters Score -430539.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -430541.656250 Penalty: 2673.288574
	Iteration 52Q: 3 clusters Score -430541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -430543.781250 Penalty: 2673.288574
	Iteration 53Q: 3 clusters Score -430543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -430547.750000 Penalty: 2673.288574
	Iteration 54Q: 3 clusters Score -430547.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -430549.718750 Penalty: 2673.288574
	Iteration 55Q: 3 clusters Score -430549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -430553.218750 Penalty: 2673.288574
	Iteration 56Q: 3 clusters Score -430553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -430555.406250 Penalty: 2673.288574
	Iteration 57Q: 3 clusters Score -430555.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -430555.406250 Penalty: 2673.288574
	Iteration 58F: 3 clusters Score -430555.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Entering Unmasked Estep 
Score: -233070.562500 Penalty: 1251.297974
	Iteration 0F: 2 clusters Score -233070.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -230875.515625 Penalty: 2502.595947
	Iteration 0F: 3 clusters Score -230875.5 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -231392.843750 Penalty: 2502.595947
	Iteration 1F: 3 clusters Score -231392.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -231674.203125 Penalty: 2502.595947
	Iteration 2F: 3 clusters Score -231674.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -232292.984375 Penalty: 2502.595947
	Iteration 3F: 3 clusters Score -232293 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -233102.828125 Penalty: 2502.595947
	Iteration 4F: 3 clusters Score -233102.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -233575.187500 Penalty: 2502.595947
	Iteration 5F: 3 clusters Score -233575.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -233746.203125 Penalty: 2502.595947
	Iteration 6F: 3 clusters Score -233746.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -233819.500000 Penalty: 2502.595947
	Iteration 7Q: 3 clusters Score -233819.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -233840.031250 Penalty: 2502.595947
	Iteration 8Q: 3 clusters Score -233840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -233848.125000 Penalty: 2502.595947
	Iteration 9Q: 3 clusters Score -233848.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -233850.968750 Penalty: 2502.595947
	Iteration 10Q: 3 clusters Score -233851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -233852.921875 Penalty: 2502.595947
	Iteration 11Q: 3 clusters Score -233852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -233852.921875 Penalty: 2502.595947
	Iteration 12F: 3 clusters Score -233852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 14843 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 139107 members 
Mstep: Class 6 contains 151630 members 
Mstep: Class 7 contains 17327 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 76957 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 10537 members 
Mstep: Class 13 contains 5161 members 
Mstep: Class 14 contains 46717 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 86979 members 
Mstep: Class 19 contains 87263 members 
Mstep: Class 20 contains 39354 members 
Mstep: Class 21 contains 11248 members 
Mstep: Class 22 contains 71967 members 
Mstep: Class 23 contains 3383 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 67667 members 
Mstep: Class 26 contains 13470 members 
Mstep: Class 27 contains 22550 members 
Mstep: Class 28 contains 476 members 
Entering Unmasked Estep 
Score: -102110008.000000 Penalty: 62435.281250
Splitting cluster 11 changes total score from -102110264.000000 to -102110008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1219089.000000 Penalty: 1505.180420
	Iteration 0F: 2 clusters Score -1219089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1211593.750000 Penalty: 3010.360840
	Iteration 0F: 3 clusters Score -1211594 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1214082.750000 Penalty: 3010.360840
	Iteration 1F: 3 clusters Score -1214083 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1214332.375000 Penalty: 3010.360840
	Iteration 2F: 3 clusters Score -1214332 nChanged 482
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: -1214519.125000 Penalty: 3010.360840
	Iteration 3Q: 3 clusters Score -1214519 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1214662.125000 Penalty: 3010.360840
	Iteration 4Q: 3 clusters Score -1214662 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1214783.750000 Penalty: 3010.360840
	Iteration 5Q: 3 clusters Score -1214784 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1214892.500000 Penalty: 3010.360840
	Iteration 6Q: 3 clusters Score -1214892 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1215002.500000 Penalty: 3010.360840
	Iteration 7Q: 3 clusters Score -1215002 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1215149.625000 Penalty: 3010.360840
	Iteration 8Q: 3 clusters Score -1215150 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1215319.875000 Penalty: 3010.360840
	Iteration 9Q: 3 clusters Score -1215320 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1215512.750000 Penalty: 3010.360840
	Iteration 10Q: 3 clusters Score -1215513 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1215732.750000 Penalty: 3010.360840
	Iteration 11Q: 3 clusters Score -1215733 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1215987.125000 Penalty: 3010.360840
	Iteration 12Q: 3 clusters Score -1215987 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1216249.000000 Penalty: 3010.360840
	Iteration 13Q: 3 clusters Score -1216249 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1216508.000000 Penalty: 3010.360840
	Iteration 14Q: 3 clusters Score -1216508 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1216713.500000 Penalty: 3010.360840
	Iteration 15Q: 3 clusters Score -1216714 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1216834.125000 Penalty: 3010.360840
	Iteration 16Q: 3 clusters Score -1216834 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1216900.000000 Penalty: 3010.360840
	Iteration 17Q: 3 clusters Score -1216900 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1216924.625000 Penalty: 3010.360840
	Iteration 18Q: 3 clusters Score -1216925 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1216935.625000 Penalty: 3010.360840
	Iteration 19Q: 3 clusters Score -1216936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1216945.625000 Penalty: 3010.360840
	Iteration 20F: 3 clusters Score -1216946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1216956.625000 Penalty: 3010.360840
	Iteration 21Q: 3 clusters Score -1216957 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1216962.625000 Penalty: 3010.360840
	Iteration 22Q: 3 clusters Score -1216963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1216971.000000 Penalty: 3010.360840
	Iteration 23Q: 3 clusters Score -1216971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1216981.250000 Penalty: 3010.360840
	Iteration 24Q: 3 clusters Score -1216981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1216980.625000 Penalty: 3010.360840
	Iteration 25Q: 3 clusters Score -1216981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1216988.750000 Penalty: 3010.360840
	Iteration 26Q: 3 clusters Score -1216989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1216996.625000 Penalty: 3010.360840
	Iteration 27Q: 3 clusters Score -1216997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1217002.875000 Penalty: 3010.360840
	Iteration 28Q: 3 clusters Score -1217003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1217012.250000 Penalty: 3010.360840
	Iteration 29Q: 3 clusters Score -1217012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1217017.125000 Penalty: 3010.360840
	Iteration 30Q: 3 clusters Score -1217017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1217025.625000 Penalty: 3010.360840
	Iteration 31Q: 3 clusters Score -1217026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1217037.250000 Penalty: 3010.360840
	Iteration 32Q: 3 clusters Score -1217037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1217050.500000 Penalty: 3010.360840
	Iteration 33Q: 3 clusters Score -1217050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1217061.500000 Penalty: 3010.360840
	Iteration 34Q: 3 clusters Score -1217062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1217067.375000 Penalty: 3010.360840
	Iteration 35Q: 3 clusters Score -1217067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1217072.750000 Penalty: 3010.360840
	Iteration 36Q: 3 clusters Score -1217073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1217079.625000 Penalty: 3010.360840
	Iteration 37Q: 3 clusters Score -1217080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1217085.750000 Penalty: 3010.360840
	Iteration 38Q: 3 clusters Score -1217086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1217093.375000 Penalty: 3010.360840
	Iteration 39Q: 3 clusters Score -1217093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1217099.375000 Penalty: 3010.360840
	Iteration 40F: 3 clusters Score -1217099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1217107.875000 Penalty: 3010.360840
	Iteration 41Q: 3 clusters Score -1217108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1217115.125000 Penalty: 3010.360840
	Iteration 42Q: 3 clusters Score -1217115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1217123.625000 Penalty: 3010.360840
	Iteration 43Q: 3 clusters Score -1217124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1217136.250000 Penalty: 3010.360840
	Iteration 44Q: 3 clusters Score -1217136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1217150.375000 Penalty: 3010.360840
	Iteration 45Q: 3 clusters Score -1217150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1217173.375000 Penalty: 3010.360840
	Iteration 46Q: 3 clusters Score -1217173 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1217191.625000 Penalty: 3010.360840
	Iteration 47Q: 3 clusters Score -1217192 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1217212.750000 Penalty: 3010.360840
	Iteration 48Q: 3 clusters Score -1217213 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1217230.250000 Penalty: 3010.360840
	Iteration 49Q: 3 clusters Score -1217230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1217242.625000 Penalty: 3010.360840
	Iteration 50Q: 3 clusters Score -1217243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1217252.250000 Penalty: 3010.360840
	Iteration 51Q: 3 clusters Score -1217252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1217263.750000 Penalty: 3010.360840
	Iteration 52Q: 3 clusters Score -1217264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1217271.375000 Penalty: 3010.360840
	Iteration 53Q: 3 clusters Score -1217271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1217276.000000 Penalty: 3010.360840
	Iteration 54Q: 3 clusters Score -1217276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1217287.875000 Penalty: 3010.360840
	Iteration 55Q: 3 clusters Score -1217288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1217294.125000 Penalty: 3010.360840
	Iteration 56Q: 3 clusters Score -1217294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1217305.000000 Penalty: 3010.360840
	Iteration 57Q: 3 clusters Score -1217305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1217310.750000 Penalty: 3010.360840
	Iteration 58Q: 3 clusters Score -1217311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1217316.375000 Penalty: 3010.360840
	Iteration 59Q: 3 clusters Score -1217316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1217323.250000 Penalty: 3010.360840
	Iteration 60F: 3 clusters Score -1217323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1217331.625000 Penalty: 3010.360840
	Iteration 61Q: 3 clusters Score -1217332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1217339.375000 Penalty: 3010.360840
	Iteration 62Q: 3 clusters Score -1217339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1217350.000000 Penalty: 3010.360840
	Iteration 63Q: 3 clusters Score -1217350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1217360.625000 Penalty: 3010.360840
	Iteration 64Q: 3 clusters Score -1217361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1217371.125000 Penalty: 3010.360840
	Iteration 65Q: 3 clusters Score -1217371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1217381.875000 Penalty: 3010.360840
	Iteration 66Q: 3 clusters Score -1217382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1217395.500000 Penalty: 3010.360840
	Iteration 67Q: 3 clusters Score -1217396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1217412.625000 Penalty: 3010.360840
	Iteration 68Q: 3 clusters Score -1217413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1217425.625000 Penalty: 3010.360840
	Iteration 69Q: 3 clusters Score -1217426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1217440.125000 Penalty: 3010.360840
	Iteration 70Q: 3 clusters Score -1217440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1217454.000000 Penalty: 3010.360840
	Iteration 71Q: 3 clusters Score -1217454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1217467.000000 Penalty: 3010.360840
	Iteration 72Q: 3 clusters Score -1217467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1217472.500000 Penalty: 3010.360840
	Iteration 73Q: 3 clusters Score -1217472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1217482.125000 Penalty: 3010.360840
	Iteration 74Q: 3 clusters Score -1217482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1217487.125000 Penalty: 3010.360840
	Iteration 75Q: 3 clusters Score -1217487 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1217502.250000 Penalty: 3010.360840
	Iteration 76Q: 3 clusters Score -1217502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1217509.750000 Penalty: 3010.360840
	Iteration 77Q: 3 clusters Score -1217510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1217522.250000 Penalty: 3010.360840
	Iteration 78Q: 3 clusters Score -1217522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1217522.000000 Penalty: 3010.360840
	Iteration 79Q: 3 clusters Score -1217522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1217533.375000 Penalty: 3010.360840
	Iteration 80F: 3 clusters Score -1217533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1217538.750000 Penalty: 3010.360840
	Iteration 81Q: 3 clusters Score -1217539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1217543.500000 Penalty: 3010.360840
	Iteration 82Q: 3 clusters Score -1217544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1217545.750000 Penalty: 3010.360840
	Iteration 83Q: 3 clusters Score -1217546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1217547.625000 Penalty: 3010.360840
	Iteration 84Q: 3 clusters Score -1217548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1217553.875000 Penalty: 3010.360840
	Iteration 85Q: 3 clusters Score -1217554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1217557.375000 Penalty: 3010.360840
	Iteration 86Q: 3 clusters Score -1217557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1217564.250000 Penalty: 3010.360840
	Iteration 87Q: 3 clusters Score -1217564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1217573.125000 Penalty: 3010.360840
	Iteration 88Q: 3 clusters Score -1217573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1217577.000000 Penalty: 3010.360840
	Iteration 89Q: 3 clusters Score -1217577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1217579.875000 Penalty: 3010.360840
	Iteration 90Q: 3 clusters Score -1217580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1217582.125000 Penalty: 3010.360840
	Iteration 91Q: 3 clusters Score -1217582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1217584.375000 Penalty: 3010.360840
	Iteration 92Q: 3 clusters Score -1217584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1217589.750000 Penalty: 3010.360840
	Iteration 93Q: 3 clusters Score -1217590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1217589.125000 Penalty: 3010.360840
	Iteration 94Q: 3 clusters Score -1217589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1217590.500000 Penalty: 3010.360840
	Iteration 95Q: 3 clusters Score -1217590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1217592.625000 Penalty: 3010.360840
	Iteration 96Q: 3 clusters Score -1217593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1217597.875000 Penalty: 3010.360840
	Iteration 97Q: 3 clusters Score -1217598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1217601.500000 Penalty: 3010.360840
	Iteration 98Q: 3 clusters Score -1217602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1217605.000000 Penalty: 3010.360840
	Iteration 99Q: 3 clusters Score -1217605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1217603.875000 Penalty: 3010.360840
	Iteration 100F: 3 clusters Score -1217604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1217604.375000 Penalty: 3010.360840
	Iteration 101Q: 3 clusters Score -1217604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1217603.250000 Penalty: 3010.360840
	Iteration 102Q: 3 clusters Score -1217603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1217603.875000 Penalty: 3010.360840
	Iteration 103Q: 3 clusters Score -1217604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1217608.500000 Penalty: 3010.360840
	Iteration 104Q: 3 clusters Score -1217608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1217607.750000 Penalty: 3010.360840
	Iteration 105Q: 3 clusters Score -1217608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1217609.750000 Penalty: 3010.360840
	Iteration 106Q: 3 clusters Score -1217610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1217610.500000 Penalty: 3010.360840
	Iteration 107Q: 3 clusters Score -1217610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1217610.375000 Penalty: 3010.360840
	Iteration 108Q: 3 clusters Score -1217610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1217610.000000 Penalty: 3010.360840
	Iteration 109Q: 3 clusters Score -1217610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1217612.125000 Penalty: 3010.360840
	Iteration 110Q: 3 clusters Score -1217612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1217613.875000 Penalty: 3010.360840
	Iteration 111Q: 3 clusters Score -1217614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1217618.250000 Penalty: 3010.360840
	Iteration 112Q: 3 clusters Score -1217618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1217620.625000 Penalty: 3010.360840
	Iteration 113Q: 3 clusters Score -1217621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1217618.125000 Penalty: 3010.360840
	Iteration 114Q: 3 clusters Score -1217618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1217618.500000 Penalty: 3010.360840
	Iteration 115Q: 3 clusters Score -1217618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1217620.750000 Penalty: 3010.360840
	Iteration 116Q: 3 clusters Score -1217621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1217624.125000 Penalty: 3010.360840
	Iteration 117Q: 3 clusters Score -1217624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1217624.375000 Penalty: 3010.360840
	Iteration 118Q: 3 clusters Score -1217624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1217626.500000 Penalty: 3010.360840
	Iteration 119Q: 3 clusters Score -1217626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1217629.500000 Penalty: 3010.360840
	Iteration 120F: 3 clusters Score -1217630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1217628.750000 Penalty: 3010.360840
	Iteration 121Q: 3 clusters Score -1217629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1217631.250000 Penalty: 3010.360840
	Iteration 122Q: 3 clusters Score -1217631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1217633.750000 Penalty: 3010.360840
	Iteration 123Q: 3 clusters Score -1217634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1217634.250000 Penalty: 3010.360840
	Iteration 124Q: 3 clusters Score -1217634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1217634.500000 Penalty: 3010.360840
	Iteration 125Q: 3 clusters Score -1217634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1217635.000000 Penalty: 3010.360840
	Iteration 126Q: 3 clusters Score -1217635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1217637.500000 Penalty: 3010.360840
	Iteration 127Q: 3 clusters Score -1217638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1217643.875000 Penalty: 3010.360840
	Iteration 128Q: 3 clusters Score -1217644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1217646.750000 Penalty: 3010.360840
	Iteration 129Q: 3 clusters Score -1217647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1217649.375000 Penalty: 3010.360840
	Iteration 130Q: 3 clusters Score -1217649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1217652.625000 Penalty: 3010.360840
	Iteration 131Q: 3 clusters Score -1217653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1217655.500000 Penalty: 3010.360840
	Iteration 132Q: 3 clusters Score -1217656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1217654.875000 Penalty: 3010.360840
	Iteration 133Q: 3 clusters Score -1217655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1217657.750000 Penalty: 3010.360840
	Iteration 134Q: 3 clusters Score -1217658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1217659.250000 Penalty: 3010.360840
	Iteration 135Q: 3 clusters Score -1217659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1217660.625000 Penalty: 3010.360840
	Iteration 136Q: 3 clusters Score -1217661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1217661.375000 Penalty: 3010.360840
	Iteration 137Q: 3 clusters Score -1217661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1217662.750000 Penalty: 3010.360840
	Iteration 138Q: 3 clusters Score -1217663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1217665.250000 Penalty: 3010.360840
	Iteration 139Q: 3 clusters Score -1217665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1217664.375000 Penalty: 3010.360840
	Iteration 140F: 3 clusters Score -1217664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1217668.625000 Penalty: 3010.360840
	Iteration 141Q: 3 clusters Score -1217669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1217669.875000 Penalty: 3010.360840
	Iteration 142Q: 3 clusters Score -1217670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1217675.625000 Penalty: 3010.360840
	Iteration 143Q: 3 clusters Score -1217676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1217680.375000 Penalty: 3010.360840
	Iteration 144Q: 3 clusters Score -1217680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1217681.375000 Penalty: 3010.360840
	Iteration 145Q: 3 clusters Score -1217681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1217687.125000 Penalty: 3010.360840
	Iteration 146Q: 3 clusters Score -1217687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1217690.625000 Penalty: 3010.360840
	Iteration 147Q: 3 clusters Score -1217691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1217696.500000 Penalty: 3010.360840
	Iteration 148Q: 3 clusters Score -1217696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1217701.625000 Penalty: 3010.360840
	Iteration 149Q: 3 clusters Score -1217702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1217706.375000 Penalty: 3010.360840
	Iteration 150Q: 3 clusters Score -1217706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1217714.250000 Penalty: 3010.360840
	Iteration 151Q: 3 clusters Score -1217714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1217721.375000 Penalty: 3010.360840
	Iteration 152Q: 3 clusters Score -1217721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1217725.250000 Penalty: 3010.360840
	Iteration 153Q: 3 clusters Score -1217725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1217727.375000 Penalty: 3010.360840
	Iteration 154Q: 3 clusters Score -1217727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1217726.875000 Penalty: 3010.360840
	Iteration 155Q: 3 clusters Score -1217727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1217729.125000 Penalty: 3010.360840
	Iteration 156Q: 3 clusters Score -1217729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1217730.250000 Penalty: 3010.360840
	Iteration 157Q: 3 clusters Score -1217730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1217733.250000 Penalty: 3010.360840
	Iteration 158Q: 3 clusters Score -1217733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1217736.125000 Penalty: 3010.360840
	Iteration 159Q: 3 clusters Score -1217736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1217739.000000 Penalty: 3010.360840
	Iteration 160F: 3 clusters Score -1217739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1217740.875000 Penalty: 3010.360840
	Iteration 161Q: 3 clusters Score -1217741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1217741.125000 Penalty: 3010.360840
	Iteration 162Q: 3 clusters Score -1217741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1217742.625000 Penalty: 3010.360840
	Iteration 163Q: 3 clusters Score -1217743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1217745.625000 Penalty: 3010.360840
	Iteration 164Q: 3 clusters Score -1217746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1217747.875000 Penalty: 3010.360840
	Iteration 165Q: 3 clusters Score -1217748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1217750.875000 Penalty: 3010.360840
	Iteration 166Q: 3 clusters Score -1217751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1217752.875000 Penalty: 3010.360840
	Iteration 167Q: 3 clusters Score -1217753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1217753.500000 Penalty: 3010.360840
	Iteration 168Q: 3 clusters Score -1217754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1217755.250000 Penalty: 3010.360840
	Iteration 169Q: 3 clusters Score -1217755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1217754.750000 Penalty: 3010.360840
	Iteration 170Q: 3 clusters Score -1217755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1217755.375000 Penalty: 3010.360840
	Iteration 171Q: 3 clusters Score -1217755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1217756.125000 Penalty: 3010.360840
	Iteration 172Q: 3 clusters Score -1217756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1217762.250000 Penalty: 3010.360840
	Iteration 173Q: 3 clusters Score -1217762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1217761.875000 Penalty: 3010.360840
	Iteration 174Q: 3 clusters Score -1217762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1217763.500000 Penalty: 3010.360840
	Iteration 175Q: 3 clusters Score -1217764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1217764.125000 Penalty: 3010.360840
	Iteration 176Q: 3 clusters Score -1217764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1217763.875000 Penalty: 3010.360840
	Iteration 177Q: 3 clusters Score -1217764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1217766.500000 Penalty: 3010.360840
	Iteration 178Q: 3 clusters Score -1217766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1217766.000000 Penalty: 3010.360840
	Iteration 179Q: 3 clusters Score -1217766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1217767.250000 Penalty: 3010.360840
	Iteration 180F: 3 clusters Score -1217767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1217768.750000 Penalty: 3010.360840
	Iteration 181Q: 3 clusters Score -1217769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1217770.500000 Penalty: 3010.360840
	Iteration 182Q: 3 clusters Score -1217770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1217769.625000 Penalty: 3010.360840
	Iteration 183Q: 3 clusters Score -1217770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1217769.625000 Penalty: 3010.360840
	Iteration 184F: 3 clusters Score -1217770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Entering Unmasked Estep 
Score: -594799.187500 Penalty: 1389.193848
	Iteration 0F: 2 clusters Score -594799.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -590696.937500 Penalty: 2778.387695
	Iteration 0F: 3 clusters Score -590696.9 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -591827.375000 Penalty: 2778.387695
	Iteration 1F: 3 clusters Score -591827.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -592048.125000 Penalty: 2778.387695
	Iteration 2F: 3 clusters Score -592048.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -592243.375000 Penalty: 2778.387695
	Iteration 3F: 3 clusters Score -592243.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -592443.750000 Penalty: 2778.387695
	Iteration 4F: 3 clusters Score -592443.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -592581.000000 Penalty: 2778.387695
	Iteration 5Q: 3 clusters Score -592581 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -592690.750000 Penalty: 2778.387695
	Iteration 6Q: 3 clusters Score -592690.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -592780.562500 Penalty: 2778.387695
	Iteration 7Q: 3 clusters Score -592780.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -592876.125000 Penalty: 2778.387695
	Iteration 8Q: 3 clusters Score -592876.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -592984.812500 Penalty: 2778.387695
	Iteration 9Q: 3 clusters Score -592984.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -593103.312500 Penalty: 2778.387695
	Iteration 10Q: 3 clusters Score -593103.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -593211.500000 Penalty: 2778.387695
	Iteration 11Q: 3 clusters Score -593211.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -593327.375000 Penalty: 2778.387695
	Iteration 12Q: 3 clusters Score -593327.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -593438.625000 Penalty: 2778.387695
	Iteration 13Q: 3 clusters Score -593438.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -593557.687500 Penalty: 2778.387695
	Iteration 14Q: 3 clusters Score -593557.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -593661.812500 Penalty: 2778.387695
	Iteration 15Q: 3 clusters Score -593661.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -593749.125000 Penalty: 2778.387695
	Iteration 16Q: 3 clusters Score -593749.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -593813.312500 Penalty: 2778.387695
	Iteration 17Q: 3 clusters Score -593813.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -593853.750000 Penalty: 2778.387695
	Iteration 18Q: 3 clusters Score -593853.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -593875.062500 Penalty: 2778.387695
	Iteration 19Q: 3 clusters Score -593875.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -593885.625000 Penalty: 2778.387695
	Iteration 20F: 3 clusters Score -593885.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -593893.625000 Penalty: 2778.387695
	Iteration 21Q: 3 clusters Score -593893.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -593898.312500 Penalty: 2778.387695
	Iteration 22Q: 3 clusters Score -593898.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -593900.625000 Penalty: 2778.387695
	Iteration 23Q: 3 clusters Score -593900.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -593904.687500 Penalty: 2778.387695
	Iteration 24Q: 3 clusters Score -593904.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -593909.000000 Penalty: 2778.387695
	Iteration 25Q: 3 clusters Score -593909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -593910.875000 Penalty: 2778.387695
	Iteration 26Q: 3 clusters Score -593910.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -593912.500000 Penalty: 2778.387695
	Iteration 27Q: 3 clusters Score -593912.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -593912.062500 Penalty: 2778.387695
	Iteration 28Q: 3 clusters Score -593912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -593912.875000 Penalty: 2778.387695
	Iteration 29Q: 3 clusters Score -593912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -593913.312500 Penalty: 2778.387695
	Iteration 30Q: 3 clusters Score -593913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -593912.937500 Penalty: 2778.387695
	Iteration 31Q: 3 clusters Score -593912.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -593915.062500 Penalty: 2778.387695
	Iteration 32Q: 3 clusters Score -593915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -593915.562500 Penalty: 2778.387695
	Iteration 33Q: 3 clusters Score -593915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -593915.687500 Penalty: 2778.387695
	Iteration 34Q: 3 clusters Score -593915.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -593915.812500 Penalty: 2778.387695
	Iteration 35Q: 3 clusters Score -593915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -593916.750000 Penalty: 2778.387695
	Iteration 36Q: 3 clusters Score -593916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -593916.750000 Penalty: 2778.387695
	Iteration 37F: 3 clusters Score -593916.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Entering Unmasked Estep 
Score: -5358293.500000 Penalty: 1747.177856
	Iteration 0F: 2 clusters Score -5358294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -5326921.000000 Penalty: 3494.355713
	Iteration 0F: 3 clusters Score -5326921 nChanged 21960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -5339424.500000 Penalty: 3494.355713
	Iteration 1F: 3 clusters Score -5339424 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -5340413.500000 Penalty: 3494.355713
	Iteration 2Q: 3 clusters Score -5340414 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -5341916.000000 Penalty: 3494.355713
	Iteration 3F: 3 clusters Score -5341916 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -5344222.500000 Penalty: 3494.355713
	Iteration 4F: 3 clusters Score -5344222 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -5347514.500000 Penalty: 3494.355713
	Iteration 5F: 3 clusters Score -5347514 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -5351144.500000 Penalty: 3494.355713
	Iteration 6F: 3 clusters Score -5351144 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5354018.500000 Penalty: 3494.355713
	Iteration 7F: 3 clusters Score -5354018 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5355662.500000 Penalty: 3494.355713
	Iteration 8Q: 3 clusters Score -5355662 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5356472.500000 Penalty: 3494.355713
	Iteration 9Q: 3 clusters Score -5356472 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5356860.500000 Penalty: 3494.355713
	Iteration 10Q: 3 clusters Score -5356860 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5357008.000000 Penalty: 3494.355713
	Iteration 11Q: 3 clusters Score -5357008 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5357086.000000 Penalty: 3494.355713
	Iteration 12Q: 3 clusters Score -5357086 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5357123.000000 Penalty: 3494.355713
	Iteration 13Q: 3 clusters Score -5357123 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5357146.000000 Penalty: 3494.355713
	Iteration 14Q: 3 clusters Score -5357146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5357162.500000 Penalty: 3494.355713
	Iteration 15Q: 3 clusters Score -5357162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5357168.500000 Penalty: 3494.355713
	Iteration 16Q: 3 clusters Score -5357168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5357172.500000 Penalty: 3494.355713
	Iteration 17Q: 3 clusters Score -5357172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5357174.500000 Penalty: 3494.355713
	Iteration 18Q: 3 clusters Score -5357174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5357174.500000 Penalty: 3494.355713
	Iteration 19Q: 3 clusters Score -5357174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5357175.000000 Penalty: 3494.355713
	Iteration 20F: 3 clusters Score -5357175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5357180.500000 Penalty: 3494.355713
	Iteration 21Q: 3 clusters Score -5357180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5357181.000000 Penalty: 3494.355713
	Iteration 22Q: 3 clusters Score -5357181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5357182.500000 Penalty: 3494.355713
	Iteration 23Q: 3 clusters Score -5357182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5357182.500000 Penalty: 3494.355713
	Iteration 24Q: 3 clusters Score -5357182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5357185.500000 Penalty: 3494.355713
	Iteration 25Q: 3 clusters Score -5357186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5357183.000000 Penalty: 3494.355713
	Iteration 26Q: 3 clusters Score -5357183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5357183.000000 Penalty: 3494.355713
	Iteration 27F: 3 clusters Score -5357183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Entering Unmasked Estep 
Score: -459736.687500 Penalty: 1346.272949
	Iteration 0F: 2 clusters Score -459736.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -456418.312500 Penalty: 2692.545898
	Iteration 0F: 3 clusters Score -456418.3 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -457281.062500 Penalty: 2692.545898
	Iteration 1F: 3 clusters Score -457281.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -457445.781250 Penalty: 2692.545898
	Iteration 2F: 3 clusters Score -457445.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -457532.000000 Penalty: 2692.545898
	Iteration 3F: 3 clusters Score -457532 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -457572.968750 Penalty: 2692.545898
	Iteration 4Q: 3 clusters Score -457573 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -457608.593750 Penalty: 2692.545898
	Iteration 5Q: 3 clusters Score -457608.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -457637.312500 Penalty: 2692.545898
	Iteration 6Q: 3 clusters Score -457637.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -457660.468750 Penalty: 2692.545898
	Iteration 7Q: 3 clusters Score -457660.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -457682.343750 Penalty: 2692.545898
	Iteration 8Q: 3 clusters Score -457682.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -457717.812500 Penalty: 2692.545898
	Iteration 9Q: 3 clusters Score -457717.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -457752.906250 Penalty: 2692.545898
	Iteration 10Q: 3 clusters Score -457752.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -457780.687500 Penalty: 2692.545898
	Iteration 11Q: 3 clusters Score -457780.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -457815.281250 Penalty: 2692.545898
	Iteration 12Q: 3 clusters Score -457815.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -457844.843750 Penalty: 2692.545898
	Iteration 13Q: 3 clusters Score -457844.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -457873.718750 Penalty: 2692.545898
	Iteration 14Q: 3 clusters Score -457873.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -457899.625000 Penalty: 2692.545898
	Iteration 15Q: 3 clusters Score -457899.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -457925.406250 Penalty: 2692.545898
	Iteration 16Q: 3 clusters Score -457925.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -457953.375000 Penalty: 2692.545898
	Iteration 17Q: 3 clusters Score -457953.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -457988.687500 Penalty: 2692.545898
	Iteration 18Q: 3 clusters Score -457988.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -458030.562500 Penalty: 2692.545898
	Iteration 19Q: 3 clusters Score -458030.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -458088.468750 Penalty: 2692.545898
	Iteration 20F: 3 clusters Score -458088.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -458165.156250 Penalty: 2692.545898
	Iteration 21Q: 3 clusters Score -458165.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -458254.406250 Penalty: 2692.545898
	Iteration 22Q: 3 clusters Score -458254.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -458325.031250 Penalty: 2692.545898
	Iteration 23Q: 3 clusters Score -458325 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -458375.437500 Penalty: 2692.545898
	Iteration 24Q: 3 clusters Score -458375.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -458425.968750 Penalty: 2692.545898
	Iteration 25Q: 3 clusters Score -458426 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -458483.593750 Penalty: 2692.545898
	Iteration 26Q: 3 clusters Score -458483.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -458539.093750 Penalty: 2692.545898
	Iteration 27Q: 3 clusters Score -458539.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -458579.906250 Penalty: 2692.545898
	Iteration 28Q: 3 clusters Score -458579.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -458607.750000 Penalty: 2692.545898
	Iteration 29Q: 3 clusters Score -458607.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -458630.250000 Penalty: 2692.545898
	Iteration 30Q: 3 clusters Score -458630.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -458649.781250 Penalty: 2692.545898
	Iteration 31Q: 3 clusters Score -458649.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -458666.656250 Penalty: 2692.545898
	Iteration 32Q: 3 clusters Score -458666.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -458674.093750 Penalty: 2692.545898
	Iteration 33Q: 3 clusters Score -458674.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -458685.968750 Penalty: 2692.545898
	Iteration 34Q: 3 clusters Score -458686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -458697.875000 Penalty: 2692.545898
	Iteration 35Q: 3 clusters Score -458697.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -458707.281250 Penalty: 2692.545898
	Iteration 36Q: 3 clusters Score -458707.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -458716.593750 Penalty: 2692.545898
	Iteration 37Q: 3 clusters Score -458716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -458722.687500 Penalty: 2692.545898
	Iteration 38Q: 3 clusters Score -458722.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -458735.500000 Penalty: 2692.545898
	Iteration 39Q: 3 clusters Score -458735.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -458740.031250 Penalty: 2692.545898
	Iteration 40F: 3 clusters Score -458740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -458745.875000 Penalty: 2692.545898
	Iteration 41Q: 3 clusters Score -458745.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -458748.593750 Penalty: 2692.545898
	Iteration 42Q: 3 clusters Score -458748.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -458749.625000 Penalty: 2692.545898
	Iteration 43Q: 3 clusters Score -458749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -458751.687500 Penalty: 2692.545898
	Iteration 44Q: 3 clusters Score -458751.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -458753.281250 Penalty: 2692.545898
	Iteration 45Q: 3 clusters Score -458753.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -458753.875000 Penalty: 2692.545898
	Iteration 46Q: 3 clusters Score -458753.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -458753.875000 Penalty: 2692.545898
	Iteration 47F: 3 clusters Score -458753.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -195789.609375 Penalty: 1216.301147
	Iteration 0F: 2 clusters Score -195789.6 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 889 members 
Entering Unmasked Estep 
Score: -193831.609375 Penalty: 2432.602295
	Iteration 0F: 3 clusters Score -193831.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -194237.765625 Penalty: 2432.602295
	Iteration 1F: 3 clusters Score -194237.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -194372.687500 Penalty: 2432.602295
	Iteration 2F: 3 clusters Score -194372.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -194441.015625 Penalty: 2432.602295
	Iteration 3Q: 3 clusters Score -194441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -194480.890625 Penalty: 2432.602295
	Iteration 4Q: 3 clusters Score -194480.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -194510.171875 Penalty: 2432.602295
	Iteration 5Q: 3 clusters Score -194510.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -194532.281250 Penalty: 2432.602295
	Iteration 6Q: 3 clusters Score -194532.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -194552.765625 Penalty: 2432.602295
	Iteration 7Q: 3 clusters Score -194552.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -194572.515625 Penalty: 2432.602295
	Iteration 8Q: 3 clusters Score -194572.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -194583.625000 Penalty: 2432.602295
	Iteration 9Q: 3 clusters Score -194583.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -194592.156250 Penalty: 2432.602295
	Iteration 10Q: 3 clusters Score -194592.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -194599.250000 Penalty: 2432.602295
	Iteration 11Q: 3 clusters Score -194599.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -194607.046875 Penalty: 2432.602295
	Iteration 12Q: 3 clusters Score -194607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -194609.859375 Penalty: 2432.602295
	Iteration 13Q: 3 clusters Score -194609.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -194610.281250 Penalty: 2432.602295
	Iteration 14Q: 3 clusters Score -194610.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -194610.437500 Penalty: 2432.602295
	Iteration 15Q: 3 clusters Score -194610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -194611.390625 Penalty: 2432.602295
	Iteration 16Q: 3 clusters Score -194611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -194611.390625 Penalty: 2432.602295
	Iteration 17Q: 3 clusters Score -194611.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -194611.390625 Penalty: 2432.602295
	Iteration 18F: 3 clusters Score -194611.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -18317.166016 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -18317.17 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 116 members 
Entering Unmasked Estep 
Score: -17646.433594 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -17646.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17814.009766 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -17814.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17842.652344 Penalty: 1728.389038
	Iteration 2Q: 3 clusters Score -17842.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17849.376953 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -17849.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17849.376953 Penalty: 1728.389038
	Iteration 4F: 3 clusters Score -17849.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (86979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86979 members 
Entering Unmasked Estep 
Score: -10144342.000000 Penalty: 1848.181030
	Iteration 0F: 2 clusters Score -1.014434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -10087167.000000 Penalty: 3696.362061
	Iteration 0F: 3 clusters Score -1.008717e+07 nChanged 41472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -10110728.000000 Penalty: 3696.362061
	Iteration 1F: 3 clusters Score -1.011073e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -10111271.000000 Penalty: 3696.362061
	Iteration 2Q: 3 clusters Score -1.011127e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -10111926.000000 Penalty: 3696.362061
	Iteration 3Q: 3 clusters Score -1.011193e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -10112771.000000 Penalty: 3696.362061
	Iteration 4Q: 3 clusters Score -1.011277e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -10114115.000000 Penalty: 3696.362061
	Iteration 5Q: 3 clusters Score -1.011412e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -10116544.000000 Penalty: 3696.362061
	Iteration 6F: 3 clusters Score -1.011654e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -10120429.000000 Penalty: 3696.362061
	Iteration 7F: 3 clusters Score -1.012043e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -10126214.000000 Penalty: 3696.362061
	Iteration 8F: 3 clusters Score -1.012621e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -10133064.000000 Penalty: 3696.362061
	Iteration 9F: 3 clusters Score -1.013306e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -10138560.000000 Penalty: 3696.362061
	Iteration 10F: 3 clusters Score -1.013856e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85341 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -10141263.000000 Penalty: 3696.362061
	Iteration 11Q: 3 clusters Score -1.014126e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86510 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10142238.000000 Penalty: 3696.362061
	Iteration 12Q: 3 clusters Score -1.014224e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86793 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10142555.000000 Penalty: 3696.362061
	Iteration 13Q: 3 clusters Score -1.014256e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10142644.000000 Penalty: 3696.362061
	Iteration 14Q: 3 clusters Score -1.014264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10142676.000000 Penalty: 3696.362061
	Iteration 15Q: 3 clusters Score -1.014268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10142699.000000 Penalty: 3696.362061
	Iteration 16Q: 3 clusters Score -1.01427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10142706.000000 Penalty: 3696.362061
	Iteration 17Q: 3 clusters Score -1.014271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10142706.000000 Penalty: 3696.362061
	Iteration 18F: 3 clusters Score -1.014271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (87263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Entering Unmasked Estep 
Score: -10081351.000000 Penalty: 1848.710815
	Iteration 0F: 2 clusters Score -1.008135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -10023656.000000 Penalty: 3697.421631
	Iteration 0F: 3 clusters Score -1.002366e+07 nChanged 41547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -10047554.000000 Penalty: 3697.421631
	Iteration 1F: 3 clusters Score -1.004755e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -10048035.000000 Penalty: 3697.421631
	Iteration 2Q: 3 clusters Score -1.004804e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -10048608.000000 Penalty: 3697.421631
	Iteration 3Q: 3 clusters Score -1.004861e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -10049455.000000 Penalty: 3697.421631
	Iteration 4Q: 3 clusters Score -1.004946e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -10050492.000000 Penalty: 3697.421631
	Iteration 5Q: 3 clusters Score -1.005049e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -10052270.000000 Penalty: 3697.421631
	Iteration 6Q: 3 clusters Score -1.005227e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -10055033.000000 Penalty: 3697.421631
	Iteration 7F: 3 clusters Score -1.005503e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -10058847.000000 Penalty: 3697.421631
	Iteration 8F: 3 clusters Score -1.005885e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -10062979.000000 Penalty: 3697.421631
	Iteration 9F: 3 clusters Score -1.006298e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -10065926.000000 Penalty: 3697.421631
	Iteration 10F: 3 clusters Score -1.006593e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -10067276.000000 Penalty: 3697.421631
	Iteration 11Q: 3 clusters Score -1.006728e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -10067949.000000 Penalty: 3697.421631
	Iteration 12Q: 3 clusters Score -1.006795e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -10068421.000000 Penalty: 3697.421631
	Iteration 13Q: 3 clusters Score -1.006842e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -10068930.000000 Penalty: 3697.421631
	Iteration 14Q: 3 clusters Score -1.006893e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -10069419.000000 Penalty: 3697.421631
	Iteration 15Q: 3 clusters Score -1.006942e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -10069864.000000 Penalty: 3697.421631
	Iteration 16Q: 3 clusters Score -1.006986e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -10070430.000000 Penalty: 3697.421631
	Iteration 17Q: 3 clusters Score -1.007043e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -10070993.000000 Penalty: 3697.421631
	Iteration 18Q: 3 clusters Score -1.007099e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -10071519.000000 Penalty: 3697.421631
	Iteration 19Q: 3 clusters Score -1.007152e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -10072027.000000 Penalty: 3697.421631
	Iteration 20F: 3 clusters Score -1.007203e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -10072491.000000 Penalty: 3697.421631
	Iteration 21Q: 3 clusters Score -1.007249e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -10072963.000000 Penalty: 3697.421631
	Iteration 22Q: 3 clusters Score -1.007296e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 70916 members 
Entering Unmasked Estep 
Score: -10073458.000000 Penalty: 3697.421631
	Iteration 23Q: 3 clusters Score -1.007346e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -10073931.000000 Penalty: 3697.421631
	Iteration 24Q: 3 clusters Score -1.007393e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -10074369.000000 Penalty: 3697.421631
	Iteration 25Q: 3 clusters Score -1.007437e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -10074803.000000 Penalty: 3697.421631
	Iteration 26Q: 3 clusters Score -1.00748e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
Score: -10075186.000000 Penalty: 3697.421631
	Iteration 27Q: 3 clusters Score -1.007519e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
Score: -10075528.000000 Penalty: 3697.421631
	Iteration 28Q: 3 clusters Score -1.007553e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -10075856.000000 Penalty: 3697.421631
	Iteration 29Q: 3 clusters Score -1.007586e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -10076168.000000 Penalty: 3697.421631
	Iteration 30Q: 3 clusters Score -1.007617e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 77261 members 
Entering Unmasked Estep 
Score: -10076402.000000 Penalty: 3697.421631
	Iteration 31Q: 3 clusters Score -1.00764e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -10076619.000000 Penalty: 3697.421631
	Iteration 32Q: 3 clusters Score -1.007662e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -10076896.000000 Penalty: 3697.421631
	Iteration 33Q: 3 clusters Score -1.00769e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -10077143.000000 Penalty: 3697.421631
	Iteration 34Q: 3 clusters Score -1.007714e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 79965 members 
Entering Unmasked Estep 
Score: -10077401.000000 Penalty: 3697.421631
	Iteration 35Q: 3 clusters Score -1.00774e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 80606 members 
Entering Unmasked Estep 
Score: -10077524.000000 Penalty: 3697.421631
	Iteration 36Q: 3 clusters Score -1.007752e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -10077692.000000 Penalty: 3697.421631
	Iteration 37Q: 3 clusters Score -1.007769e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 81823 members 
Entering Unmasked Estep 
Score: -10077920.000000 Penalty: 3697.421631
	Iteration 38Q: 3 clusters Score -1.007792e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -10078095.000000 Penalty: 3697.421631
	Iteration 39Q: 3 clusters Score -1.00781e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 83047 members 
Entering Unmasked Estep 
Score: -10078302.000000 Penalty: 3697.421631
	Iteration 40F: 3 clusters Score -1.00783e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -10078515.000000 Penalty: 3697.421631
	Iteration 41Q: 3 clusters Score -1.007852e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 84151 members 
Entering Unmasked Estep 
Score: -10078716.000000 Penalty: 3697.421631
	Iteration 42Q: 3 clusters Score -1.007872e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
Score: -10078925.000000 Penalty: 3697.421631
	Iteration 43Q: 3 clusters Score -1.007892e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -10079106.000000 Penalty: 3697.421631
	Iteration 44Q: 3 clusters Score -1.007911e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 85348 members 
Entering Unmasked Estep 
Score: -10079265.000000 Penalty: 3697.421631
	Iteration 45Q: 3 clusters Score -1.007926e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -10079370.000000 Penalty: 3697.421631
	Iteration 46Q: 3 clusters Score -1.007937e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 85808 members 
Entering Unmasked Estep 
Score: -10079496.000000 Penalty: 3697.421631
	Iteration 47Q: 3 clusters Score -1.00795e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 85978 members 
Entering Unmasked Estep 
Score: -10079558.000000 Penalty: 3697.421631
	Iteration 48Q: 3 clusters Score -1.007956e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 86106 members 
Entering Unmasked Estep 
Score: -10079615.000000 Penalty: 3697.421631
	Iteration 49Q: 3 clusters Score -1.007962e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
Score: -10079679.000000 Penalty: 3697.421631
	Iteration 50Q: 3 clusters Score -1.007968e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 86274 members 
Entering Unmasked Estep 
Score: -10079727.000000 Penalty: 3697.421631
	Iteration 51Q: 3 clusters Score -1.007973e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 86325 members 
Entering Unmasked Estep 
Score: -10079752.000000 Penalty: 3697.421631
	Iteration 52Q: 3 clusters Score -1.007975e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 86360 members 
Entering Unmasked Estep 
Score: -10079774.000000 Penalty: 3697.421631
	Iteration 53Q: 3 clusters Score -1.007977e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 86387 members 
Entering Unmasked Estep 
Score: -10079796.000000 Penalty: 3697.421631
	Iteration 54Q: 3 clusters Score -1.00798e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -10079809.000000 Penalty: 3697.421631
	Iteration 55Q: 3 clusters Score -1.007981e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -10079808.000000 Penalty: 3697.421631
	Iteration 56Q: 3 clusters Score -1.007981e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -10079807.000000 Penalty: 3697.421631
	Iteration 57Q: 3 clusters Score -1.007981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 86473 members 
Entering Unmasked Estep 
Score: -10079824.000000 Penalty: 3697.421631
	Iteration 58Q: 3 clusters Score -1.007982e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 86486 members 
Entering Unmasked Estep 
Score: -10079833.000000 Penalty: 3697.421631
	Iteration 59Q: 3 clusters Score -1.007983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 86497 members 
Entering Unmasked Estep 
Score: -10079826.000000 Penalty: 3697.421631
	Iteration 60F: 3 clusters Score -1.007983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 86509 members 
Entering Unmasked Estep 
Score: -10079833.000000 Penalty: 3697.421631
	Iteration 61Q: 3 clusters Score -1.007983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 86519 members 
Entering Unmasked Estep 
Score: -10079835.000000 Penalty: 3697.421631
	Iteration 62Q: 3 clusters Score -1.007984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -10079845.000000 Penalty: 3697.421631
	Iteration 63Q: 3 clusters Score -1.007984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -10079846.000000 Penalty: 3697.421631
	Iteration 64Q: 3 clusters Score -1.007985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -10079842.000000 Penalty: 3697.421631
	Iteration 65Q: 3 clusters Score -1.007984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -10079837.000000 Penalty: 3697.421631
	Iteration 66Q: 3 clusters Score -1.007984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -10079858.000000 Penalty: 3697.421631
	Iteration 67Q: 3 clusters Score -1.007986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -10079868.000000 Penalty: 3697.421631
	Iteration 68Q: 3 clusters Score -1.007987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 86609 members 
Entering Unmasked Estep 
Score: -10079862.000000 Penalty: 3697.421631
	Iteration 69Q: 3 clusters Score -1.007986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -10079866.000000 Penalty: 3697.421631
	Iteration 70Q: 3 clusters Score -1.007987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -10079866.000000 Penalty: 3697.421631
	Iteration 71Q: 3 clusters Score -1.007987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 86631 members 
Entering Unmasked Estep 
Score: -10079878.000000 Penalty: 3697.421631
	Iteration 72Q: 3 clusters Score -1.007988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -10079873.000000 Penalty: 3697.421631
	Iteration 73Q: 3 clusters Score -1.007987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -10079873.000000 Penalty: 3697.421631
	Iteration 74F: 3 clusters Score -1.007987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Entering Unmasked Estep 
Score: -4362015.000000 Penalty: 1719.307373
	Iteration 0F: 2 clusters Score -4362015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -4335772.000000 Penalty: 3438.614746
	Iteration 0F: 3 clusters Score -4335772 nChanged 18252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4346104.500000 Penalty: 3438.614746
	Iteration 1F: 3 clusters Score -4346104 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -4346609.500000 Penalty: 3438.614746
	Iteration 2Q: 3 clusters Score -4346610 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -4347230.000000 Penalty: 3438.614746
	Iteration 3Q: 3 clusters Score -4347230 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -4348207.500000 Penalty: 3438.614746
	Iteration 4F: 3 clusters Score -4348208 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -4349710.000000 Penalty: 3438.614746
	Iteration 5F: 3 clusters Score -4349710 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4351894.500000 Penalty: 3438.614746
	Iteration 6F: 3 clusters Score -4351894 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -4354761.500000 Penalty: 3438.614746
	Iteration 7F: 3 clusters Score -4354762 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4357482.000000 Penalty: 3438.614746
	Iteration 8F: 3 clusters Score -4357482 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4359202.000000 Penalty: 3438.614746
	Iteration 9Q: 3 clusters Score -4359202 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4360016.500000 Penalty: 3438.614746
	Iteration 10Q: 3 clusters Score -4360016 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4360314.500000 Penalty: 3438.614746
	Iteration 11Q: 3 clusters Score -4360314 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4360437.000000 Penalty: 3438.614746
	Iteration 12Q: 3 clusters Score -4360437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4360480.000000 Penalty: 3438.614746
	Iteration 13Q: 3 clusters Score -4360480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4360513.500000 Penalty: 3438.614746
	Iteration 14Q: 3 clusters Score -4360514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4360522.500000 Penalty: 3438.614746
	Iteration 15Q: 3 clusters Score -4360522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4360530.000000 Penalty: 3438.614746
	Iteration 16Q: 3 clusters Score -4360530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4360532.500000 Penalty: 3438.614746
	Iteration 17Q: 3 clusters Score -4360532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4360535.000000 Penalty: 3438.614746
	Iteration 18Q: 3 clusters Score -4360535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4360540.000000 Penalty: 3438.614746
	Iteration 19Q: 3 clusters Score -4360540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4360539.500000 Penalty: 3438.614746
	Iteration 20F: 3 clusters Score -4360540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Entering Unmasked Estep 
Score: -1295977.750000 Penalty: 1515.791138
	Iteration 0F: 2 clusters Score -1295978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1287933.000000 Penalty: 3031.582275
	Iteration 0F: 3 clusters Score -1287933 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1290812.500000 Penalty: 3031.582275
	Iteration 1F: 3 clusters Score -1290812 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1291364.500000 Penalty: 3031.582275
	Iteration 2F: 3 clusters Score -1291364 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1292011.625000 Penalty: 3031.582275
	Iteration 3F: 3 clusters Score -1292012 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1292732.875000 Penalty: 3031.582275
	Iteration 4F: 3 clusters Score -1292733 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1293553.500000 Penalty: 3031.582275
	Iteration 5F: 3 clusters Score -1293554 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1294352.875000 Penalty: 3031.582275
	Iteration 6F: 3 clusters Score -1294353 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1294991.500000 Penalty: 3031.582275
	Iteration 7F: 3 clusters Score -1294992 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1295371.250000 Penalty: 3031.582275
	Iteration 8Q: 3 clusters Score -1295371 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1295569.875000 Penalty: 3031.582275
	Iteration 9Q: 3 clusters Score -1295570 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1295654.500000 Penalty: 3031.582275
	Iteration 10Q: 3 clusters Score -1295654 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1295690.875000 Penalty: 3031.582275
	Iteration 11Q: 3 clusters Score -1295691 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1295715.000000 Penalty: 3031.582275
	Iteration 12Q: 3 clusters Score -1295715 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1295728.375000 Penalty: 3031.582275
	Iteration 13Q: 3 clusters Score -1295728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1295743.000000 Penalty: 3031.582275
	Iteration 14Q: 3 clusters Score -1295743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1295748.000000 Penalty: 3031.582275
	Iteration 15Q: 3 clusters Score -1295748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1295752.125000 Penalty: 3031.582275
	Iteration 16Q: 3 clusters Score -1295752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1295757.125000 Penalty: 3031.582275
	Iteration 17Q: 3 clusters Score -1295757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1295754.875000 Penalty: 3031.582275
	Iteration 18Q: 3 clusters Score -1295755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1295755.625000 Penalty: 3031.582275
	Iteration 19Q: 3 clusters Score -1295756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1295758.000000 Penalty: 3031.582275
	Iteration 20F: 3 clusters Score -1295758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1295756.750000 Penalty: 3031.582275
	Iteration 21Q: 3 clusters Score -1295757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1295755.000000 Penalty: 3031.582275
	Iteration 22Q: 3 clusters Score -1295755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1295755.000000 Penalty: 3031.582275
	Iteration 23F: 3 clusters Score -1295755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (71967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Entering Unmasked Estep 
Score: -8397995.000000 Penalty: 1817.393921
	Iteration 0F: 2 clusters Score -8397995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -8349899.000000 Penalty: 3634.787842
	Iteration 0F: 3 clusters Score -8349899 nChanged 34034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -8369330.000000 Penalty: 3634.787842
	Iteration 1F: 3 clusters Score -8369330 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -8369769.500000 Penalty: 3634.787842
	Iteration 2Q: 3 clusters Score -8369770 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -8370334.000000 Penalty: 3634.787842
	Iteration 3Q: 3 clusters Score -8370334 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -8370884.500000 Penalty: 3634.787842
	Iteration 4Q: 3 clusters Score -8370884 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -8371505.500000 Penalty: 3634.787842
	Iteration 5Q: 3 clusters Score -8371506 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -8372432.500000 Penalty: 3634.787842
	Iteration 6Q: 3 clusters Score -8372432 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -8373858.000000 Penalty: 3634.787842
	Iteration 7Q: 3 clusters Score -8373858 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -8376042.500000 Penalty: 3634.787842
	Iteration 8F: 3 clusters Score -8376042 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -8379310.000000 Penalty: 3634.787842
	Iteration 9F: 3 clusters Score -8379310 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -8382745.000000 Penalty: 3634.787842
	Iteration 10F: 3 clusters Score -8382745 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -8385503.500000 Penalty: 3634.787842
	Iteration 11F: 3 clusters Score -8385504 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -8387160.000000 Penalty: 3634.787842
	Iteration 12Q: 3 clusters Score -8387160 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -8388168.000000 Penalty: 3634.787842
	Iteration 13Q: 3 clusters Score -8388168 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 61118 members 
Entering Unmasked Estep 
Score: -8389108.000000 Penalty: 3634.787842
	Iteration 14Q: 3 clusters Score -8389108 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -8390020.000000 Penalty: 3634.787842
	Iteration 15Q: 3 clusters Score -8390020 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -8391002.000000 Penalty: 3634.787842
	Iteration 16Q: 3 clusters Score -8391002 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -8391916.000000 Penalty: 3634.787842
	Iteration 17Q: 3 clusters Score -8391916 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -8392841.000000 Penalty: 3634.787842
	Iteration 18Q: 3 clusters Score -8392841 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -8393734.000000 Penalty: 3634.787842
	Iteration 19Q: 3 clusters Score -8393734 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -8394509.000000 Penalty: 3634.787842
	Iteration 20F: 3 clusters Score -8394509 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 70037 members 
Entering Unmasked Estep 
Score: -8395114.000000 Penalty: 3634.787842
	Iteration 21Q: 3 clusters Score -8395114 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 70547 members 
Entering Unmasked Estep 
Score: -8395469.000000 Penalty: 3634.787842
	Iteration 22Q: 3 clusters Score -8395469 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 70897 members 
Entering Unmasked Estep 
Score: -8395740.000000 Penalty: 3634.787842
	Iteration 23Q: 3 clusters Score -8395740 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -8395964.000000 Penalty: 3634.787842
	Iteration 24Q: 3 clusters Score -8395964 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -8396110.000000 Penalty: 3634.787842
	Iteration 25Q: 3 clusters Score -8396110 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -8396197.000000 Penalty: 3634.787842
	Iteration 26Q: 3 clusters Score -8396197 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -8396239.000000 Penalty: 3634.787842
	Iteration 27Q: 3 clusters Score -8396239 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
Score: -8396271.000000 Penalty: 3634.787842
	Iteration 28Q: 3 clusters Score -8396271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 71553 members 
Entering Unmasked Estep 
Score: -8396307.000000 Penalty: 3634.787842
	Iteration 29Q: 3 clusters Score -8396307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 71575 members 
Entering Unmasked Estep 
Score: -8396331.000000 Penalty: 3634.787842
	Iteration 30Q: 3 clusters Score -8396331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 71599 members 
Entering Unmasked Estep 
Score: -8396366.000000 Penalty: 3634.787842
	Iteration 31Q: 3 clusters Score -8396366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 71618 members 
Entering Unmasked Estep 
Score: -8396387.000000 Penalty: 3634.787842
	Iteration 32Q: 3 clusters Score -8396387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -8396403.000000 Penalty: 3634.787842
	Iteration 33Q: 3 clusters Score -8396403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 71649 members 
Entering Unmasked Estep 
Score: -8396406.000000 Penalty: 3634.787842
	Iteration 34Q: 3 clusters Score -8396406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -8396420.000000 Penalty: 3634.787842
	Iteration 35Q: 3 clusters Score -8396420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 71666 members 
Entering Unmasked Estep 
Score: -8396427.000000 Penalty: 3634.787842
	Iteration 36Q: 3 clusters Score -8396427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 71667 members 
Entering Unmasked Estep 
Score: -8396430.000000 Penalty: 3634.787842
	Iteration 37Q: 3 clusters Score -8396430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -8396434.000000 Penalty: 3634.787842
	Iteration 38Q: 3 clusters Score -8396434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -8396434.000000 Penalty: 3634.787842
	Iteration 39Q: 3 clusters Score -8396434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 71673 members 
Entering Unmasked Estep 
Score: -8396436.000000 Penalty: 3634.787842
	Iteration 40F: 3 clusters Score -8396436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 71676 members 
Entering Unmasked Estep 
Score: -8396437.000000 Penalty: 3634.787842
	Iteration 41Q: 3 clusters Score -8396437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -8396447.000000 Penalty: 3634.787842
	Iteration 42Q: 3 clusters Score -8396447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -8396450.000000 Penalty: 3634.787842
	Iteration 43Q: 3 clusters Score -8396450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -8396450.000000 Penalty: 3634.787842
	Iteration 44F: 3 clusters Score -8396450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Entering Unmasked Estep 
Score: -384276.343750 Penalty: 1320.559204
	Iteration 0F: 2 clusters Score -384276.3 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 1738 members 
Entering Unmasked Estep 
Score: -381322.406250 Penalty: 2641.118408
	Iteration 0F: 3 clusters Score -381322.4 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -382036.031250 Penalty: 2641.118408
	Iteration 1F: 3 clusters Score -382036 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -382216.031250 Penalty: 2641.118408
	Iteration 2F: 3 clusters Score -382216 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -382378.000000 Penalty: 2641.118408
	Iteration 3F: 3 clusters Score -382378 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -382491.375000 Penalty: 2641.118408
	Iteration 4F: 3 clusters Score -382491.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -382573.562500 Penalty: 2641.118408
	Iteration 5Q: 3 clusters Score -382573.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -382644.593750 Penalty: 2641.118408
	Iteration 6Q: 3 clusters Score -382644.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -382721.843750 Penalty: 2641.118408
	Iteration 7Q: 3 clusters Score -382721.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -382789.250000 Penalty: 2641.118408
	Iteration 8Q: 3 clusters Score -382789.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -382845.687500 Penalty: 2641.118408
	Iteration 9Q: 3 clusters Score -382845.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -382898.656250 Penalty: 2641.118408
	Iteration 10Q: 3 clusters Score -382898.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -382944.750000 Penalty: 2641.118408
	Iteration 11Q: 3 clusters Score -382944.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -382981.875000 Penalty: 2641.118408
	Iteration 12Q: 3 clusters Score -382981.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -383013.781250 Penalty: 2641.118408
	Iteration 13Q: 3 clusters Score -383013.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -383038.000000 Penalty: 2641.118408
	Iteration 14Q: 3 clusters Score -383038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -383060.718750 Penalty: 2641.118408
	Iteration 15Q: 3 clusters Score -383060.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -383077.843750 Penalty: 2641.118408
	Iteration 16Q: 3 clusters Score -383077.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -383094.093750 Penalty: 2641.118408
	Iteration 17Q: 3 clusters Score -383094.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -383113.062500 Penalty: 2641.118408
	Iteration 18Q: 3 clusters Score -383113.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -383126.375000 Penalty: 2641.118408
	Iteration 19Q: 3 clusters Score -383126.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -383136.687500 Penalty: 2641.118408
	Iteration 20F: 3 clusters Score -383136.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -383141.312500 Penalty: 2641.118408
	Iteration 21Q: 3 clusters Score -383141.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -383146.656250 Penalty: 2641.118408
	Iteration 22Q: 3 clusters Score -383146.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -383153.625000 Penalty: 2641.118408
	Iteration 23Q: 3 clusters Score -383153.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -383157.218750 Penalty: 2641.118408
	Iteration 24Q: 3 clusters Score -383157.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -383160.687500 Penalty: 2641.118408
	Iteration 25Q: 3 clusters Score -383160.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -383167.281250 Penalty: 2641.118408
	Iteration 26Q: 3 clusters Score -383167.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -383170.593750 Penalty: 2641.118408
	Iteration 27Q: 3 clusters Score -383170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -383172.375000 Penalty: 2641.118408
	Iteration 28Q: 3 clusters Score -383172.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -383173.437500 Penalty: 2641.118408
	Iteration 29Q: 3 clusters Score -383173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -383174.187500 Penalty: 2641.118408
	Iteration 30Q: 3 clusters Score -383174.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -383174.187500 Penalty: 2641.118408
	Iteration 31F: 3 clusters Score -383174.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -101623.179688 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -101623.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -100247.171875 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -100247.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100472.179688 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -100472.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -100535.968750 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -100536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -100572.070312 Penalty: 2237.125244
	Iteration 3Q: 3 clusters Score -100572.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -100607.640625 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -100607.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -100642.453125 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -100642.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -100672.648438 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -100672.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -100690.296875 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -100690.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -100711.304688 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -100711.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -100728.382812 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -100728.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -100744.101562 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -100744.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -100754.781250 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -100754.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -100761.640625 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -100761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -100769.734375 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -100769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -100777.023438 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -100777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -100785.085938 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -100785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -100792.132812 Penalty: 2237.125244
	Iteration 16Q: 3 clusters Score -100792.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -100793.859375 Penalty: 2237.125244
	Iteration 17Q: 3 clusters Score -100793.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -100798.539062 Penalty: 2237.125244
	Iteration 18Q: 3 clusters Score -100798.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100799.593750 Penalty: 2237.125244
	Iteration 19Q: 3 clusters Score -100799.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100802.859375 Penalty: 2237.125244
	Iteration 20F: 3 clusters Score -100802.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100807.523438 Penalty: 2237.125244
	Iteration 21Q: 3 clusters Score -100807.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100813.453125 Penalty: 2237.125244
	Iteration 22Q: 3 clusters Score -100813.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -100820.742188 Penalty: 2237.125244
	Iteration 23Q: 3 clusters Score -100820.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100824.070312 Penalty: 2237.125244
	Iteration 24Q: 3 clusters Score -100824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -100831.156250 Penalty: 2237.125244
	Iteration 25Q: 3 clusters Score -100831.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -100843.085938 Penalty: 2237.125244
	Iteration 26Q: 3 clusters Score -100843.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -100850.203125 Penalty: 2237.125244
	Iteration 27Q: 3 clusters Score -100850.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -100863.484375 Penalty: 2237.125244
	Iteration 28Q: 3 clusters Score -100863.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -100887.085938 Penalty: 2237.125244
	Iteration 29Q: 3 clusters Score -100887.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -100908.296875 Penalty: 2237.125244
	Iteration 30Q: 3 clusters Score -100908.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -100926.320312 Penalty: 2237.125244
	Iteration 31Q: 3 clusters Score -100926.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100935.093750 Penalty: 2237.125244
	Iteration 32Q: 3 clusters Score -100935.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100939.445312 Penalty: 2237.125244
	Iteration 33Q: 3 clusters Score -100939.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -100948.562500 Penalty: 2237.125244
	Iteration 34Q: 3 clusters Score -100948.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -100963.875000 Penalty: 2237.125244
	Iteration 35Q: 3 clusters Score -100963.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -100973.867188 Penalty: 2237.125244
	Iteration 36Q: 3 clusters Score -100973.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100976.656250 Penalty: 2237.125244
	Iteration 37Q: 3 clusters Score -100976.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -100979.289062 Penalty: 2237.125244
	Iteration 38Q: 3 clusters Score -100979.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100983.796875 Penalty: 2237.125244
	Iteration 39Q: 3 clusters Score -100983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100988.421875 Penalty: 2237.125244
	Iteration 40F: 3 clusters Score -100988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100989.304688 Penalty: 2237.125244
	Iteration 41Q: 3 clusters Score -100989.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100989.304688 Penalty: 2237.125244
	Iteration 42F: 3 clusters Score -100989.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (67667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Entering Unmasked Estep 
Score: -7848002.500000 Penalty: 1807.382446
	Iteration 0F: 2 clusters Score -7848002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -7802738.500000 Penalty: 3614.764893
	Iteration 0F: 3 clusters Score -7802738 nChanged 32132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -7821030.000000 Penalty: 3614.764893
	Iteration 1F: 3 clusters Score -7821030 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -7821399.500000 Penalty: 3614.764893
	Iteration 2Q: 3 clusters Score -7821400 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -7821794.000000 Penalty: 3614.764893
	Iteration 3Q: 3 clusters Score -7821794 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -7822153.000000 Penalty: 3614.764893
	Iteration 4Q: 3 clusters Score -7822153 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -7822747.500000 Penalty: 3614.764893
	Iteration 5Q: 3 clusters Score -7822748 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -7823589.500000 Penalty: 3614.764893
	Iteration 6Q: 3 clusters Score -7823590 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -7825164.500000 Penalty: 3614.764893
	Iteration 7Q: 3 clusters Score -7825164 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -7827926.000000 Penalty: 3614.764893
	Iteration 8F: 3 clusters Score -7827926 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -7832080.500000 Penalty: 3614.764893
	Iteration 9F: 3 clusters Score -7832080 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -7837175.000000 Penalty: 3614.764893
	Iteration 10F: 3 clusters Score -7837175 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -7841759.000000 Penalty: 3614.764893
	Iteration 11F: 3 clusters Score -7841759 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7844556.500000 Penalty: 3614.764893
	Iteration 12Q: 3 clusters Score -7844556 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7845708.000000 Penalty: 3614.764893
	Iteration 13Q: 3 clusters Score -7845708 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7846126.000000 Penalty: 3614.764893
	Iteration 14Q: 3 clusters Score -7846126 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7846247.500000 Penalty: 3614.764893
	Iteration 15Q: 3 clusters Score -7846248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7846301.000000 Penalty: 3614.764893
	Iteration 16Q: 3 clusters Score -7846301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67511 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7846327.500000 Penalty: 3614.764893
	Iteration 17Q: 3 clusters Score -7846328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67519 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7846338.000000 Penalty: 3614.764893
	Iteration 18Q: 3 clusters Score -7846338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67525 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7846347.000000 Penalty: 3614.764893
	Iteration 19Q: 3 clusters Score -7846347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67533 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7846359.500000 Penalty: 3614.764893
	Iteration 20F: 3 clusters Score -7846360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7846373.500000 Penalty: 3614.764893
	Iteration 21Q: 3 clusters Score -7846374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7846385.000000 Penalty: 3614.764893
	Iteration 22Q: 3 clusters Score -7846385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7846393.500000 Penalty: 3614.764893
	Iteration 23Q: 3 clusters Score -7846394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7846393.000000 Penalty: 3614.764893
	Iteration 24Q: 3 clusters Score -7846393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7846405.500000 Penalty: 3614.764893
	Iteration 25Q: 3 clusters Score -7846406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7846405.000000 Penalty: 3614.764893
	Iteration 26Q: 3 clusters Score -7846405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7846407.500000 Penalty: 3614.764893
	Iteration 27Q: 3 clusters Score -7846408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7846407.500000 Penalty: 3614.764893
	Iteration 28F: 3 clusters Score -7846408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Entering Unmasked Estep 
Score: -1574137.000000 Penalty: 1545.085815
	Iteration 0F: 2 clusters Score -1574137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1564788.125000 Penalty: 3090.171631
	Iteration 0F: 3 clusters Score -1564788 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1567886.125000 Penalty: 3090.171631
	Iteration 1F: 3 clusters Score -1567886 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1568100.625000 Penalty: 3090.171631
	Iteration 2F: 3 clusters Score -1568101 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1568279.250000 Penalty: 3090.171631
	Iteration 3Q: 3 clusters Score -1568279 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1568425.875000 Penalty: 3090.171631
	Iteration 4Q: 3 clusters Score -1568426 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1568561.250000 Penalty: 3090.171631
	Iteration 5Q: 3 clusters Score -1568561 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1568681.625000 Penalty: 3090.171631
	Iteration 6Q: 3 clusters Score -1568682 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1568800.750000 Penalty: 3090.171631
	Iteration 7Q: 3 clusters Score -1568801 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1568917.000000 Penalty: 3090.171631
	Iteration 8Q: 3 clusters Score -1568917 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1569037.000000 Penalty: 3090.171631
	Iteration 9Q: 3 clusters Score -1569037 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1569188.000000 Penalty: 3090.171631
	Iteration 10Q: 3 clusters Score -1569188 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1569385.750000 Penalty: 3090.171631
	Iteration 11Q: 3 clusters Score -1569386 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1569658.500000 Penalty: 3090.171631
	Iteration 12Q: 3 clusters Score -1569658 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1569958.125000 Penalty: 3090.171631
	Iteration 13Q: 3 clusters Score -1569958 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1570275.125000 Penalty: 3090.171631
	Iteration 14Q: 3 clusters Score -1570275 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1570611.250000 Penalty: 3090.171631
	Iteration 15Q: 3 clusters Score -1570611 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1570886.625000 Penalty: 3090.171631
	Iteration 16Q: 3 clusters Score -1570887 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1571119.125000 Penalty: 3090.171631
	Iteration 17Q: 3 clusters Score -1571119 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1571330.625000 Penalty: 3090.171631
	Iteration 18Q: 3 clusters Score -1571331 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1571513.250000 Penalty: 3090.171631
	Iteration 19Q: 3 clusters Score -1571513 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1571667.375000 Penalty: 3090.171631
	Iteration 20F: 3 clusters Score -1571667 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1571778.625000 Penalty: 3090.171631
	Iteration 21Q: 3 clusters Score -1571779 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1571874.000000 Penalty: 3090.171631
	Iteration 22Q: 3 clusters Score -1571874 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1571971.500000 Penalty: 3090.171631
	Iteration 23Q: 3 clusters Score -1571972 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1572043.875000 Penalty: 3090.171631
	Iteration 24Q: 3 clusters Score -1572044 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1572115.125000 Penalty: 3090.171631
	Iteration 25Q: 3 clusters Score -1572115 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1572174.875000 Penalty: 3090.171631
	Iteration 26Q: 3 clusters Score -1572175 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1572226.750000 Penalty: 3090.171631
	Iteration 27Q: 3 clusters Score -1572227 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1572271.500000 Penalty: 3090.171631
	Iteration 28Q: 3 clusters Score -1572272 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1572311.375000 Penalty: 3090.171631
	Iteration 29Q: 3 clusters Score -1572311 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1572350.250000 Penalty: 3090.171631
	Iteration 30Q: 3 clusters Score -1572350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1572387.625000 Penalty: 3090.171631
	Iteration 31Q: 3 clusters Score -1572388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1572408.875000 Penalty: 3090.171631
	Iteration 32Q: 3 clusters Score -1572409 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1572428.250000 Penalty: 3090.171631
	Iteration 33Q: 3 clusters Score -1572428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1572438.125000 Penalty: 3090.171631
	Iteration 34Q: 3 clusters Score -1572438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1572448.750000 Penalty: 3090.171631
	Iteration 35Q: 3 clusters Score -1572449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1572462.750000 Penalty: 3090.171631
	Iteration 36Q: 3 clusters Score -1572463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1572472.375000 Penalty: 3090.171631
	Iteration 37Q: 3 clusters Score -1572472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1572484.500000 Penalty: 3090.171631
	Iteration 38Q: 3 clusters Score -1572484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1572494.750000 Penalty: 3090.171631
	Iteration 39Q: 3 clusters Score -1572495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1572501.750000 Penalty: 3090.171631
	Iteration 40F: 3 clusters Score -1572502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1572512.500000 Penalty: 3090.171631
	Iteration 41Q: 3 clusters Score -1572512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1572527.125000 Penalty: 3090.171631
	Iteration 42Q: 3 clusters Score -1572527 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1572546.750000 Penalty: 3090.171631
	Iteration 43Q: 3 clusters Score -1572547 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1572562.375000 Penalty: 3090.171631
	Iteration 44Q: 3 clusters Score -1572562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1572573.500000 Penalty: 3090.171631
	Iteration 45Q: 3 clusters Score -1572574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1572586.375000 Penalty: 3090.171631
	Iteration 46Q: 3 clusters Score -1572586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1572593.500000 Penalty: 3090.171631
	Iteration 47Q: 3 clusters Score -1572594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1572598.625000 Penalty: 3090.171631
	Iteration 48Q: 3 clusters Score -1572599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1572609.000000 Penalty: 3090.171631
	Iteration 49Q: 3 clusters Score -1572609 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1572621.625000 Penalty: 3090.171631
	Iteration 50Q: 3 clusters Score -1572622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1572638.375000 Penalty: 3090.171631
	Iteration 51Q: 3 clusters Score -1572638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1572647.000000 Penalty: 3090.171631
	Iteration 52Q: 3 clusters Score -1572647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1572650.875000 Penalty: 3090.171631
	Iteration 53Q: 3 clusters Score -1572651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1572662.125000 Penalty: 3090.171631
	Iteration 54Q: 3 clusters Score -1572662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1572666.000000 Penalty: 3090.171631
	Iteration 55Q: 3 clusters Score -1572666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1572674.375000 Penalty: 3090.171631
	Iteration 56Q: 3 clusters Score -1572674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1572681.000000 Penalty: 3090.171631
	Iteration 57Q: 3 clusters Score -1572681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1572681.250000 Penalty: 3090.171631
	Iteration 58Q: 3 clusters Score -1572681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1572693.625000 Penalty: 3090.171631
	Iteration 59Q: 3 clusters Score -1572694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1572701.000000 Penalty: 3090.171631
	Iteration 60F: 3 clusters Score -1572701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1572707.625000 Penalty: 3090.171631
	Iteration 61Q: 3 clusters Score -1572708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1572712.875000 Penalty: 3090.171631
	Iteration 62Q: 3 clusters Score -1572713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1572723.750000 Penalty: 3090.171631
	Iteration 63Q: 3 clusters Score -1572724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1572731.750000 Penalty: 3090.171631
	Iteration 64Q: 3 clusters Score -1572732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1572739.750000 Penalty: 3090.171631
	Iteration 65Q: 3 clusters Score -1572740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1572749.750000 Penalty: 3090.171631
	Iteration 66Q: 3 clusters Score -1572750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1572754.750000 Penalty: 3090.171631
	Iteration 67Q: 3 clusters Score -1572755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1572764.250000 Penalty: 3090.171631
	Iteration 68Q: 3 clusters Score -1572764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1572772.750000 Penalty: 3090.171631
	Iteration 69Q: 3 clusters Score -1572773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1572780.250000 Penalty: 3090.171631
	Iteration 70Q: 3 clusters Score -1572780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1572789.125000 Penalty: 3090.171631
	Iteration 71Q: 3 clusters Score -1572789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1572797.875000 Penalty: 3090.171631
	Iteration 72Q: 3 clusters Score -1572798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1572808.125000 Penalty: 3090.171631
	Iteration 73Q: 3 clusters Score -1572808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1572814.125000 Penalty: 3090.171631
	Iteration 74Q: 3 clusters Score -1572814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1572820.875000 Penalty: 3090.171631
	Iteration 75Q: 3 clusters Score -1572821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1572830.625000 Penalty: 3090.171631
	Iteration 76Q: 3 clusters Score -1572831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1572835.750000 Penalty: 3090.171631
	Iteration 77Q: 3 clusters Score -1572836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1572844.125000 Penalty: 3090.171631
	Iteration 78Q: 3 clusters Score -1572844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1572848.250000 Penalty: 3090.171631
	Iteration 79Q: 3 clusters Score -1572848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1572855.375000 Penalty: 3090.171631
	Iteration 80F: 3 clusters Score -1572855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1572859.625000 Penalty: 3090.171631
	Iteration 81Q: 3 clusters Score -1572860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1572863.125000 Penalty: 3090.171631
	Iteration 82Q: 3 clusters Score -1572863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1572864.875000 Penalty: 3090.171631
	Iteration 83Q: 3 clusters Score -1572865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1572867.875000 Penalty: 3090.171631
	Iteration 84Q: 3 clusters Score -1572868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1572866.375000 Penalty: 3090.171631
	Iteration 85Q: 3 clusters Score -1572866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1572866.500000 Penalty: 3090.171631
	Iteration 86Q: 3 clusters Score -1572866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1572866.500000 Penalty: 3090.171631
	Iteration 87F: 3 clusters Score -1572866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Entering Unmasked Estep 
Score: -2641925.250000 Penalty: 1628.817139
	Iteration 0F: 2 clusters Score -2641925 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 11472 members 
Entering Unmasked Estep 
Score: -2626557.000000 Penalty: 3257.634277
	Iteration 0F: 3 clusters Score -2626557 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2632339.750000 Penalty: 3257.634277
	Iteration 1F: 3 clusters Score -2632340 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2632985.750000 Penalty: 3257.634277
	Iteration 2F: 3 clusters Score -2632986 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2633866.750000 Penalty: 3257.634277
	Iteration 3F: 3 clusters Score -2633867 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2635113.000000 Penalty: 3257.634277
	Iteration 4F: 3 clusters Score -2635113 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2636801.250000 Penalty: 3257.634277
	Iteration 5F: 3 clusters Score -2636801 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2638488.500000 Penalty: 3257.634277
	Iteration 6F: 3 clusters Score -2638488 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2639629.000000 Penalty: 3257.634277
	Iteration 7Q: 3 clusters Score -2639629 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -2640080.000000 Penalty: 3257.634277
	Iteration 8Q: 3 clusters Score -2640080 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2640268.500000 Penalty: 3257.634277
	Iteration 9Q: 3 clusters Score -2640268 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2640357.500000 Penalty: 3257.634277
	Iteration 10Q: 3 clusters Score -2640358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2640389.000000 Penalty: 3257.634277
	Iteration 11Q: 3 clusters Score -2640389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -2640407.000000 Penalty: 3257.634277
	Iteration 12Q: 3 clusters Score -2640407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -2640413.750000 Penalty: 3257.634277
	Iteration 13Q: 3 clusters Score -2640414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2640419.000000 Penalty: 3257.634277
	Iteration 14Q: 3 clusters Score -2640419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2640421.000000 Penalty: 3257.634277
	Iteration 15Q: 3 clusters Score -2640421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2640421.000000 Penalty: 3257.634277
	Iteration 16F: 3 clusters Score -2640421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 14843 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 139107 members 
Mstep: Class 6 contains 151630 members 
Mstep: Class 7 contains 17327 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 76957 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 10537 members 
Mstep: Class 13 contains 5161 members 
Mstep: Class 14 contains 46717 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 86979 members 
Mstep: Class 19 contains 87263 members 
Mstep: Class 20 contains 39354 members 
Mstep: Class 21 contains 11248 members 
Mstep: Class 22 contains 71967 members 
Mstep: Class 23 contains 3383 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 67667 members 
Mstep: Class 26 contains 13470 members 
Mstep: Class 27 contains 22550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110456.000000 Penalty: 60205.453125
Iteration 359Q: 28 clusters Score -1.021105e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 14840 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 139091 members 
Mstep: Class 6 contains 151593 members 
Mstep: Class 7 contains 17348 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 77117 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 10541 members 
Mstep: Class 13 contains 5174 members 
Mstep: Class 14 contains 46721 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86904 members 
Mstep: Class 19 contains 87261 members 
Mstep: Class 20 contains 39359 members 
Mstep: Class 21 contains 11254 members 
Mstep: Class 22 contains 71989 members 
Mstep: Class 23 contains 3382 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 67570 members 
Mstep: Class 26 contains 13478 members 
Mstep: Class 27 contains 22531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110512.000000 Penalty: 60205.453125
Iteration 360F: 28 clusters Score -1.021105e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 14238 members 
Mstep: Class 3 contains 14835 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 139079 members 
Mstep: Class 6 contains 151568 members 
Mstep: Class 7 contains 17368 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 77312 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 10541 members 
Mstep: Class 13 contains 5191 members 
Mstep: Class 14 contains 46716 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86838 members 
Mstep: Class 19 contains 87259 members 
Mstep: Class 20 contains 39361 members 
Mstep: Class 21 contains 11252 members 
Mstep: Class 22 contains 71964 members 
Mstep: Class 23 contains 3382 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 67483 members 
Mstep: Class 26 contains 13479 members 
Mstep: Class 27 contains 22522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110672.000000 Penalty: 60205.453125
Iteration 361Q: 28 clusters Score -1.021107e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 14240 members 
Mstep: Class 3 contains 14840 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 139052 members 
Mstep: Class 6 contains 151573 members 
Mstep: Class 7 contains 17377 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 77491 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 10539 members 
Mstep: Class 13 contains 5203 members 
Mstep: Class 14 contains 46713 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86763 members 
Mstep: Class 19 contains 87260 members 
Mstep: Class 20 contains 39361 members 
Mstep: Class 21 contains 11250 members 
Mstep: Class 22 contains 71956 members 
Mstep: Class 23 contains 3382 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 67398 members 
Mstep: Class 26 contains 13473 members 
Mstep: Class 27 contains 22510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110560.000000 Penalty: 60205.453125
Iteration 362Q: 28 clusters Score -1.021106e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 14241 members 
Mstep: Class 3 contains 14849 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 139031 members 
Mstep: Class 6 contains 151574 members 
Mstep: Class 7 contains 17393 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 77667 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 10540 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 46711 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86674 members 
Mstep: Class 19 contains 87257 members 
Mstep: Class 20 contains 39362 members 
Mstep: Class 21 contains 11246 members 
Mstep: Class 22 contains 71938 members 
Mstep: Class 23 contains 3382 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 67331 members 
Mstep: Class 26 contains 13464 members 
Mstep: Class 27 contains 22507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110688.000000 Penalty: 60205.453125
Iteration 363Q: 28 clusters Score -1.021107e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 14240 members 
Mstep: Class 3 contains 14847 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139031 members 
Mstep: Class 6 contains 151558 members 
Mstep: Class 7 contains 17405 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 77845 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 10539 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 46713 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 1778 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86610 members 
Mstep: Class 19 contains 87253 members 
Mstep: Class 20 contains 39364 members 
Mstep: Class 21 contains 11242 members 
Mstep: Class 22 contains 71922 members 
Mstep: Class 23 contains 3380 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 67250 members 
Mstep: Class 26 contains 13461 members 
Mstep: Class 27 contains 22498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110664.000000 Penalty: 60205.453125
Iteration 364Q: 28 clusters Score -1.021107e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 14849 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139021 members 
Mstep: Class 6 contains 151555 members 
Mstep: Class 7 contains 17413 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 78030 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 10540 members 
Mstep: Class 13 contains 5224 members 
Mstep: Class 14 contains 46716 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86541 members 
Mstep: Class 19 contains 87249 members 
Mstep: Class 20 contains 39368 members 
Mstep: Class 21 contains 11236 members 
Mstep: Class 22 contains 71891 members 
Mstep: Class 23 contains 3380 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 67182 members 
Mstep: Class 26 contains 13453 members 
Mstep: Class 27 contains 22490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110688.000000 Penalty: 60205.453125
Iteration 365Q: 28 clusters Score -1.021107e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 14850 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139038 members 
Mstep: Class 6 contains 151534 members 
Mstep: Class 7 contains 17423 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 78157 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 10538 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 46710 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86474 members 
Mstep: Class 19 contains 87240 members 
Mstep: Class 20 contains 39367 members 
Mstep: Class 21 contains 11232 members 
Mstep: Class 22 contains 71903 members 
Mstep: Class 23 contains 3380 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 67135 members 
Mstep: Class 26 contains 13448 members 
Mstep: Class 27 contains 22471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110776.000000 Penalty: 60205.453125
Iteration 366Q: 28 clusters Score -1.021108e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 14858 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139043 members 
Mstep: Class 6 contains 151512 members 
Mstep: Class 7 contains 17441 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 78302 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 10541 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 46709 members 
Mstep: Class 15 contains 3971 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86405 members 
Mstep: Class 19 contains 87228 members 
Mstep: Class 20 contains 39365 members 
Mstep: Class 21 contains 11234 members 
Mstep: Class 22 contains 71887 members 
Mstep: Class 23 contains 3380 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 67081 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 22454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110896.000000 Penalty: 60205.453125
Iteration 367Q: 28 clusters Score -1.021109e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 14864 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139050 members 
Mstep: Class 6 contains 151490 members 
Mstep: Class 7 contains 17452 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 78419 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 10543 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 46704 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86332 members 
Mstep: Class 19 contains 87222 members 
Mstep: Class 20 contains 39365 members 
Mstep: Class 21 contains 11235 members 
Mstep: Class 22 contains 71905 members 
Mstep: Class 23 contains 3380 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 67044 members 
Mstep: Class 26 contains 13435 members 
Mstep: Class 27 contains 22431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111112.000000 Penalty: 60205.453125
Iteration 368Q: 28 clusters Score -1.021111e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 14865 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139050 members 
Mstep: Class 6 contains 151467 members 
Mstep: Class 7 contains 17464 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 78531 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 10544 members 
Mstep: Class 13 contains 5271 members 
Mstep: Class 14 contains 46702 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86285 members 
Mstep: Class 19 contains 87215 members 
Mstep: Class 20 contains 39366 members 
Mstep: Class 21 contains 11244 members 
Mstep: Class 22 contains 71894 members 
Mstep: Class 23 contains 3380 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66995 members 
Mstep: Class 26 contains 13431 members 
Mstep: Class 27 contains 22423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110944.000000 Penalty: 60205.453125
Iteration 369Q: 28 clusters Score -1.021109e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 14864 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139055 members 
Mstep: Class 6 contains 151439 members 
Mstep: Class 7 contains 17469 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 78635 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 10542 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 46705 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86245 members 
Mstep: Class 19 contains 87207 members 
Mstep: Class 20 contains 39366 members 
Mstep: Class 21 contains 11247 members 
Mstep: Class 22 contains 71881 members 
Mstep: Class 23 contains 3380 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66958 members 
Mstep: Class 26 contains 13419 members 
Mstep: Class 27 contains 22418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110712.000000 Penalty: 60205.453125
Iteration 370Q: 28 clusters Score -1.021107e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 14865 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139062 members 
Mstep: Class 6 contains 151399 members 
Mstep: Class 7 contains 17483 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 78726 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 10543 members 
Mstep: Class 13 contains 5302 members 
Mstep: Class 14 contains 46708 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 1778 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86219 members 
Mstep: Class 19 contains 87202 members 
Mstep: Class 20 contains 39364 members 
Mstep: Class 21 contains 11248 members 
Mstep: Class 22 contains 71860 members 
Mstep: Class 23 contains 3380 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66919 members 
Mstep: Class 26 contains 13409 members 
Mstep: Class 27 contains 22422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110664.000000 Penalty: 60205.453125
Iteration 371Q: 28 clusters Score -1.021107e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 14873 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139060 members 
Mstep: Class 6 contains 151376 members 
Mstep: Class 7 contains 17496 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 78801 members 
Mstep: Class 10 contains 3733 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 10547 members 
Mstep: Class 13 contains 5310 members 
Mstep: Class 14 contains 46711 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86220 members 
Mstep: Class 19 contains 87199 members 
Mstep: Class 20 contains 39363 members 
Mstep: Class 21 contains 11248 members 
Mstep: Class 22 contains 71838 members 
Mstep: Class 23 contains 3380 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66866 members 
Mstep: Class 26 contains 13401 members 
Mstep: Class 27 contains 22419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110688.000000 Penalty: 60205.453125
Iteration 372Q: 28 clusters Score -1.021107e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 14877 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139068 members 
Mstep: Class 6 contains 151341 members 
Mstep: Class 7 contains 17513 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 78881 members 
Mstep: Class 10 contains 3733 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 10545 members 
Mstep: Class 13 contains 5323 members 
Mstep: Class 14 contains 46710 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86219 members 
Mstep: Class 19 contains 87196 members 
Mstep: Class 20 contains 39361 members 
Mstep: Class 21 contains 11241 members 
Mstep: Class 22 contains 71819 members 
Mstep: Class 23 contains 3379 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66828 members 
Mstep: Class 26 contains 13394 members 
Mstep: Class 27 contains 22409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110720.000000 Penalty: 60205.453125
Iteration 373Q: 28 clusters Score -1.021107e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 14879 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139080 members 
Mstep: Class 6 contains 151292 members 
Mstep: Class 7 contains 17524 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 78953 members 
Mstep: Class 10 contains 3732 members 
Mstep: Class 11 contains 2219 members 
Mstep: Class 12 contains 10545 members 
Mstep: Class 13 contains 5339 members 
Mstep: Class 14 contains 46710 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86230 members 
Mstep: Class 19 contains 87191 members 
Mstep: Class 20 contains 39363 members 
Mstep: Class 21 contains 11242 members 
Mstep: Class 22 contains 71808 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66777 members 
Mstep: Class 26 contains 13386 members 
Mstep: Class 27 contains 22396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110768.000000 Penalty: 60205.453125
Iteration 374Q: 28 clusters Score -1.021108e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 14252 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139080 members 
Mstep: Class 6 contains 151250 members 
Mstep: Class 7 contains 17531 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 79041 members 
Mstep: Class 10 contains 3730 members 
Mstep: Class 11 contains 2223 members 
Mstep: Class 12 contains 10545 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 46712 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 86206 members 
Mstep: Class 19 contains 87192 members 
Mstep: Class 20 contains 39366 members 
Mstep: Class 21 contains 11242 members 
Mstep: Class 22 contains 71813 members 
Mstep: Class 23 contains 3376 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66735 members 
Mstep: Class 26 contains 13379 members 
Mstep: Class 27 contains 22371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110792.000000 Penalty: 60205.453125
Iteration 375Q: 28 clusters Score -1.021108e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 14251 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139074 members 
Mstep: Class 6 contains 151219 members 
Mstep: Class 7 contains 17543 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 79122 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 10542 members 
Mstep: Class 13 contains 5366 members 
Mstep: Class 14 contains 46715 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 86199 members 
Mstep: Class 19 contains 87196 members 
Mstep: Class 20 contains 39368 members 
Mstep: Class 21 contains 11235 members 
Mstep: Class 22 contains 71822 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66687 members 
Mstep: Class 26 contains 13371 members 
Mstep: Class 27 contains 22347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110872.000000 Penalty: 60205.453125
Iteration 376Q: 28 clusters Score -1.021109e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 14253 members 
Mstep: Class 3 contains 14885 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139074 members 
Mstep: Class 6 contains 151167 members 
Mstep: Class 7 contains 17554 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 79214 members 
Mstep: Class 10 contains 3732 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 10543 members 
Mstep: Class 13 contains 5375 members 
Mstep: Class 14 contains 46719 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 86216 members 
Mstep: Class 19 contains 87206 members 
Mstep: Class 20 contains 39373 members 
Mstep: Class 21 contains 11230 members 
Mstep: Class 22 contains 71808 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 66634 members 
Mstep: Class 26 contains 13367 members 
Mstep: Class 27 contains 22311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110968.000000 Penalty: 60205.453125
Iteration 377Q: 28 clusters Score -1.02111e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 14257 members 
Mstep: Class 3 contains 14877 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139079 members 
Mstep: Class 6 contains 151120 members 
Mstep: Class 7 contains 17564 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 79309 members 
Mstep: Class 10 contains 3733 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 10543 members 
Mstep: Class 13 contains 5391 members 
Mstep: Class 14 contains 46722 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 86196 members 
Mstep: Class 19 contains 87199 members 
Mstep: Class 20 contains 39372 members 
Mstep: Class 21 contains 11224 members 
Mstep: Class 22 contains 71817 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 66604 members 
Mstep: Class 26 contains 13365 members 
Mstep: Class 27 contains 22273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111032.000000 Penalty: 60205.453125
Iteration 378Q: 28 clusters Score -1.02111e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 14260 members 
Mstep: Class 3 contains 14877 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139062 members 
Mstep: Class 6 contains 151093 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 79409 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 10542 members 
Mstep: Class 13 contains 5410 members 
Mstep: Class 14 contains 46723 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 86201 members 
Mstep: Class 19 contains 87198 members 
Mstep: Class 20 contains 39373 members 
Mstep: Class 21 contains 11216 members 
Mstep: Class 22 contains 71814 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 66559 members 
Mstep: Class 26 contains 13362 members 
Mstep: Class 27 contains 22227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111008.000000 Penalty: 60205.453125
Iteration 379Q: 28 clusters Score -1.02111e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 14260 members 
Mstep: Class 3 contains 14876 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139046 members 
Mstep: Class 6 contains 151094 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 79489 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 10540 members 
Mstep: Class 13 contains 5421 members 
Mstep: Class 14 contains 46726 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 86210 members 
Mstep: Class 19 contains 87197 members 
Mstep: Class 20 contains 39372 members 
Mstep: Class 21 contains 11209 members 
Mstep: Class 22 contains 71829 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66511 members 
Mstep: Class 26 contains 13363 members 
Mstep: Class 27 contains 22174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110912.000000 Penalty: 60205.453125
Iteration 380F: 28 clusters Score -1.021109e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 14262 members 
Mstep: Class 3 contains 14875 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 139036 members 
Mstep: Class 6 contains 151090 members 
Mstep: Class 7 contains 17576 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 79552 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 10539 members 
Mstep: Class 13 contains 5435 members 
Mstep: Class 14 contains 46729 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86218 members 
Mstep: Class 19 contains 87187 members 
Mstep: Class 20 contains 39370 members 
Mstep: Class 21 contains 11205 members 
Mstep: Class 22 contains 71858 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 66462 members 
Mstep: Class 26 contains 13359 members 
Mstep: Class 27 contains 22135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110952.000000 Penalty: 60205.453125
Iteration 381Q: 28 clusters Score -1.02111e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 14264 members 
Mstep: Class 3 contains 14875 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 139018 members 
Mstep: Class 6 contains 151052 members 
Mstep: Class 7 contains 17582 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 79634 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 10541 members 
Mstep: Class 13 contains 5466 members 
Mstep: Class 14 contains 46735 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86240 members 
Mstep: Class 19 contains 87188 members 
Mstep: Class 20 contains 39369 members 
Mstep: Class 21 contains 11200 members 
Mstep: Class 22 contains 71853 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66404 members 
Mstep: Class 26 contains 13354 members 
Mstep: Class 27 contains 22101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111072.000000 Penalty: 60205.453125
Iteration 382Q: 28 clusters Score -1.021111e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 14262 members 
Mstep: Class 3 contains 14879 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 139030 members 
Mstep: Class 6 contains 150991 members 
Mstep: Class 7 contains 17596 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 79707 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 10542 members 
Mstep: Class 13 contains 5496 members 
Mstep: Class 14 contains 46740 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86257 members 
Mstep: Class 19 contains 87187 members 
Mstep: Class 20 contains 39362 members 
Mstep: Class 21 contains 11191 members 
Mstep: Class 22 contains 71870 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66359 members 
Mstep: Class 26 contains 13354 members 
Mstep: Class 27 contains 22043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111040.000000 Penalty: 60205.453125
Iteration 383Q: 28 clusters Score -1.02111e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 14260 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 139027 members 
Mstep: Class 6 contains 150938 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 79740 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 2265 members 
Mstep: Class 12 contains 10546 members 
Mstep: Class 13 contains 5533 members 
Mstep: Class 14 contains 46740 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86285 members 
Mstep: Class 19 contains 87173 members 
Mstep: Class 20 contains 39357 members 
Mstep: Class 21 contains 11185 members 
Mstep: Class 22 contains 71909 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66313 members 
Mstep: Class 26 contains 13355 members 
Mstep: Class 27 contains 21993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110976.000000 Penalty: 60205.453125
Iteration 384Q: 28 clusters Score -1.02111e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 14256 members 
Mstep: Class 3 contains 14877 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139055 members 
Mstep: Class 6 contains 150886 members 
Mstep: Class 7 contains 17623 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 79788 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 10548 members 
Mstep: Class 13 contains 5567 members 
Mstep: Class 14 contains 46726 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86315 members 
Mstep: Class 19 contains 87162 members 
Mstep: Class 20 contains 39351 members 
Mstep: Class 21 contains 11178 members 
Mstep: Class 22 contains 71939 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66268 members 
Mstep: Class 26 contains 13355 members 
Mstep: Class 27 contains 21947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110952.000000 Penalty: 60205.453125
Iteration 385Q: 28 clusters Score -1.02111e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 14253 members 
Mstep: Class 3 contains 14870 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139073 members 
Mstep: Class 6 contains 150842 members 
Mstep: Class 7 contains 17629 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 79853 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 10549 members 
Mstep: Class 13 contains 5596 members 
Mstep: Class 14 contains 46729 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86335 members 
Mstep: Class 19 contains 87155 members 
Mstep: Class 20 contains 39342 members 
Mstep: Class 21 contains 11176 members 
Mstep: Class 22 contains 71954 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66213 members 
Mstep: Class 26 contains 13351 members 
Mstep: Class 27 contains 21916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110720.000000 Penalty: 60205.453125
Iteration 386Q: 28 clusters Score -1.021107e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 14251 members 
Mstep: Class 3 contains 14871 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139087 members 
Mstep: Class 6 contains 150791 members 
Mstep: Class 7 contains 17637 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 79930 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 2273 members 
Mstep: Class 12 contains 10549 members 
Mstep: Class 13 contains 5633 members 
Mstep: Class 14 contains 46733 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86353 members 
Mstep: Class 19 contains 87141 members 
Mstep: Class 20 contains 39334 members 
Mstep: Class 21 contains 11177 members 
Mstep: Class 22 contains 71957 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66154 members 
Mstep: Class 26 contains 13346 members 
Mstep: Class 27 contains 21887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110704.000000 Penalty: 60205.453125
Iteration 387Q: 28 clusters Score -1.021107e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 14874 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139098 members 
Mstep: Class 6 contains 150739 members 
Mstep: Class 7 contains 17645 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 80007 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 10551 members 
Mstep: Class 13 contains 5662 members 
Mstep: Class 14 contains 46737 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86391 members 
Mstep: Class 19 contains 87142 members 
Mstep: Class 20 contains 39329 members 
Mstep: Class 21 contains 11175 members 
Mstep: Class 22 contains 71942 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66088 members 
Mstep: Class 26 contains 13343 members 
Mstep: Class 27 contains 21855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110528.000000 Penalty: 60205.453125
Iteration 388Q: 28 clusters Score -1.021105e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 14872 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 139106 members 
Mstep: Class 6 contains 150688 members 
Mstep: Class 7 contains 17655 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 80084 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 10553 members 
Mstep: Class 13 contains 5695 members 
Mstep: Class 14 contains 46744 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86438 members 
Mstep: Class 19 contains 87134 members 
Mstep: Class 20 contains 39325 members 
Mstep: Class 21 contains 11165 members 
Mstep: Class 22 contains 71921 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 66028 members 
Mstep: Class 26 contains 13345 members 
Mstep: Class 27 contains 21825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110840.000000 Penalty: 60205.453125
Iteration 389Q: 28 clusters Score -1.021108e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 14870 members 
Mstep: Class 4 contains 598 members 
Mstep: Class 5 contains 139121 members 
Mstep: Class 6 contains 150643 members 
Mstep: Class 7 contains 17666 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 80175 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 10554 members 
Mstep: Class 13 contains 5725 members 
Mstep: Class 14 contains 46745 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86436 members 
Mstep: Class 19 contains 87130 members 
Mstep: Class 20 contains 39319 members 
Mstep: Class 21 contains 11155 members 
Mstep: Class 22 contains 71891 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 65993 members 
Mstep: Class 26 contains 13342 members 
Mstep: Class 27 contains 21810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110784.000000 Penalty: 60205.453125
Iteration 390Q: 28 clusters Score -1.021108e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 14871 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 139125 members 
Mstep: Class 6 contains 150618 members 
Mstep: Class 7 contains 17680 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 80252 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 10556 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 46751 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86443 members 
Mstep: Class 19 contains 87122 members 
Mstep: Class 20 contains 39312 members 
Mstep: Class 21 contains 11149 members 
Mstep: Class 22 contains 71867 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 65950 members 
Mstep: Class 26 contains 13341 members 
Mstep: Class 27 contains 21795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110712.000000 Penalty: 60205.453125
Iteration 391Q: 28 clusters Score -1.021107e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 14233 members 
Mstep: Class 3 contains 14874 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139116 members 
Mstep: Class 6 contains 150617 members 
Mstep: Class 7 contains 17691 members 
Mstep: Class 8 contains 4382 members 
Mstep: Class 9 contains 80322 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 10556 members 
Mstep: Class 13 contains 5763 members 
Mstep: Class 14 contains 46756 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86445 members 
Mstep: Class 19 contains 87114 members 
Mstep: Class 20 contains 39305 members 
Mstep: Class 21 contains 11143 members 
Mstep: Class 22 contains 71870 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 65905 members 
Mstep: Class 26 contains 13338 members 
Mstep: Class 27 contains 21767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110840.000000 Penalty: 60205.453125
Iteration 392Q: 28 clusters Score -1.021108e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 14233 members 
Mstep: Class 3 contains 14878 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139126 members 
Mstep: Class 6 contains 150579 members 
Mstep: Class 7 contains 17705 members 
Mstep: Class 8 contains 4382 members 
Mstep: Class 9 contains 80404 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 10555 members 
Mstep: Class 13 contains 5780 members 
Mstep: Class 14 contains 46765 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86432 members 
Mstep: Class 19 contains 87109 members 
Mstep: Class 20 contains 39296 members 
Mstep: Class 21 contains 11139 members 
Mstep: Class 22 contains 71858 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 65877 members 
Mstep: Class 26 contains 13340 members 
Mstep: Class 27 contains 21737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110688.000000 Penalty: 60205.453125
Iteration 393Q: 28 clusters Score -1.021107e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 14237 members 
Mstep: Class 3 contains 14876 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139142 members 
Mstep: Class 6 contains 150532 members 
Mstep: Class 7 contains 17713 members 
Mstep: Class 8 contains 4382 members 
Mstep: Class 9 contains 80486 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 10553 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 46767 members 
Mstep: Class 15 contains 3965 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86424 members 
Mstep: Class 19 contains 87101 members 
Mstep: Class 20 contains 39294 members 
Mstep: Class 21 contains 11137 members 
Mstep: Class 22 contains 71843 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65845 members 
Mstep: Class 26 contains 13346 members 
Mstep: Class 27 contains 21712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110672.000000 Penalty: 60205.453125
Iteration 394Q: 28 clusters Score -1.021107e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 14238 members 
Mstep: Class 3 contains 14871 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139151 members 
Mstep: Class 6 contains 150509 members 
Mstep: Class 7 contains 17723 members 
Mstep: Class 8 contains 4382 members 
Mstep: Class 9 contains 80552 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 10548 members 
Mstep: Class 13 contains 5821 members 
Mstep: Class 14 contains 46763 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86422 members 
Mstep: Class 19 contains 87091 members 
Mstep: Class 20 contains 39291 members 
Mstep: Class 21 contains 11135 members 
Mstep: Class 22 contains 71850 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65812 members 
Mstep: Class 26 contains 13350 members 
Mstep: Class 27 contains 21678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110704.000000 Penalty: 60205.453125
Iteration 395Q: 28 clusters Score -1.021107e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 14870 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139169 members 
Mstep: Class 6 contains 150476 members 
Mstep: Class 7 contains 17739 members 
Mstep: Class 8 contains 4380 members 
Mstep: Class 9 contains 80614 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 10545 members 
Mstep: Class 13 contains 5836 members 
Mstep: Class 14 contains 46758 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86426 members 
Mstep: Class 19 contains 87086 members 
Mstep: Class 20 contains 39284 members 
Mstep: Class 21 contains 11132 members 
Mstep: Class 22 contains 71840 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65779 members 
Mstep: Class 26 contains 13358 members 
Mstep: Class 27 contains 21654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110744.000000 Penalty: 60205.453125
Iteration 396Q: 28 clusters Score -1.021107e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 14864 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139180 members 
Mstep: Class 6 contains 150449 members 
Mstep: Class 7 contains 17758 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 80657 members 
Mstep: Class 10 contains 3745 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 10547 members 
Mstep: Class 13 contains 5846 members 
Mstep: Class 14 contains 46755 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86426 members 
Mstep: Class 19 contains 87078 members 
Mstep: Class 20 contains 39276 members 
Mstep: Class 21 contains 11129 members 
Mstep: Class 22 contains 71832 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65758 members 
Mstep: Class 26 contains 13361 members 
Mstep: Class 27 contains 21644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110752.000000 Penalty: 60205.453125
Iteration 397Q: 28 clusters Score -1.021108e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 14242 members 
Mstep: Class 3 contains 14864 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 139195 members 
Mstep: Class 6 contains 150415 members 
Mstep: Class 7 contains 17764 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 80707 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10546 members 
Mstep: Class 13 contains 5855 members 
Mstep: Class 14 contains 46756 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86414 members 
Mstep: Class 19 contains 87075 members 
Mstep: Class 20 contains 39272 members 
Mstep: Class 21 contains 11124 members 
Mstep: Class 22 contains 71828 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65742 members 
Mstep: Class 26 contains 13358 members 
Mstep: Class 27 contains 21635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110624.000000 Penalty: 60205.453125
Iteration 398Q: 28 clusters Score -1.021106e+08 nChanged 321
Entering ConstructFrom: 
Score: -102110624.000000 Penalty: 60205.453125
Entering ConstructFrom: 
Trying to split cluster 1 (12642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Entering Unmasked Estep 
Score: -1463780.625000 Penalty: 1534.776855
	Iteration 0F: 2 clusters Score -1463781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1454882.250000 Penalty: 3069.553711
	Iteration 0F: 3 clusters Score -1454882 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1457851.625000 Penalty: 3069.553711
	Iteration 1F: 3 clusters Score -1457852 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1458148.125000 Penalty: 3069.553711
	Iteration 2F: 3 clusters Score -1458148 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1458398.375000 Penalty: 3069.553711
	Iteration 3Q: 3 clusters Score -1458398 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1458660.375000 Penalty: 3069.553711
	Iteration 4Q: 3 clusters Score -1458660 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1458935.875000 Penalty: 3069.553711
	Iteration 5Q: 3 clusters Score -1458936 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1459205.875000 Penalty: 3069.553711
	Iteration 6Q: 3 clusters Score -1459206 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1459506.375000 Penalty: 3069.553711
	Iteration 7Q: 3 clusters Score -1459506 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1459831.375000 Penalty: 3069.553711
	Iteration 8Q: 3 clusters Score -1459831 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1460192.500000 Penalty: 3069.553711
	Iteration 9Q: 3 clusters Score -1460192 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1460592.375000 Penalty: 3069.553711
	Iteration 10Q: 3 clusters Score -1460592 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1460972.500000 Penalty: 3069.553711
	Iteration 11Q: 3 clusters Score -1460972 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1461355.500000 Penalty: 3069.553711
	Iteration 12Q: 3 clusters Score -1461356 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1461638.250000 Penalty: 3069.553711
	Iteration 13Q: 3 clusters Score -1461638 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1461835.500000 Penalty: 3069.553711
	Iteration 14Q: 3 clusters Score -1461836 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1461970.250000 Penalty: 3069.553711
	Iteration 15Q: 3 clusters Score -1461970 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1462077.375000 Penalty: 3069.553711
	Iteration 16Q: 3 clusters Score -1462077 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1462154.750000 Penalty: 3069.553711
	Iteration 17Q: 3 clusters Score -1462155 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1462217.750000 Penalty: 3069.553711
	Iteration 18Q: 3 clusters Score -1462218 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1462264.375000 Penalty: 3069.553711
	Iteration 19Q: 3 clusters Score -1462264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1462315.500000 Penalty: 3069.553711
	Iteration 20F: 3 clusters Score -1462316 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1462351.000000 Penalty: 3069.553711
	Iteration 21Q: 3 clusters Score -1462351 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1462389.875000 Penalty: 3069.553711
	Iteration 22Q: 3 clusters Score -1462390 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1462419.000000 Penalty: 3069.553711
	Iteration 23Q: 3 clusters Score -1462419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1462450.125000 Penalty: 3069.553711
	Iteration 24Q: 3 clusters Score -1462450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1462462.375000 Penalty: 3069.553711
	Iteration 25Q: 3 clusters Score -1462462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1462478.500000 Penalty: 3069.553711
	Iteration 26Q: 3 clusters Score -1462478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1462488.875000 Penalty: 3069.553711
	Iteration 27Q: 3 clusters Score -1462489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1462499.375000 Penalty: 3069.553711
	Iteration 28Q: 3 clusters Score -1462499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1462507.875000 Penalty: 3069.553711
	Iteration 29Q: 3 clusters Score -1462508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1462512.125000 Penalty: 3069.553711
	Iteration 30Q: 3 clusters Score -1462512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1462517.625000 Penalty: 3069.553711
	Iteration 31Q: 3 clusters Score -1462518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1462527.500000 Penalty: 3069.553711
	Iteration 32Q: 3 clusters Score -1462528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1462533.750000 Penalty: 3069.553711
	Iteration 33Q: 3 clusters Score -1462534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1462536.625000 Penalty: 3069.553711
	Iteration 34Q: 3 clusters Score -1462537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1462543.250000 Penalty: 3069.553711
	Iteration 35Q: 3 clusters Score -1462543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1462546.125000 Penalty: 3069.553711
	Iteration 36Q: 3 clusters Score -1462546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1462548.875000 Penalty: 3069.553711
	Iteration 37Q: 3 clusters Score -1462549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1462551.500000 Penalty: 3069.553711
	Iteration 38Q: 3 clusters Score -1462552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1462554.625000 Penalty: 3069.553711
	Iteration 39Q: 3 clusters Score -1462555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1462557.125000 Penalty: 3069.553711
	Iteration 40F: 3 clusters Score -1462557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1462557.750000 Penalty: 3069.553711
	Iteration 41Q: 3 clusters Score -1462558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1462557.875000 Penalty: 3069.553711
	Iteration 42Q: 3 clusters Score -1462558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1462559.250000 Penalty: 3069.553711
	Iteration 43Q: 3 clusters Score -1462559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1462559.250000 Penalty: 3069.553711
	Iteration 44F: 3 clusters Score -1462559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1623374.625000 Penalty: 1554.153442
	Iteration 0F: 2 clusters Score -1623375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1613493.750000 Penalty: 3108.306885
	Iteration 0F: 3 clusters Score -1613494 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1616761.125000 Penalty: 3108.306885
	Iteration 1F: 3 clusters Score -1616761 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1617052.875000 Penalty: 3108.306885
	Iteration 2F: 3 clusters Score -1617053 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1617354.125000 Penalty: 3108.306885
	Iteration 3Q: 3 clusters Score -1617354 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1617627.875000 Penalty: 3108.306885
	Iteration 4Q: 3 clusters Score -1617628 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1617953.500000 Penalty: 3108.306885
	Iteration 5Q: 3 clusters Score -1617954 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1618291.125000 Penalty: 3108.306885
	Iteration 6Q: 3 clusters Score -1618291 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1618659.750000 Penalty: 3108.306885
	Iteration 7Q: 3 clusters Score -1618660 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1619132.500000 Penalty: 3108.306885
	Iteration 8F: 3 clusters Score -1619132 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1619610.750000 Penalty: 3108.306885
	Iteration 9Q: 3 clusters Score -1619611 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1620108.625000 Penalty: 3108.306885
	Iteration 10Q: 3 clusters Score -1620109 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1620535.375000 Penalty: 3108.306885
	Iteration 11Q: 3 clusters Score -1620535 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1620891.000000 Penalty: 3108.306885
	Iteration 12Q: 3 clusters Score -1620891 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1621185.625000 Penalty: 3108.306885
	Iteration 13Q: 3 clusters Score -1621186 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1621389.250000 Penalty: 3108.306885
	Iteration 14Q: 3 clusters Score -1621389 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1621559.000000 Penalty: 3108.306885
	Iteration 15Q: 3 clusters Score -1621559 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1621697.750000 Penalty: 3108.306885
	Iteration 16Q: 3 clusters Score -1621698 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1621821.250000 Penalty: 3108.306885
	Iteration 17Q: 3 clusters Score -1621821 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1621935.125000 Penalty: 3108.306885
	Iteration 18Q: 3 clusters Score -1621935 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1622037.875000 Penalty: 3108.306885
	Iteration 19Q: 3 clusters Score -1622038 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1622123.750000 Penalty: 3108.306885
	Iteration 20F: 3 clusters Score -1622124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1622168.750000 Penalty: 3108.306885
	Iteration 21Q: 3 clusters Score -1622169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1622201.625000 Penalty: 3108.306885
	Iteration 22Q: 3 clusters Score -1622202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1622219.750000 Penalty: 3108.306885
	Iteration 23Q: 3 clusters Score -1622220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1622228.250000 Penalty: 3108.306885
	Iteration 24Q: 3 clusters Score -1622228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1622233.750000 Penalty: 3108.306885
	Iteration 25Q: 3 clusters Score -1622234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1622238.500000 Penalty: 3108.306885
	Iteration 26Q: 3 clusters Score -1622238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1622242.875000 Penalty: 3108.306885
	Iteration 27Q: 3 clusters Score -1622243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1622243.000000 Penalty: 3108.306885
	Iteration 28Q: 3 clusters Score -1622243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1622243.250000 Penalty: 3108.306885
	Iteration 29Q: 3 clusters Score -1622243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1622242.625000 Penalty: 3108.306885
	Iteration 30Q: 3 clusters Score -1622243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1622242.625000 Penalty: 3108.306885
	Iteration 31F: 3 clusters Score -1622243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Entering Unmasked Estep 
Score: -1650593.375000 Penalty: 1561.175781
	Iteration 0F: 2 clusters Score -1650593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1640286.375000 Penalty: 3122.351562
	Iteration 0F: 3 clusters Score -1640286 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1643800.750000 Penalty: 3122.351562
	Iteration 1F: 3 clusters Score -1643801 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1644006.125000 Penalty: 3122.351562
	Iteration 2Q: 3 clusters Score -1644006 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1644167.625000 Penalty: 3122.351562
	Iteration 3Q: 3 clusters Score -1644168 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1644319.625000 Penalty: 3122.351562
	Iteration 4Q: 3 clusters Score -1644320 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1644472.500000 Penalty: 3122.351562
	Iteration 5Q: 3 clusters Score -1644472 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1644659.375000 Penalty: 3122.351562
	Iteration 6Q: 3 clusters Score -1644659 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1644905.625000 Penalty: 3122.351562
	Iteration 7Q: 3 clusters Score -1644906 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1645250.000000 Penalty: 3122.351562
	Iteration 8Q: 3 clusters Score -1645250 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1645785.125000 Penalty: 3122.351562
	Iteration 9F: 3 clusters Score -1645785 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1646563.875000 Penalty: 3122.351562
	Iteration 10F: 3 clusters Score -1646564 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1647461.875000 Penalty: 3122.351562
	Iteration 11F: 3 clusters Score -1647462 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1648205.875000 Penalty: 3122.351562
	Iteration 12F: 3 clusters Score -1648206 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1648691.250000 Penalty: 3122.351562
	Iteration 13Q: 3 clusters Score -1648691 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1648928.875000 Penalty: 3122.351562
	Iteration 14Q: 3 clusters Score -1648929 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1649062.500000 Penalty: 3122.351562
	Iteration 15Q: 3 clusters Score -1649062 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1649147.750000 Penalty: 3122.351562
	Iteration 16Q: 3 clusters Score -1649148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1649188.125000 Penalty: 3122.351562
	Iteration 17Q: 3 clusters Score -1649188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1649209.125000 Penalty: 3122.351562
	Iteration 18Q: 3 clusters Score -1649209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1649227.125000 Penalty: 3122.351562
	Iteration 19Q: 3 clusters Score -1649227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1649234.000000 Penalty: 3122.351562
	Iteration 20F: 3 clusters Score -1649234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1649236.250000 Penalty: 3122.351562
	Iteration 21Q: 3 clusters Score -1649236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1649240.250000 Penalty: 3122.351562
	Iteration 22Q: 3 clusters Score -1649240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1649243.000000 Penalty: 3122.351562
	Iteration 23Q: 3 clusters Score -1649243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1649245.625000 Penalty: 3122.351562
	Iteration 24Q: 3 clusters Score -1649246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1649245.625000 Penalty: 3122.351562
	Iteration 25F: 3 clusters Score -1649246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -65088.292969 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -65088.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63905.386719 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -63905.39 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64095.929688 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -64095.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64154.027344 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -64154.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64181.277344 Penalty: 2079.002197
	Iteration 3Q: 3 clusters Score -64181.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64201.203125 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -64201.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64215.003906 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -64215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64224.722656 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -64224.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64229.128906 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -64229.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64233.972656 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -64233.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64237.949219 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -64237.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64240.980469 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -64240.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64241.566406 Penalty: 2079.002197
	Iteration 11Q: 3 clusters Score -64241.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64243.511719 Penalty: 2079.002197
	Iteration 12Q: 3 clusters Score -64243.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64244.875000 Penalty: 2079.002197
	Iteration 13Q: 3 clusters Score -64244.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64244.875000 Penalty: 2079.002197
	Iteration 14F: 3 clusters Score -64244.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (139225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139225 members 
Entering Unmasked Estep 
Score: -15802366.000000 Penalty: 1924.625000
	Iteration 0F: 2 clusters Score -1.580237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 69862 members 
Entering Unmasked Estep 
Score: -15711405.000000 Penalty: 3849.250000
	Iteration 0F: 3 clusters Score -1.57114e+07 nChanged 66977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -15750641.000000 Penalty: 3849.250000
	Iteration 1F: 3 clusters Score -1.575064e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -15751784.000000 Penalty: 3849.250000
	Iteration 2Q: 3 clusters Score -1.575178e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
Score: -15753600.000000 Penalty: 3849.250000
	Iteration 3Q: 3 clusters Score -1.57536e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -15756470.000000 Penalty: 3849.250000
	Iteration 4Q: 3 clusters Score -1.575647e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -15760889.000000 Penalty: 3849.250000
	Iteration 5Q: 3 clusters Score -1.576089e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 94128 members 
Entering Unmasked Estep 
Score: -15767168.000000 Penalty: 3849.250000
	Iteration 6F: 3 clusters Score -1.576717e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -15774341.000000 Penalty: 3849.250000
	Iteration 7F: 3 clusters Score -1.577434e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 110086 members 
Entering Unmasked Estep 
Score: -15781294.000000 Penalty: 3849.250000
	Iteration 8F: 3 clusters Score -1.578129e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 117148 members 
Entering Unmasked Estep 
Score: -15786922.000000 Penalty: 3849.250000
	Iteration 9F: 3 clusters Score -1.578692e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 122922 members 
Entering Unmasked Estep 
Score: -15791050.000000 Penalty: 3849.250000
	Iteration 10Q: 3 clusters Score -1.579105e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 127506 members 
Entering Unmasked Estep 
Score: -15794123.000000 Penalty: 3849.250000
	Iteration 11Q: 3 clusters Score -1.579412e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 131003 members 
Entering Unmasked Estep 
Score: -15796167.000000 Penalty: 3849.250000
	Iteration 12Q: 3 clusters Score -1.579617e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 133484 members 
Entering Unmasked Estep 
Score: -15797677.000000 Penalty: 3849.250000
	Iteration 13Q: 3 clusters Score -1.579768e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 135271 members 
Entering Unmasked Estep 
Score: -15798697.000000 Penalty: 3849.250000
	Iteration 14Q: 3 clusters Score -1.57987e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 136487 members 
Entering Unmasked Estep 
Score: -15799340.000000 Penalty: 3849.250000
	Iteration 15Q: 3 clusters Score -1.579934e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 137294 members 
Entering Unmasked Estep 
Score: -15799813.000000 Penalty: 3849.250000
	Iteration 16Q: 3 clusters Score -1.579981e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 137805 members 
Entering Unmasked Estep 
Score: -15800124.000000 Penalty: 3849.250000
	Iteration 17Q: 3 clusters Score -1.580012e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 138125 members 
Entering Unmasked Estep 
Score: -15800295.000000 Penalty: 3849.250000
	Iteration 18Q: 3 clusters Score -1.58003e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 138337 members 
Entering Unmasked Estep 
Score: -15800452.000000 Penalty: 3849.250000
	Iteration 19Q: 3 clusters Score -1.580045e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 138466 members 
Entering Unmasked Estep 
Score: -15800553.000000 Penalty: 3849.250000
	Iteration 20F: 3 clusters Score -1.580055e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 138556 members 
Entering Unmasked Estep 
Score: -15800611.000000 Penalty: 3849.250000
	Iteration 21Q: 3 clusters Score -1.580061e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 138616 members 
Entering Unmasked Estep 
Score: -15800631.000000 Penalty: 3849.250000
	Iteration 22Q: 3 clusters Score -1.580063e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 138647 members 
Entering Unmasked Estep 
Score: -15800678.000000 Penalty: 3849.250000
	Iteration 23Q: 3 clusters Score -1.580068e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 138668 members 
Entering Unmasked Estep 
Score: -15800693.000000 Penalty: 3849.250000
	Iteration 24Q: 3 clusters Score -1.580069e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 138692 members 
Entering Unmasked Estep 
Score: -15800716.000000 Penalty: 3849.250000
	Iteration 25Q: 3 clusters Score -1.580072e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 138706 members 
Entering Unmasked Estep 
Score: -15800726.000000 Penalty: 3849.250000
	Iteration 26Q: 3 clusters Score -1.580073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 138716 members 
Entering Unmasked Estep 
Score: -15800730.000000 Penalty: 3849.250000
	Iteration 27Q: 3 clusters Score -1.580073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 138725 members 
Entering Unmasked Estep 
Score: -15800745.000000 Penalty: 3849.250000
	Iteration 28Q: 3 clusters Score -1.580074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 138734 members 
Entering Unmasked Estep 
Score: -15800739.000000 Penalty: 3849.250000
	Iteration 29Q: 3 clusters Score -1.580074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 138740 members 
Entering Unmasked Estep 
Score: -15800761.000000 Penalty: 3849.250000
	Iteration 30Q: 3 clusters Score -1.580076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 138747 members 
Entering Unmasked Estep 
Score: -15800767.000000 Penalty: 3849.250000
	Iteration 31Q: 3 clusters Score -1.580077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 138754 members 
Entering Unmasked Estep 
Score: -15800766.000000 Penalty: 3849.250000
	Iteration 32Q: 3 clusters Score -1.580077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 138762 members 
Entering Unmasked Estep 
Score: -15800772.000000 Penalty: 3849.250000
	Iteration 33Q: 3 clusters Score -1.580077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 138766 members 
Entering Unmasked Estep 
Score: -15800778.000000 Penalty: 3849.250000
	Iteration 34Q: 3 clusters Score -1.580078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 138771 members 
Entering Unmasked Estep 
Score: -15800777.000000 Penalty: 3849.250000
	Iteration 35Q: 3 clusters Score -1.580078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 138776 members 
Entering Unmasked Estep 
Score: -15800772.000000 Penalty: 3849.250000
	Iteration 36Q: 3 clusters Score -1.580077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 138778 members 
Entering Unmasked Estep 
Score: -15800774.000000 Penalty: 3849.250000
	Iteration 37Q: 3 clusters Score -1.580077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 138778 members 
Entering Unmasked Estep 
Score: -15800771.000000 Penalty: 3849.250000
	Iteration 38Q: 3 clusters Score -1.580077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 138780 members 
Entering Unmasked Estep 
Score: -15800765.000000 Penalty: 3849.250000
	Iteration 39Q: 3 clusters Score -1.580076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 138780 members 
Entering Unmasked Estep 
Score: -15800770.000000 Penalty: 3849.250000
	Iteration 40F: 3 clusters Score -1.580077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 138781 members 
Entering Unmasked Estep 
Score: -15800772.000000 Penalty: 3849.250000
	Iteration 41Q: 3 clusters Score -1.580077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 138784 members 
Entering Unmasked Estep 
Score: -15800774.000000 Penalty: 3849.250000
	Iteration 42Q: 3 clusters Score -1.580077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 138786 members 
Entering Unmasked Estep 
Score: -15800786.000000 Penalty: 3849.250000
	Iteration 43Q: 3 clusters Score -1.580079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 138785 members 
Entering Unmasked Estep 
Score: -15800789.000000 Penalty: 3849.250000
	Iteration 44Q: 3 clusters Score -1.580079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 138785 members 
Entering Unmasked Estep 
Score: -15800789.000000 Penalty: 3849.250000
	Iteration 45F: 3 clusters Score -1.580079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (150377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150377 members 
Entering Unmasked Estep 
Score: -16995036.000000 Penalty: 1937.146362
	Iteration 0F: 2 clusters Score -1.699504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75099 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -16896234.000000 Penalty: 3874.292725
	Iteration 0F: 3 clusters Score -1.689623e+07 nChanged 72553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -16940914.000000 Penalty: 3874.292725
	Iteration 1F: 3 clusters Score -1.694091e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 76624 members 
Entering Unmasked Estep 
Score: -16944000.000000 Penalty: 3874.292725
	Iteration 2Q: 3 clusters Score -1.6944e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -16948506.000000 Penalty: 3874.292725
	Iteration 3F: 3 clusters Score -1.694851e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73161 members 
Mstep: Class 2 contains 77216 members 
Entering Unmasked Estep 
Score: -16954992.000000 Penalty: 3874.292725
	Iteration 4F: 3 clusters Score -1.695499e+07 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73416 members 
Mstep: Class 2 contains 76961 members 
Entering Unmasked Estep 
Score: -16963520.000000 Penalty: 3874.292725
	Iteration 5F: 3 clusters Score -1.696352e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73952 members 
Mstep: Class 2 contains 76425 members 
Entering Unmasked Estep 
Score: -16971556.000000 Penalty: 3874.292725
	Iteration 6F: 3 clusters Score -1.697156e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -16975894.000000 Penalty: 3874.292725
	Iteration 7F: 3 clusters Score -1.697589e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Mstep: Class 2 contains 74955 members 
Entering Unmasked Estep 
Score: -16977384.000000 Penalty: 3874.292725
	Iteration 8Q: 3 clusters Score -1.697738e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 74229 members 
Entering Unmasked Estep 
Score: -16978054.000000 Penalty: 3874.292725
	Iteration 9Q: 3 clusters Score -1.697805e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -16978710.000000 Penalty: 3874.292725
	Iteration 10Q: 3 clusters Score -1.697871e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77649 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -16979300.000000 Penalty: 3874.292725
	Iteration 11Q: 3 clusters Score -1.69793e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -16979870.000000 Penalty: 3874.292725
	Iteration 12Q: 3 clusters Score -1.697987e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 70996 members 
Entering Unmasked Estep 
Score: -16980368.000000 Penalty: 3874.292725
	Iteration 13Q: 3 clusters Score -1.698037e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -16980896.000000 Penalty: 3874.292725
	Iteration 14Q: 3 clusters Score -1.69809e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -16981532.000000 Penalty: 3874.292725
	Iteration 15Q: 3 clusters Score -1.698153e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -16982100.000000 Penalty: 3874.292725
	Iteration 16Q: 3 clusters Score -1.69821e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83088 members 
Mstep: Class 2 contains 67289 members 
Entering Unmasked Estep 
Score: -16982638.000000 Penalty: 3874.292725
	Iteration 17Q: 3 clusters Score -1.698264e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83864 members 
Mstep: Class 2 contains 66513 members 
Entering Unmasked Estep 
Score: -16983136.000000 Penalty: 3874.292725
	Iteration 18Q: 3 clusters Score -1.698314e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -16983554.000000 Penalty: 3874.292725
	Iteration 19Q: 3 clusters Score -1.698355e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85446 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -16984000.000000 Penalty: 3874.292725
	Iteration 20F: 3 clusters Score -1.6984e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86307 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -16984400.000000 Penalty: 3874.292725
	Iteration 21Q: 3 clusters Score -1.69844e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87254 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -16984848.000000 Penalty: 3874.292725
	Iteration 22Q: 3 clusters Score -1.698485e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88269 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -16985154.000000 Penalty: 3874.292725
	Iteration 23Q: 3 clusters Score -1.698515e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89271 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -16985370.000000 Penalty: 3874.292725
	Iteration 24Q: 3 clusters Score -1.698537e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -16985606.000000 Penalty: 3874.292725
	Iteration 25Q: 3 clusters Score -1.698561e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91502 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -16985848.000000 Penalty: 3874.292725
	Iteration 26Q: 3 clusters Score -1.698585e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -16986102.000000 Penalty: 3874.292725
	Iteration 27Q: 3 clusters Score -1.69861e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -16986370.000000 Penalty: 3874.292725
	Iteration 28Q: 3 clusters Score -1.698637e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -16986538.000000 Penalty: 3874.292725
	Iteration 29Q: 3 clusters Score -1.698654e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -16986662.000000 Penalty: 3874.292725
	Iteration 30Q: 3 clusters Score -1.698666e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98617 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -16986902.000000 Penalty: 3874.292725
	Iteration 31Q: 3 clusters Score -1.69869e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100225 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -16987122.000000 Penalty: 3874.292725
	Iteration 32Q: 3 clusters Score -1.698712e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101964 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -16987312.000000 Penalty: 3874.292725
	Iteration 33Q: 3 clusters Score -1.698731e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103750 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -16987510.000000 Penalty: 3874.292725
	Iteration 34Q: 3 clusters Score -1.698751e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105623 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -16987674.000000 Penalty: 3874.292725
	Iteration 35Q: 3 clusters Score -1.698767e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107529 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -16987824.000000 Penalty: 3874.292725
	Iteration 36Q: 3 clusters Score -1.698782e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -16988040.000000 Penalty: 3874.292725
	Iteration 37Q: 3 clusters Score -1.698804e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111363 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -16988208.000000 Penalty: 3874.292725
	Iteration 38Q: 3 clusters Score -1.698821e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113287 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -16988302.000000 Penalty: 3874.292725
	Iteration 39Q: 3 clusters Score -1.69883e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115258 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -16988652.000000 Penalty: 3874.292725
	Iteration 40F: 3 clusters Score -1.698865e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117313 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -16989018.000000 Penalty: 3874.292725
	Iteration 41Q: 3 clusters Score -1.698902e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -16989388.000000 Penalty: 3874.292725
	Iteration 42Q: 3 clusters Score -1.698939e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121507 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -16989918.000000 Penalty: 3874.292725
	Iteration 43Q: 3 clusters Score -1.698992e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123596 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -16990318.000000 Penalty: 3874.292725
	Iteration 44Q: 3 clusters Score -1.699032e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125674 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -16990678.000000 Penalty: 3874.292725
	Iteration 45Q: 3 clusters Score -1.699068e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127672 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -16991102.000000 Penalty: 3874.292725
	Iteration 46Q: 3 clusters Score -1.69911e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129588 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -16991528.000000 Penalty: 3874.292725
	Iteration 47Q: 3 clusters Score -1.699153e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131385 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -16991858.000000 Penalty: 3874.292725
	Iteration 48Q: 3 clusters Score -1.699186e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133079 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -16992196.000000 Penalty: 3874.292725
	Iteration 49Q: 3 clusters Score -1.69922e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134668 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -16992590.000000 Penalty: 3874.292725
	Iteration 50Q: 3 clusters Score -1.699259e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136163 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -16992942.000000 Penalty: 3874.292725
	Iteration 51Q: 3 clusters Score -1.699294e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137595 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -16993232.000000 Penalty: 3874.292725
	Iteration 52Q: 3 clusters Score -1.699323e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138939 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -16993482.000000 Penalty: 3874.292725
	Iteration 53Q: 3 clusters Score -1.699348e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140177 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -16993660.000000 Penalty: 3874.292725
	Iteration 54Q: 3 clusters Score -1.699366e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141338 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -16993770.000000 Penalty: 3874.292725
	Iteration 55Q: 3 clusters Score -1.699377e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142390 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -16993990.000000 Penalty: 3874.292725
	Iteration 56Q: 3 clusters Score -1.699399e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143275 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -16994108.000000 Penalty: 3874.292725
	Iteration 57Q: 3 clusters Score -1.699411e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143980 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -16994146.000000 Penalty: 3874.292725
	Iteration 58Q: 3 clusters Score -1.699415e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144565 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -16994150.000000 Penalty: 3874.292725
	Iteration 59Q: 3 clusters Score -1.699415e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145059 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -16994276.000000 Penalty: 3874.292725
	Iteration 60F: 3 clusters Score -1.699428e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145574 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -16994262.000000 Penalty: 3874.292725
	Iteration 61Q: 3 clusters Score -1.699426e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146021 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -16994414.000000 Penalty: 3874.292725
	Iteration 62Q: 3 clusters Score -1.699441e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146410 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -16994480.000000 Penalty: 3874.292725
	Iteration 63Q: 3 clusters Score -1.699448e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146780 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -16994498.000000 Penalty: 3874.292725
	Iteration 64Q: 3 clusters Score -1.69945e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147070 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -16994500.000000 Penalty: 3874.292725
	Iteration 65Q: 3 clusters Score -1.69945e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147315 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -16994512.000000 Penalty: 3874.292725
	Iteration 66Q: 3 clusters Score -1.699451e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147515 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -16994520.000000 Penalty: 3874.292725
	Iteration 67Q: 3 clusters Score -1.699452e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147699 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -16994580.000000 Penalty: 3874.292725
	Iteration 68Q: 3 clusters Score -1.699458e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147850 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -16994626.000000 Penalty: 3874.292725
	Iteration 69Q: 3 clusters Score -1.699463e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147965 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -16994584.000000 Penalty: 3874.292725
	Iteration 70Q: 3 clusters Score -1.699458e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148059 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -16994560.000000 Penalty: 3874.292725
	Iteration 71Q: 3 clusters Score -1.699456e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148138 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -16994548.000000 Penalty: 3874.292725
	Iteration 72Q: 3 clusters Score -1.699455e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148210 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -16994562.000000 Penalty: 3874.292725
	Iteration 73Q: 3 clusters Score -1.699456e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148276 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -16994542.000000 Penalty: 3874.292725
	Iteration 74Q: 3 clusters Score -1.699454e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148339 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -16994554.000000 Penalty: 3874.292725
	Iteration 75Q: 3 clusters Score -1.699455e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148385 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -16994552.000000 Penalty: 3874.292725
	Iteration 76Q: 3 clusters Score -1.699455e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148423 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -16994552.000000 Penalty: 3874.292725
	Iteration 77Q: 3 clusters Score -1.699455e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148458 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -16994560.000000 Penalty: 3874.292725
	Iteration 78Q: 3 clusters Score -1.699456e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148493 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -16994562.000000 Penalty: 3874.292725
	Iteration 79Q: 3 clusters Score -1.699456e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148520 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -16994558.000000 Penalty: 3874.292725
	Iteration 80F: 3 clusters Score -1.699456e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148549 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -16994580.000000 Penalty: 3874.292725
	Iteration 81Q: 3 clusters Score -1.699458e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148583 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -16994582.000000 Penalty: 3874.292725
	Iteration 82Q: 3 clusters Score -1.699458e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148611 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -16994608.000000 Penalty: 3874.292725
	Iteration 83Q: 3 clusters Score -1.699461e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148638 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -16994596.000000 Penalty: 3874.292725
	Iteration 84Q: 3 clusters Score -1.69946e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148657 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -16994616.000000 Penalty: 3874.292725
	Iteration 85Q: 3 clusters Score -1.699462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148673 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -16994622.000000 Penalty: 3874.292725
	Iteration 86Q: 3 clusters Score -1.699462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148687 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -16994630.000000 Penalty: 3874.292725
	Iteration 87Q: 3 clusters Score -1.699463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148696 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -16994646.000000 Penalty: 3874.292725
	Iteration 88Q: 3 clusters Score -1.699465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148703 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -16994624.000000 Penalty: 3874.292725
	Iteration 89Q: 3 clusters Score -1.699462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148712 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -16994602.000000 Penalty: 3874.292725
	Iteration 90Q: 3 clusters Score -1.69946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148715 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -16994616.000000 Penalty: 3874.292725
	Iteration 91Q: 3 clusters Score -1.699462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148719 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -16994616.000000 Penalty: 3874.292725
	Iteration 92Q: 3 clusters Score -1.699462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148725 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -16994620.000000 Penalty: 3874.292725
	Iteration 93Q: 3 clusters Score -1.699462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148728 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -16994614.000000 Penalty: 3874.292725
	Iteration 94Q: 3 clusters Score -1.699461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148740 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -16994608.000000 Penalty: 3874.292725
	Iteration 95Q: 3 clusters Score -1.699461e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148744 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -16994614.000000 Penalty: 3874.292725
	Iteration 96Q: 3 clusters Score -1.699461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148748 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -16994608.000000 Penalty: 3874.292725
	Iteration 97Q: 3 clusters Score -1.699461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148750 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -16994614.000000 Penalty: 3874.292725
	Iteration 98Q: 3 clusters Score -1.699461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148753 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -16994618.000000 Penalty: 3874.292725
	Iteration 99Q: 3 clusters Score -1.699462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148761 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -16994612.000000 Penalty: 3874.292725
	Iteration 100F: 3 clusters Score -1.699461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148767 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -16994612.000000 Penalty: 3874.292725
	Iteration 101Q: 3 clusters Score -1.699461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148770 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -16994618.000000 Penalty: 3874.292725
	Iteration 102Q: 3 clusters Score -1.699462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148776 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -16994620.000000 Penalty: 3874.292725
	Iteration 103Q: 3 clusters Score -1.699462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148779 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -16994628.000000 Penalty: 3874.292725
	Iteration 104Q: 3 clusters Score -1.699463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148782 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -16994628.000000 Penalty: 3874.292725
	Iteration 105Q: 3 clusters Score -1.699463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148785 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -16994618.000000 Penalty: 3874.292725
	Iteration 106Q: 3 clusters Score -1.699462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148791 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -16994634.000000 Penalty: 3874.292725
	Iteration 107Q: 3 clusters Score -1.699463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148792 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -16994636.000000 Penalty: 3874.292725
	Iteration 108Q: 3 clusters Score -1.699464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148792 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -16994634.000000 Penalty: 3874.292725
	Iteration 109Q: 3 clusters Score -1.699463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148795 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -16994622.000000 Penalty: 3874.292725
	Iteration 110Q: 3 clusters Score -1.699462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148801 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -16994624.000000 Penalty: 3874.292725
	Iteration 111Q: 3 clusters Score -1.699462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148805 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -16994628.000000 Penalty: 3874.292725
	Iteration 112Q: 3 clusters Score -1.699463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148805 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -16994624.000000 Penalty: 3874.292725
	Iteration 113Q: 3 clusters Score -1.699462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148806 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -16994628.000000 Penalty: 3874.292725
	Iteration 114Q: 3 clusters Score -1.699463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148806 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -16994628.000000 Penalty: 3874.292725
	Iteration 115F: 3 clusters Score -1.699463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Entering Unmasked Estep 
Score: -2054726.750000 Penalty: 1590.051025
	Iteration 0F: 2 clusters Score -2054727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2042605.875000 Penalty: 3180.102051
	Iteration 0F: 3 clusters Score -2042606 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2046810.375000 Penalty: 3180.102051
	Iteration 1F: 3 clusters Score -2046810 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2047128.750000 Penalty: 3180.102051
	Iteration 2F: 3 clusters Score -2047129 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2047399.625000 Penalty: 3180.102051
	Iteration 3Q: 3 clusters Score -2047400 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2047646.625000 Penalty: 3180.102051
	Iteration 4Q: 3 clusters Score -2047647 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2047891.375000 Penalty: 3180.102051
	Iteration 5Q: 3 clusters Score -2047891 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2048164.125000 Penalty: 3180.102051
	Iteration 6Q: 3 clusters Score -2048164 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2048486.375000 Penalty: 3180.102051
	Iteration 7Q: 3 clusters Score -2048486 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2048929.750000 Penalty: 3180.102051
	Iteration 8Q: 3 clusters Score -2048930 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2049514.250000 Penalty: 3180.102051
	Iteration 9F: 3 clusters Score -2049514 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2050208.875000 Penalty: 3180.102051
	Iteration 10F: 3 clusters Score -2050209 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2050930.250000 Penalty: 3180.102051
	Iteration 11F: 3 clusters Score -2050930 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2051571.625000 Penalty: 3180.102051
	Iteration 12Q: 3 clusters Score -2051572 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2052107.750000 Penalty: 3180.102051
	Iteration 13Q: 3 clusters Score -2052108 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2052548.000000 Penalty: 3180.102051
	Iteration 14Q: 3 clusters Score -2052548 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2052854.375000 Penalty: 3180.102051
	Iteration 15Q: 3 clusters Score -2052854 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2053038.000000 Penalty: 3180.102051
	Iteration 16Q: 3 clusters Score -2053038 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2053144.375000 Penalty: 3180.102051
	Iteration 17Q: 3 clusters Score -2053144 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2053213.875000 Penalty: 3180.102051
	Iteration 18Q: 3 clusters Score -2053214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2053269.750000 Penalty: 3180.102051
	Iteration 19Q: 3 clusters Score -2053270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2053324.500000 Penalty: 3180.102051
	Iteration 20F: 3 clusters Score -2053324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2053364.750000 Penalty: 3180.102051
	Iteration 21Q: 3 clusters Score -2053365 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2053396.250000 Penalty: 3180.102051
	Iteration 22Q: 3 clusters Score -2053396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2053415.125000 Penalty: 3180.102051
	Iteration 23Q: 3 clusters Score -2053415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2053428.500000 Penalty: 3180.102051
	Iteration 24Q: 3 clusters Score -2053428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2053431.250000 Penalty: 3180.102051
	Iteration 25Q: 3 clusters Score -2053431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2053432.000000 Penalty: 3180.102051
	Iteration 26Q: 3 clusters Score -2053432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2053430.875000 Penalty: 3180.102051
	Iteration 27Q: 3 clusters Score -2053431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2053435.125000 Penalty: 3180.102051
	Iteration 28Q: 3 clusters Score -2053435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2053439.500000 Penalty: 3180.102051
	Iteration 29Q: 3 clusters Score -2053440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2053439.625000 Penalty: 3180.102051
	Iteration 30Q: 3 clusters Score -2053440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2053443.250000 Penalty: 3180.102051
	Iteration 31Q: 3 clusters Score -2053443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2053444.500000 Penalty: 3180.102051
	Iteration 32Q: 3 clusters Score -2053444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2053446.250000 Penalty: 3180.102051
	Iteration 33Q: 3 clusters Score -2053446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2053450.625000 Penalty: 3180.102051
	Iteration 34Q: 3 clusters Score -2053451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2053453.000000 Penalty: 3180.102051
	Iteration 35Q: 3 clusters Score -2053453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2053457.375000 Penalty: 3180.102051
	Iteration 36Q: 3 clusters Score -2053457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2053457.250000 Penalty: 3180.102051
	Iteration 37Q: 3 clusters Score -2053457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2053460.125000 Penalty: 3180.102051
	Iteration 38Q: 3 clusters Score -2053460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2053461.625000 Penalty: 3180.102051
	Iteration 39Q: 3 clusters Score -2053462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2053461.625000 Penalty: 3180.102051
	Iteration 40F: 3 clusters Score -2053462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2053461.750000 Penalty: 3180.102051
	Iteration 41Q: 3 clusters Score -2053462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2053463.500000 Penalty: 3180.102051
	Iteration 42Q: 3 clusters Score -2053464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2053466.250000 Penalty: 3180.102051
	Iteration 43Q: 3 clusters Score -2053466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2053464.625000 Penalty: 3180.102051
	Iteration 44Q: 3 clusters Score -2053465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2053465.125000 Penalty: 3180.102051
	Iteration 45Q: 3 clusters Score -2053465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2053466.125000 Penalty: 3180.102051
	Iteration 46Q: 3 clusters Score -2053466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2053466.125000 Penalty: 3180.102051
	Iteration 47F: 3 clusters Score -2053466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Entering Unmasked Estep 
Score: -474263.593750 Penalty: 1362.493530
	Iteration 0F: 2 clusters Score -474263.6 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 2195 members 
Entering Unmasked Estep 
Score: -470698.593750 Penalty: 2724.987061
	Iteration 0F: 3 clusters Score -470698.6 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -471955.218750 Penalty: 2724.987061
	Iteration 1F: 3 clusters Score -471955.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -472497.625000 Penalty: 2724.987061
	Iteration 2F: 3 clusters Score -472497.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -472899.812500 Penalty: 2724.987061
	Iteration 3F: 3 clusters Score -472899.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -473166.031250 Penalty: 2724.987061
	Iteration 4F: 3 clusters Score -473166 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -473368.375000 Penalty: 2724.987061
	Iteration 5F: 3 clusters Score -473368.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -473487.343750 Penalty: 2724.987061
	Iteration 6Q: 3 clusters Score -473487.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -473561.875000 Penalty: 2724.987061
	Iteration 7Q: 3 clusters Score -473561.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -473617.500000 Penalty: 2724.987061
	Iteration 8Q: 3 clusters Score -473617.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -473660.187500 Penalty: 2724.987061
	Iteration 9Q: 3 clusters Score -473660.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -473700.625000 Penalty: 2724.987061
	Iteration 10Q: 3 clusters Score -473700.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -473734.593750 Penalty: 2724.987061
	Iteration 11Q: 3 clusters Score -473734.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -473760.562500 Penalty: 2724.987061
	Iteration 12Q: 3 clusters Score -473760.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -473778.437500 Penalty: 2724.987061
	Iteration 13Q: 3 clusters Score -473778.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -473795.656250 Penalty: 2724.987061
	Iteration 14Q: 3 clusters Score -473795.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -473807.062500 Penalty: 2724.987061
	Iteration 15Q: 3 clusters Score -473807.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -473815.625000 Penalty: 2724.987061
	Iteration 16Q: 3 clusters Score -473815.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -473822.375000 Penalty: 2724.987061
	Iteration 17Q: 3 clusters Score -473822.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -473829.875000 Penalty: 2724.987061
	Iteration 18Q: 3 clusters Score -473829.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -473835.312500 Penalty: 2724.987061
	Iteration 19Q: 3 clusters Score -473835.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -473843.406250 Penalty: 2724.987061
	Iteration 20F: 3 clusters Score -473843.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -473847.312500 Penalty: 2724.987061
	Iteration 21Q: 3 clusters Score -473847.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -473848.468750 Penalty: 2724.987061
	Iteration 22Q: 3 clusters Score -473848.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -473849.593750 Penalty: 2724.987061
	Iteration 23Q: 3 clusters Score -473849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -473852.218750 Penalty: 2724.987061
	Iteration 24Q: 3 clusters Score -473852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -473856.531250 Penalty: 2724.987061
	Iteration 25Q: 3 clusters Score -473856.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -473859.000000 Penalty: 2724.987061
	Iteration 26Q: 3 clusters Score -473859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -473862.625000 Penalty: 2724.987061
	Iteration 27Q: 3 clusters Score -473862.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -473866.968750 Penalty: 2724.987061
	Iteration 28Q: 3 clusters Score -473867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -473870.875000 Penalty: 2724.987061
	Iteration 29Q: 3 clusters Score -473870.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -473875.093750 Penalty: 2724.987061
	Iteration 30Q: 3 clusters Score -473875.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -473880.062500 Penalty: 2724.987061
	Iteration 31Q: 3 clusters Score -473880.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -473884.750000 Penalty: 2724.987061
	Iteration 32Q: 3 clusters Score -473884.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -473889.000000 Penalty: 2724.987061
	Iteration 33Q: 3 clusters Score -473889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -473892.375000 Penalty: 2724.987061
	Iteration 34Q: 3 clusters Score -473892.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -473892.375000 Penalty: 2724.987061
	Iteration 35F: 3 clusters Score -473892.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Entering Unmasked Estep 
Score: -9434975.000000 Penalty: 1836.115967
	Iteration 0F: 2 clusters Score -9434975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -9380901.000000 Penalty: 3672.231934
	Iteration 0F: 3 clusters Score -9380901 nChanged 38538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -9403150.000000 Penalty: 3672.231934
	Iteration 1F: 3 clusters Score -9403150 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -9403456.000000 Penalty: 3672.231934
	Iteration 2Q: 3 clusters Score -9403456 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -9403724.000000 Penalty: 3672.231934
	Iteration 3Q: 3 clusters Score -9403724 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -9404067.000000 Penalty: 3672.231934
	Iteration 4Q: 3 clusters Score -9404067 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -9404562.000000 Penalty: 3672.231934
	Iteration 5Q: 3 clusters Score -9404562 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -9405340.000000 Penalty: 3672.231934
	Iteration 6Q: 3 clusters Score -9405340 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -9406780.000000 Penalty: 3672.231934
	Iteration 7Q: 3 clusters Score -9406780 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -9409378.000000 Penalty: 3672.231934
	Iteration 8F: 3 clusters Score -9409378 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -9414073.000000 Penalty: 3672.231934
	Iteration 9F: 3 clusters Score -9414073 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -9421061.000000 Penalty: 3672.231934
	Iteration 10F: 3 clusters Score -9421061 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75182 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -9427958.000000 Penalty: 3672.231934
	Iteration 11F: 3 clusters Score -9427958 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9431616.000000 Penalty: 3672.231934
	Iteration 12Q: 3 clusters Score -9431616 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80251 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9432813.000000 Penalty: 3672.231934
	Iteration 13Q: 3 clusters Score -9432813 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80560 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9433105.000000 Penalty: 3672.231934
	Iteration 14Q: 3 clusters Score -9433105 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9433216.000000 Penalty: 3672.231934
	Iteration 15Q: 3 clusters Score -9433216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9433267.000000 Penalty: 3672.231934
	Iteration 16Q: 3 clusters Score -9433267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9433284.000000 Penalty: 3672.231934
	Iteration 17Q: 3 clusters Score -9433284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9433283.000000 Penalty: 3672.231934
	Iteration 18Q: 3 clusters Score -9433283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9433287.000000 Penalty: 3672.231934
	Iteration 19Q: 3 clusters Score -9433287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9433298.000000 Penalty: 3672.231934
	Iteration 20F: 3 clusters Score -9433298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Entering Unmasked Estep 
Score: -433160.875000 Penalty: 1337.208740
	Iteration 0F: 2 clusters Score -433160.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -429990.500000 Penalty: 2674.417480
	Iteration 0F: 3 clusters Score -429990.5 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -430810.437500 Penalty: 2674.417480
	Iteration 1F: 3 clusters Score -430810.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -430969.062500 Penalty: 2674.417480
	Iteration 2F: 3 clusters Score -430969.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -431077.375000 Penalty: 2674.417480
	Iteration 3F: 3 clusters Score -431077.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -431155.562500 Penalty: 2674.417480
	Iteration 4Q: 3 clusters Score -431155.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -431227.906250 Penalty: 2674.417480
	Iteration 5Q: 3 clusters Score -431227.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -431287.093750 Penalty: 2674.417480
	Iteration 6Q: 3 clusters Score -431287.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -431354.281250 Penalty: 2674.417480
	Iteration 7Q: 3 clusters Score -431354.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -431404.062500 Penalty: 2674.417480
	Iteration 8Q: 3 clusters Score -431404.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -431450.656250 Penalty: 2674.417480
	Iteration 9Q: 3 clusters Score -431450.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -431500.843750 Penalty: 2674.417480
	Iteration 10Q: 3 clusters Score -431500.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -431560.718750 Penalty: 2674.417480
	Iteration 11Q: 3 clusters Score -431560.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -431617.125000 Penalty: 2674.417480
	Iteration 12Q: 3 clusters Score -431617.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -431658.437500 Penalty: 2674.417480
	Iteration 13Q: 3 clusters Score -431658.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -431703.500000 Penalty: 2674.417480
	Iteration 14Q: 3 clusters Score -431703.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -431749.937500 Penalty: 2674.417480
	Iteration 15Q: 3 clusters Score -431749.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -431776.718750 Penalty: 2674.417480
	Iteration 16Q: 3 clusters Score -431776.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -431808.593750 Penalty: 2674.417480
	Iteration 17Q: 3 clusters Score -431808.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -431834.406250 Penalty: 2674.417480
	Iteration 18Q: 3 clusters Score -431834.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -431856.437500 Penalty: 2674.417480
	Iteration 19Q: 3 clusters Score -431856.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -431880.312500 Penalty: 2674.417480
	Iteration 20F: 3 clusters Score -431880.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -431904.218750 Penalty: 2674.417480
	Iteration 21Q: 3 clusters Score -431904.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -431921.875000 Penalty: 2674.417480
	Iteration 22Q: 3 clusters Score -431921.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -431942.656250 Penalty: 2674.417480
	Iteration 23Q: 3 clusters Score -431942.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -431959.718750 Penalty: 2674.417480
	Iteration 24Q: 3 clusters Score -431959.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -431970.218750 Penalty: 2674.417480
	Iteration 25Q: 3 clusters Score -431970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -431973.156250 Penalty: 2674.417480
	Iteration 26Q: 3 clusters Score -431973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -431974.187500 Penalty: 2674.417480
	Iteration 27Q: 3 clusters Score -431974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -431974.187500 Penalty: 2674.417480
	Iteration 28F: 3 clusters Score -431974.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -240182.093750 Penalty: 1256.153442
	Iteration 0F: 2 clusters Score -240182.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -237922.718750 Penalty: 2512.306885
	Iteration 0F: 3 clusters Score -237922.7 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -238650.640625 Penalty: 2512.306885
	Iteration 1F: 3 clusters Score -238650.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -239285.453125 Penalty: 2512.306885
	Iteration 2F: 3 clusters Score -239285.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -240116.765625 Penalty: 2512.306885
	Iteration 3F: 3 clusters Score -240116.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -240676.234375 Penalty: 2512.306885
	Iteration 4F: 3 clusters Score -240676.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -240883.296875 Penalty: 2512.306885
	Iteration 5F: 3 clusters Score -240883.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -240934.250000 Penalty: 2512.306885
	Iteration 6Q: 3 clusters Score -240934.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -240962.625000 Penalty: 2512.306885
	Iteration 7Q: 3 clusters Score -240962.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -240969.484375 Penalty: 2512.306885
	Iteration 8Q: 3 clusters Score -240969.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -240975.437500 Penalty: 2512.306885
	Iteration 9Q: 3 clusters Score -240975.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -240977.640625 Penalty: 2512.306885
	Iteration 10Q: 3 clusters Score -240977.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -240978.859375 Penalty: 2512.306885
	Iteration 11Q: 3 clusters Score -240978.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -240978.875000 Penalty: 2512.306885
	Iteration 12Q: 3 clusters Score -240978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -240978.875000 Penalty: 2512.306885
	Iteration 13F: 3 clusters Score -240978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 14872 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139225 members 
Mstep: Class 6 contains 150377 members 
Mstep: Class 7 contains 17764 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 80755 members 
Mstep: Class 10 contains 3748 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 10545 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 46762 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86418 members 
Mstep: Class 19 contains 87075 members 
Mstep: Class 20 contains 39267 members 
Mstep: Class 21 contains 11115 members 
Mstep: Class 22 contains 71814 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65720 members 
Mstep: Class 26 contains 13357 members 
Mstep: Class 27 contains 21622 members 
Mstep: Class 28 contains 474 members 
Entering Unmasked Estep 
Score: -102110136.000000 Penalty: 62435.281250
Splitting cluster 11 changes total score from -102110624.000000 to -102110136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (10545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Entering Unmasked Estep 
Score: -1219907.500000 Penalty: 1505.303589
	Iteration 0F: 2 clusters Score -1219908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1212495.250000 Penalty: 3010.607178
	Iteration 0F: 3 clusters Score -1212495 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1214940.500000 Penalty: 3010.607178
	Iteration 1F: 3 clusters Score -1214940 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1215162.750000 Penalty: 3010.607178
	Iteration 2F: 3 clusters Score -1215163 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1215346.625000 Penalty: 3010.607178
	Iteration 3Q: 3 clusters Score -1215347 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1215548.875000 Penalty: 3010.607178
	Iteration 4Q: 3 clusters Score -1215549 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1215809.875000 Penalty: 3010.607178
	Iteration 5Q: 3 clusters Score -1215810 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1216150.000000 Penalty: 3010.607178
	Iteration 6F: 3 clusters Score -1216150 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1216546.875000 Penalty: 3010.607178
	Iteration 7F: 3 clusters Score -1216547 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1216991.125000 Penalty: 3010.607178
	Iteration 8F: 3 clusters Score -1216991 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1217373.875000 Penalty: 3010.607178
	Iteration 9Q: 3 clusters Score -1217374 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1217719.500000 Penalty: 3010.607178
	Iteration 10Q: 3 clusters Score -1217720 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1217966.625000 Penalty: 3010.607178
	Iteration 11Q: 3 clusters Score -1217967 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1218144.500000 Penalty: 3010.607178
	Iteration 12Q: 3 clusters Score -1218144 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1218274.375000 Penalty: 3010.607178
	Iteration 13Q: 3 clusters Score -1218274 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1218376.500000 Penalty: 3010.607178
	Iteration 14Q: 3 clusters Score -1218376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1218441.875000 Penalty: 3010.607178
	Iteration 15Q: 3 clusters Score -1218442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1218479.125000 Penalty: 3010.607178
	Iteration 16Q: 3 clusters Score -1218479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1218513.625000 Penalty: 3010.607178
	Iteration 17Q: 3 clusters Score -1218514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1218539.375000 Penalty: 3010.607178
	Iteration 18Q: 3 clusters Score -1218539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1218552.500000 Penalty: 3010.607178
	Iteration 19Q: 3 clusters Score -1218552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1218570.125000 Penalty: 3010.607178
	Iteration 20F: 3 clusters Score -1218570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1218579.875000 Penalty: 3010.607178
	Iteration 21Q: 3 clusters Score -1218580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1218584.000000 Penalty: 3010.607178
	Iteration 22Q: 3 clusters Score -1218584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1218589.875000 Penalty: 3010.607178
	Iteration 23Q: 3 clusters Score -1218590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1218594.625000 Penalty: 3010.607178
	Iteration 24Q: 3 clusters Score -1218595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1218596.875000 Penalty: 3010.607178
	Iteration 25Q: 3 clusters Score -1218597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1218595.625000 Penalty: 3010.607178
	Iteration 26Q: 3 clusters Score -1218596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1218595.625000 Penalty: 3010.607178
	Iteration 27F: 3 clusters Score -1218596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Entering Unmasked Estep 
Score: -676808.937500 Penalty: 1409.945435
	Iteration 0F: 2 clusters Score -676808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -672280.625000 Penalty: 2819.890869
	Iteration 0F: 3 clusters Score -672280.6 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -673586.437500 Penalty: 2819.890869
	Iteration 1F: 3 clusters Score -673586.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -673780.687500 Penalty: 2819.890869
	Iteration 2F: 3 clusters Score -673780.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -673905.500000 Penalty: 2819.890869
	Iteration 3Q: 3 clusters Score -673905.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -674000.750000 Penalty: 2819.890869
	Iteration 4Q: 3 clusters Score -674000.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -674066.750000 Penalty: 2819.890869
	Iteration 5Q: 3 clusters Score -674066.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -674111.750000 Penalty: 2819.890869
	Iteration 6Q: 3 clusters Score -674111.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -674148.750000 Penalty: 2819.890869
	Iteration 7Q: 3 clusters Score -674148.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -674185.437500 Penalty: 2819.890869
	Iteration 8Q: 3 clusters Score -674185.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -674223.750000 Penalty: 2819.890869
	Iteration 9Q: 3 clusters Score -674223.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -674264.750000 Penalty: 2819.890869
	Iteration 10Q: 3 clusters Score -674264.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -674297.875000 Penalty: 2819.890869
	Iteration 11Q: 3 clusters Score -674297.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -674332.750000 Penalty: 2819.890869
	Iteration 12Q: 3 clusters Score -674332.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -674362.187500 Penalty: 2819.890869
	Iteration 13Q: 3 clusters Score -674362.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -674392.250000 Penalty: 2819.890869
	Iteration 14Q: 3 clusters Score -674392.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -674430.062500 Penalty: 2819.890869
	Iteration 15Q: 3 clusters Score -674430.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -674461.312500 Penalty: 2819.890869
	Iteration 16Q: 3 clusters Score -674461.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -674489.000000 Penalty: 2819.890869
	Iteration 17Q: 3 clusters Score -674489 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -674519.875000 Penalty: 2819.890869
	Iteration 18Q: 3 clusters Score -674519.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -674559.000000 Penalty: 2819.890869
	Iteration 19Q: 3 clusters Score -674559 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -674592.312500 Penalty: 2819.890869
	Iteration 20F: 3 clusters Score -674592.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -674630.625000 Penalty: 2819.890869
	Iteration 21Q: 3 clusters Score -674630.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -674685.750000 Penalty: 2819.890869
	Iteration 22Q: 3 clusters Score -674685.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -674763.187500 Penalty: 2819.890869
	Iteration 23Q: 3 clusters Score -674763.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -674843.812500 Penalty: 2819.890869
	Iteration 24Q: 3 clusters Score -674843.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -674924.750000 Penalty: 2819.890869
	Iteration 25Q: 3 clusters Score -674924.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -674979.312500 Penalty: 2819.890869
	Iteration 26Q: 3 clusters Score -674979.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -675018.437500 Penalty: 2819.890869
	Iteration 27Q: 3 clusters Score -675018.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -675055.062500 Penalty: 2819.890869
	Iteration 28Q: 3 clusters Score -675055.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -675087.000000 Penalty: 2819.890869
	Iteration 29Q: 3 clusters Score -675087 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -675115.750000 Penalty: 2819.890869
	Iteration 30Q: 3 clusters Score -675115.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -675144.437500 Penalty: 2819.890869
	Iteration 31Q: 3 clusters Score -675144.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -675165.750000 Penalty: 2819.890869
	Iteration 32Q: 3 clusters Score -675165.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -675184.187500 Penalty: 2819.890869
	Iteration 33Q: 3 clusters Score -675184.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -675198.375000 Penalty: 2819.890869
	Iteration 34Q: 3 clusters Score -675198.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -675211.312500 Penalty: 2819.890869
	Iteration 35Q: 3 clusters Score -675211.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -675228.625000 Penalty: 2819.890869
	Iteration 36Q: 3 clusters Score -675228.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -675239.625000 Penalty: 2819.890869
	Iteration 37Q: 3 clusters Score -675239.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -675253.125000 Penalty: 2819.890869
	Iteration 38Q: 3 clusters Score -675253.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -675263.000000 Penalty: 2819.890869
	Iteration 39Q: 3 clusters Score -675263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -675279.250000 Penalty: 2819.890869
	Iteration 40F: 3 clusters Score -675279.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -675295.375000 Penalty: 2819.890869
	Iteration 41Q: 3 clusters Score -675295.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -675313.875000 Penalty: 2819.890869
	Iteration 42Q: 3 clusters Score -675313.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -675331.500000 Penalty: 2819.890869
	Iteration 43Q: 3 clusters Score -675331.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -675346.000000 Penalty: 2819.890869
	Iteration 44Q: 3 clusters Score -675346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -675357.500000 Penalty: 2819.890869
	Iteration 45Q: 3 clusters Score -675357.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -675364.312500 Penalty: 2819.890869
	Iteration 46Q: 3 clusters Score -675364.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -675372.312500 Penalty: 2819.890869
	Iteration 47Q: 3 clusters Score -675372.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -675380.375000 Penalty: 2819.890869
	Iteration 48Q: 3 clusters Score -675380.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -675390.125000 Penalty: 2819.890869
	Iteration 49Q: 3 clusters Score -675390.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -675399.375000 Penalty: 2819.890869
	Iteration 50Q: 3 clusters Score -675399.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -675406.625000 Penalty: 2819.890869
	Iteration 51Q: 3 clusters Score -675406.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -675414.812500 Penalty: 2819.890869
	Iteration 52Q: 3 clusters Score -675414.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -675424.250000 Penalty: 2819.890869
	Iteration 53Q: 3 clusters Score -675424.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -675432.187500 Penalty: 2819.890869
	Iteration 54Q: 3 clusters Score -675432.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -675436.500000 Penalty: 2819.890869
	Iteration 55Q: 3 clusters Score -675436.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -675442.750000 Penalty: 2819.890869
	Iteration 56Q: 3 clusters Score -675442.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -675445.375000 Penalty: 2819.890869
	Iteration 57Q: 3 clusters Score -675445.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -675449.562500 Penalty: 2819.890869
	Iteration 58Q: 3 clusters Score -675449.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -675452.000000 Penalty: 2819.890869
	Iteration 59Q: 3 clusters Score -675452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -675455.375000 Penalty: 2819.890869
	Iteration 60F: 3 clusters Score -675455.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -675458.625000 Penalty: 2819.890869
	Iteration 61Q: 3 clusters Score -675458.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -675461.937500 Penalty: 2819.890869
	Iteration 62Q: 3 clusters Score -675461.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -675466.562500 Penalty: 2819.890869
	Iteration 63Q: 3 clusters Score -675466.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -675468.500000 Penalty: 2819.890869
	Iteration 64Q: 3 clusters Score -675468.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -675471.250000 Penalty: 2819.890869
	Iteration 65Q: 3 clusters Score -675471.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -675471.687500 Penalty: 2819.890869
	Iteration 66Q: 3 clusters Score -675471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -675474.062500 Penalty: 2819.890869
	Iteration 67Q: 3 clusters Score -675474.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -675474.562500 Penalty: 2819.890869
	Iteration 68Q: 3 clusters Score -675474.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -675474.375000 Penalty: 2819.890869
	Iteration 69Q: 3 clusters Score -675474.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -675475.125000 Penalty: 2819.890869
	Iteration 70Q: 3 clusters Score -675475.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -675474.812500 Penalty: 2819.890869
	Iteration 71Q: 3 clusters Score -675474.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -675476.187500 Penalty: 2819.890869
	Iteration 72Q: 3 clusters Score -675476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -675476.687500 Penalty: 2819.890869
	Iteration 73Q: 3 clusters Score -675476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -675477.500000 Penalty: 2819.890869
	Iteration 74Q: 3 clusters Score -675477.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -675479.125000 Penalty: 2819.890869
	Iteration 75Q: 3 clusters Score -675479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -675478.312500 Penalty: 2819.890869
	Iteration 76Q: 3 clusters Score -675478.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -675479.375000 Penalty: 2819.890869
	Iteration 77Q: 3 clusters Score -675479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -675481.062500 Penalty: 2819.890869
	Iteration 78Q: 3 clusters Score -675481.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -675481.062500 Penalty: 2819.890869
	Iteration 79F: 3 clusters Score -675481.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Entering Unmasked Estep 
Score: -5363153.500000 Penalty: 1747.334229
	Iteration 0F: 2 clusters Score -5363154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -5331936.500000 Penalty: 3494.668457
	Iteration 0F: 3 clusters Score -5331936 nChanged 21936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -5344329.500000 Penalty: 3494.668457
	Iteration 1F: 3 clusters Score -5344330 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -5344811.500000 Penalty: 3494.668457
	Iteration 2Q: 3 clusters Score -5344812 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -5345369.500000 Penalty: 3494.668457
	Iteration 3Q: 3 clusters Score -5345370 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -5346115.000000 Penalty: 3494.668457
	Iteration 4Q: 3 clusters Score -5346115 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -5347165.000000 Penalty: 3494.668457
	Iteration 5F: 3 clusters Score -5347165 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -5348818.000000 Penalty: 3494.668457
	Iteration 6F: 3 clusters Score -5348818 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -5351423.500000 Penalty: 3494.668457
	Iteration 7F: 3 clusters Score -5351424 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -5354665.500000 Penalty: 3494.668457
	Iteration 8F: 3 clusters Score -5354666 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -5357756.000000 Penalty: 3494.668457
	Iteration 9F: 3 clusters Score -5357756 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5359772.500000 Penalty: 3494.668457
	Iteration 10Q: 3 clusters Score -5359772 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5360832.000000 Penalty: 3494.668457
	Iteration 11Q: 3 clusters Score -5360832 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5361287.500000 Penalty: 3494.668457
	Iteration 12Q: 3 clusters Score -5361288 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5361462.000000 Penalty: 3494.668457
	Iteration 13Q: 3 clusters Score -5361462 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5361557.500000 Penalty: 3494.668457
	Iteration 14Q: 3 clusters Score -5361558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5361601.500000 Penalty: 3494.668457
	Iteration 15Q: 3 clusters Score -5361602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5361621.500000 Penalty: 3494.668457
	Iteration 16Q: 3 clusters Score -5361622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5361639.500000 Penalty: 3494.668457
	Iteration 17Q: 3 clusters Score -5361640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5361648.000000 Penalty: 3494.668457
	Iteration 18Q: 3 clusters Score -5361648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5361651.000000 Penalty: 3494.668457
	Iteration 19Q: 3 clusters Score -5361651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5361651.000000 Penalty: 3494.668457
	Iteration 20F: 3 clusters Score -5361651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Entering Unmasked Estep 
Score: -460222.718750 Penalty: 1346.436890
	Iteration 0F: 2 clusters Score -460222.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -456919.531250 Penalty: 2692.873779
	Iteration 0F: 3 clusters Score -456919.5 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -457731.406250 Penalty: 2692.873779
	Iteration 1F: 3 clusters Score -457731.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -457892.156250 Penalty: 2692.873779
	Iteration 2F: 3 clusters Score -457892.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -458003.437500 Penalty: 2692.873779
	Iteration 3Q: 3 clusters Score -458003.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -458092.281250 Penalty: 2692.873779
	Iteration 4Q: 3 clusters Score -458092.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -458180.875000 Penalty: 2692.873779
	Iteration 5Q: 3 clusters Score -458180.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -458275.687500 Penalty: 2692.873779
	Iteration 6Q: 3 clusters Score -458275.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -458392.687500 Penalty: 2692.873779
	Iteration 7Q: 3 clusters Score -458392.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -458509.031250 Penalty: 2692.873779
	Iteration 8Q: 3 clusters Score -458509 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -458626.468750 Penalty: 2692.873779
	Iteration 9Q: 3 clusters Score -458626.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -458717.375000 Penalty: 2692.873779
	Iteration 10Q: 3 clusters Score -458717.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -458813.250000 Penalty: 2692.873779
	Iteration 11Q: 3 clusters Score -458813.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -458890.031250 Penalty: 2692.873779
	Iteration 12Q: 3 clusters Score -458890 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -458977.875000 Penalty: 2692.873779
	Iteration 13Q: 3 clusters Score -458977.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -459052.625000 Penalty: 2692.873779
	Iteration 14Q: 3 clusters Score -459052.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -459107.406250 Penalty: 2692.873779
	Iteration 15Q: 3 clusters Score -459107.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -459151.156250 Penalty: 2692.873779
	Iteration 16Q: 3 clusters Score -459151.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -459184.468750 Penalty: 2692.873779
	Iteration 17Q: 3 clusters Score -459184.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -459210.531250 Penalty: 2692.873779
	Iteration 18Q: 3 clusters Score -459210.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -459222.468750 Penalty: 2692.873779
	Iteration 19Q: 3 clusters Score -459222.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -459229.468750 Penalty: 2692.873779
	Iteration 20F: 3 clusters Score -459229.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -459232.000000 Penalty: 2692.873779
	Iteration 21Q: 3 clusters Score -459232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -459234.875000 Penalty: 2692.873779
	Iteration 22Q: 3 clusters Score -459234.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -459236.593750 Penalty: 2692.873779
	Iteration 23Q: 3 clusters Score -459236.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -459238.906250 Penalty: 2692.873779
	Iteration 24Q: 3 clusters Score -459238.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -459241.593750 Penalty: 2692.873779
	Iteration 25Q: 3 clusters Score -459241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -459244.781250 Penalty: 2692.873779
	Iteration 26Q: 3 clusters Score -459244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -459244.781250 Penalty: 2692.873779
	Iteration 27F: 3 clusters Score -459244.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -196055.546875 Penalty: 1216.483521
	Iteration 0F: 2 clusters Score -196055.5 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 871 members 
Entering Unmasked Estep 
Score: -194089.828125 Penalty: 2432.967041
	Iteration 0F: 3 clusters Score -194089.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -194506.656250 Penalty: 2432.967041
	Iteration 1F: 3 clusters Score -194506.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -194625.468750 Penalty: 2432.967041
	Iteration 2F: 3 clusters Score -194625.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -194708.296875 Penalty: 2432.967041
	Iteration 3F: 3 clusters Score -194708.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -194755.453125 Penalty: 2432.967041
	Iteration 4Q: 3 clusters Score -194755.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -194801.656250 Penalty: 2432.967041
	Iteration 5Q: 3 clusters Score -194801.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -194852.843750 Penalty: 2432.967041
	Iteration 6Q: 3 clusters Score -194852.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -194913.343750 Penalty: 2432.967041
	Iteration 7Q: 3 clusters Score -194913.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -194983.406250 Penalty: 2432.967041
	Iteration 8Q: 3 clusters Score -194983.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -195039.875000 Penalty: 2432.967041
	Iteration 9Q: 3 clusters Score -195039.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -195101.140625 Penalty: 2432.967041
	Iteration 10Q: 3 clusters Score -195101.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -195145.562500 Penalty: 2432.967041
	Iteration 11Q: 3 clusters Score -195145.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -195181.718750 Penalty: 2432.967041
	Iteration 12Q: 3 clusters Score -195181.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -195210.343750 Penalty: 2432.967041
	Iteration 13Q: 3 clusters Score -195210.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -195225.687500 Penalty: 2432.967041
	Iteration 14Q: 3 clusters Score -195225.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -195236.296875 Penalty: 2432.967041
	Iteration 15Q: 3 clusters Score -195236.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -195241.343750 Penalty: 2432.967041
	Iteration 16Q: 3 clusters Score -195241.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -195244.125000 Penalty: 2432.967041
	Iteration 17Q: 3 clusters Score -195244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -195244.953125 Penalty: 2432.967041
	Iteration 18Q: 3 clusters Score -195245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -195245.328125 Penalty: 2432.967041
	Iteration 19Q: 3 clusters Score -195245.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -195245.328125 Penalty: 2432.967041
	Iteration 20F: 3 clusters Score -195245.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -18610.283203 Penalty: 866.566833
	Iteration 0F: 2 clusters Score -18610.28 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 104 members 
Entering Unmasked Estep 
Score: -17924.517578 Penalty: 1733.133667
	Iteration 0F: 3 clusters Score -17924.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18014.339844 Penalty: 1733.133667
	Iteration 1F: 3 clusters Score -18014.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18081.195312 Penalty: 1733.133667
	Iteration 2F: 3 clusters Score -18081.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18101.925781 Penalty: 1733.133667
	Iteration 3Q: 3 clusters Score -18101.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18118.337891 Penalty: 1733.133667
	Iteration 4Q: 3 clusters Score -18118.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18121.394531 Penalty: 1733.133667
	Iteration 5Q: 3 clusters Score -18121.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18125.621094 Penalty: 1733.133667
	Iteration 6Q: 3 clusters Score -18125.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18127.777344 Penalty: 1733.133667
	Iteration 7Q: 3 clusters Score -18127.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18127.777344 Penalty: 1733.133667
	Iteration 8F: 3 clusters Score -18127.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (86418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86418 members 
Entering Unmasked Estep 
Score: -10079133.000000 Penalty: 1847.129517
	Iteration 0F: 2 clusters Score -1.007913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -10022356.000000 Penalty: 3694.259033
	Iteration 0F: 3 clusters Score -1.002236e+07 nChanged 41154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -10045604.000000 Penalty: 3694.259033
	Iteration 1F: 3 clusters Score -1.00456e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -10045918.000000 Penalty: 3694.259033
	Iteration 2Q: 3 clusters Score -1.004592e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -10046350.000000 Penalty: 3694.259033
	Iteration 3Q: 3 clusters Score -1.004635e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -10046769.000000 Penalty: 3694.259033
	Iteration 4Q: 3 clusters Score -1.004677e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -10047162.000000 Penalty: 3694.259033
	Iteration 5Q: 3 clusters Score -1.004716e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -10047763.000000 Penalty: 3694.259033
	Iteration 6Q: 3 clusters Score -1.004776e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -10048622.000000 Penalty: 3694.259033
	Iteration 7Q: 3 clusters Score -1.004862e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -10050281.000000 Penalty: 3694.259033
	Iteration 8Q: 3 clusters Score -1.005028e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -10052949.000000 Penalty: 3694.259033
	Iteration 9F: 3 clusters Score -1.005295e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -10057859.000000 Penalty: 3694.259033
	Iteration 10F: 3 clusters Score -1.005786e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -10064364.000000 Penalty: 3694.259033
	Iteration 11F: 3 clusters Score -1.006436e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -10070915.000000 Penalty: 3694.259033
	Iteration 12F: 3 clusters Score -1.007092e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -10074870.000000 Penalty: 3694.259033
	Iteration 13F: 3 clusters Score -1.007487e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 85412 members 
Entering Unmasked Estep 
Score: -10076696.000000 Penalty: 3694.259033
	Iteration 14Q: 3 clusters Score -1.00767e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 86029 members 
Entering Unmasked Estep 
Score: -10077210.000000 Penalty: 3694.259033
	Iteration 15Q: 3 clusters Score -1.007721e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -10077341.000000 Penalty: 3694.259033
	Iteration 16Q: 3 clusters Score -1.007734e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 86257 members 
Entering Unmasked Estep 
Score: -10077425.000000 Penalty: 3694.259033
	Iteration 17Q: 3 clusters Score -1.007742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -10077456.000000 Penalty: 3694.259033
	Iteration 18Q: 3 clusters Score -1.007746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -10077479.000000 Penalty: 3694.259033
	Iteration 19Q: 3 clusters Score -1.007748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
Score: -10077499.000000 Penalty: 3694.259033
	Iteration 20F: 3 clusters Score -1.00775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 86297 members 
Entering Unmasked Estep 
Score: -10077511.000000 Penalty: 3694.259033
	Iteration 21Q: 3 clusters Score -1.007751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -10077506.000000 Penalty: 3694.259033
	Iteration 22Q: 3 clusters Score -1.007751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -10077506.000000 Penalty: 3694.259033
	Iteration 23F: 3 clusters Score -1.007751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -10059940.000000 Penalty: 1848.360352
	Iteration 0F: 2 clusters Score -1.005994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -10002648.000000 Penalty: 3696.720703
	Iteration 0F: 3 clusters Score -1.000265e+07 nChanged 41609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -10026317.000000 Penalty: 3696.720703
	Iteration 1F: 3 clusters Score -1.002632e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -10026916.000000 Penalty: 3696.720703
	Iteration 2Q: 3 clusters Score -1.002692e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -10027678.000000 Penalty: 3696.720703
	Iteration 3Q: 3 clusters Score -1.002768e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -10028654.000000 Penalty: 3696.720703
	Iteration 4Q: 3 clusters Score -1.002865e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -10030130.000000 Penalty: 3696.720703
	Iteration 5Q: 3 clusters Score -1.003013e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -10032364.000000 Penalty: 3696.720703
	Iteration 6Q: 3 clusters Score -1.003236e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -10035865.000000 Penalty: 3696.720703
	Iteration 7F: 3 clusters Score -1.003586e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -10040808.000000 Penalty: 3696.720703
	Iteration 8F: 3 clusters Score -1.004081e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72292 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -10046065.000000 Penalty: 3696.720703
	Iteration 9F: 3 clusters Score -1.004606e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77160 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -10050500.000000 Penalty: 3696.720703
	Iteration 10F: 3 clusters Score -1.00505e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80693 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -10053483.000000 Penalty: 3696.720703
	Iteration 11Q: 3 clusters Score -1.005348e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -10055466.000000 Penalty: 3696.720703
	Iteration 12Q: 3 clusters Score -1.005547e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84683 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -10056619.000000 Penalty: 3696.720703
	Iteration 13Q: 3 clusters Score -1.005662e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -10057342.000000 Penalty: 3696.720703
	Iteration 14Q: 3 clusters Score -1.005734e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10057804.000000 Penalty: 3696.720703
	Iteration 15Q: 3 clusters Score -1.00578e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86543 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10058024.000000 Penalty: 3696.720703
	Iteration 16Q: 3 clusters Score -1.005802e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86666 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10058151.000000 Penalty: 3696.720703
	Iteration 17Q: 3 clusters Score -1.005815e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86740 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10058202.000000 Penalty: 3696.720703
	Iteration 18Q: 3 clusters Score -1.00582e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86775 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10058227.000000 Penalty: 3696.720703
	Iteration 19Q: 3 clusters Score -1.005823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86795 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10058243.000000 Penalty: 3696.720703
	Iteration 20F: 3 clusters Score -1.005824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10058249.000000 Penalty: 3696.720703
	Iteration 21Q: 3 clusters Score -1.005825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86820 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10058264.000000 Penalty: 3696.720703
	Iteration 22Q: 3 clusters Score -1.005826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86829 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10058272.000000 Penalty: 3696.720703
	Iteration 23Q: 3 clusters Score -1.005827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10058300.000000 Penalty: 3696.720703
	Iteration 24Q: 3 clusters Score -1.00583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86847 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10058300.000000 Penalty: 3696.720703
	Iteration 25Q: 3 clusters Score -1.00583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86851 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10058308.000000 Penalty: 3696.720703
	Iteration 26Q: 3 clusters Score -1.005831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86855 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10058305.000000 Penalty: 3696.720703
	Iteration 27Q: 3 clusters Score -1.00583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86856 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10058308.000000 Penalty: 3696.720703
	Iteration 28Q: 3 clusters Score -1.005831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86856 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10058308.000000 Penalty: 3696.720703
	Iteration 29F: 3 clusters Score -1.005831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Entering Unmasked Estep 
Score: -4352143.500000 Penalty: 1718.947632
	Iteration 0F: 2 clusters Score -4352144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -4325827.000000 Penalty: 3437.895264
	Iteration 0F: 3 clusters Score -4325827 nChanged 18172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -4336258.000000 Penalty: 3437.895264
	Iteration 1F: 3 clusters Score -4336258 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -4336870.000000 Penalty: 3437.895264
	Iteration 2Q: 3 clusters Score -4336870 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -4337679.500000 Penalty: 3437.895264
	Iteration 3Q: 3 clusters Score -4337680 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -4338860.500000 Penalty: 3437.895264
	Iteration 4F: 3 clusters Score -4338860 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -4340453.000000 Penalty: 3437.895264
	Iteration 5F: 3 clusters Score -4340453 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -4342514.000000 Penalty: 3437.895264
	Iteration 6F: 3 clusters Score -4342514 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -4344835.000000 Penalty: 3437.895264
	Iteration 7F: 3 clusters Score -4344835 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -4347136.000000 Penalty: 3437.895264
	Iteration 8F: 3 clusters Score -4347136 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -4348935.000000 Penalty: 3437.895264
	Iteration 9Q: 3 clusters Score -4348935 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -4350026.000000 Penalty: 3437.895264
	Iteration 10Q: 3 clusters Score -4350026 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -4350526.000000 Penalty: 3437.895264
	Iteration 11Q: 3 clusters Score -4350526 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -4350782.000000 Penalty: 3437.895264
	Iteration 12Q: 3 clusters Score -4350782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -4350931.500000 Penalty: 3437.895264
	Iteration 13Q: 3 clusters Score -4350932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -4350999.500000 Penalty: 3437.895264
	Iteration 14Q: 3 clusters Score -4351000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -4351059.500000 Penalty: 3437.895264
	Iteration 15Q: 3 clusters Score -4351060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -4351110.000000 Penalty: 3437.895264
	Iteration 16Q: 3 clusters Score -4351110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -4351133.500000 Penalty: 3437.895264
	Iteration 17Q: 3 clusters Score -4351134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -4351154.500000 Penalty: 3437.895264
	Iteration 18Q: 3 clusters Score -4351154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -4351165.000000 Penalty: 3437.895264
	Iteration 19Q: 3 clusters Score -4351165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -4351177.500000 Penalty: 3437.895264
	Iteration 20F: 3 clusters Score -4351178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -4351182.000000 Penalty: 3437.895264
	Iteration 21Q: 3 clusters Score -4351182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -4351192.000000 Penalty: 3437.895264
	Iteration 22Q: 3 clusters Score -4351192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -4351198.000000 Penalty: 3437.895264
	Iteration 23Q: 3 clusters Score -4351198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -4351198.000000 Penalty: 3437.895264
	Iteration 24F: 3 clusters Score -4351198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Entering Unmasked Estep 
Score: -1280844.500000 Penalty: 1513.858154
	Iteration 0F: 2 clusters Score -1280844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1272944.625000 Penalty: 3027.716309
	Iteration 0F: 3 clusters Score -1272945 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1275520.625000 Penalty: 3027.716309
	Iteration 1F: 3 clusters Score -1275521 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1275827.750000 Penalty: 3027.716309
	Iteration 2F: 3 clusters Score -1275828 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1276186.750000 Penalty: 3027.716309
	Iteration 3F: 3 clusters Score -1276187 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1276565.125000 Penalty: 3027.716309
	Iteration 4F: 3 clusters Score -1276565 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1276979.375000 Penalty: 3027.716309
	Iteration 5Q: 3 clusters Score -1276979 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1277432.875000 Penalty: 3027.716309
	Iteration 6Q: 3 clusters Score -1277433 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1277852.250000 Penalty: 3027.716309
	Iteration 7Q: 3 clusters Score -1277852 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1278258.500000 Penalty: 3027.716309
	Iteration 8Q: 3 clusters Score -1278258 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1278650.000000 Penalty: 3027.716309
	Iteration 9Q: 3 clusters Score -1278650 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1278985.750000 Penalty: 3027.716309
	Iteration 10Q: 3 clusters Score -1278986 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1279249.125000 Penalty: 3027.716309
	Iteration 11Q: 3 clusters Score -1279249 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1279471.625000 Penalty: 3027.716309
	Iteration 12Q: 3 clusters Score -1279472 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1279624.625000 Penalty: 3027.716309
	Iteration 13Q: 3 clusters Score -1279625 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1279716.375000 Penalty: 3027.716309
	Iteration 14Q: 3 clusters Score -1279716 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1279785.750000 Penalty: 3027.716309
	Iteration 15Q: 3 clusters Score -1279786 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1279844.125000 Penalty: 3027.716309
	Iteration 16Q: 3 clusters Score -1279844 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1279891.375000 Penalty: 3027.716309
	Iteration 17Q: 3 clusters Score -1279891 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1279921.125000 Penalty: 3027.716309
	Iteration 18Q: 3 clusters Score -1279921 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1279943.125000 Penalty: 3027.716309
	Iteration 19Q: 3 clusters Score -1279943 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1279961.750000 Penalty: 3027.716309
	Iteration 20F: 3 clusters Score -1279962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1279980.000000 Penalty: 3027.716309
	Iteration 21Q: 3 clusters Score -1279980 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1279999.875000 Penalty: 3027.716309
	Iteration 22Q: 3 clusters Score -1280000 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1280011.250000 Penalty: 3027.716309
	Iteration 23Q: 3 clusters Score -1280011 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1280027.125000 Penalty: 3027.716309
	Iteration 24Q: 3 clusters Score -1280027 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1280041.000000 Penalty: 3027.716309
	Iteration 25Q: 3 clusters Score -1280041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1280062.125000 Penalty: 3027.716309
	Iteration 26Q: 3 clusters Score -1280062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1280073.375000 Penalty: 3027.716309
	Iteration 27Q: 3 clusters Score -1280073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1280077.000000 Penalty: 3027.716309
	Iteration 28Q: 3 clusters Score -1280077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1280085.750000 Penalty: 3027.716309
	Iteration 29Q: 3 clusters Score -1280086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1280092.125000 Penalty: 3027.716309
	Iteration 30Q: 3 clusters Score -1280092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1280101.250000 Penalty: 3027.716309
	Iteration 31Q: 3 clusters Score -1280101 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1280110.250000 Penalty: 3027.716309
	Iteration 32Q: 3 clusters Score -1280110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1280129.625000 Penalty: 3027.716309
	Iteration 33Q: 3 clusters Score -1280130 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1280140.500000 Penalty: 3027.716309
	Iteration 34Q: 3 clusters Score -1280140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1280150.625000 Penalty: 3027.716309
	Iteration 35Q: 3 clusters Score -1280151 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1280160.500000 Penalty: 3027.716309
	Iteration 36Q: 3 clusters Score -1280160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1280167.250000 Penalty: 3027.716309
	Iteration 37Q: 3 clusters Score -1280167 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1280185.500000 Penalty: 3027.716309
	Iteration 38Q: 3 clusters Score -1280186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1280197.625000 Penalty: 3027.716309
	Iteration 39Q: 3 clusters Score -1280198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1280212.125000 Penalty: 3027.716309
	Iteration 40F: 3 clusters Score -1280212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1280232.375000 Penalty: 3027.716309
	Iteration 41Q: 3 clusters Score -1280232 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1280254.875000 Penalty: 3027.716309
	Iteration 42Q: 3 clusters Score -1280255 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1280266.875000 Penalty: 3027.716309
	Iteration 43Q: 3 clusters Score -1280267 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1280282.750000 Penalty: 3027.716309
	Iteration 44Q: 3 clusters Score -1280283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1280294.250000 Penalty: 3027.716309
	Iteration 45Q: 3 clusters Score -1280294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1280299.500000 Penalty: 3027.716309
	Iteration 46Q: 3 clusters Score -1280300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1280309.750000 Penalty: 3027.716309
	Iteration 47Q: 3 clusters Score -1280310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1280322.500000 Penalty: 3027.716309
	Iteration 48Q: 3 clusters Score -1280322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1280335.875000 Penalty: 3027.716309
	Iteration 49Q: 3 clusters Score -1280336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1280353.875000 Penalty: 3027.716309
	Iteration 50Q: 3 clusters Score -1280354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1280370.750000 Penalty: 3027.716309
	Iteration 51Q: 3 clusters Score -1280371 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1280384.500000 Penalty: 3027.716309
	Iteration 52Q: 3 clusters Score -1280384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1280394.875000 Penalty: 3027.716309
	Iteration 53Q: 3 clusters Score -1280395 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1280414.250000 Penalty: 3027.716309
	Iteration 54Q: 3 clusters Score -1280414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1280428.125000 Penalty: 3027.716309
	Iteration 55Q: 3 clusters Score -1280428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1280443.125000 Penalty: 3027.716309
	Iteration 56Q: 3 clusters Score -1280443 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1280447.625000 Penalty: 3027.716309
	Iteration 57Q: 3 clusters Score -1280448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1280451.750000 Penalty: 3027.716309
	Iteration 58Q: 3 clusters Score -1280452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1280457.000000 Penalty: 3027.716309
	Iteration 59Q: 3 clusters Score -1280457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1280465.625000 Penalty: 3027.716309
	Iteration 60F: 3 clusters Score -1280466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1280476.625000 Penalty: 3027.716309
	Iteration 61Q: 3 clusters Score -1280477 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1280484.500000 Penalty: 3027.716309
	Iteration 62Q: 3 clusters Score -1280484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1280490.250000 Penalty: 3027.716309
	Iteration 63Q: 3 clusters Score -1280490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1280499.625000 Penalty: 3027.716309
	Iteration 64Q: 3 clusters Score -1280500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1280500.125000 Penalty: 3027.716309
	Iteration 65Q: 3 clusters Score -1280500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1280506.375000 Penalty: 3027.716309
	Iteration 66Q: 3 clusters Score -1280506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1280517.125000 Penalty: 3027.716309
	Iteration 67Q: 3 clusters Score -1280517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1280524.250000 Penalty: 3027.716309
	Iteration 68Q: 3 clusters Score -1280524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1280528.375000 Penalty: 3027.716309
	Iteration 69Q: 3 clusters Score -1280528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1280532.625000 Penalty: 3027.716309
	Iteration 70Q: 3 clusters Score -1280533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1280542.250000 Penalty: 3027.716309
	Iteration 71Q: 3 clusters Score -1280542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1280539.750000 Penalty: 3027.716309
	Iteration 72Q: 3 clusters Score -1280540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1280544.500000 Penalty: 3027.716309
	Iteration 73Q: 3 clusters Score -1280544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1280545.875000 Penalty: 3027.716309
	Iteration 74Q: 3 clusters Score -1280546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1280544.375000 Penalty: 3027.716309
	Iteration 75Q: 3 clusters Score -1280544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1280546.000000 Penalty: 3027.716309
	Iteration 76Q: 3 clusters Score -1280546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1280548.000000 Penalty: 3027.716309
	Iteration 77Q: 3 clusters Score -1280548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1280548.250000 Penalty: 3027.716309
	Iteration 78Q: 3 clusters Score -1280548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1280547.500000 Penalty: 3027.716309
	Iteration 79Q: 3 clusters Score -1280548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1280548.750000 Penalty: 3027.716309
	Iteration 80F: 3 clusters Score -1280549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1280551.125000 Penalty: 3027.716309
	Iteration 81Q: 3 clusters Score -1280551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1280550.875000 Penalty: 3027.716309
	Iteration 82Q: 3 clusters Score -1280551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1280553.625000 Penalty: 3027.716309
	Iteration 83Q: 3 clusters Score -1280554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1280553.750000 Penalty: 3027.716309
	Iteration 84Q: 3 clusters Score -1280554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1280552.125000 Penalty: 3027.716309
	Iteration 85Q: 3 clusters Score -1280552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1280553.750000 Penalty: 3027.716309
	Iteration 86Q: 3 clusters Score -1280554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1280553.750000 Penalty: 3027.716309
	Iteration 87F: 3 clusters Score -1280554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (71814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71814 members 
Entering Unmasked Estep 
Score: -8379817.000000 Penalty: 1817.048218
	Iteration 0F: 2 clusters Score -8379817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -8331839.500000 Penalty: 3634.096436
	Iteration 0F: 3 clusters Score -8331840 nChanged 33999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -8351146.500000 Penalty: 3634.096436
	Iteration 1F: 3 clusters Score -8351146 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -8351570.500000 Penalty: 3634.096436
	Iteration 2Q: 3 clusters Score -8351570 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -8351887.500000 Penalty: 3634.096436
	Iteration 3Q: 3 clusters Score -8351888 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -8352263.000000 Penalty: 3634.096436
	Iteration 4Q: 3 clusters Score -8352263 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -8352585.000000 Penalty: 3634.096436
	Iteration 5Q: 3 clusters Score -8352585 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -8352946.500000 Penalty: 3634.096436
	Iteration 6Q: 3 clusters Score -8352946 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -8353267.500000 Penalty: 3634.096436
	Iteration 7Q: 3 clusters Score -8353268 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -8353636.500000 Penalty: 3634.096436
	Iteration 8Q: 3 clusters Score -8353636 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -8354020.500000 Penalty: 3634.096436
	Iteration 9Q: 3 clusters Score -8354020 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -8354510.000000 Penalty: 3634.096436
	Iteration 10Q: 3 clusters Score -8354510 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -8355275.500000 Penalty: 3634.096436
	Iteration 11Q: 3 clusters Score -8355276 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -8356449.500000 Penalty: 3634.096436
	Iteration 12Q: 3 clusters Score -8356450 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -8358523.500000 Penalty: 3634.096436
	Iteration 13Q: 3 clusters Score -8358524 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -8361278.000000 Penalty: 3634.096436
	Iteration 14F: 3 clusters Score -8361278 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -8363605.000000 Penalty: 3634.096436
	Iteration 15F: 3 clusters Score -8363605 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -8364642.500000 Penalty: 3634.096436
	Iteration 16Q: 3 clusters Score -8364642 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -8365009.000000 Penalty: 3634.096436
	Iteration 17Q: 3 clusters Score -8365009 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -8365140.500000 Penalty: 3634.096436
	Iteration 18Q: 3 clusters Score -8365140 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -8365215.000000 Penalty: 3634.096436
	Iteration 19Q: 3 clusters Score -8365215 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -8365297.500000 Penalty: 3634.096436
	Iteration 20F: 3 clusters Score -8365298 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -8365406.500000 Penalty: 3634.096436
	Iteration 21Q: 3 clusters Score -8365406 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -8365514.000000 Penalty: 3634.096436
	Iteration 22Q: 3 clusters Score -8365514 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -8365616.000000 Penalty: 3634.096436
	Iteration 23Q: 3 clusters Score -8365616 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -8365706.500000 Penalty: 3634.096436
	Iteration 24Q: 3 clusters Score -8365706 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -8365830.500000 Penalty: 3634.096436
	Iteration 25Q: 3 clusters Score -8365830 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -8365983.000000 Penalty: 3634.096436
	Iteration 26Q: 3 clusters Score -8365983 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -8366164.500000 Penalty: 3634.096436
	Iteration 27Q: 3 clusters Score -8366164 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -8366383.500000 Penalty: 3634.096436
	Iteration 28Q: 3 clusters Score -8366384 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -8366653.000000 Penalty: 3634.096436
	Iteration 29Q: 3 clusters Score -8366653 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -8366901.500000 Penalty: 3634.096436
	Iteration 30Q: 3 clusters Score -8366902 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -8367309.500000 Penalty: 3634.096436
	Iteration 31Q: 3 clusters Score -8367310 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -8367681.500000 Penalty: 3634.096436
	Iteration 32Q: 3 clusters Score -8367682 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -8368100.500000 Penalty: 3634.096436
	Iteration 33Q: 3 clusters Score -8368100 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -8368596.000000 Penalty: 3634.096436
	Iteration 34Q: 3 clusters Score -8368596 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -8369182.000000 Penalty: 3634.096436
	Iteration 35Q: 3 clusters Score -8369182 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -8369852.500000 Penalty: 3634.096436
	Iteration 36Q: 3 clusters Score -8369852 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 60640 members 
Entering Unmasked Estep 
Score: -8370605.000000 Penalty: 3634.096436
	Iteration 37Q: 3 clusters Score -8370605 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -8371437.500000 Penalty: 3634.096436
	Iteration 38Q: 3 clusters Score -8371438 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -8372220.500000 Penalty: 3634.096436
	Iteration 39Q: 3 clusters Score -8372220 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -8373131.000000 Penalty: 3634.096436
	Iteration 40F: 3 clusters Score -8373131 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -8374090.000000 Penalty: 3634.096436
	Iteration 41Q: 3 clusters Score -8374090 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 67961 members 
Entering Unmasked Estep 
Score: -8375063.000000 Penalty: 3634.096436
	Iteration 42Q: 3 clusters Score -8375063 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 69029 members 
Entering Unmasked Estep 
Score: -8375905.000000 Penalty: 3634.096436
	Iteration 43Q: 3 clusters Score -8375905 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -8376621.500000 Penalty: 3634.096436
	Iteration 44Q: 3 clusters Score -8376622 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -8377193.500000 Penalty: 3634.096436
	Iteration 45Q: 3 clusters Score -8377194 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -8377607.000000 Penalty: 3634.096436
	Iteration 46Q: 3 clusters Score -8377607 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -8377836.500000 Penalty: 3634.096436
	Iteration 47Q: 3 clusters Score -8377836 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -8377966.000000 Penalty: 3634.096436
	Iteration 48Q: 3 clusters Score -8377966 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -8378033.000000 Penalty: 3634.096436
	Iteration 49Q: 3 clusters Score -8378033 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -8378078.500000 Penalty: 3634.096436
	Iteration 50Q: 3 clusters Score -8378078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 71601 members 
Entering Unmasked Estep 
Score: -8378122.500000 Penalty: 3634.096436
	Iteration 51Q: 3 clusters Score -8378122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -8378146.500000 Penalty: 3634.096436
	Iteration 52Q: 3 clusters Score -8378146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 71615 members 
Entering Unmasked Estep 
Score: -8378156.000000 Penalty: 3634.096436
	Iteration 53Q: 3 clusters Score -8378156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 71618 members 
Entering Unmasked Estep 
Score: -8378157.500000 Penalty: 3634.096436
	Iteration 54Q: 3 clusters Score -8378158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 71620 members 
Entering Unmasked Estep 
Score: -8378164.500000 Penalty: 3634.096436
	Iteration 55Q: 3 clusters Score -8378164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -8378163.000000 Penalty: 3634.096436
	Iteration 56Q: 3 clusters Score -8378163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -8378166.500000 Penalty: 3634.096436
	Iteration 57Q: 3 clusters Score -8378166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 71627 members 
Entering Unmasked Estep 
Score: -8378169.000000 Penalty: 3634.096436
	Iteration 58Q: 3 clusters Score -8378169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -8378172.500000 Penalty: 3634.096436
	Iteration 59Q: 3 clusters Score -8378172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 71635 members 
Entering Unmasked Estep 
Score: -8378184.500000 Penalty: 3634.096436
	Iteration 60F: 3 clusters Score -8378184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -8378193.500000 Penalty: 3634.096436
	Iteration 61Q: 3 clusters Score -8378194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -8378197.500000 Penalty: 3634.096436
	Iteration 62Q: 3 clusters Score -8378198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -8378197.500000 Penalty: 3634.096436
	Iteration 63F: 3 clusters Score -8378198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Entering Unmasked Estep 
Score: -383248.093750 Penalty: 1320.126343
	Iteration 0F: 2 clusters Score -383248.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -380304.437500 Penalty: 2640.252686
	Iteration 0F: 3 clusters Score -380304.4 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -381000.312500 Penalty: 2640.252686
	Iteration 1F: 3 clusters Score -381000.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -381207.281250 Penalty: 2640.252686
	Iteration 2F: 3 clusters Score -381207.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -381331.906250 Penalty: 2640.252686
	Iteration 3F: 3 clusters Score -381331.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -381425.843750 Penalty: 2640.252686
	Iteration 4Q: 3 clusters Score -381425.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -381514.187500 Penalty: 2640.252686
	Iteration 5Q: 3 clusters Score -381514.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -381587.781250 Penalty: 2640.252686
	Iteration 6Q: 3 clusters Score -381587.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -381652.718750 Penalty: 2640.252686
	Iteration 7Q: 3 clusters Score -381652.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -381720.218750 Penalty: 2640.252686
	Iteration 8Q: 3 clusters Score -381720.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -381774.312500 Penalty: 2640.252686
	Iteration 9Q: 3 clusters Score -381774.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -381806.562500 Penalty: 2640.252686
	Iteration 10Q: 3 clusters Score -381806.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -381839.375000 Penalty: 2640.252686
	Iteration 11Q: 3 clusters Score -381839.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -381862.625000 Penalty: 2640.252686
	Iteration 12Q: 3 clusters Score -381862.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -381877.375000 Penalty: 2640.252686
	Iteration 13Q: 3 clusters Score -381877.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -381884.125000 Penalty: 2640.252686
	Iteration 14Q: 3 clusters Score -381884.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -381891.312500 Penalty: 2640.252686
	Iteration 15Q: 3 clusters Score -381891.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -381898.625000 Penalty: 2640.252686
	Iteration 16Q: 3 clusters Score -381898.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -381905.156250 Penalty: 2640.252686
	Iteration 17Q: 3 clusters Score -381905.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -381910.312500 Penalty: 2640.252686
	Iteration 18Q: 3 clusters Score -381910.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -381915.687500 Penalty: 2640.252686
	Iteration 19Q: 3 clusters Score -381915.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -381922.343750 Penalty: 2640.252686
	Iteration 20F: 3 clusters Score -381922.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -381928.000000 Penalty: 2640.252686
	Iteration 21Q: 3 clusters Score -381928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -381933.812500 Penalty: 2640.252686
	Iteration 22Q: 3 clusters Score -381933.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -381943.906250 Penalty: 2640.252686
	Iteration 23Q: 3 clusters Score -381943.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -381952.687500 Penalty: 2640.252686
	Iteration 24Q: 3 clusters Score -381952.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -381960.500000 Penalty: 2640.252686
	Iteration 25Q: 3 clusters Score -381960.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -381966.343750 Penalty: 2640.252686
	Iteration 26Q: 3 clusters Score -381966.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -381971.812500 Penalty: 2640.252686
	Iteration 27Q: 3 clusters Score -381971.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -381978.218750 Penalty: 2640.252686
	Iteration 28Q: 3 clusters Score -381978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -381981.406250 Penalty: 2640.252686
	Iteration 29Q: 3 clusters Score -381981.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -381985.281250 Penalty: 2640.252686
	Iteration 30Q: 3 clusters Score -381985.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -381992.656250 Penalty: 2640.252686
	Iteration 31Q: 3 clusters Score -381992.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -382003.406250 Penalty: 2640.252686
	Iteration 32Q: 3 clusters Score -382003.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -382012.593750 Penalty: 2640.252686
	Iteration 33Q: 3 clusters Score -382012.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -382021.218750 Penalty: 2640.252686
	Iteration 34Q: 3 clusters Score -382021.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -382035.093750 Penalty: 2640.252686
	Iteration 35Q: 3 clusters Score -382035.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -382042.062500 Penalty: 2640.252686
	Iteration 36Q: 3 clusters Score -382042.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -382050.531250 Penalty: 2640.252686
	Iteration 37Q: 3 clusters Score -382050.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -382058.281250 Penalty: 2640.252686
	Iteration 38Q: 3 clusters Score -382058.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -382064.312500 Penalty: 2640.252686
	Iteration 39Q: 3 clusters Score -382064.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -382068.906250 Penalty: 2640.252686
	Iteration 40F: 3 clusters Score -382068.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -382074.375000 Penalty: 2640.252686
	Iteration 41Q: 3 clusters Score -382074.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -382079.968750 Penalty: 2640.252686
	Iteration 42Q: 3 clusters Score -382080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -382083.593750 Penalty: 2640.252686
	Iteration 43Q: 3 clusters Score -382083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -382087.625000 Penalty: 2640.252686
	Iteration 44Q: 3 clusters Score -382087.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -382092.281250 Penalty: 2640.252686
	Iteration 45Q: 3 clusters Score -382092.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -382093.937500 Penalty: 2640.252686
	Iteration 46Q: 3 clusters Score -382093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -382097.812500 Penalty: 2640.252686
	Iteration 47Q: 3 clusters Score -382097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -382104.093750 Penalty: 2640.252686
	Iteration 48Q: 3 clusters Score -382104.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -382109.093750 Penalty: 2640.252686
	Iteration 49Q: 3 clusters Score -382109.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -382113.031250 Penalty: 2640.252686
	Iteration 50Q: 3 clusters Score -382113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -382122.593750 Penalty: 2640.252686
	Iteration 51Q: 3 clusters Score -382122.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -382125.562500 Penalty: 2640.252686
	Iteration 52Q: 3 clusters Score -382125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -382129.250000 Penalty: 2640.252686
	Iteration 53Q: 3 clusters Score -382129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -382130.531250 Penalty: 2640.252686
	Iteration 54Q: 3 clusters Score -382130.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -382131.375000 Penalty: 2640.252686
	Iteration 55Q: 3 clusters Score -382131.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -382131.781250 Penalty: 2640.252686
	Iteration 56Q: 3 clusters Score -382131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -382131.781250 Penalty: 2640.252686
	Iteration 57F: 3 clusters Score -382131.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -101731.726562 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -101731.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100308.734375 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -100308.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100561.429688 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -100561.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100640.039062 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -100640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -100691.117188 Penalty: 2237.458252
	Iteration 3Q: 3 clusters Score -100691.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -100717.679688 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -100717.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -100738.289062 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -100738.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -100749.601562 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -100749.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -100758.687500 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -100758.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -100763.476562 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -100763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -100766.953125 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -100767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100768.539062 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -100768.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100768.539062 Penalty: 2237.458252
	Iteration 11F: 3 clusters Score -100768.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (65720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Entering Unmasked Estep 
Score: -7622235.500000 Penalty: 1802.638306
	Iteration 0F: 2 clusters Score -7622236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -7578300.000000 Penalty: 3605.276611
	Iteration 0F: 3 clusters Score -7578300 nChanged 31110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -7595980.000000 Penalty: 3605.276611
	Iteration 1F: 3 clusters Score -7595980 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -7596295.000000 Penalty: 3605.276611
	Iteration 2Q: 3 clusters Score -7596295 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -7596634.000000 Penalty: 3605.276611
	Iteration 3Q: 3 clusters Score -7596634 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -7596966.000000 Penalty: 3605.276611
	Iteration 4Q: 3 clusters Score -7596966 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -7597388.500000 Penalty: 3605.276611
	Iteration 5Q: 3 clusters Score -7597388 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -7597857.000000 Penalty: 3605.276611
	Iteration 6Q: 3 clusters Score -7597857 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -7598536.000000 Penalty: 3605.276611
	Iteration 7Q: 3 clusters Score -7598536 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -7599584.000000 Penalty: 3605.276611
	Iteration 8Q: 3 clusters Score -7599584 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -7601198.500000 Penalty: 3605.276611
	Iteration 9Q: 3 clusters Score -7601198 nChanged 3611
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -7603802.500000 Penalty: 3605.276611
	Iteration 10F: 3 clusters Score -7603802 nChanged 4060
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -7607069 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -7609512.500000 Penalty: 3605.276611
	Iteration 12F: 3 clusters Score -7609512 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7610658 nChanged 1653
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7611290 nChanged 1406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -7611934.500000 Penalty: 3605.276611
	Iteration 15Q: 3 clusters Score -7611934 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -7612606.500000 Penalty: 3605.276611
	Iteration 16Q: 3 clusters Score -7612606 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7613520 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7614778 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -7616321.500000 Penalty: 3605.276611
	Iteration 19Q: 3 clusters Score -7616322 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -7617903.000000 Penalty: 3605.276611
	Iteration 20F: 3 clusters Score -7617903 nChanged 1751
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -7619408.500000 Penalty: 3605.276611
	Iteration 21Q: 3 clusters Score -7619408 nChanged 1535
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7620454 nChanged 1184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -7621057.500000 Penalty: 3605.276611
	Iteration 23Q: 3 clusters Score -7621058 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -7621337.000000 Penalty: 3605.276611
	Iteration 24Q: 3 clusters Score -7621337 nChanged 645
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7621526 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -7621603.500000 Penalty: 3605.276611
	Iteration 26Q: 3 clusters Score -7621604 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7621648 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -7621646.500000 Penalty: 3605.276611
	Iteration 28Q: 3 clusters Score -7621646 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7621662 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7621683 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -7621698.500000 Penalty: 3605.276611
	Iteration 31Q: 3 clusters Score -7621698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -7621705.000000 Penalty: 3605.276611
	Iteration 32Q: 3 clusters Score -7621705 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7621698 nChanged 64
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Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7621705 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7621700 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -7621681.500000 Penalty: 3605.276611
	Iteration 36Q: 3 clusters Score -7621682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -7621689.500000 Penalty: 3605.276611
	Iteration 37Q: 3 clusters Score -7621690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7621700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -7621701.500000 Penalty: 3605.276611
	Iteration 39Q: 3 clusters Score -7621702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -7621724.500000 Penalty: 3605.276611
	Iteration 40F: 3 clusters Score -7621724 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -7621714.500000 Penalty: 3605.276611
	Iteration 41Q: 3 clusters Score -7621714 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -7621717.500000 Penalty: 3605.276611
	Iteration 42Q: 3 clusters Score -7621718 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -7621730.500000 Penalty: 3605.276611
	Iteration 43Q: 3 clusters Score -7621730 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7621737 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -7621741.000000 Penalty: 3605.276611
	Iteration 45Q: 3 clusters Score -7621741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -7621731.500000 Penalty: 3605.276611
	Iteration 46Q: 3 clusters Score -7621732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -7621721.500000 Penalty: 3605.276611
	Iteration 47Q: 3 clusters Score -7621722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7621714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -7621729.500000 Penalty: 3605.276611
	Iteration 49Q: 3 clusters Score -7621730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -7621732.000000 Penalty: 3605.276611
	Iteration 50Q: 3 clusters Score -7621732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7621732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -7621739.500000 Penalty: 3605.276611
	Iteration 52Q: 3 clusters Score -7621740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -7621748.500000 Penalty: 3605.276611
	Iteration 53Q: 3 clusters Score -7621748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -7621746.000000 Penalty: 3605.276611
	Iteration 54Q: 3 clusters Score -7621746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -7621757.000000 Penalty: 3605.276611
	Iteration 55Q: 3 clusters Score -7621757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -7621753.000000 Penalty: 3605.276611
	Iteration 56Q: 3 clusters Score -7621753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -7621766.500000 Penalty: 3605.276611
	Iteration 57Q: 3 clusters Score -7621766 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -7621762.000000 Penalty: 3605.276611
	Iteration 58Q: 3 clusters Score -7621762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -7621768.500000 Penalty: 3605.276611
	Iteration 59Q: 3 clusters Score -7621768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -7621775.000000 Penalty: 3605.276611
	Iteration 60F: 3 clusters Score -7621775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -7621774.500000 Penalty: 3605.276611
	Iteration 61Q: 3 clusters Score -7621774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -7621760.500000 Penalty: 3605.276611
	Iteration 62Q: 3 clusters Score -7621760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7621760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -7621764.000000 Penalty: 3605.276611
	Iteration 64Q: 3 clusters Score -7621764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -7621779.500000 Penalty: 3605.276611
	Iteration 65Q: 3 clusters Score -7621780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -7621765.000000 Penalty: 3605.276611
	Iteration 66Q: 3 clusters Score -7621765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -7621766.500000 Penalty: 3605.276611
	Iteration 67Q: 3 clusters Score -7621766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -7621763.500000 Penalty: 3605.276611
	Iteration 68Q: 3 clusters Score -7621764 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -7621773.000000 Penalty: 3605.276611
	Iteration 69Q: 3 clusters Score -7621773 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7621760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -7621760.500000 Penalty: 3605.276611
	Iteration 71Q: 3 clusters Score -7621760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -7621758.000000 Penalty: 3605.276611
	Iteration 72Q: 3 clusters Score -7621758 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -7621766.000000 Penalty: 3605.276611
	Iteration 73Q: 3 clusters Score -7621766 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -7621756.000000 Penalty: 3605.276611
	Iteration 74Q: 3 clusters Score -7621756 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -7621768.500000 Penalty: 3605.276611
	Iteration 75Q: 3 clusters Score -7621768 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -7621758.500000 Penalty: 3605.276611
	Iteration 76Q: 3 clusters Score -7621758 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7621765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -7621767.000000 Penalty: 3605.276611
	Iteration 78Q: 3 clusters Score -7621767 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -7621780.000000 Penalty: 3605.276611
	Iteration 79Q: 3 clusters Score -7621780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -7621780.500000 Penalty: 3605.276611
	Iteration 80F: 3 clusters Score -7621780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -7621779.500000 Penalty: 3605.276611
	Iteration 81Q: 3 clusters Score -7621780 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -7621777.000000 Penalty: 3605.276611
	Iteration 82Q: 3 clusters Score -7621777 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -7621787.000000 Penalty: 3605.276611
	Iteration 83Q: 3 clusters Score -7621787 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7621777 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45320 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7621777 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7621787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -7621785.000000 Penalty: 3605.276611
	Iteration 87Q: 3 clusters Score -7621785 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7621786 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -7621783.000000 Penalty: 3605.276611
	Iteration 89Q: 3 clusters Score -7621783 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -7621788.000000 Penalty: 3605.276611
	Iteration 90Q: 3 clusters Score -7621788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -7621795.500000 Penalty: 3605.276611
	Iteration 91Q: 3 clusters Score -7621796 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7621796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7621786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -7621790.000000 Penalty: 3605.276611
	Iteration 94Q: 3 clusters Score -7621790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -7621780.500000 Penalty: 3605.276611
	Iteration 95Q: 3 clusters Score -7621780 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7621772.000000 Penalty: 3605.276611
	Iteration 96Q: 3 clusters Score -7621772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -7621765.000000 Penalty: 3605.276611
	Iteration 97Q: 3 clusters Score -7621765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -7621764.500000 Penalty: 3605.276611
	Iteration 98Q: 3 clusters Score -7621764 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -7621751.000000 Penalty: 3605.276611
	Iteration 99Q: 3 clusters Score -7621751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -7621757.000000 Penalty: 3605.276611
	Iteration 100F: 3 clusters Score -7621757 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -7621759.500000 Penalty: 3605.276611
	Iteration 101Q: 3 clusters Score -7621760 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44889 members 
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Entering Unmasked Estep 
Score: -7621762.500000 Penalty: 3605.276611
	Iteration 102Q: 3 clusters Score -7621762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -7621761.500000 Penalty: 3605.276611
	Iteration 103Q: 3 clusters Score -7621762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -7621762.500000 Penalty: 3605.276611
	Iteration 104Q: 3 clusters Score -7621762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -7621763.500000 Penalty: 3605.276611
	Iteration 105Q: 3 clusters Score -7621764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -7621759.500000 Penalty: 3605.276611
	Iteration 106Q: 3 clusters Score -7621760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -7621766.000000 Penalty: 3605.276611
	Iteration 107Q: 3 clusters Score -7621766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -7621769.500000 Penalty: 3605.276611
	Iteration 108Q: 3 clusters Score -7621770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -7621771.500000 Penalty: 3605.276611
	Iteration 109Q: 3 clusters Score -7621772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -7621776.000000 Penalty: 3605.276611
	Iteration 110Q: 3 clusters Score -7621776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -7621777.000000 Penalty: 3605.276611
	Iteration 111Q: 3 clusters Score -7621777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -7621767.000000 Penalty: 3605.276611
	Iteration 112Q: 3 clusters Score -7621767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -7621775.500000 Penalty: 3605.276611
	Iteration 113Q: 3 clusters Score -7621776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -7621774.000000 Penalty: 3605.276611
	Iteration 114Q: 3 clusters Score -7621774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -7621761.000000 Penalty: 3605.276611
	Iteration 115Q: 3 clusters Score -7621761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -7621767.000000 Penalty: 3605.276611
	Iteration 116Q: 3 clusters Score -7621767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -7621758.000000 Penalty: 3605.276611
	Iteration 117Q: 3 clusters Score -7621758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -7621763.000000 Penalty: 3605.276611
	Iteration 118Q: 3 clusters Score -7621763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -7621762.500000 Penalty: 3605.276611
	Iteration 119Q: 3 clusters Score -7621762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -7621769.000000 Penalty: 3605.276611
	Iteration 120F: 3 clusters Score -7621769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -7621766.500000 Penalty: 3605.276611
	Iteration 121Q: 3 clusters Score -7621766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -7621767.500000 Penalty: 3605.276611
	Iteration 122Q: 3 clusters Score -7621768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -7621772.000000 Penalty: 3605.276611
	Iteration 123Q: 3 clusters Score -7621772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -7621765.500000 Penalty: 3605.276611
	Iteration 124Q: 3 clusters Score -7621766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -7621764.500000 Penalty: 3605.276611
	Iteration 125Q: 3 clusters Score -7621764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -7621769.500000 Penalty: 3605.276611
	Iteration 126Q: 3 clusters Score -7621770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -7621777.000000 Penalty: 3605.276611
	Iteration 127Q: 3 clusters Score -7621777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -7621786.500000 Penalty: 3605.276611
	Iteration 128Q: 3 clusters Score -7621786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -7621783.500000 Penalty: 3605.276611
	Iteration 129Q: 3 clusters Score -7621784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -7621783.500000 Penalty: 3605.276611
	Iteration 130F: 3 clusters Score -7621784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Entering Unmasked Estep 
Score: -1561045.875000 Penalty: 1543.716797
	Iteration 0F: 2 clusters Score -1561046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1551692.625000 Penalty: 3087.433594
	Iteration 0F: 3 clusters Score -1551693 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1554779.500000 Penalty: 3087.433594
	Iteration 1F: 3 clusters Score -1554780 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1555048.875000 Penalty: 3087.433594
	Iteration 2F: 3 clusters Score -1555049 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1555274.625000 Penalty: 3087.433594
	Iteration 3Q: 3 clusters Score -1555275 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1555511.000000 Penalty: 3087.433594
	Iteration 4Q: 3 clusters Score -1555511 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1555811.875000 Penalty: 3087.433594
	Iteration 5Q: 3 clusters Score -1555812 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1556194.000000 Penalty: 3087.433594
	Iteration 6F: 3 clusters Score -1556194 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1556725.750000 Penalty: 3087.433594
	Iteration 7F: 3 clusters Score -1556726 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1557337.375000 Penalty: 3087.433594
	Iteration 8F: 3 clusters Score -1557337 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1558044.500000 Penalty: 3087.433594
	Iteration 9F: 3 clusters Score -1558044 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1558702.125000 Penalty: 3087.433594
	Iteration 10Q: 3 clusters Score -1558702 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1559157.625000 Penalty: 3087.433594
	Iteration 11Q: 3 clusters Score -1559158 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1559414.375000 Penalty: 3087.433594
	Iteration 12Q: 3 clusters Score -1559414 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1559548.000000 Penalty: 3087.433594
	Iteration 13Q: 3 clusters Score -1559548 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1559631.250000 Penalty: 3087.433594
	Iteration 14Q: 3 clusters Score -1559631 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1559689.375000 Penalty: 3087.433594
	Iteration 15Q: 3 clusters Score -1559689 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1559734.250000 Penalty: 3087.433594
	Iteration 16Q: 3 clusters Score -1559734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1559759.000000 Penalty: 3087.433594
	Iteration 17Q: 3 clusters Score -1559759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1559780.625000 Penalty: 3087.433594
	Iteration 18Q: 3 clusters Score -1559781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1559800.125000 Penalty: 3087.433594
	Iteration 19Q: 3 clusters Score -1559800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1559809.625000 Penalty: 3087.433594
	Iteration 20F: 3 clusters Score -1559810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1559821.125000 Penalty: 3087.433594
	Iteration 21Q: 3 clusters Score -1559821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1559826.500000 Penalty: 3087.433594
	Iteration 22Q: 3 clusters Score -1559826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1559831.375000 Penalty: 3087.433594
	Iteration 23Q: 3 clusters Score -1559831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1559832.000000 Penalty: 3087.433594
	Iteration 24Q: 3 clusters Score -1559832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1559836.000000 Penalty: 3087.433594
	Iteration 25Q: 3 clusters Score -1559836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1559840.375000 Penalty: 3087.433594
	Iteration 26Q: 3 clusters Score -1559840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1559839.625000 Penalty: 3087.433594
	Iteration 27Q: 3 clusters Score -1559840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1559844.500000 Penalty: 3087.433594
	Iteration 28Q: 3 clusters Score -1559844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1559845.125000 Penalty: 3087.433594
	Iteration 29Q: 3 clusters Score -1559845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1559845.875000 Penalty: 3087.433594
	Iteration 30Q: 3 clusters Score -1559846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1559846.500000 Penalty: 3087.433594
	Iteration 31Q: 3 clusters Score -1559846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1559846.625000 Penalty: 3087.433594
	Iteration 32Q: 3 clusters Score -1559847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1559848.250000 Penalty: 3087.433594
	Iteration 33Q: 3 clusters Score -1559848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1559848.125000 Penalty: 3087.433594
	Iteration 34Q: 3 clusters Score -1559848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1559848.250000 Penalty: 3087.433594
	Iteration 35Q: 3 clusters Score -1559848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1559848.000000 Penalty: 3087.433594
	Iteration 36Q: 3 clusters Score -1559848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1559850.875000 Penalty: 3087.433594
	Iteration 37Q: 3 clusters Score -1559851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1559851.875000 Penalty: 3087.433594
	Iteration 38Q: 3 clusters Score -1559852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1559853.250000 Penalty: 3087.433594
	Iteration 39Q: 3 clusters Score -1559853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1559855.000000 Penalty: 3087.433594
	Iteration 40F: 3 clusters Score -1559855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1559855.875000 Penalty: 3087.433594
	Iteration 41Q: 3 clusters Score -1559856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1559855.250000 Penalty: 3087.433594
	Iteration 42Q: 3 clusters Score -1559855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1559856.375000 Penalty: 3087.433594
	Iteration 43Q: 3 clusters Score -1559856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1559857.000000 Penalty: 3087.433594
	Iteration 44Q: 3 clusters Score -1559857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1559857.000000 Penalty: 3087.433594
	Iteration 45F: 3 clusters Score -1559857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Entering Unmasked Estep 
Score: -2533927.000000 Penalty: 1621.988281
	Iteration 0F: 2 clusters Score -2533927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2519235.000000 Penalty: 3243.976562
	Iteration 0F: 3 clusters Score -2519235 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2524644.750000 Penalty: 3243.976562
	Iteration 1F: 3 clusters Score -2524645 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2524929.750000 Penalty: 3243.976562
	Iteration 2Q: 3 clusters Score -2524930 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2525159.250000 Penalty: 3243.976562
	Iteration 3Q: 3 clusters Score -2525159 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2525360.500000 Penalty: 3243.976562
	Iteration 4Q: 3 clusters Score -2525360 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2525605.250000 Penalty: 3243.976562
	Iteration 5Q: 3 clusters Score -2525605 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2525903.500000 Penalty: 3243.976562
	Iteration 6Q: 3 clusters Score -2525904 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2526347.500000 Penalty: 3243.976562
	Iteration 7Q: 3 clusters Score -2526348 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2526959.750000 Penalty: 3243.976562
	Iteration 8Q: 3 clusters Score -2526960 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2527781.000000 Penalty: 3243.976562
	Iteration 9F: 3 clusters Score -2527781 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2528679.000000 Penalty: 3243.976562
	Iteration 10F: 3 clusters Score -2528679 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2529653.750000 Penalty: 3243.976562
	Iteration 11F: 3 clusters Score -2529654 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2530537.000000 Penalty: 3243.976562
	Iteration 12Q: 3 clusters Score -2530537 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2531241.750000 Penalty: 3243.976562
	Iteration 13Q: 3 clusters Score -2531242 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2531732.000000 Penalty: 3243.976562
	Iteration 14Q: 3 clusters Score -2531732 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2532042.000000 Penalty: 3243.976562
	Iteration 15Q: 3 clusters Score -2532042 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2532232.250000 Penalty: 3243.976562
	Iteration 16Q: 3 clusters Score -2532232 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2532333.750000 Penalty: 3243.976562
	Iteration 17Q: 3 clusters Score -2532334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2532402.750000 Penalty: 3243.976562
	Iteration 18Q: 3 clusters Score -2532403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2532442.250000 Penalty: 3243.976562
	Iteration 19Q: 3 clusters Score -2532442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2532480.500000 Penalty: 3243.976562
	Iteration 20F: 3 clusters Score -2532480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2532501.500000 Penalty: 3243.976562
	Iteration 21Q: 3 clusters Score -2532502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2532521.250000 Penalty: 3243.976562
	Iteration 22Q: 3 clusters Score -2532521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2532534.750000 Penalty: 3243.976562
	Iteration 23Q: 3 clusters Score -2532535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2532543.500000 Penalty: 3243.976562
	Iteration 24Q: 3 clusters Score -2532544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2532543.500000 Penalty: 3243.976562
	Iteration 25Q: 3 clusters Score -2532544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2532543.500000 Penalty: 3243.976562
	Iteration 26F: 3 clusters Score -2532544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 14872 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139225 members 
Mstep: Class 6 contains 150377 members 
Mstep: Class 7 contains 17764 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 80755 members 
Mstep: Class 10 contains 3748 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10545 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 46762 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86418 members 
Mstep: Class 19 contains 87075 members 
Mstep: Class 20 contains 39267 members 
Mstep: Class 21 contains 11115 members 
Mstep: Class 22 contains 71814 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65720 members 
Mstep: Class 26 contains 13357 members 
Mstep: Class 27 contains 21622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110608.000000 Penalty: 60205.453125
Iteration 399Q: 28 clusters Score -1.021106e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 14240 members 
Mstep: Class 3 contains 14868 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139232 members 
Mstep: Class 6 contains 150353 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 80813 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10545 members 
Mstep: Class 13 contains 5874 members 
Mstep: Class 14 contains 46770 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86418 members 
Mstep: Class 19 contains 87072 members 
Mstep: Class 20 contains 39262 members 
Mstep: Class 21 contains 11110 members 
Mstep: Class 22 contains 71802 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65704 members 
Mstep: Class 26 contains 13351 members 
Mstep: Class 27 contains 21606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110800.000000 Penalty: 60205.453125
Iteration 400F: 28 clusters Score -1.021108e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 14241 members 
Mstep: Class 3 contains 14869 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139241 members 
Mstep: Class 6 contains 150334 members 
Mstep: Class 7 contains 17779 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 80878 members 
Mstep: Class 10 contains 3750 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10543 members 
Mstep: Class 13 contains 5881 members 
Mstep: Class 14 contains 46770 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86387 members 
Mstep: Class 19 contains 87069 members 
Mstep: Class 20 contains 39253 members 
Mstep: Class 21 contains 11112 members 
Mstep: Class 22 contains 71784 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65696 members 
Mstep: Class 26 contains 13344 members 
Mstep: Class 27 contains 21604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110760.000000 Penalty: 60205.453125
Iteration 401Q: 28 clusters Score -1.021108e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 14867 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139254 members 
Mstep: Class 6 contains 150322 members 
Mstep: Class 7 contains 17783 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10539 members 
Mstep: Class 13 contains 5892 members 
Mstep: Class 14 contains 46772 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86369 members 
Mstep: Class 19 contains 87065 members 
Mstep: Class 20 contains 39242 members 
Mstep: Class 21 contains 11111 members 
Mstep: Class 22 contains 71784 members 
Mstep: Class 23 contains 3373 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65686 members 
Mstep: Class 26 contains 13343 members 
Mstep: Class 27 contains 21583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110776.000000 Penalty: 60205.453125
Iteration 402Q: 28 clusters Score -1.021108e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 14869 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139266 members 
Mstep: Class 6 contains 150303 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 80982 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10536 members 
Mstep: Class 13 contains 5902 members 
Mstep: Class 14 contains 46775 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86361 members 
Mstep: Class 19 contains 87060 members 
Mstep: Class 20 contains 39237 members 
Mstep: Class 21 contains 11109 members 
Mstep: Class 22 contains 71786 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65667 members 
Mstep: Class 26 contains 13347 members 
Mstep: Class 27 contains 21554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110720.000000 Penalty: 60205.453125
Iteration 403Q: 28 clusters Score -1.021107e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 14240 members 
Mstep: Class 3 contains 14868 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139288 members 
Mstep: Class 6 contains 150269 members 
Mstep: Class 7 contains 17803 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 81038 members 
Mstep: Class 10 contains 3750 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10528 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 46777 members 
Mstep: Class 15 contains 3965 members 
Mstep: Class 16 contains 1784 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86354 members 
Mstep: Class 19 contains 87058 members 
Mstep: Class 20 contains 39231 members 
Mstep: Class 21 contains 11107 members 
Mstep: Class 22 contains 71797 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65641 members 
Mstep: Class 26 contains 13349 members 
Mstep: Class 27 contains 21520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110968.000000 Penalty: 60205.453125
Iteration 404Q: 28 clusters Score -1.02111e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 14238 members 
Mstep: Class 3 contains 14871 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139324 members 
Mstep: Class 6 contains 150238 members 
Mstep: Class 7 contains 17812 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 81075 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10521 members 
Mstep: Class 13 contains 5915 members 
Mstep: Class 14 contains 46775 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86342 members 
Mstep: Class 19 contains 87052 members 
Mstep: Class 20 contains 39226 members 
Mstep: Class 21 contains 11106 members 
Mstep: Class 22 contains 71816 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65615 members 
Mstep: Class 26 contains 13350 members 
Mstep: Class 27 contains 21501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111032.000000 Penalty: 60205.453125
Iteration 405Q: 28 clusters Score -1.02111e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 14237 members 
Mstep: Class 3 contains 14869 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139356 members 
Mstep: Class 6 contains 150213 members 
Mstep: Class 7 contains 17814 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 81113 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10521 members 
Mstep: Class 13 contains 5925 members 
Mstep: Class 14 contains 46771 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86321 members 
Mstep: Class 19 contains 87045 members 
Mstep: Class 20 contains 39222 members 
Mstep: Class 21 contains 11104 members 
Mstep: Class 22 contains 71838 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65600 members 
Mstep: Class 26 contains 13348 members 
Mstep: Class 27 contains 21481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111120.000000 Penalty: 60205.453125
Iteration 406Q: 28 clusters Score -1.021111e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 14238 members 
Mstep: Class 3 contains 14870 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139387 members 
Mstep: Class 6 contains 150185 members 
Mstep: Class 7 contains 17823 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 81143 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 10520 members 
Mstep: Class 13 contains 5928 members 
Mstep: Class 14 contains 46766 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86308 members 
Mstep: Class 19 contains 87039 members 
Mstep: Class 20 contains 39216 members 
Mstep: Class 21 contains 11104 members 
Mstep: Class 22 contains 71857 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65575 members 
Mstep: Class 26 contains 13347 members 
Mstep: Class 27 contains 21468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111128.000000 Penalty: 60205.453125
Iteration 407Q: 28 clusters Score -1.021111e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 14875 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139416 members 
Mstep: Class 6 contains 150176 members 
Mstep: Class 7 contains 17833 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 81173 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 10518 members 
Mstep: Class 13 contains 5926 members 
Mstep: Class 14 contains 46760 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86303 members 
Mstep: Class 19 contains 87024 members 
Mstep: Class 20 contains 39207 members 
Mstep: Class 21 contains 11105 members 
Mstep: Class 22 contains 71869 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65548 members 
Mstep: Class 26 contains 13346 members 
Mstep: Class 27 contains 21456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111152.000000 Penalty: 60205.453125
Iteration 408Q: 28 clusters Score -1.021112e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 14240 members 
Mstep: Class 3 contains 14875 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139447 members 
Mstep: Class 6 contains 150159 members 
Mstep: Class 7 contains 17838 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 81213 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 10514 members 
Mstep: Class 13 contains 5927 members 
Mstep: Class 14 contains 46759 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86281 members 
Mstep: Class 19 contains 87012 members 
Mstep: Class 20 contains 39202 members 
Mstep: Class 21 contains 11104 members 
Mstep: Class 22 contains 71881 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65526 members 
Mstep: Class 26 contains 13344 members 
Mstep: Class 27 contains 21451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111160.000000 Penalty: 60205.453125
Iteration 409Q: 28 clusters Score -1.021112e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 14241 members 
Mstep: Class 3 contains 14875 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139485 members 
Mstep: Class 6 contains 150122 members 
Mstep: Class 7 contains 17841 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 81257 members 
Mstep: Class 10 contains 3752 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 10512 members 
Mstep: Class 13 contains 5931 members 
Mstep: Class 14 contains 46758 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86252 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 39195 members 
Mstep: Class 21 contains 11107 members 
Mstep: Class 22 contains 71899 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65500 members 
Mstep: Class 26 contains 13346 members 
Mstep: Class 27 contains 21442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111184.000000 Penalty: 60205.453125
Iteration 410Q: 28 clusters Score -1.021112e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 14238 members 
Mstep: Class 3 contains 14879 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139539 members 
Mstep: Class 6 contains 150070 members 
Mstep: Class 7 contains 17851 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 81298 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 10509 members 
Mstep: Class 13 contains 5935 members 
Mstep: Class 14 contains 46757 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86232 members 
Mstep: Class 19 contains 87007 members 
Mstep: Class 20 contains 39183 members 
Mstep: Class 21 contains 11110 members 
Mstep: Class 22 contains 71912 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65464 members 
Mstep: Class 26 contains 13347 members 
Mstep: Class 27 contains 21435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111320.000000 Penalty: 60205.453125
Iteration 411Q: 28 clusters Score -1.021113e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 14240 members 
Mstep: Class 3 contains 14880 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139599 members 
Mstep: Class 6 contains 150009 members 
Mstep: Class 7 contains 17862 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 81336 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 10510 members 
Mstep: Class 13 contains 5942 members 
Mstep: Class 14 contains 46758 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86227 members 
Mstep: Class 19 contains 86997 members 
Mstep: Class 20 contains 39169 members 
Mstep: Class 21 contains 11109 members 
Mstep: Class 22 contains 71916 members 
Mstep: Class 23 contains 3372 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65431 members 
Mstep: Class 26 contains 13349 members 
Mstep: Class 27 contains 21433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111296.000000 Penalty: 60205.453125
Iteration 412Q: 28 clusters Score -1.021113e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 14240 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139655 members 
Mstep: Class 6 contains 149947 members 
Mstep: Class 7 contains 17872 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 81399 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10512 members 
Mstep: Class 13 contains 5947 members 
Mstep: Class 14 contains 46758 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86210 members 
Mstep: Class 19 contains 86997 members 
Mstep: Class 20 contains 39157 members 
Mstep: Class 21 contains 11108 members 
Mstep: Class 22 contains 71902 members 
Mstep: Class 23 contains 3371 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65398 members 
Mstep: Class 26 contains 13353 members 
Mstep: Class 27 contains 21431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111320.000000 Penalty: 60205.453125
Iteration 413Q: 28 clusters Score -1.021113e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 14242 members 
Mstep: Class 3 contains 14887 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139709 members 
Mstep: Class 6 contains 149889 members 
Mstep: Class 7 contains 17881 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 81455 members 
Mstep: Class 10 contains 3748 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10511 members 
Mstep: Class 13 contains 5953 members 
Mstep: Class 14 contains 46761 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86209 members 
Mstep: Class 19 contains 87000 members 
Mstep: Class 20 contains 39144 members 
Mstep: Class 21 contains 11111 members 
Mstep: Class 22 contains 71885 members 
Mstep: Class 23 contains 3371 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 65354 members 
Mstep: Class 26 contains 13351 members 
Mstep: Class 27 contains 21431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111288.000000 Penalty: 60205.453125
Iteration 414Q: 28 clusters Score -1.021113e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 14241 members 
Mstep: Class 3 contains 14886 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139755 members 
Mstep: Class 6 contains 149831 members 
Mstep: Class 7 contains 17899 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 81497 members 
Mstep: Class 10 contains 3747 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10510 members 
Mstep: Class 13 contains 5958 members 
Mstep: Class 14 contains 46761 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86205 members 
Mstep: Class 19 contains 87005 members 
Mstep: Class 20 contains 39132 members 
Mstep: Class 21 contains 11114 members 
Mstep: Class 22 contains 71879 members 
Mstep: Class 23 contains 3371 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 65322 members 
Mstep: Class 26 contains 13351 members 
Mstep: Class 27 contains 21429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111088.000000 Penalty: 60205.453125
Iteration 415Q: 28 clusters Score -1.021111e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 14242 members 
Mstep: Class 3 contains 14884 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139793 members 
Mstep: Class 6 contains 149793 members 
Mstep: Class 7 contains 17913 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 81556 members 
Mstep: Class 10 contains 3746 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10508 members 
Mstep: Class 13 contains 5964 members 
Mstep: Class 14 contains 46765 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86205 members 
Mstep: Class 19 contains 87001 members 
Mstep: Class 20 contains 39116 members 
Mstep: Class 21 contains 11118 members 
Mstep: Class 22 contains 71870 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 65275 members 
Mstep: Class 26 contains 13349 members 
Mstep: Class 27 contains 21422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111192.000000 Penalty: 60205.453125
Iteration 416Q: 28 clusters Score -1.021112e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 14242 members 
Mstep: Class 3 contains 14890 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139848 members 
Mstep: Class 6 contains 149732 members 
Mstep: Class 7 contains 17930 members 
Mstep: Class 8 contains 4376 members 
Mstep: Class 9 contains 81623 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10505 members 
Mstep: Class 13 contains 5970 members 
Mstep: Class 14 contains 46769 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86180 members 
Mstep: Class 19 contains 86996 members 
Mstep: Class 20 contains 39103 members 
Mstep: Class 21 contains 11121 members 
Mstep: Class 22 contains 71868 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 65232 members 
Mstep: Class 26 contains 13347 members 
Mstep: Class 27 contains 21419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111200.000000 Penalty: 60205.453125
Iteration 417Q: 28 clusters Score -1.021112e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 14894 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139912 members 
Mstep: Class 6 contains 149673 members 
Mstep: Class 7 contains 17938 members 
Mstep: Class 8 contains 4376 members 
Mstep: Class 9 contains 81672 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10502 members 
Mstep: Class 13 contains 5975 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86172 members 
Mstep: Class 19 contains 86992 members 
Mstep: Class 20 contains 39090 members 
Mstep: Class 21 contains 11120 members 
Mstep: Class 22 contains 71864 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 65198 members 
Mstep: Class 26 contains 13341 members 
Mstep: Class 27 contains 21420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111144.000000 Penalty: 60205.453125
Iteration 418Q: 28 clusters Score -1.021111e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 14245 members 
Mstep: Class 3 contains 14898 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 139988 members 
Mstep: Class 6 contains 149610 members 
Mstep: Class 7 contains 17943 members 
Mstep: Class 8 contains 4376 members 
Mstep: Class 9 contains 81721 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10497 members 
Mstep: Class 13 contains 5983 members 
Mstep: Class 14 contains 46777 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86167 members 
Mstep: Class 19 contains 86983 members 
Mstep: Class 20 contains 39077 members 
Mstep: Class 21 contains 11118 members 
Mstep: Class 22 contains 71865 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 65156 members 
Mstep: Class 26 contains 13338 members 
Mstep: Class 27 contains 21417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111080.000000 Penalty: 60205.453125
Iteration 419Q: 28 clusters Score -1.021111e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 14899 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 140069 members 
Mstep: Class 6 contains 149544 members 
Mstep: Class 7 contains 17955 members 
Mstep: Class 8 contains 4375 members 
Mstep: Class 9 contains 81776 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10492 members 
Mstep: Class 13 contains 5989 members 
Mstep: Class 14 contains 46772 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86153 members 
Mstep: Class 19 contains 86982 members 
Mstep: Class 20 contains 39057 members 
Mstep: Class 21 contains 11116 members 
Mstep: Class 22 contains 71864 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 65122 members 
Mstep: Class 26 contains 13337 members 
Mstep: Class 27 contains 21416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111096.000000 Penalty: 60205.453125
Iteration 420F: 28 clusters Score -1.021111e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 14244 members 
Mstep: Class 3 contains 14899 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 140124 members 
Mstep: Class 6 contains 149486 members 
Mstep: Class 7 contains 17968 members 
Mstep: Class 8 contains 4375 members 
Mstep: Class 9 contains 81812 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10493 members 
Mstep: Class 13 contains 5994 members 
Mstep: Class 14 contains 46777 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86137 members 
Mstep: Class 19 contains 86983 members 
Mstep: Class 20 contains 39034 members 
Mstep: Class 21 contains 11115 members 
Mstep: Class 22 contains 71883 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 65088 members 
Mstep: Class 26 contains 13335 members 
Mstep: Class 27 contains 21416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111080.000000 Penalty: 60205.453125
Iteration 421Q: 28 clusters Score -1.021111e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 14897 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 140211 members 
Mstep: Class 6 contains 149402 members 
Mstep: Class 7 contains 17985 members 
Mstep: Class 8 contains 4375 members 
Mstep: Class 9 contains 81851 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10492 members 
Mstep: Class 13 contains 5996 members 
Mstep: Class 14 contains 46774 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86122 members 
Mstep: Class 19 contains 86977 members 
Mstep: Class 20 contains 39011 members 
Mstep: Class 21 contains 11116 members 
Mstep: Class 22 contains 71906 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 65045 members 
Mstep: Class 26 contains 13335 members 
Mstep: Class 27 contains 21416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111224.000000 Penalty: 60205.453125
Iteration 422Q: 28 clusters Score -1.021112e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 14253 members 
Mstep: Class 3 contains 14896 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 140278 members 
Mstep: Class 6 contains 149319 members 
Mstep: Class 7 contains 18007 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 81883 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 10496 members 
Mstep: Class 13 contains 6002 members 
Mstep: Class 14 contains 46772 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86108 members 
Mstep: Class 19 contains 86973 members 
Mstep: Class 20 contains 38993 members 
Mstep: Class 21 contains 11116 members 
Mstep: Class 22 contains 71924 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 65006 members 
Mstep: Class 26 contains 13337 members 
Mstep: Class 27 contains 21421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111248.000000 Penalty: 60205.453125
Iteration 423Q: 28 clusters Score -1.021112e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 14254 members 
Mstep: Class 3 contains 14895 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 140355 members 
Mstep: Class 6 contains 149220 members 
Mstep: Class 7 contains 18033 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 81923 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 11 contains 2277 members 
Mstep: Class 12 contains 10492 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 46769 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 207 members 
Mstep: Class 18 contains 86100 members 
Mstep: Class 19 contains 86971 members 
Mstep: Class 20 contains 38972 members 
Mstep: Class 21 contains 11113 members 
Mstep: Class 22 contains 71942 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 64964 members 
Mstep: Class 26 contains 13340 members 
Mstep: Class 27 contains 21420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111152.000000 Penalty: 60205.453125
Iteration 424Q: 28 clusters Score -1.021112e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 14256 members 
Mstep: Class 3 contains 14896 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 140427 members 
Mstep: Class 6 contains 149136 members 
Mstep: Class 7 contains 18057 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 81943 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 10487 members 
Mstep: Class 13 contains 6014 members 
Mstep: Class 14 contains 46761 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 86083 members 
Mstep: Class 19 contains 86969 members 
Mstep: Class 20 contains 38952 members 
Mstep: Class 21 contains 11112 members 
Mstep: Class 22 contains 71966 members 
Mstep: Class 23 contains 3370 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 64933 members 
Mstep: Class 26 contains 13353 members 
Mstep: Class 27 contains 21424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111280.000000 Penalty: 60205.453125
Iteration 425Q: 28 clusters Score -1.021113e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 14259 members 
Mstep: Class 3 contains 14900 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 140498 members 
Mstep: Class 6 contains 149042 members 
Mstep: Class 7 contains 18081 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 81956 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 10488 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 46753 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 86089 members 
Mstep: Class 19 contains 86967 members 
Mstep: Class 20 contains 38943 members 
Mstep: Class 21 contains 11115 members 
Mstep: Class 22 contains 71990 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 64888 members 
Mstep: Class 26 contains 13363 members 
Mstep: Class 27 contains 21412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111192.000000 Penalty: 60205.453125
Iteration 426Q: 28 clusters Score -1.021112e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 14266 members 
Mstep: Class 3 contains 14903 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 140561 members 
Mstep: Class 6 contains 148927 members 
Mstep: Class 7 contains 18109 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 81971 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 10491 members 
Mstep: Class 13 contains 6032 members 
Mstep: Class 14 contains 46744 members 
Mstep: Class 15 contains 3971 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 86096 members 
Mstep: Class 19 contains 86969 members 
Mstep: Class 20 contains 38940 members 
Mstep: Class 21 contains 11116 members 
Mstep: Class 22 contains 72020 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 64841 members 
Mstep: Class 26 contains 13375 members 
Mstep: Class 27 contains 21402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111072.000000 Penalty: 60205.453125
Iteration 427Q: 28 clusters Score -1.021111e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 14268 members 
Mstep: Class 3 contains 14899 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 140646 members 
Mstep: Class 6 contains 148808 members 
Mstep: Class 7 contains 18132 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 82007 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 10490 members 
Mstep: Class 13 contains 6047 members 
Mstep: Class 14 contains 46728 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 86077 members 
Mstep: Class 19 contains 86985 members 
Mstep: Class 20 contains 38927 members 
Mstep: Class 21 contains 11119 members 
Mstep: Class 22 contains 72056 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 64804 members 
Mstep: Class 26 contains 13377 members 
Mstep: Class 27 contains 21385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111040.000000 Penalty: 60205.453125
Iteration 428Q: 28 clusters Score -1.02111e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 14274 members 
Mstep: Class 3 contains 14893 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 140734 members 
Mstep: Class 6 contains 148686 members 
Mstep: Class 7 contains 18148 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 82049 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 10490 members 
Mstep: Class 13 contains 6066 members 
Mstep: Class 14 contains 46718 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 86062 members 
Mstep: Class 19 contains 86999 members 
Mstep: Class 20 contains 38915 members 
Mstep: Class 21 contains 11118 members 
Mstep: Class 22 contains 72081 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 64765 members 
Mstep: Class 26 contains 13380 members 
Mstep: Class 27 contains 21376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111256.000000 Penalty: 60205.453125
Iteration 429Q: 28 clusters Score -1.021113e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 14284 members 
Mstep: Class 3 contains 14895 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 140859 members 
Mstep: Class 6 contains 148499 members 
Mstep: Class 7 contains 18177 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 82084 members 
Mstep: Class 10 contains 3738 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 10496 members 
Mstep: Class 13 contains 6087 members 
Mstep: Class 14 contains 46702 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 1789 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 86051 members 
Mstep: Class 19 contains 87020 members 
Mstep: Class 20 contains 38899 members 
Mstep: Class 21 contains 11116 members 
Mstep: Class 22 contains 72118 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 64710 members 
Mstep: Class 26 contains 13383 members 
Mstep: Class 27 contains 21372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111296.000000 Penalty: 60205.453125
Iteration 430Q: 28 clusters Score -1.021113e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 14294 members 
Mstep: Class 3 contains 14890 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 140991 members 
Mstep: Class 6 contains 148305 members 
Mstep: Class 7 contains 18208 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 82117 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 10503 members 
Mstep: Class 13 contains 6107 members 
Mstep: Class 14 contains 46684 members 
Mstep: Class 15 contains 3971 members 
Mstep: Class 16 contains 1790 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 86039 members 
Mstep: Class 19 contains 87040 members 
Mstep: Class 20 contains 38876 members 
Mstep: Class 21 contains 11117 members 
Mstep: Class 22 contains 72176 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 64646 members 
Mstep: Class 26 contains 13391 members 
Mstep: Class 27 contains 21355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111432.000000 Penalty: 60205.453125
Iteration 431Q: 28 clusters Score -1.021114e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 14307 members 
Mstep: Class 3 contains 14881 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 141123 members 
Mstep: Class 6 contains 148107 members 
Mstep: Class 7 contains 18246 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 82181 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 10503 members 
Mstep: Class 13 contains 6122 members 
Mstep: Class 14 contains 46670 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 16 contains 1790 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 85994 members 
Mstep: Class 19 contains 87070 members 
Mstep: Class 20 contains 38852 members 
Mstep: Class 21 contains 11111 members 
Mstep: Class 22 contains 72215 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 64607 members 
Mstep: Class 26 contains 13397 members 
Mstep: Class 27 contains 21344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111368.000000 Penalty: 60205.453125
Iteration 432Q: 28 clusters Score -1.021114e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 14313 members 
Mstep: Class 3 contains 14880 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 141281 members 
Mstep: Class 6 contains 147906 members 
Mstep: Class 7 contains 18284 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 82227 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 10499 members 
Mstep: Class 13 contains 6139 members 
Mstep: Class 14 contains 46660 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 85955 members 
Mstep: Class 19 contains 87098 members 
Mstep: Class 20 contains 38814 members 
Mstep: Class 21 contains 11104 members 
Mstep: Class 22 contains 72276 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 64562 members 
Mstep: Class 26 contains 13406 members 
Mstep: Class 27 contains 21322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111296.000000 Penalty: 60205.453125
Iteration 433Q: 28 clusters Score -1.021113e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 14325 members 
Mstep: Class 3 contains 14881 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 141431 members 
Mstep: Class 6 contains 147695 members 
Mstep: Class 7 contains 18322 members 
Mstep: Class 8 contains 4373 members 
Mstep: Class 9 contains 82271 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 10497 members 
Mstep: Class 13 contains 6154 members 
Mstep: Class 14 contains 46644 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 85912 members 
Mstep: Class 19 contains 87126 members 
Mstep: Class 20 contains 38792 members 
Mstep: Class 21 contains 11097 members 
Mstep: Class 22 contains 72342 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 64525 members 
Mstep: Class 26 contains 13417 members 
Mstep: Class 27 contains 21291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111256.000000 Penalty: 60205.453125
Iteration 434Q: 28 clusters Score -1.021113e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 14337 members 
Mstep: Class 3 contains 14876 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 141579 members 
Mstep: Class 6 contains 147489 members 
Mstep: Class 7 contains 18355 members 
Mstep: Class 8 contains 4372 members 
Mstep: Class 9 contains 82341 members 
Mstep: Class 10 contains 3732 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 10498 members 
Mstep: Class 13 contains 6175 members 
Mstep: Class 14 contains 46628 members 
Mstep: Class 15 contains 3971 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 85859 members 
Mstep: Class 19 contains 87155 members 
Mstep: Class 20 contains 38764 members 
Mstep: Class 21 contains 11092 members 
Mstep: Class 22 contains 72389 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 64488 members 
Mstep: Class 26 contains 13419 members 
Mstep: Class 27 contains 21276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111280.000000 Penalty: 60205.453125
Iteration 435Q: 28 clusters Score -1.021113e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 14348 members 
Mstep: Class 3 contains 14876 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 141755 members 
Mstep: Class 6 contains 147266 members 
Mstep: Class 7 contains 18392 members 
Mstep: Class 8 contains 4369 members 
Mstep: Class 9 contains 82395 members 
Mstep: Class 10 contains 3732 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 10499 members 
Mstep: Class 13 contains 6195 members 
Mstep: Class 14 contains 46622 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 85824 members 
Mstep: Class 19 contains 87183 members 
Mstep: Class 20 contains 38713 members 
Mstep: Class 21 contains 11093 members 
Mstep: Class 22 contains 72432 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 64446 members 
Mstep: Class 26 contains 13418 members 
Mstep: Class 27 contains 21258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111528.000000 Penalty: 60205.453125
Iteration 436Q: 28 clusters Score -1.021115e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 14357 members 
Mstep: Class 3 contains 14879 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 141966 members 
Mstep: Class 6 contains 146981 members 
Mstep: Class 7 contains 18446 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 82435 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 10505 members 
Mstep: Class 13 contains 6209 members 
Mstep: Class 14 contains 46610 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 85797 members 
Mstep: Class 19 contains 87220 members 
Mstep: Class 20 contains 38673 members 
Mstep: Class 21 contains 11094 members 
Mstep: Class 22 contains 72484 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 64395 members 
Mstep: Class 26 contains 13423 members 
Mstep: Class 27 contains 21236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111448.000000 Penalty: 60205.453125
Iteration 437Q: 28 clusters Score -1.021114e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 14364 members 
Mstep: Class 3 contains 14879 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 142166 members 
Mstep: Class 6 contains 146722 members 
Mstep: Class 7 contains 18499 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 82510 members 
Mstep: Class 10 contains 3727 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 10512 members 
Mstep: Class 13 contains 6223 members 
Mstep: Class 14 contains 46603 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 85745 members 
Mstep: Class 19 contains 87249 members 
Mstep: Class 20 contains 38635 members 
Mstep: Class 21 contains 11093 members 
Mstep: Class 22 contains 72526 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 64354 members 
Mstep: Class 26 contains 13427 members 
Mstep: Class 27 contains 21210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111528.000000 Penalty: 60205.453125
Iteration 438Q: 28 clusters Score -1.021115e+08 nChanged 1007
Entering ConstructFrom: 
Score: -102111528.000000 Penalty: 60205.453125
Entering ConstructFrom: 
Trying to split cluster 1 (12758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Entering Unmasked Estep 
Score: -1477069.250000 Penalty: 1536.260986
	Iteration 0F: 2 clusters Score -1477069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1468063.625000 Penalty: 3072.521973
	Iteration 0F: 3 clusters Score -1468064 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1471038.375000 Penalty: 3072.521973
	Iteration 1F: 3 clusters Score -1471038 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1471284.375000 Penalty: 3072.521973
	Iteration 2F: 3 clusters Score -1471284 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1471473.375000 Penalty: 3072.521973
	Iteration 3Q: 3 clusters Score -1471473 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1471627.125000 Penalty: 3072.521973
	Iteration 4Q: 3 clusters Score -1471627 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1471783.500000 Penalty: 3072.521973
	Iteration 5Q: 3 clusters Score -1471784 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1471939.500000 Penalty: 3072.521973
	Iteration 6Q: 3 clusters Score -1471940 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1472129.250000 Penalty: 3072.521973
	Iteration 7Q: 3 clusters Score -1472129 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1472372.125000 Penalty: 3072.521973
	Iteration 8Q: 3 clusters Score -1472372 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1472699.250000 Penalty: 3072.521973
	Iteration 9Q: 3 clusters Score -1472699 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1473119.875000 Penalty: 3072.521973
	Iteration 10F: 3 clusters Score -1473120 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1473612.750000 Penalty: 3072.521973
	Iteration 11F: 3 clusters Score -1473613 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1474152.125000 Penalty: 3072.521973
	Iteration 12Q: 3 clusters Score -1474152 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1474653.125000 Penalty: 3072.521973
	Iteration 13Q: 3 clusters Score -1474653 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1475022.375000 Penalty: 3072.521973
	Iteration 14Q: 3 clusters Score -1475022 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1475266.625000 Penalty: 3072.521973
	Iteration 15Q: 3 clusters Score -1475267 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1475447.875000 Penalty: 3072.521973
	Iteration 16Q: 3 clusters Score -1475448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1475541.625000 Penalty: 3072.521973
	Iteration 17Q: 3 clusters Score -1475542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1475605.500000 Penalty: 3072.521973
	Iteration 18Q: 3 clusters Score -1475606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1475658.500000 Penalty: 3072.521973
	Iteration 19Q: 3 clusters Score -1475658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1475691.875000 Penalty: 3072.521973
	Iteration 20F: 3 clusters Score -1475692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1475714.875000 Penalty: 3072.521973
	Iteration 21Q: 3 clusters Score -1475715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1475722.250000 Penalty: 3072.521973
	Iteration 22Q: 3 clusters Score -1475722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1475726.625000 Penalty: 3072.521973
	Iteration 23Q: 3 clusters Score -1475727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1475728.875000 Penalty: 3072.521973
	Iteration 24Q: 3 clusters Score -1475729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1475732.750000 Penalty: 3072.521973
	Iteration 25Q: 3 clusters Score -1475733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1475732.750000 Penalty: 3072.521973
	Iteration 26F: 3 clusters Score -1475733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Entering Unmasked Estep 
Score: -1638519.375000 Penalty: 1555.663818
	Iteration 0F: 2 clusters Score -1638519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1628525.125000 Penalty: 3111.327637
	Iteration 0F: 3 clusters Score -1628525 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1632068.750000 Penalty: 3111.327637
	Iteration 1F: 3 clusters Score -1632069 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1632392.875000 Penalty: 3111.327637
	Iteration 2F: 3 clusters Score -1632393 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1632663.500000 Penalty: 3111.327637
	Iteration 3F: 3 clusters Score -1632664 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1632935.250000 Penalty: 3111.327637
	Iteration 4Q: 3 clusters Score -1632935 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1633204.250000 Penalty: 3111.327637
	Iteration 5Q: 3 clusters Score -1633204 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1633514.375000 Penalty: 3111.327637
	Iteration 6Q: 3 clusters Score -1633514 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1633884.750000 Penalty: 3111.327637
	Iteration 7Q: 3 clusters Score -1633885 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1634349.000000 Penalty: 3111.327637
	Iteration 8Q: 3 clusters Score -1634349 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1634852.125000 Penalty: 3111.327637
	Iteration 9F: 3 clusters Score -1634852 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1635266.375000 Penalty: 3111.327637
	Iteration 10Q: 3 clusters Score -1635266 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1635627.500000 Penalty: 3111.327637
	Iteration 11Q: 3 clusters Score -1635628 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1635888.000000 Penalty: 3111.327637
	Iteration 12Q: 3 clusters Score -1635888 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1636094.500000 Penalty: 3111.327637
	Iteration 13Q: 3 clusters Score -1636094 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1636291.875000 Penalty: 3111.327637
	Iteration 14Q: 3 clusters Score -1636292 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1636469.125000 Penalty: 3111.327637
	Iteration 15Q: 3 clusters Score -1636469 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1636638.625000 Penalty: 3111.327637
	Iteration 16Q: 3 clusters Score -1636639 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1636775.500000 Penalty: 3111.327637
	Iteration 17Q: 3 clusters Score -1636776 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1636903.750000 Penalty: 3111.327637
	Iteration 18Q: 3 clusters Score -1636904 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1636996.250000 Penalty: 3111.327637
	Iteration 19Q: 3 clusters Score -1636996 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1637094.750000 Penalty: 3111.327637
	Iteration 20F: 3 clusters Score -1637095 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1637150.875000 Penalty: 3111.327637
	Iteration 21Q: 3 clusters Score -1637151 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1637188.750000 Penalty: 3111.327637
	Iteration 22Q: 3 clusters Score -1637189 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1637223.000000 Penalty: 3111.327637
	Iteration 23Q: 3 clusters Score -1637223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1637258.750000 Penalty: 3111.327637
	Iteration 24Q: 3 clusters Score -1637259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1637285.375000 Penalty: 3111.327637
	Iteration 25Q: 3 clusters Score -1637285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1637292.625000 Penalty: 3111.327637
	Iteration 26Q: 3 clusters Score -1637293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1637302.125000 Penalty: 3111.327637
	Iteration 27Q: 3 clusters Score -1637302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1637314.000000 Penalty: 3111.327637
	Iteration 28Q: 3 clusters Score -1637314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1637322.250000 Penalty: 3111.327637
	Iteration 29Q: 3 clusters Score -1637322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1637329.250000 Penalty: 3111.327637
	Iteration 30Q: 3 clusters Score -1637329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1637332.500000 Penalty: 3111.327637
	Iteration 31Q: 3 clusters Score -1637332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1637333.375000 Penalty: 3111.327637
	Iteration 32Q: 3 clusters Score -1637333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1637337.125000 Penalty: 3111.327637
	Iteration 33Q: 3 clusters Score -1637337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1637334.000000 Penalty: 3111.327637
	Iteration 34Q: 3 clusters Score -1637334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1637334.000000 Penalty: 3111.327637
	Iteration 35F: 3 clusters Score -1637334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Entering Unmasked Estep 
Score: -1651027.125000 Penalty: 1561.219482
	Iteration 0F: 2 clusters Score -1651027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1640700.125000 Penalty: 3122.438965
	Iteration 0F: 3 clusters Score -1640700 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1644221.250000 Penalty: 3122.438965
	Iteration 1F: 3 clusters Score -1644221 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1644463.875000 Penalty: 3122.438965
	Iteration 2Q: 3 clusters Score -1644464 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1644668.250000 Penalty: 3122.438965
	Iteration 3Q: 3 clusters Score -1644668 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1644860.500000 Penalty: 3122.438965
	Iteration 4Q: 3 clusters Score -1644860 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1645074.750000 Penalty: 3122.438965
	Iteration 5Q: 3 clusters Score -1645075 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1645359.375000 Penalty: 3122.438965
	Iteration 6Q: 3 clusters Score -1645359 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1645795.375000 Penalty: 3122.438965
	Iteration 7F: 3 clusters Score -1645795 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1646414.375000 Penalty: 3122.438965
	Iteration 8F: 3 clusters Score -1646414 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1647198.125000 Penalty: 3122.438965
	Iteration 9F: 3 clusters Score -1647198 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1648023.250000 Penalty: 3122.438965
	Iteration 10F: 3 clusters Score -1648023 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1648736.000000 Penalty: 3122.438965
	Iteration 11F: 3 clusters Score -1648736 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1649158.875000 Penalty: 3122.438965
	Iteration 12Q: 3 clusters Score -1649159 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1649394.625000 Penalty: 3122.438965
	Iteration 13Q: 3 clusters Score -1649395 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1649508.625000 Penalty: 3122.438965
	Iteration 14Q: 3 clusters Score -1649509 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1649559.125000 Penalty: 3122.438965
	Iteration 15Q: 3 clusters Score -1649559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1649585.000000 Penalty: 3122.438965
	Iteration 16Q: 3 clusters Score -1649585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1649601.000000 Penalty: 3122.438965
	Iteration 17Q: 3 clusters Score -1649601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1649619.250000 Penalty: 3122.438965
	Iteration 18Q: 3 clusters Score -1649619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1649627.000000 Penalty: 3122.438965
	Iteration 19Q: 3 clusters Score -1649627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1649633.000000 Penalty: 3122.438965
	Iteration 20F: 3 clusters Score -1649633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1649634.625000 Penalty: 3122.438965
	Iteration 21Q: 3 clusters Score -1649635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1649635.375000 Penalty: 3122.438965
	Iteration 22Q: 3 clusters Score -1649635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1649635.375000 Penalty: 3122.438965
	Iteration 23F: 3 clusters Score -1649635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -64963.507812 Penalty: 1039.229980
	Iteration 0F: 2 clusters Score -64963.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63822.027344 Penalty: 2078.459961
	Iteration 0F: 3 clusters Score -63822.03 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63993.257812 Penalty: 2078.459961
	Iteration 1F: 3 clusters Score -63993.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64035.660156 Penalty: 2078.459961
	Iteration 2F: 3 clusters Score -64035.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64073.023438 Penalty: 2078.459961
	Iteration 3Q: 3 clusters Score -64073.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64091.343750 Penalty: 2078.459961
	Iteration 4Q: 3 clusters Score -64091.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64099.531250 Penalty: 2078.459961
	Iteration 5Q: 3 clusters Score -64099.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64103.007812 Penalty: 2078.459961
	Iteration 6Q: 3 clusters Score -64103.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64105.996094 Penalty: 2078.459961
	Iteration 7Q: 3 clusters Score -64106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64105.996094 Penalty: 2078.459961
	Iteration 8F: 3 clusters Score -64106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (142373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142373 members 
Entering Unmasked Estep 
Score: -16155651.000000 Penalty: 1928.258301
	Iteration 0F: 2 clusters Score -1.615565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -16062182.000000 Penalty: 3856.516602
	Iteration 0F: 3 clusters Score -1.606218e+07 nChanged 68739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -16101669.000000 Penalty: 3856.516602
	Iteration 1F: 3 clusters Score -1.610167e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74053 members 
Mstep: Class 2 contains 68320 members 
Entering Unmasked Estep 
Score: -16102166.000000 Penalty: 3856.516602
	Iteration 2Q: 3 clusters Score -1.610217e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -16102807.000000 Penalty: 3856.516602
	Iteration 3Q: 3 clusters Score -1.610281e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -16103922.000000 Penalty: 3856.516602
	Iteration 4Q: 3 clusters Score -1.610392e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 57128 members 
Entering Unmasked Estep 
Score: -16105969.000000 Penalty: 3856.516602
	Iteration 5Q: 3 clusters Score -1.610597e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -16109912.000000 Penalty: 3856.516602
	Iteration 6F: 3 clusters Score -1.610991e+07 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -16117608.000000 Penalty: 3856.516602
	Iteration 7F: 3 clusters Score -1.611761e+07 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118547 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -16130072.000000 Penalty: 3856.516602
	Iteration 8F: 3 clusters Score -1.613007e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131700 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -16143089.000000 Penalty: 3856.516602
	Iteration 9F: 3 clusters Score -1.614309e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139290 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -16150771.000000 Penalty: 3856.516602
	Iteration 10F: 3 clusters Score -1.615077e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141713 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -16153216.000000 Penalty: 3856.516602
	Iteration 11Q: 3 clusters Score -1.615322e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142177 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16153689.000000 Penalty: 3856.516602
	Iteration 12Q: 3 clusters Score -1.615369e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142245 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16153809.000000 Penalty: 3856.516602
	Iteration 13Q: 3 clusters Score -1.615381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142261 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16153838.000000 Penalty: 3856.516602
	Iteration 14Q: 3 clusters Score -1.615384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142269 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16153864.000000 Penalty: 3856.516602
	Iteration 15Q: 3 clusters Score -1.615386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142269 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16153874.000000 Penalty: 3856.516602
	Iteration 16Q: 3 clusters Score -1.615387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142270 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16153870.000000 Penalty: 3856.516602
	Iteration 17Q: 3 clusters Score -1.615387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142271 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16153877.000000 Penalty: 3856.516602
	Iteration 18Q: 3 clusters Score -1.615388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142270 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16153880.000000 Penalty: 3856.516602
	Iteration 19Q: 3 clusters Score -1.615388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142270 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16153880.000000 Penalty: 3856.516602
	Iteration 20F: 3 clusters Score -1.615388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (146483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146483 members 
Entering Unmasked Estep 
Score: -16557905.000000 Penalty: 1932.883057
	Iteration 0F: 2 clusters Score -1.65579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
Score: -16461795.000000 Penalty: 3865.766113
	Iteration 0F: 3 clusters Score -1.64618e+07 nChanged 70575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74486 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
Score: -16503666.000000 Penalty: 3865.766113
	Iteration 1F: 3 clusters Score -1.650367e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 71426 members 
Entering Unmasked Estep 
Score: -16504919.000000 Penalty: 3865.766113
	Iteration 2Q: 3 clusters Score -1.650492e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -16506610.000000 Penalty: 3865.766113
	Iteration 3Q: 3 clusters Score -1.650661e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -16508988.000000 Penalty: 3865.766113
	Iteration 4Q: 3 clusters Score -1.650899e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -16512185.000000 Penalty: 3865.766113
	Iteration 5Q: 3 clusters Score -1.651218e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -16516781.000000 Penalty: 3865.766113
	Iteration 6F: 3 clusters Score -1.651678e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83367 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -16522892.000000 Penalty: 3865.766113
	Iteration 7F: 3 clusters Score -1.652289e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85166 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -16529915.000000 Penalty: 3865.766113
	Iteration 8F: 3 clusters Score -1.652992e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -16535364.000000 Penalty: 3865.766113
	Iteration 9F: 3 clusters Score -1.653536e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 59548 members 
Entering Unmasked Estep 
Score: -16537994.000000 Penalty: 3865.766113
	Iteration 10Q: 3 clusters Score -1.653799e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87492 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -16538901.000000 Penalty: 3865.766113
	Iteration 11Q: 3 clusters Score -1.65389e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88031 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -16539327.000000 Penalty: 3865.766113
	Iteration 12Q: 3 clusters Score -1.653933e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -16539621.000000 Penalty: 3865.766113
	Iteration 13Q: 3 clusters Score -1.653962e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -16539995.000000 Penalty: 3865.766113
	Iteration 14Q: 3 clusters Score -1.654e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89511 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -16540188.000000 Penalty: 3865.766113
	Iteration 15Q: 3 clusters Score -1.654019e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -16540454.000000 Penalty: 3865.766113
	Iteration 16Q: 3 clusters Score -1.654045e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -16540909.000000 Penalty: 3865.766113
	Iteration 17Q: 3 clusters Score -1.654091e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -16541270.000000 Penalty: 3865.766113
	Iteration 18Q: 3 clusters Score -1.654127e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -16541676.000000 Penalty: 3865.766113
	Iteration 19Q: 3 clusters Score -1.654168e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -16541889.000000 Penalty: 3865.766113
	Iteration 20F: 3 clusters Score -1.654189e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -16542145.000000 Penalty: 3865.766113
	Iteration 21Q: 3 clusters Score -1.654214e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -16542296.000000 Penalty: 3865.766113
	Iteration 22Q: 3 clusters Score -1.65423e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93327 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -16542606.000000 Penalty: 3865.766113
	Iteration 23Q: 3 clusters Score -1.654261e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -16542922.000000 Penalty: 3865.766113
	Iteration 24Q: 3 clusters Score -1.654292e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -16543131.000000 Penalty: 3865.766113
	Iteration 25Q: 3 clusters Score -1.654313e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -16543367.000000 Penalty: 3865.766113
	Iteration 26Q: 3 clusters Score -1.654337e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95112 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -16543611.000000 Penalty: 3865.766113
	Iteration 27Q: 3 clusters Score -1.654361e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95571 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -16543755.000000 Penalty: 3865.766113
	Iteration 28Q: 3 clusters Score -1.654376e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96122 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -16543975.000000 Penalty: 3865.766113
	Iteration 29Q: 3 clusters Score -1.654398e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -16544188.000000 Penalty: 3865.766113
	Iteration 30Q: 3 clusters Score -1.654419e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97179 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -16544367.000000 Penalty: 3865.766113
	Iteration 31Q: 3 clusters Score -1.654437e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97732 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -16544497.000000 Penalty: 3865.766113
	Iteration 32Q: 3 clusters Score -1.65445e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -16544611.000000 Penalty: 3865.766113
	Iteration 33Q: 3 clusters Score -1.654461e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98900 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -16544702.000000 Penalty: 3865.766113
	Iteration 34Q: 3 clusters Score -1.65447e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -16544842.000000 Penalty: 3865.766113
	Iteration 35Q: 3 clusters Score -1.654484e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100053 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -16544937.000000 Penalty: 3865.766113
	Iteration 36Q: 3 clusters Score -1.654494e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100604 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -16545033.000000 Penalty: 3865.766113
	Iteration 37Q: 3 clusters Score -1.654503e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -16545138.000000 Penalty: 3865.766113
	Iteration 38Q: 3 clusters Score -1.654514e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101694 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -16545299.000000 Penalty: 3865.766113
	Iteration 39Q: 3 clusters Score -1.65453e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102225 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -16545380.000000 Penalty: 3865.766113
	Iteration 40F: 3 clusters Score -1.654538e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102731 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -16545506.000000 Penalty: 3865.766113
	Iteration 41Q: 3 clusters Score -1.654551e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -16545596.000000 Penalty: 3865.766113
	Iteration 42Q: 3 clusters Score -1.65456e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103737 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -16545673.000000 Penalty: 3865.766113
	Iteration 43Q: 3 clusters Score -1.654567e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -16545668.000000 Penalty: 3865.766113
	Iteration 44Q: 3 clusters Score -1.654567e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104809 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -16545738.000000 Penalty: 3865.766113
	Iteration 45Q: 3 clusters Score -1.654574e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105389 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -16545871.000000 Penalty: 3865.766113
	Iteration 46Q: 3 clusters Score -1.654587e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105953 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -16545967.000000 Penalty: 3865.766113
	Iteration 47Q: 3 clusters Score -1.654597e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106512 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -16546115.000000 Penalty: 3865.766113
	Iteration 48Q: 3 clusters Score -1.654612e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107094 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -16546282.000000 Penalty: 3865.766113
	Iteration 49Q: 3 clusters Score -1.654628e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107690 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -16546366.000000 Penalty: 3865.766113
	Iteration 50Q: 3 clusters Score -1.654637e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108327 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -16546450.000000 Penalty: 3865.766113
	Iteration 51Q: 3 clusters Score -1.654645e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109001 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -16546477.000000 Penalty: 3865.766113
	Iteration 52Q: 3 clusters Score -1.654648e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109665 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -16546658.000000 Penalty: 3865.766113
	Iteration 53Q: 3 clusters Score -1.654666e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110326 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -16546761.000000 Penalty: 3865.766113
	Iteration 54Q: 3 clusters Score -1.654676e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110997 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -16546799.000000 Penalty: 3865.766113
	Iteration 55Q: 3 clusters Score -1.65468e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111673 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -16546930.000000 Penalty: 3865.766113
	Iteration 56Q: 3 clusters Score -1.654693e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112366 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -16547050.000000 Penalty: 3865.766113
	Iteration 57Q: 3 clusters Score -1.654705e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113107 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -16547174.000000 Penalty: 3865.766113
	Iteration 58Q: 3 clusters Score -1.654717e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113906 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -16547238.000000 Penalty: 3865.766113
	Iteration 59Q: 3 clusters Score -1.654724e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114755 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -16547341.000000 Penalty: 3865.766113
	Iteration 60F: 3 clusters Score -1.654734e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115630 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -16547505.000000 Penalty: 3865.766113
	Iteration 61Q: 3 clusters Score -1.65475e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116546 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -16547740.000000 Penalty: 3865.766113
	Iteration 62Q: 3 clusters Score -1.654774e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117479 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -16547876.000000 Penalty: 3865.766113
	Iteration 63Q: 3 clusters Score -1.654788e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118406 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -16548029.000000 Penalty: 3865.766113
	Iteration 64Q: 3 clusters Score -1.654803e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119390 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -16548255.000000 Penalty: 3865.766113
	Iteration 65Q: 3 clusters Score -1.654826e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120436 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -16548457.000000 Penalty: 3865.766113
	Iteration 66Q: 3 clusters Score -1.654846e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121569 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -16548810.000000 Penalty: 3865.766113
	Iteration 67Q: 3 clusters Score -1.654881e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122705 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -16549066.000000 Penalty: 3865.766113
	Iteration 68Q: 3 clusters Score -1.654907e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123912 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -16549363.000000 Penalty: 3865.766113
	Iteration 69Q: 3 clusters Score -1.654936e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125133 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -16549735.000000 Penalty: 3865.766113
	Iteration 70Q: 3 clusters Score -1.654974e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126441 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -16550089.000000 Penalty: 3865.766113
	Iteration 71Q: 3 clusters Score -1.655009e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127757 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -16550518.000000 Penalty: 3865.766113
	Iteration 72Q: 3 clusters Score -1.655052e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129150 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -16550957.000000 Penalty: 3865.766113
	Iteration 73Q: 3 clusters Score -1.655096e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130532 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -16551376.000000 Penalty: 3865.766113
	Iteration 74Q: 3 clusters Score -1.655138e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132006 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -16551840.000000 Penalty: 3865.766113
	Iteration 75Q: 3 clusters Score -1.655184e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133458 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -16552304.000000 Penalty: 3865.766113
	Iteration 76Q: 3 clusters Score -1.65523e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134898 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -16552858.000000 Penalty: 3865.766113
	Iteration 77Q: 3 clusters Score -1.655286e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136337 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -16553285.000000 Penalty: 3865.766113
	Iteration 78Q: 3 clusters Score -1.655328e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137575 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -16553686.000000 Penalty: 3865.766113
	Iteration 79Q: 3 clusters Score -1.655369e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138707 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -16554048.000000 Penalty: 3865.766113
	Iteration 80F: 3 clusters Score -1.655405e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139760 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -16554459.000000 Penalty: 3865.766113
	Iteration 81Q: 3 clusters Score -1.655446e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140649 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -16554713.000000 Penalty: 3865.766113
	Iteration 82Q: 3 clusters Score -1.655471e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141407 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -16555000.000000 Penalty: 3865.766113
	Iteration 83Q: 3 clusters Score -1.6555e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142108 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -16555151.000000 Penalty: 3865.766113
	Iteration 84Q: 3 clusters Score -1.655515e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142706 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -16555319.000000 Penalty: 3865.766113
	Iteration 85Q: 3 clusters Score -1.655532e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143203 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -16555473.000000 Penalty: 3865.766113
	Iteration 86Q: 3 clusters Score -1.655547e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143650 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -16555652.000000 Penalty: 3865.766113
	Iteration 87Q: 3 clusters Score -1.655565e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144005 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -16555771.000000 Penalty: 3865.766113
	Iteration 88Q: 3 clusters Score -1.655577e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144286 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -16555828.000000 Penalty: 3865.766113
	Iteration 89Q: 3 clusters Score -1.655583e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144512 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -16555894.000000 Penalty: 3865.766113
	Iteration 90Q: 3 clusters Score -1.655589e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144713 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -16555955.000000 Penalty: 3865.766113
	Iteration 91Q: 3 clusters Score -1.655596e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144876 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -16555996.000000 Penalty: 3865.766113
	Iteration 92Q: 3 clusters Score -1.6556e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145005 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -16556077.000000 Penalty: 3865.766113
	Iteration 93Q: 3 clusters Score -1.655608e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145111 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -16556112.000000 Penalty: 3865.766113
	Iteration 94Q: 3 clusters Score -1.655611e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145187 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -16556158.000000 Penalty: 3865.766113
	Iteration 95Q: 3 clusters Score -1.655616e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145258 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -16556197.000000 Penalty: 3865.766113
	Iteration 96Q: 3 clusters Score -1.65562e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145306 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -16556225.000000 Penalty: 3865.766113
	Iteration 97Q: 3 clusters Score -1.655622e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145346 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -16556254.000000 Penalty: 3865.766113
	Iteration 98Q: 3 clusters Score -1.655625e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -16556281.000000 Penalty: 3865.766113
	Iteration 99Q: 3 clusters Score -1.655628e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145415 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -16556279.000000 Penalty: 3865.766113
	Iteration 100F: 3 clusters Score -1.655628e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145448 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -16556286.000000 Penalty: 3865.766113
	Iteration 101Q: 3 clusters Score -1.655629e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145474 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -16556313.000000 Penalty: 3865.766113
	Iteration 102Q: 3 clusters Score -1.655631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145490 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -16556319.000000 Penalty: 3865.766113
	Iteration 103Q: 3 clusters Score -1.655632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145504 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -16556330.000000 Penalty: 3865.766113
	Iteration 104Q: 3 clusters Score -1.655633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145519 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -16556333.000000 Penalty: 3865.766113
	Iteration 105Q: 3 clusters Score -1.655633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145532 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -16556329.000000 Penalty: 3865.766113
	Iteration 106Q: 3 clusters Score -1.655633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145537 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -16556336.000000 Penalty: 3865.766113
	Iteration 107Q: 3 clusters Score -1.655634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145544 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -16556330.000000 Penalty: 3865.766113
	Iteration 108Q: 3 clusters Score -1.655633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145551 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -16556334.000000 Penalty: 3865.766113
	Iteration 109Q: 3 clusters Score -1.655633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145559 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -16556326.000000 Penalty: 3865.766113
	Iteration 110Q: 3 clusters Score -1.655633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145567 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -16556323.000000 Penalty: 3865.766113
	Iteration 111Q: 3 clusters Score -1.655632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145570 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -16556325.000000 Penalty: 3865.766113
	Iteration 112Q: 3 clusters Score -1.655632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145572 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -16556330.000000 Penalty: 3865.766113
	Iteration 113Q: 3 clusters Score -1.655633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145571 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16556322.000000 Penalty: 3865.766113
	Iteration 114Q: 3 clusters Score -1.655632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145573 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -16556316.000000 Penalty: 3865.766113
	Iteration 115Q: 3 clusters Score -1.655632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145575 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -16556316.000000 Penalty: 3865.766113
	Iteration 116Q: 3 clusters Score -1.655632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145579 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -16556323.000000 Penalty: 3865.766113
	Iteration 117Q: 3 clusters Score -1.655632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145582 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -16556331.000000 Penalty: 3865.766113
	Iteration 118Q: 3 clusters Score -1.655633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145587 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -16556329.000000 Penalty: 3865.766113
	Iteration 119Q: 3 clusters Score -1.655633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145591 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16556322.000000 Penalty: 3865.766113
	Iteration 120F: 3 clusters Score -1.655632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145596 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16556323.000000 Penalty: 3865.766113
	Iteration 121Q: 3 clusters Score -1.655632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145598 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -16556334.000000 Penalty: 3865.766113
	Iteration 122Q: 3 clusters Score -1.655633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145603 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -16556329.000000 Penalty: 3865.766113
	Iteration 123Q: 3 clusters Score -1.655633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145607 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -16556335.000000 Penalty: 3865.766113
	Iteration 124Q: 3 clusters Score -1.655634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145607 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -16556335.000000 Penalty: 3865.766113
	Iteration 125F: 3 clusters Score -1.655634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -2145422.000000 Penalty: 1597.147949
	Iteration 0F: 2 clusters Score -2145422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2132704.250000 Penalty: 3194.295898
	Iteration 0F: 3 clusters Score -2132704 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2137187.250000 Penalty: 3194.295898
	Iteration 1F: 3 clusters Score -2137187 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2137562.000000 Penalty: 3194.295898
	Iteration 2F: 3 clusters Score -2137562 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2137963.000000 Penalty: 3194.295898
	Iteration 3F: 3 clusters Score -2137963 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2138460.250000 Penalty: 3194.295898
	Iteration 4F: 3 clusters Score -2138460 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2139118.000000 Penalty: 3194.295898
	Iteration 5F: 3 clusters Score -2139118 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2139944.750000 Penalty: 3194.295898
	Iteration 6F: 3 clusters Score -2139945 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2140942.250000 Penalty: 3194.295898
	Iteration 7F: 3 clusters Score -2140942 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2141895.250000 Penalty: 3194.295898
	Iteration 8F: 3 clusters Score -2141895 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2142611.750000 Penalty: 3194.295898
	Iteration 9Q: 3 clusters Score -2142612 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2143049.750000 Penalty: 3194.295898
	Iteration 10Q: 3 clusters Score -2143050 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2143310.000000 Penalty: 3194.295898
	Iteration 11Q: 3 clusters Score -2143310 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2143478.750000 Penalty: 3194.295898
	Iteration 12Q: 3 clusters Score -2143479 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2143608.500000 Penalty: 3194.295898
	Iteration 13Q: 3 clusters Score -2143608 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2143735.750000 Penalty: 3194.295898
	Iteration 14Q: 3 clusters Score -2143736 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2143831.000000 Penalty: 3194.295898
	Iteration 15Q: 3 clusters Score -2143831 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2143916.250000 Penalty: 3194.295898
	Iteration 16Q: 3 clusters Score -2143916 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2143978.500000 Penalty: 3194.295898
	Iteration 17Q: 3 clusters Score -2143978 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2144033.500000 Penalty: 3194.295898
	Iteration 18Q: 3 clusters Score -2144034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2144082.250000 Penalty: 3194.295898
	Iteration 19Q: 3 clusters Score -2144082 nChanged 52
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: -2144112.250000 Penalty: 3194.295898
	Iteration 20F: 3 clusters Score -2144112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2144131.750000 Penalty: 3194.295898
	Iteration 21Q: 3 clusters Score -2144132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2144151.750000 Penalty: 3194.295898
	Iteration 22Q: 3 clusters Score -2144152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2144164.250000 Penalty: 3194.295898
	Iteration 23Q: 3 clusters Score -2144164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2144172.250000 Penalty: 3194.295898
	Iteration 24Q: 3 clusters Score -2144172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2144171.250000 Penalty: 3194.295898
	Iteration 25Q: 3 clusters Score -2144171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2144177.500000 Penalty: 3194.295898
	Iteration 26Q: 3 clusters Score -2144178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2144179.500000 Penalty: 3194.295898
	Iteration 27Q: 3 clusters Score -2144180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2144179.000000 Penalty: 3194.295898
	Iteration 28Q: 3 clusters Score -2144179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2144181.250000 Penalty: 3194.295898
	Iteration 29Q: 3 clusters Score -2144181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2144183.000000 Penalty: 3194.295898
	Iteration 30Q: 3 clusters Score -2144183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2144183.000000 Penalty: 3194.295898
	Iteration 31Q: 3 clusters Score -2144183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2144185.250000 Penalty: 3194.295898
	Iteration 32Q: 3 clusters Score -2144185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2144185.750000 Penalty: 3194.295898
	Iteration 33Q: 3 clusters Score -2144186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2144185.750000 Penalty: 3194.295898
	Iteration 34F: 3 clusters Score -2144186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Entering Unmasked Estep 
Score: -471546.750000 Penalty: 1361.563110
	Iteration 0F: 2 clusters Score -471546.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -467973.687500 Penalty: 2723.126221
	Iteration 0F: 3 clusters Score -467973.7 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -469185.156250 Penalty: 2723.126221
	Iteration 1F: 3 clusters Score -469185.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -469690.062500 Penalty: 2723.126221
	Iteration 2F: 3 clusters Score -469690.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -470130.093750 Penalty: 2723.126221
	Iteration 3F: 3 clusters Score -470130.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -470434.500000 Penalty: 2723.126221
	Iteration 4F: 3 clusters Score -470434.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -470673.875000 Penalty: 2723.126221
	Iteration 5F: 3 clusters Score -470673.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -470831.625000 Penalty: 2723.126221
	Iteration 6Q: 3 clusters Score -470831.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -470906.937500 Penalty: 2723.126221
	Iteration 7Q: 3 clusters Score -470906.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -470953.562500 Penalty: 2723.126221
	Iteration 8Q: 3 clusters Score -470953.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -470978.625000 Penalty: 2723.126221
	Iteration 9Q: 3 clusters Score -470978.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -471002.250000 Penalty: 2723.126221
	Iteration 10Q: 3 clusters Score -471002.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -471016.281250 Penalty: 2723.126221
	Iteration 11Q: 3 clusters Score -471016.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -471027.343750 Penalty: 2723.126221
	Iteration 12Q: 3 clusters Score -471027.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -471035.562500 Penalty: 2723.126221
	Iteration 13Q: 3 clusters Score -471035.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -471041.906250 Penalty: 2723.126221
	Iteration 14Q: 3 clusters Score -471041.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -471046.125000 Penalty: 2723.126221
	Iteration 15Q: 3 clusters Score -471046.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -471052.781250 Penalty: 2723.126221
	Iteration 16Q: 3 clusters Score -471052.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -471059.375000 Penalty: 2723.126221
	Iteration 17Q: 3 clusters Score -471059.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -471066.250000 Penalty: 2723.126221
	Iteration 18Q: 3 clusters Score -471066.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -471077.437500 Penalty: 2723.126221
	Iteration 19Q: 3 clusters Score -471077.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -471086.718750 Penalty: 2723.126221
	Iteration 20F: 3 clusters Score -471086.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -471094.218750 Penalty: 2723.126221
	Iteration 21Q: 3 clusters Score -471094.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -471106.906250 Penalty: 2723.126221
	Iteration 22Q: 3 clusters Score -471106.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -471114.656250 Penalty: 2723.126221
	Iteration 23Q: 3 clusters Score -471114.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -471118.531250 Penalty: 2723.126221
	Iteration 24Q: 3 clusters Score -471118.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -471121.687500 Penalty: 2723.126221
	Iteration 25Q: 3 clusters Score -471121.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -471124.218750 Penalty: 2723.126221
	Iteration 26Q: 3 clusters Score -471124.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -471126.843750 Penalty: 2723.126221
	Iteration 27Q: 3 clusters Score -471126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -471130.906250 Penalty: 2723.126221
	Iteration 28Q: 3 clusters Score -471130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -471133.593750 Penalty: 2723.126221
	Iteration 29Q: 3 clusters Score -471133.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -471135.562500 Penalty: 2723.126221
	Iteration 30Q: 3 clusters Score -471135.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -471139.937500 Penalty: 2723.126221
	Iteration 31Q: 3 clusters Score -471139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -471141.500000 Penalty: 2723.126221
	Iteration 32Q: 3 clusters Score -471141.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -471145.187500 Penalty: 2723.126221
	Iteration 33Q: 3 clusters Score -471145.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -471147.812500 Penalty: 2723.126221
	Iteration 34Q: 3 clusters Score -471147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -471149.312500 Penalty: 2723.126221
	Iteration 35Q: 3 clusters Score -471149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -471152.000000 Penalty: 2723.126221
	Iteration 36Q: 3 clusters Score -471152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -471154.125000 Penalty: 2723.126221
	Iteration 37Q: 3 clusters Score -471154.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -471155.500000 Penalty: 2723.126221
	Iteration 38Q: 3 clusters Score -471155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -471155.562500 Penalty: 2723.126221
	Iteration 39Q: 3 clusters Score -471155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -471156.343750 Penalty: 2723.126221
	Iteration 40F: 3 clusters Score -471156.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -471157.875000 Penalty: 2723.126221
	Iteration 41Q: 3 clusters Score -471157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -471160.437500 Penalty: 2723.126221
	Iteration 42Q: 3 clusters Score -471160.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -471162.718750 Penalty: 2723.126221
	Iteration 43Q: 3 clusters Score -471162.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -471168.718750 Penalty: 2723.126221
	Iteration 44Q: 3 clusters Score -471168.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -471172.468750 Penalty: 2723.126221
	Iteration 45Q: 3 clusters Score -471172.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -471174.687500 Penalty: 2723.126221
	Iteration 46Q: 3 clusters Score -471174.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -471176.062500 Penalty: 2723.126221
	Iteration 47Q: 3 clusters Score -471176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -471176.062500 Penalty: 2723.126221
	Iteration 48F: 3 clusters Score -471176.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Entering Unmasked Estep 
Score: -9644519.000000 Penalty: 1839.718018
	Iteration 0F: 2 clusters Score -9644519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -9589795.000000 Penalty: 3679.436035
	Iteration 0F: 3 clusters Score -9589795 nChanged 39221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -9612059.000000 Penalty: 3679.436035
	Iteration 1F: 3 clusters Score -9612059 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -9612801.000000 Penalty: 3679.436035
	Iteration 2Q: 3 clusters Score -9612801 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -9613955.000000 Penalty: 3679.436035
	Iteration 3Q: 3 clusters Score -9613955 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -9616180.000000 Penalty: 3679.436035
	Iteration 4F: 3 clusters Score -9616180 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -9620489.000000 Penalty: 3679.436035
	Iteration 5F: 3 clusters Score -9620489 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -9627611.000000 Penalty: 3679.436035
	Iteration 6F: 3 clusters Score -9627611 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -9635630.000000 Penalty: 3679.436035
	Iteration 7F: 3 clusters Score -9635630 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -9640519.000000 Penalty: 3679.436035
	Iteration 8F: 3 clusters Score -9640519 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 81956 members 
Entering Unmasked Estep 
Score: -9642269.000000 Penalty: 3679.436035
	Iteration 9Q: 3 clusters Score -9642269 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -9642658.000000 Penalty: 3679.436035
	Iteration 10Q: 3 clusters Score -9642658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
Score: -9642776.000000 Penalty: 3679.436035
	Iteration 11Q: 3 clusters Score -9642776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 82452 members 
Entering Unmasked Estep 
Score: -9642817.000000 Penalty: 3679.436035
	Iteration 12Q: 3 clusters Score -9642817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -9642838.000000 Penalty: 3679.436035
	Iteration 13Q: 3 clusters Score -9642838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -9642842.000000 Penalty: 3679.436035
	Iteration 14Q: 3 clusters Score -9642842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 82456 members 
Entering Unmasked Estep 
Score: -9642839.000000 Penalty: 3679.436035
	Iteration 15Q: 3 clusters Score -9642839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 82456 members 
Entering Unmasked Estep 
Score: -9642839.000000 Penalty: 3679.436035
	Iteration 16F: 3 clusters Score -9642839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -430386.156250 Penalty: 1336.164917
	Iteration 0F: 2 clusters Score -430386.2 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 1849 members 
Entering Unmasked Estep 
Score: -427226.375000 Penalty: 2672.329834
	Iteration 0F: 3 clusters Score -427226.4 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -428040.062500 Penalty: 2672.329834
	Iteration 1F: 3 clusters Score -428040.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -428176.906250 Penalty: 2672.329834
	Iteration 2F: 3 clusters Score -428176.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -428249.000000 Penalty: 2672.329834
	Iteration 3Q: 3 clusters Score -428249 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -428287.468750 Penalty: 2672.329834
	Iteration 4Q: 3 clusters Score -428287.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -428320.843750 Penalty: 2672.329834
	Iteration 5Q: 3 clusters Score -428320.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -428356.281250 Penalty: 2672.329834
	Iteration 6Q: 3 clusters Score -428356.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -428390.375000 Penalty: 2672.329834
	Iteration 7Q: 3 clusters Score -428390.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -428425.281250 Penalty: 2672.329834
	Iteration 8Q: 3 clusters Score -428425.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -428446.937500 Penalty: 2672.329834
	Iteration 9Q: 3 clusters Score -428446.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -428471.437500 Penalty: 2672.329834
	Iteration 10Q: 3 clusters Score -428471.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -428492.000000 Penalty: 2672.329834
	Iteration 11Q: 3 clusters Score -428492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -428514.625000 Penalty: 2672.329834
	Iteration 12Q: 3 clusters Score -428514.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -428535.312500 Penalty: 2672.329834
	Iteration 13Q: 3 clusters Score -428535.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -428556.375000 Penalty: 2672.329834
	Iteration 14Q: 3 clusters Score -428556.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -428571.093750 Penalty: 2672.329834
	Iteration 15Q: 3 clusters Score -428571.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -428588.093750 Penalty: 2672.329834
	Iteration 16Q: 3 clusters Score -428588.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -428601.906250 Penalty: 2672.329834
	Iteration 17Q: 3 clusters Score -428601.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -428620.750000 Penalty: 2672.329834
	Iteration 18Q: 3 clusters Score -428620.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -428636.468750 Penalty: 2672.329834
	Iteration 19Q: 3 clusters Score -428636.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -428652.468750 Penalty: 2672.329834
	Iteration 20F: 3 clusters Score -428652.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -428670.875000 Penalty: 2672.329834
	Iteration 21Q: 3 clusters Score -428670.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -428693.781250 Penalty: 2672.329834
	Iteration 22Q: 3 clusters Score -428693.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -428714.687500 Penalty: 2672.329834
	Iteration 23Q: 3 clusters Score -428714.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -428732.718750 Penalty: 2672.329834
	Iteration 24Q: 3 clusters Score -428732.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -428755.093750 Penalty: 2672.329834
	Iteration 25Q: 3 clusters Score -428755.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -428783.812500 Penalty: 2672.329834
	Iteration 26Q: 3 clusters Score -428783.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -428820.312500 Penalty: 2672.329834
	Iteration 27Q: 3 clusters Score -428820.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -428860.906250 Penalty: 2672.329834
	Iteration 28Q: 3 clusters Score -428860.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -428893.468750 Penalty: 2672.329834
	Iteration 29Q: 3 clusters Score -428893.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -428922.468750 Penalty: 2672.329834
	Iteration 30Q: 3 clusters Score -428922.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -428945.093750 Penalty: 2672.329834
	Iteration 31Q: 3 clusters Score -428945.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -428964.875000 Penalty: 2672.329834
	Iteration 32Q: 3 clusters Score -428964.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -428978.375000 Penalty: 2672.329834
	Iteration 33Q: 3 clusters Score -428978.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -428991.843750 Penalty: 2672.329834
	Iteration 34Q: 3 clusters Score -428991.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -429006.531250 Penalty: 2672.329834
	Iteration 35Q: 3 clusters Score -429006.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -429016.937500 Penalty: 2672.329834
	Iteration 36Q: 3 clusters Score -429016.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -429025.625000 Penalty: 2672.329834
	Iteration 37Q: 3 clusters Score -429025.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -429028.312500 Penalty: 2672.329834
	Iteration 38Q: 3 clusters Score -429028.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -429031.875000 Penalty: 2672.329834
	Iteration 39Q: 3 clusters Score -429031.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -429038.843750 Penalty: 2672.329834
	Iteration 40F: 3 clusters Score -429038.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -429046.156250 Penalty: 2672.329834
	Iteration 41Q: 3 clusters Score -429046.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -429050.218750 Penalty: 2672.329834
	Iteration 42Q: 3 clusters Score -429050.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -429054.500000 Penalty: 2672.329834
	Iteration 43Q: 3 clusters Score -429054.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -429058.125000 Penalty: 2672.329834
	Iteration 44Q: 3 clusters Score -429058.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -429063.187500 Penalty: 2672.329834
	Iteration 45Q: 3 clusters Score -429063.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -429068.906250 Penalty: 2672.329834
	Iteration 46Q: 3 clusters Score -429068.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -429071.687500 Penalty: 2672.329834
	Iteration 47Q: 3 clusters Score -429071.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -429073.437500 Penalty: 2672.329834
	Iteration 48Q: 3 clusters Score -429073.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -429074.187500 Penalty: 2672.329834
	Iteration 49Q: 3 clusters Score -429074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -429075.250000 Penalty: 2672.329834
	Iteration 50Q: 3 clusters Score -429075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -429076.000000 Penalty: 2672.329834
	Iteration 51Q: 3 clusters Score -429076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -429076.000000 Penalty: 2672.329834
	Iteration 52F: 3 clusters Score -429076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -240610.562500 Penalty: 1256.438721
	Iteration 0F: 2 clusters Score -240610.6 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 1143 members 
Entering Unmasked Estep 
Score: -238444.609375 Penalty: 2512.877441
	Iteration 0F: 3 clusters Score -238444.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -239068.812500 Penalty: 2512.877441
	Iteration 1F: 3 clusters Score -239068.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -239335.078125 Penalty: 2512.877441
	Iteration 2F: 3 clusters Score -239335.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -239590.578125 Penalty: 2512.877441
	Iteration 3F: 3 clusters Score -239590.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -239988.484375 Penalty: 2512.877441
	Iteration 4F: 3 clusters Score -239988.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -240508.296875 Penalty: 2512.877441
	Iteration 5F: 3 clusters Score -240508.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -240867.921875 Penalty: 2512.877441
	Iteration 6F: 3 clusters Score -240867.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -241204.359375 Penalty: 2512.877441
	Iteration 7F: 3 clusters Score -241204.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -241338.421875 Penalty: 2512.877441
	Iteration 8Q: 3 clusters Score -241338.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -241391.609375 Penalty: 2512.877441
	Iteration 9Q: 3 clusters Score -241391.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -241405.890625 Penalty: 2512.877441
	Iteration 10Q: 3 clusters Score -241405.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -241409.515625 Penalty: 2512.877441
	Iteration 11Q: 3 clusters Score -241409.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -241409.515625 Penalty: 2512.877441
	Iteration 12F: 3 clusters Score -241409.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 14876 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 142373 members 
Mstep: Class 6 contains 146483 members 
Mstep: Class 7 contains 18557 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 82565 members 
Mstep: Class 10 contains 3724 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 10517 members 
Mstep: Class 13 contains 6232 members 
Mstep: Class 14 contains 46587 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 85706 members 
Mstep: Class 19 contains 87265 members 
Mstep: Class 20 contains 38591 members 
Mstep: Class 21 contains 11096 members 
Mstep: Class 22 contains 72565 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 64314 members 
Mstep: Class 26 contains 13428 members 
Mstep: Class 27 contains 21193 members 
Mstep: Class 28 contains 485 members 
Entering Unmasked Estep 
Score: -102110992.000000 Penalty: 62435.281250
Splitting cluster 11 changes total score from -102111528.000000 to -102110992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (10517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Entering Unmasked Estep 
Score: -1216651.375000 Penalty: 1504.871582
	Iteration 0F: 2 clusters Score -1216651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1209198.750000 Penalty: 3009.743164
	Iteration 0F: 3 clusters Score -1209199 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1211601.500000 Penalty: 3009.743164
	Iteration 1F: 3 clusters Score -1211602 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1211810.875000 Penalty: 3009.743164
	Iteration 2F: 3 clusters Score -1211811 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1211971.375000 Penalty: 3009.743164
	Iteration 3Q: 3 clusters Score -1211971 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1212101.375000 Penalty: 3009.743164
	Iteration 4Q: 3 clusters Score -1212101 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1212197.250000 Penalty: 3009.743164
	Iteration 5Q: 3 clusters Score -1212197 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1212276.500000 Penalty: 3009.743164
	Iteration 6Q: 3 clusters Score -1212276 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1212344.125000 Penalty: 3009.743164
	Iteration 7Q: 3 clusters Score -1212344 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1212411.250000 Penalty: 3009.743164
	Iteration 8Q: 3 clusters Score -1212411 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1212498.500000 Penalty: 3009.743164
	Iteration 9Q: 3 clusters Score -1212498 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1212600.625000 Penalty: 3009.743164
	Iteration 10Q: 3 clusters Score -1212601 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1212714.750000 Penalty: 3009.743164
	Iteration 11Q: 3 clusters Score -1212715 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1212880.250000 Penalty: 3009.743164
	Iteration 12Q: 3 clusters Score -1212880 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1213148.125000 Penalty: 3009.743164
	Iteration 13Q: 3 clusters Score -1213148 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1213481.000000 Penalty: 3009.743164
	Iteration 14Q: 3 clusters Score -1213481 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1213835.250000 Penalty: 3009.743164
	Iteration 15Q: 3 clusters Score -1213835 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1214117.375000 Penalty: 3009.743164
	Iteration 16Q: 3 clusters Score -1214117 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1214289.125000 Penalty: 3009.743164
	Iteration 17Q: 3 clusters Score -1214289 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1214407.000000 Penalty: 3009.743164
	Iteration 18Q: 3 clusters Score -1214407 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1214488.125000 Penalty: 3009.743164
	Iteration 19Q: 3 clusters Score -1214488 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1214554.625000 Penalty: 3009.743164
	Iteration 20F: 3 clusters Score -1214555 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1214604.250000 Penalty: 3009.743164
	Iteration 21Q: 3 clusters Score -1214604 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1214647.375000 Penalty: 3009.743164
	Iteration 22Q: 3 clusters Score -1214647 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1214675.000000 Penalty: 3009.743164
	Iteration 23Q: 3 clusters Score -1214675 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1214700.000000 Penalty: 3009.743164
	Iteration 24Q: 3 clusters Score -1214700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1214728.125000 Penalty: 3009.743164
	Iteration 25Q: 3 clusters Score -1214728 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1214764.125000 Penalty: 3009.743164
	Iteration 26Q: 3 clusters Score -1214764 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1214795.375000 Penalty: 3009.743164
	Iteration 27Q: 3 clusters Score -1214795 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1214829.250000 Penalty: 3009.743164
	Iteration 28Q: 3 clusters Score -1214829 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1214862.500000 Penalty: 3009.743164
	Iteration 29Q: 3 clusters Score -1214862 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1214888.250000 Penalty: 3009.743164
	Iteration 30Q: 3 clusters Score -1214888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1214916.625000 Penalty: 3009.743164
	Iteration 31Q: 3 clusters Score -1214917 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1214947.500000 Penalty: 3009.743164
	Iteration 32Q: 3 clusters Score -1214948 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1214972.125000 Penalty: 3009.743164
	Iteration 33Q: 3 clusters Score -1214972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1214999.750000 Penalty: 3009.743164
	Iteration 34Q: 3 clusters Score -1215000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1215022.250000 Penalty: 3009.743164
	Iteration 35Q: 3 clusters Score -1215022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1215039.500000 Penalty: 3009.743164
	Iteration 36Q: 3 clusters Score -1215040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1215049.125000 Penalty: 3009.743164
	Iteration 37Q: 3 clusters Score -1215049 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1215063.625000 Penalty: 3009.743164
	Iteration 38Q: 3 clusters Score -1215064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1215073.375000 Penalty: 3009.743164
	Iteration 39Q: 3 clusters Score -1215073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1215081.500000 Penalty: 3009.743164
	Iteration 40F: 3 clusters Score -1215082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1215092.625000 Penalty: 3009.743164
	Iteration 41Q: 3 clusters Score -1215093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1215098.750000 Penalty: 3009.743164
	Iteration 42Q: 3 clusters Score -1215099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1215104.625000 Penalty: 3009.743164
	Iteration 43Q: 3 clusters Score -1215105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1215114.000000 Penalty: 3009.743164
	Iteration 44Q: 3 clusters Score -1215114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1215119.000000 Penalty: 3009.743164
	Iteration 45Q: 3 clusters Score -1215119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1215129.125000 Penalty: 3009.743164
	Iteration 46Q: 3 clusters Score -1215129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1215138.500000 Penalty: 3009.743164
	Iteration 47Q: 3 clusters Score -1215138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1215145.250000 Penalty: 3009.743164
	Iteration 48Q: 3 clusters Score -1215145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1215151.625000 Penalty: 3009.743164
	Iteration 49Q: 3 clusters Score -1215152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1215153.500000 Penalty: 3009.743164
	Iteration 50Q: 3 clusters Score -1215154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1215160.750000 Penalty: 3009.743164
	Iteration 51Q: 3 clusters Score -1215161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1215164.875000 Penalty: 3009.743164
	Iteration 52Q: 3 clusters Score -1215165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1215168.250000 Penalty: 3009.743164
	Iteration 53Q: 3 clusters Score -1215168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1215169.750000 Penalty: 3009.743164
	Iteration 54Q: 3 clusters Score -1215170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1215173.375000 Penalty: 3009.743164
	Iteration 55Q: 3 clusters Score -1215173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1215175.375000 Penalty: 3009.743164
	Iteration 56Q: 3 clusters Score -1215175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1215181.750000 Penalty: 3009.743164
	Iteration 57Q: 3 clusters Score -1215182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1215185.375000 Penalty: 3009.743164
	Iteration 58Q: 3 clusters Score -1215185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1215191.250000 Penalty: 3009.743164
	Iteration 59Q: 3 clusters Score -1215191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1215197.250000 Penalty: 3009.743164
	Iteration 60F: 3 clusters Score -1215197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1215206.625000 Penalty: 3009.743164
	Iteration 61Q: 3 clusters Score -1215207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1215210.750000 Penalty: 3009.743164
	Iteration 62Q: 3 clusters Score -1215211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1215216.500000 Penalty: 3009.743164
	Iteration 63Q: 3 clusters Score -1215216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1215219.375000 Penalty: 3009.743164
	Iteration 64Q: 3 clusters Score -1215219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1215221.375000 Penalty: 3009.743164
	Iteration 65Q: 3 clusters Score -1215221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1215223.625000 Penalty: 3009.743164
	Iteration 66Q: 3 clusters Score -1215224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1215225.875000 Penalty: 3009.743164
	Iteration 67Q: 3 clusters Score -1215226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1215226.625000 Penalty: 3009.743164
	Iteration 68Q: 3 clusters Score -1215227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1215228.750000 Penalty: 3009.743164
	Iteration 69Q: 3 clusters Score -1215229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1215228.750000 Penalty: 3009.743164
	Iteration 70F: 3 clusters Score -1215229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Entering Unmasked Estep 
Score: -719007.687500 Penalty: 1419.836060
	Iteration 0F: 2 clusters Score -719007.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -714216.312500 Penalty: 2839.672119
	Iteration 0F: 3 clusters Score -714216.3 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -715600.125000 Penalty: 2839.672119
	Iteration 1F: 3 clusters Score -715600.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -715797.875000 Penalty: 2839.672119
	Iteration 2F: 3 clusters Score -715797.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -715946.937500 Penalty: 2839.672119
	Iteration 3F: 3 clusters Score -715946.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -716060.437500 Penalty: 2839.672119
	Iteration 4Q: 3 clusters Score -716060.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -716152.562500 Penalty: 2839.672119
	Iteration 5Q: 3 clusters Score -716152.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -716232.125000 Penalty: 2839.672119
	Iteration 6Q: 3 clusters Score -716232.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -716307.812500 Penalty: 2839.672119
	Iteration 7Q: 3 clusters Score -716307.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -716379.750000 Penalty: 2839.672119
	Iteration 8Q: 3 clusters Score -716379.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -716464.625000 Penalty: 2839.672119
	Iteration 9Q: 3 clusters Score -716464.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -716575.250000 Penalty: 2839.672119
	Iteration 10Q: 3 clusters Score -716575.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -716699.062500 Penalty: 2839.672119
	Iteration 11Q: 3 clusters Score -716699.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -716830.625000 Penalty: 2839.672119
	Iteration 12Q: 3 clusters Score -716830.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -716959.500000 Penalty: 2839.672119
	Iteration 13Q: 3 clusters Score -716959.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -717085.687500 Penalty: 2839.672119
	Iteration 14Q: 3 clusters Score -717085.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -717188.437500 Penalty: 2839.672119
	Iteration 15Q: 3 clusters Score -717188.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -717265.812500 Penalty: 2839.672119
	Iteration 16Q: 3 clusters Score -717265.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -717318.625000 Penalty: 2839.672119
	Iteration 17Q: 3 clusters Score -717318.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -717357.250000 Penalty: 2839.672119
	Iteration 18Q: 3 clusters Score -717357.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -717379.375000 Penalty: 2839.672119
	Iteration 19Q: 3 clusters Score -717379.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -717397.875000 Penalty: 2839.672119
	Iteration 20F: 3 clusters Score -717397.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -717414.000000 Penalty: 2839.672119
	Iteration 21Q: 3 clusters Score -717414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -717427.437500 Penalty: 2839.672119
	Iteration 22Q: 3 clusters Score -717427.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -717435.187500 Penalty: 2839.672119
	Iteration 23Q: 3 clusters Score -717435.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -717443.000000 Penalty: 2839.672119
	Iteration 24Q: 3 clusters Score -717443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -717449.375000 Penalty: 2839.672119
	Iteration 25Q: 3 clusters Score -717449.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -717457.125000 Penalty: 2839.672119
	Iteration 26Q: 3 clusters Score -717457.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -717463.812500 Penalty: 2839.672119
	Iteration 27Q: 3 clusters Score -717463.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -717468.875000 Penalty: 2839.672119
	Iteration 28Q: 3 clusters Score -717468.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -717472.625000 Penalty: 2839.672119
	Iteration 29Q: 3 clusters Score -717472.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -717475.687500 Penalty: 2839.672119
	Iteration 30Q: 3 clusters Score -717475.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -717476.312500 Penalty: 2839.672119
	Iteration 31Q: 3 clusters Score -717476.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -717475.875000 Penalty: 2839.672119
	Iteration 32Q: 3 clusters Score -717475.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -717476.437500 Penalty: 2839.672119
	Iteration 33Q: 3 clusters Score -717476.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -717476.187500 Penalty: 2839.672119
	Iteration 34Q: 3 clusters Score -717476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -717478.437500 Penalty: 2839.672119
	Iteration 35Q: 3 clusters Score -717478.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -717478.000000 Penalty: 2839.672119
	Iteration 36Q: 3 clusters Score -717478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -717477.687500 Penalty: 2839.672119
	Iteration 37Q: 3 clusters Score -717477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -717477.750000 Penalty: 2839.672119
	Iteration 38Q: 3 clusters Score -717477.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -717477.687500 Penalty: 2839.672119
	Iteration 39Q: 3 clusters Score -717477.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -717477.250000 Penalty: 2839.672119
	Iteration 40F: 3 clusters Score -717477.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -717481.000000 Penalty: 2839.672119
	Iteration 41Q: 3 clusters Score -717481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -717481.687500 Penalty: 2839.672119
	Iteration 42Q: 3 clusters Score -717481.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -717481.000000 Penalty: 2839.672119
	Iteration 43Q: 3 clusters Score -717481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -717482.500000 Penalty: 2839.672119
	Iteration 44Q: 3 clusters Score -717482.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -717483.250000 Penalty: 2839.672119
	Iteration 45Q: 3 clusters Score -717483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -717482.812500 Penalty: 2839.672119
	Iteration 46Q: 3 clusters Score -717482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -717484.312500 Penalty: 2839.672119
	Iteration 47Q: 3 clusters Score -717484.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -717484.062500 Penalty: 2839.672119
	Iteration 48Q: 3 clusters Score -717484.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -717486.875000 Penalty: 2839.672119
	Iteration 49Q: 3 clusters Score -717486.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -717486.500000 Penalty: 2839.672119
	Iteration 50Q: 3 clusters Score -717486.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -717487.062500 Penalty: 2839.672119
	Iteration 51Q: 3 clusters Score -717487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -717486.687500 Penalty: 2839.672119
	Iteration 52Q: 3 clusters Score -717486.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -717486.687500 Penalty: 2839.672119
	Iteration 53F: 3 clusters Score -717486.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Entering Unmasked Estep 
Score: -5343015.500000 Penalty: 1746.724976
	Iteration 0F: 2 clusters Score -5343016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -5311897.500000 Penalty: 3493.449951
	Iteration 0F: 3 clusters Score -5311898 nChanged 21685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -5324269.500000 Penalty: 3493.449951
	Iteration 1F: 3 clusters Score -5324270 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -5324822.500000 Penalty: 3493.449951
	Iteration 2Q: 3 clusters Score -5324822 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -5325435.500000 Penalty: 3493.449951
	Iteration 3Q: 3 clusters Score -5325436 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -5326110.500000 Penalty: 3493.449951
	Iteration 4Q: 3 clusters Score -5326110 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -5326857.500000 Penalty: 3493.449951
	Iteration 5Q: 3 clusters Score -5326858 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -5327728.500000 Penalty: 3493.449951
	Iteration 6Q: 3 clusters Score -5327728 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -5328794.500000 Penalty: 3493.449951
	Iteration 7Q: 3 clusters Score -5328794 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -5330311.500000 Penalty: 3493.449951
	Iteration 8F: 3 clusters Score -5330312 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -5332260.000000 Penalty: 3493.449951
	Iteration 9F: 3 clusters Score -5332260 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -5334596.000000 Penalty: 3493.449951
	Iteration 10F: 3 clusters Score -5334596 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -5336953.000000 Penalty: 3493.449951
	Iteration 11F: 3 clusters Score -5336953 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -5338578.000000 Penalty: 3493.449951
	Iteration 12Q: 3 clusters Score -5338578 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -5339516.500000 Penalty: 3493.449951
	Iteration 13Q: 3 clusters Score -5339516 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -5340057.000000 Penalty: 3493.449951
	Iteration 14Q: 3 clusters Score -5340057 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -5340409.500000 Penalty: 3493.449951
	Iteration 15Q: 3 clusters Score -5340410 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5340683.500000 Penalty: 3493.449951
	Iteration 16Q: 3 clusters Score -5340684 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5340909.000000 Penalty: 3493.449951
	Iteration 17Q: 3 clusters Score -5340909 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5341055.000000 Penalty: 3493.449951
	Iteration 18Q: 3 clusters Score -5341055 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5341158.500000 Penalty: 3493.449951
	Iteration 19Q: 3 clusters Score -5341158 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5341244.500000 Penalty: 3493.449951
	Iteration 20F: 3 clusters Score -5341244 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5341330.500000 Penalty: 3493.449951
	Iteration 21Q: 3 clusters Score -5341330 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5341397.500000 Penalty: 3493.449951
	Iteration 22Q: 3 clusters Score -5341398 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5341459.500000 Penalty: 3493.449951
	Iteration 23Q: 3 clusters Score -5341460 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5341499.000000 Penalty: 3493.449951
	Iteration 24Q: 3 clusters Score -5341499 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5341530.000000 Penalty: 3493.449951
	Iteration 25Q: 3 clusters Score -5341530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5341540.000000 Penalty: 3493.449951
	Iteration 26Q: 3 clusters Score -5341540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5341567.000000 Penalty: 3493.449951
	Iteration 27Q: 3 clusters Score -5341567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5341594.500000 Penalty: 3493.449951
	Iteration 28Q: 3 clusters Score -5341594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5341602.500000 Penalty: 3493.449951
	Iteration 29Q: 3 clusters Score -5341602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5341620.500000 Penalty: 3493.449951
	Iteration 30Q: 3 clusters Score -5341620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5341642.500000 Penalty: 3493.449951
	Iteration 31Q: 3 clusters Score -5341642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5341661.500000 Penalty: 3493.449951
	Iteration 32Q: 3 clusters Score -5341662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5341665.500000 Penalty: 3493.449951
	Iteration 33Q: 3 clusters Score -5341666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5341676.500000 Penalty: 3493.449951
	Iteration 34Q: 3 clusters Score -5341676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5341671.500000 Penalty: 3493.449951
	Iteration 35Q: 3 clusters Score -5341672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5341676.500000 Penalty: 3493.449951
	Iteration 36Q: 3 clusters Score -5341676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5341681.000000 Penalty: 3493.449951
	Iteration 37Q: 3 clusters Score -5341681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5341693.000000 Penalty: 3493.449951
	Iteration 38Q: 3 clusters Score -5341693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5341686.000000 Penalty: 3493.449951
	Iteration 39Q: 3 clusters Score -5341686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5341692.000000 Penalty: 3493.449951
	Iteration 40F: 3 clusters Score -5341692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5341698.000000 Penalty: 3493.449951
	Iteration 41Q: 3 clusters Score -5341698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5341704.000000 Penalty: 3493.449951
	Iteration 42Q: 3 clusters Score -5341704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5341718.000000 Penalty: 3493.449951
	Iteration 43Q: 3 clusters Score -5341718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5341720.000000 Penalty: 3493.449951
	Iteration 44Q: 3 clusters Score -5341720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5341720.000000 Penalty: 3493.449951
	Iteration 45Q: 3 clusters Score -5341720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5341727.500000 Penalty: 3493.449951
	Iteration 46Q: 3 clusters Score -5341728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5341723.500000 Penalty: 3493.449951
	Iteration 47Q: 3 clusters Score -5341724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5341726.500000 Penalty: 3493.449951
	Iteration 48Q: 3 clusters Score -5341726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5341726.500000 Penalty: 3493.449951
	Iteration 49Q: 3 clusters Score -5341726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5341727.500000 Penalty: 3493.449951
	Iteration 50Q: 3 clusters Score -5341728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5341726.500000 Penalty: 3493.449951
	Iteration 51Q: 3 clusters Score -5341726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5341723.000000 Penalty: 3493.449951
	Iteration 52Q: 3 clusters Score -5341723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5341727.000000 Penalty: 3493.449951
	Iteration 53Q: 3 clusters Score -5341727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5341731.000000 Penalty: 3493.449951
	Iteration 54Q: 3 clusters Score -5341731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5341729.000000 Penalty: 3493.449951
	Iteration 55Q: 3 clusters Score -5341729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5341730.000000 Penalty: 3493.449951
	Iteration 56Q: 3 clusters Score -5341730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5341725.000000 Penalty: 3493.449951
	Iteration 57Q: 3 clusters Score -5341725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5341732.500000 Penalty: 3493.449951
	Iteration 58Q: 3 clusters Score -5341732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5341735.500000 Penalty: 3493.449951
	Iteration 59Q: 3 clusters Score -5341736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5341740.000000 Penalty: 3493.449951
	Iteration 60F: 3 clusters Score -5341740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5341742.000000 Penalty: 3493.449951
	Iteration 61Q: 3 clusters Score -5341742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5341750.500000 Penalty: 3493.449951
	Iteration 62Q: 3 clusters Score -5341750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5341750.500000 Penalty: 3493.449951
	Iteration 63Q: 3 clusters Score -5341750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5341760.500000 Penalty: 3493.449951
	Iteration 64Q: 3 clusters Score -5341760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5341756.500000 Penalty: 3493.449951
	Iteration 65Q: 3 clusters Score -5341756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5341759.000000 Penalty: 3493.449951
	Iteration 66Q: 3 clusters Score -5341759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5341762.500000 Penalty: 3493.449951
	Iteration 67Q: 3 clusters Score -5341762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5341764.000000 Penalty: 3493.449951
	Iteration 68Q: 3 clusters Score -5341764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5341768.000000 Penalty: 3493.449951
	Iteration 69Q: 3 clusters Score -5341768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5341773.500000 Penalty: 3493.449951
	Iteration 70Q: 3 clusters Score -5341774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5341769.000000 Penalty: 3493.449951
	Iteration 71Q: 3 clusters Score -5341769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5341771.500000 Penalty: 3493.449951
	Iteration 72Q: 3 clusters Score -5341772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5341770.500000 Penalty: 3493.449951
	Iteration 73Q: 3 clusters Score -5341770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5341770.500000 Penalty: 3493.449951
	Iteration 74Q: 3 clusters Score -5341770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5341767.500000 Penalty: 3493.449951
	Iteration 75Q: 3 clusters Score -5341768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5341773.500000 Penalty: 3493.449951
	Iteration 76Q: 3 clusters Score -5341774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5341769.500000 Penalty: 3493.449951
	Iteration 77Q: 3 clusters Score -5341770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5341769.500000 Penalty: 3493.449951
	Iteration 78F: 3 clusters Score -5341770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Entering Unmasked Estep 
Score: -460462.156250 Penalty: 1346.518799
	Iteration 0F: 2 clusters Score -460462.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -457112.062500 Penalty: 2693.037598
	Iteration 0F: 3 clusters Score -457112.1 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -457998.312500 Penalty: 2693.037598
	Iteration 1F: 3 clusters Score -457998.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -458190.812500 Penalty: 2693.037598
	Iteration 2F: 3 clusters Score -458190.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -458304.375000 Penalty: 2693.037598
	Iteration 3Q: 3 clusters Score -458304.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -458398.531250 Penalty: 2693.037598
	Iteration 4Q: 3 clusters Score -458398.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -458481.500000 Penalty: 2693.037598
	Iteration 5Q: 3 clusters Score -458481.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -458578.968750 Penalty: 2693.037598
	Iteration 6Q: 3 clusters Score -458579 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -458695.031250 Penalty: 2693.037598
	Iteration 7Q: 3 clusters Score -458695 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -458819.562500 Penalty: 2693.037598
	Iteration 8Q: 3 clusters Score -458819.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -458949.656250 Penalty: 2693.037598
	Iteration 9Q: 3 clusters Score -458949.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -459106.687500 Penalty: 2693.037598
	Iteration 10Q: 3 clusters Score -459106.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -459220.312500 Penalty: 2693.037598
	Iteration 11Q: 3 clusters Score -459220.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -459304.468750 Penalty: 2693.037598
	Iteration 12Q: 3 clusters Score -459304.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -459361.937500 Penalty: 2693.037598
	Iteration 13Q: 3 clusters Score -459361.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -459387.312500 Penalty: 2693.037598
	Iteration 14Q: 3 clusters Score -459387.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -459402.468750 Penalty: 2693.037598
	Iteration 15Q: 3 clusters Score -459402.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -459410.343750 Penalty: 2693.037598
	Iteration 16Q: 3 clusters Score -459410.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -459414.500000 Penalty: 2693.037598
	Iteration 17Q: 3 clusters Score -459414.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -459418.250000 Penalty: 2693.037598
	Iteration 18Q: 3 clusters Score -459418.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -459421.281250 Penalty: 2693.037598
	Iteration 19Q: 3 clusters Score -459421.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -459422.687500 Penalty: 2693.037598
	Iteration 20F: 3 clusters Score -459422.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -459424.687500 Penalty: 2693.037598
	Iteration 21Q: 3 clusters Score -459424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -459427.406250 Penalty: 2693.037598
	Iteration 22Q: 3 clusters Score -459427.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -459429.125000 Penalty: 2693.037598
	Iteration 23Q: 3 clusters Score -459429.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -459430.406250 Penalty: 2693.037598
	Iteration 24Q: 3 clusters Score -459430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -459431.500000 Penalty: 2693.037598
	Iteration 25Q: 3 clusters Score -459431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -459432.937500 Penalty: 2693.037598
	Iteration 26Q: 3 clusters Score -459432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -459434.593750 Penalty: 2693.037598
	Iteration 27Q: 3 clusters Score -459434.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -459436.750000 Penalty: 2693.037598
	Iteration 28Q: 3 clusters Score -459436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -459438.375000 Penalty: 2693.037598
	Iteration 29Q: 3 clusters Score -459438.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -459439.375000 Penalty: 2693.037598
	Iteration 30Q: 3 clusters Score -459439.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -459440.968750 Penalty: 2693.037598
	Iteration 31Q: 3 clusters Score -459441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -459440.968750 Penalty: 2693.037598
	Iteration 32F: 3 clusters Score -459441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Entering Unmasked Estep 
Score: -196960.312500 Penalty: 1217.211060
	Iteration 0F: 2 clusters Score -196960.3 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 927 members 
Entering Unmasked Estep 
Score: -194985.390625 Penalty: 2434.422119
	Iteration 0F: 3 clusters Score -194985.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -195373.703125 Penalty: 2434.422119
	Iteration 1F: 3 clusters Score -195373.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -195472.125000 Penalty: 2434.422119
	Iteration 2F: 3 clusters Score -195472.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -195520.218750 Penalty: 2434.422119
	Iteration 3Q: 3 clusters Score -195520.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -195557.234375 Penalty: 2434.422119
	Iteration 4Q: 3 clusters Score -195557.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -195582.421875 Penalty: 2434.422119
	Iteration 5Q: 3 clusters Score -195582.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -195607.328125 Penalty: 2434.422119
	Iteration 6Q: 3 clusters Score -195607.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -195628.093750 Penalty: 2434.422119
	Iteration 7Q: 3 clusters Score -195628.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -195649.453125 Penalty: 2434.422119
	Iteration 8Q: 3 clusters Score -195649.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -195676.703125 Penalty: 2434.422119
	Iteration 9Q: 3 clusters Score -195676.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -195699.218750 Penalty: 2434.422119
	Iteration 10Q: 3 clusters Score -195699.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -195719.953125 Penalty: 2434.422119
	Iteration 11Q: 3 clusters Score -195720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -195736.078125 Penalty: 2434.422119
	Iteration 12Q: 3 clusters Score -195736.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -195750.625000 Penalty: 2434.422119
	Iteration 13Q: 3 clusters Score -195750.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -195765.718750 Penalty: 2434.422119
	Iteration 14Q: 3 clusters Score -195765.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -195776.828125 Penalty: 2434.422119
	Iteration 15Q: 3 clusters Score -195776.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -195789.406250 Penalty: 2434.422119
	Iteration 16Q: 3 clusters Score -195789.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -195802.921875 Penalty: 2434.422119
	Iteration 17Q: 3 clusters Score -195802.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -195813.343750 Penalty: 2434.422119
	Iteration 18Q: 3 clusters Score -195813.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -195819.468750 Penalty: 2434.422119
	Iteration 19Q: 3 clusters Score -195819.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -195823.078125 Penalty: 2434.422119
	Iteration 20F: 3 clusters Score -195823.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -195827.734375 Penalty: 2434.422119
	Iteration 21Q: 3 clusters Score -195827.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -195831.609375 Penalty: 2434.422119
	Iteration 22Q: 3 clusters Score -195831.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -195835.218750 Penalty: 2434.422119
	Iteration 23Q: 3 clusters Score -195835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -195840.015625 Penalty: 2434.422119
	Iteration 24Q: 3 clusters Score -195840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -195842.515625 Penalty: 2434.422119
	Iteration 25Q: 3 clusters Score -195842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -195844.640625 Penalty: 2434.422119
	Iteration 26Q: 3 clusters Score -195844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -195848.234375 Penalty: 2434.422119
	Iteration 27Q: 3 clusters Score -195848.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -195848.906250 Penalty: 2434.422119
	Iteration 28Q: 3 clusters Score -195848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -195849.187500 Penalty: 2434.422119
	Iteration 29Q: 3 clusters Score -195849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -195849.187500 Penalty: 2434.422119
	Iteration 30F: 3 clusters Score -195849.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -18510.517578 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -18510.52 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 101 members 
Entering Unmasked Estep 
Score: -17822.097656 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -17822.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17981.208984 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -17981.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18015.001953 Penalty: 1731.559692
	Iteration 2Q: 3 clusters Score -18015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18028.238281 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -18028.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18030.376953 Penalty: 1731.559692
	Iteration 4Q: 3 clusters Score -18030.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18030.376953 Penalty: 1731.559692
	Iteration 5F: 3 clusters Score -18030.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (85706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85706 members 
Entering Unmasked Estep 
Score: -9996306.000000 Penalty: 1845.785156
	Iteration 0F: 2 clusters Score -9996306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -9939858.000000 Penalty: 3691.570312
	Iteration 0F: 3 clusters Score -9939858 nChanged 40841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -9963271.000000 Penalty: 3691.570312
	Iteration 1F: 3 clusters Score -9963271 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -9963785.000000 Penalty: 3691.570312
	Iteration 2Q: 3 clusters Score -9963785 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -9964622.000000 Penalty: 3691.570312
	Iteration 3Q: 3 clusters Score -9964622 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -9966156.000000 Penalty: 3691.570312
	Iteration 4Q: 3 clusters Score -9966156 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -9968919.000000 Penalty: 3691.570312
	Iteration 5F: 3 clusters Score -9968919 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -9973841.000000 Penalty: 3691.570312
	Iteration 6F: 3 clusters Score -9973841 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -9981063.000000 Penalty: 3691.570312
	Iteration 7F: 3 clusters Score -9981063 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -9988415.000000 Penalty: 3691.570312
	Iteration 8F: 3 clusters Score -9988415 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -9992633.000000 Penalty: 3691.570312
	Iteration 9F: 3 clusters Score -9992633 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 85100 members 
Entering Unmasked Estep 
Score: -9994025.000000 Penalty: 3691.570312
	Iteration 10Q: 3 clusters Score -9994025 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 85508 members 
Entering Unmasked Estep 
Score: -9994431.000000 Penalty: 3691.570312
	Iteration 11Q: 3 clusters Score -9994431 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 85587 members 
Entering Unmasked Estep 
Score: -9994574.000000 Penalty: 3691.570312
	Iteration 12Q: 3 clusters Score -9994574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 85609 members 
Entering Unmasked Estep 
Score: -9994616.000000 Penalty: 3691.570312
	Iteration 13Q: 3 clusters Score -9994616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -9994639.000000 Penalty: 3691.570312
	Iteration 14Q: 3 clusters Score -9994639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85618 members 
Entering Unmasked Estep 
Score: -9994648.000000 Penalty: 3691.570312
	Iteration 15Q: 3 clusters Score -9994648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85618 members 
Entering Unmasked Estep 
Score: -9994658.000000 Penalty: 3691.570312
	Iteration 16Q: 3 clusters Score -9994658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85618 members 
Entering Unmasked Estep 
Score: -9994658.000000 Penalty: 3691.570312
	Iteration 17F: 3 clusters Score -9994658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (87265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87265 members 
Entering Unmasked Estep 
Score: -10081165.000000 Penalty: 1848.714600
	Iteration 0F: 2 clusters Score -1.008116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -10023681.000000 Penalty: 3697.429199
	Iteration 0F: 3 clusters Score -1.002368e+07 nChanged 41601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -10047661.000000 Penalty: 3697.429199
	Iteration 1F: 3 clusters Score -1.004766e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -10048168.000000 Penalty: 3697.429199
	Iteration 2Q: 3 clusters Score -1.004817e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -10048708.000000 Penalty: 3697.429199
	Iteration 3Q: 3 clusters Score -1.004871e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -10049261.000000 Penalty: 3697.429199
	Iteration 4Q: 3 clusters Score -1.004926e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -10049787.000000 Penalty: 3697.429199
	Iteration 5Q: 3 clusters Score -1.004979e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -10050471.000000 Penalty: 3697.429199
	Iteration 6Q: 3 clusters Score -1.005047e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -10051178.000000 Penalty: 3697.429199
	Iteration 7Q: 3 clusters Score -1.005118e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -10051965.000000 Penalty: 3697.429199
	Iteration 8Q: 3 clusters Score -1.005196e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -10053007.000000 Penalty: 3697.429199
	Iteration 9Q: 3 clusters Score -1.005301e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -10054206.000000 Penalty: 3697.429199
	Iteration 10Q: 3 clusters Score -1.005421e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -10056044.000000 Penalty: 3697.429199
	Iteration 11Q: 3 clusters Score -1.005604e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -10058606.000000 Penalty: 3697.429199
	Iteration 12Q: 3 clusters Score -1.005861e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -10061638.000000 Penalty: 3697.429199
	Iteration 13Q: 3 clusters Score -1.006164e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -10064061.000000 Penalty: 3697.429199
	Iteration 14Q: 3 clusters Score -1.006406e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -10065238.000000 Penalty: 3697.429199
	Iteration 15Q: 3 clusters Score -1.006524e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -10065786.000000 Penalty: 3697.429199
	Iteration 16Q: 3 clusters Score -1.006579e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -10066329.000000 Penalty: 3697.429199
	Iteration 17Q: 3 clusters Score -1.006633e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60936 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -10066777.000000 Penalty: 3697.429199
	Iteration 18Q: 3 clusters Score -1.006678e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -10067264.000000 Penalty: 3697.429199
	Iteration 19Q: 3 clusters Score -1.006726e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64240 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -10067761.000000 Penalty: 3697.429199
	Iteration 20F: 3 clusters Score -1.006776e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66000 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -10068362.000000 Penalty: 3697.429199
	Iteration 21Q: 3 clusters Score -1.006836e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -10069060.000000 Penalty: 3697.429199
	Iteration 22Q: 3 clusters Score -1.006906e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -10069808.000000 Penalty: 3697.429199
	Iteration 23Q: 3 clusters Score -1.006981e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -10070725.000000 Penalty: 3697.429199
	Iteration 24Q: 3 clusters Score -1.007072e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73648 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -10071703.000000 Penalty: 3697.429199
	Iteration 25Q: 3 clusters Score -1.00717e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75602 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -10072689.000000 Penalty: 3697.429199
	Iteration 26Q: 3 clusters Score -1.007269e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -10073627.000000 Penalty: 3697.429199
	Iteration 27Q: 3 clusters Score -1.007363e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79247 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -10074607.000000 Penalty: 3697.429199
	Iteration 28Q: 3 clusters Score -1.007461e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -10075538.000000 Penalty: 3697.429199
	Iteration 29Q: 3 clusters Score -1.007554e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -10076467.000000 Penalty: 3697.429199
	Iteration 30Q: 3 clusters Score -1.007647e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83659 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -10077282.000000 Penalty: 3697.429199
	Iteration 31Q: 3 clusters Score -1.007728e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -10077985.000000 Penalty: 3697.429199
	Iteration 32Q: 3 clusters Score -1.007798e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85488 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -10078488.000000 Penalty: 3697.429199
	Iteration 33Q: 3 clusters Score -1.007849e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -10078904.000000 Penalty: 3697.429199
	Iteration 34Q: 3 clusters Score -1.00789e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86433 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10079178.000000 Penalty: 3697.429199
	Iteration 35Q: 3 clusters Score -1.007918e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10079341.000000 Penalty: 3697.429199
	Iteration 36Q: 3 clusters Score -1.007934e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10079402.000000 Penalty: 3697.429199
	Iteration 37Q: 3 clusters Score -1.00794e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10079437.000000 Penalty: 3697.429199
	Iteration 38Q: 3 clusters Score -1.007944e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10079468.000000 Penalty: 3697.429199
	Iteration 39Q: 3 clusters Score -1.007947e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -10079477.000000 Penalty: 3697.429199
	Iteration 40F: 3 clusters Score -1.007948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86899 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10079495.000000 Penalty: 3697.429199
	Iteration 41Q: 3 clusters Score -1.00795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10079502.000000 Penalty: 3697.429199
	Iteration 42Q: 3 clusters Score -1.00795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10079522.000000 Penalty: 3697.429199
	Iteration 43Q: 3 clusters Score -1.007952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10079530.000000 Penalty: 3697.429199
	Iteration 44Q: 3 clusters Score -1.007953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86955 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10079526.000000 Penalty: 3697.429199
	Iteration 45Q: 3 clusters Score -1.007953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10079536.000000 Penalty: 3697.429199
	Iteration 46Q: 3 clusters Score -1.007954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86959 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10079541.000000 Penalty: 3697.429199
	Iteration 47Q: 3 clusters Score -1.007954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86964 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -10079545.000000 Penalty: 3697.429199
	Iteration 48Q: 3 clusters Score -1.007954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86968 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10079550.000000 Penalty: 3697.429199
	Iteration 49Q: 3 clusters Score -1.007955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86969 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10079555.000000 Penalty: 3697.429199
	Iteration 50Q: 3 clusters Score -1.007956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86971 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10079560.000000 Penalty: 3697.429199
	Iteration 51Q: 3 clusters Score -1.007956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10079558.000000 Penalty: 3697.429199
	Iteration 52Q: 3 clusters Score -1.007956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10079555.000000 Penalty: 3697.429199
	Iteration 53Q: 3 clusters Score -1.007956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10079550.000000 Penalty: 3697.429199
	Iteration 54Q: 3 clusters Score -1.007955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10079550.000000 Penalty: 3697.429199
	Iteration 55F: 3 clusters Score -1.007955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Entering Unmasked Estep 
Score: -4277014.000000 Penalty: 1716.125854
	Iteration 0F: 2 clusters Score -4277014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -4251076.500000 Penalty: 3432.251709
	Iteration 0F: 3 clusters Score -4251076 nChanged 18040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -4261535.000000 Penalty: 3432.251709
	Iteration 1F: 3 clusters Score -4261535 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4262260.500000 Penalty: 3432.251709
	Iteration 2Q: 3 clusters Score -4262260 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -4263191.000000 Penalty: 3432.251709
	Iteration 3F: 3 clusters Score -4263191 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -4264422.000000 Penalty: 3432.251709
	Iteration 4F: 3 clusters Score -4264422 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -4266077.000000 Penalty: 3432.251709
	Iteration 5F: 3 clusters Score -4266077 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -4268238.500000 Penalty: 3432.251709
	Iteration 6F: 3 clusters Score -4268238 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4270654.000000 Penalty: 3432.251709
	Iteration 7F: 3 clusters Score -4270654 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4272848.500000 Penalty: 3432.251709
	Iteration 8F: 3 clusters Score -4272848 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4274320.000000 Penalty: 3432.251709
	Iteration 9Q: 3 clusters Score -4274320 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4275224.500000 Penalty: 3432.251709
	Iteration 10Q: 3 clusters Score -4275224 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4275603.500000 Penalty: 3432.251709
	Iteration 11Q: 3 clusters Score -4275604 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4275716.000000 Penalty: 3432.251709
	Iteration 12Q: 3 clusters Score -4275716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4275815.500000 Penalty: 3432.251709
	Iteration 13Q: 3 clusters Score -4275816 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4275866.000000 Penalty: 3432.251709
	Iteration 14Q: 3 clusters Score -4275866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4275901.000000 Penalty: 3432.251709
	Iteration 15Q: 3 clusters Score -4275901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4275926.000000 Penalty: 3432.251709
	Iteration 16Q: 3 clusters Score -4275926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4275962.000000 Penalty: 3432.251709
	Iteration 17Q: 3 clusters Score -4275962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4275987.500000 Penalty: 3432.251709
	Iteration 18Q: 3 clusters Score -4275988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4276011.000000 Penalty: 3432.251709
	Iteration 19Q: 3 clusters Score -4276011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4276031.500000 Penalty: 3432.251709
	Iteration 20F: 3 clusters Score -4276032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4276035.500000 Penalty: 3432.251709
	Iteration 21Q: 3 clusters Score -4276036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4276040.500000 Penalty: 3432.251709
	Iteration 22Q: 3 clusters Score -4276040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4276048.500000 Penalty: 3432.251709
	Iteration 23Q: 3 clusters Score -4276048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4276053.000000 Penalty: 3432.251709
	Iteration 24Q: 3 clusters Score -4276053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4276057.500000 Penalty: 3432.251709
	Iteration 25Q: 3 clusters Score -4276058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4276062.500000 Penalty: 3432.251709
	Iteration 26Q: 3 clusters Score -4276062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4276062.500000 Penalty: 3432.251709
	Iteration 27Q: 3 clusters Score -4276062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4276067.000000 Penalty: 3432.251709
	Iteration 28Q: 3 clusters Score -4276067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4276068.000000 Penalty: 3432.251709
	Iteration 29Q: 3 clusters Score -4276068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4276068.000000 Penalty: 3432.251709
	Iteration 30F: 3 clusters Score -4276068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Entering Unmasked Estep 
Score: -1278697.625000 Penalty: 1513.580200
	Iteration 0F: 2 clusters Score -1278698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1270886.000000 Penalty: 3027.160400
	Iteration 0F: 3 clusters Score -1270886 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1273350.250000 Penalty: 3027.160400
	Iteration 1F: 3 clusters Score -1273350 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1273571.125000 Penalty: 3027.160400
	Iteration 2F: 3 clusters Score -1273571 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1273854.500000 Penalty: 3027.160400
	Iteration 3Q: 3 clusters Score -1273854 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1274256.000000 Penalty: 3027.160400
	Iteration 4Q: 3 clusters Score -1274256 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1274766.250000 Penalty: 3027.160400
	Iteration 5F: 3 clusters Score -1274766 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1275249.750000 Penalty: 3027.160400
	Iteration 6F: 3 clusters Score -1275250 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1275762.250000 Penalty: 3027.160400
	Iteration 7F: 3 clusters Score -1275762 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1276353.875000 Penalty: 3027.160400
	Iteration 8F: 3 clusters Score -1276354 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1276997.375000 Penalty: 3027.160400
	Iteration 9F: 3 clusters Score -1276997 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1277625.625000 Penalty: 3027.160400
	Iteration 10F: 3 clusters Score -1277626 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1278065.500000 Penalty: 3027.160400
	Iteration 11F: 3 clusters Score -1278066 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1278248.000000 Penalty: 3027.160400
	Iteration 12Q: 3 clusters Score -1278248 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1278310.000000 Penalty: 3027.160400
	Iteration 13Q: 3 clusters Score -1278310 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1278342.875000 Penalty: 3027.160400
	Iteration 14Q: 3 clusters Score -1278343 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1278363.750000 Penalty: 3027.160400
	Iteration 15Q: 3 clusters Score -1278364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1278373.500000 Penalty: 3027.160400
	Iteration 16Q: 3 clusters Score -1278374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1278388.250000 Penalty: 3027.160400
	Iteration 17Q: 3 clusters Score -1278388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1278392.625000 Penalty: 3027.160400
	Iteration 18Q: 3 clusters Score -1278393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1278392.625000 Penalty: 3027.160400
	Iteration 19Q: 3 clusters Score -1278393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1278394.750000 Penalty: 3027.160400
	Iteration 20F: 3 clusters Score -1278395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1278398.875000 Penalty: 3027.160400
	Iteration 21Q: 3 clusters Score -1278399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1278402.500000 Penalty: 3027.160400
	Iteration 22Q: 3 clusters Score -1278402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1278397.375000 Penalty: 3027.160400
	Iteration 23Q: 3 clusters Score -1278397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1278400.625000 Penalty: 3027.160400
	Iteration 24Q: 3 clusters Score -1278401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1278400.375000 Penalty: 3027.160400
	Iteration 25Q: 3 clusters Score -1278400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1278402.500000 Penalty: 3027.160400
	Iteration 26Q: 3 clusters Score -1278402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1278404.000000 Penalty: 3027.160400
	Iteration 27Q: 3 clusters Score -1278404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1278404.500000 Penalty: 3027.160400
	Iteration 28Q: 3 clusters Score -1278404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1278405.125000 Penalty: 3027.160400
	Iteration 29Q: 3 clusters Score -1278405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1278405.750000 Penalty: 3027.160400
	Iteration 30Q: 3 clusters Score -1278406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1278407.875000 Penalty: 3027.160400
	Iteration 31Q: 3 clusters Score -1278408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1278406.625000 Penalty: 3027.160400
	Iteration 32Q: 3 clusters Score -1278407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1278406.250000 Penalty: 3027.160400
	Iteration 33Q: 3 clusters Score -1278406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1278406.125000 Penalty: 3027.160400
	Iteration 34Q: 3 clusters Score -1278406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1278408.875000 Penalty: 3027.160400
	Iteration 35Q: 3 clusters Score -1278409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1278410.000000 Penalty: 3027.160400
	Iteration 36Q: 3 clusters Score -1278410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1278410.625000 Penalty: 3027.160400
	Iteration 37Q: 3 clusters Score -1278411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1278411.500000 Penalty: 3027.160400
	Iteration 38Q: 3 clusters Score -1278412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1278411.750000 Penalty: 3027.160400
	Iteration 39Q: 3 clusters Score -1278412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1278411.750000 Penalty: 3027.160400
	Iteration 40F: 3 clusters Score -1278412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (72565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Entering Unmasked Estep 
Score: -8466922.000000 Penalty: 1818.738647
	Iteration 0F: 2 clusters Score -8466922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -8418539.000000 Penalty: 3637.477295
	Iteration 0F: 3 clusters Score -8418539 nChanged 34311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -8438161.000000 Penalty: 3637.477295
	Iteration 1F: 3 clusters Score -8438161 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -8438624.000000 Penalty: 3637.477295
	Iteration 2Q: 3 clusters Score -8438624 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -8439298.000000 Penalty: 3637.477295
	Iteration 3Q: 3 clusters Score -8439298 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -8440342.000000 Penalty: 3637.477295
	Iteration 4Q: 3 clusters Score -8440342 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -8442199.000000 Penalty: 3637.477295
	Iteration 5F: 3 clusters Score -8442199 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -8445756.000000 Penalty: 3637.477295
	Iteration 6F: 3 clusters Score -8445756 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
Score: -8451543.000000 Penalty: 3637.477295
	Iteration 7F: 3 clusters Score -8451543 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -8458480.000000 Penalty: 3637.477295
	Iteration 8F: 3 clusters Score -8458480 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 70435 members 
Entering Unmasked Estep 
Score: -8463085.000000 Penalty: 3637.477295
	Iteration 9F: 3 clusters Score -8463085 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -8464725.000000 Penalty: 3637.477295
	Iteration 10Q: 3 clusters Score -8464725 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 72404 members 
Entering Unmasked Estep 
Score: -8465133.000000 Penalty: 3637.477295
	Iteration 11Q: 3 clusters Score -8465133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -8465202.000000 Penalty: 3637.477295
	Iteration 12Q: 3 clusters Score -8465202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 72457 members 
Entering Unmasked Estep 
Score: -8465244.000000 Penalty: 3637.477295
	Iteration 13Q: 3 clusters Score -8465244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -8465260.000000 Penalty: 3637.477295
	Iteration 14Q: 3 clusters Score -8465260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -8465265.000000 Penalty: 3637.477295
	Iteration 15Q: 3 clusters Score -8465265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -8465270.000000 Penalty: 3637.477295
	Iteration 16Q: 3 clusters Score -8465270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -8465275.000000 Penalty: 3637.477295
	Iteration 17Q: 3 clusters Score -8465275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -8465275.000000 Penalty: 3637.477295
	Iteration 18F: 3 clusters Score -8465275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Entering Unmasked Estep 
Score: -382576.625000 Penalty: 1319.837036
	Iteration 0F: 2 clusters Score -382576.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -379671.875000 Penalty: 2639.674072
	Iteration 0F: 3 clusters Score -379671.9 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -380374.062500 Penalty: 2639.674072
	Iteration 1F: 3 clusters Score -380374.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -380561.125000 Penalty: 2639.674072
	Iteration 2F: 3 clusters Score -380561.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -380687.343750 Penalty: 2639.674072
	Iteration 3F: 3 clusters Score -380687.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -380790.843750 Penalty: 2639.674072
	Iteration 4Q: 3 clusters Score -380790.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -380867.250000 Penalty: 2639.674072
	Iteration 5Q: 3 clusters Score -380867.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -380932.812500 Penalty: 2639.674072
	Iteration 6Q: 3 clusters Score -380932.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -380997.281250 Penalty: 2639.674072
	Iteration 7Q: 3 clusters Score -380997.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -381046.500000 Penalty: 2639.674072
	Iteration 8Q: 3 clusters Score -381046.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -381094.281250 Penalty: 2639.674072
	Iteration 9Q: 3 clusters Score -381094.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -381133.031250 Penalty: 2639.674072
	Iteration 10Q: 3 clusters Score -381133 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -381165.250000 Penalty: 2639.674072
	Iteration 11Q: 3 clusters Score -381165.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -381193.531250 Penalty: 2639.674072
	Iteration 12Q: 3 clusters Score -381193.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -381217.000000 Penalty: 2639.674072
	Iteration 13Q: 3 clusters Score -381217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -381232.250000 Penalty: 2639.674072
	Iteration 14Q: 3 clusters Score -381232.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -381247.437500 Penalty: 2639.674072
	Iteration 15Q: 3 clusters Score -381247.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -381258.343750 Penalty: 2639.674072
	Iteration 16Q: 3 clusters Score -381258.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -381269.625000 Penalty: 2639.674072
	Iteration 17Q: 3 clusters Score -381269.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -381280.937500 Penalty: 2639.674072
	Iteration 18Q: 3 clusters Score -381280.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -381289.437500 Penalty: 2639.674072
	Iteration 19Q: 3 clusters Score -381289.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -381295.718750 Penalty: 2639.674072
	Iteration 20F: 3 clusters Score -381295.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -381298.781250 Penalty: 2639.674072
	Iteration 21Q: 3 clusters Score -381298.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -381301.781250 Penalty: 2639.674072
	Iteration 22Q: 3 clusters Score -381301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -381302.531250 Penalty: 2639.674072
	Iteration 23Q: 3 clusters Score -381302.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -381301.718750 Penalty: 2639.674072
	Iteration 24Q: 3 clusters Score -381301.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -381303.750000 Penalty: 2639.674072
	Iteration 25Q: 3 clusters Score -381303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -381305.500000 Penalty: 2639.674072
	Iteration 26Q: 3 clusters Score -381305.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -381306.906250 Penalty: 2639.674072
	Iteration 27Q: 3 clusters Score -381306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -381309.093750 Penalty: 2639.674072
	Iteration 28Q: 3 clusters Score -381309.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -381311.656250 Penalty: 2639.674072
	Iteration 29Q: 3 clusters Score -381311.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -381313.000000 Penalty: 2639.674072
	Iteration 30Q: 3 clusters Score -381313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -381313.875000 Penalty: 2639.674072
	Iteration 31Q: 3 clusters Score -381313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -381314.875000 Penalty: 2639.674072
	Iteration 32Q: 3 clusters Score -381314.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -381316.937500 Penalty: 2639.674072
	Iteration 33Q: 3 clusters Score -381316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -381317.437500 Penalty: 2639.674072
	Iteration 34Q: 3 clusters Score -381317.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -381319.000000 Penalty: 2639.674072
	Iteration 35Q: 3 clusters Score -381319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -381319.875000 Penalty: 2639.674072
	Iteration 36Q: 3 clusters Score -381319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -381319.875000 Penalty: 2639.674072
	Iteration 37Q: 3 clusters Score -381319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -381321.000000 Penalty: 2639.674072
	Iteration 38Q: 3 clusters Score -381321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -381322.531250 Penalty: 2639.674072
	Iteration 39Q: 3 clusters Score -381322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -381323.218750 Penalty: 2639.674072
	Iteration 40F: 3 clusters Score -381323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -381323.000000 Penalty: 2639.674072
	Iteration 41Q: 3 clusters Score -381323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -381323.000000 Penalty: 2639.674072
	Iteration 42F: 3 clusters Score -381323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -101512.820312 Penalty: 1118.396118
	Iteration 0F: 2 clusters Score -101512.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -100075.007812 Penalty: 2236.792236
	Iteration 0F: 3 clusters Score -100075 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -100331.625000 Penalty: 2236.792236
	Iteration 1F: 3 clusters Score -100331.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100400.679688 Penalty: 2236.792236
	Iteration 2F: 3 clusters Score -100400.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -100441.609375 Penalty: 2236.792236
	Iteration 3Q: 3 clusters Score -100441.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -100484.609375 Penalty: 2236.792236
	Iteration 4Q: 3 clusters Score -100484.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100518.195312 Penalty: 2236.792236
	Iteration 5Q: 3 clusters Score -100518.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100545.546875 Penalty: 2236.792236
	Iteration 6Q: 3 clusters Score -100545.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -100571.687500 Penalty: 2236.792236
	Iteration 7Q: 3 clusters Score -100571.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100597.335938 Penalty: 2236.792236
	Iteration 8Q: 3 clusters Score -100597.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -100632.390625 Penalty: 2236.792236
	Iteration 9Q: 3 clusters Score -100632.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100675.656250 Penalty: 2236.792236
	Iteration 10Q: 3 clusters Score -100675.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -100716.523438 Penalty: 2236.792236
	Iteration 11Q: 3 clusters Score -100716.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100740.390625 Penalty: 2236.792236
	Iteration 12Q: 3 clusters Score -100740.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100757.078125 Penalty: 2236.792236
	Iteration 13Q: 3 clusters Score -100757.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -100772.093750 Penalty: 2236.792236
	Iteration 14Q: 3 clusters Score -100772.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100797.179688 Penalty: 2236.792236
	Iteration 15Q: 3 clusters Score -100797.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -100829.429688 Penalty: 2236.792236
	Iteration 16Q: 3 clusters Score -100829.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100856.679688 Penalty: 2236.792236
	Iteration 17Q: 3 clusters Score -100856.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100876.500000 Penalty: 2236.792236
	Iteration 18Q: 3 clusters Score -100876.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100890.148438 Penalty: 2236.792236
	Iteration 19Q: 3 clusters Score -100890.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -100898.023438 Penalty: 2236.792236
	Iteration 20F: 3 clusters Score -100898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100903.523438 Penalty: 2236.792236
	Iteration 21Q: 3 clusters Score -100903.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100910.320312 Penalty: 2236.792236
	Iteration 22Q: 3 clusters Score -100910.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -100922.484375 Penalty: 2236.792236
	Iteration 23Q: 3 clusters Score -100922.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -100935.093750 Penalty: 2236.792236
	Iteration 24Q: 3 clusters Score -100935.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100949.523438 Penalty: 2236.792236
	Iteration 25Q: 3 clusters Score -100949.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100960.257812 Penalty: 2236.792236
	Iteration 26Q: 3 clusters Score -100960.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100967.453125 Penalty: 2236.792236
	Iteration 27Q: 3 clusters Score -100967.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -100968.718750 Penalty: 2236.792236
	Iteration 28Q: 3 clusters Score -100968.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -100968.718750 Penalty: 2236.792236
	Iteration 29F: 3 clusters Score -100968.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (64314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Entering Unmasked Estep 
Score: -7459254.000000 Penalty: 1799.124023
	Iteration 0F: 2 clusters Score -7459254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -7416178.500000 Penalty: 3598.248047
	Iteration 0F: 3 clusters Score -7416178 nChanged 30429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -7433613.000000 Penalty: 3598.248047
	Iteration 1F: 3 clusters Score -7433613 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -7434100.500000 Penalty: 3598.248047
	Iteration 2Q: 3 clusters Score -7434100 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -7434550.500000 Penalty: 3598.248047
	Iteration 3Q: 3 clusters Score -7434550 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -7435036.500000 Penalty: 3598.248047
	Iteration 4Q: 3 clusters Score -7435036 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -7435892.500000 Penalty: 3598.248047
	Iteration 5Q: 3 clusters Score -7435892 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -7437158.000000 Penalty: 3598.248047
	Iteration 6Q: 3 clusters Score -7437158 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -7439297.000000 Penalty: 3598.248047
	Iteration 7F: 3 clusters Score -7439297 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -7443043.500000 Penalty: 3598.248047
	Iteration 8F: 3 clusters Score -7443044 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -7448620.500000 Penalty: 3598.248047
	Iteration 9F: 3 clusters Score -7448620 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -7454994.000000 Penalty: 3598.248047
	Iteration 10F: 3 clusters Score -7454994 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -7457868.500000 Penalty: 3598.248047
	Iteration 11F: 3 clusters Score -7457868 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -7458522.500000 Penalty: 3598.248047
	Iteration 12Q: 3 clusters Score -7458522 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -7458678.500000 Penalty: 3598.248047
	Iteration 13Q: 3 clusters Score -7458678 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -7458768.500000 Penalty: 3598.248047
	Iteration 14Q: 3 clusters Score -7458768 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -7458802.500000 Penalty: 3598.248047
	Iteration 15Q: 3 clusters Score -7458802 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -7458792.000000 Penalty: 3598.248047
	Iteration 16Q: 3 clusters Score -7458792 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -7458802.500000 Penalty: 3598.248047
	Iteration 17Q: 3 clusters Score -7458802 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -7458785.500000 Penalty: 3598.248047
	Iteration 18Q: 3 clusters Score -7458786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -7458803.000000 Penalty: 3598.248047
	Iteration 19Q: 3 clusters Score -7458803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -7458812.500000 Penalty: 3598.248047
	Iteration 20F: 3 clusters Score -7458812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -7458811.000000 Penalty: 3598.248047
	Iteration 21Q: 3 clusters Score -7458811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -7458816.000000 Penalty: 3598.248047
	Iteration 22Q: 3 clusters Score -7458816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -7458818.500000 Penalty: 3598.248047
	Iteration 23Q: 3 clusters Score -7458818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -7458813.000000 Penalty: 3598.248047
	Iteration 24Q: 3 clusters Score -7458813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -7458826.500000 Penalty: 3598.248047
	Iteration 25Q: 3 clusters Score -7458826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -7458827.000000 Penalty: 3598.248047
	Iteration 26Q: 3 clusters Score -7458827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -7458832.000000 Penalty: 3598.248047
	Iteration 27Q: 3 clusters Score -7458832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -7458826.000000 Penalty: 3598.248047
	Iteration 28Q: 3 clusters Score -7458826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -7458820.000000 Penalty: 3598.248047
	Iteration 29Q: 3 clusters Score -7458820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -7458821.000000 Penalty: 3598.248047
	Iteration 30Q: 3 clusters Score -7458821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -7458831.500000 Penalty: 3598.248047
	Iteration 31Q: 3 clusters Score -7458832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -7458835.000000 Penalty: 3598.248047
	Iteration 32Q: 3 clusters Score -7458835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -7458827.500000 Penalty: 3598.248047
	Iteration 33Q: 3 clusters Score -7458828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -7458826.500000 Penalty: 3598.248047
	Iteration 34Q: 3 clusters Score -7458826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -7458831.500000 Penalty: 3598.248047
	Iteration 35Q: 3 clusters Score -7458832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -7458816.500000 Penalty: 3598.248047
	Iteration 36Q: 3 clusters Score -7458816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -7458823.000000 Penalty: 3598.248047
	Iteration 37Q: 3 clusters Score -7458823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -7458816.000000 Penalty: 3598.248047
	Iteration 38Q: 3 clusters Score -7458816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -7458814.000000 Penalty: 3598.248047
	Iteration 39Q: 3 clusters Score -7458814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -7458814.000000 Penalty: 3598.248047
	Iteration 40F: 3 clusters Score -7458814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Entering Unmasked Estep 
Score: -1569328.500000 Penalty: 1544.578369
	Iteration 0F: 2 clusters Score -1569328 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 6646 members 
Entering Unmasked Estep 
Score: -1559974.125000 Penalty: 3089.156738
	Iteration 0F: 3 clusters Score -1559974 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1563171.750000 Penalty: 3089.156738
	Iteration 1F: 3 clusters Score -1563172 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1563570.750000 Penalty: 3089.156738
	Iteration 2F: 3 clusters Score -1563571 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1564005.500000 Penalty: 3089.156738
	Iteration 3F: 3 clusters Score -1564006 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1564503.000000 Penalty: 3089.156738
	Iteration 4F: 3 clusters Score -1564503 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1565036.000000 Penalty: 3089.156738
	Iteration 5F: 3 clusters Score -1565036 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1565688.625000 Penalty: 3089.156738
	Iteration 6F: 3 clusters Score -1565689 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1566429.375000 Penalty: 3089.156738
	Iteration 7F: 3 clusters Score -1566429 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1567137.500000 Penalty: 3089.156738
	Iteration 8F: 3 clusters Score -1567138 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1567582.125000 Penalty: 3089.156738
	Iteration 9Q: 3 clusters Score -1567582 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1567763.750000 Penalty: 3089.156738
	Iteration 10Q: 3 clusters Score -1567764 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1567861.250000 Penalty: 3089.156738
	Iteration 11Q: 3 clusters Score -1567861 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1567921.000000 Penalty: 3089.156738
	Iteration 12Q: 3 clusters Score -1567921 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1567963.250000 Penalty: 3089.156738
	Iteration 13Q: 3 clusters Score -1567963 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1567984.125000 Penalty: 3089.156738
	Iteration 14Q: 3 clusters Score -1567984 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1568004.250000 Penalty: 3089.156738
	Iteration 15Q: 3 clusters Score -1568004 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1568022.875000 Penalty: 3089.156738
	Iteration 16Q: 3 clusters Score -1568023 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1568027.500000 Penalty: 3089.156738
	Iteration 17Q: 3 clusters Score -1568028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1568027.125000 Penalty: 3089.156738
	Iteration 18Q: 3 clusters Score -1568027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1568032.375000 Penalty: 3089.156738
	Iteration 19Q: 3 clusters Score -1568032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1568034.875000 Penalty: 3089.156738
	Iteration 20F: 3 clusters Score -1568035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1568038.750000 Penalty: 3089.156738
	Iteration 21Q: 3 clusters Score -1568039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1568042.250000 Penalty: 3089.156738
	Iteration 22Q: 3 clusters Score -1568042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1568048.250000 Penalty: 3089.156738
	Iteration 23Q: 3 clusters Score -1568048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1568051.125000 Penalty: 3089.156738
	Iteration 24Q: 3 clusters Score -1568051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1568049.000000 Penalty: 3089.156738
	Iteration 25Q: 3 clusters Score -1568049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1568054.125000 Penalty: 3089.156738
	Iteration 26Q: 3 clusters Score -1568054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1568054.750000 Penalty: 3089.156738
	Iteration 27Q: 3 clusters Score -1568055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1568053.875000 Penalty: 3089.156738
	Iteration 28Q: 3 clusters Score -1568054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1568053.875000 Penalty: 3089.156738
	Iteration 29F: 3 clusters Score -1568054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Entering Unmasked Estep 
Score: -2483877.000000 Penalty: 1618.731689
	Iteration 0F: 2 clusters Score -2483877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2469428.000000 Penalty: 3237.463379
	Iteration 0F: 3 clusters Score -2469428 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2474546.750000 Penalty: 3237.463379
	Iteration 1F: 3 clusters Score -2474547 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2474814.000000 Penalty: 3237.463379
	Iteration 2Q: 3 clusters Score -2474814 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2475043.000000 Penalty: 3237.463379
	Iteration 3Q: 3 clusters Score -2475043 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2475249.250000 Penalty: 3237.463379
	Iteration 4Q: 3 clusters Score -2475249 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2475463.000000 Penalty: 3237.463379
	Iteration 5Q: 3 clusters Score -2475463 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2475712.750000 Penalty: 3237.463379
	Iteration 6Q: 3 clusters Score -2475713 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2475986.500000 Penalty: 3237.463379
	Iteration 7Q: 3 clusters Score -2475986 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2476316.500000 Penalty: 3237.463379
	Iteration 8Q: 3 clusters Score -2476316 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2476744.250000 Penalty: 3237.463379
	Iteration 9Q: 3 clusters Score -2476744 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2477374.250000 Penalty: 3237.463379
	Iteration 10Q: 3 clusters Score -2477374 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2478188.500000 Penalty: 3237.463379
	Iteration 11F: 3 clusters Score -2478188 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2479189.000000 Penalty: 3237.463379
	Iteration 12F: 3 clusters Score -2479189 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2480232.250000 Penalty: 3237.463379
	Iteration 13F: 3 clusters Score -2480232 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2481137.000000 Penalty: 3237.463379
	Iteration 14F: 3 clusters Score -2481137 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2481741.250000 Penalty: 3237.463379
	Iteration 15Q: 3 clusters Score -2481741 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2482061.250000 Penalty: 3237.463379
	Iteration 16Q: 3 clusters Score -2482061 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2482220.750000 Penalty: 3237.463379
	Iteration 17Q: 3 clusters Score -2482221 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2482298.500000 Penalty: 3237.463379
	Iteration 18Q: 3 clusters Score -2482298 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2482347.750000 Penalty: 3237.463379
	Iteration 19Q: 3 clusters Score -2482348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2482379.750000 Penalty: 3237.463379
	Iteration 20F: 3 clusters Score -2482380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2482392.750000 Penalty: 3237.463379
	Iteration 21Q: 3 clusters Score -2482393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2482408.500000 Penalty: 3237.463379
	Iteration 22Q: 3 clusters Score -2482408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2482415.750000 Penalty: 3237.463379
	Iteration 23Q: 3 clusters Score -2482416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2482419.250000 Penalty: 3237.463379
	Iteration 24Q: 3 clusters Score -2482419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2482420.250000 Penalty: 3237.463379
	Iteration 25Q: 3 clusters Score -2482420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2482420.000000 Penalty: 3237.463379
	Iteration 26Q: 3 clusters Score -2482420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2482421.750000 Penalty: 3237.463379
	Iteration 27Q: 3 clusters Score -2482422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2482423.250000 Penalty: 3237.463379
	Iteration 28Q: 3 clusters Score -2482423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2482427.250000 Penalty: 3237.463379
	Iteration 29Q: 3 clusters Score -2482427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2482432.750000 Penalty: 3237.463379
	Iteration 30Q: 3 clusters Score -2482433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2482435.500000 Penalty: 3237.463379
	Iteration 31Q: 3 clusters Score -2482436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2482438.750000 Penalty: 3237.463379
	Iteration 32Q: 3 clusters Score -2482439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2482441.500000 Penalty: 3237.463379
	Iteration 33Q: 3 clusters Score -2482442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2482445.750000 Penalty: 3237.463379
	Iteration 34Q: 3 clusters Score -2482446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2482452.250000 Penalty: 3237.463379
	Iteration 35Q: 3 clusters Score -2482452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2482455.250000 Penalty: 3237.463379
	Iteration 36Q: 3 clusters Score -2482455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2482457.500000 Penalty: 3237.463379
	Iteration 37Q: 3 clusters Score -2482458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2482460.500000 Penalty: 3237.463379
	Iteration 38Q: 3 clusters Score -2482460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2482460.500000 Penalty: 3237.463379
	Iteration 39Q: 3 clusters Score -2482460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2482460.500000 Penalty: 3237.463379
	Iteration 40F: 3 clusters Score -2482460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 14876 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 142373 members 
Mstep: Class 6 contains 146483 members 
Mstep: Class 7 contains 18557 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 82565 members 
Mstep: Class 10 contains 3724 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 10517 members 
Mstep: Class 13 contains 6232 members 
Mstep: Class 14 contains 46587 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 85706 members 
Mstep: Class 19 contains 87265 members 
Mstep: Class 20 contains 38591 members 
Mstep: Class 21 contains 11096 members 
Mstep: Class 22 contains 72565 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 64314 members 
Mstep: Class 26 contains 13428 members 
Mstep: Class 27 contains 21193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111384.000000 Penalty: 60205.453125
Iteration 439Q: 28 clusters Score -1.021114e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 14880 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 142591 members 
Mstep: Class 6 contains 146235 members 
Mstep: Class 7 contains 18600 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 82604 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 10518 members 
Mstep: Class 13 contains 6238 members 
Mstep: Class 14 contains 46563 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 1792 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 85666 members 
Mstep: Class 19 contains 87288 members 
Mstep: Class 20 contains 38552 members 
Mstep: Class 21 contains 11098 members 
Mstep: Class 22 contains 72614 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 64281 members 
Mstep: Class 26 contains 13433 members 
Mstep: Class 27 contains 21166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111400.000000 Penalty: 60205.453125
Iteration 440F: 28 clusters Score -1.021114e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 14398 members 
Mstep: Class 3 contains 14877 members 
Mstep: Class 4 contains 598 members 
Mstep: Class 5 contains 142816 members 
Mstep: Class 6 contains 145962 members 
Mstep: Class 7 contains 18638 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 82641 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 10518 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 46551 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1793 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85644 members 
Mstep: Class 19 contains 87318 members 
Mstep: Class 20 contains 38511 members 
Mstep: Class 21 contains 11097 members 
Mstep: Class 22 contains 72657 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 64245 members 
Mstep: Class 26 contains 13436 members 
Mstep: Class 27 contains 21145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111544.000000 Penalty: 60205.453125
Iteration 441Q: 28 clusters Score -1.021115e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 14405 members 
Mstep: Class 3 contains 14873 members 
Mstep: Class 4 contains 598 members 
Mstep: Class 5 contains 143088 members 
Mstep: Class 6 contains 145668 members 
Mstep: Class 7 contains 18681 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 82679 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 10518 members 
Mstep: Class 13 contains 6254 members 
Mstep: Class 14 contains 46539 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 1793 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85632 members 
Mstep: Class 19 contains 87342 members 
Mstep: Class 20 contains 38460 members 
Mstep: Class 21 contains 11094 members 
Mstep: Class 22 contains 72686 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 64209 members 
Mstep: Class 26 contains 13438 members 
Mstep: Class 27 contains 21128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111320.000000 Penalty: 60205.453125
Iteration 442Q: 28 clusters Score -1.021113e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 14412 members 
Mstep: Class 3 contains 14864 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 143371 members 
Mstep: Class 6 contains 145367 members 
Mstep: Class 7 contains 18712 members 
Mstep: Class 8 contains 4348 members 
Mstep: Class 9 contains 82702 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 10522 members 
Mstep: Class 13 contains 6263 members 
Mstep: Class 14 contains 46529 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 1793 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85626 members 
Mstep: Class 19 contains 87378 members 
Mstep: Class 20 contains 38405 members 
Mstep: Class 21 contains 11090 members 
Mstep: Class 22 contains 72711 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 64187 members 
Mstep: Class 26 contains 13442 members 
Mstep: Class 27 contains 21112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111208.000000 Penalty: 60205.453125
Iteration 443Q: 28 clusters Score -1.021112e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 14421 members 
Mstep: Class 3 contains 14857 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 143674 members 
Mstep: Class 6 contains 145031 members 
Mstep: Class 7 contains 18741 members 
Mstep: Class 8 contains 4348 members 
Mstep: Class 9 contains 82735 members 
Mstep: Class 10 contains 3730 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 10527 members 
Mstep: Class 13 contains 6279 members 
Mstep: Class 14 contains 46520 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 1792 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85603 members 
Mstep: Class 19 contains 87415 members 
Mstep: Class 20 contains 38346 members 
Mstep: Class 21 contains 11085 members 
Mstep: Class 22 contains 72745 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 64172 members 
Mstep: Class 26 contains 13452 members 
Mstep: Class 27 contains 21089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111056.000000 Penalty: 60205.453125
Iteration 444Q: 28 clusters Score -1.021111e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 14433 members 
Mstep: Class 3 contains 14857 members 
Mstep: Class 4 contains 598 members 
Mstep: Class 5 contains 143974 members 
Mstep: Class 6 contains 144668 members 
Mstep: Class 7 contains 18780 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 82751 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 10532 members 
Mstep: Class 13 contains 6287 members 
Mstep: Class 14 contains 46513 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 1790 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85589 members 
Mstep: Class 19 contains 87466 members 
Mstep: Class 20 contains 38294 members 
Mstep: Class 21 contains 11080 members 
Mstep: Class 22 contains 72770 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 64159 members 
Mstep: Class 26 contains 13460 members 
Mstep: Class 27 contains 21076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111088.000000 Penalty: 60205.453125
Iteration 445Q: 28 clusters Score -1.021111e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 14448 members 
Mstep: Class 3 contains 14863 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 144275 members 
Mstep: Class 6 contains 144300 members 
Mstep: Class 7 contains 18825 members 
Mstep: Class 8 contains 4348 members 
Mstep: Class 9 contains 82771 members 
Mstep: Class 10 contains 3730 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 10530 members 
Mstep: Class 13 contains 6298 members 
Mstep: Class 14 contains 46507 members 
Mstep: Class 15 contains 3965 members 
Mstep: Class 16 contains 1790 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85570 members 
Mstep: Class 19 contains 87513 members 
Mstep: Class 20 contains 38244 members 
Mstep: Class 21 contains 11072 members 
Mstep: Class 22 contains 72783 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 64152 members 
Mstep: Class 26 contains 13463 members 
Mstep: Class 27 contains 21069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111152.000000 Penalty: 60205.453125
Iteration 446Q: 28 clusters Score -1.021112e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 14860 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 144523 members 
Mstep: Class 6 contains 143974 members 
Mstep: Class 7 contains 18858 members 
Mstep: Class 8 contains 4348 members 
Mstep: Class 9 contains 82793 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 10529 members 
Mstep: Class 13 contains 6302 members 
Mstep: Class 14 contains 46514 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 1790 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 85556 members 
Mstep: Class 19 contains 87567 members 
Mstep: Class 20 contains 38195 members 
Mstep: Class 21 contains 11063 members 
Mstep: Class 22 contains 72801 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 64143 members 
Mstep: Class 26 contains 13470 members 
Mstep: Class 27 contains 21057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111416.000000 Penalty: 60205.453125
Iteration 447Q: 28 clusters Score -1.021114e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 14859 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 144754 members 
Mstep: Class 6 contains 143661 members 
Mstep: Class 7 contains 18889 members 
Mstep: Class 8 contains 4348 members 
Mstep: Class 9 contains 82827 members 
Mstep: Class 10 contains 3733 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 10531 members 
Mstep: Class 13 contains 6304 members 
Mstep: Class 14 contains 46524 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1793 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 85529 members 
Mstep: Class 19 contains 87617 members 
Mstep: Class 20 contains 38147 members 
Mstep: Class 21 contains 11057 members 
Mstep: Class 22 contains 72826 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 64128 members 
Mstep: Class 26 contains 13481 members 
Mstep: Class 27 contains 21043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111448.000000 Penalty: 60205.453125
Iteration 448Q: 28 clusters Score -1.021114e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 14498 members 
Mstep: Class 3 contains 14858 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 145012 members 
Mstep: Class 6 contains 143346 members 
Mstep: Class 7 contains 18914 members 
Mstep: Class 8 contains 4348 members 
Mstep: Class 9 contains 82870 members 
Mstep: Class 10 contains 3730 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 10530 members 
Mstep: Class 13 contains 6305 members 
Mstep: Class 14 contains 46532 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1795 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 85504 members 
Mstep: Class 19 contains 87681 members 
Mstep: Class 20 contains 38103 members 
Mstep: Class 21 contains 11053 members 
Mstep: Class 22 contains 72841 members 
Mstep: Class 23 contains 3367 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 64107 members 
Mstep: Class 26 contains 13483 members 
Mstep: Class 27 contains 21032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111568.000000 Penalty: 60205.453125
Iteration 449Q: 28 clusters Score -1.021116e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 14514 members 
Mstep: Class 3 contains 14862 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 145229 members 
Mstep: Class 6 contains 143021 members 
Mstep: Class 7 contains 18961 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 82911 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 10536 members 
Mstep: Class 13 contains 6308 members 
Mstep: Class 14 contains 46529 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1795 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 85472 members 
Mstep: Class 19 contains 87759 members 
Mstep: Class 20 contains 38067 members 
Mstep: Class 21 contains 11050 members 
Mstep: Class 22 contains 72860 members 
Mstep: Class 23 contains 3367 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 64083 members 
Mstep: Class 26 contains 13483 members 
Mstep: Class 27 contains 21026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111536.000000 Penalty: 60205.453125
Iteration 450Q: 28 clusters Score -1.021115e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 14535 members 
Mstep: Class 3 contains 14867 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 145455 members 
Mstep: Class 6 contains 142696 members 
Mstep: Class 7 contains 19001 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 82928 members 
Mstep: Class 10 contains 3723 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 10539 members 
Mstep: Class 13 contains 6311 members 
Mstep: Class 14 contains 46528 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1795 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 85458 members 
Mstep: Class 19 contains 87826 members 
Mstep: Class 20 contains 38037 members 
Mstep: Class 21 contains 11047 members 
Mstep: Class 22 contains 72883 members 
Mstep: Class 23 contains 3367 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 64063 members 
Mstep: Class 26 contains 13483 members 
Mstep: Class 27 contains 21019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111664.000000 Penalty: 60205.453125
Iteration 451Q: 28 clusters Score -1.021117e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 14562 members 
Mstep: Class 3 contains 14864 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 145668 members 
Mstep: Class 6 contains 142396 members 
Mstep: Class 7 contains 19035 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 82950 members 
Mstep: Class 10 contains 3723 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 10533 members 
Mstep: Class 13 contains 6316 members 
Mstep: Class 14 contains 46532 members 
Mstep: Class 15 contains 3965 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 85451 members 
Mstep: Class 19 contains 87892 members 
Mstep: Class 20 contains 38007 members 
Mstep: Class 21 contains 11041 members 
Mstep: Class 22 contains 72895 members 
Mstep: Class 23 contains 3367 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 64052 members 
Mstep: Class 26 contains 13478 members 
Mstep: Class 27 contains 21014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111816.000000 Penalty: 60205.453125
Iteration 452Q: 28 clusters Score -1.021118e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 14582 members 
Mstep: Class 3 contains 14866 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 145870 members 
Mstep: Class 6 contains 142099 members 
Mstep: Class 7 contains 19081 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 82992 members 
Mstep: Class 10 contains 3723 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 10522 members 
Mstep: Class 13 contains 6317 members 
Mstep: Class 14 contains 46534 members 
Mstep: Class 15 contains 3965 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 85453 members 
Mstep: Class 19 contains 87967 members 
Mstep: Class 20 contains 37978 members 
Mstep: Class 21 contains 11037 members 
Mstep: Class 22 contains 72897 members 
Mstep: Class 23 contains 3367 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 64016 members 
Mstep: Class 26 contains 13474 members 
Mstep: Class 27 contains 21007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111848.000000 Penalty: 60205.453125
Iteration 453Q: 28 clusters Score -1.021118e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 14595 members 
Mstep: Class 3 contains 14863 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 146059 members 
Mstep: Class 6 contains 141828 members 
Mstep: Class 7 contains 19130 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 83036 members 
Mstep: Class 10 contains 3720 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 10505 members 
Mstep: Class 13 contains 6321 members 
Mstep: Class 14 contains 46536 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 85437 members 
Mstep: Class 19 contains 88032 members 
Mstep: Class 20 contains 37953 members 
Mstep: Class 21 contains 11036 members 
Mstep: Class 22 contains 72907 members 
Mstep: Class 23 contains 3367 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 63986 members 
Mstep: Class 26 contains 13473 members 
Mstep: Class 27 contains 21000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111744.000000 Penalty: 60205.453125
Iteration 454Q: 28 clusters Score -1.021117e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 14613 members 
Mstep: Class 3 contains 14864 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 146244 members 
Mstep: Class 6 contains 141543 members 
Mstep: Class 7 contains 19174 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 83079 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 10496 members 
Mstep: Class 13 contains 6324 members 
Mstep: Class 14 contains 46538 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 85420 members 
Mstep: Class 19 contains 88108 members 
Mstep: Class 20 contains 37918 members 
Mstep: Class 21 contains 11030 members 
Mstep: Class 22 contains 72908 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 63966 members 
Mstep: Class 26 contains 13470 members 
Mstep: Class 27 contains 20999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111912.000000 Penalty: 60205.453125
Iteration 455Q: 28 clusters Score -1.021119e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 14638 members 
Mstep: Class 3 contains 14862 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 146430 members 
Mstep: Class 6 contains 141241 members 
Mstep: Class 7 contains 19213 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 83115 members 
Mstep: Class 10 contains 3715 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 10482 members 
Mstep: Class 13 contains 6327 members 
Mstep: Class 14 contains 46538 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 85421 members 
Mstep: Class 19 contains 88185 members 
Mstep: Class 20 contains 37899 members 
Mstep: Class 21 contains 11027 members 
Mstep: Class 22 contains 72911 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 63934 members 
Mstep: Class 26 contains 13465 members 
Mstep: Class 27 contains 21003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111824.000000 Penalty: 60205.453125
Iteration 456Q: 28 clusters Score -1.021118e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 14655 members 
Mstep: Class 3 contains 14852 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 146600 members 
Mstep: Class 6 contains 140968 members 
Mstep: Class 7 contains 19254 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 83149 members 
Mstep: Class 10 contains 3713 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 10476 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 46539 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 85423 members 
Mstep: Class 19 contains 88260 members 
Mstep: Class 20 contains 37878 members 
Mstep: Class 21 contains 11022 members 
Mstep: Class 22 contains 72918 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 63908 members 
Mstep: Class 26 contains 13465 members 
Mstep: Class 27 contains 21000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111840.000000 Penalty: 60205.453125
Iteration 457Q: 28 clusters Score -1.021118e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 14671 members 
Mstep: Class 3 contains 14851 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 146761 members 
Mstep: Class 6 contains 140715 members 
Mstep: Class 7 contains 19286 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 83185 members 
Mstep: Class 10 contains 3713 members 
Mstep: Class 11 contains 2282 members 
Mstep: Class 12 contains 10463 members 
Mstep: Class 13 contains 6324 members 
Mstep: Class 14 contains 46541 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 1797 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 85426 members 
Mstep: Class 19 contains 88330 members 
Mstep: Class 20 contains 37861 members 
Mstep: Class 21 contains 11020 members 
Mstep: Class 22 contains 72926 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 63876 members 
Mstep: Class 26 contains 13466 members 
Mstep: Class 27 contains 20990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111688.000000 Penalty: 60205.453125
Iteration 458Q: 28 clusters Score -1.021117e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 14695 members 
Mstep: Class 3 contains 14855 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 146904 members 
Mstep: Class 6 contains 140475 members 
Mstep: Class 7 contains 19305 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 83220 members 
Mstep: Class 10 contains 3709 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 10458 members 
Mstep: Class 13 contains 6321 members 
Mstep: Class 14 contains 46538 members 
Mstep: Class 15 contains 3965 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 203 members 
Mstep: Class 18 contains 85422 members 
Mstep: Class 19 contains 88388 members 
Mstep: Class 20 contains 37853 members 
Mstep: Class 21 contains 11013 members 
Mstep: Class 22 contains 72940 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 63849 members 
Mstep: Class 26 contains 13467 members 
Mstep: Class 27 contains 20981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111872.000000 Penalty: 60205.453125
Iteration 459Q: 28 clusters Score -1.021119e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 14719 members 
Mstep: Class 3 contains 14854 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 147030 members 
Mstep: Class 6 contains 140252 members 
Mstep: Class 7 contains 19329 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 83276 members 
Mstep: Class 10 contains 3708 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 10443 members 
Mstep: Class 13 contains 6314 members 
Mstep: Class 14 contains 46542 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 1803 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 85404 members 
Mstep: Class 19 contains 88455 members 
Mstep: Class 20 contains 37840 members 
Mstep: Class 21 contains 11007 members 
Mstep: Class 22 contains 72955 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 63819 members 
Mstep: Class 26 contains 13468 members 
Mstep: Class 27 contains 20970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102111960.000000 Penalty: 60205.453125
Iteration 460F: 28 clusters Score -1.02112e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 14744 members 
Mstep: Class 3 contains 14853 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 147104 members 
Mstep: Class 6 contains 140065 members 
Mstep: Class 7 contains 19351 members 
Mstep: Class 8 contains 4343 members 
Mstep: Class 9 contains 83328 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 10433 members 
Mstep: Class 13 contains 6307 members 
Mstep: Class 14 contains 46537 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1806 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85385 members 
Mstep: Class 19 contains 88536 members 
Mstep: Class 20 contains 37831 members 
Mstep: Class 21 contains 11001 members 
Mstep: Class 22 contains 72985 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 63787 members 
Mstep: Class 26 contains 13466 members 
Mstep: Class 27 contains 20951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112184.000000 Penalty: 60205.453125
Iteration 461Q: 28 clusters Score -1.021122e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 14780 members 
Mstep: Class 3 contains 14851 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 147179 members 
Mstep: Class 6 contains 139844 members 
Mstep: Class 7 contains 19379 members 
Mstep: Class 8 contains 4343 members 
Mstep: Class 9 contains 83385 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 2285 members 
Mstep: Class 12 contains 10428 members 
Mstep: Class 13 contains 6307 members 
Mstep: Class 14 contains 46537 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 1809 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85358 members 
Mstep: Class 19 contains 88623 members 
Mstep: Class 20 contains 37819 members 
Mstep: Class 21 contains 11002 members 
Mstep: Class 22 contains 73012 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 63752 members 
Mstep: Class 26 contains 13464 members 
Mstep: Class 27 contains 20932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112224.000000 Penalty: 60205.453125
Iteration 462Q: 28 clusters Score -1.021122e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 14817 members 
Mstep: Class 3 contains 14846 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 147218 members 
Mstep: Class 6 contains 139664 members 
Mstep: Class 7 contains 19405 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 83436 members 
Mstep: Class 10 contains 3712 members 
Mstep: Class 11 contains 2286 members 
Mstep: Class 12 contains 10424 members 
Mstep: Class 13 contains 6307 members 
Mstep: Class 14 contains 46532 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 1811 members 
Mstep: Class 17 contains 203 members 
Mstep: Class 18 contains 85338 members 
Mstep: Class 19 contains 88709 members 
Mstep: Class 20 contains 37813 members 
Mstep: Class 21 contains 10999 members 
Mstep: Class 22 contains 73033 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 63721 members 
Mstep: Class 26 contains 13459 members 
Mstep: Class 27 contains 20924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112296.000000 Penalty: 60205.453125
Iteration 463Q: 28 clusters Score -1.021123e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 14843 members 
Mstep: Class 3 contains 14842 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 147224 members 
Mstep: Class 6 contains 139540 members 
Mstep: Class 7 contains 19429 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 83496 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 2286 members 
Mstep: Class 12 contains 10413 members 
Mstep: Class 13 contains 6305 members 
Mstep: Class 14 contains 46539 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 204 members 
Mstep: Class 18 contains 85314 members 
Mstep: Class 19 contains 88794 members 
Mstep: Class 20 contains 37800 members 
Mstep: Class 21 contains 10995 members 
Mstep: Class 22 contains 73046 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 63688 members 
Mstep: Class 26 contains 13455 members 
Mstep: Class 27 contains 20914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112400.000000 Penalty: 60205.453125
Iteration 464Q: 28 clusters Score -1.021124e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 14838 members 
Mstep: Class 4 contains 613 members 
Mstep: Class 5 contains 147244 members 
Mstep: Class 6 contains 139394 members 
Mstep: Class 7 contains 19450 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 83548 members 
Mstep: Class 10 contains 3714 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 10403 members 
Mstep: Class 13 contains 6302 members 
Mstep: Class 14 contains 46544 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85288 members 
Mstep: Class 19 contains 88880 members 
Mstep: Class 20 contains 37792 members 
Mstep: Class 21 contains 10989 members 
Mstep: Class 22 contains 73060 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 977 members 
Mstep: Class 25 contains 63670 members 
Mstep: Class 26 contains 13450 members 
Mstep: Class 27 contains 20903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112496.000000 Penalty: 60205.453125
Iteration 465Q: 28 clusters Score -1.021125e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 14903 members 
Mstep: Class 3 contains 14833 members 
Mstep: Class 4 contains 612 members 
Mstep: Class 5 contains 147262 members 
Mstep: Class 6 contains 139283 members 
Mstep: Class 7 contains 19472 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 83585 members 
Mstep: Class 10 contains 3716 members 
Mstep: Class 11 contains 2284 members 
Mstep: Class 12 contains 10390 members 
Mstep: Class 13 contains 6294 members 
Mstep: Class 14 contains 46544 members 
Mstep: Class 15 contains 3970 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85274 members 
Mstep: Class 19 contains 88949 members 
Mstep: Class 20 contains 37782 members 
Mstep: Class 21 contains 10984 members 
Mstep: Class 22 contains 73079 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 63644 members 
Mstep: Class 26 contains 13445 members 
Mstep: Class 27 contains 20902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112304.000000 Penalty: 60205.453125
Iteration 466Q: 28 clusters Score -1.021123e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 14917 members 
Mstep: Class 3 contains 14834 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 147305 members 
Mstep: Class 6 contains 139189 members 
Mstep: Class 7 contains 19487 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 83617 members 
Mstep: Class 10 contains 3718 members 
Mstep: Class 11 contains 2284 members 
Mstep: Class 12 contains 10381 members 
Mstep: Class 13 contains 6283 members 
Mstep: Class 14 contains 46535 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85270 members 
Mstep: Class 19 contains 89014 members 
Mstep: Class 20 contains 37767 members 
Mstep: Class 21 contains 10982 members 
Mstep: Class 22 contains 73083 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 63611 members 
Mstep: Class 26 contains 13442 members 
Mstep: Class 27 contains 20904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112552.000000 Penalty: 60205.453125
Iteration 467Q: 28 clusters Score -1.021126e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 14929 members 
Mstep: Class 3 contains 14835 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 147325 members 
Mstep: Class 6 contains 139136 members 
Mstep: Class 7 contains 19496 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 83653 members 
Mstep: Class 10 contains 3720 members 
Mstep: Class 11 contains 2285 members 
Mstep: Class 12 contains 10369 members 
Mstep: Class 13 contains 6272 members 
Mstep: Class 14 contains 46527 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85258 members 
Mstep: Class 19 contains 89075 members 
Mstep: Class 20 contains 37742 members 
Mstep: Class 21 contains 10978 members 
Mstep: Class 22 contains 73102 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 63578 members 
Mstep: Class 26 contains 13440 members 
Mstep: Class 27 contains 20896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112512.000000 Penalty: 60205.453125
Iteration 468Q: 28 clusters Score -1.021125e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 14933 members 
Mstep: Class 3 contains 14833 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 147363 members 
Mstep: Class 6 contains 139065 members 
Mstep: Class 7 contains 19513 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 83694 members 
Mstep: Class 10 contains 3723 members 
Mstep: Class 11 contains 2285 members 
Mstep: Class 12 contains 10358 members 
Mstep: Class 13 contains 6266 members 
Mstep: Class 14 contains 46523 members 
Mstep: Class 15 contains 3974 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85229 members 
Mstep: Class 19 contains 89135 members 
Mstep: Class 20 contains 37713 members 
Mstep: Class 21 contains 10977 members 
Mstep: Class 22 contains 73117 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 63557 members 
Mstep: Class 26 contains 13440 members 
Mstep: Class 27 contains 20891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112320.000000 Penalty: 60205.453125
Iteration 469Q: 28 clusters Score -1.021123e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 14935 members 
Mstep: Class 3 contains 14830 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 147381 members 
Mstep: Class 6 contains 139015 members 
Mstep: Class 7 contains 19525 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 83725 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 2284 members 
Mstep: Class 12 contains 10354 members 
Mstep: Class 13 contains 6257 members 
Mstep: Class 14 contains 46528 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85196 members 
Mstep: Class 19 contains 89200 members 
Mstep: Class 20 contains 37687 members 
Mstep: Class 21 contains 10973 members 
Mstep: Class 22 contains 73148 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 63533 members 
Mstep: Class 26 contains 13438 members 
Mstep: Class 27 contains 20890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112208.000000 Penalty: 60205.453125
Iteration 470Q: 28 clusters Score -1.021122e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 14934 members 
Mstep: Class 3 contains 14823 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 147398 members 
Mstep: Class 6 contains 138954 members 
Mstep: Class 7 contains 19549 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 83735 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 2284 members 
Mstep: Class 12 contains 10347 members 
Mstep: Class 13 contains 6248 members 
Mstep: Class 14 contains 46537 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 85183 members 
Mstep: Class 19 contains 89246 members 
Mstep: Class 20 contains 37670 members 
Mstep: Class 21 contains 10974 members 
Mstep: Class 22 contains 73194 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 63503 members 
Mstep: Class 26 contains 13438 members 
Mstep: Class 27 contains 20882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112344.000000 Penalty: 60205.453125
Iteration 471Q: 28 clusters Score -1.021123e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 14941 members 
Mstep: Class 3 contains 14814 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 147426 members 
Mstep: Class 6 contains 138862 members 
Mstep: Class 7 contains 19569 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 83749 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 2284 members 
Mstep: Class 12 contains 10345 members 
Mstep: Class 13 contains 6246 members 
Mstep: Class 14 contains 46544 members 
Mstep: Class 15 contains 3974 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 85162 members 
Mstep: Class 19 contains 89294 members 
Mstep: Class 20 contains 37659 members 
Mstep: Class 21 contains 10973 members 
Mstep: Class 22 contains 73244 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 63477 members 
Mstep: Class 26 contains 13436 members 
Mstep: Class 27 contains 20879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112592.000000 Penalty: 60205.453125
Iteration 472Q: 28 clusters Score -1.021126e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 14953 members 
Mstep: Class 3 contains 14809 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 147480 members 
Mstep: Class 6 contains 138754 members 
Mstep: Class 7 contains 19588 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 83775 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 2285 members 
Mstep: Class 12 contains 10338 members 
Mstep: Class 13 contains 6240 members 
Mstep: Class 14 contains 46549 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 85140 members 
Mstep: Class 19 contains 89340 members 
Mstep: Class 20 contains 37638 members 
Mstep: Class 21 contains 10970 members 
Mstep: Class 22 contains 73287 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 63450 members 
Mstep: Class 26 contains 13434 members 
Mstep: Class 27 contains 20873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112840.000000 Penalty: 60205.453125
Iteration 473Q: 28 clusters Score -1.021128e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 14956 members 
Mstep: Class 3 contains 14807 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 147526 members 
Mstep: Class 6 contains 138689 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 83810 members 
Mstep: Class 10 contains 3726 members 
Mstep: Class 11 contains 2285 members 
Mstep: Class 12 contains 10328 members 
Mstep: Class 13 contains 6231 members 
Mstep: Class 14 contains 46548 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 85100 members 
Mstep: Class 19 contains 89381 members 
Mstep: Class 20 contains 37611 members 
Mstep: Class 21 contains 10969 members 
Mstep: Class 22 contains 73327 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 63426 members 
Mstep: Class 26 contains 13432 members 
Mstep: Class 27 contains 20868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112824.000000 Penalty: 60205.453125
Iteration 474Q: 28 clusters Score -1.021128e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 14965 members 
Mstep: Class 3 contains 14803 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 147542 members 
Mstep: Class 6 contains 138625 members 
Mstep: Class 7 contains 19624 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 83866 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 2286 members 
Mstep: Class 12 contains 10327 members 
Mstep: Class 13 contains 6226 members 
Mstep: Class 14 contains 46541 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 85038 members 
Mstep: Class 19 contains 89427 members 
Mstep: Class 20 contains 37593 members 
Mstep: Class 21 contains 10967 members 
Mstep: Class 22 contains 73374 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 63399 members 
Mstep: Class 26 contains 13428 members 
Mstep: Class 27 contains 20860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112920.000000 Penalty: 60205.453125
Iteration 475Q: 28 clusters Score -1.021129e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 14975 members 
Mstep: Class 3 contains 14797 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 147588 members 
Mstep: Class 6 contains 138544 members 
Mstep: Class 7 contains 19649 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 83907 members 
Mstep: Class 10 contains 3728 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 10324 members 
Mstep: Class 13 contains 6207 members 
Mstep: Class 14 contains 46528 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 85000 members 
Mstep: Class 19 contains 89484 members 
Mstep: Class 20 contains 37575 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 73412 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 63373 members 
Mstep: Class 26 contains 13426 members 
Mstep: Class 27 contains 20856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113048.000000 Penalty: 60205.453125
Iteration 476Q: 28 clusters Score -1.02113e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 14985 members 
Mstep: Class 3 contains 14793 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 147608 members 
Mstep: Class 6 contains 138501 members 
Mstep: Class 7 contains 19669 members 
Mstep: Class 8 contains 4343 members 
Mstep: Class 9 contains 83952 members 
Mstep: Class 10 contains 3726 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 10321 members 
Mstep: Class 13 contains 6190 members 
Mstep: Class 14 contains 46521 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 84972 members 
Mstep: Class 19 contains 89536 members 
Mstep: Class 20 contains 37544 members 
Mstep: Class 21 contains 10960 members 
Mstep: Class 22 contains 73448 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 63335 members 
Mstep: Class 26 contains 13427 members 
Mstep: Class 27 contains 20846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112808.000000 Penalty: 60205.453125
Iteration 477Q: 28 clusters Score -1.021128e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 14992 members 
Mstep: Class 3 contains 14788 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 147620 members 
Mstep: Class 6 contains 138444 members 
Mstep: Class 7 contains 19688 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 83999 members 
Mstep: Class 10 contains 3726 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 10318 members 
Mstep: Class 13 contains 6179 members 
Mstep: Class 14 contains 46526 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 84945 members 
Mstep: Class 19 contains 89592 members 
Mstep: Class 20 contains 37521 members 
Mstep: Class 21 contains 10954 members 
Mstep: Class 22 contains 73480 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 974 members 
Mstep: Class 25 contains 63303 members 
Mstep: Class 26 contains 13428 members 
Mstep: Class 27 contains 20835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112736.000000 Penalty: 60205.453125
Iteration 478Q: 28 clusters Score -1.021127e+08 nChanged 677
Entering ConstructFrom: 
Score: -102112736.000000 Penalty: 60205.453125
Entering ConstructFrom: 
Trying to split cluster 1 (12824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Entering Unmasked Estep 
Score: -1484804.875000 Penalty: 1537.099487
	Iteration 0F: 2 clusters Score -1484805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1475773.625000 Penalty: 3074.198975
	Iteration 0F: 3 clusters Score -1475774 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1478968.250000 Penalty: 3074.198975
	Iteration 1F: 3 clusters Score -1478968 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1479287.000000 Penalty: 3074.198975
	Iteration 2F: 3 clusters Score -1479287 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1479543.875000 Penalty: 3074.198975
	Iteration 3Q: 3 clusters Score -1479544 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1479775.375000 Penalty: 3074.198975
	Iteration 4Q: 3 clusters Score -1479775 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1480016.500000 Penalty: 3074.198975
	Iteration 5Q: 3 clusters Score -1480016 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1480282.500000 Penalty: 3074.198975
	Iteration 6Q: 3 clusters Score -1480282 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1480596.375000 Penalty: 3074.198975
	Iteration 7Q: 3 clusters Score -1480596 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1480965.375000 Penalty: 3074.198975
	Iteration 8Q: 3 clusters Score -1480965 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1481354.250000 Penalty: 3074.198975
	Iteration 9Q: 3 clusters Score -1481354 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1481725.625000 Penalty: 3074.198975
	Iteration 10Q: 3 clusters Score -1481726 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1481990.250000 Penalty: 3074.198975
	Iteration 11Q: 3 clusters Score -1481990 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1482135.750000 Penalty: 3074.198975
	Iteration 12Q: 3 clusters Score -1482136 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1482215.125000 Penalty: 3074.198975
	Iteration 13Q: 3 clusters Score -1482215 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1482250.500000 Penalty: 3074.198975
	Iteration 14Q: 3 clusters Score -1482250 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1482279.750000 Penalty: 3074.198975
	Iteration 15Q: 3 clusters Score -1482280 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1482301.625000 Penalty: 3074.198975
	Iteration 16Q: 3 clusters Score -1482302 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1482311.625000 Penalty: 3074.198975
	Iteration 17Q: 3 clusters Score -1482312 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1482323.375000 Penalty: 3074.198975
	Iteration 18Q: 3 clusters Score -1482323 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1482333.375000 Penalty: 3074.198975
	Iteration 19Q: 3 clusters Score -1482333 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1482348.250000 Penalty: 3074.198975
	Iteration 20F: 3 clusters Score -1482348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1482355.000000 Penalty: 3074.198975
	Iteration 21Q: 3 clusters Score -1482355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1482361.125000 Penalty: 3074.198975
	Iteration 22Q: 3 clusters Score -1482361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1482366.250000 Penalty: 3074.198975
	Iteration 23Q: 3 clusters Score -1482366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1482364.125000 Penalty: 3074.198975
	Iteration 24Q: 3 clusters Score -1482364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1482365.750000 Penalty: 3074.198975
	Iteration 25Q: 3 clusters Score -1482366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1482370.750000 Penalty: 3074.198975
	Iteration 26Q: 3 clusters Score -1482371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1482378.000000 Penalty: 3074.198975
	Iteration 27Q: 3 clusters Score -1482378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1482377.125000 Penalty: 3074.198975
	Iteration 28Q: 3 clusters Score -1482377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1482374.375000 Penalty: 3074.198975
	Iteration 29Q: 3 clusters Score -1482374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1482379.500000 Penalty: 3074.198975
	Iteration 30Q: 3 clusters Score -1482380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1482379.500000 Penalty: 3074.198975
	Iteration 31Q: 3 clusters Score -1482380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1482382.125000 Penalty: 3074.198975
	Iteration 32Q: 3 clusters Score -1482382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1482382.125000 Penalty: 3074.198975
	Iteration 33Q: 3 clusters Score -1482382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1482385.500000 Penalty: 3074.198975
	Iteration 34Q: 3 clusters Score -1482386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1482383.375000 Penalty: 3074.198975
	Iteration 35Q: 3 clusters Score -1482383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1482393.000000 Penalty: 3074.198975
	Iteration 36Q: 3 clusters Score -1482393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1482392.375000 Penalty: 3074.198975
	Iteration 37Q: 3 clusters Score -1482392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1482392.375000 Penalty: 3074.198975
	Iteration 38Q: 3 clusters Score -1482392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1482394.750000 Penalty: 3074.198975
	Iteration 39Q: 3 clusters Score -1482395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1482396.750000 Penalty: 3074.198975
	Iteration 40F: 3 clusters Score -1482397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1482399.750000 Penalty: 3074.198975
	Iteration 41Q: 3 clusters Score -1482400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1482401.000000 Penalty: 3074.198975
	Iteration 42Q: 3 clusters Score -1482401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1482403.125000 Penalty: 3074.198975
	Iteration 43Q: 3 clusters Score -1482403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1482401.500000 Penalty: 3074.198975
	Iteration 44Q: 3 clusters Score -1482402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1482403.000000 Penalty: 3074.198975
	Iteration 45Q: 3 clusters Score -1482403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1482404.000000 Penalty: 3074.198975
	Iteration 46Q: 3 clusters Score -1482404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1482408.000000 Penalty: 3074.198975
	Iteration 47Q: 3 clusters Score -1482408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1482409.875000 Penalty: 3074.198975
	Iteration 48Q: 3 clusters Score -1482410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1482414.125000 Penalty: 3074.198975
	Iteration 49Q: 3 clusters Score -1482414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1482415.000000 Penalty: 3074.198975
	Iteration 50Q: 3 clusters Score -1482415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1482415.125000 Penalty: 3074.198975
	Iteration 51Q: 3 clusters Score -1482415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1482416.875000 Penalty: 3074.198975
	Iteration 52Q: 3 clusters Score -1482417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1482417.875000 Penalty: 3074.198975
	Iteration 53Q: 3 clusters Score -1482418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1482416.750000 Penalty: 3074.198975
	Iteration 54Q: 3 clusters Score -1482417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1482418.000000 Penalty: 3074.198975
	Iteration 55Q: 3 clusters Score -1482418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1482420.375000 Penalty: 3074.198975
	Iteration 56Q: 3 clusters Score -1482420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1482424.750000 Penalty: 3074.198975
	Iteration 57Q: 3 clusters Score -1482425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1482429.750000 Penalty: 3074.198975
	Iteration 58Q: 3 clusters Score -1482430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1482433.875000 Penalty: 3074.198975
	Iteration 59Q: 3 clusters Score -1482434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1482434.875000 Penalty: 3074.198975
	Iteration 60F: 3 clusters Score -1482435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1482437.625000 Penalty: 3074.198975
	Iteration 61Q: 3 clusters Score -1482438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1482439.000000 Penalty: 3074.198975
	Iteration 62Q: 3 clusters Score -1482439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1482440.625000 Penalty: 3074.198975
	Iteration 63Q: 3 clusters Score -1482441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1482439.750000 Penalty: 3074.198975
	Iteration 64Q: 3 clusters Score -1482440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1482441.750000 Penalty: 3074.198975
	Iteration 65Q: 3 clusters Score -1482442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1482448.125000 Penalty: 3074.198975
	Iteration 66Q: 3 clusters Score -1482448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1482447.625000 Penalty: 3074.198975
	Iteration 67Q: 3 clusters Score -1482448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1482454.500000 Penalty: 3074.198975
	Iteration 68Q: 3 clusters Score -1482454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1482461.750000 Penalty: 3074.198975
	Iteration 69Q: 3 clusters Score -1482462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1482464.875000 Penalty: 3074.198975
	Iteration 70Q: 3 clusters Score -1482465 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1482475.625000 Penalty: 3074.198975
	Iteration 71Q: 3 clusters Score -1482476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1482480.000000 Penalty: 3074.198975
	Iteration 72Q: 3 clusters Score -1482480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1482487.375000 Penalty: 3074.198975
	Iteration 73Q: 3 clusters Score -1482487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1482492.000000 Penalty: 3074.198975
	Iteration 74Q: 3 clusters Score -1482492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1482491.000000 Penalty: 3074.198975
	Iteration 75Q: 3 clusters Score -1482491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1482493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1482504.000000 Penalty: 3074.198975
	Iteration 77Q: 3 clusters Score -1482504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1482505.875000 Penalty: 3074.198975
	Iteration 78Q: 3 clusters Score -1482506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1482508.000000 Penalty: 3074.198975
	Iteration 79Q: 3 clusters Score -1482508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1482515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1482518.625000 Penalty: 3074.198975
	Iteration 81Q: 3 clusters Score -1482519 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1482529.250000 Penalty: 3074.198975
	Iteration 82Q: 3 clusters Score -1482529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1482541.000000 Penalty: 3074.198975
	Iteration 83Q: 3 clusters Score -1482541 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1482551.000000 Penalty: 3074.198975
	Iteration 84Q: 3 clusters Score -1482551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1482553.875000 Penalty: 3074.198975
	Iteration 85Q: 3 clusters Score -1482554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1482564.125000 Penalty: 3074.198975
	Iteration 86Q: 3 clusters Score -1482564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1482571.500000 Penalty: 3074.198975
	Iteration 87Q: 3 clusters Score -1482572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1482574.000000 Penalty: 3074.198975
	Iteration 88Q: 3 clusters Score -1482574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1482582 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1482598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1482604.500000 Penalty: 3074.198975
	Iteration 91Q: 3 clusters Score -1482604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1482610.250000 Penalty: 3074.198975
	Iteration 92Q: 3 clusters Score -1482610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1482617.875000 Penalty: 3074.198975
	Iteration 93Q: 3 clusters Score -1482618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1482630.125000 Penalty: 3074.198975
	Iteration 94Q: 3 clusters Score -1482630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1482635.375000 Penalty: 3074.198975
	Iteration 95Q: 3 clusters Score -1482635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1482644.000000 Penalty: 3074.198975
	Iteration 96Q: 3 clusters Score -1482644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1482650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1482654.875000 Penalty: 3074.198975
	Iteration 98Q: 3 clusters Score -1482655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1482663.375000 Penalty: 3074.198975
	Iteration 99Q: 3 clusters Score -1482663 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1482670.000000 Penalty: 3074.198975
	Iteration 100F: 3 clusters Score -1482670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1482686.625000 Penalty: 3074.198975
	Iteration 101Q: 3 clusters Score -1482687 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1482693.250000 Penalty: 3074.198975
	Iteration 102Q: 3 clusters Score -1482693 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1482699.500000 Penalty: 3074.198975
	Iteration 103Q: 3 clusters Score -1482700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1482711.375000 Penalty: 3074.198975
	Iteration 104Q: 3 clusters Score -1482711 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1482723.750000 Penalty: 3074.198975
	Iteration 105Q: 3 clusters Score -1482724 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1482738.250000 Penalty: 3074.198975
	Iteration 106Q: 3 clusters Score -1482738 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1482752.000000 Penalty: 3074.198975
	Iteration 107Q: 3 clusters Score -1482752 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1482769.500000 Penalty: 3074.198975
	Iteration 108Q: 3 clusters Score -1482770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1482785.125000 Penalty: 3074.198975
	Iteration 109Q: 3 clusters Score -1482785 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1482811.000000 Penalty: 3074.198975
	Iteration 110Q: 3 clusters Score -1482811 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1482827.250000 Penalty: 3074.198975
	Iteration 111Q: 3 clusters Score -1482827 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1482843.875000 Penalty: 3074.198975
	Iteration 112Q: 3 clusters Score -1482844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1482866.250000 Penalty: 3074.198975
	Iteration 113Q: 3 clusters Score -1482866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1482887.250000 Penalty: 3074.198975
	Iteration 114Q: 3 clusters Score -1482887 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1482909.625000 Penalty: 3074.198975
	Iteration 115Q: 3 clusters Score -1482910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1482932.000000 Penalty: 3074.198975
	Iteration 116Q: 3 clusters Score -1482932 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1482945.000000 Penalty: 3074.198975
	Iteration 117Q: 3 clusters Score -1482945 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1482970.500000 Penalty: 3074.198975
	Iteration 118Q: 3 clusters Score -1482970 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1483001.625000 Penalty: 3074.198975
	Iteration 119Q: 3 clusters Score -1483002 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1483025.750000 Penalty: 3074.198975
	Iteration 120F: 3 clusters Score -1483026 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1483067.750000 Penalty: 3074.198975
	Iteration 121Q: 3 clusters Score -1483068 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1483098.875000 Penalty: 3074.198975
	Iteration 122Q: 3 clusters Score -1483099 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1483133.875000 Penalty: 3074.198975
	Iteration 123Q: 3 clusters Score -1483134 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1483169.625000 Penalty: 3074.198975
	Iteration 124Q: 3 clusters Score -1483170 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1483189.500000 Penalty: 3074.198975
	Iteration 125Q: 3 clusters Score -1483190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1483216.875000 Penalty: 3074.198975
	Iteration 126Q: 3 clusters Score -1483217 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1483249.875000 Penalty: 3074.198975
	Iteration 127Q: 3 clusters Score -1483250 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1483275.000000 Penalty: 3074.198975
	Iteration 128Q: 3 clusters Score -1483275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1483292.250000 Penalty: 3074.198975
	Iteration 129Q: 3 clusters Score -1483292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1483309.875000 Penalty: 3074.198975
	Iteration 130Q: 3 clusters Score -1483310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1483323.375000 Penalty: 3074.198975
	Iteration 131Q: 3 clusters Score -1483323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1483338.375000 Penalty: 3074.198975
	Iteration 132Q: 3 clusters Score -1483338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1483348.625000 Penalty: 3074.198975
	Iteration 133Q: 3 clusters Score -1483349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1483364.250000 Penalty: 3074.198975
	Iteration 134Q: 3 clusters Score -1483364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1483378.375000 Penalty: 3074.198975
	Iteration 135Q: 3 clusters Score -1483378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1483388.625000 Penalty: 3074.198975
	Iteration 136Q: 3 clusters Score -1483389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1483409.500000 Penalty: 3074.198975
	Iteration 137Q: 3 clusters Score -1483410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1483431.625000 Penalty: 3074.198975
	Iteration 138Q: 3 clusters Score -1483432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1483439.750000 Penalty: 3074.198975
	Iteration 139Q: 3 clusters Score -1483440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1483452.250000 Penalty: 3074.198975
	Iteration 140F: 3 clusters Score -1483452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1483464.750000 Penalty: 3074.198975
	Iteration 141Q: 3 clusters Score -1483465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1483488.000000 Penalty: 3074.198975
	Iteration 142Q: 3 clusters Score -1483488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1483498.250000 Penalty: 3074.198975
	Iteration 143Q: 3 clusters Score -1483498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1483507.125000 Penalty: 3074.198975
	Iteration 144Q: 3 clusters Score -1483507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1483517.875000 Penalty: 3074.198975
	Iteration 145Q: 3 clusters Score -1483518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1483528.250000 Penalty: 3074.198975
	Iteration 146Q: 3 clusters Score -1483528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1483532.750000 Penalty: 3074.198975
	Iteration 147Q: 3 clusters Score -1483533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1483536.625000 Penalty: 3074.198975
	Iteration 148Q: 3 clusters Score -1483537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1483539.250000 Penalty: 3074.198975
	Iteration 149Q: 3 clusters Score -1483539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1483544.000000 Penalty: 3074.198975
	Iteration 150Q: 3 clusters Score -1483544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1483544.125000 Penalty: 3074.198975
	Iteration 151Q: 3 clusters Score -1483544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1483544.500000 Penalty: 3074.198975
	Iteration 152Q: 3 clusters Score -1483544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1483545.375000 Penalty: 3074.198975
	Iteration 153Q: 3 clusters Score -1483545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1483546.625000 Penalty: 3074.198975
	Iteration 154Q: 3 clusters Score -1483547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1483549.125000 Penalty: 3074.198975
	Iteration 155Q: 3 clusters Score -1483549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1483548.375000 Penalty: 3074.198975
	Iteration 156Q: 3 clusters Score -1483548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1483548.125000 Penalty: 3074.198975
	Iteration 157Q: 3 clusters Score -1483548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1483548.125000 Penalty: 3074.198975
	Iteration 158F: 3 clusters Score -1483548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1709905.375000 Penalty: 1562.568359
	Iteration 0F: 2 clusters Score -1709905 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 7404 members 
Entering Unmasked Estep 
Score: -1699435.250000 Penalty: 3125.136719
	Iteration 0F: 3 clusters Score -1699435 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1703394.625000 Penalty: 3125.136719
	Iteration 1F: 3 clusters Score -1703395 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1703919.625000 Penalty: 3125.136719
	Iteration 2F: 3 clusters Score -1703920 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1704535.500000 Penalty: 3125.136719
	Iteration 3F: 3 clusters Score -1704536 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1705149.125000 Penalty: 3125.136719
	Iteration 4F: 3 clusters Score -1705149 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1705760.125000 Penalty: 3125.136719
	Iteration 5F: 3 clusters Score -1705760 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1706337.250000 Penalty: 3125.136719
	Iteration 6F: 3 clusters Score -1706337 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1706894.250000 Penalty: 3125.136719
	Iteration 7F: 3 clusters Score -1706894 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1707351.750000 Penalty: 3125.136719
	Iteration 8Q: 3 clusters Score -1707352 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1707755.125000 Penalty: 3125.136719
	Iteration 9Q: 3 clusters Score -1707755 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1708045.125000 Penalty: 3125.136719
	Iteration 10Q: 3 clusters Score -1708045 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1708252.125000 Penalty: 3125.136719
	Iteration 11Q: 3 clusters Score -1708252 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1708398.125000 Penalty: 3125.136719
	Iteration 12Q: 3 clusters Score -1708398 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1708481.500000 Penalty: 3125.136719
	Iteration 13Q: 3 clusters Score -1708482 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1708541.625000 Penalty: 3125.136719
	Iteration 14Q: 3 clusters Score -1708542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1708589.500000 Penalty: 3125.136719
	Iteration 15Q: 3 clusters Score -1708590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1708618.000000 Penalty: 3125.136719
	Iteration 16Q: 3 clusters Score -1708618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1708640.375000 Penalty: 3125.136719
	Iteration 17Q: 3 clusters Score -1708640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1708658.625000 Penalty: 3125.136719
	Iteration 18Q: 3 clusters Score -1708659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1708670.125000 Penalty: 3125.136719
	Iteration 19Q: 3 clusters Score -1708670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1708682.125000 Penalty: 3125.136719
	Iteration 20F: 3 clusters Score -1708682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1708687.375000 Penalty: 3125.136719
	Iteration 21Q: 3 clusters Score -1708687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1708695.875000 Penalty: 3125.136719
	Iteration 22Q: 3 clusters Score -1708696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1708695.625000 Penalty: 3125.136719
	Iteration 23Q: 3 clusters Score -1708696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1708699.000000 Penalty: 3125.136719
	Iteration 24Q: 3 clusters Score -1708699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1708698.875000 Penalty: 3125.136719
	Iteration 25Q: 3 clusters Score -1708699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1708701.875000 Penalty: 3125.136719
	Iteration 26Q: 3 clusters Score -1708702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1708702.625000 Penalty: 3125.136719
	Iteration 27Q: 3 clusters Score -1708703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1708701.250000 Penalty: 3125.136719
	Iteration 28Q: 3 clusters Score -1708701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1708701.250000 Penalty: 3125.136719
	Iteration 29F: 3 clusters Score -1708701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Entering Unmasked Estep 
Score: -1640658.000000 Penalty: 1560.211426
	Iteration 0F: 2 clusters Score -1640658 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 7379 members 
Entering Unmasked Estep 
Score: -1630377.125000 Penalty: 3120.422852
	Iteration 0F: 3 clusters Score -1630377 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1633824.375000 Penalty: 3120.422852
	Iteration 1F: 3 clusters Score -1633824 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1634054.125000 Penalty: 3120.422852
	Iteration 2Q: 3 clusters Score -1634054 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1634232.625000 Penalty: 3120.422852
	Iteration 3Q: 3 clusters Score -1634233 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1634390.875000 Penalty: 3120.422852
	Iteration 4Q: 3 clusters Score -1634391 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1634503.375000 Penalty: 3120.422852
	Iteration 5Q: 3 clusters Score -1634503 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1634592.250000 Penalty: 3120.422852
	Iteration 6Q: 3 clusters Score -1634592 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1634670.500000 Penalty: 3120.422852
	Iteration 7Q: 3 clusters Score -1634670 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1634731.125000 Penalty: 3120.422852
	Iteration 8Q: 3 clusters Score -1634731 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1634782.500000 Penalty: 3120.422852
	Iteration 9Q: 3 clusters Score -1634782 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1634834.125000 Penalty: 3120.422852
	Iteration 10Q: 3 clusters Score -1634834 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1634907.750000 Penalty: 3120.422852
	Iteration 11Q: 3 clusters Score -1634908 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1634976.875000 Penalty: 3120.422852
	Iteration 12Q: 3 clusters Score -1634977 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1635074.875000 Penalty: 3120.422852
	Iteration 13Q: 3 clusters Score -1635075 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1635191.250000 Penalty: 3120.422852
	Iteration 14Q: 3 clusters Score -1635191 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1635397.250000 Penalty: 3120.422852
	Iteration 15Q: 3 clusters Score -1635397 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1635733.750000 Penalty: 3120.422852
	Iteration 16Q: 3 clusters Score -1635734 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1636253.125000 Penalty: 3120.422852
	Iteration 17F: 3 clusters Score -1636253 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1637043.875000 Penalty: 3120.422852
	Iteration 18F: 3 clusters Score -1637044 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1637882.000000 Penalty: 3120.422852
	Iteration 19F: 3 clusters Score -1637882 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1638564.000000 Penalty: 3120.422852
	Iteration 20F: 3 clusters Score -1638564 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1638955.500000 Penalty: 3120.422852
	Iteration 21Q: 3 clusters Score -1638956 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1639121.875000 Penalty: 3120.422852
	Iteration 22Q: 3 clusters Score -1639122 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1639201.000000 Penalty: 3120.422852
	Iteration 23Q: 3 clusters Score -1639201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1639237.125000 Penalty: 3120.422852
	Iteration 24Q: 3 clusters Score -1639237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1639247.250000 Penalty: 3120.422852
	Iteration 25Q: 3 clusters Score -1639247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1639261.625000 Penalty: 3120.422852
	Iteration 26Q: 3 clusters Score -1639262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1639269.000000 Penalty: 3120.422852
	Iteration 27Q: 3 clusters Score -1639269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1639271.625000 Penalty: 3120.422852
	Iteration 28Q: 3 clusters Score -1639272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1639277.625000 Penalty: 3120.422852
	Iteration 29Q: 3 clusters Score -1639278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1639285.375000 Penalty: 3120.422852
	Iteration 30Q: 3 clusters Score -1639285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1639291.000000 Penalty: 3120.422852
	Iteration 31Q: 3 clusters Score -1639291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1639299.000000 Penalty: 3120.422852
	Iteration 32Q: 3 clusters Score -1639299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1639303.250000 Penalty: 3120.422852
	Iteration 33Q: 3 clusters Score -1639303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1639303.750000 Penalty: 3120.422852
	Iteration 34Q: 3 clusters Score -1639304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1639304.125000 Penalty: 3120.422852
	Iteration 35Q: 3 clusters Score -1639304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1639304.125000 Penalty: 3120.422852
	Iteration 36F: 3 clusters Score -1639304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -66643.968750 Penalty: 1043.249146
	Iteration 0F: 2 clusters Score -66643.97 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 298 members 
Entering Unmasked Estep 
Score: -65483.203125 Penalty: 2086.498291
	Iteration 0F: 3 clusters Score -65483.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65618.687500 Penalty: 2086.498291
	Iteration 1F: 3 clusters Score -65618.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65655.234375 Penalty: 2086.498291
	Iteration 2F: 3 clusters Score -65655.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65676.320312 Penalty: 2086.498291
	Iteration 3Q: 3 clusters Score -65676.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65697.890625 Penalty: 2086.498291
	Iteration 4Q: 3 clusters Score -65697.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65723.226562 Penalty: 2086.498291
	Iteration 5Q: 3 clusters Score -65723.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65736.796875 Penalty: 2086.498291
	Iteration 6Q: 3 clusters Score -65736.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65746.437500 Penalty: 2086.498291
	Iteration 7Q: 3 clusters Score -65746.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65763.507812 Penalty: 2086.498291
	Iteration 8Q: 3 clusters Score -65763.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -65777.421875 Penalty: 2086.498291
	Iteration 9Q: 3 clusters Score -65777.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65794.796875 Penalty: 2086.498291
	Iteration 10Q: 3 clusters Score -65794.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65813.492188 Penalty: 2086.498291
	Iteration 11Q: 3 clusters Score -65813.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65827.171875 Penalty: 2086.498291
	Iteration 12Q: 3 clusters Score -65827.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65832.062500 Penalty: 2086.498291
	Iteration 13Q: 3 clusters Score -65832.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65835.804688 Penalty: 2086.498291
	Iteration 14Q: 3 clusters Score -65835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65836.320312 Penalty: 2086.498291
	Iteration 15Q: 3 clusters Score -65836.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65836.320312 Penalty: 2086.498291
	Iteration 16F: 3 clusters Score -65836.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (147651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147651 members 
Entering Unmasked Estep 
Score: -16746011.000000 Penalty: 1934.173584
	Iteration 0F: 2 clusters Score -1.674601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73941 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -16649057.000000 Penalty: 3868.347168
	Iteration 0F: 3 clusters Score -1.664906e+07 nChanged 71383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 70805 members 
Entering Unmasked Estep 
Score: -16691094.000000 Penalty: 3868.347168
	Iteration 1F: 3 clusters Score -1.669109e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78573 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -16692239.000000 Penalty: 3868.347168
	Iteration 2Q: 3 clusters Score -1.669224e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81191 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -16694075.000000 Penalty: 3868.347168
	Iteration 3Q: 3 clusters Score -1.669408e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85068 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -16697021.000000 Penalty: 3868.347168
	Iteration 4Q: 3 clusters Score -1.669702e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90535 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -16701965.000000 Penalty: 3868.347168
	Iteration 5F: 3 clusters Score -1.670196e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97729 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -16709644.000000 Penalty: 3868.347168
	Iteration 6F: 3 clusters Score -1.670964e+07 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105510 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -16718680.000000 Penalty: 3868.347168
	Iteration 7F: 3 clusters Score -1.671868e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112015 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -16725856.000000 Penalty: 3868.347168
	Iteration 8F: 3 clusters Score -1.672586e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117050 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -16730048.000000 Penalty: 3868.347168
	Iteration 9Q: 3 clusters Score -1.673005e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121315 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -16732480.000000 Penalty: 3868.347168
	Iteration 10Q: 3 clusters Score -1.673248e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125250 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -16734379.000000 Penalty: 3868.347168
	Iteration 11Q: 3 clusters Score -1.673438e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128809 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -16736144.000000 Penalty: 3868.347168
	Iteration 12Q: 3 clusters Score -1.673614e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132001 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -16737630.000000 Penalty: 3868.347168
	Iteration 13Q: 3 clusters Score -1.673763e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134904 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -16739205.000000 Penalty: 3868.347168
	Iteration 14Q: 3 clusters Score -1.67392e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137221 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -16740393.000000 Penalty: 3868.347168
	Iteration 15Q: 3 clusters Score -1.674039e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139106 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -16741297.000000 Penalty: 3868.347168
	Iteration 16Q: 3 clusters Score -1.67413e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140574 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -16741955.000000 Penalty: 3868.347168
	Iteration 17Q: 3 clusters Score -1.674196e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141811 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -16742614.000000 Penalty: 3868.347168
	Iteration 18Q: 3 clusters Score -1.674261e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142851 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -16743111.000000 Penalty: 3868.347168
	Iteration 19Q: 3 clusters Score -1.674311e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143663 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -16743489.000000 Penalty: 3868.347168
	Iteration 20F: 3 clusters Score -1.674349e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144300 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -16743775.000000 Penalty: 3868.347168
	Iteration 21Q: 3 clusters Score -1.674378e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144795 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -16743963.000000 Penalty: 3868.347168
	Iteration 22Q: 3 clusters Score -1.674396e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145213 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -16744100.000000 Penalty: 3868.347168
	Iteration 23Q: 3 clusters Score -1.67441e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145545 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -16744173.000000 Penalty: 3868.347168
	Iteration 24Q: 3 clusters Score -1.674417e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145828 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -16744254.000000 Penalty: 3868.347168
	Iteration 25Q: 3 clusters Score -1.674425e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146053 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -16744282.000000 Penalty: 3868.347168
	Iteration 26Q: 3 clusters Score -1.674428e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146257 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -16744328.000000 Penalty: 3868.347168
	Iteration 27Q: 3 clusters Score -1.674433e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146425 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -16744333.000000 Penalty: 3868.347168
	Iteration 28Q: 3 clusters Score -1.674433e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146568 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -16744345.000000 Penalty: 3868.347168
	Iteration 29Q: 3 clusters Score -1.674434e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146667 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -16744389.000000 Penalty: 3868.347168
	Iteration 30Q: 3 clusters Score -1.674439e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146746 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -16744406.000000 Penalty: 3868.347168
	Iteration 31Q: 3 clusters Score -1.674441e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146809 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16744413.000000 Penalty: 3868.347168
	Iteration 32Q: 3 clusters Score -1.674441e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146854 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -16744430.000000 Penalty: 3868.347168
	Iteration 33Q: 3 clusters Score -1.674443e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146892 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -16744441.000000 Penalty: 3868.347168
	Iteration 34Q: 3 clusters Score -1.674444e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146924 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -16744438.000000 Penalty: 3868.347168
	Iteration 35Q: 3 clusters Score -1.674444e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146955 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -16744463.000000 Penalty: 3868.347168
	Iteration 36Q: 3 clusters Score -1.674446e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146981 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -16744456.000000 Penalty: 3868.347168
	Iteration 37Q: 3 clusters Score -1.674446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146999 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -16744462.000000 Penalty: 3868.347168
	Iteration 38Q: 3 clusters Score -1.674446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147010 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -16744471.000000 Penalty: 3868.347168
	Iteration 39Q: 3 clusters Score -1.674447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147024 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -16744485.000000 Penalty: 3868.347168
	Iteration 40F: 3 clusters Score -1.674448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147035 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16744494.000000 Penalty: 3868.347168
	Iteration 41Q: 3 clusters Score -1.674449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147049 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -16744504.000000 Penalty: 3868.347168
	Iteration 42Q: 3 clusters Score -1.67445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147061 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -16744506.000000 Penalty: 3868.347168
	Iteration 43Q: 3 clusters Score -1.674451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147071 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -16744515.000000 Penalty: 3868.347168
	Iteration 44Q: 3 clusters Score -1.674452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147080 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16744509.000000 Penalty: 3868.347168
	Iteration 45Q: 3 clusters Score -1.674451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147085 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -16744501.000000 Penalty: 3868.347168
	Iteration 46Q: 3 clusters Score -1.67445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147088 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -16744497.000000 Penalty: 3868.347168
	Iteration 47Q: 3 clusters Score -1.67445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147091 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -16744495.000000 Penalty: 3868.347168
	Iteration 48Q: 3 clusters Score -1.67445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147092 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -16744495.000000 Penalty: 3868.347168
	Iteration 49Q: 3 clusters Score -1.67445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147096 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -16744508.000000 Penalty: 3868.347168
	Iteration 50Q: 3 clusters Score -1.674451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147100 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -16744502.000000 Penalty: 3868.347168
	Iteration 51Q: 3 clusters Score -1.67445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147102 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -16744501.000000 Penalty: 3868.347168
	Iteration 52Q: 3 clusters Score -1.67445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147104 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -16744502.000000 Penalty: 3868.347168
	Iteration 53Q: 3 clusters Score -1.67445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147108 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -16744521.000000 Penalty: 3868.347168
	Iteration 54Q: 3 clusters Score -1.674452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147110 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -16744513.000000 Penalty: 3868.347168
	Iteration 55Q: 3 clusters Score -1.674451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147112 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -16744516.000000 Penalty: 3868.347168
	Iteration 56Q: 3 clusters Score -1.674452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147116 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -16744513.000000 Penalty: 3868.347168
	Iteration 57Q: 3 clusters Score -1.674451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147118 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -16744524.000000 Penalty: 3868.347168
	Iteration 58Q: 3 clusters Score -1.674452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147119 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -16744515.000000 Penalty: 3868.347168
	Iteration 59Q: 3 clusters Score -1.674452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147119 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -16744515.000000 Penalty: 3868.347168
	Iteration 60F: 3 clusters Score -1.674452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (138376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138376 members 
Entering Unmasked Estep 
Score: -15647595.000000 Penalty: 1923.630981
	Iteration 0F: 2 clusters Score -1.56476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -15556043.000000 Penalty: 3847.261963
	Iteration 0F: 3 clusters Score -1.555604e+07 nChanged 66620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -15595322.000000 Penalty: 3847.261963
	Iteration 1F: 3 clusters Score -1.559532e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 61856 members 
Entering Unmasked Estep 
Score: -15597209.000000 Penalty: 3847.261963
	Iteration 2Q: 3 clusters Score -1.559721e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80889 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -15599833.000000 Penalty: 3847.261963
	Iteration 3Q: 3 clusters Score -1.559983e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87051 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -15603646.000000 Penalty: 3847.261963
	Iteration 4F: 3 clusters Score -1.560365e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -15609538.000000 Penalty: 3847.261963
	Iteration 5F: 3 clusters Score -1.560954e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105034 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -15617526.000000 Penalty: 3847.261963
	Iteration 6F: 3 clusters Score -1.561753e+07 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115537 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -15626502.000000 Penalty: 3847.261963
	Iteration 7F: 3 clusters Score -1.56265e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124911 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -15634782.000000 Penalty: 3847.261963
	Iteration 8F: 3 clusters Score -1.563478e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131582 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -15640622.000000 Penalty: 3847.261963
	Iteration 9Q: 3 clusters Score -1.564062e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135414 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -15643928.000000 Penalty: 3847.261963
	Iteration 10Q: 3 clusters Score -1.564393e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137060 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -15645140.000000 Penalty: 3847.261963
	Iteration 11Q: 3 clusters Score -1.564514e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137681 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -15645583.000000 Penalty: 3847.261963
	Iteration 12Q: 3 clusters Score -1.564558e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137915 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -15645768.000000 Penalty: 3847.261963
	Iteration 13Q: 3 clusters Score -1.564577e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138010 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -15645861.000000 Penalty: 3847.261963
	Iteration 14Q: 3 clusters Score -1.564586e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138052 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -15645917.000000 Penalty: 3847.261963
	Iteration 15Q: 3 clusters Score -1.564592e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138067 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -15645950.000000 Penalty: 3847.261963
	Iteration 16Q: 3 clusters Score -1.564595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138073 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -15645945.000000 Penalty: 3847.261963
	Iteration 17Q: 3 clusters Score -1.564594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138077 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15645964.000000 Penalty: 3847.261963
	Iteration 18Q: 3 clusters Score -1.564596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138080 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -15645958.000000 Penalty: 3847.261963
	Iteration 19Q: 3 clusters Score -1.564596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138078 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15645958.000000 Penalty: 3847.261963
	Iteration 20F: 3 clusters Score -1.564596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138077 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15645959.000000 Penalty: 3847.261963
	Iteration 21Q: 3 clusters Score -1.564596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138076 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -15645962.000000 Penalty: 3847.261963
	Iteration 22Q: 3 clusters Score -1.564596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138076 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -15645962.000000 Penalty: 3847.261963
	Iteration 23F: 3 clusters Score -1.564596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Entering Unmasked Estep 
Score: -2276819.250000 Penalty: 1606.934937
	Iteration 0F: 2 clusters Score -2276819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2263313.000000 Penalty: 3213.869873
	Iteration 0F: 3 clusters Score -2263313 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2268243.500000 Penalty: 3213.869873
	Iteration 1F: 3 clusters Score -2268244 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2268680.250000 Penalty: 3213.869873
	Iteration 2F: 3 clusters Score -2268680 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2269111.250000 Penalty: 3213.869873
	Iteration 3F: 3 clusters Score -2269111 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2269612.000000 Penalty: 3213.869873
	Iteration 4F: 3 clusters Score -2269612 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2270277.250000 Penalty: 3213.869873
	Iteration 5F: 3 clusters Score -2270277 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2271208.750000 Penalty: 3213.869873
	Iteration 6F: 3 clusters Score -2271209 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2272316.000000 Penalty: 3213.869873
	Iteration 7F: 3 clusters Score -2272316 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2273391.750000 Penalty: 3213.869873
	Iteration 8F: 3 clusters Score -2273392 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2274239.000000 Penalty: 3213.869873
	Iteration 9Q: 3 clusters Score -2274239 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2274784.500000 Penalty: 3213.869873
	Iteration 10Q: 3 clusters Score -2274784 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2275088.250000 Penalty: 3213.869873
	Iteration 11Q: 3 clusters Score -2275088 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2275254.000000 Penalty: 3213.869873
	Iteration 12Q: 3 clusters Score -2275254 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2275331.750000 Penalty: 3213.869873
	Iteration 13Q: 3 clusters Score -2275332 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2275386.750000 Penalty: 3213.869873
	Iteration 14Q: 3 clusters Score -2275387 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2275412.750000 Penalty: 3213.869873
	Iteration 15Q: 3 clusters Score -2275413 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2275439.250000 Penalty: 3213.869873
	Iteration 16Q: 3 clusters Score -2275439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2275452.250000 Penalty: 3213.869873
	Iteration 17Q: 3 clusters Score -2275452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2275467.500000 Penalty: 3213.869873
	Iteration 18Q: 3 clusters Score -2275468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2275487.750000 Penalty: 3213.869873
	Iteration 19Q: 3 clusters Score -2275488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2275498.000000 Penalty: 3213.869873
	Iteration 20F: 3 clusters Score -2275498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2275505.250000 Penalty: 3213.869873
	Iteration 21Q: 3 clusters Score -2275505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2275512.250000 Penalty: 3213.869873
	Iteration 22Q: 3 clusters Score -2275512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2275512.750000 Penalty: 3213.869873
	Iteration 23Q: 3 clusters Score -2275513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2275518.000000 Penalty: 3213.869873
	Iteration 24Q: 3 clusters Score -2275518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2275518.750000 Penalty: 3213.869873
	Iteration 25Q: 3 clusters Score -2275519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2275520.250000 Penalty: 3213.869873
	Iteration 26Q: 3 clusters Score -2275520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2275520.750000 Penalty: 3213.869873
	Iteration 27Q: 3 clusters Score -2275521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2275521.250000 Penalty: 3213.869873
	Iteration 28Q: 3 clusters Score -2275521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2275521.250000 Penalty: 3213.869873
	Iteration 29F: 3 clusters Score -2275521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Entering Unmasked Estep 
Score: -470478.000000 Penalty: 1361.189453
	Iteration 0F: 2 clusters Score -470478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -466951.156250 Penalty: 2722.378906
	Iteration 0F: 3 clusters Score -466951.2 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -467900.437500 Penalty: 2722.378906
	Iteration 1F: 3 clusters Score -467900.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -468129.343750 Penalty: 2722.378906
	Iteration 2F: 3 clusters Score -468129.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -468308.968750 Penalty: 2722.378906
	Iteration 3F: 3 clusters Score -468309 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -468502.875000 Penalty: 2722.378906
	Iteration 4F: 3 clusters Score -468502.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -468715.875000 Penalty: 2722.378906
	Iteration 5F: 3 clusters Score -468715.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -468950.500000 Penalty: 2722.378906
	Iteration 6F: 3 clusters Score -468950.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -469182.375000 Penalty: 2722.378906
	Iteration 7F: 3 clusters Score -469182.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -469403.062500 Penalty: 2722.378906
	Iteration 8F: 3 clusters Score -469403.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -469570.656250 Penalty: 2722.378906
	Iteration 9F: 3 clusters Score -469570.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -469684.343750 Penalty: 2722.378906
	Iteration 10Q: 3 clusters Score -469684.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -469787.125000 Penalty: 2722.378906
	Iteration 11Q: 3 clusters Score -469787.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -469839.687500 Penalty: 2722.378906
	Iteration 12Q: 3 clusters Score -469839.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -469874.406250 Penalty: 2722.378906
	Iteration 13Q: 3 clusters Score -469874.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -469892.312500 Penalty: 2722.378906
	Iteration 14Q: 3 clusters Score -469892.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -469906.312500 Penalty: 2722.378906
	Iteration 15Q: 3 clusters Score -469906.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -469926.968750 Penalty: 2722.378906
	Iteration 16Q: 3 clusters Score -469927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -469945.312500 Penalty: 2722.378906
	Iteration 17Q: 3 clusters Score -469945.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -469957.687500 Penalty: 2722.378906
	Iteration 18Q: 3 clusters Score -469957.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -469971.968750 Penalty: 2722.378906
	Iteration 19Q: 3 clusters Score -469972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -469982.437500 Penalty: 2722.378906
	Iteration 20F: 3 clusters Score -469982.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -469992.406250 Penalty: 2722.378906
	Iteration 21Q: 3 clusters Score -469992.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -470004.250000 Penalty: 2722.378906
	Iteration 22Q: 3 clusters Score -470004.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -470021.843750 Penalty: 2722.378906
	Iteration 23Q: 3 clusters Score -470021.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -470036.593750 Penalty: 2722.378906
	Iteration 24Q: 3 clusters Score -470036.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -470043.750000 Penalty: 2722.378906
	Iteration 25Q: 3 clusters Score -470043.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -470048.593750 Penalty: 2722.378906
	Iteration 26Q: 3 clusters Score -470048.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -470052.875000 Penalty: 2722.378906
	Iteration 27Q: 3 clusters Score -470052.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -470057.343750 Penalty: 2722.378906
	Iteration 28Q: 3 clusters Score -470057.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -470065.375000 Penalty: 2722.378906
	Iteration 29Q: 3 clusters Score -470065.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -470067.906250 Penalty: 2722.378906
	Iteration 30Q: 3 clusters Score -470067.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -470068.375000 Penalty: 2722.378906
	Iteration 31Q: 3 clusters Score -470068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -470069.625000 Penalty: 2722.378906
	Iteration 32Q: 3 clusters Score -470069.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -470072.125000 Penalty: 2722.378906
	Iteration 33Q: 3 clusters Score -470072.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -470076.281250 Penalty: 2722.378906
	Iteration 34Q: 3 clusters Score -470076.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -470078.718750 Penalty: 2722.378906
	Iteration 35Q: 3 clusters Score -470078.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -470079.562500 Penalty: 2722.378906
	Iteration 36Q: 3 clusters Score -470079.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -470081.406250 Penalty: 2722.378906
	Iteration 37Q: 3 clusters Score -470081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -470083.187500 Penalty: 2722.378906
	Iteration 38Q: 3 clusters Score -470083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -470083.968750 Penalty: 2722.378906
	Iteration 39Q: 3 clusters Score -470084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -470083.968750 Penalty: 2722.378906
	Iteration 40F: 3 clusters Score -470084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Entering Unmasked Estep 
Score: -9816116.000000 Penalty: 1842.606934
	Iteration 0F: 2 clusters Score -9816116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -9760311.000000 Penalty: 3685.213867
	Iteration 0F: 3 clusters Score -9760311 nChanged 40112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -9783408.000000 Penalty: 3685.213867
	Iteration 1F: 3 clusters Score -9783408 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -9784244.000000 Penalty: 3685.213867
	Iteration 2Q: 3 clusters Score -9784244 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -9785541.000000 Penalty: 3685.213867
	Iteration 3Q: 3 clusters Score -9785541 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -9787836.000000 Penalty: 3685.213867
	Iteration 4F: 3 clusters Score -9787836 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -9792219.000000 Penalty: 3685.213867
	Iteration 5F: 3 clusters Score -9792219 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -9799168.000000 Penalty: 3685.213867
	Iteration 6F: 3 clusters Score -9799168 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -9807154.000000 Penalty: 3685.213867
	Iteration 7F: 3 clusters Score -9807154 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81457 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -9812015.000000 Penalty: 3685.213867
	Iteration 8F: 3 clusters Score -9812015 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9813713.000000 Penalty: 3685.213867
	Iteration 9Q: 3 clusters Score -9813713 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9814208.000000 Penalty: 3685.213867
	Iteration 10Q: 3 clusters Score -9814208 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9814367.000000 Penalty: 3685.213867
	Iteration 11Q: 3 clusters Score -9814367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9814406.000000 Penalty: 3685.213867
	Iteration 12Q: 3 clusters Score -9814406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9814426.000000 Penalty: 3685.213867
	Iteration 13Q: 3 clusters Score -9814426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9814434.000000 Penalty: 3685.213867
	Iteration 14Q: 3 clusters Score -9814434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9814434.000000 Penalty: 3685.213867
	Iteration 15Q: 3 clusters Score -9814434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83936 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9814439.000000 Penalty: 3685.213867
	Iteration 16Q: 3 clusters Score -9814439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9814455.000000 Penalty: 3685.213867
	Iteration 17Q: 3 clusters Score -9814455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83940 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9814459.000000 Penalty: 3685.213867
	Iteration 18Q: 3 clusters Score -9814459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9814459.000000 Penalty: 3685.213867
	Iteration 19Q: 3 clusters Score -9814459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83940 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9814458.000000 Penalty: 3685.213867
	Iteration 20F: 3 clusters Score -9814458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9814461.000000 Penalty: 3685.213867
	Iteration 21Q: 3 clusters Score -9814461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9814461.000000 Penalty: 3685.213867
	Iteration 22F: 3 clusters Score -9814461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -430778.218750 Penalty: 1336.339355
	Iteration 0F: 2 clusters Score -430778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -427606.000000 Penalty: 2672.678711
	Iteration 0F: 3 clusters Score -427606 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -428357.218750 Penalty: 2672.678711
	Iteration 1F: 3 clusters Score -428357.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -428512.187500 Penalty: 2672.678711
	Iteration 2F: 3 clusters Score -428512.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -428610.781250 Penalty: 2672.678711
	Iteration 3F: 3 clusters Score -428610.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -428684.562500 Penalty: 2672.678711
	Iteration 4Q: 3 clusters Score -428684.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -428742.968750 Penalty: 2672.678711
	Iteration 5Q: 3 clusters Score -428743 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -428794.000000 Penalty: 2672.678711
	Iteration 6Q: 3 clusters Score -428794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -428821.500000 Penalty: 2672.678711
	Iteration 7Q: 3 clusters Score -428821.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -428837.343750 Penalty: 2672.678711
	Iteration 8Q: 3 clusters Score -428837.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -428850.718750 Penalty: 2672.678711
	Iteration 9Q: 3 clusters Score -428850.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -428863.656250 Penalty: 2672.678711
	Iteration 10Q: 3 clusters Score -428863.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -428872.500000 Penalty: 2672.678711
	Iteration 11Q: 3 clusters Score -428872.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -428882.000000 Penalty: 2672.678711
	Iteration 12Q: 3 clusters Score -428882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -428893.312500 Penalty: 2672.678711
	Iteration 13Q: 3 clusters Score -428893.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -428902.812500 Penalty: 2672.678711
	Iteration 14Q: 3 clusters Score -428902.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -428913.781250 Penalty: 2672.678711
	Iteration 15Q: 3 clusters Score -428913.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -428919.625000 Penalty: 2672.678711
	Iteration 16Q: 3 clusters Score -428919.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -428924.437500 Penalty: 2672.678711
	Iteration 17Q: 3 clusters Score -428924.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -428930.187500 Penalty: 2672.678711
	Iteration 18Q: 3 clusters Score -428930.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -428934.500000 Penalty: 2672.678711
	Iteration 19Q: 3 clusters Score -428934.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -428935.968750 Penalty: 2672.678711
	Iteration 20F: 3 clusters Score -428936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -428937.750000 Penalty: 2672.678711
	Iteration 21Q: 3 clusters Score -428937.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -428939.687500 Penalty: 2672.678711
	Iteration 22Q: 3 clusters Score -428939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -428940.343750 Penalty: 2672.678711
	Iteration 23Q: 3 clusters Score -428940.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -428940.875000 Penalty: 2672.678711
	Iteration 24Q: 3 clusters Score -428940.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -428941.906250 Penalty: 2672.678711
	Iteration 25Q: 3 clusters Score -428941.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -428942.812500 Penalty: 2672.678711
	Iteration 26Q: 3 clusters Score -428942.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -428942.718750 Penalty: 2672.678711
	Iteration 27Q: 3 clusters Score -428942.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -428944.343750 Penalty: 2672.678711
	Iteration 28Q: 3 clusters Score -428944.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -428944.781250 Penalty: 2672.678711
	Iteration 29Q: 3 clusters Score -428944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -428944.062500 Penalty: 2672.678711
	Iteration 30Q: 3 clusters Score -428944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -428944.531250 Penalty: 2672.678711
	Iteration 31Q: 3 clusters Score -428944.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -428944.531250 Penalty: 2672.678711
	Iteration 32F: 3 clusters Score -428944.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -241398.937500 Penalty: 1256.936890
	Iteration 0F: 2 clusters Score -241398.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -239219.343750 Penalty: 2513.873779
	Iteration 0F: 3 clusters Score -239219.3 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -240012.125000 Penalty: 2513.873779
	Iteration 1F: 3 clusters Score -240012.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -240724.046875 Penalty: 2513.873779
	Iteration 2F: 3 clusters Score -240724 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -241675.250000 Penalty: 2513.873779
	Iteration 3F: 3 clusters Score -241675.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -242034.734375 Penalty: 2513.873779
	Iteration 4F: 3 clusters Score -242034.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -242142.828125 Penalty: 2513.873779
	Iteration 5Q: 3 clusters Score -242142.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -242178.312500 Penalty: 2513.873779
	Iteration 6Q: 3 clusters Score -242178.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -242192.218750 Penalty: 2513.873779
	Iteration 7Q: 3 clusters Score -242192.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -242197.859375 Penalty: 2513.873779
	Iteration 8Q: 3 clusters Score -242197.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -242199.984375 Penalty: 2513.873779
	Iteration 9Q: 3 clusters Score -242200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -242199.984375 Penalty: 2513.873779
	Iteration 10F: 3 clusters Score -242200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 15000 members 
Mstep: Class 3 contains 14784 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 147651 members 
Mstep: Class 6 contains 138376 members 
Mstep: Class 7 contains 19709 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 84046 members 
Mstep: Class 10 contains 3728 members 
Mstep: Class 11 contains 1816 members 
Mstep: Class 12 contains 10311 members 
Mstep: Class 13 contains 6175 members 
Mstep: Class 14 contains 46524 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 84918 members 
Mstep: Class 19 contains 89637 members 
Mstep: Class 20 contains 37497 members 
Mstep: Class 21 contains 10945 members 
Mstep: Class 22 contains 73507 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 63276 members 
Mstep: Class 26 contains 13430 members 
Mstep: Class 27 contains 20826 members 
Mstep: Class 28 contains 471 members 
Entering Unmasked Estep 
Score: -102112352.000000 Penalty: 62435.281250
Splitting cluster 11 changes total score from -102112736.000000 to -102112352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (10311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Entering Unmasked Estep 
Score: -1192873.625000 Penalty: 1501.657104
	Iteration 0F: 2 clusters Score -1192874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1185433.125000 Penalty: 3003.314209
	Iteration 0F: 3 clusters Score -1185433 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1187802.125000 Penalty: 3003.314209
	Iteration 1F: 3 clusters Score -1187802 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1188073.000000 Penalty: 3003.314209
	Iteration 2F: 3 clusters Score -1188073 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1188344.500000 Penalty: 3003.314209
	Iteration 3F: 3 clusters Score -1188344 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1188604.750000 Penalty: 3003.314209
	Iteration 4F: 3 clusters Score -1188605 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1188922.125000 Penalty: 3003.314209
	Iteration 5F: 3 clusters Score -1188922 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1189321.000000 Penalty: 3003.314209
	Iteration 6F: 3 clusters Score -1189321 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1189805.250000 Penalty: 3003.314209
	Iteration 7F: 3 clusters Score -1189805 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1190281.000000 Penalty: 3003.314209
	Iteration 8F: 3 clusters Score -1190281 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1190673.000000 Penalty: 3003.314209
	Iteration 9Q: 3 clusters Score -1190673 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1190943.000000 Penalty: 3003.314209
	Iteration 10Q: 3 clusters Score -1190943 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1191090.875000 Penalty: 3003.314209
	Iteration 11Q: 3 clusters Score -1191091 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1191186.125000 Penalty: 3003.314209
	Iteration 12Q: 3 clusters Score -1191186 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1191228.500000 Penalty: 3003.314209
	Iteration 13Q: 3 clusters Score -1191228 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1191264.125000 Penalty: 3003.314209
	Iteration 14Q: 3 clusters Score -1191264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1191294.625000 Penalty: 3003.314209
	Iteration 15Q: 3 clusters Score -1191295 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1191323.375000 Penalty: 3003.314209
	Iteration 16Q: 3 clusters Score -1191323 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1191351.125000 Penalty: 3003.314209
	Iteration 17Q: 3 clusters Score -1191351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1191367.625000 Penalty: 3003.314209
	Iteration 18Q: 3 clusters Score -1191368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1191387.375000 Penalty: 3003.314209
	Iteration 19Q: 3 clusters Score -1191387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1191404.750000 Penalty: 3003.314209
	Iteration 20F: 3 clusters Score -1191405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1191427.250000 Penalty: 3003.314209
	Iteration 21Q: 3 clusters Score -1191427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1191454.750000 Penalty: 3003.314209
	Iteration 22Q: 3 clusters Score -1191455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1191470.750000 Penalty: 3003.314209
	Iteration 23Q: 3 clusters Score -1191471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1191481.875000 Penalty: 3003.314209
	Iteration 24Q: 3 clusters Score -1191482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1191492.375000 Penalty: 3003.314209
	Iteration 25Q: 3 clusters Score -1191492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1191505.500000 Penalty: 3003.314209
	Iteration 26Q: 3 clusters Score -1191506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1191521.375000 Penalty: 3003.314209
	Iteration 27Q: 3 clusters Score -1191521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1191534.750000 Penalty: 3003.314209
	Iteration 28Q: 3 clusters Score -1191535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1191541.625000 Penalty: 3003.314209
	Iteration 29Q: 3 clusters Score -1191542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1191552.125000 Penalty: 3003.314209
	Iteration 30Q: 3 clusters Score -1191552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1191556.125000 Penalty: 3003.314209
	Iteration 31Q: 3 clusters Score -1191556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1191558.375000 Penalty: 3003.314209
	Iteration 32Q: 3 clusters Score -1191558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1191559.875000 Penalty: 3003.314209
	Iteration 33Q: 3 clusters Score -1191560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1191562.375000 Penalty: 3003.314209
	Iteration 34Q: 3 clusters Score -1191562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1191564.875000 Penalty: 3003.314209
	Iteration 35Q: 3 clusters Score -1191565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1191567.125000 Penalty: 3003.314209
	Iteration 36Q: 3 clusters Score -1191567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1191567.875000 Penalty: 3003.314209
	Iteration 37Q: 3 clusters Score -1191568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1191570.875000 Penalty: 3003.314209
	Iteration 38Q: 3 clusters Score -1191571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1191573.875000 Penalty: 3003.314209
	Iteration 39Q: 3 clusters Score -1191574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1191573.875000 Penalty: 3003.314209
	Iteration 40F: 3 clusters Score -1191574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Entering Unmasked Estep 
Score: -712408.875000 Penalty: 1418.342896
	Iteration 0F: 2 clusters Score -712408.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -707701.625000 Penalty: 2836.685791
	Iteration 0F: 3 clusters Score -707701.6 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -709017.062500 Penalty: 2836.685791
	Iteration 1F: 3 clusters Score -709017.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -709182.500000 Penalty: 2836.685791
	Iteration 2F: 3 clusters Score -709182.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -709297.937500 Penalty: 2836.685791
	Iteration 3Q: 3 clusters Score -709297.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -709385.000000 Penalty: 2836.685791
	Iteration 4Q: 3 clusters Score -709385 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -709454.062500 Penalty: 2836.685791
	Iteration 5Q: 3 clusters Score -709454.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -709499.812500 Penalty: 2836.685791
	Iteration 6Q: 3 clusters Score -709499.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -709531.062500 Penalty: 2836.685791
	Iteration 7Q: 3 clusters Score -709531.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -709557.187500 Penalty: 2836.685791
	Iteration 8Q: 3 clusters Score -709557.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -709575.812500 Penalty: 2836.685791
	Iteration 9Q: 3 clusters Score -709575.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -709588.000000 Penalty: 2836.685791
	Iteration 10Q: 3 clusters Score -709588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -709601.625000 Penalty: 2836.685791
	Iteration 11Q: 3 clusters Score -709601.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -709615.250000 Penalty: 2836.685791
	Iteration 12Q: 3 clusters Score -709615.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -709629.875000 Penalty: 2836.685791
	Iteration 13Q: 3 clusters Score -709629.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -709645.437500 Penalty: 2836.685791
	Iteration 14Q: 3 clusters Score -709645.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -709667.125000 Penalty: 2836.685791
	Iteration 15Q: 3 clusters Score -709667.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -709690.250000 Penalty: 2836.685791
	Iteration 16Q: 3 clusters Score -709690.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -709723.187500 Penalty: 2836.685791
	Iteration 17Q: 3 clusters Score -709723.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -709761.812500 Penalty: 2836.685791
	Iteration 18Q: 3 clusters Score -709761.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -709802.750000 Penalty: 2836.685791
	Iteration 19Q: 3 clusters Score -709802.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -709845.750000 Penalty: 2836.685791
	Iteration 20F: 3 clusters Score -709845.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -709889.937500 Penalty: 2836.685791
	Iteration 21Q: 3 clusters Score -709889.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -709946.750000 Penalty: 2836.685791
	Iteration 22Q: 3 clusters Score -709946.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -710031.125000 Penalty: 2836.685791
	Iteration 23Q: 3 clusters Score -710031.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -710143.937500 Penalty: 2836.685791
	Iteration 24Q: 3 clusters Score -710143.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -710265.500000 Penalty: 2836.685791
	Iteration 25Q: 3 clusters Score -710265.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -710396.812500 Penalty: 2836.685791
	Iteration 26Q: 3 clusters Score -710396.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -710529.250000 Penalty: 2836.685791
	Iteration 27Q: 3 clusters Score -710529.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -710647.125000 Penalty: 2836.685791
	Iteration 28Q: 3 clusters Score -710647.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -710748.562500 Penalty: 2836.685791
	Iteration 29Q: 3 clusters Score -710748.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -710834.250000 Penalty: 2836.685791
	Iteration 30Q: 3 clusters Score -710834.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -710903.187500 Penalty: 2836.685791
	Iteration 31Q: 3 clusters Score -710903.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -710957.562500 Penalty: 2836.685791
	Iteration 32Q: 3 clusters Score -710957.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -711000.125000 Penalty: 2836.685791
	Iteration 33Q: 3 clusters Score -711000.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -711033.875000 Penalty: 2836.685791
	Iteration 34Q: 3 clusters Score -711033.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -711066.125000 Penalty: 2836.685791
	Iteration 35Q: 3 clusters Score -711066.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -711084.875000 Penalty: 2836.685791
	Iteration 36Q: 3 clusters Score -711084.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -711102.125000 Penalty: 2836.685791
	Iteration 37Q: 3 clusters Score -711102.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -711117.000000 Penalty: 2836.685791
	Iteration 38Q: 3 clusters Score -711117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -711133.125000 Penalty: 2836.685791
	Iteration 39Q: 3 clusters Score -711133.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -711139.000000 Penalty: 2836.685791
	Iteration 40F: 3 clusters Score -711139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -711145.812500 Penalty: 2836.685791
	Iteration 41Q: 3 clusters Score -711145.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -711152.187500 Penalty: 2836.685791
	Iteration 42Q: 3 clusters Score -711152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -711155.875000 Penalty: 2836.685791
	Iteration 43Q: 3 clusters Score -711155.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -711160.125000 Penalty: 2836.685791
	Iteration 44Q: 3 clusters Score -711160.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -711163.625000 Penalty: 2836.685791
	Iteration 45Q: 3 clusters Score -711163.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -711165.375000 Penalty: 2836.685791
	Iteration 46Q: 3 clusters Score -711165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -711166.000000 Penalty: 2836.685791
	Iteration 47Q: 3 clusters Score -711166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -711167.062500 Penalty: 2836.685791
	Iteration 48Q: 3 clusters Score -711167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -711166.562500 Penalty: 2836.685791
	Iteration 49Q: 3 clusters Score -711166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -711166.562500 Penalty: 2836.685791
	Iteration 50F: 3 clusters Score -711166.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Entering Unmasked Estep 
Score: -5335935.500000 Penalty: 1746.505127
	Iteration 0F: 2 clusters Score -5335936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -5304651.000000 Penalty: 3493.010254
	Iteration 0F: 3 clusters Score -5304651 nChanged 21813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -5317106.000000 Penalty: 3493.010254
	Iteration 1F: 3 clusters Score -5317106 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -5317592.500000 Penalty: 3493.010254
	Iteration 2Q: 3 clusters Score -5317592 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -5317979.000000 Penalty: 3493.010254
	Iteration 3Q: 3 clusters Score -5317979 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -5318366.500000 Penalty: 3493.010254
	Iteration 4Q: 3 clusters Score -5318366 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -5318848.000000 Penalty: 3493.010254
	Iteration 5Q: 3 clusters Score -5318848 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -5319354.000000 Penalty: 3493.010254
	Iteration 6Q: 3 clusters Score -5319354 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -5320001.500000 Penalty: 3493.010254
	Iteration 7Q: 3 clusters Score -5320002 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -5320829.000000 Penalty: 3493.010254
	Iteration 8Q: 3 clusters Score -5320829 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -5321925.500000 Penalty: 3493.010254
	Iteration 9Q: 3 clusters Score -5321926 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -5323232.000000 Penalty: 3493.010254
	Iteration 10Q: 3 clusters Score -5323232 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -5324638.500000 Penalty: 3493.010254
	Iteration 11F: 3 clusters Score -5324638 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -5325967.000000 Penalty: 3493.010254
	Iteration 12Q: 3 clusters Score -5325967 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -5326836.000000 Penalty: 3493.010254
	Iteration 13Q: 3 clusters Score -5326836 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -5327233.500000 Penalty: 3493.010254
	Iteration 14Q: 3 clusters Score -5327234 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -5327406.000000 Penalty: 3493.010254
	Iteration 15Q: 3 clusters Score -5327406 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -5327541.500000 Penalty: 3493.010254
	Iteration 16Q: 3 clusters Score -5327542 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -5327645.500000 Penalty: 3493.010254
	Iteration 17Q: 3 clusters Score -5327646 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -5327761.000000 Penalty: 3493.010254
	Iteration 18Q: 3 clusters Score -5327761 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -5327914.500000 Penalty: 3493.010254
	Iteration 19Q: 3 clusters Score -5327914 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -5328107.500000 Penalty: 3493.010254
	Iteration 20F: 3 clusters Score -5328108 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -5328286.500000 Penalty: 3493.010254
	Iteration 21Q: 3 clusters Score -5328286 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -5328514.000000 Penalty: 3493.010254
	Iteration 22Q: 3 clusters Score -5328514 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -5328760.000000 Penalty: 3493.010254
	Iteration 23Q: 3 clusters Score -5328760 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -5329029.500000 Penalty: 3493.010254
	Iteration 24Q: 3 clusters Score -5329030 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -5329369.500000 Penalty: 3493.010254
	Iteration 25Q: 3 clusters Score -5329370 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -5329742.000000 Penalty: 3493.010254
	Iteration 26Q: 3 clusters Score -5329742 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -5330127.500000 Penalty: 3493.010254
	Iteration 27Q: 3 clusters Score -5330128 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -5330556.500000 Penalty: 3493.010254
	Iteration 28Q: 3 clusters Score -5330556 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -5330985.500000 Penalty: 3493.010254
	Iteration 29Q: 3 clusters Score -5330986 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -5331334.500000 Penalty: 3493.010254
	Iteration 30Q: 3 clusters Score -5331334 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -5331601.500000 Penalty: 3493.010254
	Iteration 31Q: 3 clusters Score -5331602 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -5331842.500000 Penalty: 3493.010254
	Iteration 32Q: 3 clusters Score -5331842 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -5332045.500000 Penalty: 3493.010254
	Iteration 33Q: 3 clusters Score -5332046 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -5332233.500000 Penalty: 3493.010254
	Iteration 34Q: 3 clusters Score -5332234 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -5332419.500000 Penalty: 3493.010254
	Iteration 35Q: 3 clusters Score -5332420 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -5332584.000000 Penalty: 3493.010254
	Iteration 36Q: 3 clusters Score -5332584 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -5332750.500000 Penalty: 3493.010254
	Iteration 37Q: 3 clusters Score -5332750 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -5332894.500000 Penalty: 3493.010254
	Iteration 38Q: 3 clusters Score -5332894 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -5333068.500000 Penalty: 3493.010254
	Iteration 39Q: 3 clusters Score -5333068 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5333216.000000 Penalty: 3493.010254
	Iteration 40F: 3 clusters Score -5333216 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -5333335.000000 Penalty: 3493.010254
	Iteration 41Q: 3 clusters Score -5333335 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -5333448.000000 Penalty: 3493.010254
	Iteration 42Q: 3 clusters Score -5333448 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -5333581.500000 Penalty: 3493.010254
	Iteration 43Q: 3 clusters Score -5333582 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5333699.500000 Penalty: 3493.010254
	Iteration 44Q: 3 clusters Score -5333700 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5333814.000000 Penalty: 3493.010254
	Iteration 45Q: 3 clusters Score -5333814 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5333908.000000 Penalty: 3493.010254
	Iteration 46Q: 3 clusters Score -5333908 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5333973.000000 Penalty: 3493.010254
	Iteration 47Q: 3 clusters Score -5333973 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5334029.000000 Penalty: 3493.010254
	Iteration 48Q: 3 clusters Score -5334029 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5334072.500000 Penalty: 3493.010254
	Iteration 49Q: 3 clusters Score -5334072 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5334129.000000 Penalty: 3493.010254
	Iteration 50Q: 3 clusters Score -5334129 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5334181.000000 Penalty: 3493.010254
	Iteration 51Q: 3 clusters Score -5334181 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5334210.500000 Penalty: 3493.010254
	Iteration 52Q: 3 clusters Score -5334210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5334240.000000 Penalty: 3493.010254
	Iteration 53Q: 3 clusters Score -5334240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5334276.000000 Penalty: 3493.010254
	Iteration 54Q: 3 clusters Score -5334276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5334279.500000 Penalty: 3493.010254
	Iteration 55Q: 3 clusters Score -5334280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5334303.500000 Penalty: 3493.010254
	Iteration 56Q: 3 clusters Score -5334304 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5334329.500000 Penalty: 3493.010254
	Iteration 57Q: 3 clusters Score -5334330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5334351.500000 Penalty: 3493.010254
	Iteration 58Q: 3 clusters Score -5334352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5334358.500000 Penalty: 3493.010254
	Iteration 59Q: 3 clusters Score -5334358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5334370.000000 Penalty: 3493.010254
	Iteration 60F: 3 clusters Score -5334370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5334397.500000 Penalty: 3493.010254
	Iteration 61Q: 3 clusters Score -5334398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5334400.000000 Penalty: 3493.010254
	Iteration 62Q: 3 clusters Score -5334400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5334408.500000 Penalty: 3493.010254
	Iteration 63Q: 3 clusters Score -5334408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5334426.500000 Penalty: 3493.010254
	Iteration 64Q: 3 clusters Score -5334426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5334450.500000 Penalty: 3493.010254
	Iteration 65Q: 3 clusters Score -5334450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5334467.500000 Penalty: 3493.010254
	Iteration 66Q: 3 clusters Score -5334468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5334484.000000 Penalty: 3493.010254
	Iteration 67Q: 3 clusters Score -5334484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5334491.500000 Penalty: 3493.010254
	Iteration 68Q: 3 clusters Score -5334492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5334500.500000 Penalty: 3493.010254
	Iteration 69Q: 3 clusters Score -5334500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5334501.500000 Penalty: 3493.010254
	Iteration 70Q: 3 clusters Score -5334502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5334499.500000 Penalty: 3493.010254
	Iteration 71Q: 3 clusters Score -5334500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5334504.000000 Penalty: 3493.010254
	Iteration 72Q: 3 clusters Score -5334504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5334508.500000 Penalty: 3493.010254
	Iteration 73Q: 3 clusters Score -5334508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5334517.000000 Penalty: 3493.010254
	Iteration 74Q: 3 clusters Score -5334517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5334522.000000 Penalty: 3493.010254
	Iteration 75Q: 3 clusters Score -5334522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5334528.000000 Penalty: 3493.010254
	Iteration 76Q: 3 clusters Score -5334528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5334534.000000 Penalty: 3493.010254
	Iteration 77Q: 3 clusters Score -5334534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5334530.500000 Penalty: 3493.010254
	Iteration 78Q: 3 clusters Score -5334530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5334526.500000 Penalty: 3493.010254
	Iteration 79Q: 3 clusters Score -5334526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5334526.500000 Penalty: 3493.010254
	Iteration 80F: 3 clusters Score -5334526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5334526.500000 Penalty: 3493.010254
	Iteration 81Q: 3 clusters Score -5334526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5334527.500000 Penalty: 3493.010254
	Iteration 82Q: 3 clusters Score -5334528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5334527.500000 Penalty: 3493.010254
	Iteration 83F: 3 clusters Score -5334528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Entering Unmasked Estep 
Score: -461172.250000 Penalty: 1346.764160
	Iteration 0F: 2 clusters Score -461172.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -457887.718750 Penalty: 2693.528320
	Iteration 0F: 3 clusters Score -457887.7 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -458822.437500 Penalty: 2693.528320
	Iteration 1F: 3 clusters Score -458822.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -459021.093750 Penalty: 2693.528320
	Iteration 2F: 3 clusters Score -459021.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -459188.031250 Penalty: 2693.528320
	Iteration 3F: 3 clusters Score -459188 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -459318.718750 Penalty: 2693.528320
	Iteration 4F: 3 clusters Score -459318.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -459430.437500 Penalty: 2693.528320
	Iteration 5Q: 3 clusters Score -459430.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -459545.906250 Penalty: 2693.528320
	Iteration 6Q: 3 clusters Score -459545.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -459664.500000 Penalty: 2693.528320
	Iteration 7Q: 3 clusters Score -459664.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -459773.500000 Penalty: 2693.528320
	Iteration 8Q: 3 clusters Score -459773.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -459862.718750 Penalty: 2693.528320
	Iteration 9Q: 3 clusters Score -459862.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -459937.625000 Penalty: 2693.528320
	Iteration 10Q: 3 clusters Score -459937.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -459992.843750 Penalty: 2693.528320
	Iteration 11Q: 3 clusters Score -459992.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -460033.000000 Penalty: 2693.528320
	Iteration 12Q: 3 clusters Score -460033 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -460063.625000 Penalty: 2693.528320
	Iteration 13Q: 3 clusters Score -460063.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -460080.187500 Penalty: 2693.528320
	Iteration 14Q: 3 clusters Score -460080.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -460092.625000 Penalty: 2693.528320
	Iteration 15Q: 3 clusters Score -460092.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -460101.281250 Penalty: 2693.528320
	Iteration 16Q: 3 clusters Score -460101.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -460108.062500 Penalty: 2693.528320
	Iteration 17Q: 3 clusters Score -460108.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -460116.250000 Penalty: 2693.528320
	Iteration 18Q: 3 clusters Score -460116.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -460123.187500 Penalty: 2693.528320
	Iteration 19Q: 3 clusters Score -460123.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -460126.437500 Penalty: 2693.528320
	Iteration 20F: 3 clusters Score -460126.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -460127.250000 Penalty: 2693.528320
	Iteration 21Q: 3 clusters Score -460127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -460128.625000 Penalty: 2693.528320
	Iteration 22Q: 3 clusters Score -460128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -460128.968750 Penalty: 2693.528320
	Iteration 23Q: 3 clusters Score -460129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -460128.968750 Penalty: 2693.528320
	Iteration 24F: 3 clusters Score -460129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Entering Unmasked Estep 
Score: -199935.750000 Penalty: 1219.642456
	Iteration 0F: 2 clusters Score -199935.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -197943.890625 Penalty: 2439.284912
	Iteration 0F: 3 clusters Score -197943.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -198386.640625 Penalty: 2439.284912
	Iteration 1F: 3 clusters Score -198386.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -198546.093750 Penalty: 2439.284912
	Iteration 2F: 3 clusters Score -198546.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -198712.484375 Penalty: 2439.284912
	Iteration 3F: 3 clusters Score -198712.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -198836.890625 Penalty: 2439.284912
	Iteration 4F: 3 clusters Score -198836.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -198931.796875 Penalty: 2439.284912
	Iteration 5F: 3 clusters Score -198931.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -199000.890625 Penalty: 2439.284912
	Iteration 6Q: 3 clusters Score -199000.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -199045.187500 Penalty: 2439.284912
	Iteration 7Q: 3 clusters Score -199045.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -199066.906250 Penalty: 2439.284912
	Iteration 8Q: 3 clusters Score -199066.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -199079.140625 Penalty: 2439.284912
	Iteration 9Q: 3 clusters Score -199079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -199085.625000 Penalty: 2439.284912
	Iteration 10Q: 3 clusters Score -199085.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -199094.531250 Penalty: 2439.284912
	Iteration 11Q: 3 clusters Score -199094.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -199104.000000 Penalty: 2439.284912
	Iteration 12Q: 3 clusters Score -199104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -199111.265625 Penalty: 2439.284912
	Iteration 13Q: 3 clusters Score -199111.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -199113.250000 Penalty: 2439.284912
	Iteration 14Q: 3 clusters Score -199113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -199117.296875 Penalty: 2439.284912
	Iteration 15Q: 3 clusters Score -199117.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -199119.703125 Penalty: 2439.284912
	Iteration 16Q: 3 clusters Score -199119.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -199120.296875 Penalty: 2439.284912
	Iteration 17Q: 3 clusters Score -199120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -199120.421875 Penalty: 2439.284912
	Iteration 18Q: 3 clusters Score -199120.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -199120.421875 Penalty: 2439.284912
	Iteration 19F: 3 clusters Score -199120.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -18429.427734 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -18429.43 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: -17755.451172 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -17755.45 nChanged 38
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: -17837.337891 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -17837.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17861.576172 Penalty: 1731.559692
	Iteration 2Q: 3 clusters Score -17861.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17864.480469 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -17864.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17864.480469 Penalty: 1731.559692
	Iteration 4F: 3 clusters Score -17864.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (84918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84918 members 
Entering Unmasked Estep 
Score: -9904666.000000 Penalty: 1844.284302
	Iteration 0F: 2 clusters Score -9904666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -9848540.000000 Penalty: 3688.568604
	Iteration 0F: 3 clusters Score -9848540 nChanged 40453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -9871651.000000 Penalty: 3688.568604
	Iteration 1F: 3 clusters Score -9871651 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -9872158.000000 Penalty: 3688.568604
	Iteration 2Q: 3 clusters Score -9872158 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -9872869.000000 Penalty: 3688.568604
	Iteration 3Q: 3 clusters Score -9872869 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -9873990.000000 Penalty: 3688.568604
	Iteration 4Q: 3 clusters Score -9873990 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -9876146.000000 Penalty: 3688.568604
	Iteration 5F: 3 clusters Score -9876146 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -9880024.000000 Penalty: 3688.568604
	Iteration 6F: 3 clusters Score -9880024 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -9886342.000000 Penalty: 3688.568604
	Iteration 7F: 3 clusters Score -9886342 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 74961 members 
Entering Unmasked Estep 
Score: -9893920.000000 Penalty: 3688.568604
	Iteration 8F: 3 clusters Score -9893920 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 80591 members 
Entering Unmasked Estep 
Score: -9899429.000000 Penalty: 3688.568604
	Iteration 9F: 3 clusters Score -9899429 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 83437 members 
Entering Unmasked Estep 
Score: -9901827.000000 Penalty: 3688.568604
	Iteration 10Q: 3 clusters Score -9901827 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 84415 members 
Entering Unmasked Estep 
Score: -9902613.000000 Penalty: 3688.568604
	Iteration 11Q: 3 clusters Score -9902613 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 84673 members 
Entering Unmasked Estep 
Score: -9902887.000000 Penalty: 3688.568604
	Iteration 12Q: 3 clusters Score -9902887 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 84727 members 
Entering Unmasked Estep 
Score: -9902972.000000 Penalty: 3688.568604
	Iteration 13Q: 3 clusters Score -9902972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 84738 members 
Entering Unmasked Estep 
Score: -9902993.000000 Penalty: 3688.568604
	Iteration 14Q: 3 clusters Score -9902993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 84748 members 
Entering Unmasked Estep 
Score: -9903017.000000 Penalty: 3688.568604
	Iteration 15Q: 3 clusters Score -9903017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 84750 members 
Entering Unmasked Estep 
Score: -9903035.000000 Penalty: 3688.568604
	Iteration 16Q: 3 clusters Score -9903035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 84752 members 
Entering Unmasked Estep 
Score: -9903043.000000 Penalty: 3688.568604
	Iteration 17Q: 3 clusters Score -9903043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 84756 members 
Entering Unmasked Estep 
Score: -9903044.000000 Penalty: 3688.568604
	Iteration 18Q: 3 clusters Score -9903044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -9903051.000000 Penalty: 3688.568604
	Iteration 19Q: 3 clusters Score -9903051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -9903056.000000 Penalty: 3688.568604
	Iteration 20F: 3 clusters Score -9903056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (89637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89637 members 
Entering Unmasked Estep 
Score: -10349514.000000 Penalty: 1853.072510
	Iteration 0F: 2 clusters Score -1.034951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -10290551.000000 Penalty: 3706.145020
	Iteration 0F: 3 clusters Score -1.029055e+07 nChanged 42779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -10315408.000000 Penalty: 3706.145020
	Iteration 1F: 3 clusters Score -1.031541e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -10316363.000000 Penalty: 3706.145020
	Iteration 2Q: 3 clusters Score -1.031636e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -10318082.000000 Penalty: 3706.145020
	Iteration 3Q: 3 clusters Score -1.031808e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -10321215.000000 Penalty: 3706.145020
	Iteration 4F: 3 clusters Score -1.032122e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -10326851.000000 Penalty: 3706.145020
	Iteration 5F: 3 clusters Score -1.032685e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 76234 members 
Entering Unmasked Estep 
Score: -10335108.000000 Penalty: 3706.145020
	Iteration 6F: 3 clusters Score -1.033511e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 83726 members 
Entering Unmasked Estep 
Score: -10342502.000000 Penalty: 3706.145020
	Iteration 7F: 3 clusters Score -1.03425e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 87757 members 
Entering Unmasked Estep 
Score: -10346254.000000 Penalty: 3706.145020
	Iteration 8Q: 3 clusters Score -1.034625e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 89058 members 
Entering Unmasked Estep 
Score: -10347415.000000 Penalty: 3706.145020
	Iteration 9Q: 3 clusters Score -1.034742e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 89371 members 
Entering Unmasked Estep 
Score: -10347701.000000 Penalty: 3706.145020
	Iteration 10Q: 3 clusters Score -1.03477e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -10347803.000000 Penalty: 3706.145020
	Iteration 11Q: 3 clusters Score -1.03478e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -10347844.000000 Penalty: 3706.145020
	Iteration 12Q: 3 clusters Score -1.034784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 89486 members 
Entering Unmasked Estep 
Score: -10347869.000000 Penalty: 3706.145020
	Iteration 13Q: 3 clusters Score -1.034787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 89494 members 
Entering Unmasked Estep 
Score: -10347887.000000 Penalty: 3706.145020
	Iteration 14Q: 3 clusters Score -1.034789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -10347888.000000 Penalty: 3706.145020
	Iteration 15Q: 3 clusters Score -1.034789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 89495 members 
Entering Unmasked Estep 
Score: -10347885.000000 Penalty: 3706.145020
	Iteration 16Q: 3 clusters Score -1.034788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -10347889.000000 Penalty: 3706.145020
	Iteration 17Q: 3 clusters Score -1.034789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -10347896.000000 Penalty: 3706.145020
	Iteration 18Q: 3 clusters Score -1.03479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -10347900.000000 Penalty: 3706.145020
	Iteration 19Q: 3 clusters Score -1.03479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -10347900.000000 Penalty: 3706.145020
	Iteration 20F: 3 clusters Score -1.03479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Entering Unmasked Estep 
Score: -4156093.750000 Penalty: 1711.452515
	Iteration 0F: 2 clusters Score -4156094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -4130925.250000 Penalty: 3422.905029
	Iteration 0F: 3 clusters Score -4130925 nChanged 17391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -4140591.750000 Penalty: 3422.905029
	Iteration 1F: 3 clusters Score -4140592 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -4140934.500000 Penalty: 3422.905029
	Iteration 2Q: 3 clusters Score -4140934 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -4141242.000000 Penalty: 3422.905029
	Iteration 3Q: 3 clusters Score -4141242 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -4141617.250000 Penalty: 3422.905029
	Iteration 4Q: 3 clusters Score -4141617 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -4142054.000000 Penalty: 3422.905029
	Iteration 5Q: 3 clusters Score -4142054 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -4142704.500000 Penalty: 3422.905029
	Iteration 6Q: 3 clusters Score -4142704 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -4143801.250000 Penalty: 3422.905029
	Iteration 7F: 3 clusters Score -4143801 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -4145576.750000 Penalty: 3422.905029
	Iteration 8F: 3 clusters Score -4145577 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -4147994.750000 Penalty: 3422.905029
	Iteration 9F: 3 clusters Score -4147995 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -4150753.500000 Penalty: 3422.905029
	Iteration 10F: 3 clusters Score -4150754 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -4152837.250000 Penalty: 3422.905029
	Iteration 11F: 3 clusters Score -4152837 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -4153953.500000 Penalty: 3422.905029
	Iteration 12Q: 3 clusters Score -4153954 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -4154388.000000 Penalty: 3422.905029
	Iteration 13Q: 3 clusters Score -4154388 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -4154609.750000 Penalty: 3422.905029
	Iteration 14Q: 3 clusters Score -4154610 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -4154749.500000 Penalty: 3422.905029
	Iteration 15Q: 3 clusters Score -4154750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -4154843.750000 Penalty: 3422.905029
	Iteration 16Q: 3 clusters Score -4154844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -4154912.000000 Penalty: 3422.905029
	Iteration 17Q: 3 clusters Score -4154912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -4154957.750000 Penalty: 3422.905029
	Iteration 18Q: 3 clusters Score -4154958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -4154974.500000 Penalty: 3422.905029
	Iteration 19Q: 3 clusters Score -4154974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -4154990.500000 Penalty: 3422.905029
	Iteration 20F: 3 clusters Score -4154990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -4155020.750000 Penalty: 3422.905029
	Iteration 21Q: 3 clusters Score -4155021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -4155038.250000 Penalty: 3422.905029
	Iteration 22Q: 3 clusters Score -4155038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -4155065.000000 Penalty: 3422.905029
	Iteration 23Q: 3 clusters Score -4155065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -4155089.750000 Penalty: 3422.905029
	Iteration 24Q: 3 clusters Score -4155090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -4155107.250000 Penalty: 3422.905029
	Iteration 25Q: 3 clusters Score -4155107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -4155117.750000 Penalty: 3422.905029
	Iteration 26Q: 3 clusters Score -4155118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -4155116.250000 Penalty: 3422.905029
	Iteration 27Q: 3 clusters Score -4155116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -4155116.250000 Penalty: 3422.905029
	Iteration 28F: 3 clusters Score -4155116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Entering Unmasked Estep 
Score: -1261315.000000 Penalty: 1511.353760
	Iteration 0F: 2 clusters Score -1261315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1253572.375000 Penalty: 3022.707520
	Iteration 0F: 3 clusters Score -1253572 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1256055.875000 Penalty: 3022.707520
	Iteration 1F: 3 clusters Score -1256056 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1256416.250000 Penalty: 3022.707520
	Iteration 2F: 3 clusters Score -1256416 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1256862.750000 Penalty: 3022.707520
	Iteration 3F: 3 clusters Score -1256863 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1257410.375000 Penalty: 3022.707520
	Iteration 4F: 3 clusters Score -1257410 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1258036.875000 Penalty: 3022.707520
	Iteration 5F: 3 clusters Score -1258037 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1258721.625000 Penalty: 3022.707520
	Iteration 6F: 3 clusters Score -1258722 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1259404.500000 Penalty: 3022.707520
	Iteration 7F: 3 clusters Score -1259404 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1260081.875000 Penalty: 3022.707520
	Iteration 8F: 3 clusters Score -1260082 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1260558.000000 Penalty: 3022.707520
	Iteration 9F: 3 clusters Score -1260558 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1260795.375000 Penalty: 3022.707520
	Iteration 10Q: 3 clusters Score -1260795 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1260914.875000 Penalty: 3022.707520
	Iteration 11Q: 3 clusters Score -1260915 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1260962.625000 Penalty: 3022.707520
	Iteration 12Q: 3 clusters Score -1260963 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1260992.500000 Penalty: 3022.707520
	Iteration 13Q: 3 clusters Score -1260992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1261004.875000 Penalty: 3022.707520
	Iteration 14Q: 3 clusters Score -1261005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1261014.375000 Penalty: 3022.707520
	Iteration 15Q: 3 clusters Score -1261014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1261022.750000 Penalty: 3022.707520
	Iteration 16Q: 3 clusters Score -1261023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1261026.375000 Penalty: 3022.707520
	Iteration 17Q: 3 clusters Score -1261026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1261028.875000 Penalty: 3022.707520
	Iteration 18Q: 3 clusters Score -1261029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1261030.625000 Penalty: 3022.707520
	Iteration 19Q: 3 clusters Score -1261031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1261032.875000 Penalty: 3022.707520
	Iteration 20F: 3 clusters Score -1261033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1261036.250000 Penalty: 3022.707520
	Iteration 21Q: 3 clusters Score -1261036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1261036.875000 Penalty: 3022.707520
	Iteration 22Q: 3 clusters Score -1261037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1261042.250000 Penalty: 3022.707520
	Iteration 23Q: 3 clusters Score -1261042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1261039.625000 Penalty: 3022.707520
	Iteration 24Q: 3 clusters Score -1261040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1261040.125000 Penalty: 3022.707520
	Iteration 25Q: 3 clusters Score -1261040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1261038.500000 Penalty: 3022.707520
	Iteration 26Q: 3 clusters Score -1261038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1261039.875000 Penalty: 3022.707520
	Iteration 27Q: 3 clusters Score -1261040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1261040.750000 Penalty: 3022.707520
	Iteration 28Q: 3 clusters Score -1261041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1261041.250000 Penalty: 3022.707520
	Iteration 29Q: 3 clusters Score -1261041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1261041.625000 Penalty: 3022.707520
	Iteration 30Q: 3 clusters Score -1261042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1261043.000000 Penalty: 3022.707520
	Iteration 31Q: 3 clusters Score -1261043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1261045.500000 Penalty: 3022.707520
	Iteration 32Q: 3 clusters Score -1261046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1261045.000000 Penalty: 3022.707520
	Iteration 33Q: 3 clusters Score -1261045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1261043.625000 Penalty: 3022.707520
	Iteration 34Q: 3 clusters Score -1261044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1261047.625000 Penalty: 3022.707520
	Iteration 35Q: 3 clusters Score -1261048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1261048.750000 Penalty: 3022.707520
	Iteration 36Q: 3 clusters Score -1261049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1261046.750000 Penalty: 3022.707520
	Iteration 37Q: 3 clusters Score -1261047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1261048.500000 Penalty: 3022.707520
	Iteration 38Q: 3 clusters Score -1261048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1261049.000000 Penalty: 3022.707520
	Iteration 39Q: 3 clusters Score -1261049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1261047.625000 Penalty: 3022.707520
	Iteration 40F: 3 clusters Score -1261048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1261049.375000 Penalty: 3022.707520
	Iteration 41Q: 3 clusters Score -1261049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1261047.750000 Penalty: 3022.707520
	Iteration 42Q: 3 clusters Score -1261048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1261047.750000 Penalty: 3022.707520
	Iteration 43F: 3 clusters Score -1261048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (73507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Entering Unmasked Estep 
Score: -8575427.000000 Penalty: 1820.834595
	Iteration 0F: 2 clusters Score -8575427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -8526232.000000 Penalty: 3641.669189
	Iteration 0F: 3 clusters Score -8526232 nChanged 34903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -8546018.000000 Penalty: 3641.669189
	Iteration 1F: 3 clusters Score -8546018 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -8546498.000000 Penalty: 3641.669189
	Iteration 2Q: 3 clusters Score -8546498 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -8547036.000000 Penalty: 3641.669189
	Iteration 3Q: 3 clusters Score -8547036 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -8547733.000000 Penalty: 3641.669189
	Iteration 4Q: 3 clusters Score -8547733 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -8548943.000000 Penalty: 3641.669189
	Iteration 5Q: 3 clusters Score -8548943 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -8551269.000000 Penalty: 3641.669189
	Iteration 6F: 3 clusters Score -8551269 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -8555371.000000 Penalty: 3641.669189
	Iteration 7F: 3 clusters Score -8555371 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -8561768.000000 Penalty: 3641.669189
	Iteration 8F: 3 clusters Score -8561768 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 68079 members 
Entering Unmasked Estep 
Score: -8568142.000000 Penalty: 3641.669189
	Iteration 9F: 3 clusters Score -8568142 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
Score: -8571928.000000 Penalty: 3641.669189
	Iteration 10Q: 3 clusters Score -8571928 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -8573297.000000 Penalty: 3641.669189
	Iteration 11Q: 3 clusters Score -8573297 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
Score: -8573621.000000 Penalty: 3641.669189
	Iteration 12Q: 3 clusters Score -8573621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 73397 members 
Entering Unmasked Estep 
Score: -8573715.000000 Penalty: 3641.669189
	Iteration 13Q: 3 clusters Score -8573715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -8573738.000000 Penalty: 3641.669189
	Iteration 14Q: 3 clusters Score -8573738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 73411 members 
Entering Unmasked Estep 
Score: -8573762.000000 Penalty: 3641.669189
	Iteration 15Q: 3 clusters Score -8573762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 73413 members 
Entering Unmasked Estep 
Score: -8573774.000000 Penalty: 3641.669189
	Iteration 16Q: 3 clusters Score -8573774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -8573773.000000 Penalty: 3641.669189
	Iteration 17Q: 3 clusters Score -8573773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -8573773.000000 Penalty: 3641.669189
	Iteration 18F: 3 clusters Score -8573773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Entering Unmasked Estep 
Score: -382576.656250 Penalty: 1319.837036
	Iteration 0F: 2 clusters Score -382576.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -379634.812500 Penalty: 2639.674072
	Iteration 0F: 3 clusters Score -379634.8 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -380323.156250 Penalty: 2639.674072
	Iteration 1F: 3 clusters Score -380323.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -380460.812500 Penalty: 2639.674072
	Iteration 2F: 3 clusters Score -380460.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -380545.562500 Penalty: 2639.674072
	Iteration 3Q: 3 clusters Score -380545.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -380613.343750 Penalty: 2639.674072
	Iteration 4Q: 3 clusters Score -380613.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -380661.187500 Penalty: 2639.674072
	Iteration 5Q: 3 clusters Score -380661.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -380696.218750 Penalty: 2639.674072
	Iteration 6Q: 3 clusters Score -380696.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -380723.687500 Penalty: 2639.674072
	Iteration 7Q: 3 clusters Score -380723.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -380753.625000 Penalty: 2639.674072
	Iteration 8Q: 3 clusters Score -380753.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -380787.593750 Penalty: 2639.674072
	Iteration 9Q: 3 clusters Score -380787.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -380820.968750 Penalty: 2639.674072
	Iteration 10Q: 3 clusters Score -380821 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -380859.250000 Penalty: 2639.674072
	Iteration 11Q: 3 clusters Score -380859.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -380900.031250 Penalty: 2639.674072
	Iteration 12Q: 3 clusters Score -380900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -380941.312500 Penalty: 2639.674072
	Iteration 13Q: 3 clusters Score -380941.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -380981.656250 Penalty: 2639.674072
	Iteration 14Q: 3 clusters Score -380981.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -381016.562500 Penalty: 2639.674072
	Iteration 15Q: 3 clusters Score -381016.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -381052.312500 Penalty: 2639.674072
	Iteration 16Q: 3 clusters Score -381052.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -381090.281250 Penalty: 2639.674072
	Iteration 17Q: 3 clusters Score -381090.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -381142.812500 Penalty: 2639.674072
	Iteration 18Q: 3 clusters Score -381142.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -381192.593750 Penalty: 2639.674072
	Iteration 19Q: 3 clusters Score -381192.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -381232.906250 Penalty: 2639.674072
	Iteration 20F: 3 clusters Score -381232.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -381265.093750 Penalty: 2639.674072
	Iteration 21Q: 3 clusters Score -381265.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -381290.843750 Penalty: 2639.674072
	Iteration 22Q: 3 clusters Score -381290.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -381307.218750 Penalty: 2639.674072
	Iteration 23Q: 3 clusters Score -381307.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -381321.062500 Penalty: 2639.674072
	Iteration 24Q: 3 clusters Score -381321.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -381335.625000 Penalty: 2639.674072
	Iteration 25Q: 3 clusters Score -381335.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -381352.312500 Penalty: 2639.674072
	Iteration 26Q: 3 clusters Score -381352.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -381364.250000 Penalty: 2639.674072
	Iteration 27Q: 3 clusters Score -381364.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -381373.312500 Penalty: 2639.674072
	Iteration 28Q: 3 clusters Score -381373.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -381382.937500 Penalty: 2639.674072
	Iteration 29Q: 3 clusters Score -381382.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -381390.562500 Penalty: 2639.674072
	Iteration 30Q: 3 clusters Score -381390.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -381402.906250 Penalty: 2639.674072
	Iteration 31Q: 3 clusters Score -381402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -381412.531250 Penalty: 2639.674072
	Iteration 32Q: 3 clusters Score -381412.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -381419.687500 Penalty: 2639.674072
	Iteration 33Q: 3 clusters Score -381419.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -381429.937500 Penalty: 2639.674072
	Iteration 34Q: 3 clusters Score -381429.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -381436.437500 Penalty: 2639.674072
	Iteration 35Q: 3 clusters Score -381436.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -381440.687500 Penalty: 2639.674072
	Iteration 36Q: 3 clusters Score -381440.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -381442.093750 Penalty: 2639.674072
	Iteration 37Q: 3 clusters Score -381442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -381443.218750 Penalty: 2639.674072
	Iteration 38Q: 3 clusters Score -381443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -381445.281250 Penalty: 2639.674072
	Iteration 39Q: 3 clusters Score -381445.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -381447.531250 Penalty: 2639.674072
	Iteration 40F: 3 clusters Score -381447.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -381448.843750 Penalty: 2639.674072
	Iteration 41Q: 3 clusters Score -381448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -381450.531250 Penalty: 2639.674072
	Iteration 42Q: 3 clusters Score -381450.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -381450.531250 Penalty: 2639.674072
	Iteration 43F: 3 clusters Score -381450.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -101241.476562 Penalty: 1117.895386
	Iteration 0F: 2 clusters Score -101241.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -99833.031250 Penalty: 2235.790771
	Iteration 0F: 3 clusters Score -99833.03 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100127.710938 Penalty: 2235.790771
	Iteration 1F: 3 clusters Score -100127.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -100208.460938 Penalty: 2235.790771
	Iteration 2F: 3 clusters Score -100208.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -100248.593750 Penalty: 2235.790771
	Iteration 3Q: 3 clusters Score -100248.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100293.234375 Penalty: 2235.790771
	Iteration 4Q: 3 clusters Score -100293.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -100326.835938 Penalty: 2235.790771
	Iteration 5Q: 3 clusters Score -100326.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100346.023438 Penalty: 2235.790771
	Iteration 6Q: 3 clusters Score -100346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -100356.531250 Penalty: 2235.790771
	Iteration 7Q: 3 clusters Score -100356.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100366.109375 Penalty: 2235.790771
	Iteration 8Q: 3 clusters Score -100366.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -100377.117188 Penalty: 2235.790771
	Iteration 9Q: 3 clusters Score -100377.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100385.390625 Penalty: 2235.790771
	Iteration 10Q: 3 clusters Score -100385.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100394.531250 Penalty: 2235.790771
	Iteration 11Q: 3 clusters Score -100394.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -100402.828125 Penalty: 2235.790771
	Iteration 12Q: 3 clusters Score -100402.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100412.914062 Penalty: 2235.790771
	Iteration 13Q: 3 clusters Score -100412.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -100423.054688 Penalty: 2235.790771
	Iteration 14Q: 3 clusters Score -100423.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -100430.234375 Penalty: 2235.790771
	Iteration 15Q: 3 clusters Score -100430.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -100436.781250 Penalty: 2235.790771
	Iteration 16Q: 3 clusters Score -100436.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100449.234375 Penalty: 2235.790771
	Iteration 17Q: 3 clusters Score -100449.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -100458.187500 Penalty: 2235.790771
	Iteration 18Q: 3 clusters Score -100458.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -100461.375000 Penalty: 2235.790771
	Iteration 19Q: 3 clusters Score -100461.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -100463.609375 Penalty: 2235.790771
	Iteration 20F: 3 clusters Score -100463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -100465.390625 Penalty: 2235.790771
	Iteration 21Q: 3 clusters Score -100465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -100466.640625 Penalty: 2235.790771
	Iteration 22Q: 3 clusters Score -100466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -100467.234375 Penalty: 2235.790771
	Iteration 23Q: 3 clusters Score -100467.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -100467.234375 Penalty: 2235.790771
	Iteration 24F: 3 clusters Score -100467.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (63276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Entering Unmasked Estep 
Score: -7338729.500000 Penalty: 1796.479980
	Iteration 0F: 2 clusters Score -7338730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -7296505.000000 Penalty: 3592.959961
	Iteration 0F: 3 clusters Score -7296505 nChanged 29773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -7313333.000000 Penalty: 3592.959961
	Iteration 1F: 3 clusters Score -7313333 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -7313874.000000 Penalty: 3592.959961
	Iteration 2Q: 3 clusters Score -7313874 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -7314451.000000 Penalty: 3592.959961
	Iteration 3Q: 3 clusters Score -7314451 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -7315209.500000 Penalty: 3592.959961
	Iteration 4Q: 3 clusters Score -7315210 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -7316252.000000 Penalty: 3592.959961
	Iteration 5Q: 3 clusters Score -7316252 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -7317941.000000 Penalty: 3592.959961
	Iteration 6Q: 3 clusters Score -7317941 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -7320502.500000 Penalty: 3592.959961
	Iteration 7F: 3 clusters Score -7320502 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -7324227.500000 Penalty: 3592.959961
	Iteration 8F: 3 clusters Score -7324228 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -7328083.000000 Penalty: 3592.959961
	Iteration 9F: 3 clusters Score -7328083 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -7331348.000000 Penalty: 3592.959961
	Iteration 10F: 3 clusters Score -7331348 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -7333633.000000 Penalty: 3592.959961
	Iteration 11Q: 3 clusters Score -7333633 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -7335039.500000 Penalty: 3592.959961
	Iteration 12Q: 3 clusters Score -7335040 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
Score: -7335783.000000 Penalty: 3592.959961
	Iteration 13Q: 3 clusters Score -7335783 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -7336252.500000 Penalty: 3592.959961
	Iteration 14Q: 3 clusters Score -7336252 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 62060 members 
Entering Unmasked Estep 
Score: -7336514.500000 Penalty: 3592.959961
	Iteration 15Q: 3 clusters Score -7336514 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -7336698.500000 Penalty: 3592.959961
	Iteration 16Q: 3 clusters Score -7336698 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -7336817.500000 Penalty: 3592.959961
	Iteration 17Q: 3 clusters Score -7336818 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -7336905.000000 Penalty: 3592.959961
	Iteration 18Q: 3 clusters Score -7336905 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -7336963.500000 Penalty: 3592.959961
	Iteration 19Q: 3 clusters Score -7336964 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -7337023.500000 Penalty: 3592.959961
	Iteration 20F: 3 clusters Score -7337024 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
Score: -7337047.500000 Penalty: 3592.959961
	Iteration 21Q: 3 clusters Score -7337048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -7337072.000000 Penalty: 3592.959961
	Iteration 22Q: 3 clusters Score -7337072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -7337102.500000 Penalty: 3592.959961
	Iteration 23Q: 3 clusters Score -7337102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -7337128.500000 Penalty: 3592.959961
	Iteration 24Q: 3 clusters Score -7337128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -7337144.000000 Penalty: 3592.959961
	Iteration 25Q: 3 clusters Score -7337144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -7337160.500000 Penalty: 3592.959961
	Iteration 26Q: 3 clusters Score -7337160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -7337166.000000 Penalty: 3592.959961
	Iteration 27Q: 3 clusters Score -7337166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -7337183.500000 Penalty: 3592.959961
	Iteration 28Q: 3 clusters Score -7337184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -7337185.000000 Penalty: 3592.959961
	Iteration 29Q: 3 clusters Score -7337185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -7337185.000000 Penalty: 3592.959961
	Iteration 30Q: 3 clusters Score -7337185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -7337192.000000 Penalty: 3592.959961
	Iteration 31Q: 3 clusters Score -7337192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -7337201.000000 Penalty: 3592.959961
	Iteration 32Q: 3 clusters Score -7337201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -7337200.000000 Penalty: 3592.959961
	Iteration 33Q: 3 clusters Score -7337200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -7337196.000000 Penalty: 3592.959961
	Iteration 34Q: 3 clusters Score -7337196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -7337196.000000 Penalty: 3592.959961
	Iteration 35F: 3 clusters Score -7337196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Entering Unmasked Estep 
Score: -1569960.875000 Penalty: 1544.602539
	Iteration 0F: 2 clusters Score -1569961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1560585.000000 Penalty: 3089.205078
	Iteration 0F: 3 clusters Score -1560585 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1563839.625000 Penalty: 3089.205078
	Iteration 1F: 3 clusters Score -1563840 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1564166.375000 Penalty: 3089.205078
	Iteration 2F: 3 clusters Score -1564166 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1564446.000000 Penalty: 3089.205078
	Iteration 3Q: 3 clusters Score -1564446 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1564785.875000 Penalty: 3089.205078
	Iteration 4F: 3 clusters Score -1564786 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1565219.375000 Penalty: 3089.205078
	Iteration 5F: 3 clusters Score -1565219 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1565789.875000 Penalty: 3089.205078
	Iteration 6F: 3 clusters Score -1565790 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1566492.250000 Penalty: 3089.205078
	Iteration 7F: 3 clusters Score -1566492 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1567143.000000 Penalty: 3089.205078
	Iteration 8F: 3 clusters Score -1567143 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1567543.000000 Penalty: 3089.205078
	Iteration 9Q: 3 clusters Score -1567543 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1567776.250000 Penalty: 3089.205078
	Iteration 10Q: 3 clusters Score -1567776 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1567885.125000 Penalty: 3089.205078
	Iteration 11Q: 3 clusters Score -1567885 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1567961.500000 Penalty: 3089.205078
	Iteration 12Q: 3 clusters Score -1567962 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1568013.375000 Penalty: 3089.205078
	Iteration 13Q: 3 clusters Score -1568013 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1568064.375000 Penalty: 3089.205078
	Iteration 14Q: 3 clusters Score -1568064 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1568099.125000 Penalty: 3089.205078
	Iteration 15Q: 3 clusters Score -1568099 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1568123.125000 Penalty: 3089.205078
	Iteration 16Q: 3 clusters Score -1568123 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1568144.875000 Penalty: 3089.205078
	Iteration 17Q: 3 clusters Score -1568145 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1568168.500000 Penalty: 3089.205078
	Iteration 18Q: 3 clusters Score -1568168 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1568184.250000 Penalty: 3089.205078
	Iteration 19Q: 3 clusters Score -1568184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1568203.000000 Penalty: 3089.205078
	Iteration 20F: 3 clusters Score -1568203 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1568218.750000 Penalty: 3089.205078
	Iteration 21Q: 3 clusters Score -1568219 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1568240.375000 Penalty: 3089.205078
	Iteration 22Q: 3 clusters Score -1568240 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1568262.500000 Penalty: 3089.205078
	Iteration 23Q: 3 clusters Score -1568262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1568284.625000 Penalty: 3089.205078
	Iteration 24Q: 3 clusters Score -1568285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1568302.875000 Penalty: 3089.205078
	Iteration 25Q: 3 clusters Score -1568303 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1568327.750000 Penalty: 3089.205078
	Iteration 26Q: 3 clusters Score -1568328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1568347.125000 Penalty: 3089.205078
	Iteration 27Q: 3 clusters Score -1568347 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1568376.125000 Penalty: 3089.205078
	Iteration 28Q: 3 clusters Score -1568376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1568401.875000 Penalty: 3089.205078
	Iteration 29Q: 3 clusters Score -1568402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1568433.875000 Penalty: 3089.205078
	Iteration 30Q: 3 clusters Score -1568434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1568464.750000 Penalty: 3089.205078
	Iteration 31Q: 3 clusters Score -1568465 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1568506.875000 Penalty: 3089.205078
	Iteration 32Q: 3 clusters Score -1568507 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1568549.875000 Penalty: 3089.205078
	Iteration 33Q: 3 clusters Score -1568550 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1568593.750000 Penalty: 3089.205078
	Iteration 34Q: 3 clusters Score -1568594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1568621.750000 Penalty: 3089.205078
	Iteration 35Q: 3 clusters Score -1568622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1568649.750000 Penalty: 3089.205078
	Iteration 36Q: 3 clusters Score -1568650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1568664.250000 Penalty: 3089.205078
	Iteration 37Q: 3 clusters Score -1568664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1568685.625000 Penalty: 3089.205078
	Iteration 38Q: 3 clusters Score -1568686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1568702.750000 Penalty: 3089.205078
	Iteration 39Q: 3 clusters Score -1568703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1568713.500000 Penalty: 3089.205078
	Iteration 40F: 3 clusters Score -1568714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1568728.875000 Penalty: 3089.205078
	Iteration 41Q: 3 clusters Score -1568729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1568733.250000 Penalty: 3089.205078
	Iteration 42Q: 3 clusters Score -1568733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1568743.875000 Penalty: 3089.205078
	Iteration 43Q: 3 clusters Score -1568744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1568753.000000 Penalty: 3089.205078
	Iteration 44Q: 3 clusters Score -1568753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1568755.125000 Penalty: 3089.205078
	Iteration 45Q: 3 clusters Score -1568755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1568759.500000 Penalty: 3089.205078
	Iteration 46Q: 3 clusters Score -1568760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1568756.250000 Penalty: 3089.205078
	Iteration 47Q: 3 clusters Score -1568756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1568760.750000 Penalty: 3089.205078
	Iteration 48Q: 3 clusters Score -1568761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1568765.375000 Penalty: 3089.205078
	Iteration 49Q: 3 clusters Score -1568765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1568769.375000 Penalty: 3089.205078
	Iteration 50Q: 3 clusters Score -1568769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1568771.250000 Penalty: 3089.205078
	Iteration 51Q: 3 clusters Score -1568771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1568771.625000 Penalty: 3089.205078
	Iteration 52Q: 3 clusters Score -1568772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1568770.250000 Penalty: 3089.205078
	Iteration 53Q: 3 clusters Score -1568770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1568770.000000 Penalty: 3089.205078
	Iteration 54Q: 3 clusters Score -1568770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1568768.250000 Penalty: 3089.205078
	Iteration 55Q: 3 clusters Score -1568768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1568772.375000 Penalty: 3089.205078
	Iteration 56Q: 3 clusters Score -1568772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1568775.500000 Penalty: 3089.205078
	Iteration 57Q: 3 clusters Score -1568776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1568777.125000 Penalty: 3089.205078
	Iteration 58Q: 3 clusters Score -1568777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1568778.625000 Penalty: 3089.205078
	Iteration 59Q: 3 clusters Score -1568779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1568778.875000 Penalty: 3089.205078
	Iteration 60F: 3 clusters Score -1568779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1568778.625000 Penalty: 3089.205078
	Iteration 61Q: 3 clusters Score -1568779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1568776.625000 Penalty: 3089.205078
	Iteration 62Q: 3 clusters Score -1568777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1568774.875000 Penalty: 3089.205078
	Iteration 63Q: 3 clusters Score -1568775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1568774.875000 Penalty: 3089.205078
	Iteration 64F: 3 clusters Score -1568775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Entering Unmasked Estep 
Score: -2441122.750000 Penalty: 1615.893066
	Iteration 0F: 2 clusters Score -2441123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2426991.000000 Penalty: 3231.786133
	Iteration 0F: 3 clusters Score -2426991 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2431990.750000 Penalty: 3231.786133
	Iteration 1F: 3 clusters Score -2431991 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2432225.250000 Penalty: 3231.786133
	Iteration 2Q: 3 clusters Score -2432225 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2432422.500000 Penalty: 3231.786133
	Iteration 3Q: 3 clusters Score -2432422 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2432591.250000 Penalty: 3231.786133
	Iteration 4Q: 3 clusters Score -2432591 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2432739.500000 Penalty: 3231.786133
	Iteration 5Q: 3 clusters Score -2432740 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2432881.500000 Penalty: 3231.786133
	Iteration 6Q: 3 clusters Score -2432882 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2433031.500000 Penalty: 3231.786133
	Iteration 7Q: 3 clusters Score -2433032 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2433196.500000 Penalty: 3231.786133
	Iteration 8Q: 3 clusters Score -2433196 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2433404.500000 Penalty: 3231.786133
	Iteration 9Q: 3 clusters Score -2433404 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2433697.500000 Penalty: 3231.786133
	Iteration 10Q: 3 clusters Score -2433698 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2434084.750000 Penalty: 3231.786133
	Iteration 11Q: 3 clusters Score -2434085 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2434660.750000 Penalty: 3231.786133
	Iteration 12Q: 3 clusters Score -2434661 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2435546.750000 Penalty: 3231.786133
	Iteration 13F: 3 clusters Score -2435547 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2436643.250000 Penalty: 3231.786133
	Iteration 14F: 3 clusters Score -2436643 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2437788.500000 Penalty: 3231.786133
	Iteration 15F: 3 clusters Score -2437788 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2438666.750000 Penalty: 3231.786133
	Iteration 16Q: 3 clusters Score -2438667 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2439139.000000 Penalty: 3231.786133
	Iteration 17Q: 3 clusters Score -2439139 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2439426.750000 Penalty: 3231.786133
	Iteration 18Q: 3 clusters Score -2439427 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2439551.500000 Penalty: 3231.786133
	Iteration 19Q: 3 clusters Score -2439552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2439602.000000 Penalty: 3231.786133
	Iteration 20F: 3 clusters Score -2439602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2439635.750000 Penalty: 3231.786133
	Iteration 21Q: 3 clusters Score -2439636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2439654.750000 Penalty: 3231.786133
	Iteration 22Q: 3 clusters Score -2439655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2439680.500000 Penalty: 3231.786133
	Iteration 23Q: 3 clusters Score -2439680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2439700.000000 Penalty: 3231.786133
	Iteration 24Q: 3 clusters Score -2439700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2439705.000000 Penalty: 3231.786133
	Iteration 25Q: 3 clusters Score -2439705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2439714.500000 Penalty: 3231.786133
	Iteration 26Q: 3 clusters Score -2439714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2439714.500000 Penalty: 3231.786133
	Iteration 27F: 3 clusters Score -2439714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 15000 members 
Mstep: Class 3 contains 14784 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 147651 members 
Mstep: Class 6 contains 138376 members 
Mstep: Class 7 contains 19709 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 84046 members 
Mstep: Class 10 contains 3728 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 10311 members 
Mstep: Class 13 contains 6175 members 
Mstep: Class 14 contains 46524 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 84918 members 
Mstep: Class 19 contains 89637 members 
Mstep: Class 20 contains 37497 members 
Mstep: Class 21 contains 10945 members 
Mstep: Class 22 contains 73507 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 63276 members 
Mstep: Class 26 contains 13430 members 
Mstep: Class 27 contains 20826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112800.000000 Penalty: 60205.453125
Iteration 479Q: 28 clusters Score -1.021128e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 15014 members 
Mstep: Class 3 contains 14778 members 
Mstep: Class 4 contains 615 members 
Mstep: Class 5 contains 147698 members 
Mstep: Class 6 contains 138293 members 
Mstep: Class 7 contains 19733 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 84066 members 
Mstep: Class 10 contains 3730 members 
Mstep: Class 11 contains 2286 members 
Mstep: Class 12 contains 10308 members 
Mstep: Class 13 contains 6169 members 
Mstep: Class 14 contains 46518 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 84907 members 
Mstep: Class 19 contains 89669 members 
Mstep: Class 20 contains 37477 members 
Mstep: Class 21 contains 10940 members 
Mstep: Class 22 contains 73547 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 63250 members 
Mstep: Class 26 contains 13431 members 
Mstep: Class 27 contains 20810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112704.000000 Penalty: 60205.453125
Iteration 480F: 28 clusters Score -1.021127e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 15026 members 
Mstep: Class 3 contains 14781 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 147755 members 
Mstep: Class 6 contains 138184 members 
Mstep: Class 7 contains 19759 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 84083 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 2286 members 
Mstep: Class 12 contains 10303 members 
Mstep: Class 13 contains 6164 members 
Mstep: Class 14 contains 46513 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 84883 members 
Mstep: Class 19 contains 89701 members 
Mstep: Class 20 contains 37468 members 
Mstep: Class 21 contains 10933 members 
Mstep: Class 22 contains 73593 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 63231 members 
Mstep: Class 26 contains 13435 members 
Mstep: Class 27 contains 20791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112744.000000 Penalty: 60205.453125
Iteration 481Q: 28 clusters Score -1.021127e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 15044 members 
Mstep: Class 3 contains 14778 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 147787 members 
Mstep: Class 6 contains 138086 members 
Mstep: Class 7 contains 19778 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 84110 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 10301 members 
Mstep: Class 13 contains 6163 members 
Mstep: Class 14 contains 46518 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 84854 members 
Mstep: Class 19 contains 89734 members 
Mstep: Class 20 contains 37462 members 
Mstep: Class 21 contains 10927 members 
Mstep: Class 22 contains 73633 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 63212 members 
Mstep: Class 26 contains 13436 members 
Mstep: Class 27 contains 20778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112736.000000 Penalty: 60205.453125
Iteration 482Q: 28 clusters Score -1.021127e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 15062 members 
Mstep: Class 3 contains 14775 members 
Mstep: Class 4 contains 618 members 
Mstep: Class 5 contains 147794 members 
Mstep: Class 6 contains 138024 members 
Mstep: Class 7 contains 19797 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 84136 members 
Mstep: Class 10 contains 3732 members 
Mstep: Class 11 contains 2288 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 6156 members 
Mstep: Class 14 contains 46520 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 84832 members 
Mstep: Class 19 contains 89769 members 
Mstep: Class 20 contains 37458 members 
Mstep: Class 21 contains 10916 members 
Mstep: Class 22 contains 73667 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 63191 members 
Mstep: Class 26 contains 13435 members 
Mstep: Class 27 contains 20775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112824.000000 Penalty: 60205.453125
Iteration 483Q: 28 clusters Score -1.021128e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 15076 members 
Mstep: Class 3 contains 14775 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 147784 members 
Mstep: Class 6 contains 137987 members 
Mstep: Class 7 contains 19812 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 84156 members 
Mstep: Class 10 contains 3732 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 10284 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 46524 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 84795 members 
Mstep: Class 19 contains 89806 members 
Mstep: Class 20 contains 37455 members 
Mstep: Class 21 contains 10911 members 
Mstep: Class 22 contains 73709 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 63177 members 
Mstep: Class 26 contains 13436 members 
Mstep: Class 27 contains 20763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112976.000000 Penalty: 60205.453125
Iteration 484Q: 28 clusters Score -1.02113e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 15080 members 
Mstep: Class 3 contains 14783 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 147791 members 
Mstep: Class 6 contains 137944 members 
Mstep: Class 7 contains 19824 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 84156 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 12 contains 10280 members 
Mstep: Class 13 contains 6136 members 
Mstep: Class 14 contains 46527 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 206 members 
Mstep: Class 18 contains 84771 members 
Mstep: Class 19 contains 89853 members 
Mstep: Class 20 contains 37445 members 
Mstep: Class 21 contains 10906 members 
Mstep: Class 22 contains 73760 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 63158 members 
Mstep: Class 26 contains 13435 members 
Mstep: Class 27 contains 20752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112920.000000 Penalty: 60205.453125
Iteration 485Q: 28 clusters Score -1.021129e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 15091 members 
Mstep: Class 3 contains 14787 members 
Mstep: Class 4 contains 620 members 
Mstep: Class 5 contains 147794 members 
Mstep: Class 6 contains 137889 members 
Mstep: Class 7 contains 19835 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 84157 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 2292 members 
Mstep: Class 12 contains 10284 members 
Mstep: Class 13 contains 6123 members 
Mstep: Class 14 contains 46534 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84748 members 
Mstep: Class 19 contains 89898 members 
Mstep: Class 20 contains 37439 members 
Mstep: Class 21 contains 10904 members 
Mstep: Class 22 contains 73817 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 63139 members 
Mstep: Class 26 contains 13436 members 
Mstep: Class 27 contains 20734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113024.000000 Penalty: 60205.453125
Iteration 486Q: 28 clusters Score -1.02113e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 15101 members 
Mstep: Class 3 contains 14786 members 
Mstep: Class 4 contains 621 members 
Mstep: Class 5 contains 147819 members 
Mstep: Class 6 contains 137797 members 
Mstep: Class 7 contains 19845 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 84155 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 12 contains 10281 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 14 contains 46540 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84727 members 
Mstep: Class 19 contains 89958 members 
Mstep: Class 20 contains 37435 members 
Mstep: Class 21 contains 10900 members 
Mstep: Class 22 contains 73876 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 63121 members 
Mstep: Class 26 contains 13434 members 
Mstep: Class 27 contains 20725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113088.000000 Penalty: 60205.453125
Iteration 487Q: 28 clusters Score -1.021131e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 15120 members 
Mstep: Class 3 contains 14786 members 
Mstep: Class 4 contains 622 members 
Mstep: Class 5 contains 147831 members 
Mstep: Class 6 contains 137702 members 
Mstep: Class 7 contains 19857 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 84124 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 10280 members 
Mstep: Class 13 contains 6110 members 
Mstep: Class 14 contains 46541 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 1814 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84720 members 
Mstep: Class 19 contains 90018 members 
Mstep: Class 20 contains 37433 members 
Mstep: Class 21 contains 10900 members 
Mstep: Class 22 contains 73942 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 63097 members 
Mstep: Class 26 contains 13434 members 
Mstep: Class 27 contains 20718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113048.000000 Penalty: 60205.453125
Iteration 488Q: 28 clusters Score -1.02113e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 15135 members 
Mstep: Class 3 contains 14788 members 
Mstep: Class 4 contains 624 members 
Mstep: Class 5 contains 147832 members 
Mstep: Class 6 contains 137647 members 
Mstep: Class 7 contains 19869 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 84089 members 
Mstep: Class 10 contains 3730 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 10278 members 
Mstep: Class 13 contains 6096 members 
Mstep: Class 14 contains 46539 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 1814 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84718 members 
Mstep: Class 19 contains 90072 members 
Mstep: Class 20 contains 37427 members 
Mstep: Class 21 contains 10900 members 
Mstep: Class 22 contains 74005 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 972 members 
Mstep: Class 25 contains 63075 members 
Mstep: Class 26 contains 13428 members 
Mstep: Class 27 contains 20711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113216.000000 Penalty: 60205.453125
Iteration 489Q: 28 clusters Score -1.021132e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 15139 members 
Mstep: Class 3 contains 14790 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 147820 members 
Mstep: Class 6 contains 137636 members 
Mstep: Class 7 contains 19876 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 84054 members 
Mstep: Class 10 contains 3730 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 10269 members 
Mstep: Class 13 contains 6086 members 
Mstep: Class 14 contains 46537 members 
Mstep: Class 15 contains 3991 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84719 members 
Mstep: Class 19 contains 90115 members 
Mstep: Class 20 contains 37421 members 
Mstep: Class 21 contains 10899 members 
Mstep: Class 22 contains 74055 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 63054 members 
Mstep: Class 26 contains 13427 members 
Mstep: Class 27 contains 20705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113176.000000 Penalty: 60205.453125
Iteration 490Q: 28 clusters Score -1.021132e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 15149 members 
Mstep: Class 3 contains 14792 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 147792 members 
Mstep: Class 6 contains 137630 members 
Mstep: Class 7 contains 19886 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 84009 members 
Mstep: Class 10 contains 3730 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 12 contains 10259 members 
Mstep: Class 13 contains 6073 members 
Mstep: Class 14 contains 46541 members 
Mstep: Class 15 contains 3995 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84740 members 
Mstep: Class 19 contains 90151 members 
Mstep: Class 20 contains 37415 members 
Mstep: Class 21 contains 10896 members 
Mstep: Class 22 contains 74111 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 63028 members 
Mstep: Class 26 contains 13428 members 
Mstep: Class 27 contains 20696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113272.000000 Penalty: 60205.453125
Iteration 491Q: 28 clusters Score -1.021133e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 15156 members 
Mstep: Class 3 contains 14793 members 
Mstep: Class 4 contains 624 members 
Mstep: Class 5 contains 147768 members 
Mstep: Class 6 contains 137606 members 
Mstep: Class 7 contains 19904 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 83982 members 
Mstep: Class 10 contains 3727 members 
Mstep: Class 11 contains 2289 members 
Mstep: Class 12 contains 10248 members 
Mstep: Class 13 contains 6064 members 
Mstep: Class 14 contains 46553 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84750 members 
Mstep: Class 19 contains 90193 members 
Mstep: Class 20 contains 37410 members 
Mstep: Class 21 contains 10892 members 
Mstep: Class 22 contains 74157 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 63003 members 
Mstep: Class 26 contains 13428 members 
Mstep: Class 27 contains 20693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113232.000000 Penalty: 60205.453125
Iteration 492Q: 28 clusters Score -1.021132e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 15164 members 
Mstep: Class 3 contains 14793 members 
Mstep: Class 4 contains 625 members 
Mstep: Class 5 contains 147738 members 
Mstep: Class 6 contains 137599 members 
Mstep: Class 7 contains 19914 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 83945 members 
Mstep: Class 10 contains 3724 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 10229 members 
Mstep: Class 13 contains 6053 members 
Mstep: Class 14 contains 46559 members 
Mstep: Class 15 contains 4001 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84761 members 
Mstep: Class 19 contains 90240 members 
Mstep: Class 20 contains 37404 members 
Mstep: Class 21 contains 10891 members 
Mstep: Class 22 contains 74202 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 62985 members 
Mstep: Class 26 contains 13429 members 
Mstep: Class 27 contains 20689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113352.000000 Penalty: 60205.453125
Iteration 493Q: 28 clusters Score -1.021134e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 15172 members 
Mstep: Class 3 contains 14791 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 147704 members 
Mstep: Class 6 contains 137615 members 
Mstep: Class 7 contains 19925 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 83917 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 10213 members 
Mstep: Class 13 contains 6045 members 
Mstep: Class 14 contains 46571 members 
Mstep: Class 15 contains 4003 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84763 members 
Mstep: Class 19 contains 90276 members 
Mstep: Class 20 contains 37389 members 
Mstep: Class 21 contains 10892 members 
Mstep: Class 22 contains 74253 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 62966 members 
Mstep: Class 26 contains 13430 members 
Mstep: Class 27 contains 20676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113552.000000 Penalty: 60205.453125
Iteration 494Q: 28 clusters Score -1.021136e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 15176 members 
Mstep: Class 3 contains 14786 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 147703 members 
Mstep: Class 6 contains 137621 members 
Mstep: Class 7 contains 19928 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 83880 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 10202 members 
Mstep: Class 13 contains 6033 members 
Mstep: Class 14 contains 46575 members 
Mstep: Class 15 contains 4002 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84771 members 
Mstep: Class 19 contains 90289 members 
Mstep: Class 20 contains 37386 members 
Mstep: Class 21 contains 10892 members 
Mstep: Class 22 contains 74309 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 62953 members 
Mstep: Class 26 contains 13430 members 
Mstep: Class 27 contains 20670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113392.000000 Penalty: 60205.453125
Iteration 495Q: 28 clusters Score -1.021134e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 15178 members 
Mstep: Class 3 contains 14787 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 147700 members 
Mstep: Class 6 contains 137612 members 
Mstep: Class 7 contains 19931 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 83847 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 2292 members 
Mstep: Class 12 contains 10193 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 14 contains 46579 members 
Mstep: Class 15 contains 4005 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84773 members 
Mstep: Class 19 contains 90309 members 
Mstep: Class 20 contains 37383 members 
Mstep: Class 21 contains 10896 members 
Mstep: Class 22 contains 74373 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 62933 members 
Mstep: Class 26 contains 13423 members 
Mstep: Class 27 contains 20659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113424.000000 Penalty: 60205.453125
Iteration 496Q: 28 clusters Score -1.021134e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 15181 members 
Mstep: Class 3 contains 14782 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 147676 members 
Mstep: Class 6 contains 137631 members 
Mstep: Class 7 contains 19932 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 83805 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 12 contains 10181 members 
Mstep: Class 13 contains 6015 members 
Mstep: Class 14 contains 46589 members 
Mstep: Class 15 contains 4003 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84782 members 
Mstep: Class 19 contains 90328 members 
Mstep: Class 20 contains 37381 members 
Mstep: Class 21 contains 10898 members 
Mstep: Class 22 contains 74437 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 62919 members 
Mstep: Class 26 contains 13420 members 
Mstep: Class 27 contains 20649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113248.000000 Penalty: 60205.453125
Iteration 497Q: 28 clusters Score -1.021132e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 15182 members 
Mstep: Class 3 contains 14782 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 147661 members 
Mstep: Class 6 contains 137628 members 
Mstep: Class 7 contains 19936 members 
Mstep: Class 8 contains 4343 members 
Mstep: Class 9 contains 83772 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 2292 members 
Mstep: Class 12 contains 10172 members 
Mstep: Class 13 contains 6010 members 
Mstep: Class 14 contains 46594 members 
Mstep: Class 15 contains 4002 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84800 members 
Mstep: Class 19 contains 90355 members 
Mstep: Class 20 contains 37382 members 
Mstep: Class 21 contains 10901 members 
Mstep: Class 22 contains 74484 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 62895 members 
Mstep: Class 26 contains 13418 members 
Mstep: Class 27 contains 20637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113160.000000 Penalty: 60205.453125
Iteration 498Q: 28 clusters Score -1.021132e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 15189 members 
Mstep: Class 3 contains 14776 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 147652 members 
Mstep: Class 6 contains 137617 members 
Mstep: Class 7 contains 19945 members 
Mstep: Class 8 contains 4343 members 
Mstep: Class 9 contains 83734 members 
Mstep: Class 10 contains 3718 members 
Mstep: Class 11 contains 2292 members 
Mstep: Class 12 contains 10167 members 
Mstep: Class 13 contains 6002 members 
Mstep: Class 14 contains 46594 members 
Mstep: Class 15 contains 4002 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84803 members 
Mstep: Class 19 contains 90379 members 
Mstep: Class 20 contains 37383 members 
Mstep: Class 21 contains 10905 members 
Mstep: Class 22 contains 74548 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 62880 members 
Mstep: Class 26 contains 13414 members 
Mstep: Class 27 contains 20629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113080.000000 Penalty: 60205.453125
Iteration 499Q: 28 clusters Score -1.021131e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 15189 members 
Mstep: Class 3 contains 14774 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 147651 members 
Mstep: Class 6 contains 137603 members 
Mstep: Class 7 contains 19958 members 
Mstep: Class 8 contains 4343 members 
Mstep: Class 9 contains 83690 members 
Mstep: Class 10 contains 3718 members 
Mstep: Class 11 contains 2292 members 
Mstep: Class 12 contains 10165 members 
Mstep: Class 13 contains 5996 members 
Mstep: Class 14 contains 46603 members 
Mstep: Class 15 contains 4002 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 205 members 
Mstep: Class 18 contains 84815 members 
Mstep: Class 19 contains 90394 members 
Mstep: Class 20 contains 37377 members 
Mstep: Class 21 contains 10905 members 
Mstep: Class 22 contains 74622 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 971 members 
Mstep: Class 25 contains 62862 members 
Mstep: Class 26 contains 13413 members 
Mstep: Class 27 contains 20611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113072.000000 Penalty: 60205.453125
Iteration 500F: 28 clusters Score -1.021131e+08 nChanged 403
Maximum iterations exceeded
--- Evaluating fit on full set of 2732297 points ---
Entering Unmasked Estep 
Score: -305852032.000000 Penalty: 65025.613281
23->28 Clusters: Score -305852032.000000, best is -306082816.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 910765 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 39763 members 
Mstep: Class 3 contains 39540 members 
Mstep: Class 4 contains 39819 members 
Mstep: Class 5 contains 39995 members 
Mstep: Class 6 contains 39566 members 
Mstep: Class 7 contains 39358 members 
Mstep: Class 8 contains 39597 members 
Mstep: Class 9 contains 39340 members 
Mstep: Class 10 contains 39678 members 
Mstep: Class 11 contains 39664 members 
Mstep: Class 12 contains 39732 members 
Mstep: Class 13 contains 39639 members 
Mstep: Class 14 contains 39816 members 
Mstep: Class 15 contains 39466 members 
Mstep: Class 16 contains 39581 members 
Mstep: Class 17 contains 39905 members 
Mstep: Class 18 contains 39454 members 
Mstep: Class 19 contains 39650 members 
Mstep: Class 20 contains 39284 members 
Mstep: Class 21 contains 39498 members 
Mstep: Class 22 contains 39437 members 
Mstep: Class 23 contains 39588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 428.155457 but Gain 2229.832031
Score: -98299024.000000 Penalty: 49056.292969
Iteration 0F: 23 clusters Score -9.829902e+07 nChanged 868057
Entering Unmasked Mstep 
Mstep: Class 0 contains 443 members 
Mstep: Class 1 contains 75643 members 
Mstep: Class 2 contains 17828 members 
Mstep: Class 3 contains 15440 members 
Mstep: Class 4 contains 50581 members 
Mstep: Class 5 contains 35567 members 
Mstep: Class 6 contains 17893 members 
Mstep: Class 7 contains 20003 members 
Mstep: Class 8 contains 100433 members 
Mstep: Class 9 contains 41456 members 
Mstep: Class 10 contains 33822 members 
Mstep: Class 11 contains 26038 members 
Mstep: Class 12 contains 76212 members 
Mstep: Class 13 contains 44126 members 
Mstep: Class 14 contains 74210 members 
Mstep: Class 15 contains 18269 members 
Mstep: Class 16 contains 16084 members 
Mstep: Class 17 contains 84937 members 
Mstep: Class 18 contains 19329 members 
Mstep: Class 19 contains 16288 members 
Mstep: Class 20 contains 21248 members 
Mstep: Class 21 contains 40943 members 
Mstep: Class 23 contains 63972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100513824.000000 Penalty: 49056.292969
Iteration 1F: 23 clusters Score -1.005138e+08 nChanged 327610
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 12495 members 
Mstep: Class 3 contains 9697 members 
Mstep: Class 4 contains 36217 members 
Mstep: Class 5 contains 44261 members 
Mstep: Class 6 contains 11438 members 
Mstep: Class 7 contains 8998 members 
Mstep: Class 8 contains 133754 members 
Mstep: Class 9 contains 40378 members 
Mstep: Class 10 contains 30539 members 
Mstep: Class 11 contains 31834 members 
Mstep: Class 12 contains 72835 members 
Mstep: Class 13 contains 38794 members 
Mstep: Class 14 contains 74699 members 
Mstep: Class 15 contains 14971 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 17 contains 118649 members 
Mstep: Class 18 contains 11770 members 
Mstep: Class 19 contains 10842 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 35481 members 
Mstep: Class 23 contains 76528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100976336.000000 Penalty: 49056.292969
Iteration 2F: 23 clusters Score -1.009763e+08 nChanged 228079
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 7070 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 24187 members 
Mstep: Class 5 contains 46209 members 
Mstep: Class 6 contains 6428 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 161030 members 
Mstep: Class 9 contains 42345 members 
Mstep: Class 10 contains 27250 members 
Mstep: Class 11 contains 48593 members 
Mstep: Class 12 contains 58433 members 
Mstep: Class 13 contains 26016 members 
Mstep: Class 14 contains 91739 members 
Mstep: Class 15 contains 10692 members 
Mstep: Class 16 contains 5556 members 
Mstep: Class 17 contains 136108 members 
Mstep: Class 18 contains 7534 members 
Mstep: Class 19 contains 5495 members 
Mstep: Class 20 contains 6817 members 
Mstep: Class 21 contains 47659 members 
Mstep: Class 23 contains 75784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2208.672852 but Gain 2229.832031
Score: -101247808.000000 Penalty: 46826.460938
Iteration 3F: 22 clusters Score -1.012478e+08 nChanged 195089
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 3645 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 14923 members 
Mstep: Class 5 contains 46669 members 
Mstep: Class 6 contains 3628 members 
Mstep: Class 7 contains 1873 members 
Mstep: Class 8 contains 173852 members 
Mstep: Class 9 contains 40340 members 
Mstep: Class 10 contains 22427 members 
Mstep: Class 11 contains 62319 members 
Mstep: Class 12 contains 42032 members 
Mstep: Class 13 contains 14505 members 
Mstep: Class 14 contains 117150 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 16 contains 3384 members 
Mstep: Class 17 contains 149628 members 
Mstep: Class 18 contains 5962 members 
Mstep: Class 20 contains 3595 members 
Mstep: Class 21 contains 67408 members 
Mstep: Class 23 contains 70666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1397.754395 but Gain 2229.832031
Score: -101455672.000000 Penalty: 44596.628906
Iteration 4F: 21 clusters Score -1.014557e+08 nChanged 158017
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 4 contains 8735 members 
Mstep: Class 5 contains 46370 members 
Mstep: Class 6 contains 2272 members 
Mstep: Class 7 contains 4181 members 
Mstep: Class 8 contains 159931 members 
Mstep: Class 9 contains 38240 members 
Mstep: Class 10 contains 17335 members 
Mstep: Class 11 contains 69747 members 
Mstep: Class 12 contains 28668 members 
Mstep: Class 13 contains 7382 members 
Mstep: Class 14 contains 144780 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 2053 members 
Mstep: Class 17 contains 169337 members 
Mstep: Class 18 contains 6664 members 
Mstep: Class 20 contains 1814 members 
Mstep: Class 21 contains 82475 members 
Mstep: Class 23 contains 66949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 927.431763 but Gain 2229.828125
Score: -101617800.000000 Penalty: 42366.800781
Iteration 5F: 20 clusters Score -1.016178e+08 nChanged 126604
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 4 contains 5670 members 
Mstep: Class 5 contains 45319 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 141268 members 
Mstep: Class 9 contains 38474 members 
Mstep: Class 10 contains 12917 members 
Mstep: Class 11 contains 71731 members 
Mstep: Class 12 contains 19889 members 
Mstep: Class 13 contains 3687 members 
Mstep: Class 14 contains 173287 members 
Mstep: Class 15 contains 6668 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 185665 members 
Mstep: Class 18 contains 8685 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 84768 members 
Mstep: Class 23 contains 65255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 806.051758 but Gain 2229.832031
Score: -101702016.000000 Penalty: 40136.968750
Iteration 6F: 19 clusters Score -1.01702e+08 nChanged 98332
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 4 contains 4598 members 
Mstep: Class 5 contains 44958 members 
Mstep: Class 6 contains 1481 members 
Mstep: Class 7 contains 10778 members 
Mstep: Class 8 contains 126841 members 
Mstep: Class 9 contains 40493 members 
Mstep: Class 10 contains 9844 members 
Mstep: Class 11 contains 70411 members 
Mstep: Class 12 contains 14279 members 
Mstep: Class 13 contains 1874 members 
Mstep: Class 14 contains 196979 members 
Mstep: Class 15 contains 7509 members 
Mstep: Class 17 contains 191482 members 
Mstep: Class 18 contains 11479 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 80580 members 
Mstep: Class 23 contains 66399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 962.374634 but Gain 2229.832031
Score: -101746872.000000 Penalty: 37907.136719
Iteration 7F: 18 clusters Score -1.017469e+08 nChanged 80513
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 44991 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 13755 members 
Mstep: Class 8 contains 112948 members 
Mstep: Class 9 contains 42679 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 69089 members 
Mstep: Class 12 contains 10424 members 
Mstep: Class 14 contains 210863 members 
Mstep: Class 15 contains 8047 members 
Mstep: Class 17 contains 190707 members 
Mstep: Class 18 contains 14557 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 77546 members 
Mstep: Class 23 contains 72723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101777728.000000 Penalty: 37907.136719
Iteration 8F: 18 clusters Score -1.017777e+08 nChanged 68367
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 44949 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 16024 members 
Mstep: Class 8 contains 99368 members 
Mstep: Class 9 contains 44796 members 
Mstep: Class 10 contains 6738 members 
Mstep: Class 11 contains 67964 members 
Mstep: Class 12 contains 7412 members 
Mstep: Class 14 contains 215583 members 
Mstep: Class 15 contains 8205 members 
Mstep: Class 17 contains 184952 members 
Mstep: Class 18 contains 17516 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 77999 members 
Mstep: Class 23 contains 84480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101809248.000000 Penalty: 37907.136719
Iteration 9F: 18 clusters Score -1.018092e+08 nChanged 61404
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 4 contains 6792 members 
Mstep: Class 5 contains 45170 members 
Mstep: Class 6 contains 1652 members 
Mstep: Class 7 contains 17542 members 
Mstep: Class 8 contains 86625 members 
Mstep: Class 9 contains 46525 members 
Mstep: Class 10 contains 5910 members 
Mstep: Class 11 contains 66939 members 
Mstep: Class 12 contains 5197 members 
Mstep: Class 14 contains 215652 members 
Mstep: Class 15 contains 8094 members 
Mstep: Class 17 contains 173988 members 
Mstep: Class 18 contains 20042 members 
Mstep: Class 20 contains 738 members 
Mstep: Class 21 contains 80186 members 
Mstep: Class 23 contains 102478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101847208.000000 Penalty: 37907.136719
Iteration 10F: 18 clusters Score -1.018472e+08 nChanged 55742
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 4 contains 7804 members 
Mstep: Class 5 contains 45487 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 18242 members 
Mstep: Class 8 contains 75201 members 
Mstep: Class 9 contains 47863 members 
Mstep: Class 10 contains 5348 members 
Mstep: Class 11 contains 65781 members 
Mstep: Class 12 contains 3666 members 
Mstep: Class 14 contains 213639 members 
Mstep: Class 15 contains 7937 members 
Mstep: Class 17 contains 160585 members 
Mstep: Class 18 contains 22023 members 
Mstep: Class 20 contains 856 members 
Mstep: Class 21 contains 83136 members 
Mstep: Class 23 contains 123620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101883616.000000 Penalty: 37907.136719
Iteration 11F: 18 clusters Score -1.018836e+08 nChanged 49145
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 4 contains 8737 members 
Mstep: Class 5 contains 46267 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 18407 members 
Mstep: Class 8 contains 66240 members 
Mstep: Class 9 contains 48907 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 64480 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 14 contains 210369 members 
Mstep: Class 15 contains 7616 members 
Mstep: Class 17 contains 148404 members 
Mstep: Class 18 contains 23357 members 
Mstep: Class 20 contains 997 members 
Mstep: Class 21 contains 86588 members 
Mstep: Class 23 contains 142458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2223.038086 but Gain 2229.832031
Score: -101908776.000000 Penalty: 35677.304688
Iteration 12F: 17 clusters Score -1.019088e+08 nChanged 44953
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 4 contains 9592 members 
Mstep: Class 5 contains 47663 members 
Mstep: Class 6 contains 3108 members 
Mstep: Class 7 contains 18477 members 
Mstep: Class 8 contains 59487 members 
Mstep: Class 9 contains 49702 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 63135 members 
Mstep: Class 14 contains 206819 members 
Mstep: Class 15 contains 7306 members 
Mstep: Class 17 contains 137224 members 
Mstep: Class 18 contains 24532 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 21 contains 90429 members 
Mstep: Class 23 contains 159419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101924744.000000 Penalty: 35677.304688
Iteration 13Q: 17 clusters Score -1.019247e+08 nChanged 43487
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 4 contains 10369 members 
Mstep: Class 5 contains 48335 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 18261 members 
Mstep: Class 8 contains 54132 members 
Mstep: Class 9 contains 50263 members 
Mstep: Class 10 contains 4618 members 
Mstep: Class 11 contains 61666 members 
Mstep: Class 14 contains 202602 members 
Mstep: Class 15 contains 6950 members 
Mstep: Class 17 contains 121695 members 
Mstep: Class 18 contains 25223 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 94450 members 
Mstep: Class 23 contains 179389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101916400.000000 Penalty: 35677.304688
Iteration 14Q: 17 clusters Score -1.019164e+08 nChanged 45562
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 4 contains 11074 members 
Mstep: Class 5 contains 49872 members 
Mstep: Class 6 contains 4560 members 
Mstep: Class 7 contains 18342 members 
Mstep: Class 8 contains 50964 members 
Mstep: Class 9 contains 50608 members 
Mstep: Class 10 contains 4494 members 
Mstep: Class 11 contains 60321 members 
Mstep: Class 14 contains 198389 members 
Mstep: Class 15 contains 6622 members 
Mstep: Class 17 contains 101325 members 
Mstep: Class 18 contains 25715 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 98614 members 
Mstep: Class 23 contains 201010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101900832.000000 Penalty: 35677.304688
Iteration 15F: 17 clusters Score -1.019008e+08 nChanged 38601
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 4 contains 11725 members 
Mstep: Class 5 contains 53220 members 
Mstep: Class 6 contains 5280 members 
Mstep: Class 7 contains 18922 members 
Mstep: Class 8 contains 49486 members 
Mstep: Class 9 contains 50797 members 
Mstep: Class 10 contains 4386 members 
Mstep: Class 11 contains 59118 members 
Mstep: Class 14 contains 194153 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 17 contains 85924 members 
Mstep: Class 18 contains 26114 members 
Mstep: Class 20 contains 1632 members 
Mstep: Class 21 contains 103002 members 
Mstep: Class 23 contains 213635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101893472.000000 Penalty: 35677.304688
Iteration 16Q: 17 clusters Score -1.018935e+08 nChanged 30266
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 4 contains 12285 members 
Mstep: Class 5 contains 57566 members 
Mstep: Class 6 contains 5954 members 
Mstep: Class 7 contains 19698 members 
Mstep: Class 8 contains 48892 members 
Mstep: Class 9 contains 50901 members 
Mstep: Class 10 contains 4314 members 
Mstep: Class 11 contains 58055 members 
Mstep: Class 14 contains 189867 members 
Mstep: Class 15 contains 6156 members 
Mstep: Class 17 contains 78329 members 
Mstep: Class 18 contains 26400 members 
Mstep: Class 20 contains 1783 members 
Mstep: Class 21 contains 107709 members 
Mstep: Class 23 contains 216419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101895312.000000 Penalty: 35677.304688
Iteration 17Q: 17 clusters Score -1.018953e+08 nChanged 24985
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 4 contains 12799 members 
Mstep: Class 5 contains 62262 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 20379 members 
Mstep: Class 8 contains 48509 members 
Mstep: Class 9 contains 50902 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 57126 members 
Mstep: Class 14 contains 185416 members 
Mstep: Class 15 contains 5982 members 
Mstep: Class 17 contains 75657 members 
Mstep: Class 18 contains 26536 members 
Mstep: Class 20 contains 1947 members 
Mstep: Class 21 contains 112714 members 
Mstep: Class 23 contains 213843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101901992.000000 Penalty: 35677.304688
Iteration 18Q: 17 clusters Score -1.01902e+08 nChanged 21418
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 4 contains 13234 members 
Mstep: Class 5 contains 67389 members 
Mstep: Class 6 contains 7230 members 
Mstep: Class 7 contains 20821 members 
Mstep: Class 8 contains 48154 members 
Mstep: Class 9 contains 50860 members 
Mstep: Class 10 contains 4173 members 
Mstep: Class 11 contains 56247 members 
Mstep: Class 14 contains 181081 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 17 contains 75086 members 
Mstep: Class 18 contains 26571 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 117800 members 
Mstep: Class 23 contains 209001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101912280.000000 Penalty: 35677.304688
Iteration 19Q: 17 clusters Score -1.019123e+08 nChanged 19811
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 4 contains 13561 members 
Mstep: Class 5 contains 73000 members 
Mstep: Class 6 contains 7792 members 
Mstep: Class 7 contains 21056 members 
Mstep: Class 8 contains 47880 members 
Mstep: Class 9 contains 50806 members 
Mstep: Class 10 contains 4107 members 
Mstep: Class 11 contains 55402 members 
Mstep: Class 14 contains 176892 members 
Mstep: Class 15 contains 5731 members 
Mstep: Class 17 contains 75719 members 
Mstep: Class 18 contains 26457 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 122895 members 
Mstep: Class 23 contains 202696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101923680.000000 Penalty: 35677.304688
Iteration 20F: 17 clusters Score -1.019237e+08 nChanged 19819
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 4 contains 13828 members 
Mstep: Class 5 contains 79227 members 
Mstep: Class 6 contains 8291 members 
Mstep: Class 7 contains 21073 members 
Mstep: Class 8 contains 47650 members 
Mstep: Class 9 contains 50691 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 54604 members 
Mstep: Class 14 contains 173014 members 
Mstep: Class 15 contains 5652 members 
Mstep: Class 17 contains 77051 members 
Mstep: Class 18 contains 26154 members 
Mstep: Class 20 contains 2453 members 
Mstep: Class 21 contains 127909 members 
Mstep: Class 23 contains 195377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101936152.000000 Penalty: 35677.304688
Iteration 21Q: 17 clusters Score -1.019362e+08 nChanged 22364
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 4 contains 14055 members 
Mstep: Class 5 contains 87798 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 20894 members 
Mstep: Class 8 contains 47483 members 
Mstep: Class 9 contains 50547 members 
Mstep: Class 10 contains 4028 members 
Mstep: Class 11 contains 53830 members 
Mstep: Class 14 contains 169455 members 
Mstep: Class 15 contains 5537 members 
Mstep: Class 17 contains 78418 members 
Mstep: Class 18 contains 25738 members 
Mstep: Class 20 contains 2632 members 
Mstep: Class 21 contains 132707 members 
Mstep: Class 23 contains 185912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101949384.000000 Penalty: 35677.304688
Iteration 22Q: 17 clusters Score -1.019494e+08 nChanged 26017
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 4 contains 14219 members 
Mstep: Class 5 contains 99928 members 
Mstep: Class 6 contains 9270 members 
Mstep: Class 7 contains 20634 members 
Mstep: Class 8 contains 47470 members 
Mstep: Class 9 contains 50414 members 
Mstep: Class 10 contains 3986 members 
Mstep: Class 11 contains 53186 members 
Mstep: Class 14 contains 166041 members 
Mstep: Class 15 contains 5422 members 
Mstep: Class 17 contains 78459 members 
Mstep: Class 18 contains 25249 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 137237 members 
Mstep: Class 23 contains 174258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101962936.000000 Penalty: 35677.304688
Iteration 23Q: 17 clusters Score -1.019629e+08 nChanged 29406
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 114353 members 
Mstep: Class 6 contains 9794 members 
Mstep: Class 7 contains 20233 members 
Mstep: Class 8 contains 47605 members 
Mstep: Class 9 contains 50280 members 
Mstep: Class 10 contains 3944 members 
Mstep: Class 11 contains 52675 members 
Mstep: Class 14 contains 162587 members 
Mstep: Class 15 contains 5295 members 
Mstep: Class 17 contains 77261 members 
Mstep: Class 18 contains 24693 members 
Mstep: Class 20 contains 3006 members 
Mstep: Class 21 contains 141710 members 
Mstep: Class 23 contains 161586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101977200.000000 Penalty: 35677.304688
Iteration 24Q: 17 clusters Score -1.019772e+08 nChanged 32196
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 129420 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 19666 members 
Mstep: Class 8 contains 47778 members 
Mstep: Class 9 contains 50076 members 
Mstep: Class 10 contains 3892 members 
Mstep: Class 11 contains 52290 members 
Mstep: Class 14 contains 159027 members 
Mstep: Class 15 contains 5178 members 
Mstep: Class 17 contains 76778 members 
Mstep: Class 18 contains 24016 members 
Mstep: Class 20 contains 3221 members 
Mstep: Class 21 contains 146355 members 
Mstep: Class 23 contains 147722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101987856.000000 Penalty: 35677.304688
Iteration 25Q: 17 clusters Score -1.019879e+08 nChanged 31076
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 4 contains 14531 members 
Mstep: Class 5 contains 142165 members 
Mstep: Class 6 contains 10938 members 
Mstep: Class 7 contains 19022 members 
Mstep: Class 8 contains 48080 members 
Mstep: Class 9 contains 49828 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 52019 members 
Mstep: Class 14 contains 155412 members 
Mstep: Class 15 contains 5069 members 
Mstep: Class 17 contains 77426 members 
Mstep: Class 18 contains 23277 members 
Mstep: Class 20 contains 3422 members 
Mstep: Class 21 contains 150839 members 
Mstep: Class 23 contains 135012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101993616.000000 Penalty: 35677.304688
Iteration 26Q: 17 clusters Score -1.019936e+08 nChanged 30411
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 4 contains 14617 members 
Mstep: Class 5 contains 153534 members 
Mstep: Class 6 contains 11625 members 
Mstep: Class 7 contains 18479 members 
Mstep: Class 8 contains 48399 members 
Mstep: Class 9 contains 49557 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 51816 members 
Mstep: Class 14 contains 151336 members 
Mstep: Class 15 contains 4949 members 
Mstep: Class 17 contains 78341 members 
Mstep: Class 18 contains 22458 members 
Mstep: Class 20 contains 3603 members 
Mstep: Class 21 contains 155801 members 
Mstep: Class 23 contains 123192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101996192.000000 Penalty: 35677.304688
Iteration 27Q: 17 clusters Score -1.019962e+08 nChanged 31551
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 4 contains 14714 members 
Mstep: Class 5 contains 162894 members 
Mstep: Class 6 contains 12339 members 
Mstep: Class 7 contains 18029 members 
Mstep: Class 8 contains 48810 members 
Mstep: Class 9 contains 49324 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 51659 members 
Mstep: Class 14 contains 146856 members 
Mstep: Class 15 contains 4818 members 
Mstep: Class 17 contains 78303 members 
Mstep: Class 18 contains 21646 members 
Mstep: Class 20 contains 3761 members 
Mstep: Class 21 contains 161017 members 
Mstep: Class 23 contains 114197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101991920.000000 Penalty: 35677.304688
Iteration 28Q: 17 clusters Score -1.019919e+08 nChanged 29898
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 4 contains 14798 members 
Mstep: Class 5 contains 166459 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 17715 members 
Mstep: Class 8 contains 49476 members 
Mstep: Class 9 contains 49176 members 
Mstep: Class 10 contains 3724 members 
Mstep: Class 11 contains 51544 members 
Mstep: Class 14 contains 142402 members 
Mstep: Class 15 contains 4676 members 
Mstep: Class 17 contains 77857 members 
Mstep: Class 18 contains 20804 members 
Mstep: Class 20 contains 3899 members 
Mstep: Class 21 contains 166179 members 
Mstep: Class 23 contains 111080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101991288.000000 Penalty: 35677.304688
Iteration 29Q: 17 clusters Score -1.019913e+08 nChanged 27120
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 4 contains 14902 members 
Mstep: Class 5 contains 166175 members 
Mstep: Class 6 contains 13615 members 
Mstep: Class 7 contains 17488 members 
Mstep: Class 8 contains 50309 members 
Mstep: Class 9 contains 49119 members 
Mstep: Class 10 contains 3667 members 
Mstep: Class 11 contains 51487 members 
Mstep: Class 14 contains 137828 members 
Mstep: Class 15 contains 4503 members 
Mstep: Class 17 contains 78819 members 
Mstep: Class 18 contains 19850 members 
Mstep: Class 20 contains 4031 members 
Mstep: Class 21 contains 171361 members 
Mstep: Class 23 contains 110217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101993936.000000 Penalty: 35677.304688
Iteration 30Q: 17 clusters Score -1.019939e+08 nChanged 24909
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 4 contains 15023 members 
Mstep: Class 5 contains 164119 members 
Mstep: Class 6 contains 14184 members 
Mstep: Class 7 contains 17310 members 
Mstep: Class 8 contains 51237 members 
Mstep: Class 9 contains 49209 members 
Mstep: Class 10 contains 3595 members 
Mstep: Class 11 contains 51435 members 
Mstep: Class 14 contains 133804 members 
Mstep: Class 15 contains 4276 members 
Mstep: Class 17 contains 81408 members 
Mstep: Class 18 contains 18856 members 
Mstep: Class 20 contains 4138 members 
Mstep: Class 21 contains 175468 members 
Mstep: Class 23 contains 109418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101998264.000000 Penalty: 35677.304688
Iteration 31Q: 17 clusters Score -1.019983e+08 nChanged 23589
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 4 contains 15157 members 
Mstep: Class 5 contains 162234 members 
Mstep: Class 6 contains 14745 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 52033 members 
Mstep: Class 9 contains 49319 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 51443 members 
Mstep: Class 14 contains 130858 members 
Mstep: Class 15 contains 4060 members 
Mstep: Class 17 contains 84818 members 
Mstep: Class 18 contains 17930 members 
Mstep: Class 20 contains 4211 members 
Mstep: Class 21 contains 177974 members 
Mstep: Class 23 contains 107717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102003104.000000 Penalty: 35677.304688
Iteration 32Q: 17 clusters Score -1.020031e+08 nChanged 22691
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 4 contains 15321 members 
Mstep: Class 5 contains 160766 members 
Mstep: Class 6 contains 15300 members 
Mstep: Class 7 contains 17096 members 
Mstep: Class 8 contains 52978 members 
Mstep: Class 9 contains 49424 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 51542 members 
Mstep: Class 14 contains 129153 members 
Mstep: Class 15 contains 3881 members 
Mstep: Class 17 contains 88783 members 
Mstep: Class 18 contains 17117 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 21 contains 178733 members 
Mstep: Class 23 contains 105084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102006952.000000 Penalty: 35677.304688
Iteration 33Q: 17 clusters Score -1.02007e+08 nChanged 21274
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 4 contains 15453 members 
Mstep: Class 5 contains 159410 members 
Mstep: Class 6 contains 15763 members 
Mstep: Class 7 contains 17027 members 
Mstep: Class 8 contains 53920 members 
Mstep: Class 9 contains 49466 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 51727 members 
Mstep: Class 14 contains 128781 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 93153 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 177979 members 
Mstep: Class 23 contains 101962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102009304.000000 Penalty: 35677.304688
Iteration 34Q: 17 clusters Score -1.020093e+08 nChanged 20164
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 158208 members 
Mstep: Class 6 contains 16115 members 
Mstep: Class 7 contains 16999 members 
Mstep: Class 8 contains 54746 members 
Mstep: Class 9 contains 49419 members 
Mstep: Class 10 contains 3238 members 
Mstep: Class 11 contains 51871 members 
Mstep: Class 14 contains 129568 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 17 contains 97842 members 
Mstep: Class 18 contains 15799 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 176180 members 
Mstep: Class 23 contains 98382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102011976.000000 Penalty: 35677.304688
Iteration 35Q: 17 clusters Score -1.02012e+08 nChanged 18954
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 4 contains 15724 members 
Mstep: Class 5 contains 157194 members 
Mstep: Class 6 contains 16388 members 
Mstep: Class 7 contains 16976 members 
Mstep: Class 8 contains 55483 members 
Mstep: Class 9 contains 49298 members 
Mstep: Class 10 contains 3187 members 
Mstep: Class 11 contains 51975 members 
Mstep: Class 14 contains 131187 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 17 contains 102635 members 
Mstep: Class 18 contains 15249 members 
Mstep: Class 20 contains 4715 members 
Mstep: Class 21 contains 173668 members 
Mstep: Class 23 contains 94578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102015464.000000 Penalty: 35677.304688
Iteration 36Q: 17 clusters Score -1.020155e+08 nChanged 17801
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 4 contains 15775 members 
Mstep: Class 5 contains 155818 members 
Mstep: Class 6 contains 16565 members 
Mstep: Class 7 contains 16959 members 
Mstep: Class 8 contains 56263 members 
Mstep: Class 9 contains 49058 members 
Mstep: Class 10 contains 3142 members 
Mstep: Class 11 contains 52053 members 
Mstep: Class 14 contains 133211 members 
Mstep: Class 15 contains 3823 members 
Mstep: Class 17 contains 107614 members 
Mstep: Class 18 contains 14771 members 
Mstep: Class 20 contains 4904 members 
Mstep: Class 21 contains 171036 members 
Mstep: Class 23 contains 90880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102018128.000000 Penalty: 35677.304688
Iteration 37Q: 17 clusters Score -1.020181e+08 nChanged 16803
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 4 contains 15755 members 
Mstep: Class 5 contains 154211 members 
Mstep: Class 6 contains 16710 members 
Mstep: Class 7 contains 16960 members 
Mstep: Class 8 contains 56929 members 
Mstep: Class 9 contains 48728 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 52078 members 
Mstep: Class 14 contains 135389 members 
Mstep: Class 15 contains 3830 members 
Mstep: Class 17 contains 112750 members 
Mstep: Class 18 contains 14427 members 
Mstep: Class 20 contains 5108 members 
Mstep: Class 21 contains 168455 members 
Mstep: Class 23 contains 87241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102020328.000000 Penalty: 35677.304688
Iteration 38Q: 17 clusters Score -1.020203e+08 nChanged 16049
Entering ConstructFrom: 
Score: -102020328.000000 Penalty: 35677.304688
Entering ConstructFrom: 
Trying to split cluster 1 (19239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Entering Unmasked Estep 
Score: -2260751.000000 Penalty: 1603.012817
	Iteration 0F: 2 clusters Score -2260751 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 9658 members 
Entering Unmasked Estep 
Score: -2247610.500000 Penalty: 3206.025635
	Iteration 0F: 3 clusters Score -2247610 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2252221.500000 Penalty: 3206.025635
	Iteration 1F: 3 clusters Score -2252222 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2252488.000000 Penalty: 3206.025635
	Iteration 2Q: 3 clusters Score -2252488 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2252733.250000 Penalty: 3206.025635
	Iteration 3Q: 3 clusters Score -2252733 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2252963.750000 Penalty: 3206.025635
	Iteration 4Q: 3 clusters Score -2252964 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2253184.000000 Penalty: 3206.025635
	Iteration 5Q: 3 clusters Score -2253184 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2253419.500000 Penalty: 3206.025635
	Iteration 6Q: 3 clusters Score -2253420 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2253683.750000 Penalty: 3206.025635
	Iteration 7Q: 3 clusters Score -2253684 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2254005.750000 Penalty: 3206.025635
	Iteration 8Q: 3 clusters Score -2254006 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2254383.750000 Penalty: 3206.025635
	Iteration 9Q: 3 clusters Score -2254384 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2254843.750000 Penalty: 3206.025635
	Iteration 10Q: 3 clusters Score -2254844 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2255384.500000 Penalty: 3206.025635
	Iteration 11Q: 3 clusters Score -2255384 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2256004.500000 Penalty: 3206.025635
	Iteration 12Q: 3 clusters Score -2256004 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2256630.750000 Penalty: 3206.025635
	Iteration 13Q: 3 clusters Score -2256631 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2257112.750000 Penalty: 3206.025635
	Iteration 14Q: 3 clusters Score -2257113 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2257464.250000 Penalty: 3206.025635
	Iteration 15Q: 3 clusters Score -2257464 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2257696.000000 Penalty: 3206.025635
	Iteration 16Q: 3 clusters Score -2257696 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2257864.000000 Penalty: 3206.025635
	Iteration 17Q: 3 clusters Score -2257864 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2257983.500000 Penalty: 3206.025635
	Iteration 18Q: 3 clusters Score -2257984 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2258096.500000 Penalty: 3206.025635
	Iteration 19Q: 3 clusters Score -2258096 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2258178.500000 Penalty: 3206.025635
	Iteration 20F: 3 clusters Score -2258178 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2258244.000000 Penalty: 3206.025635
	Iteration 21Q: 3 clusters Score -2258244 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2258306.750000 Penalty: 3206.025635
	Iteration 22Q: 3 clusters Score -2258307 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2258367.250000 Penalty: 3206.025635
	Iteration 23Q: 3 clusters Score -2258367 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2258424.500000 Penalty: 3206.025635
	Iteration 24Q: 3 clusters Score -2258424 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2258469.000000 Penalty: 3206.025635
	Iteration 25Q: 3 clusters Score -2258469 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2258519.500000 Penalty: 3206.025635
	Iteration 26Q: 3 clusters Score -2258520 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2258575.000000 Penalty: 3206.025635
	Iteration 27Q: 3 clusters Score -2258575 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2258640.000000 Penalty: 3206.025635
	Iteration 28Q: 3 clusters Score -2258640 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2258701.750000 Penalty: 3206.025635
	Iteration 29Q: 3 clusters Score -2258702 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2258760.500000 Penalty: 3206.025635
	Iteration 30Q: 3 clusters Score -2258760 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2258805.750000 Penalty: 3206.025635
	Iteration 31Q: 3 clusters Score -2258806 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2258840.250000 Penalty: 3206.025635
	Iteration 32Q: 3 clusters Score -2258840 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2258879.750000 Penalty: 3206.025635
	Iteration 33Q: 3 clusters Score -2258880 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2258910.000000 Penalty: 3206.025635
	Iteration 34Q: 3 clusters Score -2258910 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2258951.500000 Penalty: 3206.025635
	Iteration 35Q: 3 clusters Score -2258952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2258976.750000 Penalty: 3206.025635
	Iteration 36Q: 3 clusters Score -2258977 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2259008.750000 Penalty: 3206.025635
	Iteration 37Q: 3 clusters Score -2259009 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2259042.750000 Penalty: 3206.025635
	Iteration 38Q: 3 clusters Score -2259043 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2259073.000000 Penalty: 3206.025635
	Iteration 39Q: 3 clusters Score -2259073 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2259092.750000 Penalty: 3206.025635
	Iteration 40F: 3 clusters Score -2259093 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2259124.500000 Penalty: 3206.025635
	Iteration 41Q: 3 clusters Score -2259124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2259144.500000 Penalty: 3206.025635
	Iteration 42Q: 3 clusters Score -2259144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2259161.500000 Penalty: 3206.025635
	Iteration 43Q: 3 clusters Score -2259162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2259184.000000 Penalty: 3206.025635
	Iteration 44Q: 3 clusters Score -2259184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2259201.750000 Penalty: 3206.025635
	Iteration 45Q: 3 clusters Score -2259202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2259218.250000 Penalty: 3206.025635
	Iteration 46Q: 3 clusters Score -2259218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2259231.250000 Penalty: 3206.025635
	Iteration 47Q: 3 clusters Score -2259231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2259253.500000 Penalty: 3206.025635
	Iteration 48Q: 3 clusters Score -2259254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2259269.750000 Penalty: 3206.025635
	Iteration 49Q: 3 clusters Score -2259270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2259285.250000 Penalty: 3206.025635
	Iteration 50Q: 3 clusters Score -2259285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2259301.250000 Penalty: 3206.025635
	Iteration 51Q: 3 clusters Score -2259301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2259318.000000 Penalty: 3206.025635
	Iteration 52Q: 3 clusters Score -2259318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2259326.750000 Penalty: 3206.025635
	Iteration 53Q: 3 clusters Score -2259327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2259333.750000 Penalty: 3206.025635
	Iteration 54Q: 3 clusters Score -2259334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2259334.250000 Penalty: 3206.025635
	Iteration 55Q: 3 clusters Score -2259334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2259337.750000 Penalty: 3206.025635
	Iteration 56Q: 3 clusters Score -2259338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2259343.250000 Penalty: 3206.025635
	Iteration 57Q: 3 clusters Score -2259343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2259350.000000 Penalty: 3206.025635
	Iteration 58Q: 3 clusters Score -2259350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2259355.000000 Penalty: 3206.025635
	Iteration 59Q: 3 clusters Score -2259355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2259356.750000 Penalty: 3206.025635
	Iteration 60F: 3 clusters Score -2259357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2259358.750000 Penalty: 3206.025635
	Iteration 61Q: 3 clusters Score -2259359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2259366.000000 Penalty: 3206.025635
	Iteration 62Q: 3 clusters Score -2259366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2259372.500000 Penalty: 3206.025635
	Iteration 63Q: 3 clusters Score -2259372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2259374.750000 Penalty: 3206.025635
	Iteration 64Q: 3 clusters Score -2259375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2259377.750000 Penalty: 3206.025635
	Iteration 65Q: 3 clusters Score -2259378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2259378.000000 Penalty: 3206.025635
	Iteration 66Q: 3 clusters Score -2259378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2259381.500000 Penalty: 3206.025635
	Iteration 67Q: 3 clusters Score -2259382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2259381.250000 Penalty: 3206.025635
	Iteration 68Q: 3 clusters Score -2259381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2259382.250000 Penalty: 3206.025635
	Iteration 69Q: 3 clusters Score -2259382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2259385.250000 Penalty: 3206.025635
	Iteration 70Q: 3 clusters Score -2259385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2259387.250000 Penalty: 3206.025635
	Iteration 71Q: 3 clusters Score -2259387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2259385.000000 Penalty: 3206.025635
	Iteration 72Q: 3 clusters Score -2259385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2259386.500000 Penalty: 3206.025635
	Iteration 73Q: 3 clusters Score -2259386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2259388.500000 Penalty: 3206.025635
	Iteration 74Q: 3 clusters Score -2259388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2259388.500000 Penalty: 3206.025635
	Iteration 75F: 3 clusters Score -2259388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Entering Unmasked Estep 
Score: -1803793.750000 Penalty: 1570.548340
	Iteration 0F: 2 clusters Score -1803794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1792909.875000 Penalty: 3141.096680
	Iteration 0F: 3 clusters Score -1792910 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1796936.125000 Penalty: 3141.096680
	Iteration 1F: 3 clusters Score -1796936 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1797483.000000 Penalty: 3141.096680
	Iteration 2F: 3 clusters Score -1797483 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1798055.250000 Penalty: 3141.096680
	Iteration 3F: 3 clusters Score -1798055 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1798612.250000 Penalty: 3141.096680
	Iteration 4F: 3 clusters Score -1798612 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1799233.125000 Penalty: 3141.096680
	Iteration 5F: 3 clusters Score -1799233 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1799872.750000 Penalty: 3141.096680
	Iteration 6F: 3 clusters Score -1799873 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1800396.875000 Penalty: 3141.096680
	Iteration 7F: 3 clusters Score -1800397 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1800771.000000 Penalty: 3141.096680
	Iteration 8Q: 3 clusters Score -1800771 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1800948.250000 Penalty: 3141.096680
	Iteration 9Q: 3 clusters Score -1800948 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1801042.500000 Penalty: 3141.096680
	Iteration 10Q: 3 clusters Score -1801042 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1801090.125000 Penalty: 3141.096680
	Iteration 11Q: 3 clusters Score -1801090 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1801132.250000 Penalty: 3141.096680
	Iteration 12Q: 3 clusters Score -1801132 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1801162.125000 Penalty: 3141.096680
	Iteration 13Q: 3 clusters Score -1801162 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1801207.000000 Penalty: 3141.096680
	Iteration 14Q: 3 clusters Score -1801207 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1801246.875000 Penalty: 3141.096680
	Iteration 15Q: 3 clusters Score -1801247 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1801272.500000 Penalty: 3141.096680
	Iteration 16Q: 3 clusters Score -1801272 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1801303.250000 Penalty: 3141.096680
	Iteration 17Q: 3 clusters Score -1801303 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1801325.250000 Penalty: 3141.096680
	Iteration 18Q: 3 clusters Score -1801325 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1801349.125000 Penalty: 3141.096680
	Iteration 19Q: 3 clusters Score -1801349 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1801385.625000 Penalty: 3141.096680
	Iteration 20F: 3 clusters Score -1801386 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1801396.000000 Penalty: 3141.096680
	Iteration 21Q: 3 clusters Score -1801396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1801423.375000 Penalty: 3141.096680
	Iteration 22Q: 3 clusters Score -1801423 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1801444.625000 Penalty: 3141.096680
	Iteration 23Q: 3 clusters Score -1801445 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1801457.875000 Penalty: 3141.096680
	Iteration 24Q: 3 clusters Score -1801458 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1801478.125000 Penalty: 3141.096680
	Iteration 25Q: 3 clusters Score -1801478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1801503.375000 Penalty: 3141.096680
	Iteration 26Q: 3 clusters Score -1801503 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1801528.125000 Penalty: 3141.096680
	Iteration 27Q: 3 clusters Score -1801528 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1801555.875000 Penalty: 3141.096680
	Iteration 28Q: 3 clusters Score -1801556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1801583.375000 Penalty: 3141.096680
	Iteration 29Q: 3 clusters Score -1801583 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1801606.500000 Penalty: 3141.096680
	Iteration 30Q: 3 clusters Score -1801606 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1801636.750000 Penalty: 3141.096680
	Iteration 31Q: 3 clusters Score -1801637 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1801674.750000 Penalty: 3141.096680
	Iteration 32Q: 3 clusters Score -1801675 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1801721.000000 Penalty: 3141.096680
	Iteration 33Q: 3 clusters Score -1801721 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1801791.750000 Penalty: 3141.096680
	Iteration 34Q: 3 clusters Score -1801792 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1801883.375000 Penalty: 3141.096680
	Iteration 35Q: 3 clusters Score -1801883 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1801994.250000 Penalty: 3141.096680
	Iteration 36Q: 3 clusters Score -1801994 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1802090.500000 Penalty: 3141.096680
	Iteration 37Q: 3 clusters Score -1802090 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1802183.625000 Penalty: 3141.096680
	Iteration 38Q: 3 clusters Score -1802184 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1802246.375000 Penalty: 3141.096680
	Iteration 39Q: 3 clusters Score -1802246 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1802297.125000 Penalty: 3141.096680
	Iteration 40F: 3 clusters Score -1802297 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1802321.500000 Penalty: 3141.096680
	Iteration 41Q: 3 clusters Score -1802322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1802342.000000 Penalty: 3141.096680
	Iteration 42Q: 3 clusters Score -1802342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1802357.375000 Penalty: 3141.096680
	Iteration 43Q: 3 clusters Score -1802357 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1802367.500000 Penalty: 3141.096680
	Iteration 44Q: 3 clusters Score -1802368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1802376.000000 Penalty: 3141.096680
	Iteration 45Q: 3 clusters Score -1802376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1802377.250000 Penalty: 3141.096680
	Iteration 46Q: 3 clusters Score -1802377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1802380.000000 Penalty: 3141.096680
	Iteration 47Q: 3 clusters Score -1802380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1802378.125000 Penalty: 3141.096680
	Iteration 48Q: 3 clusters Score -1802378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1802380.250000 Penalty: 3141.096680
	Iteration 49Q: 3 clusters Score -1802380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1802383.875000 Penalty: 3141.096680
	Iteration 50Q: 3 clusters Score -1802384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1802388.625000 Penalty: 3141.096680
	Iteration 51Q: 3 clusters Score -1802389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1802392.000000 Penalty: 3141.096680
	Iteration 52Q: 3 clusters Score -1802392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1802393.500000 Penalty: 3141.096680
	Iteration 53Q: 3 clusters Score -1802394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1802393.875000 Penalty: 3141.096680
	Iteration 54Q: 3 clusters Score -1802394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1802393.125000 Penalty: 3141.096680
	Iteration 55Q: 3 clusters Score -1802393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1802393.250000 Penalty: 3141.096680
	Iteration 56Q: 3 clusters Score -1802393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1802396.375000 Penalty: 3141.096680
	Iteration 57Q: 3 clusters Score -1802396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1802397.375000 Penalty: 3141.096680
	Iteration 58Q: 3 clusters Score -1802397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1802395.500000 Penalty: 3141.096680
	Iteration 59Q: 3 clusters Score -1802396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1802394.375000 Penalty: 3141.096680
	Iteration 60F: 3 clusters Score -1802394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (152430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152430 members 
Entering Unmasked Estep 
Score: -17707148.000000 Penalty: 1939.349854
	Iteration 0F: 2 clusters Score -1.770715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 76135 members 
Entering Unmasked Estep 
Score: -17626622.000000 Penalty: 3878.699707
	Iteration 0F: 3 clusters Score -1.762662e+07 nChanged 73629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78048 members 
Mstep: Class 2 contains 74382 members 
Entering Unmasked Estep 
Score: -17669404.000000 Penalty: 3878.699707
	Iteration 1F: 3 clusters Score -1.76694e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -17670518.000000 Penalty: 3878.699707
	Iteration 2Q: 3 clusters Score -1.767052e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80984 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -17672192.000000 Penalty: 3878.699707
	Iteration 3Q: 3 clusters Score -1.767219e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -17674734.000000 Penalty: 3878.699707
	Iteration 4Q: 3 clusters Score -1.767473e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -17678606.000000 Penalty: 3878.699707
	Iteration 5F: 3 clusters Score -1.767861e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
Score: -17684762.000000 Penalty: 3878.699707
	Iteration 6F: 3 clusters Score -1.768476e+07 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85893 members 
Mstep: Class 2 contains 66537 members 
Entering Unmasked Estep 
Score: -17693404.000000 Penalty: 3878.699707
	Iteration 7F: 3 clusters Score -1.76934e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -17700276.000000 Penalty: 3878.699707
	Iteration 8F: 3 clusters Score -1.770028e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 70788 members 
Entering Unmasked Estep 
Score: -17703202.000000 Penalty: 3878.699707
	Iteration 9F: 3 clusters Score -1.77032e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79370 members 
Mstep: Class 2 contains 73060 members 
Entering Unmasked Estep 
Score: -17704766.000000 Penalty: 3878.699707
	Iteration 10Q: 3 clusters Score -1.770477e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77164 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -17705678.000000 Penalty: 3878.699707
	Iteration 11Q: 3 clusters Score -1.770568e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -17706304.000000 Penalty: 3878.699707
	Iteration 12Q: 3 clusters Score -1.77063e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72147 members 
Mstep: Class 2 contains 80283 members 
Entering Unmasked Estep 
Score: -17706642.000000 Penalty: 3878.699707
	Iteration 13Q: 3 clusters Score -1.770664e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -17706988.000000 Penalty: 3878.699707
	Iteration 14Q: 3 clusters Score -1.770699e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66051 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -17706914.000000 Penalty: 3878.699707
	Iteration 15Q: 3 clusters Score -1.770691e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 90482 members 
Entering Unmasked Estep 
Score: -17706886.000000 Penalty: 3878.699707
	Iteration 16Q: 3 clusters Score -1.770689e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 95480 members 
Entering Unmasked Estep 
Score: -17707186.000000 Penalty: 3878.699707
	Iteration 17Q: 3 clusters Score -1.770719e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 100988 members 
Entering Unmasked Estep 
Score: -17707792.000000 Penalty: 3878.699707
	Iteration 18Q: 3 clusters Score -1.770779e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 106653 members 
Entering Unmasked Estep 
Score: -17708108.000000 Penalty: 3878.699707
	Iteration 19Q: 3 clusters Score -1.770811e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 112255 members 
Entering Unmasked Estep 
Score: -17708228.000000 Penalty: 3878.699707
	Iteration 20F: 3 clusters Score -1.770823e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 117760 members 
Entering Unmasked Estep 
Score: -17708200.000000 Penalty: 3878.699707
	Iteration 21Q: 3 clusters Score -1.77082e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 122842 members 
Entering Unmasked Estep 
Score: -17707996.000000 Penalty: 3878.699707
	Iteration 22Q: 3 clusters Score -1.7708e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 127446 members 
Entering Unmasked Estep 
Score: -17707568.000000 Penalty: 3878.699707
	Iteration 23Q: 3 clusters Score -1.770757e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 131638 members 
Entering Unmasked Estep 
Score: -17706964.000000 Penalty: 3878.699707
	Iteration 24Q: 3 clusters Score -1.770696e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 135167 members 
Entering Unmasked Estep 
Score: -17706338.000000 Penalty: 3878.699707
	Iteration 25Q: 3 clusters Score -1.770634e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 138175 members 
Entering Unmasked Estep 
Score: -17704856.000000 Penalty: 3878.699707
	Iteration 26Q: 3 clusters Score -1.770486e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 140938 members 
Entering Unmasked Estep 
Score: -17705502.000000 Penalty: 3878.699707
	Iteration 27Q: 3 clusters Score -1.77055e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 143108 members 
Entering Unmasked Estep 
Score: -17706072.000000 Penalty: 3878.699707
	Iteration 28Q: 3 clusters Score -1.770607e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 144885 members 
Entering Unmasked Estep 
Score: -17706486.000000 Penalty: 3878.699707
	Iteration 29Q: 3 clusters Score -1.770649e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 146286 members 
Entering Unmasked Estep 
Score: -17706660.000000 Penalty: 3878.699707
	Iteration 30Q: 3 clusters Score -1.770666e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 147485 members 
Entering Unmasked Estep 
Score: -17706658.000000 Penalty: 3878.699707
	Iteration 31Q: 3 clusters Score -1.770666e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 148448 members 
Entering Unmasked Estep 
Score: -17706358.000000 Penalty: 3878.699707
	Iteration 32Q: 3 clusters Score -1.770636e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 149218 members 
Entering Unmasked Estep 
Score: -17706188.000000 Penalty: 3878.699707
	Iteration 33Q: 3 clusters Score -1.770619e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 149811 members 
Entering Unmasked Estep 
Score: -17706090.000000 Penalty: 3878.699707
	Iteration 34Q: 3 clusters Score -1.770609e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 150264 members 
Entering Unmasked Estep 
Score: -17706072.000000 Penalty: 3878.699707
	Iteration 35Q: 3 clusters Score -1.770607e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 150610 members 
Entering Unmasked Estep 
Score: -17706014.000000 Penalty: 3878.699707
	Iteration 36Q: 3 clusters Score -1.770601e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 150873 members 
Entering Unmasked Estep 
Score: -17705928.000000 Penalty: 3878.699707
	Iteration 37Q: 3 clusters Score -1.770593e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 151047 members 
Entering Unmasked Estep 
Score: -17705952.000000 Penalty: 3878.699707
	Iteration 38Q: 3 clusters Score -1.770595e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 151194 members 
Entering Unmasked Estep 
Score: -17705916.000000 Penalty: 3878.699707
	Iteration 39Q: 3 clusters Score -1.770592e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 151300 members 
Entering Unmasked Estep 
Score: -17705858.000000 Penalty: 3878.699707
	Iteration 40F: 3 clusters Score -1.770586e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 151384 members 
Entering Unmasked Estep 
Score: -17705822.000000 Penalty: 3878.699707
	Iteration 41Q: 3 clusters Score -1.770582e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 151444 members 
Entering Unmasked Estep 
Score: -17705768.000000 Penalty: 3878.699707
	Iteration 42Q: 3 clusters Score -1.770577e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 151487 members 
Entering Unmasked Estep 
Score: -17705762.000000 Penalty: 3878.699707
	Iteration 43Q: 3 clusters Score -1.770576e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 151528 members 
Entering Unmasked Estep 
Score: -17705754.000000 Penalty: 3878.699707
	Iteration 44Q: 3 clusters Score -1.770575e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 151571 members 
Entering Unmasked Estep 
Score: -17705742.000000 Penalty: 3878.699707
	Iteration 45Q: 3 clusters Score -1.770574e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 151609 members 
Entering Unmasked Estep 
Score: -17705744.000000 Penalty: 3878.699707
	Iteration 46Q: 3 clusters Score -1.770574e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 151641 members 
Entering Unmasked Estep 
Score: -17705764.000000 Penalty: 3878.699707
	Iteration 47Q: 3 clusters Score -1.770576e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 151663 members 
Entering Unmasked Estep 
Score: -17705780.000000 Penalty: 3878.699707
	Iteration 48Q: 3 clusters Score -1.770578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 151682 members 
Entering Unmasked Estep 
Score: -17705768.000000 Penalty: 3878.699707
	Iteration 49Q: 3 clusters Score -1.770577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 151695 members 
Entering Unmasked Estep 
Score: -17705756.000000 Penalty: 3878.699707
	Iteration 50Q: 3 clusters Score -1.770576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 151706 members 
Entering Unmasked Estep 
Score: -17705738.000000 Penalty: 3878.699707
	Iteration 51Q: 3 clusters Score -1.770574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 151717 members 
Entering Unmasked Estep 
Score: -17705734.000000 Penalty: 3878.699707
	Iteration 52Q: 3 clusters Score -1.770573e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 151734 members 
Entering Unmasked Estep 
Score: -17705754.000000 Penalty: 3878.699707
	Iteration 53Q: 3 clusters Score -1.770575e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 151742 members 
Entering Unmasked Estep 
Score: -17705748.000000 Penalty: 3878.699707
	Iteration 54Q: 3 clusters Score -1.770575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 151755 members 
Entering Unmasked Estep 
Score: -17705730.000000 Penalty: 3878.699707
	Iteration 55Q: 3 clusters Score -1.770573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 151768 members 
Entering Unmasked Estep 
Score: -17705760.000000 Penalty: 3878.699707
	Iteration 56Q: 3 clusters Score -1.770576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 151774 members 
Entering Unmasked Estep 
Score: -17705756.000000 Penalty: 3878.699707
	Iteration 57Q: 3 clusters Score -1.770576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 151783 members 
Entering Unmasked Estep 
Score: -17705758.000000 Penalty: 3878.699707
	Iteration 58Q: 3 clusters Score -1.770576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 151785 members 
Entering Unmasked Estep 
Score: -17705766.000000 Penalty: 3878.699707
	Iteration 59Q: 3 clusters Score -1.770577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 151792 members 
Entering Unmasked Estep 
Score: -17705782.000000 Penalty: 3878.699707
	Iteration 60F: 3 clusters Score -1.770578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 151799 members 
Entering Unmasked Estep 
Score: -17705778.000000 Penalty: 3878.699707
	Iteration 61Q: 3 clusters Score -1.770578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 151799 members 
Entering Unmasked Estep 
Score: -17705782.000000 Penalty: 3878.699707
	Iteration 62Q: 3 clusters Score -1.770578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 151797 members 
Entering Unmasked Estep 
Score: -17705782.000000 Penalty: 3878.699707
	Iteration 63Q: 3 clusters Score -1.770578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 151798 members 
Entering Unmasked Estep 
Score: -17705796.000000 Penalty: 3878.699707
	Iteration 64Q: 3 clusters Score -1.77058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 151799 members 
Entering Unmasked Estep 
Score: -17705790.000000 Penalty: 3878.699707
	Iteration 65Q: 3 clusters Score -1.770579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 151798 members 
Entering Unmasked Estep 
Score: -17705780.000000 Penalty: 3878.699707
	Iteration 66Q: 3 clusters Score -1.770578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 151798 members 
Entering Unmasked Estep 
Score: -17705780.000000 Penalty: 3878.699707
	Iteration 67F: 3 clusters Score -1.770578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Entering Unmasked Estep 
Score: -1942853.500000 Penalty: 1581.312866
	Iteration 0F: 2 clusters Score -1942854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1931136.750000 Penalty: 3162.625732
	Iteration 0F: 3 clusters Score -1931137 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1935264.625000 Penalty: 3162.625732
	Iteration 1F: 3 clusters Score -1935265 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1935621.125000 Penalty: 3162.625732
	Iteration 2F: 3 clusters Score -1935621 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1936027.125000 Penalty: 3162.625732
	Iteration 3F: 3 clusters Score -1936027 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1936619.750000 Penalty: 3162.625732
	Iteration 4F: 3 clusters Score -1936620 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1937360.125000 Penalty: 3162.625732
	Iteration 5F: 3 clusters Score -1937360 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1938250.000000 Penalty: 3162.625732
	Iteration 6F: 3 clusters Score -1938250 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1939133.125000 Penalty: 3162.625732
	Iteration 7F: 3 clusters Score -1939133 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1939903.375000 Penalty: 3162.625732
	Iteration 8F: 3 clusters Score -1939903 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1940460.250000 Penalty: 3162.625732
	Iteration 9Q: 3 clusters Score -1940460 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1940850.875000 Penalty: 3162.625732
	Iteration 10Q: 3 clusters Score -1940851 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1941117.625000 Penalty: 3162.625732
	Iteration 11Q: 3 clusters Score -1941118 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1941258.875000 Penalty: 3162.625732
	Iteration 12Q: 3 clusters Score -1941259 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1941354.375000 Penalty: 3162.625732
	Iteration 13Q: 3 clusters Score -1941354 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1941408.375000 Penalty: 3162.625732
	Iteration 14Q: 3 clusters Score -1941408 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1941448.875000 Penalty: 3162.625732
	Iteration 15Q: 3 clusters Score -1941449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1941493.500000 Penalty: 3162.625732
	Iteration 16Q: 3 clusters Score -1941494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1941523.000000 Penalty: 3162.625732
	Iteration 17Q: 3 clusters Score -1941523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1941556.000000 Penalty: 3162.625732
	Iteration 18Q: 3 clusters Score -1941556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1941580.125000 Penalty: 3162.625732
	Iteration 19Q: 3 clusters Score -1941580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1941601.500000 Penalty: 3162.625732
	Iteration 20F: 3 clusters Score -1941602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1941625.875000 Penalty: 3162.625732
	Iteration 21Q: 3 clusters Score -1941626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1941648.750000 Penalty: 3162.625732
	Iteration 22Q: 3 clusters Score -1941649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1941662.750000 Penalty: 3162.625732
	Iteration 23Q: 3 clusters Score -1941663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1941677.125000 Penalty: 3162.625732
	Iteration 24Q: 3 clusters Score -1941677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1941681.500000 Penalty: 3162.625732
	Iteration 25Q: 3 clusters Score -1941682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1941681.000000 Penalty: 3162.625732
	Iteration 26Q: 3 clusters Score -1941681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1941681.125000 Penalty: 3162.625732
	Iteration 27Q: 3 clusters Score -1941681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1941680.875000 Penalty: 3162.625732
	Iteration 28Q: 3 clusters Score -1941681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1941683.500000 Penalty: 3162.625732
	Iteration 29Q: 3 clusters Score -1941684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1941685.500000 Penalty: 3162.625732
	Iteration 30Q: 3 clusters Score -1941686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1941691.125000 Penalty: 3162.625732
	Iteration 31Q: 3 clusters Score -1941691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1941693.125000 Penalty: 3162.625732
	Iteration 32Q: 3 clusters Score -1941693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1941693.750000 Penalty: 3162.625732
	Iteration 33Q: 3 clusters Score -1941694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1941696.250000 Penalty: 3162.625732
	Iteration 34Q: 3 clusters Score -1941696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1941696.875000 Penalty: 3162.625732
	Iteration 35Q: 3 clusters Score -1941697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1941698.000000 Penalty: 3162.625732
	Iteration 36Q: 3 clusters Score -1941698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1941699.750000 Penalty: 3162.625732
	Iteration 37Q: 3 clusters Score -1941700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1941701.375000 Penalty: 3162.625732
	Iteration 38Q: 3 clusters Score -1941701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1941701.000000 Penalty: 3162.625732
	Iteration 39Q: 3 clusters Score -1941701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1941701.000000 Penalty: 3162.625732
	Iteration 40F: 3 clusters Score -1941701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Entering Unmasked Estep 
Score: -1878998.875000 Penalty: 1582.591553
	Iteration 0F: 2 clusters Score -1878999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1867240.500000 Penalty: 3165.183105
	Iteration 0F: 3 clusters Score -1867240 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1871416.875000 Penalty: 3165.183105
	Iteration 1F: 3 clusters Score -1871417 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1871735.250000 Penalty: 3165.183105
	Iteration 2F: 3 clusters Score -1871735 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1872072.875000 Penalty: 3165.183105
	Iteration 3Q: 3 clusters Score -1872073 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1872456.000000 Penalty: 3165.183105
	Iteration 4Q: 3 clusters Score -1872456 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1872934.500000 Penalty: 3165.183105
	Iteration 5F: 3 clusters Score -1872934 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1873630.625000 Penalty: 3165.183105
	Iteration 6F: 3 clusters Score -1873631 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1874542.125000 Penalty: 3165.183105
	Iteration 7F: 3 clusters Score -1874542 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1875774.000000 Penalty: 3165.183105
	Iteration 8F: 3 clusters Score -1875774 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1877083.500000 Penalty: 3165.183105
	Iteration 9F: 3 clusters Score -1877084 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1878031.250000 Penalty: 3165.183105
	Iteration 10Q: 3 clusters Score -1878031 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1878485.750000 Penalty: 3165.183105
	Iteration 11Q: 3 clusters Score -1878486 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1878656.875000 Penalty: 3165.183105
	Iteration 12Q: 3 clusters Score -1878657 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1878712.875000 Penalty: 3165.183105
	Iteration 13Q: 3 clusters Score -1878713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1878732.000000 Penalty: 3165.183105
	Iteration 14Q: 3 clusters Score -1878732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1878735.250000 Penalty: 3165.183105
	Iteration 15Q: 3 clusters Score -1878735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1878742.375000 Penalty: 3165.183105
	Iteration 16Q: 3 clusters Score -1878742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1878740.500000 Penalty: 3165.183105
	Iteration 17Q: 3 clusters Score -1878740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1878743.750000 Penalty: 3165.183105
	Iteration 18Q: 3 clusters Score -1878744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1878747.375000 Penalty: 3165.183105
	Iteration 19Q: 3 clusters Score -1878747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1878752.125000 Penalty: 3165.183105
	Iteration 20F: 3 clusters Score -1878752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1878767.625000 Penalty: 3165.183105
	Iteration 21Q: 3 clusters Score -1878768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1878779.625000 Penalty: 3165.183105
	Iteration 22Q: 3 clusters Score -1878780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1878783.625000 Penalty: 3165.183105
	Iteration 23Q: 3 clusters Score -1878784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1878784.625000 Penalty: 3165.183105
	Iteration 24Q: 3 clusters Score -1878785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1878788.250000 Penalty: 3165.183105
	Iteration 25Q: 3 clusters Score -1878788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1878788.250000 Penalty: 3165.183105
	Iteration 26Q: 3 clusters Score -1878788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1878788.250000 Penalty: 3165.183105
	Iteration 27F: 3 clusters Score -1878788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Entering Unmasked Estep 
Score: -6666348.500000 Penalty: 1780.990234
	Iteration 0F: 2 clusters Score -6666348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -6627702.000000 Penalty: 3561.980469
	Iteration 0F: 3 clusters Score -6627702 nChanged 27233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -6643452.000000 Penalty: 3561.980469
	Iteration 1F: 3 clusters Score -6643452 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -6644268.000000 Penalty: 3561.980469
	Iteration 2Q: 3 clusters Score -6644268 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -6645353.500000 Penalty: 3561.980469
	Iteration 3Q: 3 clusters Score -6645354 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -6646683.500000 Penalty: 3561.980469
	Iteration 4Q: 3 clusters Score -6646684 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -6648188.000000 Penalty: 3561.980469
	Iteration 5F: 3 clusters Score -6648188 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -6650056.500000 Penalty: 3561.980469
	Iteration 6F: 3 clusters Score -6650056 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -6652150.500000 Penalty: 3561.980469
	Iteration 7F: 3 clusters Score -6652150 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -6654664.000000 Penalty: 3561.980469
	Iteration 8F: 3 clusters Score -6654664 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -6657548.000000 Penalty: 3561.980469
	Iteration 9F: 3 clusters Score -6657548 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -6660212.000000 Penalty: 3561.980469
	Iteration 10F: 3 clusters Score -6660212 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -6661901.500000 Penalty: 3561.980469
	Iteration 11Q: 3 clusters Score -6661902 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -6662581.000000 Penalty: 3561.980469
	Iteration 12Q: 3 clusters Score -6662581 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -6662965.000000 Penalty: 3561.980469
	Iteration 13Q: 3 clusters Score -6662965 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -6663207.000000 Penalty: 3561.980469
	Iteration 14Q: 3 clusters Score -6663207 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -6663429.500000 Penalty: 3561.980469
	Iteration 15Q: 3 clusters Score -6663430 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -6663604.500000 Penalty: 3561.980469
	Iteration 16Q: 3 clusters Score -6663604 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -6663751.000000 Penalty: 3561.980469
	Iteration 17Q: 3 clusters Score -6663751 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -6663905.500000 Penalty: 3561.980469
	Iteration 18Q: 3 clusters Score -6663906 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -6664022.000000 Penalty: 3561.980469
	Iteration 19Q: 3 clusters Score -6664022 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -6664178.500000 Penalty: 3561.980469
	Iteration 20F: 3 clusters Score -6664178 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -6664272.000000 Penalty: 3561.980469
	Iteration 21Q: 3 clusters Score -6664272 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -6664405.500000 Penalty: 3561.980469
	Iteration 22Q: 3 clusters Score -6664406 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -6664525.000000 Penalty: 3561.980469
	Iteration 23Q: 3 clusters Score -6664525 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -6664636.500000 Penalty: 3561.980469
	Iteration 24Q: 3 clusters Score -6664636 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -6664778.000000 Penalty: 3561.980469
	Iteration 25Q: 3 clusters Score -6664778 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -6664917.500000 Penalty: 3561.980469
	Iteration 26Q: 3 clusters Score -6664918 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -6664985.500000 Penalty: 3561.980469
	Iteration 27Q: 3 clusters Score -6664986 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -6665084.500000 Penalty: 3561.980469
	Iteration 28Q: 3 clusters Score -6665084 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -6665199.000000 Penalty: 3561.980469
	Iteration 29Q: 3 clusters Score -6665199 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -6665298.500000 Penalty: 3561.980469
	Iteration 30Q: 3 clusters Score -6665298 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -6665404.000000 Penalty: 3561.980469
	Iteration 31Q: 3 clusters Score -6665404 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -6665496.000000 Penalty: 3561.980469
	Iteration 32Q: 3 clusters Score -6665496 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -6665601.000000 Penalty: 3561.980469
	Iteration 33Q: 3 clusters Score -6665601 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -6665695.500000 Penalty: 3561.980469
	Iteration 34Q: 3 clusters Score -6665696 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -6665761.500000 Penalty: 3561.980469
	Iteration 35Q: 3 clusters Score -6665762 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -6665815.500000 Penalty: 3561.980469
	Iteration 36Q: 3 clusters Score -6665816 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -6665857.000000 Penalty: 3561.980469
	Iteration 37Q: 3 clusters Score -6665857 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -6665924.500000 Penalty: 3561.980469
	Iteration 38Q: 3 clusters Score -6665924 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -6665976.500000 Penalty: 3561.980469
	Iteration 39Q: 3 clusters Score -6665976 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -6666033.000000 Penalty: 3561.980469
	Iteration 40F: 3 clusters Score -6666033 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -6666067.500000 Penalty: 3561.980469
	Iteration 41Q: 3 clusters Score -6666068 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -6666100.000000 Penalty: 3561.980469
	Iteration 42Q: 3 clusters Score -6666100 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -6666151.000000 Penalty: 3561.980469
	Iteration 43Q: 3 clusters Score -6666151 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -6666194.500000 Penalty: 3561.980469
	Iteration 44Q: 3 clusters Score -6666194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -6666220.000000 Penalty: 3561.980469
	Iteration 45Q: 3 clusters Score -6666220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -6666236.500000 Penalty: 3561.980469
	Iteration 46Q: 3 clusters Score -6666236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -6666235.500000 Penalty: 3561.980469
	Iteration 47Q: 3 clusters Score -6666236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -6666243.500000 Penalty: 3561.980469
	Iteration 48Q: 3 clusters Score -6666244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -6666259.000000 Penalty: 3561.980469
	Iteration 49Q: 3 clusters Score -6666259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -6666267.000000 Penalty: 3561.980469
	Iteration 50Q: 3 clusters Score -6666267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -6666271.000000 Penalty: 3561.980469
	Iteration 51Q: 3 clusters Score -6666271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -6666284.000000 Penalty: 3561.980469
	Iteration 52Q: 3 clusters Score -6666284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -6666279.500000 Penalty: 3561.980469
	Iteration 53Q: 3 clusters Score -6666280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -6666273.500000 Penalty: 3561.980469
	Iteration 54Q: 3 clusters Score -6666274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -6666268.000000 Penalty: 3561.980469
	Iteration 55Q: 3 clusters Score -6666268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -6666275.500000 Penalty: 3561.980469
	Iteration 56Q: 3 clusters Score -6666276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -6666268.500000 Penalty: 3561.980469
	Iteration 57Q: 3 clusters Score -6666268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -6666270.000000 Penalty: 3561.980469
	Iteration 58Q: 3 clusters Score -6666270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -6666266.000000 Penalty: 3561.980469
	Iteration 59Q: 3 clusters Score -6666266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -6666267.000000 Penalty: 3561.980469
	Iteration 60F: 3 clusters Score -6666267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Entering Unmasked Estep 
Score: -5317126.500000 Penalty: 1752.814819
	Iteration 0F: 2 clusters Score -5317126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -5284707.500000 Penalty: 3505.629639
	Iteration 0F: 3 clusters Score -5284708 nChanged 22686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -5297494.000000 Penalty: 3505.629639
	Iteration 1F: 3 clusters Score -5297494 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -5298320.000000 Penalty: 3505.629639
	Iteration 2Q: 3 clusters Score -5298320 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -5300029.500000 Penalty: 3505.629639
	Iteration 3F: 3 clusters Score -5300030 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -5303291.500000 Penalty: 3505.629639
	Iteration 4F: 3 clusters Score -5303292 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -5308381.500000 Penalty: 3505.629639
	Iteration 5F: 3 clusters Score -5308382 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -5313349.000000 Penalty: 3505.629639
	Iteration 6F: 3 clusters Score -5313349 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -5316684.500000 Penalty: 3505.629639
	Iteration 7F: 3 clusters Score -5316684 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -5318550.500000 Penalty: 3505.629639
	Iteration 8F: 3 clusters Score -5318550 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -5319614.500000 Penalty: 3505.629639
	Iteration 9Q: 3 clusters Score -5319614 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -5320212.000000 Penalty: 3505.629639
	Iteration 10Q: 3 clusters Score -5320212 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -5320589.000000 Penalty: 3505.629639
	Iteration 11Q: 3 clusters Score -5320589 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -5320813.500000 Penalty: 3505.629639
	Iteration 12Q: 3 clusters Score -5320814 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -5320958.500000 Penalty: 3505.629639
	Iteration 13Q: 3 clusters Score -5320958 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -5321096.000000 Penalty: 3505.629639
	Iteration 14Q: 3 clusters Score -5321096 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -5321123.000000 Penalty: 3505.629639
	Iteration 15Q: 3 clusters Score -5321123 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -5321164.000000 Penalty: 3505.629639
	Iteration 16Q: 3 clusters Score -5321164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -5321172.500000 Penalty: 3505.629639
	Iteration 17Q: 3 clusters Score -5321172 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -5321173.500000 Penalty: 3505.629639
	Iteration 18Q: 3 clusters Score -5321174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -5321179.500000 Penalty: 3505.629639
	Iteration 19Q: 3 clusters Score -5321180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -5321174.500000 Penalty: 3505.629639
	Iteration 20F: 3 clusters Score -5321174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -5321184.000000 Penalty: 3505.629639
	Iteration 21Q: 3 clusters Score -5321184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -5321189.000000 Penalty: 3505.629639
	Iteration 22Q: 3 clusters Score -5321189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -5321185.500000 Penalty: 3505.629639
	Iteration 23Q: 3 clusters Score -5321186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -5321179.000000 Penalty: 3505.629639
	Iteration 24Q: 3 clusters Score -5321179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -5321183.500000 Penalty: 3505.629639
	Iteration 25Q: 3 clusters Score -5321184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -5321184.500000 Penalty: 3505.629639
	Iteration 26Q: 3 clusters Score -5321184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -5321184.500000 Penalty: 3505.629639
	Iteration 27Q: 3 clusters Score -5321184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -5321185.000000 Penalty: 3505.629639
	Iteration 28Q: 3 clusters Score -5321185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -5321181.500000 Penalty: 3505.629639
	Iteration 29Q: 3 clusters Score -5321182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -5321185.500000 Penalty: 3505.629639
	Iteration 30Q: 3 clusters Score -5321186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -5321185.000000 Penalty: 3505.629639
	Iteration 31Q: 3 clusters Score -5321185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -5321186.500000 Penalty: 3505.629639
	Iteration 32Q: 3 clusters Score -5321186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -5321182.500000 Penalty: 3505.629639
	Iteration 33Q: 3 clusters Score -5321182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -5321180.500000 Penalty: 3505.629639
	Iteration 34Q: 3 clusters Score -5321180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -5321183.000000 Penalty: 3505.629639
	Iteration 35Q: 3 clusters Score -5321183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -5321181.500000 Penalty: 3505.629639
	Iteration 36Q: 3 clusters Score -5321182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -5321184.500000 Penalty: 3505.629639
	Iteration 37Q: 3 clusters Score -5321184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -5321184.500000 Penalty: 3505.629639
	Iteration 38F: 3 clusters Score -5321184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 45497 members 
Mstep: Class 4 contains 15755 members 
Mstep: Class 5 contains 152430 members 
Mstep: Class 6 contains 16834 members 
Mstep: Class 7 contains 16967 members 
Mstep: Class 8 contains 57523 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 3109 members 
Mstep: Class 11 contains 52011 members 
Mstep: Class 14 contains 137544 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 17 contains 118017 members 
Mstep: Class 18 contains 14143 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 165971 members 
Mstep: Class 23 contains 83633 members 
Entering Unmasked Estep 
Score: -102022864.000000 Penalty: 37907.136719
Splitting cluster 9 changes total score from -102020328.000000 to -102022864.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -323702.031250 Penalty: 1306.834106
	Iteration 0F: 2 clusters Score -323702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -321025.562500 Penalty: 2613.668213
	Iteration 0F: 3 clusters Score -321025.6 nChanged 1227
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: -322031.000000 Penalty: 2613.668213
	Iteration 1F: 3 clusters Score -322031 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -322581.312500 Penalty: 2613.668213
	Iteration 2F: 3 clusters Score -322581.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -323362.093750 Penalty: 2613.668213
	Iteration 3F: 3 clusters Score -323362.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -324478.875000 Penalty: 2613.668213
	Iteration 4F: 3 clusters Score -324478.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -325182.718750 Penalty: 2613.668213
	Iteration 5F: 3 clusters Score -325182.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -325364.093750 Penalty: 2613.668213
	Iteration 6F: 3 clusters Score -325364.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -325439.343750 Penalty: 2613.668213
	Iteration 7Q: 3 clusters Score -325439.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -325494.468750 Penalty: 2613.668213
	Iteration 8Q: 3 clusters Score -325494.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -325519.656250 Penalty: 2613.668213
	Iteration 9Q: 3 clusters Score -325519.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -325529.468750 Penalty: 2613.668213
	Iteration 10Q: 3 clusters Score -325529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -325532.250000 Penalty: 2613.668213
	Iteration 11Q: 3 clusters Score -325532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -325535.718750 Penalty: 2613.668213
	Iteration 12Q: 3 clusters Score -325535.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -325537.500000 Penalty: 2613.668213
	Iteration 13Q: 3 clusters Score -325537.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -325537.500000 Penalty: 2613.668213
	Iteration 14F: 3 clusters Score -325537.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 45497 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 15755 members 
Mstep: Class 5 contains 152430 members 
Mstep: Class 6 contains 16834 members 
Mstep: Class 7 contains 16967 members 
Mstep: Class 8 contains 57523 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 52011 members 
Mstep: Class 14 contains 137544 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 17 contains 118017 members 
Mstep: Class 18 contains 14143 members 
Mstep: Class 20 contains 5327 members 
Mstep: Class 21 contains 165971 members 
Mstep: Class 23 contains 83633 members 
Entering Unmasked Estep 
Score: -102023312.000000 Penalty: 40136.968750
Splitting cluster 10 changes total score from -102020328.000000 to -102023312.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 11 (52011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Entering Unmasked Estep 
Score: -5937536.000000 Penalty: 1764.621826
	Iteration 0F: 2 clusters Score -5937536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -5902795.000000 Penalty: 3529.243652
	Iteration 0F: 3 clusters Score -5902795 nChanged 24527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -5916639.000000 Penalty: 3529.243652
	Iteration 1F: 3 clusters Score -5916639 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -5917257.000000 Penalty: 3529.243652
	Iteration 2Q: 3 clusters Score -5917257 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -5918160.000000 Penalty: 3529.243652
	Iteration 3Q: 3 clusters Score -5918160 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -5919396.500000 Penalty: 3529.243652
	Iteration 4Q: 3 clusters Score -5919396 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -5921196.000000 Penalty: 3529.243652
	Iteration 5F: 3 clusters Score -5921196 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -5923698.500000 Penalty: 3529.243652
	Iteration 6F: 3 clusters Score -5923698 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -5926718.500000 Penalty: 3529.243652
	Iteration 7F: 3 clusters Score -5926718 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -5929817.500000 Penalty: 3529.243652
	Iteration 8F: 3 clusters Score -5929818 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -5932204.000000 Penalty: 3529.243652
	Iteration 9F: 3 clusters Score -5932204 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -5933840.000000 Penalty: 3529.243652
	Iteration 10Q: 3 clusters Score -5933840 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5934799.000000 Penalty: 3529.243652
	Iteration 11Q: 3 clusters Score -5934799 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5935361.500000 Penalty: 3529.243652
	Iteration 12Q: 3 clusters Score -5935362 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5935686.500000 Penalty: 3529.243652
	Iteration 13Q: 3 clusters Score -5935686 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5935880.000000 Penalty: 3529.243652
	Iteration 14Q: 3 clusters Score -5935880 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5936059.000000 Penalty: 3529.243652
	Iteration 15Q: 3 clusters Score -5936059 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5936191.000000 Penalty: 3529.243652
	Iteration 16Q: 3 clusters Score -5936191 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5936306.000000 Penalty: 3529.243652
	Iteration 17Q: 3 clusters Score -5936306 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5936390.000000 Penalty: 3529.243652
	Iteration 18Q: 3 clusters Score -5936390 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5936446.500000 Penalty: 3529.243652
	Iteration 19Q: 3 clusters Score -5936446 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5936491.000000 Penalty: 3529.243652
	Iteration 20F: 3 clusters Score -5936491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5936514.500000 Penalty: 3529.243652
	Iteration 21Q: 3 clusters Score -5936514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5936541.500000 Penalty: 3529.243652
	Iteration 22Q: 3 clusters Score -5936542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5936547.500000 Penalty: 3529.243652
	Iteration 23Q: 3 clusters Score -5936548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5936554.000000 Penalty: 3529.243652
	Iteration 24Q: 3 clusters Score -5936554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5936554.500000 Penalty: 3529.243652
	Iteration 25Q: 3 clusters Score -5936554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5936569.500000 Penalty: 3529.243652
	Iteration 26Q: 3 clusters Score -5936570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5936559.500000 Penalty: 3529.243652
	Iteration 27Q: 3 clusters Score -5936560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5936567.500000 Penalty: 3529.243652
	Iteration 28Q: 3 clusters Score -5936568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5936565.000000 Penalty: 3529.243652
	Iteration 29Q: 3 clusters Score -5936565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5936559.500000 Penalty: 3529.243652
	Iteration 30Q: 3 clusters Score -5936560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5936564.000000 Penalty: 3529.243652
	Iteration 31Q: 3 clusters Score -5936564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5936569.500000 Penalty: 3529.243652
	Iteration 32Q: 3 clusters Score -5936570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5936571.500000 Penalty: 3529.243652
	Iteration 33Q: 3 clusters Score -5936572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5936568.000000 Penalty: 3529.243652
	Iteration 34Q: 3 clusters Score -5936568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5936567.000000 Penalty: 3529.243652
	Iteration 35Q: 3 clusters Score -5936567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5936567.000000 Penalty: 3529.243652
	Iteration 36Q: 3 clusters Score -5936567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5936572.000000 Penalty: 3529.243652
	Iteration 37Q: 3 clusters Score -5936572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5936576.000000 Penalty: 3529.243652
	Iteration 38Q: 3 clusters Score -5936576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5936573.500000 Penalty: 3529.243652
	Iteration 39Q: 3 clusters Score -5936574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5936572.500000 Penalty: 3529.243652
	Iteration 40F: 3 clusters Score -5936572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5936572.500000 Penalty: 3529.243652
	Iteration 41Q: 3 clusters Score -5936572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5936572.500000 Penalty: 3529.243652
	Iteration 42F: 3 clusters Score -5936572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (137544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137544 members 
Entering Unmasked Estep 
Score: -15572570.000000 Penalty: 1922.651123
	Iteration 0F: 2 clusters Score -1.557257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -15480550.000000 Penalty: 3845.302246
	Iteration 0F: 3 clusters Score -1.548055e+07 nChanged 66343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -15521667.000000 Penalty: 3845.302246
	Iteration 1F: 3 clusters Score -1.552167e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -15524706.000000 Penalty: 3845.302246
	Iteration 2Q: 3 clusters Score -1.552471e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70446 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -15529328.000000 Penalty: 3845.302246
	Iteration 3F: 3 clusters Score -1.552933e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -15535299.000000 Penalty: 3845.302246
	Iteration 4F: 3 clusters Score -1.55353e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74572 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -15542261.000000 Penalty: 3845.302246
	Iteration 5F: 3 clusters Score -1.554226e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -15548800.000000 Penalty: 3845.302246
	Iteration 6F: 3 clusters Score -1.55488e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -15553161.000000 Penalty: 3845.302246
	Iteration 7F: 3 clusters Score -1.555316e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -15555370.000000 Penalty: 3845.302246
	Iteration 8Q: 3 clusters Score -1.555537e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -15556623.000000 Penalty: 3845.302246
	Iteration 9Q: 3 clusters Score -1.555662e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -15557407.000000 Penalty: 3845.302246
	Iteration 10Q: 3 clusters Score -1.555741e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -15558190.000000 Penalty: 3845.302246
	Iteration 11Q: 3 clusters Score -1.555819e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90854 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -15558927.000000 Penalty: 3845.302246
	Iteration 12Q: 3 clusters Score -1.555893e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93047 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -15559727.000000 Penalty: 3845.302246
	Iteration 13Q: 3 clusters Score -1.555973e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95188 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -15560455.000000 Penalty: 3845.302246
	Iteration 14Q: 3 clusters Score -1.556046e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97371 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -15561182.000000 Penalty: 3845.302246
	Iteration 15Q: 3 clusters Score -1.556118e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99573 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -15561855.000000 Penalty: 3845.302246
	Iteration 16Q: 3 clusters Score -1.556186e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101824 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -15562677.000000 Penalty: 3845.302246
	Iteration 17Q: 3 clusters Score -1.556268e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -15563585.000000 Penalty: 3845.302246
	Iteration 18Q: 3 clusters Score -1.556358e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105981 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -15564305.000000 Penalty: 3845.302246
	Iteration 19Q: 3 clusters Score -1.55643e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -15564912.000000 Penalty: 3845.302246
	Iteration 20F: 3 clusters Score -1.556491e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109617 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -15565497.000000 Penalty: 3845.302246
	Iteration 21Q: 3 clusters Score -1.55655e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111236 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -15566016.000000 Penalty: 3845.302246
	Iteration 22Q: 3 clusters Score -1.556602e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112800 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -15566504.000000 Penalty: 3845.302246
	Iteration 23Q: 3 clusters Score -1.55665e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114300 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -15566872.000000 Penalty: 3845.302246
	Iteration 24Q: 3 clusters Score -1.556687e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115751 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -15567152.000000 Penalty: 3845.302246
	Iteration 25Q: 3 clusters Score -1.556715e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117193 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -15567477.000000 Penalty: 3845.302246
	Iteration 26Q: 3 clusters Score -1.556748e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118576 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -15567862.000000 Penalty: 3845.302246
	Iteration 27Q: 3 clusters Score -1.556786e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119933 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -15568205.000000 Penalty: 3845.302246
	Iteration 28Q: 3 clusters Score -1.55682e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121256 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -15568501.000000 Penalty: 3845.302246
	Iteration 29Q: 3 clusters Score -1.55685e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122529 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -15568825.000000 Penalty: 3845.302246
	Iteration 30Q: 3 clusters Score -1.556882e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123783 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -15569229.000000 Penalty: 3845.302246
	Iteration 31Q: 3 clusters Score -1.556923e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124963 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -15569494.000000 Penalty: 3845.302246
	Iteration 32Q: 3 clusters Score -1.556949e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126065 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -15569770.000000 Penalty: 3845.302246
	Iteration 33Q: 3 clusters Score -1.556977e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127100 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -15570122.000000 Penalty: 3845.302246
	Iteration 34Q: 3 clusters Score -1.557012e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -15570336.000000 Penalty: 3845.302246
	Iteration 35Q: 3 clusters Score -1.557034e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128891 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -15570542.000000 Penalty: 3845.302246
	Iteration 36Q: 3 clusters Score -1.557054e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129579 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -15570709.000000 Penalty: 3845.302246
	Iteration 37Q: 3 clusters Score -1.557071e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130170 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -15570859.000000 Penalty: 3845.302246
	Iteration 38Q: 3 clusters Score -1.557086e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130701 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -15570964.000000 Penalty: 3845.302246
	Iteration 39Q: 3 clusters Score -1.557096e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131201 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -15571067.000000 Penalty: 3845.302246
	Iteration 40F: 3 clusters Score -1.557107e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131689 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -15571180.000000 Penalty: 3845.302246
	Iteration 41Q: 3 clusters Score -1.557118e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132117 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -15571218.000000 Penalty: 3845.302246
	Iteration 42Q: 3 clusters Score -1.557122e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132497 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -15571333.000000 Penalty: 3845.302246
	Iteration 43Q: 3 clusters Score -1.557133e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132827 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -15571400.000000 Penalty: 3845.302246
	Iteration 44Q: 3 clusters Score -1.55714e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133108 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -15571445.000000 Penalty: 3845.302246
	Iteration 45Q: 3 clusters Score -1.557144e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133340 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -15571473.000000 Penalty: 3845.302246
	Iteration 46Q: 3 clusters Score -1.557147e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133540 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -15571517.000000 Penalty: 3845.302246
	Iteration 47Q: 3 clusters Score -1.557152e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133706 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -15571550.000000 Penalty: 3845.302246
	Iteration 48Q: 3 clusters Score -1.557155e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133845 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -15571543.000000 Penalty: 3845.302246
	Iteration 49Q: 3 clusters Score -1.557154e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133964 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -15571578.000000 Penalty: 3845.302246
	Iteration 50Q: 3 clusters Score -1.557158e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134056 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -15571608.000000 Penalty: 3845.302246
	Iteration 51Q: 3 clusters Score -1.557161e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134138 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -15571629.000000 Penalty: 3845.302246
	Iteration 52Q: 3 clusters Score -1.557163e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134199 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -15571620.000000 Penalty: 3845.302246
	Iteration 53Q: 3 clusters Score -1.557162e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134247 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -15571633.000000 Penalty: 3845.302246
	Iteration 54Q: 3 clusters Score -1.557163e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134283 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -15571663.000000 Penalty: 3845.302246
	Iteration 55Q: 3 clusters Score -1.557166e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134317 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -15571646.000000 Penalty: 3845.302246
	Iteration 56Q: 3 clusters Score -1.557165e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134357 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -15571637.000000 Penalty: 3845.302246
	Iteration 57Q: 3 clusters Score -1.557164e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134402 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -15571645.000000 Penalty: 3845.302246
	Iteration 58Q: 3 clusters Score -1.557164e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134446 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -15571663.000000 Penalty: 3845.302246
	Iteration 59Q: 3 clusters Score -1.557166e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -15571661.000000 Penalty: 3845.302246
	Iteration 60F: 3 clusters Score -1.557166e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134512 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -15571650.000000 Penalty: 3845.302246
	Iteration 61Q: 3 clusters Score -1.557165e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134523 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -15571663.000000 Penalty: 3845.302246
	Iteration 62Q: 3 clusters Score -1.557166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134539 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -15571663.000000 Penalty: 3845.302246
	Iteration 63Q: 3 clusters Score -1.557166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134550 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -15571662.000000 Penalty: 3845.302246
	Iteration 64Q: 3 clusters Score -1.557166e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134570 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -15571675.000000 Penalty: 3845.302246
	Iteration 65Q: 3 clusters Score -1.557168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134587 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -15571693.000000 Penalty: 3845.302246
	Iteration 66Q: 3 clusters Score -1.557169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134603 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -15571684.000000 Penalty: 3845.302246
	Iteration 67Q: 3 clusters Score -1.557168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134624 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -15571707.000000 Penalty: 3845.302246
	Iteration 68Q: 3 clusters Score -1.557171e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134647 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -15571711.000000 Penalty: 3845.302246
	Iteration 69Q: 3 clusters Score -1.557171e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134664 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -15571715.000000 Penalty: 3845.302246
	Iteration 70Q: 3 clusters Score -1.557172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134681 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -15571730.000000 Penalty: 3845.302246
	Iteration 71Q: 3 clusters Score -1.557173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134706 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -15571721.000000 Penalty: 3845.302246
	Iteration 72Q: 3 clusters Score -1.557172e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134733 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -15571702.000000 Penalty: 3845.302246
	Iteration 73Q: 3 clusters Score -1.55717e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134762 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -15571730.000000 Penalty: 3845.302246
	Iteration 74Q: 3 clusters Score -1.557173e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134784 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -15571710.000000 Penalty: 3845.302246
	Iteration 75Q: 3 clusters Score -1.557171e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134805 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -15571708.000000 Penalty: 3845.302246
	Iteration 76Q: 3 clusters Score -1.557171e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134826 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -15571682.000000 Penalty: 3845.302246
	Iteration 77Q: 3 clusters Score -1.557168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134839 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -15571695.000000 Penalty: 3845.302246
	Iteration 78Q: 3 clusters Score -1.55717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134848 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -15571694.000000 Penalty: 3845.302246
	Iteration 79Q: 3 clusters Score -1.557169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134856 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -15571707.000000 Penalty: 3845.302246
	Iteration 80F: 3 clusters Score -1.557171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134864 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -15571703.000000 Penalty: 3845.302246
	Iteration 81Q: 3 clusters Score -1.55717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134875 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -15571697.000000 Penalty: 3845.302246
	Iteration 82Q: 3 clusters Score -1.55717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134881 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -15571707.000000 Penalty: 3845.302246
	Iteration 83Q: 3 clusters Score -1.557171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134886 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -15571693.000000 Penalty: 3845.302246
	Iteration 84Q: 3 clusters Score -1.557169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134893 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -15571681.000000 Penalty: 3845.302246
	Iteration 85Q: 3 clusters Score -1.557168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134897 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -15571691.000000 Penalty: 3845.302246
	Iteration 86Q: 3 clusters Score -1.557169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134903 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -15571670.000000 Penalty: 3845.302246
	Iteration 87Q: 3 clusters Score -1.557167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134911 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -15571659.000000 Penalty: 3845.302246
	Iteration 88Q: 3 clusters Score -1.557166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134918 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -15571677.000000 Penalty: 3845.302246
	Iteration 89Q: 3 clusters Score -1.557168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134923 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -15571672.000000 Penalty: 3845.302246
	Iteration 90Q: 3 clusters Score -1.557167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134928 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -15571676.000000 Penalty: 3845.302246
	Iteration 91Q: 3 clusters Score -1.557168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134934 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -15571663.000000 Penalty: 3845.302246
	Iteration 92Q: 3 clusters Score -1.557166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134943 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -15571650.000000 Penalty: 3845.302246
	Iteration 93Q: 3 clusters Score -1.557165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134957 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -15571657.000000 Penalty: 3845.302246
	Iteration 94Q: 3 clusters Score -1.557166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134964 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -15571650.000000 Penalty: 3845.302246
	Iteration 95Q: 3 clusters Score -1.557165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134971 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -15571647.000000 Penalty: 3845.302246
	Iteration 96Q: 3 clusters Score -1.557165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134975 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -15571641.000000 Penalty: 3845.302246
	Iteration 97Q: 3 clusters Score -1.557164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134977 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -15571635.000000 Penalty: 3845.302246
	Iteration 98Q: 3 clusters Score -1.557164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134980 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -15571635.000000 Penalty: 3845.302246
	Iteration 99Q: 3 clusters Score -1.557164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134982 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -15571635.000000 Penalty: 3845.302246
	Iteration 100F: 3 clusters Score -1.557164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134983 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -15571629.000000 Penalty: 3845.302246
	Iteration 101Q: 3 clusters Score -1.557163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134984 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -15571638.000000 Penalty: 3845.302246
	Iteration 102Q: 3 clusters Score -1.557164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134984 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -15571638.000000 Penalty: 3845.302246
	Iteration 103F: 3 clusters Score -1.557164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Entering Unmasked Estep 
Score: -444544.781250 Penalty: 1342.330200
	Iteration 0F: 2 clusters Score -444544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -441288.281250 Penalty: 2684.660400
	Iteration 0F: 3 clusters Score -441288.3 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -442121.656250 Penalty: 2684.660400
	Iteration 1F: 3 clusters Score -442121.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -442271.500000 Penalty: 2684.660400
	Iteration 2F: 3 clusters Score -442271.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -442370.093750 Penalty: 2684.660400
	Iteration 3Q: 3 clusters Score -442370.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -442445.718750 Penalty: 2684.660400
	Iteration 4Q: 3 clusters Score -442445.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -442525.906250 Penalty: 2684.660400
	Iteration 5Q: 3 clusters Score -442525.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -442600.187500 Penalty: 2684.660400
	Iteration 6Q: 3 clusters Score -442600.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -442693.937500 Penalty: 2684.660400
	Iteration 7Q: 3 clusters Score -442693.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -442794.156250 Penalty: 2684.660400
	Iteration 8Q: 3 clusters Score -442794.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -442899.281250 Penalty: 2684.660400
	Iteration 9Q: 3 clusters Score -442899.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -443017.312500 Penalty: 2684.660400
	Iteration 10Q: 3 clusters Score -443017.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -443139.593750 Penalty: 2684.660400
	Iteration 11Q: 3 clusters Score -443139.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -443259.593750 Penalty: 2684.660400
	Iteration 12Q: 3 clusters Score -443259.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -443361.593750 Penalty: 2684.660400
	Iteration 13Q: 3 clusters Score -443361.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -443452.187500 Penalty: 2684.660400
	Iteration 14Q: 3 clusters Score -443452.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -443512.937500 Penalty: 2684.660400
	Iteration 15Q: 3 clusters Score -443512.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -443544.437500 Penalty: 2684.660400
	Iteration 16Q: 3 clusters Score -443544.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -443569.375000 Penalty: 2684.660400
	Iteration 17Q: 3 clusters Score -443569.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -443587.750000 Penalty: 2684.660400
	Iteration 18Q: 3 clusters Score -443587.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -443602.718750 Penalty: 2684.660400
	Iteration 19Q: 3 clusters Score -443602.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -443614.625000 Penalty: 2684.660400
	Iteration 20F: 3 clusters Score -443614.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -443625.812500 Penalty: 2684.660400
	Iteration 21Q: 3 clusters Score -443625.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -443638.531250 Penalty: 2684.660400
	Iteration 22Q: 3 clusters Score -443638.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -443646.187500 Penalty: 2684.660400
	Iteration 23Q: 3 clusters Score -443646.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -443652.406250 Penalty: 2684.660400
	Iteration 24Q: 3 clusters Score -443652.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -443656.718750 Penalty: 2684.660400
	Iteration 25Q: 3 clusters Score -443656.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -443660.312500 Penalty: 2684.660400
	Iteration 26Q: 3 clusters Score -443660.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -443666.125000 Penalty: 2684.660400
	Iteration 27Q: 3 clusters Score -443666.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -443669.906250 Penalty: 2684.660400
	Iteration 28Q: 3 clusters Score -443669.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -443671.875000 Penalty: 2684.660400
	Iteration 29Q: 3 clusters Score -443671.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -443675.906250 Penalty: 2684.660400
	Iteration 30Q: 3 clusters Score -443675.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -443679.906250 Penalty: 2684.660400
	Iteration 31Q: 3 clusters Score -443679.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -443683.812500 Penalty: 2684.660400
	Iteration 32Q: 3 clusters Score -443683.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -443685.000000 Penalty: 2684.660400
	Iteration 33Q: 3 clusters Score -443685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -443688.781250 Penalty: 2684.660400
	Iteration 34Q: 3 clusters Score -443688.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -443691.750000 Penalty: 2684.660400
	Iteration 35Q: 3 clusters Score -443691.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -443697.937500 Penalty: 2684.660400
	Iteration 36Q: 3 clusters Score -443697.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -443701.156250 Penalty: 2684.660400
	Iteration 37Q: 3 clusters Score -443701.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -443706.937500 Penalty: 2684.660400
	Iteration 38Q: 3 clusters Score -443706.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -443711.812500 Penalty: 2684.660400
	Iteration 39Q: 3 clusters Score -443711.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -443716.000000 Penalty: 2684.660400
	Iteration 40F: 3 clusters Score -443716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -443718.843750 Penalty: 2684.660400
	Iteration 41Q: 3 clusters Score -443718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -443719.937500 Penalty: 2684.660400
	Iteration 42Q: 3 clusters Score -443719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -443720.500000 Penalty: 2684.660400
	Iteration 43Q: 3 clusters Score -443720.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -443720.500000 Penalty: 2684.660400
	Iteration 44F: 3 clusters Score -443720.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (118017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118017 members 
Entering Unmasked Estep 
Score: -13645944.000000 Penalty: 1897.769897
	Iteration 0F: 2 clusters Score -1.364594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -13571353.000000 Penalty: 3795.539795
	Iteration 0F: 3 clusters Score -1.357135e+07 nChanged 56474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -13603986.000000 Penalty: 3795.539795
	Iteration 1F: 3 clusters Score -1.360399e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -13604618.000000 Penalty: 3795.539795
	Iteration 2Q: 3 clusters Score -1.360462e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -13605407.000000 Penalty: 3795.539795
	Iteration 3Q: 3 clusters Score -1.360541e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -13606638.000000 Penalty: 3795.539795
	Iteration 4Q: 3 clusters Score -1.360664e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -13609148.000000 Penalty: 3795.539795
	Iteration 5Q: 3 clusters Score -1.360915e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 66526 members 
Entering Unmasked Estep 
Score: -13613499.000000 Penalty: 3795.539795
	Iteration 6F: 3 clusters Score -1.36135e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -13620343.000000 Penalty: 3795.539795
	Iteration 7F: 3 clusters Score -1.362034e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -13628349.000000 Penalty: 3795.539795
	Iteration 8F: 3 clusters Score -1.362835e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 68851 members 
Entering Unmasked Estep 
Score: -13634536.000000 Penalty: 3795.539795
	Iteration 9F: 3 clusters Score -1.363454e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -13637236.000000 Penalty: 3795.539795
	Iteration 10F: 3 clusters Score -1.363724e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -13638385.000000 Penalty: 3795.539795
	Iteration 11Q: 3 clusters Score -1.363838e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -13638979.000000 Penalty: 3795.539795
	Iteration 12Q: 3 clusters Score -1.363898e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 68406 members 
Entering Unmasked Estep 
Score: -13639728.000000 Penalty: 3795.539795
	Iteration 13Q: 3 clusters Score -1.363973e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -13640403.000000 Penalty: 3795.539795
	Iteration 14Q: 3 clusters Score -1.36404e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -13640960.000000 Penalty: 3795.539795
	Iteration 15Q: 3 clusters Score -1.364096e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 67811 members 
Entering Unmasked Estep 
Score: -13641547.000000 Penalty: 3795.539795
	Iteration 16Q: 3 clusters Score -1.364155e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 67583 members 
Entering Unmasked Estep 
Score: -13641976.000000 Penalty: 3795.539795
	Iteration 17Q: 3 clusters Score -1.364198e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 67335 members 
Entering Unmasked Estep 
Score: -13642513.000000 Penalty: 3795.539795
	Iteration 18Q: 3 clusters Score -1.364251e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -13642976.000000 Penalty: 3795.539795
	Iteration 19Q: 3 clusters Score -1.364298e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -13643356.000000 Penalty: 3795.539795
	Iteration 20F: 3 clusters Score -1.364336e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 66933 members 
Entering Unmasked Estep 
Score: -13643749.000000 Penalty: 3795.539795
	Iteration 21Q: 3 clusters Score -1.364375e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 66895 members 
Entering Unmasked Estep 
Score: -13644015.000000 Penalty: 3795.539795
	Iteration 22Q: 3 clusters Score -1.364402e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 66863 members 
Entering Unmasked Estep 
Score: -13644157.000000 Penalty: 3795.539795
	Iteration 23Q: 3 clusters Score -1.364416e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -13644317.000000 Penalty: 3795.539795
	Iteration 24Q: 3 clusters Score -1.364432e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -13644402.000000 Penalty: 3795.539795
	Iteration 25Q: 3 clusters Score -1.36444e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -13644487.000000 Penalty: 3795.539795
	Iteration 26Q: 3 clusters Score -1.364449e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -13644567.000000 Penalty: 3795.539795
	Iteration 27Q: 3 clusters Score -1.364457e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 67001 members 
Entering Unmasked Estep 
Score: -13644635.000000 Penalty: 3795.539795
	Iteration 28Q: 3 clusters Score -1.364464e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 67012 members 
Entering Unmasked Estep 
Score: -13644692.000000 Penalty: 3795.539795
	Iteration 29Q: 3 clusters Score -1.364469e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -13644724.000000 Penalty: 3795.539795
	Iteration 30Q: 3 clusters Score -1.364472e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 67040 members 
Entering Unmasked Estep 
Score: -13644809.000000 Penalty: 3795.539795
	Iteration 31Q: 3 clusters Score -1.364481e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
Score: -13644828.000000 Penalty: 3795.539795
	Iteration 32Q: 3 clusters Score -1.364483e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -13644852.000000 Penalty: 3795.539795
	Iteration 33Q: 3 clusters Score -1.364485e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -13644935.000000 Penalty: 3795.539795
	Iteration 34Q: 3 clusters Score -1.364494e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 67246 members 
Entering Unmasked Estep 
Score: -13644978.000000 Penalty: 3795.539795
	Iteration 35Q: 3 clusters Score -1.364498e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -13645026.000000 Penalty: 3795.539795
	Iteration 36Q: 3 clusters Score -1.364503e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 67399 members 
Entering Unmasked Estep 
Score: -13645061.000000 Penalty: 3795.539795
	Iteration 37Q: 3 clusters Score -1.364506e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -13645032.000000 Penalty: 3795.539795
	Iteration 38Q: 3 clusters Score -1.364503e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -13645069.000000 Penalty: 3795.539795
	Iteration 39Q: 3 clusters Score -1.364507e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -13645122.000000 Penalty: 3795.539795
	Iteration 40F: 3 clusters Score -1.364512e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -13645152.000000 Penalty: 3795.539795
	Iteration 41Q: 3 clusters Score -1.364515e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -13645271.000000 Penalty: 3795.539795
	Iteration 42Q: 3 clusters Score -1.364527e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 67240 members 
Entering Unmasked Estep 
Score: -13645454.000000 Penalty: 3795.539795
	Iteration 43Q: 3 clusters Score -1.364545e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 67097 members 
Entering Unmasked Estep 
Score: -13645599.000000 Penalty: 3795.539795
	Iteration 44Q: 3 clusters Score -1.36456e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -13645683.000000 Penalty: 3795.539795
	Iteration 45Q: 3 clusters Score -1.364568e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -13645726.000000 Penalty: 3795.539795
	Iteration 46Q: 3 clusters Score -1.364573e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 66898 members 
Entering Unmasked Estep 
Score: -13645781.000000 Penalty: 3795.539795
	Iteration 47Q: 3 clusters Score -1.364578e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -13645820.000000 Penalty: 3795.539795
	Iteration 48Q: 3 clusters Score -1.364582e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -13645810.000000 Penalty: 3795.539795
	Iteration 49Q: 3 clusters Score -1.364581e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 66760 members 
Entering Unmasked Estep 
Score: -13645826.000000 Penalty: 3795.539795
	Iteration 50Q: 3 clusters Score -1.364583e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 66695 members 
Entering Unmasked Estep 
Score: -13645838.000000 Penalty: 3795.539795
	Iteration 51Q: 3 clusters Score -1.364584e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -13645833.000000 Penalty: 3795.539795
	Iteration 52Q: 3 clusters Score -1.364583e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -13645845.000000 Penalty: 3795.539795
	Iteration 53Q: 3 clusters Score -1.364584e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -13645844.000000 Penalty: 3795.539795
	Iteration 54Q: 3 clusters Score -1.364584e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 66524 members 
Entering Unmasked Estep 
Score: -13645837.000000 Penalty: 3795.539795
	Iteration 55Q: 3 clusters Score -1.364584e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 66479 members 
Entering Unmasked Estep 
Score: -13645836.000000 Penalty: 3795.539795
	Iteration 56Q: 3 clusters Score -1.364584e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -13645847.000000 Penalty: 3795.539795
	Iteration 57Q: 3 clusters Score -1.364585e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -13645845.000000 Penalty: 3795.539795
	Iteration 58Q: 3 clusters Score -1.364584e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -13645858.000000 Penalty: 3795.539795
	Iteration 59Q: 3 clusters Score -1.364586e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -13645873.000000 Penalty: 3795.539795
	Iteration 60F: 3 clusters Score -1.364587e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 66226 members 
Entering Unmasked Estep 
Score: -13645880.000000 Penalty: 3795.539795
	Iteration 61Q: 3 clusters Score -1.364588e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -13645887.000000 Penalty: 3795.539795
	Iteration 62Q: 3 clusters Score -1.364589e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 66175 members 
Entering Unmasked Estep 
Score: -13645896.000000 Penalty: 3795.539795
	Iteration 63Q: 3 clusters Score -1.36459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -13645906.000000 Penalty: 3795.539795
	Iteration 64Q: 3 clusters Score -1.364591e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -13645906.000000 Penalty: 3795.539795
	Iteration 65Q: 3 clusters Score -1.364591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -13645903.000000 Penalty: 3795.539795
	Iteration 66Q: 3 clusters Score -1.36459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 66088 members 
Entering Unmasked Estep 
Score: -13645903.000000 Penalty: 3795.539795
	Iteration 67Q: 3 clusters Score -1.36459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -13645908.000000 Penalty: 3795.539795
	Iteration 68Q: 3 clusters Score -1.364591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 66050 members 
Entering Unmasked Estep 
Score: -13645915.000000 Penalty: 3795.539795
	Iteration 69Q: 3 clusters Score -1.364592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -13645923.000000 Penalty: 3795.539795
	Iteration 70Q: 3 clusters Score -1.364592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -13645919.000000 Penalty: 3795.539795
	Iteration 71Q: 3 clusters Score -1.364592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -13645915.000000 Penalty: 3795.539795
	Iteration 72Q: 3 clusters Score -1.364592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -13645924.000000 Penalty: 3795.539795
	Iteration 73Q: 3 clusters Score -1.364592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 65996 members 
Entering Unmasked Estep 
Score: -13645926.000000 Penalty: 3795.539795
	Iteration 74Q: 3 clusters Score -1.364593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 65994 members 
Entering Unmasked Estep 
Score: -13645921.000000 Penalty: 3795.539795
	Iteration 75Q: 3 clusters Score -1.364592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -13645908.000000 Penalty: 3795.539795
	Iteration 76Q: 3 clusters Score -1.364591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -13645920.000000 Penalty: 3795.539795
	Iteration 77Q: 3 clusters Score -1.364592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -13645918.000000 Penalty: 3795.539795
	Iteration 78Q: 3 clusters Score -1.364592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -13645915.000000 Penalty: 3795.539795
	Iteration 79Q: 3 clusters Score -1.364592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -13645914.000000 Penalty: 3795.539795
	Iteration 80F: 3 clusters Score -1.364591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -13645913.000000 Penalty: 3795.539795
	Iteration 81Q: 3 clusters Score -1.364591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -13645913.000000 Penalty: 3795.539795
	Iteration 82Q: 3 clusters Score -1.364591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 65965 members 
Entering Unmasked Estep 
Score: -13645922.000000 Penalty: 3795.539795
	Iteration 83Q: 3 clusters Score -1.364592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -13645926.000000 Penalty: 3795.539795
	Iteration 84Q: 3 clusters Score -1.364593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 65957 members 
Entering Unmasked Estep 
Score: -13645923.000000 Penalty: 3795.539795
	Iteration 85Q: 3 clusters Score -1.364592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -13645922.000000 Penalty: 3795.539795
	Iteration 86Q: 3 clusters Score -1.364592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -13645922.000000 Penalty: 3795.539795
	Iteration 87F: 3 clusters Score -1.364592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Entering Unmasked Estep 
Score: -1607477.875000 Penalty: 1553.008545
	Iteration 0F: 2 clusters Score -1607478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1597710.875000 Penalty: 3106.017090
	Iteration 0F: 3 clusters Score -1597711 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1601259.375000 Penalty: 3106.017090
	Iteration 1F: 3 clusters Score -1601259 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1601697.750000 Penalty: 3106.017090
	Iteration 2F: 3 clusters Score -1601698 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1602119.375000 Penalty: 3106.017090
	Iteration 3F: 3 clusters Score -1602119 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1602571.250000 Penalty: 3106.017090
	Iteration 4F: 3 clusters Score -1602571 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1602964.625000 Penalty: 3106.017090
	Iteration 5F: 3 clusters Score -1602965 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1603265.750000 Penalty: 3106.017090
	Iteration 6Q: 3 clusters Score -1603266 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1603527.125000 Penalty: 3106.017090
	Iteration 7Q: 3 clusters Score -1603527 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1603785.500000 Penalty: 3106.017090
	Iteration 8Q: 3 clusters Score -1603786 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1604040.375000 Penalty: 3106.017090
	Iteration 9Q: 3 clusters Score -1604040 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1604332.625000 Penalty: 3106.017090
	Iteration 10Q: 3 clusters Score -1604333 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1604598.125000 Penalty: 3106.017090
	Iteration 11Q: 3 clusters Score -1604598 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1604836.375000 Penalty: 3106.017090
	Iteration 12Q: 3 clusters Score -1604836 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1604993.125000 Penalty: 3106.017090
	Iteration 13Q: 3 clusters Score -1604993 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1605112.125000 Penalty: 3106.017090
	Iteration 14Q: 3 clusters Score -1605112 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1605223.250000 Penalty: 3106.017090
	Iteration 15Q: 3 clusters Score -1605223 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1605296.875000 Penalty: 3106.017090
	Iteration 16Q: 3 clusters Score -1605297 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1605376.875000 Penalty: 3106.017090
	Iteration 17Q: 3 clusters Score -1605377 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1605454.000000 Penalty: 3106.017090
	Iteration 18Q: 3 clusters Score -1605454 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1605521.000000 Penalty: 3106.017090
	Iteration 19Q: 3 clusters Score -1605521 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1605592.875000 Penalty: 3106.017090
	Iteration 20F: 3 clusters Score -1605593 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1605661.625000 Penalty: 3106.017090
	Iteration 21Q: 3 clusters Score -1605662 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1605740.750000 Penalty: 3106.017090
	Iteration 22Q: 3 clusters Score -1605741 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1605805.500000 Penalty: 3106.017090
	Iteration 23Q: 3 clusters Score -1605806 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1605889.500000 Penalty: 3106.017090
	Iteration 24Q: 3 clusters Score -1605890 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1605973.875000 Penalty: 3106.017090
	Iteration 25Q: 3 clusters Score -1605974 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1606082.000000 Penalty: 3106.017090
	Iteration 26Q: 3 clusters Score -1606082 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1606180.625000 Penalty: 3106.017090
	Iteration 27Q: 3 clusters Score -1606181 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1606256.125000 Penalty: 3106.017090
	Iteration 28Q: 3 clusters Score -1606256 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1606315.625000 Penalty: 3106.017090
	Iteration 29Q: 3 clusters Score -1606316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1606351.750000 Penalty: 3106.017090
	Iteration 30Q: 3 clusters Score -1606352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1606371.875000 Penalty: 3106.017090
	Iteration 31Q: 3 clusters Score -1606372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1606391.125000 Penalty: 3106.017090
	Iteration 32Q: 3 clusters Score -1606391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1606401.125000 Penalty: 3106.017090
	Iteration 33Q: 3 clusters Score -1606401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1606409.625000 Penalty: 3106.017090
	Iteration 34Q: 3 clusters Score -1606410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1606419.250000 Penalty: 3106.017090
	Iteration 35Q: 3 clusters Score -1606419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1606427.000000 Penalty: 3106.017090
	Iteration 36Q: 3 clusters Score -1606427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1606434.625000 Penalty: 3106.017090
	Iteration 37Q: 3 clusters Score -1606435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1606444.250000 Penalty: 3106.017090
	Iteration 38Q: 3 clusters Score -1606444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1606446.500000 Penalty: 3106.017090
	Iteration 39Q: 3 clusters Score -1606446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1606456.000000 Penalty: 3106.017090
	Iteration 40F: 3 clusters Score -1606456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1606462.250000 Penalty: 3106.017090
	Iteration 41Q: 3 clusters Score -1606462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1606466.875000 Penalty: 3106.017090
	Iteration 42Q: 3 clusters Score -1606467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1606466.625000 Penalty: 3106.017090
	Iteration 43Q: 3 clusters Score -1606467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1606469.625000 Penalty: 3106.017090
	Iteration 44Q: 3 clusters Score -1606470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1606470.000000 Penalty: 3106.017090
	Iteration 45Q: 3 clusters Score -1606470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1606469.000000 Penalty: 3106.017090
	Iteration 46Q: 3 clusters Score -1606469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1606470.000000 Penalty: 3106.017090
	Iteration 47Q: 3 clusters Score -1606470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1606473.250000 Penalty: 3106.017090
	Iteration 48Q: 3 clusters Score -1606473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1606475.750000 Penalty: 3106.017090
	Iteration 49Q: 3 clusters Score -1606476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1606475.375000 Penalty: 3106.017090
	Iteration 50Q: 3 clusters Score -1606475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1606476.000000 Penalty: 3106.017090
	Iteration 51Q: 3 clusters Score -1606476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1606478.875000 Penalty: 3106.017090
	Iteration 52Q: 3 clusters Score -1606479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1606479.875000 Penalty: 3106.017090
	Iteration 53Q: 3 clusters Score -1606480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1606479.625000 Penalty: 3106.017090
	Iteration 54Q: 3 clusters Score -1606480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1606479.875000 Penalty: 3106.017090
	Iteration 55Q: 3 clusters Score -1606480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1606479.875000 Penalty: 3106.017090
	Iteration 56F: 3 clusters Score -1606480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Entering Unmasked Estep 
Score: -603094.812500 Penalty: 1394.338379
	Iteration 0F: 2 clusters Score -603094.8 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 2642 members 
Entering Unmasked Estep 
Score: -599003.625000 Penalty: 2788.676758
	Iteration 0F: 3 clusters Score -599003.6 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -600234.562500 Penalty: 2788.676758
	Iteration 1F: 3 clusters Score -600234.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -600429.687500 Penalty: 2788.676758
	Iteration 2F: 3 clusters Score -600429.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -600593.562500 Penalty: 2788.676758
	Iteration 3F: 3 clusters Score -600593.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -600819.125000 Penalty: 2788.676758
	Iteration 4F: 3 clusters Score -600819.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -601131.937500 Penalty: 2788.676758
	Iteration 5F: 3 clusters Score -601131.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -601524.687500 Penalty: 2788.676758
	Iteration 6F: 3 clusters Score -601524.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -601989.187500 Penalty: 2788.676758
	Iteration 7F: 3 clusters Score -601989.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -602501.812500 Penalty: 2788.676758
	Iteration 8F: 3 clusters Score -602501.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -602890.125000 Penalty: 2788.676758
	Iteration 9F: 3 clusters Score -602890.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -603118.437500 Penalty: 2788.676758
	Iteration 10Q: 3 clusters Score -603118.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -603197.562500 Penalty: 2788.676758
	Iteration 11Q: 3 clusters Score -603197.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -603233.250000 Penalty: 2788.676758
	Iteration 12Q: 3 clusters Score -603233.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -603251.750000 Penalty: 2788.676758
	Iteration 13Q: 3 clusters Score -603251.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -603268.437500 Penalty: 2788.676758
	Iteration 14Q: 3 clusters Score -603268.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -603282.125000 Penalty: 2788.676758
	Iteration 15Q: 3 clusters Score -603282.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -603291.250000 Penalty: 2788.676758
	Iteration 16Q: 3 clusters Score -603291.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -603295.625000 Penalty: 2788.676758
	Iteration 17Q: 3 clusters Score -603295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -603296.625000 Penalty: 2788.676758
	Iteration 18Q: 3 clusters Score -603296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -603297.187500 Penalty: 2788.676758
	Iteration 19Q: 3 clusters Score -603297.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -603297.562500 Penalty: 2788.676758
	Iteration 20F: 3 clusters Score -603297.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 45497 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 15755 members 
Mstep: Class 5 contains 152430 members 
Mstep: Class 6 contains 16834 members 
Mstep: Class 7 contains 16967 members 
Mstep: Class 8 contains 57523 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 52011 members 
Mstep: Class 12 contains 245 members 
Mstep: Class 14 contains 137544 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 17 contains 118017 members 
Mstep: Class 18 contains 14143 members 
Mstep: Class 20 contains 5082 members 
Mstep: Class 21 contains 165971 members 
Mstep: Class 23 contains 83633 members 
Entering Unmasked Estep 
Score: -102022544.000000 Penalty: 42366.800781
Splitting cluster 20 changes total score from -102020328.000000 to -102022544.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 21 (165971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165971 members 
Entering Unmasked Estep 
Score: -18808100.000000 Penalty: 1953.179932
	Iteration 0F: 2 clusters Score -1.88081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -18702138.000000 Penalty: 3906.359863
	Iteration 0F: 3 clusters Score -1.870214e+07 nChanged 80234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 92352 members 
Entering Unmasked Estep 
Score: -18749814.000000 Penalty: 3906.359863
	Iteration 1F: 3 clusters Score -1.874981e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 98060 members 
Entering Unmasked Estep 
Score: -18752432.000000 Penalty: 3906.359863
	Iteration 2Q: 3 clusters Score -1.875243e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 106446 members 
Entering Unmasked Estep 
Score: -18757800.000000 Penalty: 3906.359863
	Iteration 3F: 3 clusters Score -1.87578e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 117633 members 
Entering Unmasked Estep 
Score: -18766848.000000 Penalty: 3906.359863
	Iteration 4F: 3 clusters Score -1.876685e+07 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 130539 members 
Entering Unmasked Estep 
Score: -18779080.000000 Penalty: 3906.359863
	Iteration 5F: 3 clusters Score -1.877908e+07 nChanged 12128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 142535 members 
Entering Unmasked Estep 
Score: -18790706.000000 Penalty: 3906.359863
	Iteration 6F: 3 clusters Score -1.879071e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 151328 members 
Entering Unmasked Estep 
Score: -18798978.000000 Penalty: 3906.359863
	Iteration 7F: 3 clusters Score -1.879898e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 157037 members 
Entering Unmasked Estep 
Score: -18802834.000000 Penalty: 3906.359863
	Iteration 8Q: 3 clusters Score -1.880283e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 160470 members 
Entering Unmasked Estep 
Score: -18804664.000000 Penalty: 3906.359863
	Iteration 9Q: 3 clusters Score -1.880466e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 162514 members 
Entering Unmasked Estep 
Score: -18805604.000000 Penalty: 3906.359863
	Iteration 10Q: 3 clusters Score -1.88056e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 163694 members 
Entering Unmasked Estep 
Score: -18805984.000000 Penalty: 3906.359863
	Iteration 11Q: 3 clusters Score -1.880598e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 164377 members 
Entering Unmasked Estep 
Score: -18806218.000000 Penalty: 3906.359863
	Iteration 12Q: 3 clusters Score -1.880622e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 164800 members 
Entering Unmasked Estep 
Score: -18806372.000000 Penalty: 3906.359863
	Iteration 13Q: 3 clusters Score -1.880637e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 165052 members 
Entering Unmasked Estep 
Score: -18806468.000000 Penalty: 3906.359863
	Iteration 14Q: 3 clusters Score -1.880647e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 165205 members 
Entering Unmasked Estep 
Score: -18806460.000000 Penalty: 3906.359863
	Iteration 15Q: 3 clusters Score -1.880646e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 165313 members 
Entering Unmasked Estep 
Score: -18806524.000000 Penalty: 3906.359863
	Iteration 16Q: 3 clusters Score -1.880652e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 165379 members 
Entering Unmasked Estep 
Score: -18806544.000000 Penalty: 3906.359863
	Iteration 17Q: 3 clusters Score -1.880654e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 165427 members 
Entering Unmasked Estep 
Score: -18806556.000000 Penalty: 3906.359863
	Iteration 18Q: 3 clusters Score -1.880656e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 165458 members 
Entering Unmasked Estep 
Score: -18806570.000000 Penalty: 3906.359863
	Iteration 19Q: 3 clusters Score -1.880657e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 165482 members 
Entering Unmasked Estep 
Score: -18806590.000000 Penalty: 3906.359863
	Iteration 20F: 3 clusters Score -1.880659e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 165502 members 
Entering Unmasked Estep 
Score: -18806630.000000 Penalty: 3906.359863
	Iteration 21Q: 3 clusters Score -1.880663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 165519 members 
Entering Unmasked Estep 
Score: -18806636.000000 Penalty: 3906.359863
	Iteration 22Q: 3 clusters Score -1.880664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 165527 members 
Entering Unmasked Estep 
Score: -18806626.000000 Penalty: 3906.359863
	Iteration 23Q: 3 clusters Score -1.880663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 165537 members 
Entering Unmasked Estep 
Score: -18806634.000000 Penalty: 3906.359863
	Iteration 24Q: 3 clusters Score -1.880663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 165547 members 
Entering Unmasked Estep 
Score: -18806618.000000 Penalty: 3906.359863
	Iteration 25Q: 3 clusters Score -1.880662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 165550 members 
Entering Unmasked Estep 
Score: -18806626.000000 Penalty: 3906.359863
	Iteration 26Q: 3 clusters Score -1.880663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 165556 members 
Entering Unmasked Estep 
Score: -18806620.000000 Penalty: 3906.359863
	Iteration 27Q: 3 clusters Score -1.880662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 165563 members 
Entering Unmasked Estep 
Score: -18806638.000000 Penalty: 3906.359863
	Iteration 28Q: 3 clusters Score -1.880664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 165566 members 
Entering Unmasked Estep 
Score: -18806656.000000 Penalty: 3906.359863
	Iteration 29Q: 3 clusters Score -1.880666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 165568 members 
Entering Unmasked Estep 
Score: -18806654.000000 Penalty: 3906.359863
	Iteration 30Q: 3 clusters Score -1.880665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 165571 members 
Entering Unmasked Estep 
Score: -18806658.000000 Penalty: 3906.359863
	Iteration 31Q: 3 clusters Score -1.880666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 165571 members 
Entering Unmasked Estep 
Score: -18806666.000000 Penalty: 3906.359863
	Iteration 32Q: 3 clusters Score -1.880667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 165574 members 
Entering Unmasked Estep 
Score: -18806676.000000 Penalty: 3906.359863
	Iteration 33Q: 3 clusters Score -1.880668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 165578 members 
Entering Unmasked Estep 
Score: -18806672.000000 Penalty: 3906.359863
	Iteration 34Q: 3 clusters Score -1.880667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 165582 members 
Entering Unmasked Estep 
Score: -18806674.000000 Penalty: 3906.359863
	Iteration 35Q: 3 clusters Score -1.880667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 165583 members 
Entering Unmasked Estep 
Score: -18806676.000000 Penalty: 3906.359863
	Iteration 36Q: 3 clusters Score -1.880668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 165585 members 
Entering Unmasked Estep 
Score: -18806686.000000 Penalty: 3906.359863
	Iteration 37Q: 3 clusters Score -1.880669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 165586 members 
Entering Unmasked Estep 
Score: -18806694.000000 Penalty: 3906.359863
	Iteration 38Q: 3 clusters Score -1.880669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 165586 members 
Entering Unmasked Estep 
Score: -18806692.000000 Penalty: 3906.359863
	Iteration 39Q: 3 clusters Score -1.880669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 165586 members 
Entering Unmasked Estep 
Score: -18806692.000000 Penalty: 3906.359863
	Iteration 40F: 3 clusters Score -1.880669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (83633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83633 members 
Entering Unmasked Estep 
Score: -9625431.000000 Penalty: 1841.806396
	Iteration 0F: 2 clusters Score -9625431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -9570410.000000 Penalty: 3683.612793
	Iteration 0F: 3 clusters Score -9570410 nChanged 39853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -9593609.000000 Penalty: 3683.612793
	Iteration 1F: 3 clusters Score -9593609 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -9594746.000000 Penalty: 3683.612793
	Iteration 2Q: 3 clusters Score -9594746 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -9596451.000000 Penalty: 3683.612793
	Iteration 3Q: 3 clusters Score -9596451 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -9599134.000000 Penalty: 3683.612793
	Iteration 4F: 3 clusters Score -9599134 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -9603015.000000 Penalty: 3683.612793
	Iteration 5F: 3 clusters Score -9603015 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -9607934.000000 Penalty: 3683.612793
	Iteration 6F: 3 clusters Score -9607934 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -9612636.000000 Penalty: 3683.612793
	Iteration 7F: 3 clusters Score -9612636 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
Score: -9616341.000000 Penalty: 3683.612793
	Iteration 8F: 3 clusters Score -9616341 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -9619041.000000 Penalty: 3683.612793
	Iteration 9Q: 3 clusters Score -9619041 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -9620820.000000 Penalty: 3683.612793
	Iteration 10Q: 3 clusters Score -9620820 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -9621779.000000 Penalty: 3683.612793
	Iteration 11Q: 3 clusters Score -9621779 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -9622384.000000 Penalty: 3683.612793
	Iteration 12Q: 3 clusters Score -9622384 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 66829 members 
Entering Unmasked Estep 
Score: -9622688.000000 Penalty: 3683.612793
	Iteration 13Q: 3 clusters Score -9622688 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 67860 members 
Entering Unmasked Estep 
Score: -9622974.000000 Penalty: 3683.612793
	Iteration 14Q: 3 clusters Score -9622974 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 68828 members 
Entering Unmasked Estep 
Score: -9623270.000000 Penalty: 3683.612793
	Iteration 15Q: 3 clusters Score -9623270 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -9623479.000000 Penalty: 3683.612793
	Iteration 16Q: 3 clusters Score -9623479 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 70637 members 
Entering Unmasked Estep 
Score: -9623689.000000 Penalty: 3683.612793
	Iteration 17Q: 3 clusters Score -9623689 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -9623886.000000 Penalty: 3683.612793
	Iteration 18Q: 3 clusters Score -9623886 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 72331 members 
Entering Unmasked Estep 
Score: -9624088.000000 Penalty: 3683.612793
	Iteration 19Q: 3 clusters Score -9624088 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 73131 members 
Entering Unmasked Estep 
Score: -9624281.000000 Penalty: 3683.612793
	Iteration 20F: 3 clusters Score -9624281 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -9624445.000000 Penalty: 3683.612793
	Iteration 21Q: 3 clusters Score -9624445 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -9624621.000000 Penalty: 3683.612793
	Iteration 22Q: 3 clusters Score -9624621 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -9624781.000000 Penalty: 3683.612793
	Iteration 23Q: 3 clusters Score -9624781 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -9624862.000000 Penalty: 3683.612793
	Iteration 24Q: 3 clusters Score -9624862 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
Score: -9624995.000000 Penalty: 3683.612793
	Iteration 25Q: 3 clusters Score -9624995 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 77187 members 
Entering Unmasked Estep 
Score: -9625068.000000 Penalty: 3683.612793
	Iteration 26Q: 3 clusters Score -9625068 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 77734 members 
Entering Unmasked Estep 
Score: -9625194.000000 Penalty: 3683.612793
	Iteration 27Q: 3 clusters Score -9625194 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 78216 members 
Entering Unmasked Estep 
Score: -9625239.000000 Penalty: 3683.612793
	Iteration 28Q: 3 clusters Score -9625239 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -9625351.000000 Penalty: 3683.612793
	Iteration 29Q: 3 clusters Score -9625351 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 79001 members 
Entering Unmasked Estep 
Score: -9625391.000000 Penalty: 3683.612793
	Iteration 30Q: 3 clusters Score -9625391 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -9625420.000000 Penalty: 3683.612793
	Iteration 31Q: 3 clusters Score -9625420 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -9625439.000000 Penalty: 3683.612793
	Iteration 32Q: 3 clusters Score -9625439 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -9625512.000000 Penalty: 3683.612793
	Iteration 33Q: 3 clusters Score -9625512 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -9625504.000000 Penalty: 3683.612793
	Iteration 34Q: 3 clusters Score -9625504 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 80191 members 
Entering Unmasked Estep 
Score: -9625517.000000 Penalty: 3683.612793
	Iteration 35Q: 3 clusters Score -9625517 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -9625578.000000 Penalty: 3683.612793
	Iteration 36Q: 3 clusters Score -9625578 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -9625677.000000 Penalty: 3683.612793
	Iteration 37Q: 3 clusters Score -9625677 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -9625796.000000 Penalty: 3683.612793
	Iteration 38Q: 3 clusters Score -9625796 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 80698 members 
Entering Unmasked Estep 
Score: -9625960.000000 Penalty: 3683.612793
	Iteration 39Q: 3 clusters Score -9625960 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -9626116.000000 Penalty: 3683.612793
	Iteration 40F: 3 clusters Score -9626116 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 80868 members 
Entering Unmasked Estep 
Score: -9626227.000000 Penalty: 3683.612793
	Iteration 41Q: 3 clusters Score -9626227 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -9626252.000000 Penalty: 3683.612793
	Iteration 42Q: 3 clusters Score -9626252 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -9626304.000000 Penalty: 3683.612793
	Iteration 43Q: 3 clusters Score -9626304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -9626330.000000 Penalty: 3683.612793
	Iteration 44Q: 3 clusters Score -9626330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -9626316.000000 Penalty: 3683.612793
	Iteration 45Q: 3 clusters Score -9626316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -9626324.000000 Penalty: 3683.612793
	Iteration 46Q: 3 clusters Score -9626324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -9626318.000000 Penalty: 3683.612793
	Iteration 47Q: 3 clusters Score -9626318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
Score: -9626330.000000 Penalty: 3683.612793
	Iteration 48Q: 3 clusters Score -9626330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -9626326.000000 Penalty: 3683.612793
	Iteration 49Q: 3 clusters Score -9626326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -9626335.000000 Penalty: 3683.612793
	Iteration 50Q: 3 clusters Score -9626335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -9626338.000000 Penalty: 3683.612793
	Iteration 51Q: 3 clusters Score -9626338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -9626339.000000 Penalty: 3683.612793
	Iteration 52Q: 3 clusters Score -9626339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -9626333.000000 Penalty: 3683.612793
	Iteration 53Q: 3 clusters Score -9626333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -9626333.000000 Penalty: 3683.612793
	Iteration 54F: 3 clusters Score -9626333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 45497 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 15755 members 
Mstep: Class 5 contains 152430 members 
Mstep: Class 6 contains 16834 members 
Mstep: Class 7 contains 16967 members 
Mstep: Class 8 contains 57523 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 52011 members 
Mstep: Class 12 contains 245 members 
Mstep: Class 13 contains 81019 members 
Mstep: Class 14 contains 137544 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 17 contains 118017 members 
Mstep: Class 18 contains 14143 members 
Mstep: Class 20 contains 5082 members 
Mstep: Class 21 contains 165971 members 
Mstep: Class 23 contains 2614 members 
Entering Unmasked Estep 
Score: -102023336.000000 Penalty: 44596.628906
Splitting cluster 23 changes total score from -102020328.000000 to -102023336.000000
So it's getting split into cluster 13.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 4 contains 15755 members 
Mstep: Class 5 contains 152430 members 
Mstep: Class 6 contains 16834 members 
Mstep: Class 7 contains 16967 members 
Mstep: Class 8 contains 57523 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 52011 members 
Mstep: Class 14 contains 137544 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 17 contains 118017 members 
Mstep: Class 18 contains 14143 members 
Mstep: Class 20 contains 5082 members 
Mstep: Class 21 contains 165971 members 
Mstep: Class 23 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102040120.000000 Penalty: 44596.628906
Iteration 39Q: 21 clusters Score -1.020401e+08 nChanged 26591
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 45165 members 
Mstep: Class 3 contains 2416 members 
Mstep: Class 4 contains 15774 members 
Mstep: Class 5 contains 159894 members 
Mstep: Class 6 contains 16949 members 
Mstep: Class 7 contains 16999 members 
Mstep: Class 8 contains 58232 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 52048 members 
Mstep: Class 12 contains 232 members 
Mstep: Class 13 contains 67972 members 
Mstep: Class 14 contains 139550 members 
Mstep: Class 15 contains 3906 members 
Mstep: Class 17 contains 122649 members 
Mstep: Class 18 contains 13898 members 
Mstep: Class 20 contains 5662 members 
Mstep: Class 21 contains 163211 members 
Mstep: Class 23 contains 3203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102043848.000000 Penalty: 44596.628906
Iteration 40F: 21 clusters Score -1.020438e+08 nChanged 22252
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 46020 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 15810 members 
Mstep: Class 5 contains 159690 members 
Mstep: Class 6 contains 17556 members 
Mstep: Class 7 contains 16963 members 
Mstep: Class 8 contains 58708 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 51981 members 
Mstep: Class 12 contains 264 members 
Mstep: Class 13 contains 63244 members 
Mstep: Class 14 contains 139871 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 17 contains 127026 members 
Mstep: Class 18 contains 13404 members 
Mstep: Class 20 contains 6246 members 
Mstep: Class 21 contains 160201 members 
Mstep: Class 23 contains 3714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102047752.000000 Penalty: 44596.628906
Iteration 41Q: 21 clusters Score -1.020478e+08 nChanged 17852
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 46487 members 
Mstep: Class 3 contains 2932 members 
Mstep: Class 4 contains 15842 members 
Mstep: Class 5 contains 157843 members 
Mstep: Class 6 contains 18064 members 
Mstep: Class 7 contains 17000 members 
Mstep: Class 8 contains 59181 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 51899 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 60447 members 
Mstep: Class 14 contains 139975 members 
Mstep: Class 15 contains 4153 members 
Mstep: Class 17 contains 131140 members 
Mstep: Class 18 contains 13084 members 
Mstep: Class 20 contains 6792 members 
Mstep: Class 21 contains 157974 members 
Mstep: Class 23 contains 4234 members 
Entering Unmasked Estep 
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Iteration 42Q: 21 clusters Score -1.020512e+08 nChanged 15506
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 46744 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 4 contains 15857 members 
Mstep: Class 5 contains 155734 members 
Mstep: Class 6 contains 18469 members 
Mstep: Class 7 contains 17011 members 
Mstep: Class 8 contains 59621 members 
Mstep: Class 9 contains 3034 members 
Mstep: Class 10 contains 838 members 
Mstep: Class 11 contains 51851 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 13 contains 58078 members 
Mstep: Class 14 contains 139876 members 
Mstep: Class 15 contains 4243 members 
Mstep: Class 17 contains 135253 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 156272 members 
Mstep: Class 23 contains 4659 members 
Entering Unmasked Estep 
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Iteration 43Q: 21 clusters Score -1.020533e+08 nChanged 13285
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 46899 members 
Mstep: Class 3 contains 3103 members 
Mstep: Class 4 contains 15875 members 
Mstep: Class 5 contains 153567 members 
Mstep: Class 6 contains 18813 members 
Mstep: Class 7 contains 17001 members 
Mstep: Class 8 contains 60038 members 
Mstep: Class 9 contains 3097 members 
Mstep: Class 10 contains 848 members 
Mstep: Class 11 contains 51810 members 
Mstep: Class 12 contains 341 members 
Mstep: Class 13 contains 56205 members 
Mstep: Class 14 contains 139391 members 
Mstep: Class 15 contains 4324 members 
Mstep: Class 17 contains 139134 members 
Mstep: Class 18 contains 12738 members 
Mstep: Class 20 contains 7882 members 
Mstep: Class 21 contains 155248 members 
Mstep: Class 23 contains 4929 members 
Entering Unmasked Estep 
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Iteration 44Q: 21 clusters Score -1.020561e+08 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 46973 members 
Mstep: Class 3 contains 3155 members 
Mstep: Class 4 contains 15892 members 
Mstep: Class 5 contains 151168 members 
Mstep: Class 6 contains 19105 members 
Mstep: Class 7 contains 17011 members 
Mstep: Class 8 contains 60428 members 
Mstep: Class 9 contains 3151 members 
Mstep: Class 10 contains 851 members 
Mstep: Class 11 contains 51767 members 
Mstep: Class 12 contains 351 members 
Mstep: Class 13 contains 54551 members 
Mstep: Class 14 contains 138807 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 17 contains 143150 members 
Mstep: Class 18 contains 12618 members 
Mstep: Class 20 contains 8341 members 
Mstep: Class 21 contains 154574 members 
Mstep: Class 23 contains 5089 members 
Entering Unmasked Estep 
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Iteration 45Q: 21 clusters Score -1.020583e+08 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 47026 members 
Mstep: Class 3 contains 3194 members 
Mstep: Class 4 contains 15910 members 
Mstep: Class 5 contains 149276 members 
Mstep: Class 6 contains 19346 members 
Mstep: Class 7 contains 16981 members 
Mstep: Class 8 contains 60764 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 856 members 
Mstep: Class 11 contains 51708 members 
Mstep: Class 12 contains 359 members 
Mstep: Class 13 contains 53054 members 
Mstep: Class 14 contains 138077 members 
Mstep: Class 15 contains 4454 members 
Mstep: Class 17 contains 146614 members 
Mstep: Class 18 contains 12530 members 
Mstep: Class 20 contains 8740 members 
Mstep: Class 21 contains 154196 members 
Mstep: Class 23 contains 5184 members 
Entering Unmasked Estep 
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Iteration 46Q: 21 clusters Score -1.020593e+08 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 47060 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 15919 members 
Mstep: Class 5 contains 148131 members 
Mstep: Class 6 contains 19522 members 
Mstep: Class 7 contains 16938 members 
Mstep: Class 8 contains 61056 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 51651 members 
Mstep: Class 12 contains 365 members 
Mstep: Class 13 contains 51775 members 
Mstep: Class 14 contains 137352 members 
Mstep: Class 15 contains 4492 members 
Mstep: Class 17 contains 149153 members 
Mstep: Class 18 contains 12485 members 
Mstep: Class 20 contains 9089 members 
Mstep: Class 21 contains 153989 members 
Mstep: Class 23 contains 5241 members 
Entering Unmasked Estep 
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Iteration 47Q: 21 clusters Score -1.020595e+08 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 47060 members 
Mstep: Class 3 contains 3262 members 
Mstep: Class 4 contains 15894 members 
Mstep: Class 5 contains 147522 members 
Mstep: Class 6 contains 19657 members 
Mstep: Class 7 contains 16894 members 
Mstep: Class 8 contains 61342 members 
Mstep: Class 9 contains 3275 members 
Mstep: Class 10 contains 865 members 
Mstep: Class 11 contains 51627 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 13 contains 50750 members 
Mstep: Class 14 contains 136632 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 17 contains 150865 members 
Mstep: Class 18 contains 12448 members 
Mstep: Class 20 contains 9408 members 
Mstep: Class 21 contains 153902 members 
Mstep: Class 23 contains 5304 members 
Entering Unmasked Estep 
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Iteration 48Q: 21 clusters Score -1.020581e+08 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 47051 members 
Mstep: Class 3 contains 3279 members 
Mstep: Class 4 contains 15850 members 
Mstep: Class 5 contains 147432 members 
Mstep: Class 6 contains 19772 members 
Mstep: Class 7 contains 16860 members 
Mstep: Class 8 contains 61658 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 869 members 
Mstep: Class 11 contains 51611 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 49941 members 
Mstep: Class 14 contains 135925 members 
Mstep: Class 15 contains 4507 members 
Mstep: Class 17 contains 151827 members 
Mstep: Class 18 contains 12438 members 
Mstep: Class 20 contains 9738 members 
Mstep: Class 21 contains 153906 members 
Mstep: Class 23 contains 5352 members 
Entering Unmasked Estep 
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Iteration 49Q: 21 clusters Score -1.020577e+08 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 47031 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 15809 members 
Mstep: Class 5 contains 147934 members 
Mstep: Class 6 contains 19865 members 
Mstep: Class 7 contains 16839 members 
Mstep: Class 8 contains 62036 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 877 members 
Mstep: Class 11 contains 51579 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 49382 members 
Mstep: Class 14 contains 135248 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 17 contains 151935 members 
Mstep: Class 18 contains 12434 members 
Mstep: Class 20 contains 10041 members 
Mstep: Class 21 contains 153907 members 
Mstep: Class 23 contains 5383 members 
Entering Unmasked Estep 
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Iteration 50Q: 21 clusters Score -1.020571e+08 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 46981 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 15785 members 
Mstep: Class 5 contains 149027 members 
Mstep: Class 6 contains 19954 members 
Mstep: Class 7 contains 16805 members 
Mstep: Class 8 contains 62379 members 
Mstep: Class 9 contains 3371 members 
Mstep: Class 10 contains 877 members 
Mstep: Class 11 contains 51554 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 49049 members 
Mstep: Class 14 contains 134631 members 
Mstep: Class 15 contains 4519 members 
Mstep: Class 17 contains 151237 members 
Mstep: Class 18 contains 12417 members 
Mstep: Class 20 contains 10357 members 
Mstep: Class 21 contains 153884 members 
Mstep: Class 23 contains 5409 members 
Entering Unmasked Estep 
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Iteration 51Q: 21 clusters Score -1.02057e+08 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 46930 members 
Mstep: Class 3 contains 3314 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 150512 members 
Mstep: Class 6 contains 20024 members 
Mstep: Class 7 contains 16743 members 
Mstep: Class 8 contains 62766 members 
Mstep: Class 9 contains 3402 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 51535 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 49100 members 
Mstep: Class 14 contains 134050 members 
Mstep: Class 15 contains 4523 members 
Mstep: Class 17 contains 149775 members 
Mstep: Class 18 contains 12404 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 153898 members 
Mstep: Class 23 contains 5426 members 
Entering Unmasked Estep 
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Iteration 52Q: 21 clusters Score -1.020574e+08 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 46870 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 15740 members 
Mstep: Class 5 contains 152307 members 
Mstep: Class 6 contains 20102 members 
Mstep: Class 7 contains 16689 members 
Mstep: Class 8 contains 63185 members 
Mstep: Class 9 contains 3422 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 51527 members 
Mstep: Class 12 contains 396 members 
Mstep: Class 13 contains 49467 members 
Mstep: Class 14 contains 133465 members 
Mstep: Class 15 contains 4528 members 
Mstep: Class 17 contains 147650 members 
Mstep: Class 18 contains 12406 members 
Mstep: Class 20 contains 10934 members 
Mstep: Class 21 contains 153940 members 
Mstep: Class 23 contains 5443 members 
Entering Unmasked Estep 
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Iteration 53Q: 21 clusters Score -1.020577e+08 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 46788 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 15724 members 
Mstep: Class 5 contains 154320 members 
Mstep: Class 6 contains 20174 members 
Mstep: Class 7 contains 16641 members 
Mstep: Class 8 contains 63546 members 
Mstep: Class 9 contains 3438 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 51533 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 50261 members 
Mstep: Class 14 contains 132942 members 
Mstep: Class 15 contains 4539 members 
Mstep: Class 17 contains 144887 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 20 contains 11214 members 
Mstep: Class 21 contains 153985 members 
Mstep: Class 23 contains 5464 members 
Entering Unmasked Estep 
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Iteration 54Q: 21 clusters Score -1.02058e+08 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 46708 members 
Mstep: Class 3 contains 3346 members 
Mstep: Class 4 contains 15705 members 
Mstep: Class 5 contains 156161 members 
Mstep: Class 6 contains 20224 members 
Mstep: Class 7 contains 16624 members 
Mstep: Class 8 contains 63908 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 880 members 
Mstep: Class 11 contains 51535 members 
Mstep: Class 12 contains 396 members 
Mstep: Class 13 contains 51445 members 
Mstep: Class 14 contains 132431 members 
Mstep: Class 15 contains 4552 members 
Mstep: Class 17 contains 141874 members 
Mstep: Class 18 contains 12414 members 
Mstep: Class 20 contains 11470 members 
Mstep: Class 21 contains 154058 members 
Mstep: Class 23 contains 5492 members 
Entering Unmasked Estep 
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Iteration 55Q: 21 clusters Score -1.020569e+08 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 46629 members 
Mstep: Class 3 contains 3356 members 
Mstep: Class 4 contains 15679 members 
Mstep: Class 5 contains 157998 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 16604 members 
Mstep: Class 8 contains 64292 members 
Mstep: Class 9 contains 3465 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 51535 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 52939 members 
Mstep: Class 14 contains 131958 members 
Mstep: Class 15 contains 4553 members 
Mstep: Class 17 contains 138528 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 20 contains 11691 members 
Mstep: Class 21 contains 154148 members 
Mstep: Class 23 contains 5525 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -1.02056e+08 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 46546 members 
Mstep: Class 3 contains 3361 members 
Mstep: Class 4 contains 15656 members 
Mstep: Class 5 contains 159501 members 
Mstep: Class 6 contains 20376 members 
Mstep: Class 7 contains 16609 members 
Mstep: Class 8 contains 64708 members 
Mstep: Class 9 contains 3470 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 51511 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 54806 members 
Mstep: Class 14 contains 131519 members 
Mstep: Class 15 contains 4562 members 
Mstep: Class 17 contains 135083 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 20 contains 11900 members 
Mstep: Class 21 contains 154203 members 
Mstep: Class 23 contains 5565 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -1.020545e+08 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 46480 members 
Mstep: Class 3 contains 3366 members 
Mstep: Class 4 contains 15628 members 
Mstep: Class 5 contains 161240 members 
Mstep: Class 6 contains 20445 members 
Mstep: Class 7 contains 16632 members 
Mstep: Class 8 contains 65194 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 51497 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 57055 members 
Mstep: Class 14 contains 131090 members 
Mstep: Class 15 contains 4565 members 
Mstep: Class 17 contains 130928 members 
Mstep: Class 18 contains 12403 members 
Mstep: Class 20 contains 12118 members 
Mstep: Class 21 contains 154215 members 
Mstep: Class 23 contains 5613 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -1.020525e+08 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 46406 members 
Mstep: Class 3 contains 3375 members 
Mstep: Class 4 contains 15593 members 
Mstep: Class 5 contains 162633 members 
Mstep: Class 6 contains 20518 members 
Mstep: Class 7 contains 16678 members 
Mstep: Class 8 contains 65664 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 51491 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 59751 members 
Mstep: Class 14 contains 130676 members 
Mstep: Class 15 contains 4562 members 
Mstep: Class 17 contains 126661 members 
Mstep: Class 18 contains 12406 members 
Mstep: Class 20 contains 12303 members 
Mstep: Class 21 contains 154274 members 
Mstep: Class 23 contains 5657 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -1.020509e+08 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 46338 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 15559 members 
Mstep: Class 5 contains 163707 members 
Mstep: Class 6 contains 20588 members 
Mstep: Class 7 contains 16721 members 
Mstep: Class 8 contains 66102 members 
Mstep: Class 9 contains 3490 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 51457 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 62629 members 
Mstep: Class 14 contains 130347 members 
Mstep: Class 15 contains 4573 members 
Mstep: Class 17 contains 122563 members 
Mstep: Class 18 contains 12394 members 
Mstep: Class 20 contains 12492 members 
Mstep: Class 21 contains 154282 members 
Mstep: Class 23 contains 5695 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -1.020496e+08 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 46259 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 15522 members 
Mstep: Class 5 contains 164094 members 
Mstep: Class 6 contains 20657 members 
Mstep: Class 7 contains 16760 members 
Mstep: Class 8 contains 66543 members 
Mstep: Class 9 contains 3498 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 51432 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 130007 members 
Mstep: Class 15 contains 4589 members 
Mstep: Class 17 contains 118982 members 
Mstep: Class 18 contains 12404 members 
Mstep: Class 20 contains 12653 members 
Mstep: Class 21 contains 154286 members 
Mstep: Class 23 contains 5727 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -1.020492e+08 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 46198 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 15492 members 
Mstep: Class 5 contains 164244 members 
Mstep: Class 6 contains 20718 members 
Mstep: Class 7 contains 16818 members 
Mstep: Class 8 contains 66953 members 
Mstep: Class 9 contains 3503 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 51406 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 68702 members 
Mstep: Class 14 contains 129689 members 
Mstep: Class 15 contains 4599 members 
Mstep: Class 17 contains 115648 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 154266 members 
Mstep: Class 23 contains 5756 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -1.020495e+08 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 46120 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 15466 members 
Mstep: Class 5 contains 164063 members 
Mstep: Class 6 contains 20782 members 
Mstep: Class 7 contains 16882 members 
Mstep: Class 8 contains 67358 members 
Mstep: Class 9 contains 3510 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 51386 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 71651 members 
Mstep: Class 14 contains 129372 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 17 contains 112757 members 
Mstep: Class 18 contains 12419 members 
Mstep: Class 20 contains 12987 members 
Mstep: Class 21 contains 154244 members 
Mstep: Class 23 contains 5783 members 
Entering Unmasked Estep 
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Iteration 63Q: 21 clusters Score -1.020498e+08 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 46044 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 15442 members 
Mstep: Class 5 contains 163770 members 
Mstep: Class 6 contains 20846 members 
Mstep: Class 7 contains 16919 members 
Mstep: Class 8 contains 67732 members 
Mstep: Class 9 contains 3516 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 51367 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 74293 members 
Mstep: Class 14 contains 129120 members 
Mstep: Class 15 contains 4603 members 
Mstep: Class 17 contains 110315 members 
Mstep: Class 18 contains 12417 members 
Mstep: Class 20 contains 13157 members 
Mstep: Class 21 contains 154206 members 
Mstep: Class 23 contains 5808 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -1.020495e+08 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 45976 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 15419 members 
Mstep: Class 5 contains 163488 members 
Mstep: Class 6 contains 20894 members 
Mstep: Class 7 contains 16935 members 
Mstep: Class 8 contains 68080 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 51367 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 76627 members 
Mstep: Class 14 contains 128836 members 
Mstep: Class 15 contains 4601 members 
Mstep: Class 17 contains 108213 members 
Mstep: Class 18 contains 12426 members 
Mstep: Class 20 contains 13325 members 
Mstep: Class 21 contains 154190 members 
Mstep: Class 23 contains 5818 members 
Entering Unmasked Estep 
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Iteration 65Q: 21 clusters Score -1.020493e+08 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 45911 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 15376 members 
Mstep: Class 5 contains 163446 members 
Mstep: Class 6 contains 20955 members 
Mstep: Class 7 contains 16955 members 
Mstep: Class 8 contains 68373 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 51341 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 78540 members 
Mstep: Class 14 contains 128601 members 
Mstep: Class 15 contains 4604 members 
Mstep: Class 17 contains 106306 members 
Mstep: Class 18 contains 12447 members 
Mstep: Class 20 contains 13493 members 
Mstep: Class 21 contains 154160 members 
Mstep: Class 23 contains 5824 members 
Entering Unmasked Estep 
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Iteration 66Q: 21 clusters Score -1.02049e+08 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 45842 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 15328 members 
Mstep: Class 5 contains 163456 members 
Mstep: Class 6 contains 21002 members 
Mstep: Class 7 contains 16961 members 
Mstep: Class 8 contains 68645 members 
Mstep: Class 9 contains 3533 members 
Mstep: Class 10 contains 899 members 
Mstep: Class 11 contains 51330 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 80276 members 
Mstep: Class 14 contains 128355 members 
Mstep: Class 15 contains 4603 members 
Mstep: Class 17 contains 104562 members 
Mstep: Class 18 contains 12456 members 
Mstep: Class 20 contains 13636 members 
Mstep: Class 21 contains 154165 members 
Mstep: Class 23 contains 5835 members 
Entering Unmasked Estep 
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Iteration 67Q: 21 clusters Score -1.020488e+08 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 45789 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 15261 members 
Mstep: Class 5 contains 163333 members 
Mstep: Class 6 contains 21035 members 
Mstep: Class 7 contains 16958 members 
Mstep: Class 8 contains 68958 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 901 members 
Mstep: Class 11 contains 51321 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 81951 members 
Mstep: Class 14 contains 128139 members 
Mstep: Class 15 contains 4608 members 
Mstep: Class 17 contains 103005 members 
Mstep: Class 18 contains 12461 members 
Mstep: Class 20 contains 13775 members 
Mstep: Class 21 contains 154141 members 
Mstep: Class 23 contains 5838 members 
Entering Unmasked Estep 
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Iteration 68Q: 21 clusters Score -1.020486e+08 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 45728 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 15200 members 
Mstep: Class 5 contains 163115 members 
Mstep: Class 6 contains 21060 members 
Mstep: Class 7 contains 16951 members 
Mstep: Class 8 contains 69221 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 903 members 
Mstep: Class 11 contains 51318 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 83616 members 
Mstep: Class 14 contains 127983 members 
Mstep: Class 15 contains 4607 members 
Mstep: Class 17 contains 101579 members 
Mstep: Class 18 contains 12488 members 
Mstep: Class 20 contains 13940 members 
Mstep: Class 21 contains 154074 members 
Mstep: Class 23 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102048856.000000 Penalty: 44596.628906
Iteration 69Q: 21 clusters Score -1.020489e+08 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 45666 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 15135 members 
Mstep: Class 5 contains 162889 members 
Mstep: Class 6 contains 21078 members 
Mstep: Class 7 contains 16935 members 
Mstep: Class 8 contains 69465 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 51317 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 85124 members 
Mstep: Class 14 contains 127805 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 17 contains 100332 members 
Mstep: Class 18 contains 12505 members 
Mstep: Class 20 contains 14125 members 
Mstep: Class 21 contains 154023 members 
Mstep: Class 23 contains 5845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102048832.000000 Penalty: 44596.628906
Iteration 70Q: 21 clusters Score -1.020488e+08 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 45622 members 
Mstep: Class 3 contains 3419 members 
Mstep: Class 4 contains 15074 members 
Mstep: Class 5 contains 162542 members 
Mstep: Class 6 contains 21098 members 
Mstep: Class 7 contains 16934 members 
Mstep: Class 8 contains 69722 members 
Mstep: Class 9 contains 3553 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 51323 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 86465 members 
Mstep: Class 14 contains 127636 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 17 contains 99353 members 
Mstep: Class 18 contains 12527 members 
Mstep: Class 20 contains 14314 members 
Mstep: Class 21 contains 153964 members 
Mstep: Class 23 contains 5843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102049008.000000 Penalty: 44596.628906
Iteration 71Q: 21 clusters Score -1.02049e+08 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 45581 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 15018 members 
Mstep: Class 5 contains 162152 members 
Mstep: Class 6 contains 21127 members 
Mstep: Class 7 contains 16952 members 
Mstep: Class 8 contains 70001 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 51329 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 87594 members 
Mstep: Class 14 contains 127441 members 
Mstep: Class 15 contains 4606 members 
Mstep: Class 17 contains 98604 members 
Mstep: Class 18 contains 12538 members 
Mstep: Class 20 contains 14482 members 
Mstep: Class 21 contains 153951 members 
Mstep: Class 23 contains 5845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102049560.000000 Penalty: 44596.628906
Iteration 72Q: 21 clusters Score -1.020496e+08 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 45536 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 14940 members 
Mstep: Class 5 contains 161736 members 
Mstep: Class 6 contains 21151 members 
Mstep: Class 7 contains 16951 members 
Mstep: Class 8 contains 70304 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 51323 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 88645 members 
Mstep: Class 14 contains 127285 members 
Mstep: Class 15 contains 4601 members 
Mstep: Class 17 contains 97986 members 
Mstep: Class 18 contains 12549 members 
Mstep: Class 20 contains 14652 members 
Mstep: Class 21 contains 153906 members 
Mstep: Class 23 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102050008.000000 Penalty: 44596.628906
Iteration 73Q: 21 clusters Score -1.0205e+08 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 45483 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 4 contains 14854 members 
Mstep: Class 5 contains 161357 members 
Mstep: Class 6 contains 21182 members 
Mstep: Class 7 contains 16954 members 
Mstep: Class 8 contains 70613 members 
Mstep: Class 9 contains 3558 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 51306 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 89557 members 
Mstep: Class 14 contains 127137 members 
Mstep: Class 15 contains 4596 members 
Mstep: Class 17 contains 97495 members 
Mstep: Class 18 contains 12558 members 
Mstep: Class 20 contains 14811 members 
Mstep: Class 21 contains 153892 members 
Mstep: Class 23 contains 5829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102050736.000000 Penalty: 44596.628906
Iteration 74Q: 21 clusters Score -1.020507e+08 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 45391 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 4 contains 14789 members 
Mstep: Class 5 contains 161018 members 
Mstep: Class 6 contains 21212 members 
Mstep: Class 7 contains 16951 members 
Mstep: Class 8 contains 70899 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 51300 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 90355 members 
Mstep: Class 14 contains 127006 members 
Mstep: Class 15 contains 4594 members 
Mstep: Class 17 contains 97084 members 
Mstep: Class 18 contains 12572 members 
Mstep: Class 20 contains 14955 members 
Mstep: Class 21 contains 153868 members 
Mstep: Class 23 contains 5825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102051320.000000 Penalty: 44596.628906
Iteration 75Q: 21 clusters Score -1.020513e+08 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 45312 members 
Mstep: Class 3 contains 3447 members 
Mstep: Class 4 contains 14715 members 
Mstep: Class 5 contains 160753 members 
Mstep: Class 6 contains 21263 members 
Mstep: Class 7 contains 16955 members 
Mstep: Class 8 contains 71202 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 51282 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 90947 members 
Mstep: Class 14 contains 126886 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 17 contains 96778 members 
Mstep: Class 18 contains 12593 members 
Mstep: Class 20 contains 15086 members 
Mstep: Class 21 contains 153822 members 
Mstep: Class 23 contains 5827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102051736.000000 Penalty: 44596.628906
Iteration 76Q: 21 clusters Score -1.020517e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 45245 members 
Mstep: Class 3 contains 3450 members 
Mstep: Class 4 contains 14637 members 
Mstep: Class 5 contains 160556 members 
Mstep: Class 6 contains 21304 members 
Mstep: Class 7 contains 16946 members 
Mstep: Class 8 contains 71482 members 
Mstep: Class 9 contains 3570 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 51269 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 91441 members 
Mstep: Class 14 contains 126757 members 
Mstep: Class 15 contains 4596 members 
Mstep: Class 17 contains 96528 members 
Mstep: Class 18 contains 12606 members 
Mstep: Class 20 contains 15241 members 
Mstep: Class 21 contains 153788 members 
Mstep: Class 23 contains 5825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102052296.000000 Penalty: 44596.628906
Iteration 77Q: 21 clusters Score -1.020523e+08 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 45181 members 
Mstep: Class 3 contains 3450 members 
Mstep: Class 4 contains 14573 members 
Mstep: Class 5 contains 160412 members 
Mstep: Class 6 contains 21336 members 
Mstep: Class 7 contains 16944 members 
Mstep: Class 8 contains 71757 members 
Mstep: Class 9 contains 3575 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 51243 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 91861 members 
Mstep: Class 14 contains 126605 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 17 contains 96286 members 
Mstep: Class 18 contains 12615 members 
Mstep: Class 20 contains 15369 members 
Mstep: Class 21 contains 153825 members 
Mstep: Class 23 contains 5826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102052616.000000 Penalty: 44596.628906
Iteration 78Q: 21 clusters Score -1.020526e+08 nChanged 2720
Entering ConstructFrom: 
Score: -102052616.000000 Penalty: 44596.628906
Entering ConstructFrom: 
Trying to split cluster 1 (13687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Entering Unmasked Estep 
Score: -1608359.125000 Penalty: 1547.682739
	Iteration 0F: 2 clusters Score -1608359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1598743.500000 Penalty: 3095.365479
	Iteration 0F: 3 clusters Score -1598744 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1602081.125000 Penalty: 3095.365479
	Iteration 1F: 3 clusters Score -1602081 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1602416.125000 Penalty: 3095.365479
	Iteration 2F: 3 clusters Score -1602416 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1602778.625000 Penalty: 3095.365479
	Iteration 3F: 3 clusters Score -1602779 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1603133.375000 Penalty: 3095.365479
	Iteration 4F: 3 clusters Score -1603133 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1603577.250000 Penalty: 3095.365479
	Iteration 5F: 3 clusters Score -1603577 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1604142.625000 Penalty: 3095.365479
	Iteration 6F: 3 clusters Score -1604143 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1604839.500000 Penalty: 3095.365479
	Iteration 7F: 3 clusters Score -1604840 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1605523.750000 Penalty: 3095.365479
	Iteration 8F: 3 clusters Score -1605524 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1606079.375000 Penalty: 3095.365479
	Iteration 9Q: 3 clusters Score -1606079 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1606423.000000 Penalty: 3095.365479
	Iteration 10Q: 3 clusters Score -1606423 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1606654.000000 Penalty: 3095.365479
	Iteration 11Q: 3 clusters Score -1606654 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1606787.750000 Penalty: 3095.365479
	Iteration 12Q: 3 clusters Score -1606788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1606846.625000 Penalty: 3095.365479
	Iteration 13Q: 3 clusters Score -1606847 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1606901.375000 Penalty: 3095.365479
	Iteration 14Q: 3 clusters Score -1606901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1606949.500000 Penalty: 3095.365479
	Iteration 15Q: 3 clusters Score -1606950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1606974.000000 Penalty: 3095.365479
	Iteration 16Q: 3 clusters Score -1606974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1606990.250000 Penalty: 3095.365479
	Iteration 17Q: 3 clusters Score -1606990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1606999.250000 Penalty: 3095.365479
	Iteration 18Q: 3 clusters Score -1606999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1607009.000000 Penalty: 3095.365479
	Iteration 19Q: 3 clusters Score -1607009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1607016.000000 Penalty: 3095.365479
	Iteration 20F: 3 clusters Score -1607016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1607025.750000 Penalty: 3095.365479
	Iteration 21Q: 3 clusters Score -1607026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1607028.875000 Penalty: 3095.365479
	Iteration 22Q: 3 clusters Score -1607029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1607030.750000 Penalty: 3095.365479
	Iteration 23Q: 3 clusters Score -1607031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1607029.625000 Penalty: 3095.365479
	Iteration 24Q: 3 clusters Score -1607030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1607032.625000 Penalty: 3095.365479
	Iteration 25Q: 3 clusters Score -1607033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1607033.250000 Penalty: 3095.365479
	Iteration 26Q: 3 clusters Score -1607033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1607036.125000 Penalty: 3095.365479
	Iteration 27Q: 3 clusters Score -1607036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1607038.125000 Penalty: 3095.365479
	Iteration 28Q: 3 clusters Score -1607038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1607038.875000 Penalty: 3095.365479
	Iteration 29Q: 3 clusters Score -1607039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1607040.250000 Penalty: 3095.365479
	Iteration 30Q: 3 clusters Score -1607040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1607040.250000 Penalty: 3095.365479
	Iteration 31F: 3 clusters Score -1607040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Entering Unmasked Estep 
Score: -4994331.000000 Penalty: 1741.478882
	Iteration 0F: 2 clusters Score -4994331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -4964086.000000 Penalty: 3482.957764
	Iteration 0F: 3 clusters Score -4964086 nChanged 20962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -4976001.500000 Penalty: 3482.957764
	Iteration 1F: 3 clusters Score -4976002 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -4976487.000000 Penalty: 3482.957764
	Iteration 2Q: 3 clusters Score -4976487 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -4977010.000000 Penalty: 3482.957764
	Iteration 3Q: 3 clusters Score -4977010 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -4977579.500000 Penalty: 3482.957764
	Iteration 4Q: 3 clusters Score -4977580 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -4978269.000000 Penalty: 3482.957764
	Iteration 5Q: 3 clusters Score -4978269 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -4979306.000000 Penalty: 3482.957764
	Iteration 6Q: 3 clusters Score -4979306 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -4980578.000000 Penalty: 3482.957764
	Iteration 7Q: 3 clusters Score -4980578 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -4982319.000000 Penalty: 3482.957764
	Iteration 8F: 3 clusters Score -4982319 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -4984386.500000 Penalty: 3482.957764
	Iteration 9F: 3 clusters Score -4984386 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4986194.000000 Penalty: 3482.957764
	Iteration 10F: 3 clusters Score -4986194 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -4987450.500000 Penalty: 3482.957764
	Iteration 11Q: 3 clusters Score -4987450 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -4988312.000000 Penalty: 3482.957764
	Iteration 12Q: 3 clusters Score -4988312 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4989026.000000 Penalty: 3482.957764
	Iteration 13Q: 3 clusters Score -4989026 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -4989680.500000 Penalty: 3482.957764
	Iteration 14Q: 3 clusters Score -4989680 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -4990249.500000 Penalty: 3482.957764
	Iteration 15Q: 3 clusters Score -4990250 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -4990785.500000 Penalty: 3482.957764
	Iteration 16Q: 3 clusters Score -4990786 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -4991178.000000 Penalty: 3482.957764
	Iteration 17Q: 3 clusters Score -4991178 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -4991482.000000 Penalty: 3482.957764
	Iteration 18Q: 3 clusters Score -4991482 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -4991724.000000 Penalty: 3482.957764
	Iteration 19Q: 3 clusters Score -4991724 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -4991945.500000 Penalty: 3482.957764
	Iteration 20F: 3 clusters Score -4991946 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -4992100.000000 Penalty: 3482.957764
	Iteration 21Q: 3 clusters Score -4992100 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -4992241.500000 Penalty: 3482.957764
	Iteration 22Q: 3 clusters Score -4992242 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -4992345.500000 Penalty: 3482.957764
	Iteration 23Q: 3 clusters Score -4992346 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -4992444.000000 Penalty: 3482.957764
	Iteration 24Q: 3 clusters Score -4992444 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -4992504.000000 Penalty: 3482.957764
	Iteration 25Q: 3 clusters Score -4992504 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -4992584.500000 Penalty: 3482.957764
	Iteration 26Q: 3 clusters Score -4992584 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -4992631.500000 Penalty: 3482.957764
	Iteration 27Q: 3 clusters Score -4992632 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -4992679.000000 Penalty: 3482.957764
	Iteration 28Q: 3 clusters Score -4992679 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -4992727.000000 Penalty: 3482.957764
	Iteration 29Q: 3 clusters Score -4992727 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -4992774.500000 Penalty: 3482.957764
	Iteration 30Q: 3 clusters Score -4992774 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -4992812.500000 Penalty: 3482.957764
	Iteration 31Q: 3 clusters Score -4992812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -4992851.000000 Penalty: 3482.957764
	Iteration 32Q: 3 clusters Score -4992851 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -4992878.000000 Penalty: 3482.957764
	Iteration 33Q: 3 clusters Score -4992878 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -4992922.500000 Penalty: 3482.957764
	Iteration 34Q: 3 clusters Score -4992922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -4992961.500000 Penalty: 3482.957764
	Iteration 35Q: 3 clusters Score -4992962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -4992982.000000 Penalty: 3482.957764
	Iteration 36Q: 3 clusters Score -4992982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -4993013.500000 Penalty: 3482.957764
	Iteration 37Q: 3 clusters Score -4993014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -4993022.500000 Penalty: 3482.957764
	Iteration 38Q: 3 clusters Score -4993022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -4993035.500000 Penalty: 3482.957764
	Iteration 39Q: 3 clusters Score -4993036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -4993044.500000 Penalty: 3482.957764
	Iteration 40F: 3 clusters Score -4993044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -4993052.000000 Penalty: 3482.957764
	Iteration 41Q: 3 clusters Score -4993052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -4993060.500000 Penalty: 3482.957764
	Iteration 42Q: 3 clusters Score -4993060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -4993071.500000 Penalty: 3482.957764
	Iteration 43Q: 3 clusters Score -4993072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -4993072.500000 Penalty: 3482.957764
	Iteration 44Q: 3 clusters Score -4993072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -4993082.000000 Penalty: 3482.957764
	Iteration 45Q: 3 clusters Score -4993082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -4993088.500000 Penalty: 3482.957764
	Iteration 46Q: 3 clusters Score -4993088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -4993092.000000 Penalty: 3482.957764
	Iteration 47Q: 3 clusters Score -4993092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -4993096.000000 Penalty: 3482.957764
	Iteration 48Q: 3 clusters Score -4993096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -4993101.000000 Penalty: 3482.957764
	Iteration 49Q: 3 clusters Score -4993101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -4993113.500000 Penalty: 3482.957764
	Iteration 50Q: 3 clusters Score -4993114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -4993114.000000 Penalty: 3482.957764
	Iteration 51Q: 3 clusters Score -4993114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -4993116.500000 Penalty: 3482.957764
	Iteration 52Q: 3 clusters Score -4993116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -4993122.000000 Penalty: 3482.957764
	Iteration 53Q: 3 clusters Score -4993122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -4993129.000000 Penalty: 3482.957764
	Iteration 54Q: 3 clusters Score -4993129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -4993142.500000 Penalty: 3482.957764
	Iteration 55Q: 3 clusters Score -4993142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -4993161.000000 Penalty: 3482.957764
	Iteration 56Q: 3 clusters Score -4993161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -4993167.000000 Penalty: 3482.957764
	Iteration 57Q: 3 clusters Score -4993167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -4993168.500000 Penalty: 3482.957764
	Iteration 58Q: 3 clusters Score -4993168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -4993172.500000 Penalty: 3482.957764
	Iteration 59Q: 3 clusters Score -4993172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -4993180.000000 Penalty: 3482.957764
	Iteration 60F: 3 clusters Score -4993180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -4993188.500000 Penalty: 3482.957764
	Iteration 61Q: 3 clusters Score -4993188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -4993203.000000 Penalty: 3482.957764
	Iteration 62Q: 3 clusters Score -4993203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -4993208.500000 Penalty: 3482.957764
	Iteration 63Q: 3 clusters Score -4993208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -4993215.500000 Penalty: 3482.957764
	Iteration 64Q: 3 clusters Score -4993216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -4993209.500000 Penalty: 3482.957764
	Iteration 65Q: 3 clusters Score -4993210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -4993216.000000 Penalty: 3482.957764
	Iteration 66Q: 3 clusters Score -4993216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -4993221.000000 Penalty: 3482.957764
	Iteration 67Q: 3 clusters Score -4993221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -4993227.000000 Penalty: 3482.957764
	Iteration 68Q: 3 clusters Score -4993227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -4993231.500000 Penalty: 3482.957764
	Iteration 69Q: 3 clusters Score -4993232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -4993233.500000 Penalty: 3482.957764
	Iteration 70Q: 3 clusters Score -4993234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -4993233.500000 Penalty: 3482.957764
	Iteration 71Q: 3 clusters Score -4993234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -4993233.000000 Penalty: 3482.957764
	Iteration 72Q: 3 clusters Score -4993233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -4993233.500000 Penalty: 3482.957764
	Iteration 73Q: 3 clusters Score -4993234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -4993235.000000 Penalty: 3482.957764
	Iteration 74Q: 3 clusters Score -4993235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -4993234.000000 Penalty: 3482.957764
	Iteration 75Q: 3 clusters Score -4993234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -4993242.000000 Penalty: 3482.957764
	Iteration 76Q: 3 clusters Score -4993242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -4993240.500000 Penalty: 3482.957764
	Iteration 77Q: 3 clusters Score -4993240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -4993237.500000 Penalty: 3482.957764
	Iteration 78Q: 3 clusters Score -4993238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -4993244.000000 Penalty: 3482.957764
	Iteration 79Q: 3 clusters Score -4993244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -4993241.500000 Penalty: 3482.957764
	Iteration 80F: 3 clusters Score -4993242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -4993247.500000 Penalty: 3482.957764
	Iteration 81Q: 3 clusters Score -4993248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -4993252.500000 Penalty: 3482.957764
	Iteration 82Q: 3 clusters Score -4993252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -4993252.000000 Penalty: 3482.957764
	Iteration 83Q: 3 clusters Score -4993252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -4993255.500000 Penalty: 3482.957764
	Iteration 84Q: 3 clusters Score -4993256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -4993251.500000 Penalty: 3482.957764
	Iteration 85Q: 3 clusters Score -4993252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -4993253.000000 Penalty: 3482.957764
	Iteration 86Q: 3 clusters Score -4993253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -4993251.000000 Penalty: 3482.957764
	Iteration 87Q: 3 clusters Score -4993251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -4993253.500000 Penalty: 3482.957764
	Iteration 88Q: 3 clusters Score -4993254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -4993254.000000 Penalty: 3482.957764
	Iteration 89Q: 3 clusters Score -4993254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -4993254.000000 Penalty: 3482.957764
	Iteration 90F: 3 clusters Score -4993254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Entering Unmasked Estep 
Score: -372133.406250 Penalty: 1324.028442
	Iteration 0F: 2 clusters Score -372133.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -369152.406250 Penalty: 2648.056885
	Iteration 0F: 3 clusters Score -369152.4 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -370082.656250 Penalty: 2648.056885
	Iteration 1F: 3 clusters Score -370082.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -370514.093750 Penalty: 2648.056885
	Iteration 2F: 3 clusters Score -370514.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -371053.281250 Penalty: 2648.056885
	Iteration 3F: 3 clusters Score -371053.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -371531.906250 Penalty: 2648.056885
	Iteration 4F: 3 clusters Score -371531.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -371927.562500 Penalty: 2648.056885
	Iteration 5F: 3 clusters Score -371927.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -372106.687500 Penalty: 2648.056885
	Iteration 6F: 3 clusters Score -372106.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -372166.562500 Penalty: 2648.056885
	Iteration 7Q: 3 clusters Score -372166.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -372199.343750 Penalty: 2648.056885
	Iteration 8Q: 3 clusters Score -372199.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -372208.937500 Penalty: 2648.056885
	Iteration 9Q: 3 clusters Score -372208.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -372213.093750 Penalty: 2648.056885
	Iteration 10Q: 3 clusters Score -372213.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -372218.656250 Penalty: 2648.056885
	Iteration 11Q: 3 clusters Score -372218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -372221.812500 Penalty: 2648.056885
	Iteration 12Q: 3 clusters Score -372221.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -372222.750000 Penalty: 2648.056885
	Iteration 13Q: 3 clusters Score -372222.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -372225.187500 Penalty: 2648.056885
	Iteration 14Q: 3 clusters Score -372225.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -372227.281250 Penalty: 2648.056885
	Iteration 15Q: 3 clusters Score -372227.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -372227.843750 Penalty: 2648.056885
	Iteration 16Q: 3 clusters Score -372227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -372228.250000 Penalty: 2648.056885
	Iteration 17Q: 3 clusters Score -372228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -372229.750000 Penalty: 2648.056885
	Iteration 18Q: 3 clusters Score -372229.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -372229.750000 Penalty: 2648.056885
	Iteration 19F: 3 clusters Score -372229.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 45107 members 
Mstep: Class 3 contains 1601 members 
Mstep: Class 4 contains 14503 members 
Mstep: Class 5 contains 160251 members 
Mstep: Class 6 contains 21368 members 
Mstep: Class 7 contains 16940 members 
Mstep: Class 8 contains 72054 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 51210 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 92223 members 
Mstep: Class 14 contains 126491 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 16 contains 1855 members 
Mstep: Class 17 contains 96128 members 
Mstep: Class 18 contains 12618 members 
Mstep: Class 20 contains 15500 members 
Mstep: Class 21 contains 153844 members 
Mstep: Class 23 contains 5822 members 
Entering Unmasked Estep 
Score: -102051808.000000 Penalty: 46826.460938
Splitting cluster 3 changes total score from -102052616.000000 to -102051808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (14503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Entering Unmasked Estep 
Score: -1661178.875000 Penalty: 1557.092896
	Iteration 0F: 2 clusters Score -1661179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1651020.250000 Penalty: 3114.185791
	Iteration 0F: 3 clusters Score -1651020 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1654757.250000 Penalty: 3114.185791
	Iteration 1F: 3 clusters Score -1654757 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1655179.625000 Penalty: 3114.185791
	Iteration 2F: 3 clusters Score -1655180 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1655572.125000 Penalty: 3114.185791
	Iteration 3F: 3 clusters Score -1655572 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1655971.875000 Penalty: 3114.185791
	Iteration 4F: 3 clusters Score -1655972 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1656341.500000 Penalty: 3114.185791
	Iteration 5Q: 3 clusters Score -1656342 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1656737.375000 Penalty: 3114.185791
	Iteration 6Q: 3 clusters Score -1656737 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1657163.125000 Penalty: 3114.185791
	Iteration 7Q: 3 clusters Score -1657163 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1657567.375000 Penalty: 3114.185791
	Iteration 8Q: 3 clusters Score -1657567 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1657887.500000 Penalty: 3114.185791
	Iteration 9Q: 3 clusters Score -1657888 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1658137.000000 Penalty: 3114.185791
	Iteration 10Q: 3 clusters Score -1658137 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1658296.625000 Penalty: 3114.185791
	Iteration 11Q: 3 clusters Score -1658297 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1658399.625000 Penalty: 3114.185791
	Iteration 12Q: 3 clusters Score -1658400 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1658461.875000 Penalty: 3114.185791
	Iteration 13Q: 3 clusters Score -1658462 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1658518.000000 Penalty: 3114.185791
	Iteration 14Q: 3 clusters Score -1658518 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1658578.125000 Penalty: 3114.185791
	Iteration 15Q: 3 clusters Score -1658578 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1658643.000000 Penalty: 3114.185791
	Iteration 16Q: 3 clusters Score -1658643 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1658712.250000 Penalty: 3114.185791
	Iteration 17Q: 3 clusters Score -1658712 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1658812.250000 Penalty: 3114.185791
	Iteration 18Q: 3 clusters Score -1658812 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1658913.500000 Penalty: 3114.185791
	Iteration 19Q: 3 clusters Score -1658914 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1659020.750000 Penalty: 3114.185791
	Iteration 20F: 3 clusters Score -1659021 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1659158.000000 Penalty: 3114.185791
	Iteration 21Q: 3 clusters Score -1659158 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1659293.375000 Penalty: 3114.185791
	Iteration 22Q: 3 clusters Score -1659293 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1659412.500000 Penalty: 3114.185791
	Iteration 23Q: 3 clusters Score -1659412 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1659517.875000 Penalty: 3114.185791
	Iteration 24Q: 3 clusters Score -1659518 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1659616.000000 Penalty: 3114.185791
	Iteration 25Q: 3 clusters Score -1659616 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1659689.500000 Penalty: 3114.185791
	Iteration 26Q: 3 clusters Score -1659690 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1659732.625000 Penalty: 3114.185791
	Iteration 27Q: 3 clusters Score -1659733 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1659765.375000 Penalty: 3114.185791
	Iteration 28Q: 3 clusters Score -1659765 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1659785.250000 Penalty: 3114.185791
	Iteration 29Q: 3 clusters Score -1659785 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1659801.625000 Penalty: 3114.185791
	Iteration 30Q: 3 clusters Score -1659802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1659814.375000 Penalty: 3114.185791
	Iteration 31Q: 3 clusters Score -1659814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1659819.125000 Penalty: 3114.185791
	Iteration 32Q: 3 clusters Score -1659819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1659825.500000 Penalty: 3114.185791
	Iteration 33Q: 3 clusters Score -1659826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1659826.625000 Penalty: 3114.185791
	Iteration 34Q: 3 clusters Score -1659827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1659829.250000 Penalty: 3114.185791
	Iteration 35Q: 3 clusters Score -1659829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1659831.500000 Penalty: 3114.185791
	Iteration 36Q: 3 clusters Score -1659832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1659832.625000 Penalty: 3114.185791
	Iteration 37Q: 3 clusters Score -1659833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1659831.875000 Penalty: 3114.185791
	Iteration 38Q: 3 clusters Score -1659832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1659832.625000 Penalty: 3114.185791
	Iteration 39Q: 3 clusters Score -1659833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1659829.875000 Penalty: 3114.185791
	Iteration 40F: 3 clusters Score -1659830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1659829.625000 Penalty: 3114.185791
	Iteration 41Q: 3 clusters Score -1659830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1659831.500000 Penalty: 3114.185791
	Iteration 42Q: 3 clusters Score -1659832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1659832.250000 Penalty: 3114.185791
	Iteration 43Q: 3 clusters Score -1659832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1659830.875000 Penalty: 3114.185791
	Iteration 44Q: 3 clusters Score -1659831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1659836.000000 Penalty: 3114.185791
	Iteration 45Q: 3 clusters Score -1659836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1659839.375000 Penalty: 3114.185791
	Iteration 46Q: 3 clusters Score -1659839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1659840.250000 Penalty: 3114.185791
	Iteration 47Q: 3 clusters Score -1659840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1659841.875000 Penalty: 3114.185791
	Iteration 48Q: 3 clusters Score -1659842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1659842.000000 Penalty: 3114.185791
	Iteration 49Q: 3 clusters Score -1659842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1659842.500000 Penalty: 3114.185791
	Iteration 50Q: 3 clusters Score -1659842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1659842.875000 Penalty: 3114.185791
	Iteration 51Q: 3 clusters Score -1659843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1659839.125000 Penalty: 3114.185791
	Iteration 52Q: 3 clusters Score -1659839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1659840.375000 Penalty: 3114.185791
	Iteration 53Q: 3 clusters Score -1659840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1659840.000000 Penalty: 3114.185791
	Iteration 54Q: 3 clusters Score -1659840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1659840.000000 Penalty: 3114.185791
	Iteration 55F: 3 clusters Score -1659840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (160251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160251 members 
Entering Unmasked Estep 
Score: -18590468.000000 Penalty: 1947.480713
	Iteration 0F: 2 clusters Score -1.859047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80079 members 
Mstep: Class 2 contains 80172 members 
Entering Unmasked Estep 
Score: -18504130.000000 Penalty: 3894.961426
	Iteration 0F: 3 clusters Score -1.850413e+07 nChanged 77399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77722 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
Score: -18550562.000000 Penalty: 3894.961426
	Iteration 1F: 3 clusters Score -1.855056e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 84879 members 
Entering Unmasked Estep 
Score: -18552484.000000 Penalty: 3894.961426
	Iteration 2Q: 3 clusters Score -1.855248e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72280 members 
Mstep: Class 2 contains 87971 members 
Entering Unmasked Estep 
Score: -18555208.000000 Penalty: 3894.961426
	Iteration 3Q: 3 clusters Score -1.855521e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68459 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -18559470.000000 Penalty: 3894.961426
	Iteration 4F: 3 clusters Score -1.855947e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 95799 members 
Entering Unmasked Estep 
Score: -18565868.000000 Penalty: 3894.961426
	Iteration 5F: 3 clusters Score -1.856587e+07 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 98530 members 
Entering Unmasked Estep 
Score: -18575600.000000 Penalty: 3894.961426
	Iteration 6F: 3 clusters Score -1.85756e+07 nChanged 12317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 98933 members 
Entering Unmasked Estep 
Score: -18587522.000000 Penalty: 3894.961426
	Iteration 7F: 3 clusters Score -1.858752e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 97744 members 
Entering Unmasked Estep 
Score: -18594874.000000 Penalty: 3894.961426
	Iteration 8F: 3 clusters Score -1.859487e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 96521 members 
Entering Unmasked Estep 
Score: -18597712.000000 Penalty: 3894.961426
	Iteration 9Q: 3 clusters Score -1.859771e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 95582 members 
Entering Unmasked Estep 
Score: -18599552.000000 Penalty: 3894.961426
	Iteration 10Q: 3 clusters Score -1.859955e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -18601000.000000 Penalty: 3894.961426
	Iteration 11Q: 3 clusters Score -1.8601e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66330 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -18602032.000000 Penalty: 3894.961426
	Iteration 12Q: 3 clusters Score -1.860203e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 93372 members 
Entering Unmasked Estep 
Score: -18602752.000000 Penalty: 3894.961426
	Iteration 13Q: 3 clusters Score -1.860275e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Mstep: Class 2 contains 92928 members 
Entering Unmasked Estep 
Score: -18603344.000000 Penalty: 3894.961426
	Iteration 14Q: 3 clusters Score -1.860334e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 92559 members 
Entering Unmasked Estep 
Score: -18603714.000000 Penalty: 3894.961426
	Iteration 15Q: 3 clusters Score -1.860371e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -18603876.000000 Penalty: 3894.961426
	Iteration 16Q: 3 clusters Score -1.860388e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68154 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -18604032.000000 Penalty: 3894.961426
	Iteration 17Q: 3 clusters Score -1.860403e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68310 members 
Mstep: Class 2 contains 91941 members 
Entering Unmasked Estep 
Score: -18604214.000000 Penalty: 3894.961426
	Iteration 18Q: 3 clusters Score -1.860421e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68424 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -18604310.000000 Penalty: 3894.961426
	Iteration 19Q: 3 clusters Score -1.860431e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
Score: -18604390.000000 Penalty: 3894.961426
	Iteration 20F: 3 clusters Score -1.860439e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68603 members 
Mstep: Class 2 contains 91648 members 
Entering Unmasked Estep 
Score: -18604452.000000 Penalty: 3894.961426
	Iteration 21Q: 3 clusters Score -1.860445e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 91599 members 
Entering Unmasked Estep 
Score: -18604464.000000 Penalty: 3894.961426
	Iteration 22Q: 3 clusters Score -1.860446e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -18604482.000000 Penalty: 3894.961426
	Iteration 23Q: 3 clusters Score -1.860448e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 91510 members 
Entering Unmasked Estep 
Score: -18604482.000000 Penalty: 3894.961426
	Iteration 24Q: 3 clusters Score -1.860448e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 91476 members 
Entering Unmasked Estep 
Score: -18604494.000000 Penalty: 3894.961426
	Iteration 25Q: 3 clusters Score -1.860449e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 91454 members 
Entering Unmasked Estep 
Score: -18604512.000000 Penalty: 3894.961426
	Iteration 26Q: 3 clusters Score -1.860451e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 91430 members 
Entering Unmasked Estep 
Score: -18604548.000000 Penalty: 3894.961426
	Iteration 27Q: 3 clusters Score -1.860455e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -18604542.000000 Penalty: 3894.961426
	Iteration 28Q: 3 clusters Score -1.860454e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 91401 members 
Entering Unmasked Estep 
Score: -18604558.000000 Penalty: 3894.961426
	Iteration 29Q: 3 clusters Score -1.860456e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68875 members 
Mstep: Class 2 contains 91376 members 
Entering Unmasked Estep 
Score: -18604568.000000 Penalty: 3894.961426
	Iteration 30Q: 3 clusters Score -1.860457e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -18604578.000000 Penalty: 3894.961426
	Iteration 31Q: 3 clusters Score -1.860458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68899 members 
Mstep: Class 2 contains 91352 members 
Entering Unmasked Estep 
Score: -18604582.000000 Penalty: 3894.961426
	Iteration 32Q: 3 clusters Score -1.860458e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 91346 members 
Entering Unmasked Estep 
Score: -18604556.000000 Penalty: 3894.961426
	Iteration 33Q: 3 clusters Score -1.860456e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 91338 members 
Entering Unmasked Estep 
Score: -18604560.000000 Penalty: 3894.961426
	Iteration 34Q: 3 clusters Score -1.860456e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68919 members 
Mstep: Class 2 contains 91332 members 
Entering Unmasked Estep 
Score: -18604576.000000 Penalty: 3894.961426
	Iteration 35Q: 3 clusters Score -1.860458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 91338 members 
Entering Unmasked Estep 
Score: -18604580.000000 Penalty: 3894.961426
	Iteration 36Q: 3 clusters Score -1.860458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 91341 members 
Entering Unmasked Estep 
Score: -18604576.000000 Penalty: 3894.961426
	Iteration 37Q: 3 clusters Score -1.860458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -18604566.000000 Penalty: 3894.961426
	Iteration 38Q: 3 clusters Score -1.860457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 91347 members 
Entering Unmasked Estep 
Score: -18604570.000000 Penalty: 3894.961426
	Iteration 39Q: 3 clusters Score -1.860457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 91345 members 
Entering Unmasked Estep 
Score: -18604564.000000 Penalty: 3894.961426
	Iteration 40F: 3 clusters Score -1.860456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68911 members 
Mstep: Class 2 contains 91340 members 
Entering Unmasked Estep 
Score: -18604576.000000 Penalty: 3894.961426
	Iteration 41Q: 3 clusters Score -1.860458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 91334 members 
Entering Unmasked Estep 
Score: -18604584.000000 Penalty: 3894.961426
	Iteration 42Q: 3 clusters Score -1.860458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -18604584.000000 Penalty: 3894.961426
	Iteration 43Q: 3 clusters Score -1.860458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68916 members 
Mstep: Class 2 contains 91335 members 
Entering Unmasked Estep 
Score: -18604576.000000 Penalty: 3894.961426
	Iteration 44Q: 3 clusters Score -1.860458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68918 members 
Mstep: Class 2 contains 91333 members 
Entering Unmasked Estep 
Score: -18604582.000000 Penalty: 3894.961426
	Iteration 45Q: 3 clusters Score -1.860458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -18604584.000000 Penalty: 3894.961426
	Iteration 46Q: 3 clusters Score -1.860458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 91330 members 
Entering Unmasked Estep 
Score: -18604586.000000 Penalty: 3894.961426
	Iteration 47Q: 3 clusters Score -1.860459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -18604590.000000 Penalty: 3894.961426
	Iteration 48Q: 3 clusters Score -1.860459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -18604596.000000 Penalty: 3894.961426
	Iteration 49Q: 3 clusters Score -1.86046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -18604586.000000 Penalty: 3894.961426
	Iteration 50Q: 3 clusters Score -1.860459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68924 members 
Mstep: Class 2 contains 91327 members 
Entering Unmasked Estep 
Score: -18604580.000000 Penalty: 3894.961426
	Iteration 51Q: 3 clusters Score -1.860458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68924 members 
Mstep: Class 2 contains 91327 members 
Entering Unmasked Estep 
Score: -18604580.000000 Penalty: 3894.961426
	Iteration 52F: 3 clusters Score -1.860458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 45107 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 14503 members 
Mstep: Class 5 contains 68924 members 
Mstep: Class 6 contains 21368 members 
Mstep: Class 7 contains 16940 members 
Mstep: Class 8 contains 72054 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 51210 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 92223 members 
Mstep: Class 14 contains 126491 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 16 contains 91327 members 
Mstep: Class 17 contains 96128 members 
Mstep: Class 18 contains 12618 members 
Mstep: Class 20 contains 15500 members 
Mstep: Class 21 contains 153844 members 
Mstep: Class 23 contains 5822 members 
Entering Unmasked Estep 
Score: -102066768.000000 Penalty: 46826.460938
Splitting cluster 5 changes total score from -102052616.000000 to -102066768.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 6 (21368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Entering Unmasked Estep 
Score: -2460678.250000 Penalty: 1620.067993
	Iteration 0F: 2 clusters Score -2460678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2446159.000000 Penalty: 3240.135986
	Iteration 0F: 3 clusters Score -2446159 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2451674.000000 Penalty: 3240.135986
	Iteration 1F: 3 clusters Score -2451674 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2452187.250000 Penalty: 3240.135986
	Iteration 2F: 3 clusters Score -2452187 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2452758.500000 Penalty: 3240.135986
	Iteration 3F: 3 clusters Score -2452758 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2453449.500000 Penalty: 3240.135986
	Iteration 4F: 3 clusters Score -2453450 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2454249.250000 Penalty: 3240.135986
	Iteration 5F: 3 clusters Score -2454249 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2455138.750000 Penalty: 3240.135986
	Iteration 6F: 3 clusters Score -2455139 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2456177.750000 Penalty: 3240.135986
	Iteration 7F: 3 clusters Score -2456178 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2457250.250000 Penalty: 3240.135986
	Iteration 8F: 3 clusters Score -2457250 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2457853.500000 Penalty: 3240.135986
	Iteration 9Q: 3 clusters Score -2457854 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2458170.500000 Penalty: 3240.135986
	Iteration 10Q: 3 clusters Score -2458170 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2458364.000000 Penalty: 3240.135986
	Iteration 11Q: 3 clusters Score -2458364 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2458492.250000 Penalty: 3240.135986
	Iteration 12Q: 3 clusters Score -2458492 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2458593.500000 Penalty: 3240.135986
	Iteration 13Q: 3 clusters Score -2458594 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2458664.000000 Penalty: 3240.135986
	Iteration 14Q: 3 clusters Score -2458664 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2458719.250000 Penalty: 3240.135986
	Iteration 15Q: 3 clusters Score -2458719 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2458777.750000 Penalty: 3240.135986
	Iteration 16Q: 3 clusters Score -2458778 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2458823.500000 Penalty: 3240.135986
	Iteration 17Q: 3 clusters Score -2458824 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2458879.250000 Penalty: 3240.135986
	Iteration 18Q: 3 clusters Score -2458879 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2458928.500000 Penalty: 3240.135986
	Iteration 19Q: 3 clusters Score -2458928 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2458965.750000 Penalty: 3240.135986
	Iteration 20F: 3 clusters Score -2458966 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2458987.250000 Penalty: 3240.135986
	Iteration 21Q: 3 clusters Score -2458987 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2459019.750000 Penalty: 3240.135986
	Iteration 22Q: 3 clusters Score -2459020 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2459047.750000 Penalty: 3240.135986
	Iteration 23Q: 3 clusters Score -2459048 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2459075.250000 Penalty: 3240.135986
	Iteration 24Q: 3 clusters Score -2459075 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2459089.750000 Penalty: 3240.135986
	Iteration 25Q: 3 clusters Score -2459090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2459100.000000 Penalty: 3240.135986
	Iteration 26Q: 3 clusters Score -2459100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2459113.000000 Penalty: 3240.135986
	Iteration 27Q: 3 clusters Score -2459113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2459130.250000 Penalty: 3240.135986
	Iteration 28Q: 3 clusters Score -2459130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2459142.000000 Penalty: 3240.135986
	Iteration 29Q: 3 clusters Score -2459142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2459161.250000 Penalty: 3240.135986
	Iteration 30Q: 3 clusters Score -2459161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2459175.000000 Penalty: 3240.135986
	Iteration 31Q: 3 clusters Score -2459175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2459187.750000 Penalty: 3240.135986
	Iteration 32Q: 3 clusters Score -2459188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2459203.500000 Penalty: 3240.135986
	Iteration 33Q: 3 clusters Score -2459204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2459211.500000 Penalty: 3240.135986
	Iteration 34Q: 3 clusters Score -2459212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2459226.500000 Penalty: 3240.135986
	Iteration 35Q: 3 clusters Score -2459226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2459242.750000 Penalty: 3240.135986
	Iteration 36Q: 3 clusters Score -2459243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2459248.500000 Penalty: 3240.135986
	Iteration 37Q: 3 clusters Score -2459248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2459256.250000 Penalty: 3240.135986
	Iteration 38Q: 3 clusters Score -2459256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2459256.500000 Penalty: 3240.135986
	Iteration 39Q: 3 clusters Score -2459256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2459266.750000 Penalty: 3240.135986
	Iteration 40F: 3 clusters Score -2459267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2459273.500000 Penalty: 3240.135986
	Iteration 41Q: 3 clusters Score -2459274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2459277.250000 Penalty: 3240.135986
	Iteration 42Q: 3 clusters Score -2459277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2459284.250000 Penalty: 3240.135986
	Iteration 43Q: 3 clusters Score -2459284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2459285.000000 Penalty: 3240.135986
	Iteration 44Q: 3 clusters Score -2459285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2459296.000000 Penalty: 3240.135986
	Iteration 45Q: 3 clusters Score -2459296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2459302.000000 Penalty: 3240.135986
	Iteration 46Q: 3 clusters Score -2459302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2459304.000000 Penalty: 3240.135986
	Iteration 47Q: 3 clusters Score -2459304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2459314.750000 Penalty: 3240.135986
	Iteration 48Q: 3 clusters Score -2459315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2459318.750000 Penalty: 3240.135986
	Iteration 49Q: 3 clusters Score -2459319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2459324.000000 Penalty: 3240.135986
	Iteration 50Q: 3 clusters Score -2459324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2459329.000000 Penalty: 3240.135986
	Iteration 51Q: 3 clusters Score -2459329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2459333.500000 Penalty: 3240.135986
	Iteration 52Q: 3 clusters Score -2459334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2459333.500000 Penalty: 3240.135986
	Iteration 53Q: 3 clusters Score -2459334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2459333.250000 Penalty: 3240.135986
	Iteration 54Q: 3 clusters Score -2459333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2459335.750000 Penalty: 3240.135986
	Iteration 55Q: 3 clusters Score -2459336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2459338.250000 Penalty: 3240.135986
	Iteration 56Q: 3 clusters Score -2459338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2459337.000000 Penalty: 3240.135986
	Iteration 57Q: 3 clusters Score -2459337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2459337.000000 Penalty: 3240.135986
	Iteration 58F: 3 clusters Score -2459337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Entering Unmasked Estep 
Score: -1877162.000000 Penalty: 1582.332886
	Iteration 0F: 2 clusters Score -1877162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1865429.750000 Penalty: 3164.665771
	Iteration 0F: 3 clusters Score -1865430 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1869407.375000 Penalty: 3164.665771
	Iteration 1F: 3 clusters Score -1869407 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1869668.500000 Penalty: 3164.665771
	Iteration 2Q: 3 clusters Score -1869668 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1869859.625000 Penalty: 3164.665771
	Iteration 3Q: 3 clusters Score -1869860 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1870006.750000 Penalty: 3164.665771
	Iteration 4Q: 3 clusters Score -1870007 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1870145.750000 Penalty: 3164.665771
	Iteration 5Q: 3 clusters Score -1870146 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1870240.125000 Penalty: 3164.665771
	Iteration 6Q: 3 clusters Score -1870240 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1870323.875000 Penalty: 3164.665771
	Iteration 7Q: 3 clusters Score -1870324 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1870377.750000 Penalty: 3164.665771
	Iteration 8Q: 3 clusters Score -1870378 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1870445.125000 Penalty: 3164.665771
	Iteration 9Q: 3 clusters Score -1870445 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1870521.500000 Penalty: 3164.665771
	Iteration 10Q: 3 clusters Score -1870522 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1870595.875000 Penalty: 3164.665771
	Iteration 11Q: 3 clusters Score -1870596 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1870674.875000 Penalty: 3164.665771
	Iteration 12Q: 3 clusters Score -1870675 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1870752.750000 Penalty: 3164.665771
	Iteration 13Q: 3 clusters Score -1870753 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1870860.750000 Penalty: 3164.665771
	Iteration 14Q: 3 clusters Score -1870861 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1871015.250000 Penalty: 3164.665771
	Iteration 15Q: 3 clusters Score -1871015 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1871211.625000 Penalty: 3164.665771
	Iteration 16Q: 3 clusters Score -1871212 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1871446.250000 Penalty: 3164.665771
	Iteration 17Q: 3 clusters Score -1871446 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1871787.125000 Penalty: 3164.665771
	Iteration 18Q: 3 clusters Score -1871787 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1872218.875000 Penalty: 3164.665771
	Iteration 19Q: 3 clusters Score -1872219 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1872671.000000 Penalty: 3164.665771
	Iteration 20F: 3 clusters Score -1872671 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1873025.125000 Penalty: 3164.665771
	Iteration 21Q: 3 clusters Score -1873025 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1873277.500000 Penalty: 3164.665771
	Iteration 22Q: 3 clusters Score -1873278 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1873452.250000 Penalty: 3164.665771
	Iteration 23Q: 3 clusters Score -1873452 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1873571.625000 Penalty: 3164.665771
	Iteration 24Q: 3 clusters Score -1873572 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1873671.750000 Penalty: 3164.665771
	Iteration 25Q: 3 clusters Score -1873672 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1873753.500000 Penalty: 3164.665771
	Iteration 26Q: 3 clusters Score -1873754 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1873837.750000 Penalty: 3164.665771
	Iteration 27Q: 3 clusters Score -1873838 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1873937.500000 Penalty: 3164.665771
	Iteration 28Q: 3 clusters Score -1873938 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1874042.375000 Penalty: 3164.665771
	Iteration 29Q: 3 clusters Score -1874042 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1874125.625000 Penalty: 3164.665771
	Iteration 30Q: 3 clusters Score -1874126 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1874234.250000 Penalty: 3164.665771
	Iteration 31Q: 3 clusters Score -1874234 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1874358.875000 Penalty: 3164.665771
	Iteration 32Q: 3 clusters Score -1874359 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1874503.750000 Penalty: 3164.665771
	Iteration 33Q: 3 clusters Score -1874504 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1874662.125000 Penalty: 3164.665771
	Iteration 34Q: 3 clusters Score -1874662 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1874821.875000 Penalty: 3164.665771
	Iteration 35Q: 3 clusters Score -1874822 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1874970.125000 Penalty: 3164.665771
	Iteration 36Q: 3 clusters Score -1874970 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1875133.000000 Penalty: 3164.665771
	Iteration 37Q: 3 clusters Score -1875133 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1875279.250000 Penalty: 3164.665771
	Iteration 38Q: 3 clusters Score -1875279 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1875425.125000 Penalty: 3164.665771
	Iteration 39Q: 3 clusters Score -1875425 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1875587.250000 Penalty: 3164.665771
	Iteration 40F: 3 clusters Score -1875587 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1875710.750000 Penalty: 3164.665771
	Iteration 41Q: 3 clusters Score -1875711 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1875842.625000 Penalty: 3164.665771
	Iteration 42Q: 3 clusters Score -1875843 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1875938.375000 Penalty: 3164.665771
	Iteration 43Q: 3 clusters Score -1875938 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1876027.500000 Penalty: 3164.665771
	Iteration 44Q: 3 clusters Score -1876028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1876083.750000 Penalty: 3164.665771
	Iteration 45Q: 3 clusters Score -1876084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -1876115.250000 Penalty: 3164.665771
	Iteration 46Q: 3 clusters Score -1876115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1876130.375000 Penalty: 3164.665771
	Iteration 47Q: 3 clusters Score -1876130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1876144.750000 Penalty: 3164.665771
	Iteration 48Q: 3 clusters Score -1876145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1876155.000000 Penalty: 3164.665771
	Iteration 49Q: 3 clusters Score -1876155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1876167.875000 Penalty: 3164.665771
	Iteration 50Q: 3 clusters Score -1876168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1876176.000000 Penalty: 3164.665771
	Iteration 51Q: 3 clusters Score -1876176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1876184.250000 Penalty: 3164.665771
	Iteration 52Q: 3 clusters Score -1876184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1876188.000000 Penalty: 3164.665771
	Iteration 53Q: 3 clusters Score -1876188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1876193.625000 Penalty: 3164.665771
	Iteration 54Q: 3 clusters Score -1876194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1876212.875000 Penalty: 3164.665771
	Iteration 55F: 3 clusters Score -1876213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1876239.625000 Penalty: 3164.665771
	Iteration 56Q: 3 clusters Score -1876240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1876272.125000 Penalty: 3164.665771
	Iteration 57Q: 3 clusters Score -1876272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1876298.125000 Penalty: 3164.665771
	Iteration 58Q: 3 clusters Score -1876298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1876310.250000 Penalty: 3164.665771
	Iteration 59Q: 3 clusters Score -1876310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1876329.625000 Penalty: 3164.665771
	Iteration 60F: 3 clusters Score -1876330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1876341.750000 Penalty: 3164.665771
	Iteration 61Q: 3 clusters Score -1876342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1876356.375000 Penalty: 3164.665771
	Iteration 62Q: 3 clusters Score -1876356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1876360.125000 Penalty: 3164.665771
	Iteration 63Q: 3 clusters Score -1876360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1876363.000000 Penalty: 3164.665771
	Iteration 64Q: 3 clusters Score -1876363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1876364.750000 Penalty: 3164.665771
	Iteration 65Q: 3 clusters Score -1876365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1876366.750000 Penalty: 3164.665771
	Iteration 66Q: 3 clusters Score -1876367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1876369.250000 Penalty: 3164.665771
	Iteration 67Q: 3 clusters Score -1876369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1876368.875000 Penalty: 3164.665771
	Iteration 68Q: 3 clusters Score -1876369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1876369.625000 Penalty: 3164.665771
	Iteration 69Q: 3 clusters Score -1876370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1876369.625000 Penalty: 3164.665771
	Iteration 70F: 3 clusters Score -1876370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (72054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Entering Unmasked Estep 
Score: -8334232.500000 Penalty: 1817.590332
	Iteration 0F: 2 clusters Score -8334232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -8286119.000000 Penalty: 3635.180664
	Iteration 0F: 3 clusters Score -8286119 nChanged 34123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -8305343.000000 Penalty: 3635.180664
	Iteration 1F: 3 clusters Score -8305343 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -8306048.500000 Penalty: 3635.180664
	Iteration 2Q: 3 clusters Score -8306048 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -8307120.500000 Penalty: 3635.180664
	Iteration 3Q: 3 clusters Score -8307120 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -8308350.000000 Penalty: 3635.180664
	Iteration 4Q: 3 clusters Score -8308350 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -8309968.000000 Penalty: 3635.180664
	Iteration 5F: 3 clusters Score -8309968 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -8312528.000000 Penalty: 3635.180664
	Iteration 6F: 3 clusters Score -8312528 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -8316171.000000 Penalty: 3635.180664
	Iteration 7F: 3 clusters Score -8316171 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -8320857.500000 Penalty: 3635.180664
	Iteration 8F: 3 clusters Score -8320858 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -8326106.500000 Penalty: 3635.180664
	Iteration 9F: 3 clusters Score -8326106 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -8330311.000000 Penalty: 3635.180664
	Iteration 10F: 3 clusters Score -8330311 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -8332366.000000 Penalty: 3635.180664
	Iteration 11Q: 3 clusters Score -8332366 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -8333015.000000 Penalty: 3635.180664
	Iteration 12Q: 3 clusters Score -8333015 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68603 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -8333339.500000 Penalty: 3635.180664
	Iteration 13Q: 3 clusters Score -8333340 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -8333526.500000 Penalty: 3635.180664
	Iteration 14Q: 3 clusters Score -8333526 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -8333661.500000 Penalty: 3635.180664
	Iteration 15Q: 3 clusters Score -8333662 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8333733.000000 Penalty: 3635.180664
	Iteration 16Q: 3 clusters Score -8333733 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8333766.500000 Penalty: 3635.180664
	Iteration 17Q: 3 clusters Score -8333766 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8333801.500000 Penalty: 3635.180664
	Iteration 18Q: 3 clusters Score -8333802 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8333813.000000 Penalty: 3635.180664
	Iteration 19Q: 3 clusters Score -8333813 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8333831.500000 Penalty: 3635.180664
	Iteration 20F: 3 clusters Score -8333832 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8333854.000000 Penalty: 3635.180664
	Iteration 21Q: 3 clusters Score -8333854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8333873.000000 Penalty: 3635.180664
	Iteration 22Q: 3 clusters Score -8333873 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8333881.000000 Penalty: 3635.180664
	Iteration 23Q: 3 clusters Score -8333881 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8333894.000000 Penalty: 3635.180664
	Iteration 24Q: 3 clusters Score -8333894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70198 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8333909.500000 Penalty: 3635.180664
	Iteration 25Q: 3 clusters Score -8333910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70227 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8333917.000000 Penalty: 3635.180664
	Iteration 26Q: 3 clusters Score -8333917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70246 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8333929.500000 Penalty: 3635.180664
	Iteration 27Q: 3 clusters Score -8333930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8333932.000000 Penalty: 3635.180664
	Iteration 28Q: 3 clusters Score -8333932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8333934.000000 Penalty: 3635.180664
	Iteration 29Q: 3 clusters Score -8333934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8333937.000000 Penalty: 3635.180664
	Iteration 30Q: 3 clusters Score -8333937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8333941.500000 Penalty: 3635.180664
	Iteration 31Q: 3 clusters Score -8333942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8333938.000000 Penalty: 3635.180664
	Iteration 32Q: 3 clusters Score -8333938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8333939.000000 Penalty: 3635.180664
	Iteration 33Q: 3 clusters Score -8333939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -8333941.000000 Penalty: 3635.180664
	Iteration 34Q: 3 clusters Score -8333941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8333940.500000 Penalty: 3635.180664
	Iteration 35Q: 3 clusters Score -8333940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70312 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8333943.500000 Penalty: 3635.180664
	Iteration 36Q: 3 clusters Score -8333944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70313 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8333941.500000 Penalty: 3635.180664
	Iteration 37Q: 3 clusters Score -8333942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70316 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8333943.500000 Penalty: 3635.180664
	Iteration 38Q: 3 clusters Score -8333944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8333945.500000 Penalty: 3635.180664
	Iteration 39Q: 3 clusters Score -8333946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70325 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8333947.500000 Penalty: 3635.180664
	Iteration 40F: 3 clusters Score -8333948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8333954.000000 Penalty: 3635.180664
	Iteration 41Q: 3 clusters Score -8333954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -8333943.000000 Penalty: 3635.180664
	Iteration 42Q: 3 clusters Score -8333943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8333945.000000 Penalty: 3635.180664
	Iteration 43Q: 3 clusters Score -8333945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70349 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8333947.500000 Penalty: 3635.180664
	Iteration 44Q: 3 clusters Score -8333948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8333948.500000 Penalty: 3635.180664
	Iteration 45Q: 3 clusters Score -8333948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8333951.500000 Penalty: 3635.180664
	Iteration 46Q: 3 clusters Score -8333952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8333953.500000 Penalty: 3635.180664
	Iteration 47Q: 3 clusters Score -8333954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8333955.000000 Penalty: 3635.180664
	Iteration 48Q: 3 clusters Score -8333955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8333956.000000 Penalty: 3635.180664
	Iteration 49Q: 3 clusters Score -8333956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8333958.000000 Penalty: 3635.180664
	Iteration 50Q: 3 clusters Score -8333958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8333956.500000 Penalty: 3635.180664
	Iteration 51Q: 3 clusters Score -8333956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8333959.500000 Penalty: 3635.180664
	Iteration 52Q: 3 clusters Score -8333960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8333957.500000 Penalty: 3635.180664
	Iteration 53Q: 3 clusters Score -8333958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8333957.500000 Penalty: 3635.180664
	Iteration 54F: 3 clusters Score -8333958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Entering Unmasked Estep 
Score: -383512.156250 Penalty: 1329.802002
	Iteration 0F: 2 clusters Score -383512.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -380412.281250 Penalty: 2659.604004
	Iteration 0F: 3 clusters Score -380412.3 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -381357.343750 Penalty: 2659.604004
	Iteration 1F: 3 clusters Score -381357.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -381634.937500 Penalty: 2659.604004
	Iteration 2F: 3 clusters Score -381634.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -381923.781250 Penalty: 2659.604004
	Iteration 3F: 3 clusters Score -381923.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -382142.000000 Penalty: 2659.604004
	Iteration 4F: 3 clusters Score -382142 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -382297.875000 Penalty: 2659.604004
	Iteration 5F: 3 clusters Score -382297.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -382463.500000 Penalty: 2659.604004
	Iteration 6F: 3 clusters Score -382463.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -382629.187500 Penalty: 2659.604004
	Iteration 7F: 3 clusters Score -382629.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -382806.187500 Penalty: 2659.604004
	Iteration 8F: 3 clusters Score -382806.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -382984.031250 Penalty: 2659.604004
	Iteration 9Q: 3 clusters Score -382984 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -383114.781250 Penalty: 2659.604004
	Iteration 10Q: 3 clusters Score -383114.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -383189.406250 Penalty: 2659.604004
	Iteration 11Q: 3 clusters Score -383189.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -383273.156250 Penalty: 2659.604004
	Iteration 12Q: 3 clusters Score -383273.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -383330.218750 Penalty: 2659.604004
	Iteration 13Q: 3 clusters Score -383330.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -383360.718750 Penalty: 2659.604004
	Iteration 14Q: 3 clusters Score -383360.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -383381.562500 Penalty: 2659.604004
	Iteration 15Q: 3 clusters Score -383381.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -383390.718750 Penalty: 2659.604004
	Iteration 16Q: 3 clusters Score -383390.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -383395.187500 Penalty: 2659.604004
	Iteration 17Q: 3 clusters Score -383395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -383398.531250 Penalty: 2659.604004
	Iteration 18Q: 3 clusters Score -383398.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -383401.593750 Penalty: 2659.604004
	Iteration 19Q: 3 clusters Score -383401.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -383401.812500 Penalty: 2659.604004
	Iteration 20F: 3 clusters Score -383401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -383403.750000 Penalty: 2659.604004
	Iteration 21Q: 3 clusters Score -383403.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -383405.656250 Penalty: 2659.604004
	Iteration 22Q: 3 clusters Score -383405.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -383405.656250 Penalty: 2659.604004
	Iteration 23F: 3 clusters Score -383405.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -92061.148438 Penalty: 1107.719604
	Iteration 0F: 2 clusters Score -92061.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90739.875000 Penalty: 2215.439209
	Iteration 0F: 3 clusters Score -90739.88 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91099.765625 Penalty: 2215.439209
	Iteration 1F: 3 clusters Score -91099.77 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -91224.796875 Penalty: 2215.439209
	Iteration 2F: 3 clusters Score -91224.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -91346.273438 Penalty: 2215.439209
	Iteration 3F: 3 clusters Score -91346.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91469.156250 Penalty: 2215.439209
	Iteration 4F: 3 clusters Score -91469.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91668.140625 Penalty: 2215.439209
	Iteration 5F: 3 clusters Score -91668.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91830.382812 Penalty: 2215.439209
	Iteration 6Q: 3 clusters Score -91830.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91890.000000 Penalty: 2215.439209
	Iteration 7Q: 3 clusters Score -91890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91916.968750 Penalty: 2215.439209
	Iteration 8Q: 3 clusters Score -91916.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -91947.828125 Penalty: 2215.439209
	Iteration 9Q: 3 clusters Score -91947.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -91974.898438 Penalty: 2215.439209
	Iteration 10Q: 3 clusters Score -91974.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -91989.203125 Penalty: 2215.439209
	Iteration 11Q: 3 clusters Score -91989.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -92002.859375 Penalty: 2215.439209
	Iteration 12Q: 3 clusters Score -92002.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -92021.406250 Penalty: 2215.439209
	Iteration 13Q: 3 clusters Score -92021.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -92053.343750 Penalty: 2215.439209
	Iteration 14Q: 3 clusters Score -92053.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92064.929688 Penalty: 2215.439209
	Iteration 15Q: 3 clusters Score -92064.93 nChanged 7
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: -92090.304688 Penalty: 2215.439209
	Iteration 16Q: 3 clusters Score -92090.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -92128.398438 Penalty: 2215.439209
	Iteration 17Q: 3 clusters Score -92128.4 nChanged 9
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: -92164.195312 Penalty: 2215.439209
	Iteration 18Q: 3 clusters Score -92164.2 nChanged 11
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: -92192.726562 Penalty: 2215.439209
	Iteration 19Q: 3 clusters Score -92192.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -92242.671875 Penalty: 2215.439209
	Iteration 20F: 3 clusters Score -92242.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -92286.226562 Penalty: 2215.439209
	Iteration 21Q: 3 clusters Score -92286.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -92294.617188 Penalty: 2215.439209
	Iteration 22Q: 3 clusters Score -92294.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -92298.757812 Penalty: 2215.439209
	Iteration 23Q: 3 clusters Score -92298.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -92300.390625 Penalty: 2215.439209
	Iteration 24Q: 3 clusters Score -92300.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -92300.390625 Penalty: 2215.439209
	Iteration 25F: 3 clusters Score -92300.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 45107 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 14503 members 
Mstep: Class 5 contains 68924 members 
Mstep: Class 6 contains 21368 members 
Mstep: Class 7 contains 16940 members 
Mstep: Class 8 contains 72054 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 685 members 
Mstep: Class 11 contains 51210 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 92223 members 
Mstep: Class 14 contains 126491 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 16 contains 91327 members 
Mstep: Class 17 contains 96128 members 
Mstep: Class 18 contains 12618 members 
Mstep: Class 19 contains 228 members 
Mstep: Class 20 contains 15500 members 
Mstep: Class 21 contains 153844 members 
Mstep: Class 23 contains 5822 members 
Entering Unmasked Estep 
Score: -102065936.000000 Penalty: 49056.292969
Splitting cluster 10 changes total score from -102052616.000000 to -102065936.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 11 (51210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Entering Unmasked Estep 
Score: -5849607.500000 Penalty: 1762.099609
	Iteration 0F: 2 clusters Score -5849608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -5815218.000000 Penalty: 3524.199219
	Iteration 0F: 3 clusters Score -5815218 nChanged 24118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -5829176.000000 Penalty: 3524.199219
	Iteration 1F: 3 clusters Score -5829176 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -5830868.000000 Penalty: 3524.199219
	Iteration 2Q: 3 clusters Score -5830868 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -5833936.000000 Penalty: 3524.199219
	Iteration 3F: 3 clusters Score -5833936 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -5837399.000000 Penalty: 3524.199219
	Iteration 4F: 3 clusters Score -5837399 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -5841135.500000 Penalty: 3524.199219
	Iteration 5F: 3 clusters Score -5841136 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -5844791.500000 Penalty: 3524.199219
	Iteration 6F: 3 clusters Score -5844792 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -5847722.000000 Penalty: 3524.199219
	Iteration 7F: 3 clusters Score -5847722 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -5849720.000000 Penalty: 3524.199219
	Iteration 8F: 3 clusters Score -5849720 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -5850969.000000 Penalty: 3524.199219
	Iteration 9Q: 3 clusters Score -5850969 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -5851925.500000 Penalty: 3524.199219
	Iteration 10Q: 3 clusters Score -5851926 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5852792.500000 Penalty: 3524.199219
	Iteration 11Q: 3 clusters Score -5852792 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -5853269.000000 Penalty: 3524.199219
	Iteration 12Q: 3 clusters Score -5853269 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5853406.500000 Penalty: 3524.199219
	Iteration 13Q: 3 clusters Score -5853406 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -5853508.000000 Penalty: 3524.199219
	Iteration 14Q: 3 clusters Score -5853508 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -5853561.000000 Penalty: 3524.199219
	Iteration 15Q: 3 clusters Score -5853561 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5853566.500000 Penalty: 3524.199219
	Iteration 16Q: 3 clusters Score -5853566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -5853570.500000 Penalty: 3524.199219
	Iteration 17Q: 3 clusters Score -5853570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -5853591.500000 Penalty: 3524.199219
	Iteration 18Q: 3 clusters Score -5853592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5853610.500000 Penalty: 3524.199219
	Iteration 19Q: 3 clusters Score -5853610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5853623.500000 Penalty: 3524.199219
	Iteration 20F: 3 clusters Score -5853624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5853622.000000 Penalty: 3524.199219
	Iteration 21Q: 3 clusters Score -5853622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5853613.500000 Penalty: 3524.199219
	Iteration 22Q: 3 clusters Score -5853614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5853622.000000 Penalty: 3524.199219
	Iteration 23Q: 3 clusters Score -5853622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5853622.500000 Penalty: 3524.199219
	Iteration 24Q: 3 clusters Score -5853622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -5853615.000000 Penalty: 3524.199219
	Iteration 25Q: 3 clusters Score -5853615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5853613.500000 Penalty: 3524.199219
	Iteration 26Q: 3 clusters Score -5853614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5853617.000000 Penalty: 3524.199219
	Iteration 27Q: 3 clusters Score -5853617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5853619.000000 Penalty: 3524.199219
	Iteration 28Q: 3 clusters Score -5853619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -5853620.000000 Penalty: 3524.199219
	Iteration 29Q: 3 clusters Score -5853620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -5853617.000000 Penalty: 3524.199219
	Iteration 30Q: 3 clusters Score -5853617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5853615.000000 Penalty: 3524.199219
	Iteration 31Q: 3 clusters Score -5853615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -5853619.000000 Penalty: 3524.199219
	Iteration 32Q: 3 clusters Score -5853619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -5853620.000000 Penalty: 3524.199219
	Iteration 33Q: 3 clusters Score -5853620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -5853621.000000 Penalty: 3524.199219
	Iteration 34Q: 3 clusters Score -5853621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -5853621.000000 Penalty: 3524.199219
	Iteration 35F: 3 clusters Score -5853621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 45107 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 14503 members 
Mstep: Class 5 contains 68924 members 
Mstep: Class 6 contains 21368 members 
Mstep: Class 7 contains 16940 members 
Mstep: Class 8 contains 72054 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 685 members 
Mstep: Class 11 contains 48359 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 92223 members 
Mstep: Class 14 contains 126491 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 16 contains 91327 members 
Mstep: Class 17 contains 96128 members 
Mstep: Class 18 contains 12618 members 
Mstep: Class 19 contains 228 members 
Mstep: Class 20 contains 15500 members 
Mstep: Class 21 contains 153844 members 
Mstep: Class 22 contains 2851 members 
Mstep: Class 23 contains 5822 members 
Entering Unmasked Estep 
Score: -102069568.000000 Penalty: 51286.125000
Splitting cluster 11 changes total score from -102052616.000000 to -102069568.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -43983.945312 Penalty: 989.100891
	Iteration 0F: 2 clusters Score -43983.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43037.488281 Penalty: 1978.201782
	Iteration 0F: 3 clusters Score -43037.49 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43300.792969 Penalty: 1978.201782
	Iteration 1F: 3 clusters Score -43300.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43476.097656 Penalty: 1978.201782
	Iteration 2F: 3 clusters Score -43476.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43600.320312 Penalty: 1978.201782
	Iteration 3F: 3 clusters Score -43600.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43682.054688 Penalty: 1978.201782
	Iteration 4Q: 3 clusters Score -43682.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43756.000000 Penalty: 1978.201782
	Iteration 5Q: 3 clusters Score -43756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43810.378906 Penalty: 1978.201782
	Iteration 6Q: 3 clusters Score -43810.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43839.718750 Penalty: 1978.201782
	Iteration 7Q: 3 clusters Score -43839.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43872.445312 Penalty: 1978.201782
	Iteration 8Q: 3 clusters Score -43872.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43881.382812 Penalty: 1978.201782
	Iteration 9Q: 3 clusters Score -43881.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43881.382812 Penalty: 1978.201782
	Iteration 10F: 3 clusters Score -43881.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (92223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92223 members 
Entering Unmasked Estep 
Score: -10659423.000000 Penalty: 1857.694336
	Iteration 0F: 2 clusters Score -1.065942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -10599817.000000 Penalty: 3715.388672
	Iteration 0F: 3 clusters Score -1.059982e+07 nChanged 44053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -10625977.000000 Penalty: 3715.388672
	Iteration 1F: 3 clusters Score -1.062598e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -10627902.000000 Penalty: 3715.388672
	Iteration 2Q: 3 clusters Score -1.06279e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -10631143.000000 Penalty: 3715.388672
	Iteration 3F: 3 clusters Score -1.063114e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -10635829.000000 Penalty: 3715.388672
	Iteration 4F: 3 clusters Score -1.063583e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -10643175.000000 Penalty: 3715.388672
	Iteration 5F: 3 clusters Score -1.064318e+07 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -10651655.000000 Penalty: 3715.388672
	Iteration 6F: 3 clusters Score -1.065166e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -10657457.000000 Penalty: 3715.388672
	Iteration 7F: 3 clusters Score -1.065746e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -10659521.000000 Penalty: 3715.388672
	Iteration 8Q: 3 clusters Score -1.065952e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -10660427.000000 Penalty: 3715.388672
	Iteration 9Q: 3 clusters Score -1.066043e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66779 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -10661027.000000 Penalty: 3715.388672
	Iteration 10Q: 3 clusters Score -1.066103e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -10661300.000000 Penalty: 3715.388672
	Iteration 11Q: 3 clusters Score -1.06613e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -10661405.000000 Penalty: 3715.388672
	Iteration 12Q: 3 clusters Score -1.06614e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -10661484.000000 Penalty: 3715.388672
	Iteration 13Q: 3 clusters Score -1.066148e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -10661550.000000 Penalty: 3715.388672
	Iteration 14Q: 3 clusters Score -1.066155e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -10661647.000000 Penalty: 3715.388672
	Iteration 15Q: 3 clusters Score -1.066165e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -10661670.000000 Penalty: 3715.388672
	Iteration 16Q: 3 clusters Score -1.066167e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70631 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -10661784.000000 Penalty: 3715.388672
	Iteration 17Q: 3 clusters Score -1.066178e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -10661765.000000 Penalty: 3715.388672
	Iteration 18Q: 3 clusters Score -1.066176e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -10661857.000000 Penalty: 3715.388672
	Iteration 19Q: 3 clusters Score -1.066186e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72604 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -10661913.000000 Penalty: 3715.388672
	Iteration 20F: 3 clusters Score -1.066191e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -10661997.000000 Penalty: 3715.388672
	Iteration 21Q: 3 clusters Score -1.0662e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -10661980.000000 Penalty: 3715.388672
	Iteration 22Q: 3 clusters Score -1.066198e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -10662006.000000 Penalty: 3715.388672
	Iteration 23Q: 3 clusters Score -1.066201e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75430 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -10662000.000000 Penalty: 3715.388672
	Iteration 24Q: 3 clusters Score -1.0662e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76247 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -10662095.000000 Penalty: 3715.388672
	Iteration 25Q: 3 clusters Score -1.06621e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77057 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -10662100.000000 Penalty: 3715.388672
	Iteration 26Q: 3 clusters Score -1.06621e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -10662108.000000 Penalty: 3715.388672
	Iteration 27Q: 3 clusters Score -1.066211e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78659 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -10662012.000000 Penalty: 3715.388672
	Iteration 28Q: 3 clusters Score -1.066201e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -10661986.000000 Penalty: 3715.388672
	Iteration 29Q: 3 clusters Score -1.066199e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80232 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -10661948.000000 Penalty: 3715.388672
	Iteration 30Q: 3 clusters Score -1.066195e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -10661873.000000 Penalty: 3715.388672
	Iteration 31Q: 3 clusters Score -1.066187e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -10661887.000000 Penalty: 3715.388672
	Iteration 32Q: 3 clusters Score -1.066189e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -10661861.000000 Penalty: 3715.388672
	Iteration 33Q: 3 clusters Score -1.066186e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -10661800.000000 Penalty: 3715.388672
	Iteration 34Q: 3 clusters Score -1.06618e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82988 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -10661776.000000 Penalty: 3715.388672
	Iteration 35Q: 3 clusters Score -1.066178e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83355 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -10661746.000000 Penalty: 3715.388672
	Iteration 36Q: 3 clusters Score -1.066175e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83703 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -10661699.000000 Penalty: 3715.388672
	Iteration 37Q: 3 clusters Score -1.06617e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -10661619.000000 Penalty: 3715.388672
	Iteration 38Q: 3 clusters Score -1.066162e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -10661592.000000 Penalty: 3715.388672
	Iteration 39Q: 3 clusters Score -1.066159e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -10661570.000000 Penalty: 3715.388672
	Iteration 40F: 3 clusters Score -1.066157e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84757 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -10661538.000000 Penalty: 3715.388672
	Iteration 41Q: 3 clusters Score -1.066154e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84945 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -10661520.000000 Penalty: 3715.388672
	Iteration 42Q: 3 clusters Score -1.066152e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85113 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -10661500.000000 Penalty: 3715.388672
	Iteration 43Q: 3 clusters Score -1.06615e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85279 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -10661431.000000 Penalty: 3715.388672
	Iteration 44Q: 3 clusters Score -1.066143e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85424 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -10661420.000000 Penalty: 3715.388672
	Iteration 45Q: 3 clusters Score -1.066142e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85551 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -10661418.000000 Penalty: 3715.388672
	Iteration 46Q: 3 clusters Score -1.066142e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -10661396.000000 Penalty: 3715.388672
	Iteration 47Q: 3 clusters Score -1.06614e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85768 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -10661360.000000 Penalty: 3715.388672
	Iteration 48Q: 3 clusters Score -1.066136e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -10661342.000000 Penalty: 3715.388672
	Iteration 49Q: 3 clusters Score -1.066134e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -10661329.000000 Penalty: 3715.388672
	Iteration 50Q: 3 clusters Score -1.066133e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86011 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -10661314.000000 Penalty: 3715.388672
	Iteration 51Q: 3 clusters Score -1.066131e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -10661273.000000 Penalty: 3715.388672
	Iteration 52Q: 3 clusters Score -1.066127e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -10661263.000000 Penalty: 3715.388672
	Iteration 53Q: 3 clusters Score -1.066126e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -10661257.000000 Penalty: 3715.388672
	Iteration 54Q: 3 clusters Score -1.066126e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -10661243.000000 Penalty: 3715.388672
	Iteration 55Q: 3 clusters Score -1.066124e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -10661266.000000 Penalty: 3715.388672
	Iteration 56Q: 3 clusters Score -1.066127e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -10661246.000000 Penalty: 3715.388672
	Iteration 57Q: 3 clusters Score -1.066125e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86520 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -10661240.000000 Penalty: 3715.388672
	Iteration 58Q: 3 clusters Score -1.066124e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -10661241.000000 Penalty: 3715.388672
	Iteration 59Q: 3 clusters Score -1.066124e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86621 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -10661236.000000 Penalty: 3715.388672
	Iteration 60F: 3 clusters Score -1.066124e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -10661226.000000 Penalty: 3715.388672
	Iteration 61Q: 3 clusters Score -1.066123e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -10661191.000000 Penalty: 3715.388672
	Iteration 62Q: 3 clusters Score -1.066119e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -10661189.000000 Penalty: 3715.388672
	Iteration 63Q: 3 clusters Score -1.066119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86758 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -10661191.000000 Penalty: 3715.388672
	Iteration 64Q: 3 clusters Score -1.066119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86775 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -10661186.000000 Penalty: 3715.388672
	Iteration 65Q: 3 clusters Score -1.066119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -10661184.000000 Penalty: 3715.388672
	Iteration 66Q: 3 clusters Score -1.066118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -10661173.000000 Penalty: 3715.388672
	Iteration 67Q: 3 clusters Score -1.066117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -10661178.000000 Penalty: 3715.388672
	Iteration 68Q: 3 clusters Score -1.066118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86812 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -10661162.000000 Penalty: 3715.388672
	Iteration 69Q: 3 clusters Score -1.066116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86817 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -10661164.000000 Penalty: 3715.388672
	Iteration 70Q: 3 clusters Score -1.066116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -10661161.000000 Penalty: 3715.388672
	Iteration 71Q: 3 clusters Score -1.066116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86831 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -10661170.000000 Penalty: 3715.388672
	Iteration 72Q: 3 clusters Score -1.066117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -10661163.000000 Penalty: 3715.388672
	Iteration 73Q: 3 clusters Score -1.066116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86847 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -10661149.000000 Penalty: 3715.388672
	Iteration 74Q: 3 clusters Score -1.066115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -10661147.000000 Penalty: 3715.388672
	Iteration 75Q: 3 clusters Score -1.066115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -10661146.000000 Penalty: 3715.388672
	Iteration 76Q: 3 clusters Score -1.066115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86860 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -10661139.000000 Penalty: 3715.388672
	Iteration 77Q: 3 clusters Score -1.066114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -10661144.000000 Penalty: 3715.388672
	Iteration 78Q: 3 clusters Score -1.066114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -10661140.000000 Penalty: 3715.388672
	Iteration 79Q: 3 clusters Score -1.066114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -10661142.000000 Penalty: 3715.388672
	Iteration 80F: 3 clusters Score -1.066114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -10661140.000000 Penalty: 3715.388672
	Iteration 81Q: 3 clusters Score -1.066114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -10661142.000000 Penalty: 3715.388672
	Iteration 82Q: 3 clusters Score -1.066114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -10661137.000000 Penalty: 3715.388672
	Iteration 83Q: 3 clusters Score -1.066114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -10661135.000000 Penalty: 3715.388672
	Iteration 84Q: 3 clusters Score -1.066114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -10661133.000000 Penalty: 3715.388672
	Iteration 85Q: 3 clusters Score -1.066113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86884 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -10661139.000000 Penalty: 3715.388672
	Iteration 86Q: 3 clusters Score -1.066114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86887 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -10661141.000000 Penalty: 3715.388672
	Iteration 87Q: 3 clusters Score -1.066114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86888 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -10661140.000000 Penalty: 3715.388672
	Iteration 88Q: 3 clusters Score -1.066114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -10661148.000000 Penalty: 3715.388672
	Iteration 89Q: 3 clusters Score -1.066115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -10661141.000000 Penalty: 3715.388672
	Iteration 90Q: 3 clusters Score -1.066114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -10661141.000000 Penalty: 3715.388672
	Iteration 91F: 3 clusters Score -1.066114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 45107 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 14503 members 
Mstep: Class 5 contains 68924 members 
Mstep: Class 6 contains 21368 members 
Mstep: Class 7 contains 16940 members 
Mstep: Class 8 contains 72054 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 685 members 
Mstep: Class 11 contains 48359 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 86893 members 
Mstep: Class 14 contains 126491 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 16 contains 91327 members 
Mstep: Class 17 contains 96128 members 
Mstep: Class 18 contains 12618 members 
Mstep: Class 19 contains 228 members 
Mstep: Class 20 contains 15500 members 
Mstep: Class 21 contains 153844 members 
Mstep: Class 22 contains 2851 members 
Mstep: Class 23 contains 5822 members 
Mstep: Class 24 contains 5330 members 
Entering Unmasked Estep 
Score: -102071088.000000 Penalty: 53515.957031
Splitting cluster 13 changes total score from -102052616.000000 to -102071088.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (126491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126491 members 
Entering Unmasked Estep 
Score: -14324227.000000 Penalty: 1909.038086
	Iteration 0F: 2 clusters Score -1.432423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -14239862.000000 Penalty: 3818.076172
	Iteration 0F: 3 clusters Score -1.423986e+07 nChanged 60718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -14275342.000000 Penalty: 3818.076172
	Iteration 1F: 3 clusters Score -1.427534e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -14276122.000000 Penalty: 3818.076172
	Iteration 2Q: 3 clusters Score -1.427612e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -14276904.000000 Penalty: 3818.076172
	Iteration 3Q: 3 clusters Score -1.42769e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -14277973.000000 Penalty: 3818.076172
	Iteration 4Q: 3 clusters Score -1.427797e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57276 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
Score: -14279340.000000 Penalty: 3818.076172
	Iteration 5Q: 3 clusters Score -1.427934e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -14281702.000000 Penalty: 3818.076172
	Iteration 6Q: 3 clusters Score -1.42817e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -14285341.000000 Penalty: 3818.076172
	Iteration 7Q: 3 clusters Score -1.428534e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 83942 members 
Entering Unmasked Estep 
Score: -14290802.000000 Penalty: 3818.076172
	Iteration 8F: 3 clusters Score -1.42908e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 90827 members 
Entering Unmasked Estep 
Score: -14296896.000000 Penalty: 3818.076172
	Iteration 9F: 3 clusters Score -1.42969e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 97326 members 
Entering Unmasked Estep 
Score: -14302882.000000 Penalty: 3818.076172
	Iteration 10F: 3 clusters Score -1.430288e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 102888 members 
Entering Unmasked Estep 
Score: -14307867.000000 Penalty: 3818.076172
	Iteration 11F: 3 clusters Score -1.430787e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 107169 members 
Entering Unmasked Estep 
Score: -14311285.000000 Penalty: 3818.076172
	Iteration 12Q: 3 clusters Score -1.431128e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 110554 members 
Entering Unmasked Estep 
Score: -14313710.000000 Penalty: 3818.076172
	Iteration 13Q: 3 clusters Score -1.431371e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 113337 members 
Entering Unmasked Estep 
Score: -14315483.000000 Penalty: 3818.076172
	Iteration 14Q: 3 clusters Score -1.431548e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 115703 members 
Entering Unmasked Estep 
Score: -14316873.000000 Penalty: 3818.076172
	Iteration 15Q: 3 clusters Score -1.431687e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 117688 members 
Entering Unmasked Estep 
Score: -14318016.000000 Penalty: 3818.076172
	Iteration 16Q: 3 clusters Score -1.431802e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 119359 members 
Entering Unmasked Estep 
Score: -14318921.000000 Penalty: 3818.076172
	Iteration 17Q: 3 clusters Score -1.431892e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 120776 members 
Entering Unmasked Estep 
Score: -14319761.000000 Penalty: 3818.076172
	Iteration 18Q: 3 clusters Score -1.431976e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 121954 members 
Entering Unmasked Estep 
Score: -14320425.000000 Penalty: 3818.076172
	Iteration 19Q: 3 clusters Score -1.432042e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 122880 members 
Entering Unmasked Estep 
Score: -14320889.000000 Penalty: 3818.076172
	Iteration 20F: 3 clusters Score -1.432089e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 123614 members 
Entering Unmasked Estep 
Score: -14321256.000000 Penalty: 3818.076172
	Iteration 21Q: 3 clusters Score -1.432126e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 124180 members 
Entering Unmasked Estep 
Score: -14321596.000000 Penalty: 3818.076172
	Iteration 22Q: 3 clusters Score -1.43216e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 124622 members 
Entering Unmasked Estep 
Score: -14321834.000000 Penalty: 3818.076172
	Iteration 23Q: 3 clusters Score -1.432183e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 124948 members 
Entering Unmasked Estep 
Score: -14322058.000000 Penalty: 3818.076172
	Iteration 24Q: 3 clusters Score -1.432206e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 125167 members 
Entering Unmasked Estep 
Score: -14322141.000000 Penalty: 3818.076172
	Iteration 25Q: 3 clusters Score -1.432214e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 125331 members 
Entering Unmasked Estep 
Score: -14322244.000000 Penalty: 3818.076172
	Iteration 26Q: 3 clusters Score -1.432224e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 125442 members 
Entering Unmasked Estep 
Score: -14322327.000000 Penalty: 3818.076172
	Iteration 27Q: 3 clusters Score -1.432233e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 125504 members 
Entering Unmasked Estep 
Score: -14322383.000000 Penalty: 3818.076172
	Iteration 28Q: 3 clusters Score -1.432238e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 125558 members 
Entering Unmasked Estep 
Score: -14322406.000000 Penalty: 3818.076172
	Iteration 29Q: 3 clusters Score -1.432241e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 125597 members 
Entering Unmasked Estep 
Score: -14322411.000000 Penalty: 3818.076172
	Iteration 30Q: 3 clusters Score -1.432241e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 125631 members 
Entering Unmasked Estep 
Score: -14322433.000000 Penalty: 3818.076172
	Iteration 31Q: 3 clusters Score -1.432243e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 125656 members 
Entering Unmasked Estep 
Score: -14322440.000000 Penalty: 3818.076172
	Iteration 32Q: 3 clusters Score -1.432244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 125675 members 
Entering Unmasked Estep 
Score: -14322440.000000 Penalty: 3818.076172
	Iteration 33Q: 3 clusters Score -1.432244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 125687 members 
Entering Unmasked Estep 
Score: -14322448.000000 Penalty: 3818.076172
	Iteration 34Q: 3 clusters Score -1.432245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 125693 members 
Entering Unmasked Estep 
Score: -14322439.000000 Penalty: 3818.076172
	Iteration 35Q: 3 clusters Score -1.432244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 125699 members 
Entering Unmasked Estep 
Score: -14322449.000000 Penalty: 3818.076172
	Iteration 36Q: 3 clusters Score -1.432245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 125709 members 
Entering Unmasked Estep 
Score: -14322456.000000 Penalty: 3818.076172
	Iteration 37Q: 3 clusters Score -1.432246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 125717 members 
Entering Unmasked Estep 
Score: -14322447.000000 Penalty: 3818.076172
	Iteration 38Q: 3 clusters Score -1.432245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 125720 members 
Entering Unmasked Estep 
Score: -14322457.000000 Penalty: 3818.076172
	Iteration 39Q: 3 clusters Score -1.432246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 125726 members 
Entering Unmasked Estep 
Score: -14322442.000000 Penalty: 3818.076172
	Iteration 40F: 3 clusters Score -1.432244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 125729 members 
Entering Unmasked Estep 
Score: -14322446.000000 Penalty: 3818.076172
	Iteration 41Q: 3 clusters Score -1.432245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 125736 members 
Entering Unmasked Estep 
Score: -14322447.000000 Penalty: 3818.076172
	Iteration 42Q: 3 clusters Score -1.432245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 125740 members 
Entering Unmasked Estep 
Score: -14322446.000000 Penalty: 3818.076172
	Iteration 43Q: 3 clusters Score -1.432245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 125745 members 
Entering Unmasked Estep 
Score: -14322451.000000 Penalty: 3818.076172
	Iteration 44Q: 3 clusters Score -1.432245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 125751 members 
Entering Unmasked Estep 
Score: -14322463.000000 Penalty: 3818.076172
	Iteration 45Q: 3 clusters Score -1.432246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 125761 members 
Entering Unmasked Estep 
Score: -14322464.000000 Penalty: 3818.076172
	Iteration 46Q: 3 clusters Score -1.432246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 125771 members 
Entering Unmasked Estep 
Score: -14322479.000000 Penalty: 3818.076172
	Iteration 47Q: 3 clusters Score -1.432248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 125778 members 
Entering Unmasked Estep 
Score: -14322481.000000 Penalty: 3818.076172
	Iteration 48Q: 3 clusters Score -1.432248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 125784 members 
Entering Unmasked Estep 
Score: -14322474.000000 Penalty: 3818.076172
	Iteration 49Q: 3 clusters Score -1.432247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 125790 members 
Entering Unmasked Estep 
Score: -14322469.000000 Penalty: 3818.076172
	Iteration 50Q: 3 clusters Score -1.432247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 125797 members 
Entering Unmasked Estep 
Score: -14322474.000000 Penalty: 3818.076172
	Iteration 51Q: 3 clusters Score -1.432247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 125802 members 
Entering Unmasked Estep 
Score: -14322481.000000 Penalty: 3818.076172
	Iteration 52Q: 3 clusters Score -1.432248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 125806 members 
Entering Unmasked Estep 
Score: -14322471.000000 Penalty: 3818.076172
	Iteration 53Q: 3 clusters Score -1.432247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 125807 members 
Entering Unmasked Estep 
Score: -14322475.000000 Penalty: 3818.076172
	Iteration 54Q: 3 clusters Score -1.432248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 125809 members 
Entering Unmasked Estep 
Score: -14322481.000000 Penalty: 3818.076172
	Iteration 55Q: 3 clusters Score -1.432248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 125813 members 
Entering Unmasked Estep 
Score: -14322488.000000 Penalty: 3818.076172
	Iteration 56Q: 3 clusters Score -1.432249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 125820 members 
Entering Unmasked Estep 
Score: -14322481.000000 Penalty: 3818.076172
	Iteration 57Q: 3 clusters Score -1.432248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 125825 members 
Entering Unmasked Estep 
Score: -14322486.000000 Penalty: 3818.076172
	Iteration 58Q: 3 clusters Score -1.432249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 125829 members 
Entering Unmasked Estep 
Score: -14322482.000000 Penalty: 3818.076172
	Iteration 59Q: 3 clusters Score -1.432248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 125832 members 
Entering Unmasked Estep 
Score: -14322493.000000 Penalty: 3818.076172
	Iteration 60F: 3 clusters Score -1.432249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 125835 members 
Entering Unmasked Estep 
Score: -14322498.000000 Penalty: 3818.076172
	Iteration 61Q: 3 clusters Score -1.43225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 125841 members 
Entering Unmasked Estep 
Score: -14322507.000000 Penalty: 3818.076172
	Iteration 62Q: 3 clusters Score -1.432251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 125849 members 
Entering Unmasked Estep 
Score: -14322511.000000 Penalty: 3818.076172
	Iteration 63Q: 3 clusters Score -1.432251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 125855 members 
Entering Unmasked Estep 
Score: -14322510.000000 Penalty: 3818.076172
	Iteration 64Q: 3 clusters Score -1.432251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 125862 members 
Entering Unmasked Estep 
Score: -14322514.000000 Penalty: 3818.076172
	Iteration 65Q: 3 clusters Score -1.432251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 125867 members 
Entering Unmasked Estep 
Score: -14322515.000000 Penalty: 3818.076172
	Iteration 66Q: 3 clusters Score -1.432252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 125869 members 
Entering Unmasked Estep 
Score: -14322505.000000 Penalty: 3818.076172
	Iteration 67Q: 3 clusters Score -1.43225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 125871 members 
Entering Unmasked Estep 
Score: -14322501.000000 Penalty: 3818.076172
	Iteration 68Q: 3 clusters Score -1.43225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 125872 members 
Entering Unmasked Estep 
Score: -14322508.000000 Penalty: 3818.076172
	Iteration 69Q: 3 clusters Score -1.432251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 125874 members 
Entering Unmasked Estep 
Score: -14322514.000000 Penalty: 3818.076172
	Iteration 70Q: 3 clusters Score -1.432251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 125875 members 
Entering Unmasked Estep 
Score: -14322515.000000 Penalty: 3818.076172
	Iteration 71Q: 3 clusters Score -1.432252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 125876 members 
Entering Unmasked Estep 
Score: -14322517.000000 Penalty: 3818.076172
	Iteration 72Q: 3 clusters Score -1.432252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 125876 members 
Entering Unmasked Estep 
Score: -14322517.000000 Penalty: 3818.076172
	Iteration 73F: 3 clusters Score -1.432252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Entering Unmasked Estep 
Score: -527705.125000 Penalty: 1370.671021
	Iteration 0F: 2 clusters Score -527705.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -523978.718750 Penalty: 2741.342041
	Iteration 0F: 3 clusters Score -523978.7 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -525001.125000 Penalty: 2741.342041
	Iteration 1F: 3 clusters Score -525001.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -525160.250000 Penalty: 2741.342041
	Iteration 2F: 3 clusters Score -525160.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -525275.250000 Penalty: 2741.342041
	Iteration 3F: 3 clusters Score -525275.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -525363.375000 Penalty: 2741.342041
	Iteration 4Q: 3 clusters Score -525363.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -525430.875000 Penalty: 2741.342041
	Iteration 5Q: 3 clusters Score -525430.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -525481.062500 Penalty: 2741.342041
	Iteration 6Q: 3 clusters Score -525481.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -525518.375000 Penalty: 2741.342041
	Iteration 7Q: 3 clusters Score -525518.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -525556.500000 Penalty: 2741.342041
	Iteration 8Q: 3 clusters Score -525556.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -525609.312500 Penalty: 2741.342041
	Iteration 9Q: 3 clusters Score -525609.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -525658.875000 Penalty: 2741.342041
	Iteration 10Q: 3 clusters Score -525658.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -525703.625000 Penalty: 2741.342041
	Iteration 11Q: 3 clusters Score -525703.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -525749.375000 Penalty: 2741.342041
	Iteration 12Q: 3 clusters Score -525749.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -525796.687500 Penalty: 2741.342041
	Iteration 13Q: 3 clusters Score -525796.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -525842.687500 Penalty: 2741.342041
	Iteration 14Q: 3 clusters Score -525842.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -525881.687500 Penalty: 2741.342041
	Iteration 15Q: 3 clusters Score -525881.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -525920.937500 Penalty: 2741.342041
	Iteration 16Q: 3 clusters Score -525920.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -525948.500000 Penalty: 2741.342041
	Iteration 17Q: 3 clusters Score -525948.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -525974.125000 Penalty: 2741.342041
	Iteration 18Q: 3 clusters Score -525974.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -525999.562500 Penalty: 2741.342041
	Iteration 19Q: 3 clusters Score -525999.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -526022.812500 Penalty: 2741.342041
	Iteration 20F: 3 clusters Score -526022.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -526049.062500 Penalty: 2741.342041
	Iteration 21Q: 3 clusters Score -526049.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -526077.187500 Penalty: 2741.342041
	Iteration 22Q: 3 clusters Score -526077.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -526103.687500 Penalty: 2741.342041
	Iteration 23Q: 3 clusters Score -526103.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -526127.000000 Penalty: 2741.342041
	Iteration 24Q: 3 clusters Score -526127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -526145.625000 Penalty: 2741.342041
	Iteration 25Q: 3 clusters Score -526145.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -526157.875000 Penalty: 2741.342041
	Iteration 26Q: 3 clusters Score -526157.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -526169.187500 Penalty: 2741.342041
	Iteration 27Q: 3 clusters Score -526169.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -526182.500000 Penalty: 2741.342041
	Iteration 28Q: 3 clusters Score -526182.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -526191.062500 Penalty: 2741.342041
	Iteration 29Q: 3 clusters Score -526191.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -526205.250000 Penalty: 2741.342041
	Iteration 30Q: 3 clusters Score -526205.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -526222.437500 Penalty: 2741.342041
	Iteration 31Q: 3 clusters Score -526222.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -526240.187500 Penalty: 2741.342041
	Iteration 32Q: 3 clusters Score -526240.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -526254.125000 Penalty: 2741.342041
	Iteration 33Q: 3 clusters Score -526254.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -526264.625000 Penalty: 2741.342041
	Iteration 34Q: 3 clusters Score -526264.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -526275.250000 Penalty: 2741.342041
	Iteration 35Q: 3 clusters Score -526275.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -526289.062500 Penalty: 2741.342041
	Iteration 36Q: 3 clusters Score -526289.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -526301.687500 Penalty: 2741.342041
	Iteration 37Q: 3 clusters Score -526301.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -526315.312500 Penalty: 2741.342041
	Iteration 38Q: 3 clusters Score -526315.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -526327.437500 Penalty: 2741.342041
	Iteration 39Q: 3 clusters Score -526327.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -526340.687500 Penalty: 2741.342041
	Iteration 40F: 3 clusters Score -526340.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -526351.125000 Penalty: 2741.342041
	Iteration 41Q: 3 clusters Score -526351.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -526362.625000 Penalty: 2741.342041
	Iteration 42Q: 3 clusters Score -526362.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -526373.437500 Penalty: 2741.342041
	Iteration 43Q: 3 clusters Score -526373.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -526387.250000 Penalty: 2741.342041
	Iteration 44Q: 3 clusters Score -526387.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -526397.625000 Penalty: 2741.342041
	Iteration 45Q: 3 clusters Score -526397.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -526407.750000 Penalty: 2741.342041
	Iteration 46Q: 3 clusters Score -526407.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -526414.062500 Penalty: 2741.342041
	Iteration 47Q: 3 clusters Score -526414.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -526419.562500 Penalty: 2741.342041
	Iteration 48Q: 3 clusters Score -526419.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -526428.875000 Penalty: 2741.342041
	Iteration 49Q: 3 clusters Score -526428.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -526435.812500 Penalty: 2741.342041
	Iteration 50Q: 3 clusters Score -526435.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -526443.875000 Penalty: 2741.342041
	Iteration 51Q: 3 clusters Score -526443.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -526447.125000 Penalty: 2741.342041
	Iteration 52Q: 3 clusters Score -526447.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -526451.437500 Penalty: 2741.342041
	Iteration 53Q: 3 clusters Score -526451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -526454.937500 Penalty: 2741.342041
	Iteration 54Q: 3 clusters Score -526454.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -526458.750000 Penalty: 2741.342041
	Iteration 55Q: 3 clusters Score -526458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -526460.687500 Penalty: 2741.342041
	Iteration 56Q: 3 clusters Score -526460.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -526461.500000 Penalty: 2741.342041
	Iteration 57Q: 3 clusters Score -526461.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -526461.500000 Penalty: 2741.342041
	Iteration 58F: 3 clusters Score -526461.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (96128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Entering Unmasked Estep 
Score: -11134189.000000 Penalty: 1864.433350
	Iteration 0F: 2 clusters Score -1.113419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -11072072.000000 Penalty: 3728.866699
	Iteration 0F: 3 clusters Score -1.107207e+07 nChanged 45689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -11098963.000000 Penalty: 3728.866699
	Iteration 1F: 3 clusters Score -1.109896e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -11100433.000000 Penalty: 3728.866699
	Iteration 2Q: 3 clusters Score -1.110043e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -11103212.000000 Penalty: 3728.866699
	Iteration 3Q: 3 clusters Score -1.110321e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -11108506.000000 Penalty: 3728.866699
	Iteration 4F: 3 clusters Score -1.110851e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -11116386.000000 Penalty: 3728.866699
	Iteration 5F: 3 clusters Score -1.111639e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -11125019.000000 Penalty: 3728.866699
	Iteration 6F: 3 clusters Score -1.112502e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -11132244.000000 Penalty: 3728.866699
	Iteration 7F: 3 clusters Score -1.113224e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -11135744.000000 Penalty: 3728.866699
	Iteration 8Q: 3 clusters Score -1.113574e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -11136786.000000 Penalty: 3728.866699
	Iteration 9Q: 3 clusters Score -1.113679e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -11137072.000000 Penalty: 3728.866699
	Iteration 10Q: 3 clusters Score -1.113707e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -11137230.000000 Penalty: 3728.866699
	Iteration 11Q: 3 clusters Score -1.113723e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -11137334.000000 Penalty: 3728.866699
	Iteration 12Q: 3 clusters Score -1.113733e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74591 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -11137407.000000 Penalty: 3728.866699
	Iteration 13Q: 3 clusters Score -1.113741e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -11137399.000000 Penalty: 3728.866699
	Iteration 14Q: 3 clusters Score -1.11374e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -11137397.000000 Penalty: 3728.866699
	Iteration 15Q: 3 clusters Score -1.11374e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -11137423.000000 Penalty: 3728.866699
	Iteration 16Q: 3 clusters Score -1.113742e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75293 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -11137445.000000 Penalty: 3728.866699
	Iteration 17Q: 3 clusters Score -1.113744e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -11137409.000000 Penalty: 3728.866699
	Iteration 18Q: 3 clusters Score -1.113741e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75587 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -11137431.000000 Penalty: 3728.866699
	Iteration 19Q: 3 clusters Score -1.113743e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -11137461.000000 Penalty: 3728.866699
	Iteration 20F: 3 clusters Score -1.113746e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -11137444.000000 Penalty: 3728.866699
	Iteration 21Q: 3 clusters Score -1.113744e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -11137456.000000 Penalty: 3728.866699
	Iteration 22Q: 3 clusters Score -1.113746e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -11137443.000000 Penalty: 3728.866699
	Iteration 23Q: 3 clusters Score -1.113744e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -11137471.000000 Penalty: 3728.866699
	Iteration 24Q: 3 clusters Score -1.113747e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -11137478.000000 Penalty: 3728.866699
	Iteration 25Q: 3 clusters Score -1.113748e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -11137461.000000 Penalty: 3728.866699
	Iteration 26Q: 3 clusters Score -1.113746e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76509 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -11137446.000000 Penalty: 3728.866699
	Iteration 27Q: 3 clusters Score -1.113745e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76585 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -11137450.000000 Penalty: 3728.866699
	Iteration 28Q: 3 clusters Score -1.113745e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -11137434.000000 Penalty: 3728.866699
	Iteration 29Q: 3 clusters Score -1.113743e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76751 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -11137424.000000 Penalty: 3728.866699
	Iteration 30Q: 3 clusters Score -1.113742e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -11137431.000000 Penalty: 3728.866699
	Iteration 31Q: 3 clusters Score -1.113743e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76920 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -11137442.000000 Penalty: 3728.866699
	Iteration 32Q: 3 clusters Score -1.113744e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -11137443.000000 Penalty: 3728.866699
	Iteration 33Q: 3 clusters Score -1.113744e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -11137459.000000 Penalty: 3728.866699
	Iteration 34Q: 3 clusters Score -1.113746e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77218 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -11137444.000000 Penalty: 3728.866699
	Iteration 35Q: 3 clusters Score -1.113744e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -11137446.000000 Penalty: 3728.866699
	Iteration 36Q: 3 clusters Score -1.113745e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -11137450.000000 Penalty: 3728.866699
	Iteration 37Q: 3 clusters Score -1.113745e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -11137463.000000 Penalty: 3728.866699
	Iteration 38Q: 3 clusters Score -1.113746e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -11137475.000000 Penalty: 3728.866699
	Iteration 39Q: 3 clusters Score -1.113748e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -11137481.000000 Penalty: 3728.866699
	Iteration 40F: 3 clusters Score -1.113748e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77949 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -11137474.000000 Penalty: 3728.866699
	Iteration 41Q: 3 clusters Score -1.113747e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78027 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -11137477.000000 Penalty: 3728.866699
	Iteration 42Q: 3 clusters Score -1.113748e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78115 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -11137455.000000 Penalty: 3728.866699
	Iteration 43Q: 3 clusters Score -1.113746e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -11137453.000000 Penalty: 3728.866699
	Iteration 44Q: 3 clusters Score -1.113745e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -11137434.000000 Penalty: 3728.866699
	Iteration 45Q: 3 clusters Score -1.113743e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -11137453.000000 Penalty: 3728.866699
	Iteration 46Q: 3 clusters Score -1.113745e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78485 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -11137470.000000 Penalty: 3728.866699
	Iteration 47Q: 3 clusters Score -1.113747e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78585 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -11137473.000000 Penalty: 3728.866699
	Iteration 48Q: 3 clusters Score -1.113747e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -11137467.000000 Penalty: 3728.866699
	Iteration 49Q: 3 clusters Score -1.113747e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -11137464.000000 Penalty: 3728.866699
	Iteration 50Q: 3 clusters Score -1.113746e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -11137476.000000 Penalty: 3728.866699
	Iteration 51Q: 3 clusters Score -1.113748e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -11137482.000000 Penalty: 3728.866699
	Iteration 52Q: 3 clusters Score -1.113748e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79057 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -11137485.000000 Penalty: 3728.866699
	Iteration 53Q: 3 clusters Score -1.113748e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -11137481.000000 Penalty: 3728.866699
	Iteration 54Q: 3 clusters Score -1.113748e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79279 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -11137517.000000 Penalty: 3728.866699
	Iteration 55Q: 3 clusters Score -1.113752e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79408 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -11137505.000000 Penalty: 3728.866699
	Iteration 56Q: 3 clusters Score -1.11375e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -11137494.000000 Penalty: 3728.866699
	Iteration 57Q: 3 clusters Score -1.113749e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -11137462.000000 Penalty: 3728.866699
	Iteration 58Q: 3 clusters Score -1.113746e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79795 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -11137471.000000 Penalty: 3728.866699
	Iteration 59Q: 3 clusters Score -1.113747e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -11137488.000000 Penalty: 3728.866699
	Iteration 60F: 3 clusters Score -1.113749e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -11137461.000000 Penalty: 3728.866699
	Iteration 61Q: 3 clusters Score -1.113746e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -11137450.000000 Penalty: 3728.866699
	Iteration 62Q: 3 clusters Score -1.113745e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -11137488.000000 Penalty: 3728.866699
	Iteration 63Q: 3 clusters Score -1.113749e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80554 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -11137477.000000 Penalty: 3728.866699
	Iteration 64Q: 3 clusters Score -1.113748e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80714 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -11137452.000000 Penalty: 3728.866699
	Iteration 65Q: 3 clusters Score -1.113745e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -11137446.000000 Penalty: 3728.866699
	Iteration 66Q: 3 clusters Score -1.113745e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -11137473.000000 Penalty: 3728.866699
	Iteration 67Q: 3 clusters Score -1.113747e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -11137457.000000 Penalty: 3728.866699
	Iteration 68Q: 3 clusters Score -1.113746e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81517 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -11137454.000000 Penalty: 3728.866699
	Iteration 69Q: 3 clusters Score -1.113745e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81721 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -11137427.000000 Penalty: 3728.866699
	Iteration 70Q: 3 clusters Score -1.113743e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -11137440.000000 Penalty: 3728.866699
	Iteration 71Q: 3 clusters Score -1.113744e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -11137412.000000 Penalty: 3728.866699
	Iteration 72Q: 3 clusters Score -1.113741e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82379 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -11137371.000000 Penalty: 3728.866699
	Iteration 73Q: 3 clusters Score -1.113737e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -11137318.000000 Penalty: 3728.866699
	Iteration 74Q: 3 clusters Score -1.113732e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82759 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -11137276.000000 Penalty: 3728.866699
	Iteration 75Q: 3 clusters Score -1.113728e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -11137286.000000 Penalty: 3728.866699
	Iteration 76Q: 3 clusters Score -1.113729e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83153 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -11137290.000000 Penalty: 3728.866699
	Iteration 77Q: 3 clusters Score -1.113729e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83391 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -11137266.000000 Penalty: 3728.866699
	Iteration 78Q: 3 clusters Score -1.113727e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -11137223.000000 Penalty: 3728.866699
	Iteration 79Q: 3 clusters Score -1.113722e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83883 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -11137261.000000 Penalty: 3728.866699
	Iteration 80F: 3 clusters Score -1.113726e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -11137255.000000 Penalty: 3728.866699
	Iteration 81Q: 3 clusters Score -1.113726e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -11137221.000000 Penalty: 3728.866699
	Iteration 82Q: 3 clusters Score -1.113722e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -11137210.000000 Penalty: 3728.866699
	Iteration 83Q: 3 clusters Score -1.113721e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -11137162.000000 Penalty: 3728.866699
	Iteration 84Q: 3 clusters Score -1.113716e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84873 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -11137145.000000 Penalty: 3728.866699
	Iteration 85Q: 3 clusters Score -1.113714e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85051 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -11137109.000000 Penalty: 3728.866699
	Iteration 86Q: 3 clusters Score -1.113711e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85216 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -11137117.000000 Penalty: 3728.866699
	Iteration 87Q: 3 clusters Score -1.113712e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85386 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -11137082.000000 Penalty: 3728.866699
	Iteration 88Q: 3 clusters Score -1.113708e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -11137049.000000 Penalty: 3728.866699
	Iteration 89Q: 3 clusters Score -1.113705e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -11137023.000000 Penalty: 3728.866699
	Iteration 90Q: 3 clusters Score -1.113702e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -11137034.000000 Penalty: 3728.866699
	Iteration 91Q: 3 clusters Score -1.113703e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86046 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -11137032.000000 Penalty: 3728.866699
	Iteration 92Q: 3 clusters Score -1.113703e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86186 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -11137030.000000 Penalty: 3728.866699
	Iteration 93Q: 3 clusters Score -1.113703e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86354 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -11136960.000000 Penalty: 3728.866699
	Iteration 94Q: 3 clusters Score -1.113696e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86548 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -11136948.000000 Penalty: 3728.866699
	Iteration 95Q: 3 clusters Score -1.113695e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -11136942.000000 Penalty: 3728.866699
	Iteration 96Q: 3 clusters Score -1.113694e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -11136917.000000 Penalty: 3728.866699
	Iteration 97Q: 3 clusters Score -1.113692e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -11136878.000000 Penalty: 3728.866699
	Iteration 98Q: 3 clusters Score -1.113688e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87293 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -11136864.000000 Penalty: 3728.866699
	Iteration 99Q: 3 clusters Score -1.113686e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87437 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -11136831.000000 Penalty: 3728.866699
	Iteration 100F: 3 clusters Score -1.113683e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -11136816.000000 Penalty: 3728.866699
	Iteration 101Q: 3 clusters Score -1.113682e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -11136792.000000 Penalty: 3728.866699
	Iteration 102Q: 3 clusters Score -1.113679e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -11136750.000000 Penalty: 3728.866699
	Iteration 103Q: 3 clusters Score -1.113675e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87945 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -11136743.000000 Penalty: 3728.866699
	Iteration 104Q: 3 clusters Score -1.113674e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -11136704.000000 Penalty: 3728.866699
	Iteration 105Q: 3 clusters Score -1.11367e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88209 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -11136687.000000 Penalty: 3728.866699
	Iteration 106Q: 3 clusters Score -1.113669e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88343 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -11136683.000000 Penalty: 3728.866699
	Iteration 107Q: 3 clusters Score -1.113668e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88465 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -11136661.000000 Penalty: 3728.866699
	Iteration 108Q: 3 clusters Score -1.113666e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -11136629.000000 Penalty: 3728.866699
	Iteration 109Q: 3 clusters Score -1.113663e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -11136606.000000 Penalty: 3728.866699
	Iteration 110Q: 3 clusters Score -1.113661e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88843 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -11136612.000000 Penalty: 3728.866699
	Iteration 111Q: 3 clusters Score -1.113661e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88969 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -11136601.000000 Penalty: 3728.866699
	Iteration 112Q: 3 clusters Score -1.11366e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89094 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -11136583.000000 Penalty: 3728.866699
	Iteration 113Q: 3 clusters Score -1.113658e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89220 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -11136550.000000 Penalty: 3728.866699
	Iteration 114Q: 3 clusters Score -1.113655e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -11136572.000000 Penalty: 3728.866699
	Iteration 115Q: 3 clusters Score -1.113657e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89413 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -11136534.000000 Penalty: 3728.866699
	Iteration 116Q: 3 clusters Score -1.113653e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -11136502.000000 Penalty: 3728.866699
	Iteration 117Q: 3 clusters Score -1.11365e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89591 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -11136501.000000 Penalty: 3728.866699
	Iteration 118Q: 3 clusters Score -1.11365e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89680 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -11136495.000000 Penalty: 3728.866699
	Iteration 119Q: 3 clusters Score -1.11365e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89762 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -11136485.000000 Penalty: 3728.866699
	Iteration 120F: 3 clusters Score -1.113648e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -11136467.000000 Penalty: 3728.866699
	Iteration 121Q: 3 clusters Score -1.113647e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -11136448.000000 Penalty: 3728.866699
	Iteration 122Q: 3 clusters Score -1.113645e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -11136432.000000 Penalty: 3728.866699
	Iteration 123Q: 3 clusters Score -1.113643e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -11136379.000000 Penalty: 3728.866699
	Iteration 124Q: 3 clusters Score -1.113638e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -11136364.000000 Penalty: 3728.866699
	Iteration 125Q: 3 clusters Score -1.113636e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -11136360.000000 Penalty: 3728.866699
	Iteration 126Q: 3 clusters Score -1.113636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90148 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -11136352.000000 Penalty: 3728.866699
	Iteration 127Q: 3 clusters Score -1.113635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90178 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -11136343.000000 Penalty: 3728.866699
	Iteration 128Q: 3 clusters Score -1.113634e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90209 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -11136324.000000 Penalty: 3728.866699
	Iteration 129Q: 3 clusters Score -1.113632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -11136308.000000 Penalty: 3728.866699
	Iteration 130Q: 3 clusters Score -1.113631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -11136292.000000 Penalty: 3728.866699
	Iteration 131Q: 3 clusters Score -1.113629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -11136291.000000 Penalty: 3728.866699
	Iteration 132Q: 3 clusters Score -1.113629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90288 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -11136280.000000 Penalty: 3728.866699
	Iteration 133Q: 3 clusters Score -1.113628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90316 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -11136257.000000 Penalty: 3728.866699
	Iteration 134Q: 3 clusters Score -1.113626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -11136246.000000 Penalty: 3728.866699
	Iteration 135Q: 3 clusters Score -1.113625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -11136239.000000 Penalty: 3728.866699
	Iteration 136Q: 3 clusters Score -1.113624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90370 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -11136244.000000 Penalty: 3728.866699
	Iteration 137Q: 3 clusters Score -1.113624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90392 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -11136219.000000 Penalty: 3728.866699
	Iteration 138Q: 3 clusters Score -1.113622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90411 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -11136221.000000 Penalty: 3728.866699
	Iteration 139Q: 3 clusters Score -1.113622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90420 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -11136238.000000 Penalty: 3728.866699
	Iteration 140F: 3 clusters Score -1.113624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90426 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -11136239.000000 Penalty: 3728.866699
	Iteration 141Q: 3 clusters Score -1.113624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90427 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -11136231.000000 Penalty: 3728.866699
	Iteration 142Q: 3 clusters Score -1.113623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90429 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -11136229.000000 Penalty: 3728.866699
	Iteration 143Q: 3 clusters Score -1.113623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90431 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -11136224.000000 Penalty: 3728.866699
	Iteration 144Q: 3 clusters Score -1.113622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90432 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -11136229.000000 Penalty: 3728.866699
	Iteration 145Q: 3 clusters Score -1.113623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90432 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -11136229.000000 Penalty: 3728.866699
	Iteration 146F: 3 clusters Score -1.113623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 45107 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 14503 members 
Mstep: Class 5 contains 68924 members 
Mstep: Class 6 contains 21368 members 
Mstep: Class 7 contains 16940 members 
Mstep: Class 8 contains 72054 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 685 members 
Mstep: Class 11 contains 48359 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 86893 members 
Mstep: Class 14 contains 126491 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 16 contains 91327 members 
Mstep: Class 17 contains 90432 members 
Mstep: Class 18 contains 12618 members 
Mstep: Class 19 contains 228 members 
Mstep: Class 20 contains 15500 members 
Mstep: Class 21 contains 153844 members 
Mstep: Class 22 contains 2851 members 
Mstep: Class 23 contains 5822 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 5696 members 
Entering Unmasked Estep 
Score: -102072568.000000 Penalty: 55745.789062
Splitting cluster 17 changes total score from -102052616.000000 to -102072568.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (12618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Entering Unmasked Estep 
Score: -1439273.750000 Penalty: 1534.467896
	Iteration 0F: 2 clusters Score -1439274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1430413.125000 Penalty: 3068.935791
	Iteration 0F: 3 clusters Score -1430413 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1433368.500000 Penalty: 3068.935791
	Iteration 1F: 3 clusters Score -1433368 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1433712.625000 Penalty: 3068.935791
	Iteration 2F: 3 clusters Score -1433713 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1434153.250000 Penalty: 3068.935791
	Iteration 3F: 3 clusters Score -1434153 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1434752.000000 Penalty: 3068.935791
	Iteration 4F: 3 clusters Score -1434752 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1435442.500000 Penalty: 3068.935791
	Iteration 5F: 3 clusters Score -1435442 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1436193.625000 Penalty: 3068.935791
	Iteration 6F: 3 clusters Score -1436194 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1436842.375000 Penalty: 3068.935791
	Iteration 7F: 3 clusters Score -1436842 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1437298.625000 Penalty: 3068.935791
	Iteration 8Q: 3 clusters Score -1437299 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1437601.250000 Penalty: 3068.935791
	Iteration 9Q: 3 clusters Score -1437601 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1437766.000000 Penalty: 3068.935791
	Iteration 10Q: 3 clusters Score -1437766 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1437854.125000 Penalty: 3068.935791
	Iteration 11Q: 3 clusters Score -1437854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1437905.250000 Penalty: 3068.935791
	Iteration 12Q: 3 clusters Score -1437905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1437935.625000 Penalty: 3068.935791
	Iteration 13Q: 3 clusters Score -1437936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1437949.250000 Penalty: 3068.935791
	Iteration 14Q: 3 clusters Score -1437949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1437967.250000 Penalty: 3068.935791
	Iteration 15Q: 3 clusters Score -1437967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1437975.625000 Penalty: 3068.935791
	Iteration 16Q: 3 clusters Score -1437976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1437981.625000 Penalty: 3068.935791
	Iteration 17Q: 3 clusters Score -1437982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1437987.250000 Penalty: 3068.935791
	Iteration 18Q: 3 clusters Score -1437987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1437989.000000 Penalty: 3068.935791
	Iteration 19Q: 3 clusters Score -1437989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1437990.000000 Penalty: 3068.935791
	Iteration 20F: 3 clusters Score -1437990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1437996.125000 Penalty: 3068.935791
	Iteration 21Q: 3 clusters Score -1437996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1437996.000000 Penalty: 3068.935791
	Iteration 22Q: 3 clusters Score -1437996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1437996.000000 Penalty: 3068.935791
	Iteration 23F: 3 clusters Score -1437996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Entering Unmasked Estep 
Score: -1778592.250000 Penalty: 1567.896606
	Iteration 0F: 2 clusters Score -1778592 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 7768 members 
Entering Unmasked Estep 
Score: -1767963.375000 Penalty: 3135.793213
	Iteration 0F: 3 clusters Score -1767963 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1771613.625000 Penalty: 3135.793213
	Iteration 1F: 3 clusters Score -1771614 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1771888.750000 Penalty: 3135.793213
	Iteration 2Q: 3 clusters Score -1771889 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1772087.125000 Penalty: 3135.793213
	Iteration 3Q: 3 clusters Score -1772087 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1772312.250000 Penalty: 3135.793213
	Iteration 4Q: 3 clusters Score -1772312 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1772585.375000 Penalty: 3135.793213
	Iteration 5Q: 3 clusters Score -1772585 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1772913.000000 Penalty: 3135.793213
	Iteration 6Q: 3 clusters Score -1772913 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1773352.875000 Penalty: 3135.793213
	Iteration 7Q: 3 clusters Score -1773353 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1774048.250000 Penalty: 3135.793213
	Iteration 8F: 3 clusters Score -1774048 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1774984.125000 Penalty: 3135.793213
	Iteration 9F: 3 clusters Score -1774984 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1775990.000000 Penalty: 3135.793213
	Iteration 10F: 3 clusters Score -1775990 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1776733.625000 Penalty: 3135.793213
	Iteration 11F: 3 clusters Score -1776734 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1777157.375000 Penalty: 3135.793213
	Iteration 12Q: 3 clusters Score -1777157 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1777389.000000 Penalty: 3135.793213
	Iteration 13Q: 3 clusters Score -1777389 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1777546.750000 Penalty: 3135.793213
	Iteration 14Q: 3 clusters Score -1777547 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1777695.750000 Penalty: 3135.793213
	Iteration 15Q: 3 clusters Score -1777696 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1777856.125000 Penalty: 3135.793213
	Iteration 16Q: 3 clusters Score -1777856 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1778003.375000 Penalty: 3135.793213
	Iteration 17Q: 3 clusters Score -1778003 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1778197.250000 Penalty: 3135.793213
	Iteration 18Q: 3 clusters Score -1778197 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1778412.625000 Penalty: 3135.793213
	Iteration 19Q: 3 clusters Score -1778413 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1778632.125000 Penalty: 3135.793213
	Iteration 20F: 3 clusters Score -1778632 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1778819.000000 Penalty: 3135.793213
	Iteration 21Q: 3 clusters Score -1778819 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1778964.500000 Penalty: 3135.793213
	Iteration 22Q: 3 clusters Score -1778964 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1779056.375000 Penalty: 3135.793213
	Iteration 23Q: 3 clusters Score -1779056 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1779109.625000 Penalty: 3135.793213
	Iteration 24Q: 3 clusters Score -1779110 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1779156.000000 Penalty: 3135.793213
	Iteration 25Q: 3 clusters Score -1779156 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1779177.875000 Penalty: 3135.793213
	Iteration 26Q: 3 clusters Score -1779178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1779191.875000 Penalty: 3135.793213
	Iteration 27Q: 3 clusters Score -1779192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1779207.250000 Penalty: 3135.793213
	Iteration 28Q: 3 clusters Score -1779207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1779209.375000 Penalty: 3135.793213
	Iteration 29Q: 3 clusters Score -1779209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1779217.125000 Penalty: 3135.793213
	Iteration 30Q: 3 clusters Score -1779217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1779217.750000 Penalty: 3135.793213
	Iteration 31Q: 3 clusters Score -1779218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1779223.375000 Penalty: 3135.793213
	Iteration 32Q: 3 clusters Score -1779223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1779220.625000 Penalty: 3135.793213
	Iteration 33Q: 3 clusters Score -1779221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1779215.875000 Penalty: 3135.793213
	Iteration 34Q: 3 clusters Score -1779216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1779218.375000 Penalty: 3135.793213
	Iteration 35Q: 3 clusters Score -1779218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1779218.375000 Penalty: 3135.793213
	Iteration 36F: 3 clusters Score -1779218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 45107 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 14503 members 
Mstep: Class 5 contains 68924 members 
Mstep: Class 6 contains 21368 members 
Mstep: Class 7 contains 16940 members 
Mstep: Class 8 contains 72054 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 685 members 
Mstep: Class 11 contains 48359 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 86893 members 
Mstep: Class 14 contains 126491 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 16 contains 91327 members 
Mstep: Class 17 contains 90432 members 
Mstep: Class 18 contains 12618 members 
Mstep: Class 19 contains 228 members 
Mstep: Class 20 contains 8699 members 
Mstep: Class 21 contains 153844 members 
Mstep: Class 22 contains 2851 members 
Mstep: Class 23 contains 5822 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 5696 members 
Mstep: Class 26 contains 6801 members 
Entering Unmasked Estep 
Score: -102072696.000000 Penalty: 57975.621094
Splitting cluster 20 changes total score from -102052616.000000 to -102072696.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (153844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153844 members 
Entering Unmasked Estep 
Score: -17456538.000000 Penalty: 1940.850342
	Iteration 0F: 2 clusters Score -1.745654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 77172 members 
Entering Unmasked Estep 
Score: -17355020.000000 Penalty: 3881.700684
	Iteration 0F: 3 clusters Score -1.735502e+07 nChanged 73940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -17398492.000000 Penalty: 3881.700684
	Iteration 1F: 3 clusters Score -1.739849e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 84213 members 
Entering Unmasked Estep 
Score: -17399530.000000 Penalty: 3881.700684
	Iteration 2Q: 3 clusters Score -1.739953e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65046 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -17401518.000000 Penalty: 3881.700684
	Iteration 3Q: 3 clusters Score -1.740152e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 95634 members 
Entering Unmasked Estep 
Score: -17404862.000000 Penalty: 3881.700684
	Iteration 4Q: 3 clusters Score -1.740486e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 105287 members 
Entering Unmasked Estep 
Score: -17411248.000000 Penalty: 3881.700684
	Iteration 5F: 3 clusters Score -1.741125e+07 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 117494 members 
Entering Unmasked Estep 
Score: -17421334.000000 Penalty: 3881.700684
	Iteration 6F: 3 clusters Score -1.742133e+07 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 129853 members 
Entering Unmasked Estep 
Score: -17433114.000000 Penalty: 3881.700684
	Iteration 7F: 3 clusters Score -1.743311e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 139207 members 
Entering Unmasked Estep 
Score: -17442776.000000 Penalty: 3881.700684
	Iteration 8F: 3 clusters Score -1.744278e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 144670 members 
Entering Unmasked Estep 
Score: -17449008.000000 Penalty: 3881.700684
	Iteration 9Q: 3 clusters Score -1.744901e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 147850 members 
Entering Unmasked Estep 
Score: -17452028.000000 Penalty: 3881.700684
	Iteration 10Q: 3 clusters Score -1.745203e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 149711 members 
Entering Unmasked Estep 
Score: -17453740.000000 Penalty: 3881.700684
	Iteration 11Q: 3 clusters Score -1.745374e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 150825 members 
Entering Unmasked Estep 
Score: -17454606.000000 Penalty: 3881.700684
	Iteration 12Q: 3 clusters Score -1.745461e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 151496 members 
Entering Unmasked Estep 
Score: -17455108.000000 Penalty: 3881.700684
	Iteration 13Q: 3 clusters Score -1.745511e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 151961 members 
Entering Unmasked Estep 
Score: -17455348.000000 Penalty: 3881.700684
	Iteration 14Q: 3 clusters Score -1.745535e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 152281 members 
Entering Unmasked Estep 
Score: -17455438.000000 Penalty: 3881.700684
	Iteration 15Q: 3 clusters Score -1.745544e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 152508 members 
Entering Unmasked Estep 
Score: -17455436.000000 Penalty: 3881.700684
	Iteration 16Q: 3 clusters Score -1.745544e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 152651 members 
Entering Unmasked Estep 
Score: -17455498.000000 Penalty: 3881.700684
	Iteration 17Q: 3 clusters Score -1.74555e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 152744 members 
Entering Unmasked Estep 
Score: -17455444.000000 Penalty: 3881.700684
	Iteration 18Q: 3 clusters Score -1.745544e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 152805 members 
Entering Unmasked Estep 
Score: -17455436.000000 Penalty: 3881.700684
	Iteration 19Q: 3 clusters Score -1.745544e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 152851 members 
Entering Unmasked Estep 
Score: -17455420.000000 Penalty: 3881.700684
	Iteration 20F: 3 clusters Score -1.745542e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 152891 members 
Entering Unmasked Estep 
Score: -17455418.000000 Penalty: 3881.700684
	Iteration 21Q: 3 clusters Score -1.745542e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 152919 members 
Entering Unmasked Estep 
Score: -17455404.000000 Penalty: 3881.700684
	Iteration 22Q: 3 clusters Score -1.74554e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 152943 members 
Entering Unmasked Estep 
Score: -17455414.000000 Penalty: 3881.700684
	Iteration 23Q: 3 clusters Score -1.745541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 152962 members 
Entering Unmasked Estep 
Score: -17455434.000000 Penalty: 3881.700684
	Iteration 24Q: 3 clusters Score -1.745543e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 152986 members 
Entering Unmasked Estep 
Score: -17455430.000000 Penalty: 3881.700684
	Iteration 25Q: 3 clusters Score -1.745543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 152998 members 
Entering Unmasked Estep 
Score: -17455426.000000 Penalty: 3881.700684
	Iteration 26Q: 3 clusters Score -1.745543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 153010 members 
Entering Unmasked Estep 
Score: -17455434.000000 Penalty: 3881.700684
	Iteration 27Q: 3 clusters Score -1.745543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 153021 members 
Entering Unmasked Estep 
Score: -17455414.000000 Penalty: 3881.700684
	Iteration 28Q: 3 clusters Score -1.745541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 153033 members 
Entering Unmasked Estep 
Score: -17455400.000000 Penalty: 3881.700684
	Iteration 29Q: 3 clusters Score -1.74554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 153043 members 
Entering Unmasked Estep 
Score: -17455402.000000 Penalty: 3881.700684
	Iteration 30Q: 3 clusters Score -1.74554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 153053 members 
Entering Unmasked Estep 
Score: -17455428.000000 Penalty: 3881.700684
	Iteration 31Q: 3 clusters Score -1.745543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 153064 members 
Entering Unmasked Estep 
Score: -17455428.000000 Penalty: 3881.700684
	Iteration 32Q: 3 clusters Score -1.745543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 153071 members 
Entering Unmasked Estep 
Score: -17455426.000000 Penalty: 3881.700684
	Iteration 33Q: 3 clusters Score -1.745543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 153073 members 
Entering Unmasked Estep 
Score: -17455422.000000 Penalty: 3881.700684
	Iteration 34Q: 3 clusters Score -1.745542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 153076 members 
Entering Unmasked Estep 
Score: -17455432.000000 Penalty: 3881.700684
	Iteration 35Q: 3 clusters Score -1.745543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 153078 members 
Entering Unmasked Estep 
Score: -17455424.000000 Penalty: 3881.700684
	Iteration 36Q: 3 clusters Score -1.745542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 153081 members 
Entering Unmasked Estep 
Score: -17455424.000000 Penalty: 3881.700684
	Iteration 37Q: 3 clusters Score -1.745542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 153084 members 
Entering Unmasked Estep 
Score: -17455420.000000 Penalty: 3881.700684
	Iteration 38Q: 3 clusters Score -1.745542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 153091 members 
Entering Unmasked Estep 
Score: -17455420.000000 Penalty: 3881.700684
	Iteration 39Q: 3 clusters Score -1.745542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 153096 members 
Entering Unmasked Estep 
Score: -17455420.000000 Penalty: 3881.700684
	Iteration 40F: 3 clusters Score -1.745542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 153101 members 
Entering Unmasked Estep 
Score: -17455412.000000 Penalty: 3881.700684
	Iteration 41Q: 3 clusters Score -1.745541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 153106 members 
Entering Unmasked Estep 
Score: -17455428.000000 Penalty: 3881.700684
	Iteration 42Q: 3 clusters Score -1.745543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 153110 members 
Entering Unmasked Estep 
Score: -17455428.000000 Penalty: 3881.700684
	Iteration 43Q: 3 clusters Score -1.745543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 153114 members 
Entering Unmasked Estep 
Score: -17455422.000000 Penalty: 3881.700684
	Iteration 44Q: 3 clusters Score -1.745542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 153115 members 
Entering Unmasked Estep 
Score: -17455426.000000 Penalty: 3881.700684
	Iteration 45Q: 3 clusters Score -1.745543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 153117 members 
Entering Unmasked Estep 
Score: -17455426.000000 Penalty: 3881.700684
	Iteration 46Q: 3 clusters Score -1.745543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 153118 members 
Entering Unmasked Estep 
Score: -17455428.000000 Penalty: 3881.700684
	Iteration 47Q: 3 clusters Score -1.745543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 153120 members 
Entering Unmasked Estep 
Score: -17455424.000000 Penalty: 3881.700684
	Iteration 48Q: 3 clusters Score -1.745542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 153120 members 
Entering Unmasked Estep 
Score: -17455424.000000 Penalty: 3881.700684
	Iteration 49F: 3 clusters Score -1.745542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Entering Unmasked Estep 
Score: -672771.750000 Penalty: 1408.777344
	Iteration 0F: 2 clusters Score -672771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -668279.937500 Penalty: 2817.554688
	Iteration 0F: 3 clusters Score -668279.9 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -669659.500000 Penalty: 2817.554688
	Iteration 1F: 3 clusters Score -669659.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -669875.500000 Penalty: 2817.554688
	Iteration 2F: 3 clusters Score -669875.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -670027.125000 Penalty: 2817.554688
	Iteration 3Q: 3 clusters Score -670027.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -670175.000000 Penalty: 2817.554688
	Iteration 4Q: 3 clusters Score -670175 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -670339.562500 Penalty: 2817.554688
	Iteration 5Q: 3 clusters Score -670339.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -670483.125000 Penalty: 2817.554688
	Iteration 6Q: 3 clusters Score -670483.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -670626.812500 Penalty: 2817.554688
	Iteration 7Q: 3 clusters Score -670626.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -670789.375000 Penalty: 2817.554688
	Iteration 8Q: 3 clusters Score -670789.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -670922.312500 Penalty: 2817.554688
	Iteration 9Q: 3 clusters Score -670922.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -671041.687500 Penalty: 2817.554688
	Iteration 10Q: 3 clusters Score -671041.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -671161.625000 Penalty: 2817.554688
	Iteration 11Q: 3 clusters Score -671161.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -671243.437500 Penalty: 2817.554688
	Iteration 12Q: 3 clusters Score -671243.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -671324.312500 Penalty: 2817.554688
	Iteration 13Q: 3 clusters Score -671324.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -671397.187500 Penalty: 2817.554688
	Iteration 14Q: 3 clusters Score -671397.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -671441.625000 Penalty: 2817.554688
	Iteration 15Q: 3 clusters Score -671441.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -671465.750000 Penalty: 2817.554688
	Iteration 16Q: 3 clusters Score -671465.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -671484.812500 Penalty: 2817.554688
	Iteration 17Q: 3 clusters Score -671484.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -671503.000000 Penalty: 2817.554688
	Iteration 18Q: 3 clusters Score -671503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -671512.625000 Penalty: 2817.554688
	Iteration 19Q: 3 clusters Score -671512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -671518.937500 Penalty: 2817.554688
	Iteration 20F: 3 clusters Score -671518.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -671529.875000 Penalty: 2817.554688
	Iteration 21Q: 3 clusters Score -671529.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -671541.312500 Penalty: 2817.554688
	Iteration 22Q: 3 clusters Score -671541.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -671549.937500 Penalty: 2817.554688
	Iteration 23Q: 3 clusters Score -671549.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -671557.312500 Penalty: 2817.554688
	Iteration 24Q: 3 clusters Score -671557.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -671564.500000 Penalty: 2817.554688
	Iteration 25Q: 3 clusters Score -671564.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -671573.562500 Penalty: 2817.554688
	Iteration 26Q: 3 clusters Score -671573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -671580.812500 Penalty: 2817.554688
	Iteration 27Q: 3 clusters Score -671580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -671582.375000 Penalty: 2817.554688
	Iteration 28Q: 3 clusters Score -671582.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -671585.187500 Penalty: 2817.554688
	Iteration 29Q: 3 clusters Score -671585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -671586.687500 Penalty: 2817.554688
	Iteration 30Q: 3 clusters Score -671586.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -671588.937500 Penalty: 2817.554688
	Iteration 31Q: 3 clusters Score -671588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -671588.937500 Penalty: 2817.554688
	Iteration 32F: 3 clusters Score -671588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 45107 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 14503 members 
Mstep: Class 5 contains 68924 members 
Mstep: Class 6 contains 21368 members 
Mstep: Class 7 contains 16940 members 
Mstep: Class 8 contains 72054 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 685 members 
Mstep: Class 11 contains 48359 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 86893 members 
Mstep: Class 14 contains 126491 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 17 contains 90432 members 
Mstep: Class 18 contains 12618 members 
Mstep: Class 20 contains 8699 members 
Mstep: Class 21 contains 153844 members 
Mstep: Class 23 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2042.073730 but Gain 2229.832031
Score: -102077184.000000 Penalty: 55745.789062
Iteration 79Q: 26 clusters Score -1.020772e+08 nChanged 12713
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 45069 members 
Mstep: Class 3 contains 3438 members 
Mstep: Class 4 contains 14463 members 
Mstep: Class 5 contains 70991 members 
Mstep: Class 6 contains 21396 members 
Mstep: Class 7 contains 17153 members 
Mstep: Class 8 contains 72607 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 751 members 
Mstep: Class 11 contains 48512 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 85089 members 
Mstep: Class 14 contains 126477 members 
Mstep: Class 15 contains 4608 members 
Mstep: Class 16 contains 89991 members 
Mstep: Class 17 contains 91163 members 
Mstep: Class 18 contains 12626 members 
Mstep: Class 20 contains 8997 members 
Mstep: Class 21 contains 154071 members 
Mstep: Class 22 contains 2963 members 
Mstep: Class 23 contains 5890 members 
Mstep: Class 24 contains 5262 members 
Mstep: Class 25 contains 5652 members 
Mstep: Class 26 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102082216.000000 Penalty: 55745.789062
Iteration 80F: 26 clusters Score -1.020822e+08 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 45000 members 
Mstep: Class 3 contains 3442 members 
Mstep: Class 4 contains 14361 members 
Mstep: Class 5 contains 72491 members 
Mstep: Class 6 contains 21429 members 
Mstep: Class 7 contains 16569 members 
Mstep: Class 8 contains 72737 members 
Mstep: Class 9 contains 3584 members 
Mstep: Class 10 contains 777 members 
Mstep: Class 11 contains 48332 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 83255 members 
Mstep: Class 14 contains 126509 members 
Mstep: Class 15 contains 4603 members 
Mstep: Class 16 contains 92381 members 
Mstep: Class 17 contains 89578 members 
Mstep: Class 18 contains 12611 members 
Mstep: Class 20 contains 9318 members 
Mstep: Class 21 contains 153648 members 
Mstep: Class 22 contains 3045 members 
Mstep: Class 23 contains 5844 members 
Mstep: Class 24 contains 5579 members 
Mstep: Class 25 contains 5796 members 
Mstep: Class 26 contains 6223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102084856.000000 Penalty: 55745.789062
Iteration 81Q: 26 clusters Score -1.020849e+08 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 44867 members 
Mstep: Class 3 contains 3446 members 
Mstep: Class 4 contains 14283 members 
Mstep: Class 5 contains 74351 members 
Mstep: Class 6 contains 21437 members 
Mstep: Class 7 contains 16187 members 
Mstep: Class 8 contains 72950 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 48184 members 
Mstep: Class 12 contains 421 members 
Mstep: Class 13 contains 81381 members 
Mstep: Class 14 contains 126484 members 
Mstep: Class 15 contains 4609 members 
Mstep: Class 16 contains 94479 members 
Mstep: Class 17 contains 87979 members 
Mstep: Class 18 contains 12608 members 
Mstep: Class 20 contains 9628 members 
Mstep: Class 21 contains 153359 members 
Mstep: Class 22 contains 3136 members 
Mstep: Class 23 contains 5807 members 
Mstep: Class 24 contains 5672 members 
Mstep: Class 25 contains 5834 members 
Mstep: Class 26 contains 6344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086344.000000 Penalty: 55745.789062
Iteration 82Q: 26 clusters Score -1.020863e+08 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 44726 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 4 contains 14166 members 
Mstep: Class 5 contains 76415 members 
Mstep: Class 6 contains 21446 members 
Mstep: Class 7 contains 15909 members 
Mstep: Class 8 contains 73225 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 48030 members 
Mstep: Class 12 contains 418 members 
Mstep: Class 13 contains 79267 members 
Mstep: Class 14 contains 126478 members 
Mstep: Class 15 contains 4607 members 
Mstep: Class 16 contains 96713 members 
Mstep: Class 17 contains 86220 members 
Mstep: Class 18 contains 12608 members 
Mstep: Class 20 contains 9890 members 
Mstep: Class 21 contains 153247 members 
Mstep: Class 22 contains 3217 members 
Mstep: Class 23 contains 5779 members 
Mstep: Class 24 contains 5688 members 
Mstep: Class 25 contains 5839 members 
Mstep: Class 26 contains 6432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087288.000000 Penalty: 55745.789062
Iteration 83Q: 26 clusters Score -1.020873e+08 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 44592 members 
Mstep: Class 3 contains 3442 members 
Mstep: Class 4 contains 14027 members 
Mstep: Class 5 contains 78720 members 
Mstep: Class 6 contains 21454 members 
Mstep: Class 7 contains 15697 members 
Mstep: Class 8 contains 73552 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 47917 members 
Mstep: Class 12 contains 420 members 
Mstep: Class 13 contains 76648 members 
Mstep: Class 14 contains 126541 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 99205 members 
Mstep: Class 17 contains 84437 members 
Mstep: Class 18 contains 12608 members 
Mstep: Class 20 contains 10109 members 
Mstep: Class 21 contains 153086 members 
Mstep: Class 22 contains 3278 members 
Mstep: Class 23 contains 5751 members 
Mstep: Class 24 contains 5647 members 
Mstep: Class 25 contains 5837 members 
Mstep: Class 26 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087432.000000 Penalty: 55745.789062
Iteration 84Q: 26 clusters Score -1.020874e+08 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 44466 members 
Mstep: Class 3 contains 3436 members 
Mstep: Class 4 contains 13880 members 
Mstep: Class 5 contains 81328 members 
Mstep: Class 6 contains 21463 members 
Mstep: Class 7 contains 15530 members 
Mstep: Class 8 contains 73851 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 833 members 
Mstep: Class 11 contains 47835 members 
Mstep: Class 12 contains 420 members 
Mstep: Class 13 contains 73474 members 
Mstep: Class 14 contains 126617 members 
Mstep: Class 15 contains 4602 members 
Mstep: Class 16 contains 101876 members 
Mstep: Class 17 contains 82618 members 
Mstep: Class 18 contains 12608 members 
Mstep: Class 20 contains 10301 members 
Mstep: Class 21 contains 152920 members 
Mstep: Class 22 contains 3344 members 
Mstep: Class 23 contains 5729 members 
Mstep: Class 24 contains 5633 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 6631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086992.000000 Penalty: 55745.789062
Iteration 85Q: 26 clusters Score -1.02087e+08 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 44341 members 
Mstep: Class 3 contains 3435 members 
Mstep: Class 4 contains 13732 members 
Mstep: Class 5 contains 83578 members 
Mstep: Class 6 contains 21470 members 
Mstep: Class 7 contains 15420 members 
Mstep: Class 8 contains 74148 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 836 members 
Mstep: Class 11 contains 47744 members 
Mstep: Class 12 contains 421 members 
Mstep: Class 13 contains 70756 members 
Mstep: Class 14 contains 126703 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 104139 members 
Mstep: Class 17 contains 80947 members 
Mstep: Class 18 contains 12592 members 
Mstep: Class 20 contains 10479 members 
Mstep: Class 21 contains 152809 members 
Mstep: Class 22 contains 3406 members 
Mstep: Class 23 contains 5707 members 
Mstep: Class 24 contains 5681 members 
Mstep: Class 25 contains 5889 members 
Mstep: Class 26 contains 6698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087424.000000 Penalty: 55745.789062
Iteration 86Q: 26 clusters Score -1.020874e+08 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 44220 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 4 contains 13573 members 
Mstep: Class 5 contains 85335 members 
Mstep: Class 6 contains 21474 members 
Mstep: Class 7 contains 15347 members 
Mstep: Class 8 contains 74459 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 47679 members 
Mstep: Class 12 contains 419 members 
Mstep: Class 13 contains 68443 members 
Mstep: Class 14 contains 126842 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 16 contains 106020 members 
Mstep: Class 17 contains 79598 members 
Mstep: Class 18 contains 12567 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 152700 members 
Mstep: Class 22 contains 3450 members 
Mstep: Class 23 contains 5697 members 
Mstep: Class 24 contains 5770 members 
Mstep: Class 25 contains 5957 members 
Mstep: Class 26 contains 6744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087504.000000 Penalty: 55745.789062
Iteration 87Q: 26 clusters Score -1.020875e+08 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 44097 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 13395 members 
Mstep: Class 5 contains 86796 members 
Mstep: Class 6 contains 21478 members 
Mstep: Class 7 contains 15285 members 
Mstep: Class 8 contains 74785 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 47623 members 
Mstep: Class 12 contains 418 members 
Mstep: Class 13 contains 66392 members 
Mstep: Class 14 contains 127000 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 107618 members 
Mstep: Class 17 contains 78532 members 
Mstep: Class 18 contains 12553 members 
Mstep: Class 20 contains 10795 members 
Mstep: Class 21 contains 152598 members 
Mstep: Class 22 contains 3494 members 
Mstep: Class 23 contains 5697 members 
Mstep: Class 24 contains 5892 members 
Mstep: Class 25 contains 6021 members 
Mstep: Class 26 contains 6780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087160.000000 Penalty: 55745.789062
Iteration 88Q: 26 clusters Score -1.020872e+08 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 43978 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 13187 members 
Mstep: Class 5 contains 88159 members 
Mstep: Class 6 contains 21485 members 
Mstep: Class 7 contains 15235 members 
Mstep: Class 8 contains 75137 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 47569 members 
Mstep: Class 12 contains 418 members 
Mstep: Class 13 contains 64453 members 
Mstep: Class 14 contains 127279 members 
Mstep: Class 15 contains 4592 members 
Mstep: Class 16 contains 109013 members 
Mstep: Class 17 contains 77606 members 
Mstep: Class 18 contains 12539 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 21 contains 152424 members 
Mstep: Class 22 contains 3538 members 
Mstep: Class 23 contains 5701 members 
Mstep: Class 24 contains 6014 members 
Mstep: Class 25 contains 6096 members 
Mstep: Class 26 contains 6815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086776.000000 Penalty: 55745.789062
Iteration 89Q: 26 clusters Score -1.020868e+08 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 43851 members 
Mstep: Class 3 contains 3425 members 
Mstep: Class 4 contains 12999 members 
Mstep: Class 5 contains 89398 members 
Mstep: Class 6 contains 21458 members 
Mstep: Class 7 contains 15192 members 
Mstep: Class 8 contains 75499 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 47501 members 
Mstep: Class 12 contains 416 members 
Mstep: Class 13 contains 62632 members 
Mstep: Class 14 contains 127577 members 
Mstep: Class 15 contains 4584 members 
Mstep: Class 16 contains 110375 members 
Mstep: Class 17 contains 76714 members 
Mstep: Class 18 contains 12519 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 152309 members 
Mstep: Class 22 contains 3571 members 
Mstep: Class 23 contains 5687 members 
Mstep: Class 24 contains 6106 members 
Mstep: Class 25 contains 6177 members 
Mstep: Class 26 contains 6841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086768.000000 Penalty: 55745.789062
Iteration 90Q: 26 clusters Score -1.020868e+08 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 43728 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 12751 members 
Mstep: Class 5 contains 90532 members 
Mstep: Class 6 contains 21447 members 
Mstep: Class 7 contains 15150 members 
Mstep: Class 8 contains 75849 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 47444 members 
Mstep: Class 12 contains 415 members 
Mstep: Class 13 contains 60960 members 
Mstep: Class 14 contains 127946 members 
Mstep: Class 15 contains 4573 members 
Mstep: Class 16 contains 111667 members 
Mstep: Class 17 contains 75845 members 
Mstep: Class 18 contains 12484 members 
Mstep: Class 20 contains 11138 members 
Mstep: Class 21 contains 152178 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 5680 members 
Mstep: Class 24 contains 6190 members 
Mstep: Class 25 contains 6253 members 
Mstep: Class 26 contains 6873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087176.000000 Penalty: 55745.789062
Iteration 91Q: 26 clusters Score -1.020872e+08 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 43611 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 12537 members 
Mstep: Class 5 contains 91460 members 
Mstep: Class 6 contains 21419 members 
Mstep: Class 7 contains 15113 members 
Mstep: Class 8 contains 76149 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 47405 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 59577 members 
Mstep: Class 14 contains 128248 members 
Mstep: Class 15 contains 4558 members 
Mstep: Class 16 contains 112855 members 
Mstep: Class 17 contains 75049 members 
Mstep: Class 18 contains 12461 members 
Mstep: Class 20 contains 11228 members 
Mstep: Class 21 contains 152096 members 
Mstep: Class 22 contains 3630 members 
Mstep: Class 23 contains 5676 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 6312 members 
Mstep: Class 26 contains 6893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087008.000000 Penalty: 55745.789062
Iteration 92Q: 26 clusters Score -1.02087e+08 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 43493 members 
Mstep: Class 3 contains 3419 members 
Mstep: Class 4 contains 12313 members 
Mstep: Class 5 contains 92274 members 
Mstep: Class 6 contains 21414 members 
Mstep: Class 7 contains 15083 members 
Mstep: Class 8 contains 76480 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 846 members 
Mstep: Class 11 contains 47367 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 58305 members 
Mstep: Class 14 contains 128617 members 
Mstep: Class 15 contains 4541 members 
Mstep: Class 16 contains 114005 members 
Mstep: Class 17 contains 74318 members 
Mstep: Class 18 contains 12443 members 
Mstep: Class 20 contains 11324 members 
Mstep: Class 21 contains 151896 members 
Mstep: Class 22 contains 3654 members 
Mstep: Class 23 contains 5672 members 
Mstep: Class 24 contains 6302 members 
Mstep: Class 25 contains 6355 members 
Mstep: Class 26 contains 6925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086896.000000 Penalty: 55745.789062
Iteration 93Q: 26 clusters Score -1.020869e+08 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 43389 members 
Mstep: Class 3 contains 3415 members 
Mstep: Class 4 contains 12089 members 
Mstep: Class 5 contains 92966 members 
Mstep: Class 6 contains 21403 members 
Mstep: Class 7 contains 15051 members 
Mstep: Class 8 contains 76801 members 
Mstep: Class 9 contains 3580 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 47330 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 57077 members 
Mstep: Class 14 contains 128969 members 
Mstep: Class 15 contains 4528 members 
Mstep: Class 16 contains 115210 members 
Mstep: Class 17 contains 73618 members 
Mstep: Class 18 contains 12424 members 
Mstep: Class 20 contains 11392 members 
Mstep: Class 21 contains 151752 members 
Mstep: Class 22 contains 3668 members 
Mstep: Class 23 contains 5671 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 6392 members 
Mstep: Class 26 contains 6963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086912.000000 Penalty: 55745.789062
Iteration 94Q: 26 clusters Score -1.020869e+08 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 43284 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 11879 members 
Mstep: Class 5 contains 93572 members 
Mstep: Class 6 contains 21385 members 
Mstep: Class 7 contains 15035 members 
Mstep: Class 8 contains 77117 members 
Mstep: Class 9 contains 3573 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 47277 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 56005 members 
Mstep: Class 14 contains 129367 members 
Mstep: Class 15 contains 4515 members 
Mstep: Class 16 contains 116314 members 
Mstep: Class 17 contains 72928 members 
Mstep: Class 18 contains 12392 members 
Mstep: Class 20 contains 11453 members 
Mstep: Class 21 contains 151615 members 
Mstep: Class 22 contains 3682 members 
Mstep: Class 23 contains 5671 members 
Mstep: Class 24 contains 6383 members 
Mstep: Class 25 contains 6438 members 
Mstep: Class 26 contains 6991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086576.000000 Penalty: 55745.789062
Iteration 95Q: 26 clusters Score -1.020866e+08 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 43190 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 11667 members 
Mstep: Class 5 contains 93871 members 
Mstep: Class 6 contains 21370 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 77469 members 
Mstep: Class 9 contains 3570 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 47234 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 55118 members 
Mstep: Class 14 contains 129802 members 
Mstep: Class 15 contains 4498 members 
Mstep: Class 16 contains 117396 members 
Mstep: Class 17 contains 72371 members 
Mstep: Class 18 contains 12351 members 
Mstep: Class 20 contains 11521 members 
Mstep: Class 21 contains 151430 members 
Mstep: Class 22 contains 3693 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 6412 members 
Mstep: Class 25 contains 6485 members 
Mstep: Class 26 contains 7005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086696.000000 Penalty: 55745.789062
Iteration 96Q: 26 clusters Score -1.020867e+08 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 43123 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 11461 members 
Mstep: Class 5 contains 93987 members 
Mstep: Class 6 contains 21334 members 
Mstep: Class 7 contains 14996 members 
Mstep: Class 8 contains 77785 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 848 members 
Mstep: Class 11 contains 47177 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 54362 members 
Mstep: Class 14 contains 130199 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 118447 members 
Mstep: Class 17 contains 71909 members 
Mstep: Class 18 contains 12316 members 
Mstep: Class 20 contains 11589 members 
Mstep: Class 21 contains 151264 members 
Mstep: Class 22 contains 3701 members 
Mstep: Class 23 contains 5673 members 
Mstep: Class 24 contains 6428 members 
Mstep: Class 25 contains 6533 members 
Mstep: Class 26 contains 7012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086776.000000 Penalty: 55745.789062
Iteration 97Q: 26 clusters Score -1.020868e+08 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 43051 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 11227 members 
Mstep: Class 5 contains 94091 members 
Mstep: Class 6 contains 21308 members 
Mstep: Class 7 contains 14980 members 
Mstep: Class 8 contains 78071 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 848 members 
Mstep: Class 11 contains 47112 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 53616 members 
Mstep: Class 14 contains 130599 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 119455 members 
Mstep: Class 17 contains 71513 members 
Mstep: Class 18 contains 12284 members 
Mstep: Class 20 contains 11641 members 
Mstep: Class 21 contains 151127 members 
Mstep: Class 22 contains 3710 members 
Mstep: Class 23 contains 5676 members 
Mstep: Class 24 contains 6449 members 
Mstep: Class 25 contains 6558 members 
Mstep: Class 26 contains 7026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086576.000000 Penalty: 55745.789062
Iteration 98Q: 26 clusters Score -1.020866e+08 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 42983 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 10975 members 
Mstep: Class 5 contains 94102 members 
Mstep: Class 6 contains 21275 members 
Mstep: Class 7 contains 14982 members 
Mstep: Class 8 contains 78326 members 
Mstep: Class 9 contains 3565 members 
Mstep: Class 10 contains 849 members 
Mstep: Class 11 contains 47055 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 52927 members 
Mstep: Class 14 contains 131012 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 120374 members 
Mstep: Class 17 contains 71216 members 
Mstep: Class 18 contains 12266 members 
Mstep: Class 20 contains 11703 members 
Mstep: Class 21 contains 150978 members 
Mstep: Class 22 contains 3715 members 
Mstep: Class 23 contains 5682 members 
Mstep: Class 24 contains 6448 members 
Mstep: Class 25 contains 6600 members 
Mstep: Class 26 contains 7049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086752.000000 Penalty: 55745.789062
Iteration 99Q: 26 clusters Score -1.020868e+08 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 42902 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 10730 members 
Mstep: Class 5 contains 94012 members 
Mstep: Class 6 contains 21238 members 
Mstep: Class 7 contains 14981 members 
Mstep: Class 8 contains 78555 members 
Mstep: Class 9 contains 3565 members 
Mstep: Class 10 contains 850 members 
Mstep: Class 11 contains 47002 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 52282 members 
Mstep: Class 14 contains 131428 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 121268 members 
Mstep: Class 17 contains 71013 members 
Mstep: Class 18 contains 12238 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 150823 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 5682 members 
Mstep: Class 24 contains 6450 members 
Mstep: Class 25 contains 6657 members 
Mstep: Class 26 contains 7087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087304.000000 Penalty: 55745.789062
Iteration 100F: 26 clusters Score -1.020873e+08 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 42836 members 
Mstep: Class 3 contains 3425 members 
Mstep: Class 4 contains 10493 members 
Mstep: Class 5 contains 94317 members 
Mstep: Class 6 contains 21203 members 
Mstep: Class 7 contains 14982 members 
Mstep: Class 8 contains 78781 members 
Mstep: Class 9 contains 3562 members 
Mstep: Class 10 contains 855 members 
Mstep: Class 11 contains 46963 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 51135 members 
Mstep: Class 14 contains 131814 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 122176 members 
Mstep: Class 17 contains 70871 members 
Mstep: Class 18 contains 12223 members 
Mstep: Class 20 contains 11815 members 
Mstep: Class 21 contains 150680 members 
Mstep: Class 22 contains 3718 members 
Mstep: Class 23 contains 5686 members 
Mstep: Class 24 contains 6471 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087840.000000 Penalty: 55745.789062
Iteration 101Q: 26 clusters Score -1.020878e+08 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 42740 members 
Mstep: Class 3 contains 3430 members 
Mstep: Class 4 contains 10252 members 
Mstep: Class 5 contains 94571 members 
Mstep: Class 6 contains 21177 members 
Mstep: Class 7 contains 14975 members 
Mstep: Class 8 contains 78974 members 
Mstep: Class 9 contains 3562 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46932 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 50088 members 
Mstep: Class 14 contains 132225 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 123014 members 
Mstep: Class 17 contains 70770 members 
Mstep: Class 18 contains 12200 members 
Mstep: Class 20 contains 11875 members 
Mstep: Class 21 contains 150517 members 
Mstep: Class 22 contains 3725 members 
Mstep: Class 23 contains 5688 members 
Mstep: Class 24 contains 6496 members 
Mstep: Class 25 contains 6767 members 
Mstep: Class 26 contains 7156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087656.000000 Penalty: 55745.789062
Iteration 102Q: 26 clusters Score -1.020877e+08 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 42668 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 4 contains 10009 members 
Mstep: Class 5 contains 94811 members 
Mstep: Class 6 contains 21148 members 
Mstep: Class 7 contains 14989 members 
Mstep: Class 8 contains 79170 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 863 members 
Mstep: Class 11 contains 46915 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 49108 members 
Mstep: Class 14 contains 132613 members 
Mstep: Class 15 contains 4415 members 
Mstep: Class 16 contains 123749 members 
Mstep: Class 17 contains 70699 members 
Mstep: Class 18 contains 12188 members 
Mstep: Class 20 contains 11930 members 
Mstep: Class 21 contains 150334 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5688 members 
Mstep: Class 24 contains 6520 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 7196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088128.000000 Penalty: 55745.789062
Iteration 103Q: 26 clusters Score -1.020881e+08 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 42611 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 4 contains 9737 members 
Mstep: Class 5 contains 95064 members 
Mstep: Class 6 contains 21124 members 
Mstep: Class 7 contains 14990 members 
Mstep: Class 8 contains 79376 members 
Mstep: Class 9 contains 3557 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 46911 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 48162 members 
Mstep: Class 14 contains 133034 members 
Mstep: Class 15 contains 4399 members 
Mstep: Class 16 contains 124409 members 
Mstep: Class 17 contains 70667 members 
Mstep: Class 18 contains 12185 members 
Mstep: Class 20 contains 11969 members 
Mstep: Class 21 contains 150128 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 5684 members 
Mstep: Class 24 contains 6549 members 
Mstep: Class 25 contains 6866 members 
Mstep: Class 26 contains 7239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088568.000000 Penalty: 55745.789062
Iteration 104Q: 26 clusters Score -1.020886e+08 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 42562 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 4 contains 9464 members 
Mstep: Class 5 contains 95269 members 
Mstep: Class 6 contains 21098 members 
Mstep: Class 7 contains 14996 members 
Mstep: Class 8 contains 79553 members 
Mstep: Class 9 contains 3556 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 46902 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 47249 members 
Mstep: Class 14 contains 133454 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 125073 members 
Mstep: Class 17 contains 70677 members 
Mstep: Class 18 contains 12172 members 
Mstep: Class 20 contains 12026 members 
Mstep: Class 21 contains 149898 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 5672 members 
Mstep: Class 24 contains 6570 members 
Mstep: Class 25 contains 6907 members 
Mstep: Class 26 contains 7293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088688.000000 Penalty: 55745.789062
Iteration 105Q: 26 clusters Score -1.020887e+08 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 42542 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 9182 members 
Mstep: Class 5 contains 95429 members 
Mstep: Class 6 contains 21057 members 
Mstep: Class 7 contains 15006 members 
Mstep: Class 8 contains 79729 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 872 members 
Mstep: Class 11 contains 46886 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 46363 members 
Mstep: Class 14 contains 133915 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 125704 members 
Mstep: Class 17 contains 70718 members 
Mstep: Class 18 contains 12150 members 
Mstep: Class 20 contains 12077 members 
Mstep: Class 21 contains 149620 members 
Mstep: Class 22 contains 3750 members 
Mstep: Class 23 contains 5670 members 
Mstep: Class 24 contains 6599 members 
Mstep: Class 25 contains 6943 members 
Mstep: Class 26 contains 7356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088416.000000 Penalty: 55745.789062
Iteration 106Q: 26 clusters Score -1.020884e+08 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 42500 members 
Mstep: Class 3 contains 3443 members 
Mstep: Class 4 contains 8906 members 
Mstep: Class 5 contains 95575 members 
Mstep: Class 6 contains 21005 members 
Mstep: Class 7 contains 15011 members 
Mstep: Class 8 contains 79893 members 
Mstep: Class 9 contains 3553 members 
Mstep: Class 10 contains 873 members 
Mstep: Class 11 contains 46871 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 45499 members 
Mstep: Class 14 contains 134363 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 126331 members 
Mstep: Class 17 contains 70754 members 
Mstep: Class 18 contains 12118 members 
Mstep: Class 20 contains 12134 members 
Mstep: Class 21 contains 149382 members 
Mstep: Class 22 contains 3751 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 6649 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 7421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088320.000000 Penalty: 55745.789062
Iteration 107Q: 26 clusters Score -1.020883e+08 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 42439 members 
Mstep: Class 3 contains 3446 members 
Mstep: Class 4 contains 8689 members 
Mstep: Class 5 contains 95700 members 
Mstep: Class 6 contains 20943 members 
Mstep: Class 7 contains 15012 members 
Mstep: Class 8 contains 80057 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 874 members 
Mstep: Class 11 contains 46858 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 44673 members 
Mstep: Class 14 contains 134706 members 
Mstep: Class 15 contains 4360 members 
Mstep: Class 16 contains 126961 members 
Mstep: Class 17 contains 70778 members 
Mstep: Class 18 contains 12105 members 
Mstep: Class 20 contains 12181 members 
Mstep: Class 21 contains 149232 members 
Mstep: Class 22 contains 3753 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 6675 members 
Mstep: Class 25 contains 7027 members 
Mstep: Class 26 contains 7491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088568.000000 Penalty: 55745.789062
Iteration 108Q: 26 clusters Score -1.020886e+08 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 42407 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 95784 members 
Mstep: Class 6 contains 20904 members 
Mstep: Class 7 contains 15008 members 
Mstep: Class 8 contains 80227 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 872 members 
Mstep: Class 11 contains 46868 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 43844 members 
Mstep: Class 14 contains 134992 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 16 contains 127602 members 
Mstep: Class 17 contains 70833 members 
Mstep: Class 18 contains 12084 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 149055 members 
Mstep: Class 22 contains 3751 members 
Mstep: Class 23 contains 5653 members 
Mstep: Class 24 contains 6699 members 
Mstep: Class 25 contains 7061 members 
Mstep: Class 26 contains 7546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088752.000000 Penalty: 55745.789062
Iteration 109Q: 26 clusters Score -1.020888e+08 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 42365 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 4 contains 8287 members 
Mstep: Class 5 contains 95868 members 
Mstep: Class 6 contains 20868 members 
Mstep: Class 7 contains 15002 members 
Mstep: Class 8 contains 80399 members 
Mstep: Class 9 contains 3551 members 
Mstep: Class 10 contains 873 members 
Mstep: Class 11 contains 46864 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 43033 members 
Mstep: Class 14 contains 135230 members 
Mstep: Class 15 contains 4347 members 
Mstep: Class 16 contains 128256 members 
Mstep: Class 17 contains 70881 members 
Mstep: Class 18 contains 12058 members 
Mstep: Class 20 contains 12281 members 
Mstep: Class 21 contains 148954 members 
Mstep: Class 22 contains 3753 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 6716 members 
Mstep: Class 25 contains 7093 members 
Mstep: Class 26 contains 7587 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 26 clusters Score -1.02089e+08 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 42310 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 8114 members 
Mstep: Class 5 contains 95836 members 
Mstep: Class 6 contains 20812 members 
Mstep: Class 7 contains 15005 members 
Mstep: Class 8 contains 80591 members 
Mstep: Class 9 contains 3551 members 
Mstep: Class 10 contains 874 members 
Mstep: Class 11 contains 46868 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 42298 members 
Mstep: Class 14 contains 135475 members 
Mstep: Class 15 contains 4335 members 
Mstep: Class 16 contains 128937 members 
Mstep: Class 17 contains 70924 members 
Mstep: Class 18 contains 12023 members 
Mstep: Class 20 contains 12322 members 
Mstep: Class 21 contains 148838 members 
Mstep: Class 22 contains 3756 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 6730 members 
Mstep: Class 25 contains 7125 members 
Mstep: Class 26 contains 7643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089560.000000 Penalty: 55745.789062
Iteration 111Q: 26 clusters Score -1.020896e+08 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 42258 members 
Mstep: Class 3 contains 3452 members 
Mstep: Class 4 contains 7955 members 
Mstep: Class 5 contains 95868 members 
Mstep: Class 6 contains 20738 members 
Mstep: Class 7 contains 15021 members 
Mstep: Class 8 contains 80792 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 873 members 
Mstep: Class 11 contains 46854 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 41564 members 
Mstep: Class 14 contains 135724 members 
Mstep: Class 15 contains 4316 members 
Mstep: Class 16 contains 129561 members 
Mstep: Class 17 contains 70967 members 
Mstep: Class 18 contains 11997 members 
Mstep: Class 20 contains 12369 members 
Mstep: Class 21 contains 148709 members 
Mstep: Class 22 contains 3759 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 6739 members 
Mstep: Class 25 contains 7149 members 
Mstep: Class 26 contains 7731 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 26 clusters Score -1.020898e+08 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 42225 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 7785 members 
Mstep: Class 5 contains 95861 members 
Mstep: Class 6 contains 20631 members 
Mstep: Class 7 contains 15040 members 
Mstep: Class 8 contains 80973 members 
Mstep: Class 9 contains 3553 members 
Mstep: Class 10 contains 874 members 
Mstep: Class 11 contains 46838 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 40874 members 
Mstep: Class 14 contains 136087 members 
Mstep: Class 15 contains 4307 members 
Mstep: Class 16 contains 130187 members 
Mstep: Class 17 contains 70985 members 
Mstep: Class 18 contains 11972 members 
Mstep: Class 20 contains 12430 members 
Mstep: Class 21 contains 148494 members 
Mstep: Class 22 contains 3764 members 
Mstep: Class 23 contains 5640 members 
Mstep: Class 24 contains 6770 members 
Mstep: Class 25 contains 7170 members 
Mstep: Class 26 contains 7807 members 
Entering Unmasked Estep 
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Iteration 113Q: 26 clusters Score -1.0209e+08 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 42166 members 
Mstep: Class 3 contains 3444 members 
Mstep: Class 4 contains 7662 members 
Mstep: Class 5 contains 95854 members 
Mstep: Class 6 contains 20537 members 
Mstep: Class 7 contains 15051 members 
Mstep: Class 8 contains 81118 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 46827 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 40213 members 
Mstep: Class 14 contains 136410 members 
Mstep: Class 15 contains 4285 members 
Mstep: Class 16 contains 130814 members 
Mstep: Class 17 contains 71005 members 
Mstep: Class 18 contains 11931 members 
Mstep: Class 20 contains 12493 members 
Mstep: Class 21 contains 148316 members 
Mstep: Class 22 contains 3767 members 
Mstep: Class 23 contains 5638 members 
Mstep: Class 24 contains 6809 members 
Mstep: Class 25 contains 7175 members 
Mstep: Class 26 contains 7877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090264.000000 Penalty: 55745.789062
Iteration 114Q: 26 clusters Score -1.020903e+08 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 42151 members 
Mstep: Class 3 contains 3443 members 
Mstep: Class 4 contains 7539 members 
Mstep: Class 5 contains 95902 members 
Mstep: Class 6 contains 20432 members 
Mstep: Class 7 contains 15051 members 
Mstep: Class 8 contains 81260 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 874 members 
Mstep: Class 11 contains 46822 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 39519 members 
Mstep: Class 14 contains 136772 members 
Mstep: Class 15 contains 4255 members 
Mstep: Class 16 contains 131396 members 
Mstep: Class 17 contains 71044 members 
Mstep: Class 18 contains 11903 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 148113 members 
Mstep: Class 22 contains 3769 members 
Mstep: Class 23 contains 5633 members 
Mstep: Class 24 contains 6859 members 
Mstep: Class 25 contains 7183 members 
Mstep: Class 26 contains 7944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090744.000000 Penalty: 55745.789062
Iteration 115Q: 26 clusters Score -1.020907e+08 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 42158 members 
Mstep: Class 3 contains 3438 members 
Mstep: Class 4 contains 7443 members 
Mstep: Class 5 contains 95937 members 
Mstep: Class 6 contains 20343 members 
Mstep: Class 7 contains 15042 members 
Mstep: Class 8 contains 81418 members 
Mstep: Class 9 contains 3557 members 
Mstep: Class 10 contains 873 members 
Mstep: Class 11 contains 46811 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 38835 members 
Mstep: Class 14 contains 137125 members 
Mstep: Class 15 contains 4237 members 
Mstep: Class 16 contains 131956 members 
Mstep: Class 17 contains 71106 members 
Mstep: Class 18 contains 11857 members 
Mstep: Class 20 contains 12533 members 
Mstep: Class 21 contains 147845 members 
Mstep: Class 22 contains 3770 members 
Mstep: Class 23 contains 5632 members 
Mstep: Class 24 contains 6917 members 
Mstep: Class 25 contains 7188 members 
Mstep: Class 26 contains 8029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091392.000000 Penalty: 55745.789062
Iteration 116Q: 26 clusters Score -1.020914e+08 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 42165 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 4 contains 7391 members 
Mstep: Class 5 contains 95916 members 
Mstep: Class 6 contains 20254 members 
Mstep: Class 7 contains 15053 members 
Mstep: Class 8 contains 81562 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 46783 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 38167 members 
Mstep: Class 14 contains 137417 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 132533 members 
Mstep: Class 17 contains 71158 members 
Mstep: Class 18 contains 11812 members 
Mstep: Class 20 contains 12524 members 
Mstep: Class 21 contains 147631 members 
Mstep: Class 22 contains 3770 members 
Mstep: Class 23 contains 5631 members 
Mstep: Class 24 contains 6965 members 
Mstep: Class 25 contains 7207 members 
Mstep: Class 26 contains 8120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091504.000000 Penalty: 55745.789062
Iteration 117Q: 26 clusters Score -1.020915e+08 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 42144 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 7367 members 
Mstep: Class 5 contains 95858 members 
Mstep: Class 6 contains 20181 members 
Mstep: Class 7 contains 15058 members 
Mstep: Class 8 contains 81740 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 46732 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 37562 members 
Mstep: Class 14 contains 137607 members 
Mstep: Class 15 contains 4206 members 
Mstep: Class 16 contains 133149 members 
Mstep: Class 17 contains 71198 members 
Mstep: Class 18 contains 11773 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 147488 members 
Mstep: Class 22 contains 3771 members 
Mstep: Class 23 contains 5633 members 
Mstep: Class 24 contains 6979 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 8211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091264.000000 Penalty: 55745.789062
Iteration 118Q: 26 clusters Score -1.020913e+08 nChanged 4808
Entering ConstructFrom: 
Score: -102091264.000000 Penalty: 55745.789062
Entering ConstructFrom: 
Trying to split cluster 1 (5910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Entering Unmasked Estep 
Score: -698194.062500 Penalty: 1411.215210
	Iteration 0F: 2 clusters Score -698194.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -693544.187500 Penalty: 2822.430420
	Iteration 0F: 3 clusters Score -693544.2 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -694867.750000 Penalty: 2822.430420
	Iteration 1F: 3 clusters Score -694867.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -695066.875000 Penalty: 2822.430420
	Iteration 2F: 3 clusters Score -695066.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -695218.250000 Penalty: 2822.430420
	Iteration 3F: 3 clusters Score -695218.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -695360.812500 Penalty: 2822.430420
	Iteration 4Q: 3 clusters Score -695360.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -695503.125000 Penalty: 2822.430420
	Iteration 5Q: 3 clusters Score -695503.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -695659.937500 Penalty: 2822.430420
	Iteration 6Q: 3 clusters Score -695659.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -695782.250000 Penalty: 2822.430420
	Iteration 7Q: 3 clusters Score -695782.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -695901.812500 Penalty: 2822.430420
	Iteration 8Q: 3 clusters Score -695901.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -696005.875000 Penalty: 2822.430420
	Iteration 9Q: 3 clusters Score -696005.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -696126.000000 Penalty: 2822.430420
	Iteration 10Q: 3 clusters Score -696126 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -696259.062500 Penalty: 2822.430420
	Iteration 11Q: 3 clusters Score -696259.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -696398.812500 Penalty: 2822.430420
	Iteration 12Q: 3 clusters Score -696398.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -696538.437500 Penalty: 2822.430420
	Iteration 13Q: 3 clusters Score -696538.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -696655.437500 Penalty: 2822.430420
	Iteration 14Q: 3 clusters Score -696655.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -696738.687500 Penalty: 2822.430420
	Iteration 15Q: 3 clusters Score -696738.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -696808.250000 Penalty: 2822.430420
	Iteration 16Q: 3 clusters Score -696808.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -696867.125000 Penalty: 2822.430420
	Iteration 17Q: 3 clusters Score -696867.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -696890.875000 Penalty: 2822.430420
	Iteration 18Q: 3 clusters Score -696890.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -696913.125000 Penalty: 2822.430420
	Iteration 19Q: 3 clusters Score -696913.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -696929.375000 Penalty: 2822.430420
	Iteration 20F: 3 clusters Score -696929.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -696940.937500 Penalty: 2822.430420
	Iteration 21Q: 3 clusters Score -696940.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -696947.250000 Penalty: 2822.430420
	Iteration 22Q: 3 clusters Score -696947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -696947.562500 Penalty: 2822.430420
	Iteration 23Q: 3 clusters Score -696947.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -696949.312500 Penalty: 2822.430420
	Iteration 24Q: 3 clusters Score -696949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -696950.937500 Penalty: 2822.430420
	Iteration 25Q: 3 clusters Score -696950.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -696952.687500 Penalty: 2822.430420
	Iteration 26Q: 3 clusters Score -696952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -696958.187500 Penalty: 2822.430420
	Iteration 27Q: 3 clusters Score -696958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -696958.562500 Penalty: 2822.430420
	Iteration 28Q: 3 clusters Score -696958.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -696958.562500 Penalty: 2822.430420
	Iteration 29F: 3 clusters Score -696958.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Entering Unmasked Estep 
Score: -4662901.000000 Penalty: 1730.372192
	Iteration 0F: 2 clusters Score -4662901 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 20995 members 
Entering Unmasked Estep 
Score: -4634706.000000 Penalty: 3460.744385
	Iteration 0F: 3 clusters Score -4634706 nChanged 19559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -4645749.000000 Penalty: 3460.744385
	Iteration 1F: 3 clusters Score -4645749 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -4646247.000000 Penalty: 3460.744385
	Iteration 2Q: 3 clusters Score -4646247 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4646864.000000 Penalty: 3460.744385
	Iteration 3Q: 3 clusters Score -4646864 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4647492.000000 Penalty: 3460.744385
	Iteration 4Q: 3 clusters Score -4647492 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -4648311.000000 Penalty: 3460.744385
	Iteration 5Q: 3 clusters Score -4648311 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -4649304.000000 Penalty: 3460.744385
	Iteration 6Q: 3 clusters Score -4649304 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -4650640.500000 Penalty: 3460.744385
	Iteration 7Q: 3 clusters Score -4650640 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -4652285.000000 Penalty: 3460.744385
	Iteration 8F: 3 clusters Score -4652285 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -4654198.000000 Penalty: 3460.744385
	Iteration 9F: 3 clusters Score -4654198 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -4655848.000000 Penalty: 3460.744385
	Iteration 10F: 3 clusters Score -4655848 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -4657045.000000 Penalty: 3460.744385
	Iteration 11Q: 3 clusters Score -4657045 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -4657854.000000 Penalty: 3460.744385
	Iteration 12Q: 3 clusters Score -4657854 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -4658421.000000 Penalty: 3460.744385
	Iteration 13Q: 3 clusters Score -4658421 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -4658844.500000 Penalty: 3460.744385
	Iteration 14Q: 3 clusters Score -4658844 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -4659214.000000 Penalty: 3460.744385
	Iteration 15Q: 3 clusters Score -4659214 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -4659522.000000 Penalty: 3460.744385
	Iteration 16Q: 3 clusters Score -4659522 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -4659804.000000 Penalty: 3460.744385
	Iteration 17Q: 3 clusters Score -4659804 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -4660023.000000 Penalty: 3460.744385
	Iteration 18Q: 3 clusters Score -4660023 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -4660284.000000 Penalty: 3460.744385
	Iteration 19Q: 3 clusters Score -4660284 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4660487.000000 Penalty: 3460.744385
	Iteration 20F: 3 clusters Score -4660487 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4660659.500000 Penalty: 3460.744385
	Iteration 21Q: 3 clusters Score -4660660 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4660823.000000 Penalty: 3460.744385
	Iteration 22Q: 3 clusters Score -4660823 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4660970.000000 Penalty: 3460.744385
	Iteration 23Q: 3 clusters Score -4660970 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4661108.500000 Penalty: 3460.744385
	Iteration 24Q: 3 clusters Score -4661108 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4661206.500000 Penalty: 3460.744385
	Iteration 25Q: 3 clusters Score -4661206 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4661299.000000 Penalty: 3460.744385
	Iteration 26Q: 3 clusters Score -4661299 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4661390.500000 Penalty: 3460.744385
	Iteration 27Q: 3 clusters Score -4661390 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4661452.000000 Penalty: 3460.744385
	Iteration 28Q: 3 clusters Score -4661452 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4661507.500000 Penalty: 3460.744385
	Iteration 29Q: 3 clusters Score -4661508 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4661546.500000 Penalty: 3460.744385
	Iteration 30Q: 3 clusters Score -4661546 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4661585.500000 Penalty: 3460.744385
	Iteration 31Q: 3 clusters Score -4661586 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4661631.000000 Penalty: 3460.744385
	Iteration 32Q: 3 clusters Score -4661631 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4661663.000000 Penalty: 3460.744385
	Iteration 33Q: 3 clusters Score -4661663 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4661672.500000 Penalty: 3460.744385
	Iteration 34Q: 3 clusters Score -4661672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4661691.500000 Penalty: 3460.744385
	Iteration 35Q: 3 clusters Score -4661692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4661703.000000 Penalty: 3460.744385
	Iteration 36Q: 3 clusters Score -4661703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4661704.500000 Penalty: 3460.744385
	Iteration 37Q: 3 clusters Score -4661704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4661717.500000 Penalty: 3460.744385
	Iteration 38Q: 3 clusters Score -4661718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4661722.000000 Penalty: 3460.744385
	Iteration 39Q: 3 clusters Score -4661722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4661737.500000 Penalty: 3460.744385
	Iteration 40F: 3 clusters Score -4661738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4661754.000000 Penalty: 3460.744385
	Iteration 41Q: 3 clusters Score -4661754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4661765.500000 Penalty: 3460.744385
	Iteration 42Q: 3 clusters Score -4661766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4661784.500000 Penalty: 3460.744385
	Iteration 43Q: 3 clusters Score -4661784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4661799.000000 Penalty: 3460.744385
	Iteration 44Q: 3 clusters Score -4661799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4661809.500000 Penalty: 3460.744385
	Iteration 45Q: 3 clusters Score -4661810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4661812.000000 Penalty: 3460.744385
	Iteration 46Q: 3 clusters Score -4661812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4661825.500000 Penalty: 3460.744385
	Iteration 47Q: 3 clusters Score -4661826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4661827.500000 Penalty: 3460.744385
	Iteration 48Q: 3 clusters Score -4661828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4661841.000000 Penalty: 3460.744385
	Iteration 49Q: 3 clusters Score -4661841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4661848.500000 Penalty: 3460.744385
	Iteration 50Q: 3 clusters Score -4661848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4661849.500000 Penalty: 3460.744385
	Iteration 51Q: 3 clusters Score -4661850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4661857.000000 Penalty: 3460.744385
	Iteration 52Q: 3 clusters Score -4661857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4661860.500000 Penalty: 3460.744385
	Iteration 53Q: 3 clusters Score -4661860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4661858.500000 Penalty: 3460.744385
	Iteration 54Q: 3 clusters Score -4661858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4661861.500000 Penalty: 3460.744385
	Iteration 55Q: 3 clusters Score -4661862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4661868.500000 Penalty: 3460.744385
	Iteration 56Q: 3 clusters Score -4661868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4661875.000000 Penalty: 3460.744385
	Iteration 57Q: 3 clusters Score -4661875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4661876.500000 Penalty: 3460.744385
	Iteration 58Q: 3 clusters Score -4661876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4661882.000000 Penalty: 3460.744385
	Iteration 59Q: 3 clusters Score -4661882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4661885.500000 Penalty: 3460.744385
	Iteration 60F: 3 clusters Score -4661886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4661882.500000 Penalty: 3460.744385
	Iteration 61Q: 3 clusters Score -4661882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4661889.000000 Penalty: 3460.744385
	Iteration 62Q: 3 clusters Score -4661889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4661886.000000 Penalty: 3460.744385
	Iteration 63Q: 3 clusters Score -4661886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4661892.000000 Penalty: 3460.744385
	Iteration 64Q: 3 clusters Score -4661892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4661897.000000 Penalty: 3460.744385
	Iteration 65Q: 3 clusters Score -4661897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4661894.500000 Penalty: 3460.744385
	Iteration 66Q: 3 clusters Score -4661894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4661901.500000 Penalty: 3460.744385
	Iteration 67Q: 3 clusters Score -4661902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4661902.500000 Penalty: 3460.744385
	Iteration 68Q: 3 clusters Score -4661902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4661901.000000 Penalty: 3460.744385
	Iteration 69Q: 3 clusters Score -4661901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4661903.500000 Penalty: 3460.744385
	Iteration 70Q: 3 clusters Score -4661904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4661903.000000 Penalty: 3460.744385
	Iteration 71Q: 3 clusters Score -4661903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4661905.000000 Penalty: 3460.744385
	Iteration 72Q: 3 clusters Score -4661905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4661905.000000 Penalty: 3460.744385
	Iteration 73F: 3 clusters Score -4661905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Entering Unmasked Estep 
Score: -370552.250000 Penalty: 1323.179810
	Iteration 0F: 2 clusters Score -370552.2 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 1736 members 
Entering Unmasked Estep 
Score: -367583.187500 Penalty: 2646.359619
	Iteration 0F: 3 clusters Score -367583.2 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -368422.843750 Penalty: 2646.359619
	Iteration 1F: 3 clusters Score -368422.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -368686.125000 Penalty: 2646.359619
	Iteration 2F: 3 clusters Score -368686.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -368886.687500 Penalty: 2646.359619
	Iteration 3F: 3 clusters Score -368886.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -369030.468750 Penalty: 2646.359619
	Iteration 4F: 3 clusters Score -369030.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -369147.343750 Penalty: 2646.359619
	Iteration 5Q: 3 clusters Score -369147.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -369260.781250 Penalty: 2646.359619
	Iteration 6Q: 3 clusters Score -369260.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -369346.875000 Penalty: 2646.359619
	Iteration 7Q: 3 clusters Score -369346.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -369402.625000 Penalty: 2646.359619
	Iteration 8Q: 3 clusters Score -369402.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -369447.125000 Penalty: 2646.359619
	Iteration 9Q: 3 clusters Score -369447.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -369484.906250 Penalty: 2646.359619
	Iteration 10Q: 3 clusters Score -369484.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -369508.812500 Penalty: 2646.359619
	Iteration 11Q: 3 clusters Score -369508.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -369531.750000 Penalty: 2646.359619
	Iteration 12Q: 3 clusters Score -369531.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -369551.875000 Penalty: 2646.359619
	Iteration 13Q: 3 clusters Score -369551.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -369569.500000 Penalty: 2646.359619
	Iteration 14Q: 3 clusters Score -369569.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -369585.062500 Penalty: 2646.359619
	Iteration 15Q: 3 clusters Score -369585.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -369603.468750 Penalty: 2646.359619
	Iteration 16Q: 3 clusters Score -369603.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -369619.187500 Penalty: 2646.359619
	Iteration 17Q: 3 clusters Score -369619.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -369633.750000 Penalty: 2646.359619
	Iteration 18Q: 3 clusters Score -369633.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -369646.281250 Penalty: 2646.359619
	Iteration 19Q: 3 clusters Score -369646.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -369656.906250 Penalty: 2646.359619
	Iteration 20F: 3 clusters Score -369656.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -369665.500000 Penalty: 2646.359619
	Iteration 21Q: 3 clusters Score -369665.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -369677.656250 Penalty: 2646.359619
	Iteration 22Q: 3 clusters Score -369677.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -369697.781250 Penalty: 2646.359619
	Iteration 23Q: 3 clusters Score -369697.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -369720.812500 Penalty: 2646.359619
	Iteration 24Q: 3 clusters Score -369720.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -369759.468750 Penalty: 2646.359619
	Iteration 25Q: 3 clusters Score -369759.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -369847.250000 Penalty: 2646.359619
	Iteration 26Q: 3 clusters Score -369847.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -369948.093750 Penalty: 2646.359619
	Iteration 27Q: 3 clusters Score -369948.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -370005.156250 Penalty: 2646.359619
	Iteration 28Q: 3 clusters Score -370005.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -370046.718750 Penalty: 2646.359619
	Iteration 29Q: 3 clusters Score -370046.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -370070.125000 Penalty: 2646.359619
	Iteration 30Q: 3 clusters Score -370070.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -370083.000000 Penalty: 2646.359619
	Iteration 31Q: 3 clusters Score -370083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -370099.718750 Penalty: 2646.359619
	Iteration 32Q: 3 clusters Score -370099.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -370114.031250 Penalty: 2646.359619
	Iteration 33Q: 3 clusters Score -370114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -370119.000000 Penalty: 2646.359619
	Iteration 34Q: 3 clusters Score -370119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -370121.406250 Penalty: 2646.359619
	Iteration 35Q: 3 clusters Score -370121.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -370129.406250 Penalty: 2646.359619
	Iteration 36Q: 3 clusters Score -370129.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -370139.031250 Penalty: 2646.359619
	Iteration 37Q: 3 clusters Score -370139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -370151.656250 Penalty: 2646.359619
	Iteration 38Q: 3 clusters Score -370151.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -370162.375000 Penalty: 2646.359619
	Iteration 39Q: 3 clusters Score -370162.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -370174.906250 Penalty: 2646.359619
	Iteration 40F: 3 clusters Score -370174.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -370183.593750 Penalty: 2646.359619
	Iteration 41Q: 3 clusters Score -370183.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -370190.750000 Penalty: 2646.359619
	Iteration 42Q: 3 clusters Score -370190.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -370196.593750 Penalty: 2646.359619
	Iteration 43Q: 3 clusters Score -370196.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -370200.093750 Penalty: 2646.359619
	Iteration 44Q: 3 clusters Score -370200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -370201.625000 Penalty: 2646.359619
	Iteration 45Q: 3 clusters Score -370201.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -370206.281250 Penalty: 2646.359619
	Iteration 46Q: 3 clusters Score -370206.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -370215.437500 Penalty: 2646.359619
	Iteration 47Q: 3 clusters Score -370215.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -370230.250000 Penalty: 2646.359619
	Iteration 48Q: 3 clusters Score -370230.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -370248.781250 Penalty: 2646.359619
	Iteration 49Q: 3 clusters Score -370248.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -370267.156250 Penalty: 2646.359619
	Iteration 50Q: 3 clusters Score -370267.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -370284.875000 Penalty: 2646.359619
	Iteration 51Q: 3 clusters Score -370284.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -370301.625000 Penalty: 2646.359619
	Iteration 52Q: 3 clusters Score -370301.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -370311.000000 Penalty: 2646.359619
	Iteration 53Q: 3 clusters Score -370311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -370320.250000 Penalty: 2646.359619
	Iteration 54Q: 3 clusters Score -370320.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -370325.906250 Penalty: 2646.359619
	Iteration 55Q: 3 clusters Score -370325.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -370336.625000 Penalty: 2646.359619
	Iteration 56Q: 3 clusters Score -370336.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -370349.906250 Penalty: 2646.359619
	Iteration 57Q: 3 clusters Score -370349.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -370356.625000 Penalty: 2646.359619
	Iteration 58Q: 3 clusters Score -370356.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -370362.406250 Penalty: 2646.359619
	Iteration 59Q: 3 clusters Score -370362.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -370366.562500 Penalty: 2646.359619
	Iteration 60F: 3 clusters Score -370366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -370367.593750 Penalty: 2646.359619
	Iteration 61Q: 3 clusters Score -370367.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -370370.812500 Penalty: 2646.359619
	Iteration 62Q: 3 clusters Score -370370.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -370376.406250 Penalty: 2646.359619
	Iteration 63Q: 3 clusters Score -370376.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -370382.031250 Penalty: 2646.359619
	Iteration 64Q: 3 clusters Score -370382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -370387.937500 Penalty: 2646.359619
	Iteration 65Q: 3 clusters Score -370387.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -370394.031250 Penalty: 2646.359619
	Iteration 66Q: 3 clusters Score -370394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -370400.187500 Penalty: 2646.359619
	Iteration 67Q: 3 clusters Score -370400.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -370406.250000 Penalty: 2646.359619
	Iteration 68Q: 3 clusters Score -370406.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -370409.093750 Penalty: 2646.359619
	Iteration 69Q: 3 clusters Score -370409.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -370412.625000 Penalty: 2646.359619
	Iteration 70Q: 3 clusters Score -370412.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -370415.843750 Penalty: 2646.359619
	Iteration 71Q: 3 clusters Score -370415.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -370419.750000 Penalty: 2646.359619
	Iteration 72Q: 3 clusters Score -370419.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -370421.218750 Penalty: 2646.359619
	Iteration 73Q: 3 clusters Score -370421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -370422.593750 Penalty: 2646.359619
	Iteration 74Q: 3 clusters Score -370422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -370424.187500 Penalty: 2646.359619
	Iteration 75Q: 3 clusters Score -370424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -370425.781250 Penalty: 2646.359619
	Iteration 76Q: 3 clusters Score -370425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -370427.312500 Penalty: 2646.359619
	Iteration 77Q: 3 clusters Score -370427.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -370429.343750 Penalty: 2646.359619
	Iteration 78Q: 3 clusters Score -370429.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -370430.468750 Penalty: 2646.359619
	Iteration 79Q: 3 clusters Score -370430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -370431.281250 Penalty: 2646.359619
	Iteration 80F: 3 clusters Score -370431.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -370431.375000 Penalty: 2646.359619
	Iteration 81Q: 3 clusters Score -370431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -370432.718750 Penalty: 2646.359619
	Iteration 82Q: 3 clusters Score -370432.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -370433.281250 Penalty: 2646.359619
	Iteration 83Q: 3 clusters Score -370433.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -370433.281250 Penalty: 2646.359619
	Iteration 84F: 3 clusters Score -370433.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Entering Unmasked Estep 
Score: -843674.562500 Penalty: 1446.958374
	Iteration 0F: 2 clusters Score -843674.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -838123.062500 Penalty: 2893.916748
	Iteration 0F: 3 clusters Score -838123.1 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -839847.312500 Penalty: 2893.916748
	Iteration 1F: 3 clusters Score -839847.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -840187.625000 Penalty: 2893.916748
	Iteration 2F: 3 clusters Score -840187.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -840507.562500 Penalty: 2893.916748
	Iteration 3F: 3 clusters Score -840507.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -840822.000000 Penalty: 2893.916748
	Iteration 4F: 3 clusters Score -840822 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -841102.125000 Penalty: 2893.916748
	Iteration 5F: 3 clusters Score -841102.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -841357.875000 Penalty: 2893.916748
	Iteration 6Q: 3 clusters Score -841357.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -841568.937500 Penalty: 2893.916748
	Iteration 7Q: 3 clusters Score -841568.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -841762.312500 Penalty: 2893.916748
	Iteration 8Q: 3 clusters Score -841762.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -841928.375000 Penalty: 2893.916748
	Iteration 9Q: 3 clusters Score -841928.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -842075.750000 Penalty: 2893.916748
	Iteration 10Q: 3 clusters Score -842075.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -842186.812500 Penalty: 2893.916748
	Iteration 11Q: 3 clusters Score -842186.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -842248.937500 Penalty: 2893.916748
	Iteration 12Q: 3 clusters Score -842248.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -842288.437500 Penalty: 2893.916748
	Iteration 13Q: 3 clusters Score -842288.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -842316.062500 Penalty: 2893.916748
	Iteration 14Q: 3 clusters Score -842316.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -842341.125000 Penalty: 2893.916748
	Iteration 15Q: 3 clusters Score -842341.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -842355.187500 Penalty: 2893.916748
	Iteration 16Q: 3 clusters Score -842355.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -842369.500000 Penalty: 2893.916748
	Iteration 17Q: 3 clusters Score -842369.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -842384.375000 Penalty: 2893.916748
	Iteration 18Q: 3 clusters Score -842384.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -842397.937500 Penalty: 2893.916748
	Iteration 19Q: 3 clusters Score -842397.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -842406.937500 Penalty: 2893.916748
	Iteration 20F: 3 clusters Score -842406.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -842412.875000 Penalty: 2893.916748
	Iteration 21Q: 3 clusters Score -842412.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -842426.375000 Penalty: 2893.916748
	Iteration 22Q: 3 clusters Score -842426.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -842442.187500 Penalty: 2893.916748
	Iteration 23Q: 3 clusters Score -842442.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -842464.500000 Penalty: 2893.916748
	Iteration 24Q: 3 clusters Score -842464.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -842484.875000 Penalty: 2893.916748
	Iteration 25Q: 3 clusters Score -842484.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -842513.562500 Penalty: 2893.916748
	Iteration 26Q: 3 clusters Score -842513.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -842535.437500 Penalty: 2893.916748
	Iteration 27Q: 3 clusters Score -842535.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -842555.250000 Penalty: 2893.916748
	Iteration 28Q: 3 clusters Score -842555.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -842570.125000 Penalty: 2893.916748
	Iteration 29Q: 3 clusters Score -842570.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -842583.312500 Penalty: 2893.916748
	Iteration 30Q: 3 clusters Score -842583.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -842593.750000 Penalty: 2893.916748
	Iteration 31Q: 3 clusters Score -842593.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -842607.062500 Penalty: 2893.916748
	Iteration 32Q: 3 clusters Score -842607.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -842616.687500 Penalty: 2893.916748
	Iteration 33Q: 3 clusters Score -842616.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -842620.500000 Penalty: 2893.916748
	Iteration 34Q: 3 clusters Score -842620.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -842622.062500 Penalty: 2893.916748
	Iteration 35Q: 3 clusters Score -842622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -842623.062500 Penalty: 2893.916748
	Iteration 36Q: 3 clusters Score -842623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -842624.500000 Penalty: 2893.916748
	Iteration 37Q: 3 clusters Score -842624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -842623.375000 Penalty: 2893.916748
	Iteration 38Q: 3 clusters Score -842623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -842626.000000 Penalty: 2893.916748
	Iteration 39Q: 3 clusters Score -842626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -842626.000000 Penalty: 2893.916748
	Iteration 40F: 3 clusters Score -842626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -842625.437500 Penalty: 2893.916748
	Iteration 41Q: 3 clusters Score -842625.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -842625.437500 Penalty: 2893.916748
	Iteration 42F: 3 clusters Score -842625.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (95802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95802 members 
Entering Unmasked Estep 
Score: -11145371.000000 Penalty: 1863.881226
	Iteration 0F: 2 clusters Score -1.114537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -11083769.000000 Penalty: 3727.762451
	Iteration 0F: 3 clusters Score -1.108377e+07 nChanged 45973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -11111148.000000 Penalty: 3727.762451
	Iteration 1F: 3 clusters Score -1.111115e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -11113185.000000 Penalty: 3727.762451
	Iteration 2Q: 3 clusters Score -1.111318e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -11116737.000000 Penalty: 3727.762451
	Iteration 3F: 3 clusters Score -1.111674e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72613 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -11122918.000000 Penalty: 3727.762451
	Iteration 4F: 3 clusters Score -1.112292e+07 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -11131051.000000 Penalty: 3727.762451
	Iteration 5F: 3 clusters Score -1.113105e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89359 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -11137850.000000 Penalty: 3727.762451
	Iteration 6F: 3 clusters Score -1.113785e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93600 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -11141747.000000 Penalty: 3727.762451
	Iteration 7Q: 3 clusters Score -1.114175e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95126 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -11143154.000000 Penalty: 3727.762451
	Iteration 8Q: 3 clusters Score -1.114315e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -11143627.000000 Penalty: 3727.762451
	Iteration 9Q: 3 clusters Score -1.114363e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11143742.000000 Penalty: 3727.762451
	Iteration 10Q: 3 clusters Score -1.114374e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95604 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11143827.000000 Penalty: 3727.762451
	Iteration 11Q: 3 clusters Score -1.114383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95603 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11143861.000000 Penalty: 3727.762451
	Iteration 12Q: 3 clusters Score -1.114386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95608 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11143885.000000 Penalty: 3727.762451
	Iteration 13Q: 3 clusters Score -1.114388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95606 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11143908.000000 Penalty: 3727.762451
	Iteration 14Q: 3 clusters Score -1.114391e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11143933.000000 Penalty: 3727.762451
	Iteration 15Q: 3 clusters Score -1.114393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95582 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11143949.000000 Penalty: 3727.762451
	Iteration 16Q: 3 clusters Score -1.114395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95575 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11143985.000000 Penalty: 3727.762451
	Iteration 17Q: 3 clusters Score -1.114398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11144018.000000 Penalty: 3727.762451
	Iteration 18Q: 3 clusters Score -1.114402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95565 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -11144024.000000 Penalty: 3727.762451
	Iteration 19Q: 3 clusters Score -1.114402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11144059.000000 Penalty: 3727.762451
	Iteration 20F: 3 clusters Score -1.114406e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95540 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -11144089.000000 Penalty: 3727.762451
	Iteration 21Q: 3 clusters Score -1.114409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11144116.000000 Penalty: 3727.762451
	Iteration 22Q: 3 clusters Score -1.114412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95520 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -11144128.000000 Penalty: 3727.762451
	Iteration 23Q: 3 clusters Score -1.114413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95513 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -11144147.000000 Penalty: 3727.762451
	Iteration 24Q: 3 clusters Score -1.114415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95501 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11144179.000000 Penalty: 3727.762451
	Iteration 25Q: 3 clusters Score -1.114418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95492 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -11144196.000000 Penalty: 3727.762451
	Iteration 26Q: 3 clusters Score -1.11442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95484 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -11144204.000000 Penalty: 3727.762451
	Iteration 27Q: 3 clusters Score -1.11442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95477 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -11144227.000000 Penalty: 3727.762451
	Iteration 28Q: 3 clusters Score -1.114423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95470 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -11144229.000000 Penalty: 3727.762451
	Iteration 29Q: 3 clusters Score -1.114423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95465 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11144265.000000 Penalty: 3727.762451
	Iteration 30Q: 3 clusters Score -1.114426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95459 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11144284.000000 Penalty: 3727.762451
	Iteration 31Q: 3 clusters Score -1.114428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11144315.000000 Penalty: 3727.762451
	Iteration 32Q: 3 clusters Score -1.114432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95452 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11144331.000000 Penalty: 3727.762451
	Iteration 33Q: 3 clusters Score -1.114433e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95443 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -11144357.000000 Penalty: 3727.762451
	Iteration 34Q: 3 clusters Score -1.114436e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11144396.000000 Penalty: 3727.762451
	Iteration 35Q: 3 clusters Score -1.11444e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95424 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11144414.000000 Penalty: 3727.762451
	Iteration 36Q: 3 clusters Score -1.114441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95415 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -11144435.000000 Penalty: 3727.762451
	Iteration 37Q: 3 clusters Score -1.114444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95408 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -11144444.000000 Penalty: 3727.762451
	Iteration 38Q: 3 clusters Score -1.114444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -11144446.000000 Penalty: 3727.762451
	Iteration 39Q: 3 clusters Score -1.114445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95407 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -11144475.000000 Penalty: 3727.762451
	Iteration 40F: 3 clusters Score -1.114448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95390 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11144522.000000 Penalty: 3727.762451
	Iteration 41Q: 3 clusters Score -1.114452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95378 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -11144556.000000 Penalty: 3727.762451
	Iteration 42Q: 3 clusters Score -1.114456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11144580.000000 Penalty: 3727.762451
	Iteration 43Q: 3 clusters Score -1.114458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11144571.000000 Penalty: 3727.762451
	Iteration 44Q: 3 clusters Score -1.114457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95354 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11144575.000000 Penalty: 3727.762451
	Iteration 45Q: 3 clusters Score -1.114458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95354 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11144579.000000 Penalty: 3727.762451
	Iteration 46Q: 3 clusters Score -1.114458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95352 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11144569.000000 Penalty: 3727.762451
	Iteration 47Q: 3 clusters Score -1.114457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95348 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11144585.000000 Penalty: 3727.762451
	Iteration 48Q: 3 clusters Score -1.114458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95340 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11144601.000000 Penalty: 3727.762451
	Iteration 49Q: 3 clusters Score -1.11446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95338 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11144599.000000 Penalty: 3727.762451
	Iteration 50Q: 3 clusters Score -1.11446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95336 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -11144591.000000 Penalty: 3727.762451
	Iteration 51Q: 3 clusters Score -1.114459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95337 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11144591.000000 Penalty: 3727.762451
	Iteration 52Q: 3 clusters Score -1.114459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95338 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11144592.000000 Penalty: 3727.762451
	Iteration 53Q: 3 clusters Score -1.114459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95338 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11144592.000000 Penalty: 3727.762451
	Iteration 54F: 3 clusters Score -1.114459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Entering Unmasked Estep 
Score: -2319299.000000 Penalty: 1610.312988
	Iteration 0F: 2 clusters Score -2319299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2305469.250000 Penalty: 3220.625977
	Iteration 0F: 3 clusters Score -2305469 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2310544.000000 Penalty: 3220.625977
	Iteration 1F: 3 clusters Score -2310544 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2310921.750000 Penalty: 3220.625977
	Iteration 2Q: 3 clusters Score -2310922 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2311357.250000 Penalty: 3220.625977
	Iteration 3Q: 3 clusters Score -2311357 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2311834.750000 Penalty: 3220.625977
	Iteration 4Q: 3 clusters Score -2311835 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2312377.250000 Penalty: 3220.625977
	Iteration 5F: 3 clusters Score -2312377 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2313045.000000 Penalty: 3220.625977
	Iteration 6F: 3 clusters Score -2313045 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2313896.250000 Penalty: 3220.625977
	Iteration 7F: 3 clusters Score -2313896 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2314752.250000 Penalty: 3220.625977
	Iteration 8F: 3 clusters Score -2314752 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2315410.500000 Penalty: 3220.625977
	Iteration 9Q: 3 clusters Score -2315410 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2315768.000000 Penalty: 3220.625977
	Iteration 10Q: 3 clusters Score -2315768 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2315956.000000 Penalty: 3220.625977
	Iteration 11Q: 3 clusters Score -2315956 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2316080.000000 Penalty: 3220.625977
	Iteration 12Q: 3 clusters Score -2316080 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2316198.750000 Penalty: 3220.625977
	Iteration 13Q: 3 clusters Score -2316199 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2316302.750000 Penalty: 3220.625977
	Iteration 14Q: 3 clusters Score -2316303 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2316399.500000 Penalty: 3220.625977
	Iteration 15Q: 3 clusters Score -2316400 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2316476.750000 Penalty: 3220.625977
	Iteration 16Q: 3 clusters Score -2316477 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2316566.500000 Penalty: 3220.625977
	Iteration 17Q: 3 clusters Score -2316566 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2316646.500000 Penalty: 3220.625977
	Iteration 18Q: 3 clusters Score -2316646 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2316747.000000 Penalty: 3220.625977
	Iteration 19Q: 3 clusters Score -2316747 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2316829.250000 Penalty: 3220.625977
	Iteration 20F: 3 clusters Score -2316829 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2316914.250000 Penalty: 3220.625977
	Iteration 21Q: 3 clusters Score -2316914 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2316965.750000 Penalty: 3220.625977
	Iteration 22Q: 3 clusters Score -2316966 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2317039.250000 Penalty: 3220.625977
	Iteration 23Q: 3 clusters Score -2317039 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2317116.750000 Penalty: 3220.625977
	Iteration 24Q: 3 clusters Score -2317117 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2317201.500000 Penalty: 3220.625977
	Iteration 25Q: 3 clusters Score -2317202 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2317272.750000 Penalty: 3220.625977
	Iteration 26Q: 3 clusters Score -2317273 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2317341.000000 Penalty: 3220.625977
	Iteration 27Q: 3 clusters Score -2317341 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2317415.250000 Penalty: 3220.625977
	Iteration 28Q: 3 clusters Score -2317415 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2317474.000000 Penalty: 3220.625977
	Iteration 29Q: 3 clusters Score -2317474 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2317537.750000 Penalty: 3220.625977
	Iteration 30Q: 3 clusters Score -2317538 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2317580.250000 Penalty: 3220.625977
	Iteration 31Q: 3 clusters Score -2317580 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2317625.500000 Penalty: 3220.625977
	Iteration 32Q: 3 clusters Score -2317626 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2317674.500000 Penalty: 3220.625977
	Iteration 33Q: 3 clusters Score -2317674 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2317733.000000 Penalty: 3220.625977
	Iteration 34Q: 3 clusters Score -2317733 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2317769.500000 Penalty: 3220.625977
	Iteration 35Q: 3 clusters Score -2317770 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2317799.250000 Penalty: 3220.625977
	Iteration 36Q: 3 clusters Score -2317799 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2317830.250000 Penalty: 3220.625977
	Iteration 37Q: 3 clusters Score -2317830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2317858.500000 Penalty: 3220.625977
	Iteration 38Q: 3 clusters Score -2317858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2317878.500000 Penalty: 3220.625977
	Iteration 39Q: 3 clusters Score -2317878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2317906.500000 Penalty: 3220.625977
	Iteration 40F: 3 clusters Score -2317906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2317919.250000 Penalty: 3220.625977
	Iteration 41Q: 3 clusters Score -2317919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2317939.000000 Penalty: 3220.625977
	Iteration 42Q: 3 clusters Score -2317939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2317940.750000 Penalty: 3220.625977
	Iteration 43Q: 3 clusters Score -2317941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2317951.750000 Penalty: 3220.625977
	Iteration 44Q: 3 clusters Score -2317952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2317963.750000 Penalty: 3220.625977
	Iteration 45Q: 3 clusters Score -2317964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2317973.750000 Penalty: 3220.625977
	Iteration 46Q: 3 clusters Score -2317974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2317978.250000 Penalty: 3220.625977
	Iteration 47Q: 3 clusters Score -2317978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2317982.500000 Penalty: 3220.625977
	Iteration 48Q: 3 clusters Score -2317982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2317991.500000 Penalty: 3220.625977
	Iteration 49Q: 3 clusters Score -2317992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2317994.250000 Penalty: 3220.625977
	Iteration 50Q: 3 clusters Score -2317994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2317996.750000 Penalty: 3220.625977
	Iteration 51Q: 3 clusters Score -2317997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2318000.000000 Penalty: 3220.625977
	Iteration 52Q: 3 clusters Score -2318000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2318001.000000 Penalty: 3220.625977
	Iteration 53Q: 3 clusters Score -2318001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2318001.250000 Penalty: 3220.625977
	Iteration 54Q: 3 clusters Score -2318001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2318005.750000 Penalty: 3220.625977
	Iteration 55Q: 3 clusters Score -2318006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2318011.000000 Penalty: 3220.625977
	Iteration 56Q: 3 clusters Score -2318011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2318014.500000 Penalty: 3220.625977
	Iteration 57Q: 3 clusters Score -2318014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2318013.000000 Penalty: 3220.625977
	Iteration 58Q: 3 clusters Score -2318013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2318015.250000 Penalty: 3220.625977
	Iteration 59Q: 3 clusters Score -2318015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2318017.750000 Penalty: 3220.625977
	Iteration 60F: 3 clusters Score -2318018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2318016.000000 Penalty: 3220.625977
	Iteration 61Q: 3 clusters Score -2318016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2318018.500000 Penalty: 3220.625977
	Iteration 62Q: 3 clusters Score -2318018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2318021.500000 Penalty: 3220.625977
	Iteration 63Q: 3 clusters Score -2318022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2318031.000000 Penalty: 3220.625977
	Iteration 64Q: 3 clusters Score -2318031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2318034.500000 Penalty: 3220.625977
	Iteration 65Q: 3 clusters Score -2318034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2318040.000000 Penalty: 3220.625977
	Iteration 66Q: 3 clusters Score -2318040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2318041.000000 Penalty: 3220.625977
	Iteration 67Q: 3 clusters Score -2318041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2318041.500000 Penalty: 3220.625977
	Iteration 68Q: 3 clusters Score -2318042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2318041.000000 Penalty: 3220.625977
	Iteration 69Q: 3 clusters Score -2318041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2318042.000000 Penalty: 3220.625977
	Iteration 70Q: 3 clusters Score -2318042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2318042.000000 Penalty: 3220.625977
	Iteration 71Q: 3 clusters Score -2318042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2318042.000000 Penalty: 3220.625977
	Iteration 72F: 3 clusters Score -2318042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Entering Unmasked Estep 
Score: -1670753.625000 Penalty: 1563.389648
	Iteration 0F: 2 clusters Score -1670754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1660323.500000 Penalty: 3126.779297
	Iteration 0F: 3 clusters Score -1660324 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1663874.000000 Penalty: 3126.779297
	Iteration 1F: 3 clusters Score -1663874 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1664150.875000 Penalty: 3126.779297
	Iteration 2F: 3 clusters Score -1664151 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1664426.500000 Penalty: 3126.779297
	Iteration 3Q: 3 clusters Score -1664426 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1664768.625000 Penalty: 3126.779297
	Iteration 4Q: 3 clusters Score -1664769 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1665208.000000 Penalty: 3126.779297
	Iteration 5F: 3 clusters Score -1665208 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1665819.500000 Penalty: 3126.779297
	Iteration 6F: 3 clusters Score -1665820 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1666611.000000 Penalty: 3126.779297
	Iteration 7F: 3 clusters Score -1666611 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1667612.000000 Penalty: 3126.779297
	Iteration 8F: 3 clusters Score -1667612 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1668523.750000 Penalty: 3126.779297
	Iteration 9F: 3 clusters Score -1668524 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1669094.000000 Penalty: 3126.779297
	Iteration 10Q: 3 clusters Score -1669094 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1669355.875000 Penalty: 3126.779297
	Iteration 11Q: 3 clusters Score -1669356 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1669481.750000 Penalty: 3126.779297
	Iteration 12Q: 3 clusters Score -1669482 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1669548.375000 Penalty: 3126.779297
	Iteration 13Q: 3 clusters Score -1669548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1669590.500000 Penalty: 3126.779297
	Iteration 14Q: 3 clusters Score -1669590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1669615.000000 Penalty: 3126.779297
	Iteration 15Q: 3 clusters Score -1669615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1669627.625000 Penalty: 3126.779297
	Iteration 16Q: 3 clusters Score -1669628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1669638.000000 Penalty: 3126.779297
	Iteration 17Q: 3 clusters Score -1669638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1669640.000000 Penalty: 3126.779297
	Iteration 18Q: 3 clusters Score -1669640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1669641.875000 Penalty: 3126.779297
	Iteration 19Q: 3 clusters Score -1669642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1669683.250000 Penalty: 3126.779297
	Iteration 20F: 3 clusters Score -1669683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1669729.875000 Penalty: 3126.779297
	Iteration 21Q: 3 clusters Score -1669730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1669771.875000 Penalty: 3126.779297
	Iteration 22Q: 3 clusters Score -1669772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1669788.125000 Penalty: 3126.779297
	Iteration 23Q: 3 clusters Score -1669788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1669800.750000 Penalty: 3126.779297
	Iteration 24Q: 3 clusters Score -1669801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1669822.000000 Penalty: 3126.779297
	Iteration 25Q: 3 clusters Score -1669822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1669842.625000 Penalty: 3126.779297
	Iteration 26Q: 3 clusters Score -1669843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1669850.375000 Penalty: 3126.779297
	Iteration 27Q: 3 clusters Score -1669850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1669852.750000 Penalty: 3126.779297
	Iteration 28Q: 3 clusters Score -1669853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1669853.875000 Penalty: 3126.779297
	Iteration 29Q: 3 clusters Score -1669854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1669858.125000 Penalty: 3126.779297
	Iteration 30Q: 3 clusters Score -1669858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1669859.000000 Penalty: 3126.779297
	Iteration 31Q: 3 clusters Score -1669859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1669865.375000 Penalty: 3126.779297
	Iteration 32Q: 3 clusters Score -1669865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1669871.750000 Penalty: 3126.779297
	Iteration 33Q: 3 clusters Score -1669872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1669874.125000 Penalty: 3126.779297
	Iteration 34Q: 3 clusters Score -1669874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1669878.500000 Penalty: 3126.779297
	Iteration 35Q: 3 clusters Score -1669878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1669879.750000 Penalty: 3126.779297
	Iteration 36Q: 3 clusters Score -1669880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1669884.500000 Penalty: 3126.779297
	Iteration 37Q: 3 clusters Score -1669884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1669887.125000 Penalty: 3126.779297
	Iteration 38Q: 3 clusters Score -1669887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1669891.250000 Penalty: 3126.779297
	Iteration 39Q: 3 clusters Score -1669891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1669892.500000 Penalty: 3126.779297
	Iteration 40F: 3 clusters Score -1669892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1669895.750000 Penalty: 3126.779297
	Iteration 41Q: 3 clusters Score -1669896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1669895.750000 Penalty: 3126.779297
	Iteration 42F: 3 clusters Score -1669896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (81879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Entering Unmasked Estep 
Score: -9462605.000000 Penalty: 1838.362183
	Iteration 0F: 2 clusters Score -9462605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -9408130.000000 Penalty: 3676.724365
	Iteration 0F: 3 clusters Score -9408130 nChanged 38947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -9431094.000000 Penalty: 3676.724365
	Iteration 1F: 3 clusters Score -9431094 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -9432375.000000 Penalty: 3676.724365
	Iteration 2Q: 3 clusters Score -9432375 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -9434187.000000 Penalty: 3676.724365
	Iteration 3Q: 3 clusters Score -9434187 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -9437073.000000 Penalty: 3676.724365
	Iteration 4F: 3 clusters Score -9437073 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -9441177.000000 Penalty: 3676.724365
	Iteration 5F: 3 clusters Score -9441177 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -9446333.000000 Penalty: 3676.724365
	Iteration 6F: 3 clusters Score -9446333 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 64142 members 
Entering Unmasked Estep 
Score: -9451018.000000 Penalty: 3676.724365
	Iteration 7F: 3 clusters Score -9451018 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -9454439.000000 Penalty: 3676.724365
	Iteration 8Q: 3 clusters Score -9454439 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -9456117.000000 Penalty: 3676.724365
	Iteration 9Q: 3 clusters Score -9456117 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 71211 members 
Entering Unmasked Estep 
Score: -9457328.000000 Penalty: 3676.724365
	Iteration 10Q: 3 clusters Score -9457328 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -9458352.000000 Penalty: 3676.724365
	Iteration 11Q: 3 clusters Score -9458352 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 74184 members 
Entering Unmasked Estep 
Score: -9459273.000000 Penalty: 3676.724365
	Iteration 12Q: 3 clusters Score -9459273 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -9460007.000000 Penalty: 3676.724365
	Iteration 13Q: 3 clusters Score -9460007 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -9460580.000000 Penalty: 3676.724365
	Iteration 14Q: 3 clusters Score -9460580 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -9460931.000000 Penalty: 3676.724365
	Iteration 15Q: 3 clusters Score -9460931 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 77559 members 
Entering Unmasked Estep 
Score: -9461176.000000 Penalty: 3676.724365
	Iteration 16Q: 3 clusters Score -9461176 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 78022 members 
Entering Unmasked Estep 
Score: -9461343.000000 Penalty: 3676.724365
	Iteration 17Q: 3 clusters Score -9461343 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 78423 members 
Entering Unmasked Estep 
Score: -9461495.000000 Penalty: 3676.724365
	Iteration 18Q: 3 clusters Score -9461495 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -9461599.000000 Penalty: 3676.724365
	Iteration 19Q: 3 clusters Score -9461599 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 78999 members 
Entering Unmasked Estep 
Score: -9461629.000000 Penalty: 3676.724365
	Iteration 20F: 3 clusters Score -9461629 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -9461682.000000 Penalty: 3676.724365
	Iteration 21Q: 3 clusters Score -9461682 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -9461726.000000 Penalty: 3676.724365
	Iteration 22Q: 3 clusters Score -9461726 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -9461767.000000 Penalty: 3676.724365
	Iteration 23Q: 3 clusters Score -9461767 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -9461779.000000 Penalty: 3676.724365
	Iteration 24Q: 3 clusters Score -9461779 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 79750 members 
Entering Unmasked Estep 
Score: -9461778.000000 Penalty: 3676.724365
	Iteration 25Q: 3 clusters Score -9461778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 79826 members 
Entering Unmasked Estep 
Score: -9461804.000000 Penalty: 3676.724365
	Iteration 26Q: 3 clusters Score -9461804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -9461825.000000 Penalty: 3676.724365
	Iteration 27Q: 3 clusters Score -9461825 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 79954 members 
Entering Unmasked Estep 
Score: -9461817.000000 Penalty: 3676.724365
	Iteration 28Q: 3 clusters Score -9461817 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 80001 members 
Entering Unmasked Estep 
Score: -9461838.000000 Penalty: 3676.724365
	Iteration 29Q: 3 clusters Score -9461838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -9461835.000000 Penalty: 3676.724365
	Iteration 30Q: 3 clusters Score -9461835 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -9461842.000000 Penalty: 3676.724365
	Iteration 31Q: 3 clusters Score -9461842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -9461863.000000 Penalty: 3676.724365
	Iteration 32Q: 3 clusters Score -9461863 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 80177 members 
Entering Unmasked Estep 
Score: -9461849.000000 Penalty: 3676.724365
	Iteration 33Q: 3 clusters Score -9461849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -9461881.000000 Penalty: 3676.724365
	Iteration 34Q: 3 clusters Score -9461881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 80224 members 
Entering Unmasked Estep 
Score: -9461867.000000 Penalty: 3676.724365
	Iteration 35Q: 3 clusters Score -9461867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -9461870.000000 Penalty: 3676.724365
	Iteration 36Q: 3 clusters Score -9461870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -9461865.000000 Penalty: 3676.724365
	Iteration 37Q: 3 clusters Score -9461865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -9461875.000000 Penalty: 3676.724365
	Iteration 38Q: 3 clusters Score -9461875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 80303 members 
Entering Unmasked Estep 
Score: -9461873.000000 Penalty: 3676.724365
	Iteration 39Q: 3 clusters Score -9461873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -9461870.000000 Penalty: 3676.724365
	Iteration 40F: 3 clusters Score -9461870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 80329 members 
Entering Unmasked Estep 
Score: -9461865.000000 Penalty: 3676.724365
	Iteration 41Q: 3 clusters Score -9461865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -9461870.000000 Penalty: 3676.724365
	Iteration 42Q: 3 clusters Score -9461870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -9461858.000000 Penalty: 3676.724365
	Iteration 43Q: 3 clusters Score -9461858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -9461856.000000 Penalty: 3676.724365
	Iteration 44Q: 3 clusters Score -9461856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -9461861.000000 Penalty: 3676.724365
	Iteration 45Q: 3 clusters Score -9461861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -9461854.000000 Penalty: 3676.724365
	Iteration 46Q: 3 clusters Score -9461854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -9461861.000000 Penalty: 3676.724365
	Iteration 47Q: 3 clusters Score -9461861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -9461864.000000 Penalty: 3676.724365
	Iteration 48Q: 3 clusters Score -9461864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 80360 members 
Entering Unmasked Estep 
Score: -9461866.000000 Penalty: 3676.724365
	Iteration 49Q: 3 clusters Score -9461866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 80361 members 
Entering Unmasked Estep 
Score: -9461863.000000 Penalty: 3676.724365
	Iteration 50Q: 3 clusters Score -9461863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 80361 members 
Entering Unmasked Estep 
Score: -9461863.000000 Penalty: 3676.724365
	Iteration 51F: 3 clusters Score -9461863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -382772.250000 Penalty: 1329.438599
	Iteration 0F: 2 clusters Score -382772.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -379750.031250 Penalty: 2658.877197
	Iteration 0F: 3 clusters Score -379750 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -380707.906250 Penalty: 2658.877197
	Iteration 1F: 3 clusters Score -380707.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -381090.781250 Penalty: 2658.877197
	Iteration 2F: 3 clusters Score -381090.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -381391.062500 Penalty: 2658.877197
	Iteration 3F: 3 clusters Score -381391.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -381650.437500 Penalty: 2658.877197
	Iteration 4F: 3 clusters Score -381650.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -381862.093750 Penalty: 2658.877197
	Iteration 5F: 3 clusters Score -381862.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -382024.343750 Penalty: 2658.877197
	Iteration 6Q: 3 clusters Score -382024.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -382136.000000 Penalty: 2658.877197
	Iteration 7Q: 3 clusters Score -382136 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -382210.843750 Penalty: 2658.877197
	Iteration 8Q: 3 clusters Score -382210.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -382242.312500 Penalty: 2658.877197
	Iteration 9Q: 3 clusters Score -382242.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -382263.687500 Penalty: 2658.877197
	Iteration 10Q: 3 clusters Score -382263.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -382281.156250 Penalty: 2658.877197
	Iteration 11Q: 3 clusters Score -382281.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -382293.125000 Penalty: 2658.877197
	Iteration 12Q: 3 clusters Score -382293.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -382302.250000 Penalty: 2658.877197
	Iteration 13Q: 3 clusters Score -382302.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -382308.093750 Penalty: 2658.877197
	Iteration 14Q: 3 clusters Score -382308.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -382316.156250 Penalty: 2658.877197
	Iteration 15Q: 3 clusters Score -382316.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -382321.312500 Penalty: 2658.877197
	Iteration 16Q: 3 clusters Score -382321.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -382326.312500 Penalty: 2658.877197
	Iteration 17Q: 3 clusters Score -382326.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -382330.531250 Penalty: 2658.877197
	Iteration 18Q: 3 clusters Score -382330.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -382335.031250 Penalty: 2658.877197
	Iteration 19Q: 3 clusters Score -382335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -382343.437500 Penalty: 2658.877197
	Iteration 20F: 3 clusters Score -382343.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -382371.593750 Penalty: 2658.877197
	Iteration 21Q: 3 clusters Score -382371.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -382475.687500 Penalty: 2658.877197
	Iteration 22Q: 3 clusters Score -382475.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -382567.375000 Penalty: 2658.877197
	Iteration 23Q: 3 clusters Score -382567.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -382623.906250 Penalty: 2658.877197
	Iteration 24Q: 3 clusters Score -382623.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -382639.906250 Penalty: 2658.877197
	Iteration 25Q: 3 clusters Score -382639.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -382644.375000 Penalty: 2658.877197
	Iteration 26Q: 3 clusters Score -382644.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -382647.218750 Penalty: 2658.877197
	Iteration 27Q: 3 clusters Score -382647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -382649.406250 Penalty: 2658.877197
	Iteration 28Q: 3 clusters Score -382649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -382650.000000 Penalty: 2658.877197
	Iteration 29Q: 3 clusters Score -382650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -382650.000000 Penalty: 2658.877197
	Iteration 30F: 3 clusters Score -382650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -89398.921875 Penalty: 1101.367554
	Iteration 0F: 2 clusters Score -89398.92 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 426 members 
Entering Unmasked Estep 
Score: -88053.710938 Penalty: 2202.735107
	Iteration 0F: 3 clusters Score -88053.71 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88371.007812 Penalty: 2202.735107
	Iteration 1F: 3 clusters Score -88371.01 nChanged 87
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: -88494.671875 Penalty: 2202.735107
	Iteration 2F: 3 clusters Score -88494.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -88557.296875 Penalty: 2202.735107
	Iteration 3F: 3 clusters Score -88557.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -88595.960938 Penalty: 2202.735107
	Iteration 4Q: 3 clusters Score -88595.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -88633.789062 Penalty: 2202.735107
	Iteration 5Q: 3 clusters Score -88633.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -88656.953125 Penalty: 2202.735107
	Iteration 6Q: 3 clusters Score -88656.95 nChanged 22
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: -88682.539062 Penalty: 2202.735107
	Iteration 7Q: 3 clusters Score -88682.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -88698.046875 Penalty: 2202.735107
	Iteration 8Q: 3 clusters Score -88698.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -88725.632812 Penalty: 2202.735107
	Iteration 9Q: 3 clusters Score -88725.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -88754.085938 Penalty: 2202.735107
	Iteration 10Q: 3 clusters Score -88754.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -88761.515625 Penalty: 2202.735107
	Iteration 11Q: 3 clusters Score -88761.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -88768.062500 Penalty: 2202.735107
	Iteration 12Q: 3 clusters Score -88768.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -88775.640625 Penalty: 2202.735107
	Iteration 13Q: 3 clusters Score -88775.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -88781.789062 Penalty: 2202.735107
	Iteration 14Q: 3 clusters Score -88781.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -88788.328125 Penalty: 2202.735107
	Iteration 15Q: 3 clusters Score -88788.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -88791.789062 Penalty: 2202.735107
	Iteration 16F: 3 clusters Score -88791.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -88808.882812 Penalty: 2202.735107
	Iteration 17Q: 3 clusters Score -88808.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -88813.921875 Penalty: 2202.735107
	Iteration 18Q: 3 clusters Score -88813.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -88818.976562 Penalty: 2202.735107
	Iteration 19Q: 3 clusters Score -88818.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -88822.765625 Penalty: 2202.735107
	Iteration 20F: 3 clusters Score -88822.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -88845.414062 Penalty: 2202.735107
	Iteration 21Q: 3 clusters Score -88845.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -88875.695312 Penalty: 2202.735107
	Iteration 22Q: 3 clusters Score -88875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -88880.000000 Penalty: 2202.735107
	Iteration 23Q: 3 clusters Score -88880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -88885.414062 Penalty: 2202.735107
	Iteration 24Q: 3 clusters Score -88885.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -88893.460938 Penalty: 2202.735107
	Iteration 25Q: 3 clusters Score -88893.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -88893.859375 Penalty: 2202.735107
	Iteration 26Q: 3 clusters Score -88893.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -88893.859375 Penalty: 2202.735107
	Iteration 27F: 3 clusters Score -88893.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Entering Unmasked Estep 
Score: -5356741.000000 Penalty: 1747.076904
	Iteration 0F: 2 clusters Score -5356741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -5325416.000000 Penalty: 3494.153809
	Iteration 0F: 3 clusters Score -5325416 nChanged 21965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -5337977.000000 Penalty: 3494.153809
	Iteration 1F: 3 clusters Score -5337977 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -5338562.500000 Penalty: 3494.153809
	Iteration 2Q: 3 clusters Score -5338562 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -5339460.000000 Penalty: 3494.153809
	Iteration 3Q: 3 clusters Score -5339460 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -5340818.500000 Penalty: 3494.153809
	Iteration 4F: 3 clusters Score -5340818 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -5342795.000000 Penalty: 3494.153809
	Iteration 5F: 3 clusters Score -5342795 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -5345293.500000 Penalty: 3494.153809
	Iteration 6F: 3 clusters Score -5345294 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -5348043.000000 Penalty: 3494.153809
	Iteration 7F: 3 clusters Score -5348043 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -5350601.500000 Penalty: 3494.153809
	Iteration 8F: 3 clusters Score -5350602 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5352508.000000 Penalty: 3494.153809
	Iteration 9Q: 3 clusters Score -5352508 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5353775.500000 Penalty: 3494.153809
	Iteration 10Q: 3 clusters Score -5353776 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5354528.000000 Penalty: 3494.153809
	Iteration 11Q: 3 clusters Score -5354528 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5354877.000000 Penalty: 3494.153809
	Iteration 12Q: 3 clusters Score -5354877 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5355035.500000 Penalty: 3494.153809
	Iteration 13Q: 3 clusters Score -5355036 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5355127.000000 Penalty: 3494.153809
	Iteration 14Q: 3 clusters Score -5355127 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5355190.500000 Penalty: 3494.153809
	Iteration 15Q: 3 clusters Score -5355190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5355215.500000 Penalty: 3494.153809
	Iteration 16Q: 3 clusters Score -5355216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5355241.000000 Penalty: 3494.153809
	Iteration 17Q: 3 clusters Score -5355241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5355257.500000 Penalty: 3494.153809
	Iteration 18Q: 3 clusters Score -5355258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5355261.000000 Penalty: 3494.153809
	Iteration 19Q: 3 clusters Score -5355261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5355274.500000 Penalty: 3494.153809
	Iteration 20F: 3 clusters Score -5355274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5355284.000000 Penalty: 3494.153809
	Iteration 21Q: 3 clusters Score -5355284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5355289.500000 Penalty: 3494.153809
	Iteration 22Q: 3 clusters Score -5355290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5355295.000000 Penalty: 3494.153809
	Iteration 23Q: 3 clusters Score -5355295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5355289.000000 Penalty: 3494.153809
	Iteration 24Q: 3 clusters Score -5355289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5355290.000000 Penalty: 3494.153809
	Iteration 25Q: 3 clusters Score -5355290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5355293.500000 Penalty: 3494.153809
	Iteration 26Q: 3 clusters Score -5355294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5355296.500000 Penalty: 3494.153809
	Iteration 27Q: 3 clusters Score -5355296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5355295.500000 Penalty: 3494.153809
	Iteration 28Q: 3 clusters Score -5355296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5355299.000000 Penalty: 3494.153809
	Iteration 29Q: 3 clusters Score -5355299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5355296.000000 Penalty: 3494.153809
	Iteration 30Q: 3 clusters Score -5355296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5355298.000000 Penalty: 3494.153809
	Iteration 31Q: 3 clusters Score -5355298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5355303.500000 Penalty: 3494.153809
	Iteration 32Q: 3 clusters Score -5355304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5355303.500000 Penalty: 3494.153809
	Iteration 33F: 3 clusters Score -5355304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -40090.320312 Penalty: 977.625549
	Iteration 0F: 2 clusters Score -40090.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39189.539062 Penalty: 1955.251099
	Iteration 0F: 3 clusters Score -39189.54 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39365.812500 Penalty: 1955.251099
	Iteration 1F: 3 clusters Score -39365.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39438.425781 Penalty: 1955.251099
	Iteration 2F: 3 clusters Score -39438.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39502.687500 Penalty: 1955.251099
	Iteration 3F: 3 clusters Score -39502.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39558.468750 Penalty: 1955.251099
	Iteration 4Q: 3 clusters Score -39558.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39625.140625 Penalty: 1955.251099
	Iteration 5Q: 3 clusters Score -39625.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39659.308594 Penalty: 1955.251099
	Iteration 6Q: 3 clusters Score -39659.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39666.214844 Penalty: 1955.251099
	Iteration 7Q: 3 clusters Score -39666.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39670.957031 Penalty: 1955.251099
	Iteration 8Q: 3 clusters Score -39670.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39685.265625 Penalty: 1955.251099
	Iteration 9Q: 3 clusters Score -39685.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39701.308594 Penalty: 1955.251099
	Iteration 10Q: 3 clusters Score -39701.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39701.960938 Penalty: 1955.251099
	Iteration 11Q: 3 clusters Score -39701.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39707.968750 Penalty: 1955.251099
	Iteration 12Q: 3 clusters Score -39707.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39711.964844 Penalty: 1955.251099
	Iteration 13Q: 3 clusters Score -39711.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39717.464844 Penalty: 1955.251099
	Iteration 14Q: 3 clusters Score -39717.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39720.472656 Penalty: 1955.251099
	Iteration 15Q: 3 clusters Score -39720.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39721.453125 Penalty: 1955.251099
	Iteration 16Q: 3 clusters Score -39721.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39725.687500 Penalty: 1955.251099
	Iteration 17Q: 3 clusters Score -39725.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39726.898438 Penalty: 1955.251099
	Iteration 18Q: 3 clusters Score -39726.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39726.898438 Penalty: 1955.251099
	Iteration 19F: 3 clusters Score -39726.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Entering Unmasked Estep 
Score: -4294695.500000 Penalty: 1709.178955
	Iteration 0F: 2 clusters Score -4294696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -4269869.000000 Penalty: 3418.357910
	Iteration 0F: 3 clusters Score -4269869 nChanged 17188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -4279567.000000 Penalty: 3418.357910
	Iteration 1F: 3 clusters Score -4279567 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -4279960.500000 Penalty: 3418.357910
	Iteration 2Q: 3 clusters Score -4279960 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -4280305.000000 Penalty: 3418.357910
	Iteration 3Q: 3 clusters Score -4280305 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4280768.000000 Penalty: 3418.357910
	Iteration 4Q: 3 clusters Score -4280768 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -4281442.500000 Penalty: 3418.357910
	Iteration 5Q: 3 clusters Score -4281442 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -4282491.500000 Penalty: 3418.357910
	Iteration 6F: 3 clusters Score -4282492 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -4284242.500000 Penalty: 3418.357910
	Iteration 7F: 3 clusters Score -4284242 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -4286912.500000 Penalty: 3418.357910
	Iteration 8F: 3 clusters Score -4286912 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4290125.000000 Penalty: 3418.357910
	Iteration 9F: 3 clusters Score -4290125 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -4292111.500000 Penalty: 3418.357910
	Iteration 10F: 3 clusters Score -4292112 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -4292896.500000 Penalty: 3418.357910
	Iteration 11Q: 3 clusters Score -4292896 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -4293180.000000 Penalty: 3418.357910
	Iteration 12Q: 3 clusters Score -4293180 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -4293334.000000 Penalty: 3418.357910
	Iteration 13Q: 3 clusters Score -4293334 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -4293413.500000 Penalty: 3418.357910
	Iteration 14Q: 3 clusters Score -4293414 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -4293448.000000 Penalty: 3418.357910
	Iteration 15Q: 3 clusters Score -4293448 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -4293474.000000 Penalty: 3418.357910
	Iteration 16Q: 3 clusters Score -4293474 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -4293496.500000 Penalty: 3418.357910
	Iteration 17Q: 3 clusters Score -4293496 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4293508.000000 Penalty: 3418.357910
	Iteration 18Q: 3 clusters Score -4293508 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -4293513.000000 Penalty: 3418.357910
	Iteration 19Q: 3 clusters Score -4293513 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -4293505.500000 Penalty: 3418.357910
	Iteration 20F: 3 clusters Score -4293506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -4293501.000000 Penalty: 3418.357910
	Iteration 21Q: 3 clusters Score -4293501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4293501.500000 Penalty: 3418.357910
	Iteration 22Q: 3 clusters Score -4293502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4293505.500000 Penalty: 3418.357910
	Iteration 23Q: 3 clusters Score -4293506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -4293511.500000 Penalty: 3418.357910
	Iteration 24Q: 3 clusters Score -4293512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -4293506.500000 Penalty: 3418.357910
	Iteration 25Q: 3 clusters Score -4293506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -4293502.500000 Penalty: 3418.357910
	Iteration 26Q: 3 clusters Score -4293502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -4293501.000000 Penalty: 3418.357910
	Iteration 27Q: 3 clusters Score -4293501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -4293499.000000 Penalty: 3418.357910
	Iteration 28Q: 3 clusters Score -4293499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -4293489.000000 Penalty: 3418.357910
	Iteration 29Q: 3 clusters Score -4293489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -4293497.000000 Penalty: 3418.357910
	Iteration 30Q: 3 clusters Score -4293497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -4293493.000000 Penalty: 3418.357910
	Iteration 31Q: 3 clusters Score -4293493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -4293499.500000 Penalty: 3418.357910
	Iteration 32Q: 3 clusters Score -4293500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -4293507.000000 Penalty: 3418.357910
	Iteration 33Q: 3 clusters Score -4293507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -4293499.500000 Penalty: 3418.357910
	Iteration 34Q: 3 clusters Score -4293500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -4293505.500000 Penalty: 3418.357910
	Iteration 35Q: 3 clusters Score -4293506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4293503.000000 Penalty: 3418.357910
	Iteration 36Q: 3 clusters Score -4293503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -4293492.500000 Penalty: 3418.357910
	Iteration 37Q: 3 clusters Score -4293492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -4293506.500000 Penalty: 3418.357910
	Iteration 38Q: 3 clusters Score -4293506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -4293500.000000 Penalty: 3418.357910
	Iteration 39Q: 3 clusters Score -4293500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -4293499.500000 Penalty: 3418.357910
	Iteration 40F: 3 clusters Score -4293500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -4293508.000000 Penalty: 3418.357910
	Iteration 41Q: 3 clusters Score -4293508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -4293508.000000 Penalty: 3418.357910
	Iteration 42Q: 3 clusters Score -4293508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -4293506.000000 Penalty: 3418.357910
	Iteration 43Q: 3 clusters Score -4293506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -4293511.500000 Penalty: 3418.357910
	Iteration 44Q: 3 clusters Score -4293512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -4293516.000000 Penalty: 3418.357910
	Iteration 45Q: 3 clusters Score -4293516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -4293521.500000 Penalty: 3418.357910
	Iteration 46Q: 3 clusters Score -4293522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -4293513.500000 Penalty: 3418.357910
	Iteration 47Q: 3 clusters Score -4293514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -4293516.000000 Penalty: 3418.357910
	Iteration 48Q: 3 clusters Score -4293516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -4293518.500000 Penalty: 3418.357910
	Iteration 49Q: 3 clusters Score -4293518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -4293526.000000 Penalty: 3418.357910
	Iteration 50Q: 3 clusters Score -4293526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -4293511.500000 Penalty: 3418.357910
	Iteration 51Q: 3 clusters Score -4293512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -4293513.000000 Penalty: 3418.357910
	Iteration 52Q: 3 clusters Score -4293513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -4293517.500000 Penalty: 3418.357910
	Iteration 53Q: 3 clusters Score -4293518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -4293513.000000 Penalty: 3418.357910
	Iteration 54Q: 3 clusters Score -4293513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -4293510.000000 Penalty: 3418.357910
	Iteration 55Q: 3 clusters Score -4293510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -4293511.500000 Penalty: 3418.357910
	Iteration 56Q: 3 clusters Score -4293512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -4293508.000000 Penalty: 3418.357910
	Iteration 57Q: 3 clusters Score -4293508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -4293513.500000 Penalty: 3418.357910
	Iteration 58Q: 3 clusters Score -4293514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -4293518.500000 Penalty: 3418.357910
	Iteration 59Q: 3 clusters Score -4293518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -4293519.500000 Penalty: 3418.357910
	Iteration 60F: 3 clusters Score -4293520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -4293521.500000 Penalty: 3418.357910
	Iteration 61Q: 3 clusters Score -4293522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -4293520.500000 Penalty: 3418.357910
	Iteration 62Q: 3 clusters Score -4293520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -4293523.000000 Penalty: 3418.357910
	Iteration 63Q: 3 clusters Score -4293523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -4293517.500000 Penalty: 3418.357910
	Iteration 64Q: 3 clusters Score -4293518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -4293516.500000 Penalty: 3418.357910
	Iteration 65Q: 3 clusters Score -4293516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -4293520.000000 Penalty: 3418.357910
	Iteration 66Q: 3 clusters Score -4293520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -4293515.500000 Penalty: 3418.357910
	Iteration 67Q: 3 clusters Score -4293516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -4293517.500000 Penalty: 3418.357910
	Iteration 68Q: 3 clusters Score -4293518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -4293522.000000 Penalty: 3418.357910
	Iteration 69Q: 3 clusters Score -4293522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -4293525.500000 Penalty: 3418.357910
	Iteration 70Q: 3 clusters Score -4293526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -4293526.000000 Penalty: 3418.357910
	Iteration 71Q: 3 clusters Score -4293526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -4293522.500000 Penalty: 3418.357910
	Iteration 72Q: 3 clusters Score -4293522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -4293521.000000 Penalty: 3418.357910
	Iteration 73Q: 3 clusters Score -4293521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -4293520.500000 Penalty: 3418.357910
	Iteration 74Q: 3 clusters Score -4293520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -4293518.000000 Penalty: 3418.357910
	Iteration 75Q: 3 clusters Score -4293518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -4293516.500000 Penalty: 3418.357910
	Iteration 76Q: 3 clusters Score -4293516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -4293515.000000 Penalty: 3418.357910
	Iteration 77Q: 3 clusters Score -4293515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -4293516.000000 Penalty: 3418.357910
	Iteration 78Q: 3 clusters Score -4293516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -4293516.000000 Penalty: 3418.357910
	Iteration 79Q: 3 clusters Score -4293516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -4293514.500000 Penalty: 3418.357910
	Iteration 80F: 3 clusters Score -4293514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (137731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137731 members 
Entering Unmasked Estep 
Score: -15579227.000000 Penalty: 1922.871826
	Iteration 0F: 2 clusters Score -1.557923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -15487213.000000 Penalty: 3845.743652
	Iteration 0F: 3 clusters Score -1.548721e+07 nChanged 66337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -15525653.000000 Penalty: 3845.743652
	Iteration 1F: 3 clusters Score -1.552565e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -15526327.000000 Penalty: 3845.743652
	Iteration 2Q: 3 clusters Score -1.552633e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -15527151.000000 Penalty: 3845.743652
	Iteration 3Q: 3 clusters Score -1.552715e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -15528403.000000 Penalty: 3845.743652
	Iteration 4Q: 3 clusters Score -1.55284e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79068 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -15530489.000000 Penalty: 3845.743652
	Iteration 5Q: 3 clusters Score -1.553049e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -15534060.000000 Penalty: 3845.743652
	Iteration 6Q: 3 clusters Score -1.553406e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91212 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -15539887.000000 Penalty: 3845.743652
	Iteration 7F: 3 clusters Score -1.553989e+07 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99745 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -15548372.000000 Penalty: 3845.743652
	Iteration 8F: 3 clusters Score -1.554837e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107761 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -15557122.000000 Penalty: 3845.743652
	Iteration 9F: 3 clusters Score -1.555712e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113309 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -15563846.000000 Penalty: 3845.743652
	Iteration 10F: 3 clusters Score -1.556385e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116692 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -15567860.000000 Penalty: 3845.743652
	Iteration 11Q: 3 clusters Score -1.556786e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118950 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -15569991.000000 Penalty: 3845.743652
	Iteration 12Q: 3 clusters Score -1.556999e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120704 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -15571323.000000 Penalty: 3845.743652
	Iteration 13Q: 3 clusters Score -1.557132e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122263 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -15572407.000000 Penalty: 3845.743652
	Iteration 14Q: 3 clusters Score -1.557241e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123581 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -15573236.000000 Penalty: 3845.743652
	Iteration 15Q: 3 clusters Score -1.557324e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124652 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -15573815.000000 Penalty: 3845.743652
	Iteration 16Q: 3 clusters Score -1.557382e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125593 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -15574268.000000 Penalty: 3845.743652
	Iteration 17Q: 3 clusters Score -1.557427e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126454 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -15574649.000000 Penalty: 3845.743652
	Iteration 18Q: 3 clusters Score -1.557465e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127218 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -15574940.000000 Penalty: 3845.743652
	Iteration 19Q: 3 clusters Score -1.557494e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127924 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -15575150.000000 Penalty: 3845.743652
	Iteration 20F: 3 clusters Score -1.557515e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128524 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -15575321.000000 Penalty: 3845.743652
	Iteration 21Q: 3 clusters Score -1.557532e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129044 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -15575472.000000 Penalty: 3845.743652
	Iteration 22Q: 3 clusters Score -1.557547e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129517 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -15575578.000000 Penalty: 3845.743652
	Iteration 23Q: 3 clusters Score -1.557558e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129976 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -15575727.000000 Penalty: 3845.743652
	Iteration 24Q: 3 clusters Score -1.557573e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130439 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -15575865.000000 Penalty: 3845.743652
	Iteration 25Q: 3 clusters Score -1.557586e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130927 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -15576021.000000 Penalty: 3845.743652
	Iteration 26Q: 3 clusters Score -1.557602e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131378 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -15576235.000000 Penalty: 3845.743652
	Iteration 27Q: 3 clusters Score -1.557624e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131837 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -15576389.000000 Penalty: 3845.743652
	Iteration 28Q: 3 clusters Score -1.557639e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132295 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -15576552.000000 Penalty: 3845.743652
	Iteration 29Q: 3 clusters Score -1.557655e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132707 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -15576676.000000 Penalty: 3845.743652
	Iteration 30Q: 3 clusters Score -1.557668e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133064 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -15576834.000000 Penalty: 3845.743652
	Iteration 31Q: 3 clusters Score -1.557683e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133418 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -15576948.000000 Penalty: 3845.743652
	Iteration 32Q: 3 clusters Score -1.557695e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133775 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -15577080.000000 Penalty: 3845.743652
	Iteration 33Q: 3 clusters Score -1.557708e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134119 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -15577263.000000 Penalty: 3845.743652
	Iteration 34Q: 3 clusters Score -1.557726e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134412 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -15577338.000000 Penalty: 3845.743652
	Iteration 35Q: 3 clusters Score -1.557734e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134701 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -15577491.000000 Penalty: 3845.743652
	Iteration 36Q: 3 clusters Score -1.557749e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134948 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -15577581.000000 Penalty: 3845.743652
	Iteration 37Q: 3 clusters Score -1.557758e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135169 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -15577637.000000 Penalty: 3845.743652
	Iteration 38Q: 3 clusters Score -1.557764e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135369 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -15577746.000000 Penalty: 3845.743652
	Iteration 39Q: 3 clusters Score -1.557775e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135529 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -15577833.000000 Penalty: 3845.743652
	Iteration 40F: 3 clusters Score -1.557783e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135691 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -15577921.000000 Penalty: 3845.743652
	Iteration 41Q: 3 clusters Score -1.557792e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135830 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -15577989.000000 Penalty: 3845.743652
	Iteration 42Q: 3 clusters Score -1.557799e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135947 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -15578075.000000 Penalty: 3845.743652
	Iteration 43Q: 3 clusters Score -1.557808e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136037 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -15578107.000000 Penalty: 3845.743652
	Iteration 44Q: 3 clusters Score -1.557811e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136114 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -15578162.000000 Penalty: 3845.743652
	Iteration 45Q: 3 clusters Score -1.557816e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136166 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -15578167.000000 Penalty: 3845.743652
	Iteration 46Q: 3 clusters Score -1.557817e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136201 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -15578188.000000 Penalty: 3845.743652
	Iteration 47Q: 3 clusters Score -1.557819e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136242 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -15578217.000000 Penalty: 3845.743652
	Iteration 48Q: 3 clusters Score -1.557822e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136279 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -15578244.000000 Penalty: 3845.743652
	Iteration 49Q: 3 clusters Score -1.557824e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136305 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -15578271.000000 Penalty: 3845.743652
	Iteration 50Q: 3 clusters Score -1.557827e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136326 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -15578273.000000 Penalty: 3845.743652
	Iteration 51Q: 3 clusters Score -1.557827e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136343 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -15578328.000000 Penalty: 3845.743652
	Iteration 52Q: 3 clusters Score -1.557833e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136360 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -15578332.000000 Penalty: 3845.743652
	Iteration 53Q: 3 clusters Score -1.557833e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136364 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -15578359.000000 Penalty: 3845.743652
	Iteration 54Q: 3 clusters Score -1.557836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136359 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15578381.000000 Penalty: 3845.743652
	Iteration 55Q: 3 clusters Score -1.557838e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136367 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -15578390.000000 Penalty: 3845.743652
	Iteration 56Q: 3 clusters Score -1.557839e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136373 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -15578408.000000 Penalty: 3845.743652
	Iteration 57Q: 3 clusters Score -1.557841e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136384 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -15578426.000000 Penalty: 3845.743652
	Iteration 58Q: 3 clusters Score -1.557843e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136381 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -15578410.000000 Penalty: 3845.743652
	Iteration 59Q: 3 clusters Score -1.557841e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136378 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -15578430.000000 Penalty: 3845.743652
	Iteration 60F: 3 clusters Score -1.557843e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136379 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -15578446.000000 Penalty: 3845.743652
	Iteration 61Q: 3 clusters Score -1.557845e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136377 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -15578448.000000 Penalty: 3845.743652
	Iteration 62Q: 3 clusters Score -1.557845e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136372 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15578449.000000 Penalty: 3845.743652
	Iteration 63Q: 3 clusters Score -1.557845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136365 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -15578453.000000 Penalty: 3845.743652
	Iteration 64Q: 3 clusters Score -1.557845e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136359 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15578449.000000 Penalty: 3845.743652
	Iteration 65Q: 3 clusters Score -1.557845e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136351 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -15578458.000000 Penalty: 3845.743652
	Iteration 66Q: 3 clusters Score -1.557846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136344 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -15578471.000000 Penalty: 3845.743652
	Iteration 67Q: 3 clusters Score -1.557847e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136332 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -15578498.000000 Penalty: 3845.743652
	Iteration 68Q: 3 clusters Score -1.55785e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136311 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -15578483.000000 Penalty: 3845.743652
	Iteration 69Q: 3 clusters Score -1.557848e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136296 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -15578482.000000 Penalty: 3845.743652
	Iteration 70Q: 3 clusters Score -1.557848e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136279 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -15578498.000000 Penalty: 3845.743652
	Iteration 71Q: 3 clusters Score -1.55785e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136262 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -15578534.000000 Penalty: 3845.743652
	Iteration 72Q: 3 clusters Score -1.557853e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136251 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -15578531.000000 Penalty: 3845.743652
	Iteration 73Q: 3 clusters Score -1.557853e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136238 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -15578536.000000 Penalty: 3845.743652
	Iteration 74Q: 3 clusters Score -1.557854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136231 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -15578534.000000 Penalty: 3845.743652
	Iteration 75Q: 3 clusters Score -1.557853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136224 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -15578540.000000 Penalty: 3845.743652
	Iteration 76Q: 3 clusters Score -1.557854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136225 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -15578535.000000 Penalty: 3845.743652
	Iteration 77Q: 3 clusters Score -1.557854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136224 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -15578546.000000 Penalty: 3845.743652
	Iteration 78Q: 3 clusters Score -1.557855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136215 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -15578549.000000 Penalty: 3845.743652
	Iteration 79Q: 3 clusters Score -1.557855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136207 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -15578549.000000 Penalty: 3845.743652
	Iteration 80F: 3 clusters Score -1.557855e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136196 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -15578565.000000 Penalty: 3845.743652
	Iteration 81Q: 3 clusters Score -1.557856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136189 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -15578551.000000 Penalty: 3845.743652
	Iteration 82Q: 3 clusters Score -1.557855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136177 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -15578560.000000 Penalty: 3845.743652
	Iteration 83Q: 3 clusters Score -1.557856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136172 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -15578545.000000 Penalty: 3845.743652
	Iteration 84Q: 3 clusters Score -1.557854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136170 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -15578552.000000 Penalty: 3845.743652
	Iteration 85Q: 3 clusters Score -1.557855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136167 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -15578540.000000 Penalty: 3845.743652
	Iteration 86Q: 3 clusters Score -1.557854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136167 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -15578534.000000 Penalty: 3845.743652
	Iteration 87Q: 3 clusters Score -1.557853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136164 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -15578538.000000 Penalty: 3845.743652
	Iteration 88Q: 3 clusters Score -1.557854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136162 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -15578543.000000 Penalty: 3845.743652
	Iteration 89Q: 3 clusters Score -1.557854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136160 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -15578561.000000 Penalty: 3845.743652
	Iteration 90Q: 3 clusters Score -1.557856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136158 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -15578564.000000 Penalty: 3845.743652
	Iteration 91Q: 3 clusters Score -1.557856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136156 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -15578560.000000 Penalty: 3845.743652
	Iteration 92Q: 3 clusters Score -1.557856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136156 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -15578559.000000 Penalty: 3845.743652
	Iteration 93Q: 3 clusters Score -1.557856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136157 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -15578564.000000 Penalty: 3845.743652
	Iteration 94Q: 3 clusters Score -1.557856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136158 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -15578568.000000 Penalty: 3845.743652
	Iteration 95Q: 3 clusters Score -1.557857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136158 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -15578568.000000 Penalty: 3845.743652
	Iteration 96F: 3 clusters Score -1.557857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Entering Unmasked Estep 
Score: -480159.750000 Penalty: 1355.362793
	Iteration 0F: 2 clusters Score -480159.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -476657.750000 Penalty: 2710.725586
	Iteration 0F: 3 clusters Score -476657.8 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -477548.593750 Penalty: 2710.725586
	Iteration 1F: 3 clusters Score -477548.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -477682.875000 Penalty: 2710.725586
	Iteration 2F: 3 clusters Score -477682.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -477756.406250 Penalty: 2710.725586
	Iteration 3Q: 3 clusters Score -477756.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -477832.750000 Penalty: 2710.725586
	Iteration 4Q: 3 clusters Score -477832.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -477895.000000 Penalty: 2710.725586
	Iteration 5Q: 3 clusters Score -477895 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -477942.937500 Penalty: 2710.725586
	Iteration 6Q: 3 clusters Score -477942.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -477995.656250 Penalty: 2710.725586
	Iteration 7Q: 3 clusters Score -477995.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -478040.750000 Penalty: 2710.725586
	Iteration 8Q: 3 clusters Score -478040.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -478088.906250 Penalty: 2710.725586
	Iteration 9Q: 3 clusters Score -478088.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -478141.187500 Penalty: 2710.725586
	Iteration 10Q: 3 clusters Score -478141.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -478196.406250 Penalty: 2710.725586
	Iteration 11Q: 3 clusters Score -478196.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -478259.906250 Penalty: 2710.725586
	Iteration 12Q: 3 clusters Score -478259.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -478341.156250 Penalty: 2710.725586
	Iteration 13Q: 3 clusters Score -478341.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -478454.562500 Penalty: 2710.725586
	Iteration 14Q: 3 clusters Score -478454.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -478562.125000 Penalty: 2710.725586
	Iteration 15Q: 3 clusters Score -478562.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -478666.781250 Penalty: 2710.725586
	Iteration 16Q: 3 clusters Score -478666.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -478766.406250 Penalty: 2710.725586
	Iteration 17Q: 3 clusters Score -478766.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -478848.156250 Penalty: 2710.725586
	Iteration 18Q: 3 clusters Score -478848.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -478929.093750 Penalty: 2710.725586
	Iteration 19Q: 3 clusters Score -478929.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -479000.625000 Penalty: 2710.725586
	Iteration 20F: 3 clusters Score -479000.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -479060.843750 Penalty: 2710.725586
	Iteration 21Q: 3 clusters Score -479060.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -479107.843750 Penalty: 2710.725586
	Iteration 22Q: 3 clusters Score -479107.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -479136.718750 Penalty: 2710.725586
	Iteration 23Q: 3 clusters Score -479136.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -479153.281250 Penalty: 2710.725586
	Iteration 24Q: 3 clusters Score -479153.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -479161.687500 Penalty: 2710.725586
	Iteration 25Q: 3 clusters Score -479161.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -479168.000000 Penalty: 2710.725586
	Iteration 26Q: 3 clusters Score -479168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -479174.250000 Penalty: 2710.725586
	Iteration 27Q: 3 clusters Score -479174.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -479180.718750 Penalty: 2710.725586
	Iteration 28Q: 3 clusters Score -479180.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -479187.468750 Penalty: 2710.725586
	Iteration 29Q: 3 clusters Score -479187.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -479189.875000 Penalty: 2710.725586
	Iteration 30Q: 3 clusters Score -479189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -479190.500000 Penalty: 2710.725586
	Iteration 31Q: 3 clusters Score -479190.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -479191.156250 Penalty: 2710.725586
	Iteration 32Q: 3 clusters Score -479191.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -479191.500000 Penalty: 2710.725586
	Iteration 33Q: 3 clusters Score -479191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -479191.687500 Penalty: 2710.725586
	Iteration 34Q: 3 clusters Score -479191.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -479191.687500 Penalty: 2710.725586
	Iteration 35F: 3 clusters Score -479191.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (133732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133732 members 
Entering Unmasked Estep 
Score: -15547629.000000 Penalty: 1918.083862
	Iteration 0F: 2 clusters Score -1.554763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -15466008.000000 Penalty: 3836.167725
	Iteration 0F: 3 clusters Score -1.546601e+07 nChanged 64162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -15504075.000000 Penalty: 3836.167725
	Iteration 1F: 3 clusters Score -1.550408e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 78065 members 
Entering Unmasked Estep 
Score: -15505870.000000 Penalty: 3836.167725
	Iteration 2Q: 3 clusters Score -1.550587e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 85483 members 
Entering Unmasked Estep 
Score: -15509432.000000 Penalty: 3836.167725
	Iteration 3F: 3 clusters Score -1.550943e+07 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -15515326.000000 Penalty: 3836.167725
	Iteration 4F: 3 clusters Score -1.551533e+07 nChanged 12576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 108382 members 
Entering Unmasked Estep 
Score: -15523648.000000 Penalty: 3836.167725
	Iteration 5F: 3 clusters Score -1.552365e+07 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 119635 members 
Entering Unmasked Estep 
Score: -15532325.000000 Penalty: 3836.167725
	Iteration 6F: 3 clusters Score -1.553232e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 127358 members 
Entering Unmasked Estep 
Score: -15539179.000000 Penalty: 3836.167725
	Iteration 7F: 3 clusters Score -1.553918e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 131398 members 
Entering Unmasked Estep 
Score: -15543127.000000 Penalty: 3836.167725
	Iteration 8Q: 3 clusters Score -1.554313e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 132968 members 
Entering Unmasked Estep 
Score: -15544959.000000 Penalty: 3836.167725
	Iteration 9Q: 3 clusters Score -1.554496e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 133416 members 
Entering Unmasked Estep 
Score: -15545509.000000 Penalty: 3836.167725
	Iteration 10Q: 3 clusters Score -1.554551e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 133529 members 
Entering Unmasked Estep 
Score: -15545662.000000 Penalty: 3836.167725
	Iteration 11Q: 3 clusters Score -1.554566e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 133575 members 
Entering Unmasked Estep 
Score: -15545769.000000 Penalty: 3836.167725
	Iteration 12Q: 3 clusters Score -1.554577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 133586 members 
Entering Unmasked Estep 
Score: -15545786.000000 Penalty: 3836.167725
	Iteration 13Q: 3 clusters Score -1.554579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 133591 members 
Entering Unmasked Estep 
Score: -15545816.000000 Penalty: 3836.167725
	Iteration 14Q: 3 clusters Score -1.554582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 133593 members 
Entering Unmasked Estep 
Score: -15545816.000000 Penalty: 3836.167725
	Iteration 15Q: 3 clusters Score -1.554582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133592 members 
Entering Unmasked Estep 
Score: -15545830.000000 Penalty: 3836.167725
	Iteration 16Q: 3 clusters Score -1.554583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133592 members 
Entering Unmasked Estep 
Score: -15545843.000000 Penalty: 3836.167725
	Iteration 17Q: 3 clusters Score -1.554584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 133590 members 
Entering Unmasked Estep 
Score: -15545836.000000 Penalty: 3836.167725
	Iteration 18Q: 3 clusters Score -1.554584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133592 members 
Entering Unmasked Estep 
Score: -15545840.000000 Penalty: 3836.167725
	Iteration 19Q: 3 clusters Score -1.554584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133592 members 
Entering Unmasked Estep 
Score: -15545840.000000 Penalty: 3836.167725
	Iteration 20F: 3 clusters Score -1.554584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (71239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71239 members 
Entering Unmasked Estep 
Score: -8276682.500000 Penalty: 1815.741821
	Iteration 0F: 2 clusters Score -8276682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -8229007.500000 Penalty: 3631.483643
	Iteration 0F: 3 clusters Score -8229008 nChanged 33927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -8248421.500000 Penalty: 3631.483643
	Iteration 1F: 3 clusters Score -8248422 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -8248832.500000 Penalty: 3631.483643
	Iteration 2Q: 3 clusters Score -8248832 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -8249209.000000 Penalty: 3631.483643
	Iteration 3Q: 3 clusters Score -8249209 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -8249594.500000 Penalty: 3631.483643
	Iteration 4Q: 3 clusters Score -8249594 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -8250058.500000 Penalty: 3631.483643
	Iteration 5Q: 3 clusters Score -8250058 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -8250565.500000 Penalty: 3631.483643
	Iteration 6Q: 3 clusters Score -8250566 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -8251230.000000 Penalty: 3631.483643
	Iteration 7Q: 3 clusters Score -8251230 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -8252075.500000 Penalty: 3631.483643
	Iteration 8Q: 3 clusters Score -8252076 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -8253290.000000 Penalty: 3631.483643
	Iteration 9Q: 3 clusters Score -8253290 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -8255028.000000 Penalty: 3631.483643
	Iteration 10Q: 3 clusters Score -8255028 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -8257319.000000 Penalty: 3631.483643
	Iteration 11F: 3 clusters Score -8257319 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -8260237.000000 Penalty: 3631.483643
	Iteration 12F: 3 clusters Score -8260237 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -8263650.000000 Penalty: 3631.483643
	Iteration 13F: 3 clusters Score -8263650 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -8267552.000000 Penalty: 3631.483643
	Iteration 14Q: 3 clusters Score -8267552 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -8271342.000000 Penalty: 3631.483643
	Iteration 15Q: 3 clusters Score -8271342 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -8273609.000000 Penalty: 3631.483643
	Iteration 16Q: 3 clusters Score -8273609 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -8274533.500000 Penalty: 3631.483643
	Iteration 17Q: 3 clusters Score -8274534 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -8275065.500000 Penalty: 3631.483643
	Iteration 18Q: 3 clusters Score -8275066 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -8275362.000000 Penalty: 3631.483643
	Iteration 19Q: 3 clusters Score -8275362 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -8275496.000000 Penalty: 3631.483643
	Iteration 20F: 3 clusters Score -8275496 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -8275613.000000 Penalty: 3631.483643
	Iteration 21Q: 3 clusters Score -8275613 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -8275644.500000 Penalty: 3631.483643
	Iteration 22Q: 3 clusters Score -8275644 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -8275677.500000 Penalty: 3631.483643
	Iteration 23Q: 3 clusters Score -8275678 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -8275666.000000 Penalty: 3631.483643
	Iteration 24Q: 3 clusters Score -8275666 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -8275661.000000 Penalty: 3631.483643
	Iteration 25Q: 3 clusters Score -8275661 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -8275678.000000 Penalty: 3631.483643
	Iteration 26Q: 3 clusters Score -8275678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -8275677.500000 Penalty: 3631.483643
	Iteration 27Q: 3 clusters Score -8275678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -8275692.500000 Penalty: 3631.483643
	Iteration 28Q: 3 clusters Score -8275692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -8275704.500000 Penalty: 3631.483643
	Iteration 29Q: 3 clusters Score -8275704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -8275701.500000 Penalty: 3631.483643
	Iteration 30Q: 3 clusters Score -8275702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -8275714.500000 Penalty: 3631.483643
	Iteration 31Q: 3 clusters Score -8275714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -8275713.500000 Penalty: 3631.483643
	Iteration 32Q: 3 clusters Score -8275714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -8275704.000000 Penalty: 3631.483643
	Iteration 33Q: 3 clusters Score -8275704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -8275713.500000 Penalty: 3631.483643
	Iteration 34Q: 3 clusters Score -8275714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -8275713.000000 Penalty: 3631.483643
	Iteration 35Q: 3 clusters Score -8275713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -8275716.500000 Penalty: 3631.483643
	Iteration 36Q: 3 clusters Score -8275716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -8275713.500000 Penalty: 3631.483643
	Iteration 37Q: 3 clusters Score -8275714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -8275720.000000 Penalty: 3631.483643
	Iteration 38Q: 3 clusters Score -8275720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -8275726.000000 Penalty: 3631.483643
	Iteration 39Q: 3 clusters Score -8275726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -8275725.500000 Penalty: 3631.483643
	Iteration 40F: 3 clusters Score -8275726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -8275718.500000 Penalty: 3631.483643
	Iteration 41Q: 3 clusters Score -8275718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -8275719.000000 Penalty: 3631.483643
	Iteration 42Q: 3 clusters Score -8275719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -8275728.000000 Penalty: 3631.483643
	Iteration 43Q: 3 clusters Score -8275728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -8275717.500000 Penalty: 3631.483643
	Iteration 44Q: 3 clusters Score -8275718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -8275721.000000 Penalty: 3631.483643
	Iteration 45Q: 3 clusters Score -8275721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -8275723.500000 Penalty: 3631.483643
	Iteration 46Q: 3 clusters Score -8275724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -8275718.500000 Penalty: 3631.483643
	Iteration 47Q: 3 clusters Score -8275718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -8275713.000000 Penalty: 3631.483643
	Iteration 48Q: 3 clusters Score -8275713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -8275718.000000 Penalty: 3631.483643
	Iteration 49Q: 3 clusters Score -8275718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -8275716.500000 Penalty: 3631.483643
	Iteration 50Q: 3 clusters Score -8275716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -8275711.500000 Penalty: 3631.483643
	Iteration 51Q: 3 clusters Score -8275712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59105 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -8275711.500000 Penalty: 3631.483643
	Iteration 52Q: 3 clusters Score -8275712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -8275707.500000 Penalty: 3631.483643
	Iteration 53Q: 3 clusters Score -8275708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -8275713.000000 Penalty: 3631.483643
	Iteration 54Q: 3 clusters Score -8275713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -8275710.500000 Penalty: 3631.483643
	Iteration 55Q: 3 clusters Score -8275710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -8275717.500000 Penalty: 3631.483643
	Iteration 56Q: 3 clusters Score -8275718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -8275713.500000 Penalty: 3631.483643
	Iteration 57Q: 3 clusters Score -8275714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -8275715.500000 Penalty: 3631.483643
	Iteration 58Q: 3 clusters Score -8275716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -8275712.500000 Penalty: 3631.483643
	Iteration 59Q: 3 clusters Score -8275712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -8275712.500000 Penalty: 3631.483643
	Iteration 60F: 3 clusters Score -8275712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Entering Unmasked Estep 
Score: -1339801.625000 Penalty: 1522.831055
	Iteration 0F: 2 clusters Score -1339802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1331503.750000 Penalty: 3045.662109
	Iteration 0F: 3 clusters Score -1331504 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1334325.750000 Penalty: 3045.662109
	Iteration 1F: 3 clusters Score -1334326 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1334787.500000 Penalty: 3045.662109
	Iteration 2F: 3 clusters Score -1334788 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1335316.875000 Penalty: 3045.662109
	Iteration 3F: 3 clusters Score -1335317 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1335916.625000 Penalty: 3045.662109
	Iteration 4F: 3 clusters Score -1335917 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1336548.375000 Penalty: 3045.662109
	Iteration 5F: 3 clusters Score -1336548 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1337259.500000 Penalty: 3045.662109
	Iteration 6F: 3 clusters Score -1337260 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1337847.875000 Penalty: 3045.662109
	Iteration 7F: 3 clusters Score -1337848 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1338237.000000 Penalty: 3045.662109
	Iteration 8Q: 3 clusters Score -1338237 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1338435.000000 Penalty: 3045.662109
	Iteration 9Q: 3 clusters Score -1338435 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1338511.375000 Penalty: 3045.662109
	Iteration 10Q: 3 clusters Score -1338511 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1338552.250000 Penalty: 3045.662109
	Iteration 11Q: 3 clusters Score -1338552 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1338571.500000 Penalty: 3045.662109
	Iteration 12Q: 3 clusters Score -1338572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1338583.000000 Penalty: 3045.662109
	Iteration 13Q: 3 clusters Score -1338583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1338587.000000 Penalty: 3045.662109
	Iteration 14Q: 3 clusters Score -1338587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1338590.000000 Penalty: 3045.662109
	Iteration 15Q: 3 clusters Score -1338590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1338589.500000 Penalty: 3045.662109
	Iteration 16Q: 3 clusters Score -1338590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1338594.125000 Penalty: 3045.662109
	Iteration 17Q: 3 clusters Score -1338594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1338592.500000 Penalty: 3045.662109
	Iteration 18Q: 3 clusters Score -1338592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1338593.125000 Penalty: 3045.662109
	Iteration 19Q: 3 clusters Score -1338593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1338595.375000 Penalty: 3045.662109
	Iteration 20F: 3 clusters Score -1338595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1338595.500000 Penalty: 3045.662109
	Iteration 21Q: 3 clusters Score -1338596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1338595.875000 Penalty: 3045.662109
	Iteration 22Q: 3 clusters Score -1338596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1338594.500000 Penalty: 3045.662109
	Iteration 23Q: 3 clusters Score -1338594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1338601.625000 Penalty: 3045.662109
	Iteration 24Q: 3 clusters Score -1338602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1338598.375000 Penalty: 3045.662109
	Iteration 25Q: 3 clusters Score -1338598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1338599.000000 Penalty: 3045.662109
	Iteration 26Q: 3 clusters Score -1338599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1338600.000000 Penalty: 3045.662109
	Iteration 27Q: 3 clusters Score -1338600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1338600.000000 Penalty: 3045.662109
	Iteration 28F: 3 clusters Score -1338600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Entering Unmasked Estep 
Score: -1452441.375000 Penalty: 1533.822754
	Iteration 0F: 2 clusters Score -1452441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1443568.250000 Penalty: 3067.645508
	Iteration 0F: 3 clusters Score -1443568 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1446562.500000 Penalty: 3067.645508
	Iteration 1F: 3 clusters Score -1446562 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1446859.500000 Penalty: 3067.645508
	Iteration 2F: 3 clusters Score -1446860 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1447170.500000 Penalty: 3067.645508
	Iteration 3F: 3 clusters Score -1447170 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1447479.250000 Penalty: 3067.645508
	Iteration 4F: 3 clusters Score -1447479 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1447779.375000 Penalty: 3067.645508
	Iteration 5Q: 3 clusters Score -1447779 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1448165.750000 Penalty: 3067.645508
	Iteration 6F: 3 clusters Score -1448166 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1448605.875000 Penalty: 3067.645508
	Iteration 7F: 3 clusters Score -1448606 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1449098.500000 Penalty: 3067.645508
	Iteration 8F: 3 clusters Score -1449098 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1449520.375000 Penalty: 3067.645508
	Iteration 9Q: 3 clusters Score -1449520 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1449820.000000 Penalty: 3067.645508
	Iteration 10Q: 3 clusters Score -1449820 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1449990.625000 Penalty: 3067.645508
	Iteration 11Q: 3 clusters Score -1449991 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1450094.375000 Penalty: 3067.645508
	Iteration 12Q: 3 clusters Score -1450094 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1450178.875000 Penalty: 3067.645508
	Iteration 13Q: 3 clusters Score -1450179 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1450250.625000 Penalty: 3067.645508
	Iteration 14Q: 3 clusters Score -1450251 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1450340.625000 Penalty: 3067.645508
	Iteration 15Q: 3 clusters Score -1450341 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1450410.125000 Penalty: 3067.645508
	Iteration 16Q: 3 clusters Score -1450410 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1450463.500000 Penalty: 3067.645508
	Iteration 17Q: 3 clusters Score -1450464 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1450502.250000 Penalty: 3067.645508
	Iteration 18Q: 3 clusters Score -1450502 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1450532.750000 Penalty: 3067.645508
	Iteration 19Q: 3 clusters Score -1450533 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1450555.500000 Penalty: 3067.645508
	Iteration 20F: 3 clusters Score -1450556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1450578.625000 Penalty: 3067.645508
	Iteration 21Q: 3 clusters Score -1450579 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1450600.375000 Penalty: 3067.645508
	Iteration 22Q: 3 clusters Score -1450600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1450628.625000 Penalty: 3067.645508
	Iteration 23Q: 3 clusters Score -1450629 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1450648.750000 Penalty: 3067.645508
	Iteration 24Q: 3 clusters Score -1450649 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1450670.500000 Penalty: 3067.645508
	Iteration 25Q: 3 clusters Score -1450670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1450691.375000 Penalty: 3067.645508
	Iteration 26Q: 3 clusters Score -1450691 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1450710.375000 Penalty: 3067.645508
	Iteration 27Q: 3 clusters Score -1450710 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1450734.125000 Penalty: 3067.645508
	Iteration 28Q: 3 clusters Score -1450734 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1450762.125000 Penalty: 3067.645508
	Iteration 29Q: 3 clusters Score -1450762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1450793.375000 Penalty: 3067.645508
	Iteration 30Q: 3 clusters Score -1450793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1450816.500000 Penalty: 3067.645508
	Iteration 31Q: 3 clusters Score -1450816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1450843.500000 Penalty: 3067.645508
	Iteration 32Q: 3 clusters Score -1450844 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1450870.250000 Penalty: 3067.645508
	Iteration 33Q: 3 clusters Score -1450870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1450892.750000 Penalty: 3067.645508
	Iteration 34Q: 3 clusters Score -1450893 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1450908.375000 Penalty: 3067.645508
	Iteration 35Q: 3 clusters Score -1450908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1450933.375000 Penalty: 3067.645508
	Iteration 36Q: 3 clusters Score -1450933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1450951.875000 Penalty: 3067.645508
	Iteration 37Q: 3 clusters Score -1450952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1450964.375000 Penalty: 3067.645508
	Iteration 38Q: 3 clusters Score -1450964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1450979.500000 Penalty: 3067.645508
	Iteration 39Q: 3 clusters Score -1450980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1450994.500000 Penalty: 3067.645508
	Iteration 40F: 3 clusters Score -1450994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1451008.375000 Penalty: 3067.645508
	Iteration 41Q: 3 clusters Score -1451008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1451026.375000 Penalty: 3067.645508
	Iteration 42Q: 3 clusters Score -1451026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1451036.625000 Penalty: 3067.645508
	Iteration 43Q: 3 clusters Score -1451037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1451048.000000 Penalty: 3067.645508
	Iteration 44Q: 3 clusters Score -1451048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1451057.750000 Penalty: 3067.645508
	Iteration 45Q: 3 clusters Score -1451058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1451067.500000 Penalty: 3067.645508
	Iteration 46Q: 3 clusters Score -1451068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1451079.750000 Penalty: 3067.645508
	Iteration 47Q: 3 clusters Score -1451080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1451086.125000 Penalty: 3067.645508
	Iteration 48Q: 3 clusters Score -1451086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1451098.125000 Penalty: 3067.645508
	Iteration 49Q: 3 clusters Score -1451098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1451109.000000 Penalty: 3067.645508
	Iteration 50Q: 3 clusters Score -1451109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1451116.250000 Penalty: 3067.645508
	Iteration 51Q: 3 clusters Score -1451116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1451121.750000 Penalty: 3067.645508
	Iteration 52Q: 3 clusters Score -1451122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1451128.625000 Penalty: 3067.645508
	Iteration 53Q: 3 clusters Score -1451129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1451134.000000 Penalty: 3067.645508
	Iteration 54Q: 3 clusters Score -1451134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1451140.625000 Penalty: 3067.645508
	Iteration 55Q: 3 clusters Score -1451141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1451142.125000 Penalty: 3067.645508
	Iteration 56Q: 3 clusters Score -1451142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1451152.500000 Penalty: 3067.645508
	Iteration 57Q: 3 clusters Score -1451152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1451153.500000 Penalty: 3067.645508
	Iteration 58Q: 3 clusters Score -1451154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1451155.750000 Penalty: 3067.645508
	Iteration 59Q: 3 clusters Score -1451156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1451160.500000 Penalty: 3067.645508
	Iteration 60F: 3 clusters Score -1451160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1451165.000000 Penalty: 3067.645508
	Iteration 61Q: 3 clusters Score -1451165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1451168.375000 Penalty: 3067.645508
	Iteration 62Q: 3 clusters Score -1451168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1451168.875000 Penalty: 3067.645508
	Iteration 63Q: 3 clusters Score -1451169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1451169.625000 Penalty: 3067.645508
	Iteration 64Q: 3 clusters Score -1451170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1451170.500000 Penalty: 3067.645508
	Iteration 65Q: 3 clusters Score -1451170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1451173.375000 Penalty: 3067.645508
	Iteration 66Q: 3 clusters Score -1451173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1451173.125000 Penalty: 3067.645508
	Iteration 67Q: 3 clusters Score -1451173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1451174.375000 Penalty: 3067.645508
	Iteration 68Q: 3 clusters Score -1451174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1451177.375000 Penalty: 3067.645508
	Iteration 69Q: 3 clusters Score -1451177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1451175.750000 Penalty: 3067.645508
	Iteration 70Q: 3 clusters Score -1451176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1451175.750000 Penalty: 3067.645508
	Iteration 71F: 3 clusters Score -1451176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (147358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147358 members 
Entering Unmasked Estep 
Score: -16730922.000000 Penalty: 1933.850830
	Iteration 0F: 2 clusters Score -1.673092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -16633194.000000 Penalty: 3867.701660
	Iteration 0F: 3 clusters Score -1.663319e+07 nChanged 70970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78754 members 
Mstep: Class 2 contains 68604 members 
Entering Unmasked Estep 
Score: -16675360.000000 Penalty: 3867.701660
	Iteration 1F: 3 clusters Score -1.667536e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -16676878.000000 Penalty: 3867.701660
	Iteration 2Q: 3 clusters Score -1.667688e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -16679292.000000 Penalty: 3867.701660
	Iteration 3Q: 3 clusters Score -1.667929e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93714 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -16683584.000000 Penalty: 3867.701660
	Iteration 4F: 3 clusters Score -1.668358e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103012 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -16691051.000000 Penalty: 3867.701660
	Iteration 5F: 3 clusters Score -1.669105e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113779 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -16700755.000000 Penalty: 3867.701660
	Iteration 6F: 3 clusters Score -1.670076e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123190 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -16710349.000000 Penalty: 3867.701660
	Iteration 7F: 3 clusters Score -1.671035e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129408 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -16716957.000000 Penalty: 3867.701660
	Iteration 8Q: 3 clusters Score -1.671696e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132723 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -16720817.000000 Penalty: 3867.701660
	Iteration 9Q: 3 clusters Score -1.672082e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134632 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -16723286.000000 Penalty: 3867.701660
	Iteration 10Q: 3 clusters Score -1.672329e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135835 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -16724843.000000 Penalty: 3867.701660
	Iteration 11Q: 3 clusters Score -1.672484e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136672 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -16725808.000000 Penalty: 3867.701660
	Iteration 12Q: 3 clusters Score -1.672581e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137322 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -16726505.000000 Penalty: 3867.701660
	Iteration 13Q: 3 clusters Score -1.67265e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137826 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -16726972.000000 Penalty: 3867.701660
	Iteration 14Q: 3 clusters Score -1.672697e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138263 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -16727271.000000 Penalty: 3867.701660
	Iteration 15Q: 3 clusters Score -1.672727e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138633 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -16727514.000000 Penalty: 3867.701660
	Iteration 16Q: 3 clusters Score -1.672751e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138962 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -16727740.000000 Penalty: 3867.701660
	Iteration 17Q: 3 clusters Score -1.672774e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139293 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -16727922.000000 Penalty: 3867.701660
	Iteration 18Q: 3 clusters Score -1.672792e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139591 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -16728096.000000 Penalty: 3867.701660
	Iteration 19Q: 3 clusters Score -1.67281e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139885 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -16728218.000000 Penalty: 3867.701660
	Iteration 20F: 3 clusters Score -1.672822e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140166 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -16728386.000000 Penalty: 3867.701660
	Iteration 21Q: 3 clusters Score -1.672839e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140406 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -16728469.000000 Penalty: 3867.701660
	Iteration 22Q: 3 clusters Score -1.672847e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140658 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -16728609.000000 Penalty: 3867.701660
	Iteration 23Q: 3 clusters Score -1.672861e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140906 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -16728743.000000 Penalty: 3867.701660
	Iteration 24Q: 3 clusters Score -1.672874e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141145 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -16728829.000000 Penalty: 3867.701660
	Iteration 25Q: 3 clusters Score -1.672883e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141383 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -16728906.000000 Penalty: 3867.701660
	Iteration 26Q: 3 clusters Score -1.672891e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141617 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -16728963.000000 Penalty: 3867.701660
	Iteration 27Q: 3 clusters Score -1.672896e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141837 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -16729049.000000 Penalty: 3867.701660
	Iteration 28Q: 3 clusters Score -1.672905e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142057 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -16729092.000000 Penalty: 3867.701660
	Iteration 29Q: 3 clusters Score -1.672909e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142255 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -16729107.000000 Penalty: 3867.701660
	Iteration 30Q: 3 clusters Score -1.672911e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142459 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -16729165.000000 Penalty: 3867.701660
	Iteration 31Q: 3 clusters Score -1.672916e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142658 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -16729204.000000 Penalty: 3867.701660
	Iteration 32Q: 3 clusters Score -1.67292e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142841 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -16729225.000000 Penalty: 3867.701660
	Iteration 33Q: 3 clusters Score -1.672922e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143029 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -16729276.000000 Penalty: 3867.701660
	Iteration 34Q: 3 clusters Score -1.672928e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143199 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -16729328.000000 Penalty: 3867.701660
	Iteration 35Q: 3 clusters Score -1.672933e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143356 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -16729345.000000 Penalty: 3867.701660
	Iteration 36Q: 3 clusters Score -1.672934e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143528 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -16729379.000000 Penalty: 3867.701660
	Iteration 37Q: 3 clusters Score -1.672938e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143677 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -16729414.000000 Penalty: 3867.701660
	Iteration 38Q: 3 clusters Score -1.672941e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143810 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -16729423.000000 Penalty: 3867.701660
	Iteration 39Q: 3 clusters Score -1.672942e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143935 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -16729441.000000 Penalty: 3867.701660
	Iteration 40F: 3 clusters Score -1.672944e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144016 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -16729462.000000 Penalty: 3867.701660
	Iteration 41Q: 3 clusters Score -1.672946e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144088 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -16729489.000000 Penalty: 3867.701660
	Iteration 42Q: 3 clusters Score -1.672949e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144149 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -16729496.000000 Penalty: 3867.701660
	Iteration 43Q: 3 clusters Score -1.67295e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144210 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -16729492.000000 Penalty: 3867.701660
	Iteration 44Q: 3 clusters Score -1.672949e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144286 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -16729496.000000 Penalty: 3867.701660
	Iteration 45Q: 3 clusters Score -1.67295e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144346 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -16729488.000000 Penalty: 3867.701660
	Iteration 46Q: 3 clusters Score -1.672949e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144401 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -16729467.000000 Penalty: 3867.701660
	Iteration 47Q: 3 clusters Score -1.672947e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144465 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -16729486.000000 Penalty: 3867.701660
	Iteration 48Q: 3 clusters Score -1.672949e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144516 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -16729496.000000 Penalty: 3867.701660
	Iteration 49Q: 3 clusters Score -1.67295e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144554 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -16729500.000000 Penalty: 3867.701660
	Iteration 50Q: 3 clusters Score -1.67295e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144591 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -16729493.000000 Penalty: 3867.701660
	Iteration 51Q: 3 clusters Score -1.672949e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144619 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -16729510.000000 Penalty: 3867.701660
	Iteration 52Q: 3 clusters Score -1.672951e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144647 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -16729496.000000 Penalty: 3867.701660
	Iteration 53Q: 3 clusters Score -1.67295e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144685 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -16729507.000000 Penalty: 3867.701660
	Iteration 54Q: 3 clusters Score -1.672951e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144727 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -16729498.000000 Penalty: 3867.701660
	Iteration 55Q: 3 clusters Score -1.67295e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144750 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -16729496.000000 Penalty: 3867.701660
	Iteration 56Q: 3 clusters Score -1.67295e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144770 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -16729495.000000 Penalty: 3867.701660
	Iteration 57Q: 3 clusters Score -1.67295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144790 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -16729501.000000 Penalty: 3867.701660
	Iteration 58Q: 3 clusters Score -1.67295e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144812 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -16729483.000000 Penalty: 3867.701660
	Iteration 59Q: 3 clusters Score -1.672948e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144838 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -16729491.000000 Penalty: 3867.701660
	Iteration 60F: 3 clusters Score -1.672949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144852 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -16729499.000000 Penalty: 3867.701660
	Iteration 61Q: 3 clusters Score -1.67295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144870 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -16729490.000000 Penalty: 3867.701660
	Iteration 62Q: 3 clusters Score -1.672949e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144887 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -16729485.000000 Penalty: 3867.701660
	Iteration 63Q: 3 clusters Score -1.672948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144896 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -16729500.000000 Penalty: 3867.701660
	Iteration 64Q: 3 clusters Score -1.67295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144906 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -16729495.000000 Penalty: 3867.701660
	Iteration 65Q: 3 clusters Score -1.67295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144912 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -16729499.000000 Penalty: 3867.701660
	Iteration 66Q: 3 clusters Score -1.67295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144919 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -16729505.000000 Penalty: 3867.701660
	Iteration 67Q: 3 clusters Score -1.67295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144926 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -16729509.000000 Penalty: 3867.701660
	Iteration 68Q: 3 clusters Score -1.672951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144932 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -16729503.000000 Penalty: 3867.701660
	Iteration 69Q: 3 clusters Score -1.67295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144939 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -16729519.000000 Penalty: 3867.701660
	Iteration 70Q: 3 clusters Score -1.672952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144948 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -16729518.000000 Penalty: 3867.701660
	Iteration 71Q: 3 clusters Score -1.672952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144957 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -16729514.000000 Penalty: 3867.701660
	Iteration 72Q: 3 clusters Score -1.672951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144966 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -16729512.000000 Penalty: 3867.701660
	Iteration 73Q: 3 clusters Score -1.672951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144972 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -16729512.000000 Penalty: 3867.701660
	Iteration 74Q: 3 clusters Score -1.672951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144978 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -16729520.000000 Penalty: 3867.701660
	Iteration 75Q: 3 clusters Score -1.672952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144985 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -16729530.000000 Penalty: 3867.701660
	Iteration 76Q: 3 clusters Score -1.672953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144986 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -16729522.000000 Penalty: 3867.701660
	Iteration 77Q: 3 clusters Score -1.672952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144989 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -16729518.000000 Penalty: 3867.701660
	Iteration 78Q: 3 clusters Score -1.672952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144994 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -16729511.000000 Penalty: 3867.701660
	Iteration 79Q: 3 clusters Score -1.672951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144999 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -16729517.000000 Penalty: 3867.701660
	Iteration 80F: 3 clusters Score -1.672952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145004 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -16729515.000000 Penalty: 3867.701660
	Iteration 81Q: 3 clusters Score -1.672952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145009 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -16729515.000000 Penalty: 3867.701660
	Iteration 82Q: 3 clusters Score -1.672952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145016 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -16729510.000000 Penalty: 3867.701660
	Iteration 83Q: 3 clusters Score -1.672951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145026 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -16729513.000000 Penalty: 3867.701660
	Iteration 84Q: 3 clusters Score -1.672951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145041 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -16729519.000000 Penalty: 3867.701660
	Iteration 85Q: 3 clusters Score -1.672952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145055 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -16729515.000000 Penalty: 3867.701660
	Iteration 86Q: 3 clusters Score -1.672952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145072 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -16729502.000000 Penalty: 3867.701660
	Iteration 87Q: 3 clusters Score -1.67295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145079 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -16729503.000000 Penalty: 3867.701660
	Iteration 88Q: 3 clusters Score -1.67295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145094 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -16729495.000000 Penalty: 3867.701660
	Iteration 89Q: 3 clusters Score -1.67295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145107 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -16729486.000000 Penalty: 3867.701660
	Iteration 90Q: 3 clusters Score -1.672949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145116 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -16729487.000000 Penalty: 3867.701660
	Iteration 91Q: 3 clusters Score -1.672949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145128 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -16729502.000000 Penalty: 3867.701660
	Iteration 92Q: 3 clusters Score -1.67295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145136 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -16729479.000000 Penalty: 3867.701660
	Iteration 93Q: 3 clusters Score -1.672948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145145 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -16729482.000000 Penalty: 3867.701660
	Iteration 94Q: 3 clusters Score -1.672948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145155 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -16729488.000000 Penalty: 3867.701660
	Iteration 95Q: 3 clusters Score -1.672949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145174 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -16729468.000000 Penalty: 3867.701660
	Iteration 96Q: 3 clusters Score -1.672947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145195 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -16729481.000000 Penalty: 3867.701660
	Iteration 97Q: 3 clusters Score -1.672948e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145225 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -16729480.000000 Penalty: 3867.701660
	Iteration 98Q: 3 clusters Score -1.672948e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145258 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -16729474.000000 Penalty: 3867.701660
	Iteration 99Q: 3 clusters Score -1.672947e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145294 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -16729480.000000 Penalty: 3867.701660
	Iteration 100F: 3 clusters Score -1.672948e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145325 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -16729503.000000 Penalty: 3867.701660
	Iteration 101Q: 3 clusters Score -1.67295e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145356 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -16729496.000000 Penalty: 3867.701660
	Iteration 102Q: 3 clusters Score -1.67295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145377 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -16729513.000000 Penalty: 3867.701660
	Iteration 103Q: 3 clusters Score -1.672951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145393 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -16729527.000000 Penalty: 3867.701660
	Iteration 104Q: 3 clusters Score -1.672953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145404 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -16729541.000000 Penalty: 3867.701660
	Iteration 105Q: 3 clusters Score -1.672954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145419 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -16729524.000000 Penalty: 3867.701660
	Iteration 106Q: 3 clusters Score -1.672952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145429 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -16729528.000000 Penalty: 3867.701660
	Iteration 107Q: 3 clusters Score -1.672953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145434 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -16729520.000000 Penalty: 3867.701660
	Iteration 108Q: 3 clusters Score -1.672952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145441 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -16729519.000000 Penalty: 3867.701660
	Iteration 109Q: 3 clusters Score -1.672952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145457 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -16729528.000000 Penalty: 3867.701660
	Iteration 110Q: 3 clusters Score -1.672953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145476 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -16729539.000000 Penalty: 3867.701660
	Iteration 111Q: 3 clusters Score -1.672954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145496 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -16729541.000000 Penalty: 3867.701660
	Iteration 112Q: 3 clusters Score -1.672954e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145517 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -16729517.000000 Penalty: 3867.701660
	Iteration 113Q: 3 clusters Score -1.672952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145536 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -16729515.000000 Penalty: 3867.701660
	Iteration 114Q: 3 clusters Score -1.672952e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145562 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -16729510.000000 Penalty: 3867.701660
	Iteration 115Q: 3 clusters Score -1.672951e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145591 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -16729495.000000 Penalty: 3867.701660
	Iteration 116Q: 3 clusters Score -1.67295e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145618 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -16729491.000000 Penalty: 3867.701660
	Iteration 117Q: 3 clusters Score -1.672949e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145644 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -16729510.000000 Penalty: 3867.701660
	Iteration 118Q: 3 clusters Score -1.672951e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145673 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -16729513.000000 Penalty: 3867.701660
	Iteration 119Q: 3 clusters Score -1.672951e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145694 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -16729517.000000 Penalty: 3867.701660
	Iteration 120F: 3 clusters Score -1.672952e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145714 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -16729504.000000 Penalty: 3867.701660
	Iteration 121Q: 3 clusters Score -1.67295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145731 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -16729486.000000 Penalty: 3867.701660
	Iteration 122Q: 3 clusters Score -1.672949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145746 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -16729495.000000 Penalty: 3867.701660
	Iteration 123Q: 3 clusters Score -1.67295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145764 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -16729491.000000 Penalty: 3867.701660
	Iteration 124Q: 3 clusters Score -1.672949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145783 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -16729491.000000 Penalty: 3867.701660
	Iteration 125Q: 3 clusters Score -1.672949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145802 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -16729504.000000 Penalty: 3867.701660
	Iteration 126Q: 3 clusters Score -1.67295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145815 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -16729504.000000 Penalty: 3867.701660
	Iteration 127Q: 3 clusters Score -1.67295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145826 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -16729510.000000 Penalty: 3867.701660
	Iteration 128Q: 3 clusters Score -1.672951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145841 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -16729503.000000 Penalty: 3867.701660
	Iteration 129Q: 3 clusters Score -1.67295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145848 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -16729510.000000 Penalty: 3867.701660
	Iteration 130Q: 3 clusters Score -1.672951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145853 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -16729507.000000 Penalty: 3867.701660
	Iteration 131Q: 3 clusters Score -1.672951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145859 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -16729520.000000 Penalty: 3867.701660
	Iteration 132Q: 3 clusters Score -1.672952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145865 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -16729512.000000 Penalty: 3867.701660
	Iteration 133Q: 3 clusters Score -1.672951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145872 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -16729509.000000 Penalty: 3867.701660
	Iteration 134Q: 3 clusters Score -1.672951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145885 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -16729499.000000 Penalty: 3867.701660
	Iteration 135Q: 3 clusters Score -1.67295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145893 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -16729512.000000 Penalty: 3867.701660
	Iteration 136Q: 3 clusters Score -1.672951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145903 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -16729498.000000 Penalty: 3867.701660
	Iteration 137Q: 3 clusters Score -1.67295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145919 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -16729507.000000 Penalty: 3867.701660
	Iteration 138Q: 3 clusters Score -1.672951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145929 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -16729508.000000 Penalty: 3867.701660
	Iteration 139Q: 3 clusters Score -1.672951e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145942 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -16729521.000000 Penalty: 3867.701660
	Iteration 140F: 3 clusters Score -1.672952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145955 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -16729517.000000 Penalty: 3867.701660
	Iteration 141Q: 3 clusters Score -1.672952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145963 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -16729506.000000 Penalty: 3867.701660
	Iteration 142Q: 3 clusters Score -1.672951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145971 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -16729520.000000 Penalty: 3867.701660
	Iteration 143Q: 3 clusters Score -1.672952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145976 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -16729528.000000 Penalty: 3867.701660
	Iteration 144Q: 3 clusters Score -1.672953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145984 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -16729533.000000 Penalty: 3867.701660
	Iteration 145Q: 3 clusters Score -1.672953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145989 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -16729511.000000 Penalty: 3867.701660
	Iteration 146Q: 3 clusters Score -1.672951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145993 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -16729514.000000 Penalty: 3867.701660
	Iteration 147Q: 3 clusters Score -1.672951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145997 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -16729521.000000 Penalty: 3867.701660
	Iteration 148Q: 3 clusters Score -1.672952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146002 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -16729536.000000 Penalty: 3867.701660
	Iteration 149Q: 3 clusters Score -1.672954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146009 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -16729537.000000 Penalty: 3867.701660
	Iteration 150Q: 3 clusters Score -1.672954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146015 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -16729533.000000 Penalty: 3867.701660
	Iteration 151Q: 3 clusters Score -1.672953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146019 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -16729538.000000 Penalty: 3867.701660
	Iteration 152Q: 3 clusters Score -1.672954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146026 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -16729532.000000 Penalty: 3867.701660
	Iteration 153Q: 3 clusters Score -1.672953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146033 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -16729544.000000 Penalty: 3867.701660
	Iteration 154Q: 3 clusters Score -1.672954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146039 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -16729550.000000 Penalty: 3867.701660
	Iteration 155Q: 3 clusters Score -1.672955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146043 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -16729547.000000 Penalty: 3867.701660
	Iteration 156Q: 3 clusters Score -1.672955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146046 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -16729541.000000 Penalty: 3867.701660
	Iteration 157Q: 3 clusters Score -1.672954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146048 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -16729549.000000 Penalty: 3867.701660
	Iteration 158Q: 3 clusters Score -1.672955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146050 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -16729539.000000 Penalty: 3867.701660
	Iteration 159Q: 3 clusters Score -1.672954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146050 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -16729539.000000 Penalty: 3867.701660
	Iteration 160F: 3 clusters Score -1.672954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -426738.031250 Penalty: 1338.203125
	Iteration 0F: 2 clusters Score -426738 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 1903 members 
Entering Unmasked Estep 
Score: -423518.031250 Penalty: 2676.406250
	Iteration 0F: 3 clusters Score -423518 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -424342.687500 Penalty: 2676.406250
	Iteration 1F: 3 clusters Score -424342.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -424528.250000 Penalty: 2676.406250
	Iteration 2F: 3 clusters Score -424528.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -424638.093750 Penalty: 2676.406250
	Iteration 3F: 3 clusters Score -424638.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -424707.656250 Penalty: 2676.406250
	Iteration 4Q: 3 clusters Score -424707.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -424771.125000 Penalty: 2676.406250
	Iteration 5Q: 3 clusters Score -424771.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -424836.781250 Penalty: 2676.406250
	Iteration 6Q: 3 clusters Score -424836.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -424878.406250 Penalty: 2676.406250
	Iteration 7Q: 3 clusters Score -424878.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -424907.156250 Penalty: 2676.406250
	Iteration 8Q: 3 clusters Score -424907.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -424938.375000 Penalty: 2676.406250
	Iteration 9Q: 3 clusters Score -424938.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -424966.312500 Penalty: 2676.406250
	Iteration 10Q: 3 clusters Score -424966.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -425000.312500 Penalty: 2676.406250
	Iteration 11Q: 3 clusters Score -425000.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -425026.343750 Penalty: 2676.406250
	Iteration 12Q: 3 clusters Score -425026.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -425052.093750 Penalty: 2676.406250
	Iteration 13Q: 3 clusters Score -425052.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -425079.718750 Penalty: 2676.406250
	Iteration 14Q: 3 clusters Score -425079.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -425108.437500 Penalty: 2676.406250
	Iteration 15Q: 3 clusters Score -425108.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -425147.437500 Penalty: 2676.406250
	Iteration 16Q: 3 clusters Score -425147.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -425195.000000 Penalty: 2676.406250
	Iteration 17Q: 3 clusters Score -425195 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -425239.343750 Penalty: 2676.406250
	Iteration 18Q: 3 clusters Score -425239.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -425296.062500 Penalty: 2676.406250
	Iteration 19Q: 3 clusters Score -425296.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -425366.218750 Penalty: 2676.406250
	Iteration 20F: 3 clusters Score -425366.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -425421.156250 Penalty: 2676.406250
	Iteration 21Q: 3 clusters Score -425421.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -425471.843750 Penalty: 2676.406250
	Iteration 22Q: 3 clusters Score -425471.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -425521.437500 Penalty: 2676.406250
	Iteration 23Q: 3 clusters Score -425521.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -425574.281250 Penalty: 2676.406250
	Iteration 24Q: 3 clusters Score -425574.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -425602.156250 Penalty: 2676.406250
	Iteration 25Q: 3 clusters Score -425602.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -425624.437500 Penalty: 2676.406250
	Iteration 26Q: 3 clusters Score -425624.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -425644.000000 Penalty: 2676.406250
	Iteration 27Q: 3 clusters Score -425644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -425659.375000 Penalty: 2676.406250
	Iteration 28Q: 3 clusters Score -425659.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -425677.468750 Penalty: 2676.406250
	Iteration 29Q: 3 clusters Score -425677.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -425687.437500 Penalty: 2676.406250
	Iteration 30Q: 3 clusters Score -425687.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -425699.656250 Penalty: 2676.406250
	Iteration 31Q: 3 clusters Score -425699.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -425715.062500 Penalty: 2676.406250
	Iteration 32Q: 3 clusters Score -425715.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -425727.343750 Penalty: 2676.406250
	Iteration 33Q: 3 clusters Score -425727.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -425731.468750 Penalty: 2676.406250
	Iteration 34Q: 3 clusters Score -425731.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -425734.906250 Penalty: 2676.406250
	Iteration 35Q: 3 clusters Score -425734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -425736.781250 Penalty: 2676.406250
	Iteration 36Q: 3 clusters Score -425736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -425736.781250 Penalty: 2676.406250
	Iteration 37F: 3 clusters Score -425736.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Entering Unmasked Estep 
Score: -651239.625000 Penalty: 1403.472168
	Iteration 0F: 2 clusters Score -651239.6 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 2858 members 
Entering Unmasked Estep 
Score: -646864.375000 Penalty: 2806.944336
	Iteration 0F: 3 clusters Score -646864.4 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -648106.250000 Penalty: 2806.944336
	Iteration 1F: 3 clusters Score -648106.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -648273.937500 Penalty: 2806.944336
	Iteration 2F: 3 clusters Score -648273.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -648372.750000 Penalty: 2806.944336
	Iteration 3Q: 3 clusters Score -648372.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -648446.562500 Penalty: 2806.944336
	Iteration 4Q: 3 clusters Score -648446.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -648514.375000 Penalty: 2806.944336
	Iteration 5Q: 3 clusters Score -648514.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -648581.937500 Penalty: 2806.944336
	Iteration 6Q: 3 clusters Score -648581.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -648640.562500 Penalty: 2806.944336
	Iteration 7Q: 3 clusters Score -648640.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -648713.812500 Penalty: 2806.944336
	Iteration 8Q: 3 clusters Score -648713.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -648778.625000 Penalty: 2806.944336
	Iteration 9Q: 3 clusters Score -648778.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -648868.250000 Penalty: 2806.944336
	Iteration 10Q: 3 clusters Score -648868.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -648966.375000 Penalty: 2806.944336
	Iteration 11Q: 3 clusters Score -648966.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -649065.562500 Penalty: 2806.944336
	Iteration 12Q: 3 clusters Score -649065.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -649158.500000 Penalty: 2806.944336
	Iteration 13Q: 3 clusters Score -649158.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -649242.750000 Penalty: 2806.944336
	Iteration 14Q: 3 clusters Score -649242.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -649303.250000 Penalty: 2806.944336
	Iteration 15Q: 3 clusters Score -649303.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -649356.500000 Penalty: 2806.944336
	Iteration 16Q: 3 clusters Score -649356.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -649406.750000 Penalty: 2806.944336
	Iteration 17Q: 3 clusters Score -649406.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -649452.375000 Penalty: 2806.944336
	Iteration 18Q: 3 clusters Score -649452.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -649486.500000 Penalty: 2806.944336
	Iteration 19Q: 3 clusters Score -649486.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -649517.937500 Penalty: 2806.944336
	Iteration 20F: 3 clusters Score -649517.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -649541.812500 Penalty: 2806.944336
	Iteration 21Q: 3 clusters Score -649541.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -649559.500000 Penalty: 2806.944336
	Iteration 22Q: 3 clusters Score -649559.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -649571.687500 Penalty: 2806.944336
	Iteration 23Q: 3 clusters Score -649571.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -649584.250000 Penalty: 2806.944336
	Iteration 24Q: 3 clusters Score -649584.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -649595.750000 Penalty: 2806.944336
	Iteration 25Q: 3 clusters Score -649595.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -649603.437500 Penalty: 2806.944336
	Iteration 26Q: 3 clusters Score -649603.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -649610.687500 Penalty: 2806.944336
	Iteration 27Q: 3 clusters Score -649610.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -649615.312500 Penalty: 2806.944336
	Iteration 28Q: 3 clusters Score -649615.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -649619.187500 Penalty: 2806.944336
	Iteration 29Q: 3 clusters Score -649619.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -649624.000000 Penalty: 2806.944336
	Iteration 30Q: 3 clusters Score -649624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -649630.812500 Penalty: 2806.944336
	Iteration 31Q: 3 clusters Score -649630.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -649636.750000 Penalty: 2806.944336
	Iteration 32Q: 3 clusters Score -649636.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -649639.562500 Penalty: 2806.944336
	Iteration 33Q: 3 clusters Score -649639.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -649643.875000 Penalty: 2806.944336
	Iteration 34Q: 3 clusters Score -649643.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -649651.937500 Penalty: 2806.944336
	Iteration 35Q: 3 clusters Score -649651.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -649659.875000 Penalty: 2806.944336
	Iteration 36Q: 3 clusters Score -649659.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -649668.312500 Penalty: 2806.944336
	Iteration 37Q: 3 clusters Score -649668.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -649676.187500 Penalty: 2806.944336
	Iteration 38Q: 3 clusters Score -649676.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -649680.000000 Penalty: 2806.944336
	Iteration 39Q: 3 clusters Score -649680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -649685.250000 Penalty: 2806.944336
	Iteration 40F: 3 clusters Score -649685.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -649688.062500 Penalty: 2806.944336
	Iteration 41Q: 3 clusters Score -649688.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -649689.750000 Penalty: 2806.944336
	Iteration 42Q: 3 clusters Score -649689.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -649693.312500 Penalty: 2806.944336
	Iteration 43Q: 3 clusters Score -649693.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -649697.250000 Penalty: 2806.944336
	Iteration 44Q: 3 clusters Score -649697.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -649699.312500 Penalty: 2806.944336
	Iteration 45Q: 3 clusters Score -649699.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -649704.312500 Penalty: 2806.944336
	Iteration 46Q: 3 clusters Score -649704.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -649705.687500 Penalty: 2806.944336
	Iteration 47Q: 3 clusters Score -649705.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -649707.375000 Penalty: 2806.944336
	Iteration 48Q: 3 clusters Score -649707.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -649711.812500 Penalty: 2806.944336
	Iteration 49Q: 3 clusters Score -649711.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -649713.312500 Penalty: 2806.944336
	Iteration 50Q: 3 clusters Score -649713.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -649718.000000 Penalty: 2806.944336
	Iteration 51Q: 3 clusters Score -649718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -649721.125000 Penalty: 2806.944336
	Iteration 52Q: 3 clusters Score -649721.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -649723.375000 Penalty: 2806.944336
	Iteration 53Q: 3 clusters Score -649723.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -649727.875000 Penalty: 2806.944336
	Iteration 54Q: 3 clusters Score -649727.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -649730.437500 Penalty: 2806.944336
	Iteration 55Q: 3 clusters Score -649730.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -649734.437500 Penalty: 2806.944336
	Iteration 56Q: 3 clusters Score -649734.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -649736.062500 Penalty: 2806.944336
	Iteration 57Q: 3 clusters Score -649736.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -649737.375000 Penalty: 2806.944336
	Iteration 58Q: 3 clusters Score -649737.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -649739.062500 Penalty: 2806.944336
	Iteration 59Q: 3 clusters Score -649739.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -649739.312500 Penalty: 2806.944336
	Iteration 60F: 3 clusters Score -649739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -649741.937500 Penalty: 2806.944336
	Iteration 61Q: 3 clusters Score -649741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -649741.250000 Penalty: 2806.944336
	Iteration 62Q: 3 clusters Score -649741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -649741.187500 Penalty: 2806.944336
	Iteration 63Q: 3 clusters Score -649741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -649741.187500 Penalty: 2806.944336
	Iteration 64F: 3 clusters Score -649741.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Entering Unmasked Estep 
Score: -804365.687500 Penalty: 1438.465088
	Iteration 0F: 2 clusters Score -804365.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -799103.187500 Penalty: 2876.930176
	Iteration 0F: 3 clusters Score -799103.2 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -800731.812500 Penalty: 2876.930176
	Iteration 1F: 3 clusters Score -800731.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -801016.250000 Penalty: 2876.930176
	Iteration 2F: 3 clusters Score -801016.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -801295.437500 Penalty: 2876.930176
	Iteration 3F: 3 clusters Score -801295.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -801565.312500 Penalty: 2876.930176
	Iteration 4F: 3 clusters Score -801565.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -801791.250000 Penalty: 2876.930176
	Iteration 5F: 3 clusters Score -801791.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -802050.187500 Penalty: 2876.930176
	Iteration 6F: 3 clusters Score -802050.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -802342.312500 Penalty: 2876.930176
	Iteration 7F: 3 clusters Score -802342.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -802603.062500 Penalty: 2876.930176
	Iteration 8Q: 3 clusters Score -802603.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -802848.375000 Penalty: 2876.930176
	Iteration 9Q: 3 clusters Score -802848.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -803048.000000 Penalty: 2876.930176
	Iteration 10Q: 3 clusters Score -803048 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -803238.312500 Penalty: 2876.930176
	Iteration 11Q: 3 clusters Score -803238.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -803398.187500 Penalty: 2876.930176
	Iteration 12Q: 3 clusters Score -803398.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -803545.000000 Penalty: 2876.930176
	Iteration 13Q: 3 clusters Score -803545 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -803649.562500 Penalty: 2876.930176
	Iteration 14Q: 3 clusters Score -803649.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -803717.687500 Penalty: 2876.930176
	Iteration 15Q: 3 clusters Score -803717.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -803773.500000 Penalty: 2876.930176
	Iteration 16Q: 3 clusters Score -803773.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -803801.437500 Penalty: 2876.930176
	Iteration 17Q: 3 clusters Score -803801.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -803813.000000 Penalty: 2876.930176
	Iteration 18Q: 3 clusters Score -803813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -803814.750000 Penalty: 2876.930176
	Iteration 19Q: 3 clusters Score -803814.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -803835.062500 Penalty: 2876.930176
	Iteration 20F: 3 clusters Score -803835.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -803845.562500 Penalty: 2876.930176
	Iteration 21Q: 3 clusters Score -803845.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -803854.187500 Penalty: 2876.930176
	Iteration 22Q: 3 clusters Score -803854.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -803860.812500 Penalty: 2876.930176
	Iteration 23Q: 3 clusters Score -803860.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -803863.125000 Penalty: 2876.930176
	Iteration 24Q: 3 clusters Score -803863.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -803868.625000 Penalty: 2876.930176
	Iteration 25Q: 3 clusters Score -803868.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -803870.437500 Penalty: 2876.930176
	Iteration 26Q: 3 clusters Score -803870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -803873.312500 Penalty: 2876.930176
	Iteration 27Q: 3 clusters Score -803873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -803871.375000 Penalty: 2876.930176
	Iteration 28Q: 3 clusters Score -803871.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -803871.375000 Penalty: 2876.930176
	Iteration 29F: 3 clusters Score -803871.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Entering Unmasked Estep 
Score: -838069.125000 Penalty: 1443.726685
	Iteration 0F: 2 clusters Score -838069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -832639.812500 Penalty: 2887.453369
	Iteration 0F: 3 clusters Score -832639.8 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -834253.562500 Penalty: 2887.453369
	Iteration 1F: 3 clusters Score -834253.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -834443.875000 Penalty: 2887.453369
	Iteration 2F: 3 clusters Score -834443.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -834567.187500 Penalty: 2887.453369
	Iteration 3Q: 3 clusters Score -834567.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -834657.250000 Penalty: 2887.453369
	Iteration 4Q: 3 clusters Score -834657.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -834734.062500 Penalty: 2887.453369
	Iteration 5Q: 3 clusters Score -834734.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -834820.687500 Penalty: 2887.453369
	Iteration 6Q: 3 clusters Score -834820.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -834914.125000 Penalty: 2887.453369
	Iteration 7Q: 3 clusters Score -834914.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -835046.937500 Penalty: 2887.453369
	Iteration 8Q: 3 clusters Score -835046.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -835200.562500 Penalty: 2887.453369
	Iteration 9Q: 3 clusters Score -835200.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -835406.812500 Penalty: 2887.453369
	Iteration 10Q: 3 clusters Score -835406.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -835684.437500 Penalty: 2887.453369
	Iteration 11F: 3 clusters Score -835684.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -836017.375000 Penalty: 2887.453369
	Iteration 12F: 3 clusters Score -836017.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -836376.750000 Penalty: 2887.453369
	Iteration 13Q: 3 clusters Score -836376.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -836681.750000 Penalty: 2887.453369
	Iteration 14Q: 3 clusters Score -836681.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -836891.000000 Penalty: 2887.453369
	Iteration 15Q: 3 clusters Score -836891 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -837038.250000 Penalty: 2887.453369
	Iteration 16Q: 3 clusters Score -837038.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -837130.062500 Penalty: 2887.453369
	Iteration 17Q: 3 clusters Score -837130.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -837176.812500 Penalty: 2887.453369
	Iteration 18Q: 3 clusters Score -837176.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -837210.562500 Penalty: 2887.453369
	Iteration 19Q: 3 clusters Score -837210.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -837232.562500 Penalty: 2887.453369
	Iteration 20F: 3 clusters Score -837232.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -837243.562500 Penalty: 2887.453369
	Iteration 21Q: 3 clusters Score -837243.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -837257.437500 Penalty: 2887.453369
	Iteration 22Q: 3 clusters Score -837257.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -837268.000000 Penalty: 2887.453369
	Iteration 23Q: 3 clusters Score -837268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -837271.500000 Penalty: 2887.453369
	Iteration 24Q: 3 clusters Score -837271.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -837274.187500 Penalty: 2887.453369
	Iteration 25Q: 3 clusters Score -837274.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -837273.562500 Penalty: 2887.453369
	Iteration 26Q: 3 clusters Score -837273.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -837275.687500 Penalty: 2887.453369
	Iteration 27Q: 3 clusters Score -837275.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -837275.250000 Penalty: 2887.453369
	Iteration 28Q: 3 clusters Score -837275.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -837275.687500 Penalty: 2887.453369
	Iteration 29Q: 3 clusters Score -837275.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -837275.687500 Penalty: 2887.453369
	Iteration 30F: 3 clusters Score -837275.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Entering Unmasked Estep 
Score: -960136.562500 Penalty: 1466.812378
	Iteration 0F: 2 clusters Score -960136.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -954007.562500 Penalty: 2933.624756
	Iteration 0F: 3 clusters Score -954007.6 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -955905.562500 Penalty: 2933.624756
	Iteration 1F: 3 clusters Score -955905.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -956122.687500 Penalty: 2933.624756
	Iteration 2F: 3 clusters Score -956122.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -956283.062500 Penalty: 2933.624756
	Iteration 3Q: 3 clusters Score -956283.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -956405.812500 Penalty: 2933.624756
	Iteration 4Q: 3 clusters Score -956405.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -956515.562500 Penalty: 2933.624756
	Iteration 5Q: 3 clusters Score -956515.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -956605.125000 Penalty: 2933.624756
	Iteration 6Q: 3 clusters Score -956605.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -956678.125000 Penalty: 2933.624756
	Iteration 7Q: 3 clusters Score -956678.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -956752.437500 Penalty: 2933.624756
	Iteration 8Q: 3 clusters Score -956752.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -956822.625000 Penalty: 2933.624756
	Iteration 9Q: 3 clusters Score -956822.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -956888.812500 Penalty: 2933.624756
	Iteration 10Q: 3 clusters Score -956888.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -956957.062500 Penalty: 2933.624756
	Iteration 11Q: 3 clusters Score -956957.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -957031.437500 Penalty: 2933.624756
	Iteration 12Q: 3 clusters Score -957031.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -957103.750000 Penalty: 2933.624756
	Iteration 13Q: 3 clusters Score -957103.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -957196.562500 Penalty: 2933.624756
	Iteration 14Q: 3 clusters Score -957196.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -957321.437500 Penalty: 2933.624756
	Iteration 15Q: 3 clusters Score -957321.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -957499.687500 Penalty: 2933.624756
	Iteration 16Q: 3 clusters Score -957499.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -957650.625000 Penalty: 2933.624756
	Iteration 17Q: 3 clusters Score -957650.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -957787.562500 Penalty: 2933.624756
	Iteration 18Q: 3 clusters Score -957787.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -957924.875000 Penalty: 2933.624756
	Iteration 19Q: 3 clusters Score -957924.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -958058.812500 Penalty: 2933.624756
	Iteration 20F: 3 clusters Score -958058.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -958210.062500 Penalty: 2933.624756
	Iteration 21Q: 3 clusters Score -958210.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -958369.062500 Penalty: 2933.624756
	Iteration 22Q: 3 clusters Score -958369.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -958493.375000 Penalty: 2933.624756
	Iteration 23Q: 3 clusters Score -958493.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -958575.187500 Penalty: 2933.624756
	Iteration 24Q: 3 clusters Score -958575.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -958638.625000 Penalty: 2933.624756
	Iteration 25Q: 3 clusters Score -958638.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -958693.375000 Penalty: 2933.624756
	Iteration 26Q: 3 clusters Score -958693.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -958735.375000 Penalty: 2933.624756
	Iteration 27Q: 3 clusters Score -958735.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -958762.687500 Penalty: 2933.624756
	Iteration 28Q: 3 clusters Score -958762.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -958780.750000 Penalty: 2933.624756
	Iteration 29Q: 3 clusters Score -958780.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -958797.437500 Penalty: 2933.624756
	Iteration 30Q: 3 clusters Score -958797.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -958816.250000 Penalty: 2933.624756
	Iteration 31Q: 3 clusters Score -958816.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -958832.375000 Penalty: 2933.624756
	Iteration 32Q: 3 clusters Score -958832.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -958840.625000 Penalty: 2933.624756
	Iteration 33Q: 3 clusters Score -958840.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -958853.000000 Penalty: 2933.624756
	Iteration 34Q: 3 clusters Score -958853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -958862.937500 Penalty: 2933.624756
	Iteration 35Q: 3 clusters Score -958862.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -958868.625000 Penalty: 2933.624756
	Iteration 36Q: 3 clusters Score -958868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -958871.125000 Penalty: 2933.624756
	Iteration 37Q: 3 clusters Score -958871.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -958875.187500 Penalty: 2933.624756
	Iteration 38Q: 3 clusters Score -958875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -958875.812500 Penalty: 2933.624756
	Iteration 39Q: 3 clusters Score -958875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -958877.312500 Penalty: 2933.624756
	Iteration 40F: 3 clusters Score -958877.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -958877.937500 Penalty: 2933.624756
	Iteration 41Q: 3 clusters Score -958877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -958881.937500 Penalty: 2933.624756
	Iteration 42Q: 3 clusters Score -958881.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -958887.000000 Penalty: 2933.624756
	Iteration 43Q: 3 clusters Score -958887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -958888.687500 Penalty: 2933.624756
	Iteration 44Q: 3 clusters Score -958888.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -958888.687500 Penalty: 2933.624756
	Iteration 45F: 3 clusters Score -958888.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 42127 members 
Mstep: Class 3 contains 3438 members 
Mstep: Class 4 contains 7364 members 
Mstep: Class 5 contains 95802 members 
Mstep: Class 6 contains 20123 members 
Mstep: Class 7 contains 15076 members 
Mstep: Class 8 contains 81879 members 
Mstep: Class 9 contains 3573 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 46688 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 36976 members 
Mstep: Class 14 contains 137731 members 
Mstep: Class 15 contains 4191 members 
Mstep: Class 16 contains 133732 members 
Mstep: Class 17 contains 71239 members 
Mstep: Class 18 contains 11746 members 
Mstep: Class 20 contains 12568 members 
Mstep: Class 21 contains 147358 members 
Mstep: Class 22 contains 3771 members 
Mstep: Class 23 contains 5635 members 
Mstep: Class 24 contains 6989 members 
Mstep: Class 25 contains 7219 members 
Mstep: Class 26 contains 8321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091528.000000 Penalty: 55745.789062
Iteration 119Q: 26 clusters Score -1.020915e+08 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 42108 members 
Mstep: Class 3 contains 3442 members 
Mstep: Class 4 contains 7364 members 
Mstep: Class 5 contains 95712 members 
Mstep: Class 6 contains 20064 members 
Mstep: Class 7 contains 15092 members 
Mstep: Class 8 contains 82022 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 46670 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 36458 members 
Mstep: Class 14 contains 137950 members 
Mstep: Class 15 contains 4175 members 
Mstep: Class 16 contains 134291 members 
Mstep: Class 17 contains 71288 members 
Mstep: Class 18 contains 11720 members 
Mstep: Class 20 contains 12597 members 
Mstep: Class 21 contains 147087 members 
Mstep: Class 22 contains 3774 members 
Mstep: Class 23 contains 5630 members 
Mstep: Class 24 contains 6990 members 
Mstep: Class 25 contains 7231 members 
Mstep: Class 26 contains 8425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091728.000000 Penalty: 55745.789062
Iteration 120F: 26 clusters Score -1.020917e+08 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 42117 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 7360 members 
Mstep: Class 5 contains 95638 members 
Mstep: Class 6 contains 20007 members 
Mstep: Class 7 contains 15105 members 
Mstep: Class 8 contains 82126 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 880 members 
Mstep: Class 11 contains 46662 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 35917 members 
Mstep: Class 14 contains 138142 members 
Mstep: Class 15 contains 4159 members 
Mstep: Class 16 contains 134844 members 
Mstep: Class 17 contains 71338 members 
Mstep: Class 18 contains 11687 members 
Mstep: Class 20 contains 12613 members 
Mstep: Class 21 contains 146831 members 
Mstep: Class 22 contains 3775 members 
Mstep: Class 23 contains 5628 members 
Mstep: Class 24 contains 7020 members 
Mstep: Class 25 contains 7242 members 
Mstep: Class 26 contains 8530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092000.000000 Penalty: 55745.789062
Iteration 121Q: 26 clusters Score -1.02092e+08 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 42132 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 4 contains 7378 members 
Mstep: Class 5 contains 95553 members 
Mstep: Class 6 contains 19976 members 
Mstep: Class 7 contains 15112 members 
Mstep: Class 8 contains 82193 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 881 members 
Mstep: Class 11 contains 46663 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 35384 members 
Mstep: Class 14 contains 138285 members 
Mstep: Class 15 contains 4143 members 
Mstep: Class 16 contains 135358 members 
Mstep: Class 17 contains 71421 members 
Mstep: Class 18 contains 11654 members 
Mstep: Class 20 contains 12614 members 
Mstep: Class 21 contains 146591 members 
Mstep: Class 22 contains 3777 members 
Mstep: Class 23 contains 5628 members 
Mstep: Class 24 contains 7082 members 
Mstep: Class 25 contains 7258 members 
Mstep: Class 26 contains 8628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091888.000000 Penalty: 55745.789062
Iteration 122Q: 26 clusters Score -1.020919e+08 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 42128 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 4 contains 7411 members 
Mstep: Class 5 contains 95358 members 
Mstep: Class 6 contains 19935 members 
Mstep: Class 7 contains 15113 members 
Mstep: Class 8 contains 82246 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 10 contains 883 members 
Mstep: Class 11 contains 46699 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 34834 members 
Mstep: Class 14 contains 138417 members 
Mstep: Class 15 contains 4125 members 
Mstep: Class 16 contains 135890 members 
Mstep: Class 17 contains 71624 members 
Mstep: Class 18 contains 11625 members 
Mstep: Class 20 contains 12618 members 
Mstep: Class 21 contains 146323 members 
Mstep: Class 22 contains 3778 members 
Mstep: Class 23 contains 5628 members 
Mstep: Class 24 contains 7137 members 
Mstep: Class 25 contains 7280 members 
Mstep: Class 26 contains 8728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092824.000000 Penalty: 55745.789062
Iteration 123Q: 26 clusters Score -1.020928e+08 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 42105 members 
Mstep: Class 3 contains 3438 members 
Mstep: Class 4 contains 7472 members 
Mstep: Class 5 contains 95010 members 
Mstep: Class 6 contains 19875 members 
Mstep: Class 7 contains 15120 members 
Mstep: Class 8 contains 82277 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 883 members 
Mstep: Class 11 contains 46726 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 34335 members 
Mstep: Class 14 contains 138512 members 
Mstep: Class 15 contains 4117 members 
Mstep: Class 16 contains 136420 members 
Mstep: Class 17 contains 71955 members 
Mstep: Class 18 contains 11603 members 
Mstep: Class 20 contains 12642 members 
Mstep: Class 21 contains 146115 members 
Mstep: Class 22 contains 3779 members 
Mstep: Class 23 contains 5626 members 
Mstep: Class 24 contains 7178 members 
Mstep: Class 25 contains 7296 members 
Mstep: Class 26 contains 8817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093480.000000 Penalty: 55745.789062
Iteration 124Q: 26 clusters Score -1.020935e+08 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 42071 members 
Mstep: Class 3 contains 3439 members 
Mstep: Class 4 contains 7518 members 
Mstep: Class 5 contains 94536 members 
Mstep: Class 6 contains 19819 members 
Mstep: Class 7 contains 15144 members 
Mstep: Class 8 contains 82310 members 
Mstep: Class 9 contains 3633 members 
Mstep: Class 10 contains 883 members 
Mstep: Class 11 contains 46734 members 
Mstep: Class 12 contains 415 members 
Mstep: Class 13 contains 33806 members 
Mstep: Class 14 contains 138590 members 
Mstep: Class 15 contains 4115 members 
Mstep: Class 16 contains 136989 members 
Mstep: Class 17 contains 72397 members 
Mstep: Class 18 contains 11571 members 
Mstep: Class 20 contains 12651 members 
Mstep: Class 21 contains 145969 members 
Mstep: Class 22 contains 3781 members 
Mstep: Class 23 contains 5631 members 
Mstep: Class 24 contains 7210 members 
Mstep: Class 25 contains 7302 members 
Mstep: Class 26 contains 8906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093224.000000 Penalty: 55745.789062
Iteration 125Q: 26 clusters Score -1.020932e+08 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 42030 members 
Mstep: Class 3 contains 3434 members 
Mstep: Class 4 contains 7544 members 
Mstep: Class 5 contains 93897 members 
Mstep: Class 6 contains 19781 members 
Mstep: Class 7 contains 15170 members 
Mstep: Class 8 contains 82355 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 881 members 
Mstep: Class 11 contains 46745 members 
Mstep: Class 12 contains 415 members 
Mstep: Class 13 contains 33289 members 
Mstep: Class 14 contains 138704 members 
Mstep: Class 15 contains 4107 members 
Mstep: Class 16 contains 137620 members 
Mstep: Class 17 contains 72943 members 
Mstep: Class 18 contains 11540 members 
Mstep: Class 20 contains 12659 members 
Mstep: Class 21 contains 145849 members 
Mstep: Class 22 contains 3781 members 
Mstep: Class 23 contains 5632 members 
Mstep: Class 24 contains 7217 members 
Mstep: Class 25 contains 7303 members 
Mstep: Class 26 contains 8977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093096.000000 Penalty: 55745.789062
Iteration 126Q: 26 clusters Score -1.020931e+08 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 42017 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 4 contains 7575 members 
Mstep: Class 5 contains 93089 members 
Mstep: Class 6 contains 19750 members 
Mstep: Class 7 contains 15176 members 
Mstep: Class 8 contains 82454 members 
Mstep: Class 9 contains 3650 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 46751 members 
Mstep: Class 12 contains 418 members 
Mstep: Class 13 contains 32785 members 
Mstep: Class 14 contains 138781 members 
Mstep: Class 15 contains 4090 members 
Mstep: Class 16 contains 138274 members 
Mstep: Class 17 contains 73622 members 
Mstep: Class 18 contains 11515 members 
Mstep: Class 20 contains 12663 members 
Mstep: Class 21 contains 145692 members 
Mstep: Class 22 contains 3783 members 
Mstep: Class 23 contains 5623 members 
Mstep: Class 24 contains 7240 members 
Mstep: Class 25 contains 7306 members 
Mstep: Class 26 contains 9061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092704.000000 Penalty: 55745.789062
Iteration 127Q: 26 clusters Score -1.020927e+08 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 42000 members 
Mstep: Class 3 contains 3431 members 
Mstep: Class 4 contains 7609 members 
Mstep: Class 5 contains 92113 members 
Mstep: Class 6 contains 19707 members 
Mstep: Class 7 contains 15181 members 
Mstep: Class 8 contains 82518 members 
Mstep: Class 9 contains 3659 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 46779 members 
Mstep: Class 12 contains 418 members 
Mstep: Class 13 contains 32268 members 
Mstep: Class 14 contains 138861 members 
Mstep: Class 15 contains 4077 members 
Mstep: Class 16 contains 139035 members 
Mstep: Class 17 contains 74395 members 
Mstep: Class 18 contains 11488 members 
Mstep: Class 20 contains 12650 members 
Mstep: Class 21 contains 145555 members 
Mstep: Class 22 contains 3781 members 
Mstep: Class 23 contains 5618 members 
Mstep: Class 24 contains 7251 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 9130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092976.000000 Penalty: 55745.789062
Iteration 128Q: 26 clusters Score -1.02093e+08 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 41980 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 4 contains 7618 members 
Mstep: Class 5 contains 91118 members 
Mstep: Class 6 contains 19675 members 
Mstep: Class 7 contains 15204 members 
Mstep: Class 8 contains 82587 members 
Mstep: Class 9 contains 3667 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 46789 members 
Mstep: Class 12 contains 419 members 
Mstep: Class 13 contains 31723 members 
Mstep: Class 14 contains 138972 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 139863 members 
Mstep: Class 17 contains 75131 members 
Mstep: Class 18 contains 11458 members 
Mstep: Class 20 contains 12637 members 
Mstep: Class 21 contains 145407 members 
Mstep: Class 22 contains 3782 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 7258 members 
Mstep: Class 25 contains 7314 members 
Mstep: Class 26 contains 9189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092704.000000 Penalty: 55745.789062
Iteration 129Q: 26 clusters Score -1.020927e+08 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 41959 members 
Mstep: Class 3 contains 3434 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 90222 members 
Mstep: Class 6 contains 19622 members 
Mstep: Class 7 contains 15213 members 
Mstep: Class 8 contains 82663 members 
Mstep: Class 9 contains 3675 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 46787 members 
Mstep: Class 12 contains 420 members 
Mstep: Class 13 contains 31157 members 
Mstep: Class 14 contains 139087 members 
Mstep: Class 15 contains 4049 members 
Mstep: Class 16 contains 140627 members 
Mstep: Class 17 contains 75879 members 
Mstep: Class 18 contains 11428 members 
Mstep: Class 20 contains 12629 members 
Mstep: Class 21 contains 145323 members 
Mstep: Class 22 contains 3783 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 7243 members 
Mstep: Class 25 contains 7313 members 
Mstep: Class 26 contains 9245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092736.000000 Penalty: 55745.789062
Iteration 130Q: 26 clusters Score -1.020927e+08 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 41941 members 
Mstep: Class 3 contains 3438 members 
Mstep: Class 4 contains 7611 members 
Mstep: Class 5 contains 89319 members 
Mstep: Class 6 contains 19568 members 
Mstep: Class 7 contains 15204 members 
Mstep: Class 8 contains 82748 members 
Mstep: Class 9 contains 3684 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 46789 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 30589 members 
Mstep: Class 14 contains 139194 members 
Mstep: Class 15 contains 4040 members 
Mstep: Class 16 contains 141399 members 
Mstep: Class 17 contains 76615 members 
Mstep: Class 18 contains 11395 members 
Mstep: Class 20 contains 12607 members 
Mstep: Class 21 contains 145249 members 
Mstep: Class 22 contains 3784 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 7240 members 
Mstep: Class 25 contains 7318 members 
Mstep: Class 26 contains 9304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092600.000000 Penalty: 55745.789062
Iteration 131Q: 26 clusters Score -1.020926e+08 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 41933 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 88518 members 
Mstep: Class 6 contains 19508 members 
Mstep: Class 7 contains 15195 members 
Mstep: Class 8 contains 82805 members 
Mstep: Class 9 contains 3688 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 46788 members 
Mstep: Class 12 contains 424 members 
Mstep: Class 13 contains 29994 members 
Mstep: Class 14 contains 139294 members 
Mstep: Class 15 contains 4032 members 
Mstep: Class 16 contains 142169 members 
Mstep: Class 17 contains 77291 members 
Mstep: Class 18 contains 11362 members 
Mstep: Class 20 contains 12573 members 
Mstep: Class 21 contains 145237 members 
Mstep: Class 22 contains 3784 members 
Mstep: Class 23 contains 5601 members 
Mstep: Class 24 contains 7237 members 
Mstep: Class 25 contains 7316 members 
Mstep: Class 26 contains 9330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092552.000000 Penalty: 55745.789062
Iteration 132Q: 26 clusters Score -1.020926e+08 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 41894 members 
Mstep: Class 3 contains 3447 members 
Mstep: Class 4 contains 7584 members 
Mstep: Class 5 contains 87824 members 
Mstep: Class 6 contains 19434 members 
Mstep: Class 7 contains 15190 members 
Mstep: Class 8 contains 82858 members 
Mstep: Class 9 contains 3693 members 
Mstep: Class 10 contains 877 members 
Mstep: Class 11 contains 46794 members 
Mstep: Class 12 contains 424 members 
Mstep: Class 13 contains 29390 members 
Mstep: Class 14 contains 139377 members 
Mstep: Class 15 contains 4028 members 
Mstep: Class 16 contains 143002 members 
Mstep: Class 17 contains 77805 members 
Mstep: Class 18 contains 11335 members 
Mstep: Class 20 contains 12541 members 
Mstep: Class 21 contains 145278 members 
Mstep: Class 22 contains 3783 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 7218 members 
Mstep: Class 25 contains 7328 members 
Mstep: Class 26 contains 9366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092240.000000 Penalty: 55745.789062
Iteration 133Q: 26 clusters Score -1.020922e+08 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 41852 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 87303 members 
Mstep: Class 6 contains 19373 members 
Mstep: Class 7 contains 15190 members 
Mstep: Class 8 contains 82918 members 
Mstep: Class 9 contains 3699 members 
Mstep: Class 10 contains 877 members 
Mstep: Class 11 contains 46797 members 
Mstep: Class 12 contains 424 members 
Mstep: Class 13 contains 28693 members 
Mstep: Class 14 contains 139438 members 
Mstep: Class 15 contains 4026 members 
Mstep: Class 16 contains 143870 members 
Mstep: Class 17 contains 78216 members 
Mstep: Class 18 contains 11298 members 
Mstep: Class 20 contains 12519 members 
Mstep: Class 21 contains 145341 members 
Mstep: Class 22 contains 3783 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 7192 members 
Mstep: Class 25 contains 7341 members 
Mstep: Class 26 contains 9396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091192.000000 Penalty: 55745.789062
Iteration 134Q: 26 clusters Score -1.020912e+08 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 41796 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 7530 members 
Mstep: Class 5 contains 86883 members 
Mstep: Class 6 contains 19319 members 
Mstep: Class 7 contains 15188 members 
Mstep: Class 8 contains 82966 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 46815 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 27937 members 
Mstep: Class 14 contains 139514 members 
Mstep: Class 15 contains 4024 members 
Mstep: Class 16 contains 144755 members 
Mstep: Class 17 contains 78582 members 
Mstep: Class 18 contains 11276 members 
Mstep: Class 20 contains 12502 members 
Mstep: Class 21 contains 145361 members 
Mstep: Class 22 contains 3784 members 
Mstep: Class 23 contains 5601 members 
Mstep: Class 24 contains 7156 members 
Mstep: Class 25 contains 7349 members 
Mstep: Class 26 contains 9436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091128.000000 Penalty: 55745.789062
Iteration 135Q: 26 clusters Score -1.020911e+08 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 41756 members 
Mstep: Class 3 contains 3448 members 
Mstep: Class 4 contains 7502 members 
Mstep: Class 5 contains 86575 members 
Mstep: Class 6 contains 19286 members 
Mstep: Class 7 contains 15200 members 
Mstep: Class 8 contains 83054 members 
Mstep: Class 9 contains 3708 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 46802 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 27209 members 
Mstep: Class 14 contains 139625 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 145577 members 
Mstep: Class 17 contains 78872 members 
Mstep: Class 18 contains 11251 members 
Mstep: Class 20 contains 12481 members 
Mstep: Class 21 contains 145326 members 
Mstep: Class 22 contains 3784 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 7083 members 
Mstep: Class 25 contains 7362 members 
Mstep: Class 26 contains 9476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090952.000000 Penalty: 55745.789062
Iteration 136Q: 26 clusters Score -1.02091e+08 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 41697 members 
Mstep: Class 3 contains 3448 members 
Mstep: Class 4 contains 7464 members 
Mstep: Class 5 contains 86363 members 
Mstep: Class 6 contains 19251 members 
Mstep: Class 7 contains 15207 members 
Mstep: Class 8 contains 83137 members 
Mstep: Class 9 contains 3708 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 46802 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 26515 members 
Mstep: Class 14 contains 139789 members 
Mstep: Class 15 contains 4013 members 
Mstep: Class 16 contains 146312 members 
Mstep: Class 17 contains 79131 members 
Mstep: Class 18 contains 11226 members 
Mstep: Class 20 contains 12462 members 
Mstep: Class 21 contains 145253 members 
Mstep: Class 22 contains 3784 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 7006 members 
Mstep: Class 25 contains 7379 members 
Mstep: Class 26 contains 9519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090968.000000 Penalty: 55745.789062
Iteration 137Q: 26 clusters Score -1.02091e+08 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 41644 members 
Mstep: Class 3 contains 3452 members 
Mstep: Class 4 contains 7410 members 
Mstep: Class 5 contains 86088 members 
Mstep: Class 6 contains 19216 members 
Mstep: Class 7 contains 15205 members 
Mstep: Class 8 contains 83182 members 
Mstep: Class 9 contains 3709 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 46788 members 
Mstep: Class 12 contains 424 members 
Mstep: Class 13 contains 25891 members 
Mstep: Class 14 contains 139943 members 
Mstep: Class 15 contains 4010 members 
Mstep: Class 16 contains 147057 members 
Mstep: Class 17 contains 79389 members 
Mstep: Class 18 contains 11199 members 
Mstep: Class 20 contains 12446 members 
Mstep: Class 21 contains 145190 members 
Mstep: Class 22 contains 3785 members 
Mstep: Class 23 contains 5579 members 
Mstep: Class 24 contains 6945 members 
Mstep: Class 25 contains 7394 members 
Mstep: Class 26 contains 9575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090688.000000 Penalty: 55745.789062
Iteration 138Q: 26 clusters Score -1.020907e+08 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 41585 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 4 contains 7355 members 
Mstep: Class 5 contains 85907 members 
Mstep: Class 6 contains 19174 members 
Mstep: Class 7 contains 15206 members 
Mstep: Class 8 contains 83240 members 
Mstep: Class 9 contains 3709 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 46795 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 25260 members 
Mstep: Class 14 contains 140072 members 
Mstep: Class 15 contains 4004 members 
Mstep: Class 16 contains 147798 members 
Mstep: Class 17 contains 79587 members 
Mstep: Class 18 contains 11169 members 
Mstep: Class 20 contains 12423 members 
Mstep: Class 21 contains 145162 members 
Mstep: Class 22 contains 3786 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 6862 members 
Mstep: Class 25 contains 7393 members 
Mstep: Class 26 contains 9635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090376.000000 Penalty: 55745.789062
Iteration 139Q: 26 clusters Score -1.020904e+08 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 41508 members 
Mstep: Class 3 contains 3458 members 
Mstep: Class 4 contains 7300 members 
Mstep: Class 5 contains 85750 members 
Mstep: Class 6 contains 19137 members 
Mstep: Class 7 contains 15211 members 
Mstep: Class 8 contains 83309 members 
Mstep: Class 9 contains 3710 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 46827 members 
Mstep: Class 12 contains 424 members 
Mstep: Class 13 contains 24614 members 
Mstep: Class 14 contains 140213 members 
Mstep: Class 15 contains 4001 members 
Mstep: Class 16 contains 148493 members 
Mstep: Class 17 contains 79848 members 
Mstep: Class 18 contains 11152 members 
Mstep: Class 20 contains 12408 members 
Mstep: Class 21 contains 145100 members 
Mstep: Class 22 contains 3786 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 6748 members 
Mstep: Class 25 contains 7388 members 
Mstep: Class 26 contains 9691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089544.000000 Penalty: 55745.789062
Iteration 140F: 26 clusters Score -1.020895e+08 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 41415 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 7259 members 
Mstep: Class 5 contains 85744 members 
Mstep: Class 6 contains 19105 members 
Mstep: Class 7 contains 15199 members 
Mstep: Class 8 contains 83376 members 
Mstep: Class 9 contains 3712 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 46847 members 
Mstep: Class 12 contains 424 members 
Mstep: Class 13 contains 23944 members 
Mstep: Class 14 contains 140346 members 
Mstep: Class 15 contains 3992 members 
Mstep: Class 16 contains 149080 members 
Mstep: Class 17 contains 80079 members 
Mstep: Class 18 contains 11129 members 
Mstep: Class 20 contains 12410 members 
Mstep: Class 21 contains 145041 members 
Mstep: Class 22 contains 3786 members 
Mstep: Class 23 contains 5557 members 
Mstep: Class 24 contains 6670 members 
Mstep: Class 25 contains 7378 members 
Mstep: Class 26 contains 9752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089088.000000 Penalty: 55745.789062
Iteration 141Q: 26 clusters Score -1.020891e+08 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 41320 members 
Mstep: Class 3 contains 3457 members 
Mstep: Class 4 contains 7212 members 
Mstep: Class 5 contains 85781 members 
Mstep: Class 6 contains 19073 members 
Mstep: Class 7 contains 15200 members 
Mstep: Class 8 contains 83436 members 
Mstep: Class 9 contains 3711 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 46850 members 
Mstep: Class 12 contains 424 members 
Mstep: Class 13 contains 23288 members 
Mstep: Class 14 contains 140463 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 149608 members 
Mstep: Class 17 contains 80295 members 
Mstep: Class 18 contains 11107 members 
Mstep: Class 20 contains 12413 members 
Mstep: Class 21 contains 145047 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 6599 members 
Mstep: Class 25 contains 7349 members 
Mstep: Class 26 contains 9803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088888.000000 Penalty: 55745.789062
Iteration 142Q: 26 clusters Score -1.020889e+08 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 41216 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 7155 members 
Mstep: Class 5 contains 85982 members 
Mstep: Class 6 contains 19045 members 
Mstep: Class 7 contains 15228 members 
Mstep: Class 8 contains 83478 members 
Mstep: Class 9 contains 3711 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 46851 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 22648 members 
Mstep: Class 14 contains 140599 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 150027 members 
Mstep: Class 17 contains 80432 members 
Mstep: Class 18 contains 11091 members 
Mstep: Class 20 contains 12423 members 
Mstep: Class 21 contains 145038 members 
Mstep: Class 22 contains 3787 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 6523 members 
Mstep: Class 25 contains 7328 members 
Mstep: Class 26 contains 9864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088632.000000 Penalty: 55745.789062
Iteration 143Q: 26 clusters Score -1.020886e+08 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 41121 members 
Mstep: Class 3 contains 3451 members 
Mstep: Class 4 contains 7108 members 
Mstep: Class 5 contains 86197 members 
Mstep: Class 6 contains 18999 members 
Mstep: Class 7 contains 15240 members 
Mstep: Class 8 contains 83525 members 
Mstep: Class 9 contains 3713 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 46871 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 140727 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 150441 members 
Mstep: Class 17 contains 80568 members 
Mstep: Class 18 contains 11068 members 
Mstep: Class 20 contains 12427 members 
Mstep: Class 21 contains 145047 members 
Mstep: Class 22 contains 3785 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 6399 members 
Mstep: Class 25 contains 7306 members 
Mstep: Class 26 contains 9915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088664.000000 Penalty: 55745.789062
Iteration 144Q: 26 clusters Score -1.020887e+08 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 41037 members 
Mstep: Class 3 contains 3447 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 86458 members 
Mstep: Class 6 contains 18955 members 
Mstep: Class 7 contains 15265 members 
Mstep: Class 8 contains 83546 members 
Mstep: Class 9 contains 3716 members 
Mstep: Class 10 contains 880 members 
Mstep: Class 11 contains 46889 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 21458 members 
Mstep: Class 14 contains 140916 members 
Mstep: Class 15 contains 3950 members 
Mstep: Class 16 contains 150823 members 
Mstep: Class 17 contains 80681 members 
Mstep: Class 18 contains 11043 members 
Mstep: Class 20 contains 12426 members 
Mstep: Class 21 contains 145013 members 
Mstep: Class 22 contains 3785 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 6297 members 
Mstep: Class 25 contains 7289 members 
Mstep: Class 26 contains 9951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088008.000000 Penalty: 55745.789062
Iteration 145Q: 26 clusters Score -1.02088e+08 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 40948 members 
Mstep: Class 3 contains 3446 members 
Mstep: Class 4 contains 6996 members 
Mstep: Class 5 contains 86733 members 
Mstep: Class 6 contains 18908 members 
Mstep: Class 7 contains 15274 members 
Mstep: Class 8 contains 83576 members 
Mstep: Class 9 contains 3717 members 
Mstep: Class 10 contains 881 members 
Mstep: Class 11 contains 46900 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 20884 members 
Mstep: Class 14 contains 141123 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 151147 members 
Mstep: Class 17 contains 80804 members 
Mstep: Class 18 contains 11022 members 
Mstep: Class 20 contains 12431 members 
Mstep: Class 21 contains 144967 members 
Mstep: Class 22 contains 3785 members 
Mstep: Class 23 contains 5566 members 
Mstep: Class 24 contains 6209 members 
Mstep: Class 25 contains 7268 members 
Mstep: Class 26 contains 9989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087616.000000 Penalty: 55745.789062
Iteration 146Q: 26 clusters Score -1.020876e+08 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 40885 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 6945 members 
Mstep: Class 5 contains 86979 members 
Mstep: Class 6 contains 18855 members 
Mstep: Class 7 contains 15316 members 
Mstep: Class 8 contains 83628 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 881 members 
Mstep: Class 11 contains 46915 members 
Mstep: Class 12 contains 424 members 
Mstep: Class 13 contains 20298 members 
Mstep: Class 14 contains 141308 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 151470 members 
Mstep: Class 17 contains 80911 members 
Mstep: Class 18 contains 11011 members 
Mstep: Class 20 contains 12438 members 
Mstep: Class 21 contains 144892 members 
Mstep: Class 22 contains 3784 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 6125 members 
Mstep: Class 25 contains 7249 members 
Mstep: Class 26 contains 10025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087248.000000 Penalty: 55745.789062
Iteration 147Q: 26 clusters Score -1.020872e+08 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 40822 members 
Mstep: Class 3 contains 3447 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 87271 members 
Mstep: Class 6 contains 18798 members 
Mstep: Class 7 contains 15349 members 
Mstep: Class 8 contains 83663 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 46932 members 
Mstep: Class 12 contains 424 members 
Mstep: Class 13 contains 19718 members 
Mstep: Class 14 contains 141488 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 151748 members 
Mstep: Class 17 contains 81023 members 
Mstep: Class 18 contains 10996 members 
Mstep: Class 20 contains 12443 members 
Mstep: Class 21 contains 144828 members 
Mstep: Class 22 contains 3784 members 
Mstep: Class 23 contains 5555 members 
Mstep: Class 24 contains 6046 members 
Mstep: Class 25 contains 7220 members 
Mstep: Class 26 contains 10078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087008.000000 Penalty: 55745.789062
Iteration 148Q: 26 clusters Score -1.02087e+08 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 40764 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 4 contains 6835 members 
Mstep: Class 5 contains 87563 members 
Mstep: Class 6 contains 18749 members 
Mstep: Class 7 contains 15359 members 
Mstep: Class 8 contains 83681 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 883 members 
Mstep: Class 11 contains 46951 members 
Mstep: Class 12 contains 422 members 
Mstep: Class 13 contains 19183 members 
Mstep: Class 14 contains 141699 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 151998 members 
Mstep: Class 17 contains 81123 members 
Mstep: Class 18 contains 10978 members 
Mstep: Class 20 contains 12450 members 
Mstep: Class 21 contains 144746 members 
Mstep: Class 22 contains 3780 members 
Mstep: Class 23 contains 5557 members 
Mstep: Class 24 contains 5961 members 
Mstep: Class 25 contains 7199 members 
Mstep: Class 26 contains 10111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086904.000000 Penalty: 55745.789062
Iteration 149Q: 26 clusters Score -1.020869e+08 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 40694 members 
Mstep: Class 3 contains 3447 members 
Mstep: Class 4 contains 6805 members 
Mstep: Class 5 contains 87820 members 
Mstep: Class 6 contains 18713 members 
Mstep: Class 7 contains 15367 members 
Mstep: Class 8 contains 83670 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 10 contains 885 members 
Mstep: Class 11 contains 46933 members 
Mstep: Class 12 contains 422 members 
Mstep: Class 13 contains 18728 members 
Mstep: Class 14 contains 141915 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 152225 members 
Mstep: Class 17 contains 81241 members 
Mstep: Class 18 contains 10963 members 
Mstep: Class 20 contains 12452 members 
Mstep: Class 21 contains 144692 members 
Mstep: Class 22 contains 3777 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 5855 members 
Mstep: Class 25 contains 7170 members 
Mstep: Class 26 contains 10142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086464.000000 Penalty: 55745.789062
Iteration 150Q: 26 clusters Score -1.020865e+08 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 40650 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 6760 members 
Mstep: Class 5 contains 88098 members 
Mstep: Class 6 contains 18668 members 
Mstep: Class 7 contains 15360 members 
Mstep: Class 8 contains 83690 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 886 members 
Mstep: Class 11 contains 46924 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 18282 members 
Mstep: Class 14 contains 142132 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 152456 members 
Mstep: Class 17 contains 81342 members 
Mstep: Class 18 contains 10950 members 
Mstep: Class 20 contains 12450 members 
Mstep: Class 21 contains 144627 members 
Mstep: Class 22 contains 3775 members 
Mstep: Class 23 contains 5552 members 
Mstep: Class 24 contains 5755 members 
Mstep: Class 25 contains 7132 members 
Mstep: Class 26 contains 10168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086248.000000 Penalty: 55745.789062
Iteration 151Q: 26 clusters Score -1.020862e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 40609 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 4 contains 6725 members 
Mstep: Class 5 contains 88414 members 
Mstep: Class 6 contains 18627 members 
Mstep: Class 7 contains 15350 members 
Mstep: Class 8 contains 83699 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 10 contains 887 members 
Mstep: Class 11 contains 46925 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 17848 members 
Mstep: Class 14 contains 142333 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 152652 members 
Mstep: Class 17 contains 81428 members 
Mstep: Class 18 contains 10931 members 
Mstep: Class 20 contains 12450 members 
Mstep: Class 21 contains 144565 members 
Mstep: Class 22 contains 3775 members 
Mstep: Class 23 contains 5544 members 
Mstep: Class 24 contains 5648 members 
Mstep: Class 25 contains 7091 members 
Mstep: Class 26 contains 10185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086144.000000 Penalty: 55745.789062
Iteration 152Q: 26 clusters Score -1.020861e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 40572 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 6668 members 
Mstep: Class 5 contains 88740 members 
Mstep: Class 6 contains 18595 members 
Mstep: Class 7 contains 15342 members 
Mstep: Class 8 contains 83696 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 10 contains 888 members 
Mstep: Class 11 contains 46927 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 17413 members 
Mstep: Class 14 contains 142541 members 
Mstep: Class 15 contains 3928 members 
Mstep: Class 16 contains 152844 members 
Mstep: Class 17 contains 81512 members 
Mstep: Class 18 contains 10903 members 
Mstep: Class 20 contains 12458 members 
Mstep: Class 21 contains 144513 members 
Mstep: Class 22 contains 3774 members 
Mstep: Class 23 contains 5537 members 
Mstep: Class 24 contains 5547 members 
Mstep: Class 25 contains 7050 members 
Mstep: Class 26 contains 10201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086256.000000 Penalty: 55745.789062
Iteration 153Q: 26 clusters Score -1.020863e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 40531 members 
Mstep: Class 3 contains 3439 members 
Mstep: Class 4 contains 6629 members 
Mstep: Class 5 contains 89059 members 
Mstep: Class 6 contains 18562 members 
Mstep: Class 7 contains 15334 members 
Mstep: Class 8 contains 83713 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 46945 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 17014 members 
Mstep: Class 14 contains 142694 members 
Mstep: Class 15 contains 3929 members 
Mstep: Class 16 contains 152989 members 
Mstep: Class 17 contains 81598 members 
Mstep: Class 18 contains 10882 members 
Mstep: Class 20 contains 12454 members 
Mstep: Class 21 contains 144473 members 
Mstep: Class 22 contains 3774 members 
Mstep: Class 23 contains 5536 members 
Mstep: Class 24 contains 5444 members 
Mstep: Class 25 contains 7012 members 
Mstep: Class 26 contains 10218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085992.000000 Penalty: 55745.789062
Iteration 154Q: 26 clusters Score -1.02086e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 40494 members 
Mstep: Class 3 contains 3439 members 
Mstep: Class 4 contains 6584 members 
Mstep: Class 5 contains 89433 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 15317 members 
Mstep: Class 8 contains 83738 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 46949 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 16618 members 
Mstep: Class 14 contains 142825 members 
Mstep: Class 15 contains 3925 members 
Mstep: Class 16 contains 153094 members 
Mstep: Class 17 contains 81652 members 
Mstep: Class 18 contains 10865 members 
Mstep: Class 20 contains 12449 members 
Mstep: Class 21 contains 144461 members 
Mstep: Class 22 contains 3773 members 
Mstep: Class 23 contains 5532 members 
Mstep: Class 24 contains 5366 members 
Mstep: Class 25 contains 6979 members 
Mstep: Class 26 contains 10241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085768.000000 Penalty: 55745.789062
Iteration 155Q: 26 clusters Score -1.020858e+08 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 40467 members 
Mstep: Class 3 contains 3436 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 89790 members 
Mstep: Class 6 contains 18505 members 
Mstep: Class 7 contains 15318 members 
Mstep: Class 8 contains 83770 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 46959 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 16293 members 
Mstep: Class 14 contains 142941 members 
Mstep: Class 15 contains 3915 members 
Mstep: Class 16 contains 153131 members 
Mstep: Class 17 contains 81728 members 
Mstep: Class 18 contains 10846 members 
Mstep: Class 20 contains 12440 members 
Mstep: Class 21 contains 144446 members 
Mstep: Class 22 contains 3772 members 
Mstep: Class 23 contains 5531 members 
Mstep: Class 24 contains 5266 members 
Mstep: Class 25 contains 6943 members 
Mstep: Class 26 contains 10273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085632.000000 Penalty: 55745.789062
Iteration 156Q: 26 clusters Score -1.020856e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 40445 members 
Mstep: Class 3 contains 3435 members 
Mstep: Class 4 contains 6499 members 
Mstep: Class 5 contains 90218 members 
Mstep: Class 6 contains 18474 members 
Mstep: Class 7 contains 15319 members 
Mstep: Class 8 contains 83785 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 46978 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 15926 members 
Mstep: Class 14 contains 143059 members 
Mstep: Class 15 contains 3906 members 
Mstep: Class 16 contains 153143 members 
Mstep: Class 17 contains 81795 members 
Mstep: Class 18 contains 10839 members 
Mstep: Class 20 contains 12435 members 
Mstep: Class 21 contains 144390 members 
Mstep: Class 22 contains 3771 members 
Mstep: Class 23 contains 5529 members 
Mstep: Class 24 contains 5183 members 
Mstep: Class 25 contains 6908 members 
Mstep: Class 26 contains 10301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085784.000000 Penalty: 55745.789062
Iteration 157Q: 26 clusters Score -1.020858e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 40427 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 4 contains 6453 members 
Mstep: Class 5 contains 90601 members 
Mstep: Class 6 contains 18446 members 
Mstep: Class 7 contains 15317 members 
Mstep: Class 8 contains 83798 members 
Mstep: Class 9 contains 3717 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 46999 members 
Mstep: Class 12 contains 423 members 
Mstep: Class 13 contains 15564 members 
Mstep: Class 14 contains 143209 members 
Mstep: Class 15 contains 3905 members 
Mstep: Class 16 contains 153169 members 
Mstep: Class 17 contains 81877 members 
Mstep: Class 18 contains 10836 members 
Mstep: Class 20 contains 12426 members 
Mstep: Class 21 contains 144320 members 
Mstep: Class 22 contains 3771 members 
Mstep: Class 23 contains 5530 members 
Mstep: Class 24 contains 5101 members 
Mstep: Class 25 contains 6871 members 
Mstep: Class 26 contains 10315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085632.000000 Penalty: 55745.789062
Iteration 158Q: 26 clusters Score -1.020856e+08 nChanged 1767
Entering ConstructFrom: 
Score: -102085632.000000 Penalty: 55745.789062
Entering ConstructFrom: 
Trying to split cluster 1 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -391380.062500 Penalty: 1316.670288
	Iteration 0F: 2 clusters Score -391380.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -388447.312500 Penalty: 2633.340576
	Iteration 0F: 3 clusters Score -388447.3 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -389109.593750 Penalty: 2633.340576
	Iteration 1F: 3 clusters Score -389109.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -389236.437500 Penalty: 2633.340576
	Iteration 2F: 3 clusters Score -389236.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -389309.968750 Penalty: 2633.340576
	Iteration 3Q: 3 clusters Score -389310 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -389354.593750 Penalty: 2633.340576
	Iteration 4Q: 3 clusters Score -389354.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -389389.031250 Penalty: 2633.340576
	Iteration 5Q: 3 clusters Score -389389 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -389416.218750 Penalty: 2633.340576
	Iteration 6Q: 3 clusters Score -389416.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -389437.937500 Penalty: 2633.340576
	Iteration 7Q: 3 clusters Score -389437.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -389452.062500 Penalty: 2633.340576
	Iteration 8Q: 3 clusters Score -389452.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -389462.375000 Penalty: 2633.340576
	Iteration 9Q: 3 clusters Score -389462.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -389473.906250 Penalty: 2633.340576
	Iteration 10Q: 3 clusters Score -389473.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -389493.593750 Penalty: 2633.340576
	Iteration 11Q: 3 clusters Score -389493.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -389516.062500 Penalty: 2633.340576
	Iteration 12Q: 3 clusters Score -389516.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -389538.156250 Penalty: 2633.340576
	Iteration 13Q: 3 clusters Score -389538.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -389560.875000 Penalty: 2633.340576
	Iteration 14Q: 3 clusters Score -389560.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -389576.125000 Penalty: 2633.340576
	Iteration 15Q: 3 clusters Score -389576.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -389595.218750 Penalty: 2633.340576
	Iteration 16Q: 3 clusters Score -389595.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -389619.093750 Penalty: 2633.340576
	Iteration 17Q: 3 clusters Score -389619.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -389647.968750 Penalty: 2633.340576
	Iteration 18Q: 3 clusters Score -389648 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -389681.062500 Penalty: 2633.340576
	Iteration 19Q: 3 clusters Score -389681.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -389708.812500 Penalty: 2633.340576
	Iteration 20F: 3 clusters Score -389708.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -389732.312500 Penalty: 2633.340576
	Iteration 21Q: 3 clusters Score -389732.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -389754.156250 Penalty: 2633.340576
	Iteration 22Q: 3 clusters Score -389754.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -389773.593750 Penalty: 2633.340576
	Iteration 23Q: 3 clusters Score -389773.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -389785.625000 Penalty: 2633.340576
	Iteration 24Q: 3 clusters Score -389785.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -389807.406250 Penalty: 2633.340576
	Iteration 25Q: 3 clusters Score -389807.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -389837.031250 Penalty: 2633.340576
	Iteration 26Q: 3 clusters Score -389837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -389864.000000 Penalty: 2633.340576
	Iteration 27Q: 3 clusters Score -389864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -389897.281250 Penalty: 2633.340576
	Iteration 28Q: 3 clusters Score -389897.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -389926.250000 Penalty: 2633.340576
	Iteration 29Q: 3 clusters Score -389926.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -389949.312500 Penalty: 2633.340576
	Iteration 30Q: 3 clusters Score -389949.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -389966.562500 Penalty: 2633.340576
	Iteration 31Q: 3 clusters Score -389966.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -389976.593750 Penalty: 2633.340576
	Iteration 32Q: 3 clusters Score -389976.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -389992.750000 Penalty: 2633.340576
	Iteration 33Q: 3 clusters Score -389992.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -390005.781250 Penalty: 2633.340576
	Iteration 34Q: 3 clusters Score -390005.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -390020.875000 Penalty: 2633.340576
	Iteration 35Q: 3 clusters Score -390020.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -390042.343750 Penalty: 2633.340576
	Iteration 36Q: 3 clusters Score -390042.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -390066.250000 Penalty: 2633.340576
	Iteration 37Q: 3 clusters Score -390066.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -390088.437500 Penalty: 2633.340576
	Iteration 38Q: 3 clusters Score -390088.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -390110.062500 Penalty: 2633.340576
	Iteration 39Q: 3 clusters Score -390110.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -390130.718750 Penalty: 2633.340576
	Iteration 40F: 3 clusters Score -390130.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -390140.718750 Penalty: 2633.340576
	Iteration 41Q: 3 clusters Score -390140.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -390152.500000 Penalty: 2633.340576
	Iteration 42Q: 3 clusters Score -390152.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -390160.406250 Penalty: 2633.340576
	Iteration 43Q: 3 clusters Score -390160.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -390167.656250 Penalty: 2633.340576
	Iteration 44Q: 3 clusters Score -390167.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -390174.750000 Penalty: 2633.340576
	Iteration 45Q: 3 clusters Score -390174.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -390185.156250 Penalty: 2633.340576
	Iteration 46Q: 3 clusters Score -390185.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -390192.468750 Penalty: 2633.340576
	Iteration 47Q: 3 clusters Score -390192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -390194.375000 Penalty: 2633.340576
	Iteration 48Q: 3 clusters Score -390194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -390194.968750 Penalty: 2633.340576
	Iteration 49Q: 3 clusters Score -390195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -390194.937500 Penalty: 2633.340576
	Iteration 50Q: 3 clusters Score -390194.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -390194.937500 Penalty: 2633.340576
	Iteration 51F: 3 clusters Score -390194.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Entering Unmasked Estep 
Score: -4473701.000000 Penalty: 1723.582031
	Iteration 0F: 2 clusters Score -4473701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -4446657.000000 Penalty: 3447.164062
	Iteration 0F: 3 clusters Score -4446657 nChanged 18738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -4457182.500000 Penalty: 3447.164062
	Iteration 1F: 3 clusters Score -4457182 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -4457638.500000 Penalty: 3447.164062
	Iteration 2Q: 3 clusters Score -4457638 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -4458117.500000 Penalty: 3447.164062
	Iteration 3Q: 3 clusters Score -4458118 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -4458697.500000 Penalty: 3447.164062
	Iteration 4Q: 3 clusters Score -4458698 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -4459424.000000 Penalty: 3447.164062
	Iteration 5Q: 3 clusters Score -4459424 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -4460232.500000 Penalty: 3447.164062
	Iteration 6Q: 3 clusters Score -4460232 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -4461252.500000 Penalty: 3447.164062
	Iteration 7Q: 3 clusters Score -4461252 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -4462323.500000 Penalty: 3447.164062
	Iteration 8F: 3 clusters Score -4462324 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -4463328.000000 Penalty: 3447.164062
	Iteration 9F: 3 clusters Score -4463328 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -4464227.500000 Penalty: 3447.164062
	Iteration 10Q: 3 clusters Score -4464228 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4464928.000000 Penalty: 3447.164062
	Iteration 11Q: 3 clusters Score -4464928 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4465414.000000 Penalty: 3447.164062
	Iteration 12Q: 3 clusters Score -4465414 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -4465850.500000 Penalty: 3447.164062
	Iteration 13Q: 3 clusters Score -4465850 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -4466223.500000 Penalty: 3447.164062
	Iteration 14Q: 3 clusters Score -4466224 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -4466469.000000 Penalty: 3447.164062
	Iteration 15Q: 3 clusters Score -4466469 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -4466617.000000 Penalty: 3447.164062
	Iteration 16Q: 3 clusters Score -4466617 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -4466748.000000 Penalty: 3447.164062
	Iteration 17Q: 3 clusters Score -4466748 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -4466814.000000 Penalty: 3447.164062
	Iteration 18Q: 3 clusters Score -4466814 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -4466918.500000 Penalty: 3447.164062
	Iteration 19Q: 3 clusters Score -4466918 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -4466983.000000 Penalty: 3447.164062
	Iteration 20F: 3 clusters Score -4466983 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -4467026.000000 Penalty: 3447.164062
	Iteration 21Q: 3 clusters Score -4467026 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -4467062.000000 Penalty: 3447.164062
	Iteration 22Q: 3 clusters Score -4467062 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4467077.500000 Penalty: 3447.164062
	Iteration 23Q: 3 clusters Score -4467078 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -4467102.500000 Penalty: 3447.164062
	Iteration 24Q: 3 clusters Score -4467102 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -4467130.500000 Penalty: 3447.164062
	Iteration 25Q: 3 clusters Score -4467130 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -4467159.500000 Penalty: 3447.164062
	Iteration 26Q: 3 clusters Score -4467160 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -4467163.500000 Penalty: 3447.164062
	Iteration 27Q: 3 clusters Score -4467164 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -4467183.000000 Penalty: 3447.164062
	Iteration 28Q: 3 clusters Score -4467183 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -4467214.500000 Penalty: 3447.164062
	Iteration 29Q: 3 clusters Score -4467214 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -4467250.000000 Penalty: 3447.164062
	Iteration 30Q: 3 clusters Score -4467250 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -4467286.500000 Penalty: 3447.164062
	Iteration 31Q: 3 clusters Score -4467286 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -4467314.500000 Penalty: 3447.164062
	Iteration 32Q: 3 clusters Score -4467314 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -4467371.500000 Penalty: 3447.164062
	Iteration 33Q: 3 clusters Score -4467372 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -4467396.500000 Penalty: 3447.164062
	Iteration 34Q: 3 clusters Score -4467396 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -4467441.500000 Penalty: 3447.164062
	Iteration 35Q: 3 clusters Score -4467442 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -4467485.500000 Penalty: 3447.164062
	Iteration 36Q: 3 clusters Score -4467486 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -4467513.000000 Penalty: 3447.164062
	Iteration 37Q: 3 clusters Score -4467513 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -4467571.500000 Penalty: 3447.164062
	Iteration 38Q: 3 clusters Score -4467572 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -4467630.000000 Penalty: 3447.164062
	Iteration 39Q: 3 clusters Score -4467630 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -4467683.500000 Penalty: 3447.164062
	Iteration 40F: 3 clusters Score -4467684 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4467749.500000 Penalty: 3447.164062
	Iteration 41Q: 3 clusters Score -4467750 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4467831.500000 Penalty: 3447.164062
	Iteration 42Q: 3 clusters Score -4467832 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -4467901.000000 Penalty: 3447.164062
	Iteration 43Q: 3 clusters Score -4467901 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4467978.500000 Penalty: 3447.164062
	Iteration 44Q: 3 clusters Score -4467978 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -4468094.500000 Penalty: 3447.164062
	Iteration 45Q: 3 clusters Score -4468094 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -4468256.000000 Penalty: 3447.164062
	Iteration 46Q: 3 clusters Score -4468256 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -4468386.500000 Penalty: 3447.164062
	Iteration 47Q: 3 clusters Score -4468386 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -4468531.500000 Penalty: 3447.164062
	Iteration 48Q: 3 clusters Score -4468532 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -4468689.000000 Penalty: 3447.164062
	Iteration 49Q: 3 clusters Score -4468689 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4468904.500000 Penalty: 3447.164062
	Iteration 50Q: 3 clusters Score -4468904 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -4469108.500000 Penalty: 3447.164062
	Iteration 51Q: 3 clusters Score -4469108 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -4469279.500000 Penalty: 3447.164062
	Iteration 52Q: 3 clusters Score -4469280 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -4469451.500000 Penalty: 3447.164062
	Iteration 53Q: 3 clusters Score -4469452 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -4469653.500000 Penalty: 3447.164062
	Iteration 54Q: 3 clusters Score -4469654 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -4469839.500000 Penalty: 3447.164062
	Iteration 55Q: 3 clusters Score -4469840 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -4470012.000000 Penalty: 3447.164062
	Iteration 56Q: 3 clusters Score -4470012 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -4470210.500000 Penalty: 3447.164062
	Iteration 57Q: 3 clusters Score -4470210 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -4470394.500000 Penalty: 3447.164062
	Iteration 58Q: 3 clusters Score -4470394 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -4470576.000000 Penalty: 3447.164062
	Iteration 59Q: 3 clusters Score -4470576 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -4470765.500000 Penalty: 3447.164062
	Iteration 60F: 3 clusters Score -4470766 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -4470926.500000 Penalty: 3447.164062
	Iteration 61Q: 3 clusters Score -4470926 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -4471073.500000 Penalty: 3447.164062
	Iteration 62Q: 3 clusters Score -4471074 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -4471198.500000 Penalty: 3447.164062
	Iteration 63Q: 3 clusters Score -4471198 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -4471341.500000 Penalty: 3447.164062
	Iteration 64Q: 3 clusters Score -4471342 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4471445.000000 Penalty: 3447.164062
	Iteration 65Q: 3 clusters Score -4471445 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4471552.500000 Penalty: 3447.164062
	Iteration 66Q: 3 clusters Score -4471552 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4471694.500000 Penalty: 3447.164062
	Iteration 67Q: 3 clusters Score -4471694 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4471803.000000 Penalty: 3447.164062
	Iteration 68Q: 3 clusters Score -4471803 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4471914.000000 Penalty: 3447.164062
	Iteration 69Q: 3 clusters Score -4471914 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4471975.000000 Penalty: 3447.164062
	Iteration 70Q: 3 clusters Score -4471975 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4472040.000000 Penalty: 3447.164062
	Iteration 71Q: 3 clusters Score -4472040 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4472108.000000 Penalty: 3447.164062
	Iteration 72Q: 3 clusters Score -4472108 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4472167.500000 Penalty: 3447.164062
	Iteration 73Q: 3 clusters Score -4472168 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4472222.000000 Penalty: 3447.164062
	Iteration 74Q: 3 clusters Score -4472222 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4472242.500000 Penalty: 3447.164062
	Iteration 75Q: 3 clusters Score -4472242 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4472284.500000 Penalty: 3447.164062
	Iteration 76Q: 3 clusters Score -4472284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4472314.500000 Penalty: 3447.164062
	Iteration 77Q: 3 clusters Score -4472314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4472347.500000 Penalty: 3447.164062
	Iteration 78Q: 3 clusters Score -4472348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4472373.000000 Penalty: 3447.164062
	Iteration 79Q: 3 clusters Score -4472373 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4472403.500000 Penalty: 3447.164062
	Iteration 80F: 3 clusters Score -4472404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4472424.500000 Penalty: 3447.164062
	Iteration 81Q: 3 clusters Score -4472424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4472445.500000 Penalty: 3447.164062
	Iteration 82Q: 3 clusters Score -4472446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4472450.500000 Penalty: 3447.164062
	Iteration 83Q: 3 clusters Score -4472450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4472467.000000 Penalty: 3447.164062
	Iteration 84Q: 3 clusters Score -4472467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4472480.500000 Penalty: 3447.164062
	Iteration 85Q: 3 clusters Score -4472480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4472493.500000 Penalty: 3447.164062
	Iteration 86Q: 3 clusters Score -4472494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4472510.500000 Penalty: 3447.164062
	Iteration 87Q: 3 clusters Score -4472510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4472519.500000 Penalty: 3447.164062
	Iteration 88Q: 3 clusters Score -4472520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4472535.500000 Penalty: 3447.164062
	Iteration 89Q: 3 clusters Score -4472536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4472537.000000 Penalty: 3447.164062
	Iteration 90Q: 3 clusters Score -4472537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4472558.000000 Penalty: 3447.164062
	Iteration 91Q: 3 clusters Score -4472558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4472575.000000 Penalty: 3447.164062
	Iteration 92Q: 3 clusters Score -4472575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4472596.000000 Penalty: 3447.164062
	Iteration 93Q: 3 clusters Score -4472596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4472606.500000 Penalty: 3447.164062
	Iteration 94Q: 3 clusters Score -4472606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4472613.000000 Penalty: 3447.164062
	Iteration 95Q: 3 clusters Score -4472613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4472624.500000 Penalty: 3447.164062
	Iteration 96Q: 3 clusters Score -4472624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4472627.500000 Penalty: 3447.164062
	Iteration 97Q: 3 clusters Score -4472628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4472638.500000 Penalty: 3447.164062
	Iteration 98Q: 3 clusters Score -4472638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4472648.000000 Penalty: 3447.164062
	Iteration 99Q: 3 clusters Score -4472648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4472655.000000 Penalty: 3447.164062
	Iteration 100F: 3 clusters Score -4472655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4472668.000000 Penalty: 3447.164062
	Iteration 101Q: 3 clusters Score -4472668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4472662.500000 Penalty: 3447.164062
	Iteration 102Q: 3 clusters Score -4472662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4472674.000000 Penalty: 3447.164062
	Iteration 103Q: 3 clusters Score -4472674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4472677.000000 Penalty: 3447.164062
	Iteration 104Q: 3 clusters Score -4472677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4472680.500000 Penalty: 3447.164062
	Iteration 105Q: 3 clusters Score -4472680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4472690.500000 Penalty: 3447.164062
	Iteration 106Q: 3 clusters Score -4472690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4472691.500000 Penalty: 3447.164062
	Iteration 107Q: 3 clusters Score -4472692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4472690.000000 Penalty: 3447.164062
	Iteration 108Q: 3 clusters Score -4472690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4472695.000000 Penalty: 3447.164062
	Iteration 109Q: 3 clusters Score -4472695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4472697.000000 Penalty: 3447.164062
	Iteration 110Q: 3 clusters Score -4472697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4472699.500000 Penalty: 3447.164062
	Iteration 111Q: 3 clusters Score -4472700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4472704.000000 Penalty: 3447.164062
	Iteration 112Q: 3 clusters Score -4472704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4472711.000000 Penalty: 3447.164062
	Iteration 113Q: 3 clusters Score -4472711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4472711.500000 Penalty: 3447.164062
	Iteration 114Q: 3 clusters Score -4472712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4472711.500000 Penalty: 3447.164062
	Iteration 115Q: 3 clusters Score -4472712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4472712.500000 Penalty: 3447.164062
	Iteration 116Q: 3 clusters Score -4472712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4472710.500000 Penalty: 3447.164062
	Iteration 117Q: 3 clusters Score -4472710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4472710.500000 Penalty: 3447.164062
	Iteration 118F: 3 clusters Score -4472710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -370149.062500 Penalty: 1322.895996
	Iteration 0F: 2 clusters Score -370149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -367176.625000 Penalty: 2645.791992
	Iteration 0F: 3 clusters Score -367176.6 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -367937.187500 Penalty: 2645.791992
	Iteration 1F: 3 clusters Score -367937.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -368156.843750 Penalty: 2645.791992
	Iteration 2F: 3 clusters Score -368156.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -368375.250000 Penalty: 2645.791992
	Iteration 3F: 3 clusters Score -368375.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -368640.187500 Penalty: 2645.791992
	Iteration 4F: 3 clusters Score -368640.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -368982.906250 Penalty: 2645.791992
	Iteration 5F: 3 clusters Score -368982.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -369406.875000 Penalty: 2645.791992
	Iteration 6F: 3 clusters Score -369406.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -369771.687500 Penalty: 2645.791992
	Iteration 7F: 3 clusters Score -369771.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -369965.406250 Penalty: 2645.791992
	Iteration 8F: 3 clusters Score -369965.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -370023.062500 Penalty: 2645.791992
	Iteration 9Q: 3 clusters Score -370023.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -370047.187500 Penalty: 2645.791992
	Iteration 10Q: 3 clusters Score -370047.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -370061.281250 Penalty: 2645.791992
	Iteration 11Q: 3 clusters Score -370061.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -370067.718750 Penalty: 2645.791992
	Iteration 12Q: 3 clusters Score -370067.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -370071.875000 Penalty: 2645.791992
	Iteration 13Q: 3 clusters Score -370071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -370075.593750 Penalty: 2645.791992
	Iteration 14Q: 3 clusters Score -370075.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -370076.593750 Penalty: 2645.791992
	Iteration 15Q: 3 clusters Score -370076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -370077.375000 Penalty: 2645.791992
	Iteration 16Q: 3 clusters Score -370077.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -370077.843750 Penalty: 2645.791992
	Iteration 17Q: 3 clusters Score -370077.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -370079.656250 Penalty: 2645.791992
	Iteration 18Q: 3 clusters Score -370079.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -370082.250000 Penalty: 2645.791992
	Iteration 19Q: 3 clusters Score -370082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -370083.031250 Penalty: 2645.791992
	Iteration 20F: 3 clusters Score -370083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -370084.843750 Penalty: 2645.791992
	Iteration 21Q: 3 clusters Score -370084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -370084.406250 Penalty: 2645.791992
	Iteration 22Q: 3 clusters Score -370084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -370085.375000 Penalty: 2645.791992
	Iteration 23Q: 3 clusters Score -370085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -370085.875000 Penalty: 2645.791992
	Iteration 24Q: 3 clusters Score -370085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -370086.437500 Penalty: 2645.791992
	Iteration 25Q: 3 clusters Score -370086.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -370086.437500 Penalty: 2645.791992
	Iteration 26F: 3 clusters Score -370086.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Entering Unmasked Estep 
Score: -731775.625000 Penalty: 1424.107788
	Iteration 0F: 2 clusters Score -731775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -726928.750000 Penalty: 2848.215576
	Iteration 0F: 3 clusters Score -726928.8 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -728416.812500 Penalty: 2848.215576
	Iteration 1F: 3 clusters Score -728416.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -728636.250000 Penalty: 2848.215576
	Iteration 2F: 3 clusters Score -728636.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -728793.375000 Penalty: 2848.215576
	Iteration 3F: 3 clusters Score -728793.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -728920.875000 Penalty: 2848.215576
	Iteration 4Q: 3 clusters Score -728920.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -729029.375000 Penalty: 2848.215576
	Iteration 5Q: 3 clusters Score -729029.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -729149.125000 Penalty: 2848.215576
	Iteration 6Q: 3 clusters Score -729149.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -729282.562500 Penalty: 2848.215576
	Iteration 7Q: 3 clusters Score -729282.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -729460.437500 Penalty: 2848.215576
	Iteration 8Q: 3 clusters Score -729460.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -729625.687500 Penalty: 2848.215576
	Iteration 9Q: 3 clusters Score -729625.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -729786.812500 Penalty: 2848.215576
	Iteration 10Q: 3 clusters Score -729786.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -729950.937500 Penalty: 2848.215576
	Iteration 11Q: 3 clusters Score -729950.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -730109.875000 Penalty: 2848.215576
	Iteration 12Q: 3 clusters Score -730109.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -730232.062500 Penalty: 2848.215576
	Iteration 13Q: 3 clusters Score -730232.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -730321.000000 Penalty: 2848.215576
	Iteration 14Q: 3 clusters Score -730321 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -730393.312500 Penalty: 2848.215576
	Iteration 15Q: 3 clusters Score -730393.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -730457.687500 Penalty: 2848.215576
	Iteration 16Q: 3 clusters Score -730457.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -730499.937500 Penalty: 2848.215576
	Iteration 17Q: 3 clusters Score -730499.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -730538.937500 Penalty: 2848.215576
	Iteration 18Q: 3 clusters Score -730538.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -730573.375000 Penalty: 2848.215576
	Iteration 19Q: 3 clusters Score -730573.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -730604.312500 Penalty: 2848.215576
	Iteration 20F: 3 clusters Score -730604.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -730624.437500 Penalty: 2848.215576
	Iteration 21Q: 3 clusters Score -730624.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -730637.937500 Penalty: 2848.215576
	Iteration 22Q: 3 clusters Score -730637.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -730647.625000 Penalty: 2848.215576
	Iteration 23Q: 3 clusters Score -730647.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -730654.062500 Penalty: 2848.215576
	Iteration 24Q: 3 clusters Score -730654.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -730661.250000 Penalty: 2848.215576
	Iteration 25Q: 3 clusters Score -730661.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -730666.312500 Penalty: 2848.215576
	Iteration 26Q: 3 clusters Score -730666.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -730672.187500 Penalty: 2848.215576
	Iteration 27Q: 3 clusters Score -730672.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -730675.562500 Penalty: 2848.215576
	Iteration 28Q: 3 clusters Score -730675.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -730681.312500 Penalty: 2848.215576
	Iteration 29Q: 3 clusters Score -730681.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -730681.750000 Penalty: 2848.215576
	Iteration 30Q: 3 clusters Score -730681.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -730686.125000 Penalty: 2848.215576
	Iteration 31Q: 3 clusters Score -730686.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -730692.312500 Penalty: 2848.215576
	Iteration 32Q: 3 clusters Score -730692.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -730697.625000 Penalty: 2848.215576
	Iteration 33Q: 3 clusters Score -730697.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -730701.812500 Penalty: 2848.215576
	Iteration 34Q: 3 clusters Score -730701.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -730702.250000 Penalty: 2848.215576
	Iteration 35Q: 3 clusters Score -730702.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -730706.125000 Penalty: 2848.215576
	Iteration 36Q: 3 clusters Score -730706.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -730708.312500 Penalty: 2848.215576
	Iteration 37Q: 3 clusters Score -730708.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -730709.687500 Penalty: 2848.215576
	Iteration 38Q: 3 clusters Score -730709.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -730712.562500 Penalty: 2848.215576
	Iteration 39Q: 3 clusters Score -730712.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -730713.687500 Penalty: 2848.215576
	Iteration 40F: 3 clusters Score -730713.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -730716.687500 Penalty: 2848.215576
	Iteration 41Q: 3 clusters Score -730716.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -730718.375000 Penalty: 2848.215576
	Iteration 42Q: 3 clusters Score -730718.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -730719.750000 Penalty: 2848.215576
	Iteration 43Q: 3 clusters Score -730719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -730721.437500 Penalty: 2848.215576
	Iteration 44Q: 3 clusters Score -730721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -730722.562500 Penalty: 2848.215576
	Iteration 45Q: 3 clusters Score -730722.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -730723.562500 Penalty: 2848.215576
	Iteration 46Q: 3 clusters Score -730723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -730725.000000 Penalty: 2848.215576
	Iteration 47Q: 3 clusters Score -730725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -730724.250000 Penalty: 2848.215576
	Iteration 48Q: 3 clusters Score -730724.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -730725.125000 Penalty: 2848.215576
	Iteration 49Q: 3 clusters Score -730725.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -730725.125000 Penalty: 2848.215576
	Iteration 50F: 3 clusters Score -730725.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (90921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90921 members 
Entering Unmasked Estep 
Score: -10557345.000000 Penalty: 1855.383789
	Iteration 0F: 2 clusters Score -1.055734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -10498758.000000 Penalty: 3710.767578
	Iteration 0F: 3 clusters Score -1.049876e+07 nChanged 43609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -10523712.000000 Penalty: 3710.767578
	Iteration 1F: 3 clusters Score -1.052371e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -10524255.000000 Penalty: 3710.767578
	Iteration 2Q: 3 clusters Score -1.052426e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -10525093.000000 Penalty: 3710.767578
	Iteration 3Q: 3 clusters Score -1.052509e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -10526462.000000 Penalty: 3710.767578
	Iteration 4Q: 3 clusters Score -1.052646e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -10529125.000000 Penalty: 3710.767578
	Iteration 5F: 3 clusters Score -1.052912e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 66258 members 
Entering Unmasked Estep 
Score: -10534001.000000 Penalty: 3710.767578
	Iteration 6F: 3 clusters Score -1.0534e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -10541132.000000 Penalty: 3710.767578
	Iteration 7F: 3 clusters Score -1.054113e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 82527 members 
Entering Unmasked Estep 
Score: -10548204.000000 Penalty: 3710.767578
	Iteration 8F: 3 clusters Score -1.05482e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 87648 members 
Entering Unmasked Estep 
Score: -10552765.000000 Penalty: 3710.767578
	Iteration 9F: 3 clusters Score -1.055276e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 89907 members 
Entering Unmasked Estep 
Score: -10554736.000000 Penalty: 3710.767578
	Iteration 10Q: 3 clusters Score -1.055474e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -10555336.000000 Penalty: 3710.767578
	Iteration 11Q: 3 clusters Score -1.055534e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 90717 members 
Entering Unmasked Estep 
Score: -10555555.000000 Penalty: 3710.767578
	Iteration 12Q: 3 clusters Score -1.055556e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -10555635.000000 Penalty: 3710.767578
	Iteration 13Q: 3 clusters Score -1.055564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 90771 members 
Entering Unmasked Estep 
Score: -10555663.000000 Penalty: 3710.767578
	Iteration 14Q: 3 clusters Score -1.055566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -10555679.000000 Penalty: 3710.767578
	Iteration 15Q: 3 clusters Score -1.055568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 90777 members 
Entering Unmasked Estep 
Score: -10555681.000000 Penalty: 3710.767578
	Iteration 16Q: 3 clusters Score -1.055568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -10555675.000000 Penalty: 3710.767578
	Iteration 17Q: 3 clusters Score -1.055568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -10555675.000000 Penalty: 3710.767578
	Iteration 18F: 3 clusters Score -1.055568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Entering Unmasked Estep 
Score: -2125764.000000 Penalty: 1595.952515
	Iteration 0F: 2 clusters Score -2125764 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 9160 members 
Entering Unmasked Estep 
Score: -2113154.500000 Penalty: 3191.905029
	Iteration 0F: 3 clusters Score -2113154 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2117514.000000 Penalty: 3191.905029
	Iteration 1F: 3 clusters Score -2117514 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2117873.500000 Penalty: 3191.905029
	Iteration 2F: 3 clusters Score -2117874 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2118224.750000 Penalty: 3191.905029
	Iteration 3Q: 3 clusters Score -2118225 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2118625.500000 Penalty: 3191.905029
	Iteration 4Q: 3 clusters Score -2118626 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2119092.250000 Penalty: 3191.905029
	Iteration 5Q: 3 clusters Score -2119092 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2119657.000000 Penalty: 3191.905029
	Iteration 6F: 3 clusters Score -2119657 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2120333.250000 Penalty: 3191.905029
	Iteration 7F: 3 clusters Score -2120333 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2121107.000000 Penalty: 3191.905029
	Iteration 8F: 3 clusters Score -2121107 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2121824.750000 Penalty: 3191.905029
	Iteration 9F: 3 clusters Score -2121825 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2122459.750000 Penalty: 3191.905029
	Iteration 10Q: 3 clusters Score -2122460 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2122969.000000 Penalty: 3191.905029
	Iteration 11Q: 3 clusters Score -2122969 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2123344.500000 Penalty: 3191.905029
	Iteration 12Q: 3 clusters Score -2123344 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2123620.250000 Penalty: 3191.905029
	Iteration 13Q: 3 clusters Score -2123620 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2123822.000000 Penalty: 3191.905029
	Iteration 14Q: 3 clusters Score -2123822 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2123993.250000 Penalty: 3191.905029
	Iteration 15Q: 3 clusters Score -2123993 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2124111.500000 Penalty: 3191.905029
	Iteration 16Q: 3 clusters Score -2124112 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2124215.000000 Penalty: 3191.905029
	Iteration 17Q: 3 clusters Score -2124215 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2124285.000000 Penalty: 3191.905029
	Iteration 18Q: 3 clusters Score -2124285 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2124329.500000 Penalty: 3191.905029
	Iteration 19Q: 3 clusters Score -2124330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2124363.000000 Penalty: 3191.905029
	Iteration 20F: 3 clusters Score -2124363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2124381.250000 Penalty: 3191.905029
	Iteration 21Q: 3 clusters Score -2124381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2124397.000000 Penalty: 3191.905029
	Iteration 22Q: 3 clusters Score -2124397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2124410.500000 Penalty: 3191.905029
	Iteration 23Q: 3 clusters Score -2124410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2124427.250000 Penalty: 3191.905029
	Iteration 24Q: 3 clusters Score -2124427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2124437.500000 Penalty: 3191.905029
	Iteration 25Q: 3 clusters Score -2124438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2124448.250000 Penalty: 3191.905029
	Iteration 26Q: 3 clusters Score -2124448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2124460.000000 Penalty: 3191.905029
	Iteration 27Q: 3 clusters Score -2124460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2124470.750000 Penalty: 3191.905029
	Iteration 28Q: 3 clusters Score -2124471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2124481.000000 Penalty: 3191.905029
	Iteration 29Q: 3 clusters Score -2124481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2124483.750000 Penalty: 3191.905029
	Iteration 30Q: 3 clusters Score -2124484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2124486.250000 Penalty: 3191.905029
	Iteration 31Q: 3 clusters Score -2124486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2124487.750000 Penalty: 3191.905029
	Iteration 32Q: 3 clusters Score -2124488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2124489.250000 Penalty: 3191.905029
	Iteration 33Q: 3 clusters Score -2124489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2124489.750000 Penalty: 3191.905029
	Iteration 34Q: 3 clusters Score -2124490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2124488.750000 Penalty: 3191.905029
	Iteration 35Q: 3 clusters Score -2124489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2124490.500000 Penalty: 3191.905029
	Iteration 36Q: 3 clusters Score -2124490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2124491.750000 Penalty: 3191.905029
	Iteration 37Q: 3 clusters Score -2124492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2124493.000000 Penalty: 3191.905029
	Iteration 38Q: 3 clusters Score -2124493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2124495.500000 Penalty: 3191.905029
	Iteration 39Q: 3 clusters Score -2124496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2124497.750000 Penalty: 3191.905029
	Iteration 40F: 3 clusters Score -2124498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2124501.000000 Penalty: 3191.905029
	Iteration 41Q: 3 clusters Score -2124501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2124501.000000 Penalty: 3191.905029
	Iteration 42F: 3 clusters Score -2124501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Entering Unmasked Estep 
Score: -1697889.125000 Penalty: 1566.009277
	Iteration 0F: 2 clusters Score -1697889 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 7592 members 
Entering Unmasked Estep 
Score: -1687255.750000 Penalty: 3132.018555
	Iteration 0F: 3 clusters Score -1687256 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1691041.000000 Penalty: 3132.018555
	Iteration 1F: 3 clusters Score -1691041 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1691408.625000 Penalty: 3132.018555
	Iteration 2F: 3 clusters Score -1691409 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1691786.625000 Penalty: 3132.018555
	Iteration 3F: 3 clusters Score -1691787 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1692186.750000 Penalty: 3132.018555
	Iteration 4F: 3 clusters Score -1692187 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1692721.375000 Penalty: 3132.018555
	Iteration 5F: 3 clusters Score -1692721 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1693452.625000 Penalty: 3132.018555
	Iteration 6F: 3 clusters Score -1693453 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1694442.125000 Penalty: 3132.018555
	Iteration 7F: 3 clusters Score -1694442 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1695531.375000 Penalty: 3132.018555
	Iteration 8F: 3 clusters Score -1695531 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1696334.250000 Penalty: 3132.018555
	Iteration 9Q: 3 clusters Score -1696334 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1696724.125000 Penalty: 3132.018555
	Iteration 10Q: 3 clusters Score -1696724 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1696913.750000 Penalty: 3132.018555
	Iteration 11Q: 3 clusters Score -1696914 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1696999.250000 Penalty: 3132.018555
	Iteration 12Q: 3 clusters Score -1696999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1697035.625000 Penalty: 3132.018555
	Iteration 13Q: 3 clusters Score -1697036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1697060.125000 Penalty: 3132.018555
	Iteration 14Q: 3 clusters Score -1697060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1697067.250000 Penalty: 3132.018555
	Iteration 15Q: 3 clusters Score -1697067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1697069.000000 Penalty: 3132.018555
	Iteration 16Q: 3 clusters Score -1697069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1697074.750000 Penalty: 3132.018555
	Iteration 17Q: 3 clusters Score -1697075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1697075.125000 Penalty: 3132.018555
	Iteration 18Q: 3 clusters Score -1697075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1697077.250000 Penalty: 3132.018555
	Iteration 19Q: 3 clusters Score -1697077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1697078.375000 Penalty: 3132.018555
	Iteration 20F: 3 clusters Score -1697078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (83826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Entering Unmasked Estep 
Score: -9690041.000000 Penalty: 1842.180908
	Iteration 0F: 2 clusters Score -9690041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -9634465.000000 Penalty: 3684.361816
	Iteration 0F: 3 clusters Score -9634465 nChanged 40098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -9657366.000000 Penalty: 3684.361816
	Iteration 1F: 3 clusters Score -9657366 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -9658138.000000 Penalty: 3684.361816
	Iteration 2Q: 3 clusters Score -9658138 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -9659372.000000 Penalty: 3684.361816
	Iteration 3Q: 3 clusters Score -9659372 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -9661573.000000 Penalty: 3684.361816
	Iteration 4F: 3 clusters Score -9661573 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -9665641.000000 Penalty: 3684.361816
	Iteration 5F: 3 clusters Score -9665641 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67646 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -9672480.000000 Penalty: 3684.361816
	Iteration 6F: 3 clusters Score -9672480 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -9680423.000000 Penalty: 3684.361816
	Iteration 7F: 3 clusters Score -9680423 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -9685703.000000 Penalty: 3684.361816
	Iteration 8F: 3 clusters Score -9685703 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82886 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9687602.000000 Penalty: 3684.361816
	Iteration 9Q: 3 clusters Score -9687602 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83500 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9688135.000000 Penalty: 3684.361816
	Iteration 10Q: 3 clusters Score -9688135 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9688302.000000 Penalty: 3684.361816
	Iteration 11Q: 3 clusters Score -9688302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83669 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9688348.000000 Penalty: 3684.361816
	Iteration 12Q: 3 clusters Score -9688348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83679 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9688372.000000 Penalty: 3684.361816
	Iteration 13Q: 3 clusters Score -9688372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9688395.000000 Penalty: 3684.361816
	Iteration 14Q: 3 clusters Score -9688395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83689 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9688424.000000 Penalty: 3684.361816
	Iteration 15Q: 3 clusters Score -9688424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9688423.000000 Penalty: 3684.361816
	Iteration 16Q: 3 clusters Score -9688423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9688425.000000 Penalty: 3684.361816
	Iteration 17Q: 3 clusters Score -9688425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83692 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9688423.000000 Penalty: 3684.361816
	Iteration 18Q: 3 clusters Score -9688423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9688431.000000 Penalty: 3684.361816
	Iteration 19Q: 3 clusters Score -9688431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9688431.000000 Penalty: 3684.361816
	Iteration 20F: 3 clusters Score -9688431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Entering Unmasked Estep 
Score: -398529.968750 Penalty: 1335.859253
	Iteration 0F: 2 clusters Score -398530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -395369.125000 Penalty: 2671.718506
	Iteration 0F: 3 clusters Score -395369.1 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -396288.781250 Penalty: 2671.718506
	Iteration 1F: 3 clusters Score -396288.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -396580.562500 Penalty: 2671.718506
	Iteration 2F: 3 clusters Score -396580.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -396794.750000 Penalty: 2671.718506
	Iteration 3F: 3 clusters Score -396794.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -396973.968750 Penalty: 2671.718506
	Iteration 4F: 3 clusters Score -396974 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -397123.875000 Penalty: 2671.718506
	Iteration 5F: 3 clusters Score -397123.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -397252.375000 Penalty: 2671.718506
	Iteration 6F: 3 clusters Score -397252.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -397368.656250 Penalty: 2671.718506
	Iteration 7Q: 3 clusters Score -397368.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -397485.687500 Penalty: 2671.718506
	Iteration 8Q: 3 clusters Score -397485.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -397600.968750 Penalty: 2671.718506
	Iteration 9Q: 3 clusters Score -397601 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -397712.718750 Penalty: 2671.718506
	Iteration 10Q: 3 clusters Score -397712.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -397796.531250 Penalty: 2671.718506
	Iteration 11Q: 3 clusters Score -397796.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -397883.875000 Penalty: 2671.718506
	Iteration 12Q: 3 clusters Score -397883.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -397948.437500 Penalty: 2671.718506
	Iteration 13Q: 3 clusters Score -397948.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -397997.562500 Penalty: 2671.718506
	Iteration 14Q: 3 clusters Score -397997.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -398038.187500 Penalty: 2671.718506
	Iteration 15Q: 3 clusters Score -398038.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -398055.750000 Penalty: 2671.718506
	Iteration 16Q: 3 clusters Score -398055.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -398068.218750 Penalty: 2671.718506
	Iteration 17Q: 3 clusters Score -398068.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -398079.625000 Penalty: 2671.718506
	Iteration 18Q: 3 clusters Score -398079.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -398086.718750 Penalty: 2671.718506
	Iteration 19Q: 3 clusters Score -398086.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -398095.656250 Penalty: 2671.718506
	Iteration 20F: 3 clusters Score -398095.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -398102.375000 Penalty: 2671.718506
	Iteration 21Q: 3 clusters Score -398102.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -398109.468750 Penalty: 2671.718506
	Iteration 22Q: 3 clusters Score -398109.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -398112.343750 Penalty: 2671.718506
	Iteration 23Q: 3 clusters Score -398112.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -398118.281250 Penalty: 2671.718506
	Iteration 24Q: 3 clusters Score -398118.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -398129.625000 Penalty: 2671.718506
	Iteration 25Q: 3 clusters Score -398129.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -398159.843750 Penalty: 2671.718506
	Iteration 26Q: 3 clusters Score -398159.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -398205.625000 Penalty: 2671.718506
	Iteration 27Q: 3 clusters Score -398205.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -398256.187500 Penalty: 2671.718506
	Iteration 28Q: 3 clusters Score -398256.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -398299.406250 Penalty: 2671.718506
	Iteration 29Q: 3 clusters Score -398299.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -398333.500000 Penalty: 2671.718506
	Iteration 30Q: 3 clusters Score -398333.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -398349.343750 Penalty: 2671.718506
	Iteration 31Q: 3 clusters Score -398349.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -398382.031250 Penalty: 2671.718506
	Iteration 32Q: 3 clusters Score -398382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -398393.062500 Penalty: 2671.718506
	Iteration 33Q: 3 clusters Score -398393.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -398401.468750 Penalty: 2671.718506
	Iteration 34Q: 3 clusters Score -398401.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -398404.343750 Penalty: 2671.718506
	Iteration 35Q: 3 clusters Score -398404.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -398408.937500 Penalty: 2671.718506
	Iteration 36Q: 3 clusters Score -398408.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -398413.125000 Penalty: 2671.718506
	Iteration 37Q: 3 clusters Score -398413.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -398415.093750 Penalty: 2671.718506
	Iteration 38Q: 3 clusters Score -398415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -398416.125000 Penalty: 2671.718506
	Iteration 39Q: 3 clusters Score -398416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -398442.156250 Penalty: 2671.718506
	Iteration 40F: 3 clusters Score -398442.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -398447.406250 Penalty: 2671.718506
	Iteration 41Q: 3 clusters Score -398447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -398447.968750 Penalty: 2671.718506
	Iteration 42Q: 3 clusters Score -398448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -398447.968750 Penalty: 2671.718506
	Iteration 43F: 3 clusters Score -398448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -91003.867188 Penalty: 1104.120361
	Iteration 0F: 2 clusters Score -91003.87 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 452 members 
Entering Unmasked Estep 
Score: -89679.031250 Penalty: 2208.240723
	Iteration 0F: 3 clusters Score -89679.03 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -89966.757812 Penalty: 2208.240723
	Iteration 1F: 3 clusters Score -89966.76 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -90103.289062 Penalty: 2208.240723
	Iteration 2F: 3 clusters Score -90103.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90240.726562 Penalty: 2208.240723
	Iteration 3F: 3 clusters Score -90240.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -90335.140625 Penalty: 2208.240723
	Iteration 4F: 3 clusters Score -90335.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -90380.726562 Penalty: 2208.240723
	Iteration 5Q: 3 clusters Score -90380.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -90411.015625 Penalty: 2208.240723
	Iteration 6Q: 3 clusters Score -90411.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -90424.257812 Penalty: 2208.240723
	Iteration 7Q: 3 clusters Score -90424.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -90429.757812 Penalty: 2208.240723
	Iteration 8Q: 3 clusters Score -90429.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -90432.609375 Penalty: 2208.240723
	Iteration 9Q: 3 clusters Score -90432.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -90434.750000 Penalty: 2208.240723
	Iteration 10Q: 3 clusters Score -90434.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90436.687500 Penalty: 2208.240723
	Iteration 11Q: 3 clusters Score -90436.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -90437.281250 Penalty: 2208.240723
	Iteration 12Q: 3 clusters Score -90437.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90440.640625 Penalty: 2208.240723
	Iteration 13Q: 3 clusters Score -90440.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -90448.117188 Penalty: 2208.240723
	Iteration 14Q: 3 clusters Score -90448.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -90453.742188 Penalty: 2208.240723
	Iteration 15Q: 3 clusters Score -90453.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90456.109375 Penalty: 2208.240723
	Iteration 16Q: 3 clusters Score -90456.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90456.554688 Penalty: 2208.240723
	Iteration 17Q: 3 clusters Score -90456.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -90457.093750 Penalty: 2208.240723
	Iteration 18Q: 3 clusters Score -90457.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90457.578125 Penalty: 2208.240723
	Iteration 19Q: 3 clusters Score -90457.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90457.578125 Penalty: 2208.240723
	Iteration 20F: 3 clusters Score -90457.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Entering Unmasked Estep 
Score: -5392939.500000 Penalty: 1748.200684
	Iteration 0F: 2 clusters Score -5392940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -5361236.500000 Penalty: 3496.401367
	Iteration 0F: 3 clusters Score -5361236 nChanged 22172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -5373991.500000 Penalty: 3496.401367
	Iteration 1F: 3 clusters Score -5373992 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -5374376.000000 Penalty: 3496.401367
	Iteration 2Q: 3 clusters Score -5374376 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -5374897.000000 Penalty: 3496.401367
	Iteration 3Q: 3 clusters Score -5374897 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -5375627.000000 Penalty: 3496.401367
	Iteration 4Q: 3 clusters Score -5375627 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -5376832.000000 Penalty: 3496.401367
	Iteration 5Q: 3 clusters Score -5376832 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -5378629.000000 Penalty: 3496.401367
	Iteration 6F: 3 clusters Score -5378629 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -5381217.500000 Penalty: 3496.401367
	Iteration 7F: 3 clusters Score -5381218 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -5384352.000000 Penalty: 3496.401367
	Iteration 8F: 3 clusters Score -5384352 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -5387108.000000 Penalty: 3496.401367
	Iteration 9F: 3 clusters Score -5387108 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -5388914.500000 Penalty: 3496.401367
	Iteration 10Q: 3 clusters Score -5388914 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -5389794.500000 Penalty: 3496.401367
	Iteration 11Q: 3 clusters Score -5389794 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -5390219.500000 Penalty: 3496.401367
	Iteration 12Q: 3 clusters Score -5390220 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -5390455.500000 Penalty: 3496.401367
	Iteration 13Q: 3 clusters Score -5390456 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -5390590.500000 Penalty: 3496.401367
	Iteration 14Q: 3 clusters Score -5390590 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -5390713.000000 Penalty: 3496.401367
	Iteration 15Q: 3 clusters Score -5390713 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -5390790.000000 Penalty: 3496.401367
	Iteration 16Q: 3 clusters Score -5390790 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -5390858.500000 Penalty: 3496.401367
	Iteration 17Q: 3 clusters Score -5390858 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -5390899.500000 Penalty: 3496.401367
	Iteration 18Q: 3 clusters Score -5390900 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -5390959.000000 Penalty: 3496.401367
	Iteration 19Q: 3 clusters Score -5390959 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -5391045.000000 Penalty: 3496.401367
	Iteration 20F: 3 clusters Score -5391045 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -5391088.500000 Penalty: 3496.401367
	Iteration 21Q: 3 clusters Score -5391088 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5391128.500000 Penalty: 3496.401367
	Iteration 22Q: 3 clusters Score -5391128 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -5391156.500000 Penalty: 3496.401367
	Iteration 23Q: 3 clusters Score -5391156 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5391200.000000 Penalty: 3496.401367
	Iteration 24Q: 3 clusters Score -5391200 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5391237.500000 Penalty: 3496.401367
	Iteration 25Q: 3 clusters Score -5391238 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5391257.000000 Penalty: 3496.401367
	Iteration 26Q: 3 clusters Score -5391257 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -5391286.000000 Penalty: 3496.401367
	Iteration 27Q: 3 clusters Score -5391286 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5391298.000000 Penalty: 3496.401367
	Iteration 28Q: 3 clusters Score -5391298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5391300.000000 Penalty: 3496.401367
	Iteration 29Q: 3 clusters Score -5391300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -5391301.500000 Penalty: 3496.401367
	Iteration 30Q: 3 clusters Score -5391302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5391320.500000 Penalty: 3496.401367
	Iteration 31Q: 3 clusters Score -5391320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5391324.000000 Penalty: 3496.401367
	Iteration 32Q: 3 clusters Score -5391324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -5391329.000000 Penalty: 3496.401367
	Iteration 33Q: 3 clusters Score -5391329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5391333.500000 Penalty: 3496.401367
	Iteration 34Q: 3 clusters Score -5391334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5391329.500000 Penalty: 3496.401367
	Iteration 35Q: 3 clusters Score -5391330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5391338.500000 Penalty: 3496.401367
	Iteration 36Q: 3 clusters Score -5391338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5391342.500000 Penalty: 3496.401367
	Iteration 37Q: 3 clusters Score -5391342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5391353.500000 Penalty: 3496.401367
	Iteration 38Q: 3 clusters Score -5391354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5391363.000000 Penalty: 3496.401367
	Iteration 39Q: 3 clusters Score -5391363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5391360.500000 Penalty: 3496.401367
	Iteration 40F: 3 clusters Score -5391360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5391379.000000 Penalty: 3496.401367
	Iteration 41Q: 3 clusters Score -5391379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5391379.000000 Penalty: 3496.401367
	Iteration 42Q: 3 clusters Score -5391379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5391381.000000 Penalty: 3496.401367
	Iteration 43Q: 3 clusters Score -5391381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5391390.000000 Penalty: 3496.401367
	Iteration 44Q: 3 clusters Score -5391390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5391397.500000 Penalty: 3496.401367
	Iteration 45Q: 3 clusters Score -5391398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5391398.000000 Penalty: 3496.401367
	Iteration 46Q: 3 clusters Score -5391398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5391400.500000 Penalty: 3496.401367
	Iteration 47Q: 3 clusters Score -5391400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5391391.000000 Penalty: 3496.401367
	Iteration 48Q: 3 clusters Score -5391391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5391400.500000 Penalty: 3496.401367
	Iteration 49Q: 3 clusters Score -5391400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5391407.000000 Penalty: 3496.401367
	Iteration 50Q: 3 clusters Score -5391407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5391410.500000 Penalty: 3496.401367
	Iteration 51Q: 3 clusters Score -5391410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5391421.000000 Penalty: 3496.401367
	Iteration 52Q: 3 clusters Score -5391421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5391429.000000 Penalty: 3496.401367
	Iteration 53Q: 3 clusters Score -5391429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5391428.000000 Penalty: 3496.401367
	Iteration 54Q: 3 clusters Score -5391428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5391435.500000 Penalty: 3496.401367
	Iteration 55Q: 3 clusters Score -5391436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5391444.000000 Penalty: 3496.401367
	Iteration 56Q: 3 clusters Score -5391444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5391453.000000 Penalty: 3496.401367
	Iteration 57Q: 3 clusters Score -5391453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5391456.000000 Penalty: 3496.401367
	Iteration 58Q: 3 clusters Score -5391456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5391463.500000 Penalty: 3496.401367
	Iteration 59Q: 3 clusters Score -5391464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5391469.500000 Penalty: 3496.401367
	Iteration 60F: 3 clusters Score -5391470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5391460.000000 Penalty: 3496.401367
	Iteration 61Q: 3 clusters Score -5391460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5391458.500000 Penalty: 3496.401367
	Iteration 62Q: 3 clusters Score -5391458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5391471.000000 Penalty: 3496.401367
	Iteration 63Q: 3 clusters Score -5391471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5391475.500000 Penalty: 3496.401367
	Iteration 64Q: 3 clusters Score -5391476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5391476.000000 Penalty: 3496.401367
	Iteration 65Q: 3 clusters Score -5391476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5391480.000000 Penalty: 3496.401367
	Iteration 66Q: 3 clusters Score -5391480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5391475.000000 Penalty: 3496.401367
	Iteration 67Q: 3 clusters Score -5391475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5391472.500000 Penalty: 3496.401367
	Iteration 68Q: 3 clusters Score -5391472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5391470.500000 Penalty: 3496.401367
	Iteration 69Q: 3 clusters Score -5391470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5391480.000000 Penalty: 3496.401367
	Iteration 70Q: 3 clusters Score -5391480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5391480.000000 Penalty: 3496.401367
	Iteration 71Q: 3 clusters Score -5391480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5391472.500000 Penalty: 3496.401367
	Iteration 72Q: 3 clusters Score -5391472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5391478.000000 Penalty: 3496.401367
	Iteration 73Q: 3 clusters Score -5391478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5391477.000000 Penalty: 3496.401367
	Iteration 74Q: 3 clusters Score -5391477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5391477.000000 Penalty: 3496.401367
	Iteration 75F: 3 clusters Score -5391477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -41554.410156 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -41554.41 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 218 members 
Entering Unmasked Estep 
Score: -40641.558594 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -40641.56 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40869.144531 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -40869.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41040.531250 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -41040.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41129.445312 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -41129.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41164.875000 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -41164.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41188.945312 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -41188.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41228.847656 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -41228.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41273.253906 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -41273.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41319.984375 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -41319.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41387.445312 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -41387.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41414.695312 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -41414.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41414.695312 Penalty: 1966.163452
	Iteration 11F: 3 clusters Score -41414.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Entering Unmasked Estep 
Score: -1770667.500000 Penalty: 1565.275757
	Iteration 0F: 2 clusters Score -1770668 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 7656 members 
Entering Unmasked Estep 
Score: -1760074.125000 Penalty: 3130.551514
	Iteration 0F: 3 clusters Score -1760074 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1763695.125000 Penalty: 3130.551514
	Iteration 1F: 3 clusters Score -1763695 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1764077.125000 Penalty: 3130.551514
	Iteration 2F: 3 clusters Score -1764077 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1764517.375000 Penalty: 3130.551514
	Iteration 3F: 3 clusters Score -1764517 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1765076.375000 Penalty: 3130.551514
	Iteration 4F: 3 clusters Score -1765076 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1765811.750000 Penalty: 3130.551514
	Iteration 5F: 3 clusters Score -1765812 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1766829.750000 Penalty: 3130.551514
	Iteration 6F: 3 clusters Score -1766830 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1768084.125000 Penalty: 3130.551514
	Iteration 7F: 3 clusters Score -1768084 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1769077.375000 Penalty: 3130.551514
	Iteration 8F: 3 clusters Score -1769077 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1769435.125000 Penalty: 3130.551514
	Iteration 9Q: 3 clusters Score -1769435 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1769552.875000 Penalty: 3130.551514
	Iteration 10Q: 3 clusters Score -1769553 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1769599.750000 Penalty: 3130.551514
	Iteration 11Q: 3 clusters Score -1769600 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1769624.500000 Penalty: 3130.551514
	Iteration 12Q: 3 clusters Score -1769624 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1769639.750000 Penalty: 3130.551514
	Iteration 13Q: 3 clusters Score -1769640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1769646.125000 Penalty: 3130.551514
	Iteration 14Q: 3 clusters Score -1769646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1769652.875000 Penalty: 3130.551514
	Iteration 15Q: 3 clusters Score -1769653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1769651.250000 Penalty: 3130.551514
	Iteration 16Q: 3 clusters Score -1769651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1769655.625000 Penalty: 3130.551514
	Iteration 17Q: 3 clusters Score -1769656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1769658.375000 Penalty: 3130.551514
	Iteration 18Q: 3 clusters Score -1769658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1769656.750000 Penalty: 3130.551514
	Iteration 19Q: 3 clusters Score -1769657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1769662.875000 Penalty: 3130.551514
	Iteration 20F: 3 clusters Score -1769663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1769665.625000 Penalty: 3130.551514
	Iteration 21Q: 3 clusters Score -1769666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1769668.375000 Penalty: 3130.551514
	Iteration 22Q: 3 clusters Score -1769668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1769668.000000 Penalty: 3130.551514
	Iteration 23Q: 3 clusters Score -1769668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1769669.625000 Penalty: 3130.551514
	Iteration 24Q: 3 clusters Score -1769670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1769668.375000 Penalty: 3130.551514
	Iteration 25Q: 3 clusters Score -1769668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1769668.375000 Penalty: 3130.551514
	Iteration 26Q: 3 clusters Score -1769668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1769668.375000 Penalty: 3130.551514
	Iteration 27F: 3 clusters Score -1769668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (143320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143320 members 
Entering Unmasked Estep 
Score: -16207043.000000 Penalty: 1929.335693
	Iteration 0F: 2 clusters Score -1.620704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -16111586.000000 Penalty: 3858.671387
	Iteration 0F: 3 clusters Score -1.611159e+07 nChanged 68939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79078 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -16153873.000000 Penalty: 3858.671387
	Iteration 1F: 3 clusters Score -1.615387e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83170 members 
Mstep: Class 2 contains 60150 members 
Entering Unmasked Estep 
Score: -16156310.000000 Penalty: 3858.671387
	Iteration 2Q: 3 clusters Score -1.615631e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -16160210.000000 Penalty: 3858.671387
	Iteration 3F: 3 clusters Score -1.616021e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97821 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -16166559.000000 Penalty: 3858.671387
	Iteration 4F: 3 clusters Score -1.616656e+07 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108230 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -16175919.000000 Penalty: 3858.671387
	Iteration 5F: 3 clusters Score -1.617592e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118722 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -16186038.000000 Penalty: 3858.671387
	Iteration 6F: 3 clusters Score -1.618604e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126714 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -16193681.000000 Penalty: 3858.671387
	Iteration 7F: 3 clusters Score -1.619368e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131730 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -16198501.000000 Penalty: 3858.671387
	Iteration 8Q: 3 clusters Score -1.61985e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134710 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -16201174.000000 Penalty: 3858.671387
	Iteration 9Q: 3 clusters Score -1.620117e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136544 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -16202617.000000 Penalty: 3858.671387
	Iteration 10Q: 3 clusters Score -1.620262e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137794 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -16203420.000000 Penalty: 3858.671387
	Iteration 11Q: 3 clusters Score -1.620342e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138731 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -16203939.000000 Penalty: 3858.671387
	Iteration 12Q: 3 clusters Score -1.620394e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139477 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -16204269.000000 Penalty: 3858.671387
	Iteration 13Q: 3 clusters Score -1.620427e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140056 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -16204517.000000 Penalty: 3858.671387
	Iteration 14Q: 3 clusters Score -1.620452e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140547 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -16204804.000000 Penalty: 3858.671387
	Iteration 15Q: 3 clusters Score -1.62048e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140966 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -16204984.000000 Penalty: 3858.671387
	Iteration 16Q: 3 clusters Score -1.620498e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141303 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -16205074.000000 Penalty: 3858.671387
	Iteration 17Q: 3 clusters Score -1.620507e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141580 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -16205219.000000 Penalty: 3858.671387
	Iteration 18Q: 3 clusters Score -1.620522e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141787 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -16205328.000000 Penalty: 3858.671387
	Iteration 19Q: 3 clusters Score -1.620533e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141958 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -16205457.000000 Penalty: 3858.671387
	Iteration 20F: 3 clusters Score -1.620546e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142082 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -16205517.000000 Penalty: 3858.671387
	Iteration 21Q: 3 clusters Score -1.620552e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142175 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -16205590.000000 Penalty: 3858.671387
	Iteration 22Q: 3 clusters Score -1.620559e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142247 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -16205659.000000 Penalty: 3858.671387
	Iteration 23Q: 3 clusters Score -1.620566e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142301 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -16205762.000000 Penalty: 3858.671387
	Iteration 24Q: 3 clusters Score -1.620576e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142346 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -16205774.000000 Penalty: 3858.671387
	Iteration 25Q: 3 clusters Score -1.620577e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142380 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -16205811.000000 Penalty: 3858.671387
	Iteration 26Q: 3 clusters Score -1.620581e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142402 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -16205851.000000 Penalty: 3858.671387
	Iteration 27Q: 3 clusters Score -1.620585e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142419 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -16205866.000000 Penalty: 3858.671387
	Iteration 28Q: 3 clusters Score -1.620587e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142433 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16205904.000000 Penalty: 3858.671387
	Iteration 29Q: 3 clusters Score -1.62059e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142443 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -16205888.000000 Penalty: 3858.671387
	Iteration 30Q: 3 clusters Score -1.620589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142449 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -16205915.000000 Penalty: 3858.671387
	Iteration 31Q: 3 clusters Score -1.620592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142460 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -16205925.000000 Penalty: 3858.671387
	Iteration 32Q: 3 clusters Score -1.620592e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142469 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -16205936.000000 Penalty: 3858.671387
	Iteration 33Q: 3 clusters Score -1.620594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142482 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -16205934.000000 Penalty: 3858.671387
	Iteration 34Q: 3 clusters Score -1.620593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142486 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -16205939.000000 Penalty: 3858.671387
	Iteration 35Q: 3 clusters Score -1.620594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142489 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16205941.000000 Penalty: 3858.671387
	Iteration 36Q: 3 clusters Score -1.620594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142488 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -16205946.000000 Penalty: 3858.671387
	Iteration 37Q: 3 clusters Score -1.620595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142489 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16205940.000000 Penalty: 3858.671387
	Iteration 38Q: 3 clusters Score -1.620594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142487 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -16205950.000000 Penalty: 3858.671387
	Iteration 39Q: 3 clusters Score -1.620595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142484 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16205945.000000 Penalty: 3858.671387
	Iteration 40F: 3 clusters Score -1.620594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142477 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -16205941.000000 Penalty: 3858.671387
	Iteration 41Q: 3 clusters Score -1.620594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142467 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -16205950.000000 Penalty: 3858.671387
	Iteration 42Q: 3 clusters Score -1.620595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142462 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -16205952.000000 Penalty: 3858.671387
	Iteration 43Q: 3 clusters Score -1.620595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142454 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -16205950.000000 Penalty: 3858.671387
	Iteration 44Q: 3 clusters Score -1.620595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142449 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -16205954.000000 Penalty: 3858.671387
	Iteration 45Q: 3 clusters Score -1.620595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142448 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -16205964.000000 Penalty: 3858.671387
	Iteration 46Q: 3 clusters Score -1.620596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142446 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -16205973.000000 Penalty: 3858.671387
	Iteration 47Q: 3 clusters Score -1.620597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142443 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -16205971.000000 Penalty: 3858.671387
	Iteration 48Q: 3 clusters Score -1.620597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142440 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -16205979.000000 Penalty: 3858.671387
	Iteration 49Q: 3 clusters Score -1.620598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142436 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -16205982.000000 Penalty: 3858.671387
	Iteration 50Q: 3 clusters Score -1.620598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142433 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16205979.000000 Penalty: 3858.671387
	Iteration 51Q: 3 clusters Score -1.620598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142427 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -16205978.000000 Penalty: 3858.671387
	Iteration 52Q: 3 clusters Score -1.620598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142426 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -16205978.000000 Penalty: 3858.671387
	Iteration 53Q: 3 clusters Score -1.620598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142427 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -16205974.000000 Penalty: 3858.671387
	Iteration 54Q: 3 clusters Score -1.620597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142428 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16205976.000000 Penalty: 3858.671387
	Iteration 55Q: 3 clusters Score -1.620598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142428 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16205978.000000 Penalty: 3858.671387
	Iteration 56Q: 3 clusters Score -1.620598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142429 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -16205979.000000 Penalty: 3858.671387
	Iteration 57Q: 3 clusters Score -1.620598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142430 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16205970.000000 Penalty: 3858.671387
	Iteration 58Q: 3 clusters Score -1.620597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142433 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16205979.000000 Penalty: 3858.671387
	Iteration 59Q: 3 clusters Score -1.620598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142430 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16205978.000000 Penalty: 3858.671387
	Iteration 60F: 3 clusters Score -1.620598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142429 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -16205978.000000 Penalty: 3858.671387
	Iteration 61Q: 3 clusters Score -1.620598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142430 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16205975.000000 Penalty: 3858.671387
	Iteration 62Q: 3 clusters Score -1.620598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142431 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -16205967.000000 Penalty: 3858.671387
	Iteration 63Q: 3 clusters Score -1.620597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142431 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -16205967.000000 Penalty: 3858.671387
	Iteration 64F: 3 clusters Score -1.620597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Entering Unmasked Estep 
Score: -447192.843750 Penalty: 1343.835571
	Iteration 0F: 2 clusters Score -447192.8 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 1912 members 
Entering Unmasked Estep 
Score: -443899.906250 Penalty: 2687.671143
	Iteration 0F: 3 clusters Score -443899.9 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -444800.531250 Penalty: 2687.671143
	Iteration 1F: 3 clusters Score -444800.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -444945.343750 Penalty: 2687.671143
	Iteration 2F: 3 clusters Score -444945.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -445053.968750 Penalty: 2687.671143
	Iteration 3Q: 3 clusters Score -445054 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -445150.968750 Penalty: 2687.671143
	Iteration 4Q: 3 clusters Score -445151 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -445227.281250 Penalty: 2687.671143
	Iteration 5Q: 3 clusters Score -445227.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -445311.312500 Penalty: 2687.671143
	Iteration 6Q: 3 clusters Score -445311.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -445373.250000 Penalty: 2687.671143
	Iteration 7Q: 3 clusters Score -445373.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -445426.250000 Penalty: 2687.671143
	Iteration 8Q: 3 clusters Score -445426.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -445502.750000 Penalty: 2687.671143
	Iteration 9Q: 3 clusters Score -445502.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -445582.312500 Penalty: 2687.671143
	Iteration 10Q: 3 clusters Score -445582.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -445645.281250 Penalty: 2687.671143
	Iteration 11Q: 3 clusters Score -445645.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -445696.656250 Penalty: 2687.671143
	Iteration 12Q: 3 clusters Score -445696.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -445739.343750 Penalty: 2687.671143
	Iteration 13Q: 3 clusters Score -445739.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -445774.250000 Penalty: 2687.671143
	Iteration 14Q: 3 clusters Score -445774.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -445801.625000 Penalty: 2687.671143
	Iteration 15Q: 3 clusters Score -445801.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -445826.437500 Penalty: 2687.671143
	Iteration 16Q: 3 clusters Score -445826.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -445838.406250 Penalty: 2687.671143
	Iteration 17Q: 3 clusters Score -445838.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -445848.437500 Penalty: 2687.671143
	Iteration 18Q: 3 clusters Score -445848.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -445862.437500 Penalty: 2687.671143
	Iteration 19Q: 3 clusters Score -445862.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -445876.875000 Penalty: 2687.671143
	Iteration 20F: 3 clusters Score -445876.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -445890.437500 Penalty: 2687.671143
	Iteration 21Q: 3 clusters Score -445890.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -445901.531250 Penalty: 2687.671143
	Iteration 22Q: 3 clusters Score -445901.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -445907.937500 Penalty: 2687.671143
	Iteration 23Q: 3 clusters Score -445907.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -445916.812500 Penalty: 2687.671143
	Iteration 24Q: 3 clusters Score -445916.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -445923.500000 Penalty: 2687.671143
	Iteration 25Q: 3 clusters Score -445923.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -445932.812500 Penalty: 2687.671143
	Iteration 26Q: 3 clusters Score -445932.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -445937.250000 Penalty: 2687.671143
	Iteration 27Q: 3 clusters Score -445937.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -445939.437500 Penalty: 2687.671143
	Iteration 28Q: 3 clusters Score -445939.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -445941.656250 Penalty: 2687.671143
	Iteration 29Q: 3 clusters Score -445941.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -445942.687500 Penalty: 2687.671143
	Iteration 30Q: 3 clusters Score -445942.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -445942.343750 Penalty: 2687.671143
	Iteration 31Q: 3 clusters Score -445942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -445943.312500 Penalty: 2687.671143
	Iteration 32Q: 3 clusters Score -445943.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -445943.562500 Penalty: 2687.671143
	Iteration 33Q: 3 clusters Score -445943.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -445944.687500 Penalty: 2687.671143
	Iteration 34Q: 3 clusters Score -445944.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -445944.593750 Penalty: 2687.671143
	Iteration 35Q: 3 clusters Score -445944.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -445944.593750 Penalty: 2687.671143
	Iteration 36F: 3 clusters Score -445944.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (153201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153201 members 
Entering Unmasked Estep 
Score: -17783520.000000 Penalty: 1940.169800
	Iteration 0F: 2 clusters Score -1.778352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -17695932.000000 Penalty: 3880.339600
	Iteration 0F: 3 clusters Score -1.769593e+07 nChanged 73869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 76797 members 
Entering Unmasked Estep 
Score: -17739580.000000 Penalty: 3880.339600
	Iteration 1F: 3 clusters Score -1.773958e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -17740522.000000 Penalty: 3880.339600
	Iteration 2Q: 3 clusters Score -1.774052e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75627 members 
Mstep: Class 2 contains 77574 members 
Entering Unmasked Estep 
Score: -17741472.000000 Penalty: 3880.339600
	Iteration 3Q: 3 clusters Score -1.774147e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -17743070.000000 Penalty: 3880.339600
	Iteration 4Q: 3 clusters Score -1.774307e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73814 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -17745380.000000 Penalty: 3880.339600
	Iteration 5Q: 3 clusters Score -1.774538e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 80575 members 
Entering Unmasked Estep 
Score: -17749266.000000 Penalty: 3880.339600
	Iteration 6Q: 3 clusters Score -1.774927e+07 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -17755786.000000 Penalty: 3880.339600
	Iteration 7F: 3 clusters Score -1.775579e+07 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -17763898.000000 Penalty: 3880.339600
	Iteration 8F: 3 clusters Score -1.77639e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 83652 members 
Entering Unmasked Estep 
Score: -17769824.000000 Penalty: 3880.339600
	Iteration 9F: 3 clusters Score -1.776982e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 83875 members 
Entering Unmasked Estep 
Score: -17772200.000000 Penalty: 3880.339600
	Iteration 10Q: 3 clusters Score -1.77722e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 83925 members 
Entering Unmasked Estep 
Score: -17773432.000000 Penalty: 3880.339600
	Iteration 11Q: 3 clusters Score -1.777343e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 83747 members 
Entering Unmasked Estep 
Score: -17774516.000000 Penalty: 3880.339600
	Iteration 12Q: 3 clusters Score -1.777452e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 83505 members 
Entering Unmasked Estep 
Score: -17775718.000000 Penalty: 3880.339600
	Iteration 13Q: 3 clusters Score -1.777572e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 83024 members 
Entering Unmasked Estep 
Score: -17777278.000000 Penalty: 3880.339600
	Iteration 14Q: 3 clusters Score -1.777728e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -17779288.000000 Penalty: 3880.339600
	Iteration 15Q: 3 clusters Score -1.777929e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -17781592.000000 Penalty: 3880.339600
	Iteration 16Q: 3 clusters Score -1.778159e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 80446 members 
Entering Unmasked Estep 
Score: -17784032.000000 Penalty: 3880.339600
	Iteration 17Q: 3 clusters Score -1.778403e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74215 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -17786336.000000 Penalty: 3880.339600
	Iteration 18Q: 3 clusters Score -1.778634e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -17788596.000000 Penalty: 3880.339600
	Iteration 19Q: 3 clusters Score -1.77886e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77880 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
Score: -17790300.000000 Penalty: 3880.339600
	Iteration 20F: 3 clusters Score -1.77903e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79667 members 
Mstep: Class 2 contains 73534 members 
Entering Unmasked Estep 
Score: -17791612.000000 Penalty: 3880.339600
	Iteration 21Q: 3 clusters Score -1.779161e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -17792376.000000 Penalty: 3880.339600
	Iteration 22Q: 3 clusters Score -1.779238e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Mstep: Class 2 contains 70957 members 
Entering Unmasked Estep 
Score: -17792812.000000 Penalty: 3880.339600
	Iteration 23Q: 3 clusters Score -1.779281e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -17792938.000000 Penalty: 3880.339600
	Iteration 24Q: 3 clusters Score -1.779294e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -17793072.000000 Penalty: 3880.339600
	Iteration 25Q: 3 clusters Score -1.779307e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 69205 members 
Entering Unmasked Estep 
Score: -17793054.000000 Penalty: 3880.339600
	Iteration 26Q: 3 clusters Score -1.779305e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84322 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -17793070.000000 Penalty: 3880.339600
	Iteration 27Q: 3 clusters Score -1.779307e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -17793006.000000 Penalty: 3880.339600
	Iteration 28Q: 3 clusters Score -1.779301e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -17793000.000000 Penalty: 3880.339600
	Iteration 29Q: 3 clusters Score -1.7793e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -17792994.000000 Penalty: 3880.339600
	Iteration 30Q: 3 clusters Score -1.779299e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85293 members 
Mstep: Class 2 contains 67908 members 
Entering Unmasked Estep 
Score: -17792984.000000 Penalty: 3880.339600
	Iteration 31Q: 3 clusters Score -1.779298e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -17792950.000000 Penalty: 3880.339600
	Iteration 32Q: 3 clusters Score -1.779295e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -17792914.000000 Penalty: 3880.339600
	Iteration 33Q: 3 clusters Score -1.779291e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -17792922.000000 Penalty: 3880.339600
	Iteration 34Q: 3 clusters Score -1.779292e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86437 members 
Mstep: Class 2 contains 66764 members 
Entering Unmasked Estep 
Score: -17792916.000000 Penalty: 3880.339600
	Iteration 35Q: 3 clusters Score -1.779292e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86733 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -17792878.000000 Penalty: 3880.339600
	Iteration 36Q: 3 clusters Score -1.779288e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87026 members 
Mstep: Class 2 contains 66175 members 
Entering Unmasked Estep 
Score: -17792864.000000 Penalty: 3880.339600
	Iteration 37Q: 3 clusters Score -1.779286e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87296 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -17792830.000000 Penalty: 3880.339600
	Iteration 38Q: 3 clusters Score -1.779283e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87562 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -17792826.000000 Penalty: 3880.339600
	Iteration 39Q: 3 clusters Score -1.779283e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87784 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -17792822.000000 Penalty: 3880.339600
	Iteration 40F: 3 clusters Score -1.779282e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -17792852.000000 Penalty: 3880.339600
	Iteration 41Q: 3 clusters Score -1.779285e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -17792858.000000 Penalty: 3880.339600
	Iteration 42Q: 3 clusters Score -1.779286e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88300 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -17792834.000000 Penalty: 3880.339600
	Iteration 43Q: 3 clusters Score -1.779283e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88407 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -17792810.000000 Penalty: 3880.339600
	Iteration 44Q: 3 clusters Score -1.779281e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88517 members 
Mstep: Class 2 contains 64684 members 
Entering Unmasked Estep 
Score: -17792806.000000 Penalty: 3880.339600
	Iteration 45Q: 3 clusters Score -1.779281e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88586 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -17792786.000000 Penalty: 3880.339600
	Iteration 46Q: 3 clusters Score -1.779279e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -17792766.000000 Penalty: 3880.339600
	Iteration 47Q: 3 clusters Score -1.779277e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88685 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -17792756.000000 Penalty: 3880.339600
	Iteration 48Q: 3 clusters Score -1.779276e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88717 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -17792740.000000 Penalty: 3880.339600
	Iteration 49Q: 3 clusters Score -1.779274e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -17792750.000000 Penalty: 3880.339600
	Iteration 50Q: 3 clusters Score -1.779275e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -17792744.000000 Penalty: 3880.339600
	Iteration 51Q: 3 clusters Score -1.779274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 64404 members 
Entering Unmasked Estep 
Score: -17792738.000000 Penalty: 3880.339600
	Iteration 52Q: 3 clusters Score -1.779274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -17792740.000000 Penalty: 3880.339600
	Iteration 53Q: 3 clusters Score -1.779274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88827 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -17792740.000000 Penalty: 3880.339600
	Iteration 54Q: 3 clusters Score -1.779274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88838 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -17792744.000000 Penalty: 3880.339600
	Iteration 55Q: 3 clusters Score -1.779274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88855 members 
Mstep: Class 2 contains 64346 members 
Entering Unmasked Estep 
Score: -17792744.000000 Penalty: 3880.339600
	Iteration 56Q: 3 clusters Score -1.779274e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -17792722.000000 Penalty: 3880.339600
	Iteration 57Q: 3 clusters Score -1.779272e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88910 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -17792720.000000 Penalty: 3880.339600
	Iteration 58Q: 3 clusters Score -1.779272e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88935 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -17792724.000000 Penalty: 3880.339600
	Iteration 59Q: 3 clusters Score -1.779272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -17792712.000000 Penalty: 3880.339600
	Iteration 60F: 3 clusters Score -1.779271e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -17792710.000000 Penalty: 3880.339600
	Iteration 61Q: 3 clusters Score -1.779271e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88988 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -17792702.000000 Penalty: 3880.339600
	Iteration 62Q: 3 clusters Score -1.77927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -17792690.000000 Penalty: 3880.339600
	Iteration 63Q: 3 clusters Score -1.779269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89011 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -17792682.000000 Penalty: 3880.339600
	Iteration 64Q: 3 clusters Score -1.779268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -17792686.000000 Penalty: 3880.339600
	Iteration 65Q: 3 clusters Score -1.779269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 64180 members 
Entering Unmasked Estep 
Score: -17792688.000000 Penalty: 3880.339600
	Iteration 66Q: 3 clusters Score -1.779269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89028 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -17792686.000000 Penalty: 3880.339600
	Iteration 67Q: 3 clusters Score -1.779269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89034 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -17792672.000000 Penalty: 3880.339600
	Iteration 68Q: 3 clusters Score -1.779267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -17792668.000000 Penalty: 3880.339600
	Iteration 69Q: 3 clusters Score -1.779267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -17792670.000000 Penalty: 3880.339600
	Iteration 70Q: 3 clusters Score -1.779267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89046 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -17792666.000000 Penalty: 3880.339600
	Iteration 71Q: 3 clusters Score -1.779267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -17792656.000000 Penalty: 3880.339600
	Iteration 72Q: 3 clusters Score -1.779266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 64140 members 
Entering Unmasked Estep 
Score: -17792646.000000 Penalty: 3880.339600
	Iteration 73Q: 3 clusters Score -1.779265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89070 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -17792652.000000 Penalty: 3880.339600
	Iteration 74Q: 3 clusters Score -1.779265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Mstep: Class 2 contains 64124 members 
Entering Unmasked Estep 
Score: -17792656.000000 Penalty: 3880.339600
	Iteration 75Q: 3 clusters Score -1.779266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89087 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -17792638.000000 Penalty: 3880.339600
	Iteration 76Q: 3 clusters Score -1.779264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89098 members 
Mstep: Class 2 contains 64103 members 
Entering Unmasked Estep 
Score: -17792650.000000 Penalty: 3880.339600
	Iteration 77Q: 3 clusters Score -1.779265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -17792660.000000 Penalty: 3880.339600
	Iteration 78Q: 3 clusters Score -1.779266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89115 members 
Mstep: Class 2 contains 64086 members 
Entering Unmasked Estep 
Score: -17792658.000000 Penalty: 3880.339600
	Iteration 79Q: 3 clusters Score -1.779266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89126 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -17792642.000000 Penalty: 3880.339600
	Iteration 80F: 3 clusters Score -1.779264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 64072 members 
Entering Unmasked Estep 
Score: -17792654.000000 Penalty: 3880.339600
	Iteration 81Q: 3 clusters Score -1.779265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89131 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -17792650.000000 Penalty: 3880.339600
	Iteration 82Q: 3 clusters Score -1.779265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89133 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -17792640.000000 Penalty: 3880.339600
	Iteration 83Q: 3 clusters Score -1.779264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89133 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -17792640.000000 Penalty: 3880.339600
	Iteration 84F: 3 clusters Score -1.779264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 40403 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 4 contains 6398 members 
Mstep: Class 5 contains 90921 members 
Mstep: Class 6 contains 18421 members 
Mstep: Class 7 contains 15321 members 
Mstep: Class 8 contains 83826 members 
Mstep: Class 9 contains 3717 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 47012 members 
Mstep: Class 12 contains 424 members 
Mstep: Class 13 contains 15252 members 
Mstep: Class 14 contains 143320 members 
Mstep: Class 15 contains 3904 members 
Mstep: Class 16 contains 89133 members 
Mstep: Class 17 contains 81943 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 19 contains 64068 members 
Mstep: Class 20 contains 12422 members 
Mstep: Class 21 contains 144314 members 
Mstep: Class 22 contains 3769 members 
Mstep: Class 23 contains 5532 members 
Mstep: Class 24 contains 5029 members 
Mstep: Class 25 contains 6843 members 
Mstep: Class 26 contains 10316 members 
Entering Unmasked Estep 
Score: -102095048.000000 Penalty: 57975.621094
Splitting cluster 16 changes total score from -102085632.000000 to -102095048.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 17 (81943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81943 members 
Entering Unmasked Estep 
Score: -9514537.000000 Penalty: 1838.489014
	Iteration 0F: 2 clusters Score -9514537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -9459961.000000 Penalty: 3676.978027
	Iteration 0F: 3 clusters Score -9459961 nChanged 39065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -9482869.000000 Penalty: 3676.978027
	Iteration 1F: 3 clusters Score -9482869 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -9483549.000000 Penalty: 3676.978027
	Iteration 2Q: 3 clusters Score -9483549 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -9484589.000000 Penalty: 3676.978027
	Iteration 3Q: 3 clusters Score -9484589 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -9486021.000000 Penalty: 3676.978027
	Iteration 4Q: 3 clusters Score -9486021 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -9488623.000000 Penalty: 3676.978027
	Iteration 5F: 3 clusters Score -9488623 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -9493450.000000 Penalty: 3676.978027
	Iteration 6F: 3 clusters Score -9493450 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -9500819.000000 Penalty: 3676.978027
	Iteration 7F: 3 clusters Score -9500819 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -9507546.000000 Penalty: 3676.978027
	Iteration 8F: 3 clusters Score -9507546 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -9510604.000000 Penalty: 3676.978027
	Iteration 9F: 3 clusters Score -9510604 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -9512126.000000 Penalty: 3676.978027
	Iteration 10Q: 3 clusters Score -9512126 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -9512884.000000 Penalty: 3676.978027
	Iteration 11Q: 3 clusters Score -9512884 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -9513260.000000 Penalty: 3676.978027
	Iteration 12Q: 3 clusters Score -9513260 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -9513446.000000 Penalty: 3676.978027
	Iteration 13Q: 3 clusters Score -9513446 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -9513591.000000 Penalty: 3676.978027
	Iteration 14Q: 3 clusters Score -9513591 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -9513626.000000 Penalty: 3676.978027
	Iteration 15Q: 3 clusters Score -9513626 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -9513672.000000 Penalty: 3676.978027
	Iteration 16Q: 3 clusters Score -9513672 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -9513677.000000 Penalty: 3676.978027
	Iteration 17Q: 3 clusters Score -9513677 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -9513670.000000 Penalty: 3676.978027
	Iteration 18Q: 3 clusters Score -9513670 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -9513663.000000 Penalty: 3676.978027
	Iteration 19Q: 3 clusters Score -9513663 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -9513670.000000 Penalty: 3676.978027
	Iteration 20F: 3 clusters Score -9513670 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -9513670.000000 Penalty: 3676.978027
	Iteration 21Q: 3 clusters Score -9513670 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -9513677.000000 Penalty: 3676.978027
	Iteration 22Q: 3 clusters Score -9513677 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -9513690.000000 Penalty: 3676.978027
	Iteration 23Q: 3 clusters Score -9513690 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -9513691.000000 Penalty: 3676.978027
	Iteration 24Q: 3 clusters Score -9513691 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -9513692.000000 Penalty: 3676.978027
	Iteration 25Q: 3 clusters Score -9513692 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -9513710.000000 Penalty: 3676.978027
	Iteration 26Q: 3 clusters Score -9513710 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -9513697.000000 Penalty: 3676.978027
	Iteration 27Q: 3 clusters Score -9513697 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -9513685.000000 Penalty: 3676.978027
	Iteration 28Q: 3 clusters Score -9513685 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -9513696.000000 Penalty: 3676.978027
	Iteration 29Q: 3 clusters Score -9513696 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -9513689.000000 Penalty: 3676.978027
	Iteration 30Q: 3 clusters Score -9513689 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -9513662.000000 Penalty: 3676.978027
	Iteration 31Q: 3 clusters Score -9513662 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -9513674.000000 Penalty: 3676.978027
	Iteration 32Q: 3 clusters Score -9513674 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -9513683.000000 Penalty: 3676.978027
	Iteration 33Q: 3 clusters Score -9513683 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -9513673.000000 Penalty: 3676.978027
	Iteration 34Q: 3 clusters Score -9513673 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -9513675.000000 Penalty: 3676.978027
	Iteration 35Q: 3 clusters Score -9513675 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -9513652.000000 Penalty: 3676.978027
	Iteration 36Q: 3 clusters Score -9513652 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -9513627.000000 Penalty: 3676.978027
	Iteration 37Q: 3 clusters Score -9513627 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -9513610.000000 Penalty: 3676.978027
	Iteration 38Q: 3 clusters Score -9513610 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -9513615.000000 Penalty: 3676.978027
	Iteration 39Q: 3 clusters Score -9513615 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -9513602.000000 Penalty: 3676.978027
	Iteration 40F: 3 clusters Score -9513602 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -9513605.000000 Penalty: 3676.978027
	Iteration 41Q: 3 clusters Score -9513605 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -9513614.000000 Penalty: 3676.978027
	Iteration 42Q: 3 clusters Score -9513614 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -9513626.000000 Penalty: 3676.978027
	Iteration 43Q: 3 clusters Score -9513626 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -9513611.000000 Penalty: 3676.978027
	Iteration 44Q: 3 clusters Score -9513611 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -9513628.000000 Penalty: 3676.978027
	Iteration 45Q: 3 clusters Score -9513628 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -9513588.000000 Penalty: 3676.978027
	Iteration 46Q: 3 clusters Score -9513588 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -9513587.000000 Penalty: 3676.978027
	Iteration 47Q: 3 clusters Score -9513587 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -9513586.000000 Penalty: 3676.978027
	Iteration 48Q: 3 clusters Score -9513586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -9513588.000000 Penalty: 3676.978027
	Iteration 49Q: 3 clusters Score -9513588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -9513603.000000 Penalty: 3676.978027
	Iteration 50Q: 3 clusters Score -9513603 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -9513604.000000 Penalty: 3676.978027
	Iteration 51Q: 3 clusters Score -9513604 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -9513590.000000 Penalty: 3676.978027
	Iteration 52Q: 3 clusters Score -9513590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -9513581.000000 Penalty: 3676.978027
	Iteration 53Q: 3 clusters Score -9513581 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -9513584.000000 Penalty: 3676.978027
	Iteration 54Q: 3 clusters Score -9513584 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -9513562.000000 Penalty: 3676.978027
	Iteration 55Q: 3 clusters Score -9513562 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -9513562.000000 Penalty: 3676.978027
	Iteration 56Q: 3 clusters Score -9513562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -9513557.000000 Penalty: 3676.978027
	Iteration 57Q: 3 clusters Score -9513557 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -9513577.000000 Penalty: 3676.978027
	Iteration 58Q: 3 clusters Score -9513577 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -9513575.000000 Penalty: 3676.978027
	Iteration 59Q: 3 clusters Score -9513575 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -9513570.000000 Penalty: 3676.978027
	Iteration 60F: 3 clusters Score -9513570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -9513575.000000 Penalty: 3676.978027
	Iteration 61Q: 3 clusters Score -9513575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -9513580.000000 Penalty: 3676.978027
	Iteration 62Q: 3 clusters Score -9513580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -9513576.000000 Penalty: 3676.978027
	Iteration 63Q: 3 clusters Score -9513576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -9513580.000000 Penalty: 3676.978027
	Iteration 64Q: 3 clusters Score -9513580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -9513557.000000 Penalty: 3676.978027
	Iteration 65Q: 3 clusters Score -9513557 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -9513556.000000 Penalty: 3676.978027
	Iteration 66Q: 3 clusters Score -9513556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -9513560.000000 Penalty: 3676.978027
	Iteration 67Q: 3 clusters Score -9513560 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -9513565.000000 Penalty: 3676.978027
	Iteration 68Q: 3 clusters Score -9513565 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -9513553.000000 Penalty: 3676.978027
	Iteration 69Q: 3 clusters Score -9513553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -9513565.000000 Penalty: 3676.978027
	Iteration 70Q: 3 clusters Score -9513565 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -9513583.000000 Penalty: 3676.978027
	Iteration 71Q: 3 clusters Score -9513583 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -9513587.000000 Penalty: 3676.978027
	Iteration 72Q: 3 clusters Score -9513587 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -9513562.000000 Penalty: 3676.978027
	Iteration 73Q: 3 clusters Score -9513562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -9513569.000000 Penalty: 3676.978027
	Iteration 74Q: 3 clusters Score -9513569 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -9513557.000000 Penalty: 3676.978027
	Iteration 75Q: 3 clusters Score -9513557 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -9513534.000000 Penalty: 3676.978027
	Iteration 76Q: 3 clusters Score -9513534 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -9513534.000000 Penalty: 3676.978027
	Iteration 77Q: 3 clusters Score -9513534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -9513531.000000 Penalty: 3676.978027
	Iteration 78Q: 3 clusters Score -9513531 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -9513528.000000 Penalty: 3676.978027
	Iteration 79Q: 3 clusters Score -9513528 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -9513524.000000 Penalty: 3676.978027
	Iteration 80F: 3 clusters Score -9513524 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -9513527.000000 Penalty: 3676.978027
	Iteration 81Q: 3 clusters Score -9513527 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -9513524.000000 Penalty: 3676.978027
	Iteration 82Q: 3 clusters Score -9513524 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -9513516.000000 Penalty: 3676.978027
	Iteration 83Q: 3 clusters Score -9513516 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -9513536.000000 Penalty: 3676.978027
	Iteration 84Q: 3 clusters Score -9513536 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -9513523.000000 Penalty: 3676.978027
	Iteration 85Q: 3 clusters Score -9513523 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9513537 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9513527 nChanged 171
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Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9513530 nChanged 174
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Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9513508 nChanged 182
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Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9513528 nChanged 180
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Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9513531 nChanged 175
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Mstep: Class 1 contains 45350 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9513516 nChanged 199
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Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9513468 nChanged 234
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Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9513440 nChanged 258
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Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9513442 nChanged 246
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Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9513426 nChanged 241
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Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9513382 nChanged 232
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Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9513388 nChanged 220
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Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9513388 nChanged 201
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Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9513401 nChanged 210
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Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9513393 nChanged 178
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Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9513381 nChanged 168
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Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9513392 nChanged 153
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Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9513389 nChanged 144
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Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9513398 nChanged 131
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Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9513385 nChanged 109
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Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9513383 nChanged 91
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Mstep: Class 1 contains 42130 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9513379 nChanged 81
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Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9513351 nChanged 90
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9513344 nChanged 69
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Mstep: Class 1 contains 41890 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9513330 nChanged 72
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Mstep: Class 1 contains 41818 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9513318 nChanged 66
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9513314 nChanged 56
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Mstep: Class 1 contains 41696 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9513308 nChanged 60
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9513296 nChanged 73
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9513319 nChanged 94
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9513313 nChanged 76
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	Iteration 123Q: 3 clusters Score -9513313 nChanged 90
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9513307 nChanged 88
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9513278 nChanged 90
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9513292 nChanged 90
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9513241 nChanged 83
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9513220 nChanged 89
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9513241 nChanged 86
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9513273 nChanged 94
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9513282 nChanged 98
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9513283 nChanged 115
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9513288 nChanged 114
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9513277 nChanged 111
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	Iteration 138Q: 3 clusters Score -9513271 nChanged 107
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9513233 nChanged 113
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9513234 nChanged 94
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9513256 nChanged 120
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9513236 nChanged 149
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9513243 nChanged 113
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9513254 nChanged 130
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9513260 nChanged 123
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	Iteration 146Q: 3 clusters Score -9513260 nChanged 109
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9513269 nChanged 133
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9513247 nChanged 124
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9513261 nChanged 144
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	Iteration 150Q: 3 clusters Score -9513249 nChanged 127
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9513240 nChanged 116
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9513242 nChanged 137
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9513228 nChanged 162
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9513212 nChanged 170
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9513183 nChanged 166
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	Iteration 156Q: 3 clusters Score -9513165 nChanged 162
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	Iteration 157Q: 3 clusters Score -9513155 nChanged 141
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	Iteration 158Q: 3 clusters Score -9513125 nChanged 115
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	Iteration 159Q: 3 clusters Score -9513103 nChanged 125
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	Iteration 160F: 3 clusters Score -9513133 nChanged 137
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	Iteration 161Q: 3 clusters Score -9513151 nChanged 157
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	Iteration 162Q: 3 clusters Score -9513138 nChanged 138
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	Iteration 163Q: 3 clusters Score -9513123 nChanged 125
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	Iteration 164Q: 3 clusters Score -9513110 nChanged 135
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	Iteration 168Q: 3 clusters Score -9513102 nChanged 142
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	Iteration 178Q: 3 clusters Score -9513015 nChanged 175
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	Iteration 179Q: 3 clusters Score -9512988 nChanged 207
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Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9513013 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9513000 nChanged 209
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Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9513007 nChanged 212
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Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9513017 nChanged 257
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Mstep: Class 1 contains 32876 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9513018 nChanged 269
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Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9513021 nChanged 320
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Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9513073 nChanged 323
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Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9513054 nChanged 297
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Mstep: Class 1 contains 31330 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9513045 nChanged 306
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Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 50919 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9513028 nChanged 316
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Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9513008 nChanged 302
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Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9513043 nChanged 288
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Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9513005 nChanged 290
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Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 52115 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9513015 nChanged 295
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Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9513012 nChanged 294
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Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9512986 nChanged 300
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Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9512983 nChanged 283
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Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9512982 nChanged 265
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Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9512978 nChanged 268
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Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9512981 nChanged 259
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Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9512986 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9512973 nChanged 265
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Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 54600 members 
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	Iteration 203Q: 3 clusters Score -9512965 nChanged 265
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Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9512970 nChanged 244
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Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9512963 nChanged 251
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Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9512954 nChanged 251
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Mstep: Class 1 contains 26332 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9512953 nChanged 260
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Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -9512973 nChanged 267
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Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9512956 nChanged 285
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Mstep: Class 1 contains 25520 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9512953 nChanged 278
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Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9512965 nChanged 269
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9512944 nChanged 312
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9512924 nChanged 287
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Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -9512922 nChanged 297
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9512890 nChanged 284
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Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 58150 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9512912 nChanged 280
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Mstep: Class 1 contains 23513 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -9512931 nChanged 298
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Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -9512928 nChanged 272
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Mstep: Class 1 contains 22943 members 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9512936 nChanged 276
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Mstep: Class 1 contains 22667 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9512972 nChanged 266
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -9512978 nChanged 184
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Mstep: Class 1 contains 22023 members 
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	Iteration 223Q: 3 clusters Score -9512982 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 60081 members 
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	Iteration 224Q: 3 clusters Score -9512963 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21695 members 
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	Iteration 225Q: 3 clusters Score -9512968 nChanged 120
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Mstep: Class 1 contains 21577 members 
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	Iteration 226Q: 3 clusters Score -9512960 nChanged 133
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	Iteration 227Q: 3 clusters Score -9512976 nChanged 104
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	Iteration 228Q: 3 clusters Score -9512958 nChanged 83
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	Iteration 229Q: 3 clusters Score -9512965 nChanged 106
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	Iteration 230Q: 3 clusters Score -9512974 nChanged 103
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	Iteration 231Q: 3 clusters Score -9512962 nChanged 100
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	Iteration 232Q: 3 clusters Score -9512973 nChanged 98
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -9512964 nChanged 112
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	Iteration 234Q: 3 clusters Score -9512953 nChanged 110
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	Iteration 236Q: 3 clusters Score -9512994 nChanged 94
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	Iteration 237Q: 3 clusters Score -9512993 nChanged 101
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	Iteration 238Q: 3 clusters Score -9513003 nChanged 116
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	Iteration 239Q: 3 clusters Score -9512968 nChanged 99
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	Iteration 240F: 3 clusters Score -9512978 nChanged 74
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	Iteration 241Q: 3 clusters Score -9512978 nChanged 58
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	Iteration 242Q: 3 clusters Score -9512977 nChanged 49
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	Iteration 243Q: 3 clusters Score -9512975 nChanged 52
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	Iteration 244Q: 3 clusters Score -9512974 nChanged 60
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	Iteration 245Q: 3 clusters Score -9512982 nChanged 59
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	Iteration 246Q: 3 clusters Score -9512994 nChanged 76
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	Iteration 247Q: 3 clusters Score -9513012 nChanged 86
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	Iteration 248Q: 3 clusters Score -9512997 nChanged 99
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	Iteration 249Q: 3 clusters Score -9512987 nChanged 69
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	Iteration 250Q: 3 clusters Score -9513005 nChanged 60
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	Iteration 251Q: 3 clusters Score -9512998 nChanged 77
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	Iteration 252Q: 3 clusters Score -9513011 nChanged 61
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	Iteration 253Q: 3 clusters Score -9513012 nChanged 56
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	Iteration 254Q: 3 clusters Score -9513012 nChanged 55
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	Iteration 255Q: 3 clusters Score -9513004 nChanged 54
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	Iteration 256Q: 3 clusters Score -9512994 nChanged 60
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	Iteration 257Q: 3 clusters Score -9512970 nChanged 58
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	Iteration 258Q: 3 clusters Score -9512968 nChanged 42
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	Iteration 259Q: 3 clusters Score -9512960 nChanged 36
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	Iteration 260F: 3 clusters Score -9512966 nChanged 34
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	Iteration 261Q: 3 clusters Score -9512966 nChanged 31
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	Iteration 262Q: 3 clusters Score -9512958 nChanged 25
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	Iteration 263Q: 3 clusters Score -9512968 nChanged 38
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	Iteration 264Q: 3 clusters Score -9512965 nChanged 20
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	Iteration 265Q: 3 clusters Score -9512956 nChanged 27
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	Iteration 266Q: 3 clusters Score -9512967 nChanged 26
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	Iteration 267Q: 3 clusters Score -9512970 nChanged 36
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	Iteration 268Q: 3 clusters Score -9512973 nChanged 34
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	Iteration 269Q: 3 clusters Score -9512961 nChanged 28
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	Iteration 270Q: 3 clusters Score -9512953 nChanged 21
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	Iteration 271Q: 3 clusters Score -9512961 nChanged 26
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	Iteration 272Q: 3 clusters Score -9512965 nChanged 29
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Entering Unmasked Estep 
Score: -9512963.000000 Penalty: 3676.978027
	Iteration 273Q: 3 clusters Score -9512963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -9512957.000000 Penalty: 3676.978027
	Iteration 274Q: 3 clusters Score -9512957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -9512951.000000 Penalty: 3676.978027
	Iteration 275Q: 3 clusters Score -9512951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -9512944.000000 Penalty: 3676.978027
	Iteration 276Q: 3 clusters Score -9512944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 63521 members 
Entering Unmasked Estep 
Score: -9512947.000000 Penalty: 3676.978027
	Iteration 277Q: 3 clusters Score -9512947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -9512921.000000 Penalty: 3676.978027
	Iteration 278Q: 3 clusters Score -9512921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -9512927.000000 Penalty: 3676.978027
	Iteration 279Q: 3 clusters Score -9512927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 63557 members 
Entering Unmasked Estep 
Score: -9512924.000000 Penalty: 3676.978027
	Iteration 280F: 3 clusters Score -9512924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -9512923.000000 Penalty: 3676.978027
	Iteration 281Q: 3 clusters Score -9512923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 63563 members 
Entering Unmasked Estep 
Score: -9512933.000000 Penalty: 3676.978027
	Iteration 282Q: 3 clusters Score -9512933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -9512936.000000 Penalty: 3676.978027
	Iteration 283Q: 3 clusters Score -9512936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -9512936.000000 Penalty: 3676.978027
	Iteration 284F: 3 clusters Score -9512936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Entering Unmasked Estep 
Score: -1235078.250000 Penalty: 1509.607178
	Iteration 0F: 2 clusters Score -1235078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1227431.750000 Penalty: 3019.214355
	Iteration 0F: 3 clusters Score -1227432 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1229910.500000 Penalty: 3019.214355
	Iteration 1F: 3 clusters Score -1229910 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1230145.750000 Penalty: 3019.214355
	Iteration 2F: 3 clusters Score -1230146 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1230342.750000 Penalty: 3019.214355
	Iteration 3Q: 3 clusters Score -1230343 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1230552.875000 Penalty: 3019.214355
	Iteration 4Q: 3 clusters Score -1230553 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1230773.000000 Penalty: 3019.214355
	Iteration 5Q: 3 clusters Score -1230773 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1231034.750000 Penalty: 3019.214355
	Iteration 6Q: 3 clusters Score -1231035 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1231341.750000 Penalty: 3019.214355
	Iteration 7Q: 3 clusters Score -1231342 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1231708.250000 Penalty: 3019.214355
	Iteration 8F: 3 clusters Score -1231708 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1232095.375000 Penalty: 3019.214355
	Iteration 9F: 3 clusters Score -1232095 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1232521.375000 Penalty: 3019.214355
	Iteration 10F: 3 clusters Score -1232521 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1232925.750000 Penalty: 3019.214355
	Iteration 11Q: 3 clusters Score -1232926 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1233199.625000 Penalty: 3019.214355
	Iteration 12Q: 3 clusters Score -1233200 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1233405.250000 Penalty: 3019.214355
	Iteration 13Q: 3 clusters Score -1233405 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1233607.375000 Penalty: 3019.214355
	Iteration 14Q: 3 clusters Score -1233607 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1233749.625000 Penalty: 3019.214355
	Iteration 15Q: 3 clusters Score -1233750 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1233827.375000 Penalty: 3019.214355
	Iteration 16Q: 3 clusters Score -1233827 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1233872.250000 Penalty: 3019.214355
	Iteration 17Q: 3 clusters Score -1233872 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1233895.500000 Penalty: 3019.214355
	Iteration 18Q: 3 clusters Score -1233896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1233908.750000 Penalty: 3019.214355
	Iteration 19Q: 3 clusters Score -1233909 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1233924.125000 Penalty: 3019.214355
	Iteration 20F: 3 clusters Score -1233924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1233936.625000 Penalty: 3019.214355
	Iteration 21Q: 3 clusters Score -1233937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1233946.125000 Penalty: 3019.214355
	Iteration 22Q: 3 clusters Score -1233946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1233953.500000 Penalty: 3019.214355
	Iteration 23Q: 3 clusters Score -1233954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1233956.000000 Penalty: 3019.214355
	Iteration 24Q: 3 clusters Score -1233956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1233959.750000 Penalty: 3019.214355
	Iteration 25Q: 3 clusters Score -1233960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1233960.375000 Penalty: 3019.214355
	Iteration 26Q: 3 clusters Score -1233960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1233962.000000 Penalty: 3019.214355
	Iteration 27Q: 3 clusters Score -1233962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1233963.625000 Penalty: 3019.214355
	Iteration 28Q: 3 clusters Score -1233964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1233965.250000 Penalty: 3019.214355
	Iteration 29Q: 3 clusters Score -1233965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1233962.750000 Penalty: 3019.214355
	Iteration 30Q: 3 clusters Score -1233963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1233964.500000 Penalty: 3019.214355
	Iteration 31Q: 3 clusters Score -1233964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1233964.375000 Penalty: 3019.214355
	Iteration 32Q: 3 clusters Score -1233964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1233965.500000 Penalty: 3019.214355
	Iteration 33Q: 3 clusters Score -1233966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1233965.500000 Penalty: 3019.214355
	Iteration 34Q: 3 clusters Score -1233966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1233965.250000 Penalty: 3019.214355
	Iteration 35Q: 3 clusters Score -1233965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1233965.250000 Penalty: 3019.214355
	Iteration 36F: 3 clusters Score -1233965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Entering Unmasked Estep 
Score: -1436845.875000 Penalty: 1531.923950
	Iteration 0F: 2 clusters Score -1436846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1428166.750000 Penalty: 3063.847900
	Iteration 0F: 3 clusters Score -1428167 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1431149.875000 Penalty: 3063.847900
	Iteration 1F: 3 clusters Score -1431150 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1431459.000000 Penalty: 3063.847900
	Iteration 2F: 3 clusters Score -1431459 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1431730.125000 Penalty: 3063.847900
	Iteration 3F: 3 clusters Score -1431730 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1431989.875000 Penalty: 3063.847900
	Iteration 4Q: 3 clusters Score -1431990 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1432290.875000 Penalty: 3063.847900
	Iteration 5Q: 3 clusters Score -1432291 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1432647.500000 Penalty: 3063.847900
	Iteration 6Q: 3 clusters Score -1432648 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1433040.250000 Penalty: 3063.847900
	Iteration 7Q: 3 clusters Score -1433040 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1433506.125000 Penalty: 3063.847900
	Iteration 8F: 3 clusters Score -1433506 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1433915.125000 Penalty: 3063.847900
	Iteration 9Q: 3 clusters Score -1433915 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1434217.000000 Penalty: 3063.847900
	Iteration 10Q: 3 clusters Score -1434217 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1434410.625000 Penalty: 3063.847900
	Iteration 11Q: 3 clusters Score -1434411 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1434519.750000 Penalty: 3063.847900
	Iteration 12Q: 3 clusters Score -1434520 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1434593.750000 Penalty: 3063.847900
	Iteration 13Q: 3 clusters Score -1434594 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1434647.250000 Penalty: 3063.847900
	Iteration 14Q: 3 clusters Score -1434647 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1434690.750000 Penalty: 3063.847900
	Iteration 15Q: 3 clusters Score -1434691 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1434737.625000 Penalty: 3063.847900
	Iteration 16Q: 3 clusters Score -1434738 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1434766.875000 Penalty: 3063.847900
	Iteration 17Q: 3 clusters Score -1434767 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1434803.000000 Penalty: 3063.847900
	Iteration 18Q: 3 clusters Score -1434803 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1434837.375000 Penalty: 3063.847900
	Iteration 19Q: 3 clusters Score -1434837 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1434862.375000 Penalty: 3063.847900
	Iteration 20F: 3 clusters Score -1434862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1434884.375000 Penalty: 3063.847900
	Iteration 21Q: 3 clusters Score -1434884 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1434914.500000 Penalty: 3063.847900
	Iteration 22Q: 3 clusters Score -1434914 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1434942.000000 Penalty: 3063.847900
	Iteration 23Q: 3 clusters Score -1434942 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1434962.375000 Penalty: 3063.847900
	Iteration 24Q: 3 clusters Score -1434962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1434983.625000 Penalty: 3063.847900
	Iteration 25Q: 3 clusters Score -1434984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1435001.500000 Penalty: 3063.847900
	Iteration 26Q: 3 clusters Score -1435002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1435029.625000 Penalty: 3063.847900
	Iteration 27Q: 3 clusters Score -1435030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1435053.250000 Penalty: 3063.847900
	Iteration 28Q: 3 clusters Score -1435053 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1435077.500000 Penalty: 3063.847900
	Iteration 29Q: 3 clusters Score -1435078 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1435104.625000 Penalty: 3063.847900
	Iteration 30Q: 3 clusters Score -1435105 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1435121.375000 Penalty: 3063.847900
	Iteration 31Q: 3 clusters Score -1435121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1435131.750000 Penalty: 3063.847900
	Iteration 32Q: 3 clusters Score -1435132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1435138.125000 Penalty: 3063.847900
	Iteration 33Q: 3 clusters Score -1435138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1435145.250000 Penalty: 3063.847900
	Iteration 34Q: 3 clusters Score -1435145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1435162.000000 Penalty: 3063.847900
	Iteration 35Q: 3 clusters Score -1435162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1435168.250000 Penalty: 3063.847900
	Iteration 36Q: 3 clusters Score -1435168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1435180.625000 Penalty: 3063.847900
	Iteration 37Q: 3 clusters Score -1435181 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1435188.000000 Penalty: 3063.847900
	Iteration 38Q: 3 clusters Score -1435188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1435198.750000 Penalty: 3063.847900
	Iteration 39Q: 3 clusters Score -1435199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1435207.625000 Penalty: 3063.847900
	Iteration 40F: 3 clusters Score -1435208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1435211.250000 Penalty: 3063.847900
	Iteration 41Q: 3 clusters Score -1435211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1435218.000000 Penalty: 3063.847900
	Iteration 42Q: 3 clusters Score -1435218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1435228.750000 Penalty: 3063.847900
	Iteration 43Q: 3 clusters Score -1435229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1435242.125000 Penalty: 3063.847900
	Iteration 44Q: 3 clusters Score -1435242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1435250.750000 Penalty: 3063.847900
	Iteration 45Q: 3 clusters Score -1435251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1435264.000000 Penalty: 3063.847900
	Iteration 46Q: 3 clusters Score -1435264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1435276.500000 Penalty: 3063.847900
	Iteration 47Q: 3 clusters Score -1435276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1435293.375000 Penalty: 3063.847900
	Iteration 48Q: 3 clusters Score -1435293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1435312.625000 Penalty: 3063.847900
	Iteration 49Q: 3 clusters Score -1435313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1435329.625000 Penalty: 3063.847900
	Iteration 50Q: 3 clusters Score -1435330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1435352.750000 Penalty: 3063.847900
	Iteration 51Q: 3 clusters Score -1435353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1435367.875000 Penalty: 3063.847900
	Iteration 52Q: 3 clusters Score -1435368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1435380.250000 Penalty: 3063.847900
	Iteration 53Q: 3 clusters Score -1435380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1435388.125000 Penalty: 3063.847900
	Iteration 54Q: 3 clusters Score -1435388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1435400.375000 Penalty: 3063.847900
	Iteration 55Q: 3 clusters Score -1435400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1435414.625000 Penalty: 3063.847900
	Iteration 56Q: 3 clusters Score -1435415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1435430.000000 Penalty: 3063.847900
	Iteration 57Q: 3 clusters Score -1435430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1435439.875000 Penalty: 3063.847900
	Iteration 58Q: 3 clusters Score -1435440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1435456.875000 Penalty: 3063.847900
	Iteration 59Q: 3 clusters Score -1435457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1435469.625000 Penalty: 3063.847900
	Iteration 60F: 3 clusters Score -1435470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1435495.000000 Penalty: 3063.847900
	Iteration 61Q: 3 clusters Score -1435495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1435517.625000 Penalty: 3063.847900
	Iteration 62Q: 3 clusters Score -1435518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1435540.625000 Penalty: 3063.847900
	Iteration 63Q: 3 clusters Score -1435541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1435555.375000 Penalty: 3063.847900
	Iteration 64Q: 3 clusters Score -1435555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1435570.875000 Penalty: 3063.847900
	Iteration 65Q: 3 clusters Score -1435571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1435582.625000 Penalty: 3063.847900
	Iteration 66Q: 3 clusters Score -1435583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1435587.250000 Penalty: 3063.847900
	Iteration 67Q: 3 clusters Score -1435587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1435592.375000 Penalty: 3063.847900
	Iteration 68Q: 3 clusters Score -1435592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1435595.250000 Penalty: 3063.847900
	Iteration 69Q: 3 clusters Score -1435595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1435597.000000 Penalty: 3063.847900
	Iteration 70Q: 3 clusters Score -1435597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1435598.750000 Penalty: 3063.847900
	Iteration 71Q: 3 clusters Score -1435599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1435601.500000 Penalty: 3063.847900
	Iteration 72Q: 3 clusters Score -1435602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1435601.250000 Penalty: 3063.847900
	Iteration 73Q: 3 clusters Score -1435601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1435603.000000 Penalty: 3063.847900
	Iteration 74Q: 3 clusters Score -1435603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1435601.750000 Penalty: 3063.847900
	Iteration 75Q: 3 clusters Score -1435602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1435602.000000 Penalty: 3063.847900
	Iteration 76Q: 3 clusters Score -1435602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1435602.000000 Penalty: 3063.847900
	Iteration 77F: 3 clusters Score -1435602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (144314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144314 members 
Entering Unmasked Estep 
Score: -16380670.000000 Penalty: 1930.458740
	Iteration 0F: 2 clusters Score -1.638067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
Score: -16285217.000000 Penalty: 3860.917480
	Iteration 0F: 3 clusters Score -1.628522e+07 nChanged 69662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 68383 members 
Entering Unmasked Estep 
Score: -16326557.000000 Penalty: 3860.917480
	Iteration 1F: 3 clusters Score -1.632656e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 66220 members 
Entering Unmasked Estep 
Score: -16327454.000000 Penalty: 3860.917480
	Iteration 2Q: 3 clusters Score -1.632745e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 62775 members 
Entering Unmasked Estep 
Score: -16328810.000000 Penalty: 3860.917480
	Iteration 3Q: 3 clusters Score -1.632881e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -16331055.000000 Penalty: 3860.917480
	Iteration 4Q: 3 clusters Score -1.633106e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -16335515.000000 Penalty: 3860.917480
	Iteration 5F: 3 clusters Score -1.633552e+07 nChanged 10856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -16342843.000000 Penalty: 3860.917480
	Iteration 6F: 3 clusters Score -1.634284e+07 nChanged 12959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118556 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -16353924.000000 Penalty: 3860.917480
	Iteration 7F: 3 clusters Score -1.635392e+07 nChanged 12362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130918 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -16365774.000000 Penalty: 3860.917480
	Iteration 8F: 3 clusters Score -1.636577e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139157 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -16373812.000000 Penalty: 3860.917480
	Iteration 9F: 3 clusters Score -1.637381e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142726 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -16377377.000000 Penalty: 3860.917480
	Iteration 10Q: 3 clusters Score -1.637738e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143810 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -16378450.000000 Penalty: 3860.917480
	Iteration 11Q: 3 clusters Score -1.637845e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144060 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16378765.000000 Penalty: 3860.917480
	Iteration 12Q: 3 clusters Score -1.637876e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144123 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16378866.000000 Penalty: 3860.917480
	Iteration 13Q: 3 clusters Score -1.637887e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144140 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16378901.000000 Penalty: 3860.917480
	Iteration 14Q: 3 clusters Score -1.63789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144150 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16378911.000000 Penalty: 3860.917480
	Iteration 15Q: 3 clusters Score -1.637891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144157 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16378917.000000 Penalty: 3860.917480
	Iteration 16Q: 3 clusters Score -1.637892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144161 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16378934.000000 Penalty: 3860.917480
	Iteration 17Q: 3 clusters Score -1.637893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144163 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16378952.000000 Penalty: 3860.917480
	Iteration 18Q: 3 clusters Score -1.637895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144166 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16378964.000000 Penalty: 3860.917480
	Iteration 19Q: 3 clusters Score -1.637896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144168 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16378960.000000 Penalty: 3860.917480
	Iteration 20F: 3 clusters Score -1.637896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144169 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16378965.000000 Penalty: 3860.917480
	Iteration 21Q: 3 clusters Score -1.637896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144169 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16378965.000000 Penalty: 3860.917480
	Iteration 22F: 3 clusters Score -1.637896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Entering Unmasked Estep 
Score: -426456.750000 Penalty: 1338.116821
	Iteration 0F: 2 clusters Score -426456.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -423245.562500 Penalty: 2676.233643
	Iteration 0F: 3 clusters Score -423245.6 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -424084.218750 Penalty: 2676.233643
	Iteration 1F: 3 clusters Score -424084.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -424273.562500 Penalty: 2676.233643
	Iteration 2F: 3 clusters Score -424273.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -424438.906250 Penalty: 2676.233643
	Iteration 3F: 3 clusters Score -424438.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -424552.312500 Penalty: 2676.233643
	Iteration 4Q: 3 clusters Score -424552.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -424658.375000 Penalty: 2676.233643
	Iteration 5Q: 3 clusters Score -424658.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -424787.562500 Penalty: 2676.233643
	Iteration 6Q: 3 clusters Score -424787.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -424918.468750 Penalty: 2676.233643
	Iteration 7Q: 3 clusters Score -424918.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -425024.843750 Penalty: 2676.233643
	Iteration 8Q: 3 clusters Score -425024.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -425104.750000 Penalty: 2676.233643
	Iteration 9Q: 3 clusters Score -425104.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -425169.406250 Penalty: 2676.233643
	Iteration 10Q: 3 clusters Score -425169.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -425225.093750 Penalty: 2676.233643
	Iteration 11Q: 3 clusters Score -425225.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -425274.375000 Penalty: 2676.233643
	Iteration 12Q: 3 clusters Score -425274.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -425325.437500 Penalty: 2676.233643
	Iteration 13Q: 3 clusters Score -425325.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -425364.218750 Penalty: 2676.233643
	Iteration 14Q: 3 clusters Score -425364.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -425408.031250 Penalty: 2676.233643
	Iteration 15Q: 3 clusters Score -425408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -425443.406250 Penalty: 2676.233643
	Iteration 16Q: 3 clusters Score -425443.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -425472.187500 Penalty: 2676.233643
	Iteration 17Q: 3 clusters Score -425472.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -425495.125000 Penalty: 2676.233643
	Iteration 18Q: 3 clusters Score -425495.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -425511.593750 Penalty: 2676.233643
	Iteration 19Q: 3 clusters Score -425511.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -425525.843750 Penalty: 2676.233643
	Iteration 20F: 3 clusters Score -425525.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -425540.843750 Penalty: 2676.233643
	Iteration 21Q: 3 clusters Score -425540.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -425554.625000 Penalty: 2676.233643
	Iteration 22Q: 3 clusters Score -425554.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -425563.562500 Penalty: 2676.233643
	Iteration 23Q: 3 clusters Score -425563.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -425575.625000 Penalty: 2676.233643
	Iteration 24Q: 3 clusters Score -425575.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -425592.812500 Penalty: 2676.233643
	Iteration 25Q: 3 clusters Score -425592.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -425619.062500 Penalty: 2676.233643
	Iteration 26Q: 3 clusters Score -425619.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -425638.687500 Penalty: 2676.233643
	Iteration 27Q: 3 clusters Score -425638.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -425656.812500 Penalty: 2676.233643
	Iteration 28Q: 3 clusters Score -425656.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -425671.218750 Penalty: 2676.233643
	Iteration 29Q: 3 clusters Score -425671.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -425681.031250 Penalty: 2676.233643
	Iteration 30Q: 3 clusters Score -425681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -425693.875000 Penalty: 2676.233643
	Iteration 31Q: 3 clusters Score -425693.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -425701.312500 Penalty: 2676.233643
	Iteration 32Q: 3 clusters Score -425701.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -425709.968750 Penalty: 2676.233643
	Iteration 33Q: 3 clusters Score -425710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -425715.093750 Penalty: 2676.233643
	Iteration 34Q: 3 clusters Score -425715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -425717.718750 Penalty: 2676.233643
	Iteration 35Q: 3 clusters Score -425717.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -425720.375000 Penalty: 2676.233643
	Iteration 36Q: 3 clusters Score -425720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -425720.906250 Penalty: 2676.233643
	Iteration 37Q: 3 clusters Score -425720.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -425721.156250 Penalty: 2676.233643
	Iteration 38Q: 3 clusters Score -425721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -425721.718750 Penalty: 2676.233643
	Iteration 39Q: 3 clusters Score -425721.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -425721.718750 Penalty: 2676.233643
	Iteration 40F: 3 clusters Score -425721.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Entering Unmasked Estep 
Score: -639154.875000 Penalty: 1400.474487
	Iteration 0F: 2 clusters Score -639154.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -634906.312500 Penalty: 2800.948975
	Iteration 0F: 3 clusters Score -634906.3 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -636091.062500 Penalty: 2800.948975
	Iteration 1F: 3 clusters Score -636091.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -636340.937500 Penalty: 2800.948975
	Iteration 2F: 3 clusters Score -636340.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -636559.500000 Penalty: 2800.948975
	Iteration 3F: 3 clusters Score -636559.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -636747.187500 Penalty: 2800.948975
	Iteration 4F: 3 clusters Score -636747.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -636892.000000 Penalty: 2800.948975
	Iteration 5Q: 3 clusters Score -636892 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -637022.875000 Penalty: 2800.948975
	Iteration 6Q: 3 clusters Score -637022.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -637140.562500 Penalty: 2800.948975
	Iteration 7Q: 3 clusters Score -637140.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -637269.437500 Penalty: 2800.948975
	Iteration 8Q: 3 clusters Score -637269.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -637412.687500 Penalty: 2800.948975
	Iteration 9Q: 3 clusters Score -637412.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -637545.812500 Penalty: 2800.948975
	Iteration 10Q: 3 clusters Score -637545.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -637658.625000 Penalty: 2800.948975
	Iteration 11Q: 3 clusters Score -637658.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -637753.250000 Penalty: 2800.948975
	Iteration 12Q: 3 clusters Score -637753.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -637800.062500 Penalty: 2800.948975
	Iteration 13Q: 3 clusters Score -637800.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -637827.687500 Penalty: 2800.948975
	Iteration 14Q: 3 clusters Score -637827.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -637840.000000 Penalty: 2800.948975
	Iteration 15Q: 3 clusters Score -637840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -637853.000000 Penalty: 2800.948975
	Iteration 16Q: 3 clusters Score -637853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -637860.187500 Penalty: 2800.948975
	Iteration 17Q: 3 clusters Score -637860.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -637865.187500 Penalty: 2800.948975
	Iteration 18Q: 3 clusters Score -637865.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -637866.687500 Penalty: 2800.948975
	Iteration 19Q: 3 clusters Score -637866.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -637869.625000 Penalty: 2800.948975
	Iteration 20F: 3 clusters Score -637869.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -637868.500000 Penalty: 2800.948975
	Iteration 21Q: 3 clusters Score -637868.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -637869.812500 Penalty: 2800.948975
	Iteration 22Q: 3 clusters Score -637869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -637870.375000 Penalty: 2800.948975
	Iteration 23Q: 3 clusters Score -637870.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -637870.000000 Penalty: 2800.948975
	Iteration 24Q: 3 clusters Score -637870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -637871.500000 Penalty: 2800.948975
	Iteration 25Q: 3 clusters Score -637871.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -637871.312500 Penalty: 2800.948975
	Iteration 26Q: 3 clusters Score -637871.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -637873.312500 Penalty: 2800.948975
	Iteration 27Q: 3 clusters Score -637873.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -637875.125000 Penalty: 2800.948975
	Iteration 28Q: 3 clusters Score -637875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -637874.687500 Penalty: 2800.948975
	Iteration 29Q: 3 clusters Score -637874.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -637875.312500 Penalty: 2800.948975
	Iteration 30Q: 3 clusters Score -637875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -637875.437500 Penalty: 2800.948975
	Iteration 31Q: 3 clusters Score -637875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -637876.250000 Penalty: 2800.948975
	Iteration 32Q: 3 clusters Score -637876.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -637877.562500 Penalty: 2800.948975
	Iteration 33Q: 3 clusters Score -637877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -637880.000000 Penalty: 2800.948975
	Iteration 34Q: 3 clusters Score -637880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -637880.625000 Penalty: 2800.948975
	Iteration 35Q: 3 clusters Score -637880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -637881.875000 Penalty: 2800.948975
	Iteration 36Q: 3 clusters Score -637881.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -637882.625000 Penalty: 2800.948975
	Iteration 37Q: 3 clusters Score -637882.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -637882.750000 Penalty: 2800.948975
	Iteration 38Q: 3 clusters Score -637882.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -637885.750000 Penalty: 2800.948975
	Iteration 39Q: 3 clusters Score -637885.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -637887.875000 Penalty: 2800.948975
	Iteration 40F: 3 clusters Score -637887.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -637888.937500 Penalty: 2800.948975
	Iteration 41Q: 3 clusters Score -637888.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -637889.562500 Penalty: 2800.948975
	Iteration 42Q: 3 clusters Score -637889.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -637890.437500 Penalty: 2800.948975
	Iteration 43Q: 3 clusters Score -637890.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -637891.000000 Penalty: 2800.948975
	Iteration 44Q: 3 clusters Score -637891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -637893.437500 Penalty: 2800.948975
	Iteration 45Q: 3 clusters Score -637893.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -637896.250000 Penalty: 2800.948975
	Iteration 46Q: 3 clusters Score -637896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -637898.125000 Penalty: 2800.948975
	Iteration 47Q: 3 clusters Score -637898.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -637899.937500 Penalty: 2800.948975
	Iteration 48Q: 3 clusters Score -637899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -637899.687500 Penalty: 2800.948975
	Iteration 49Q: 3 clusters Score -637899.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -637900.312500 Penalty: 2800.948975
	Iteration 50Q: 3 clusters Score -637900.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -637900.187500 Penalty: 2800.948975
	Iteration 51Q: 3 clusters Score -637900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -637900.437500 Penalty: 2800.948975
	Iteration 52Q: 3 clusters Score -637900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -637899.687500 Penalty: 2800.948975
	Iteration 53Q: 3 clusters Score -637899.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -637900.625000 Penalty: 2800.948975
	Iteration 54Q: 3 clusters Score -637900.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -637900.625000 Penalty: 2800.948975
	Iteration 55F: 3 clusters Score -637900.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -578466.875000 Penalty: 1384.983765
	Iteration 0F: 2 clusters Score -578466.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -574402.812500 Penalty: 2769.967529
	Iteration 0F: 3 clusters Score -574402.8 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -575520.250000 Penalty: 2769.967529
	Iteration 1F: 3 clusters Score -575520.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -575715.437500 Penalty: 2769.967529
	Iteration 2F: 3 clusters Score -575715.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -575837.562500 Penalty: 2769.967529
	Iteration 3F: 3 clusters Score -575837.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -575938.937500 Penalty: 2769.967529
	Iteration 4Q: 3 clusters Score -575938.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -576022.750000 Penalty: 2769.967529
	Iteration 5Q: 3 clusters Score -576022.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -576085.812500 Penalty: 2769.967529
	Iteration 6Q: 3 clusters Score -576085.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -576132.000000 Penalty: 2769.967529
	Iteration 7Q: 3 clusters Score -576132 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -576179.875000 Penalty: 2769.967529
	Iteration 8Q: 3 clusters Score -576179.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -576231.937500 Penalty: 2769.967529
	Iteration 9Q: 3 clusters Score -576231.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -576286.062500 Penalty: 2769.967529
	Iteration 10Q: 3 clusters Score -576286.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -576331.937500 Penalty: 2769.967529
	Iteration 11Q: 3 clusters Score -576331.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -576398.062500 Penalty: 2769.967529
	Iteration 12Q: 3 clusters Score -576398.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -576472.187500 Penalty: 2769.967529
	Iteration 13Q: 3 clusters Score -576472.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -576588.125000 Penalty: 2769.967529
	Iteration 14Q: 3 clusters Score -576588.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -576716.812500 Penalty: 2769.967529
	Iteration 15Q: 3 clusters Score -576716.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -576820.437500 Penalty: 2769.967529
	Iteration 16Q: 3 clusters Score -576820.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -576892.437500 Penalty: 2769.967529
	Iteration 17Q: 3 clusters Score -576892.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -576946.750000 Penalty: 2769.967529
	Iteration 18Q: 3 clusters Score -576946.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -576995.125000 Penalty: 2769.967529
	Iteration 19Q: 3 clusters Score -576995.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -577035.750000 Penalty: 2769.967529
	Iteration 20F: 3 clusters Score -577035.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -577067.125000 Penalty: 2769.967529
	Iteration 21Q: 3 clusters Score -577067.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -577096.562500 Penalty: 2769.967529
	Iteration 22Q: 3 clusters Score -577096.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -577114.937500 Penalty: 2769.967529
	Iteration 23Q: 3 clusters Score -577114.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -577131.312500 Penalty: 2769.967529
	Iteration 24Q: 3 clusters Score -577131.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -577142.500000 Penalty: 2769.967529
	Iteration 25Q: 3 clusters Score -577142.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -577151.562500 Penalty: 2769.967529
	Iteration 26Q: 3 clusters Score -577151.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -577160.750000 Penalty: 2769.967529
	Iteration 27Q: 3 clusters Score -577160.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -577164.812500 Penalty: 2769.967529
	Iteration 28Q: 3 clusters Score -577164.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -577167.625000 Penalty: 2769.967529
	Iteration 29Q: 3 clusters Score -577167.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -577171.000000 Penalty: 2769.967529
	Iteration 30Q: 3 clusters Score -577171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -577172.687500 Penalty: 2769.967529
	Iteration 31Q: 3 clusters Score -577172.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -577180.375000 Penalty: 2769.967529
	Iteration 32Q: 3 clusters Score -577180.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -577189.187500 Penalty: 2769.967529
	Iteration 33Q: 3 clusters Score -577189.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -577202.812500 Penalty: 2769.967529
	Iteration 34Q: 3 clusters Score -577202.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -577215.750000 Penalty: 2769.967529
	Iteration 35Q: 3 clusters Score -577215.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -577228.812500 Penalty: 2769.967529
	Iteration 36Q: 3 clusters Score -577228.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -577239.687500 Penalty: 2769.967529
	Iteration 37Q: 3 clusters Score -577239.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -577245.812500 Penalty: 2769.967529
	Iteration 38Q: 3 clusters Score -577245.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -577251.812500 Penalty: 2769.967529
	Iteration 39Q: 3 clusters Score -577251.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -577255.250000 Penalty: 2769.967529
	Iteration 40F: 3 clusters Score -577255.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -577262.375000 Penalty: 2769.967529
	Iteration 41Q: 3 clusters Score -577262.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -577266.062500 Penalty: 2769.967529
	Iteration 42Q: 3 clusters Score -577266.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -577270.125000 Penalty: 2769.967529
	Iteration 43Q: 3 clusters Score -577270.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -577276.437500 Penalty: 2769.967529
	Iteration 44Q: 3 clusters Score -577276.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -577283.000000 Penalty: 2769.967529
	Iteration 45Q: 3 clusters Score -577283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -577286.187500 Penalty: 2769.967529
	Iteration 46Q: 3 clusters Score -577286.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -577290.437500 Penalty: 2769.967529
	Iteration 47Q: 3 clusters Score -577290.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -577292.875000 Penalty: 2769.967529
	Iteration 48Q: 3 clusters Score -577292.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -577295.937500 Penalty: 2769.967529
	Iteration 49Q: 3 clusters Score -577295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -577296.812500 Penalty: 2769.967529
	Iteration 50Q: 3 clusters Score -577296.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -577296.625000 Penalty: 2769.967529
	Iteration 51Q: 3 clusters Score -577296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -577296.500000 Penalty: 2769.967529
	Iteration 52Q: 3 clusters Score -577296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -577296.375000 Penalty: 2769.967529
	Iteration 53Q: 3 clusters Score -577296.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -577296.375000 Penalty: 2769.967529
	Iteration 54F: 3 clusters Score -577296.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Entering Unmasked Estep 
Score: -793965.687500 Penalty: 1435.034424
	Iteration 0F: 2 clusters Score -793965.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -788880.562500 Penalty: 2870.068848
	Iteration 0F: 3 clusters Score -788880.6 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -790286.062500 Penalty: 2870.068848
	Iteration 1F: 3 clusters Score -790286.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -790471.687500 Penalty: 2870.068848
	Iteration 2F: 3 clusters Score -790471.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -790634.000000 Penalty: 2870.068848
	Iteration 3Q: 3 clusters Score -790634 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -790809.437500 Penalty: 2870.068848
	Iteration 4Q: 3 clusters Score -790809.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -791003.625000 Penalty: 2870.068848
	Iteration 5Q: 3 clusters Score -791003.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -791231.125000 Penalty: 2870.068848
	Iteration 6F: 3 clusters Score -791231.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -791481.562500 Penalty: 2870.068848
	Iteration 7Q: 3 clusters Score -791481.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -791798.437500 Penalty: 2870.068848
	Iteration 8F: 3 clusters Score -791798.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -792136.375000 Penalty: 2870.068848
	Iteration 9F: 3 clusters Score -792136.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -792464.750000 Penalty: 2870.068848
	Iteration 10F: 3 clusters Score -792464.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -792741.625000 Penalty: 2870.068848
	Iteration 11Q: 3 clusters Score -792741.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -792910.875000 Penalty: 2870.068848
	Iteration 12Q: 3 clusters Score -792910.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -793008.437500 Penalty: 2870.068848
	Iteration 13Q: 3 clusters Score -793008.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -793083.500000 Penalty: 2870.068848
	Iteration 14Q: 3 clusters Score -793083.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -793116.687500 Penalty: 2870.068848
	Iteration 15Q: 3 clusters Score -793116.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -793140.812500 Penalty: 2870.068848
	Iteration 16Q: 3 clusters Score -793140.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -793157.750000 Penalty: 2870.068848
	Iteration 17Q: 3 clusters Score -793157.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -793169.375000 Penalty: 2870.068848
	Iteration 18Q: 3 clusters Score -793169.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -793169.812500 Penalty: 2870.068848
	Iteration 19Q: 3 clusters Score -793169.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -793172.375000 Penalty: 2870.068848
	Iteration 20F: 3 clusters Score -793172.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -793176.562500 Penalty: 2870.068848
	Iteration 21Q: 3 clusters Score -793176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -793177.625000 Penalty: 2870.068848
	Iteration 22Q: 3 clusters Score -793177.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -793177.937500 Penalty: 2870.068848
	Iteration 23Q: 3 clusters Score -793177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -793178.125000 Penalty: 2870.068848
	Iteration 24Q: 3 clusters Score -793178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -793178.312500 Penalty: 2870.068848
	Iteration 25Q: 3 clusters Score -793178.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -793179.875000 Penalty: 2870.068848
	Iteration 26Q: 3 clusters Score -793179.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -793179.937500 Penalty: 2870.068848
	Iteration 27Q: 3 clusters Score -793179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -793181.562500 Penalty: 2870.068848
	Iteration 28Q: 3 clusters Score -793181.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -793182.187500 Penalty: 2870.068848
	Iteration 29Q: 3 clusters Score -793182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -793183.687500 Penalty: 2870.068848
	Iteration 30Q: 3 clusters Score -793183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -793182.687500 Penalty: 2870.068848
	Iteration 31Q: 3 clusters Score -793182.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -793183.437500 Penalty: 2870.068848
	Iteration 32Q: 3 clusters Score -793183.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -793183.437500 Penalty: 2870.068848
	Iteration 33F: 3 clusters Score -793183.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Entering Unmasked Estep 
Score: -1191394.750000 Penalty: 1501.735840
	Iteration 0F: 2 clusters Score -1191395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1184036.750000 Penalty: 3003.471680
	Iteration 0F: 3 clusters Score -1184037 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1186380.000000 Penalty: 3003.471680
	Iteration 1F: 3 clusters Score -1186380 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1186573.250000 Penalty: 3003.471680
	Iteration 2F: 3 clusters Score -1186573 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1186736.125000 Penalty: 3003.471680
	Iteration 3Q: 3 clusters Score -1186736 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1186909.375000 Penalty: 3003.471680
	Iteration 4Q: 3 clusters Score -1186909 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1187098.375000 Penalty: 3003.471680
	Iteration 5Q: 3 clusters Score -1187098 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1187326.750000 Penalty: 3003.471680
	Iteration 6Q: 3 clusters Score -1187327 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1187621.250000 Penalty: 3003.471680
	Iteration 7Q: 3 clusters Score -1187621 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1188017.750000 Penalty: 3003.471680
	Iteration 8F: 3 clusters Score -1188018 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1188485.250000 Penalty: 3003.471680
	Iteration 9F: 3 clusters Score -1188485 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1188947.875000 Penalty: 3003.471680
	Iteration 10F: 3 clusters Score -1188948 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1189366.500000 Penalty: 3003.471680
	Iteration 11Q: 3 clusters Score -1189366 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1189655.500000 Penalty: 3003.471680
	Iteration 12Q: 3 clusters Score -1189656 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1189834.125000 Penalty: 3003.471680
	Iteration 13Q: 3 clusters Score -1189834 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1189944.250000 Penalty: 3003.471680
	Iteration 14Q: 3 clusters Score -1189944 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1190018.625000 Penalty: 3003.471680
	Iteration 15Q: 3 clusters Score -1190019 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1190068.375000 Penalty: 3003.471680
	Iteration 16Q: 3 clusters Score -1190068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1190092.375000 Penalty: 3003.471680
	Iteration 17Q: 3 clusters Score -1190092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1190106.625000 Penalty: 3003.471680
	Iteration 18Q: 3 clusters Score -1190107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1190121.000000 Penalty: 3003.471680
	Iteration 19Q: 3 clusters Score -1190121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1190134.625000 Penalty: 3003.471680
	Iteration 20F: 3 clusters Score -1190135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1190144.000000 Penalty: 3003.471680
	Iteration 21Q: 3 clusters Score -1190144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1190148.875000 Penalty: 3003.471680
	Iteration 22Q: 3 clusters Score -1190149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1190149.750000 Penalty: 3003.471680
	Iteration 23Q: 3 clusters Score -1190150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1190150.500000 Penalty: 3003.471680
	Iteration 24Q: 3 clusters Score -1190150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1190155.125000 Penalty: 3003.471680
	Iteration 25Q: 3 clusters Score -1190155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1190159.250000 Penalty: 3003.471680
	Iteration 26Q: 3 clusters Score -1190159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1190161.750000 Penalty: 3003.471680
	Iteration 27Q: 3 clusters Score -1190162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1190163.750000 Penalty: 3003.471680
	Iteration 28Q: 3 clusters Score -1190164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1190168.500000 Penalty: 3003.471680
	Iteration 29Q: 3 clusters Score -1190168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1190170.750000 Penalty: 3003.471680
	Iteration 30Q: 3 clusters Score -1190171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1190171.125000 Penalty: 3003.471680
	Iteration 31Q: 3 clusters Score -1190171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1190170.375000 Penalty: 3003.471680
	Iteration 32Q: 3 clusters Score -1190170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1190170.375000 Penalty: 3003.471680
	Iteration 33F: 3 clusters Score -1190170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 40403 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 4 contains 6398 members 
Mstep: Class 5 contains 90921 members 
Mstep: Class 6 contains 18421 members 
Mstep: Class 7 contains 15321 members 
Mstep: Class 8 contains 83826 members 
Mstep: Class 9 contains 3717 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 47012 members 
Mstep: Class 12 contains 424 members 
Mstep: Class 13 contains 15252 members 
Mstep: Class 14 contains 143320 members 
Mstep: Class 15 contains 3904 members 
Mstep: Class 16 contains 89133 members 
Mstep: Class 17 contains 81943 members 
Mstep: Class 18 contains 10828 members 
Mstep: Class 20 contains 12422 members 
Mstep: Class 21 contains 144314 members 
Mstep: Class 22 contains 3769 members 
Mstep: Class 23 contains 5532 members 
Mstep: Class 24 contains 5029 members 
Mstep: Class 25 contains 6843 members 
Mstep: Class 26 contains 10316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096720.000000 Penalty: 57975.621094
Iteration 159Q: 27 clusters Score -1.020967e+08 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 40381 members 
Mstep: Class 3 contains 3431 members 
Mstep: Class 4 contains 6347 members 
Mstep: Class 5 contains 91617 members 
Mstep: Class 6 contains 18394 members 
Mstep: Class 7 contains 15436 members 
Mstep: Class 8 contains 84249 members 
Mstep: Class 9 contains 3717 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 47018 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 14966 members 
Mstep: Class 14 contains 143399 members 
Mstep: Class 15 contains 3904 members 
Mstep: Class 16 contains 90058 members 
Mstep: Class 17 contains 80788 members 
Mstep: Class 18 contains 10820 members 
Mstep: Class 19 contains 63415 members 
Mstep: Class 20 contains 12417 members 
Mstep: Class 21 contains 144337 members 
Mstep: Class 22 contains 3767 members 
Mstep: Class 23 contains 5584 members 
Mstep: Class 24 contains 4972 members 
Mstep: Class 25 contains 6823 members 
Mstep: Class 26 contains 10315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097632.000000 Penalty: 57975.621094
Iteration 160F: 27 clusters Score -1.020976e+08 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 40356 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 6302 members 
Mstep: Class 5 contains 90985 members 
Mstep: Class 6 contains 18377 members 
Mstep: Class 7 contains 15294 members 
Mstep: Class 8 contains 84184 members 
Mstep: Class 9 contains 3717 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 47034 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 14671 members 
Mstep: Class 14 contains 143458 members 
Mstep: Class 15 contains 3901 members 
Mstep: Class 16 contains 91042 members 
Mstep: Class 17 contains 79643 members 
Mstep: Class 18 contains 10800 members 
Mstep: Class 19 contains 64937 members 
Mstep: Class 20 contains 12424 members 
Mstep: Class 21 contains 144334 members 
Mstep: Class 22 contains 3764 members 
Mstep: Class 23 contains 5543 members 
Mstep: Class 24 contains 4882 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 10318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098152.000000 Penalty: 57975.621094
Iteration 161Q: 27 clusters Score -1.020982e+08 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 40330 members 
Mstep: Class 3 contains 3426 members 
Mstep: Class 4 contains 6260 members 
Mstep: Class 5 contains 90373 members 
Mstep: Class 6 contains 18345 members 
Mstep: Class 7 contains 15206 members 
Mstep: Class 8 contains 84169 members 
Mstep: Class 9 contains 3716 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 47052 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 14352 members 
Mstep: Class 14 contains 143531 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 92064 members 
Mstep: Class 17 contains 78498 members 
Mstep: Class 18 contains 10784 members 
Mstep: Class 19 contains 66307 members 
Mstep: Class 20 contains 12420 members 
Mstep: Class 21 contains 144332 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 5517 members 
Mstep: Class 24 contains 4784 members 
Mstep: Class 25 contains 6781 members 
Mstep: Class 26 contains 10325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098688.000000 Penalty: 57975.621094
Iteration 162Q: 27 clusters Score -1.020987e+08 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 40303 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 6217 members 
Mstep: Class 5 contains 89752 members 
Mstep: Class 6 contains 18326 members 
Mstep: Class 7 contains 15155 members 
Mstep: Class 8 contains 84162 members 
Mstep: Class 9 contains 3715 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 47056 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 14006 members 
Mstep: Class 14 contains 143618 members 
Mstep: Class 15 contains 3897 members 
Mstep: Class 16 contains 93058 members 
Mstep: Class 17 contains 77247 members 
Mstep: Class 18 contains 10766 members 
Mstep: Class 19 contains 67766 members 
Mstep: Class 20 contains 12417 members 
Mstep: Class 21 contains 144331 members 
Mstep: Class 22 contains 3758 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 4699 members 
Mstep: Class 25 contains 6771 members 
Mstep: Class 26 contains 10327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099128.000000 Penalty: 57975.621094
Iteration 163Q: 27 clusters Score -1.020991e+08 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 40274 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 6177 members 
Mstep: Class 5 contains 89161 members 
Mstep: Class 6 contains 18309 members 
Mstep: Class 7 contains 15095 members 
Mstep: Class 8 contains 84152 members 
Mstep: Class 9 contains 3713 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 47064 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 13614 members 
Mstep: Class 14 contains 143679 members 
Mstep: Class 15 contains 3894 members 
Mstep: Class 16 contains 94090 members 
Mstep: Class 17 contains 75857 members 
Mstep: Class 18 contains 10754 members 
Mstep: Class 19 contains 69318 members 
Mstep: Class 20 contains 12424 members 
Mstep: Class 21 contains 144330 members 
Mstep: Class 22 contains 3756 members 
Mstep: Class 23 contains 5488 members 
Mstep: Class 24 contains 4633 members 
Mstep: Class 25 contains 6757 members 
Mstep: Class 26 contains 10329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099144.000000 Penalty: 57975.621094
Iteration 164Q: 27 clusters Score -1.020991e+08 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 40260 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 6132 members 
Mstep: Class 5 contains 88493 members 
Mstep: Class 6 contains 18288 members 
Mstep: Class 7 contains 15054 members 
Mstep: Class 8 contains 84136 members 
Mstep: Class 9 contains 3713 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 47072 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 13157 members 
Mstep: Class 14 contains 143750 members 
Mstep: Class 15 contains 3887 members 
Mstep: Class 16 contains 95179 members 
Mstep: Class 17 contains 74357 members 
Mstep: Class 18 contains 10751 members 
Mstep: Class 19 contains 71026 members 
Mstep: Class 20 contains 12428 members 
Mstep: Class 21 contains 144311 members 
Mstep: Class 22 contains 3752 members 
Mstep: Class 23 contains 5478 members 
Mstep: Class 24 contains 4586 members 
Mstep: Class 25 contains 6743 members 
Mstep: Class 26 contains 10340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099504.000000 Penalty: 57975.621094
Iteration 165Q: 27 clusters Score -1.020995e+08 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 40241 members 
Mstep: Class 3 contains 3419 members 
Mstep: Class 4 contains 6081 members 
Mstep: Class 5 contains 87545 members 
Mstep: Class 6 contains 18277 members 
Mstep: Class 7 contains 15005 members 
Mstep: Class 8 contains 84139 members 
Mstep: Class 9 contains 3712 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 47075 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 12707 members 
Mstep: Class 14 contains 143822 members 
Mstep: Class 15 contains 3883 members 
Mstep: Class 16 contains 96463 members 
Mstep: Class 17 contains 72769 members 
Mstep: Class 18 contains 10742 members 
Mstep: Class 19 contains 72917 members 
Mstep: Class 20 contains 12435 members 
Mstep: Class 21 contains 144305 members 
Mstep: Class 22 contains 3749 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 4536 members 
Mstep: Class 25 contains 6716 members 
Mstep: Class 26 contains 10350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099112.000000 Penalty: 57975.621094
Iteration 166Q: 27 clusters Score -1.020991e+08 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 6037 members 
Mstep: Class 5 contains 86161 members 
Mstep: Class 6 contains 18266 members 
Mstep: Class 7 contains 14993 members 
Mstep: Class 8 contains 84148 members 
Mstep: Class 9 contains 3711 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 47082 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 12238 members 
Mstep: Class 14 contains 143904 members 
Mstep: Class 15 contains 3881 members 
Mstep: Class 16 contains 97915 members 
Mstep: Class 17 contains 71119 members 
Mstep: Class 18 contains 10734 members 
Mstep: Class 19 contains 75053 members 
Mstep: Class 20 contains 12436 members 
Mstep: Class 21 contains 144281 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 5452 members 
Mstep: Class 24 contains 4506 members 
Mstep: Class 25 contains 6726 members 
Mstep: Class 26 contains 10363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098816.000000 Penalty: 57975.621094
Iteration 167Q: 27 clusters Score -1.020988e+08 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 40199 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 84120 members 
Mstep: Class 6 contains 18248 members 
Mstep: Class 7 contains 14984 members 
Mstep: Class 8 contains 84186 members 
Mstep: Class 9 contains 3710 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 47088 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 11807 members 
Mstep: Class 14 contains 143996 members 
Mstep: Class 15 contains 3879 members 
Mstep: Class 16 contains 99528 members 
Mstep: Class 17 contains 69606 members 
Mstep: Class 18 contains 10728 members 
Mstep: Class 19 contains 77469 members 
Mstep: Class 20 contains 12439 members 
Mstep: Class 21 contains 144249 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 5441 members 
Mstep: Class 24 contains 4464 members 
Mstep: Class 25 contains 6752 members 
Mstep: Class 26 contains 10376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098944.000000 Penalty: 57975.621094
Iteration 168Q: 27 clusters Score -1.020989e+08 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 40181 members 
Mstep: Class 3 contains 3419 members 
Mstep: Class 4 contains 5945 members 
Mstep: Class 5 contains 81299 members 
Mstep: Class 6 contains 18232 members 
Mstep: Class 7 contains 14988 members 
Mstep: Class 8 contains 84201 members 
Mstep: Class 9 contains 3710 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 47091 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 11342 members 
Mstep: Class 14 contains 144054 members 
Mstep: Class 15 contains 3878 members 
Mstep: Class 16 contains 101468 members 
Mstep: Class 17 contains 68195 members 
Mstep: Class 18 contains 10724 members 
Mstep: Class 19 contains 80262 members 
Mstep: Class 20 contains 12440 members 
Mstep: Class 21 contains 144236 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 5438 members 
Mstep: Class 24 contains 4408 members 
Mstep: Class 25 contains 6810 members 
Mstep: Class 26 contains 10389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099216.000000 Penalty: 57975.621094
Iteration 169Q: 27 clusters Score -1.020992e+08 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 40173 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 5901 members 
Mstep: Class 5 contains 78039 members 
Mstep: Class 6 contains 18215 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 84214 members 
Mstep: Class 9 contains 3711 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 47097 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 10926 members 
Mstep: Class 14 contains 144154 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 103506 members 
Mstep: Class 17 contains 66925 members 
Mstep: Class 18 contains 10714 members 
Mstep: Class 19 contains 83226 members 
Mstep: Class 20 contains 12447 members 
Mstep: Class 21 contains 144174 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 5432 members 
Mstep: Class 24 contains 4350 members 
Mstep: Class 25 contains 6866 members 
Mstep: Class 26 contains 10401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099424.000000 Penalty: 57975.621094
Iteration 170Q: 27 clusters Score -1.020994e+08 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 40162 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 75120 members 
Mstep: Class 6 contains 18205 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 84216 members 
Mstep: Class 9 contains 3711 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 47091 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 10537 members 
Mstep: Class 14 contains 144208 members 
Mstep: Class 15 contains 3867 members 
Mstep: Class 16 contains 105300 members 
Mstep: Class 17 contains 65845 members 
Mstep: Class 18 contains 10705 members 
Mstep: Class 19 contains 85886 members 
Mstep: Class 20 contains 12453 members 
Mstep: Class 21 contains 144141 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 5431 members 
Mstep: Class 24 contains 4288 members 
Mstep: Class 25 contains 6920 members 
Mstep: Class 26 contains 10416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099712.000000 Penalty: 57975.621094
Iteration 171Q: 27 clusters Score -1.020997e+08 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 40141 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 72472 members 
Mstep: Class 6 contains 18198 members 
Mstep: Class 7 contains 14931 members 
Mstep: Class 8 contains 84208 members 
Mstep: Class 9 contains 3711 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 47083 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 10317 members 
Mstep: Class 14 contains 144257 members 
Mstep: Class 15 contains 3860 members 
Mstep: Class 16 contains 107012 members 
Mstep: Class 17 contains 64897 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 88054 members 
Mstep: Class 20 contains 12460 members 
Mstep: Class 21 contains 144136 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 5434 members 
Mstep: Class 24 contains 4247 members 
Mstep: Class 25 contains 6969 members 
Mstep: Class 26 contains 10420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099120.000000 Penalty: 57975.621094
Iteration 172Q: 27 clusters Score -1.020991e+08 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 40115 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 69931 members 
Mstep: Class 6 contains 18189 members 
Mstep: Class 7 contains 14924 members 
Mstep: Class 8 contains 84205 members 
Mstep: Class 9 contains 3711 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 47071 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 144320 members 
Mstep: Class 15 contains 3850 members 
Mstep: Class 16 contains 108719 members 
Mstep: Class 17 contains 64024 members 
Mstep: Class 18 contains 10696 members 
Mstep: Class 19 contains 89909 members 
Mstep: Class 20 contains 12465 members 
Mstep: Class 21 contains 144132 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 5439 members 
Mstep: Class 24 contains 4204 members 
Mstep: Class 25 contains 7009 members 
Mstep: Class 26 contains 10429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098768.000000 Penalty: 57975.621094
Iteration 173Q: 27 clusters Score -1.020988e+08 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 40088 members 
Mstep: Class 3 contains 3415 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 67806 members 
Mstep: Class 6 contains 18174 members 
Mstep: Class 7 contains 14918 members 
Mstep: Class 8 contains 84245 members 
Mstep: Class 9 contains 3712 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 47073 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 10226 members 
Mstep: Class 14 contains 144357 members 
Mstep: Class 15 contains 3842 members 
Mstep: Class 16 contains 110232 members 
Mstep: Class 17 contains 63232 members 
Mstep: Class 18 contains 10694 members 
Mstep: Class 19 contains 91282 members 
Mstep: Class 20 contains 12467 members 
Mstep: Class 21 contains 144172 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 5450 members 
Mstep: Class 24 contains 4166 members 
Mstep: Class 25 contains 7052 members 
Mstep: Class 26 contains 10433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098552.000000 Penalty: 57975.621094
Iteration 174Q: 27 clusters Score -1.020986e+08 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 40062 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 5716 members 
Mstep: Class 5 contains 65980 members 
Mstep: Class 6 contains 18161 members 
Mstep: Class 7 contains 14921 members 
Mstep: Class 8 contains 84272 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 47077 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 144398 members 
Mstep: Class 15 contains 3829 members 
Mstep: Class 16 contains 111663 members 
Mstep: Class 17 contains 62477 members 
Mstep: Class 18 contains 10695 members 
Mstep: Class 19 contains 92337 members 
Mstep: Class 20 contains 12465 members 
Mstep: Class 21 contains 144204 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 4146 members 
Mstep: Class 25 contains 7082 members 
Mstep: Class 26 contains 10440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098256.000000 Penalty: 57975.621094
Iteration 175Q: 27 clusters Score -1.020983e+08 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 40042 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 5679 members 
Mstep: Class 5 contains 64470 members 
Mstep: Class 6 contains 18146 members 
Mstep: Class 7 contains 14934 members 
Mstep: Class 8 contains 84310 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 47085 members 
Mstep: Class 12 contains 426 members 
Mstep: Class 13 contains 10353 members 
Mstep: Class 14 contains 144437 members 
Mstep: Class 15 contains 3819 members 
Mstep: Class 16 contains 112973 members 
Mstep: Class 17 contains 61822 members 
Mstep: Class 18 contains 10691 members 
Mstep: Class 19 contains 93100 members 
Mstep: Class 20 contains 12464 members 
Mstep: Class 21 contains 144223 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 5477 members 
Mstep: Class 24 contains 4117 members 
Mstep: Class 25 contains 7121 members 
Mstep: Class 26 contains 10447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097752.000000 Penalty: 57975.621094
Iteration 176Q: 27 clusters Score -1.020978e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 40025 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 63266 members 
Mstep: Class 6 contains 18140 members 
Mstep: Class 7 contains 14951 members 
Mstep: Class 8 contains 84329 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 47087 members 
Mstep: Class 12 contains 427 members 
Mstep: Class 13 contains 10396 members 
Mstep: Class 14 contains 144460 members 
Mstep: Class 15 contains 3813 members 
Mstep: Class 16 contains 114170 members 
Mstep: Class 17 contains 61263 members 
Mstep: Class 18 contains 10685 members 
Mstep: Class 19 contains 93615 members 
Mstep: Class 20 contains 12464 members 
Mstep: Class 21 contains 144248 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 5478 members 
Mstep: Class 24 contains 4081 members 
Mstep: Class 25 contains 7153 members 
Mstep: Class 26 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098008.000000 Penalty: 57975.621094
Iteration 177Q: 27 clusters Score -1.02098e+08 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 40003 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5616 members 
Mstep: Class 5 contains 62373 members 
Mstep: Class 6 contains 18134 members 
Mstep: Class 7 contains 14953 members 
Mstep: Class 8 contains 84333 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 47089 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 10439 members 
Mstep: Class 14 contains 144472 members 
Mstep: Class 15 contains 3807 members 
Mstep: Class 16 contains 115315 members 
Mstep: Class 17 contains 60753 members 
Mstep: Class 18 contains 10680 members 
Mstep: Class 19 contains 93850 members 
Mstep: Class 20 contains 12466 members 
Mstep: Class 21 contains 144272 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 5481 members 
Mstep: Class 24 contains 4048 members 
Mstep: Class 25 contains 7180 members 
Mstep: Class 26 contains 10464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097736.000000 Penalty: 57975.621094
Iteration 178Q: 27 clusters Score -1.020977e+08 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 39984 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5595 members 
Mstep: Class 5 contains 61723 members 
Mstep: Class 6 contains 18126 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 84321 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 47093 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 10483 members 
Mstep: Class 14 contains 144468 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 116420 members 
Mstep: Class 17 contains 60305 members 
Mstep: Class 18 contains 10680 members 
Mstep: Class 19 contains 93819 members 
Mstep: Class 20 contains 12470 members 
Mstep: Class 21 contains 144307 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 4003 members 
Mstep: Class 25 contains 7211 members 
Mstep: Class 26 contains 10470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097728.000000 Penalty: 57975.621094
Iteration 179Q: 27 clusters Score -1.020977e+08 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 39967 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 5575 members 
Mstep: Class 5 contains 61245 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 14951 members 
Mstep: Class 8 contains 84335 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 47099 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 10516 members 
Mstep: Class 14 contains 144480 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 117566 members 
Mstep: Class 17 contains 59900 members 
Mstep: Class 18 contains 10672 members 
Mstep: Class 19 contains 93530 members 
Mstep: Class 20 contains 12474 members 
Mstep: Class 21 contains 144337 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 5511 members 
Mstep: Class 24 contains 3952 members 
Mstep: Class 25 contains 7254 members 
Mstep: Class 26 contains 10471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097944.000000 Penalty: 57975.621094
Iteration 180F: 27 clusters Score -1.020979e+08 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 39953 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5551 members 
Mstep: Class 5 contains 59589 members 
Mstep: Class 6 contains 18101 members 
Mstep: Class 7 contains 14956 members 
Mstep: Class 8 contains 84317 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 47108 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 10528 members 
Mstep: Class 14 contains 144501 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 118760 members 
Mstep: Class 17 contains 59544 members 
Mstep: Class 18 contains 10667 members 
Mstep: Class 19 contains 94370 members 
Mstep: Class 20 contains 12478 members 
Mstep: Class 21 contains 144355 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 5520 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 7284 members 
Mstep: Class 26 contains 10471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097544.000000 Penalty: 57975.621094
Iteration 181Q: 27 clusters Score -1.020975e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 39944 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 58097 members 
Mstep: Class 6 contains 18095 members 
Mstep: Class 7 contains 14956 members 
Mstep: Class 8 contains 84303 members 
Mstep: Class 9 contains 3713 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 47117 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 10512 members 
Mstep: Class 14 contains 144518 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 119833 members 
Mstep: Class 17 contains 59228 members 
Mstep: Class 18 contains 10660 members 
Mstep: Class 19 contains 95131 members 
Mstep: Class 20 contains 12480 members 
Mstep: Class 21 contains 144364 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 5533 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 10474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097320.000000 Penalty: 57975.621094
Iteration 182Q: 27 clusters Score -1.020973e+08 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 39940 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5511 members 
Mstep: Class 5 contains 56710 members 
Mstep: Class 6 contains 18091 members 
Mstep: Class 7 contains 14964 members 
Mstep: Class 8 contains 84297 members 
Mstep: Class 9 contains 3712 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 47123 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 10465 members 
Mstep: Class 14 contains 144514 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 120878 members 
Mstep: Class 17 contains 58970 members 
Mstep: Class 18 contains 10659 members 
Mstep: Class 19 contains 95758 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 144378 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 5541 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 7334 members 
Mstep: Class 26 contains 10481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097048.000000 Penalty: 57975.621094
Iteration 183Q: 27 clusters Score -1.02097e+08 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 39928 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 5484 members 
Mstep: Class 5 contains 55472 members 
Mstep: Class 6 contains 18087 members 
Mstep: Class 7 contains 14963 members 
Mstep: Class 8 contains 84274 members 
Mstep: Class 9 contains 3711 members 
Mstep: Class 10 contains 901 members 
Mstep: Class 11 contains 47125 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 144529 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 121816 members 
Mstep: Class 17 contains 58782 members 
Mstep: Class 18 contains 10656 members 
Mstep: Class 19 contains 96269 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 144405 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 5552 members 
Mstep: Class 24 contains 3882 members 
Mstep: Class 25 contains 7363 members 
Mstep: Class 26 contains 10486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097120.000000 Penalty: 57975.621094
Iteration 184Q: 27 clusters Score -1.020971e+08 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 39918 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 5464 members 
Mstep: Class 5 contains 54384 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 14959 members 
Mstep: Class 8 contains 84287 members 
Mstep: Class 9 contains 3711 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 47129 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 10405 members 
Mstep: Class 14 contains 144508 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 16 contains 122685 members 
Mstep: Class 17 contains 58623 members 
Mstep: Class 18 contains 10654 members 
Mstep: Class 19 contains 96663 members 
Mstep: Class 20 contains 12483 members 
Mstep: Class 21 contains 144443 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 3866 members 
Mstep: Class 25 contains 7399 members 
Mstep: Class 26 contains 10493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096632.000000 Penalty: 57975.621094
Iteration 185Q: 27 clusters Score -1.020966e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 39906 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 5440 members 
Mstep: Class 5 contains 53294 members 
Mstep: Class 6 contains 18068 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 84317 members 
Mstep: Class 9 contains 3712 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 47138 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 10368 members 
Mstep: Class 14 contains 144513 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 123519 members 
Mstep: Class 17 contains 58458 members 
Mstep: Class 18 contains 10648 members 
Mstep: Class 19 contains 97080 members 
Mstep: Class 20 contains 12485 members 
Mstep: Class 21 contains 144475 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 3862 members 
Mstep: Class 25 contains 7430 members 
Mstep: Class 26 contains 10498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096200.000000 Penalty: 57975.621094
Iteration 186Q: 27 clusters Score -1.020962e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 39902 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 5416 members 
Mstep: Class 5 contains 52139 members 
Mstep: Class 6 contains 18057 members 
Mstep: Class 7 contains 14966 members 
Mstep: Class 8 contains 84356 members 
Mstep: Class 9 contains 3712 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 10320 members 
Mstep: Class 14 contains 144529 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 124361 members 
Mstep: Class 17 contains 58305 members 
Mstep: Class 18 contains 10644 members 
Mstep: Class 19 contains 97516 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 144495 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 3860 members 
Mstep: Class 25 contains 7467 members 
Mstep: Class 26 contains 10500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095896.000000 Penalty: 57975.621094
Iteration 187Q: 27 clusters Score -1.020959e+08 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 39892 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 5394 members 
Mstep: Class 5 contains 51011 members 
Mstep: Class 6 contains 18047 members 
Mstep: Class 7 contains 14978 members 
Mstep: Class 8 contains 84393 members 
Mstep: Class 9 contains 3712 members 
Mstep: Class 10 contains 908 members 
Mstep: Class 11 contains 47147 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 10283 members 
Mstep: Class 14 contains 144528 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 125163 members 
Mstep: Class 17 contains 58177 members 
Mstep: Class 18 contains 10643 members 
Mstep: Class 19 contains 97955 members 
Mstep: Class 20 contains 12481 members 
Mstep: Class 21 contains 144537 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 3858 members 
Mstep: Class 25 contains 7490 members 
Mstep: Class 26 contains 10502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095544.000000 Penalty: 57975.621094
Iteration 188Q: 27 clusters Score -1.020955e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 39879 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5362 members 
Mstep: Class 5 contains 49958 members 
Mstep: Class 6 contains 18040 members 
Mstep: Class 7 contains 14971 members 
Mstep: Class 8 contains 84447 members 
Mstep: Class 9 contains 3711 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47151 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 10252 members 
Mstep: Class 14 contains 144550 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 125938 members 
Mstep: Class 17 contains 58070 members 
Mstep: Class 18 contains 10640 members 
Mstep: Class 19 contains 98329 members 
Mstep: Class 20 contains 12479 members 
Mstep: Class 21 contains 144563 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 5579 members 
Mstep: Class 24 contains 3851 members 
Mstep: Class 25 contains 7511 members 
Mstep: Class 26 contains 10502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095544.000000 Penalty: 57975.621094
Iteration 189Q: 27 clusters Score -1.020955e+08 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 39868 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5340 members 
Mstep: Class 5 contains 49008 members 
Mstep: Class 6 contains 18038 members 
Mstep: Class 7 contains 14976 members 
Mstep: Class 8 contains 84505 members 
Mstep: Class 9 contains 3709 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47158 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 10202 members 
Mstep: Class 14 contains 144542 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 126655 members 
Mstep: Class 17 contains 57984 members 
Mstep: Class 18 contains 10638 members 
Mstep: Class 19 contains 98660 members 
Mstep: Class 20 contains 12477 members 
Mstep: Class 21 contains 144589 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 7529 members 
Mstep: Class 26 contains 10503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095432.000000 Penalty: 57975.621094
Iteration 190Q: 27 clusters Score -1.020954e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 39858 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 5320 members 
Mstep: Class 5 contains 48084 members 
Mstep: Class 6 contains 18037 members 
Mstep: Class 7 contains 14987 members 
Mstep: Class 8 contains 84551 members 
Mstep: Class 9 contains 3707 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47167 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 10116 members 
Mstep: Class 14 contains 144534 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 127353 members 
Mstep: Class 17 contains 57901 members 
Mstep: Class 18 contains 10633 members 
Mstep: Class 19 contains 99012 members 
Mstep: Class 20 contains 12477 members 
Mstep: Class 21 contains 144617 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 5585 members 
Mstep: Class 24 contains 3841 members 
Mstep: Class 25 contains 7540 members 
Mstep: Class 26 contains 10507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095000.000000 Penalty: 57975.621094
Iteration 191Q: 27 clusters Score -1.02095e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 5309 members 
Mstep: Class 5 contains 47205 members 
Mstep: Class 6 contains 18033 members 
Mstep: Class 7 contains 15001 members 
Mstep: Class 8 contains 84576 members 
Mstep: Class 9 contains 3707 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47174 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 10023 members 
Mstep: Class 14 contains 144511 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 128066 members 
Mstep: Class 17 contains 57819 members 
Mstep: Class 18 contains 10629 members 
Mstep: Class 19 contains 99321 members 
Mstep: Class 20 contains 12474 members 
Mstep: Class 21 contains 144653 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 3842 members 
Mstep: Class 25 contains 7548 members 
Mstep: Class 26 contains 10510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094880.000000 Penalty: 57975.621094
Iteration 192Q: 27 clusters Score -1.020949e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 39820 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 5296 members 
Mstep: Class 5 contains 46386 members 
Mstep: Class 6 contains 18030 members 
Mstep: Class 7 contains 15002 members 
Mstep: Class 8 contains 84601 members 
Mstep: Class 9 contains 3707 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47180 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 9956 members 
Mstep: Class 14 contains 144492 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 128748 members 
Mstep: Class 17 contains 57742 members 
Mstep: Class 18 contains 10623 members 
Mstep: Class 19 contains 99576 members 
Mstep: Class 20 contains 12470 members 
Mstep: Class 21 contains 144694 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 3847 members 
Mstep: Class 25 contains 7559 members 
Mstep: Class 26 contains 10514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094728.000000 Penalty: 57975.621094
Iteration 193Q: 27 clusters Score -1.020947e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 39803 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 45538 members 
Mstep: Class 6 contains 18027 members 
Mstep: Class 7 contains 15011 members 
Mstep: Class 8 contains 84625 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47187 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 9907 members 
Mstep: Class 14 contains 144493 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 16 contains 129356 members 
Mstep: Class 17 contains 57683 members 
Mstep: Class 18 contains 10618 members 
Mstep: Class 19 contains 99886 members 
Mstep: Class 20 contains 12469 members 
Mstep: Class 21 contains 144717 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 5604 members 
Mstep: Class 24 contains 3858 members 
Mstep: Class 25 contains 7572 members 
Mstep: Class 26 contains 10515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094688.000000 Penalty: 57975.621094
Iteration 194Q: 27 clusters Score -1.020947e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 39785 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 5255 members 
Mstep: Class 5 contains 44728 members 
Mstep: Class 6 contains 18024 members 
Mstep: Class 7 contains 15018 members 
Mstep: Class 8 contains 84663 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47190 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 9842 members 
Mstep: Class 14 contains 144486 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 129916 members 
Mstep: Class 17 contains 57594 members 
Mstep: Class 18 contains 10606 members 
Mstep: Class 19 contains 100239 members 
Mstep: Class 20 contains 12469 members 
Mstep: Class 21 contains 144759 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 3864 members 
Mstep: Class 25 contains 7588 members 
Mstep: Class 26 contains 10518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094592.000000 Penalty: 57975.621094
Iteration 195Q: 27 clusters Score -1.020946e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 39768 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 5243 members 
Mstep: Class 5 contains 43919 members 
Mstep: Class 6 contains 18027 members 
Mstep: Class 7 contains 15016 members 
Mstep: Class 8 contains 84694 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47190 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 9774 members 
Mstep: Class 14 contains 144465 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 130472 members 
Mstep: Class 17 contains 57504 members 
Mstep: Class 18 contains 10591 members 
Mstep: Class 19 contains 100617 members 
Mstep: Class 20 contains 12471 members 
Mstep: Class 21 contains 144801 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 5613 members 
Mstep: Class 24 contains 3864 members 
Mstep: Class 25 contains 7608 members 
Mstep: Class 26 contains 10520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094080.000000 Penalty: 57975.621094
Iteration 196Q: 27 clusters Score -1.020941e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 39747 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 43071 members 
Mstep: Class 6 contains 18030 members 
Mstep: Class 7 contains 15008 members 
Mstep: Class 8 contains 84715 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47193 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 9701 members 
Mstep: Class 14 contains 144453 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 131042 members 
Mstep: Class 17 contains 57404 members 
Mstep: Class 18 contains 10586 members 
Mstep: Class 19 contains 101041 members 
Mstep: Class 20 contains 12474 members 
Mstep: Class 21 contains 144841 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 5616 members 
Mstep: Class 24 contains 3865 members 
Mstep: Class 25 contains 7628 members 
Mstep: Class 26 contains 10523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093648.000000 Penalty: 57975.621094
Iteration 197Q: 27 clusters Score -1.020936e+08 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 39732 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5218 members 
Mstep: Class 5 contains 42261 members 
Mstep: Class 6 contains 18035 members 
Mstep: Class 7 contains 15003 members 
Mstep: Class 8 contains 84716 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47196 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 9641 members 
Mstep: Class 14 contains 144439 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 131619 members 
Mstep: Class 17 contains 57312 members 
Mstep: Class 18 contains 10584 members 
Mstep: Class 19 contains 101414 members 
Mstep: Class 20 contains 12476 members 
Mstep: Class 21 contains 144876 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 5620 members 
Mstep: Class 24 contains 3862 members 
Mstep: Class 25 contains 7644 members 
Mstep: Class 26 contains 10528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093544.000000 Penalty: 57975.621094
Iteration 198Q: 27 clusters Score -1.020935e+08 nChanged 1929
Entering ConstructFrom: 
Score: -102093544.000000 Penalty: 57975.621094
Entering ConstructFrom: 
Trying to split cluster 1 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -307418.843750 Penalty: 1277.217407
	Iteration 0F: 2 clusters Score -307418.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -304899.218750 Penalty: 2554.434814
	Iteration 0F: 3 clusters Score -304899.2 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -305466.968750 Penalty: 2554.434814
	Iteration 1F: 3 clusters Score -305467 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -305603.562500 Penalty: 2554.434814
	Iteration 2F: 3 clusters Score -305603.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -305678.500000 Penalty: 2554.434814
	Iteration 3Q: 3 clusters Score -305678.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -305732.906250 Penalty: 2554.434814
	Iteration 4Q: 3 clusters Score -305732.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -305761.281250 Penalty: 2554.434814
	Iteration 5Q: 3 clusters Score -305761.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -305786.000000 Penalty: 2554.434814
	Iteration 6Q: 3 clusters Score -305786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -305804.656250 Penalty: 2554.434814
	Iteration 7Q: 3 clusters Score -305804.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -305816.531250 Penalty: 2554.434814
	Iteration 8Q: 3 clusters Score -305816.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -305825.906250 Penalty: 2554.434814
	Iteration 9Q: 3 clusters Score -305825.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -305835.812500 Penalty: 2554.434814
	Iteration 10Q: 3 clusters Score -305835.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -305840.843750 Penalty: 2554.434814
	Iteration 11Q: 3 clusters Score -305840.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -305844.062500 Penalty: 2554.434814
	Iteration 12Q: 3 clusters Score -305844.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -305847.562500 Penalty: 2554.434814
	Iteration 13Q: 3 clusters Score -305847.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -305850.187500 Penalty: 2554.434814
	Iteration 14Q: 3 clusters Score -305850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -305851.781250 Penalty: 2554.434814
	Iteration 15Q: 3 clusters Score -305851.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -305853.656250 Penalty: 2554.434814
	Iteration 16Q: 3 clusters Score -305853.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -305855.250000 Penalty: 2554.434814
	Iteration 17Q: 3 clusters Score -305855.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -305857.593750 Penalty: 2554.434814
	Iteration 18Q: 3 clusters Score -305857.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -305858.500000 Penalty: 2554.434814
	Iteration 19Q: 3 clusters Score -305858.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -305859.718750 Penalty: 2554.434814
	Iteration 20F: 3 clusters Score -305859.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -305860.093750 Penalty: 2554.434814
	Iteration 21Q: 3 clusters Score -305860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -305860.812500 Penalty: 2554.434814
	Iteration 22Q: 3 clusters Score -305860.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -305861.812500 Penalty: 2554.434814
	Iteration 23Q: 3 clusters Score -305861.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -305862.000000 Penalty: 2554.434814
	Iteration 24Q: 3 clusters Score -305862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -305862.156250 Penalty: 2554.434814
	Iteration 25Q: 3 clusters Score -305862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -305862.156250 Penalty: 2554.434814
	Iteration 26F: 3 clusters Score -305862.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Entering Unmasked Estep 
Score: -4396286.000000 Penalty: 1720.758545
	Iteration 0F: 2 clusters Score -4396286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -4369669.000000 Penalty: 3441.517090
	Iteration 0F: 3 clusters Score -4369669 nChanged 18491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -4380294.500000 Penalty: 3441.517090
	Iteration 1F: 3 clusters Score -4380294 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -4380863.000000 Penalty: 3441.517090
	Iteration 2Q: 3 clusters Score -4380863 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4381504.000000 Penalty: 3441.517090
	Iteration 3Q: 3 clusters Score -4381504 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4382330.500000 Penalty: 3441.517090
	Iteration 4Q: 3 clusters Score -4382330 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -4383471.500000 Penalty: 3441.517090
	Iteration 5F: 3 clusters Score -4383472 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -4384915.000000 Penalty: 3441.517090
	Iteration 6F: 3 clusters Score -4384915 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -4386443.000000 Penalty: 3441.517090
	Iteration 7F: 3 clusters Score -4386443 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -4387787.000000 Penalty: 3441.517090
	Iteration 8F: 3 clusters Score -4387787 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -4388665.500000 Penalty: 3441.517090
	Iteration 9Q: 3 clusters Score -4388666 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -4389133.000000 Penalty: 3441.517090
	Iteration 10Q: 3 clusters Score -4389133 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -4389342.500000 Penalty: 3441.517090
	Iteration 11Q: 3 clusters Score -4389342 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -4389448.000000 Penalty: 3441.517090
	Iteration 12Q: 3 clusters Score -4389448 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -4389504.500000 Penalty: 3441.517090
	Iteration 13Q: 3 clusters Score -4389504 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -4389539.500000 Penalty: 3441.517090
	Iteration 14Q: 3 clusters Score -4389540 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -4389540.500000 Penalty: 3441.517090
	Iteration 15Q: 3 clusters Score -4389540 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -4389557.500000 Penalty: 3441.517090
	Iteration 16Q: 3 clusters Score -4389558 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -4389574.000000 Penalty: 3441.517090
	Iteration 17Q: 3 clusters Score -4389574 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4389594.500000 Penalty: 3441.517090
	Iteration 18Q: 3 clusters Score -4389594 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4389603.500000 Penalty: 3441.517090
	Iteration 19Q: 3 clusters Score -4389604 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -4389599.500000 Penalty: 3441.517090
	Iteration 20F: 3 clusters Score -4389600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -4389592.500000 Penalty: 3441.517090
	Iteration 21Q: 3 clusters Score -4389592 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4389612.000000 Penalty: 3441.517090
	Iteration 22Q: 3 clusters Score -4389612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4389611.500000 Penalty: 3441.517090
	Iteration 23Q: 3 clusters Score -4389612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -4389608.500000 Penalty: 3441.517090
	Iteration 24Q: 3 clusters Score -4389608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -4389613.500000 Penalty: 3441.517090
	Iteration 25Q: 3 clusters Score -4389614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -4389611.500000 Penalty: 3441.517090
	Iteration 26Q: 3 clusters Score -4389612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -4389616.000000 Penalty: 3441.517090
	Iteration 27Q: 3 clusters Score -4389616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -4389613.000000 Penalty: 3441.517090
	Iteration 28Q: 3 clusters Score -4389613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -4389609.000000 Penalty: 3441.517090
	Iteration 29Q: 3 clusters Score -4389609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -4389600.000000 Penalty: 3441.517090
	Iteration 30Q: 3 clusters Score -4389600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -4389610.000000 Penalty: 3441.517090
	Iteration 31Q: 3 clusters Score -4389610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -4389612.000000 Penalty: 3441.517090
	Iteration 32Q: 3 clusters Score -4389612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -4389612.500000 Penalty: 3441.517090
	Iteration 33Q: 3 clusters Score -4389612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -4389617.500000 Penalty: 3441.517090
	Iteration 34Q: 3 clusters Score -4389618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -4389613.000000 Penalty: 3441.517090
	Iteration 35Q: 3 clusters Score -4389613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -4389614.000000 Penalty: 3441.517090
	Iteration 36Q: 3 clusters Score -4389614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -4389611.500000 Penalty: 3441.517090
	Iteration 37Q: 3 clusters Score -4389612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -4389608.500000 Penalty: 3441.517090
	Iteration 38Q: 3 clusters Score -4389608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -4389615.000000 Penalty: 3441.517090
	Iteration 39Q: 3 clusters Score -4389615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -4389620.500000 Penalty: 3441.517090
	Iteration 40F: 3 clusters Score -4389620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -4389625.000000 Penalty: 3441.517090
	Iteration 41Q: 3 clusters Score -4389625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4389621.500000 Penalty: 3441.517090
	Iteration 42Q: 3 clusters Score -4389622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -4389621.000000 Penalty: 3441.517090
	Iteration 43Q: 3 clusters Score -4389621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -4389618.500000 Penalty: 3441.517090
	Iteration 44Q: 3 clusters Score -4389618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -4389623.000000 Penalty: 3441.517090
	Iteration 45Q: 3 clusters Score -4389623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -4389621.500000 Penalty: 3441.517090
	Iteration 46Q: 3 clusters Score -4389622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -4389625.000000 Penalty: 3441.517090
	Iteration 47Q: 3 clusters Score -4389625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -4389626.000000 Penalty: 3441.517090
	Iteration 48Q: 3 clusters Score -4389626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -4389620.000000 Penalty: 3441.517090
	Iteration 49Q: 3 clusters Score -4389620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -4389610.000000 Penalty: 3441.517090
	Iteration 50Q: 3 clusters Score -4389610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -4389604.000000 Penalty: 3441.517090
	Iteration 51Q: 3 clusters Score -4389604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -4389613.500000 Penalty: 3441.517090
	Iteration 52Q: 3 clusters Score -4389614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -4389608.000000 Penalty: 3441.517090
	Iteration 53Q: 3 clusters Score -4389608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -4389620.500000 Penalty: 3441.517090
	Iteration 54Q: 3 clusters Score -4389620 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -4389624.500000 Penalty: 3441.517090
	Iteration 55Q: 3 clusters Score -4389624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -4389645.000000 Penalty: 3441.517090
	Iteration 56Q: 3 clusters Score -4389645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -4389645.500000 Penalty: 3441.517090
	Iteration 57Q: 3 clusters Score -4389646 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -4389662.500000 Penalty: 3441.517090
	Iteration 58Q: 3 clusters Score -4389662 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -4389682.500000 Penalty: 3441.517090
	Iteration 59Q: 3 clusters Score -4389682 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -4389693.000000 Penalty: 3441.517090
	Iteration 60F: 3 clusters Score -4389693 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -4389699.000000 Penalty: 3441.517090
	Iteration 61Q: 3 clusters Score -4389699 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -4389722.500000 Penalty: 3441.517090
	Iteration 62Q: 3 clusters Score -4389722 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -4389733.000000 Penalty: 3441.517090
	Iteration 63Q: 3 clusters Score -4389733 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -4389756.000000 Penalty: 3441.517090
	Iteration 64Q: 3 clusters Score -4389756 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -4389779.000000 Penalty: 3441.517090
	Iteration 65Q: 3 clusters Score -4389779 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -4389835.500000 Penalty: 3441.517090
	Iteration 66Q: 3 clusters Score -4389836 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -4389942.500000 Penalty: 3441.517090
	Iteration 67Q: 3 clusters Score -4389942 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -4390223.500000 Penalty: 3441.517090
	Iteration 68Q: 3 clusters Score -4390224 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -4391090.000000 Penalty: 3441.517090
	Iteration 69Q: 3 clusters Score -4391090 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -4392375.000000 Penalty: 3441.517090
	Iteration 70Q: 3 clusters Score -4392375 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -4392965.000000 Penalty: 3441.517090
	Iteration 71Q: 3 clusters Score -4392965 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -4393197.500000 Penalty: 3441.517090
	Iteration 72Q: 3 clusters Score -4393198 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4393381.000000 Penalty: 3441.517090
	Iteration 73Q: 3 clusters Score -4393381 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4393553.000000 Penalty: 3441.517090
	Iteration 74Q: 3 clusters Score -4393553 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -4393710.500000 Penalty: 3441.517090
	Iteration 75Q: 3 clusters Score -4393710 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -4393876.000000 Penalty: 3441.517090
	Iteration 76Q: 3 clusters Score -4393876 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -4393975.500000 Penalty: 3441.517090
	Iteration 77Q: 3 clusters Score -4393976 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -4394087.500000 Penalty: 3441.517090
	Iteration 78Q: 3 clusters Score -4394088 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -4394156.500000 Penalty: 3441.517090
	Iteration 79Q: 3 clusters Score -4394156 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -4394212.500000 Penalty: 3441.517090
	Iteration 80F: 3 clusters Score -4394212 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -4394231.000000 Penalty: 3441.517090
	Iteration 81Q: 3 clusters Score -4394231 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -4394291.000000 Penalty: 3441.517090
	Iteration 82Q: 3 clusters Score -4394291 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -4394320.000000 Penalty: 3441.517090
	Iteration 83Q: 3 clusters Score -4394320 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4394357.500000 Penalty: 3441.517090
	Iteration 84Q: 3 clusters Score -4394358 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -4394399.500000 Penalty: 3441.517090
	Iteration 85Q: 3 clusters Score -4394400 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -4394424.000000 Penalty: 3441.517090
	Iteration 86Q: 3 clusters Score -4394424 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -4394427.500000 Penalty: 3441.517090
	Iteration 87Q: 3 clusters Score -4394428 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -4394450.000000 Penalty: 3441.517090
	Iteration 88Q: 3 clusters Score -4394450 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -4394459.500000 Penalty: 3441.517090
	Iteration 89Q: 3 clusters Score -4394460 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -4394483.000000 Penalty: 3441.517090
	Iteration 90Q: 3 clusters Score -4394483 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -4394488.000000 Penalty: 3441.517090
	Iteration 91Q: 3 clusters Score -4394488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4394500.500000 Penalty: 3441.517090
	Iteration 92Q: 3 clusters Score -4394500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -4394500.000000 Penalty: 3441.517090
	Iteration 93Q: 3 clusters Score -4394500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4394518.500000 Penalty: 3441.517090
	Iteration 94Q: 3 clusters Score -4394518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -4394534.500000 Penalty: 3441.517090
	Iteration 95Q: 3 clusters Score -4394534 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -4394546.000000 Penalty: 3441.517090
	Iteration 96Q: 3 clusters Score -4394546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -4394549.500000 Penalty: 3441.517090
	Iteration 97Q: 3 clusters Score -4394550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -4394551.500000 Penalty: 3441.517090
	Iteration 98Q: 3 clusters Score -4394552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -4394566.000000 Penalty: 3441.517090
	Iteration 99Q: 3 clusters Score -4394566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4394572.500000 Penalty: 3441.517090
	Iteration 100F: 3 clusters Score -4394572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -4394581.500000 Penalty: 3441.517090
	Iteration 101Q: 3 clusters Score -4394582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4394596.500000 Penalty: 3441.517090
	Iteration 102Q: 3 clusters Score -4394596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4394604.000000 Penalty: 3441.517090
	Iteration 103Q: 3 clusters Score -4394604 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4394608.000000 Penalty: 3441.517090
	Iteration 104Q: 3 clusters Score -4394608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4394604.500000 Penalty: 3441.517090
	Iteration 105Q: 3 clusters Score -4394604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -4394626.500000 Penalty: 3441.517090
	Iteration 106Q: 3 clusters Score -4394626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4394625.000000 Penalty: 3441.517090
	Iteration 107Q: 3 clusters Score -4394625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4394621.500000 Penalty: 3441.517090
	Iteration 108Q: 3 clusters Score -4394622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4394624.500000 Penalty: 3441.517090
	Iteration 109Q: 3 clusters Score -4394624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4394630.500000 Penalty: 3441.517090
	Iteration 110Q: 3 clusters Score -4394630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4394628.000000 Penalty: 3441.517090
	Iteration 111Q: 3 clusters Score -4394628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -4394624.500000 Penalty: 3441.517090
	Iteration 112Q: 3 clusters Score -4394624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4394628.500000 Penalty: 3441.517090
	Iteration 113Q: 3 clusters Score -4394628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4394637.500000 Penalty: 3441.517090
	Iteration 114Q: 3 clusters Score -4394638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4394649.000000 Penalty: 3441.517090
	Iteration 115Q: 3 clusters Score -4394649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4394639.500000 Penalty: 3441.517090
	Iteration 116Q: 3 clusters Score -4394640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4394647.500000 Penalty: 3441.517090
	Iteration 117Q: 3 clusters Score -4394648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4394642.500000 Penalty: 3441.517090
	Iteration 118Q: 3 clusters Score -4394642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4394641.000000 Penalty: 3441.517090
	Iteration 119Q: 3 clusters Score -4394641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4394644.500000 Penalty: 3441.517090
	Iteration 120F: 3 clusters Score -4394644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4394644.000000 Penalty: 3441.517090
	Iteration 121Q: 3 clusters Score -4394644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4394641.500000 Penalty: 3441.517090
	Iteration 122Q: 3 clusters Score -4394642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4394644.000000 Penalty: 3441.517090
	Iteration 123Q: 3 clusters Score -4394644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4394649.000000 Penalty: 3441.517090
	Iteration 124Q: 3 clusters Score -4394649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4394650.000000 Penalty: 3441.517090
	Iteration 125Q: 3 clusters Score -4394650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4394655.000000 Penalty: 3441.517090
	Iteration 126Q: 3 clusters Score -4394655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4394651.000000 Penalty: 3441.517090
	Iteration 127Q: 3 clusters Score -4394651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -4394652.000000 Penalty: 3441.517090
	Iteration 128Q: 3 clusters Score -4394652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4394655.500000 Penalty: 3441.517090
	Iteration 129Q: 3 clusters Score -4394656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4394655.000000 Penalty: 3441.517090
	Iteration 130Q: 3 clusters Score -4394655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4394659.000000 Penalty: 3441.517090
	Iteration 131Q: 3 clusters Score -4394659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4394665.000000 Penalty: 3441.517090
	Iteration 132Q: 3 clusters Score -4394665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4394664.000000 Penalty: 3441.517090
	Iteration 133Q: 3 clusters Score -4394664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -4394664.000000 Penalty: 3441.517090
	Iteration 134Q: 3 clusters Score -4394664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4394658.500000 Penalty: 3441.517090
	Iteration 135Q: 3 clusters Score -4394658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4394659.500000 Penalty: 3441.517090
	Iteration 136Q: 3 clusters Score -4394660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4394663.500000 Penalty: 3441.517090
	Iteration 137Q: 3 clusters Score -4394664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4394662.000000 Penalty: 3441.517090
	Iteration 138Q: 3 clusters Score -4394662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4394663.000000 Penalty: 3441.517090
	Iteration 139Q: 3 clusters Score -4394663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4394663.000000 Penalty: 3441.517090
	Iteration 140F: 3 clusters Score -4394663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -366035.906250 Penalty: 1320.943115
	Iteration 0F: 2 clusters Score -366035.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -363054.531250 Penalty: 2641.886230
	Iteration 0F: 3 clusters Score -363054.5 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -363807.531250 Penalty: 2641.886230
	Iteration 1F: 3 clusters Score -363807.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -363975.843750 Penalty: 2641.886230
	Iteration 2F: 3 clusters Score -363975.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -364116.718750 Penalty: 2641.886230
	Iteration 3F: 3 clusters Score -364116.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -364264.875000 Penalty: 2641.886230
	Iteration 4F: 3 clusters Score -364264.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -364392.250000 Penalty: 2641.886230
	Iteration 5Q: 3 clusters Score -364392.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -364503.031250 Penalty: 2641.886230
	Iteration 6Q: 3 clusters Score -364503 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -364625.250000 Penalty: 2641.886230
	Iteration 7Q: 3 clusters Score -364625.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -364751.500000 Penalty: 2641.886230
	Iteration 8Q: 3 clusters Score -364751.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -364845.843750 Penalty: 2641.886230
	Iteration 9Q: 3 clusters Score -364845.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -364925.187500 Penalty: 2641.886230
	Iteration 10Q: 3 clusters Score -364925.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -365007.468750 Penalty: 2641.886230
	Iteration 11Q: 3 clusters Score -365007.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -365056.062500 Penalty: 2641.886230
	Iteration 12Q: 3 clusters Score -365056.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -365106.968750 Penalty: 2641.886230
	Iteration 13Q: 3 clusters Score -365107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -365150.125000 Penalty: 2641.886230
	Iteration 14Q: 3 clusters Score -365150.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -365177.156250 Penalty: 2641.886230
	Iteration 15Q: 3 clusters Score -365177.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -365197.406250 Penalty: 2641.886230
	Iteration 16Q: 3 clusters Score -365197.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -365228.875000 Penalty: 2641.886230
	Iteration 17Q: 3 clusters Score -365228.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -365259.875000 Penalty: 2641.886230
	Iteration 18Q: 3 clusters Score -365259.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -365283.218750 Penalty: 2641.886230
	Iteration 19Q: 3 clusters Score -365283.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -365308.812500 Penalty: 2641.886230
	Iteration 20F: 3 clusters Score -365308.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -365326.656250 Penalty: 2641.886230
	Iteration 21Q: 3 clusters Score -365326.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -365337.218750 Penalty: 2641.886230
	Iteration 22Q: 3 clusters Score -365337.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -365347.593750 Penalty: 2641.886230
	Iteration 23Q: 3 clusters Score -365347.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -365355.125000 Penalty: 2641.886230
	Iteration 24Q: 3 clusters Score -365355.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -365369.750000 Penalty: 2641.886230
	Iteration 25Q: 3 clusters Score -365369.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -365379.906250 Penalty: 2641.886230
	Iteration 26Q: 3 clusters Score -365379.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -365387.843750 Penalty: 2641.886230
	Iteration 27Q: 3 clusters Score -365387.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -365396.531250 Penalty: 2641.886230
	Iteration 28Q: 3 clusters Score -365396.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -365403.812500 Penalty: 2641.886230
	Iteration 29Q: 3 clusters Score -365403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -365407.625000 Penalty: 2641.886230
	Iteration 30Q: 3 clusters Score -365407.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -365416.718750 Penalty: 2641.886230
	Iteration 31Q: 3 clusters Score -365416.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -365421.187500 Penalty: 2641.886230
	Iteration 32Q: 3 clusters Score -365421.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -365422.875000 Penalty: 2641.886230
	Iteration 33Q: 3 clusters Score -365422.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -365424.875000 Penalty: 2641.886230
	Iteration 34Q: 3 clusters Score -365424.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -365425.406250 Penalty: 2641.886230
	Iteration 35Q: 3 clusters Score -365425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -365425.406250 Penalty: 2641.886230
	Iteration 36F: 3 clusters Score -365425.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Entering Unmasked Estep 
Score: -596030.750000 Penalty: 1390.760620
	Iteration 0F: 2 clusters Score -596030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -591916.312500 Penalty: 2781.521240
	Iteration 0F: 3 clusters Score -591916.3 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -593214.625000 Penalty: 2781.521240
	Iteration 1F: 3 clusters Score -593214.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -593472.187500 Penalty: 2781.521240
	Iteration 2F: 3 clusters Score -593472.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -593651.562500 Penalty: 2781.521240
	Iteration 3F: 3 clusters Score -593651.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -593782.750000 Penalty: 2781.521240
	Iteration 4Q: 3 clusters Score -593782.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -593895.312500 Penalty: 2781.521240
	Iteration 5Q: 3 clusters Score -593895.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -594007.750000 Penalty: 2781.521240
	Iteration 6Q: 3 clusters Score -594007.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -594109.375000 Penalty: 2781.521240
	Iteration 7Q: 3 clusters Score -594109.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -594213.812500 Penalty: 2781.521240
	Iteration 8Q: 3 clusters Score -594213.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -594325.312500 Penalty: 2781.521240
	Iteration 9Q: 3 clusters Score -594325.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -594440.062500 Penalty: 2781.521240
	Iteration 10Q: 3 clusters Score -594440.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -594565.125000 Penalty: 2781.521240
	Iteration 11Q: 3 clusters Score -594565.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -594674.187500 Penalty: 2781.521240
	Iteration 12Q: 3 clusters Score -594674.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -594785.812500 Penalty: 2781.521240
	Iteration 13Q: 3 clusters Score -594785.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -594861.625000 Penalty: 2781.521240
	Iteration 14Q: 3 clusters Score -594861.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -594919.562500 Penalty: 2781.521240
	Iteration 15Q: 3 clusters Score -594919.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -594956.125000 Penalty: 2781.521240
	Iteration 16Q: 3 clusters Score -594956.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -594984.812500 Penalty: 2781.521240
	Iteration 17Q: 3 clusters Score -594984.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -595001.187500 Penalty: 2781.521240
	Iteration 18Q: 3 clusters Score -595001.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -595014.500000 Penalty: 2781.521240
	Iteration 19Q: 3 clusters Score -595014.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -595022.062500 Penalty: 2781.521240
	Iteration 20F: 3 clusters Score -595022.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -595028.187500 Penalty: 2781.521240
	Iteration 21Q: 3 clusters Score -595028.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -595033.750000 Penalty: 2781.521240
	Iteration 22Q: 3 clusters Score -595033.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -595036.625000 Penalty: 2781.521240
	Iteration 23Q: 3 clusters Score -595036.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -595040.687500 Penalty: 2781.521240
	Iteration 24Q: 3 clusters Score -595040.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -595043.375000 Penalty: 2781.521240
	Iteration 25Q: 3 clusters Score -595043.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -595045.000000 Penalty: 2781.521240
	Iteration 26Q: 3 clusters Score -595045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -595046.375000 Penalty: 2781.521240
	Iteration 27Q: 3 clusters Score -595046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -595047.125000 Penalty: 2781.521240
	Iteration 28Q: 3 clusters Score -595047.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -595047.125000 Penalty: 2781.521240
	Iteration 29F: 3 clusters Score -595047.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Entering Unmasked Estep 
Score: -4822280.000000 Penalty: 1727.794434
	Iteration 0F: 2 clusters Score -4822280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -4794558.500000 Penalty: 3455.588867
	Iteration 0F: 3 clusters Score -4794558 nChanged 19255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -4805145.000000 Penalty: 3455.588867
	Iteration 1F: 3 clusters Score -4805145 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -4805493.000000 Penalty: 3455.588867
	Iteration 2Q: 3 clusters Score -4805493 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -4805861.500000 Penalty: 3455.588867
	Iteration 3Q: 3 clusters Score -4805862 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -4806238.500000 Penalty: 3455.588867
	Iteration 4Q: 3 clusters Score -4806238 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -4806749.000000 Penalty: 3455.588867
	Iteration 5Q: 3 clusters Score -4806749 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -4807471.500000 Penalty: 3455.588867
	Iteration 6Q: 3 clusters Score -4807472 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -4808893.500000 Penalty: 3455.588867
	Iteration 7Q: 3 clusters Score -4808894 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -4811334.500000 Penalty: 3455.588867
	Iteration 8F: 3 clusters Score -4811334 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -4814648.000000 Penalty: 3455.588867
	Iteration 9F: 3 clusters Score -4814648 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -4817191.000000 Penalty: 3455.588867
	Iteration 10F: 3 clusters Score -4817191 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -4818606.000000 Penalty: 3455.588867
	Iteration 11Q: 3 clusters Score -4818606 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -4819414.000000 Penalty: 3455.588867
	Iteration 12Q: 3 clusters Score -4819414 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4819889.500000 Penalty: 3455.588867
	Iteration 13Q: 3 clusters Score -4819890 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -4820189.500000 Penalty: 3455.588867
	Iteration 14Q: 3 clusters Score -4820190 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -4820354.500000 Penalty: 3455.588867
	Iteration 15Q: 3 clusters Score -4820354 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -4820479.500000 Penalty: 3455.588867
	Iteration 16Q: 3 clusters Score -4820480 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -4820513.500000 Penalty: 3455.588867
	Iteration 17Q: 3 clusters Score -4820514 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -4820562.000000 Penalty: 3455.588867
	Iteration 18Q: 3 clusters Score -4820562 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -4820559.000000 Penalty: 3455.588867
	Iteration 19Q: 3 clusters Score -4820559 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -4820560.500000 Penalty: 3455.588867
	Iteration 20F: 3 clusters Score -4820560 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -4820566.000000 Penalty: 3455.588867
	Iteration 21Q: 3 clusters Score -4820566 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4820572.000000 Penalty: 3455.588867
	Iteration 22Q: 3 clusters Score -4820572 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -4820569.500000 Penalty: 3455.588867
	Iteration 23Q: 3 clusters Score -4820570 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -4820566.000000 Penalty: 3455.588867
	Iteration 24Q: 3 clusters Score -4820566 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -4820568.500000 Penalty: 3455.588867
	Iteration 25Q: 3 clusters Score -4820568 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -4820568.000000 Penalty: 3455.588867
	Iteration 26Q: 3 clusters Score -4820568 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -4820564.000000 Penalty: 3455.588867
	Iteration 27Q: 3 clusters Score -4820564 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4820576.000000 Penalty: 3455.588867
	Iteration 28Q: 3 clusters Score -4820576 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -4820574.000000 Penalty: 3455.588867
	Iteration 29Q: 3 clusters Score -4820574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -4820585.500000 Penalty: 3455.588867
	Iteration 30Q: 3 clusters Score -4820586 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -4820582.000000 Penalty: 3455.588867
	Iteration 31Q: 3 clusters Score -4820582 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -4820587.000000 Penalty: 3455.588867
	Iteration 32Q: 3 clusters Score -4820587 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -4820601.000000 Penalty: 3455.588867
	Iteration 33Q: 3 clusters Score -4820601 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -4820595.000000 Penalty: 3455.588867
	Iteration 34Q: 3 clusters Score -4820595 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -4820604.500000 Penalty: 3455.588867
	Iteration 35Q: 3 clusters Score -4820604 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -4820621.500000 Penalty: 3455.588867
	Iteration 36Q: 3 clusters Score -4820622 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4820603.500000 Penalty: 3455.588867
	Iteration 37Q: 3 clusters Score -4820604 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -4820601.500000 Penalty: 3455.588867
	Iteration 38Q: 3 clusters Score -4820602 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -4820608.000000 Penalty: 3455.588867
	Iteration 39Q: 3 clusters Score -4820608 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -4820605.000000 Penalty: 3455.588867
	Iteration 40F: 3 clusters Score -4820605 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -4820597.000000 Penalty: 3455.588867
	Iteration 41Q: 3 clusters Score -4820597 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -4820615.000000 Penalty: 3455.588867
	Iteration 42Q: 3 clusters Score -4820615 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -4820628.000000 Penalty: 3455.588867
	Iteration 43Q: 3 clusters Score -4820628 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -4820626.000000 Penalty: 3455.588867
	Iteration 44Q: 3 clusters Score -4820626 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4820625 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4820616 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -4820613.500000 Penalty: 3455.588867
	Iteration 47Q: 3 clusters Score -4820614 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4820618 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4820626 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4820628 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4820625 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4820615 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4820635 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4820643 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4820648 nChanged 117
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Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4820659 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4820672 nChanged 120
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Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4820664 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4820660 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4820662 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4820680 nChanged 85
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Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4820662 nChanged 83
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Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4820679 nChanged 87
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Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4820684 nChanged 96
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Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4820694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -4820701.500000 Penalty: 3455.588867
	Iteration 66Q: 3 clusters Score -4820702 nChanged 71
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Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4820710 nChanged 92
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Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4820714 nChanged 79
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Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4820722 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
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Entering Unmasked Estep 
Score: -4820716.500000 Penalty: 3455.588867
	Iteration 70Q: 3 clusters Score -4820716 nChanged 78
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Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4820716 nChanged 91
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Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4820702 nChanged 79
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Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4820706 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4820702 nChanged 77
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Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4820696 nChanged 87
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Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4820690 nChanged 91
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Mstep: Class 1 contains 29731 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4820698 nChanged 100
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Mstep: Class 1 contains 29831 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4820694 nChanged 108
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Mstep: Class 1 contains 29939 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4820693 nChanged 90
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Mstep: Class 1 contains 30029 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4820694 nChanged 89
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Mstep: Class 1 contains 30118 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4820709 nChanged 64
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4820717 nChanged 57
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Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4820728 nChanged 66
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Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 11159 members 
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	Iteration 84Q: 3 clusters Score -4820731 nChanged 57
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Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4820743 nChanged 50
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Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4820730 nChanged 40
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Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4820732 nChanged 47
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Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4820731 nChanged 40
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Mstep: Class 1 contains 30539 members 
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	Iteration 89Q: 3 clusters Score -4820742 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4820742 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4820733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4820734 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4820728 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 10772 members 
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	Iteration 94Q: 3 clusters Score -4820733 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30714 members 
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	Iteration 95Q: 3 clusters Score -4820724 nChanged 22
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Mstep: Class 1 contains 30736 members 
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	Iteration 96Q: 3 clusters Score -4820731 nChanged 16
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Mstep: Class 1 contains 30752 members 
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	Iteration 97Q: 3 clusters Score -4820731 nChanged 16
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Mstep: Class 1 contains 30768 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4820728 nChanged 20
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Mstep: Class 1 contains 30788 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4820734 nChanged 23
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Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4820733 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4820733 nChanged 19
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Mstep: Class 1 contains 30844 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4820730 nChanged 21
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Mstep: Class 1 contains 30865 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4820726 nChanged 25
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Mstep: Class 1 contains 30890 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4820729 nChanged 30
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Mstep: Class 1 contains 30920 members 
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	Iteration 105Q: 3 clusters Score -4820734 nChanged 29
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Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4820726 nChanged 37
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Mstep: Class 1 contains 30986 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4820734 nChanged 40
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Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -4820737.000000 Penalty: 3455.588867
	Iteration 108Q: 3 clusters Score -4820737 nChanged 34
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Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4820738 nChanged 29
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Mstep: Class 1 contains 31089 members 
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Entering Unmasked Estep 
Score: -4820741.500000 Penalty: 3455.588867
	Iteration 110Q: 3 clusters Score -4820742 nChanged 35
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Mstep: Class 1 contains 31124 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4820744 nChanged 32
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Mstep: Class 1 contains 31156 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4820748 nChanged 30
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Mstep: Class 1 contains 31186 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4820734 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4820734 nChanged 34
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Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4820742 nChanged 29
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Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4820741 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4820751 nChanged 23
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Mstep: Class 1 contains 31314 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4820750 nChanged 21
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	Iteration 119Q: 3 clusters Score -4820748 nChanged 20
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Mstep: Class 1 contains 31355 members 
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	Iteration 120F: 3 clusters Score -4820748 nChanged 18
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	Iteration 121Q: 3 clusters Score -4820748 nChanged 12
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4820744 nChanged 8
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4820746 nChanged 10
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	Iteration 124Q: 3 clusters Score -4820734 nChanged 5
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4820735 nChanged 8
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Mstep: Class 1 contains 31416 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4820740 nChanged 4
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	Iteration 127Q: 3 clusters Score -4820734 nChanged 2
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	Iteration 128Q: 3 clusters Score -4820736 nChanged 2
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Mstep: Class 1 contains 31424 members 
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	Iteration 129Q: 3 clusters Score -4820732 nChanged 3
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Mstep: Class 1 contains 31427 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4820734 nChanged 6
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	Iteration 131Q: 3 clusters Score -4820734 nChanged 6
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	Iteration 132Q: 3 clusters Score -4820738 nChanged 9
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4820730 nChanged 10
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	Iteration 134Q: 3 clusters Score -4820738 nChanged 7
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4820738 nChanged 6
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Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4820738 nChanged 5
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4820737 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -4820738.500000 Penalty: 3455.588867
	Iteration 138Q: 3 clusters Score -4820738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -4820741.000000 Penalty: 3455.588867
	Iteration 139Q: 3 clusters Score -4820741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -4820738.000000 Penalty: 3455.588867
	Iteration 140F: 3 clusters Score -4820738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -4820736.000000 Penalty: 3455.588867
	Iteration 141Q: 3 clusters Score -4820736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -4820737.000000 Penalty: 3455.588867
	Iteration 142Q: 3 clusters Score -4820737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -4820745.000000 Penalty: 3455.588867
	Iteration 143Q: 3 clusters Score -4820745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -4820744.500000 Penalty: 3455.588867
	Iteration 144Q: 3 clusters Score -4820744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -4820739.000000 Penalty: 3455.588867
	Iteration 145Q: 3 clusters Score -4820739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -4820733.500000 Penalty: 3455.588867
	Iteration 146Q: 3 clusters Score -4820734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -4820738.000000 Penalty: 3455.588867
	Iteration 147Q: 3 clusters Score -4820738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -4820743.000000 Penalty: 3455.588867
	Iteration 148Q: 3 clusters Score -4820743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -4820742.500000 Penalty: 3455.588867
	Iteration 149Q: 3 clusters Score -4820742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -4820742.000000 Penalty: 3455.588867
	Iteration 150Q: 3 clusters Score -4820742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -4820746.500000 Penalty: 3455.588867
	Iteration 151Q: 3 clusters Score -4820746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -4820748.500000 Penalty: 3455.588867
	Iteration 152Q: 3 clusters Score -4820748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -4820747.000000 Penalty: 3455.588867
	Iteration 153Q: 3 clusters Score -4820747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -4820738.000000 Penalty: 3455.588867
	Iteration 154Q: 3 clusters Score -4820738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -4820738.000000 Penalty: 3455.588867
	Iteration 155Q: 3 clusters Score -4820738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -4820735.000000 Penalty: 3455.588867
	Iteration 156Q: 3 clusters Score -4820735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -4820736.500000 Penalty: 3455.588867
	Iteration 157Q: 3 clusters Score -4820736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4820736.500000 Penalty: 3455.588867
	Iteration 158Q: 3 clusters Score -4820736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4820738.000000 Penalty: 3455.588867
	Iteration 159Q: 3 clusters Score -4820738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -4820740.500000 Penalty: 3455.588867
	Iteration 160F: 3 clusters Score -4820740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -4820742.500000 Penalty: 3455.588867
	Iteration 161Q: 3 clusters Score -4820742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4820744.000000 Penalty: 3455.588867
	Iteration 162Q: 3 clusters Score -4820744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4820744.000000 Penalty: 3455.588867
	Iteration 163F: 3 clusters Score -4820744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Entering Unmasked Estep 
Score: -2081973.125000 Penalty: 1592.529297
	Iteration 0F: 2 clusters Score -2081973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2069579.875000 Penalty: 3185.058594
	Iteration 0F: 3 clusters Score -2069580 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2073912.000000 Penalty: 3185.058594
	Iteration 1F: 3 clusters Score -2073912 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2074202.625000 Penalty: 3185.058594
	Iteration 2Q: 3 clusters Score -2074203 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2074428.875000 Penalty: 3185.058594
	Iteration 3Q: 3 clusters Score -2074429 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2074655.375000 Penalty: 3185.058594
	Iteration 4Q: 3 clusters Score -2074655 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2074936.625000 Penalty: 3185.058594
	Iteration 5Q: 3 clusters Score -2074937 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2075281.375000 Penalty: 3185.058594
	Iteration 6Q: 3 clusters Score -2075281 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2075732.750000 Penalty: 3185.058594
	Iteration 7Q: 3 clusters Score -2075733 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2076256.000000 Penalty: 3185.058594
	Iteration 8Q: 3 clusters Score -2076256 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2076907.375000 Penalty: 3185.058594
	Iteration 9F: 3 clusters Score -2076907 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2077611.625000 Penalty: 3185.058594
	Iteration 10F: 3 clusters Score -2077612 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2078128.125000 Penalty: 3185.058594
	Iteration 11F: 3 clusters Score -2078128 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2078431.000000 Penalty: 3185.058594
	Iteration 12Q: 3 clusters Score -2078431 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2078592.875000 Penalty: 3185.058594
	Iteration 13Q: 3 clusters Score -2078593 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2078697.500000 Penalty: 3185.058594
	Iteration 14Q: 3 clusters Score -2078698 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2078780.375000 Penalty: 3185.058594
	Iteration 15Q: 3 clusters Score -2078780 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2078843.000000 Penalty: 3185.058594
	Iteration 16Q: 3 clusters Score -2078843 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2078916.250000 Penalty: 3185.058594
	Iteration 17Q: 3 clusters Score -2078916 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2078966.750000 Penalty: 3185.058594
	Iteration 18Q: 3 clusters Score -2078967 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2079008.875000 Penalty: 3185.058594
	Iteration 19Q: 3 clusters Score -2079009 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2079046.125000 Penalty: 3185.058594
	Iteration 20F: 3 clusters Score -2079046 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2079088.250000 Penalty: 3185.058594
	Iteration 21Q: 3 clusters Score -2079088 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2079118.375000 Penalty: 3185.058594
	Iteration 22Q: 3 clusters Score -2079118 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2079142.625000 Penalty: 3185.058594
	Iteration 23Q: 3 clusters Score -2079143 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2079173.125000 Penalty: 3185.058594
	Iteration 24Q: 3 clusters Score -2079173 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2079192.625000 Penalty: 3185.058594
	Iteration 25Q: 3 clusters Score -2079193 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2079231.375000 Penalty: 3185.058594
	Iteration 26Q: 3 clusters Score -2079231 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2079256.000000 Penalty: 3185.058594
	Iteration 27Q: 3 clusters Score -2079256 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2079274.000000 Penalty: 3185.058594
	Iteration 28Q: 3 clusters Score -2079274 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2079295.625000 Penalty: 3185.058594
	Iteration 29Q: 3 clusters Score -2079296 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2079313.250000 Penalty: 3185.058594
	Iteration 30Q: 3 clusters Score -2079313 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2079331.500000 Penalty: 3185.058594
	Iteration 31Q: 3 clusters Score -2079332 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2079333.750000 Penalty: 3185.058594
	Iteration 32Q: 3 clusters Score -2079334 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2079343.000000 Penalty: 3185.058594
	Iteration 33Q: 3 clusters Score -2079343 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2079354.375000 Penalty: 3185.058594
	Iteration 34Q: 3 clusters Score -2079354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2079356.125000 Penalty: 3185.058594
	Iteration 35Q: 3 clusters Score -2079356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2079362.875000 Penalty: 3185.058594
	Iteration 36Q: 3 clusters Score -2079363 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2079373.500000 Penalty: 3185.058594
	Iteration 37Q: 3 clusters Score -2079374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2079377.125000 Penalty: 3185.058594
	Iteration 38Q: 3 clusters Score -2079377 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2079380.375000 Penalty: 3185.058594
	Iteration 39Q: 3 clusters Score -2079380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2079384.000000 Penalty: 3185.058594
	Iteration 40F: 3 clusters Score -2079384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2079388.625000 Penalty: 3185.058594
	Iteration 41Q: 3 clusters Score -2079389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2079396.000000 Penalty: 3185.058594
	Iteration 42Q: 3 clusters Score -2079396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2079398.375000 Penalty: 3185.058594
	Iteration 43Q: 3 clusters Score -2079398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2079410.750000 Penalty: 3185.058594
	Iteration 44Q: 3 clusters Score -2079411 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2079409.625000 Penalty: 3185.058594
	Iteration 45Q: 3 clusters Score -2079410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2079427.500000 Penalty: 3185.058594
	Iteration 46Q: 3 clusters Score -2079428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2079435.625000 Penalty: 3185.058594
	Iteration 47Q: 3 clusters Score -2079436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2079439.000000 Penalty: 3185.058594
	Iteration 48Q: 3 clusters Score -2079439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2079445.375000 Penalty: 3185.058594
	Iteration 49Q: 3 clusters Score -2079445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2079451.500000 Penalty: 3185.058594
	Iteration 50Q: 3 clusters Score -2079452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2079457.500000 Penalty: 3185.058594
	Iteration 51Q: 3 clusters Score -2079458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2079460.500000 Penalty: 3185.058594
	Iteration 52Q: 3 clusters Score -2079460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2079460.375000 Penalty: 3185.058594
	Iteration 53Q: 3 clusters Score -2079460 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2079471.125000 Penalty: 3185.058594
	Iteration 54Q: 3 clusters Score -2079471 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2079488.125000 Penalty: 3185.058594
	Iteration 55Q: 3 clusters Score -2079488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2079503.125000 Penalty: 3185.058594
	Iteration 56Q: 3 clusters Score -2079503 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2079520.125000 Penalty: 3185.058594
	Iteration 57Q: 3 clusters Score -2079520 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2079540.125000 Penalty: 3185.058594
	Iteration 58Q: 3 clusters Score -2079540 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2079559.125000 Penalty: 3185.058594
	Iteration 59Q: 3 clusters Score -2079559 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2079570.250000 Penalty: 3185.058594
	Iteration 60F: 3 clusters Score -2079570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2079592.500000 Penalty: 3185.058594
	Iteration 61Q: 3 clusters Score -2079592 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2079612.500000 Penalty: 3185.058594
	Iteration 62Q: 3 clusters Score -2079612 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2079621.125000 Penalty: 3185.058594
	Iteration 63Q: 3 clusters Score -2079621 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2079637.250000 Penalty: 3185.058594
	Iteration 64Q: 3 clusters Score -2079637 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2079645.875000 Penalty: 3185.058594
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Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 5825 members 
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Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 5737 members 
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Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 5643 members 
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Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 5556 members 
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Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 5476 members 
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Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 5405 members 
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Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 5342 members 
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Mstep: Class 1 contains 12768 members 
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Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 5183 members 
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Mstep: Class 1 contains 12933 members 
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Mstep: Class 2 contains 5041 members 
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Mstep: Class 2 contains 4892 members 
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Mstep: Class 1 contains 13417 members 
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Mstep: Class 2 contains 3890 members 
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	Iteration 146Q: 3 clusters Score -2080722 nChanged 17
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	Iteration 150Q: 3 clusters Score -2080741 nChanged 15
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	Iteration 151Q: 3 clusters Score -2080748 nChanged 19
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	Iteration 154Q: 3 clusters Score -2080764 nChanged 13
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	Iteration 155Q: 3 clusters Score -2080765 nChanged 11
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	Iteration 156Q: 3 clusters Score -2080772 nChanged 7
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	Iteration 157Q: 3 clusters Score -2080776 nChanged 6
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Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2080773.250000 Penalty: 3185.058594
	Iteration 158Q: 3 clusters Score -2080773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2080771.375000 Penalty: 3185.058594
	Iteration 159Q: 3 clusters Score -2080771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2080770.625000 Penalty: 3185.058594
	Iteration 160F: 3 clusters Score -2080771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2080774.750000 Penalty: 3185.058594
	Iteration 161Q: 3 clusters Score -2080775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2080771.750000 Penalty: 3185.058594
	Iteration 162Q: 3 clusters Score -2080772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2080774.750000 Penalty: 3185.058594
	Iteration 163Q: 3 clusters Score -2080775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2080774.500000 Penalty: 3185.058594
	Iteration 164Q: 3 clusters Score -2080774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2080779.375000 Penalty: 3185.058594
	Iteration 165Q: 3 clusters Score -2080779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2080782.875000 Penalty: 3185.058594
	Iteration 166Q: 3 clusters Score -2080783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2080779.375000 Penalty: 3185.058594
	Iteration 167Q: 3 clusters Score -2080779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2080780.375000 Penalty: 3185.058594
	Iteration 168Q: 3 clusters Score -2080780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2080780.375000 Penalty: 3185.058594
	Iteration 169F: 3 clusters Score -2080780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Entering Unmasked Estep 
Score: -1661577.000000 Penalty: 1562.600952
	Iteration 0F: 2 clusters Score -1661577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1651186.625000 Penalty: 3125.201904
	Iteration 0F: 3 clusters Score -1651187 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1654873.625000 Penalty: 3125.201904
	Iteration 1F: 3 clusters Score -1654874 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1655248.000000 Penalty: 3125.201904
	Iteration 2F: 3 clusters Score -1655248 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1655656.750000 Penalty: 3125.201904
	Iteration 3F: 3 clusters Score -1655657 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1656131.625000 Penalty: 3125.201904
	Iteration 4F: 3 clusters Score -1656132 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1656771.500000 Penalty: 3125.201904
	Iteration 5F: 3 clusters Score -1656772 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1657634.875000 Penalty: 3125.201904
	Iteration 6F: 3 clusters Score -1657635 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1658628.250000 Penalty: 3125.201904
	Iteration 7F: 3 clusters Score -1658628 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1659550.625000 Penalty: 3125.201904
	Iteration 8F: 3 clusters Score -1659551 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1660208.750000 Penalty: 3125.201904
	Iteration 9Q: 3 clusters Score -1660209 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1660506.875000 Penalty: 3125.201904
	Iteration 10Q: 3 clusters Score -1660507 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1660633.375000 Penalty: 3125.201904
	Iteration 11Q: 3 clusters Score -1660633 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1660683.250000 Penalty: 3125.201904
	Iteration 12Q: 3 clusters Score -1660683 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1660712.500000 Penalty: 3125.201904
	Iteration 13Q: 3 clusters Score -1660712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1660747.125000 Penalty: 3125.201904
	Iteration 14Q: 3 clusters Score -1660747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1660749.875000 Penalty: 3125.201904
	Iteration 15Q: 3 clusters Score -1660750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1660751.750000 Penalty: 3125.201904
	Iteration 16Q: 3 clusters Score -1660752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1660753.000000 Penalty: 3125.201904
	Iteration 17Q: 3 clusters Score -1660753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1660760.125000 Penalty: 3125.201904
	Iteration 18Q: 3 clusters Score -1660760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1660759.250000 Penalty: 3125.201904
	Iteration 19Q: 3 clusters Score -1660759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1660762.375000 Penalty: 3125.201904
	Iteration 20F: 3 clusters Score -1660762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1660769.250000 Penalty: 3125.201904
	Iteration 21Q: 3 clusters Score -1660769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1660770.625000 Penalty: 3125.201904
	Iteration 22Q: 3 clusters Score -1660771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1660775.000000 Penalty: 3125.201904
	Iteration 23Q: 3 clusters Score -1660775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1660775.750000 Penalty: 3125.201904
	Iteration 24Q: 3 clusters Score -1660776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1660775.750000 Penalty: 3125.201904
	Iteration 25F: 3 clusters Score -1660776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84726 members 
Entering Unmasked Estep 
Score: -9793409.000000 Penalty: 1843.916382
	Iteration 0F: 2 clusters Score -9793409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -9737241.000000 Penalty: 3687.832764
	Iteration 0F: 3 clusters Score -9737241 nChanged 40510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -9760397.000000 Penalty: 3687.832764
	Iteration 1F: 3 clusters Score -9760397 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -9761098.000000 Penalty: 3687.832764
	Iteration 2Q: 3 clusters Score -9761098 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -9761816.000000 Penalty: 3687.832764
	Iteration 3Q: 3 clusters Score -9761816 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -9762622.000000 Penalty: 3687.832764
	Iteration 4Q: 3 clusters Score -9762622 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -9763767.000000 Penalty: 3687.832764
	Iteration 5Q: 3 clusters Score -9763767 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -9765308.000000 Penalty: 3687.832764
	Iteration 6Q: 3 clusters Score -9765308 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -9767761.000000 Penalty: 3687.832764
	Iteration 7F: 3 clusters Score -9767761 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -9771498.000000 Penalty: 3687.832764
	Iteration 8F: 3 clusters Score -9771498 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -9776659.000000 Penalty: 3687.832764
	Iteration 9F: 3 clusters Score -9776659 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 73845 members 
Entering Unmasked Estep 
Score: -9782719.000000 Penalty: 3687.832764
	Iteration 10F: 3 clusters Score -9782719 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 79196 members 
Entering Unmasked Estep 
Score: -9787486.000000 Penalty: 3687.832764
	Iteration 11F: 3 clusters Score -9787486 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 82335 members 
Entering Unmasked Estep 
Score: -9790036.000000 Penalty: 3687.832764
	Iteration 12Q: 3 clusters Score -9790036 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -9791016.000000 Penalty: 3687.832764
	Iteration 13Q: 3 clusters Score -9791016 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -9791477.000000 Penalty: 3687.832764
	Iteration 14Q: 3 clusters Score -9791477 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -9791635.000000 Penalty: 3687.832764
	Iteration 15Q: 3 clusters Score -9791635 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 84382 members 
Entering Unmasked Estep 
Score: -9791701.000000 Penalty: 3687.832764
	Iteration 16Q: 3 clusters Score -9791701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -9791739.000000 Penalty: 3687.832764
	Iteration 17Q: 3 clusters Score -9791739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 84438 members 
Entering Unmasked Estep 
Score: -9791773.000000 Penalty: 3687.832764
	Iteration 18Q: 3 clusters Score -9791773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -9791789.000000 Penalty: 3687.832764
	Iteration 19Q: 3 clusters Score -9791789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 84456 members 
Entering Unmasked Estep 
Score: -9791800.000000 Penalty: 3687.832764
	Iteration 20F: 3 clusters Score -9791800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -9791810.000000 Penalty: 3687.832764
	Iteration 21Q: 3 clusters Score -9791810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -9791807.000000 Penalty: 3687.832764
	Iteration 22Q: 3 clusters Score -9791807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -9791811.000000 Penalty: 3687.832764
	Iteration 23Q: 3 clusters Score -9791811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -9791816.000000 Penalty: 3687.832764
	Iteration 24Q: 3 clusters Score -9791816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -9791816.000000 Penalty: 3687.832764
	Iteration 25Q: 3 clusters Score -9791816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -9791822.000000 Penalty: 3687.832764
	Iteration 26Q: 3 clusters Score -9791822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -9791819.000000 Penalty: 3687.832764
	Iteration 27Q: 3 clusters Score -9791819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -9791826.000000 Penalty: 3687.832764
	Iteration 28Q: 3 clusters Score -9791826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -9791826.000000 Penalty: 3687.832764
	Iteration 29F: 3 clusters Score -9791826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Entering Unmasked Estep 
Score: -397422.781250 Penalty: 1335.377686
	Iteration 0F: 2 clusters Score -397422.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -394406.218750 Penalty: 2670.755371
	Iteration 0F: 3 clusters Score -394406.2 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -395654.218750 Penalty: 2670.755371
	Iteration 1F: 3 clusters Score -395654.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -396187.500000 Penalty: 2670.755371
	Iteration 2F: 3 clusters Score -396187.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -396619.562500 Penalty: 2670.755371
	Iteration 3F: 3 clusters Score -396619.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -396888.750000 Penalty: 2670.755371
	Iteration 4F: 3 clusters Score -396888.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -397059.031250 Penalty: 2670.755371
	Iteration 5F: 3 clusters Score -397059 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -397163.531250 Penalty: 2670.755371
	Iteration 6Q: 3 clusters Score -397163.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -397227.156250 Penalty: 2670.755371
	Iteration 7Q: 3 clusters Score -397227.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -397258.218750 Penalty: 2670.755371
	Iteration 8Q: 3 clusters Score -397258.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -397275.000000 Penalty: 2670.755371
	Iteration 9Q: 3 clusters Score -397275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -397288.562500 Penalty: 2670.755371
	Iteration 10Q: 3 clusters Score -397288.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -397294.250000 Penalty: 2670.755371
	Iteration 11Q: 3 clusters Score -397294.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -397298.281250 Penalty: 2670.755371
	Iteration 12Q: 3 clusters Score -397298.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -397301.781250 Penalty: 2670.755371
	Iteration 13Q: 3 clusters Score -397301.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -397307.312500 Penalty: 2670.755371
	Iteration 14Q: 3 clusters Score -397307.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -397311.687500 Penalty: 2670.755371
	Iteration 15Q: 3 clusters Score -397311.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -397314.000000 Penalty: 2670.755371
	Iteration 16Q: 3 clusters Score -397314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -397314.750000 Penalty: 2670.755371
	Iteration 17Q: 3 clusters Score -397314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -397315.843750 Penalty: 2670.755371
	Iteration 18Q: 3 clusters Score -397315.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -397315.843750 Penalty: 2670.755371
	Iteration 19F: 3 clusters Score -397315.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Entering Unmasked Estep 
Score: -92796.062500 Penalty: 1107.184692
	Iteration 0F: 2 clusters Score -92796.06 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 450 members 
Entering Unmasked Estep 
Score: -91440.492188 Penalty: 2214.369385
	Iteration 0F: 3 clusters Score -91440.49 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91747.242188 Penalty: 2214.369385
	Iteration 1F: 3 clusters Score -91747.24 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91868.640625 Penalty: 2214.369385
	Iteration 2F: 3 clusters Score -91868.64 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91936.968750 Penalty: 2214.369385
	Iteration 3F: 3 clusters Score -91936.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -92021.562500 Penalty: 2214.369385
	Iteration 4Q: 3 clusters Score -92021.56 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92096.156250 Penalty: 2214.369385
	Iteration 5F: 3 clusters Score -92096.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92144.640625 Penalty: 2214.369385
	Iteration 6Q: 3 clusters Score -92144.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -92195.070312 Penalty: 2214.369385
	Iteration 7Q: 3 clusters Score -92195.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -92236.335938 Penalty: 2214.369385
	Iteration 8Q: 3 clusters Score -92236.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -92278.093750 Penalty: 2214.369385
	Iteration 9Q: 3 clusters Score -92278.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -92308.984375 Penalty: 2214.369385
	Iteration 10Q: 3 clusters Score -92308.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -92321.421875 Penalty: 2214.369385
	Iteration 11Q: 3 clusters Score -92321.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -92327.562500 Penalty: 2214.369385
	Iteration 12Q: 3 clusters Score -92327.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -92331.468750 Penalty: 2214.369385
	Iteration 13Q: 3 clusters Score -92331.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -92331.953125 Penalty: 2214.369385
	Iteration 14Q: 3 clusters Score -92331.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -92331.953125 Penalty: 2214.369385
	Iteration 15F: 3 clusters Score -92331.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Entering Unmasked Estep 
Score: -5413517.500000 Penalty: 1748.838989
	Iteration 0F: 2 clusters Score -5413518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -5381939.000000 Penalty: 3497.677979
	Iteration 0F: 3 clusters Score -5381939 nChanged 22106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -5394792.000000 Penalty: 3497.677979
	Iteration 1F: 3 clusters Score -5394792 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -5395443.500000 Penalty: 3497.677979
	Iteration 2Q: 3 clusters Score -5395444 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -5396238.000000 Penalty: 3497.677979
	Iteration 3Q: 3 clusters Score -5396238 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -5397249.500000 Penalty: 3497.677979
	Iteration 4Q: 3 clusters Score -5397250 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -5398532.000000 Penalty: 3497.677979
	Iteration 5Q: 3 clusters Score -5398532 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -5400126.500000 Penalty: 3497.677979
	Iteration 6F: 3 clusters Score -5400126 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -5402047.000000 Penalty: 3497.677979
	Iteration 7F: 3 clusters Score -5402047 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -5403856.000000 Penalty: 3497.677979
	Iteration 8F: 3 clusters Score -5403856 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -5405309.000000 Penalty: 3497.677979
	Iteration 9Q: 3 clusters Score -5405309 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -5406402.000000 Penalty: 3497.677979
	Iteration 10Q: 3 clusters Score -5406402 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -5407214.000000 Penalty: 3497.677979
	Iteration 11Q: 3 clusters Score -5407214 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -5407836.000000 Penalty: 3497.677979
	Iteration 12Q: 3 clusters Score -5407836 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -5408393.000000 Penalty: 3497.677979
	Iteration 13Q: 3 clusters Score -5408393 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -5408961.000000 Penalty: 3497.677979
	Iteration 14Q: 3 clusters Score -5408961 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -5409536.500000 Penalty: 3497.677979
	Iteration 15Q: 3 clusters Score -5409536 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -5410068.000000 Penalty: 3497.677979
	Iteration 16Q: 3 clusters Score -5410068 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -5410516.000000 Penalty: 3497.677979
	Iteration 17Q: 3 clusters Score -5410516 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -5410862.000000 Penalty: 3497.677979
	Iteration 18Q: 3 clusters Score -5410862 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -5411137.000000 Penalty: 3497.677979
	Iteration 19Q: 3 clusters Score -5411137 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -5411359.000000 Penalty: 3497.677979
	Iteration 20F: 3 clusters Score -5411359 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -5411531.500000 Penalty: 3497.677979
	Iteration 21Q: 3 clusters Score -5411532 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -5411694.000000 Penalty: 3497.677979
	Iteration 22Q: 3 clusters Score -5411694 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -5411801.000000 Penalty: 3497.677979
	Iteration 23Q: 3 clusters Score -5411801 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -5411908.000000 Penalty: 3497.677979
	Iteration 24Q: 3 clusters Score -5411908 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -5411946.000000 Penalty: 3497.677979
	Iteration 25Q: 3 clusters Score -5411946 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -5411997.000000 Penalty: 3497.677979
	Iteration 26Q: 3 clusters Score -5411997 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -5412036.000000 Penalty: 3497.677979
	Iteration 27Q: 3 clusters Score -5412036 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -5412069.000000 Penalty: 3497.677979
	Iteration 28Q: 3 clusters Score -5412069 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -5412094.500000 Penalty: 3497.677979
	Iteration 29Q: 3 clusters Score -5412094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -5412108.000000 Penalty: 3497.677979
	Iteration 30Q: 3 clusters Score -5412108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -5412126.500000 Penalty: 3497.677979
	Iteration 31Q: 3 clusters Score -5412126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -5412150.000000 Penalty: 3497.677979
	Iteration 32Q: 3 clusters Score -5412150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5412168.000000 Penalty: 3497.677979
	Iteration 33Q: 3 clusters Score -5412168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -5412183.000000 Penalty: 3497.677979
	Iteration 34Q: 3 clusters Score -5412183 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -5412203.000000 Penalty: 3497.677979
	Iteration 35Q: 3 clusters Score -5412203 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -5412214.000000 Penalty: 3497.677979
	Iteration 36Q: 3 clusters Score -5412214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -5412227.000000 Penalty: 3497.677979
	Iteration 37Q: 3 clusters Score -5412227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -5412234.500000 Penalty: 3497.677979
	Iteration 38Q: 3 clusters Score -5412234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -5412232.000000 Penalty: 3497.677979
	Iteration 39Q: 3 clusters Score -5412232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -5412239.500000 Penalty: 3497.677979
	Iteration 40F: 3 clusters Score -5412240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -5412247.000000 Penalty: 3497.677979
	Iteration 41Q: 3 clusters Score -5412247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -5412253.000000 Penalty: 3497.677979
	Iteration 42Q: 3 clusters Score -5412253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -5412256.000000 Penalty: 3497.677979
	Iteration 43Q: 3 clusters Score -5412256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -5412253.500000 Penalty: 3497.677979
	Iteration 44Q: 3 clusters Score -5412254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -5412249.500000 Penalty: 3497.677979
	Iteration 45Q: 3 clusters Score -5412250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -5412249.500000 Penalty: 3497.677979
	Iteration 46F: 3 clusters Score -5412250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -42233.410156 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -42233.41 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 211 members 
Entering Unmasked Estep 
Score: -41331.824219 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -41331.82 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41591.218750 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -41591.22 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41809.445312 Penalty: 1971.485229
	Iteration 2F: 3 clusters Score -41809.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42041.859375 Penalty: 1971.485229
	Iteration 3F: 3 clusters Score -42041.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42201.562500 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -42201.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42274.019531 Penalty: 1971.485229
	Iteration 5Q: 3 clusters Score -42274.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42296.398438 Penalty: 1971.485229
	Iteration 6Q: 3 clusters Score -42296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42297.367188 Penalty: 1971.485229
	Iteration 7Q: 3 clusters Score -42297.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42297.367188 Penalty: 1971.485229
	Iteration 8F: 3 clusters Score -42297.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 39707 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 41464 members 
Mstep: Class 6 contains 18037 members 
Mstep: Class 7 contains 15003 members 
Mstep: Class 8 contains 84726 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47197 members 
Mstep: Class 12 contains 191 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 144422 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 132222 members 
Mstep: Class 17 contains 57226 members 
Mstep: Class 18 contains 10581 members 
Mstep: Class 19 contains 101733 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 144913 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 5624 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 7659 members 
Mstep: Class 26 contains 10532 members 
Mstep: Class 27 contains 240 members 
Entering Unmasked Estep 
Score: -102092344.000000 Penalty: 60205.453125
Splitting cluster 12 changes total score from -102093544.000000 to -102092344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (9580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Entering Unmasked Estep 
Score: -1107862.875000 Penalty: 1489.707886
	Iteration 0F: 2 clusters Score -1107863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1100918.250000 Penalty: 2979.415771
	Iteration 0F: 3 clusters Score -1100918 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1103124.750000 Penalty: 2979.415771
	Iteration 1F: 3 clusters Score -1103125 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1103399.375000 Penalty: 2979.415771
	Iteration 2F: 3 clusters Score -1103399 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1103680.000000 Penalty: 2979.415771
	Iteration 3F: 3 clusters Score -1103680 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1104033.875000 Penalty: 2979.415771
	Iteration 4F: 3 clusters Score -1104034 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1104488.625000 Penalty: 2979.415771
	Iteration 5F: 3 clusters Score -1104489 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1105037.375000 Penalty: 2979.415771
	Iteration 6F: 3 clusters Score -1105037 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1105661.875000 Penalty: 2979.415771
	Iteration 7F: 3 clusters Score -1105662 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1106246.375000 Penalty: 2979.415771
	Iteration 8F: 3 clusters Score -1106246 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1106685.125000 Penalty: 2979.415771
	Iteration 9Q: 3 clusters Score -1106685 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1106916.875000 Penalty: 2979.415771
	Iteration 10Q: 3 clusters Score -1106917 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1107011.125000 Penalty: 2979.415771
	Iteration 11Q: 3 clusters Score -1107011 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1107038.375000 Penalty: 2979.415771
	Iteration 12Q: 3 clusters Score -1107038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1107052.250000 Penalty: 2979.415771
	Iteration 13Q: 3 clusters Score -1107052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1107057.000000 Penalty: 2979.415771
	Iteration 14Q: 3 clusters Score -1107057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1107063.375000 Penalty: 2979.415771
	Iteration 15Q: 3 clusters Score -1107063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1107067.875000 Penalty: 2979.415771
	Iteration 16Q: 3 clusters Score -1107068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1107069.125000 Penalty: 2979.415771
	Iteration 17Q: 3 clusters Score -1107069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1107071.500000 Penalty: 2979.415771
	Iteration 18Q: 3 clusters Score -1107072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1107071.875000 Penalty: 2979.415771
	Iteration 19Q: 3 clusters Score -1107072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1107075.625000 Penalty: 2979.415771
	Iteration 20F: 3 clusters Score -1107076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1107076.750000 Penalty: 2979.415771
	Iteration 21Q: 3 clusters Score -1107077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1107079.500000 Penalty: 2979.415771
	Iteration 22Q: 3 clusters Score -1107080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1107078.875000 Penalty: 2979.415771
	Iteration 23Q: 3 clusters Score -1107079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1107077.125000 Penalty: 2979.415771
	Iteration 24Q: 3 clusters Score -1107077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1107079.625000 Penalty: 2979.415771
	Iteration 25Q: 3 clusters Score -1107080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1107079.625000 Penalty: 2979.415771
	Iteration 26F: 3 clusters Score -1107080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (144422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144422 members 
Entering Unmasked Estep 
Score: -16329147.000000 Penalty: 1930.580444
	Iteration 0F: 2 clusters Score -1.632915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72285 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -16233336.000000 Penalty: 3861.160889
	Iteration 0F: 3 clusters Score -1.623334e+07 nChanged 69269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73034 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -16273382.000000 Penalty: 3861.160889
	Iteration 1F: 3 clusters Score -1.627338e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
Score: -16274123.000000 Penalty: 3861.160889
	Iteration 2Q: 3 clusters Score -1.627412e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 69996 members 
Entering Unmasked Estep 
Score: -16275036.000000 Penalty: 3861.160889
	Iteration 3Q: 3 clusters Score -1.627504e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75764 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -16276459.000000 Penalty: 3861.160889
	Iteration 4Q: 3 clusters Score -1.627646e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -16278156.000000 Penalty: 3861.160889
	Iteration 5Q: 3 clusters Score -1.627816e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -16281373.000000 Penalty: 3861.160889
	Iteration 6Q: 3 clusters Score -1.628137e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -16286068.000000 Penalty: 3861.160889
	Iteration 7F: 3 clusters Score -1.628607e+07 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91588 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -16292792.000000 Penalty: 3861.160889
	Iteration 8F: 3 clusters Score -1.629279e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97585 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -16300065.000000 Penalty: 3861.160889
	Iteration 9F: 3 clusters Score -1.630006e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102862 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -16305947.000000 Penalty: 3861.160889
	Iteration 10F: 3 clusters Score -1.630595e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107092 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -16309511.000000 Penalty: 3861.160889
	Iteration 11Q: 3 clusters Score -1.630951e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110774 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -16311690.000000 Penalty: 3861.160889
	Iteration 12Q: 3 clusters Score -1.631169e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114254 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -16313266.000000 Penalty: 3861.160889
	Iteration 13Q: 3 clusters Score -1.631327e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117697 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -16314884.000000 Penalty: 3861.160889
	Iteration 14Q: 3 clusters Score -1.631488e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121140 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -16316547.000000 Penalty: 3861.160889
	Iteration 15Q: 3 clusters Score -1.631655e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124542 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -16318302.000000 Penalty: 3861.160889
	Iteration 16Q: 3 clusters Score -1.63183e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127747 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -16320085.000000 Penalty: 3861.160889
	Iteration 17Q: 3 clusters Score -1.632008e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130739 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -16321852.000000 Penalty: 3861.160889
	Iteration 18Q: 3 clusters Score -1.632185e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133372 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -16323528.000000 Penalty: 3861.160889
	Iteration 19Q: 3 clusters Score -1.632353e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135575 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -16324852.000000 Penalty: 3861.160889
	Iteration 20F: 3 clusters Score -1.632485e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137356 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -16325923.000000 Penalty: 3861.160889
	Iteration 21Q: 3 clusters Score -1.632592e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138759 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -16326785.000000 Penalty: 3861.160889
	Iteration 22Q: 3 clusters Score -1.632678e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139762 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -16327278.000000 Penalty: 3861.160889
	Iteration 23Q: 3 clusters Score -1.632728e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140541 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -16327560.000000 Penalty: 3861.160889
	Iteration 24Q: 3 clusters Score -1.632756e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141123 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -16327866.000000 Penalty: 3861.160889
	Iteration 25Q: 3 clusters Score -1.632787e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141546 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -16327968.000000 Penalty: 3861.160889
	Iteration 26Q: 3 clusters Score -1.632797e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141810 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -16328052.000000 Penalty: 3861.160889
	Iteration 27Q: 3 clusters Score -1.632805e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142014 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -16328085.000000 Penalty: 3861.160889
	Iteration 28Q: 3 clusters Score -1.632808e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142164 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -16328134.000000 Penalty: 3861.160889
	Iteration 29Q: 3 clusters Score -1.632813e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142278 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -16328188.000000 Penalty: 3861.160889
	Iteration 30Q: 3 clusters Score -1.632819e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142359 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -16328201.000000 Penalty: 3861.160889
	Iteration 31Q: 3 clusters Score -1.63282e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142437 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -16328210.000000 Penalty: 3861.160889
	Iteration 32Q: 3 clusters Score -1.632821e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142503 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -16328226.000000 Penalty: 3861.160889
	Iteration 33Q: 3 clusters Score -1.632823e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142557 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -16328223.000000 Penalty: 3861.160889
	Iteration 34Q: 3 clusters Score -1.632822e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142596 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -16328271.000000 Penalty: 3861.160889
	Iteration 35Q: 3 clusters Score -1.632827e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142630 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -16328307.000000 Penalty: 3861.160889
	Iteration 36Q: 3 clusters Score -1.632831e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142664 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -16328321.000000 Penalty: 3861.160889
	Iteration 37Q: 3 clusters Score -1.632832e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142705 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -16328349.000000 Penalty: 3861.160889
	Iteration 38Q: 3 clusters Score -1.632835e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142723 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -16328353.000000 Penalty: 3861.160889
	Iteration 39Q: 3 clusters Score -1.632835e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142742 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -16328375.000000 Penalty: 3861.160889
	Iteration 40F: 3 clusters Score -1.632838e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142759 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -16328398.000000 Penalty: 3861.160889
	Iteration 41Q: 3 clusters Score -1.63284e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142790 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -16328447.000000 Penalty: 3861.160889
	Iteration 42Q: 3 clusters Score -1.632845e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -16328469.000000 Penalty: 3861.160889
	Iteration 43Q: 3 clusters Score -1.632847e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142806 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -16328477.000000 Penalty: 3861.160889
	Iteration 44Q: 3 clusters Score -1.632848e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142802 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -16328494.000000 Penalty: 3861.160889
	Iteration 45Q: 3 clusters Score -1.632849e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142805 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -16328498.000000 Penalty: 3861.160889
	Iteration 46Q: 3 clusters Score -1.63285e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142800 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -16328487.000000 Penalty: 3861.160889
	Iteration 47Q: 3 clusters Score -1.632849e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142800 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -16328489.000000 Penalty: 3861.160889
	Iteration 48Q: 3 clusters Score -1.632849e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142789 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -16328502.000000 Penalty: 3861.160889
	Iteration 49Q: 3 clusters Score -1.63285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142782 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -16328513.000000 Penalty: 3861.160889
	Iteration 50Q: 3 clusters Score -1.632851e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142773 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -16328512.000000 Penalty: 3861.160889
	Iteration 51Q: 3 clusters Score -1.632851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142769 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -16328511.000000 Penalty: 3861.160889
	Iteration 52Q: 3 clusters Score -1.632851e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142754 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -16328514.000000 Penalty: 3861.160889
	Iteration 53Q: 3 clusters Score -1.632851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142750 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -16328523.000000 Penalty: 3861.160889
	Iteration 54Q: 3 clusters Score -1.632852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142741 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -16328519.000000 Penalty: 3861.160889
	Iteration 55Q: 3 clusters Score -1.632852e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142729 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -16328520.000000 Penalty: 3861.160889
	Iteration 56Q: 3 clusters Score -1.632852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142723 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -16328535.000000 Penalty: 3861.160889
	Iteration 57Q: 3 clusters Score -1.632854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142718 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -16328539.000000 Penalty: 3861.160889
	Iteration 58Q: 3 clusters Score -1.632854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142710 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -16328542.000000 Penalty: 3861.160889
	Iteration 59Q: 3 clusters Score -1.632854e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142702 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -16328535.000000 Penalty: 3861.160889
	Iteration 60F: 3 clusters Score -1.632854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142697 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -16328540.000000 Penalty: 3861.160889
	Iteration 61Q: 3 clusters Score -1.632854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142697 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -16328534.000000 Penalty: 3861.160889
	Iteration 62Q: 3 clusters Score -1.632853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142691 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -16328524.000000 Penalty: 3861.160889
	Iteration 63Q: 3 clusters Score -1.632852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142690 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -16328508.000000 Penalty: 3861.160889
	Iteration 64Q: 3 clusters Score -1.632851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142691 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -16328521.000000 Penalty: 3861.160889
	Iteration 65Q: 3 clusters Score -1.632852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142690 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -16328521.000000 Penalty: 3861.160889
	Iteration 66Q: 3 clusters Score -1.632852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142690 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -16328526.000000 Penalty: 3861.160889
	Iteration 67Q: 3 clusters Score -1.632853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142689 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -16328529.000000 Penalty: 3861.160889
	Iteration 68Q: 3 clusters Score -1.632853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142689 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -16328529.000000 Penalty: 3861.160889
	Iteration 69F: 3 clusters Score -1.632853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Entering Unmasked Estep 
Score: -434956.031250 Penalty: 1339.319458
	Iteration 0F: 2 clusters Score -434956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -431747.250000 Penalty: 2678.638916
	Iteration 0F: 3 clusters Score -431747.2 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -432609.218750 Penalty: 2678.638916
	Iteration 1F: 3 clusters Score -432609.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -432793.156250 Penalty: 2678.638916
	Iteration 2F: 3 clusters Score -432793.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -432927.031250 Penalty: 2678.638916
	Iteration 3F: 3 clusters Score -432927 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -433026.000000 Penalty: 2678.638916
	Iteration 4Q: 3 clusters Score -433026 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -433104.187500 Penalty: 2678.638916
	Iteration 5Q: 3 clusters Score -433104.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -433181.937500 Penalty: 2678.638916
	Iteration 6Q: 3 clusters Score -433181.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -433252.281250 Penalty: 2678.638916
	Iteration 7Q: 3 clusters Score -433252.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -433327.531250 Penalty: 2678.638916
	Iteration 8Q: 3 clusters Score -433327.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -433402.000000 Penalty: 2678.638916
	Iteration 9Q: 3 clusters Score -433402 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -433482.500000 Penalty: 2678.638916
	Iteration 10Q: 3 clusters Score -433482.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -433539.093750 Penalty: 2678.638916
	Iteration 11Q: 3 clusters Score -433539.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -433580.406250 Penalty: 2678.638916
	Iteration 12Q: 3 clusters Score -433580.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -433628.687500 Penalty: 2678.638916
	Iteration 13Q: 3 clusters Score -433628.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -433671.375000 Penalty: 2678.638916
	Iteration 14Q: 3 clusters Score -433671.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -433719.500000 Penalty: 2678.638916
	Iteration 15Q: 3 clusters Score -433719.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -433756.687500 Penalty: 2678.638916
	Iteration 16Q: 3 clusters Score -433756.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -433794.218750 Penalty: 2678.638916
	Iteration 17Q: 3 clusters Score -433794.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -433821.687500 Penalty: 2678.638916
	Iteration 18Q: 3 clusters Score -433821.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -433840.812500 Penalty: 2678.638916
	Iteration 19Q: 3 clusters Score -433840.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -433856.062500 Penalty: 2678.638916
	Iteration 20F: 3 clusters Score -433856.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -433869.437500 Penalty: 2678.638916
	Iteration 21Q: 3 clusters Score -433869.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -433877.000000 Penalty: 2678.638916
	Iteration 22Q: 3 clusters Score -433877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -433887.062500 Penalty: 2678.638916
	Iteration 23Q: 3 clusters Score -433887.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -433898.125000 Penalty: 2678.638916
	Iteration 24Q: 3 clusters Score -433898.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -433904.218750 Penalty: 2678.638916
	Iteration 25Q: 3 clusters Score -433904.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -433907.093750 Penalty: 2678.638916
	Iteration 26Q: 3 clusters Score -433907.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -433913.218750 Penalty: 2678.638916
	Iteration 27Q: 3 clusters Score -433913.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -433924.812500 Penalty: 2678.638916
	Iteration 28Q: 3 clusters Score -433924.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -433932.312500 Penalty: 2678.638916
	Iteration 29Q: 3 clusters Score -433932.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -433935.218750 Penalty: 2678.638916
	Iteration 30Q: 3 clusters Score -433935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -433937.218750 Penalty: 2678.638916
	Iteration 31Q: 3 clusters Score -433937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -433938.343750 Penalty: 2678.638916
	Iteration 32Q: 3 clusters Score -433938.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -433939.375000 Penalty: 2678.638916
	Iteration 33Q: 3 clusters Score -433939.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -433940.593750 Penalty: 2678.638916
	Iteration 34Q: 3 clusters Score -433940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -433942.875000 Penalty: 2678.638916
	Iteration 35Q: 3 clusters Score -433942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -433945.281250 Penalty: 2678.638916
	Iteration 36Q: 3 clusters Score -433945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -433945.906250 Penalty: 2678.638916
	Iteration 37Q: 3 clusters Score -433945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -433946.656250 Penalty: 2678.638916
	Iteration 38Q: 3 clusters Score -433946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -433948.062500 Penalty: 2678.638916
	Iteration 39Q: 3 clusters Score -433948.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -433948.500000 Penalty: 2678.638916
	Iteration 40F: 3 clusters Score -433948.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -433950.031250 Penalty: 2678.638916
	Iteration 41Q: 3 clusters Score -433950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -433950.031250 Penalty: 2678.638916
	Iteration 42F: 3 clusters Score -433950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (132222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132222 members 
Entering Unmasked Estep 
Score: -15370602.000000 Penalty: 1916.238525
	Iteration 0F: 2 clusters Score -1.53706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -15289038.000000 Penalty: 3832.477051
	Iteration 0F: 3 clusters Score -1.528904e+07 nChanged 63757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 65268 members 
Entering Unmasked Estep 
Score: -15325977.000000 Penalty: 3832.477051
	Iteration 1F: 3 clusters Score -1.532598e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -15326559.000000 Penalty: 3832.477051
	Iteration 2Q: 3 clusters Score -1.532656e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67474 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
Score: -15327191.000000 Penalty: 3832.477051
	Iteration 3Q: 3 clusters Score -1.532719e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -15327730.000000 Penalty: 3832.477051
	Iteration 4Q: 3 clusters Score -1.532773e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -15328620.000000 Penalty: 3832.477051
	Iteration 5Q: 3 clusters Score -1.532862e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
Score: -15329661.000000 Penalty: 3832.477051
	Iteration 6Q: 3 clusters Score -1.532966e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71584 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -15331002.000000 Penalty: 3832.477051
	Iteration 7Q: 3 clusters Score -1.5331e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 58665 members 
Entering Unmasked Estep 
Score: -15332440.000000 Penalty: 3832.477051
	Iteration 8Q: 3 clusters Score -1.533244e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -15334064.000000 Penalty: 3832.477051
	Iteration 9Q: 3 clusters Score -1.533406e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79512 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -15335835.000000 Penalty: 3832.477051
	Iteration 10Q: 3 clusters Score -1.533584e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -15337593.000000 Penalty: 3832.477051
	Iteration 11Q: 3 clusters Score -1.533759e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88679 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -15339512.000000 Penalty: 3832.477051
	Iteration 12Q: 3 clusters Score -1.533951e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95050 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -15341821.000000 Penalty: 3832.477051
	Iteration 13F: 3 clusters Score -1.534182e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102448 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -15344670.000000 Penalty: 3832.477051
	Iteration 14F: 3 clusters Score -1.534467e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110055 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -15348768.000000 Penalty: 3832.477051
	Iteration 15F: 3 clusters Score -1.534877e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117070 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -15353749.000000 Penalty: 3832.477051
	Iteration 16F: 3 clusters Score -1.535375e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122909 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -15358618.000000 Penalty: 3832.477051
	Iteration 17Q: 3 clusters Score -1.535862e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127350 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -15363040.000000 Penalty: 3832.477051
	Iteration 18Q: 3 clusters Score -1.536304e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130228 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -15366370.000000 Penalty: 3832.477051
	Iteration 19Q: 3 clusters Score -1.536637e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131490 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -15367913.000000 Penalty: 3832.477051
	Iteration 20F: 3 clusters Score -1.536791e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131899 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -15368494.000000 Penalty: 3832.477051
	Iteration 21Q: 3 clusters Score -1.536849e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132002 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15368666.000000 Penalty: 3832.477051
	Iteration 22Q: 3 clusters Score -1.536867e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132028 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15368727.000000 Penalty: 3832.477051
	Iteration 23Q: 3 clusters Score -1.536873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132035 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15368745.000000 Penalty: 3832.477051
	Iteration 24Q: 3 clusters Score -1.536874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132045 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15368781.000000 Penalty: 3832.477051
	Iteration 25Q: 3 clusters Score -1.536878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132052 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15368793.000000 Penalty: 3832.477051
	Iteration 26Q: 3 clusters Score -1.536879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132054 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15368815.000000 Penalty: 3832.477051
	Iteration 27Q: 3 clusters Score -1.536882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132056 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15368818.000000 Penalty: 3832.477051
	Iteration 28Q: 3 clusters Score -1.536882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132056 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15368818.000000 Penalty: 3832.477051
	Iteration 29F: 3 clusters Score -1.536882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Entering Unmasked Estep 
Score: -6655006.500000 Penalty: 1780.149048
	Iteration 0F: 2 clusters Score -6655006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -6616754.000000 Penalty: 3560.298096
	Iteration 0F: 3 clusters Score -6616754 nChanged 26910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -6631672.500000 Penalty: 3560.298096
	Iteration 1F: 3 clusters Score -6631672 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -6632062.500000 Penalty: 3560.298096
	Iteration 2Q: 3 clusters Score -6632062 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -6632435.500000 Penalty: 3560.298096
	Iteration 3Q: 3 clusters Score -6632436 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -6632904.000000 Penalty: 3560.298096
	Iteration 4Q: 3 clusters Score -6632904 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -6633467.500000 Penalty: 3560.298096
	Iteration 5Q: 3 clusters Score -6633468 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -6634292.000000 Penalty: 3560.298096
	Iteration 6Q: 3 clusters Score -6634292 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -6635529.000000 Penalty: 3560.298096
	Iteration 7Q: 3 clusters Score -6635529 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -6637566.000000 Penalty: 3560.298096
	Iteration 8F: 3 clusters Score -6637566 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -6640437.000000 Penalty: 3560.298096
	Iteration 9F: 3 clusters Score -6640437 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -6643897.000000 Penalty: 3560.298096
	Iteration 10F: 3 clusters Score -6643897 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -6647037.000000 Penalty: 3560.298096
	Iteration 11F: 3 clusters Score -6647037 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -6649397.000000 Penalty: 3560.298096
	Iteration 12Q: 3 clusters Score -6649397 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -6651099.500000 Penalty: 3560.298096
	Iteration 13Q: 3 clusters Score -6651100 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -6652095.500000 Penalty: 3560.298096
	Iteration 14Q: 3 clusters Score -6652096 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -6652634.000000 Penalty: 3560.298096
	Iteration 15Q: 3 clusters Score -6652634 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -6652970.000000 Penalty: 3560.298096
	Iteration 16Q: 3 clusters Score -6652970 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -6653164.000000 Penalty: 3560.298096
	Iteration 17Q: 3 clusters Score -6653164 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -6653284.500000 Penalty: 3560.298096
	Iteration 18Q: 3 clusters Score -6653284 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -6653335.000000 Penalty: 3560.298096
	Iteration 19Q: 3 clusters Score -6653335 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -6653388.000000 Penalty: 3560.298096
	Iteration 20F: 3 clusters Score -6653388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -6653419.500000 Penalty: 3560.298096
	Iteration 21Q: 3 clusters Score -6653420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -6653439.500000 Penalty: 3560.298096
	Iteration 22Q: 3 clusters Score -6653440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -6653437.500000 Penalty: 3560.298096
	Iteration 23Q: 3 clusters Score -6653438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -6653443.000000 Penalty: 3560.298096
	Iteration 24Q: 3 clusters Score -6653443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -6653447.500000 Penalty: 3560.298096
	Iteration 25Q: 3 clusters Score -6653448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -6653451.000000 Penalty: 3560.298096
	Iteration 26Q: 3 clusters Score -6653451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -6653449.000000 Penalty: 3560.298096
	Iteration 27Q: 3 clusters Score -6653449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -6653451.000000 Penalty: 3560.298096
	Iteration 28Q: 3 clusters Score -6653451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -6653448.000000 Penalty: 3560.298096
	Iteration 29Q: 3 clusters Score -6653448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -6653449.500000 Penalty: 3560.298096
	Iteration 30Q: 3 clusters Score -6653450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -6653449.500000 Penalty: 3560.298096
	Iteration 31F: 3 clusters Score -6653450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Entering Unmasked Estep 
Score: -1206660.250000 Penalty: 1505.857422
	Iteration 0F: 2 clusters Score -1206660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1199128.750000 Penalty: 3011.714844
	Iteration 0F: 3 clusters Score -1199129 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1201716.000000 Penalty: 3011.714844
	Iteration 1F: 3 clusters Score -1201716 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1202055.250000 Penalty: 3011.714844
	Iteration 2F: 3 clusters Score -1202055 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1202420.000000 Penalty: 3011.714844
	Iteration 3F: 3 clusters Score -1202420 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1202875.000000 Penalty: 3011.714844
	Iteration 4F: 3 clusters Score -1202875 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1203373.625000 Penalty: 3011.714844
	Iteration 5F: 3 clusters Score -1203374 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1203916.000000 Penalty: 3011.714844
	Iteration 6F: 3 clusters Score -1203916 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1204429.750000 Penalty: 3011.714844
	Iteration 7F: 3 clusters Score -1204430 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1204824.875000 Penalty: 3011.714844
	Iteration 8Q: 3 clusters Score -1204825 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1205094.250000 Penalty: 3011.714844
	Iteration 9Q: 3 clusters Score -1205094 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1205288.250000 Penalty: 3011.714844
	Iteration 10Q: 3 clusters Score -1205288 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1205383.875000 Penalty: 3011.714844
	Iteration 11Q: 3 clusters Score -1205384 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1205430.375000 Penalty: 3011.714844
	Iteration 12Q: 3 clusters Score -1205430 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1205455.375000 Penalty: 3011.714844
	Iteration 13Q: 3 clusters Score -1205455 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1205468.750000 Penalty: 3011.714844
	Iteration 14Q: 3 clusters Score -1205469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1205478.750000 Penalty: 3011.714844
	Iteration 15Q: 3 clusters Score -1205479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1205484.500000 Penalty: 3011.714844
	Iteration 16Q: 3 clusters Score -1205484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1205487.375000 Penalty: 3011.714844
	Iteration 17Q: 3 clusters Score -1205487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1205494.250000 Penalty: 3011.714844
	Iteration 18Q: 3 clusters Score -1205494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1205495.375000 Penalty: 3011.714844
	Iteration 19Q: 3 clusters Score -1205495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1205498.625000 Penalty: 3011.714844
	Iteration 20F: 3 clusters Score -1205499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1205498.625000 Penalty: 3011.714844
	Iteration 21Q: 3 clusters Score -1205499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1205501.125000 Penalty: 3011.714844
	Iteration 22Q: 3 clusters Score -1205501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1205499.750000 Penalty: 3011.714844
	Iteration 23Q: 3 clusters Score -1205500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1205502.375000 Penalty: 3011.714844
	Iteration 24Q: 3 clusters Score -1205502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1205501.375000 Penalty: 3011.714844
	Iteration 25Q: 3 clusters Score -1205501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1205502.875000 Penalty: 3011.714844
	Iteration 26Q: 3 clusters Score -1205503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1205502.500000 Penalty: 3011.714844
	Iteration 27Q: 3 clusters Score -1205502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1205503.250000 Penalty: 3011.714844
	Iteration 28Q: 3 clusters Score -1205503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1205505.000000 Penalty: 3011.714844
	Iteration 29Q: 3 clusters Score -1205505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1205505.625000 Penalty: 3011.714844
	Iteration 30Q: 3 clusters Score -1205506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1205505.625000 Penalty: 3011.714844
	Iteration 31F: 3 clusters Score -1205506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101733 members 
Entering Unmasked Estep 
Score: -11839375.000000 Penalty: 1873.642456
	Iteration 0F: 2 clusters Score -1.183938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -11775491.000000 Penalty: 3747.284912
	Iteration 0F: 3 clusters Score -1.177549e+07 nChanged 48569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -11804424.000000 Penalty: 3747.284912
	Iteration 1F: 3 clusters Score -1.180442e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -11806185.000000 Penalty: 3747.284912
	Iteration 2Q: 3 clusters Score -1.180618e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -11809578.000000 Penalty: 3747.284912
	Iteration 3F: 3 clusters Score -1.180958e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -11815102.000000 Penalty: 3747.284912
	Iteration 4F: 3 clusters Score -1.18151e+07 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -11822367.000000 Penalty: 3747.284912
	Iteration 5F: 3 clusters Score -1.182237e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92818 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -11829606.000000 Penalty: 3747.284912
	Iteration 6F: 3 clusters Score -1.182961e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -11834375.000000 Penalty: 3747.284912
	Iteration 7F: 3 clusters Score -1.183438e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100754 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11836630.000000 Penalty: 3747.284912
	Iteration 8Q: 3 clusters Score -1.183663e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101450 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -11837409.000000 Penalty: 3747.284912
	Iteration 9Q: 3 clusters Score -1.183741e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101572 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11837557.000000 Penalty: 3747.284912
	Iteration 10Q: 3 clusters Score -1.183756e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101594 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11837631.000000 Penalty: 3747.284912
	Iteration 11Q: 3 clusters Score -1.183763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11837694.000000 Penalty: 3747.284912
	Iteration 12Q: 3 clusters Score -1.183769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11837705.000000 Penalty: 3747.284912
	Iteration 13Q: 3 clusters Score -1.18377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11837714.000000 Penalty: 3747.284912
	Iteration 14Q: 3 clusters Score -1.183771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101609 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11837728.000000 Penalty: 3747.284912
	Iteration 15Q: 3 clusters Score -1.183773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101610 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11837744.000000 Penalty: 3747.284912
	Iteration 16Q: 3 clusters Score -1.183774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11837740.000000 Penalty: 3747.284912
	Iteration 17Q: 3 clusters Score -1.183774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11837740.000000 Penalty: 3747.284912
	Iteration 18F: 3 clusters Score -1.183774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Entering Unmasked Estep 
Score: -1443819.125000 Penalty: 1532.707031
	Iteration 0F: 2 clusters Score -1443819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1435109.875000 Penalty: 3065.414062
	Iteration 0F: 3 clusters Score -1435110 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1437965.375000 Penalty: 3065.414062
	Iteration 1F: 3 clusters Score -1437965 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1438230.750000 Penalty: 3065.414062
	Iteration 2F: 3 clusters Score -1438231 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1438485.750000 Penalty: 3065.414062
	Iteration 3Q: 3 clusters Score -1438486 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1438733.250000 Penalty: 3065.414062
	Iteration 4Q: 3 clusters Score -1438733 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1438995.125000 Penalty: 3065.414062
	Iteration 5Q: 3 clusters Score -1438995 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1439289.500000 Penalty: 3065.414062
	Iteration 6Q: 3 clusters Score -1439290 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1439646.375000 Penalty: 3065.414062
	Iteration 7Q: 3 clusters Score -1439646 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1440113.125000 Penalty: 3065.414062
	Iteration 8F: 3 clusters Score -1440113 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1440603.625000 Penalty: 3065.414062
	Iteration 9F: 3 clusters Score -1440604 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1441148.125000 Penalty: 3065.414062
	Iteration 10Q: 3 clusters Score -1441148 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1441565.500000 Penalty: 3065.414062
	Iteration 11Q: 3 clusters Score -1441566 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1441813.500000 Penalty: 3065.414062
	Iteration 12Q: 3 clusters Score -1441814 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1441996.500000 Penalty: 3065.414062
	Iteration 13Q: 3 clusters Score -1441996 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1442128.000000 Penalty: 3065.414062
	Iteration 14Q: 3 clusters Score -1442128 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1442233.125000 Penalty: 3065.414062
	Iteration 15Q: 3 clusters Score -1442233 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1442284.875000 Penalty: 3065.414062
	Iteration 16Q: 3 clusters Score -1442285 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1442326.750000 Penalty: 3065.414062
	Iteration 17Q: 3 clusters Score -1442327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1442347.375000 Penalty: 3065.414062
	Iteration 18Q: 3 clusters Score -1442347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1442361.250000 Penalty: 3065.414062
	Iteration 19Q: 3 clusters Score -1442361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1442377.750000 Penalty: 3065.414062
	Iteration 20F: 3 clusters Score -1442378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1442393.375000 Penalty: 3065.414062
	Iteration 21Q: 3 clusters Score -1442393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1442402.125000 Penalty: 3065.414062
	Iteration 22Q: 3 clusters Score -1442402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1442408.125000 Penalty: 3065.414062
	Iteration 23Q: 3 clusters Score -1442408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1442416.125000 Penalty: 3065.414062
	Iteration 24Q: 3 clusters Score -1442416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1442422.750000 Penalty: 3065.414062
	Iteration 25Q: 3 clusters Score -1442423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1442430.250000 Penalty: 3065.414062
	Iteration 26Q: 3 clusters Score -1442430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1442439.375000 Penalty: 3065.414062
	Iteration 27Q: 3 clusters Score -1442439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1442446.125000 Penalty: 3065.414062
	Iteration 28Q: 3 clusters Score -1442446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1442451.250000 Penalty: 3065.414062
	Iteration 29Q: 3 clusters Score -1442451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1442458.500000 Penalty: 3065.414062
	Iteration 30Q: 3 clusters Score -1442458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1442461.125000 Penalty: 3065.414062
	Iteration 31Q: 3 clusters Score -1442461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1442462.875000 Penalty: 3065.414062
	Iteration 32Q: 3 clusters Score -1442463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1442465.625000 Penalty: 3065.414062
	Iteration 33Q: 3 clusters Score -1442466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1442468.500000 Penalty: 3065.414062
	Iteration 34Q: 3 clusters Score -1442468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1442475.000000 Penalty: 3065.414062
	Iteration 35Q: 3 clusters Score -1442475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1442481.000000 Penalty: 3065.414062
	Iteration 36Q: 3 clusters Score -1442481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1442487.125000 Penalty: 3065.414062
	Iteration 37Q: 3 clusters Score -1442487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1442491.250000 Penalty: 3065.414062
	Iteration 38Q: 3 clusters Score -1442491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1442502.625000 Penalty: 3065.414062
	Iteration 39Q: 3 clusters Score -1442503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1442506.625000 Penalty: 3065.414062
	Iteration 40F: 3 clusters Score -1442507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1442510.500000 Penalty: 3065.414062
	Iteration 41Q: 3 clusters Score -1442510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1442515.625000 Penalty: 3065.414062
	Iteration 42Q: 3 clusters Score -1442516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1442520.875000 Penalty: 3065.414062
	Iteration 43Q: 3 clusters Score -1442521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1442529.625000 Penalty: 3065.414062
	Iteration 44Q: 3 clusters Score -1442530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1442532.625000 Penalty: 3065.414062
	Iteration 45Q: 3 clusters Score -1442533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1442536.500000 Penalty: 3065.414062
	Iteration 46Q: 3 clusters Score -1442536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1442537.375000 Penalty: 3065.414062
	Iteration 47Q: 3 clusters Score -1442537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1442541.000000 Penalty: 3065.414062
	Iteration 48Q: 3 clusters Score -1442541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1442545.625000 Penalty: 3065.414062
	Iteration 49Q: 3 clusters Score -1442546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1442549.125000 Penalty: 3065.414062
	Iteration 50Q: 3 clusters Score -1442549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1442550.500000 Penalty: 3065.414062
	Iteration 51Q: 3 clusters Score -1442550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1442552.000000 Penalty: 3065.414062
	Iteration 52Q: 3 clusters Score -1442552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1442554.375000 Penalty: 3065.414062
	Iteration 53Q: 3 clusters Score -1442554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1442558.375000 Penalty: 3065.414062
	Iteration 54Q: 3 clusters Score -1442558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1442560.625000 Penalty: 3065.414062
	Iteration 55Q: 3 clusters Score -1442561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1442560.250000 Penalty: 3065.414062
	Iteration 56Q: 3 clusters Score -1442560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1442561.750000 Penalty: 3065.414062
	Iteration 57Q: 3 clusters Score -1442562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1442560.875000 Penalty: 3065.414062
	Iteration 58Q: 3 clusters Score -1442561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1442562.500000 Penalty: 3065.414062
	Iteration 59Q: 3 clusters Score -1442562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1442566.125000 Penalty: 3065.414062
	Iteration 60F: 3 clusters Score -1442566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1442567.250000 Penalty: 3065.414062
	Iteration 61Q: 3 clusters Score -1442567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1442571.875000 Penalty: 3065.414062
	Iteration 62Q: 3 clusters Score -1442572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1442571.875000 Penalty: 3065.414062
	Iteration 63F: 3 clusters Score -1442572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (144913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144913 members 
Entering Unmasked Estep 
Score: -16445209.000000 Penalty: 1931.131958
	Iteration 0F: 2 clusters Score -1.644521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -16350246.000000 Penalty: 3862.263916
	Iteration 0F: 3 clusters Score -1.635025e+07 nChanged 69515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76821 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -16390801.000000 Penalty: 3862.263916
	Iteration 1F: 3 clusters Score -1.63908e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79422 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -16391786.000000 Penalty: 3862.263916
	Iteration 2Q: 3 clusters Score -1.639179e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83668 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -16393607.000000 Penalty: 3862.263916
	Iteration 3Q: 3 clusters Score -1.639361e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -16396933.000000 Penalty: 3862.263916
	Iteration 4Q: 3 clusters Score -1.639693e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -16402842.000000 Penalty: 3862.263916
	Iteration 5F: 3 clusters Score -1.640284e+07 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110643 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -16411501.000000 Penalty: 3862.263916
	Iteration 6F: 3 clusters Score -1.64115e+07 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123058 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -16422287.000000 Penalty: 3862.263916
	Iteration 7F: 3 clusters Score -1.642229e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133645 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -16432537.000000 Penalty: 3862.263916
	Iteration 8F: 3 clusters Score -1.643254e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140355 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -16439247.000000 Penalty: 3862.263916
	Iteration 9Q: 3 clusters Score -1.643925e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143340 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -16442187.000000 Penalty: 3862.263916
	Iteration 10Q: 3 clusters Score -1.644219e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144324 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -16443079.000000 Penalty: 3862.263916
	Iteration 11Q: 3 clusters Score -1.644308e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144581 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -16443284.000000 Penalty: 3862.263916
	Iteration 12Q: 3 clusters Score -1.644328e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144653 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16443370.000000 Penalty: 3862.263916
	Iteration 13Q: 3 clusters Score -1.644337e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144678 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16443462.000000 Penalty: 3862.263916
	Iteration 14Q: 3 clusters Score -1.644346e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144678 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16443490.000000 Penalty: 3862.263916
	Iteration 15Q: 3 clusters Score -1.644349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144682 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -16443506.000000 Penalty: 3862.263916
	Iteration 16Q: 3 clusters Score -1.644351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144681 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16443534.000000 Penalty: 3862.263916
	Iteration 17Q: 3 clusters Score -1.644353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144680 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16443533.000000 Penalty: 3862.263916
	Iteration 18Q: 3 clusters Score -1.644353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144681 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16443536.000000 Penalty: 3862.263916
	Iteration 19Q: 3 clusters Score -1.644354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144684 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16443552.000000 Penalty: 3862.263916
	Iteration 20F: 3 clusters Score -1.644355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144681 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16443546.000000 Penalty: 3862.263916
	Iteration 21Q: 3 clusters Score -1.644355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144680 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16443543.000000 Penalty: 3862.263916
	Iteration 22Q: 3 clusters Score -1.644354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144680 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16443543.000000 Penalty: 3862.263916
	Iteration 23F: 3 clusters Score -1.644354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Entering Unmasked Estep 
Score: -422938.156250 Penalty: 1336.774658
	Iteration 0F: 2 clusters Score -422938.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -419723.531250 Penalty: 2673.549316
	Iteration 0F: 3 clusters Score -419723.5 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -420557.750000 Penalty: 2673.549316
	Iteration 1F: 3 clusters Score -420557.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -420753.250000 Penalty: 2673.549316
	Iteration 2F: 3 clusters Score -420753.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -420878.750000 Penalty: 2673.549316
	Iteration 3F: 3 clusters Score -420878.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -420966.625000 Penalty: 2673.549316
	Iteration 4Q: 3 clusters Score -420966.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -421015.656250 Penalty: 2673.549316
	Iteration 5Q: 3 clusters Score -421015.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -421066.187500 Penalty: 2673.549316
	Iteration 6Q: 3 clusters Score -421066.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -421116.218750 Penalty: 2673.549316
	Iteration 7Q: 3 clusters Score -421116.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -421171.156250 Penalty: 2673.549316
	Iteration 8Q: 3 clusters Score -421171.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -421225.312500 Penalty: 2673.549316
	Iteration 9Q: 3 clusters Score -421225.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -421257.375000 Penalty: 2673.549316
	Iteration 10Q: 3 clusters Score -421257.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -421281.500000 Penalty: 2673.549316
	Iteration 11Q: 3 clusters Score -421281.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -421300.593750 Penalty: 2673.549316
	Iteration 12Q: 3 clusters Score -421300.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -421326.750000 Penalty: 2673.549316
	Iteration 13Q: 3 clusters Score -421326.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -421342.500000 Penalty: 2673.549316
	Iteration 14Q: 3 clusters Score -421342.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -421355.531250 Penalty: 2673.549316
	Iteration 15Q: 3 clusters Score -421355.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -421376.312500 Penalty: 2673.549316
	Iteration 16Q: 3 clusters Score -421376.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -421399.968750 Penalty: 2673.549316
	Iteration 17Q: 3 clusters Score -421400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -421422.593750 Penalty: 2673.549316
	Iteration 18Q: 3 clusters Score -421422.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -421441.406250 Penalty: 2673.549316
	Iteration 19Q: 3 clusters Score -421441.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -421462.125000 Penalty: 2673.549316
	Iteration 20F: 3 clusters Score -421462.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -421480.000000 Penalty: 2673.549316
	Iteration 21Q: 3 clusters Score -421480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -421495.343750 Penalty: 2673.549316
	Iteration 22Q: 3 clusters Score -421495.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -421509.281250 Penalty: 2673.549316
	Iteration 23Q: 3 clusters Score -421509.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -421523.937500 Penalty: 2673.549316
	Iteration 24Q: 3 clusters Score -421523.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -421539.468750 Penalty: 2673.549316
	Iteration 25Q: 3 clusters Score -421539.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -421555.562500 Penalty: 2673.549316
	Iteration 26Q: 3 clusters Score -421555.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -421569.687500 Penalty: 2673.549316
	Iteration 27Q: 3 clusters Score -421569.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -421575.843750 Penalty: 2673.549316
	Iteration 28Q: 3 clusters Score -421575.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -421583.031250 Penalty: 2673.549316
	Iteration 29Q: 3 clusters Score -421583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -421589.625000 Penalty: 2673.549316
	Iteration 30Q: 3 clusters Score -421589.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -421598.218750 Penalty: 2673.549316
	Iteration 31Q: 3 clusters Score -421598.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -421604.625000 Penalty: 2673.549316
	Iteration 32Q: 3 clusters Score -421604.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -421611.937500 Penalty: 2673.549316
	Iteration 33Q: 3 clusters Score -421611.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -421617.156250 Penalty: 2673.549316
	Iteration 34Q: 3 clusters Score -421617.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -421622.000000 Penalty: 2673.549316
	Iteration 35Q: 3 clusters Score -421622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -421628.093750 Penalty: 2673.549316
	Iteration 36Q: 3 clusters Score -421628.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -421634.781250 Penalty: 2673.549316
	Iteration 37Q: 3 clusters Score -421634.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -421641.906250 Penalty: 2673.549316
	Iteration 38Q: 3 clusters Score -421641.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -421649.500000 Penalty: 2673.549316
	Iteration 39Q: 3 clusters Score -421649.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -421658.875000 Penalty: 2673.549316
	Iteration 40F: 3 clusters Score -421658.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -421666.625000 Penalty: 2673.549316
	Iteration 41Q: 3 clusters Score -421666.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -421674.812500 Penalty: 2673.549316
	Iteration 42Q: 3 clusters Score -421674.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -421681.843750 Penalty: 2673.549316
	Iteration 43Q: 3 clusters Score -421681.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -421689.968750 Penalty: 2673.549316
	Iteration 44Q: 3 clusters Score -421690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -421696.406250 Penalty: 2673.549316
	Iteration 45Q: 3 clusters Score -421696.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -421703.406250 Penalty: 2673.549316
	Iteration 46Q: 3 clusters Score -421703.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -421707.000000 Penalty: 2673.549316
	Iteration 47Q: 3 clusters Score -421707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -421711.156250 Penalty: 2673.549316
	Iteration 48Q: 3 clusters Score -421711.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -421717.562500 Penalty: 2673.549316
	Iteration 49Q: 3 clusters Score -421717.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -421723.500000 Penalty: 2673.549316
	Iteration 50Q: 3 clusters Score -421723.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -421733.562500 Penalty: 2673.549316
	Iteration 51Q: 3 clusters Score -421733.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -421749.156250 Penalty: 2673.549316
	Iteration 52Q: 3 clusters Score -421749.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -421764.687500 Penalty: 2673.549316
	Iteration 53Q: 3 clusters Score -421764.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -421776.062500 Penalty: 2673.549316
	Iteration 54Q: 3 clusters Score -421776.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -421784.250000 Penalty: 2673.549316
	Iteration 55Q: 3 clusters Score -421784.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -421795.156250 Penalty: 2673.549316
	Iteration 56Q: 3 clusters Score -421795.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -421805.156250 Penalty: 2673.549316
	Iteration 57Q: 3 clusters Score -421805.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -421813.875000 Penalty: 2673.549316
	Iteration 58Q: 3 clusters Score -421813.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -421822.593750 Penalty: 2673.549316
	Iteration 59Q: 3 clusters Score -421822.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -421830.906250 Penalty: 2673.549316
	Iteration 60F: 3 clusters Score -421830.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -421839.125000 Penalty: 2673.549316
	Iteration 61Q: 3 clusters Score -421839.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -421842.468750 Penalty: 2673.549316
	Iteration 62Q: 3 clusters Score -421842.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -421845.843750 Penalty: 2673.549316
	Iteration 63Q: 3 clusters Score -421845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -421846.343750 Penalty: 2673.549316
	Iteration 64Q: 3 clusters Score -421846.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -421847.843750 Penalty: 2673.549316
	Iteration 65Q: 3 clusters Score -421847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -421848.156250 Penalty: 2673.549316
	Iteration 66Q: 3 clusters Score -421848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -421849.187500 Penalty: 2673.549316
	Iteration 67Q: 3 clusters Score -421849.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -421849.812500 Penalty: 2673.549316
	Iteration 68Q: 3 clusters Score -421849.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -421852.875000 Penalty: 2673.549316
	Iteration 69Q: 3 clusters Score -421852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -421855.843750 Penalty: 2673.549316
	Iteration 70Q: 3 clusters Score -421855.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -421858.843750 Penalty: 2673.549316
	Iteration 71Q: 3 clusters Score -421858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -421859.218750 Penalty: 2673.549316
	Iteration 72Q: 3 clusters Score -421859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -421860.906250 Penalty: 2673.549316
	Iteration 73Q: 3 clusters Score -421860.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -421861.281250 Penalty: 2673.549316
	Iteration 74Q: 3 clusters Score -421861.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -421861.093750 Penalty: 2673.549316
	Iteration 75Q: 3 clusters Score -421861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -421861.093750 Penalty: 2673.549316
	Iteration 76F: 3 clusters Score -421861.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Entering Unmasked Estep 
Score: -649963.437500 Penalty: 1403.154663
	Iteration 0F: 2 clusters Score -649963.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -645593.187500 Penalty: 2806.309326
	Iteration 0F: 3 clusters Score -645593.2 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -646863.625000 Penalty: 2806.309326
	Iteration 1F: 3 clusters Score -646863.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -647024.500000 Penalty: 2806.309326
	Iteration 2F: 3 clusters Score -647024.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -647156.562500 Penalty: 2806.309326
	Iteration 3Q: 3 clusters Score -647156.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -647273.000000 Penalty: 2806.309326
	Iteration 4Q: 3 clusters Score -647273 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -647403.750000 Penalty: 2806.309326
	Iteration 5Q: 3 clusters Score -647403.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -647530.437500 Penalty: 2806.309326
	Iteration 6Q: 3 clusters Score -647530.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -647675.375000 Penalty: 2806.309326
	Iteration 7Q: 3 clusters Score -647675.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -647818.687500 Penalty: 2806.309326
	Iteration 8Q: 3 clusters Score -647818.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -647995.000000 Penalty: 2806.309326
	Iteration 9Q: 3 clusters Score -647995 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -648173.875000 Penalty: 2806.309326
	Iteration 10Q: 3 clusters Score -648173.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -648342.625000 Penalty: 2806.309326
	Iteration 11Q: 3 clusters Score -648342.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -648469.562500 Penalty: 2806.309326
	Iteration 12Q: 3 clusters Score -648469.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -648555.937500 Penalty: 2806.309326
	Iteration 13Q: 3 clusters Score -648555.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -648615.937500 Penalty: 2806.309326
	Iteration 14Q: 3 clusters Score -648615.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -648652.562500 Penalty: 2806.309326
	Iteration 15Q: 3 clusters Score -648652.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -648685.125000 Penalty: 2806.309326
	Iteration 16Q: 3 clusters Score -648685.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -648711.250000 Penalty: 2806.309326
	Iteration 17Q: 3 clusters Score -648711.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -648730.750000 Penalty: 2806.309326
	Iteration 18Q: 3 clusters Score -648730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -648737.625000 Penalty: 2806.309326
	Iteration 19Q: 3 clusters Score -648737.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -648744.750000 Penalty: 2806.309326
	Iteration 20F: 3 clusters Score -648744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -648744.812500 Penalty: 2806.309326
	Iteration 21Q: 3 clusters Score -648744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -648746.187500 Penalty: 2806.309326
	Iteration 22Q: 3 clusters Score -648746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -648746.125000 Penalty: 2806.309326
	Iteration 23Q: 3 clusters Score -648746.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -648747.312500 Penalty: 2806.309326
	Iteration 24Q: 3 clusters Score -648747.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -648748.250000 Penalty: 2806.309326
	Iteration 25Q: 3 clusters Score -648748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -648749.062500 Penalty: 2806.309326
	Iteration 26Q: 3 clusters Score -648749.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -648750.812500 Penalty: 2806.309326
	Iteration 27Q: 3 clusters Score -648750.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -648750.812500 Penalty: 2806.309326
	Iteration 28F: 3 clusters Score -648750.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Entering Unmasked Estep 
Score: -448071.843750 Penalty: 1342.035767
	Iteration 0F: 2 clusters Score -448071.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -444775.812500 Penalty: 2684.071533
	Iteration 0F: 3 clusters Score -444775.8 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -445698.218750 Penalty: 2684.071533
	Iteration 1F: 3 clusters Score -445698.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -445877.375000 Penalty: 2684.071533
	Iteration 2F: 3 clusters Score -445877.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -445985.375000 Penalty: 2684.071533
	Iteration 3F: 3 clusters Score -445985.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -446069.000000 Penalty: 2684.071533
	Iteration 4Q: 3 clusters Score -446069 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -446126.937500 Penalty: 2684.071533
	Iteration 5Q: 3 clusters Score -446126.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -446177.593750 Penalty: 2684.071533
	Iteration 6Q: 3 clusters Score -446177.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -446217.656250 Penalty: 2684.071533
	Iteration 7Q: 3 clusters Score -446217.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -446258.937500 Penalty: 2684.071533
	Iteration 8Q: 3 clusters Score -446258.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -446298.281250 Penalty: 2684.071533
	Iteration 9Q: 3 clusters Score -446298.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -446354.843750 Penalty: 2684.071533
	Iteration 10Q: 3 clusters Score -446354.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -446414.343750 Penalty: 2684.071533
	Iteration 11Q: 3 clusters Score -446414.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -446476.031250 Penalty: 2684.071533
	Iteration 12Q: 3 clusters Score -446476 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -446543.218750 Penalty: 2684.071533
	Iteration 13Q: 3 clusters Score -446543.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -446616.156250 Penalty: 2684.071533
	Iteration 14Q: 3 clusters Score -446616.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -446679.125000 Penalty: 2684.071533
	Iteration 15Q: 3 clusters Score -446679.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -446735.687500 Penalty: 2684.071533
	Iteration 16Q: 3 clusters Score -446735.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -446779.062500 Penalty: 2684.071533
	Iteration 17Q: 3 clusters Score -446779.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -446819.218750 Penalty: 2684.071533
	Iteration 18Q: 3 clusters Score -446819.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -446847.593750 Penalty: 2684.071533
	Iteration 19Q: 3 clusters Score -446847.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -446861.531250 Penalty: 2684.071533
	Iteration 20F: 3 clusters Score -446861.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -446871.500000 Penalty: 2684.071533
	Iteration 21Q: 3 clusters Score -446871.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -446877.843750 Penalty: 2684.071533
	Iteration 22Q: 3 clusters Score -446877.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -446881.250000 Penalty: 2684.071533
	Iteration 23Q: 3 clusters Score -446881.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -446886.281250 Penalty: 2684.071533
	Iteration 24Q: 3 clusters Score -446886.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -446894.281250 Penalty: 2684.071533
	Iteration 25Q: 3 clusters Score -446894.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -446902.656250 Penalty: 2684.071533
	Iteration 26Q: 3 clusters Score -446902.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -446910.906250 Penalty: 2684.071533
	Iteration 27Q: 3 clusters Score -446910.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -446914.062500 Penalty: 2684.071533
	Iteration 28Q: 3 clusters Score -446914.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -446919.687500 Penalty: 2684.071533
	Iteration 29Q: 3 clusters Score -446919.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -446924.312500 Penalty: 2684.071533
	Iteration 30Q: 3 clusters Score -446924.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -446928.500000 Penalty: 2684.071533
	Iteration 31Q: 3 clusters Score -446928.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -446933.718750 Penalty: 2684.071533
	Iteration 32Q: 3 clusters Score -446933.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -446940.125000 Penalty: 2684.071533
	Iteration 33Q: 3 clusters Score -446940.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -446945.406250 Penalty: 2684.071533
	Iteration 34Q: 3 clusters Score -446945.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -446951.500000 Penalty: 2684.071533
	Iteration 35Q: 3 clusters Score -446951.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -446955.531250 Penalty: 2684.071533
	Iteration 36Q: 3 clusters Score -446955.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -446958.968750 Penalty: 2684.071533
	Iteration 37Q: 3 clusters Score -446959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -446962.312500 Penalty: 2684.071533
	Iteration 38Q: 3 clusters Score -446962.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -446967.156250 Penalty: 2684.071533
	Iteration 39Q: 3 clusters Score -446967.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -446972.750000 Penalty: 2684.071533
	Iteration 40F: 3 clusters Score -446972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -446973.406250 Penalty: 2684.071533
	Iteration 41Q: 3 clusters Score -446973.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -446974.125000 Penalty: 2684.071533
	Iteration 42Q: 3 clusters Score -446974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -446974.593750 Penalty: 2684.071533
	Iteration 43Q: 3 clusters Score -446974.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -446975.718750 Penalty: 2684.071533
	Iteration 44Q: 3 clusters Score -446975.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -446975.343750 Penalty: 2684.071533
	Iteration 45Q: 3 clusters Score -446975.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -446975.062500 Penalty: 2684.071533
	Iteration 46Q: 3 clusters Score -446975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -446975.062500 Penalty: 2684.071533
	Iteration 47F: 3 clusters Score -446975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Entering Unmasked Estep 
Score: -889191.750000 Penalty: 1453.340942
	Iteration 0F: 2 clusters Score -889191.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -883521.937500 Penalty: 2906.681885
	Iteration 0F: 3 clusters Score -883521.9 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -885271.562500 Penalty: 2906.681885
	Iteration 1F: 3 clusters Score -885271.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -885481.625000 Penalty: 2906.681885
	Iteration 2F: 3 clusters Score -885481.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -885674.562500 Penalty: 2906.681885
	Iteration 3Q: 3 clusters Score -885674.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -885893.250000 Penalty: 2906.681885
	Iteration 4Q: 3 clusters Score -885893.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -886128.625000 Penalty: 2906.681885
	Iteration 5Q: 3 clusters Score -886128.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -886378.875000 Penalty: 2906.681885
	Iteration 6Q: 3 clusters Score -886378.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -886662.000000 Penalty: 2906.681885
	Iteration 7F: 3 clusters Score -886662 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -886995.875000 Penalty: 2906.681885
	Iteration 8F: 3 clusters Score -886995.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -887335.375000 Penalty: 2906.681885
	Iteration 9F: 3 clusters Score -887335.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -887662.500000 Penalty: 2906.681885
	Iteration 10F: 3 clusters Score -887662.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -887940.125000 Penalty: 2906.681885
	Iteration 11Q: 3 clusters Score -887940.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -888135.062500 Penalty: 2906.681885
	Iteration 12Q: 3 clusters Score -888135.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -888243.687500 Penalty: 2906.681885
	Iteration 13Q: 3 clusters Score -888243.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -888301.000000 Penalty: 2906.681885
	Iteration 14Q: 3 clusters Score -888301 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -888327.687500 Penalty: 2906.681885
	Iteration 15Q: 3 clusters Score -888327.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -888342.625000 Penalty: 2906.681885
	Iteration 16Q: 3 clusters Score -888342.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -888353.812500 Penalty: 2906.681885
	Iteration 17Q: 3 clusters Score -888353.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -888361.125000 Penalty: 2906.681885
	Iteration 18Q: 3 clusters Score -888361.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -888364.562500 Penalty: 2906.681885
	Iteration 19Q: 3 clusters Score -888364.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -888364.625000 Penalty: 2906.681885
	Iteration 20F: 3 clusters Score -888364.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -888367.625000 Penalty: 2906.681885
	Iteration 21Q: 3 clusters Score -888367.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -888370.687500 Penalty: 2906.681885
	Iteration 22Q: 3 clusters Score -888370.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -888373.937500 Penalty: 2906.681885
	Iteration 23Q: 3 clusters Score -888373.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -888376.625000 Penalty: 2906.681885
	Iteration 24Q: 3 clusters Score -888376.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -888379.375000 Penalty: 2906.681885
	Iteration 25Q: 3 clusters Score -888379.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -888378.812500 Penalty: 2906.681885
	Iteration 26Q: 3 clusters Score -888378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -888381.187500 Penalty: 2906.681885
	Iteration 27Q: 3 clusters Score -888381.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -888384.000000 Penalty: 2906.681885
	Iteration 28Q: 3 clusters Score -888384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -888383.312500 Penalty: 2906.681885
	Iteration 29Q: 3 clusters Score -888383.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -888383.812500 Penalty: 2906.681885
	Iteration 30Q: 3 clusters Score -888383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -888383.500000 Penalty: 2906.681885
	Iteration 31Q: 3 clusters Score -888383.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -888385.625000 Penalty: 2906.681885
	Iteration 32Q: 3 clusters Score -888385.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -888386.625000 Penalty: 2906.681885
	Iteration 33Q: 3 clusters Score -888386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -888385.500000 Penalty: 2906.681885
	Iteration 34Q: 3 clusters Score -888385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -888386.437500 Penalty: 2906.681885
	Iteration 35Q: 3 clusters Score -888386.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -888386.437500 Penalty: 2906.681885
	Iteration 36F: 3 clusters Score -888386.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Entering Unmasked Estep 
Score: -1216171.875000 Penalty: 1505.103271
	Iteration 0F: 2 clusters Score -1216172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1208655.375000 Penalty: 3010.206543
	Iteration 0F: 3 clusters Score -1208655 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1211048.875000 Penalty: 3010.206543
	Iteration 1F: 3 clusters Score -1211049 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1211293.000000 Penalty: 3010.206543
	Iteration 2F: 3 clusters Score -1211293 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1211450.625000 Penalty: 3010.206543
	Iteration 3Q: 3 clusters Score -1211451 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1211569.250000 Penalty: 3010.206543
	Iteration 4Q: 3 clusters Score -1211569 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1211652.625000 Penalty: 3010.206543
	Iteration 5Q: 3 clusters Score -1211653 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1211734.000000 Penalty: 3010.206543
	Iteration 6Q: 3 clusters Score -1211734 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1211813.375000 Penalty: 3010.206543
	Iteration 7Q: 3 clusters Score -1211813 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1211889.375000 Penalty: 3010.206543
	Iteration 8Q: 3 clusters Score -1211889 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1211956.750000 Penalty: 3010.206543
	Iteration 9Q: 3 clusters Score -1211957 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1212013.250000 Penalty: 3010.206543
	Iteration 10Q: 3 clusters Score -1212013 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1212061.625000 Penalty: 3010.206543
	Iteration 11Q: 3 clusters Score -1212062 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1212110.250000 Penalty: 3010.206543
	Iteration 12Q: 3 clusters Score -1212110 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1212175.375000 Penalty: 3010.206543
	Iteration 13Q: 3 clusters Score -1212175 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1212270.250000 Penalty: 3010.206543
	Iteration 14Q: 3 clusters Score -1212270 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1212397.000000 Penalty: 3010.206543
	Iteration 15Q: 3 clusters Score -1212397 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1212568.250000 Penalty: 3010.206543
	Iteration 16Q: 3 clusters Score -1212568 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1212776.750000 Penalty: 3010.206543
	Iteration 17Q: 3 clusters Score -1212777 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1213073.500000 Penalty: 3010.206543
	Iteration 18Q: 3 clusters Score -1213074 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1213394.875000 Penalty: 3010.206543
	Iteration 19Q: 3 clusters Score -1213395 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1213656.125000 Penalty: 3010.206543
	Iteration 20F: 3 clusters Score -1213656 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1213880.250000 Penalty: 3010.206543
	Iteration 21Q: 3 clusters Score -1213880 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1214058.125000 Penalty: 3010.206543
	Iteration 22Q: 3 clusters Score -1214058 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1214235.375000 Penalty: 3010.206543
	Iteration 23Q: 3 clusters Score -1214235 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1214406.375000 Penalty: 3010.206543
	Iteration 24Q: 3 clusters Score -1214406 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1214527.000000 Penalty: 3010.206543
	Iteration 25Q: 3 clusters Score -1214527 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1214606.125000 Penalty: 3010.206543
	Iteration 26Q: 3 clusters Score -1214606 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1214661.125000 Penalty: 3010.206543
	Iteration 27Q: 3 clusters Score -1214661 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1214708.500000 Penalty: 3010.206543
	Iteration 28Q: 3 clusters Score -1214708 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1214750.750000 Penalty: 3010.206543
	Iteration 29Q: 3 clusters Score -1214751 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1214791.125000 Penalty: 3010.206543
	Iteration 30Q: 3 clusters Score -1214791 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1214819.500000 Penalty: 3010.206543
	Iteration 31Q: 3 clusters Score -1214820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1214847.625000 Penalty: 3010.206543
	Iteration 32Q: 3 clusters Score -1214848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1214867.375000 Penalty: 3010.206543
	Iteration 33Q: 3 clusters Score -1214867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1214878.750000 Penalty: 3010.206543
	Iteration 34Q: 3 clusters Score -1214879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1214887.000000 Penalty: 3010.206543
	Iteration 35Q: 3 clusters Score -1214887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1214895.375000 Penalty: 3010.206543
	Iteration 36Q: 3 clusters Score -1214895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1214905.875000 Penalty: 3010.206543
	Iteration 37Q: 3 clusters Score -1214906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1214916.750000 Penalty: 3010.206543
	Iteration 38Q: 3 clusters Score -1214917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1214917.500000 Penalty: 3010.206543
	Iteration 39Q: 3 clusters Score -1214918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1214919.500000 Penalty: 3010.206543
	Iteration 40F: 3 clusters Score -1214920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1214923.250000 Penalty: 3010.206543
	Iteration 41Q: 3 clusters Score -1214923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1214927.625000 Penalty: 3010.206543
	Iteration 42Q: 3 clusters Score -1214928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1214928.250000 Penalty: 3010.206543
	Iteration 43Q: 3 clusters Score -1214928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1214930.125000 Penalty: 3010.206543
	Iteration 44Q: 3 clusters Score -1214930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1214934.875000 Penalty: 3010.206543
	Iteration 45Q: 3 clusters Score -1214935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1214935.375000 Penalty: 3010.206543
	Iteration 46Q: 3 clusters Score -1214935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1214937.625000 Penalty: 3010.206543
	Iteration 47Q: 3 clusters Score -1214938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1214941.250000 Penalty: 3010.206543
	Iteration 48Q: 3 clusters Score -1214941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1214947.125000 Penalty: 3010.206543
	Iteration 49Q: 3 clusters Score -1214947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1214948.500000 Penalty: 3010.206543
	Iteration 50Q: 3 clusters Score -1214948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1214950.000000 Penalty: 3010.206543
	Iteration 51Q: 3 clusters Score -1214950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1214954.500000 Penalty: 3010.206543
	Iteration 52Q: 3 clusters Score -1214954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1214954.750000 Penalty: 3010.206543
	Iteration 53Q: 3 clusters Score -1214955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1214956.875000 Penalty: 3010.206543
	Iteration 54Q: 3 clusters Score -1214957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1214961.750000 Penalty: 3010.206543
	Iteration 55Q: 3 clusters Score -1214962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1214961.875000 Penalty: 3010.206543
	Iteration 56Q: 3 clusters Score -1214962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1214965.875000 Penalty: 3010.206543
	Iteration 57Q: 3 clusters Score -1214966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1214968.750000 Penalty: 3010.206543
	Iteration 58Q: 3 clusters Score -1214969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1214969.125000 Penalty: 3010.206543
	Iteration 59Q: 3 clusters Score -1214969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1214969.500000 Penalty: 3010.206543
	Iteration 60F: 3 clusters Score -1214970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1214968.250000 Penalty: 3010.206543
	Iteration 61Q: 3 clusters Score -1214968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1214967.125000 Penalty: 3010.206543
	Iteration 62Q: 3 clusters Score -1214967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1214970.000000 Penalty: 3010.206543
	Iteration 63Q: 3 clusters Score -1214970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1214972.500000 Penalty: 3010.206543
	Iteration 64Q: 3 clusters Score -1214972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1214973.625000 Penalty: 3010.206543
	Iteration 65Q: 3 clusters Score -1214974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1214976.125000 Penalty: 3010.206543
	Iteration 66Q: 3 clusters Score -1214976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1214980.125000 Penalty: 3010.206543
	Iteration 67Q: 3 clusters Score -1214980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1214978.125000 Penalty: 3010.206543
	Iteration 68Q: 3 clusters Score -1214978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1214978.125000 Penalty: 3010.206543
	Iteration 69F: 3 clusters Score -1214978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 39707 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 41464 members 
Mstep: Class 6 contains 18037 members 
Mstep: Class 7 contains 15003 members 
Mstep: Class 8 contains 84726 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47197 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 144422 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 132222 members 
Mstep: Class 17 contains 57226 members 
Mstep: Class 18 contains 10581 members 
Mstep: Class 19 contains 101733 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 144913 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 5624 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 7659 members 
Mstep: Class 26 contains 10532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093528.000000 Penalty: 57975.621094
Iteration 199Q: 27 clusters Score -1.020935e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 39682 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 5197 members 
Mstep: Class 5 contains 40605 members 
Mstep: Class 6 contains 18035 members 
Mstep: Class 7 contains 15011 members 
Mstep: Class 8 contains 84756 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47195 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 9537 members 
Mstep: Class 14 contains 144417 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 132874 members 
Mstep: Class 17 contains 57120 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 102048 members 
Mstep: Class 20 contains 12483 members 
Mstep: Class 21 contains 144958 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 5628 members 
Mstep: Class 24 contains 3862 members 
Mstep: Class 25 contains 7673 members 
Mstep: Class 26 contains 10534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093200.000000 Penalty: 57975.621094
Iteration 200F: 27 clusters Score -1.020932e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 39662 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 5173 members 
Mstep: Class 5 contains 39727 members 
Mstep: Class 6 contains 18037 members 
Mstep: Class 7 contains 15016 members 
Mstep: Class 8 contains 84765 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47203 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 9484 members 
Mstep: Class 14 contains 144429 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 133560 members 
Mstep: Class 17 contains 57002 members 
Mstep: Class 18 contains 10575 members 
Mstep: Class 19 contains 102380 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 144983 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 5631 members 
Mstep: Class 24 contains 3860 members 
Mstep: Class 25 contains 7691 members 
Mstep: Class 26 contains 10535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093416.000000 Penalty: 57975.621094
Iteration 201Q: 27 clusters Score -1.020934e+08 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 39647 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5158 members 
Mstep: Class 5 contains 38888 members 
Mstep: Class 6 contains 18035 members 
Mstep: Class 7 contains 15021 members 
Mstep: Class 8 contains 84768 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47204 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 9425 members 
Mstep: Class 14 contains 144436 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 134298 members 
Mstep: Class 17 contains 56874 members 
Mstep: Class 18 contains 10576 members 
Mstep: Class 19 contains 102648 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 145002 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 5634 members 
Mstep: Class 24 contains 3857 members 
Mstep: Class 25 contains 7708 members 
Mstep: Class 26 contains 10538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093144.000000 Penalty: 57975.621094
Iteration 202Q: 27 clusters Score -1.020931e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 39640 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5145 members 
Mstep: Class 5 contains 38083 members 
Mstep: Class 6 contains 18036 members 
Mstep: Class 7 contains 15035 members 
Mstep: Class 8 contains 84770 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47211 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 9357 members 
Mstep: Class 14 contains 144439 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 135004 members 
Mstep: Class 17 contains 56780 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 102886 members 
Mstep: Class 20 contains 12481 members 
Mstep: Class 21 contains 145017 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 5634 members 
Mstep: Class 24 contains 3859 members 
Mstep: Class 25 contains 7716 members 
Mstep: Class 26 contains 10536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093264.000000 Penalty: 57975.621094
Iteration 203Q: 27 clusters Score -1.020933e+08 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 39632 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 37264 members 
Mstep: Class 6 contains 18037 members 
Mstep: Class 7 contains 15037 members 
Mstep: Class 8 contains 84778 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47211 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 9300 members 
Mstep: Class 14 contains 144440 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 135766 members 
Mstep: Class 17 contains 56698 members 
Mstep: Class 18 contains 10575 members 
Mstep: Class 19 contains 103072 members 
Mstep: Class 20 contains 12480 members 
Mstep: Class 21 contains 145035 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 5634 members 
Mstep: Class 24 contains 3850 members 
Mstep: Class 25 contains 7724 members 
Mstep: Class 26 contains 10536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093216.000000 Penalty: 57975.621094
Iteration 204Q: 27 clusters Score -1.020932e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 39622 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 36445 members 
Mstep: Class 6 contains 18038 members 
Mstep: Class 7 contains 15038 members 
Mstep: Class 8 contains 84766 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 9247 members 
Mstep: Class 14 contains 144431 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 136606 members 
Mstep: Class 17 contains 56787 members 
Mstep: Class 18 contains 10574 members 
Mstep: Class 19 contains 103024 members 
Mstep: Class 20 contains 12481 members 
Mstep: Class 21 contains 145055 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 5634 members 
Mstep: Class 24 contains 3847 members 
Mstep: Class 25 contains 7734 members 
Mstep: Class 26 contains 10537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092568.000000 Penalty: 57975.621094
Iteration 205Q: 27 clusters Score -1.020926e+08 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 39614 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5123 members 
Mstep: Class 5 contains 35710 members 
Mstep: Class 6 contains 18039 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 84752 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47222 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 144420 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 137536 members 
Mstep: Class 17 contains 57016 members 
Mstep: Class 18 contains 10572 members 
Mstep: Class 19 contains 102671 members 
Mstep: Class 20 contains 12478 members 
Mstep: Class 21 contains 145076 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 5632 members 
Mstep: Class 24 contains 3847 members 
Mstep: Class 25 contains 7744 members 
Mstep: Class 26 contains 10538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092368.000000 Penalty: 57975.621094
Iteration 206Q: 27 clusters Score -1.020924e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 39604 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 35055 members 
Mstep: Class 6 contains 18042 members 
Mstep: Class 7 contains 15052 members 
Mstep: Class 8 contains 84744 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47226 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 9102 members 
Mstep: Class 14 contains 144420 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 138503 members 
Mstep: Class 17 contains 57416 members 
Mstep: Class 18 contains 10570 members 
Mstep: Class 19 contains 102019 members 
Mstep: Class 20 contains 12477 members 
Mstep: Class 21 contains 145085 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 3841 members 
Mstep: Class 25 contains 7763 members 
Mstep: Class 26 contains 10539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092256.000000 Penalty: 57975.621094
Iteration 207Q: 27 clusters Score -1.020923e+08 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 39592 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 34412 members 
Mstep: Class 6 contains 18040 members 
Mstep: Class 7 contains 15040 members 
Mstep: Class 8 contains 84716 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47228 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 9049 members 
Mstep: Class 14 contains 144418 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 139349 members 
Mstep: Class 17 contains 57936 members 
Mstep: Class 18 contains 10570 members 
Mstep: Class 19 contains 101377 members 
Mstep: Class 20 contains 12476 members 
Mstep: Class 21 contains 145098 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 3833 members 
Mstep: Class 25 contains 7782 members 
Mstep: Class 26 contains 10540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092536.000000 Penalty: 57975.621094
Iteration 208Q: 27 clusters Score -1.020925e+08 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 39581 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 5126 members 
Mstep: Class 5 contains 33835 members 
Mstep: Class 6 contains 18039 members 
Mstep: Class 7 contains 15045 members 
Mstep: Class 8 contains 84697 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47227 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 8977 members 
Mstep: Class 14 contains 144419 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 140088 members 
Mstep: Class 17 contains 58375 members 
Mstep: Class 18 contains 10570 members 
Mstep: Class 19 contains 100862 members 
Mstep: Class 20 contains 12473 members 
Mstep: Class 21 contains 145114 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 5627 members 
Mstep: Class 24 contains 3831 members 
Mstep: Class 25 contains 7794 members 
Mstep: Class 26 contains 10541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092744.000000 Penalty: 57975.621094
Iteration 209Q: 27 clusters Score -1.020927e+08 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 39571 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 5123 members 
Mstep: Class 5 contains 33276 members 
Mstep: Class 6 contains 18040 members 
Mstep: Class 7 contains 15038 members 
Mstep: Class 8 contains 84689 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 908 members 
Mstep: Class 11 contains 47226 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 8899 members 
Mstep: Class 14 contains 144412 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 140783 members 
Mstep: Class 17 contains 58764 members 
Mstep: Class 18 contains 10570 members 
Mstep: Class 19 contains 100427 members 
Mstep: Class 20 contains 12474 members 
Mstep: Class 21 contains 145133 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 5618 members 
Mstep: Class 24 contains 3829 members 
Mstep: Class 25 contains 7812 members 
Mstep: Class 26 contains 10543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092608.000000 Penalty: 57975.621094
Iteration 210Q: 27 clusters Score -1.020926e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 39566 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 32782 members 
Mstep: Class 6 contains 18040 members 
Mstep: Class 7 contains 15039 members 
Mstep: Class 8 contains 84675 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 47229 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 8807 members 
Mstep: Class 14 contains 144404 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 141402 members 
Mstep: Class 17 contains 59131 members 
Mstep: Class 18 contains 10571 members 
Mstep: Class 19 contains 100037 members 
Mstep: Class 20 contains 12476 members 
Mstep: Class 21 contains 145148 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 3820 members 
Mstep: Class 25 contains 7825 members 
Mstep: Class 26 contains 10547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092440.000000 Penalty: 57975.621094
Iteration 211Q: 27 clusters Score -1.020924e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 39555 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 32248 members 
Mstep: Class 6 contains 18040 members 
Mstep: Class 7 contains 15032 members 
Mstep: Class 8 contains 84670 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 908 members 
Mstep: Class 11 contains 47226 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 8734 members 
Mstep: Class 14 contains 144409 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 142026 members 
Mstep: Class 17 contains 59433 members 
Mstep: Class 18 contains 10571 members 
Mstep: Class 19 contains 99722 members 
Mstep: Class 20 contains 12474 members 
Mstep: Class 21 contains 145167 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 5610 members 
Mstep: Class 24 contains 3818 members 
Mstep: Class 25 contains 7845 members 
Mstep: Class 26 contains 10550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092576.000000 Penalty: 57975.621094
Iteration 212Q: 27 clusters Score -1.020926e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 39551 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 5110 members 
Mstep: Class 5 contains 31764 members 
Mstep: Class 6 contains 18040 members 
Mstep: Class 7 contains 15034 members 
Mstep: Class 8 contains 84651 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 908 members 
Mstep: Class 11 contains 47231 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 8666 members 
Mstep: Class 14 contains 144399 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 142627 members 
Mstep: Class 17 contains 59668 members 
Mstep: Class 18 contains 10572 members 
Mstep: Class 19 contains 99437 members 
Mstep: Class 20 contains 12472 members 
Mstep: Class 21 contains 145179 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5601 members 
Mstep: Class 24 contains 3820 members 
Mstep: Class 25 contains 7870 members 
Mstep: Class 26 contains 10552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092656.000000 Penalty: 57975.621094
Iteration 213Q: 27 clusters Score -1.020927e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 39544 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 5104 members 
Mstep: Class 5 contains 31264 members 
Mstep: Class 6 contains 18039 members 
Mstep: Class 7 contains 15036 members 
Mstep: Class 8 contains 84649 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 47238 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 8602 members 
Mstep: Class 14 contains 144405 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 143214 members 
Mstep: Class 17 contains 59822 members 
Mstep: Class 18 contains 10573 members 
Mstep: Class 19 contains 99236 members 
Mstep: Class 20 contains 12471 members 
Mstep: Class 21 contains 145187 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5601 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 7895 members 
Mstep: Class 26 contains 10555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092368.000000 Penalty: 57975.621094
Iteration 214Q: 27 clusters Score -1.020924e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39539 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 30809 members 
Mstep: Class 6 contains 18038 members 
Mstep: Class 7 contains 15058 members 
Mstep: Class 8 contains 84645 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 47236 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 8545 members 
Mstep: Class 14 contains 144410 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 143783 members 
Mstep: Class 17 contains 59925 members 
Mstep: Class 18 contains 10573 members 
Mstep: Class 19 contains 99033 members 
Mstep: Class 20 contains 12473 members 
Mstep: Class 21 contains 145187 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5601 members 
Mstep: Class 24 contains 3817 members 
Mstep: Class 25 contains 7924 members 
Mstep: Class 26 contains 10560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092288.000000 Penalty: 57975.621094
Iteration 215Q: 27 clusters Score -1.020923e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 39535 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 5 contains 30360 members 
Mstep: Class 6 contains 18041 members 
Mstep: Class 7 contains 15084 members 
Mstep: Class 8 contains 84629 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 47234 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 8492 members 
Mstep: Class 14 contains 144414 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 144287 members 
Mstep: Class 17 contains 59981 members 
Mstep: Class 18 contains 10573 members 
Mstep: Class 19 contains 98957 members 
Mstep: Class 20 contains 12477 members 
Mstep: Class 21 contains 145183 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 3816 members 
Mstep: Class 25 contains 7944 members 
Mstep: Class 26 contains 10560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092072.000000 Penalty: 57975.621094
Iteration 216Q: 27 clusters Score -1.020921e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39531 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 29894 members 
Mstep: Class 6 contains 18042 members 
Mstep: Class 7 contains 15104 members 
Mstep: Class 8 contains 84632 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 47234 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 8439 members 
Mstep: Class 14 contains 144417 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 144749 members 
Mstep: Class 17 contains 60014 members 
Mstep: Class 18 contains 10574 members 
Mstep: Class 19 contains 98935 members 
Mstep: Class 20 contains 12479 members 
Mstep: Class 21 contains 145176 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5591 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 7973 members 
Mstep: Class 26 contains 10562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091856.000000 Penalty: 57975.621094
Iteration 217Q: 27 clusters Score -1.020919e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 39526 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 5089 members 
Mstep: Class 5 contains 29476 members 
Mstep: Class 6 contains 18045 members 
Mstep: Class 7 contains 15127 members 
Mstep: Class 8 contains 84636 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 47235 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 8380 members 
Mstep: Class 14 contains 144418 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 145215 members 
Mstep: Class 17 contains 60013 members 
Mstep: Class 18 contains 10574 members 
Mstep: Class 19 contains 98888 members 
Mstep: Class 20 contains 12481 members 
Mstep: Class 21 contains 145173 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5586 members 
Mstep: Class 24 contains 3813 members 
Mstep: Class 25 contains 8010 members 
Mstep: Class 26 contains 10566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091632.000000 Penalty: 57975.621094
Iteration 218Q: 27 clusters Score -1.020916e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 39522 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 5086 members 
Mstep: Class 5 contains 29081 members 
Mstep: Class 6 contains 18050 members 
Mstep: Class 7 contains 15140 members 
Mstep: Class 8 contains 84627 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 47230 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 8324 members 
Mstep: Class 14 contains 144404 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 145688 members 
Mstep: Class 17 contains 60005 members 
Mstep: Class 18 contains 10574 members 
Mstep: Class 19 contains 98846 members 
Mstep: Class 20 contains 12484 members 
Mstep: Class 21 contains 145182 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5578 members 
Mstep: Class 24 contains 3812 members 
Mstep: Class 25 contains 8044 members 
Mstep: Class 26 contains 10572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091400.000000 Penalty: 57975.621094
Iteration 219Q: 27 clusters Score -1.020914e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 39518 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 28669 members 
Mstep: Class 6 contains 18053 members 
Mstep: Class 7 contains 15158 members 
Mstep: Class 8 contains 84631 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 47229 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 144390 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 146125 members 
Mstep: Class 17 contains 59972 members 
Mstep: Class 18 contains 10574 members 
Mstep: Class 19 contains 98869 members 
Mstep: Class 20 contains 12487 members 
Mstep: Class 21 contains 145191 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 3814 members 
Mstep: Class 25 contains 8073 members 
Mstep: Class 26 contains 10575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091192.000000 Penalty: 57975.621094
Iteration 220F: 27 clusters Score -1.020912e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 39509 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 5078 members 
Mstep: Class 5 contains 28313 members 
Mstep: Class 6 contains 18055 members 
Mstep: Class 7 contains 15174 members 
Mstep: Class 8 contains 84629 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 47227 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 8199 members 
Mstep: Class 14 contains 144387 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 146539 members 
Mstep: Class 17 contains 59960 members 
Mstep: Class 18 contains 10574 members 
Mstep: Class 19 contains 98861 members 
Mstep: Class 20 contains 12488 members 
Mstep: Class 21 contains 145198 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 8104 members 
Mstep: Class 26 contains 10578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090848.000000 Penalty: 57975.621094
Iteration 221Q: 27 clusters Score -1.020908e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 39503 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 5074 members 
Mstep: Class 5 contains 27952 members 
Mstep: Class 6 contains 18053 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 84628 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 47224 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 8120 members 
Mstep: Class 14 contains 144390 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 146952 members 
Mstep: Class 17 contains 59958 members 
Mstep: Class 18 contains 10573 members 
Mstep: Class 19 contains 98855 members 
Mstep: Class 20 contains 12489 members 
Mstep: Class 21 contains 145199 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 5556 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 8134 members 
Mstep: Class 26 contains 10585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090792.000000 Penalty: 57975.621094
Iteration 222Q: 27 clusters Score -1.020908e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 39500 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 5069 members 
Mstep: Class 5 contains 27597 members 
Mstep: Class 6 contains 18055 members 
Mstep: Class 7 contains 15210 members 
Mstep: Class 8 contains 84625 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 47223 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 144392 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 147392 members 
Mstep: Class 17 contains 59951 members 
Mstep: Class 18 contains 10572 members 
Mstep: Class 19 contains 98826 members 
Mstep: Class 20 contains 12489 members 
Mstep: Class 21 contains 145189 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5548 members 
Mstep: Class 24 contains 3800 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 10594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090472.000000 Penalty: 57975.621094
Iteration 223Q: 27 clusters Score -1.020905e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 39496 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 5063 members 
Mstep: Class 5 contains 27231 members 
Mstep: Class 6 contains 18056 members 
Mstep: Class 7 contains 15229 members 
Mstep: Class 8 contains 84630 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 47222 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 7985 members 
Mstep: Class 14 contains 144398 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 147816 members 
Mstep: Class 17 contains 59963 members 
Mstep: Class 18 contains 10575 members 
Mstep: Class 19 contains 98790 members 
Mstep: Class 20 contains 12489 members 
Mstep: Class 21 contains 145182 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5540 members 
Mstep: Class 24 contains 3797 members 
Mstep: Class 25 contains 8188 members 
Mstep: Class 26 contains 10600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090224.000000 Penalty: 57975.621094
Iteration 224Q: 27 clusters Score -1.020902e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 39493 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 5054 members 
Mstep: Class 5 contains 26847 members 
Mstep: Class 6 contains 18062 members 
Mstep: Class 7 contains 15246 members 
Mstep: Class 8 contains 84634 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 47223 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 7918 members 
Mstep: Class 14 contains 144398 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 148182 members 
Mstep: Class 17 contains 60025 members 
Mstep: Class 18 contains 10573 members 
Mstep: Class 19 contains 98772 members 
Mstep: Class 20 contains 12491 members 
Mstep: Class 21 contains 145183 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5536 members 
Mstep: Class 24 contains 3799 members 
Mstep: Class 25 contains 8214 members 
Mstep: Class 26 contains 10604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089800.000000 Penalty: 57975.621094
Iteration 225Q: 27 clusters Score -1.020898e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 39491 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 5045 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 18063 members 
Mstep: Class 7 contains 15264 members 
Mstep: Class 8 contains 84650 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 47223 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 7859 members 
Mstep: Class 14 contains 144406 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 148465 members 
Mstep: Class 17 contains 60079 members 
Mstep: Class 18 contains 10573 members 
Mstep: Class 19 contains 98849 members 
Mstep: Class 20 contains 12490 members 
Mstep: Class 21 contains 145185 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5535 members 
Mstep: Class 24 contains 3801 members 
Mstep: Class 25 contains 8249 members 
Mstep: Class 26 contains 10606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089344.000000 Penalty: 57975.621094
Iteration 226Q: 27 clusters Score -1.020893e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 39486 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 26007 members 
Mstep: Class 6 contains 18063 members 
Mstep: Class 7 contains 15286 members 
Mstep: Class 8 contains 84646 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 907 members 
Mstep: Class 11 contains 47220 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 7810 members 
Mstep: Class 14 contains 144408 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 148719 members 
Mstep: Class 17 contains 60152 members 
Mstep: Class 18 contains 10573 members 
Mstep: Class 19 contains 98949 members 
Mstep: Class 20 contains 12491 members 
Mstep: Class 21 contains 145195 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5531 members 
Mstep: Class 24 contains 3800 members 
Mstep: Class 25 contains 8274 members 
Mstep: Class 26 contains 10606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088976.000000 Penalty: 57975.621094
Iteration 227Q: 27 clusters Score -1.02089e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 39479 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 25578 members 
Mstep: Class 6 contains 18064 members 
Mstep: Class 7 contains 15297 members 
Mstep: Class 8 contains 84635 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47219 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 7764 members 
Mstep: Class 14 contains 144406 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 148955 members 
Mstep: Class 17 contains 60167 members 
Mstep: Class 18 contains 10573 members 
Mstep: Class 19 contains 99131 members 
Mstep: Class 20 contains 12491 members 
Mstep: Class 21 contains 145208 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5523 members 
Mstep: Class 24 contains 3802 members 
Mstep: Class 25 contains 8321 members 
Mstep: Class 26 contains 10608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088624.000000 Penalty: 57975.621094
Iteration 228Q: 27 clusters Score -1.020886e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 39474 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 25159 members 
Mstep: Class 6 contains 18064 members 
Mstep: Class 7 contains 15310 members 
Mstep: Class 8 contains 84627 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47219 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 7735 members 
Mstep: Class 14 contains 144406 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 149213 members 
Mstep: Class 17 contains 60161 members 
Mstep: Class 18 contains 10573 members 
Mstep: Class 19 contains 99276 members 
Mstep: Class 20 contains 12495 members 
Mstep: Class 21 contains 145215 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5517 members 
Mstep: Class 24 contains 3800 members 
Mstep: Class 25 contains 8376 members 
Mstep: Class 26 contains 10609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088160.000000 Penalty: 57975.621094
Iteration 229Q: 27 clusters Score -1.020882e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 39469 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 5024 members 
Mstep: Class 5 contains 24729 members 
Mstep: Class 6 contains 18065 members 
Mstep: Class 7 contains 15322 members 
Mstep: Class 8 contains 84620 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47216 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 7690 members 
Mstep: Class 14 contains 144408 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 149449 members 
Mstep: Class 17 contains 60197 members 
Mstep: Class 18 contains 10574 members 
Mstep: Class 19 contains 99441 members 
Mstep: Class 20 contains 12498 members 
Mstep: Class 21 contains 145213 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5511 members 
Mstep: Class 24 contains 3802 members 
Mstep: Class 25 contains 8421 members 
Mstep: Class 26 contains 10609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087864.000000 Penalty: 57975.621094
Iteration 230Q: 27 clusters Score -1.020879e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 39465 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 5018 members 
Mstep: Class 5 contains 24308 members 
Mstep: Class 6 contains 18066 members 
Mstep: Class 7 contains 15336 members 
Mstep: Class 8 contains 84631 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47210 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 7646 members 
Mstep: Class 14 contains 144419 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 149650 members 
Mstep: Class 17 contains 60241 members 
Mstep: Class 18 contains 10573 members 
Mstep: Class 19 contains 99604 members 
Mstep: Class 20 contains 12500 members 
Mstep: Class 21 contains 145207 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5511 members 
Mstep: Class 24 contains 3801 members 
Mstep: Class 25 contains 8463 members 
Mstep: Class 26 contains 10610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087808.000000 Penalty: 57975.621094
Iteration 231Q: 27 clusters Score -1.020878e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 39462 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 23919 members 
Mstep: Class 6 contains 18067 members 
Mstep: Class 7 contains 15347 members 
Mstep: Class 8 contains 84623 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 144422 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 149893 members 
Mstep: Class 17 contains 60257 members 
Mstep: Class 18 contains 10572 members 
Mstep: Class 19 contains 99725 members 
Mstep: Class 20 contains 12503 members 
Mstep: Class 21 contains 145203 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 3800 members 
Mstep: Class 25 contains 8504 members 
Mstep: Class 26 contains 10611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087408.000000 Penalty: 57975.621094
Iteration 232Q: 27 clusters Score -1.020874e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39456 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 23543 members 
Mstep: Class 6 contains 18068 members 
Mstep: Class 7 contains 15368 members 
Mstep: Class 8 contains 84614 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47212 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 7579 members 
Mstep: Class 14 contains 144418 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 150069 members 
Mstep: Class 17 contains 60316 members 
Mstep: Class 18 contains 10571 members 
Mstep: Class 19 contains 99848 members 
Mstep: Class 20 contains 12505 members 
Mstep: Class 21 contains 145224 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 3796 members 
Mstep: Class 25 contains 8542 members 
Mstep: Class 26 contains 10612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086880.000000 Penalty: 57975.621094
Iteration 233Q: 27 clusters Score -1.020869e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39450 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 4997 members 
Mstep: Class 5 contains 23135 members 
Mstep: Class 6 contains 18072 members 
Mstep: Class 7 contains 15374 members 
Mstep: Class 8 contains 84606 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47211 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 7542 members 
Mstep: Class 14 contains 144410 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 150301 members 
Mstep: Class 17 contains 60364 members 
Mstep: Class 18 contains 10570 members 
Mstep: Class 19 contains 99981 members 
Mstep: Class 20 contains 12505 members 
Mstep: Class 21 contains 145239 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5516 members 
Mstep: Class 24 contains 3795 members 
Mstep: Class 25 contains 8580 members 
Mstep: Class 26 contains 10612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086768.000000 Penalty: 57975.621094
Iteration 234Q: 27 clusters Score -1.020868e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39446 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 22762 members 
Mstep: Class 6 contains 18075 members 
Mstep: Class 7 contains 15393 members 
Mstep: Class 8 contains 84606 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47209 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 7507 members 
Mstep: Class 14 contains 144401 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 150564 members 
Mstep: Class 17 contains 60381 members 
Mstep: Class 18 contains 10571 members 
Mstep: Class 19 contains 100049 members 
Mstep: Class 20 contains 12506 members 
Mstep: Class 21 contains 145257 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5519 members 
Mstep: Class 24 contains 3793 members 
Mstep: Class 25 contains 8621 members 
Mstep: Class 26 contains 10612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086248.000000 Penalty: 57975.621094
Iteration 235Q: 27 clusters Score -1.020862e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39441 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 4981 members 
Mstep: Class 5 contains 22380 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15404 members 
Mstep: Class 8 contains 84600 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47206 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 7482 members 
Mstep: Class 14 contains 144400 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 150849 members 
Mstep: Class 17 contains 60404 members 
Mstep: Class 18 contains 10570 members 
Mstep: Class 19 contains 100107 members 
Mstep: Class 20 contains 12506 members 
Mstep: Class 21 contains 145278 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5519 members 
Mstep: Class 24 contains 3789 members 
Mstep: Class 25 contains 8655 members 
Mstep: Class 26 contains 10612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085928.000000 Penalty: 57975.621094
Iteration 236Q: 27 clusters Score -1.020859e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39437 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 4973 members 
Mstep: Class 5 contains 22005 members 
Mstep: Class 6 contains 18085 members 
Mstep: Class 7 contains 15419 members 
Mstep: Class 8 contains 84608 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47203 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 7459 members 
Mstep: Class 14 contains 144394 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 151082 members 
Mstep: Class 17 contains 60463 members 
Mstep: Class 18 contains 10569 members 
Mstep: Class 19 contains 100161 members 
Mstep: Class 20 contains 12506 members 
Mstep: Class 21 contains 145294 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5516 members 
Mstep: Class 24 contains 3786 members 
Mstep: Class 25 contains 8691 members 
Mstep: Class 26 contains 10611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085760.000000 Penalty: 57975.621094
Iteration 237Q: 27 clusters Score -1.020858e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39436 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 4959 members 
Mstep: Class 5 contains 21631 members 
Mstep: Class 6 contains 18090 members 
Mstep: Class 7 contains 15434 members 
Mstep: Class 8 contains 84606 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47202 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 7427 members 
Mstep: Class 14 contains 144394 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 151294 members 
Mstep: Class 17 contains 60565 members 
Mstep: Class 18 contains 10569 members 
Mstep: Class 19 contains 100198 members 
Mstep: Class 20 contains 12507 members 
Mstep: Class 21 contains 145302 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5516 members 
Mstep: Class 24 contains 3785 members 
Mstep: Class 25 contains 8736 members 
Mstep: Class 26 contains 10611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085464.000000 Penalty: 57975.621094
Iteration 238Q: 27 clusters Score -1.020855e+08 nChanged 1392
Entering ConstructFrom: 
Score: -102085464.000000 Penalty: 57975.621094
Entering ConstructFrom: 
Trying to split cluster 1 (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: -300101.406250 Penalty: 1273.281616
	Iteration 0F: 2 clusters Score -300101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -297656.218750 Penalty: 2546.563232
	Iteration 0F: 3 clusters Score -297656.2 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -298187.937500 Penalty: 2546.563232
	Iteration 1F: 3 clusters Score -298187.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -298305.437500 Penalty: 2546.563232
	Iteration 2F: 3 clusters Score -298305.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -298369.687500 Penalty: 2546.563232
	Iteration 3Q: 3 clusters Score -298369.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -298410.500000 Penalty: 2546.563232
	Iteration 4Q: 3 clusters Score -298410.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -298443.250000 Penalty: 2546.563232
	Iteration 5Q: 3 clusters Score -298443.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -298473.062500 Penalty: 2546.563232
	Iteration 6Q: 3 clusters Score -298473.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -298508.375000 Penalty: 2546.563232
	Iteration 7Q: 3 clusters Score -298508.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -298544.062500 Penalty: 2546.563232
	Iteration 8Q: 3 clusters Score -298544.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -298575.843750 Penalty: 2546.563232
	Iteration 9Q: 3 clusters Score -298575.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -298601.781250 Penalty: 2546.563232
	Iteration 10Q: 3 clusters Score -298601.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -298631.406250 Penalty: 2546.563232
	Iteration 11Q: 3 clusters Score -298631.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -298664.968750 Penalty: 2546.563232
	Iteration 12Q: 3 clusters Score -298665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -298689.406250 Penalty: 2546.563232
	Iteration 13Q: 3 clusters Score -298689.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -298713.125000 Penalty: 2546.563232
	Iteration 14Q: 3 clusters Score -298713.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -298731.437500 Penalty: 2546.563232
	Iteration 15Q: 3 clusters Score -298731.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -298749.031250 Penalty: 2546.563232
	Iteration 16Q: 3 clusters Score -298749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -298768.312500 Penalty: 2546.563232
	Iteration 17Q: 3 clusters Score -298768.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -298785.281250 Penalty: 2546.563232
	Iteration 18Q: 3 clusters Score -298785.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -298802.531250 Penalty: 2546.563232
	Iteration 19Q: 3 clusters Score -298802.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -298818.437500 Penalty: 2546.563232
	Iteration 20F: 3 clusters Score -298818.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -298833.843750 Penalty: 2546.563232
	Iteration 21Q: 3 clusters Score -298833.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -298844.281250 Penalty: 2546.563232
	Iteration 22Q: 3 clusters Score -298844.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -298852.187500 Penalty: 2546.563232
	Iteration 23Q: 3 clusters Score -298852.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -298858.343750 Penalty: 2546.563232
	Iteration 24Q: 3 clusters Score -298858.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -298863.500000 Penalty: 2546.563232
	Iteration 25Q: 3 clusters Score -298863.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -298869.250000 Penalty: 2546.563232
	Iteration 26Q: 3 clusters Score -298869.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -298877.062500 Penalty: 2546.563232
	Iteration 27Q: 3 clusters Score -298877.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -298882.656250 Penalty: 2546.563232
	Iteration 28Q: 3 clusters Score -298882.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -298888.125000 Penalty: 2546.563232
	Iteration 29Q: 3 clusters Score -298888.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -298894.062500 Penalty: 2546.563232
	Iteration 30Q: 3 clusters Score -298894.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -298898.468750 Penalty: 2546.563232
	Iteration 31Q: 3 clusters Score -298898.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -298901.468750 Penalty: 2546.563232
	Iteration 32Q: 3 clusters Score -298901.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -298904.937500 Penalty: 2546.563232
	Iteration 33Q: 3 clusters Score -298904.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -298908.843750 Penalty: 2546.563232
	Iteration 34Q: 3 clusters Score -298908.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -298914.718750 Penalty: 2546.563232
	Iteration 35Q: 3 clusters Score -298914.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -298920.187500 Penalty: 2546.563232
	Iteration 36Q: 3 clusters Score -298920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -298926.500000 Penalty: 2546.563232
	Iteration 37Q: 3 clusters Score -298926.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -298933.593750 Penalty: 2546.563232
	Iteration 38Q: 3 clusters Score -298933.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -298939.218750 Penalty: 2546.563232
	Iteration 39Q: 3 clusters Score -298939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -298940.437500 Penalty: 2546.563232
	Iteration 40F: 3 clusters Score -298940.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Entering Unmasked Estep 
Score: -4366145.000000 Penalty: 1719.645630
	Iteration 0F: 2 clusters Score -4366145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4339758.500000 Penalty: 3439.291260
	Iteration 0F: 3 clusters Score -4339758 nChanged 18318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -4350091.500000 Penalty: 3439.291260
	Iteration 1F: 3 clusters Score -4350092 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -4350583.000000 Penalty: 3439.291260
	Iteration 2Q: 3 clusters Score -4350583 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -4351288.500000 Penalty: 3439.291260
	Iteration 3Q: 3 clusters Score -4351288 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -4352175.000000 Penalty: 3439.291260
	Iteration 4Q: 3 clusters Score -4352175 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -4353511.000000 Penalty: 3439.291260
	Iteration 5F: 3 clusters Score -4353511 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -4355153.500000 Penalty: 3439.291260
	Iteration 6F: 3 clusters Score -4355154 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -4356783.500000 Penalty: 3439.291260
	Iteration 7F: 3 clusters Score -4356784 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -4358034.000000 Penalty: 3439.291260
	Iteration 8F: 3 clusters Score -4358034 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -4358792.500000 Penalty: 3439.291260
	Iteration 9Q: 3 clusters Score -4358792 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -4359149.500000 Penalty: 3439.291260
	Iteration 10Q: 3 clusters Score -4359150 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -4359345.000000 Penalty: 3439.291260
	Iteration 11Q: 3 clusters Score -4359345 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -4359507.000000 Penalty: 3439.291260
	Iteration 12Q: 3 clusters Score -4359507 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -4359598.000000 Penalty: 3439.291260
	Iteration 13Q: 3 clusters Score -4359598 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -4359663.500000 Penalty: 3439.291260
	Iteration 14Q: 3 clusters Score -4359664 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -4359732.000000 Penalty: 3439.291260
	Iteration 15Q: 3 clusters Score -4359732 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4359809.500000 Penalty: 3439.291260
	Iteration 16Q: 3 clusters Score -4359810 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -4359866.500000 Penalty: 3439.291260
	Iteration 17Q: 3 clusters Score -4359866 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -4359919.000000 Penalty: 3439.291260
	Iteration 18Q: 3 clusters Score -4359919 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -4359964.500000 Penalty: 3439.291260
	Iteration 19Q: 3 clusters Score -4359964 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4360023.500000 Penalty: 3439.291260
	Iteration 20F: 3 clusters Score -4360024 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -4360082.500000 Penalty: 3439.291260
	Iteration 21Q: 3 clusters Score -4360082 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4360156.500000 Penalty: 3439.291260
	Iteration 22Q: 3 clusters Score -4360156 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -4360230.500000 Penalty: 3439.291260
	Iteration 23Q: 3 clusters Score -4360230 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -4360288.500000 Penalty: 3439.291260
	Iteration 24Q: 3 clusters Score -4360288 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -4360368.000000 Penalty: 3439.291260
	Iteration 25Q: 3 clusters Score -4360368 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -4360419.000000 Penalty: 3439.291260
	Iteration 26Q: 3 clusters Score -4360419 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -4360516.000000 Penalty: 3439.291260
	Iteration 27Q: 3 clusters Score -4360516 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -4360620.500000 Penalty: 3439.291260
	Iteration 28Q: 3 clusters Score -4360620 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4360738.000000 Penalty: 3439.291260
	Iteration 29Q: 3 clusters Score -4360738 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -4360872.000000 Penalty: 3439.291260
	Iteration 30Q: 3 clusters Score -4360872 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -4361027.000000 Penalty: 3439.291260
	Iteration 31Q: 3 clusters Score -4361027 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -4361208.500000 Penalty: 3439.291260
	Iteration 32Q: 3 clusters Score -4361208 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -4361375.500000 Penalty: 3439.291260
	Iteration 33Q: 3 clusters Score -4361376 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -4361525.500000 Penalty: 3439.291260
	Iteration 34Q: 3 clusters Score -4361526 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -4361708.500000 Penalty: 3439.291260
	Iteration 35Q: 3 clusters Score -4361708 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -4361873.500000 Penalty: 3439.291260
	Iteration 36Q: 3 clusters Score -4361874 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -4362056.500000 Penalty: 3439.291260
	Iteration 37Q: 3 clusters Score -4362056 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -4362261.500000 Penalty: 3439.291260
	Iteration 38Q: 3 clusters Score -4362262 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -4362411.500000 Penalty: 3439.291260
	Iteration 39Q: 3 clusters Score -4362412 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -4362580.000000 Penalty: 3439.291260
	Iteration 40F: 3 clusters Score -4362580 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -4362775.500000 Penalty: 3439.291260
	Iteration 41Q: 3 clusters Score -4362776 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -4362966.500000 Penalty: 3439.291260
	Iteration 42Q: 3 clusters Score -4362966 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -4363139.000000 Penalty: 3439.291260
	Iteration 43Q: 3 clusters Score -4363139 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -4363287.000000 Penalty: 3439.291260
	Iteration 44Q: 3 clusters Score -4363287 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -4363429.000000 Penalty: 3439.291260
	Iteration 45Q: 3 clusters Score -4363429 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -4363593.000000 Penalty: 3439.291260
	Iteration 46Q: 3 clusters Score -4363593 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4363711.000000 Penalty: 3439.291260
	Iteration 47Q: 3 clusters Score -4363711 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4363824.500000 Penalty: 3439.291260
	Iteration 48Q: 3 clusters Score -4363824 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4363985.000000 Penalty: 3439.291260
	Iteration 49Q: 3 clusters Score -4363985 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -4364110.000000 Penalty: 3439.291260
	Iteration 50Q: 3 clusters Score -4364110 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4364224.500000 Penalty: 3439.291260
	Iteration 51Q: 3 clusters Score -4364224 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4364326.000000 Penalty: 3439.291260
	Iteration 52Q: 3 clusters Score -4364326 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4364405.000000 Penalty: 3439.291260
	Iteration 53Q: 3 clusters Score -4364405 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4364493.500000 Penalty: 3439.291260
	Iteration 54Q: 3 clusters Score -4364494 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4364568.500000 Penalty: 3439.291260
	Iteration 55Q: 3 clusters Score -4364568 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4364627.500000 Penalty: 3439.291260
	Iteration 56Q: 3 clusters Score -4364628 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4364666.500000 Penalty: 3439.291260
	Iteration 57Q: 3 clusters Score -4364666 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4364712.500000 Penalty: 3439.291260
	Iteration 58Q: 3 clusters Score -4364712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4364736.500000 Penalty: 3439.291260
	Iteration 59Q: 3 clusters Score -4364736 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4364761.500000 Penalty: 3439.291260
	Iteration 60F: 3 clusters Score -4364762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4364786.500000 Penalty: 3439.291260
	Iteration 61Q: 3 clusters Score -4364786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4364812.000000 Penalty: 3439.291260
	Iteration 62Q: 3 clusters Score -4364812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4364835.500000 Penalty: 3439.291260
	Iteration 63Q: 3 clusters Score -4364836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4364865.000000 Penalty: 3439.291260
	Iteration 64Q: 3 clusters Score -4364865 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4364905.000000 Penalty: 3439.291260
	Iteration 65Q: 3 clusters Score -4364905 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4364939.000000 Penalty: 3439.291260
	Iteration 66Q: 3 clusters Score -4364939 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4364966.000000 Penalty: 3439.291260
	Iteration 67Q: 3 clusters Score -4364966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4364980.000000 Penalty: 3439.291260
	Iteration 68Q: 3 clusters Score -4364980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4364991.500000 Penalty: 3439.291260
	Iteration 69Q: 3 clusters Score -4364992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4365007.500000 Penalty: 3439.291260
	Iteration 70Q: 3 clusters Score -4365008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4365019.000000 Penalty: 3439.291260
	Iteration 71Q: 3 clusters Score -4365019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4365034.000000 Penalty: 3439.291260
	Iteration 72Q: 3 clusters Score -4365034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4365046.000000 Penalty: 3439.291260
	Iteration 73Q: 3 clusters Score -4365046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4365050.000000 Penalty: 3439.291260
	Iteration 74Q: 3 clusters Score -4365050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4365047.500000 Penalty: 3439.291260
	Iteration 75Q: 3 clusters Score -4365048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4365058.500000 Penalty: 3439.291260
	Iteration 76Q: 3 clusters Score -4365058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4365060.500000 Penalty: 3439.291260
	Iteration 77Q: 3 clusters Score -4365060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4365062.000000 Penalty: 3439.291260
	Iteration 78Q: 3 clusters Score -4365062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4365063.500000 Penalty: 3439.291260
	Iteration 79Q: 3 clusters Score -4365064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4365063.500000 Penalty: 3439.291260
	Iteration 80F: 3 clusters Score -4365064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4365065.500000 Penalty: 3439.291260
	Iteration 81Q: 3 clusters Score -4365066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4365068.000000 Penalty: 3439.291260
	Iteration 82Q: 3 clusters Score -4365068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4365068.000000 Penalty: 3439.291260
	Iteration 83F: 3 clusters Score -4365068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -364614.375000 Penalty: 1320.318848
	Iteration 0F: 2 clusters Score -364614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -361724.062500 Penalty: 2640.637695
	Iteration 0F: 3 clusters Score -361724.1 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -362536.375000 Penalty: 2640.637695
	Iteration 1F: 3 clusters Score -362536.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -362683.218750 Penalty: 2640.637695
	Iteration 2F: 3 clusters Score -362683.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -362776.625000 Penalty: 2640.637695
	Iteration 3Q: 3 clusters Score -362776.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -362849.156250 Penalty: 2640.637695
	Iteration 4Q: 3 clusters Score -362849.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -362906.625000 Penalty: 2640.637695
	Iteration 5Q: 3 clusters Score -362906.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -362960.312500 Penalty: 2640.637695
	Iteration 6Q: 3 clusters Score -362960.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -363008.062500 Penalty: 2640.637695
	Iteration 7Q: 3 clusters Score -363008.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -363063.625000 Penalty: 2640.637695
	Iteration 8Q: 3 clusters Score -363063.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -363121.031250 Penalty: 2640.637695
	Iteration 9Q: 3 clusters Score -363121 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -363188.343750 Penalty: 2640.637695
	Iteration 10Q: 3 clusters Score -363188.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -363272.906250 Penalty: 2640.637695
	Iteration 11Q: 3 clusters Score -363272.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -363399.125000 Penalty: 2640.637695
	Iteration 12Q: 3 clusters Score -363399.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -363558.531250 Penalty: 2640.637695
	Iteration 13Q: 3 clusters Score -363558.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -363744.468750 Penalty: 2640.637695
	Iteration 14Q: 3 clusters Score -363744.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -363898.625000 Penalty: 2640.637695
	Iteration 15F: 3 clusters Score -363898.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -364023.468750 Penalty: 2640.637695
	Iteration 16Q: 3 clusters Score -364023.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -364138.312500 Penalty: 2640.637695
	Iteration 17Q: 3 clusters Score -364138.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -364237.312500 Penalty: 2640.637695
	Iteration 18Q: 3 clusters Score -364237.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -364319.312500 Penalty: 2640.637695
	Iteration 19Q: 3 clusters Score -364319.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -364385.843750 Penalty: 2640.637695
	Iteration 20F: 3 clusters Score -364385.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -364420.218750 Penalty: 2640.637695
	Iteration 21Q: 3 clusters Score -364420.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -364439.656250 Penalty: 2640.637695
	Iteration 22Q: 3 clusters Score -364439.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -364448.875000 Penalty: 2640.637695
	Iteration 23Q: 3 clusters Score -364448.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -364453.531250 Penalty: 2640.637695
	Iteration 24Q: 3 clusters Score -364453.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -364456.718750 Penalty: 2640.637695
	Iteration 25Q: 3 clusters Score -364456.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -364458.312500 Penalty: 2640.637695
	Iteration 26Q: 3 clusters Score -364458.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -364459.750000 Penalty: 2640.637695
	Iteration 27Q: 3 clusters Score -364459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -364461.250000 Penalty: 2640.637695
	Iteration 28Q: 3 clusters Score -364461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -364461.250000 Penalty: 2640.637695
	Iteration 29Q: 3 clusters Score -364461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -364461.812500 Penalty: 2640.637695
	Iteration 30Q: 3 clusters Score -364461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -364461.812500 Penalty: 2640.637695
	Iteration 31F: 3 clusters Score -364461.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Entering Unmasked Estep 
Score: -565238.687500 Penalty: 1382.180786
	Iteration 0F: 2 clusters Score -565238.7 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 2477 members 
Entering Unmasked Estep 
Score: -561298.125000 Penalty: 2764.361572
	Iteration 0F: 3 clusters Score -561298.1 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -562390.250000 Penalty: 2764.361572
	Iteration 1F: 3 clusters Score -562390.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -562612.437500 Penalty: 2764.361572
	Iteration 2F: 3 clusters Score -562612.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -562805.687500 Penalty: 2764.361572
	Iteration 3F: 3 clusters Score -562805.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -562951.500000 Penalty: 2764.361572
	Iteration 4Q: 3 clusters Score -562951.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -563082.125000 Penalty: 2764.361572
	Iteration 5Q: 3 clusters Score -563082.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -563199.062500 Penalty: 2764.361572
	Iteration 6Q: 3 clusters Score -563199.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -563331.375000 Penalty: 2764.361572
	Iteration 7Q: 3 clusters Score -563331.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -563459.875000 Penalty: 2764.361572
	Iteration 8Q: 3 clusters Score -563459.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -563597.625000 Penalty: 2764.361572
	Iteration 9Q: 3 clusters Score -563597.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -563734.625000 Penalty: 2764.361572
	Iteration 10Q: 3 clusters Score -563734.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -563839.875000 Penalty: 2764.361572
	Iteration 11Q: 3 clusters Score -563839.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -563923.062500 Penalty: 2764.361572
	Iteration 12Q: 3 clusters Score -563923.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -563969.687500 Penalty: 2764.361572
	Iteration 13Q: 3 clusters Score -563969.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -564005.812500 Penalty: 2764.361572
	Iteration 14Q: 3 clusters Score -564005.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -564042.875000 Penalty: 2764.361572
	Iteration 15Q: 3 clusters Score -564042.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -564070.437500 Penalty: 2764.361572
	Iteration 16Q: 3 clusters Score -564070.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -564093.500000 Penalty: 2764.361572
	Iteration 17Q: 3 clusters Score -564093.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -564118.500000 Penalty: 2764.361572
	Iteration 18Q: 3 clusters Score -564118.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -564140.062500 Penalty: 2764.361572
	Iteration 19Q: 3 clusters Score -564140.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -564159.437500 Penalty: 2764.361572
	Iteration 20F: 3 clusters Score -564159.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -564177.062500 Penalty: 2764.361572
	Iteration 21Q: 3 clusters Score -564177.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -564193.687500 Penalty: 2764.361572
	Iteration 22Q: 3 clusters Score -564193.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -564207.562500 Penalty: 2764.361572
	Iteration 23Q: 3 clusters Score -564207.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -564220.437500 Penalty: 2764.361572
	Iteration 24Q: 3 clusters Score -564220.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -564235.687500 Penalty: 2764.361572
	Iteration 25Q: 3 clusters Score -564235.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -564250.062500 Penalty: 2764.361572
	Iteration 26Q: 3 clusters Score -564250.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -564261.625000 Penalty: 2764.361572
	Iteration 27Q: 3 clusters Score -564261.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -564267.500000 Penalty: 2764.361572
	Iteration 28Q: 3 clusters Score -564267.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -564273.187500 Penalty: 2764.361572
	Iteration 29Q: 3 clusters Score -564273.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -564278.125000 Penalty: 2764.361572
	Iteration 30Q: 3 clusters Score -564278.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -564281.750000 Penalty: 2764.361572
	Iteration 31Q: 3 clusters Score -564281.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -564286.125000 Penalty: 2764.361572
	Iteration 32Q: 3 clusters Score -564286.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -564291.500000 Penalty: 2764.361572
	Iteration 33Q: 3 clusters Score -564291.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -564293.812500 Penalty: 2764.361572
	Iteration 34Q: 3 clusters Score -564293.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -564295.687500 Penalty: 2764.361572
	Iteration 35Q: 3 clusters Score -564295.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -564297.437500 Penalty: 2764.361572
	Iteration 36Q: 3 clusters Score -564297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -564299.187500 Penalty: 2764.361572
	Iteration 37Q: 3 clusters Score -564299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -564298.687500 Penalty: 2764.361572
	Iteration 38Q: 3 clusters Score -564298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -564299.750000 Penalty: 2764.361572
	Iteration 39Q: 3 clusters Score -564299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -564301.125000 Penalty: 2764.361572
	Iteration 40F: 3 clusters Score -564301.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -564303.062500 Penalty: 2764.361572
	Iteration 41Q: 3 clusters Score -564303.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -564305.187500 Penalty: 2764.361572
	Iteration 42Q: 3 clusters Score -564305.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -564305.187500 Penalty: 2764.361572
	Iteration 43Q: 3 clusters Score -564305.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -564306.125000 Penalty: 2764.361572
	Iteration 44Q: 3 clusters Score -564306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -564307.750000 Penalty: 2764.361572
	Iteration 45Q: 3 clusters Score -564307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -564308.625000 Penalty: 2764.361572
	Iteration 46Q: 3 clusters Score -564308.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -564308.625000 Penalty: 2764.361572
	Iteration 47F: 3 clusters Score -564308.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Entering Unmasked Estep 
Score: -2471953.500000 Penalty: 1618.938721
	Iteration 0F: 2 clusters Score -2471954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2457497.000000 Penalty: 3237.877441
	Iteration 0F: 3 clusters Score -2457497 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2462587.750000 Penalty: 3237.877441
	Iteration 1F: 3 clusters Score -2462588 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2462849.500000 Penalty: 3237.877441
	Iteration 2Q: 3 clusters Score -2462850 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2463134.750000 Penalty: 3237.877441
	Iteration 3Q: 3 clusters Score -2463135 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2463360.500000 Penalty: 3237.877441
	Iteration 4Q: 3 clusters Score -2463360 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2463652.500000 Penalty: 3237.877441
	Iteration 5Q: 3 clusters Score -2463652 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2464022.750000 Penalty: 3237.877441
	Iteration 6Q: 3 clusters Score -2464023 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2464548.750000 Penalty: 3237.877441
	Iteration 7Q: 3 clusters Score -2464549 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2465320.250000 Penalty: 3237.877441
	Iteration 8F: 3 clusters Score -2465320 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2466452.750000 Penalty: 3237.877441
	Iteration 9F: 3 clusters Score -2466453 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2467808.500000 Penalty: 3237.877441
	Iteration 10F: 3 clusters Score -2467808 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2469087.750000 Penalty: 3237.877441
	Iteration 11F: 3 clusters Score -2469088 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2469892.750000 Penalty: 3237.877441
	Iteration 12Q: 3 clusters Score -2469893 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2470286.000000 Penalty: 3237.877441
	Iteration 13Q: 3 clusters Score -2470286 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2470433.000000 Penalty: 3237.877441
	Iteration 14Q: 3 clusters Score -2470433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2470488.500000 Penalty: 3237.877441
	Iteration 15Q: 3 clusters Score -2470488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2470521.500000 Penalty: 3237.877441
	Iteration 16Q: 3 clusters Score -2470522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2470535.250000 Penalty: 3237.877441
	Iteration 17Q: 3 clusters Score -2470535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2470540.500000 Penalty: 3237.877441
	Iteration 18Q: 3 clusters Score -2470540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2470542.500000 Penalty: 3237.877441
	Iteration 19Q: 3 clusters Score -2470542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2470542.500000 Penalty: 3237.877441
	Iteration 20F: 3 clusters Score -2470542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -2088270.625000 Penalty: 1593.015137
	Iteration 0F: 2 clusters Score -2088271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2075844.375000 Penalty: 3186.030273
	Iteration 0F: 3 clusters Score -2075844 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2080273.125000 Penalty: 3186.030273
	Iteration 1F: 3 clusters Score -2080273 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2080607.250000 Penalty: 3186.030273
	Iteration 2F: 3 clusters Score -2080607 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2080888.000000 Penalty: 3186.030273
	Iteration 3Q: 3 clusters Score -2080888 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2081132.750000 Penalty: 3186.030273
	Iteration 4Q: 3 clusters Score -2081133 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2081359.375000 Penalty: 3186.030273
	Iteration 5Q: 3 clusters Score -2081359 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2081577.750000 Penalty: 3186.030273
	Iteration 6Q: 3 clusters Score -2081578 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2081775.500000 Penalty: 3186.030273
	Iteration 7Q: 3 clusters Score -2081776 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2082011.625000 Penalty: 3186.030273
	Iteration 8Q: 3 clusters Score -2082012 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2082266.000000 Penalty: 3186.030273
	Iteration 9Q: 3 clusters Score -2082266 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2082612.875000 Penalty: 3186.030273
	Iteration 10Q: 3 clusters Score -2082613 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2083064.125000 Penalty: 3186.030273
	Iteration 11Q: 3 clusters Score -2083064 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2083610.250000 Penalty: 3186.030273
	Iteration 12Q: 3 clusters Score -2083610 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2084201.625000 Penalty: 3186.030273
	Iteration 13Q: 3 clusters Score -2084202 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2084722.125000 Penalty: 3186.030273
	Iteration 14Q: 3 clusters Score -2084722 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2085060.250000 Penalty: 3186.030273
	Iteration 15Q: 3 clusters Score -2085060 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2085257.625000 Penalty: 3186.030273
	Iteration 16Q: 3 clusters Score -2085258 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2085375.500000 Penalty: 3186.030273
	Iteration 17Q: 3 clusters Score -2085376 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2085460.250000 Penalty: 3186.030273
	Iteration 18Q: 3 clusters Score -2085460 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2085538.625000 Penalty: 3186.030273
	Iteration 19Q: 3 clusters Score -2085539 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2085608.750000 Penalty: 3186.030273
	Iteration 20F: 3 clusters Score -2085609 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2085661.375000 Penalty: 3186.030273
	Iteration 21Q: 3 clusters Score -2085661 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2085726.375000 Penalty: 3186.030273
	Iteration 22Q: 3 clusters Score -2085726 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2085788.500000 Penalty: 3186.030273
	Iteration 23Q: 3 clusters Score -2085788 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2085851.875000 Penalty: 3186.030273
	Iteration 24Q: 3 clusters Score -2085852 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2085890.500000 Penalty: 3186.030273
	Iteration 25Q: 3 clusters Score -2085890 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2085931.125000 Penalty: 3186.030273
	Iteration 26Q: 3 clusters Score -2085931 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2085983.250000 Penalty: 3186.030273
	Iteration 27Q: 3 clusters Score -2085983 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2086028.500000 Penalty: 3186.030273
	Iteration 28Q: 3 clusters Score -2086028 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2086051.125000 Penalty: 3186.030273
	Iteration 29Q: 3 clusters Score -2086051 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2086083.125000 Penalty: 3186.030273
	Iteration 30Q: 3 clusters Score -2086083 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2086118.750000 Penalty: 3186.030273
	Iteration 31Q: 3 clusters Score -2086119 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2086155.125000 Penalty: 3186.030273
	Iteration 32Q: 3 clusters Score -2086155 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2086188.250000 Penalty: 3186.030273
	Iteration 33Q: 3 clusters Score -2086188 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2086228.125000 Penalty: 3186.030273
	Iteration 34Q: 3 clusters Score -2086228 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2086259.250000 Penalty: 3186.030273
	Iteration 35Q: 3 clusters Score -2086259 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2086300.250000 Penalty: 3186.030273
	Iteration 36Q: 3 clusters Score -2086300 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2086332.125000 Penalty: 3186.030273
	Iteration 37Q: 3 clusters Score -2086332 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2086373.875000 Penalty: 3186.030273
	Iteration 38Q: 3 clusters Score -2086374 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2086416.625000 Penalty: 3186.030273
	Iteration 39Q: 3 clusters Score -2086417 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2086478.250000 Penalty: 3186.030273
	Iteration 40F: 3 clusters Score -2086478 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2086563.000000 Penalty: 3186.030273
	Iteration 41Q: 3 clusters Score -2086563 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2086653.125000 Penalty: 3186.030273
	Iteration 42Q: 3 clusters Score -2086653 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2086712.250000 Penalty: 3186.030273
	Iteration 43Q: 3 clusters Score -2086712 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2086778.250000 Penalty: 3186.030273
	Iteration 44Q: 3 clusters Score -2086778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2086810.000000 Penalty: 3186.030273
	Iteration 45Q: 3 clusters Score -2086810 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2086840.625000 Penalty: 3186.030273
	Iteration 46Q: 3 clusters Score -2086841 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2086872.375000 Penalty: 3186.030273
	Iteration 47Q: 3 clusters Score -2086872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2086886.875000 Penalty: 3186.030273
	Iteration 48Q: 3 clusters Score -2086887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2086892.000000 Penalty: 3186.030273
	Iteration 49Q: 3 clusters Score -2086892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2086901.750000 Penalty: 3186.030273
	Iteration 50Q: 3 clusters Score -2086902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2086902.875000 Penalty: 3186.030273
	Iteration 51Q: 3 clusters Score -2086903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2086909.500000 Penalty: 3186.030273
	Iteration 52Q: 3 clusters Score -2086910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2086916.750000 Penalty: 3186.030273
	Iteration 53Q: 3 clusters Score -2086917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2086919.375000 Penalty: 3186.030273
	Iteration 54Q: 3 clusters Score -2086919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2086925.375000 Penalty: 3186.030273
	Iteration 55Q: 3 clusters Score -2086925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2086929.000000 Penalty: 3186.030273
	Iteration 56Q: 3 clusters Score -2086929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2086932.375000 Penalty: 3186.030273
	Iteration 57Q: 3 clusters Score -2086932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2086939.500000 Penalty: 3186.030273
	Iteration 58Q: 3 clusters Score -2086940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2086936.875000 Penalty: 3186.030273
	Iteration 59Q: 3 clusters Score -2086937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2086943.000000 Penalty: 3186.030273
	Iteration 60F: 3 clusters Score -2086943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2086945.000000 Penalty: 3186.030273
	Iteration 61Q: 3 clusters Score -2086945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2086947.250000 Penalty: 3186.030273
	Iteration 62Q: 3 clusters Score -2086947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2086949.500000 Penalty: 3186.030273
	Iteration 63Q: 3 clusters Score -2086950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2086953.000000 Penalty: 3186.030273
	Iteration 64Q: 3 clusters Score -2086953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2086951.000000 Penalty: 3186.030273
	Iteration 65Q: 3 clusters Score -2086951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2086951.750000 Penalty: 3186.030273
	Iteration 66Q: 3 clusters Score -2086952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2086954.750000 Penalty: 3186.030273
	Iteration 67Q: 3 clusters Score -2086955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2086959.000000 Penalty: 3186.030273
	Iteration 68Q: 3 clusters Score -2086959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2086958.125000 Penalty: 3186.030273
	Iteration 69Q: 3 clusters Score -2086958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2086960.875000 Penalty: 3186.030273
	Iteration 70Q: 3 clusters Score -2086961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2086964.750000 Penalty: 3186.030273
	Iteration 71Q: 3 clusters Score -2086965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2086967.750000 Penalty: 3186.030273
	Iteration 72Q: 3 clusters Score -2086968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2086968.375000 Penalty: 3186.030273
	Iteration 73Q: 3 clusters Score -2086968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2086973.125000 Penalty: 3186.030273
	Iteration 74Q: 3 clusters Score -2086973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2086973.750000 Penalty: 3186.030273
	Iteration 75Q: 3 clusters Score -2086974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2086976.500000 Penalty: 3186.030273
	Iteration 76Q: 3 clusters Score -2086976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2086973.375000 Penalty: 3186.030273
	Iteration 77Q: 3 clusters Score -2086973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2086977.625000 Penalty: 3186.030273
	Iteration 78Q: 3 clusters Score -2086978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2086977.500000 Penalty: 3186.030273
	Iteration 79Q: 3 clusters Score -2086978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2086978.000000 Penalty: 3186.030273
	Iteration 80F: 3 clusters Score -2086978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2086977.250000 Penalty: 3186.030273
	Iteration 81Q: 3 clusters Score -2086977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2086977.000000 Penalty: 3186.030273
	Iteration 82Q: 3 clusters Score -2086977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2086978.125000 Penalty: 3186.030273
	Iteration 83Q: 3 clusters Score -2086978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2086979.000000 Penalty: 3186.030273
	Iteration 84Q: 3 clusters Score -2086979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2086979.375000 Penalty: 3186.030273
	Iteration 85Q: 3 clusters Score -2086979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2086981.625000 Penalty: 3186.030273
	Iteration 86Q: 3 clusters Score -2086982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2086983.375000 Penalty: 3186.030273
	Iteration 87Q: 3 clusters Score -2086983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2086981.250000 Penalty: 3186.030273
	Iteration 88Q: 3 clusters Score -2086981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2086985.625000 Penalty: 3186.030273
	Iteration 89Q: 3 clusters Score -2086986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2086987.000000 Penalty: 3186.030273
	Iteration 90Q: 3 clusters Score -2086987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2086987.000000 Penalty: 3186.030273
	Iteration 91F: 3 clusters Score -2086987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Entering Unmasked Estep 
Score: -1710416.625000 Penalty: 1567.245483
	Iteration 0F: 2 clusters Score -1710417 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 7683 members 
Entering Unmasked Estep 
Score: -1699804.500000 Penalty: 3134.490967
	Iteration 0F: 3 clusters Score -1699804 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1703348.625000 Penalty: 3134.490967
	Iteration 1F: 3 clusters Score -1703349 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1703576.250000 Penalty: 3134.490967
	Iteration 2Q: 3 clusters Score -1703576 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1703763.125000 Penalty: 3134.490967
	Iteration 3Q: 3 clusters Score -1703763 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1703918.375000 Penalty: 3134.490967
	Iteration 4Q: 3 clusters Score -1703918 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1704056.625000 Penalty: 3134.490967
	Iteration 5Q: 3 clusters Score -1704057 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1704180.000000 Penalty: 3134.490967
	Iteration 6Q: 3 clusters Score -1704180 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1704275.625000 Penalty: 3134.490967
	Iteration 7Q: 3 clusters Score -1704276 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1704354.375000 Penalty: 3134.490967
	Iteration 8Q: 3 clusters Score -1704354 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1704429.125000 Penalty: 3134.490967
	Iteration 9Q: 3 clusters Score -1704429 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1704487.875000 Penalty: 3134.490967
	Iteration 10Q: 3 clusters Score -1704488 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1704561.375000 Penalty: 3134.490967
	Iteration 11Q: 3 clusters Score -1704561 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1704627.250000 Penalty: 3134.490967
	Iteration 12Q: 3 clusters Score -1704627 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1704709.625000 Penalty: 3134.490967
	Iteration 13Q: 3 clusters Score -1704710 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1704808.375000 Penalty: 3134.490967
	Iteration 14Q: 3 clusters Score -1704808 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1704974.750000 Penalty: 3134.490967
	Iteration 15Q: 3 clusters Score -1704975 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1705226.125000 Penalty: 3134.490967
	Iteration 16Q: 3 clusters Score -1705226 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1705621.750000 Penalty: 3134.490967
	Iteration 17Q: 3 clusters Score -1705622 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1706185.625000 Penalty: 3134.490967
	Iteration 18F: 3 clusters Score -1706186 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1706948.125000 Penalty: 3134.490967
	Iteration 19F: 3 clusters Score -1706948 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1707806.500000 Penalty: 3134.490967
	Iteration 20F: 3 clusters Score -1707806 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1708586.750000 Penalty: 3134.490967
	Iteration 21F: 3 clusters Score -1708587 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1709107.375000 Penalty: 3134.490967
	Iteration 22Q: 3 clusters Score -1709107 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1709365.625000 Penalty: 3134.490967
	Iteration 23Q: 3 clusters Score -1709366 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1709497.375000 Penalty: 3134.490967
	Iteration 24Q: 3 clusters Score -1709497 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1709563.875000 Penalty: 3134.490967
	Iteration 25Q: 3 clusters Score -1709564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1709596.875000 Penalty: 3134.490967
	Iteration 26Q: 3 clusters Score -1709597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1709609.000000 Penalty: 3134.490967
	Iteration 27Q: 3 clusters Score -1709609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1709623.500000 Penalty: 3134.490967
	Iteration 28Q: 3 clusters Score -1709624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1709634.375000 Penalty: 3134.490967
	Iteration 29Q: 3 clusters Score -1709634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1709645.500000 Penalty: 3134.490967
	Iteration 30Q: 3 clusters Score -1709646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1709651.500000 Penalty: 3134.490967
	Iteration 31Q: 3 clusters Score -1709652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1709660.375000 Penalty: 3134.490967
	Iteration 32Q: 3 clusters Score -1709660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1709662.000000 Penalty: 3134.490967
	Iteration 33Q: 3 clusters Score -1709662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1709662.750000 Penalty: 3134.490967
	Iteration 34Q: 3 clusters Score -1709663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1709663.625000 Penalty: 3134.490967
	Iteration 35Q: 3 clusters Score -1709664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1709664.000000 Penalty: 3134.490967
	Iteration 36Q: 3 clusters Score -1709664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1709668.625000 Penalty: 3134.490967
	Iteration 37Q: 3 clusters Score -1709669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1709671.250000 Penalty: 3134.490967
	Iteration 38Q: 3 clusters Score -1709671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1709672.250000 Penalty: 3134.490967
	Iteration 39Q: 3 clusters Score -1709672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1709674.250000 Penalty: 3134.490967
	Iteration 40F: 3 clusters Score -1709674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84607 members 
Entering Unmasked Estep 
Score: -9779963.000000 Penalty: 1843.688110
	Iteration 0F: 2 clusters Score -9779963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -9724125.000000 Penalty: 3687.376221
	Iteration 0F: 3 clusters Score -9724125 nChanged 40272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -9747523.000000 Penalty: 3687.376221
	Iteration 1F: 3 clusters Score -9747523 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -9748073.000000 Penalty: 3687.376221
	Iteration 2Q: 3 clusters Score -9748073 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -9748792.000000 Penalty: 3687.376221
	Iteration 3Q: 3 clusters Score -9748792 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -9749615.000000 Penalty: 3687.376221
	Iteration 4Q: 3 clusters Score -9749615 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -9750767.000000 Penalty: 3687.376221
	Iteration 5Q: 3 clusters Score -9750767 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -9752560.000000 Penalty: 3687.376221
	Iteration 6Q: 3 clusters Score -9752560 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -9755413.000000 Penalty: 3687.376221
	Iteration 7F: 3 clusters Score -9755413 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -9759358.000000 Penalty: 3687.376221
	Iteration 8F: 3 clusters Score -9759358 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -9762937.000000 Penalty: 3687.376221
	Iteration 9F: 3 clusters Score -9762937 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -9765209.000000 Penalty: 3687.376221
	Iteration 10F: 3 clusters Score -9765209 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -9766260.000000 Penalty: 3687.376221
	Iteration 11Q: 3 clusters Score -9766260 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -9766748.000000 Penalty: 3687.376221
	Iteration 12Q: 3 clusters Score -9766748 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -9767169.000000 Penalty: 3687.376221
	Iteration 13Q: 3 clusters Score -9767169 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -9767530.000000 Penalty: 3687.376221
	Iteration 14Q: 3 clusters Score -9767530 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -9767818.000000 Penalty: 3687.376221
	Iteration 15Q: 3 clusters Score -9767818 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -9768102.000000 Penalty: 3687.376221
	Iteration 16Q: 3 clusters Score -9768102 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -9768326.000000 Penalty: 3687.376221
	Iteration 17Q: 3 clusters Score -9768326 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -9768521.000000 Penalty: 3687.376221
	Iteration 18Q: 3 clusters Score -9768521 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -9768743.000000 Penalty: 3687.376221
	Iteration 19Q: 3 clusters Score -9768743 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -9768991.000000 Penalty: 3687.376221
	Iteration 20F: 3 clusters Score -9768991 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -9769187.000000 Penalty: 3687.376221
	Iteration 21Q: 3 clusters Score -9769187 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -9769333.000000 Penalty: 3687.376221
	Iteration 22Q: 3 clusters Score -9769333 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -9769465.000000 Penalty: 3687.376221
	Iteration 23Q: 3 clusters Score -9769465 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -9769571.000000 Penalty: 3687.376221
	Iteration 24Q: 3 clusters Score -9769571 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -9769700.000000 Penalty: 3687.376221
	Iteration 25Q: 3 clusters Score -9769700 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -9769850.000000 Penalty: 3687.376221
	Iteration 26Q: 3 clusters Score -9769850 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -9769924.000000 Penalty: 3687.376221
	Iteration 27Q: 3 clusters Score -9769924 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -9770032.000000 Penalty: 3687.376221
	Iteration 28Q: 3 clusters Score -9770032 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -9770147.000000 Penalty: 3687.376221
	Iteration 29Q: 3 clusters Score -9770147 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -9770252.000000 Penalty: 3687.376221
	Iteration 30Q: 3 clusters Score -9770252 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -9770353.000000 Penalty: 3687.376221
	Iteration 31Q: 3 clusters Score -9770353 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -9770437.000000 Penalty: 3687.376221
	Iteration 32Q: 3 clusters Score -9770437 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -9770532.000000 Penalty: 3687.376221
	Iteration 33Q: 3 clusters Score -9770532 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -9770602.000000 Penalty: 3687.376221
	Iteration 34Q: 3 clusters Score -9770602 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -9770682.000000 Penalty: 3687.376221
	Iteration 35Q: 3 clusters Score -9770682 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -9770838.000000 Penalty: 3687.376221
	Iteration 36Q: 3 clusters Score -9770838 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -9770904.000000 Penalty: 3687.376221
	Iteration 37Q: 3 clusters Score -9770904 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -9770994.000000 Penalty: 3687.376221
	Iteration 38Q: 3 clusters Score -9770994 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -9771072.000000 Penalty: 3687.376221
	Iteration 39Q: 3 clusters Score -9771072 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -9771185.000000 Penalty: 3687.376221
	Iteration 40F: 3 clusters Score -9771185 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -9771347.000000 Penalty: 3687.376221
	Iteration 41Q: 3 clusters Score -9771347 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -9771490.000000 Penalty: 3687.376221
	Iteration 42Q: 3 clusters Score -9771490 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -9771681.000000 Penalty: 3687.376221
	Iteration 43Q: 3 clusters Score -9771681 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -9771823.000000 Penalty: 3687.376221
	Iteration 44Q: 3 clusters Score -9771823 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -9771935.000000 Penalty: 3687.376221
	Iteration 45Q: 3 clusters Score -9771935 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -9772108.000000 Penalty: 3687.376221
	Iteration 46Q: 3 clusters Score -9772108 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -9772316.000000 Penalty: 3687.376221
	Iteration 47Q: 3 clusters Score -9772316 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69060 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -9772504.000000 Penalty: 3687.376221
	Iteration 48Q: 3 clusters Score -9772504 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -9772705.000000 Penalty: 3687.376221
	Iteration 49Q: 3 clusters Score -9772705 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -9772931.000000 Penalty: 3687.376221
	Iteration 50Q: 3 clusters Score -9772931 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -9773232.000000 Penalty: 3687.376221
	Iteration 51Q: 3 clusters Score -9773232 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -9773560.000000 Penalty: 3687.376221
	Iteration 52Q: 3 clusters Score -9773560 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -9773868.000000 Penalty: 3687.376221
	Iteration 53Q: 3 clusters Score -9773868 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -9774201.000000 Penalty: 3687.376221
	Iteration 54Q: 3 clusters Score -9774201 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75222 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -9774557.000000 Penalty: 3687.376221
	Iteration 55Q: 3 clusters Score -9774557 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -9774943.000000 Penalty: 3687.376221
	Iteration 56Q: 3 clusters Score -9774943 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77154 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -9775335.000000 Penalty: 3687.376221
	Iteration 57Q: 3 clusters Score -9775335 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -9775731.000000 Penalty: 3687.376221
	Iteration 58Q: 3 clusters Score -9775731 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78922 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -9776103.000000 Penalty: 3687.376221
	Iteration 59Q: 3 clusters Score -9776103 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79728 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -9776410.000000 Penalty: 3687.376221
	Iteration 60F: 3 clusters Score -9776410 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -9776715.000000 Penalty: 3687.376221
	Iteration 61Q: 3 clusters Score -9776715 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81151 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -9777005.000000 Penalty: 3687.376221
	Iteration 62Q: 3 clusters Score -9777005 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -9777316.000000 Penalty: 3687.376221
	Iteration 63Q: 3 clusters Score -9777316 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -9777571.000000 Penalty: 3687.376221
	Iteration 64Q: 3 clusters Score -9777571 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -9777738.000000 Penalty: 3687.376221
	Iteration 65Q: 3 clusters Score -9777738 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82868 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -9777872.000000 Penalty: 3687.376221
	Iteration 66Q: 3 clusters Score -9777872 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9777961.000000 Penalty: 3687.376221
	Iteration 67Q: 3 clusters Score -9777961 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83285 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9778037.000000 Penalty: 3687.376221
	Iteration 68Q: 3 clusters Score -9778037 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9778101.000000 Penalty: 3687.376221
	Iteration 69Q: 3 clusters Score -9778101 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83558 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9778132.000000 Penalty: 3687.376221
	Iteration 70Q: 3 clusters Score -9778132 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83648 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9778183.000000 Penalty: 3687.376221
	Iteration 71Q: 3 clusters Score -9778183 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83723 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9778239.000000 Penalty: 3687.376221
	Iteration 72Q: 3 clusters Score -9778239 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83780 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9778279.000000 Penalty: 3687.376221
	Iteration 73Q: 3 clusters Score -9778279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9778304.000000 Penalty: 3687.376221
	Iteration 74Q: 3 clusters Score -9778304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9778322.000000 Penalty: 3687.376221
	Iteration 75Q: 3 clusters Score -9778322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9778339.000000 Penalty: 3687.376221
	Iteration 76Q: 3 clusters Score -9778339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83951 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9778349.000000 Penalty: 3687.376221
	Iteration 77Q: 3 clusters Score -9778349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83969 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9778361.000000 Penalty: 3687.376221
	Iteration 78Q: 3 clusters Score -9778361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83984 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9778374.000000 Penalty: 3687.376221
	Iteration 79Q: 3 clusters Score -9778374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9778385.000000 Penalty: 3687.376221
	Iteration 80F: 3 clusters Score -9778385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9778387.000000 Penalty: 3687.376221
	Iteration 81Q: 3 clusters Score -9778387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9778398.000000 Penalty: 3687.376221
	Iteration 82Q: 3 clusters Score -9778398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9778415.000000 Penalty: 3687.376221
	Iteration 83Q: 3 clusters Score -9778415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84044 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9778418.000000 Penalty: 3687.376221
	Iteration 84Q: 3 clusters Score -9778418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9778424.000000 Penalty: 3687.376221
	Iteration 85Q: 3 clusters Score -9778424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84059 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9778417.000000 Penalty: 3687.376221
	Iteration 86Q: 3 clusters Score -9778417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9778418.000000 Penalty: 3687.376221
	Iteration 87Q: 3 clusters Score -9778418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9778416.000000 Penalty: 3687.376221
	Iteration 88Q: 3 clusters Score -9778416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84063 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9778420.000000 Penalty: 3687.376221
	Iteration 89Q: 3 clusters Score -9778420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84063 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9778420.000000 Penalty: 3687.376221
	Iteration 90F: 3 clusters Score -9778420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Entering Unmasked Estep 
Score: -397310.687500 Penalty: 1335.333740
	Iteration 0F: 2 clusters Score -397310.7 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 1830 members 
Entering Unmasked Estep 
Score: -394208.781250 Penalty: 2670.667480
	Iteration 0F: 3 clusters Score -394208.8 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -394985.093750 Penalty: 2670.667480
	Iteration 1F: 3 clusters Score -394985.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -395346.437500 Penalty: 2670.667480
	Iteration 2F: 3 clusters Score -395346.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -395723.906250 Penalty: 2670.667480
	Iteration 3F: 3 clusters Score -395723.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -396115.312500 Penalty: 2670.667480
	Iteration 4F: 3 clusters Score -396115.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -396458.531250 Penalty: 2670.667480
	Iteration 5F: 3 clusters Score -396458.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -396731.125000 Penalty: 2670.667480
	Iteration 6F: 3 clusters Score -396731.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -396887.000000 Penalty: 2670.667480
	Iteration 7Q: 3 clusters Score -396887 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -396962.531250 Penalty: 2670.667480
	Iteration 8Q: 3 clusters Score -396962.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -397046.000000 Penalty: 2670.667480
	Iteration 9Q: 3 clusters Score -397046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -397098.843750 Penalty: 2670.667480
	Iteration 10Q: 3 clusters Score -397098.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -397142.218750 Penalty: 2670.667480
	Iteration 11Q: 3 clusters Score -397142.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -397175.062500 Penalty: 2670.667480
	Iteration 12Q: 3 clusters Score -397175.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -397191.843750 Penalty: 2670.667480
	Iteration 13Q: 3 clusters Score -397191.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -397200.125000 Penalty: 2670.667480
	Iteration 14Q: 3 clusters Score -397200.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -397208.718750 Penalty: 2670.667480
	Iteration 15Q: 3 clusters Score -397208.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -397214.687500 Penalty: 2670.667480
	Iteration 16Q: 3 clusters Score -397214.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -397217.375000 Penalty: 2670.667480
	Iteration 17Q: 3 clusters Score -397217.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -397218.656250 Penalty: 2670.667480
	Iteration 18Q: 3 clusters Score -397218.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -397220.125000 Penalty: 2670.667480
	Iteration 19Q: 3 clusters Score -397220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -397222.843750 Penalty: 2670.667480
	Iteration 20F: 3 clusters Score -397222.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -397224.000000 Penalty: 2670.667480
	Iteration 21Q: 3 clusters Score -397224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -397223.843750 Penalty: 2670.667480
	Iteration 22Q: 3 clusters Score -397223.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -397223.843750 Penalty: 2670.667480
	Iteration 23F: 3 clusters Score -397223.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -92695.406250 Penalty: 1107.006104
	Iteration 0F: 2 clusters Score -92695.41 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 447 members 
Entering Unmasked Estep 
Score: -91389.218750 Penalty: 2214.012207
	Iteration 0F: 3 clusters Score -91389.22 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -91804.234375 Penalty: 2214.012207
	Iteration 1F: 3 clusters Score -91804.23 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -91926.000000 Penalty: 2214.012207
	Iteration 2F: 3 clusters Score -91926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -91974.687500 Penalty: 2214.012207
	Iteration 3Q: 3 clusters Score -91974.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -92005.320312 Penalty: 2214.012207
	Iteration 4Q: 3 clusters Score -92005.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -92044.890625 Penalty: 2214.012207
	Iteration 5Q: 3 clusters Score -92044.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -92106.421875 Penalty: 2214.012207
	Iteration 6Q: 3 clusters Score -92106.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -92126.578125 Penalty: 2214.012207
	Iteration 7Q: 3 clusters Score -92126.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -92141.109375 Penalty: 2214.012207
	Iteration 8Q: 3 clusters Score -92141.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -92156.984375 Penalty: 2214.012207
	Iteration 9Q: 3 clusters Score -92156.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -92168.546875 Penalty: 2214.012207
	Iteration 10Q: 3 clusters Score -92168.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -92184.734375 Penalty: 2214.012207
	Iteration 11Q: 3 clusters Score -92184.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -92210.296875 Penalty: 2214.012207
	Iteration 12Q: 3 clusters Score -92210.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -92246.000000 Penalty: 2214.012207
	Iteration 13Q: 3 clusters Score -92246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -92261.515625 Penalty: 2214.012207
	Iteration 14Q: 3 clusters Score -92261.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -92273.546875 Penalty: 2214.012207
	Iteration 15Q: 3 clusters Score -92273.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -92277.945312 Penalty: 2214.012207
	Iteration 16Q: 3 clusters Score -92277.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -92281.218750 Penalty: 2214.012207
	Iteration 17Q: 3 clusters Score -92281.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -92282.046875 Penalty: 2214.012207
	Iteration 18Q: 3 clusters Score -92282.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -92282.046875 Penalty: 2214.012207
	Iteration 19F: 3 clusters Score -92282.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Entering Unmasked Estep 
Score: -5413690.000000 Penalty: 1748.845825
	Iteration 0F: 2 clusters Score -5413690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -5382076.500000 Penalty: 3497.691650
	Iteration 0F: 3 clusters Score -5382076 nChanged 22212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -5394582.000000 Penalty: 3497.691650
	Iteration 1F: 3 clusters Score -5394582 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -5395133.500000 Penalty: 3497.691650
	Iteration 2Q: 3 clusters Score -5395134 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -5395697.500000 Penalty: 3497.691650
	Iteration 3Q: 3 clusters Score -5395698 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -5396357.500000 Penalty: 3497.691650
	Iteration 4Q: 3 clusters Score -5396358 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -5397125.000000 Penalty: 3497.691650
	Iteration 5Q: 3 clusters Score -5397125 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -5398145.500000 Penalty: 3497.691650
	Iteration 6Q: 3 clusters Score -5398146 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -5399405.000000 Penalty: 3497.691650
	Iteration 7F: 3 clusters Score -5399405 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -5400966.500000 Penalty: 3497.691650
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Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 25091 members 
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Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 26519 members 
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Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5406878 nChanged 816
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Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 27842 members 
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Mstep: Class 2 contains 28475 members 
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Mstep: Class 2 contains 29124 members 
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Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 29777 members 
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Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 31049 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 32226 members 
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Mstep: Class 2 contains 32811 members 
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	Iteration 23Q: 3 clusters Score -5409213 nChanged 583
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Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 34485 members 
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Mstep: Class 2 contains 35037 members 
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Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 35572 members 
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Mstep: Class 1 contains 11109 members 
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Mstep: Class 2 contains 36596 members 
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Mstep: Class 2 contains 37088 members 
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Mstep: Class 2 contains 37525 members 
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	Iteration 31Q: 3 clusters Score -5410372 nChanged 449
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Mstep: Class 2 contains 37974 members 
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Mstep: Class 2 contains 38427 members 
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Mstep: Class 2 contains 41241 members 
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Mstep: Class 1 contains 4480 members 
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Mstep: Class 1 contains 3894 members 
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	Iteration 60F: 3 clusters Score -5412112 nChanged 52
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	Iteration 61Q: 3 clusters Score -5412130 nChanged 57
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	Iteration 63Q: 3 clusters Score -5412143 nChanged 38
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	Iteration 64Q: 3 clusters Score -5412148 nChanged 27
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	Iteration 71Q: 3 clusters Score -5412172 nChanged 29
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	Iteration 75Q: 3 clusters Score -5412182 nChanged 24
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	Iteration 77Q: 3 clusters Score -5412188 nChanged 16
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	Iteration 78Q: 3 clusters Score -5412187 nChanged 20
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	Iteration 79Q: 3 clusters Score -5412200 nChanged 22
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	Iteration 80F: 3 clusters Score -5412198 nChanged 18
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	Iteration 82Q: 3 clusters Score -5412198 nChanged 17
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	Iteration 83Q: 3 clusters Score -5412203 nChanged 18
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	Iteration 84Q: 3 clusters Score -5412214 nChanged 14
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	Iteration 85Q: 3 clusters Score -5412216 nChanged 11
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	Iteration 86Q: 3 clusters Score -5412212 nChanged 11
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	Iteration 87Q: 3 clusters Score -5412214 nChanged 10
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	Iteration 88Q: 3 clusters Score -5412212 nChanged 7
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	Iteration 89Q: 3 clusters Score -5412212 nChanged 9
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	Iteration 90Q: 3 clusters Score -5412212 nChanged 9
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	Iteration 91Q: 3 clusters Score -5412210 nChanged 6
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	Iteration 93Q: 3 clusters Score -5412206 nChanged 9
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	Iteration 94Q: 3 clusters Score -5412210 nChanged 12
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	Iteration 95Q: 3 clusters Score -5412214 nChanged 15
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	Iteration 96Q: 3 clusters Score -5412208 nChanged 16
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	Iteration 98Q: 3 clusters Score -5412216 nChanged 18
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	Iteration 99Q: 3 clusters Score -5412226 nChanged 16
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	Iteration 100F: 3 clusters Score -5412221 nChanged 23
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Entering Unmasked Estep 
Score: -5412245.000000 Penalty: 3497.691650
	Iteration 101Q: 3 clusters Score -5412245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -5412246.500000 Penalty: 3497.691650
	Iteration 102Q: 3 clusters Score -5412246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -5412241.000000 Penalty: 3497.691650
	Iteration 103Q: 3 clusters Score -5412241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -5412259.000000 Penalty: 3497.691650
	Iteration 104Q: 3 clusters Score -5412259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -5412252.500000 Penalty: 3497.691650
	Iteration 105Q: 3 clusters Score -5412252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -5412259.500000 Penalty: 3497.691650
	Iteration 106Q: 3 clusters Score -5412260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -5412270.000000 Penalty: 3497.691650
	Iteration 107Q: 3 clusters Score -5412270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -5412271.000000 Penalty: 3497.691650
	Iteration 108Q: 3 clusters Score -5412271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -5412277.000000 Penalty: 3497.691650
	Iteration 109Q: 3 clusters Score -5412277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -5412279.000000 Penalty: 3497.691650
	Iteration 110Q: 3 clusters Score -5412279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -5412282.000000 Penalty: 3497.691650
	Iteration 111Q: 3 clusters Score -5412282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -5412284.000000 Penalty: 3497.691650
	Iteration 112Q: 3 clusters Score -5412284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -5412281.000000 Penalty: 3497.691650
	Iteration 113Q: 3 clusters Score -5412281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -5412289.500000 Penalty: 3497.691650
	Iteration 114Q: 3 clusters Score -5412290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -5412290.500000 Penalty: 3497.691650
	Iteration 115Q: 3 clusters Score -5412290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -5412298.500000 Penalty: 3497.691650
	Iteration 116Q: 3 clusters Score -5412298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -5412304.000000 Penalty: 3497.691650
	Iteration 117Q: 3 clusters Score -5412304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -5412308.500000 Penalty: 3497.691650
	Iteration 118Q: 3 clusters Score -5412308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -5412316.500000 Penalty: 3497.691650
	Iteration 119Q: 3 clusters Score -5412316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -5412323.000000 Penalty: 3497.691650
	Iteration 120F: 3 clusters Score -5412323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -5412323.000000 Penalty: 3497.691650
	Iteration 121Q: 3 clusters Score -5412323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -5412326.500000 Penalty: 3497.691650
	Iteration 122Q: 3 clusters Score -5412326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -5412328.000000 Penalty: 3497.691650
	Iteration 123Q: 3 clusters Score -5412328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -5412325.000000 Penalty: 3497.691650
	Iteration 124Q: 3 clusters Score -5412325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -5412324.000000 Penalty: 3497.691650
	Iteration 125Q: 3 clusters Score -5412324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -5412326.000000 Penalty: 3497.691650
	Iteration 126Q: 3 clusters Score -5412326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -5412327.500000 Penalty: 3497.691650
	Iteration 127Q: 3 clusters Score -5412328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -5412326.500000 Penalty: 3497.691650
	Iteration 128Q: 3 clusters Score -5412326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -5412327.500000 Penalty: 3497.691650
	Iteration 129Q: 3 clusters Score -5412328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -5412330.500000 Penalty: 3497.691650
	Iteration 130Q: 3 clusters Score -5412330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -5412330.500000 Penalty: 3497.691650
	Iteration 131F: 3 clusters Score -5412330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -42123.179688 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -42123.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41186.457031 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -41186.46 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41517.664062 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -41517.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41665.277344 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -41665.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41831.046875 Penalty: 1970.730103
	Iteration 3F: 3 clusters Score -41831.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41899.175781 Penalty: 1970.730103
	Iteration 4F: 3 clusters Score -41899.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41950.414062 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -41950.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41971.503906 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -41971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42025.738281 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -42025.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42029.023438 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -42029.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42062.042969 Penalty: 1970.730103
	Iteration 9Q: 3 clusters Score -42062.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42072.882812 Penalty: 1970.730103
	Iteration 10Q: 3 clusters Score -42072.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42074.343750 Penalty: 1970.730103
	Iteration 11Q: 3 clusters Score -42074.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42074.343750 Penalty: 1970.730103
	Iteration 12F: 3 clusters Score -42074.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Entering Unmasked Estep 
Score: -857282.625000 Penalty: 1448.057861
	Iteration 0F: 2 clusters Score -857282.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -851759.312500 Penalty: 2896.115723
	Iteration 0F: 3 clusters Score -851759.3 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -853436.375000 Penalty: 2896.115723
	Iteration 1F: 3 clusters Score -853436.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -853666.875000 Penalty: 2896.115723
	Iteration 2F: 3 clusters Score -853666.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -853849.937500 Penalty: 2896.115723
	Iteration 3F: 3 clusters Score -853849.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -854046.562500 Penalty: 2896.115723
	Iteration 4Q: 3 clusters Score -854046.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -854241.125000 Penalty: 2896.115723
	Iteration 5Q: 3 clusters Score -854241.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -854451.875000 Penalty: 2896.115723
	Iteration 6Q: 3 clusters Score -854451.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -854659.562500 Penalty: 2896.115723
	Iteration 7Q: 3 clusters Score -854659.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -854839.312500 Penalty: 2896.115723
	Iteration 8Q: 3 clusters Score -854839.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -855014.125000 Penalty: 2896.115723
	Iteration 9Q: 3 clusters Score -855014.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -855162.812500 Penalty: 2896.115723
	Iteration 10Q: 3 clusters Score -855162.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -855310.937500 Penalty: 2896.115723
	Iteration 11Q: 3 clusters Score -855310.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -855416.250000 Penalty: 2896.115723
	Iteration 12Q: 3 clusters Score -855416.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -855502.187500 Penalty: 2896.115723
	Iteration 13Q: 3 clusters Score -855502.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -855577.437500 Penalty: 2896.115723
	Iteration 14Q: 3 clusters Score -855577.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -855644.812500 Penalty: 2896.115723
	Iteration 15Q: 3 clusters Score -855644.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -855696.562500 Penalty: 2896.115723
	Iteration 16Q: 3 clusters Score -855696.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -855744.687500 Penalty: 2896.115723
	Iteration 17Q: 3 clusters Score -855744.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -855771.437500 Penalty: 2896.115723
	Iteration 18Q: 3 clusters Score -855771.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -855790.750000 Penalty: 2896.115723
	Iteration 19Q: 3 clusters Score -855790.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -855803.562500 Penalty: 2896.115723
	Iteration 20F: 3 clusters Score -855803.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -855812.875000 Penalty: 2896.115723
	Iteration 21Q: 3 clusters Score -855812.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -855827.812500 Penalty: 2896.115723
	Iteration 22Q: 3 clusters Score -855827.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -855841.750000 Penalty: 2896.115723
	Iteration 23Q: 3 clusters Score -855841.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -855855.875000 Penalty: 2896.115723
	Iteration 24Q: 3 clusters Score -855855.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -855874.625000 Penalty: 2896.115723
	Iteration 25Q: 3 clusters Score -855874.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -855894.062500 Penalty: 2896.115723
	Iteration 26Q: 3 clusters Score -855894.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -855910.875000 Penalty: 2896.115723
	Iteration 27Q: 3 clusters Score -855910.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -855928.187500 Penalty: 2896.115723
	Iteration 28Q: 3 clusters Score -855928.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -855938.625000 Penalty: 2896.115723
	Iteration 29Q: 3 clusters Score -855938.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -855956.875000 Penalty: 2896.115723
	Iteration 30Q: 3 clusters Score -855956.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -855968.812500 Penalty: 2896.115723
	Iteration 31Q: 3 clusters Score -855968.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -855984.562500 Penalty: 2896.115723
	Iteration 32Q: 3 clusters Score -855984.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -855994.875000 Penalty: 2896.115723
	Iteration 33Q: 3 clusters Score -855994.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -856006.437500 Penalty: 2896.115723
	Iteration 34Q: 3 clusters Score -856006.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -856014.937500 Penalty: 2896.115723
	Iteration 35Q: 3 clusters Score -856014.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -856022.562500 Penalty: 2896.115723
	Iteration 36Q: 3 clusters Score -856022.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -856026.062500 Penalty: 2896.115723
	Iteration 37Q: 3 clusters Score -856026.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -856030.687500 Penalty: 2896.115723
	Iteration 38Q: 3 clusters Score -856030.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -856036.500000 Penalty: 2896.115723
	Iteration 39Q: 3 clusters Score -856036.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -856039.375000 Penalty: 2896.115723
	Iteration 40F: 3 clusters Score -856039.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -856041.062500 Penalty: 2896.115723
	Iteration 41Q: 3 clusters Score -856041.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -856043.312500 Penalty: 2896.115723
	Iteration 42Q: 3 clusters Score -856043.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -856045.812500 Penalty: 2896.115723
	Iteration 43Q: 3 clusters Score -856045.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -856047.625000 Penalty: 2896.115723
	Iteration 44Q: 3 clusters Score -856047.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -856049.375000 Penalty: 2896.115723
	Iteration 45Q: 3 clusters Score -856049.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -856052.437500 Penalty: 2896.115723
	Iteration 46Q: 3 clusters Score -856052.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -856053.000000 Penalty: 2896.115723
	Iteration 47Q: 3 clusters Score -856053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -856053.437500 Penalty: 2896.115723
	Iteration 48Q: 3 clusters Score -856053.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -856056.687500 Penalty: 2896.115723
	Iteration 49Q: 3 clusters Score -856056.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -856058.937500 Penalty: 2896.115723
	Iteration 50Q: 3 clusters Score -856058.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -856062.812500 Penalty: 2896.115723
	Iteration 51Q: 3 clusters Score -856062.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -856064.625000 Penalty: 2896.115723
	Iteration 52Q: 3 clusters Score -856064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -856064.875000 Penalty: 2896.115723
	Iteration 53Q: 3 clusters Score -856064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -856066.312500 Penalty: 2896.115723
	Iteration 54Q: 3 clusters Score -856066.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -856066.750000 Penalty: 2896.115723
	Iteration 55Q: 3 clusters Score -856066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -856064.812500 Penalty: 2896.115723
	Iteration 56Q: 3 clusters Score -856064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -856064.812500 Penalty: 2896.115723
	Iteration 57F: 3 clusters Score -856064.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (144413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144413 members 
Entering Unmasked Estep 
Score: -16327872.000000 Penalty: 1930.570190
	Iteration 0F: 2 clusters Score -1.632787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 72362 members 
Entering Unmasked Estep 
Score: -16231735.000000 Penalty: 3861.140381
	Iteration 0F: 3 clusters Score -1.623174e+07 nChanged 69871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71184 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -16273078.000000 Penalty: 3861.140381
	Iteration 1F: 3 clusters Score -1.627308e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 74109 members 
Entering Unmasked Estep 
Score: -16274113.000000 Penalty: 3861.140381
	Iteration 2Q: 3 clusters Score -1.627411e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 75410 members 
Entering Unmasked Estep 
Score: -16275541.000000 Penalty: 3861.140381
	Iteration 3Q: 3 clusters Score -1.627554e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 77333 members 
Entering Unmasked Estep 
Score: -16277666.000000 Penalty: 3861.140381
	Iteration 4Q: 3 clusters Score -1.627767e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -16280473.000000 Penalty: 3861.140381
	Iteration 5Q: 3 clusters Score -1.628047e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -16284057.000000 Penalty: 3861.140381
	Iteration 6Q: 3 clusters Score -1.628406e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -16288768.000000 Penalty: 3861.140381
	Iteration 7F: 3 clusters Score -1.628877e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 94519 members 
Entering Unmasked Estep 
Score: -16294114.000000 Penalty: 3861.140381
	Iteration 8F: 3 clusters Score -1.629411e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 99916 members 
Entering Unmasked Estep 
Score: -16299504.000000 Penalty: 3861.140381
	Iteration 9F: 3 clusters Score -1.62995e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 104667 members 
Entering Unmasked Estep 
Score: -16303941.000000 Penalty: 3861.140381
	Iteration 10F: 3 clusters Score -1.630394e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 108433 members 
Entering Unmasked Estep 
Score: -16307264.000000 Penalty: 3861.140381
	Iteration 11Q: 3 clusters Score -1.630726e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 111573 members 
Entering Unmasked Estep 
Score: -16309465.000000 Penalty: 3861.140381
	Iteration 12Q: 3 clusters Score -1.630946e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 114277 members 
Entering Unmasked Estep 
Score: -16311106.000000 Penalty: 3861.140381
	Iteration 13Q: 3 clusters Score -1.631111e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 116933 members 
Entering Unmasked Estep 
Score: -16312347.000000 Penalty: 3861.140381
	Iteration 14Q: 3 clusters Score -1.631235e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 119569 members 
Entering Unmasked Estep 
Score: -16313510.000000 Penalty: 3861.140381
	Iteration 15Q: 3 clusters Score -1.631351e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 122159 members 
Entering Unmasked Estep 
Score: -16314694.000000 Penalty: 3861.140381
	Iteration 16Q: 3 clusters Score -1.631469e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 124731 members 
Entering Unmasked Estep 
Score: -16315939.000000 Penalty: 3861.140381
	Iteration 17Q: 3 clusters Score -1.631594e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 127196 members 
Entering Unmasked Estep 
Score: -16317217.000000 Penalty: 3861.140381
	Iteration 18Q: 3 clusters Score -1.631722e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 129586 members 
Entering Unmasked Estep 
Score: -16318402.000000 Penalty: 3861.140381
	Iteration 19Q: 3 clusters Score -1.63184e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 131817 members 
Entering Unmasked Estep 
Score: -16319569.000000 Penalty: 3861.140381
	Iteration 20F: 3 clusters Score -1.631957e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 133777 members 
Entering Unmasked Estep 
Score: -16320554.000000 Penalty: 3861.140381
	Iteration 21Q: 3 clusters Score -1.632055e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 135545 members 
Entering Unmasked Estep 
Score: -16321456.000000 Penalty: 3861.140381
	Iteration 22Q: 3 clusters Score -1.632146e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 137196 members 
Entering Unmasked Estep 
Score: -16322370.000000 Penalty: 3861.140381
	Iteration 23Q: 3 clusters Score -1.632237e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 138685 members 
Entering Unmasked Estep 
Score: -16323107.000000 Penalty: 3861.140381
	Iteration 24Q: 3 clusters Score -1.632311e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 139936 members 
Entering Unmasked Estep 
Score: -16323832.000000 Penalty: 3861.140381
	Iteration 25Q: 3 clusters Score -1.632383e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 140941 members 
Entering Unmasked Estep 
Score: -16324395.000000 Penalty: 3861.140381
	Iteration 26Q: 3 clusters Score -1.63244e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 141729 members 
Entering Unmasked Estep 
Score: -16324831.000000 Penalty: 3861.140381
	Iteration 27Q: 3 clusters Score -1.632483e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 142311 members 
Entering Unmasked Estep 
Score: -16325271.000000 Penalty: 3861.140381
	Iteration 28Q: 3 clusters Score -1.632527e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 142717 members 
Entering Unmasked Estep 
Score: -16325532.000000 Penalty: 3861.140381
	Iteration 29Q: 3 clusters Score -1.632553e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 142999 members 
Entering Unmasked Estep 
Score: -16325673.000000 Penalty: 3861.140381
	Iteration 30Q: 3 clusters Score -1.632567e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 143204 members 
Entering Unmasked Estep 
Score: -16325766.000000 Penalty: 3861.140381
	Iteration 31Q: 3 clusters Score -1.632577e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 143353 members 
Entering Unmasked Estep 
Score: -16325863.000000 Penalty: 3861.140381
	Iteration 32Q: 3 clusters Score -1.632586e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 143465 members 
Entering Unmasked Estep 
Score: -16325941.000000 Penalty: 3861.140381
	Iteration 33Q: 3 clusters Score -1.632594e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 143550 members 
Entering Unmasked Estep 
Score: -16326005.000000 Penalty: 3861.140381
	Iteration 34Q: 3 clusters Score -1.6326e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 143616 members 
Entering Unmasked Estep 
Score: -16326060.000000 Penalty: 3861.140381
	Iteration 35Q: 3 clusters Score -1.632606e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 143672 members 
Entering Unmasked Estep 
Score: -16326085.000000 Penalty: 3861.140381
	Iteration 36Q: 3 clusters Score -1.632608e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 143712 members 
Entering Unmasked Estep 
Score: -16326116.000000 Penalty: 3861.140381
	Iteration 37Q: 3 clusters Score -1.632612e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 143738 members 
Entering Unmasked Estep 
Score: -16326135.000000 Penalty: 3861.140381
	Iteration 38Q: 3 clusters Score -1.632614e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 143762 members 
Entering Unmasked Estep 
Score: -16326134.000000 Penalty: 3861.140381
	Iteration 39Q: 3 clusters Score -1.632613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 143778 members 
Entering Unmasked Estep 
Score: -16326162.000000 Penalty: 3861.140381
	Iteration 40F: 3 clusters Score -1.632616e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 143793 members 
Entering Unmasked Estep 
Score: -16326179.000000 Penalty: 3861.140381
	Iteration 41Q: 3 clusters Score -1.632618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 143807 members 
Entering Unmasked Estep 
Score: -16326197.000000 Penalty: 3861.140381
	Iteration 42Q: 3 clusters Score -1.63262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 143818 members 
Entering Unmasked Estep 
Score: -16326199.000000 Penalty: 3861.140381
	Iteration 43Q: 3 clusters Score -1.63262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 143831 members 
Entering Unmasked Estep 
Score: -16326196.000000 Penalty: 3861.140381
	Iteration 44Q: 3 clusters Score -1.63262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 143842 members 
Entering Unmasked Estep 
Score: -16326214.000000 Penalty: 3861.140381
	Iteration 45Q: 3 clusters Score -1.632621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 143853 members 
Entering Unmasked Estep 
Score: -16326227.000000 Penalty: 3861.140381
	Iteration 46Q: 3 clusters Score -1.632623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 143862 members 
Entering Unmasked Estep 
Score: -16326222.000000 Penalty: 3861.140381
	Iteration 47Q: 3 clusters Score -1.632622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 143867 members 
Entering Unmasked Estep 
Score: -16326228.000000 Penalty: 3861.140381
	Iteration 48Q: 3 clusters Score -1.632623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 143870 members 
Entering Unmasked Estep 
Score: -16326228.000000 Penalty: 3861.140381
	Iteration 49Q: 3 clusters Score -1.632623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 143873 members 
Entering Unmasked Estep 
Score: -16326232.000000 Penalty: 3861.140381
	Iteration 50Q: 3 clusters Score -1.632623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 143879 members 
Entering Unmasked Estep 
Score: -16326235.000000 Penalty: 3861.140381
	Iteration 51Q: 3 clusters Score -1.632624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 143884 members 
Entering Unmasked Estep 
Score: -16326223.000000 Penalty: 3861.140381
	Iteration 52Q: 3 clusters Score -1.632622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 143891 members 
Entering Unmasked Estep 
Score: -16326233.000000 Penalty: 3861.140381
	Iteration 53Q: 3 clusters Score -1.632623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 143897 members 
Entering Unmasked Estep 
Score: -16326229.000000 Penalty: 3861.140381
	Iteration 54Q: 3 clusters Score -1.632623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 143898 members 
Entering Unmasked Estep 
Score: -16326226.000000 Penalty: 3861.140381
	Iteration 55Q: 3 clusters Score -1.632623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 143903 members 
Entering Unmasked Estep 
Score: -16326235.000000 Penalty: 3861.140381
	Iteration 56Q: 3 clusters Score -1.632624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 143904 members 
Entering Unmasked Estep 
Score: -16326228.000000 Penalty: 3861.140381
	Iteration 57Q: 3 clusters Score -1.632623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 143904 members 
Entering Unmasked Estep 
Score: -16326228.000000 Penalty: 3861.140381
	Iteration 58F: 3 clusters Score -1.632623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -434838.343750 Penalty: 1339.276733
	Iteration 0F: 2 clusters Score -434838.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -431645.500000 Penalty: 2678.553467
	Iteration 0F: 3 clusters Score -431645.5 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -432457.562500 Penalty: 2678.553467
	Iteration 1F: 3 clusters Score -432457.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -432626.312500 Penalty: 2678.553467
	Iteration 2F: 3 clusters Score -432626.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -432740.218750 Penalty: 2678.553467
	Iteration 3F: 3 clusters Score -432740.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -432825.656250 Penalty: 2678.553467
	Iteration 4Q: 3 clusters Score -432825.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -432902.281250 Penalty: 2678.553467
	Iteration 5Q: 3 clusters Score -432902.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -432981.531250 Penalty: 2678.553467
	Iteration 6Q: 3 clusters Score -432981.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -433070.750000 Penalty: 2678.553467
	Iteration 7Q: 3 clusters Score -433070.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -433161.343750 Penalty: 2678.553467
	Iteration 8Q: 3 clusters Score -433161.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -433252.031250 Penalty: 2678.553467
	Iteration 9Q: 3 clusters Score -433252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -433344.468750 Penalty: 2678.553467
	Iteration 10Q: 3 clusters Score -433344.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -433421.906250 Penalty: 2678.553467
	Iteration 11Q: 3 clusters Score -433421.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -433484.312500 Penalty: 2678.553467
	Iteration 12Q: 3 clusters Score -433484.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -433538.343750 Penalty: 2678.553467
	Iteration 13Q: 3 clusters Score -433538.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -433595.312500 Penalty: 2678.553467
	Iteration 14Q: 3 clusters Score -433595.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -433634.437500 Penalty: 2678.553467
	Iteration 15Q: 3 clusters Score -433634.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -433669.625000 Penalty: 2678.553467
	Iteration 16Q: 3 clusters Score -433669.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -433701.468750 Penalty: 2678.553467
	Iteration 17Q: 3 clusters Score -433701.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -433718.406250 Penalty: 2678.553467
	Iteration 18Q: 3 clusters Score -433718.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -433728.531250 Penalty: 2678.553467
	Iteration 19Q: 3 clusters Score -433728.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -433734.375000 Penalty: 2678.553467
	Iteration 20F: 3 clusters Score -433734.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -433742.062500 Penalty: 2678.553467
	Iteration 21Q: 3 clusters Score -433742.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -433750.718750 Penalty: 2678.553467
	Iteration 22Q: 3 clusters Score -433750.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -433759.875000 Penalty: 2678.553467
	Iteration 23Q: 3 clusters Score -433759.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -433773.875000 Penalty: 2678.553467
	Iteration 24Q: 3 clusters Score -433773.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -433785.375000 Penalty: 2678.553467
	Iteration 25Q: 3 clusters Score -433785.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -433793.468750 Penalty: 2678.553467
	Iteration 26Q: 3 clusters Score -433793.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -433799.093750 Penalty: 2678.553467
	Iteration 27Q: 3 clusters Score -433799.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -433807.031250 Penalty: 2678.553467
	Iteration 28Q: 3 clusters Score -433807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -433811.343750 Penalty: 2678.553467
	Iteration 29Q: 3 clusters Score -433811.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -433812.343750 Penalty: 2678.553467
	Iteration 30Q: 3 clusters Score -433812.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -433813.375000 Penalty: 2678.553467
	Iteration 31Q: 3 clusters Score -433813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -433813.406250 Penalty: 2678.553467
	Iteration 32Q: 3 clusters Score -433813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -433815.000000 Penalty: 2678.553467
	Iteration 33Q: 3 clusters Score -433815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -433815.000000 Penalty: 2678.553467
	Iteration 34F: 3 clusters Score -433815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (151486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151486 members 
Entering Unmasked Estep 
Score: -17584096.000000 Penalty: 1938.340332
	Iteration 0F: 2 clusters Score -1.75841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75837 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -17496670.000000 Penalty: 3876.680664
	Iteration 0F: 3 clusters Score -1.749667e+07 nChanged 73118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -17539550.000000 Penalty: 3876.680664
	Iteration 1F: 3 clusters Score -1.753955e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -17540440.000000 Penalty: 3876.680664
	Iteration 2Q: 3 clusters Score -1.754044e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -17541812.000000 Penalty: 3876.680664
	Iteration 3Q: 3 clusters Score -1.754181e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 74298 members 
Entering Unmasked Estep 
Score: -17544408.000000 Penalty: 3876.680664
	Iteration 4Q: 3 clusters Score -1.754441e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76602 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -17549158.000000 Penalty: 3876.680664
	Iteration 5F: 3 clusters Score -1.754916e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -17557446.000000 Penalty: 3876.680664
	Iteration 6F: 3 clusters Score -1.755745e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -17569324.000000 Penalty: 3876.680664
	Iteration 7F: 3 clusters Score -1.756932e+07 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
Score: -17579060.000000 Penalty: 3876.680664
	Iteration 8F: 3 clusters Score -1.757906e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 80486 members 
Entering Unmasked Estep 
Score: -17583792.000000 Penalty: 3876.680664
	Iteration 9F: 3 clusters Score -1.758379e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 81024 members 
Entering Unmasked Estep 
Score: -17586384.000000 Penalty: 3876.680664
	Iteration 10Q: 3 clusters Score -1.758638e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -17588282.000000 Penalty: 3876.680664
	Iteration 11Q: 3 clusters Score -1.758828e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -17589698.000000 Penalty: 3876.680664
	Iteration 12Q: 3 clusters Score -1.75897e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 81636 members 
Entering Unmasked Estep 
Score: -17590828.000000 Penalty: 3876.680664
	Iteration 13Q: 3 clusters Score -1.759083e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 81736 members 
Entering Unmasked Estep 
Score: -17591464.000000 Penalty: 3876.680664
	Iteration 14Q: 3 clusters Score -1.759146e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69714 members 
Mstep: Class 2 contains 81772 members 
Entering Unmasked Estep 
Score: -17591946.000000 Penalty: 3876.680664
	Iteration 15Q: 3 clusters Score -1.759195e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69661 members 
Mstep: Class 2 contains 81825 members 
Entering Unmasked Estep 
Score: -17592146.000000 Penalty: 3876.680664
	Iteration 16Q: 3 clusters Score -1.759215e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 82008 members 
Entering Unmasked Estep 
Score: -17592260.000000 Penalty: 3876.680664
	Iteration 17Q: 3 clusters Score -1.759226e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -17592404.000000 Penalty: 3876.680664
	Iteration 18Q: 3 clusters Score -1.75924e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
Score: -17592380.000000 Penalty: 3876.680664
	Iteration 19Q: 3 clusters Score -1.759238e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -17592342.000000 Penalty: 3876.680664
	Iteration 20F: 3 clusters Score -1.759234e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -17592316.000000 Penalty: 3876.680664
	Iteration 21Q: 3 clusters Score -1.759232e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -17592326.000000 Penalty: 3876.680664
	Iteration 22Q: 3 clusters Score -1.759233e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -17592320.000000 Penalty: 3876.680664
	Iteration 23Q: 3 clusters Score -1.759232e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 82775 members 
Entering Unmasked Estep 
Score: -17592272.000000 Penalty: 3876.680664
	Iteration 24Q: 3 clusters Score -1.759227e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -17592256.000000 Penalty: 3876.680664
	Iteration 25Q: 3 clusters Score -1.759226e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 82936 members 
Entering Unmasked Estep 
Score: -17592266.000000 Penalty: 3876.680664
	Iteration 26Q: 3 clusters Score -1.759227e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 83012 members 
Entering Unmasked Estep 
Score: -17592260.000000 Penalty: 3876.680664
	Iteration 27Q: 3 clusters Score -1.759226e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 83102 members 
Entering Unmasked Estep 
Score: -17592230.000000 Penalty: 3876.680664
	Iteration 28Q: 3 clusters Score -1.759223e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 83201 members 
Entering Unmasked Estep 
Score: -17592254.000000 Penalty: 3876.680664
	Iteration 29Q: 3 clusters Score -1.759225e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 83300 members 
Entering Unmasked Estep 
Score: -17592280.000000 Penalty: 3876.680664
	Iteration 30Q: 3 clusters Score -1.759228e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 83414 members 
Entering Unmasked Estep 
Score: -17592306.000000 Penalty: 3876.680664
	Iteration 31Q: 3 clusters Score -1.759231e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 83529 members 
Entering Unmasked Estep 
Score: -17592288.000000 Penalty: 3876.680664
	Iteration 32Q: 3 clusters Score -1.759229e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 83628 members 
Entering Unmasked Estep 
Score: -17592308.000000 Penalty: 3876.680664
	Iteration 33Q: 3 clusters Score -1.759231e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 83691 members 
Entering Unmasked Estep 
Score: -17592280.000000 Penalty: 3876.680664
	Iteration 34Q: 3 clusters Score -1.759228e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 83771 members 
Entering Unmasked Estep 
Score: -17592288.000000 Penalty: 3876.680664
	Iteration 35Q: 3 clusters Score -1.759229e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -17592272.000000 Penalty: 3876.680664
	Iteration 36Q: 3 clusters Score -1.759227e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67627 members 
Mstep: Class 2 contains 83859 members 
Entering Unmasked Estep 
Score: -17592274.000000 Penalty: 3876.680664
	Iteration 37Q: 3 clusters Score -1.759227e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67595 members 
Mstep: Class 2 contains 83891 members 
Entering Unmasked Estep 
Score: -17592262.000000 Penalty: 3876.680664
	Iteration 38Q: 3 clusters Score -1.759226e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 83925 members 
Entering Unmasked Estep 
Score: -17592256.000000 Penalty: 3876.680664
	Iteration 39Q: 3 clusters Score -1.759226e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67544 members 
Mstep: Class 2 contains 83942 members 
Entering Unmasked Estep 
Score: -17592280.000000 Penalty: 3876.680664
	Iteration 40F: 3 clusters Score -1.759228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67531 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
Score: -17592268.000000 Penalty: 3876.680664
	Iteration 41Q: 3 clusters Score -1.759227e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 83969 members 
Entering Unmasked Estep 
Score: -17592270.000000 Penalty: 3876.680664
	Iteration 42Q: 3 clusters Score -1.759227e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -17592258.000000 Penalty: 3876.680664
	Iteration 43Q: 3 clusters Score -1.759226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 84014 members 
Entering Unmasked Estep 
Score: -17592244.000000 Penalty: 3876.680664
	Iteration 44Q: 3 clusters Score -1.759224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 84026 members 
Entering Unmasked Estep 
Score: -17592232.000000 Penalty: 3876.680664
	Iteration 45Q: 3 clusters Score -1.759223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 84035 members 
Entering Unmasked Estep 
Score: -17592246.000000 Penalty: 3876.680664
	Iteration 46Q: 3 clusters Score -1.759225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67439 members 
Mstep: Class 2 contains 84047 members 
Entering Unmasked Estep 
Score: -17592246.000000 Penalty: 3876.680664
	Iteration 47Q: 3 clusters Score -1.759225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 84054 members 
Entering Unmasked Estep 
Score: -17592240.000000 Penalty: 3876.680664
	Iteration 48Q: 3 clusters Score -1.759224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Mstep: Class 2 contains 84068 members 
Entering Unmasked Estep 
Score: -17592232.000000 Penalty: 3876.680664
	Iteration 49Q: 3 clusters Score -1.759223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -17592232.000000 Penalty: 3876.680664
	Iteration 50Q: 3 clusters Score -1.759223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
Score: -17592232.000000 Penalty: 3876.680664
	Iteration 51Q: 3 clusters Score -1.759223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 84086 members 
Entering Unmasked Estep 
Score: -17592246.000000 Penalty: 3876.680664
	Iteration 52Q: 3 clusters Score -1.759225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 84090 members 
Entering Unmasked Estep 
Score: -17592248.000000 Penalty: 3876.680664
	Iteration 53Q: 3 clusters Score -1.759225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -17592256.000000 Penalty: 3876.680664
	Iteration 54Q: 3 clusters Score -1.759226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 84092 members 
Entering Unmasked Estep 
Score: -17592256.000000 Penalty: 3876.680664
	Iteration 55Q: 3 clusters Score -1.759226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -17592246.000000 Penalty: 3876.680664
	Iteration 56Q: 3 clusters Score -1.759225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 84094 members 
Entering Unmasked Estep 
Score: -17592248.000000 Penalty: 3876.680664
	Iteration 57Q: 3 clusters Score -1.759225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 84094 members 
Entering Unmasked Estep 
Score: -17592248.000000 Penalty: 3876.680664
	Iteration 58F: 3 clusters Score -1.759225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39436 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 4943 members 
Mstep: Class 5 contains 21220 members 
Mstep: Class 6 contains 18091 members 
Mstep: Class 7 contains 15438 members 
Mstep: Class 8 contains 84607 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 7414 members 
Mstep: Class 14 contains 144413 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 67392 members 
Mstep: Class 17 contains 60700 members 
Mstep: Class 18 contains 10571 members 
Mstep: Class 19 contains 100266 members 
Mstep: Class 20 contains 12507 members 
Mstep: Class 21 contains 145303 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5509 members 
Mstep: Class 24 contains 3784 members 
Mstep: Class 25 contains 8767 members 
Mstep: Class 26 contains 10609 members 
Mstep: Class 27 contains 84094 members 
Entering Unmasked Estep 
Score: -102092936.000000 Penalty: 60205.453125
Splitting cluster 16 changes total score from -102085464.000000 to -102092936.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (60700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Entering Unmasked Estep 
Score: -7061212.500000 Penalty: 1789.726074
	Iteration 0F: 2 clusters Score -7061212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -7020613.500000 Penalty: 3579.452148
	Iteration 0F: 3 clusters Score -7020614 nChanged 28765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -7036893.000000 Penalty: 3579.452148
	Iteration 1F: 3 clusters Score -7036893 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -7037308.000000 Penalty: 3579.452148
	Iteration 2Q: 3 clusters Score -7037308 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -7037717.000000 Penalty: 3579.452148
	Iteration 3Q: 3 clusters Score -7037717 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -7038108.000000 Penalty: 3579.452148
	Iteration 4Q: 3 clusters Score -7038108 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -7038648.500000 Penalty: 3579.452148
	Iteration 5Q: 3 clusters Score -7038648 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -7039341.500000 Penalty: 3579.452148
	Iteration 6Q: 3 clusters Score -7039342 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -7040542.500000 Penalty: 3579.452148
	Iteration 7Q: 3 clusters Score -7040542 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -7042347.000000 Penalty: 3579.452148
	Iteration 8Q: 3 clusters Score -7042347 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -7044998.000000 Penalty: 3579.452148
	Iteration 9F: 3 clusters Score -7044998 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -7047646.500000 Penalty: 3579.452148
	Iteration 10F: 3 clusters Score -7047646 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -7049375.000000 Penalty: 3579.452148
	Iteration 11F: 3 clusters Score -7049375 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -7050208.500000 Penalty: 3579.452148
	Iteration 12Q: 3 clusters Score -7050208 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -7050628.500000 Penalty: 3579.452148
	Iteration 13Q: 3 clusters Score -7050628 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -7051010.000000 Penalty: 3579.452148
	Iteration 14Q: 3 clusters Score -7051010 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -7051402.500000 Penalty: 3579.452148
	Iteration 15Q: 3 clusters Score -7051402 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -7051943.000000 Penalty: 3579.452148
	Iteration 16Q: 3 clusters Score -7051943 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -7052527.000000 Penalty: 3579.452148
	Iteration 17Q: 3 clusters Score -7052527 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -7053178.000000 Penalty: 3579.452148
	Iteration 18Q: 3 clusters Score -7053178 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -7053936.000000 Penalty: 3579.452148
	Iteration 19Q: 3 clusters Score -7053936 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -7054718.500000 Penalty: 3579.452148
	Iteration 20F: 3 clusters Score -7054718 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -7055510.000000 Penalty: 3579.452148
	Iteration 21Q: 3 clusters Score -7055510 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -7056290.500000 Penalty: 3579.452148
	Iteration 22Q: 3 clusters Score -7056290 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -7056944.000000 Penalty: 3579.452148
	Iteration 23Q: 3 clusters Score -7056944 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -7057516.500000 Penalty: 3579.452148
	Iteration 24Q: 3 clusters Score -7057516 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -7057983.000000 Penalty: 3579.452148
	Iteration 25Q: 3 clusters Score -7057983 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -7058352.000000 Penalty: 3579.452148
	Iteration 26Q: 3 clusters Score -7058352 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -7058623.500000 Penalty: 3579.452148
	Iteration 27Q: 3 clusters Score -7058624 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
Score: -7058840.500000 Penalty: 3579.452148
	Iteration 28Q: 3 clusters Score -7058840 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -7059009.000000 Penalty: 3579.452148
	Iteration 29Q: 3 clusters Score -7059009 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -7059144.000000 Penalty: 3579.452148
	Iteration 30Q: 3 clusters Score -7059144 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -7059250.000000 Penalty: 3579.452148
	Iteration 31Q: 3 clusters Score -7059250 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -7059341.500000 Penalty: 3579.452148
	Iteration 32Q: 3 clusters Score -7059342 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -7059422.000000 Penalty: 3579.452148
	Iteration 33Q: 3 clusters Score -7059422 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -7059475.500000 Penalty: 3579.452148
	Iteration 34Q: 3 clusters Score -7059476 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -7059521.000000 Penalty: 3579.452148
	Iteration 35Q: 3 clusters Score -7059521 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -7059544.000000 Penalty: 3579.452148
	Iteration 36Q: 3 clusters Score -7059544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -7059570.500000 Penalty: 3579.452148
	Iteration 37Q: 3 clusters Score -7059570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -7059595.000000 Penalty: 3579.452148
	Iteration 38Q: 3 clusters Score -7059595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -7059611.000000 Penalty: 3579.452148
	Iteration 39Q: 3 clusters Score -7059611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -7059640.500000 Penalty: 3579.452148
	Iteration 40F: 3 clusters Score -7059640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -7059652.500000 Penalty: 3579.452148
	Iteration 41Q: 3 clusters Score -7059652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 60121 members 
Entering Unmasked Estep 
Score: -7059657.500000 Penalty: 3579.452148
	Iteration 42Q: 3 clusters Score -7059658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 60133 members 
Entering Unmasked Estep 
Score: -7059668.500000 Penalty: 3579.452148
	Iteration 43Q: 3 clusters Score -7059668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -7059678.000000 Penalty: 3579.452148
	Iteration 44Q: 3 clusters Score -7059678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -7059678.000000 Penalty: 3579.452148
	Iteration 45Q: 3 clusters Score -7059678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
Score: -7059681.000000 Penalty: 3579.452148
	Iteration 46Q: 3 clusters Score -7059681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
Score: -7059683.500000 Penalty: 3579.452148
	Iteration 47Q: 3 clusters Score -7059684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -7059682.000000 Penalty: 3579.452148
	Iteration 48Q: 3 clusters Score -7059682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -7059681.000000 Penalty: 3579.452148
	Iteration 49Q: 3 clusters Score -7059681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -7059684.000000 Penalty: 3579.452148
	Iteration 50Q: 3 clusters Score -7059684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -7059684.000000 Penalty: 3579.452148
	Iteration 51F: 3 clusters Score -7059684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Entering Unmasked Estep 
Score: -1205538.375000 Penalty: 1505.703857
	Iteration 0F: 2 clusters Score -1205538 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 5292 members 
Entering Unmasked Estep 
Score: -1197929.750000 Penalty: 3011.407715
	Iteration 0F: 3 clusters Score -1197930 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1200661.250000 Penalty: 3011.407715
	Iteration 1F: 3 clusters Score -1200661 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1201180.750000 Penalty: 3011.407715
	Iteration 2F: 3 clusters Score -1201181 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1201748.125000 Penalty: 3011.407715
	Iteration 3F: 3 clusters Score -1201748 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1202362.250000 Penalty: 3011.407715
	Iteration 4F: 3 clusters Score -1202362 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1202974.125000 Penalty: 3011.407715
	Iteration 5F: 3 clusters Score -1202974 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1203511.500000 Penalty: 3011.407715
	Iteration 6F: 3 clusters Score -1203512 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1203924.625000 Penalty: 3011.407715
	Iteration 7F: 3 clusters Score -1203925 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1204117.750000 Penalty: 3011.407715
	Iteration 8Q: 3 clusters Score -1204118 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1204207.375000 Penalty: 3011.407715
	Iteration 9Q: 3 clusters Score -1204207 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1204250.125000 Penalty: 3011.407715
	Iteration 10Q: 3 clusters Score -1204250 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1204263.375000 Penalty: 3011.407715
	Iteration 11Q: 3 clusters Score -1204263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1204273.375000 Penalty: 3011.407715
	Iteration 12Q: 3 clusters Score -1204273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1204278.250000 Penalty: 3011.407715
	Iteration 13Q: 3 clusters Score -1204278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1204276.625000 Penalty: 3011.407715
	Iteration 14Q: 3 clusters Score -1204277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1204281.500000 Penalty: 3011.407715
	Iteration 15Q: 3 clusters Score -1204282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1204284.500000 Penalty: 3011.407715
	Iteration 16Q: 3 clusters Score -1204284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1204285.125000 Penalty: 3011.407715
	Iteration 17Q: 3 clusters Score -1204285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1204284.625000 Penalty: 3011.407715
	Iteration 18Q: 3 clusters Score -1204285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1204286.250000 Penalty: 3011.407715
	Iteration 19Q: 3 clusters Score -1204286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1204288.625000 Penalty: 3011.407715
	Iteration 20F: 3 clusters Score -1204289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1204288.000000 Penalty: 3011.407715
	Iteration 21Q: 3 clusters Score -1204288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1204291.625000 Penalty: 3011.407715
	Iteration 22Q: 3 clusters Score -1204292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1204289.000000 Penalty: 3011.407715
	Iteration 23Q: 3 clusters Score -1204289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1204286.750000 Penalty: 3011.407715
	Iteration 24Q: 3 clusters Score -1204287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1204286.750000 Penalty: 3011.407715
	Iteration 25F: 3 clusters Score -1204287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (100266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100266 members 
Entering Unmasked Estep 
Score: -11651001.000000 Penalty: 1871.282104
	Iteration 0F: 2 clusters Score -1.1651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -11588015.000000 Penalty: 3742.564209
	Iteration 0F: 3 clusters Score -1.158802e+07 nChanged 47875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -11615034.000000 Penalty: 3742.564209
	Iteration 1F: 3 clusters Score -1.161503e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -11615548.000000 Penalty: 3742.564209
	Iteration 2Q: 3 clusters Score -1.161555e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -11616319.000000 Penalty: 3742.564209
	Iteration 3Q: 3 clusters Score -1.161632e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -11617334.000000 Penalty: 3742.564209
	Iteration 4Q: 3 clusters Score -1.161733e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -11618922.000000 Penalty: 3742.564209
	Iteration 5Q: 3 clusters Score -1.161892e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -11621618.000000 Penalty: 3742.564209
	Iteration 6F: 3 clusters Score -1.162162e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -11626083.000000 Penalty: 3742.564209
	Iteration 7F: 3 clusters Score -1.162608e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -11632047.000000 Penalty: 3742.564209
	Iteration 8F: 3 clusters Score -1.163205e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87922 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -11638640.000000 Penalty: 3742.564209
	Iteration 9F: 3 clusters Score -1.163864e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -11643932.000000 Penalty: 3742.564209
	Iteration 10F: 3 clusters Score -1.164393e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98177 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -11647369.000000 Penalty: 3742.564209
	Iteration 11Q: 3 clusters Score -1.164737e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99673 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11648768.000000 Penalty: 3742.564209
	Iteration 12Q: 3 clusters Score -1.164877e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11649160.000000 Penalty: 3742.564209
	Iteration 13Q: 3 clusters Score -1.164916e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11649256.000000 Penalty: 3742.564209
	Iteration 14Q: 3 clusters Score -1.164926e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100126 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11649298.000000 Penalty: 3742.564209
	Iteration 15Q: 3 clusters Score -1.16493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100134 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11649327.000000 Penalty: 3742.564209
	Iteration 16Q: 3 clusters Score -1.164933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11649348.000000 Penalty: 3742.564209
	Iteration 17Q: 3 clusters Score -1.164935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100140 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11649354.000000 Penalty: 3742.564209
	Iteration 18Q: 3 clusters Score -1.164935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11649360.000000 Penalty: 3742.564209
	Iteration 19Q: 3 clusters Score -1.164936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11649360.000000 Penalty: 3742.564209
	Iteration 20F: 3 clusters Score -1.164936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Entering Unmasked Estep 
Score: -1446709.125000 Penalty: 1533.032104
	Iteration 0F: 2 clusters Score -1446709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1437902.250000 Penalty: 3066.064209
	Iteration 0F: 3 clusters Score -1437902 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1440818.750000 Penalty: 3066.064209
	Iteration 1F: 3 clusters Score -1440819 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1441091.375000 Penalty: 3066.064209
	Iteration 2F: 3 clusters Score -1441091 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1441300.750000 Penalty: 3066.064209
	Iteration 3Q: 3 clusters Score -1441301 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1441483.875000 Penalty: 3066.064209
	Iteration 4Q: 3 clusters Score -1441484 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1441653.375000 Penalty: 3066.064209
	Iteration 5Q: 3 clusters Score -1441653 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1441841.125000 Penalty: 3066.064209
	Iteration 6Q: 3 clusters Score -1441841 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1442021.250000 Penalty: 3066.064209
	Iteration 7Q: 3 clusters Score -1442021 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1442219.625000 Penalty: 3066.064209
	Iteration 8Q: 3 clusters Score -1442220 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1442454.375000 Penalty: 3066.064209
	Iteration 9Q: 3 clusters Score -1442454 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1442721.625000 Penalty: 3066.064209
	Iteration 10Q: 3 clusters Score -1442722 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1443015.125000 Penalty: 3066.064209
	Iteration 11Q: 3 clusters Score -1443015 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1443361.375000 Penalty: 3066.064209
	Iteration 12Q: 3 clusters Score -1443361 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1443723.750000 Penalty: 3066.064209
	Iteration 13Q: 3 clusters Score -1443724 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1444036.125000 Penalty: 3066.064209
	Iteration 14Q: 3 clusters Score -1444036 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1444269.875000 Penalty: 3066.064209
	Iteration 15Q: 3 clusters Score -1444270 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1444451.500000 Penalty: 3066.064209
	Iteration 16Q: 3 clusters Score -1444452 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1444570.875000 Penalty: 3066.064209
	Iteration 17Q: 3 clusters Score -1444571 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1444666.375000 Penalty: 3066.064209
	Iteration 18Q: 3 clusters Score -1444666 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1444738.875000 Penalty: 3066.064209
	Iteration 19Q: 3 clusters Score -1444739 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1444814.000000 Penalty: 3066.064209
	Iteration 20F: 3 clusters Score -1444814 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1444871.625000 Penalty: 3066.064209
	Iteration 21Q: 3 clusters Score -1444872 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1444936.250000 Penalty: 3066.064209
	Iteration 22Q: 3 clusters Score -1444936 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1444986.875000 Penalty: 3066.064209
	Iteration 23Q: 3 clusters Score -1444987 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1445045.625000 Penalty: 3066.064209
	Iteration 24Q: 3 clusters Score -1445046 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1445103.375000 Penalty: 3066.064209
	Iteration 25Q: 3 clusters Score -1445103 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1445149.750000 Penalty: 3066.064209
	Iteration 26Q: 3 clusters Score -1445150 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1445196.375000 Penalty: 3066.064209
	Iteration 27Q: 3 clusters Score -1445196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1445220.750000 Penalty: 3066.064209
	Iteration 28Q: 3 clusters Score -1445221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1445252.000000 Penalty: 3066.064209
	Iteration 29Q: 3 clusters Score -1445252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1445272.875000 Penalty: 3066.064209
	Iteration 30Q: 3 clusters Score -1445273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1445289.875000 Penalty: 3066.064209
	Iteration 31Q: 3 clusters Score -1445290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1445300.625000 Penalty: 3066.064209
	Iteration 32Q: 3 clusters Score -1445301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1445307.000000 Penalty: 3066.064209
	Iteration 33Q: 3 clusters Score -1445307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1445316.000000 Penalty: 3066.064209
	Iteration 34Q: 3 clusters Score -1445316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1445317.500000 Penalty: 3066.064209
	Iteration 35Q: 3 clusters Score -1445318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1445321.875000 Penalty: 3066.064209
	Iteration 36Q: 3 clusters Score -1445322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1445330.125000 Penalty: 3066.064209
	Iteration 37Q: 3 clusters Score -1445330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1445337.875000 Penalty: 3066.064209
	Iteration 38Q: 3 clusters Score -1445338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1445345.125000 Penalty: 3066.064209
	Iteration 39Q: 3 clusters Score -1445345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1445351.500000 Penalty: 3066.064209
	Iteration 40F: 3 clusters Score -1445352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1445352.875000 Penalty: 3066.064209
	Iteration 41Q: 3 clusters Score -1445353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1445353.750000 Penalty: 3066.064209
	Iteration 42Q: 3 clusters Score -1445354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1445355.250000 Penalty: 3066.064209
	Iteration 43Q: 3 clusters Score -1445355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1445354.125000 Penalty: 3066.064209
	Iteration 44Q: 3 clusters Score -1445354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1445354.875000 Penalty: 3066.064209
	Iteration 45Q: 3 clusters Score -1445355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1445357.750000 Penalty: 3066.064209
	Iteration 46Q: 3 clusters Score -1445358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1445359.250000 Penalty: 3066.064209
	Iteration 47Q: 3 clusters Score -1445359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1445359.250000 Penalty: 3066.064209
	Iteration 48F: 3 clusters Score -1445359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (145303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145303 members 
Entering Unmasked Estep 
Score: -16488062.000000 Penalty: 1931.568726
	Iteration 0F: 2 clusters Score -1.648806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -16392417.000000 Penalty: 3863.137451
	Iteration 0F: 3 clusters Score -1.639242e+07 nChanged 70047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -16433613.000000 Penalty: 3863.137451
	Iteration 1F: 3 clusters Score -1.643361e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 66356 members 
Entering Unmasked Estep 
Score: -16434613.000000 Penalty: 3863.137451
	Iteration 2Q: 3 clusters Score -1.643461e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 62488 members 
Entering Unmasked Estep 
Score: -16436293.000000 Penalty: 3863.137451
	Iteration 3Q: 3 clusters Score -1.643629e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -16439152.000000 Penalty: 3863.137451
	Iteration 4Q: 3 clusters Score -1.643915e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97628 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -16444335.000000 Penalty: 3863.137451
	Iteration 5F: 3 clusters Score -1.644434e+07 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109473 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -16453311.000000 Penalty: 3863.137451
	Iteration 6F: 3 clusters Score -1.645331e+07 nChanged 13180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122625 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -16464621.000000 Penalty: 3863.137451
	Iteration 7F: 3 clusters Score -1.646462e+07 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133947 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -16475309.000000 Penalty: 3863.137451
	Iteration 8F: 3 clusters Score -1.647531e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140969 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -16482283.000000 Penalty: 3863.137451
	Iteration 9Q: 3 clusters Score -1.648228e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143969 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -16485132.000000 Penalty: 3863.137451
	Iteration 10Q: 3 clusters Score -1.648513e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144890 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -16485962.000000 Penalty: 3863.137451
	Iteration 11Q: 3 clusters Score -1.648596e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145091 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16486166.000000 Penalty: 3863.137451
	Iteration 12Q: 3 clusters Score -1.648617e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145133 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16486241.000000 Penalty: 3863.137451
	Iteration 13Q: 3 clusters Score -1.648624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145150 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16486284.000000 Penalty: 3863.137451
	Iteration 14Q: 3 clusters Score -1.648628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145155 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16486308.000000 Penalty: 3863.137451
	Iteration 15Q: 3 clusters Score -1.648631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145159 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16486317.000000 Penalty: 3863.137451
	Iteration 16Q: 3 clusters Score -1.648632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145162 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16486338.000000 Penalty: 3863.137451
	Iteration 17Q: 3 clusters Score -1.648634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145164 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16486349.000000 Penalty: 3863.137451
	Iteration 18Q: 3 clusters Score -1.648635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145161 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16486362.000000 Penalty: 3863.137451
	Iteration 19Q: 3 clusters Score -1.648636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145159 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16486366.000000 Penalty: 3863.137451
	Iteration 20F: 3 clusters Score -1.648637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145158 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16486365.000000 Penalty: 3863.137451
	Iteration 21Q: 3 clusters Score -1.648636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145159 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16486361.000000 Penalty: 3863.137451
	Iteration 22Q: 3 clusters Score -1.648636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145160 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16486362.000000 Penalty: 3863.137451
	Iteration 23Q: 3 clusters Score -1.648636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145160 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16486362.000000 Penalty: 3863.137451
	Iteration 24F: 3 clusters Score -1.648636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Entering Unmasked Estep 
Score: -422491.906250 Penalty: 1336.600708
	Iteration 0F: 2 clusters Score -422491.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -419352.343750 Penalty: 2673.201416
	Iteration 0F: 3 clusters Score -419352.3 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -420204.000000 Penalty: 2673.201416
	Iteration 1F: 3 clusters Score -420204 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -420437.593750 Penalty: 2673.201416
	Iteration 2F: 3 clusters Score -420437.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -420617.437500 Penalty: 2673.201416
	Iteration 3F: 3 clusters Score -420617.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -420789.312500 Penalty: 2673.201416
	Iteration 4F: 3 clusters Score -420789.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -420935.312500 Penalty: 2673.201416
	Iteration 5F: 3 clusters Score -420935.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -421048.312500 Penalty: 2673.201416
	Iteration 6Q: 3 clusters Score -421048.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -421140.875000 Penalty: 2673.201416
	Iteration 7Q: 3 clusters Score -421140.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -421213.343750 Penalty: 2673.201416
	Iteration 8Q: 3 clusters Score -421213.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -421268.812500 Penalty: 2673.201416
	Iteration 9Q: 3 clusters Score -421268.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -421324.500000 Penalty: 2673.201416
	Iteration 10Q: 3 clusters Score -421324.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -421364.031250 Penalty: 2673.201416
	Iteration 11Q: 3 clusters Score -421364 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -421401.906250 Penalty: 2673.201416
	Iteration 12Q: 3 clusters Score -421401.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -421438.750000 Penalty: 2673.201416
	Iteration 13Q: 3 clusters Score -421438.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -421483.281250 Penalty: 2673.201416
	Iteration 14Q: 3 clusters Score -421483.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -421527.000000 Penalty: 2673.201416
	Iteration 15Q: 3 clusters Score -421527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -421558.437500 Penalty: 2673.201416
	Iteration 16Q: 3 clusters Score -421558.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -421583.093750 Penalty: 2673.201416
	Iteration 17Q: 3 clusters Score -421583.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -421604.968750 Penalty: 2673.201416
	Iteration 18Q: 3 clusters Score -421605 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -421627.187500 Penalty: 2673.201416
	Iteration 19Q: 3 clusters Score -421627.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -421643.625000 Penalty: 2673.201416
	Iteration 20F: 3 clusters Score -421643.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -421682.875000 Penalty: 2673.201416
	Iteration 21Q: 3 clusters Score -421682.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -421718.843750 Penalty: 2673.201416
	Iteration 22Q: 3 clusters Score -421718.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -421741.093750 Penalty: 2673.201416
	Iteration 23Q: 3 clusters Score -421741.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -421756.875000 Penalty: 2673.201416
	Iteration 24Q: 3 clusters Score -421756.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -421779.156250 Penalty: 2673.201416
	Iteration 25Q: 3 clusters Score -421779.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -421792.093750 Penalty: 2673.201416
	Iteration 26Q: 3 clusters Score -421792.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -421800.125000 Penalty: 2673.201416
	Iteration 27Q: 3 clusters Score -421800.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -421804.968750 Penalty: 2673.201416
	Iteration 28Q: 3 clusters Score -421805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -421807.187500 Penalty: 2673.201416
	Iteration 29Q: 3 clusters Score -421807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -421808.968750 Penalty: 2673.201416
	Iteration 30Q: 3 clusters Score -421809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -421810.625000 Penalty: 2673.201416
	Iteration 31Q: 3 clusters Score -421810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -421810.812500 Penalty: 2673.201416
	Iteration 32Q: 3 clusters Score -421810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -421811.000000 Penalty: 2673.201416
	Iteration 33Q: 3 clusters Score -421811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -421816.843750 Penalty: 2673.201416
	Iteration 34F: 3 clusters Score -421816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -421821.375000 Penalty: 2673.201416
	Iteration 35Q: 3 clusters Score -421821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -421823.843750 Penalty: 2673.201416
	Iteration 36Q: 3 clusters Score -421823.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -421827.531250 Penalty: 2673.201416
	Iteration 37Q: 3 clusters Score -421827.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -421829.593750 Penalty: 2673.201416
	Iteration 38Q: 3 clusters Score -421829.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -421830.250000 Penalty: 2673.201416
	Iteration 39Q: 3 clusters Score -421830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -421830.968750 Penalty: 2673.201416
	Iteration 40F: 3 clusters Score -421831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -421831.281250 Penalty: 2673.201416
	Iteration 41Q: 3 clusters Score -421831.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -421831.093750 Penalty: 2673.201416
	Iteration 42Q: 3 clusters Score -421831.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -421831.093750 Penalty: 2673.201416
	Iteration 43F: 3 clusters Score -421831.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Entering Unmasked Estep 
Score: -636555.437500 Penalty: 1399.797485
	Iteration 0F: 2 clusters Score -636555.4 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 2735 members 
Entering Unmasked Estep 
Score: -632165.375000 Penalty: 2799.594971
	Iteration 0F: 3 clusters Score -632165.4 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -633371.562500 Penalty: 2799.594971
	Iteration 1F: 3 clusters Score -633371.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -633546.812500 Penalty: 2799.594971
	Iteration 2F: 3 clusters Score -633546.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -633660.125000 Penalty: 2799.594971
	Iteration 3F: 3 clusters Score -633660.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -633731.437500 Penalty: 2799.594971
	Iteration 4Q: 3 clusters Score -633731.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -633778.375000 Penalty: 2799.594971
	Iteration 5Q: 3 clusters Score -633778.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -633812.375000 Penalty: 2799.594971
	Iteration 6Q: 3 clusters Score -633812.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -633837.750000 Penalty: 2799.594971
	Iteration 7Q: 3 clusters Score -633837.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -633863.750000 Penalty: 2799.594971
	Iteration 8Q: 3 clusters Score -633863.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -633887.687500 Penalty: 2799.594971
	Iteration 9Q: 3 clusters Score -633887.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -633908.125000 Penalty: 2799.594971
	Iteration 10Q: 3 clusters Score -633908.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -633927.375000 Penalty: 2799.594971
	Iteration 11Q: 3 clusters Score -633927.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -633944.375000 Penalty: 2799.594971
	Iteration 12Q: 3 clusters Score -633944.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -633964.937500 Penalty: 2799.594971
	Iteration 13Q: 3 clusters Score -633964.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -633984.125000 Penalty: 2799.594971
	Iteration 14Q: 3 clusters Score -633984.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -634001.562500 Penalty: 2799.594971
	Iteration 15Q: 3 clusters Score -634001.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -634015.937500 Penalty: 2799.594971
	Iteration 16Q: 3 clusters Score -634015.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -634026.750000 Penalty: 2799.594971
	Iteration 17Q: 3 clusters Score -634026.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -634038.187500 Penalty: 2799.594971
	Iteration 18Q: 3 clusters Score -634038.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -634049.187500 Penalty: 2799.594971
	Iteration 19Q: 3 clusters Score -634049.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -634064.500000 Penalty: 2799.594971
	Iteration 20F: 3 clusters Score -634064.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -634076.625000 Penalty: 2799.594971
	Iteration 21Q: 3 clusters Score -634076.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -634090.125000 Penalty: 2799.594971
	Iteration 22Q: 3 clusters Score -634090.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -634100.000000 Penalty: 2799.594971
	Iteration 23Q: 3 clusters Score -634100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -634109.187500 Penalty: 2799.594971
	Iteration 24Q: 3 clusters Score -634109.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -634116.125000 Penalty: 2799.594971
	Iteration 25Q: 3 clusters Score -634116.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -634126.625000 Penalty: 2799.594971
	Iteration 26Q: 3 clusters Score -634126.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -634135.562500 Penalty: 2799.594971
	Iteration 27Q: 3 clusters Score -634135.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -634147.812500 Penalty: 2799.594971
	Iteration 28Q: 3 clusters Score -634147.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -634159.562500 Penalty: 2799.594971
	Iteration 29Q: 3 clusters Score -634159.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -634174.937500 Penalty: 2799.594971
	Iteration 30Q: 3 clusters Score -634174.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -634192.687500 Penalty: 2799.594971
	Iteration 31Q: 3 clusters Score -634192.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -634217.375000 Penalty: 2799.594971
	Iteration 32Q: 3 clusters Score -634217.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -634262.187500 Penalty: 2799.594971
	Iteration 33Q: 3 clusters Score -634262.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -634315.125000 Penalty: 2799.594971
	Iteration 34Q: 3 clusters Score -634315.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -634392.187500 Penalty: 2799.594971
	Iteration 35Q: 3 clusters Score -634392.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -634463.812500 Penalty: 2799.594971
	Iteration 36Q: 3 clusters Score -634463.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -634532.562500 Penalty: 2799.594971
	Iteration 37Q: 3 clusters Score -634532.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -634597.062500 Penalty: 2799.594971
	Iteration 38Q: 3 clusters Score -634597.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -634664.437500 Penalty: 2799.594971
	Iteration 39Q: 3 clusters Score -634664.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -634721.500000 Penalty: 2799.594971
	Iteration 40F: 3 clusters Score -634721.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -634773.062500 Penalty: 2799.594971
	Iteration 41Q: 3 clusters Score -634773.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -634810.812500 Penalty: 2799.594971
	Iteration 42Q: 3 clusters Score -634810.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -634850.750000 Penalty: 2799.594971
	Iteration 43Q: 3 clusters Score -634850.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -634882.812500 Penalty: 2799.594971
	Iteration 44Q: 3 clusters Score -634882.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -634923.125000 Penalty: 2799.594971
	Iteration 45Q: 3 clusters Score -634923.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -634958.562500 Penalty: 2799.594971
	Iteration 46Q: 3 clusters Score -634958.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -634983.187500 Penalty: 2799.594971
	Iteration 47Q: 3 clusters Score -634983.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -635006.125000 Penalty: 2799.594971
	Iteration 48Q: 3 clusters Score -635006.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -635023.500000 Penalty: 2799.594971
	Iteration 49Q: 3 clusters Score -635023.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -635046.437500 Penalty: 2799.594971
	Iteration 50Q: 3 clusters Score -635046.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -635060.500000 Penalty: 2799.594971
	Iteration 51Q: 3 clusters Score -635060.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -635075.562500 Penalty: 2799.594971
	Iteration 52Q: 3 clusters Score -635075.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -635087.125000 Penalty: 2799.594971
	Iteration 53Q: 3 clusters Score -635087.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -635098.875000 Penalty: 2799.594971
	Iteration 54Q: 3 clusters Score -635098.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -635110.625000 Penalty: 2799.594971
	Iteration 55Q: 3 clusters Score -635110.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -635118.750000 Penalty: 2799.594971
	Iteration 56Q: 3 clusters Score -635118.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -635130.750000 Penalty: 2799.594971
	Iteration 57Q: 3 clusters Score -635130.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -635140.437500 Penalty: 2799.594971
	Iteration 58Q: 3 clusters Score -635140.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -635148.312500 Penalty: 2799.594971
	Iteration 59Q: 3 clusters Score -635148.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -635153.187500 Penalty: 2799.594971
	Iteration 60F: 3 clusters Score -635153.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -635157.187500 Penalty: 2799.594971
	Iteration 61Q: 3 clusters Score -635157.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -635163.875000 Penalty: 2799.594971
	Iteration 62Q: 3 clusters Score -635163.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -635168.000000 Penalty: 2799.594971
	Iteration 63Q: 3 clusters Score -635168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -635173.000000 Penalty: 2799.594971
	Iteration 64Q: 3 clusters Score -635173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -635178.812500 Penalty: 2799.594971
	Iteration 65Q: 3 clusters Score -635178.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -635185.125000 Penalty: 2799.594971
	Iteration 66Q: 3 clusters Score -635185.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -635188.000000 Penalty: 2799.594971
	Iteration 67Q: 3 clusters Score -635188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -635194.062500 Penalty: 2799.594971
	Iteration 68Q: 3 clusters Score -635194.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -635202.937500 Penalty: 2799.594971
	Iteration 69Q: 3 clusters Score -635202.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -635210.062500 Penalty: 2799.594971
	Iteration 70Q: 3 clusters Score -635210.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -635216.062500 Penalty: 2799.594971
	Iteration 71Q: 3 clusters Score -635216.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -635223.875000 Penalty: 2799.594971
	Iteration 72Q: 3 clusters Score -635223.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -635230.500000 Penalty: 2799.594971
	Iteration 73Q: 3 clusters Score -635230.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -635235.812500 Penalty: 2799.594971
	Iteration 74Q: 3 clusters Score -635235.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -635237.875000 Penalty: 2799.594971
	Iteration 75Q: 3 clusters Score -635237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -635239.000000 Penalty: 2799.594971
	Iteration 76Q: 3 clusters Score -635239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -635240.937500 Penalty: 2799.594971
	Iteration 77Q: 3 clusters Score -635240.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -635243.437500 Penalty: 2799.594971
	Iteration 78Q: 3 clusters Score -635243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -635246.625000 Penalty: 2799.594971
	Iteration 79Q: 3 clusters Score -635246.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -635249.562500 Penalty: 2799.594971
	Iteration 80F: 3 clusters Score -635249.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -635252.562500 Penalty: 2799.594971
	Iteration 81Q: 3 clusters Score -635252.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -635256.437500 Penalty: 2799.594971
	Iteration 82Q: 3 clusters Score -635256.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -635257.625000 Penalty: 2799.594971
	Iteration 83Q: 3 clusters Score -635257.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -635261.250000 Penalty: 2799.594971
	Iteration 84Q: 3 clusters Score -635261.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -635262.437500 Penalty: 2799.594971
	Iteration 85Q: 3 clusters Score -635262.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -635263.750000 Penalty: 2799.594971
	Iteration 86Q: 3 clusters Score -635263.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -635265.937500 Penalty: 2799.594971
	Iteration 87Q: 3 clusters Score -635265.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -635268.437500 Penalty: 2799.594971
	Iteration 88Q: 3 clusters Score -635268.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -635270.437500 Penalty: 2799.594971
	Iteration 89Q: 3 clusters Score -635270.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -635271.937500 Penalty: 2799.594971
	Iteration 90Q: 3 clusters Score -635271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -635274.250000 Penalty: 2799.594971
	Iteration 91Q: 3 clusters Score -635274.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -635275.562500 Penalty: 2799.594971
	Iteration 92Q: 3 clusters Score -635275.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -635279.062500 Penalty: 2799.594971
	Iteration 93Q: 3 clusters Score -635279.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -635280.750000 Penalty: 2799.594971
	Iteration 94Q: 3 clusters Score -635280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -635281.625000 Penalty: 2799.594971
	Iteration 95Q: 3 clusters Score -635281.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -635281.125000 Penalty: 2799.594971
	Iteration 96Q: 3 clusters Score -635281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -635284.187500 Penalty: 2799.594971
	Iteration 97Q: 3 clusters Score -635284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -635285.812500 Penalty: 2799.594971
	Iteration 98Q: 3 clusters Score -635285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -635287.812500 Penalty: 2799.594971
	Iteration 99Q: 3 clusters Score -635287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -635290.937500 Penalty: 2799.594971
	Iteration 100F: 3 clusters Score -635290.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -635291.187500 Penalty: 2799.594971
	Iteration 101Q: 3 clusters Score -635291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -635291.687500 Penalty: 2799.594971
	Iteration 102Q: 3 clusters Score -635291.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -635293.812500 Penalty: 2799.594971
	Iteration 103Q: 3 clusters Score -635293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -635294.312500 Penalty: 2799.594971
	Iteration 104Q: 3 clusters Score -635294.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -635297.937500 Penalty: 2799.594971
	Iteration 105Q: 3 clusters Score -635297.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -635304.312500 Penalty: 2799.594971
	Iteration 106Q: 3 clusters Score -635304.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -635305.937500 Penalty: 2799.594971
	Iteration 107Q: 3 clusters Score -635305.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -635308.875000 Penalty: 2799.594971
	Iteration 108Q: 3 clusters Score -635308.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -635312.000000 Penalty: 2799.594971
	Iteration 109Q: 3 clusters Score -635312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -635313.500000 Penalty: 2799.594971
	Iteration 110Q: 3 clusters Score -635313.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -635317.625000 Penalty: 2799.594971
	Iteration 111Q: 3 clusters Score -635317.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -635319.312500 Penalty: 2799.594971
	Iteration 112Q: 3 clusters Score -635319.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -635321.500000 Penalty: 2799.594971
	Iteration 113Q: 3 clusters Score -635321.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -635324.312500 Penalty: 2799.594971
	Iteration 114Q: 3 clusters Score -635324.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -635324.187500 Penalty: 2799.594971
	Iteration 115Q: 3 clusters Score -635324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -635325.125000 Penalty: 2799.594971
	Iteration 116Q: 3 clusters Score -635325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -635325.937500 Penalty: 2799.594971
	Iteration 117Q: 3 clusters Score -635325.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -635325.812500 Penalty: 2799.594971
	Iteration 118Q: 3 clusters Score -635325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -635329.312500 Penalty: 2799.594971
	Iteration 119Q: 3 clusters Score -635329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -635330.750000 Penalty: 2799.594971
	Iteration 120F: 3 clusters Score -635330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -635335.000000 Penalty: 2799.594971
	Iteration 121Q: 3 clusters Score -635335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -635337.437500 Penalty: 2799.594971
	Iteration 122Q: 3 clusters Score -635337.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -635341.687500 Penalty: 2799.594971
	Iteration 123Q: 3 clusters Score -635341.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -635344.187500 Penalty: 2799.594971
	Iteration 124Q: 3 clusters Score -635344.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -635346.250000 Penalty: 2799.594971
	Iteration 125Q: 3 clusters Score -635346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -635348.562500 Penalty: 2799.594971
	Iteration 126Q: 3 clusters Score -635348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -635351.437500 Penalty: 2799.594971
	Iteration 127Q: 3 clusters Score -635351.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -635352.062500 Penalty: 2799.594971
	Iteration 128Q: 3 clusters Score -635352.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -635353.000000 Penalty: 2799.594971
	Iteration 129Q: 3 clusters Score -635353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -635353.000000 Penalty: 2799.594971
	Iteration 130F: 3 clusters Score -635353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Entering Unmasked Estep 
Score: -439143.718750 Penalty: 1338.762207
	Iteration 0F: 2 clusters Score -439143.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -435885.156250 Penalty: 2677.524414
	Iteration 0F: 3 clusters Score -435885.2 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -436707.156250 Penalty: 2677.524414
	Iteration 1F: 3 clusters Score -436707.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -436857.531250 Penalty: 2677.524414
	Iteration 2F: 3 clusters Score -436857.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -436955.125000 Penalty: 2677.524414
	Iteration 3Q: 3 clusters Score -436955.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -437032.406250 Penalty: 2677.524414
	Iteration 4Q: 3 clusters Score -437032.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -437098.750000 Penalty: 2677.524414
	Iteration 5Q: 3 clusters Score -437098.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -437145.250000 Penalty: 2677.524414
	Iteration 6Q: 3 clusters Score -437145.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -437179.187500 Penalty: 2677.524414
	Iteration 7Q: 3 clusters Score -437179.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -437203.187500 Penalty: 2677.524414
	Iteration 8Q: 3 clusters Score -437203.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -437222.000000 Penalty: 2677.524414
	Iteration 9Q: 3 clusters Score -437222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -437245.250000 Penalty: 2677.524414
	Iteration 10Q: 3 clusters Score -437245.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -437268.687500 Penalty: 2677.524414
	Iteration 11Q: 3 clusters Score -437268.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -437290.468750 Penalty: 2677.524414
	Iteration 12Q: 3 clusters Score -437290.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -437319.375000 Penalty: 2677.524414
	Iteration 13Q: 3 clusters Score -437319.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -437349.031250 Penalty: 2677.524414
	Iteration 14Q: 3 clusters Score -437349 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -437378.625000 Penalty: 2677.524414
	Iteration 15Q: 3 clusters Score -437378.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -437408.843750 Penalty: 2677.524414
	Iteration 16Q: 3 clusters Score -437408.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -437443.968750 Penalty: 2677.524414
	Iteration 17Q: 3 clusters Score -437444 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -437491.000000 Penalty: 2677.524414
	Iteration 18Q: 3 clusters Score -437491 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -437546.562500 Penalty: 2677.524414
	Iteration 19Q: 3 clusters Score -437546.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -437615.093750 Penalty: 2677.524414
	Iteration 20F: 3 clusters Score -437615.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -437673.000000 Penalty: 2677.524414
	Iteration 21Q: 3 clusters Score -437673 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -437724.062500 Penalty: 2677.524414
	Iteration 22Q: 3 clusters Score -437724.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -437767.031250 Penalty: 2677.524414
	Iteration 23Q: 3 clusters Score -437767 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -437809.000000 Penalty: 2677.524414
	Iteration 24Q: 3 clusters Score -437809 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -437846.937500 Penalty: 2677.524414
	Iteration 25Q: 3 clusters Score -437846.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -437877.218750 Penalty: 2677.524414
	Iteration 26Q: 3 clusters Score -437877.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -437899.812500 Penalty: 2677.524414
	Iteration 27Q: 3 clusters Score -437899.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -437920.812500 Penalty: 2677.524414
	Iteration 28Q: 3 clusters Score -437920.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -437933.531250 Penalty: 2677.524414
	Iteration 29Q: 3 clusters Score -437933.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -437945.343750 Penalty: 2677.524414
	Iteration 30Q: 3 clusters Score -437945.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -437957.781250 Penalty: 2677.524414
	Iteration 31Q: 3 clusters Score -437957.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -437968.125000 Penalty: 2677.524414
	Iteration 32Q: 3 clusters Score -437968.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -437976.718750 Penalty: 2677.524414
	Iteration 33Q: 3 clusters Score -437976.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -437986.875000 Penalty: 2677.524414
	Iteration 34Q: 3 clusters Score -437986.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -438000.906250 Penalty: 2677.524414
	Iteration 35Q: 3 clusters Score -438000.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -438008.781250 Penalty: 2677.524414
	Iteration 36Q: 3 clusters Score -438008.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -438015.093750 Penalty: 2677.524414
	Iteration 37Q: 3 clusters Score -438015.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -438022.281250 Penalty: 2677.524414
	Iteration 38Q: 3 clusters Score -438022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -438025.875000 Penalty: 2677.524414
	Iteration 39Q: 3 clusters Score -438025.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -438029.937500 Penalty: 2677.524414
	Iteration 40F: 3 clusters Score -438029.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -438032.125000 Penalty: 2677.524414
	Iteration 41Q: 3 clusters Score -438032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -438032.843750 Penalty: 2677.524414
	Iteration 42Q: 3 clusters Score -438032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -438033.375000 Penalty: 2677.524414
	Iteration 43Q: 3 clusters Score -438033.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -438034.625000 Penalty: 2677.524414
	Iteration 44Q: 3 clusters Score -438034.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -438035.500000 Penalty: 2677.524414
	Iteration 45Q: 3 clusters Score -438035.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -438037.375000 Penalty: 2677.524414
	Iteration 46Q: 3 clusters Score -438037.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -438040.968750 Penalty: 2677.524414
	Iteration 47Q: 3 clusters Score -438041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -438042.218750 Penalty: 2677.524414
	Iteration 48Q: 3 clusters Score -438042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -438042.312500 Penalty: 2677.524414
	Iteration 49Q: 3 clusters Score -438042.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -438047.875000 Penalty: 2677.524414
	Iteration 50Q: 3 clusters Score -438047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -438053.343750 Penalty: 2677.524414
	Iteration 51Q: 3 clusters Score -438053.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -438062.187500 Penalty: 2677.524414
	Iteration 52Q: 3 clusters Score -438062.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -438067.625000 Penalty: 2677.524414
	Iteration 53Q: 3 clusters Score -438067.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -438070.187500 Penalty: 2677.524414
	Iteration 54Q: 3 clusters Score -438070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -438070.937500 Penalty: 2677.524414
	Iteration 55Q: 3 clusters Score -438070.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -438070.937500 Penalty: 2677.524414
	Iteration 56F: 3 clusters Score -438070.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Entering Unmasked Estep 
Score: -1018030.750000 Penalty: 1475.296875
	Iteration 0F: 2 clusters Score -1018031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1011640.875000 Penalty: 2950.593750
	Iteration 0F: 3 clusters Score -1011641 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1013789.062500 Penalty: 2950.593750
	Iteration 1F: 3 clusters Score -1013789 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1014248.000000 Penalty: 2950.593750
	Iteration 2F: 3 clusters Score -1014248 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1014718.062500 Penalty: 2950.593750
	Iteration 3F: 3 clusters Score -1014718 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1015230.750000 Penalty: 2950.593750
	Iteration 4F: 3 clusters Score -1015231 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1015774.875000 Penalty: 2950.593750
	Iteration 5F: 3 clusters Score -1015775 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1016386.875000 Penalty: 2950.593750
	Iteration 6F: 3 clusters Score -1016387 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1016874.062500 Penalty: 2950.593750
	Iteration 7F: 3 clusters Score -1016874 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1017119.062500 Penalty: 2950.593750
	Iteration 8Q: 3 clusters Score -1017119 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1017191.375000 Penalty: 2950.593750
	Iteration 9Q: 3 clusters Score -1017191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1017220.000000 Penalty: 2950.593750
	Iteration 10Q: 3 clusters Score -1017220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1017233.875000 Penalty: 2950.593750
	Iteration 11Q: 3 clusters Score -1017234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1017244.000000 Penalty: 2950.593750
	Iteration 12Q: 3 clusters Score -1017244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1017245.062500 Penalty: 2950.593750
	Iteration 13Q: 3 clusters Score -1017245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1017250.687500 Penalty: 2950.593750
	Iteration 14Q: 3 clusters Score -1017251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1017252.625000 Penalty: 2950.593750
	Iteration 15Q: 3 clusters Score -1017253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1017256.875000 Penalty: 2950.593750
	Iteration 16Q: 3 clusters Score -1017257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1017258.875000 Penalty: 2950.593750
	Iteration 17Q: 3 clusters Score -1017259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1017258.375000 Penalty: 2950.593750
	Iteration 18Q: 3 clusters Score -1017258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1017260.187500 Penalty: 2950.593750
	Iteration 19Q: 3 clusters Score -1017260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1017264.000000 Penalty: 2950.593750
	Iteration 20F: 3 clusters Score -1017264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1017262.437500 Penalty: 2950.593750
	Iteration 21Q: 3 clusters Score -1017262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1017263.500000 Penalty: 2950.593750
	Iteration 22Q: 3 clusters Score -1017264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1017264.187500 Penalty: 2950.593750
	Iteration 23Q: 3 clusters Score -1017264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1017264.937500 Penalty: 2950.593750
	Iteration 24Q: 3 clusters Score -1017265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1017265.875000 Penalty: 2950.593750
	Iteration 25Q: 3 clusters Score -1017266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1017266.000000 Penalty: 2950.593750
	Iteration 26Q: 3 clusters Score -1017266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1017267.312500 Penalty: 2950.593750
	Iteration 27Q: 3 clusters Score -1017267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1017268.875000 Penalty: 2950.593750
	Iteration 28Q: 3 clusters Score -1017269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1017269.562500 Penalty: 2950.593750
	Iteration 29Q: 3 clusters Score -1017270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1017271.875000 Penalty: 2950.593750
	Iteration 30Q: 3 clusters Score -1017272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1017271.562500 Penalty: 2950.593750
	Iteration 31Q: 3 clusters Score -1017272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1017270.937500 Penalty: 2950.593750
	Iteration 32Q: 3 clusters Score -1017271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1017272.500000 Penalty: 2950.593750
	Iteration 33Q: 3 clusters Score -1017272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1017272.000000 Penalty: 2950.593750
	Iteration 34Q: 3 clusters Score -1017272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1017271.812500 Penalty: 2950.593750
	Iteration 35Q: 3 clusters Score -1017272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1017271.875000 Penalty: 2950.593750
	Iteration 36Q: 3 clusters Score -1017272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1017271.875000 Penalty: 2950.593750
	Iteration 37F: 3 clusters Score -1017272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Entering Unmasked Estep 
Score: -1225076.500000 Penalty: 1506.286865
	Iteration 0F: 2 clusters Score -1225076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1217541.625000 Penalty: 3012.573730
	Iteration 0F: 3 clusters Score -1217542 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1220120.500000 Penalty: 3012.573730
	Iteration 1F: 3 clusters Score -1220120 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1220538.750000 Penalty: 3012.573730
	Iteration 2F: 3 clusters Score -1220539 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1220905.750000 Penalty: 3012.573730
	Iteration 3F: 3 clusters Score -1220906 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1221284.625000 Penalty: 3012.573730
	Iteration 4F: 3 clusters Score -1221285 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1221719.125000 Penalty: 3012.573730
	Iteration 5F: 3 clusters Score -1221719 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1222081.000000 Penalty: 3012.573730
	Iteration 6F: 3 clusters Score -1222081 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1222377.625000 Penalty: 3012.573730
	Iteration 7Q: 3 clusters Score -1222378 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1222629.125000 Penalty: 3012.573730
	Iteration 8Q: 3 clusters Score -1222629 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1222818.750000 Penalty: 3012.573730
	Iteration 9Q: 3 clusters Score -1222819 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1222930.000000 Penalty: 3012.573730
	Iteration 10Q: 3 clusters Score -1222930 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1223024.375000 Penalty: 3012.573730
	Iteration 11Q: 3 clusters Score -1223024 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1223098.125000 Penalty: 3012.573730
	Iteration 12Q: 3 clusters Score -1223098 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1223165.375000 Penalty: 3012.573730
	Iteration 13Q: 3 clusters Score -1223165 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1223239.125000 Penalty: 3012.573730
	Iteration 14Q: 3 clusters Score -1223239 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1223299.375000 Penalty: 3012.573730
	Iteration 15Q: 3 clusters Score -1223299 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1223349.625000 Penalty: 3012.573730
	Iteration 16Q: 3 clusters Score -1223350 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1223389.625000 Penalty: 3012.573730
	Iteration 17Q: 3 clusters Score -1223390 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1223431.125000 Penalty: 3012.573730
	Iteration 18Q: 3 clusters Score -1223431 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1223463.875000 Penalty: 3012.573730
	Iteration 19Q: 3 clusters Score -1223464 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1223493.750000 Penalty: 3012.573730
	Iteration 20F: 3 clusters Score -1223494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1223518.625000 Penalty: 3012.573730
	Iteration 21Q: 3 clusters Score -1223519 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1223546.375000 Penalty: 3012.573730
	Iteration 22Q: 3 clusters Score -1223546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1223574.250000 Penalty: 3012.573730
	Iteration 23Q: 3 clusters Score -1223574 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1223601.500000 Penalty: 3012.573730
	Iteration 24Q: 3 clusters Score -1223602 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1223623.375000 Penalty: 3012.573730
	Iteration 25Q: 3 clusters Score -1223623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1223645.125000 Penalty: 3012.573730
	Iteration 26Q: 3 clusters Score -1223645 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1223662.875000 Penalty: 3012.573730
	Iteration 27Q: 3 clusters Score -1223663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1223684.000000 Penalty: 3012.573730
	Iteration 28Q: 3 clusters Score -1223684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1223705.750000 Penalty: 3012.573730
	Iteration 29Q: 3 clusters Score -1223706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1223713.500000 Penalty: 3012.573730
	Iteration 30Q: 3 clusters Score -1223714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1223724.875000 Penalty: 3012.573730
	Iteration 31Q: 3 clusters Score -1223725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1223735.375000 Penalty: 3012.573730
	Iteration 32Q: 3 clusters Score -1223735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1223748.750000 Penalty: 3012.573730
	Iteration 33Q: 3 clusters Score -1223749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1223756.000000 Penalty: 3012.573730
	Iteration 34Q: 3 clusters Score -1223756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1223764.000000 Penalty: 3012.573730
	Iteration 35Q: 3 clusters Score -1223764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1223771.750000 Penalty: 3012.573730
	Iteration 36Q: 3 clusters Score -1223772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1223781.875000 Penalty: 3012.573730
	Iteration 37Q: 3 clusters Score -1223782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1223788.500000 Penalty: 3012.573730
	Iteration 38Q: 3 clusters Score -1223788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1223795.250000 Penalty: 3012.573730
	Iteration 39Q: 3 clusters Score -1223795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1223795.750000 Penalty: 3012.573730
	Iteration 40F: 3 clusters Score -1223796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1223797.125000 Penalty: 3012.573730
	Iteration 41Q: 3 clusters Score -1223797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1223797.375000 Penalty: 3012.573730
	Iteration 42Q: 3 clusters Score -1223797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1223798.500000 Penalty: 3012.573730
	Iteration 43Q: 3 clusters Score -1223798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1223800.250000 Penalty: 3012.573730
	Iteration 44Q: 3 clusters Score -1223800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1223800.750000 Penalty: 3012.573730
	Iteration 45Q: 3 clusters Score -1223801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1223800.750000 Penalty: 3012.573730
	Iteration 46F: 3 clusters Score -1223801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39436 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 4943 members 
Mstep: Class 5 contains 21220 members 
Mstep: Class 6 contains 18091 members 
Mstep: Class 7 contains 15438 members 
Mstep: Class 8 contains 84607 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 7414 members 
Mstep: Class 14 contains 144413 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 67392 members 
Mstep: Class 17 contains 60700 members 
Mstep: Class 18 contains 10571 members 
Mstep: Class 19 contains 100266 members 
Mstep: Class 20 contains 12507 members 
Mstep: Class 21 contains 145303 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5509 members 
Mstep: Class 24 contains 3784 members 
Mstep: Class 25 contains 8767 members 
Mstep: Class 26 contains 10609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094632.000000 Penalty: 60205.453125
Iteration 239Q: 28 clusters Score -1.020946e+08 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39436 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 4928 members 
Mstep: Class 5 contains 20847 members 
Mstep: Class 6 contains 18093 members 
Mstep: Class 7 contains 15507 members 
Mstep: Class 8 contains 84795 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47207 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 144438 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 69179 members 
Mstep: Class 17 contains 61285 members 
Mstep: Class 18 contains 10571 members 
Mstep: Class 19 contains 99152 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 145290 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5547 members 
Mstep: Class 24 contains 3820 members 
Mstep: Class 25 contains 8792 members 
Mstep: Class 26 contains 10610 members 
Mstep: Class 27 contains 82857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096248.000000 Penalty: 60205.453125
Iteration 240F: 28 clusters Score -1.020962e+08 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 39435 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 20480 members 
Mstep: Class 6 contains 18092 members 
Mstep: Class 7 contains 15368 members 
Mstep: Class 8 contains 84735 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47205 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 7397 members 
Mstep: Class 14 contains 144464 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 70411 members 
Mstep: Class 17 contains 60831 members 
Mstep: Class 18 contains 10568 members 
Mstep: Class 19 contains 98152 members 
Mstep: Class 20 contains 12506 members 
Mstep: Class 21 contains 145275 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5509 members 
Mstep: Class 24 contains 3834 members 
Mstep: Class 25 contains 8821 members 
Mstep: Class 26 contains 10611 members 
Mstep: Class 27 contains 83663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096944.000000 Penalty: 60205.453125
Iteration 241Q: 28 clusters Score -1.020969e+08 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 39433 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 20069 members 
Mstep: Class 6 contains 18092 members 
Mstep: Class 7 contains 15283 members 
Mstep: Class 8 contains 84679 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47206 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 7386 members 
Mstep: Class 14 contains 144485 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 71759 members 
Mstep: Class 17 contains 60384 members 
Mstep: Class 18 contains 10563 members 
Mstep: Class 19 contains 97100 members 
Mstep: Class 20 contains 12507 members 
Mstep: Class 21 contains 145268 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5486 members 
Mstep: Class 24 contains 3831 members 
Mstep: Class 25 contains 8849 members 
Mstep: Class 26 contains 10613 members 
Mstep: Class 27 contains 84378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097824.000000 Penalty: 60205.453125
Iteration 242Q: 28 clusters Score -1.020978e+08 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 39432 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 19649 members 
Mstep: Class 6 contains 18094 members 
Mstep: Class 7 contains 15233 members 
Mstep: Class 8 contains 84638 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47210 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 7370 members 
Mstep: Class 14 contains 144491 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 73199 members 
Mstep: Class 17 contains 59962 members 
Mstep: Class 18 contains 10555 members 
Mstep: Class 19 contains 95894 members 
Mstep: Class 20 contains 12507 members 
Mstep: Class 21 contains 145266 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5469 members 
Mstep: Class 24 contains 3831 members 
Mstep: Class 25 contains 8875 members 
Mstep: Class 26 contains 10615 members 
Mstep: Class 27 contains 85095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098128.000000 Penalty: 60205.453125
Iteration 243Q: 28 clusters Score -1.020981e+08 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 39431 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 19162 members 
Mstep: Class 6 contains 18093 members 
Mstep: Class 7 contains 15206 members 
Mstep: Class 8 contains 84618 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47209 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 7349 members 
Mstep: Class 14 contains 144499 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 74824 members 
Mstep: Class 17 contains 59531 members 
Mstep: Class 18 contains 10554 members 
Mstep: Class 19 contains 94393 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 145273 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5464 members 
Mstep: Class 24 contains 3832 members 
Mstep: Class 25 contains 8911 members 
Mstep: Class 26 contains 10615 members 
Mstep: Class 27 contains 85935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098688.000000 Penalty: 60205.453125
Iteration 244Q: 28 clusters Score -1.020987e+08 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 39429 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 4855 members 
Mstep: Class 5 contains 18621 members 
Mstep: Class 6 contains 18094 members 
Mstep: Class 7 contains 15190 members 
Mstep: Class 8 contains 84590 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 47206 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 7319 members 
Mstep: Class 14 contains 144511 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 76710 members 
Mstep: Class 17 contains 59095 members 
Mstep: Class 18 contains 10553 members 
Mstep: Class 19 contains 92349 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 145269 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5464 members 
Mstep: Class 24 contains 3833 members 
Mstep: Class 25 contains 8950 members 
Mstep: Class 26 contains 10615 members 
Mstep: Class 27 contains 87110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099480.000000 Penalty: 60205.453125
Iteration 245Q: 28 clusters Score -1.020995e+08 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 39424 members 
Mstep: Class 3 contains 3375 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 18079 members 
Mstep: Class 6 contains 18097 members 
Mstep: Class 7 contains 15157 members 
Mstep: Class 8 contains 84568 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47201 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 7283 members 
Mstep: Class 14 contains 144534 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 78963 members 
Mstep: Class 17 contains 58690 members 
Mstep: Class 18 contains 10551 members 
Mstep: Class 19 contains 89630 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 145270 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 3833 members 
Mstep: Class 25 contains 8968 members 
Mstep: Class 26 contains 10614 members 
Mstep: Class 27 contains 88613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099280.000000 Penalty: 60205.453125
Iteration 246Q: 28 clusters Score -1.020993e+08 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 39423 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 4811 members 
Mstep: Class 5 contains 17501 members 
Mstep: Class 6 contains 18098 members 
Mstep: Class 7 contains 15134 members 
Mstep: Class 8 contains 84569 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 7252 members 
Mstep: Class 14 contains 144557 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 81624 members 
Mstep: Class 17 contains 58229 members 
Mstep: Class 18 contains 10548 members 
Mstep: Class 19 contains 86119 members 
Mstep: Class 20 contains 12509 members 
Mstep: Class 21 contains 145265 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5445 members 
Mstep: Class 24 contains 3826 members 
Mstep: Class 25 contains 8984 members 
Mstep: Class 26 contains 10616 members 
Mstep: Class 27 contains 90566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099280.000000 Penalty: 60205.453125
Iteration 247Q: 28 clusters Score -1.020993e+08 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 39422 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 4787 members 
Mstep: Class 5 contains 16854 members 
Mstep: Class 6 contains 18096 members 
Mstep: Class 7 contains 15093 members 
Mstep: Class 8 contains 84543 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47200 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 7191 members 
Mstep: Class 14 contains 144589 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 84382 members 
Mstep: Class 17 contains 57684 members 
Mstep: Class 18 contains 10545 members 
Mstep: Class 19 contains 82858 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 145262 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5434 members 
Mstep: Class 24 contains 3825 members 
Mstep: Class 25 contains 9018 members 
Mstep: Class 26 contains 10621 members 
Mstep: Class 27 contains 92358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099136.000000 Penalty: 60205.453125
Iteration 248Q: 28 clusters Score -1.020991e+08 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 39419 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 4755 members 
Mstep: Class 5 contains 16186 members 
Mstep: Class 6 contains 18094 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 84544 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47192 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 144617 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 87027 members 
Mstep: Class 17 contains 56985 members 
Mstep: Class 18 contains 10542 members 
Mstep: Class 19 contains 79769 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 145266 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5410 members 
Mstep: Class 24 contains 3834 members 
Mstep: Class 25 contains 9039 members 
Mstep: Class 26 contains 10625 members 
Mstep: Class 27 contains 94268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098624.000000 Penalty: 60205.453125
Iteration 249Q: 28 clusters Score -1.020986e+08 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 39413 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 4730 members 
Mstep: Class 5 contains 15574 members 
Mstep: Class 6 contains 18097 members 
Mstep: Class 7 contains 15004 members 
Mstep: Class 8 contains 84510 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 47195 members 
Mstep: Class 12 contains 428 members 
Mstep: Class 13 contains 7109 members 
Mstep: Class 14 contains 144642 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 89686 members 
Mstep: Class 17 contains 56187 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 76699 members 
Mstep: Class 20 contains 12514 members 
Mstep: Class 21 contains 145270 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5390 members 
Mstep: Class 24 contains 3847 members 
Mstep: Class 25 contains 9056 members 
Mstep: Class 26 contains 10628 members 
Mstep: Class 27 contains 96189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098400.000000 Penalty: 60205.453125
Iteration 250Q: 28 clusters Score -1.020984e+08 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39411 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 15063 members 
Mstep: Class 6 contains 18090 members 
Mstep: Class 7 contains 14988 members 
Mstep: Class 8 contains 84502 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 47198 members 
Mstep: Class 12 contains 428 members 
Mstep: Class 13 contains 7066 members 
Mstep: Class 14 contains 144678 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 92056 members 
Mstep: Class 17 contains 55355 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 73930 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 145262 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5374 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 9066 members 
Mstep: Class 26 contains 10631 members 
Mstep: Class 27 contains 97998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097992.000000 Penalty: 60205.453125
Iteration 251Q: 28 clusters Score -1.02098e+08 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39409 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 4695 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 18090 members 
Mstep: Class 7 contains 14969 members 
Mstep: Class 8 contains 84501 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 47197 members 
Mstep: Class 12 contains 428 members 
Mstep: Class 13 contains 7018 members 
Mstep: Class 14 contains 144702 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 93737 members 
Mstep: Class 17 contains 54470 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 71766 members 
Mstep: Class 20 contains 12516 members 
Mstep: Class 21 contains 145246 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5365 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 9080 members 
Mstep: Class 26 contains 10635 members 
Mstep: Class 27 contains 99688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097248.000000 Penalty: 60205.453125
Iteration 252Q: 28 clusters Score -1.020972e+08 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39405 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 4677 members 
Mstep: Class 5 contains 14663 members 
Mstep: Class 6 contains 18090 members 
Mstep: Class 7 contains 14961 members 
Mstep: Class 8 contains 84508 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 47197 members 
Mstep: Class 12 contains 427 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 14 contains 144721 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 94878 members 
Mstep: Class 17 contains 53584 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 70147 members 
Mstep: Class 20 contains 12518 members 
Mstep: Class 21 contains 145247 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 3851 members 
Mstep: Class 25 contains 9090 members 
Mstep: Class 26 contains 10638 members 
Mstep: Class 27 contains 101234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096688.000000 Penalty: 60205.453125
Iteration 253Q: 28 clusters Score -1.020967e+08 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39402 members 
Mstep: Class 3 contains 3375 members 
Mstep: Class 4 contains 4657 members 
Mstep: Class 5 contains 14588 members 
Mstep: Class 6 contains 18090 members 
Mstep: Class 7 contains 14968 members 
Mstep: Class 8 contains 84502 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 47192 members 
Mstep: Class 12 contains 427 members 
Mstep: Class 13 contains 6962 members 
Mstep: Class 14 contains 144750 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 95466 members 
Mstep: Class 17 contains 52712 members 
Mstep: Class 18 contains 10538 members 
Mstep: Class 19 contains 69067 members 
Mstep: Class 20 contains 12522 members 
Mstep: Class 21 contains 145232 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5355 members 
Mstep: Class 24 contains 3856 members 
Mstep: Class 25 contains 9120 members 
Mstep: Class 26 contains 10642 members 
Mstep: Class 27 contains 102674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096464.000000 Penalty: 60205.453125
Iteration 254Q: 28 clusters Score -1.020965e+08 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39396 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 4645 members 
Mstep: Class 5 contains 14605 members 
Mstep: Class 6 contains 18092 members 
Mstep: Class 7 contains 14962 members 
Mstep: Class 8 contains 84497 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47193 members 
Mstep: Class 12 contains 427 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 144756 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 16 contains 95661 members 
Mstep: Class 17 contains 51899 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 68253 members 
Mstep: Class 20 contains 12526 members 
Mstep: Class 21 contains 145237 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5348 members 
Mstep: Class 24 contains 3857 members 
Mstep: Class 25 contains 9155 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 104097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096080.000000 Penalty: 60205.453125
Iteration 255Q: 28 clusters Score -1.020961e+08 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39388 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 4630 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 18092 members 
Mstep: Class 7 contains 14966 members 
Mstep: Class 8 contains 84518 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47194 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6906 members 
Mstep: Class 14 contains 144770 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 95544 members 
Mstep: Class 17 contains 51230 members 
Mstep: Class 18 contains 10532 members 
Mstep: Class 19 contains 67625 members 
Mstep: Class 20 contains 12530 members 
Mstep: Class 21 contains 145236 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 3855 members 
Mstep: Class 25 contains 9176 members 
Mstep: Class 26 contains 10647 members 
Mstep: Class 27 contains 105488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095976.000000 Penalty: 60205.453125
Iteration 256Q: 28 clusters Score -1.02096e+08 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39379 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 14643 members 
Mstep: Class 6 contains 18092 members 
Mstep: Class 7 contains 14968 members 
Mstep: Class 8 contains 84528 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47197 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6889 members 
Mstep: Class 14 contains 144777 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 16 contains 95199 members 
Mstep: Class 17 contains 50684 members 
Mstep: Class 18 contains 10532 members 
Mstep: Class 19 contains 67109 members 
Mstep: Class 20 contains 12536 members 
Mstep: Class 21 contains 145238 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 3857 members 
Mstep: Class 25 contains 9186 members 
Mstep: Class 26 contains 10651 members 
Mstep: Class 27 contains 106878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095896.000000 Penalty: 60205.453125
Iteration 257Q: 28 clusters Score -1.020959e+08 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 39371 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 4613 members 
Mstep: Class 5 contains 14672 members 
Mstep: Class 6 contains 18097 members 
Mstep: Class 7 contains 14970 members 
Mstep: Class 8 contains 84533 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47198 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 144770 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 94770 members 
Mstep: Class 17 contains 50146 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 19 contains 66643 members 
Mstep: Class 20 contains 12540 members 
Mstep: Class 21 contains 145247 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 3858 members 
Mstep: Class 25 contains 9184 members 
Mstep: Class 26 contains 10653 members 
Mstep: Class 27 contains 108300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095992.000000 Penalty: 60205.453125
Iteration 258Q: 28 clusters Score -1.02096e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39363 members 
Mstep: Class 3 contains 3375 members 
Mstep: Class 4 contains 4607 members 
Mstep: Class 5 contains 14691 members 
Mstep: Class 6 contains 18100 members 
Mstep: Class 7 contains 14965 members 
Mstep: Class 8 contains 84546 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6845 members 
Mstep: Class 14 contains 144759 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 94377 members 
Mstep: Class 17 contains 49683 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 19 contains 66171 members 
Mstep: Class 20 contains 12540 members 
Mstep: Class 21 contains 145261 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5330 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 9188 members 
Mstep: Class 26 contains 10657 members 
Mstep: Class 27 contains 109632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095864.000000 Penalty: 60205.453125
Iteration 259Q: 28 clusters Score -1.020959e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39356 members 
Mstep: Class 3 contains 3375 members 
Mstep: Class 4 contains 4605 members 
Mstep: Class 5 contains 14713 members 
Mstep: Class 6 contains 18103 members 
Mstep: Class 7 contains 14976 members 
Mstep: Class 8 contains 84546 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6822 members 
Mstep: Class 14 contains 144763 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 93846 members 
Mstep: Class 17 contains 49259 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 19 contains 65730 members 
Mstep: Class 20 contains 12541 members 
Mstep: Class 21 contains 145265 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 3855 members 
Mstep: Class 25 contains 9194 members 
Mstep: Class 26 contains 10657 members 
Mstep: Class 27 contains 111007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096296.000000 Penalty: 60205.453125
Iteration 260F: 28 clusters Score -1.020963e+08 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39349 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 4601 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 18103 members 
Mstep: Class 7 contains 14985 members 
Mstep: Class 8 contains 84544 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47200 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 144766 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 94489 members 
Mstep: Class 17 contains 48869 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 63930 members 
Mstep: Class 20 contains 12541 members 
Mstep: Class 21 contains 145267 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5331 members 
Mstep: Class 24 contains 3853 members 
Mstep: Class 25 contains 9197 members 
Mstep: Class 26 contains 10658 members 
Mstep: Class 27 contains 112541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095880.000000 Penalty: 60205.453125
Iteration 261Q: 28 clusters Score -1.020959e+08 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39343 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 4597 members 
Mstep: Class 5 contains 14763 members 
Mstep: Class 6 contains 18105 members 
Mstep: Class 7 contains 14993 members 
Mstep: Class 8 contains 84566 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 47200 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 144765 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 95120 members 
Mstep: Class 17 contains 48531 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 19 contains 62186 members 
Mstep: Class 20 contains 12543 members 
Mstep: Class 21 contains 145270 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5335 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 9211 members 
Mstep: Class 26 contains 10659 members 
Mstep: Class 27 contains 113938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095632.000000 Penalty: 60205.453125
Iteration 262Q: 28 clusters Score -1.020956e+08 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39335 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 4588 members 
Mstep: Class 5 contains 14798 members 
Mstep: Class 6 contains 18110 members 
Mstep: Class 7 contains 14998 members 
Mstep: Class 8 contains 84594 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 47201 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6767 members 
Mstep: Class 14 contains 144774 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 95661 members 
Mstep: Class 17 contains 48202 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 19 contains 60510 members 
Mstep: Class 20 contains 12544 members 
Mstep: Class 21 contains 145270 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5339 members 
Mstep: Class 24 contains 3858 members 
Mstep: Class 25 contains 9212 members 
Mstep: Class 26 contains 10661 members 
Mstep: Class 27 contains 115340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095616.000000 Penalty: 60205.453125
Iteration 263Q: 28 clusters Score -1.020956e+08 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39330 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 4576 members 
Mstep: Class 5 contains 14807 members 
Mstep: Class 6 contains 18110 members 
Mstep: Class 7 contains 14992 members 
Mstep: Class 8 contains 84603 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 47201 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6754 members 
Mstep: Class 14 contains 144780 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 96285 members 
Mstep: Class 17 contains 47874 members 
Mstep: Class 18 contains 10532 members 
Mstep: Class 19 contains 58862 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 145276 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5342 members 
Mstep: Class 24 contains 3866 members 
Mstep: Class 25 contains 9222 members 
Mstep: Class 26 contains 10661 members 
Mstep: Class 27 contains 116675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095152.000000 Penalty: 60205.453125
Iteration 264Q: 28 clusters Score -1.020952e+08 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39329 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 4564 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 18111 members 
Mstep: Class 7 contains 15007 members 
Mstep: Class 8 contains 84629 members 
Mstep: Class 9 contains 3703 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 47201 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 144778 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 96835 members 
Mstep: Class 17 contains 47620 members 
Mstep: Class 18 contains 10531 members 
Mstep: Class 19 contains 57248 members 
Mstep: Class 20 contains 12546 members 
Mstep: Class 21 contains 145287 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5353 members 
Mstep: Class 24 contains 3873 members 
Mstep: Class 25 contains 9236 members 
Mstep: Class 26 contains 10660 members 
Mstep: Class 27 contains 117934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094784.000000 Penalty: 60205.453125
Iteration 265Q: 28 clusters Score -1.020948e+08 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39327 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 4558 members 
Mstep: Class 5 contains 14778 members 
Mstep: Class 6 contains 18112 members 
Mstep: Class 7 contains 15022 members 
Mstep: Class 8 contains 84635 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 144792 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 97428 members 
Mstep: Class 17 contains 47384 members 
Mstep: Class 18 contains 10532 members 
Mstep: Class 19 contains 55716 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 145276 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5364 members 
Mstep: Class 24 contains 3869 members 
Mstep: Class 25 contains 9257 members 
Mstep: Class 26 contains 10662 members 
Mstep: Class 27 contains 119109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094488.000000 Penalty: 60205.453125
Iteration 266Q: 28 clusters Score -1.020945e+08 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39325 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 4550 members 
Mstep: Class 5 contains 14753 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 15045 members 
Mstep: Class 8 contains 84643 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 47198 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6712 members 
Mstep: Class 14 contains 144804 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 97984 members 
Mstep: Class 17 contains 47188 members 
Mstep: Class 18 contains 10532 members 
Mstep: Class 19 contains 54230 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 145271 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5375 members 
Mstep: Class 24 contains 3864 members 
Mstep: Class 25 contains 9272 members 
Mstep: Class 26 contains 10663 members 
Mstep: Class 27 contains 120228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094400.000000 Penalty: 60205.453125
Iteration 267Q: 28 clusters Score -1.020944e+08 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 39323 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 5 contains 14727 members 
Mstep: Class 6 contains 18118 members 
Mstep: Class 7 contains 15050 members 
Mstep: Class 8 contains 84645 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 47196 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6701 members 
Mstep: Class 14 contains 144810 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 98457 members 
Mstep: Class 17 contains 46991 members 
Mstep: Class 18 contains 10532 members 
Mstep: Class 19 contains 52800 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 145274 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5384 members 
Mstep: Class 24 contains 3862 members 
Mstep: Class 25 contains 9287 members 
Mstep: Class 26 contains 10663 members 
Mstep: Class 27 contains 121390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093752.000000 Penalty: 60205.453125
Iteration 268Q: 28 clusters Score -1.020938e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 39322 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 4536 members 
Mstep: Class 5 contains 14690 members 
Mstep: Class 6 contains 18123 members 
Mstep: Class 7 contains 15046 members 
Mstep: Class 8 contains 84651 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 47195 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6690 members 
Mstep: Class 14 contains 144812 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 98887 members 
Mstep: Class 17 contains 46837 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 19 contains 51413 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 145279 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5389 members 
Mstep: Class 24 contains 3862 members 
Mstep: Class 25 contains 9297 members 
Mstep: Class 26 contains 10663 members 
Mstep: Class 27 contains 122532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093592.000000 Penalty: 60205.453125
Iteration 269Q: 28 clusters Score -1.020936e+08 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 39317 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 4530 members 
Mstep: Class 5 contains 14679 members 
Mstep: Class 6 contains 18125 members 
Mstep: Class 7 contains 15054 members 
Mstep: Class 8 contains 84656 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 47195 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6682 members 
Mstep: Class 14 contains 144818 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 99187 members 
Mstep: Class 17 contains 46693 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 50111 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 145288 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5398 members 
Mstep: Class 24 contains 3865 members 
Mstep: Class 25 contains 9306 members 
Mstep: Class 26 contains 10662 members 
Mstep: Class 27 contains 123658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093504.000000 Penalty: 60205.453125
Iteration 270Q: 28 clusters Score -1.020935e+08 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 39312 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 4525 members 
Mstep: Class 5 contains 14651 members 
Mstep: Class 6 contains 18125 members 
Mstep: Class 7 contains 15056 members 
Mstep: Class 8 contains 84652 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47198 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6679 members 
Mstep: Class 14 contains 144817 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 99370 members 
Mstep: Class 17 contains 46557 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 19 contains 48839 members 
Mstep: Class 20 contains 12548 members 
Mstep: Class 21 contains 145299 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5414 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 9324 members 
Mstep: Class 26 contains 10662 members 
Mstep: Class 27 contains 124885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093144.000000 Penalty: 60205.453125
Iteration 271Q: 28 clusters Score -1.020931e+08 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 39306 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 4521 members 
Mstep: Class 5 contains 14600 members 
Mstep: Class 6 contains 18126 members 
Mstep: Class 7 contains 15056 members 
Mstep: Class 8 contains 84656 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47201 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6687 members 
Mstep: Class 14 contains 144822 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 99577 members 
Mstep: Class 17 contains 46438 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 47594 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 145308 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5427 members 
Mstep: Class 24 contains 3855 members 
Mstep: Class 25 contains 9330 members 
Mstep: Class 26 contains 10659 members 
Mstep: Class 27 contains 126059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093016.000000 Penalty: 60205.453125
Iteration 272Q: 28 clusters Score -1.02093e+08 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39298 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 4521 members 
Mstep: Class 5 contains 14567 members 
Mstep: Class 6 contains 18126 members 
Mstep: Class 7 contains 15048 members 
Mstep: Class 8 contains 84653 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47201 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6679 members 
Mstep: Class 14 contains 144832 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 99762 members 
Mstep: Class 17 contains 46338 members 
Mstep: Class 18 contains 10535 members 
Mstep: Class 19 contains 46343 members 
Mstep: Class 20 contains 12552 members 
Mstep: Class 21 contains 145311 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 3851 members 
Mstep: Class 25 contains 9344 members 
Mstep: Class 26 contains 10656 members 
Mstep: Class 27 contains 127247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093168.000000 Penalty: 60205.453125
Iteration 273Q: 28 clusters Score -1.020932e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39295 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 14554 members 
Mstep: Class 6 contains 18126 members 
Mstep: Class 7 contains 15030 members 
Mstep: Class 8 contains 84664 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47208 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 144841 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 99964 members 
Mstep: Class 17 contains 46255 members 
Mstep: Class 18 contains 10535 members 
Mstep: Class 19 contains 45078 members 
Mstep: Class 20 contains 12554 members 
Mstep: Class 21 contains 145309 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5445 members 
Mstep: Class 24 contains 3848 members 
Mstep: Class 25 contains 9353 members 
Mstep: Class 26 contains 10657 members 
Mstep: Class 27 contains 128391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092920.000000 Penalty: 60205.453125
Iteration 274Q: 28 clusters Score -1.020929e+08 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39295 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 14535 members 
Mstep: Class 6 contains 18124 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 84684 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47208 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6667 members 
Mstep: Class 14 contains 144861 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 100195 members 
Mstep: Class 17 contains 46188 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 43785 members 
Mstep: Class 20 contains 12556 members 
Mstep: Class 21 contains 145300 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5455 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 10657 members 
Mstep: Class 27 contains 129522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092552.000000 Penalty: 60205.453125
Iteration 275Q: 28 clusters Score -1.020926e+08 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39294 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 14508 members 
Mstep: Class 6 contains 18122 members 
Mstep: Class 7 contains 15008 members 
Mstep: Class 8 contains 84697 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47205 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6664 members 
Mstep: Class 14 contains 144876 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 100427 members 
Mstep: Class 17 contains 46113 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 42463 members 
Mstep: Class 20 contains 12558 members 
Mstep: Class 21 contains 145295 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5463 members 
Mstep: Class 24 contains 3849 members 
Mstep: Class 25 contains 9376 members 
Mstep: Class 26 contains 10658 members 
Mstep: Class 27 contains 130680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092224.000000 Penalty: 60205.453125
Iteration 276Q: 28 clusters Score -1.020922e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39292 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 14501 members 
Mstep: Class 6 contains 18120 members 
Mstep: Class 7 contains 14996 members 
Mstep: Class 8 contains 84697 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47205 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 144889 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 100578 members 
Mstep: Class 17 contains 46042 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 41172 members 
Mstep: Class 20 contains 12558 members 
Mstep: Class 21 contains 145292 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5467 members 
Mstep: Class 24 contains 3851 members 
Mstep: Class 25 contains 9387 members 
Mstep: Class 26 contains 10658 members 
Mstep: Class 27 contains 131895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092240.000000 Penalty: 60205.453125
Iteration 277Q: 28 clusters Score -1.020922e+08 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39289 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 14496 members 
Mstep: Class 6 contains 18116 members 
Mstep: Class 7 contains 14984 members 
Mstep: Class 8 contains 84702 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 910 members 
Mstep: Class 11 contains 47206 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 144899 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 100766 members 
Mstep: Class 17 contains 45974 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 39879 members 
Mstep: Class 20 contains 12560 members 
Mstep: Class 21 contains 145290 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5478 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 9407 members 
Mstep: Class 26 contains 10659 members 
Mstep: Class 27 contains 133053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091680.000000 Penalty: 60205.453125
Iteration 278Q: 28 clusters Score -1.020917e+08 nChanged 2633
Entering ConstructFrom: 
Score: -102091680.000000 Penalty: 60205.453125
Entering ConstructFrom: 
Trying to split cluster 1 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -297474.156250 Penalty: 1271.861816
	Iteration 0F: 2 clusters Score -297474.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -295050.937500 Penalty: 2543.723633
	Iteration 0F: 3 clusters Score -295050.9 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -295557.031250 Penalty: 2543.723633
	Iteration 1F: 3 clusters Score -295557 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -295649.156250 Penalty: 2543.723633
	Iteration 2F: 3 clusters Score -295649.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -295701.812500 Penalty: 2543.723633
	Iteration 3Q: 3 clusters Score -295701.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -295736.250000 Penalty: 2543.723633
	Iteration 4Q: 3 clusters Score -295736.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -295760.000000 Penalty: 2543.723633
	Iteration 5Q: 3 clusters Score -295760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -295769.375000 Penalty: 2543.723633
	Iteration 6Q: 3 clusters Score -295769.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -295780.500000 Penalty: 2543.723633
	Iteration 7Q: 3 clusters Score -295780.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -295792.437500 Penalty: 2543.723633
	Iteration 8Q: 3 clusters Score -295792.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -295807.843750 Penalty: 2543.723633
	Iteration 9Q: 3 clusters Score -295807.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -295816.875000 Penalty: 2543.723633
	Iteration 10Q: 3 clusters Score -295816.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -295824.968750 Penalty: 2543.723633
	Iteration 11Q: 3 clusters Score -295825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -295831.843750 Penalty: 2543.723633
	Iteration 12Q: 3 clusters Score -295831.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -295840.687500 Penalty: 2543.723633
	Iteration 13Q: 3 clusters Score -295840.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -295849.781250 Penalty: 2543.723633
	Iteration 14Q: 3 clusters Score -295849.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -295854.375000 Penalty: 2543.723633
	Iteration 15Q: 3 clusters Score -295854.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -295860.375000 Penalty: 2543.723633
	Iteration 16Q: 3 clusters Score -295860.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -295866.312500 Penalty: 2543.723633
	Iteration 17Q: 3 clusters Score -295866.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -295871.437500 Penalty: 2543.723633
	Iteration 18Q: 3 clusters Score -295871.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -295874.625000 Penalty: 2543.723633
	Iteration 19Q: 3 clusters Score -295874.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -295878.843750 Penalty: 2543.723633
	Iteration 20F: 3 clusters Score -295878.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -295884.468750 Penalty: 2543.723633
	Iteration 21Q: 3 clusters Score -295884.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -295891.406250 Penalty: 2543.723633
	Iteration 22Q: 3 clusters Score -295891.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -295895.750000 Penalty: 2543.723633
	Iteration 23Q: 3 clusters Score -295895.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -295900.375000 Penalty: 2543.723633
	Iteration 24Q: 3 clusters Score -295900.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -295905.125000 Penalty: 2543.723633
	Iteration 25Q: 3 clusters Score -295905.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -295909.718750 Penalty: 2543.723633
	Iteration 26Q: 3 clusters Score -295909.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -295913.281250 Penalty: 2543.723633
	Iteration 27Q: 3 clusters Score -295913.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -295916.375000 Penalty: 2543.723633
	Iteration 28Q: 3 clusters Score -295916.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -295919.531250 Penalty: 2543.723633
	Iteration 29Q: 3 clusters Score -295919.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -295922.093750 Penalty: 2543.723633
	Iteration 30Q: 3 clusters Score -295922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -295921.750000 Penalty: 2543.723633
	Iteration 31Q: 3 clusters Score -295921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -295922.531250 Penalty: 2543.723633
	Iteration 32Q: 3 clusters Score -295922.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -295922.218750 Penalty: 2543.723633
	Iteration 33Q: 3 clusters Score -295922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -295922.906250 Penalty: 2543.723633
	Iteration 34Q: 3 clusters Score -295922.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -295923.343750 Penalty: 2543.723633
	Iteration 35Q: 3 clusters Score -295923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -295923.281250 Penalty: 2543.723633
	Iteration 36Q: 3 clusters Score -295923.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -295924.218750 Penalty: 2543.723633
	Iteration 37Q: 3 clusters Score -295924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -295924.468750 Penalty: 2543.723633
	Iteration 38Q: 3 clusters Score -295924.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -295924.468750 Penalty: 2543.723633
	Iteration 39F: 3 clusters Score -295924.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Entering Unmasked Estep 
Score: -4349865.000000 Penalty: 1719.038818
	Iteration 0F: 2 clusters Score -4349865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4323464.500000 Penalty: 3438.077637
	Iteration 0F: 3 clusters Score -4323464 nChanged 18379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -4333763.500000 Penalty: 3438.077637
	Iteration 1F: 3 clusters Score -4333764 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -4334200.000000 Penalty: 3438.077637
	Iteration 2Q: 3 clusters Score -4334200 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -4334668.000000 Penalty: 3438.077637
	Iteration 3Q: 3 clusters Score -4334668 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -4335237.500000 Penalty: 3438.077637
	Iteration 4Q: 3 clusters Score -4335238 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -4335934.500000 Penalty: 3438.077637
	Iteration 5Q: 3 clusters Score -4335934 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -4336793.500000 Penalty: 3438.077637
	Iteration 6Q: 3 clusters Score -4336794 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -4337798.000000 Penalty: 3438.077637
	Iteration 7Q: 3 clusters Score -4337798 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -4339050.000000 Penalty: 3438.077637
	Iteration 8F: 3 clusters Score -4339050 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -4340412.000000 Penalty: 3438.077637
	Iteration 9F: 3 clusters Score -4340412 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -4341608.500000 Penalty: 3438.077637
	Iteration 10F: 3 clusters Score -4341608 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -4342559.000000 Penalty: 3438.077637
	Iteration 11Q: 3 clusters Score -4342559 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -4343176.000000 Penalty: 3438.077637
	Iteration 12Q: 3 clusters Score -4343176 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -4343566.000000 Penalty: 3438.077637
	Iteration 13Q: 3 clusters Score -4343566 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4343894.500000 Penalty: 3438.077637
	Iteration 14Q: 3 clusters Score -4343894 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -4344115.000000 Penalty: 3438.077637
	Iteration 15Q: 3 clusters Score -4344115 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4344334.500000 Penalty: 3438.077637
	Iteration 16Q: 3 clusters Score -4344334 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -4344539.000000 Penalty: 3438.077637
	Iteration 17Q: 3 clusters Score -4344539 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -4344726.000000 Penalty: 3438.077637
	Iteration 18Q: 3 clusters Score -4344726 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -4344954.500000 Penalty: 3438.077637
	Iteration 19Q: 3 clusters Score -4344954 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -4345147.500000 Penalty: 3438.077637
	Iteration 20F: 3 clusters Score -4345148 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -4345315.500000 Penalty: 3438.077637
	Iteration 21Q: 3 clusters Score -4345316 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -4345496.000000 Penalty: 3438.077637
	Iteration 22Q: 3 clusters Score -4345496 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -4345671.000000 Penalty: 3438.077637
	Iteration 23Q: 3 clusters Score -4345671 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -4345877.000000 Penalty: 3438.077637
	Iteration 24Q: 3 clusters Score -4345877 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -4346041.500000 Penalty: 3438.077637
	Iteration 25Q: 3 clusters Score -4346042 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4346237.000000 Penalty: 3438.077637
	Iteration 26Q: 3 clusters Score -4346237 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -4346427.000000 Penalty: 3438.077637
	Iteration 27Q: 3 clusters Score -4346427 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4346604.000000 Penalty: 3438.077637
	Iteration 28Q: 3 clusters Score -4346604 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -4346776.500000 Penalty: 3438.077637
	Iteration 29Q: 3 clusters Score -4346776 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -4346929.500000 Penalty: 3438.077637
	Iteration 30Q: 3 clusters Score -4346930 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -4347083.000000 Penalty: 3438.077637
	Iteration 31Q: 3 clusters Score -4347083 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -4347226.500000 Penalty: 3438.077637
	Iteration 32Q: 3 clusters Score -4347226 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -4347369.500000 Penalty: 3438.077637
	Iteration 33Q: 3 clusters Score -4347370 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4347486.000000 Penalty: 3438.077637
	Iteration 34Q: 3 clusters Score -4347486 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -4347641.000000 Penalty: 3438.077637
	Iteration 35Q: 3 clusters Score -4347641 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -4347798.500000 Penalty: 3438.077637
	Iteration 36Q: 3 clusters Score -4347798 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -4347903.500000 Penalty: 3438.077637
	Iteration 37Q: 3 clusters Score -4347904 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -4348032.500000 Penalty: 3438.077637
	Iteration 38Q: 3 clusters Score -4348032 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -4348132.000000 Penalty: 3438.077637
	Iteration 39Q: 3 clusters Score -4348132 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -4348217.500000 Penalty: 3438.077637
	Iteration 40F: 3 clusters Score -4348218 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -4348309.500000 Penalty: 3438.077637
	Iteration 41Q: 3 clusters Score -4348310 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -4348361.000000 Penalty: 3438.077637
	Iteration 42Q: 3 clusters Score -4348361 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -4348406.000000 Penalty: 3438.077637
	Iteration 43Q: 3 clusters Score -4348406 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -4348448.500000 Penalty: 3438.077637
	Iteration 44Q: 3 clusters Score -4348448 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -4348495.500000 Penalty: 3438.077637
	Iteration 45Q: 3 clusters Score -4348496 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -4348532.000000 Penalty: 3438.077637
	Iteration 46Q: 3 clusters Score -4348532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -4348564.500000 Penalty: 3438.077637
	Iteration 47Q: 3 clusters Score -4348564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -4348594.000000 Penalty: 3438.077637
	Iteration 48Q: 3 clusters Score -4348594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -4348622.000000 Penalty: 3438.077637
	Iteration 49Q: 3 clusters Score -4348622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -4348644.500000 Penalty: 3438.077637
	Iteration 50Q: 3 clusters Score -4348644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -4348667.000000 Penalty: 3438.077637
	Iteration 51Q: 3 clusters Score -4348667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -4348678.000000 Penalty: 3438.077637
	Iteration 52Q: 3 clusters Score -4348678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -4348692.000000 Penalty: 3438.077637
	Iteration 53Q: 3 clusters Score -4348692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -4348701.000000 Penalty: 3438.077637
	Iteration 54Q: 3 clusters Score -4348701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -4348713.500000 Penalty: 3438.077637
	Iteration 55Q: 3 clusters Score -4348714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -4348729.000000 Penalty: 3438.077637
	Iteration 56Q: 3 clusters Score -4348729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -4348746.000000 Penalty: 3438.077637
	Iteration 57Q: 3 clusters Score -4348746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -4348755.000000 Penalty: 3438.077637
	Iteration 58Q: 3 clusters Score -4348755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -4348767.000000 Penalty: 3438.077637
	Iteration 59Q: 3 clusters Score -4348767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -4348775.000000 Penalty: 3438.077637
	Iteration 60F: 3 clusters Score -4348775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -4348793.000000 Penalty: 3438.077637
	Iteration 61Q: 3 clusters Score -4348793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -4348804.500000 Penalty: 3438.077637
	Iteration 62Q: 3 clusters Score -4348804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -4348810.500000 Penalty: 3438.077637
	Iteration 63Q: 3 clusters Score -4348810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -4348822.500000 Penalty: 3438.077637
	Iteration 64Q: 3 clusters Score -4348822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -4348823.500000 Penalty: 3438.077637
	Iteration 65Q: 3 clusters Score -4348824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -4348832.000000 Penalty: 3438.077637
	Iteration 66Q: 3 clusters Score -4348832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -4348845.000000 Penalty: 3438.077637
	Iteration 67Q: 3 clusters Score -4348845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -4348854.000000 Penalty: 3438.077637
	Iteration 68Q: 3 clusters Score -4348854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -4348857.500000 Penalty: 3438.077637
	Iteration 69Q: 3 clusters Score -4348858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -4348866.500000 Penalty: 3438.077637
	Iteration 70Q: 3 clusters Score -4348866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -4348870.000000 Penalty: 3438.077637
	Iteration 71Q: 3 clusters Score -4348870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -4348873.500000 Penalty: 3438.077637
	Iteration 72Q: 3 clusters Score -4348874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -4348880.500000 Penalty: 3438.077637
	Iteration 73Q: 3 clusters Score -4348880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -4348885.500000 Penalty: 3438.077637
	Iteration 74Q: 3 clusters Score -4348886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -4348896.500000 Penalty: 3438.077637
	Iteration 75Q: 3 clusters Score -4348896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -4348895.500000 Penalty: 3438.077637
	Iteration 76Q: 3 clusters Score -4348896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -4348901.500000 Penalty: 3438.077637
	Iteration 77Q: 3 clusters Score -4348902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -4348899.000000 Penalty: 3438.077637
	Iteration 78Q: 3 clusters Score -4348899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -4348910.000000 Penalty: 3438.077637
	Iteration 79Q: 3 clusters Score -4348910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -4348915.000000 Penalty: 3438.077637
	Iteration 80F: 3 clusters Score -4348915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -4348918.500000 Penalty: 3438.077637
	Iteration 81Q: 3 clusters Score -4348918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -4348925.500000 Penalty: 3438.077637
	Iteration 82Q: 3 clusters Score -4348926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -4348924.000000 Penalty: 3438.077637
	Iteration 83Q: 3 clusters Score -4348924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -4348931.000000 Penalty: 3438.077637
	Iteration 84Q: 3 clusters Score -4348931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -4348933.500000 Penalty: 3438.077637
	Iteration 85Q: 3 clusters Score -4348934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -4348930.500000 Penalty: 3438.077637
	Iteration 86Q: 3 clusters Score -4348930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -4348937.500000 Penalty: 3438.077637
	Iteration 87Q: 3 clusters Score -4348938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -4348943.500000 Penalty: 3438.077637
	Iteration 88Q: 3 clusters Score -4348944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -4348945.500000 Penalty: 3438.077637
	Iteration 89Q: 3 clusters Score -4348946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -4348948.500000 Penalty: 3438.077637
	Iteration 90Q: 3 clusters Score -4348948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -4348957.000000 Penalty: 3438.077637
	Iteration 91Q: 3 clusters Score -4348957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -4348955.500000 Penalty: 3438.077637
	Iteration 92Q: 3 clusters Score -4348956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -4348958.000000 Penalty: 3438.077637
	Iteration 93Q: 3 clusters Score -4348958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -4348958.000000 Penalty: 3438.077637
	Iteration 94F: 3 clusters Score -4348958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -364350.656250 Penalty: 1320.174438
	Iteration 0F: 2 clusters Score -364350.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -361359.187500 Penalty: 2640.348877
	Iteration 0F: 3 clusters Score -361359.2 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -362217.343750 Penalty: 2640.348877
	Iteration 1F: 3 clusters Score -362217.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -362418.031250 Penalty: 2640.348877
	Iteration 2F: 3 clusters Score -362418 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -362540.406250 Penalty: 2640.348877
	Iteration 3F: 3 clusters Score -362540.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -362616.687500 Penalty: 2640.348877
	Iteration 4Q: 3 clusters Score -362616.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -362657.406250 Penalty: 2640.348877
	Iteration 5Q: 3 clusters Score -362657.4 nChanged 64
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: -362684.562500 Penalty: 2640.348877
	Iteration 6Q: 3 clusters Score -362684.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -362713.562500 Penalty: 2640.348877
	Iteration 7Q: 3 clusters Score -362713.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -362733.437500 Penalty: 2640.348877
	Iteration 8Q: 3 clusters Score -362733.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -362757.781250 Penalty: 2640.348877
	Iteration 9Q: 3 clusters Score -362757.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -362790.343750 Penalty: 2640.348877
	Iteration 10Q: 3 clusters Score -362790.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -362812.187500 Penalty: 2640.348877
	Iteration 11Q: 3 clusters Score -362812.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -362826.531250 Penalty: 2640.348877
	Iteration 12Q: 3 clusters Score -362826.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -362845.218750 Penalty: 2640.348877
	Iteration 13Q: 3 clusters Score -362845.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -362870.968750 Penalty: 2640.348877
	Iteration 14Q: 3 clusters Score -362871 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -362901.687500 Penalty: 2640.348877
	Iteration 15Q: 3 clusters Score -362901.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -362937.468750 Penalty: 2640.348877
	Iteration 16Q: 3 clusters Score -362937.5 nChanged 61
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: -362971.250000 Penalty: 2640.348877
	Iteration 17Q: 3 clusters Score -362971.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -363016.625000 Penalty: 2640.348877
	Iteration 18Q: 3 clusters Score -363016.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -363078.312500 Penalty: 2640.348877
	Iteration 19Q: 3 clusters Score -363078.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -363127.437500 Penalty: 2640.348877
	Iteration 20F: 3 clusters Score -363127.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -363182.281250 Penalty: 2640.348877
	Iteration 21Q: 3 clusters Score -363182.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -363223.218750 Penalty: 2640.348877
	Iteration 22Q: 3 clusters Score -363223.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -363253.093750 Penalty: 2640.348877
	Iteration 23Q: 3 clusters Score -363253.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -363280.093750 Penalty: 2640.348877
	Iteration 24Q: 3 clusters Score -363280.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -363301.437500 Penalty: 2640.348877
	Iteration 25Q: 3 clusters Score -363301.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -363319.968750 Penalty: 2640.348877
	Iteration 26Q: 3 clusters Score -363320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -363333.250000 Penalty: 2640.348877
	Iteration 27Q: 3 clusters Score -363333.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -363346.406250 Penalty: 2640.348877
	Iteration 28Q: 3 clusters Score -363346.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -363358.718750 Penalty: 2640.348877
	Iteration 29Q: 3 clusters Score -363358.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -363367.062500 Penalty: 2640.348877
	Iteration 30Q: 3 clusters Score -363367.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -363373.906250 Penalty: 2640.348877
	Iteration 31Q: 3 clusters Score -363373.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -363384.218750 Penalty: 2640.348877
	Iteration 32Q: 3 clusters Score -363384.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -363394.125000 Penalty: 2640.348877
	Iteration 33Q: 3 clusters Score -363394.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -363400.875000 Penalty: 2640.348877
	Iteration 34Q: 3 clusters Score -363400.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -363408.500000 Penalty: 2640.348877
	Iteration 35Q: 3 clusters Score -363408.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -363423.343750 Penalty: 2640.348877
	Iteration 36Q: 3 clusters Score -363423.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -363440.343750 Penalty: 2640.348877
	Iteration 37Q: 3 clusters Score -363440.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -363461.687500 Penalty: 2640.348877
	Iteration 38Q: 3 clusters Score -363461.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -363479.281250 Penalty: 2640.348877
	Iteration 39Q: 3 clusters Score -363479.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -363502.312500 Penalty: 2640.348877
	Iteration 40F: 3 clusters Score -363502.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -363541.875000 Penalty: 2640.348877
	Iteration 41Q: 3 clusters Score -363541.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -363582.531250 Penalty: 2640.348877
	Iteration 42Q: 3 clusters Score -363582.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -363604.781250 Penalty: 2640.348877
	Iteration 43Q: 3 clusters Score -363604.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -363621.718750 Penalty: 2640.348877
	Iteration 44Q: 3 clusters Score -363621.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -363632.250000 Penalty: 2640.348877
	Iteration 45Q: 3 clusters Score -363632.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -363645.656250 Penalty: 2640.348877
	Iteration 46Q: 3 clusters Score -363645.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -363657.406250 Penalty: 2640.348877
	Iteration 47Q: 3 clusters Score -363657.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -363675.250000 Penalty: 2640.348877
	Iteration 48Q: 3 clusters Score -363675.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -363686.093750 Penalty: 2640.348877
	Iteration 49Q: 3 clusters Score -363686.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -363696.656250 Penalty: 2640.348877
	Iteration 50Q: 3 clusters Score -363696.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -363701.968750 Penalty: 2640.348877
	Iteration 51Q: 3 clusters Score -363702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -363704.718750 Penalty: 2640.348877
	Iteration 52Q: 3 clusters Score -363704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -363709.437500 Penalty: 2640.348877
	Iteration 53Q: 3 clusters Score -363709.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -363712.656250 Penalty: 2640.348877
	Iteration 54Q: 3 clusters Score -363712.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -363714.906250 Penalty: 2640.348877
	Iteration 55Q: 3 clusters Score -363714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -363719.468750 Penalty: 2640.348877
	Iteration 56Q: 3 clusters Score -363719.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -363723.656250 Penalty: 2640.348877
	Iteration 57Q: 3 clusters Score -363723.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -363725.843750 Penalty: 2640.348877
	Iteration 58Q: 3 clusters Score -363725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -363728.718750 Penalty: 2640.348877
	Iteration 59Q: 3 clusters Score -363728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -363730.562500 Penalty: 2640.348877
	Iteration 60F: 3 clusters Score -363730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -363731.125000 Penalty: 2640.348877
	Iteration 61Q: 3 clusters Score -363731.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -363731.750000 Penalty: 2640.348877
	Iteration 62Q: 3 clusters Score -363731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -363734.062500 Penalty: 2640.348877
	Iteration 63Q: 3 clusters Score -363734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -363735.312500 Penalty: 2640.348877
	Iteration 64Q: 3 clusters Score -363735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -363735.812500 Penalty: 2640.348877
	Iteration 65Q: 3 clusters Score -363735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -363736.562500 Penalty: 2640.348877
	Iteration 66Q: 3 clusters Score -363736.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -363736.562500 Penalty: 2640.348877
	Iteration 67F: 3 clusters Score -363736.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Entering Unmasked Estep 
Score: -515368.093750 Penalty: 1367.211426
	Iteration 0F: 2 clusters Score -515368.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -511715.187500 Penalty: 2734.422852
	Iteration 0F: 3 clusters Score -511715.2 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -512742.250000 Penalty: 2734.422852
	Iteration 1F: 3 clusters Score -512742.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -513002.531250 Penalty: 2734.422852
	Iteration 2F: 3 clusters Score -513002.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -513195.812500 Penalty: 2734.422852
	Iteration 3F: 3 clusters Score -513195.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -513371.812500 Penalty: 2734.422852
	Iteration 4F: 3 clusters Score -513371.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -513536.562500 Penalty: 2734.422852
	Iteration 5F: 3 clusters Score -513536.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -513698.312500 Penalty: 2734.422852
	Iteration 6Q: 3 clusters Score -513698.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -513862.781250 Penalty: 2734.422852
	Iteration 7Q: 3 clusters Score -513862.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -514013.968750 Penalty: 2734.422852
	Iteration 8Q: 3 clusters Score -514014 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -514141.468750 Penalty: 2734.422852
	Iteration 9Q: 3 clusters Score -514141.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -514259.750000 Penalty: 2734.422852
	Iteration 10Q: 3 clusters Score -514259.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -514344.468750 Penalty: 2734.422852
	Iteration 11Q: 3 clusters Score -514344.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -514426.843750 Penalty: 2734.422852
	Iteration 12Q: 3 clusters Score -514426.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -514475.375000 Penalty: 2734.422852
	Iteration 13Q: 3 clusters Score -514475.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -514493.843750 Penalty: 2734.422852
	Iteration 14Q: 3 clusters Score -514493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -514499.937500 Penalty: 2734.422852
	Iteration 15Q: 3 clusters Score -514499.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -514503.781250 Penalty: 2734.422852
	Iteration 16Q: 3 clusters Score -514503.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -514508.031250 Penalty: 2734.422852
	Iteration 17Q: 3 clusters Score -514508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -514511.500000 Penalty: 2734.422852
	Iteration 18Q: 3 clusters Score -514511.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -514513.437500 Penalty: 2734.422852
	Iteration 19Q: 3 clusters Score -514513.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -514517.312500 Penalty: 2734.422852
	Iteration 20F: 3 clusters Score -514517.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -514517.031250 Penalty: 2734.422852
	Iteration 21Q: 3 clusters Score -514517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -514517.031250 Penalty: 2734.422852
	Iteration 22F: 3 clusters Score -514517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Entering Unmasked Estep 
Score: -1691556.625000 Penalty: 1556.992188
	Iteration 0F: 2 clusters Score -1691557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1681511.125000 Penalty: 3113.984375
	Iteration 0F: 3 clusters Score -1681511 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1685013.250000 Penalty: 3113.984375
	Iteration 1F: 3 clusters Score -1685013 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1685256.000000 Penalty: 3113.984375
	Iteration 2Q: 3 clusters Score -1685256 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1685535.000000 Penalty: 3113.984375
	Iteration 3Q: 3 clusters Score -1685535 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1685899.000000 Penalty: 3113.984375
	Iteration 4F: 3 clusters Score -1685899 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1686358.000000 Penalty: 3113.984375
	Iteration 5F: 3 clusters Score -1686358 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1686949.250000 Penalty: 3113.984375
	Iteration 6F: 3 clusters Score -1686949 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1687749.625000 Penalty: 3113.984375
	Iteration 7F: 3 clusters Score -1687750 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1688648.125000 Penalty: 3113.984375
	Iteration 8F: 3 clusters Score -1688648 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1689314.125000 Penalty: 3113.984375
	Iteration 9Q: 3 clusters Score -1689314 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1689748.750000 Penalty: 3113.984375
	Iteration 10Q: 3 clusters Score -1689749 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1689952.125000 Penalty: 3113.984375
	Iteration 11Q: 3 clusters Score -1689952 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1690049.500000 Penalty: 3113.984375
	Iteration 12Q: 3 clusters Score -1690050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1690093.875000 Penalty: 3113.984375
	Iteration 13Q: 3 clusters Score -1690094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1690125.000000 Penalty: 3113.984375
	Iteration 14Q: 3 clusters Score -1690125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1690139.500000 Penalty: 3113.984375
	Iteration 15Q: 3 clusters Score -1690140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1690149.500000 Penalty: 3113.984375
	Iteration 16Q: 3 clusters Score -1690150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1690156.625000 Penalty: 3113.984375
	Iteration 17Q: 3 clusters Score -1690157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1690159.625000 Penalty: 3113.984375
	Iteration 18Q: 3 clusters Score -1690160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1690160.125000 Penalty: 3113.984375
	Iteration 19Q: 3 clusters Score -1690160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1690160.125000 Penalty: 3113.984375
	Iteration 20F: 3 clusters Score -1690160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -2091075.375000 Penalty: 1593.230591
	Iteration 0F: 2 clusters Score -2091075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2078693.000000 Penalty: 3186.461182
	Iteration 0F: 3 clusters Score -2078693 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2083102.250000 Penalty: 3186.461182
	Iteration 1F: 3 clusters Score -2083102 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2083409.625000 Penalty: 3186.461182
	Iteration 2Q: 3 clusters Score -2083410 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2083710.750000 Penalty: 3186.461182
	Iteration 3Q: 3 clusters Score -2083711 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2084044.375000 Penalty: 3186.461182
	Iteration 4Q: 3 clusters Score -2084044 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2084429.375000 Penalty: 3186.461182
	Iteration 5Q: 3 clusters Score -2084429 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2084869.500000 Penalty: 3186.461182
	Iteration 6Q: 3 clusters Score -2084870 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2085450.750000 Penalty: 3186.461182
	Iteration 7F: 3 clusters Score -2085451 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2086108.000000 Penalty: 3186.461182
	Iteration 8F: 3 clusters Score -2086108 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2086764.125000 Penalty: 3186.461182
	Iteration 9F: 3 clusters Score -2086764 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2087289.750000 Penalty: 3186.461182
	Iteration 10Q: 3 clusters Score -2087290 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2087621.500000 Penalty: 3186.461182
	Iteration 11Q: 3 clusters Score -2087622 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2087821.000000 Penalty: 3186.461182
	Iteration 12Q: 3 clusters Score -2087821 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2087939.500000 Penalty: 3186.461182
	Iteration 13Q: 3 clusters Score -2087940 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2088026.750000 Penalty: 3186.461182
	Iteration 14Q: 3 clusters Score -2088027 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2088098.000000 Penalty: 3186.461182
	Iteration 15Q: 3 clusters Score -2088098 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2088148.375000 Penalty: 3186.461182
	Iteration 16Q: 3 clusters Score -2088148 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2088198.250000 Penalty: 3186.461182
	Iteration 17Q: 3 clusters Score -2088198 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2088262.875000 Penalty: 3186.461182
	Iteration 18Q: 3 clusters Score -2088263 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2088313.125000 Penalty: 3186.461182
	Iteration 19Q: 3 clusters Score -2088313 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2088351.500000 Penalty: 3186.461182
	Iteration 20F: 3 clusters Score -2088352 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2088394.000000 Penalty: 3186.461182
	Iteration 21Q: 3 clusters Score -2088394 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2088442.625000 Penalty: 3186.461182
	Iteration 22Q: 3 clusters Score -2088443 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2088496.125000 Penalty: 3186.461182
	Iteration 23Q: 3 clusters Score -2088496 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2088538.000000 Penalty: 3186.461182
	Iteration 24Q: 3 clusters Score -2088538 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2088592.250000 Penalty: 3186.461182
	Iteration 25Q: 3 clusters Score -2088592 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2088641.625000 Penalty: 3186.461182
	Iteration 26Q: 3 clusters Score -2088642 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2088680.625000 Penalty: 3186.461182
	Iteration 27Q: 3 clusters Score -2088681 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2088736.375000 Penalty: 3186.461182
	Iteration 28Q: 3 clusters Score -2088736 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2088804.375000 Penalty: 3186.461182
	Iteration 29Q: 3 clusters Score -2088804 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2088874.625000 Penalty: 3186.461182
	Iteration 30Q: 3 clusters Score -2088875 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2088928.000000 Penalty: 3186.461182
	Iteration 31Q: 3 clusters Score -2088928 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2088990.750000 Penalty: 3186.461182
	Iteration 32Q: 3 clusters Score -2088991 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2089055.750000 Penalty: 3186.461182
	Iteration 33Q: 3 clusters Score -2089056 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2089119.500000 Penalty: 3186.461182
	Iteration 34Q: 3 clusters Score -2089120 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2089185.125000 Penalty: 3186.461182
	Iteration 35Q: 3 clusters Score -2089185 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2089236.000000 Penalty: 3186.461182
	Iteration 36Q: 3 clusters Score -2089236 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2089296.875000 Penalty: 3186.461182
	Iteration 37Q: 3 clusters Score -2089297 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2089355.000000 Penalty: 3186.461182
	Iteration 38Q: 3 clusters Score -2089355 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2089415.250000 Penalty: 3186.461182
	Iteration 39Q: 3 clusters Score -2089415 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2089459.000000 Penalty: 3186.461182
	Iteration 40F: 3 clusters Score -2089459 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2089510.750000 Penalty: 3186.461182
	Iteration 41Q: 3 clusters Score -2089511 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2089562.125000 Penalty: 3186.461182
	Iteration 42Q: 3 clusters Score -2089562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2089599.750000 Penalty: 3186.461182
	Iteration 43Q: 3 clusters Score -2089600 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2089623.125000 Penalty: 3186.461182
	Iteration 44Q: 3 clusters Score -2089623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2089645.875000 Penalty: 3186.461182
	Iteration 45Q: 3 clusters Score -2089646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2089673.000000 Penalty: 3186.461182
	Iteration 46Q: 3 clusters Score -2089673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2089685.750000 Penalty: 3186.461182
	Iteration 47Q: 3 clusters Score -2089686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2089705.375000 Penalty: 3186.461182
	Iteration 48Q: 3 clusters Score -2089705 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2089720.500000 Penalty: 3186.461182
	Iteration 49Q: 3 clusters Score -2089720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2089740.500000 Penalty: 3186.461182
	Iteration 50Q: 3 clusters Score -2089740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2089756.500000 Penalty: 3186.461182
	Iteration 51Q: 3 clusters Score -2089756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2089771.625000 Penalty: 3186.461182
	Iteration 52Q: 3 clusters Score -2089772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2089781.750000 Penalty: 3186.461182
	Iteration 53Q: 3 clusters Score -2089782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2089790.125000 Penalty: 3186.461182
	Iteration 54Q: 3 clusters Score -2089790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2089803.750000 Penalty: 3186.461182
	Iteration 55Q: 3 clusters Score -2089804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2089814.375000 Penalty: 3186.461182
	Iteration 56Q: 3 clusters Score -2089814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2089817.875000 Penalty: 3186.461182
	Iteration 57Q: 3 clusters Score -2089818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2089829.500000 Penalty: 3186.461182
	Iteration 58Q: 3 clusters Score -2089830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2089843.250000 Penalty: 3186.461182
	Iteration 59Q: 3 clusters Score -2089843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2089849.875000 Penalty: 3186.461182
	Iteration 60F: 3 clusters Score -2089850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2089857.750000 Penalty: 3186.461182
	Iteration 61Q: 3 clusters Score -2089858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2089857.125000 Penalty: 3186.461182
	Iteration 62Q: 3 clusters Score -2089857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2089861.500000 Penalty: 3186.461182
	Iteration 63Q: 3 clusters Score -2089862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2089864.000000 Penalty: 3186.461182
	Iteration 64Q: 3 clusters Score -2089864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2089864.625000 Penalty: 3186.461182
	Iteration 65Q: 3 clusters Score -2089865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2089863.750000 Penalty: 3186.461182
	Iteration 66Q: 3 clusters Score -2089864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2089863.875000 Penalty: 3186.461182
	Iteration 67Q: 3 clusters Score -2089864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2089864.875000 Penalty: 3186.461182
	Iteration 68Q: 3 clusters Score -2089865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2089863.375000 Penalty: 3186.461182
	Iteration 69Q: 3 clusters Score -2089863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2089863.375000 Penalty: 3186.461182
	Iteration 70Q: 3 clusters Score -2089863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2089868.500000 Penalty: 3186.461182
	Iteration 71Q: 3 clusters Score -2089868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2089871.000000 Penalty: 3186.461182
	Iteration 72Q: 3 clusters Score -2089871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2089872.000000 Penalty: 3186.461182
	Iteration 73Q: 3 clusters Score -2089872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2089875.125000 Penalty: 3186.461182
	Iteration 74Q: 3 clusters Score -2089875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2089879.000000 Penalty: 3186.461182
	Iteration 75Q: 3 clusters Score -2089879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2089889.125000 Penalty: 3186.461182
	Iteration 76Q: 3 clusters Score -2089889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2089886.500000 Penalty: 3186.461182
	Iteration 77Q: 3 clusters Score -2089886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2089887.750000 Penalty: 3186.461182
	Iteration 78Q: 3 clusters Score -2089888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2089887.625000 Penalty: 3186.461182
	Iteration 79Q: 3 clusters Score -2089888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2089890.500000 Penalty: 3186.461182
	Iteration 80F: 3 clusters Score -2089890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Entering Unmasked Estep 
Score: -1660125.125000 Penalty: 1562.460083
	Iteration 0F: 2 clusters Score -1660125 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 7430 members 
Entering Unmasked Estep 
Score: -1649688.125000 Penalty: 3124.920166
	Iteration 0F: 3 clusters Score -1649688 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1653243.375000 Penalty: 3124.920166
	Iteration 1F: 3 clusters Score -1653243 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1653520.375000 Penalty: 3124.920166
	Iteration 2Q: 3 clusters Score -1653520 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1653811.000000 Penalty: 3124.920166
	Iteration 3Q: 3 clusters Score -1653811 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1654201.500000 Penalty: 3124.920166
	Iteration 4F: 3 clusters Score -1654202 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1654817.125000 Penalty: 3124.920166
	Iteration 5F: 3 clusters Score -1654817 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1655713.875000 Penalty: 3124.920166
	Iteration 6F: 3 clusters Score -1655714 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1656818.875000 Penalty: 3124.920166
	Iteration 7F: 3 clusters Score -1656819 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1657853.250000 Penalty: 3124.920166
	Iteration 8F: 3 clusters Score -1657853 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1658639.500000 Penalty: 3124.920166
	Iteration 9Q: 3 clusters Score -1658640 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1658998.250000 Penalty: 3124.920166
	Iteration 10Q: 3 clusters Score -1658998 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1659148.250000 Penalty: 3124.920166
	Iteration 11Q: 3 clusters Score -1659148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1659211.000000 Penalty: 3124.920166
	Iteration 12Q: 3 clusters Score -1659211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1659251.750000 Penalty: 3124.920166
	Iteration 13Q: 3 clusters Score -1659252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1659268.875000 Penalty: 3124.920166
	Iteration 14Q: 3 clusters Score -1659269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1659280.000000 Penalty: 3124.920166
	Iteration 15Q: 3 clusters Score -1659280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1659290.250000 Penalty: 3124.920166
	Iteration 16Q: 3 clusters Score -1659290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1659301.875000 Penalty: 3124.920166
	Iteration 17Q: 3 clusters Score -1659302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1659307.000000 Penalty: 3124.920166
	Iteration 18Q: 3 clusters Score -1659307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1659310.375000 Penalty: 3124.920166
	Iteration 19Q: 3 clusters Score -1659310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1659309.000000 Penalty: 3124.920166
	Iteration 20F: 3 clusters Score -1659309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1659312.750000 Penalty: 3124.920166
	Iteration 21Q: 3 clusters Score -1659313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1659312.750000 Penalty: 3124.920166
	Iteration 22F: 3 clusters Score -1659313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84708 members 
Entering Unmasked Estep 
Score: -9791386.000000 Penalty: 1843.881958
	Iteration 0F: 2 clusters Score -9791386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -9735327.000000 Penalty: 3687.763916
	Iteration 0F: 3 clusters Score -9735327 nChanged 40379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -9758321.000000 Penalty: 3687.763916
	Iteration 1F: 3 clusters Score -9758321 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -9758854.000000 Penalty: 3687.763916
	Iteration 2Q: 3 clusters Score -9758854 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -9759302.000000 Penalty: 3687.763916
	Iteration 3Q: 3 clusters Score -9759302 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -9759780.000000 Penalty: 3687.763916
	Iteration 4Q: 3 clusters Score -9759780 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -9760536.000000 Penalty: 3687.763916
	Iteration 5Q: 3 clusters Score -9760536 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -9761623.000000 Penalty: 3687.763916
	Iteration 6Q: 3 clusters Score -9761623 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -9763396.000000 Penalty: 3687.763916
	Iteration 7Q: 3 clusters Score -9763396 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -9765969.000000 Penalty: 3687.763916
	Iteration 8F: 3 clusters Score -9765969 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -9769548.000000 Penalty: 3687.763916
	Iteration 9F: 3 clusters Score -9769548 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -9773484.000000 Penalty: 3687.763916
	Iteration 10F: 3 clusters Score -9773484 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -9776962.000000 Penalty: 3687.763916
	Iteration 11F: 3 clusters Score -9776962 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -9779322.000000 Penalty: 3687.763916
	Iteration 12Q: 3 clusters Score -9779322 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -9780884.000000 Penalty: 3687.763916
	Iteration 13Q: 3 clusters Score -9780884 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -9782055.000000 Penalty: 3687.763916
	Iteration 14Q: 3 clusters Score -9782055 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -9783153.000000 Penalty: 3687.763916
	Iteration 15Q: 3 clusters Score -9783153 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -9784100.000000 Penalty: 3687.763916
	Iteration 16Q: 3 clusters Score -9784100 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -9785001.000000 Penalty: 3687.763916
	Iteration 17Q: 3 clusters Score -9785001 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -9785762.000000 Penalty: 3687.763916
	Iteration 18Q: 3 clusters Score -9785762 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77781 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -9786482.000000 Penalty: 3687.763916
	Iteration 19Q: 3 clusters Score -9786482 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -9787060.000000 Penalty: 3687.763916
	Iteration 20F: 3 clusters Score -9787060 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79882 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -9787673.000000 Penalty: 3687.763916
	Iteration 21Q: 3 clusters Score -9787673 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -9788095.000000 Penalty: 3687.763916
	Iteration 22Q: 3 clusters Score -9788095 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -9788450.000000 Penalty: 3687.763916
	Iteration 23Q: 3 clusters Score -9788450 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81950 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -9788727.000000 Penalty: 3687.763916
	Iteration 24Q: 3 clusters Score -9788727 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82411 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -9788996.000000 Penalty: 3687.763916
	Iteration 25Q: 3 clusters Score -9788996 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82782 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9789181.000000 Penalty: 3687.763916
	Iteration 26Q: 3 clusters Score -9789181 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -9789320.000000 Penalty: 3687.763916
	Iteration 27Q: 3 clusters Score -9789320 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9789460.000000 Penalty: 3687.763916
	Iteration 28Q: 3 clusters Score -9789460 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9789531.000000 Penalty: 3687.763916
	Iteration 29Q: 3 clusters Score -9789531 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9789578.000000 Penalty: 3687.763916
	Iteration 30Q: 3 clusters Score -9789578 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83743 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9789634.000000 Penalty: 3687.763916
	Iteration 31Q: 3 clusters Score -9789634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83817 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9789672.000000 Penalty: 3687.763916
	Iteration 32Q: 3 clusters Score -9789672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9789696.000000 Penalty: 3687.763916
	Iteration 33Q: 3 clusters Score -9789696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83937 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9789713.000000 Penalty: 3687.763916
	Iteration 34Q: 3 clusters Score -9789713 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83977 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9789733.000000 Penalty: 3687.763916
	Iteration 35Q: 3 clusters Score -9789733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9789751.000000 Penalty: 3687.763916
	Iteration 36Q: 3 clusters Score -9789751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84026 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9789753.000000 Penalty: 3687.763916
	Iteration 37Q: 3 clusters Score -9789753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9789765.000000 Penalty: 3687.763916
	Iteration 38Q: 3 clusters Score -9789765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9789784.000000 Penalty: 3687.763916
	Iteration 39Q: 3 clusters Score -9789784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84102 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9789782.000000 Penalty: 3687.763916
	Iteration 40F: 3 clusters Score -9789782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84124 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9789794.000000 Penalty: 3687.763916
	Iteration 41Q: 3 clusters Score -9789794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84138 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9789799.000000 Penalty: 3687.763916
	Iteration 42Q: 3 clusters Score -9789799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84144 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9789803.000000 Penalty: 3687.763916
	Iteration 43Q: 3 clusters Score -9789803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9789799.000000 Penalty: 3687.763916
	Iteration 44Q: 3 clusters Score -9789799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9789795.000000 Penalty: 3687.763916
	Iteration 45Q: 3 clusters Score -9789795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9789799.000000 Penalty: 3687.763916
	Iteration 46Q: 3 clusters Score -9789799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84171 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9789804.000000 Penalty: 3687.763916
	Iteration 47Q: 3 clusters Score -9789804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9789807.000000 Penalty: 3687.763916
	Iteration 48Q: 3 clusters Score -9789807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84180 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9789804.000000 Penalty: 3687.763916
	Iteration 49Q: 3 clusters Score -9789804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84184 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9789809.000000 Penalty: 3687.763916
	Iteration 50Q: 3 clusters Score -9789809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84188 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9789802.000000 Penalty: 3687.763916
	Iteration 51Q: 3 clusters Score -9789802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84195 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9789812.000000 Penalty: 3687.763916
	Iteration 52Q: 3 clusters Score -9789812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84201 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9789817.000000 Penalty: 3687.763916
	Iteration 53Q: 3 clusters Score -9789817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9789814.000000 Penalty: 3687.763916
	Iteration 54Q: 3 clusters Score -9789814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9789820.000000 Penalty: 3687.763916
	Iteration 55Q: 3 clusters Score -9789820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84213 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9789827.000000 Penalty: 3687.763916
	Iteration 56Q: 3 clusters Score -9789827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84220 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9789830.000000 Penalty: 3687.763916
	Iteration 57Q: 3 clusters Score -9789830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9789831.000000 Penalty: 3687.763916
	Iteration 58Q: 3 clusters Score -9789831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84229 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9789830.000000 Penalty: 3687.763916
	Iteration 59Q: 3 clusters Score -9789830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84232 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9789827.000000 Penalty: 3687.763916
	Iteration 60F: 3 clusters Score -9789827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9789837.000000 Penalty: 3687.763916
	Iteration 61Q: 3 clusters Score -9789837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84239 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9789842.000000 Penalty: 3687.763916
	Iteration 62Q: 3 clusters Score -9789842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9789838.000000 Penalty: 3687.763916
	Iteration 63Q: 3 clusters Score -9789838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9789841.000000 Penalty: 3687.763916
	Iteration 64Q: 3 clusters Score -9789841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9789843.000000 Penalty: 3687.763916
	Iteration 65Q: 3 clusters Score -9789843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9789843.000000 Penalty: 3687.763916
	Iteration 66Q: 3 clusters Score -9789843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9789843.000000 Penalty: 3687.763916
	Iteration 67F: 3 clusters Score -9789843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Entering Unmasked Estep 
Score: -397203.812500 Penalty: 1335.289917
	Iteration 0F: 2 clusters Score -397203.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -394063.000000 Penalty: 2670.579834
	Iteration 0F: 3 clusters Score -394063 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -395094.843750 Penalty: 2670.579834
	Iteration 1F: 3 clusters Score -395094.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -395420.968750 Penalty: 2670.579834
	Iteration 2F: 3 clusters Score -395421 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -395651.843750 Penalty: 2670.579834
	Iteration 3F: 3 clusters Score -395651.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -395847.843750 Penalty: 2670.579834
	Iteration 4F: 3 clusters Score -395847.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -396051.406250 Penalty: 2670.579834
	Iteration 5F: 3 clusters Score -396051.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -396250.437500 Penalty: 2670.579834
	Iteration 6F: 3 clusters Score -396250.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -396448.718750 Penalty: 2670.579834
	Iteration 7F: 3 clusters Score -396448.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -396597.750000 Penalty: 2670.579834
	Iteration 8Q: 3 clusters Score -396597.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -396723.187500 Penalty: 2670.579834
	Iteration 9Q: 3 clusters Score -396723.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -396799.781250 Penalty: 2670.579834
	Iteration 10Q: 3 clusters Score -396799.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -396857.562500 Penalty: 2670.579834
	Iteration 11Q: 3 clusters Score -396857.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -396908.156250 Penalty: 2670.579834
	Iteration 12Q: 3 clusters Score -396908.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -396943.843750 Penalty: 2670.579834
	Iteration 13Q: 3 clusters Score -396943.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -396967.281250 Penalty: 2670.579834
	Iteration 14Q: 3 clusters Score -396967.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -396980.750000 Penalty: 2670.579834
	Iteration 15Q: 3 clusters Score -396980.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -396989.875000 Penalty: 2670.579834
	Iteration 16Q: 3 clusters Score -396989.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -396994.500000 Penalty: 2670.579834
	Iteration 17Q: 3 clusters Score -396994.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -397004.218750 Penalty: 2670.579834
	Iteration 18Q: 3 clusters Score -397004.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -397010.312500 Penalty: 2670.579834
	Iteration 19Q: 3 clusters Score -397010.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -397025.781250 Penalty: 2670.579834
	Iteration 20F: 3 clusters Score -397025.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -397044.875000 Penalty: 2670.579834
	Iteration 21Q: 3 clusters Score -397044.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -397067.562500 Penalty: 2670.579834
	Iteration 22Q: 3 clusters Score -397067.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -397088.906250 Penalty: 2670.579834
	Iteration 23Q: 3 clusters Score -397088.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -397098.718750 Penalty: 2670.579834
	Iteration 24Q: 3 clusters Score -397098.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -397102.812500 Penalty: 2670.579834
	Iteration 25Q: 3 clusters Score -397102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -397103.218750 Penalty: 2670.579834
	Iteration 26Q: 3 clusters Score -397103.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -397103.218750 Penalty: 2670.579834
	Iteration 27F: 3 clusters Score -397103.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -92898.117188 Penalty: 1107.363159
	Iteration 0F: 2 clusters Score -92898.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -91571.453125 Penalty: 2214.726318
	Iteration 0F: 3 clusters Score -91571.45 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -91841.445312 Penalty: 2214.726318
	Iteration 1F: 3 clusters Score -91841.45 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -91956.085938 Penalty: 2214.726318
	Iteration 2F: 3 clusters Score -91956.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -92047.437500 Penalty: 2214.726318
	Iteration 3F: 3 clusters Score -92047.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -92119.554688 Penalty: 2214.726318
	Iteration 4Q: 3 clusters Score -92119.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -92180.242188 Penalty: 2214.726318
	Iteration 5Q: 3 clusters Score -92180.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -92229.421875 Penalty: 2214.726318
	Iteration 6Q: 3 clusters Score -92229.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -92285.859375 Penalty: 2214.726318
	Iteration 7Q: 3 clusters Score -92285.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -92300.570312 Penalty: 2214.726318
	Iteration 8Q: 3 clusters Score -92300.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -92310.296875 Penalty: 2214.726318
	Iteration 9Q: 3 clusters Score -92310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -92315.382812 Penalty: 2214.726318
	Iteration 10Q: 3 clusters Score -92315.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -92316.812500 Penalty: 2214.726318
	Iteration 11Q: 3 clusters Score -92316.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -92319.593750 Penalty: 2214.726318
	Iteration 12Q: 3 clusters Score -92319.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -92323.984375 Penalty: 2214.726318
	Iteration 13Q: 3 clusters Score -92323.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -92329.234375 Penalty: 2214.726318
	Iteration 14Q: 3 clusters Score -92329.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -92335.945312 Penalty: 2214.726318
	Iteration 15Q: 3 clusters Score -92335.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -92340.406250 Penalty: 2214.726318
	Iteration 16Q: 3 clusters Score -92340.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -92341.304688 Penalty: 2214.726318
	Iteration 17Q: 3 clusters Score -92341.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -92342.531250 Penalty: 2214.726318
	Iteration 18Q: 3 clusters Score -92342.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -92343.156250 Penalty: 2214.726318
	Iteration 19Q: 3 clusters Score -92343.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -92343.156250 Penalty: 2214.726318
	Iteration 20F: 3 clusters Score -92343.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Entering Unmasked Estep 
Score: -5414317.500000 Penalty: 1748.866333
	Iteration 0F: 2 clusters Score -5414318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -5382621.500000 Penalty: 3497.732666
	Iteration 0F: 3 clusters Score -5382622 nChanged 22150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -5395344.000000 Penalty: 3497.732666
	Iteration 1F: 3 clusters Score -5395344 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -5396211.500000 Penalty: 3497.732666
	Iteration 2Q: 3 clusters Score -5396212 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -5397461.500000 Penalty: 3497.732666
	Iteration 3Q: 3 clusters Score -5397462 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -5399092.500000 Penalty: 3497.732666
	Iteration 4F: 3 clusters Score -5399092 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -5401199.000000 Penalty: 3497.732666
	Iteration 5F: 3 clusters Score -5401199 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -5403535.500000 Penalty: 3497.732666
	Iteration 6F: 3 clusters Score -5403536 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -5405876.500000 Penalty: 3497.732666
	Iteration 7F: 3 clusters Score -5405876 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -5407685.500000 Penalty: 3497.732666
	Iteration 8F: 3 clusters Score -5407686 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -5408866.500000 Penalty: 3497.732666
	Iteration 9Q: 3 clusters Score -5408866 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -5409538.500000 Penalty: 3497.732666
	Iteration 10Q: 3 clusters Score -5409538 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -5410004.000000 Penalty: 3497.732666
	Iteration 11Q: 3 clusters Score -5410004 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -5410350.500000 Penalty: 3497.732666
	Iteration 12Q: 3 clusters Score -5410350 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -5410615.000000 Penalty: 3497.732666
	Iteration 13Q: 3 clusters Score -5410615 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -5410906.500000 Penalty: 3497.732666
	Iteration 14Q: 3 clusters Score -5410906 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -5411121.500000 Penalty: 3497.732666
	Iteration 15Q: 3 clusters Score -5411122 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -5411329.500000 Penalty: 3497.732666
	Iteration 16Q: 3 clusters Score -5411330 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -5411482.000000 Penalty: 3497.732666
	Iteration 17Q: 3 clusters Score -5411482 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -5411608.500000 Penalty: 3497.732666
	Iteration 18Q: 3 clusters Score -5411608 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -5411711.000000 Penalty: 3497.732666
	Iteration 19Q: 3 clusters Score -5411711 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -5411821.500000 Penalty: 3497.732666
	Iteration 20F: 3 clusters Score -5411822 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -5411943.000000 Penalty: 3497.732666
	Iteration 21Q: 3 clusters Score -5411943 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -5412023.000000 Penalty: 3497.732666
	Iteration 22Q: 3 clusters Score -5412023 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -5412084.000000 Penalty: 3497.732666
	Iteration 23Q: 3 clusters Score -5412084 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -5412155.500000 Penalty: 3497.732666
	Iteration 24Q: 3 clusters Score -5412156 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -5412202.500000 Penalty: 3497.732666
	Iteration 25Q: 3 clusters Score -5412202 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -5412249.000000 Penalty: 3497.732666
	Iteration 26Q: 3 clusters Score -5412249 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -5412281.500000 Penalty: 3497.732666
	Iteration 27Q: 3 clusters Score -5412282 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -5412342.500000 Penalty: 3497.732666
	Iteration 28Q: 3 clusters Score -5412342 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5412358.000000 Penalty: 3497.732666
	Iteration 29Q: 3 clusters Score -5412358 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -5412406.500000 Penalty: 3497.732666
	Iteration 30Q: 3 clusters Score -5412406 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -5412450.000000 Penalty: 3497.732666
	Iteration 31Q: 3 clusters Score -5412450 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5412494.500000 Penalty: 3497.732666
	Iteration 32Q: 3 clusters Score -5412494 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -5412538.000000 Penalty: 3497.732666
	Iteration 33Q: 3 clusters Score -5412538 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -5412596.500000 Penalty: 3497.732666
	Iteration 34Q: 3 clusters Score -5412596 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -5412621.500000 Penalty: 3497.732666
	Iteration 35Q: 3 clusters Score -5412622 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5412654.500000 Penalty: 3497.732666
	Iteration 36Q: 3 clusters Score -5412654 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5412679.000000 Penalty: 3497.732666
	Iteration 37Q: 3 clusters Score -5412679 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5412711.500000 Penalty: 3497.732666
	Iteration 38Q: 3 clusters Score -5412712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5412720.000000 Penalty: 3497.732666
	Iteration 39Q: 3 clusters Score -5412720 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5412743.500000 Penalty: 3497.732666
	Iteration 40F: 3 clusters Score -5412744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5412740.500000 Penalty: 3497.732666
	Iteration 41Q: 3 clusters Score -5412740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5412750.000000 Penalty: 3497.732666
	Iteration 42Q: 3 clusters Score -5412750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5412759.000000 Penalty: 3497.732666
	Iteration 43Q: 3 clusters Score -5412759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5412768.500000 Penalty: 3497.732666
	Iteration 44Q: 3 clusters Score -5412768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -5412786.500000 Penalty: 3497.732666
	Iteration 45Q: 3 clusters Score -5412786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5412775.500000 Penalty: 3497.732666
	Iteration 46Q: 3 clusters Score -5412776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5412780.000000 Penalty: 3497.732666
	Iteration 47Q: 3 clusters Score -5412780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5412777.500000 Penalty: 3497.732666
	Iteration 48Q: 3 clusters Score -5412778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5412788.000000 Penalty: 3497.732666
	Iteration 49Q: 3 clusters Score -5412788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5412787.500000 Penalty: 3497.732666
	Iteration 50Q: 3 clusters Score -5412788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5412805.500000 Penalty: 3497.732666
	Iteration 51Q: 3 clusters Score -5412806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -5412800.500000 Penalty: 3497.732666
	Iteration 52Q: 3 clusters Score -5412800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5412799.500000 Penalty: 3497.732666
	Iteration 53Q: 3 clusters Score -5412800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5412814.000000 Penalty: 3497.732666
	Iteration 54Q: 3 clusters Score -5412814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5412813.500000 Penalty: 3497.732666
	Iteration 55Q: 3 clusters Score -5412814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5412809.500000 Penalty: 3497.732666
	Iteration 56Q: 3 clusters Score -5412810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5412812.500000 Penalty: 3497.732666
	Iteration 57Q: 3 clusters Score -5412812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5412825.000000 Penalty: 3497.732666
	Iteration 58Q: 3 clusters Score -5412825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5412824.500000 Penalty: 3497.732666
	Iteration 59Q: 3 clusters Score -5412824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5412824.500000 Penalty: 3497.732666
	Iteration 60F: 3 clusters Score -5412824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5412826.500000 Penalty: 3497.732666
	Iteration 61Q: 3 clusters Score -5412826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5412833.500000 Penalty: 3497.732666
	Iteration 62Q: 3 clusters Score -5412834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5412833.500000 Penalty: 3497.732666
	Iteration 63Q: 3 clusters Score -5412834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5412838.500000 Penalty: 3497.732666
	Iteration 64Q: 3 clusters Score -5412838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5412838.500000 Penalty: 3497.732666
	Iteration 65Q: 3 clusters Score -5412838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5412836.500000 Penalty: 3497.732666
	Iteration 66Q: 3 clusters Score -5412836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5412846.000000 Penalty: 3497.732666
	Iteration 67Q: 3 clusters Score -5412846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5412849.000000 Penalty: 3497.732666
	Iteration 68Q: 3 clusters Score -5412849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5412852.500000 Penalty: 3497.732666
	Iteration 69Q: 3 clusters Score -5412852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5412847.000000 Penalty: 3497.732666
	Iteration 70Q: 3 clusters Score -5412847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5412856.500000 Penalty: 3497.732666
	Iteration 71Q: 3 clusters Score -5412856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5412855.500000 Penalty: 3497.732666
	Iteration 72Q: 3 clusters Score -5412856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5412858.000000 Penalty: 3497.732666
	Iteration 73Q: 3 clusters Score -5412858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5412868.000000 Penalty: 3497.732666
	Iteration 74Q: 3 clusters Score -5412868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5412879.000000 Penalty: 3497.732666
	Iteration 75Q: 3 clusters Score -5412879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5412875.500000 Penalty: 3497.732666
	Iteration 76Q: 3 clusters Score -5412876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5412870.500000 Penalty: 3497.732666
	Iteration 77Q: 3 clusters Score -5412870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5412875.500000 Penalty: 3497.732666
	Iteration 78Q: 3 clusters Score -5412876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5412880.500000 Penalty: 3497.732666
	Iteration 79Q: 3 clusters Score -5412880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5412871.000000 Penalty: 3497.732666
	Iteration 80F: 3 clusters Score -5412871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5412876.000000 Penalty: 3497.732666
	Iteration 81Q: 3 clusters Score -5412876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5412880.000000 Penalty: 3497.732666
	Iteration 82Q: 3 clusters Score -5412880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5412877.500000 Penalty: 3497.732666
	Iteration 83Q: 3 clusters Score -5412878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5412870.500000 Penalty: 3497.732666
	Iteration 84Q: 3 clusters Score -5412870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5412873.000000 Penalty: 3497.732666
	Iteration 85Q: 3 clusters Score -5412873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5412874.000000 Penalty: 3497.732666
	Iteration 86Q: 3 clusters Score -5412874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5412875.500000 Penalty: 3497.732666
	Iteration 87Q: 3 clusters Score -5412876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5412879.500000 Penalty: 3497.732666
	Iteration 88Q: 3 clusters Score -5412880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5412878.500000 Penalty: 3497.732666
	Iteration 89Q: 3 clusters Score -5412878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5412883.500000 Penalty: 3497.732666
	Iteration 90Q: 3 clusters Score -5412884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5412881.000000 Penalty: 3497.732666
	Iteration 91Q: 3 clusters Score -5412881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5412883.000000 Penalty: 3497.732666
	Iteration 92Q: 3 clusters Score -5412883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5412883.500000 Penalty: 3497.732666
	Iteration 93Q: 3 clusters Score -5412884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5412881.500000 Penalty: 3497.732666
	Iteration 94Q: 3 clusters Score -5412882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5412883.500000 Penalty: 3497.732666
	Iteration 95Q: 3 clusters Score -5412884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5412883.500000 Penalty: 3497.732666
	Iteration 96F: 3 clusters Score -5412884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -41606.738281 Penalty: 983.464478
	Iteration 0F: 2 clusters Score -41606.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40698.414062 Penalty: 1966.928955
	Iteration 0F: 3 clusters Score -40698.41 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40974.070312 Penalty: 1966.928955
	Iteration 1F: 3 clusters Score -40974.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41076.343750 Penalty: 1966.928955
	Iteration 2F: 3 clusters Score -41076.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41128.425781 Penalty: 1966.928955
	Iteration 3Q: 3 clusters Score -41128.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41157.832031 Penalty: 1966.928955
	Iteration 4Q: 3 clusters Score -41157.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41178.613281 Penalty: 1966.928955
	Iteration 5Q: 3 clusters Score -41178.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41199.722656 Penalty: 1966.928955
	Iteration 6Q: 3 clusters Score -41199.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41221.011719 Penalty: 1966.928955
	Iteration 7Q: 3 clusters Score -41221.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41252.710938 Penalty: 1966.928955
	Iteration 8Q: 3 clusters Score -41252.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41262.187500 Penalty: 1966.928955
	Iteration 9Q: 3 clusters Score -41262.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41268.761719 Penalty: 1966.928955
	Iteration 10Q: 3 clusters Score -41268.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41276.453125 Penalty: 1966.928955
	Iteration 11Q: 3 clusters Score -41276.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41285.324219 Penalty: 1966.928955
	Iteration 12Q: 3 clusters Score -41285.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41291.488281 Penalty: 1966.928955
	Iteration 13Q: 3 clusters Score -41291.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41297.054688 Penalty: 1966.928955
	Iteration 14Q: 3 clusters Score -41297.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41298.507812 Penalty: 1966.928955
	Iteration 15Q: 3 clusters Score -41298.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41303.304688 Penalty: 1966.928955
	Iteration 16Q: 3 clusters Score -41303.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41303.304688 Penalty: 1966.928955
	Iteration 17F: 3 clusters Score -41303.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Entering Unmasked Estep 
Score: -767243.687500 Penalty: 1430.091919
	Iteration 0F: 2 clusters Score -767243.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -762250.875000 Penalty: 2860.183838
	Iteration 0F: 3 clusters Score -762250.9 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -763841.125000 Penalty: 2860.183838
	Iteration 1F: 3 clusters Score -763841.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -764187.687500 Penalty: 2860.183838
	Iteration 2F: 3 clusters Score -764187.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -764503.437500 Penalty: 2860.183838
	Iteration 3F: 3 clusters Score -764503.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -764818.875000 Penalty: 2860.183838
	Iteration 4F: 3 clusters Score -764818.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -765181.750000 Penalty: 2860.183838
	Iteration 5F: 3 clusters Score -765181.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -765562.375000 Penalty: 2860.183838
	Iteration 6F: 3 clusters Score -765562.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -765928.375000 Penalty: 2860.183838
	Iteration 7F: 3 clusters Score -765928.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -766213.750000 Penalty: 2860.183838
	Iteration 8Q: 3 clusters Score -766213.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -766331.375000 Penalty: 2860.183838
	Iteration 9Q: 3 clusters Score -766331.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -766373.750000 Penalty: 2860.183838
	Iteration 10Q: 3 clusters Score -766373.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -766398.437500 Penalty: 2860.183838
	Iteration 11Q: 3 clusters Score -766398.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -766405.750000 Penalty: 2860.183838
	Iteration 12Q: 3 clusters Score -766405.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -766411.750000 Penalty: 2860.183838
	Iteration 13Q: 3 clusters Score -766411.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -766414.500000 Penalty: 2860.183838
	Iteration 14Q: 3 clusters Score -766414.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -766416.312500 Penalty: 2860.183838
	Iteration 15Q: 3 clusters Score -766416.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -766417.937500 Penalty: 2860.183838
	Iteration 16Q: 3 clusters Score -766417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -766416.312500 Penalty: 2860.183838
	Iteration 17Q: 3 clusters Score -766416.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -766416.312500 Penalty: 2860.183838
	Iteration 18F: 3 clusters Score -766416.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (144911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144911 members 
Entering Unmasked Estep 
Score: -16382438.000000 Penalty: 1931.129639
	Iteration 0F: 2 clusters Score -1.638244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 72592 members 
Entering Unmasked Estep 
Score: -16286146.000000 Penalty: 3862.259277
	Iteration 0F: 3 clusters Score -1.628615e+07 nChanged 69910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 76808 members 
Entering Unmasked Estep 
Score: -16327419.000000 Penalty: 3862.259277
	Iteration 1F: 3 clusters Score -1.632742e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -16328713.000000 Penalty: 3862.259277
	Iteration 2Q: 3 clusters Score -1.632871e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -16330624.000000 Penalty: 3862.259277
	Iteration 3Q: 3 clusters Score -1.633062e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -16333619.000000 Penalty: 3862.259277
	Iteration 4Q: 3 clusters Score -1.633362e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 96775 members 
Entering Unmasked Estep 
Score: -16338746.000000 Penalty: 3862.259277
	Iteration 5F: 3 clusters Score -1.633875e+07 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 107611 members 
Entering Unmasked Estep 
Score: -16347132.000000 Penalty: 3862.259277
	Iteration 6F: 3 clusters Score -1.634713e+07 nChanged 12506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 120001 members 
Entering Unmasked Estep 
Score: -16358329.000000 Penalty: 3862.259277
	Iteration 7F: 3 clusters Score -1.635833e+07 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 130953 members 
Entering Unmasked Estep 
Score: -16369203.000000 Penalty: 3862.259277
	Iteration 8F: 3 clusters Score -1.63692e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 137732 members 
Entering Unmasked Estep 
Score: -16375942.000000 Penalty: 3862.259277
	Iteration 9Q: 3 clusters Score -1.637594e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 140712 members 
Entering Unmasked Estep 
Score: -16378727.000000 Penalty: 3862.259277
	Iteration 10Q: 3 clusters Score -1.637873e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 141991 members 
Entering Unmasked Estep 
Score: -16379790.000000 Penalty: 3862.259277
	Iteration 11Q: 3 clusters Score -1.637979e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 142617 members 
Entering Unmasked Estep 
Score: -16380263.000000 Penalty: 3862.259277
	Iteration 12Q: 3 clusters Score -1.638026e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 142991 members 
Entering Unmasked Estep 
Score: -16380511.000000 Penalty: 3862.259277
	Iteration 13Q: 3 clusters Score -1.638051e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 143239 members 
Entering Unmasked Estep 
Score: -16380674.000000 Penalty: 3862.259277
	Iteration 14Q: 3 clusters Score -1.638067e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 143442 members 
Entering Unmasked Estep 
Score: -16380806.000000 Penalty: 3862.259277
	Iteration 15Q: 3 clusters Score -1.638081e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 143574 members 
Entering Unmasked Estep 
Score: -16380855.000000 Penalty: 3862.259277
	Iteration 16Q: 3 clusters Score -1.638086e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 143673 members 
Entering Unmasked Estep 
Score: -16380855.000000 Penalty: 3862.259277
	Iteration 17Q: 3 clusters Score -1.638086e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 143758 members 
Entering Unmasked Estep 
Score: -16380890.000000 Penalty: 3862.259277
	Iteration 18Q: 3 clusters Score -1.638089e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 143815 members 
Entering Unmasked Estep 
Score: -16380914.000000 Penalty: 3862.259277
	Iteration 19Q: 3 clusters Score -1.638091e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 143858 members 
Entering Unmasked Estep 
Score: -16380942.000000 Penalty: 3862.259277
	Iteration 20F: 3 clusters Score -1.638094e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 143897 members 
Entering Unmasked Estep 
Score: -16380958.000000 Penalty: 3862.259277
	Iteration 21Q: 3 clusters Score -1.638096e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 143933 members 
Entering Unmasked Estep 
Score: -16380969.000000 Penalty: 3862.259277
	Iteration 22Q: 3 clusters Score -1.638097e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 143957 members 
Entering Unmasked Estep 
Score: -16380975.000000 Penalty: 3862.259277
	Iteration 23Q: 3 clusters Score -1.638098e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 143988 members 
Entering Unmasked Estep 
Score: -16380978.000000 Penalty: 3862.259277
	Iteration 24Q: 3 clusters Score -1.638098e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 144008 members 
Entering Unmasked Estep 
Score: -16380983.000000 Penalty: 3862.259277
	Iteration 25Q: 3 clusters Score -1.638098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 144028 members 
Entering Unmasked Estep 
Score: -16381001.000000 Penalty: 3862.259277
	Iteration 26Q: 3 clusters Score -1.6381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 144042 members 
Entering Unmasked Estep 
Score: -16380998.000000 Penalty: 3862.259277
	Iteration 27Q: 3 clusters Score -1.6381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 144054 members 
Entering Unmasked Estep 
Score: -16381017.000000 Penalty: 3862.259277
	Iteration 28Q: 3 clusters Score -1.638102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 144061 members 
Entering Unmasked Estep 
Score: -16381027.000000 Penalty: 3862.259277
	Iteration 29Q: 3 clusters Score -1.638103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 144076 members 
Entering Unmasked Estep 
Score: -16381032.000000 Penalty: 3862.259277
	Iteration 30Q: 3 clusters Score -1.638103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 144089 members 
Entering Unmasked Estep 
Score: -16381044.000000 Penalty: 3862.259277
	Iteration 31Q: 3 clusters Score -1.638104e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 144103 members 
Entering Unmasked Estep 
Score: -16381051.000000 Penalty: 3862.259277
	Iteration 32Q: 3 clusters Score -1.638105e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 144108 members 
Entering Unmasked Estep 
Score: -16381033.000000 Penalty: 3862.259277
	Iteration 33Q: 3 clusters Score -1.638103e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 144116 members 
Entering Unmasked Estep 
Score: -16381046.000000 Penalty: 3862.259277
	Iteration 34Q: 3 clusters Score -1.638105e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 144128 members 
Entering Unmasked Estep 
Score: -16381032.000000 Penalty: 3862.259277
	Iteration 35Q: 3 clusters Score -1.638103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 144132 members 
Entering Unmasked Estep 
Score: -16381026.000000 Penalty: 3862.259277
	Iteration 36Q: 3 clusters Score -1.638103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 144136 members 
Entering Unmasked Estep 
Score: -16381033.000000 Penalty: 3862.259277
	Iteration 37Q: 3 clusters Score -1.638103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 144141 members 
Entering Unmasked Estep 
Score: -16381050.000000 Penalty: 3862.259277
	Iteration 38Q: 3 clusters Score -1.638105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 144147 members 
Entering Unmasked Estep 
Score: -16381056.000000 Penalty: 3862.259277
	Iteration 39Q: 3 clusters Score -1.638106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 144149 members 
Entering Unmasked Estep 
Score: -16381065.000000 Penalty: 3862.259277
	Iteration 40F: 3 clusters Score -1.638106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 144154 members 
Entering Unmasked Estep 
Score: -16381075.000000 Penalty: 3862.259277
	Iteration 41Q: 3 clusters Score -1.638108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 144161 members 
Entering Unmasked Estep 
Score: -16381091.000000 Penalty: 3862.259277
	Iteration 42Q: 3 clusters Score -1.638109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 144172 members 
Entering Unmasked Estep 
Score: -16381077.000000 Penalty: 3862.259277
	Iteration 43Q: 3 clusters Score -1.638108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 144183 members 
Entering Unmasked Estep 
Score: -16381091.000000 Penalty: 3862.259277
	Iteration 44Q: 3 clusters Score -1.638109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 144190 members 
Entering Unmasked Estep 
Score: -16381083.000000 Penalty: 3862.259277
	Iteration 45Q: 3 clusters Score -1.638108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 144198 members 
Entering Unmasked Estep 
Score: -16381085.000000 Penalty: 3862.259277
	Iteration 46Q: 3 clusters Score -1.638108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 144203 members 
Entering Unmasked Estep 
Score: -16381089.000000 Penalty: 3862.259277
	Iteration 47Q: 3 clusters Score -1.638109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 144203 members 
Entering Unmasked Estep 
Score: -16381092.000000 Penalty: 3862.259277
	Iteration 48Q: 3 clusters Score -1.638109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 144205 members 
Entering Unmasked Estep 
Score: -16381100.000000 Penalty: 3862.259277
	Iteration 49Q: 3 clusters Score -1.63811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 144207 members 
Entering Unmasked Estep 
Score: -16381100.000000 Penalty: 3862.259277
	Iteration 50Q: 3 clusters Score -1.63811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 144208 members 
Entering Unmasked Estep 
Score: -16381094.000000 Penalty: 3862.259277
	Iteration 51Q: 3 clusters Score -1.638109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 144209 members 
Entering Unmasked Estep 
Score: -16381095.000000 Penalty: 3862.259277
	Iteration 52Q: 3 clusters Score -1.63811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 144211 members 
Entering Unmasked Estep 
Score: -16381104.000000 Penalty: 3862.259277
	Iteration 53Q: 3 clusters Score -1.63811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 144212 members 
Entering Unmasked Estep 
Score: -16381094.000000 Penalty: 3862.259277
	Iteration 54Q: 3 clusters Score -1.638109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 144212 members 
Entering Unmasked Estep 
Score: -16381091.000000 Penalty: 3862.259277
	Iteration 55Q: 3 clusters Score -1.638109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 144213 members 
Entering Unmasked Estep 
Score: -16381091.000000 Penalty: 3862.259277
	Iteration 56Q: 3 clusters Score -1.638109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 144213 members 
Entering Unmasked Estep 
Score: -16381091.000000 Penalty: 3862.259277
	Iteration 57F: 3 clusters Score -1.638109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Entering Unmasked Estep 
Score: -433618.718750 Penalty: 1338.805176
	Iteration 0F: 2 clusters Score -433618.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -430399.468750 Penalty: 2677.610352
	Iteration 0F: 3 clusters Score -430399.5 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -431237.218750 Penalty: 2677.610352
	Iteration 1F: 3 clusters Score -431237.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -431371.531250 Penalty: 2677.610352
	Iteration 2F: 3 clusters Score -431371.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -431447.750000 Penalty: 2677.610352
	Iteration 3Q: 3 clusters Score -431447.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -431499.250000 Penalty: 2677.610352
	Iteration 4Q: 3 clusters Score -431499.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -431538.125000 Penalty: 2677.610352
	Iteration 5Q: 3 clusters Score -431538.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -431564.125000 Penalty: 2677.610352
	Iteration 6Q: 3 clusters Score -431564.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -431588.187500 Penalty: 2677.610352
	Iteration 7Q: 3 clusters Score -431588.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -431614.312500 Penalty: 2677.610352
	Iteration 8Q: 3 clusters Score -431614.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -431632.437500 Penalty: 2677.610352
	Iteration 9Q: 3 clusters Score -431632.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -431653.593750 Penalty: 2677.610352
	Iteration 10Q: 3 clusters Score -431653.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -431681.312500 Penalty: 2677.610352
	Iteration 11Q: 3 clusters Score -431681.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -431719.187500 Penalty: 2677.610352
	Iteration 12Q: 3 clusters Score -431719.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -431753.656250 Penalty: 2677.610352
	Iteration 13Q: 3 clusters Score -431753.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -431782.500000 Penalty: 2677.610352
	Iteration 14Q: 3 clusters Score -431782.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -431820.718750 Penalty: 2677.610352
	Iteration 15Q: 3 clusters Score -431820.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -431872.656250 Penalty: 2677.610352
	Iteration 16Q: 3 clusters Score -431872.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -431923.500000 Penalty: 2677.610352
	Iteration 17Q: 3 clusters Score -431923.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -431979.156250 Penalty: 2677.610352
	Iteration 18Q: 3 clusters Score -431979.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -432034.593750 Penalty: 2677.610352
	Iteration 19Q: 3 clusters Score -432034.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -432094.906250 Penalty: 2677.610352
	Iteration 20F: 3 clusters Score -432094.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -432143.343750 Penalty: 2677.610352
	Iteration 21Q: 3 clusters Score -432143.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -432184.656250 Penalty: 2677.610352
	Iteration 22Q: 3 clusters Score -432184.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -432212.843750 Penalty: 2677.610352
	Iteration 23Q: 3 clusters Score -432212.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -432240.593750 Penalty: 2677.610352
	Iteration 24Q: 3 clusters Score -432240.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -432266.625000 Penalty: 2677.610352
	Iteration 25Q: 3 clusters Score -432266.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -432287.406250 Penalty: 2677.610352
	Iteration 26Q: 3 clusters Score -432287.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -432308.500000 Penalty: 2677.610352
	Iteration 27Q: 3 clusters Score -432308.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -432326.531250 Penalty: 2677.610352
	Iteration 28Q: 3 clusters Score -432326.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -432345.156250 Penalty: 2677.610352
	Iteration 29Q: 3 clusters Score -432345.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -432366.250000 Penalty: 2677.610352
	Iteration 30Q: 3 clusters Score -432366.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -432386.968750 Penalty: 2677.610352
	Iteration 31Q: 3 clusters Score -432387 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -432413.343750 Penalty: 2677.610352
	Iteration 32Q: 3 clusters Score -432413.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -432435.687500 Penalty: 2677.610352
	Iteration 33Q: 3 clusters Score -432435.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -432456.875000 Penalty: 2677.610352
	Iteration 34Q: 3 clusters Score -432456.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -432471.125000 Penalty: 2677.610352
	Iteration 35Q: 3 clusters Score -432471.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -432486.875000 Penalty: 2677.610352
	Iteration 36Q: 3 clusters Score -432486.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -432497.843750 Penalty: 2677.610352
	Iteration 37Q: 3 clusters Score -432497.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -432508.218750 Penalty: 2677.610352
	Iteration 38Q: 3 clusters Score -432508.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -432522.437500 Penalty: 2677.610352
	Iteration 39Q: 3 clusters Score -432522.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -432536.812500 Penalty: 2677.610352
	Iteration 40F: 3 clusters Score -432536.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -432547.781250 Penalty: 2677.610352
	Iteration 41Q: 3 clusters Score -432547.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -432562.000000 Penalty: 2677.610352
	Iteration 42Q: 3 clusters Score -432562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -432570.906250 Penalty: 2677.610352
	Iteration 43Q: 3 clusters Score -432570.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -432579.375000 Penalty: 2677.610352
	Iteration 44Q: 3 clusters Score -432579.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -432589.937500 Penalty: 2677.610352
	Iteration 45Q: 3 clusters Score -432589.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -432597.531250 Penalty: 2677.610352
	Iteration 46Q: 3 clusters Score -432597.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -432601.156250 Penalty: 2677.610352
	Iteration 47Q: 3 clusters Score -432601.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -432604.593750 Penalty: 2677.610352
	Iteration 48Q: 3 clusters Score -432604.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -432609.625000 Penalty: 2677.610352
	Iteration 49Q: 3 clusters Score -432609.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -432610.687500 Penalty: 2677.610352
	Iteration 50Q: 3 clusters Score -432610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -432612.125000 Penalty: 2677.610352
	Iteration 51Q: 3 clusters Score -432612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -432612.968750 Penalty: 2677.610352
	Iteration 52Q: 3 clusters Score -432613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -432615.531250 Penalty: 2677.610352
	Iteration 53Q: 3 clusters Score -432615.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -432617.437500 Penalty: 2677.610352
	Iteration 54Q: 3 clusters Score -432617.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -432618.718750 Penalty: 2677.610352
	Iteration 55Q: 3 clusters Score -432618.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -432619.843750 Penalty: 2677.610352
	Iteration 56Q: 3 clusters Score -432619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -432621.093750 Penalty: 2677.610352
	Iteration 57Q: 3 clusters Score -432621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -432621.718750 Penalty: 2677.610352
	Iteration 58Q: 3 clusters Score -432621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -432621.718750 Penalty: 2677.610352
	Iteration 59F: 3 clusters Score -432621.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (100895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100895 members 
Entering Unmasked Estep 
Score: -11746610.000000 Penalty: 1872.298218
	Iteration 0F: 2 clusters Score -1.174661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -11683352.000000 Penalty: 3744.596436
	Iteration 0F: 3 clusters Score -1.168335e+07 nChanged 48262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -11710883.000000 Penalty: 3744.596436
	Iteration 1F: 3 clusters Score -1.171088e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -11711324.000000 Penalty: 3744.596436
	Iteration 2Q: 3 clusters Score -1.171132e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -11711911.000000 Penalty: 3744.596436
	Iteration 3Q: 3 clusters Score -1.171191e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -11712403.000000 Penalty: 3744.596436
	Iteration 4Q: 3 clusters Score -1.17124e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -11713328.000000 Penalty: 3744.596436
	Iteration 5Q: 3 clusters Score -1.171333e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -11714724.000000 Penalty: 3744.596436
	Iteration 6Q: 3 clusters Score -1.171472e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -11717158.000000 Penalty: 3744.596436
	Iteration 7F: 3 clusters Score -1.171716e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -11721215.000000 Penalty: 3744.596436
	Iteration 8F: 3 clusters Score -1.172122e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78455 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -11726240.000000 Penalty: 3744.596436
	Iteration 9F: 3 clusters Score -1.172624e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -11732368.000000 Penalty: 3744.596436
	Iteration 10F: 3 clusters Score -1.173237e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92531 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -11738052.000000 Penalty: 3744.596436
	Iteration 11F: 3 clusters Score -1.173805e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97064 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -11741867.000000 Penalty: 3744.596436
	Iteration 12Q: 3 clusters Score -1.174187e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99360 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11743721.000000 Penalty: 3744.596436
	Iteration 13Q: 3 clusters Score -1.174372e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100252 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -11744411.000000 Penalty: 3744.596436
	Iteration 14Q: 3 clusters Score -1.174441e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100569 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11744697.000000 Penalty: 3744.596436
	Iteration 15Q: 3 clusters Score -1.17447e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100654 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11744812.000000 Penalty: 3744.596436
	Iteration 16Q: 3 clusters Score -1.174481e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100693 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11744867.000000 Penalty: 3744.596436
	Iteration 17Q: 3 clusters Score -1.174487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100706 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11744877.000000 Penalty: 3744.596436
	Iteration 18Q: 3 clusters Score -1.174488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100712 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11744905.000000 Penalty: 3744.596436
	Iteration 19Q: 3 clusters Score -1.17449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100716 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11744919.000000 Penalty: 3744.596436
	Iteration 20F: 3 clusters Score -1.174492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100719 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11744915.000000 Penalty: 3744.596436
	Iteration 21Q: 3 clusters Score -1.174492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11744922.000000 Penalty: 3744.596436
	Iteration 22Q: 3 clusters Score -1.174492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11744922.000000 Penalty: 3744.596436
	Iteration 23F: 3 clusters Score -1.174492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Entering Unmasked Estep 
Score: -5349659.500000 Penalty: 1744.420532
	Iteration 0F: 2 clusters Score -5349660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -5318776.500000 Penalty: 3488.841064
	Iteration 0F: 3 clusters Score -5318776 nChanged 21443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -5330909.500000 Penalty: 3488.841064
	Iteration 1F: 3 clusters Score -5330910 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -5331482.500000 Penalty: 3488.841064
	Iteration 2Q: 3 clusters Score -5331482 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -5332327.000000 Penalty: 3488.841064
	Iteration 3Q: 3 clusters Score -5332327 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -5333551.500000 Penalty: 3488.841064
	Iteration 4F: 3 clusters Score -5333552 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -5335567.500000 Penalty: 3488.841064
	Iteration 5F: 3 clusters Score -5335568 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -5338521.500000 Penalty: 3488.841064
	Iteration 6F: 3 clusters Score -5338522 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -5342197.500000 Penalty: 3488.841064
	Iteration 7F: 3 clusters Score -5342198 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5345426.000000 Penalty: 3488.841064
	Iteration 8F: 3 clusters Score -5345426 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5347136.500000 Penalty: 3488.841064
	Iteration 9Q: 3 clusters Score -5347136 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5347757.500000 Penalty: 3488.841064
	Iteration 10Q: 3 clusters Score -5347758 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5347960.500000 Penalty: 3488.841064
	Iteration 11Q: 3 clusters Score -5347960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5348058.000000 Penalty: 3488.841064
	Iteration 12Q: 3 clusters Score -5348058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5348094.500000 Penalty: 3488.841064
	Iteration 13Q: 3 clusters Score -5348094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5348105.500000 Penalty: 3488.841064
	Iteration 14Q: 3 clusters Score -5348106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5348112.000000 Penalty: 3488.841064
	Iteration 15Q: 3 clusters Score -5348112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5348118.500000 Penalty: 3488.841064
	Iteration 16Q: 3 clusters Score -5348118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5348121.500000 Penalty: 3488.841064
	Iteration 17Q: 3 clusters Score -5348122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5348121.500000 Penalty: 3488.841064
	Iteration 18F: 3 clusters Score -5348122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Entering Unmasked Estep 
Score: -1201276.750000 Penalty: 1505.134033
	Iteration 0F: 2 clusters Score -1201277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1193793.500000 Penalty: 3010.268066
	Iteration 0F: 3 clusters Score -1193794 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1196352.250000 Penalty: 3010.268066
	Iteration 1F: 3 clusters Score -1196352 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1196814.625000 Penalty: 3010.268066
	Iteration 2F: 3 clusters Score -1196815 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1197347.375000 Penalty: 3010.268066
	Iteration 3F: 3 clusters Score -1197347 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1197913.875000 Penalty: 3010.268066
	Iteration 4F: 3 clusters Score -1197914 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1198449.000000 Penalty: 3010.268066
	Iteration 5F: 3 clusters Score -1198449 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1198884.875000 Penalty: 3010.268066
	Iteration 6F: 3 clusters Score -1198885 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1199217.750000 Penalty: 3010.268066
	Iteration 7Q: 3 clusters Score -1199218 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1199488.875000 Penalty: 3010.268066
	Iteration 8Q: 3 clusters Score -1199489 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1199676.750000 Penalty: 3010.268066
	Iteration 9Q: 3 clusters Score -1199677 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1199815.625000 Penalty: 3010.268066
	Iteration 10Q: 3 clusters Score -1199816 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1199905.500000 Penalty: 3010.268066
	Iteration 11Q: 3 clusters Score -1199906 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1199956.500000 Penalty: 3010.268066
	Iteration 12Q: 3 clusters Score -1199956 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1199988.625000 Penalty: 3010.268066
	Iteration 13Q: 3 clusters Score -1199989 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1200015.000000 Penalty: 3010.268066
	Iteration 14Q: 3 clusters Score -1200015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1200033.000000 Penalty: 3010.268066
	Iteration 15Q: 3 clusters Score -1200033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1200051.250000 Penalty: 3010.268066
	Iteration 16Q: 3 clusters Score -1200051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1200066.625000 Penalty: 3010.268066
	Iteration 17Q: 3 clusters Score -1200067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1200076.625000 Penalty: 3010.268066
	Iteration 18Q: 3 clusters Score -1200077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1200084.625000 Penalty: 3010.268066
	Iteration 19Q: 3 clusters Score -1200085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1200093.125000 Penalty: 3010.268066
	Iteration 20F: 3 clusters Score -1200093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1200100.000000 Penalty: 3010.268066
	Iteration 21Q: 3 clusters Score -1200100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1200102.625000 Penalty: 3010.268066
	Iteration 22Q: 3 clusters Score -1200103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1200104.875000 Penalty: 3010.268066
	Iteration 23Q: 3 clusters Score -1200105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1200106.750000 Penalty: 3010.268066
	Iteration 24Q: 3 clusters Score -1200107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1200111.500000 Penalty: 3010.268066
	Iteration 25Q: 3 clusters Score -1200112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1200114.125000 Penalty: 3010.268066
	Iteration 26Q: 3 clusters Score -1200114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1200115.250000 Penalty: 3010.268066
	Iteration 27Q: 3 clusters Score -1200115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1200116.125000 Penalty: 3010.268066
	Iteration 28Q: 3 clusters Score -1200116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1200117.625000 Penalty: 3010.268066
	Iteration 29Q: 3 clusters Score -1200118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1200118.500000 Penalty: 3010.268066
	Iteration 30Q: 3 clusters Score -1200118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1200121.000000 Penalty: 3010.268066
	Iteration 31Q: 3 clusters Score -1200121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1200121.250000 Penalty: 3010.268066
	Iteration 32Q: 3 clusters Score -1200121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1200121.000000 Penalty: 3010.268066
	Iteration 33Q: 3 clusters Score -1200121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1200122.625000 Penalty: 3010.268066
	Iteration 34Q: 3 clusters Score -1200123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1200122.625000 Penalty: 3010.268066
	Iteration 35F: 3 clusters Score -1200123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Entering Unmasked Estep 
Score: -4514302.500000 Penalty: 1716.605225
	Iteration 0F: 2 clusters Score -4514302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -4488639.500000 Penalty: 3433.210449
	Iteration 0F: 3 clusters Score -4488640 nChanged 17894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -4498331.500000 Penalty: 3433.210449
	Iteration 1F: 3 clusters Score -4498332 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -4498896.000000 Penalty: 3433.210449
	Iteration 2Q: 3 clusters Score -4498896 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -4499675.500000 Penalty: 3433.210449
	Iteration 3Q: 3 clusters Score -4499676 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -4500904.500000 Penalty: 3433.210449
	Iteration 4F: 3 clusters Score -4500904 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -4502996.500000 Penalty: 3433.210449
	Iteration 5F: 3 clusters Score -4502996 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -4506041.500000 Penalty: 3433.210449
	Iteration 6F: 3 clusters Score -4506042 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -4509231.000000 Penalty: 3433.210449
	Iteration 7F: 3 clusters Score -4509231 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -4511325.500000 Penalty: 3433.210449
	Iteration 8F: 3 clusters Score -4511326 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -4512217.000000 Penalty: 3433.210449
	Iteration 9Q: 3 clusters Score -4512217 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -4512539.500000 Penalty: 3433.210449
	Iteration 10Q: 3 clusters Score -4512540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -4512664.500000 Penalty: 3433.210449
	Iteration 11Q: 3 clusters Score -4512664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -4512713.500000 Penalty: 3433.210449
	Iteration 12Q: 3 clusters Score -4512714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -4512742.500000 Penalty: 3433.210449
	Iteration 13Q: 3 clusters Score -4512742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -4512765.000000 Penalty: 3433.210449
	Iteration 14Q: 3 clusters Score -4512765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -4512779.500000 Penalty: 3433.210449
	Iteration 15Q: 3 clusters Score -4512780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -4512786.500000 Penalty: 3433.210449
	Iteration 16Q: 3 clusters Score -4512786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -4512788.500000 Penalty: 3433.210449
	Iteration 17Q: 3 clusters Score -4512788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -4512795.000000 Penalty: 3433.210449
	Iteration 18Q: 3 clusters Score -4512795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -4512793.000000 Penalty: 3433.210449
	Iteration 19Q: 3 clusters Score -4512793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -4512798.500000 Penalty: 3433.210449
	Iteration 20F: 3 clusters Score -4512798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -4512801.500000 Penalty: 3433.210449
	Iteration 21Q: 3 clusters Score -4512802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -4512804.000000 Penalty: 3433.210449
	Iteration 22Q: 3 clusters Score -4512804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -4512802.000000 Penalty: 3433.210449
	Iteration 23Q: 3 clusters Score -4512802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -4512803.000000 Penalty: 3433.210449
	Iteration 24Q: 3 clusters Score -4512803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -4512803.000000 Penalty: 3433.210449
	Iteration 25Q: 3 clusters Score -4512803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -4512803.000000 Penalty: 3433.210449
	Iteration 26F: 3 clusters Score -4512803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Entering Unmasked Estep 
Score: -1453013.875000 Penalty: 1533.732178
	Iteration 0F: 2 clusters Score -1453014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1444246.250000 Penalty: 3067.464355
	Iteration 0F: 3 clusters Score -1444246 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1447234.750000 Penalty: 3067.464355
	Iteration 1F: 3 clusters Score -1447235 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1447559.500000 Penalty: 3067.464355
	Iteration 2F: 3 clusters Score -1447560 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1447897.750000 Penalty: 3067.464355
	Iteration 3F: 3 clusters Score -1447898 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1448252.625000 Penalty: 3067.464355
	Iteration 4F: 3 clusters Score -1448253 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1448659.500000 Penalty: 3067.464355
	Iteration 5F: 3 clusters Score -1448660 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1449059.875000 Penalty: 3067.464355
	Iteration 6F: 3 clusters Score -1449060 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1449437.000000 Penalty: 3067.464355
	Iteration 7Q: 3 clusters Score -1449437 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1449820.000000 Penalty: 3067.464355
	Iteration 8Q: 3 clusters Score -1449820 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1450161.875000 Penalty: 3067.464355
	Iteration 9Q: 3 clusters Score -1450162 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1450432.000000 Penalty: 3067.464355
	Iteration 10Q: 3 clusters Score -1450432 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1450613.875000 Penalty: 3067.464355
	Iteration 11Q: 3 clusters Score -1450614 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1450753.000000 Penalty: 3067.464355
	Iteration 12Q: 3 clusters Score -1450753 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1450831.625000 Penalty: 3067.464355
	Iteration 13Q: 3 clusters Score -1450832 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1450884.625000 Penalty: 3067.464355
	Iteration 14Q: 3 clusters Score -1450885 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1450924.250000 Penalty: 3067.464355
	Iteration 15Q: 3 clusters Score -1450924 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1450962.500000 Penalty: 3067.464355
	Iteration 16Q: 3 clusters Score -1450962 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1450991.500000 Penalty: 3067.464355
	Iteration 17Q: 3 clusters Score -1450992 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1451024.000000 Penalty: 3067.464355
	Iteration 18Q: 3 clusters Score -1451024 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1451049.375000 Penalty: 3067.464355
	Iteration 19Q: 3 clusters Score -1451049 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1451075.750000 Penalty: 3067.464355
	Iteration 20F: 3 clusters Score -1451076 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1451091.875000 Penalty: 3067.464355
	Iteration 21Q: 3 clusters Score -1451092 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1451117.375000 Penalty: 3067.464355
	Iteration 22Q: 3 clusters Score -1451117 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1451138.500000 Penalty: 3067.464355
	Iteration 23Q: 3 clusters Score -1451138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1451169.750000 Penalty: 3067.464355
	Iteration 24Q: 3 clusters Score -1451170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1451187.875000 Penalty: 3067.464355
	Iteration 25Q: 3 clusters Score -1451188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1451209.000000 Penalty: 3067.464355
	Iteration 26Q: 3 clusters Score -1451209 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1451224.875000 Penalty: 3067.464355
	Iteration 27Q: 3 clusters Score -1451225 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1451236.250000 Penalty: 3067.464355
	Iteration 28Q: 3 clusters Score -1451236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1451250.750000 Penalty: 3067.464355
	Iteration 29Q: 3 clusters Score -1451251 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1451262.875000 Penalty: 3067.464355
	Iteration 30Q: 3 clusters Score -1451263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1451273.500000 Penalty: 3067.464355
	Iteration 31Q: 3 clusters Score -1451274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1451284.375000 Penalty: 3067.464355
	Iteration 32Q: 3 clusters Score -1451284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1451293.250000 Penalty: 3067.464355
	Iteration 33Q: 3 clusters Score -1451293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1451304.125000 Penalty: 3067.464355
	Iteration 34Q: 3 clusters Score -1451304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1451314.625000 Penalty: 3067.464355
	Iteration 35Q: 3 clusters Score -1451315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1451322.250000 Penalty: 3067.464355
	Iteration 36Q: 3 clusters Score -1451322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1451329.000000 Penalty: 3067.464355
	Iteration 37Q: 3 clusters Score -1451329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1451338.375000 Penalty: 3067.464355
	Iteration 38Q: 3 clusters Score -1451338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1451343.875000 Penalty: 3067.464355
	Iteration 39Q: 3 clusters Score -1451344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1451354.375000 Penalty: 3067.464355
	Iteration 40F: 3 clusters Score -1451354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1451361.625000 Penalty: 3067.464355
	Iteration 41Q: 3 clusters Score -1451362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1451367.750000 Penalty: 3067.464355
	Iteration 42Q: 3 clusters Score -1451368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1451377.500000 Penalty: 3067.464355
	Iteration 43Q: 3 clusters Score -1451378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1451393.750000 Penalty: 3067.464355
	Iteration 44Q: 3 clusters Score -1451394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1451406.250000 Penalty: 3067.464355
	Iteration 45Q: 3 clusters Score -1451406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1451415.750000 Penalty: 3067.464355
	Iteration 46Q: 3 clusters Score -1451416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1451426.750000 Penalty: 3067.464355
	Iteration 47Q: 3 clusters Score -1451427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1451448.875000 Penalty: 3067.464355
	Iteration 48Q: 3 clusters Score -1451449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1451457.625000 Penalty: 3067.464355
	Iteration 49Q: 3 clusters Score -1451458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1451470.375000 Penalty: 3067.464355
	Iteration 50Q: 3 clusters Score -1451470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1451481.500000 Penalty: 3067.464355
	Iteration 51Q: 3 clusters Score -1451482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1451493.750000 Penalty: 3067.464355
	Iteration 52Q: 3 clusters Score -1451494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1451514.250000 Penalty: 3067.464355
	Iteration 53Q: 3 clusters Score -1451514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1451528.625000 Penalty: 3067.464355
	Iteration 54Q: 3 clusters Score -1451529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1451537.000000 Penalty: 3067.464355
	Iteration 55Q: 3 clusters Score -1451537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1451554.250000 Penalty: 3067.464355
	Iteration 56Q: 3 clusters Score -1451554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1451571.250000 Penalty: 3067.464355
	Iteration 57Q: 3 clusters Score -1451571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1451582.125000 Penalty: 3067.464355
	Iteration 58Q: 3 clusters Score -1451582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1451598.375000 Penalty: 3067.464355
	Iteration 59Q: 3 clusters Score -1451598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1451608.875000 Penalty: 3067.464355
	Iteration 60F: 3 clusters Score -1451609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1451614.625000 Penalty: 3067.464355
	Iteration 61Q: 3 clusters Score -1451615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1451622.500000 Penalty: 3067.464355
	Iteration 62Q: 3 clusters Score -1451622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1451624.625000 Penalty: 3067.464355
	Iteration 63Q: 3 clusters Score -1451625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1451629.125000 Penalty: 3067.464355
	Iteration 64Q: 3 clusters Score -1451629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1451639.000000 Penalty: 3067.464355
	Iteration 65Q: 3 clusters Score -1451639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1451641.125000 Penalty: 3067.464355
	Iteration 66Q: 3 clusters Score -1451641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1451650.125000 Penalty: 3067.464355
	Iteration 67Q: 3 clusters Score -1451650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1451657.250000 Penalty: 3067.464355
	Iteration 68Q: 3 clusters Score -1451657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1451660.750000 Penalty: 3067.464355
	Iteration 69Q: 3 clusters Score -1451661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1451669.875000 Penalty: 3067.464355
	Iteration 70Q: 3 clusters Score -1451670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1451674.875000 Penalty: 3067.464355
	Iteration 71Q: 3 clusters Score -1451675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1451680.500000 Penalty: 3067.464355
	Iteration 72Q: 3 clusters Score -1451680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1451695.625000 Penalty: 3067.464355
	Iteration 73Q: 3 clusters Score -1451696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1451707.375000 Penalty: 3067.464355
	Iteration 74Q: 3 clusters Score -1451707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1451719.500000 Penalty: 3067.464355
	Iteration 75Q: 3 clusters Score -1451720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1451725.500000 Penalty: 3067.464355
	Iteration 76Q: 3 clusters Score -1451726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1451739.500000 Penalty: 3067.464355
	Iteration 77Q: 3 clusters Score -1451740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1451749.875000 Penalty: 3067.464355
	Iteration 78Q: 3 clusters Score -1451750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1451763.000000 Penalty: 3067.464355
	Iteration 79Q: 3 clusters Score -1451763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1451769.875000 Penalty: 3067.464355
	Iteration 80F: 3 clusters Score -1451770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1451780.375000 Penalty: 3067.464355
	Iteration 81Q: 3 clusters Score -1451780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1451788.750000 Penalty: 3067.464355
	Iteration 82Q: 3 clusters Score -1451789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1451793.500000 Penalty: 3067.464355
	Iteration 83Q: 3 clusters Score -1451794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1451795.375000 Penalty: 3067.464355
	Iteration 84Q: 3 clusters Score -1451795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1451801.500000 Penalty: 3067.464355
	Iteration 85Q: 3 clusters Score -1451802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1451805.875000 Penalty: 3067.464355
	Iteration 86Q: 3 clusters Score -1451806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1451805.625000 Penalty: 3067.464355
	Iteration 87Q: 3 clusters Score -1451806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1451808.375000 Penalty: 3067.464355
	Iteration 88Q: 3 clusters Score -1451808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1451810.625000 Penalty: 3067.464355
	Iteration 89Q: 3 clusters Score -1451811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1451808.500000 Penalty: 3067.464355
	Iteration 90Q: 3 clusters Score -1451808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1451808.500000 Penalty: 3067.464355
	Iteration 91F: 3 clusters Score -1451808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (145281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145281 members 
Entering Unmasked Estep 
Score: -16485690.000000 Penalty: 1931.544067
	Iteration 0F: 2 clusters Score -1.648569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
Score: -16390194.000000 Penalty: 3863.088135
	Iteration 0F: 3 clusters Score -1.639019e+07 nChanged 70083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77051 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -16431827.000000 Penalty: 3863.088135
	Iteration 1F: 3 clusters Score -1.643183e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -16433292.000000 Penalty: 3863.088135
	Iteration 2Q: 3 clusters Score -1.643329e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83896 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -16435556.000000 Penalty: 3863.088135
	Iteration 3Q: 3 clusters Score -1.643556e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90097 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -16439669.000000 Penalty: 3863.088135
	Iteration 4Q: 3 clusters Score -1.643967e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98111 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -16446215.000000 Penalty: 3863.088135
	Iteration 5F: 3 clusters Score -1.644622e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106967 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -16454616.000000 Penalty: 3863.088135
	Iteration 6F: 3 clusters Score -1.645462e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114700 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -16462779.000000 Penalty: 3863.088135
	Iteration 7F: 3 clusters Score -1.646278e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120074 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -16468503.000000 Penalty: 3863.088135
	Iteration 8Q: 3 clusters Score -1.64685e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123564 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -16471921.000000 Penalty: 3863.088135
	Iteration 9Q: 3 clusters Score -1.647192e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126169 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -16473686.000000 Penalty: 3863.088135
	Iteration 10Q: 3 clusters Score -1.647369e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128368 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -16475080.000000 Penalty: 3863.088135
	Iteration 11Q: 3 clusters Score -1.647508e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130447 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -16476200.000000 Penalty: 3863.088135
	Iteration 12Q: 3 clusters Score -1.64762e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132362 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -16477191.000000 Penalty: 3863.088135
	Iteration 13Q: 3 clusters Score -1.647719e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134075 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -16478139.000000 Penalty: 3863.088135
	Iteration 14Q: 3 clusters Score -1.647814e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135684 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -16478897.000000 Penalty: 3863.088135
	Iteration 15Q: 3 clusters Score -1.64789e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137089 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -16479645.000000 Penalty: 3863.088135
	Iteration 16Q: 3 clusters Score -1.647964e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138345 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -16480284.000000 Penalty: 3863.088135
	Iteration 17Q: 3 clusters Score -1.648028e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139404 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -16480891.000000 Penalty: 3863.088135
	Iteration 18Q: 3 clusters Score -1.648089e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140335 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -16481367.000000 Penalty: 3863.088135
	Iteration 19Q: 3 clusters Score -1.648137e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141124 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -16481845.000000 Penalty: 3863.088135
	Iteration 20F: 3 clusters Score -1.648184e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141800 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -16482215.000000 Penalty: 3863.088135
	Iteration 21Q: 3 clusters Score -1.648222e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142375 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -16482545.000000 Penalty: 3863.088135
	Iteration 22Q: 3 clusters Score -1.648254e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142836 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -16482798.000000 Penalty: 3863.088135
	Iteration 23Q: 3 clusters Score -1.64828e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143195 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -16482968.000000 Penalty: 3863.088135
	Iteration 24Q: 3 clusters Score -1.648297e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143505 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -16483141.000000 Penalty: 3863.088135
	Iteration 25Q: 3 clusters Score -1.648314e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143758 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -16483315.000000 Penalty: 3863.088135
	Iteration 26Q: 3 clusters Score -1.648332e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143942 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -16483435.000000 Penalty: 3863.088135
	Iteration 27Q: 3 clusters Score -1.648344e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144084 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -16483552.000000 Penalty: 3863.088135
	Iteration 28Q: 3 clusters Score -1.648355e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144200 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -16483607.000000 Penalty: 3863.088135
	Iteration 29Q: 3 clusters Score -1.648361e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144304 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -16483662.000000 Penalty: 3863.088135
	Iteration 30Q: 3 clusters Score -1.648366e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144385 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -16483724.000000 Penalty: 3863.088135
	Iteration 31Q: 3 clusters Score -1.648372e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144454 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -16483748.000000 Penalty: 3863.088135
	Iteration 32Q: 3 clusters Score -1.648375e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144501 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -16483782.000000 Penalty: 3863.088135
	Iteration 33Q: 3 clusters Score -1.648378e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144553 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -16483828.000000 Penalty: 3863.088135
	Iteration 34Q: 3 clusters Score -1.648383e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144584 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16483857.000000 Penalty: 3863.088135
	Iteration 35Q: 3 clusters Score -1.648386e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144613 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -16483866.000000 Penalty: 3863.088135
	Iteration 36Q: 3 clusters Score -1.648387e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144634 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -16483900.000000 Penalty: 3863.088135
	Iteration 37Q: 3 clusters Score -1.64839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144654 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -16483915.000000 Penalty: 3863.088135
	Iteration 38Q: 3 clusters Score -1.648392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144670 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -16483914.000000 Penalty: 3863.088135
	Iteration 39Q: 3 clusters Score -1.648391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144672 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -16483903.000000 Penalty: 3863.088135
	Iteration 40F: 3 clusters Score -1.64839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144676 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -16483900.000000 Penalty: 3863.088135
	Iteration 41Q: 3 clusters Score -1.64839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144679 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -16483904.000000 Penalty: 3863.088135
	Iteration 42Q: 3 clusters Score -1.64839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144683 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -16483915.000000 Penalty: 3863.088135
	Iteration 43Q: 3 clusters Score -1.648392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144684 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -16483915.000000 Penalty: 3863.088135
	Iteration 44Q: 3 clusters Score -1.648392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144684 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -16483925.000000 Penalty: 3863.088135
	Iteration 45Q: 3 clusters Score -1.648392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144688 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -16483927.000000 Penalty: 3863.088135
	Iteration 46Q: 3 clusters Score -1.648393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144694 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -16483931.000000 Penalty: 3863.088135
	Iteration 47Q: 3 clusters Score -1.648393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144699 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -16483932.000000 Penalty: 3863.088135
	Iteration 48Q: 3 clusters Score -1.648393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144700 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -16483931.000000 Penalty: 3863.088135
	Iteration 49Q: 3 clusters Score -1.648393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144702 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -16483930.000000 Penalty: 3863.088135
	Iteration 50Q: 3 clusters Score -1.648393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144704 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -16483933.000000 Penalty: 3863.088135
	Iteration 51Q: 3 clusters Score -1.648393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144709 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -16483944.000000 Penalty: 3863.088135
	Iteration 52Q: 3 clusters Score -1.648394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144713 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -16483937.000000 Penalty: 3863.088135
	Iteration 53Q: 3 clusters Score -1.648394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144715 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -16483939.000000 Penalty: 3863.088135
	Iteration 54Q: 3 clusters Score -1.648394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144716 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16483944.000000 Penalty: 3863.088135
	Iteration 55Q: 3 clusters Score -1.648394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144716 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16483944.000000 Penalty: 3863.088135
	Iteration 56F: 3 clusters Score -1.648394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Entering Unmasked Estep 
Score: -422491.906250 Penalty: 1336.600708
	Iteration 0F: 2 clusters Score -422491.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -419378.218750 Penalty: 2673.201416
	Iteration 0F: 3 clusters Score -419378.2 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -420171.750000 Penalty: 2673.201416
	Iteration 1F: 3 clusters Score -420171.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -420344.750000 Penalty: 2673.201416
	Iteration 2F: 3 clusters Score -420344.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -420456.156250 Penalty: 2673.201416
	Iteration 3F: 3 clusters Score -420456.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -420536.937500 Penalty: 2673.201416
	Iteration 4Q: 3 clusters Score -420536.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -420608.812500 Penalty: 2673.201416
	Iteration 5Q: 3 clusters Score -420608.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -420682.750000 Penalty: 2673.201416
	Iteration 6Q: 3 clusters Score -420682.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -420782.531250 Penalty: 2673.201416
	Iteration 7Q: 3 clusters Score -420782.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -420940.531250 Penalty: 2673.201416
	Iteration 8Q: 3 clusters Score -420940.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -421140.531250 Penalty: 2673.201416
	Iteration 9Q: 3 clusters Score -421140.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -421386.500000 Penalty: 2673.201416
	Iteration 10F: 3 clusters Score -421386.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -421577.125000 Penalty: 2673.201416
	Iteration 11Q: 3 clusters Score -421577.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -421682.937500 Penalty: 2673.201416
	Iteration 12Q: 3 clusters Score -421682.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -421751.250000 Penalty: 2673.201416
	Iteration 13Q: 3 clusters Score -421751.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -421791.593750 Penalty: 2673.201416
	Iteration 14Q: 3 clusters Score -421791.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -421816.406250 Penalty: 2673.201416
	Iteration 15Q: 3 clusters Score -421816.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -421831.187500 Penalty: 2673.201416
	Iteration 16Q: 3 clusters Score -421831.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -421836.000000 Penalty: 2673.201416
	Iteration 17Q: 3 clusters Score -421836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -421840.562500 Penalty: 2673.201416
	Iteration 18Q: 3 clusters Score -421840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -421841.937500 Penalty: 2673.201416
	Iteration 19Q: 3 clusters Score -421841.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -421843.281250 Penalty: 2673.201416
	Iteration 20F: 3 clusters Score -421843.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Entering Unmasked Estep 
Score: -633457.875000 Penalty: 1399.028687
	Iteration 0F: 2 clusters Score -633457.9 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 2712 members 
Entering Unmasked Estep 
Score: -629135.375000 Penalty: 2798.057373
	Iteration 0F: 3 clusters Score -629135.4 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -630299.937500 Penalty: 2798.057373
	Iteration 1F: 3 clusters Score -630299.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -630454.937500 Penalty: 2798.057373
	Iteration 2F: 3 clusters Score -630454.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -630567.562500 Penalty: 2798.057373
	Iteration 3F: 3 clusters Score -630567.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -630639.500000 Penalty: 2798.057373
	Iteration 4Q: 3 clusters Score -630639.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -630691.500000 Penalty: 2798.057373
	Iteration 5Q: 3 clusters Score -630691.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -630730.000000 Penalty: 2798.057373
	Iteration 6Q: 3 clusters Score -630730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -630766.062500 Penalty: 2798.057373
	Iteration 7Q: 3 clusters Score -630766.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -630803.375000 Penalty: 2798.057373
	Iteration 8Q: 3 clusters Score -630803.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -630841.937500 Penalty: 2798.057373
	Iteration 9Q: 3 clusters Score -630841.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -630889.687500 Penalty: 2798.057373
	Iteration 10Q: 3 clusters Score -630889.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -630936.812500 Penalty: 2798.057373
	Iteration 11Q: 3 clusters Score -630936.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -630990.375000 Penalty: 2798.057373
	Iteration 12Q: 3 clusters Score -630990.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -631049.375000 Penalty: 2798.057373
	Iteration 13Q: 3 clusters Score -631049.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -631129.000000 Penalty: 2798.057373
	Iteration 14Q: 3 clusters Score -631129 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -631209.562500 Penalty: 2798.057373
	Iteration 15Q: 3 clusters Score -631209.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -631291.125000 Penalty: 2798.057373
	Iteration 16Q: 3 clusters Score -631291.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -631390.312500 Penalty: 2798.057373
	Iteration 17Q: 3 clusters Score -631390.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -631470.125000 Penalty: 2798.057373
	Iteration 18Q: 3 clusters Score -631470.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -631556.000000 Penalty: 2798.057373
	Iteration 19Q: 3 clusters Score -631556 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -631642.250000 Penalty: 2798.057373
	Iteration 20F: 3 clusters Score -631642.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -631723.500000 Penalty: 2798.057373
	Iteration 21Q: 3 clusters Score -631723.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -631796.000000 Penalty: 2798.057373
	Iteration 22Q: 3 clusters Score -631796 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -631857.937500 Penalty: 2798.057373
	Iteration 23Q: 3 clusters Score -631857.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -631909.437500 Penalty: 2798.057373
	Iteration 24Q: 3 clusters Score -631909.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -631955.625000 Penalty: 2798.057373
	Iteration 25Q: 3 clusters Score -631955.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -631998.937500 Penalty: 2798.057373
	Iteration 26Q: 3 clusters Score -631998.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -632034.875000 Penalty: 2798.057373
	Iteration 27Q: 3 clusters Score -632034.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -632058.625000 Penalty: 2798.057373
	Iteration 28Q: 3 clusters Score -632058.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -632089.875000 Penalty: 2798.057373
	Iteration 29Q: 3 clusters Score -632089.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -632115.187500 Penalty: 2798.057373
	Iteration 30Q: 3 clusters Score -632115.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -632134.312500 Penalty: 2798.057373
	Iteration 31Q: 3 clusters Score -632134.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -632157.250000 Penalty: 2798.057373
	Iteration 32Q: 3 clusters Score -632157.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -632175.937500 Penalty: 2798.057373
	Iteration 33Q: 3 clusters Score -632175.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -632189.812500 Penalty: 2798.057373
	Iteration 34Q: 3 clusters Score -632189.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -632196.500000 Penalty: 2798.057373
	Iteration 35Q: 3 clusters Score -632196.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -632206.062500 Penalty: 2798.057373
	Iteration 36Q: 3 clusters Score -632206.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -632217.312500 Penalty: 2798.057373
	Iteration 37Q: 3 clusters Score -632217.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -632232.625000 Penalty: 2798.057373
	Iteration 38Q: 3 clusters Score -632232.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -632244.687500 Penalty: 2798.057373
	Iteration 39Q: 3 clusters Score -632244.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -632252.500000 Penalty: 2798.057373
	Iteration 40F: 3 clusters Score -632252.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -632256.375000 Penalty: 2798.057373
	Iteration 41Q: 3 clusters Score -632256.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -632264.625000 Penalty: 2798.057373
	Iteration 42Q: 3 clusters Score -632264.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -632273.375000 Penalty: 2798.057373
	Iteration 43Q: 3 clusters Score -632273.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -632277.562500 Penalty: 2798.057373
	Iteration 44Q: 3 clusters Score -632277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -632278.750000 Penalty: 2798.057373
	Iteration 45Q: 3 clusters Score -632278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -632279.625000 Penalty: 2798.057373
	Iteration 46Q: 3 clusters Score -632279.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -632279.562500 Penalty: 2798.057373
	Iteration 47Q: 3 clusters Score -632279.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -632281.125000 Penalty: 2798.057373
	Iteration 48Q: 3 clusters Score -632281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -632281.000000 Penalty: 2798.057373
	Iteration 49Q: 3 clusters Score -632281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -632281.125000 Penalty: 2798.057373
	Iteration 50Q: 3 clusters Score -632281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -632282.187500 Penalty: 2798.057373
	Iteration 51Q: 3 clusters Score -632282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -632282.187500 Penalty: 2798.057373
	Iteration 52F: 3 clusters Score -632282.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Entering Unmasked Estep 
Score: -446809.031250 Penalty: 1341.529907
	Iteration 0F: 2 clusters Score -446809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -443569.843750 Penalty: 2683.059814
	Iteration 0F: 3 clusters Score -443569.8 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -444427.281250 Penalty: 2683.059814
	Iteration 1F: 3 clusters Score -444427.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -444568.187500 Penalty: 2683.059814
	Iteration 2F: 3 clusters Score -444568.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -444662.875000 Penalty: 2683.059814
	Iteration 3Q: 3 clusters Score -444662.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -444740.093750 Penalty: 2683.059814
	Iteration 4Q: 3 clusters Score -444740.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -444807.750000 Penalty: 2683.059814
	Iteration 5Q: 3 clusters Score -444807.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -444863.375000 Penalty: 2683.059814
	Iteration 6Q: 3 clusters Score -444863.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -444918.062500 Penalty: 2683.059814
	Iteration 7Q: 3 clusters Score -444918.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -444967.500000 Penalty: 2683.059814
	Iteration 8Q: 3 clusters Score -444967.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -445036.156250 Penalty: 2683.059814
	Iteration 9Q: 3 clusters Score -445036.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -445098.531250 Penalty: 2683.059814
	Iteration 10Q: 3 clusters Score -445098.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -445153.968750 Penalty: 2683.059814
	Iteration 11Q: 3 clusters Score -445154 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -445211.156250 Penalty: 2683.059814
	Iteration 12Q: 3 clusters Score -445211.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -445280.718750 Penalty: 2683.059814
	Iteration 13Q: 3 clusters Score -445280.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -445335.343750 Penalty: 2683.059814
	Iteration 14Q: 3 clusters Score -445335.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -445382.750000 Penalty: 2683.059814
	Iteration 15Q: 3 clusters Score -445382.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -445438.343750 Penalty: 2683.059814
	Iteration 16Q: 3 clusters Score -445438.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -445479.937500 Penalty: 2683.059814
	Iteration 17Q: 3 clusters Score -445479.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -445517.593750 Penalty: 2683.059814
	Iteration 18Q: 3 clusters Score -445517.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -445544.281250 Penalty: 2683.059814
	Iteration 19Q: 3 clusters Score -445544.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -445570.218750 Penalty: 2683.059814
	Iteration 20F: 3 clusters Score -445570.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -445589.062500 Penalty: 2683.059814
	Iteration 21Q: 3 clusters Score -445589.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -445606.906250 Penalty: 2683.059814
	Iteration 22Q: 3 clusters Score -445606.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -445624.437500 Penalty: 2683.059814
	Iteration 23Q: 3 clusters Score -445624.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -445639.406250 Penalty: 2683.059814
	Iteration 24Q: 3 clusters Score -445639.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -445647.437500 Penalty: 2683.059814
	Iteration 25Q: 3 clusters Score -445647.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -445650.437500 Penalty: 2683.059814
	Iteration 26Q: 3 clusters Score -445650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -445650.812500 Penalty: 2683.059814
	Iteration 27Q: 3 clusters Score -445650.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -445650.812500 Penalty: 2683.059814
	Iteration 28Q: 3 clusters Score -445650.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -445650.812500 Penalty: 2683.059814
	Iteration 29F: 3 clusters Score -445650.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Entering Unmasked Estep 
Score: -1093068.375000 Penalty: 1486.884644
	Iteration 0F: 2 clusters Score -1093068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1086354.500000 Penalty: 2973.769287
	Iteration 0F: 3 clusters Score -1086354 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1088362.375000 Penalty: 2973.769287
	Iteration 1F: 3 clusters Score -1088362 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1088566.250000 Penalty: 2973.769287
	Iteration 2F: 3 clusters Score -1088566 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1088718.125000 Penalty: 2973.769287
	Iteration 3Q: 3 clusters Score -1088718 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1088851.625000 Penalty: 2973.769287
	Iteration 4Q: 3 clusters Score -1088852 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1088993.875000 Penalty: 2973.769287
	Iteration 5Q: 3 clusters Score -1088994 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1089187.125000 Penalty: 2973.769287
	Iteration 6Q: 3 clusters Score -1089187 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1089422.750000 Penalty: 2973.769287
	Iteration 7Q: 3 clusters Score -1089423 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1089675.000000 Penalty: 2973.769287
	Iteration 8Q: 3 clusters Score -1089675 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1089974.500000 Penalty: 2973.769287
	Iteration 9Q: 3 clusters Score -1089974 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1090268.250000 Penalty: 2973.769287
	Iteration 10Q: 3 clusters Score -1090268 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1090514.375000 Penalty: 2973.769287
	Iteration 11Q: 3 clusters Score -1090514 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1090727.125000 Penalty: 2973.769287
	Iteration 12Q: 3 clusters Score -1090727 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1090911.750000 Penalty: 2973.769287
	Iteration 13Q: 3 clusters Score -1090912 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1091060.375000 Penalty: 2973.769287
	Iteration 14Q: 3 clusters Score -1091060 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1091174.000000 Penalty: 2973.769287
	Iteration 15Q: 3 clusters Score -1091174 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1091261.750000 Penalty: 2973.769287
	Iteration 16Q: 3 clusters Score -1091262 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1091329.125000 Penalty: 2973.769287
	Iteration 17Q: 3 clusters Score -1091329 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1091382.500000 Penalty: 2973.769287
	Iteration 18Q: 3 clusters Score -1091382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1091428.375000 Penalty: 2973.769287
	Iteration 19Q: 3 clusters Score -1091428 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1091467.625000 Penalty: 2973.769287
	Iteration 20F: 3 clusters Score -1091468 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1091495.500000 Penalty: 2973.769287
	Iteration 21Q: 3 clusters Score -1091496 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1091518.875000 Penalty: 2973.769287
	Iteration 22Q: 3 clusters Score -1091519 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1091534.375000 Penalty: 2973.769287
	Iteration 23Q: 3 clusters Score -1091534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1091550.375000 Penalty: 2973.769287
	Iteration 24Q: 3 clusters Score -1091550 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1091569.500000 Penalty: 2973.769287
	Iteration 25Q: 3 clusters Score -1091570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1091586.750000 Penalty: 2973.769287
	Iteration 26Q: 3 clusters Score -1091587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1091598.500000 Penalty: 2973.769287
	Iteration 27Q: 3 clusters Score -1091598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1091613.250000 Penalty: 2973.769287
	Iteration 28Q: 3 clusters Score -1091613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1091624.250000 Penalty: 2973.769287
	Iteration 29Q: 3 clusters Score -1091624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1091628.000000 Penalty: 2973.769287
	Iteration 30Q: 3 clusters Score -1091628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1091634.125000 Penalty: 2973.769287
	Iteration 31Q: 3 clusters Score -1091634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1091639.625000 Penalty: 2973.769287
	Iteration 32Q: 3 clusters Score -1091640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1091643.125000 Penalty: 2973.769287
	Iteration 33Q: 3 clusters Score -1091643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1091644.750000 Penalty: 2973.769287
	Iteration 34Q: 3 clusters Score -1091645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1091647.500000 Penalty: 2973.769287
	Iteration 35Q: 3 clusters Score -1091648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1091651.750000 Penalty: 2973.769287
	Iteration 36Q: 3 clusters Score -1091652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1091653.000000 Penalty: 2973.769287
	Iteration 37Q: 3 clusters Score -1091653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1091659.500000 Penalty: 2973.769287
	Iteration 38Q: 3 clusters Score -1091660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1091666.750000 Penalty: 2973.769287
	Iteration 39Q: 3 clusters Score -1091667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1091669.250000 Penalty: 2973.769287
	Iteration 40F: 3 clusters Score -1091669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1091672.875000 Penalty: 2973.769287
	Iteration 41Q: 3 clusters Score -1091673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1091676.500000 Penalty: 2973.769287
	Iteration 42Q: 3 clusters Score -1091676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1091681.750000 Penalty: 2973.769287
	Iteration 43Q: 3 clusters Score -1091682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1091683.875000 Penalty: 2973.769287
	Iteration 44Q: 3 clusters Score -1091684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1091685.500000 Penalty: 2973.769287
	Iteration 45Q: 3 clusters Score -1091686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1091691.250000 Penalty: 2973.769287
	Iteration 46Q: 3 clusters Score -1091691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1091696.125000 Penalty: 2973.769287
	Iteration 47Q: 3 clusters Score -1091696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1091697.125000 Penalty: 2973.769287
	Iteration 48Q: 3 clusters Score -1091697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1091701.375000 Penalty: 2973.769287
	Iteration 49Q: 3 clusters Score -1091701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1091705.250000 Penalty: 2973.769287
	Iteration 50Q: 3 clusters Score -1091705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1091710.625000 Penalty: 2973.769287
	Iteration 51Q: 3 clusters Score -1091711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1091713.125000 Penalty: 2973.769287
	Iteration 52Q: 3 clusters Score -1091713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1091718.250000 Penalty: 2973.769287
	Iteration 53Q: 3 clusters Score -1091718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1091722.125000 Penalty: 2973.769287
	Iteration 54Q: 3 clusters Score -1091722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1091726.375000 Penalty: 2973.769287
	Iteration 55Q: 3 clusters Score -1091726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1091729.750000 Penalty: 2973.769287
	Iteration 56Q: 3 clusters Score -1091730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1091731.000000 Penalty: 2973.769287
	Iteration 57Q: 3 clusters Score -1091731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1091733.500000 Penalty: 2973.769287
	Iteration 58Q: 3 clusters Score -1091734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1091734.500000 Penalty: 2973.769287
	Iteration 59Q: 3 clusters Score -1091734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1091737.875000 Penalty: 2973.769287
	Iteration 60F: 3 clusters Score -1091738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1091738.750000 Penalty: 2973.769287
	Iteration 61Q: 3 clusters Score -1091739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1091741.125000 Penalty: 2973.769287
	Iteration 62Q: 3 clusters Score -1091741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1091742.375000 Penalty: 2973.769287
	Iteration 63Q: 3 clusters Score -1091742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1091741.750000 Penalty: 2973.769287
	Iteration 64Q: 3 clusters Score -1091742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1091740.750000 Penalty: 2973.769287
	Iteration 65Q: 3 clusters Score -1091741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1091741.875000 Penalty: 2973.769287
	Iteration 66Q: 3 clusters Score -1091742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1091739.750000 Penalty: 2973.769287
	Iteration 67Q: 3 clusters Score -1091740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1091742.750000 Penalty: 2973.769287
	Iteration 68Q: 3 clusters Score -1091743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1091744.625000 Penalty: 2973.769287
	Iteration 69Q: 3 clusters Score -1091745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1091747.875000 Penalty: 2973.769287
	Iteration 70Q: 3 clusters Score -1091748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1091746.500000 Penalty: 2973.769287
	Iteration 71Q: 3 clusters Score -1091746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1091748.375000 Penalty: 2973.769287
	Iteration 72Q: 3 clusters Score -1091748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1091753.500000 Penalty: 2973.769287
	Iteration 73Q: 3 clusters Score -1091754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1091754.250000 Penalty: 2973.769287
	Iteration 74Q: 3 clusters Score -1091754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1091752.875000 Penalty: 2973.769287
	Iteration 75Q: 3 clusters Score -1091753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1091756.250000 Penalty: 2973.769287
	Iteration 76Q: 3 clusters Score -1091756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1091758.250000 Penalty: 2973.769287
	Iteration 77Q: 3 clusters Score -1091758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1091760.625000 Penalty: 2973.769287
	Iteration 78Q: 3 clusters Score -1091761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1091763.250000 Penalty: 2973.769287
	Iteration 79Q: 3 clusters Score -1091763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1091766.375000 Penalty: 2973.769287
	Iteration 80F: 3 clusters Score -1091766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1091766.000000 Penalty: 2973.769287
	Iteration 81Q: 3 clusters Score -1091766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1091768.625000 Penalty: 2973.769287
	Iteration 82Q: 3 clusters Score -1091769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1091770.500000 Penalty: 2973.769287
	Iteration 83Q: 3 clusters Score -1091770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1091773.250000 Penalty: 2973.769287
	Iteration 84Q: 3 clusters Score -1091773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1091774.125000 Penalty: 2973.769287
	Iteration 85Q: 3 clusters Score -1091774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1091777.625000 Penalty: 2973.769287
	Iteration 86Q: 3 clusters Score -1091778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1091780.500000 Penalty: 2973.769287
	Iteration 87Q: 3 clusters Score -1091780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1091781.875000 Penalty: 2973.769287
	Iteration 88Q: 3 clusters Score -1091782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1091784.750000 Penalty: 2973.769287
	Iteration 89Q: 3 clusters Score -1091785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1091785.250000 Penalty: 2973.769287
	Iteration 90Q: 3 clusters Score -1091785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1091787.750000 Penalty: 2973.769287
	Iteration 91Q: 3 clusters Score -1091788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1091790.375000 Penalty: 2973.769287
	Iteration 92Q: 3 clusters Score -1091790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1091796.375000 Penalty: 2973.769287
	Iteration 93Q: 3 clusters Score -1091796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1091797.250000 Penalty: 2973.769287
	Iteration 94Q: 3 clusters Score -1091797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1091797.125000 Penalty: 2973.769287
	Iteration 95Q: 3 clusters Score -1091797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1091801.625000 Penalty: 2973.769287
	Iteration 96Q: 3 clusters Score -1091802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1091802.500000 Penalty: 2973.769287
	Iteration 97Q: 3 clusters Score -1091802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1091800.875000 Penalty: 2973.769287
	Iteration 98Q: 3 clusters Score -1091801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1091801.625000 Penalty: 2973.769287
	Iteration 99Q: 3 clusters Score -1091802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1091805.000000 Penalty: 2973.769287
	Iteration 100F: 3 clusters Score -1091805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1091805.500000 Penalty: 2973.769287
	Iteration 101Q: 3 clusters Score -1091806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1091807.000000 Penalty: 2973.769287
	Iteration 102Q: 3 clusters Score -1091807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1091808.000000 Penalty: 2973.769287
	Iteration 103Q: 3 clusters Score -1091808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1091810.250000 Penalty: 2973.769287
	Iteration 104Q: 3 clusters Score -1091810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1091811.500000 Penalty: 2973.769287
	Iteration 105Q: 3 clusters Score -1091812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1091813.375000 Penalty: 2973.769287
	Iteration 106Q: 3 clusters Score -1091813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1091814.750000 Penalty: 2973.769287
	Iteration 107Q: 3 clusters Score -1091815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1091816.875000 Penalty: 2973.769287
	Iteration 108Q: 3 clusters Score -1091817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1091816.000000 Penalty: 2973.769287
	Iteration 109Q: 3 clusters Score -1091816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1091815.000000 Penalty: 2973.769287
	Iteration 110Q: 3 clusters Score -1091815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1091820.000000 Penalty: 2973.769287
	Iteration 111Q: 3 clusters Score -1091820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1091822.500000 Penalty: 2973.769287
	Iteration 112Q: 3 clusters Score -1091822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1091823.375000 Penalty: 2973.769287
	Iteration 113Q: 3 clusters Score -1091823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1091825.125000 Penalty: 2973.769287
	Iteration 114Q: 3 clusters Score -1091825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1091826.000000 Penalty: 2973.769287
	Iteration 115Q: 3 clusters Score -1091826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1091828.250000 Penalty: 2973.769287
	Iteration 116Q: 3 clusters Score -1091828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1091829.875000 Penalty: 2973.769287
	Iteration 117Q: 3 clusters Score -1091830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1091829.375000 Penalty: 2973.769287
	Iteration 118Q: 3 clusters Score -1091829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1091830.875000 Penalty: 2973.769287
	Iteration 119Q: 3 clusters Score -1091831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1091830.875000 Penalty: 2973.769287
	Iteration 120F: 3 clusters Score -1091831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Entering Unmasked Estep 
Score: -1231023.000000 Penalty: 1507.081421
	Iteration 0F: 2 clusters Score -1231023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1223522.250000 Penalty: 3014.162842
	Iteration 0F: 3 clusters Score -1223522 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1226050.500000 Penalty: 3014.162842
	Iteration 1F: 3 clusters Score -1226050 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1226321.875000 Penalty: 3014.162842
	Iteration 2F: 3 clusters Score -1226322 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1226533.125000 Penalty: 3014.162842
	Iteration 3Q: 3 clusters Score -1226533 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1226743.875000 Penalty: 3014.162842
	Iteration 4Q: 3 clusters Score -1226744 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1226928.000000 Penalty: 3014.162842
	Iteration 5Q: 3 clusters Score -1226928 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1227139.375000 Penalty: 3014.162842
	Iteration 6Q: 3 clusters Score -1227139 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1227373.625000 Penalty: 3014.162842
	Iteration 7Q: 3 clusters Score -1227374 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1227617.750000 Penalty: 3014.162842
	Iteration 8Q: 3 clusters Score -1227618 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1227890.125000 Penalty: 3014.162842
	Iteration 9Q: 3 clusters Score -1227890 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1228228.125000 Penalty: 3014.162842
	Iteration 10Q: 3 clusters Score -1228228 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1228543.500000 Penalty: 3014.162842
	Iteration 11Q: 3 clusters Score -1228544 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1228829.500000 Penalty: 3014.162842
	Iteration 12Q: 3 clusters Score -1228830 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1229067.875000 Penalty: 3014.162842
	Iteration 13Q: 3 clusters Score -1229068 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1229268.375000 Penalty: 3014.162842
	Iteration 14Q: 3 clusters Score -1229268 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1229402.875000 Penalty: 3014.162842
	Iteration 15Q: 3 clusters Score -1229403 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1229508.625000 Penalty: 3014.162842
	Iteration 16Q: 3 clusters Score -1229509 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1229570.125000 Penalty: 3014.162842
	Iteration 17Q: 3 clusters Score -1229570 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1229607.750000 Penalty: 3014.162842
	Iteration 18Q: 3 clusters Score -1229608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1229641.875000 Penalty: 3014.162842
	Iteration 19Q: 3 clusters Score -1229642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1229661.375000 Penalty: 3014.162842
	Iteration 20F: 3 clusters Score -1229661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1229679.250000 Penalty: 3014.162842
	Iteration 21Q: 3 clusters Score -1229679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1229696.250000 Penalty: 3014.162842
	Iteration 22Q: 3 clusters Score -1229696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1229719.625000 Penalty: 3014.162842
	Iteration 23Q: 3 clusters Score -1229720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1229734.500000 Penalty: 3014.162842
	Iteration 24Q: 3 clusters Score -1229734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1229751.000000 Penalty: 3014.162842
	Iteration 25Q: 3 clusters Score -1229751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1229760.750000 Penalty: 3014.162842
	Iteration 26Q: 3 clusters Score -1229761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1229767.125000 Penalty: 3014.162842
	Iteration 27Q: 3 clusters Score -1229767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1229774.125000 Penalty: 3014.162842
	Iteration 28Q: 3 clusters Score -1229774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1229782.625000 Penalty: 3014.162842
	Iteration 29Q: 3 clusters Score -1229783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1229782.125000 Penalty: 3014.162842
	Iteration 30Q: 3 clusters Score -1229782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1229784.000000 Penalty: 3014.162842
	Iteration 31Q: 3 clusters Score -1229784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1229784.375000 Penalty: 3014.162842
	Iteration 32Q: 3 clusters Score -1229784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1229785.125000 Penalty: 3014.162842
	Iteration 33Q: 3 clusters Score -1229785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1229785.125000 Penalty: 3014.162842
	Iteration 34F: 3 clusters Score -1229785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (134130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134130 members 
Entering Unmasked Estep 
Score: -15586867.000000 Penalty: 1918.566650
	Iteration 0F: 2 clusters Score -1.558687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 66769 members 
Entering Unmasked Estep 
Score: -15504716.000000 Penalty: 3837.133301
	Iteration 0F: 3 clusters Score -1.550472e+07 nChanged 64576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -15543546.000000 Penalty: 3837.133301
	Iteration 1F: 3 clusters Score -1.554355e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -15545062.000000 Penalty: 3837.133301
	Iteration 2Q: 3 clusters Score -1.554506e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -15547650.000000 Penalty: 3837.133301
	Iteration 3Q: 3 clusters Score -1.554765e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89211 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -15551842.000000 Penalty: 3837.133301
	Iteration 4F: 3 clusters Score -1.555184e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97423 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -15556934.000000 Penalty: 3837.133301
	Iteration 5F: 3 clusters Score -1.555693e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105169 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -15562881.000000 Penalty: 3837.133301
	Iteration 6F: 3 clusters Score -1.556288e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111416 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -15568420.000000 Penalty: 3837.133301
	Iteration 7F: 3 clusters Score -1.556842e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115404 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -15572616.000000 Penalty: 3837.133301
	Iteration 8Q: 3 clusters Score -1.557262e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117575 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -15575396.000000 Penalty: 3837.133301
	Iteration 9Q: 3 clusters Score -1.55754e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118750 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -15577050.000000 Penalty: 3837.133301
	Iteration 10Q: 3 clusters Score -1.557705e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119556 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -15577916.000000 Penalty: 3837.133301
	Iteration 11Q: 3 clusters Score -1.557792e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120296 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -15578439.000000 Penalty: 3837.133301
	Iteration 12Q: 3 clusters Score -1.557844e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121004 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -15578821.000000 Penalty: 3837.133301
	Iteration 13Q: 3 clusters Score -1.557882e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121668 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -15579330.000000 Penalty: 3837.133301
	Iteration 14Q: 3 clusters Score -1.557933e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122274 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -15579696.000000 Penalty: 3837.133301
	Iteration 15Q: 3 clusters Score -1.55797e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122798 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -15580055.000000 Penalty: 3837.133301
	Iteration 16Q: 3 clusters Score -1.558006e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123339 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -15580408.000000 Penalty: 3837.133301
	Iteration 17Q: 3 clusters Score -1.558041e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123845 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -15580672.000000 Penalty: 3837.133301
	Iteration 18Q: 3 clusters Score -1.558067e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124311 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -15580999.000000 Penalty: 3837.133301
	Iteration 19Q: 3 clusters Score -1.5581e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124729 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -15581254.000000 Penalty: 3837.133301
	Iteration 20F: 3 clusters Score -1.558125e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -15581571.000000 Penalty: 3837.133301
	Iteration 21Q: 3 clusters Score -1.558157e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125473 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -15581789.000000 Penalty: 3837.133301
	Iteration 22Q: 3 clusters Score -1.558179e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125805 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -15582033.000000 Penalty: 3837.133301
	Iteration 23Q: 3 clusters Score -1.558203e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126126 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -15582221.000000 Penalty: 3837.133301
	Iteration 24Q: 3 clusters Score -1.558222e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126429 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -15582339.000000 Penalty: 3837.133301
	Iteration 25Q: 3 clusters Score -1.558234e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126732 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -15582520.000000 Penalty: 3837.133301
	Iteration 26Q: 3 clusters Score -1.558252e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -15582669.000000 Penalty: 3837.133301
	Iteration 27Q: 3 clusters Score -1.558267e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127235 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -15582858.000000 Penalty: 3837.133301
	Iteration 28Q: 3 clusters Score -1.558286e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127485 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -15583029.000000 Penalty: 3837.133301
	Iteration 29Q: 3 clusters Score -1.558303e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127750 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -15583206.000000 Penalty: 3837.133301
	Iteration 30Q: 3 clusters Score -1.558321e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128003 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -15583321.000000 Penalty: 3837.133301
	Iteration 31Q: 3 clusters Score -1.558332e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128248 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -15583433.000000 Penalty: 3837.133301
	Iteration 32Q: 3 clusters Score -1.558343e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128452 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -15583522.000000 Penalty: 3837.133301
	Iteration 33Q: 3 clusters Score -1.558352e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128648 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -15583610.000000 Penalty: 3837.133301
	Iteration 34Q: 3 clusters Score -1.558361e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128847 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -15583644.000000 Penalty: 3837.133301
	Iteration 35Q: 3 clusters Score -1.558364e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129028 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -15583715.000000 Penalty: 3837.133301
	Iteration 36Q: 3 clusters Score -1.558372e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129201 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -15583781.000000 Penalty: 3837.133301
	Iteration 37Q: 3 clusters Score -1.558378e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129372 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -15583878.000000 Penalty: 3837.133301
	Iteration 38Q: 3 clusters Score -1.558388e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129527 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -15583961.000000 Penalty: 3837.133301
	Iteration 39Q: 3 clusters Score -1.558396e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129675 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -15584042.000000 Penalty: 3837.133301
	Iteration 40F: 3 clusters Score -1.558404e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129820 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -15584111.000000 Penalty: 3837.133301
	Iteration 41Q: 3 clusters Score -1.558411e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129959 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -15584164.000000 Penalty: 3837.133301
	Iteration 42Q: 3 clusters Score -1.558416e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130080 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -15584223.000000 Penalty: 3837.133301
	Iteration 43Q: 3 clusters Score -1.558422e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130188 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -15584259.000000 Penalty: 3837.133301
	Iteration 44Q: 3 clusters Score -1.558426e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130299 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -15584296.000000 Penalty: 3837.133301
	Iteration 45Q: 3 clusters Score -1.55843e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130399 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -15584337.000000 Penalty: 3837.133301
	Iteration 46Q: 3 clusters Score -1.558434e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130494 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -15584367.000000 Penalty: 3837.133301
	Iteration 47Q: 3 clusters Score -1.558437e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130567 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -15584407.000000 Penalty: 3837.133301
	Iteration 48Q: 3 clusters Score -1.558441e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130634 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -15584442.000000 Penalty: 3837.133301
	Iteration 49Q: 3 clusters Score -1.558444e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130690 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -15584468.000000 Penalty: 3837.133301
	Iteration 50Q: 3 clusters Score -1.558447e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130742 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -15584500.000000 Penalty: 3837.133301
	Iteration 51Q: 3 clusters Score -1.55845e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130796 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -15584532.000000 Penalty: 3837.133301
	Iteration 52Q: 3 clusters Score -1.558453e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130835 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -15584547.000000 Penalty: 3837.133301
	Iteration 53Q: 3 clusters Score -1.558455e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -15584548.000000 Penalty: 3837.133301
	Iteration 54Q: 3 clusters Score -1.558455e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130902 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -15584556.000000 Penalty: 3837.133301
	Iteration 55Q: 3 clusters Score -1.558456e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130936 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -15584578.000000 Penalty: 3837.133301
	Iteration 56Q: 3 clusters Score -1.558458e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130968 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -15584593.000000 Penalty: 3837.133301
	Iteration 57Q: 3 clusters Score -1.558459e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131007 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -15584618.000000 Penalty: 3837.133301
	Iteration 58Q: 3 clusters Score -1.558462e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131046 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -15584647.000000 Penalty: 3837.133301
	Iteration 59Q: 3 clusters Score -1.558465e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131085 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -15584666.000000 Penalty: 3837.133301
	Iteration 60F: 3 clusters Score -1.558467e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131125 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -15584696.000000 Penalty: 3837.133301
	Iteration 61Q: 3 clusters Score -1.55847e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131170 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -15584731.000000 Penalty: 3837.133301
	Iteration 62Q: 3 clusters Score -1.558473e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131210 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -15584754.000000 Penalty: 3837.133301
	Iteration 63Q: 3 clusters Score -1.558475e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131246 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -15584724.000000 Penalty: 3837.133301
	Iteration 64Q: 3 clusters Score -1.558472e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131280 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -15584751.000000 Penalty: 3837.133301
	Iteration 65Q: 3 clusters Score -1.558475e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131317 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -15584785.000000 Penalty: 3837.133301
	Iteration 66Q: 3 clusters Score -1.558478e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131360 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -15584794.000000 Penalty: 3837.133301
	Iteration 67Q: 3 clusters Score -1.558479e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131397 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -15584813.000000 Penalty: 3837.133301
	Iteration 68Q: 3 clusters Score -1.558481e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131426 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -15584829.000000 Penalty: 3837.133301
	Iteration 69Q: 3 clusters Score -1.558483e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131448 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -15584833.000000 Penalty: 3837.133301
	Iteration 70Q: 3 clusters Score -1.558483e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131475 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -15584846.000000 Penalty: 3837.133301
	Iteration 71Q: 3 clusters Score -1.558485e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131506 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -15584861.000000 Penalty: 3837.133301
	Iteration 72Q: 3 clusters Score -1.558486e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131533 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -15584879.000000 Penalty: 3837.133301
	Iteration 73Q: 3 clusters Score -1.558488e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -15584888.000000 Penalty: 3837.133301
	Iteration 74Q: 3 clusters Score -1.558489e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131577 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -15584902.000000 Penalty: 3837.133301
	Iteration 75Q: 3 clusters Score -1.55849e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131598 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -15584917.000000 Penalty: 3837.133301
	Iteration 76Q: 3 clusters Score -1.558492e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131627 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -15584932.000000 Penalty: 3837.133301
	Iteration 77Q: 3 clusters Score -1.558493e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131655 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -15584948.000000 Penalty: 3837.133301
	Iteration 78Q: 3 clusters Score -1.558495e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131675 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -15584944.000000 Penalty: 3837.133301
	Iteration 79Q: 3 clusters Score -1.558494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131694 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -15584944.000000 Penalty: 3837.133301
	Iteration 80F: 3 clusters Score -1.558494e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131713 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -15584940.000000 Penalty: 3837.133301
	Iteration 81Q: 3 clusters Score -1.558494e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131737 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -15584929.000000 Penalty: 3837.133301
	Iteration 82Q: 3 clusters Score -1.558493e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131754 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -15584938.000000 Penalty: 3837.133301
	Iteration 83Q: 3 clusters Score -1.558494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131773 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -15584945.000000 Penalty: 3837.133301
	Iteration 84Q: 3 clusters Score -1.558494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131783 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -15584957.000000 Penalty: 3837.133301
	Iteration 85Q: 3 clusters Score -1.558496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131796 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -15584938.000000 Penalty: 3837.133301
	Iteration 86Q: 3 clusters Score -1.558494e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131806 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -15584942.000000 Penalty: 3837.133301
	Iteration 87Q: 3 clusters Score -1.558494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131819 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -15584948.000000 Penalty: 3837.133301
	Iteration 88Q: 3 clusters Score -1.558495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131825 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -15584950.000000 Penalty: 3837.133301
	Iteration 89Q: 3 clusters Score -1.558495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131827 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -15584951.000000 Penalty: 3837.133301
	Iteration 90Q: 3 clusters Score -1.558495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131838 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -15584957.000000 Penalty: 3837.133301
	Iteration 91Q: 3 clusters Score -1.558496e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131848 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -15584968.000000 Penalty: 3837.133301
	Iteration 92Q: 3 clusters Score -1.558497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131858 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -15584979.000000 Penalty: 3837.133301
	Iteration 93Q: 3 clusters Score -1.558498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131869 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -15584974.000000 Penalty: 3837.133301
	Iteration 94Q: 3 clusters Score -1.558497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131880 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -15584983.000000 Penalty: 3837.133301
	Iteration 95Q: 3 clusters Score -1.558498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131890 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -15584985.000000 Penalty: 3837.133301
	Iteration 96Q: 3 clusters Score -1.558498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131896 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -15584989.000000 Penalty: 3837.133301
	Iteration 97Q: 3 clusters Score -1.558499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131900 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -15584995.000000 Penalty: 3837.133301
	Iteration 98Q: 3 clusters Score -1.5585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131903 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -15584991.000000 Penalty: 3837.133301
	Iteration 99Q: 3 clusters Score -1.558499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131906 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -15584992.000000 Penalty: 3837.133301
	Iteration 100F: 3 clusters Score -1.558499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131907 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -15584993.000000 Penalty: 3837.133301
	Iteration 101Q: 3 clusters Score -1.558499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131907 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -15584993.000000 Penalty: 3837.133301
	Iteration 102F: 3 clusters Score -1.558499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39289 members 
Mstep: Class 3 contains 3375 members 
Mstep: Class 4 contains 4508 members 
Mstep: Class 5 contains 14494 members 
Mstep: Class 6 contains 18115 members 
Mstep: Class 7 contains 14990 members 
Mstep: Class 8 contains 84708 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47205 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6638 members 
Mstep: Class 14 contains 144911 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 100895 members 
Mstep: Class 17 contains 45931 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 38705 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 145281 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5483 members 
Mstep: Class 24 contains 3849 members 
Mstep: Class 25 contains 9415 members 
Mstep: Class 26 contains 10661 members 
Mstep: Class 27 contains 134130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091472.000000 Penalty: 60205.453125
Iteration 279Q: 28 clusters Score -1.020915e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39289 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 14493 members 
Mstep: Class 6 contains 18113 members 
Mstep: Class 7 contains 14987 members 
Mstep: Class 8 contains 84719 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47202 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6623 members 
Mstep: Class 14 contains 144922 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 100997 members 
Mstep: Class 17 contains 45896 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 37574 members 
Mstep: Class 20 contains 12562 members 
Mstep: Class 21 contains 145279 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5492 members 
Mstep: Class 24 contains 3856 members 
Mstep: Class 25 contains 9425 members 
Mstep: Class 26 contains 10663 members 
Mstep: Class 27 contains 135174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091736.000000 Penalty: 60205.453125
Iteration 280F: 28 clusters Score -1.020917e+08 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39288 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 14485 members 
Mstep: Class 6 contains 18110 members 
Mstep: Class 7 contains 14987 members 
Mstep: Class 8 contains 84715 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47202 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 144920 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 101069 members 
Mstep: Class 17 contains 45929 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 36462 members 
Mstep: Class 20 contains 12562 members 
Mstep: Class 21 contains 145284 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5494 members 
Mstep: Class 24 contains 3853 members 
Mstep: Class 25 contains 9434 members 
Mstep: Class 26 contains 10666 members 
Mstep: Class 27 contains 136204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091576.000000 Penalty: 60205.453125
Iteration 281Q: 28 clusters Score -1.020916e+08 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39287 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 14465 members 
Mstep: Class 6 contains 18108 members 
Mstep: Class 7 contains 14996 members 
Mstep: Class 8 contains 84698 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47202 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6586 members 
Mstep: Class 14 contains 144922 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 100813 members 
Mstep: Class 17 contains 46112 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 35382 members 
Mstep: Class 20 contains 12566 members 
Mstep: Class 21 contains 145283 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 3844 members 
Mstep: Class 25 contains 9442 members 
Mstep: Class 26 contains 10665 members 
Mstep: Class 27 contains 137400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091536.000000 Penalty: 60205.453125
Iteration 282Q: 28 clusters Score -1.020915e+08 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39286 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 14441 members 
Mstep: Class 6 contains 18105 members 
Mstep: Class 7 contains 14998 members 
Mstep: Class 8 contains 84692 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47206 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 144918 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 100319 members 
Mstep: Class 17 contains 46505 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 34340 members 
Mstep: Class 20 contains 12569 members 
Mstep: Class 21 contains 145290 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5504 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 9450 members 
Mstep: Class 26 contains 10664 members 
Mstep: Class 27 contains 138558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091320.000000 Penalty: 60205.453125
Iteration 283Q: 28 clusters Score -1.020913e+08 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39285 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 14422 members 
Mstep: Class 6 contains 18106 members 
Mstep: Class 7 contains 15018 members 
Mstep: Class 8 contains 84679 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47206 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6568 members 
Mstep: Class 14 contains 144914 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 99708 members 
Mstep: Class 17 contains 47005 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 33378 members 
Mstep: Class 20 contains 12571 members 
Mstep: Class 21 contains 145297 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 3848 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 10662 members 
Mstep: Class 27 contains 139641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090800.000000 Penalty: 60205.453125
Iteration 284Q: 28 clusters Score -1.020908e+08 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39280 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 14377 members 
Mstep: Class 6 contains 18107 members 
Mstep: Class 7 contains 15016 members 
Mstep: Class 8 contains 84667 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47208 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 144903 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 99359 members 
Mstep: Class 17 contains 47379 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 19 contains 32437 members 
Mstep: Class 20 contains 12570 members 
Mstep: Class 21 contains 145311 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 3850 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 10663 members 
Mstep: Class 27 contains 140613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090488.000000 Penalty: 60205.453125
Iteration 285Q: 28 clusters Score -1.020905e+08 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39275 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 14319 members 
Mstep: Class 6 contains 18106 members 
Mstep: Class 7 contains 15009 members 
Mstep: Class 8 contains 84679 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47206 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6554 members 
Mstep: Class 14 contains 144896 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 99184 members 
Mstep: Class 17 contains 47684 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 19 contains 31524 members 
Mstep: Class 20 contains 12569 members 
Mstep: Class 21 contains 145320 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 3840 members 
Mstep: Class 25 contains 9472 members 
Mstep: Class 26 contains 10668 members 
Mstep: Class 27 contains 141449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089960.000000 Penalty: 60205.453125
Iteration 286Q: 28 clusters Score -1.0209e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39270 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 14287 members 
Mstep: Class 6 contains 18104 members 
Mstep: Class 7 contains 15002 members 
Mstep: Class 8 contains 84668 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47203 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 144887 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 99008 members 
Mstep: Class 17 contains 47914 members 
Mstep: Class 18 contains 10535 members 
Mstep: Class 19 contains 30641 members 
Mstep: Class 20 contains 12569 members 
Mstep: Class 21 contains 145335 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 3831 members 
Mstep: Class 25 contains 9480 members 
Mstep: Class 26 contains 10673 members 
Mstep: Class 27 contains 142344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089736.000000 Penalty: 60205.453125
Iteration 287Q: 28 clusters Score -1.020897e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 39265 members 
Mstep: Class 3 contains 3369 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 14254 members 
Mstep: Class 6 contains 18106 members 
Mstep: Class 7 contains 14995 members 
Mstep: Class 8 contains 84648 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47202 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 144878 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 98944 members 
Mstep: Class 17 contains 48044 members 
Mstep: Class 18 contains 10535 members 
Mstep: Class 19 contains 29800 members 
Mstep: Class 20 contains 12567 members 
Mstep: Class 21 contains 145360 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5511 members 
Mstep: Class 24 contains 3829 members 
Mstep: Class 25 contains 9497 members 
Mstep: Class 26 contains 10673 members 
Mstep: Class 27 contains 143173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089728.000000 Penalty: 60205.453125
Iteration 288Q: 28 clusters Score -1.020897e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39261 members 
Mstep: Class 3 contains 3368 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 14229 members 
Mstep: Class 6 contains 18107 members 
Mstep: Class 7 contains 14993 members 
Mstep: Class 8 contains 84632 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47203 members 
Mstep: Class 12 contains 426 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 144871 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 98963 members 
Mstep: Class 17 contains 48123 members 
Mstep: Class 18 contains 10536 members 
Mstep: Class 19 contains 28997 members 
Mstep: Class 20 contains 12567 members 
Mstep: Class 21 contains 145375 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5518 members 
Mstep: Class 24 contains 3829 members 
Mstep: Class 25 contains 9507 members 
Mstep: Class 26 contains 10672 members 
Mstep: Class 27 contains 143906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089376.000000 Penalty: 60205.453125
Iteration 289Q: 28 clusters Score -1.020894e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39255 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 14206 members 
Mstep: Class 6 contains 18108 members 
Mstep: Class 7 contains 15001 members 
Mstep: Class 8 contains 84617 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 426 members 
Mstep: Class 13 contains 6498 members 
Mstep: Class 14 contains 144853 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 16 contains 98966 members 
Mstep: Class 17 contains 48170 members 
Mstep: Class 18 contains 10537 members 
Mstep: Class 19 contains 28264 members 
Mstep: Class 20 contains 12567 members 
Mstep: Class 21 contains 145402 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 3828 members 
Mstep: Class 25 contains 9515 members 
Mstep: Class 26 contains 10673 members 
Mstep: Class 27 contains 144618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088912.000000 Penalty: 60205.453125
Iteration 290Q: 28 clusters Score -1.020889e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39249 members 
Mstep: Class 3 contains 3366 members 
Mstep: Class 4 contains 4506 members 
Mstep: Class 5 contains 14177 members 
Mstep: Class 6 contains 18109 members 
Mstep: Class 7 contains 15006 members 
Mstep: Class 8 contains 84619 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 47194 members 
Mstep: Class 12 contains 427 members 
Mstep: Class 13 contains 6483 members 
Mstep: Class 14 contains 144841 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 99009 members 
Mstep: Class 17 contains 48136 members 
Mstep: Class 18 contains 10538 members 
Mstep: Class 19 contains 27560 members 
Mstep: Class 20 contains 12566 members 
Mstep: Class 21 contains 145427 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5529 members 
Mstep: Class 24 contains 3827 members 
Mstep: Class 25 contains 9521 members 
Mstep: Class 26 contains 10674 members 
Mstep: Class 27 contains 145339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088592.000000 Penalty: 60205.453125
Iteration 291Q: 28 clusters Score -1.020886e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 39246 members 
Mstep: Class 3 contains 3365 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 14126 members 
Mstep: Class 6 contains 18111 members 
Mstep: Class 7 contains 15019 members 
Mstep: Class 8 contains 84617 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 47189 members 
Mstep: Class 12 contains 427 members 
Mstep: Class 13 contains 6460 members 
Mstep: Class 14 contains 144825 members 
Mstep: Class 15 contains 3778 members 
Mstep: Class 16 contains 99189 members 
Mstep: Class 17 contains 48044 members 
Mstep: Class 18 contains 10541 members 
Mstep: Class 19 contains 26848 members 
Mstep: Class 20 contains 12567 members 
Mstep: Class 21 contains 145446 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5535 members 
Mstep: Class 24 contains 3821 members 
Mstep: Class 25 contains 9535 members 
Mstep: Class 26 contains 10676 members 
Mstep: Class 27 contains 146011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088248.000000 Penalty: 60205.453125
Iteration 292Q: 28 clusters Score -1.020882e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39239 members 
Mstep: Class 3 contains 3363 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 18109 members 
Mstep: Class 7 contains 15037 members 
Mstep: Class 8 contains 84622 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 915 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 427 members 
Mstep: Class 13 contains 6449 members 
Mstep: Class 14 contains 144817 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 99412 members 
Mstep: Class 17 contains 47939 members 
Mstep: Class 18 contains 10541 members 
Mstep: Class 19 contains 26134 members 
Mstep: Class 20 contains 12569 members 
Mstep: Class 21 contains 145466 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5545 members 
Mstep: Class 24 contains 3816 members 
Mstep: Class 25 contains 9550 members 
Mstep: Class 26 contains 10676 members 
Mstep: Class 27 contains 146661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087936.000000 Penalty: 60205.453125
Iteration 293Q: 28 clusters Score -1.020879e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 39234 members 
Mstep: Class 3 contains 3361 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 13975 members 
Mstep: Class 6 contains 18106 members 
Mstep: Class 7 contains 15056 members 
Mstep: Class 8 contains 84615 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 11 contains 47182 members 
Mstep: Class 12 contains 427 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 144816 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 99668 members 
Mstep: Class 17 contains 47800 members 
Mstep: Class 18 contains 10540 members 
Mstep: Class 19 contains 25416 members 
Mstep: Class 20 contains 12571 members 
Mstep: Class 21 contains 145481 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5556 members 
Mstep: Class 24 contains 3809 members 
Mstep: Class 25 contains 9581 members 
Mstep: Class 26 contains 10677 members 
Mstep: Class 27 contains 147285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087376.000000 Penalty: 60205.453125
Iteration 294Q: 28 clusters Score -1.020874e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 39229 members 
Mstep: Class 3 contains 3356 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 13931 members 
Mstep: Class 6 contains 18102 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 84613 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 47180 members 
Mstep: Class 12 contains 427 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 144806 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 99914 members 
Mstep: Class 17 contains 47637 members 
Mstep: Class 18 contains 10540 members 
Mstep: Class 19 contains 24703 members 
Mstep: Class 20 contains 12575 members 
Mstep: Class 21 contains 145501 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 9610 members 
Mstep: Class 26 contains 10677 members 
Mstep: Class 27 contains 147929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087264.000000 Penalty: 60205.453125
Iteration 295Q: 28 clusters Score -1.020873e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 39225 members 
Mstep: Class 3 contains 3350 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 13882 members 
Mstep: Class 6 contains 18099 members 
Mstep: Class 7 contains 15087 members 
Mstep: Class 8 contains 84607 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 919 members 
Mstep: Class 11 contains 47179 members 
Mstep: Class 12 contains 427 members 
Mstep: Class 13 contains 6423 members 
Mstep: Class 14 contains 144812 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 100080 members 
Mstep: Class 17 contains 47533 members 
Mstep: Class 18 contains 10543 members 
Mstep: Class 19 contains 24005 members 
Mstep: Class 20 contains 12576 members 
Mstep: Class 21 contains 145514 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 3811 members 
Mstep: Class 25 contains 9642 members 
Mstep: Class 26 contains 10678 members 
Mstep: Class 27 contains 148569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086504.000000 Penalty: 60205.453125
Iteration 296Q: 28 clusters Score -1.020865e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 39218 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 13822 members 
Mstep: Class 6 contains 18097 members 
Mstep: Class 7 contains 15106 members 
Mstep: Class 8 contains 84601 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 921 members 
Mstep: Class 11 contains 47178 members 
Mstep: Class 12 contains 427 members 
Mstep: Class 13 contains 6418 members 
Mstep: Class 14 contains 144814 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 100244 members 
Mstep: Class 17 contains 47399 members 
Mstep: Class 18 contains 10546 members 
Mstep: Class 19 contains 23368 members 
Mstep: Class 20 contains 12578 members 
Mstep: Class 21 contains 145522 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 9685 members 
Mstep: Class 26 contains 10680 members 
Mstep: Class 27 contains 149180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085768.000000 Penalty: 60205.453125
Iteration 297Q: 28 clusters Score -1.020858e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39210 members 
Mstep: Class 3 contains 3339 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 13759 members 
Mstep: Class 6 contains 18098 members 
Mstep: Class 7 contains 15107 members 
Mstep: Class 8 contains 84607 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 47180 members 
Mstep: Class 12 contains 427 members 
Mstep: Class 13 contains 6416 members 
Mstep: Class 14 contains 144821 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 100416 members 
Mstep: Class 17 contains 47222 members 
Mstep: Class 18 contains 10546 members 
Mstep: Class 19 contains 22716 members 
Mstep: Class 20 contains 12579 members 
Mstep: Class 21 contains 145529 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 3805 members 
Mstep: Class 25 contains 9743 members 
Mstep: Class 26 contains 10681 members 
Mstep: Class 27 contains 149837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085208.000000 Penalty: 60205.453125
Iteration 298Q: 28 clusters Score -1.020852e+08 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39204 members 
Mstep: Class 3 contains 3335 members 
Mstep: Class 4 contains 4502 members 
Mstep: Class 5 contains 13711 members 
Mstep: Class 6 contains 18096 members 
Mstep: Class 7 contains 15098 members 
Mstep: Class 8 contains 84601 members 
Mstep: Class 9 contains 3703 members 
Mstep: Class 10 contains 925 members 
Mstep: Class 11 contains 47181 members 
Mstep: Class 12 contains 428 members 
Mstep: Class 13 contains 6410 members 
Mstep: Class 14 contains 144821 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 100673 members 
Mstep: Class 17 contains 47045 members 
Mstep: Class 18 contains 10546 members 
Mstep: Class 19 contains 22033 members 
Mstep: Class 20 contains 12579 members 
Mstep: Class 21 contains 145537 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 3806 members 
Mstep: Class 25 contains 9793 members 
Mstep: Class 26 contains 10684 members 
Mstep: Class 27 contains 150454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102084544.000000 Penalty: 60205.453125
Iteration 299Q: 28 clusters Score -1.020845e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39196 members 
Mstep: Class 3 contains 3326 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 13644 members 
Mstep: Class 6 contains 18095 members 
Mstep: Class 7 contains 15102 members 
Mstep: Class 8 contains 84607 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 47181 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 144817 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 100907 members 
Mstep: Class 17 contains 46863 members 
Mstep: Class 18 contains 10548 members 
Mstep: Class 19 contains 21373 members 
Mstep: Class 20 contains 12580 members 
Mstep: Class 21 contains 145549 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 9848 members 
Mstep: Class 26 contains 10687 members 
Mstep: Class 27 contains 151066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102083840.000000 Penalty: 60205.453125
Iteration 300F: 28 clusters Score -1.020838e+08 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39187 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 4497 members 
Mstep: Class 5 contains 13598 members 
Mstep: Class 6 contains 18093 members 
Mstep: Class 7 contains 15125 members 
Mstep: Class 8 contains 84631 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 144821 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 101141 members 
Mstep: Class 17 contains 46731 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 20741 members 
Mstep: Class 20 contains 12580 members 
Mstep: Class 21 contains 145559 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5549 members 
Mstep: Class 24 contains 3805 members 
Mstep: Class 25 contains 9909 members 
Mstep: Class 26 contains 10689 members 
Mstep: Class 27 contains 151543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102083344.000000 Penalty: 60205.453125
Iteration 301Q: 28 clusters Score -1.020833e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39179 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 13529 members 
Mstep: Class 6 contains 18091 members 
Mstep: Class 7 contains 15150 members 
Mstep: Class 8 contains 84638 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 47186 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 144832 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 101462 members 
Mstep: Class 17 contains 46670 members 
Mstep: Class 18 contains 10548 members 
Mstep: Class 19 contains 20108 members 
Mstep: Class 20 contains 12577 members 
Mstep: Class 21 contains 145566 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5545 members 
Mstep: Class 24 contains 3800 members 
Mstep: Class 25 contains 9947 members 
Mstep: Class 26 contains 10690 members 
Mstep: Class 27 contains 151920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102082736.000000 Penalty: 60205.453125
Iteration 302Q: 28 clusters Score -1.020827e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39174 members 
Mstep: Class 3 contains 3316 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 13456 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 15193 members 
Mstep: Class 8 contains 84657 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6418 members 
Mstep: Class 14 contains 144837 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 101773 members 
Mstep: Class 17 contains 46672 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 19421 members 
Mstep: Class 20 contains 12579 members 
Mstep: Class 21 contains 145576 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5536 members 
Mstep: Class 24 contains 3795 members 
Mstep: Class 25 contains 9978 members 
Mstep: Class 26 contains 10694 members 
Mstep: Class 27 contains 152277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102082552.000000 Penalty: 60205.453125
Iteration 303Q: 28 clusters Score -1.020826e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39171 members 
Mstep: Class 3 contains 3314 members 
Mstep: Class 4 contains 4487 members 
Mstep: Class 5 contains 13386 members 
Mstep: Class 6 contains 18086 members 
Mstep: Class 7 contains 15229 members 
Mstep: Class 8 contains 84674 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6429 members 
Mstep: Class 14 contains 144844 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 102096 members 
Mstep: Class 17 contains 46692 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 18718 members 
Mstep: Class 20 contains 12580 members 
Mstep: Class 21 contains 145575 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5530 members 
Mstep: Class 24 contains 3794 members 
Mstep: Class 25 contains 10004 members 
Mstep: Class 26 contains 10698 members 
Mstep: Class 27 contains 152624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102082056.000000 Penalty: 60205.453125
Iteration 304Q: 28 clusters Score -1.020821e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39166 members 
Mstep: Class 3 contains 3310 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 13342 members 
Mstep: Class 6 contains 18085 members 
Mstep: Class 7 contains 15256 members 
Mstep: Class 8 contains 84686 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 47182 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 144855 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 102408 members 
Mstep: Class 17 contains 46723 members 
Mstep: Class 18 contains 10546 members 
Mstep: Class 19 contains 18037 members 
Mstep: Class 20 contains 12579 members 
Mstep: Class 21 contains 145580 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 3794 members 
Mstep: Class 25 contains 10026 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 152947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102081520.000000 Penalty: 60205.453125
Iteration 305Q: 28 clusters Score -1.020815e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39162 members 
Mstep: Class 3 contains 3309 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 13302 members 
Mstep: Class 6 contains 18085 members 
Mstep: Class 7 contains 15282 members 
Mstep: Class 8 contains 84701 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 47179 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 144862 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 102688 members 
Mstep: Class 17 contains 46783 members 
Mstep: Class 18 contains 10544 members 
Mstep: Class 19 contains 17392 members 
Mstep: Class 20 contains 12580 members 
Mstep: Class 21 contains 145585 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5520 members 
Mstep: Class 24 contains 3787 members 
Mstep: Class 25 contains 10041 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 153241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102081192.000000 Penalty: 60205.453125
Iteration 306Q: 28 clusters Score -1.020812e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39158 members 
Mstep: Class 3 contains 3304 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 18085 members 
Mstep: Class 7 contains 15316 members 
Mstep: Class 8 contains 84697 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 47177 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 144870 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 102938 members 
Mstep: Class 17 contains 46880 members 
Mstep: Class 18 contains 10544 members 
Mstep: Class 19 contains 16789 members 
Mstep: Class 20 contains 12579 members 
Mstep: Class 21 contains 145589 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5512 members 
Mstep: Class 24 contains 3783 members 
Mstep: Class 25 contains 10051 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 153490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080864.000000 Penalty: 60205.453125
Iteration 307Q: 28 clusters Score -1.020809e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39156 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 13249 members 
Mstep: Class 6 contains 18085 members 
Mstep: Class 7 contains 15347 members 
Mstep: Class 8 contains 84701 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 47179 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 144885 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 103128 members 
Mstep: Class 17 contains 46977 members 
Mstep: Class 18 contains 10543 members 
Mstep: Class 19 contains 16200 members 
Mstep: Class 20 contains 12580 members 
Mstep: Class 21 contains 145584 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5509 members 
Mstep: Class 24 contains 3780 members 
Mstep: Class 25 contains 10062 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 153772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080832.000000 Penalty: 60205.453125
Iteration 308Q: 28 clusters Score -1.020808e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39154 members 
Mstep: Class 3 contains 3294 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 5 contains 13212 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15392 members 
Mstep: Class 8 contains 84699 members 
Mstep: Class 9 contains 3701 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 47177 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 144897 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 103280 members 
Mstep: Class 17 contains 47088 members 
Mstep: Class 18 contains 10541 members 
Mstep: Class 19 contains 15664 members 
Mstep: Class 20 contains 12580 members 
Mstep: Class 21 contains 145587 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5503 members 
Mstep: Class 24 contains 3778 members 
Mstep: Class 25 contains 10084 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 154019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080576.000000 Penalty: 60205.453125
Iteration 309Q: 28 clusters Score -1.020806e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39150 members 
Mstep: Class 3 contains 3287 members 
Mstep: Class 4 contains 4476 members 
Mstep: Class 5 contains 13186 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15426 members 
Mstep: Class 8 contains 84703 members 
Mstep: Class 9 contains 3701 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 47176 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6439 members 
Mstep: Class 14 contains 144905 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 103383 members 
Mstep: Class 17 contains 47231 members 
Mstep: Class 18 contains 10543 members 
Mstep: Class 19 contains 15128 members 
Mstep: Class 20 contains 12580 members 
Mstep: Class 21 contains 145589 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5502 members 
Mstep: Class 24 contains 3775 members 
Mstep: Class 25 contains 10094 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 154282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080080.000000 Penalty: 60205.453125
Iteration 310Q: 28 clusters Score -1.020801e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39149 members 
Mstep: Class 3 contains 3283 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 13149 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15447 members 
Mstep: Class 8 contains 84712 members 
Mstep: Class 9 contains 3700 members 
Mstep: Class 10 contains 964 members 
Mstep: Class 11 contains 47176 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 144907 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 103512 members 
Mstep: Class 17 contains 47391 members 
Mstep: Class 18 contains 10545 members 
Mstep: Class 19 contains 14597 members 
Mstep: Class 20 contains 12579 members 
Mstep: Class 21 contains 145588 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5499 members 
Mstep: Class 24 contains 3769 members 
Mstep: Class 25 contains 10104 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 154527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102079640.000000 Penalty: 60205.453125
Iteration 311Q: 28 clusters Score -1.020796e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39153 members 
Mstep: Class 3 contains 3275 members 
Mstep: Class 4 contains 4476 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15468 members 
Mstep: Class 8 contains 84719 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47174 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 144906 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 103576 members 
Mstep: Class 17 contains 47585 members 
Mstep: Class 18 contains 10545 members 
Mstep: Class 19 contains 14120 members 
Mstep: Class 20 contains 12580 members 
Mstep: Class 21 contains 145596 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5499 members 
Mstep: Class 24 contains 3771 members 
Mstep: Class 25 contains 10105 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 154739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102079440.000000 Penalty: 60205.453125
Iteration 312Q: 28 clusters Score -1.020794e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39155 members 
Mstep: Class 3 contains 3273 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 13117 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15494 members 
Mstep: Class 8 contains 84726 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47175 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6440 members 
Mstep: Class 14 contains 144903 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 103571 members 
Mstep: Class 17 contains 47764 members 
Mstep: Class 18 contains 10545 members 
Mstep: Class 19 contains 13676 members 
Mstep: Class 20 contains 12580 members 
Mstep: Class 21 contains 145592 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 3769 members 
Mstep: Class 25 contains 10110 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 154987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102079288.000000 Penalty: 60205.453125
Iteration 313Q: 28 clusters Score -1.020793e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39154 members 
Mstep: Class 3 contains 3276 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 13125 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15503 members 
Mstep: Class 8 contains 84731 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47174 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6433 members 
Mstep: Class 14 contains 144905 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 103532 members 
Mstep: Class 17 contains 47935 members 
Mstep: Class 18 contains 10543 members 
Mstep: Class 19 contains 13251 members 
Mstep: Class 20 contains 12580 members 
Mstep: Class 21 contains 145592 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5500 members 
Mstep: Class 24 contains 3769 members 
Mstep: Class 25 contains 10112 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 155264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102079128.000000 Penalty: 60205.453125
Iteration 314Q: 28 clusters Score -1.020791e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39153 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 13136 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15525 members 
Mstep: Class 8 contains 84731 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47173 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 144912 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 103472 members 
Mstep: Class 17 contains 48130 members 
Mstep: Class 18 contains 10541 members 
Mstep: Class 19 contains 12841 members 
Mstep: Class 20 contains 12580 members 
Mstep: Class 21 contains 145595 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5498 members 
Mstep: Class 24 contains 3768 members 
Mstep: Class 25 contains 10109 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 155508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102078616.000000 Penalty: 60205.453125
Iteration 315Q: 28 clusters Score -1.020786e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39152 members 
Mstep: Class 3 contains 3281 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 5 contains 13160 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15544 members 
Mstep: Class 8 contains 84739 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47171 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 144911 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 103367 members 
Mstep: Class 17 contains 48334 members 
Mstep: Class 18 contains 10537 members 
Mstep: Class 19 contains 12410 members 
Mstep: Class 20 contains 12580 members 
Mstep: Class 21 contains 145597 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5496 members 
Mstep: Class 24 contains 3768 members 
Mstep: Class 25 contains 10112 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 155790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102078376.000000 Penalty: 60205.453125
Iteration 316Q: 28 clusters Score -1.020784e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39152 members 
Mstep: Class 3 contains 3282 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 5 contains 13182 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15571 members 
Mstep: Class 8 contains 84740 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47171 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 144909 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 103261 members 
Mstep: Class 17 contains 48553 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 11967 members 
Mstep: Class 20 contains 12581 members 
Mstep: Class 21 contains 145598 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 3768 members 
Mstep: Class 25 contains 10117 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 156066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102078176.000000 Penalty: 60205.453125
Iteration 317Q: 28 clusters Score -1.020782e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39152 members 
Mstep: Class 3 contains 3282 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 13209 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15599 members 
Mstep: Class 8 contains 84745 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 47171 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 144914 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 103134 members 
Mstep: Class 17 contains 48755 members 
Mstep: Class 18 contains 10535 members 
Mstep: Class 19 contains 11572 members 
Mstep: Class 20 contains 12581 members 
Mstep: Class 21 contains 145595 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5498 members 
Mstep: Class 24 contains 3764 members 
Mstep: Class 25 contains 10120 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 156328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102077808.000000 Penalty: 60205.453125
Iteration 318Q: 28 clusters Score -1.020778e+08 nChanged 1318
Entering ConstructFrom: 
Score: -102077808.000000 Penalty: 60205.453125
Entering ConstructFrom: 
Trying to split cluster 1 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -297809.281250 Penalty: 1272.056152
	Iteration 0F: 2 clusters Score -297809.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -295372.593750 Penalty: 2544.112305
	Iteration 0F: 3 clusters Score -295372.6 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -295847.843750 Penalty: 2544.112305
	Iteration 1F: 3 clusters Score -295847.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -295974.968750 Penalty: 2544.112305
	Iteration 2F: 3 clusters Score -295975 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -296060.093750 Penalty: 2544.112305
	Iteration 3F: 3 clusters Score -296060.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -296109.812500 Penalty: 2544.112305
	Iteration 4Q: 3 clusters Score -296109.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -296147.687500 Penalty: 2544.112305
	Iteration 5Q: 3 clusters Score -296147.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -296176.375000 Penalty: 2544.112305
	Iteration 6Q: 3 clusters Score -296176.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -296202.406250 Penalty: 2544.112305
	Iteration 7Q: 3 clusters Score -296202.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -296221.437500 Penalty: 2544.112305
	Iteration 8Q: 3 clusters Score -296221.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -296237.687500 Penalty: 2544.112305
	Iteration 9Q: 3 clusters Score -296237.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -296249.031250 Penalty: 2544.112305
	Iteration 10Q: 3 clusters Score -296249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -296256.156250 Penalty: 2544.112305
	Iteration 11Q: 3 clusters Score -296256.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -296264.312500 Penalty: 2544.112305
	Iteration 12Q: 3 clusters Score -296264.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -296271.843750 Penalty: 2544.112305
	Iteration 13Q: 3 clusters Score -296271.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -296282.468750 Penalty: 2544.112305
	Iteration 14Q: 3 clusters Score -296282.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -296296.250000 Penalty: 2544.112305
	Iteration 15Q: 3 clusters Score -296296.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -296313.875000 Penalty: 2544.112305
	Iteration 16Q: 3 clusters Score -296313.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -296334.968750 Penalty: 2544.112305
	Iteration 17Q: 3 clusters Score -296335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -296354.531250 Penalty: 2544.112305
	Iteration 18Q: 3 clusters Score -296354.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -296373.343750 Penalty: 2544.112305
	Iteration 19Q: 3 clusters Score -296373.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -296392.000000 Penalty: 2544.112305
	Iteration 20F: 3 clusters Score -296392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -296409.625000 Penalty: 2544.112305
	Iteration 21Q: 3 clusters Score -296409.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -296423.656250 Penalty: 2544.112305
	Iteration 22Q: 3 clusters Score -296423.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -296432.468750 Penalty: 2544.112305
	Iteration 23Q: 3 clusters Score -296432.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -296443.062500 Penalty: 2544.112305
	Iteration 24Q: 3 clusters Score -296443.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -296451.906250 Penalty: 2544.112305
	Iteration 25Q: 3 clusters Score -296451.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -296460.781250 Penalty: 2544.112305
	Iteration 26Q: 3 clusters Score -296460.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -296468.718750 Penalty: 2544.112305
	Iteration 27Q: 3 clusters Score -296468.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -296479.843750 Penalty: 2544.112305
	Iteration 28Q: 3 clusters Score -296479.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -296496.781250 Penalty: 2544.112305
	Iteration 29Q: 3 clusters Score -296496.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -296511.031250 Penalty: 2544.112305
	Iteration 30Q: 3 clusters Score -296511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -296525.312500 Penalty: 2544.112305
	Iteration 31Q: 3 clusters Score -296525.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -296536.625000 Penalty: 2544.112305
	Iteration 32Q: 3 clusters Score -296536.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -296546.531250 Penalty: 2544.112305
	Iteration 33Q: 3 clusters Score -296546.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -296554.875000 Penalty: 2544.112305
	Iteration 34Q: 3 clusters Score -296554.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -296564.875000 Penalty: 2544.112305
	Iteration 35Q: 3 clusters Score -296564.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -296571.531250 Penalty: 2544.112305
	Iteration 36Q: 3 clusters Score -296571.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -296581.125000 Penalty: 2544.112305
	Iteration 37Q: 3 clusters Score -296581.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -296587.687500 Penalty: 2544.112305
	Iteration 38Q: 3 clusters Score -296587.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -296595.875000 Penalty: 2544.112305
	Iteration 39Q: 3 clusters Score -296595.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -296607.906250 Penalty: 2544.112305
	Iteration 40F: 3 clusters Score -296607.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -296615.250000 Penalty: 2544.112305
	Iteration 41Q: 3 clusters Score -296615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -296618.625000 Penalty: 2544.112305
	Iteration 42Q: 3 clusters Score -296618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -296620.281250 Penalty: 2544.112305
	Iteration 43Q: 3 clusters Score -296620.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -296622.812500 Penalty: 2544.112305
	Iteration 44Q: 3 clusters Score -296622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -296627.468750 Penalty: 2544.112305
	Iteration 45Q: 3 clusters Score -296627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -296630.093750 Penalty: 2544.112305
	Iteration 46Q: 3 clusters Score -296630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -296631.375000 Penalty: 2544.112305
	Iteration 47Q: 3 clusters Score -296631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -296632.937500 Penalty: 2544.112305
	Iteration 48Q: 3 clusters Score -296632.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -296637.312500 Penalty: 2544.112305
	Iteration 49Q: 3 clusters Score -296637.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -296643.218750 Penalty: 2544.112305
	Iteration 50Q: 3 clusters Score -296643.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -296648.031250 Penalty: 2544.112305
	Iteration 51Q: 3 clusters Score -296648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -296649.812500 Penalty: 2544.112305
	Iteration 52Q: 3 clusters Score -296649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -296651.562500 Penalty: 2544.112305
	Iteration 53Q: 3 clusters Score -296651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -296652.406250 Penalty: 2544.112305
	Iteration 54Q: 3 clusters Score -296652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -296652.968750 Penalty: 2544.112305
	Iteration 55Q: 3 clusters Score -296653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -296653.812500 Penalty: 2544.112305
	Iteration 56Q: 3 clusters Score -296653.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -296653.812500 Penalty: 2544.112305
	Iteration 57F: 3 clusters Score -296653.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Entering Unmasked Estep 
Score: -4334391.500000 Penalty: 1718.462769
	Iteration 0F: 2 clusters Score -4334392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -4308222.000000 Penalty: 3436.925537
	Iteration 0F: 3 clusters Score -4308222 nChanged 18158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -4318331.500000 Penalty: 3436.925537
	Iteration 1F: 3 clusters Score -4318332 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -4318809.500000 Penalty: 3436.925537
	Iteration 2Q: 3 clusters Score -4318810 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -4319392.000000 Penalty: 3436.925537
	Iteration 3Q: 3 clusters Score -4319392 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -4320191.000000 Penalty: 3436.925537
	Iteration 4Q: 3 clusters Score -4320191 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -4321386.500000 Penalty: 3436.925537
	Iteration 5F: 3 clusters Score -4321386 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -4323077.500000 Penalty: 3436.925537
	Iteration 6F: 3 clusters Score -4323078 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -4325055.000000 Penalty: 3436.925537
	Iteration 7F: 3 clusters Score -4325055 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4327073.500000 Penalty: 3436.925537
	Iteration 8F: 3 clusters Score -4327074 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -4329021.500000 Penalty: 3436.925537
	Iteration 9F: 3 clusters Score -4329022 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -4330628.000000 Penalty: 3436.925537
	Iteration 10Q: 3 clusters Score -4330628 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -4331784.000000 Penalty: 3436.925537
	Iteration 11Q: 3 clusters Score -4331784 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -4332471.000000 Penalty: 3436.925537
	Iteration 12Q: 3 clusters Score -4332471 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -4332835.500000 Penalty: 3436.925537
	Iteration 13Q: 3 clusters Score -4332836 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -4333050.000000 Penalty: 3436.925537
	Iteration 14Q: 3 clusters Score -4333050 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -4333162.500000 Penalty: 3436.925537
	Iteration 15Q: 3 clusters Score -4333162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -4333215.000000 Penalty: 3436.925537
	Iteration 16Q: 3 clusters Score -4333215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -4333240.000000 Penalty: 3436.925537
	Iteration 17Q: 3 clusters Score -4333240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -4333267.000000 Penalty: 3436.925537
	Iteration 18Q: 3 clusters Score -4333267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -4333277.000000 Penalty: 3436.925537
	Iteration 19Q: 3 clusters Score -4333277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -4333294.500000 Penalty: 3436.925537
	Iteration 20F: 3 clusters Score -4333294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -4333308.000000 Penalty: 3436.925537
	Iteration 21Q: 3 clusters Score -4333308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -4333319.500000 Penalty: 3436.925537
	Iteration 22Q: 3 clusters Score -4333320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -4333327.000000 Penalty: 3436.925537
	Iteration 23Q: 3 clusters Score -4333327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -4333335.000000 Penalty: 3436.925537
	Iteration 24Q: 3 clusters Score -4333335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -4333352.500000 Penalty: 3436.925537
	Iteration 25Q: 3 clusters Score -4333352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -4333365.000000 Penalty: 3436.925537
	Iteration 26Q: 3 clusters Score -4333365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -4333380.500000 Penalty: 3436.925537
	Iteration 27Q: 3 clusters Score -4333380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -4333400.000000 Penalty: 3436.925537
	Iteration 28Q: 3 clusters Score -4333400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -4333402.000000 Penalty: 3436.925537
	Iteration 29Q: 3 clusters Score -4333402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -4333408.500000 Penalty: 3436.925537
	Iteration 30Q: 3 clusters Score -4333408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -4333411.000000 Penalty: 3436.925537
	Iteration 31Q: 3 clusters Score -4333411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -4333412.000000 Penalty: 3436.925537
	Iteration 32Q: 3 clusters Score -4333412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -4333412.000000 Penalty: 3436.925537
	Iteration 33F: 3 clusters Score -4333412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Entering Unmasked Estep 
Score: -355206.656250 Penalty: 1315.782349
	Iteration 0F: 2 clusters Score -355206.7 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 1675 members 
Entering Unmasked Estep 
Score: -352329.812500 Penalty: 2631.564697
	Iteration 0F: 3 clusters Score -352329.8 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -353127.375000 Penalty: 2631.564697
	Iteration 1F: 3 clusters Score -353127.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -353333.468750 Penalty: 2631.564697
	Iteration 2F: 3 clusters Score -353333.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -353503.375000 Penalty: 2631.564697
	Iteration 3F: 3 clusters Score -353503.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -353705.062500 Penalty: 2631.564697
	Iteration 4F: 3 clusters Score -353705.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -353916.125000 Penalty: 2631.564697
	Iteration 5F: 3 clusters Score -353916.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -354189.343750 Penalty: 2631.564697
	Iteration 6F: 3 clusters Score -354189.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -354440.781250 Penalty: 2631.564697
	Iteration 7F: 3 clusters Score -354440.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -354626.312500 Penalty: 2631.564697
	Iteration 8F: 3 clusters Score -354626.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -354730.437500 Penalty: 2631.564697
	Iteration 9Q: 3 clusters Score -354730.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -354799.625000 Penalty: 2631.564697
	Iteration 10Q: 3 clusters Score -354799.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -354859.750000 Penalty: 2631.564697
	Iteration 11Q: 3 clusters Score -354859.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -354912.875000 Penalty: 2631.564697
	Iteration 12Q: 3 clusters Score -354912.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -354964.281250 Penalty: 2631.564697
	Iteration 13Q: 3 clusters Score -354964.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -354993.437500 Penalty: 2631.564697
	Iteration 14Q: 3 clusters Score -354993.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -355012.468750 Penalty: 2631.564697
	Iteration 15Q: 3 clusters Score -355012.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -355022.656250 Penalty: 2631.564697
	Iteration 16Q: 3 clusters Score -355022.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -355029.375000 Penalty: 2631.564697
	Iteration 17Q: 3 clusters Score -355029.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -355033.250000 Penalty: 2631.564697
	Iteration 18Q: 3 clusters Score -355033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -355034.687500 Penalty: 2631.564697
	Iteration 19Q: 3 clusters Score -355034.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -355035.906250 Penalty: 2631.564697
	Iteration 20F: 3 clusters Score -355035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -355036.906250 Penalty: 2631.564697
	Iteration 21Q: 3 clusters Score -355036.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -355037.375000 Penalty: 2631.564697
	Iteration 22Q: 3 clusters Score -355037.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -355037.218750 Penalty: 2631.564697
	Iteration 23Q: 3 clusters Score -355037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -355037.218750 Penalty: 2631.564697
	Iteration 24F: 3 clusters Score -355037.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Entering Unmasked Estep 
Score: -510662.562500 Penalty: 1365.690308
	Iteration 0F: 2 clusters Score -510662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -506988.843750 Penalty: 2731.380615
	Iteration 0F: 3 clusters Score -506988.8 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -508054.093750 Penalty: 2731.380615
	Iteration 1F: 3 clusters Score -508054.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -508219.625000 Penalty: 2731.380615
	Iteration 2F: 3 clusters Score -508219.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -508352.562500 Penalty: 2731.380615
	Iteration 3F: 3 clusters Score -508352.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -508444.500000 Penalty: 2731.380615
	Iteration 4Q: 3 clusters Score -508444.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -508524.000000 Penalty: 2731.380615
	Iteration 5Q: 3 clusters Score -508524 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -508605.593750 Penalty: 2731.380615
	Iteration 6Q: 3 clusters Score -508605.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -508702.437500 Penalty: 2731.380615
	Iteration 7Q: 3 clusters Score -508702.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -508811.593750 Penalty: 2731.380615
	Iteration 8Q: 3 clusters Score -508811.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -508924.937500 Penalty: 2731.380615
	Iteration 9Q: 3 clusters Score -508924.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -509013.093750 Penalty: 2731.380615
	Iteration 10Q: 3 clusters Score -509013.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -509077.718750 Penalty: 2731.380615
	Iteration 11Q: 3 clusters Score -509077.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -509138.468750 Penalty: 2731.380615
	Iteration 12Q: 3 clusters Score -509138.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -509199.156250 Penalty: 2731.380615
	Iteration 13Q: 3 clusters Score -509199.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -509244.781250 Penalty: 2731.380615
	Iteration 14Q: 3 clusters Score -509244.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -509283.906250 Penalty: 2731.380615
	Iteration 15Q: 3 clusters Score -509283.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -509311.000000 Penalty: 2731.380615
	Iteration 16Q: 3 clusters Score -509311 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -509332.187500 Penalty: 2731.380615
	Iteration 17Q: 3 clusters Score -509332.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -509344.125000 Penalty: 2731.380615
	Iteration 18Q: 3 clusters Score -509344.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -509353.343750 Penalty: 2731.380615
	Iteration 19Q: 3 clusters Score -509353.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -509363.093750 Penalty: 2731.380615
	Iteration 20F: 3 clusters Score -509363.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -509374.375000 Penalty: 2731.380615
	Iteration 21Q: 3 clusters Score -509374.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -509380.937500 Penalty: 2731.380615
	Iteration 22Q: 3 clusters Score -509380.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -509384.781250 Penalty: 2731.380615
	Iteration 23Q: 3 clusters Score -509384.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -509388.375000 Penalty: 2731.380615
	Iteration 24Q: 3 clusters Score -509388.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -509390.281250 Penalty: 2731.380615
	Iteration 25Q: 3 clusters Score -509390.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -509391.968750 Penalty: 2731.380615
	Iteration 26Q: 3 clusters Score -509392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -509393.656250 Penalty: 2731.380615
	Iteration 27Q: 3 clusters Score -509393.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -509394.093750 Penalty: 2731.380615
	Iteration 28Q: 3 clusters Score -509394.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -509394.937500 Penalty: 2731.380615
	Iteration 29Q: 3 clusters Score -509394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -509396.562500 Penalty: 2731.380615
	Iteration 30Q: 3 clusters Score -509396.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -509399.000000 Penalty: 2731.380615
	Iteration 31Q: 3 clusters Score -509399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -509400.000000 Penalty: 2731.380615
	Iteration 32Q: 3 clusters Score -509400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -509401.437500 Penalty: 2731.380615
	Iteration 33Q: 3 clusters Score -509401.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -509403.156250 Penalty: 2731.380615
	Iteration 34Q: 3 clusters Score -509403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -509403.468750 Penalty: 2731.380615
	Iteration 35Q: 3 clusters Score -509403.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -509404.781250 Penalty: 2731.380615
	Iteration 36Q: 3 clusters Score -509404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -509404.781250 Penalty: 2731.380615
	Iteration 37F: 3 clusters Score -509404.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Entering Unmasked Estep 
Score: -1545068.000000 Penalty: 1542.262573
	Iteration 0F: 2 clusters Score -1545068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1535829.750000 Penalty: 3084.525146
	Iteration 0F: 3 clusters Score -1535830 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1538946.875000 Penalty: 3084.525146
	Iteration 1F: 3 clusters Score -1538947 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1539211.000000 Penalty: 3084.525146
	Iteration 2F: 3 clusters Score -1539211 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1539439.750000 Penalty: 3084.525146
	Iteration 3Q: 3 clusters Score -1539440 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1539701.875000 Penalty: 3084.525146
	Iteration 4Q: 3 clusters Score -1539702 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1540019.000000 Penalty: 3084.525146
	Iteration 5Q: 3 clusters Score -1540019 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1540510.875000 Penalty: 3084.525146
	Iteration 6F: 3 clusters Score -1540511 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1541184.000000 Penalty: 3084.525146
	Iteration 7F: 3 clusters Score -1541184 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1541961.875000 Penalty: 3084.525146
	Iteration 8F: 3 clusters Score -1541962 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1542668.250000 Penalty: 3084.525146
	Iteration 9F: 3 clusters Score -1542668 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1543163.875000 Penalty: 3084.525146
	Iteration 10Q: 3 clusters Score -1543164 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1543446.000000 Penalty: 3084.525146
	Iteration 11Q: 3 clusters Score -1543446 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1543558.500000 Penalty: 3084.525146
	Iteration 12Q: 3 clusters Score -1543558 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1543622.500000 Penalty: 3084.525146
	Iteration 13Q: 3 clusters Score -1543622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1543652.500000 Penalty: 3084.525146
	Iteration 14Q: 3 clusters Score -1543652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1543673.500000 Penalty: 3084.525146
	Iteration 15Q: 3 clusters Score -1543674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1543696.500000 Penalty: 3084.525146
	Iteration 16Q: 3 clusters Score -1543696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1543709.875000 Penalty: 3084.525146
	Iteration 17Q: 3 clusters Score -1543710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1543718.500000 Penalty: 3084.525146
	Iteration 18Q: 3 clusters Score -1543718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1543721.625000 Penalty: 3084.525146
	Iteration 19Q: 3 clusters Score -1543722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1543725.375000 Penalty: 3084.525146
	Iteration 20F: 3 clusters Score -1543725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Entering Unmasked Estep 
Score: -2086837.625000 Penalty: 1592.898315
	Iteration 0F: 2 clusters Score -2086838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2074554.250000 Penalty: 3185.796631
	Iteration 0F: 3 clusters Score -2074554 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2078848.500000 Penalty: 3185.796631
	Iteration 1F: 3 clusters Score -2078848 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2079310.500000 Penalty: 3185.796631
	Iteration 2F: 3 clusters Score -2079310 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2079869.125000 Penalty: 3185.796631
	Iteration 3F: 3 clusters Score -2079869 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2080536.625000 Penalty: 3185.796631
	Iteration 4F: 3 clusters Score -2080537 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2081275.375000 Penalty: 3185.796631
	Iteration 5F: 3 clusters Score -2081275 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2082098.875000 Penalty: 3185.796631
	Iteration 6F: 3 clusters Score -2082099 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2082883.125000 Penalty: 3185.796631
	Iteration 7F: 3 clusters Score -2082883 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2083496.500000 Penalty: 3185.796631
	Iteration 8Q: 3 clusters Score -2083496 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2083920.875000 Penalty: 3185.796631
	Iteration 9Q: 3 clusters Score -2083921 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2084173.750000 Penalty: 3185.796631
	Iteration 10Q: 3 clusters Score -2084174 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2084359.375000 Penalty: 3185.796631
	Iteration 11Q: 3 clusters Score -2084359 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2084475.000000 Penalty: 3185.796631
	Iteration 12Q: 3 clusters Score -2084475 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2084581.250000 Penalty: 3185.796631
	Iteration 13Q: 3 clusters Score -2084581 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2084683.250000 Penalty: 3185.796631
	Iteration 14Q: 3 clusters Score -2084683 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2084763.625000 Penalty: 3185.796631
	Iteration 15Q: 3 clusters Score -2084764 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2084842.500000 Penalty: 3185.796631
	Iteration 16Q: 3 clusters Score -2084842 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2084920.875000 Penalty: 3185.796631
	Iteration 17Q: 3 clusters Score -2084921 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2084995.375000 Penalty: 3185.796631
	Iteration 18Q: 3 clusters Score -2084995 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2085057.625000 Penalty: 3185.796631
	Iteration 19Q: 3 clusters Score -2085058 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2085104.125000 Penalty: 3185.796631
	Iteration 20F: 3 clusters Score -2085104 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2085154.750000 Penalty: 3185.796631
	Iteration 21Q: 3 clusters Score -2085155 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2085202.375000 Penalty: 3185.796631
	Iteration 22Q: 3 clusters Score -2085202 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2085238.000000 Penalty: 3185.796631
	Iteration 23Q: 3 clusters Score -2085238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2085279.875000 Penalty: 3185.796631
	Iteration 24Q: 3 clusters Score -2085280 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2085319.375000 Penalty: 3185.796631
	Iteration 25Q: 3 clusters Score -2085319 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2085348.000000 Penalty: 3185.796631
	Iteration 26Q: 3 clusters Score -2085348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2085368.750000 Penalty: 3185.796631
	Iteration 27Q: 3 clusters Score -2085369 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2085389.875000 Penalty: 3185.796631
	Iteration 28Q: 3 clusters Score -2085390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2085398.500000 Penalty: 3185.796631
	Iteration 29Q: 3 clusters Score -2085398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2085407.125000 Penalty: 3185.796631
	Iteration 30Q: 3 clusters Score -2085407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2085418.000000 Penalty: 3185.796631
	Iteration 31Q: 3 clusters Score -2085418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2085429.875000 Penalty: 3185.796631
	Iteration 32Q: 3 clusters Score -2085430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2085440.000000 Penalty: 3185.796631
	Iteration 33Q: 3 clusters Score -2085440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2085454.250000 Penalty: 3185.796631
	Iteration 34Q: 3 clusters Score -2085454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2085458.875000 Penalty: 3185.796631
	Iteration 35Q: 3 clusters Score -2085459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2085463.000000 Penalty: 3185.796631
	Iteration 36Q: 3 clusters Score -2085463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2085463.125000 Penalty: 3185.796631
	Iteration 37Q: 3 clusters Score -2085463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2085466.625000 Penalty: 3185.796631
	Iteration 38Q: 3 clusters Score -2085467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2085469.875000 Penalty: 3185.796631
	Iteration 39Q: 3 clusters Score -2085470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2085471.625000 Penalty: 3185.796631
	Iteration 40F: 3 clusters Score -2085472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2085475.375000 Penalty: 3185.796631
	Iteration 41Q: 3 clusters Score -2085475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2085475.875000 Penalty: 3185.796631
	Iteration 42Q: 3 clusters Score -2085476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2085479.500000 Penalty: 3185.796631
	Iteration 43Q: 3 clusters Score -2085480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2085480.250000 Penalty: 3185.796631
	Iteration 44Q: 3 clusters Score -2085480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2085487.250000 Penalty: 3185.796631
	Iteration 45Q: 3 clusters Score -2085487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2085488.625000 Penalty: 3185.796631
	Iteration 46Q: 3 clusters Score -2085489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2085492.125000 Penalty: 3185.796631
	Iteration 47Q: 3 clusters Score -2085492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2085494.500000 Penalty: 3185.796631
	Iteration 48Q: 3 clusters Score -2085494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2085497.000000 Penalty: 3185.796631
	Iteration 49Q: 3 clusters Score -2085497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2085502.375000 Penalty: 3185.796631
	Iteration 50Q: 3 clusters Score -2085502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2085506.000000 Penalty: 3185.796631
	Iteration 51Q: 3 clusters Score -2085506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2085509.250000 Penalty: 3185.796631
	Iteration 52Q: 3 clusters Score -2085509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2085511.500000 Penalty: 3185.796631
	Iteration 53Q: 3 clusters Score -2085512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2085516.250000 Penalty: 3185.796631
	Iteration 54Q: 3 clusters Score -2085516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2085522.375000 Penalty: 3185.796631
	Iteration 55Q: 3 clusters Score -2085522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2085522.125000 Penalty: 3185.796631
	Iteration 56Q: 3 clusters Score -2085522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2085523.375000 Penalty: 3185.796631
	Iteration 57Q: 3 clusters Score -2085523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2085525.500000 Penalty: 3185.796631
	Iteration 58Q: 3 clusters Score -2085526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2085526.250000 Penalty: 3185.796631
	Iteration 59Q: 3 clusters Score -2085526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2085528.375000 Penalty: 3185.796631
	Iteration 60F: 3 clusters Score -2085528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2085532.625000 Penalty: 3185.796631
	Iteration 61Q: 3 clusters Score -2085533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2085532.625000 Penalty: 3185.796631
	Iteration 62F: 3 clusters Score -2085533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Entering Unmasked Estep 
Score: -1730569.125000 Penalty: 1569.118774
	Iteration 0F: 2 clusters Score -1730569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1719830.375000 Penalty: 3138.237549
	Iteration 0F: 3 clusters Score -1719830 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1723468.750000 Penalty: 3138.237549
	Iteration 1F: 3 clusters Score -1723469 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1723704.375000 Penalty: 3138.237549
	Iteration 2Q: 3 clusters Score -1723704 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1723914.625000 Penalty: 3138.237549
	Iteration 3Q: 3 clusters Score -1723915 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1724130.875000 Penalty: 3138.237549
	Iteration 4Q: 3 clusters Score -1724131 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1724399.625000 Penalty: 3138.237549
	Iteration 5Q: 3 clusters Score -1724400 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1724842.750000 Penalty: 3138.237549
	Iteration 6F: 3 clusters Score -1724843 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1725553.625000 Penalty: 3138.237549
	Iteration 7F: 3 clusters Score -1725554 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1726605.250000 Penalty: 3138.237549
	Iteration 8F: 3 clusters Score -1726605 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1727899.500000 Penalty: 3138.237549
	Iteration 9F: 3 clusters Score -1727900 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1728962.750000 Penalty: 3138.237549
	Iteration 10F: 3 clusters Score -1728963 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1729452.000000 Penalty: 3138.237549
	Iteration 11Q: 3 clusters Score -1729452 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1729646.375000 Penalty: 3138.237549
	Iteration 12Q: 3 clusters Score -1729646 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1729726.625000 Penalty: 3138.237549
	Iteration 13Q: 3 clusters Score -1729727 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1729776.625000 Penalty: 3138.237549
	Iteration 14Q: 3 clusters Score -1729777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1729788.875000 Penalty: 3138.237549
	Iteration 15Q: 3 clusters Score -1729789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1729796.250000 Penalty: 3138.237549
	Iteration 16Q: 3 clusters Score -1729796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1729800.625000 Penalty: 3138.237549
	Iteration 17Q: 3 clusters Score -1729801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1729804.875000 Penalty: 3138.237549
	Iteration 18Q: 3 clusters Score -1729805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1729805.250000 Penalty: 3138.237549
	Iteration 19Q: 3 clusters Score -1729805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1729805.250000 Penalty: 3138.237549
	Iteration 20F: 3 clusters Score -1729805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Entering Unmasked Estep 
Score: -9796381.000000 Penalty: 1843.956665
	Iteration 0F: 2 clusters Score -9796381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -9740244.000000 Penalty: 3687.913330
	Iteration 0F: 3 clusters Score -9740244 nChanged 40387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -9763291.000000 Penalty: 3687.913330
	Iteration 1F: 3 clusters Score -9763291 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -9763856.000000 Penalty: 3687.913330
	Iteration 2Q: 3 clusters Score -9763856 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -9764328.000000 Penalty: 3687.913330
	Iteration 3Q: 3 clusters Score -9764328 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -9764969.000000 Penalty: 3687.913330
	Iteration 4Q: 3 clusters Score -9764969 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -9765601.000000 Penalty: 3687.913330
	Iteration 5Q: 3 clusters Score -9765601 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -9766196.000000 Penalty: 3687.913330
	Iteration 6Q: 3 clusters Score -9766196 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -9766917.000000 Penalty: 3687.913330
	Iteration 7Q: 3 clusters Score -9766917 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -9767833.000000 Penalty: 3687.913330
	Iteration 8Q: 3 clusters Score -9767833 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -9768989.000000 Penalty: 3687.913330
	Iteration 9Q: 3 clusters Score -9768989 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 53092 members 
Entering Unmasked Estep 
Score: -9770766.000000 Penalty: 3687.913330
	Iteration 10Q: 3 clusters Score -9770766 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -9773521.000000 Penalty: 3687.913330
	Iteration 11F: 3 clusters Score -9773521 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -9777852.000000 Penalty: 3687.913330
	Iteration 12F: 3 clusters Score -9777852 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -9783301.000000 Penalty: 3687.913330
	Iteration 13F: 3 clusters Score -9783301 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 76840 members 
Entering Unmasked Estep 
Score: -9788541.000000 Penalty: 3687.913330
	Iteration 14F: 3 clusters Score -9788541 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 81090 members 
Entering Unmasked Estep 
Score: -9792058.000000 Penalty: 3687.913330
	Iteration 15F: 3 clusters Score -9792058 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 83206 members 
Entering Unmasked Estep 
Score: -9793643.000000 Penalty: 3687.913330
	Iteration 16Q: 3 clusters Score -9793643 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 84038 members 
Entering Unmasked Estep 
Score: -9794223.000000 Penalty: 3687.913330
	Iteration 17Q: 3 clusters Score -9794223 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 84336 members 
Entering Unmasked Estep 
Score: -9794506.000000 Penalty: 3687.913330
	Iteration 18Q: 3 clusters Score -9794506 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 84443 members 
Entering Unmasked Estep 
Score: -9794613.000000 Penalty: 3687.913330
	Iteration 19Q: 3 clusters Score -9794613 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
Score: -9794656.000000 Penalty: 3687.913330
	Iteration 20F: 3 clusters Score -9794656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 84509 members 
Entering Unmasked Estep 
Score: -9794677.000000 Penalty: 3687.913330
	Iteration 21Q: 3 clusters Score -9794677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 84520 members 
Entering Unmasked Estep 
Score: -9794701.000000 Penalty: 3687.913330
	Iteration 22Q: 3 clusters Score -9794701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 84529 members 
Entering Unmasked Estep 
Score: -9794717.000000 Penalty: 3687.913330
	Iteration 23Q: 3 clusters Score -9794717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -9794730.000000 Penalty: 3687.913330
	Iteration 24Q: 3 clusters Score -9794730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -9794740.000000 Penalty: 3687.913330
	Iteration 25Q: 3 clusters Score -9794740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 84547 members 
Entering Unmasked Estep 
Score: -9794748.000000 Penalty: 3687.913330
	Iteration 26Q: 3 clusters Score -9794748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 84548 members 
Entering Unmasked Estep 
Score: -9794749.000000 Penalty: 3687.913330
	Iteration 27Q: 3 clusters Score -9794749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 84547 members 
Entering Unmasked Estep 
Score: -9794750.000000 Penalty: 3687.913330
	Iteration 28Q: 3 clusters Score -9794750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 84547 members 
Entering Unmasked Estep 
Score: -9794750.000000 Penalty: 3687.913330
	Iteration 29F: 3 clusters Score -9794750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -396558.906250 Penalty: 1335.026489
	Iteration 0F: 2 clusters Score -396558.9 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 1878 members 
Entering Unmasked Estep 
Score: -393435.687500 Penalty: 2670.052979
	Iteration 0F: 3 clusters Score -393435.7 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -394381.843750 Penalty: 2670.052979
	Iteration 1F: 3 clusters Score -394381.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -394810.093750 Penalty: 2670.052979
	Iteration 2F: 3 clusters Score -394810.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -395213.687500 Penalty: 2670.052979
	Iteration 3F: 3 clusters Score -395213.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -395631.843750 Penalty: 2670.052979
	Iteration 4F: 3 clusters Score -395631.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -395964.656250 Penalty: 2670.052979
	Iteration 5F: 3 clusters Score -395964.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -396156.843750 Penalty: 2670.052979
	Iteration 6F: 3 clusters Score -396156.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -396270.406250 Penalty: 2670.052979
	Iteration 7Q: 3 clusters Score -396270.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -396350.406250 Penalty: 2670.052979
	Iteration 8Q: 3 clusters Score -396350.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -396381.687500 Penalty: 2670.052979
	Iteration 9Q: 3 clusters Score -396381.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -396407.343750 Penalty: 2670.052979
	Iteration 10Q: 3 clusters Score -396407.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -396424.687500 Penalty: 2670.052979
	Iteration 11Q: 3 clusters Score -396424.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -396436.250000 Penalty: 2670.052979
	Iteration 12Q: 3 clusters Score -396436.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -396442.718750 Penalty: 2670.052979
	Iteration 13Q: 3 clusters Score -396442.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -396450.125000 Penalty: 2670.052979
	Iteration 14Q: 3 clusters Score -396450.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -396454.593750 Penalty: 2670.052979
	Iteration 15Q: 3 clusters Score -396454.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -396456.718750 Penalty: 2670.052979
	Iteration 16Q: 3 clusters Score -396456.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -396457.343750 Penalty: 2670.052979
	Iteration 17Q: 3 clusters Score -396457.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -396458.656250 Penalty: 2670.052979
	Iteration 18Q: 3 clusters Score -396458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -396459.687500 Penalty: 2670.052979
	Iteration 19Q: 3 clusters Score -396459.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -396462.718750 Penalty: 2670.052979
	Iteration 20F: 3 clusters Score -396462.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -396464.781250 Penalty: 2670.052979
	Iteration 21Q: 3 clusters Score -396464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -396465.625000 Penalty: 2670.052979
	Iteration 22Q: 3 clusters Score -396465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -396465.906250 Penalty: 2670.052979
	Iteration 23Q: 3 clusters Score -396465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -396467.562500 Penalty: 2670.052979
	Iteration 24Q: 3 clusters Score -396467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -396467.562500 Penalty: 2670.052979
	Iteration 25F: 3 clusters Score -396467.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -98905.476562 Penalty: 1117.392944
	Iteration 0F: 2 clusters Score -98905.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -97510.804688 Penalty: 2234.785889
	Iteration 0F: 3 clusters Score -97510.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -97805.101562 Penalty: 2234.785889
	Iteration 1F: 3 clusters Score -97805.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -97903.679688 Penalty: 2234.785889
	Iteration 2F: 3 clusters Score -97903.68 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -97991.390625 Penalty: 2234.785889
	Iteration 3Q: 3 clusters Score -97991.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -98044.960938 Penalty: 2234.785889
	Iteration 4Q: 3 clusters Score -98044.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -98105.851562 Penalty: 2234.785889
	Iteration 5Q: 3 clusters Score -98105.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -98144.601562 Penalty: 2234.785889
	Iteration 6Q: 3 clusters Score -98144.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -98164.976562 Penalty: 2234.785889
	Iteration 7Q: 3 clusters Score -98164.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -98179.593750 Penalty: 2234.785889
	Iteration 8Q: 3 clusters Score -98179.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -98186.898438 Penalty: 2234.785889
	Iteration 9Q: 3 clusters Score -98186.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -98199.132812 Penalty: 2234.785889
	Iteration 10Q: 3 clusters Score -98199.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -98206.046875 Penalty: 2234.785889
	Iteration 11Q: 3 clusters Score -98206.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -98206.812500 Penalty: 2234.785889
	Iteration 12Q: 3 clusters Score -98206.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -98210.750000 Penalty: 2234.785889
	Iteration 13F: 3 clusters Score -98210.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -98231.664062 Penalty: 2234.785889
	Iteration 14Q: 3 clusters Score -98231.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -98241.906250 Penalty: 2234.785889
	Iteration 15Q: 3 clusters Score -98241.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -98247.671875 Penalty: 2234.785889
	Iteration 16Q: 3 clusters Score -98247.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -98248.421875 Penalty: 2234.785889
	Iteration 17Q: 3 clusters Score -98248.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -98249.484375 Penalty: 2234.785889
	Iteration 18Q: 3 clusters Score -98249.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -98249.484375 Penalty: 2234.785889
	Iteration 19F: 3 clusters Score -98249.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Entering Unmasked Estep 
Score: -5410510.500000 Penalty: 1748.749390
	Iteration 0F: 2 clusters Score -5410510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -5378818.000000 Penalty: 3497.498779
	Iteration 0F: 3 clusters Score -5378818 nChanged 22226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -5391265.000000 Penalty: 3497.498779
	Iteration 1F: 3 clusters Score -5391265 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -5391818.000000 Penalty: 3497.498779
	Iteration 2Q: 3 clusters Score -5391818 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -5392393.500000 Penalty: 3497.498779
	Iteration 3Q: 3 clusters Score -5392394 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -5393086.000000 Penalty: 3497.498779
	Iteration 4Q: 3 clusters Score -5393086 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -5393914.500000 Penalty: 3497.498779
	Iteration 5Q: 3 clusters Score -5393914 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -5394846.500000 Penalty: 3497.498779
	Iteration 6Q: 3 clusters Score -5394846 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -5395921.500000 Penalty: 3497.498779
	Iteration 7Q: 3 clusters Score -5395922 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -5397268.000000 Penalty: 3497.498779
	Iteration 8F: 3 clusters Score -5397268 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -5398903.000000 Penalty: 3497.498779
	Iteration 9F: 3 clusters Score -5398903 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -5400349.500000 Penalty: 3497.498779
	Iteration 10F: 3 clusters Score -5400350 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -5401445.000000 Penalty: 3497.498779
	Iteration 11Q: 3 clusters Score -5401445 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -5402018.500000 Penalty: 3497.498779
	Iteration 12Q: 3 clusters Score -5402018 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -5402367.500000 Penalty: 3497.498779
	Iteration 13Q: 3 clusters Score -5402368 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -5402584.000000 Penalty: 3497.498779
	Iteration 14Q: 3 clusters Score -5402584 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -5402732.500000 Penalty: 3497.498779
	Iteration 15Q: 3 clusters Score -5402732 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -5402803.000000 Penalty: 3497.498779
	Iteration 16Q: 3 clusters Score -5402803 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -5402878.000000 Penalty: 3497.498779
	Iteration 17Q: 3 clusters Score -5402878 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -5402969.000000 Penalty: 3497.498779
	Iteration 18Q: 3 clusters Score -5402969 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -5403046.000000 Penalty: 3497.498779
	Iteration 19Q: 3 clusters Score -5403046 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -5403141.000000 Penalty: 3497.498779
	Iteration 20F: 3 clusters Score -5403141 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -5403189.500000 Penalty: 3497.498779
	Iteration 21Q: 3 clusters Score -5403190 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5403291 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -5403304.500000 Penalty: 3497.498779
	Iteration 23Q: 3 clusters Score -5403304 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -5403355.500000 Penalty: 3497.498779
	Iteration 24Q: 3 clusters Score -5403356 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -5403415.500000 Penalty: 3497.498779
	Iteration 25Q: 3 clusters Score -5403416 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -5403454.000000 Penalty: 3497.498779
	Iteration 26Q: 3 clusters Score -5403454 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -5403510.500000 Penalty: 3497.498779
	Iteration 27Q: 3 clusters Score -5403510 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -5403569.000000 Penalty: 3497.498779
	Iteration 28Q: 3 clusters Score -5403569 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -5403578.000000 Penalty: 3497.498779
	Iteration 29Q: 3 clusters Score -5403578 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -5403580.500000 Penalty: 3497.498779
	Iteration 30Q: 3 clusters Score -5403580 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -5403625.500000 Penalty: 3497.498779
	Iteration 31Q: 3 clusters Score -5403626 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5403655 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -5403685.500000 Penalty: 3497.498779
	Iteration 33Q: 3 clusters Score -5403686 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5403709 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -5403736.500000 Penalty: 3497.498779
	Iteration 35Q: 3 clusters Score -5403736 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5403775 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -5403786.500000 Penalty: 3497.498779
	Iteration 37Q: 3 clusters Score -5403786 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -5403812.500000 Penalty: 3497.498779
	Iteration 38Q: 3 clusters Score -5403812 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -5403822.000000 Penalty: 3497.498779
	Iteration 39Q: 3 clusters Score -5403822 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -5403827.500000 Penalty: 3497.498779
	Iteration 40F: 3 clusters Score -5403828 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -5403836.000000 Penalty: 3497.498779
	Iteration 41Q: 3 clusters Score -5403836 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -5403848.000000 Penalty: 3497.498779
	Iteration 42Q: 3 clusters Score -5403848 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -5403864.000000 Penalty: 3497.498779
	Iteration 43Q: 3 clusters Score -5403864 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -5403889.500000 Penalty: 3497.498779
	Iteration 44Q: 3 clusters Score -5403890 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -5403884.500000 Penalty: 3497.498779
	Iteration 45Q: 3 clusters Score -5403884 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5403898 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -5403903.000000 Penalty: 3497.498779
	Iteration 47Q: 3 clusters Score -5403903 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -5403923.000000 Penalty: 3497.498779
	Iteration 48Q: 3 clusters Score -5403923 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -5403937.000000 Penalty: 3497.498779
	Iteration 49Q: 3 clusters Score -5403937 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -5403936.500000 Penalty: 3497.498779
	Iteration 50Q: 3 clusters Score -5403936 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -5403972.500000 Penalty: 3497.498779
	Iteration 51Q: 3 clusters Score -5403972 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -5404005.000000 Penalty: 3497.498779
	Iteration 52Q: 3 clusters Score -5404005 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -5404018.000000 Penalty: 3497.498779
	Iteration 53Q: 3 clusters Score -5404018 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -5404042.000000 Penalty: 3497.498779
	Iteration 54Q: 3 clusters Score -5404042 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5404067 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5404066 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5404075 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -5404136.500000 Penalty: 3497.498779
	Iteration 58Q: 3 clusters Score -5404136 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -5404158.500000 Penalty: 3497.498779
	Iteration 59Q: 3 clusters Score -5404158 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -5404182.500000 Penalty: 3497.498779
	Iteration 60F: 3 clusters Score -5404182 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -5404247.500000 Penalty: 3497.498779
	Iteration 61Q: 3 clusters Score -5404248 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -5404285.000000 Penalty: 3497.498779
	Iteration 62Q: 3 clusters Score -5404285 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -5404347.000000 Penalty: 3497.498779
	Iteration 63Q: 3 clusters Score -5404347 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -5404430.000000 Penalty: 3497.498779
	Iteration 64Q: 3 clusters Score -5404430 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -5404514.500000 Penalty: 3497.498779
	Iteration 65Q: 3 clusters Score -5404514 nChanged 439
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5404614 nChanged 463
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -5404732.000000 Penalty: 3497.498779
	Iteration 67Q: 3 clusters Score -5404732 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5404845 nChanged 457
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -5405003.500000 Penalty: 3497.498779
	Iteration 69Q: 3 clusters Score -5405004 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -5405118.000000 Penalty: 3497.498779
	Iteration 70Q: 3 clusters Score -5405118 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -5405238.500000 Penalty: 3497.498779
	Iteration 71Q: 3 clusters Score -5405238 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -5405390.500000 Penalty: 3497.498779
	Iteration 72Q: 3 clusters Score -5405390 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -5405536.500000 Penalty: 3497.498779
	Iteration 73Q: 3 clusters Score -5405536 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5405678 nChanged 515
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -5405844.500000 Penalty: 3497.498779
	Iteration 75Q: 3 clusters Score -5405844 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -5406029.500000 Penalty: 3497.498779
	Iteration 76Q: 3 clusters Score -5406030 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5406168 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -5406342.500000 Penalty: 3497.498779
	Iteration 78Q: 3 clusters Score -5406342 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -5406564.000000 Penalty: 3497.498779
	Iteration 79Q: 3 clusters Score -5406564 nChanged 541
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -5406786.500000 Penalty: 3497.498779
	Iteration 80F: 3 clusters Score -5406786 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -5406974.000000 Penalty: 3497.498779
	Iteration 81Q: 3 clusters Score -5406974 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -5407184.000000 Penalty: 3497.498779
	Iteration 82Q: 3 clusters Score -5407184 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -5407370.500000 Penalty: 3497.498779
	Iteration 83Q: 3 clusters Score -5407370 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -5407515.500000 Penalty: 3497.498779
	Iteration 84Q: 3 clusters Score -5407516 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -5407674.000000 Penalty: 3497.498779
	Iteration 85Q: 3 clusters Score -5407674 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -5407761.000000 Penalty: 3497.498779
	Iteration 86Q: 3 clusters Score -5407761 nChanged 316
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5407863 nChanged 292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5407973 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -5408052.000000 Penalty: 3497.498779
	Iteration 89Q: 3 clusters Score -5408052 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -5408100.000000 Penalty: 3497.498779
	Iteration 90Q: 3 clusters Score -5408100 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -5408191.500000 Penalty: 3497.498779
	Iteration 91Q: 3 clusters Score -5408192 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -5408262.500000 Penalty: 3497.498779
	Iteration 92Q: 3 clusters Score -5408262 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -5408330.500000 Penalty: 3497.498779
	Iteration 93Q: 3 clusters Score -5408330 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -5408403.500000 Penalty: 3497.498779
	Iteration 94Q: 3 clusters Score -5408404 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -5408456.000000 Penalty: 3497.498779
	Iteration 95Q: 3 clusters Score -5408456 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -5408505.500000 Penalty: 3497.498779
	Iteration 96Q: 3 clusters Score -5408506 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -5408538.500000 Penalty: 3497.498779
	Iteration 97Q: 3 clusters Score -5408538 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5408585 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -5408617.000000 Penalty: 3497.498779
	Iteration 99Q: 3 clusters Score -5408617 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -5408665.500000 Penalty: 3497.498779
	Iteration 100F: 3 clusters Score -5408666 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -5408692.500000 Penalty: 3497.498779
	Iteration 101Q: 3 clusters Score -5408692 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -5408713.000000 Penalty: 3497.498779
	Iteration 102Q: 3 clusters Score -5408713 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -5408737.000000 Penalty: 3497.498779
	Iteration 103Q: 3 clusters Score -5408737 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -5408763.500000 Penalty: 3497.498779
	Iteration 104Q: 3 clusters Score -5408764 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -5408793.000000 Penalty: 3497.498779
	Iteration 105Q: 3 clusters Score -5408793 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -5408805.000000 Penalty: 3497.498779
	Iteration 106Q: 3 clusters Score -5408805 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -5408816.000000 Penalty: 3497.498779
	Iteration 107Q: 3 clusters Score -5408816 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -5408847.500000 Penalty: 3497.498779
	Iteration 108Q: 3 clusters Score -5408848 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -5408873.500000 Penalty: 3497.498779
	Iteration 109Q: 3 clusters Score -5408874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -5408900.000000 Penalty: 3497.498779
	Iteration 110Q: 3 clusters Score -5408900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -5408911.000000 Penalty: 3497.498779
	Iteration 111Q: 3 clusters Score -5408911 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -5408932.000000 Penalty: 3497.498779
	Iteration 112Q: 3 clusters Score -5408932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -5408951.500000 Penalty: 3497.498779
	Iteration 113Q: 3 clusters Score -5408952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -5408956.500000 Penalty: 3497.498779
	Iteration 114Q: 3 clusters Score -5408956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -5408968.000000 Penalty: 3497.498779
	Iteration 115Q: 3 clusters Score -5408968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -5408984.500000 Penalty: 3497.498779
	Iteration 116Q: 3 clusters Score -5408984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -5408995.000000 Penalty: 3497.498779
	Iteration 117Q: 3 clusters Score -5408995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -5408997.000000 Penalty: 3497.498779
	Iteration 118Q: 3 clusters Score -5408997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -5409004.500000 Penalty: 3497.498779
	Iteration 119Q: 3 clusters Score -5409004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -5409012.500000 Penalty: 3497.498779
	Iteration 120F: 3 clusters Score -5409012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -5409020.000000 Penalty: 3497.498779
	Iteration 121Q: 3 clusters Score -5409020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -5409021.000000 Penalty: 3497.498779
	Iteration 122Q: 3 clusters Score -5409021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -5409021.500000 Penalty: 3497.498779
	Iteration 123Q: 3 clusters Score -5409022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -5409026.500000 Penalty: 3497.498779
	Iteration 124Q: 3 clusters Score -5409026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -5409030.500000 Penalty: 3497.498779
	Iteration 125Q: 3 clusters Score -5409030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -5409036.000000 Penalty: 3497.498779
	Iteration 126Q: 3 clusters Score -5409036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -5409039.500000 Penalty: 3497.498779
	Iteration 127Q: 3 clusters Score -5409040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -5409047.000000 Penalty: 3497.498779
	Iteration 128Q: 3 clusters Score -5409047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -5409057.500000 Penalty: 3497.498779
	Iteration 129Q: 3 clusters Score -5409058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -5409065.500000 Penalty: 3497.498779
	Iteration 130Q: 3 clusters Score -5409066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -5409069.500000 Penalty: 3497.498779
	Iteration 131Q: 3 clusters Score -5409070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -5409071.500000 Penalty: 3497.498779
	Iteration 132Q: 3 clusters Score -5409072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -5409073.000000 Penalty: 3497.498779
	Iteration 133Q: 3 clusters Score -5409073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -5409077.000000 Penalty: 3497.498779
	Iteration 134Q: 3 clusters Score -5409077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -5409081.000000 Penalty: 3497.498779
	Iteration 135Q: 3 clusters Score -5409081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -5409082.000000 Penalty: 3497.498779
	Iteration 136Q: 3 clusters Score -5409082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -5409087.500000 Penalty: 3497.498779
	Iteration 137Q: 3 clusters Score -5409088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -5409089.500000 Penalty: 3497.498779
	Iteration 138Q: 3 clusters Score -5409090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -5409088.000000 Penalty: 3497.498779
	Iteration 139Q: 3 clusters Score -5409088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -5409091.000000 Penalty: 3497.498779
	Iteration 140F: 3 clusters Score -5409091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -5409093.500000 Penalty: 3497.498779
	Iteration 141Q: 3 clusters Score -5409094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -5409097.000000 Penalty: 3497.498779
	Iteration 142Q: 3 clusters Score -5409097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -5409096.500000 Penalty: 3497.498779
	Iteration 143Q: 3 clusters Score -5409096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -5409096.500000 Penalty: 3497.498779
	Iteration 144F: 3 clusters Score -5409096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -42288.031250 Penalty: 986.119141
	Iteration 0F: 2 clusters Score -42288.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41320.585938 Penalty: 1972.238281
	Iteration 0F: 3 clusters Score -41320.59 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41563.507812 Penalty: 1972.238281
	Iteration 1F: 3 clusters Score -41563.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41652.070312 Penalty: 1972.238281
	Iteration 2F: 3 clusters Score -41652.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41725.019531 Penalty: 1972.238281
	Iteration 3Q: 3 clusters Score -41725.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41766.554688 Penalty: 1972.238281
	Iteration 4Q: 3 clusters Score -41766.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41783.488281 Penalty: 1972.238281
	Iteration 5Q: 3 clusters Score -41783.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41785.523438 Penalty: 1972.238281
	Iteration 6Q: 3 clusters Score -41785.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41790.339844 Penalty: 1972.238281
	Iteration 7Q: 3 clusters Score -41790.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41808.281250 Penalty: 1972.238281
	Iteration 8Q: 3 clusters Score -41808.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41815.441406 Penalty: 1972.238281
	Iteration 9Q: 3 clusters Score -41815.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41821.601562 Penalty: 1972.238281
	Iteration 10Q: 3 clusters Score -41821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41823.632812 Penalty: 1972.238281
	Iteration 11Q: 3 clusters Score -41823.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41828.789062 Penalty: 1972.238281
	Iteration 12Q: 3 clusters Score -41828.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41829.531250 Penalty: 1972.238281
	Iteration 13Q: 3 clusters Score -41829.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41834.121094 Penalty: 1972.238281
	Iteration 14Q: 3 clusters Score -41834.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41834.121094 Penalty: 1972.238281
	Iteration 15F: 3 clusters Score -41834.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Entering Unmasked Estep 
Score: -743387.062500 Penalty: 1424.918701
	Iteration 0F: 2 clusters Score -743387.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -738494.125000 Penalty: 2849.837402
	Iteration 0F: 3 clusters Score -738494.1 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -740000.312500 Penalty: 2849.837402
	Iteration 1F: 3 clusters Score -740000.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -740332.000000 Penalty: 2849.837402
	Iteration 2F: 3 clusters Score -740332 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -740605.375000 Penalty: 2849.837402
	Iteration 3F: 3 clusters Score -740605.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -740857.812500 Penalty: 2849.837402
	Iteration 4F: 3 clusters Score -740857.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -741146.875000 Penalty: 2849.837402
	Iteration 5F: 3 clusters Score -741146.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -741425.625000 Penalty: 2849.837402
	Iteration 6F: 3 clusters Score -741425.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -741734.875000 Penalty: 2849.837402
	Iteration 7F: 3 clusters Score -741734.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -742019.375000 Penalty: 2849.837402
	Iteration 8F: 3 clusters Score -742019.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -742193.375000 Penalty: 2849.837402
	Iteration 9Q: 3 clusters Score -742193.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -742306.250000 Penalty: 2849.837402
	Iteration 10Q: 3 clusters Score -742306.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -742383.187500 Penalty: 2849.837402
	Iteration 11Q: 3 clusters Score -742383.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -742427.500000 Penalty: 2849.837402
	Iteration 12Q: 3 clusters Score -742427.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -742459.062500 Penalty: 2849.837402
	Iteration 13Q: 3 clusters Score -742459.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -742476.625000 Penalty: 2849.837402
	Iteration 14Q: 3 clusters Score -742476.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -742485.000000 Penalty: 2849.837402
	Iteration 15Q: 3 clusters Score -742485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -742489.937500 Penalty: 2849.837402
	Iteration 16Q: 3 clusters Score -742489.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -742495.250000 Penalty: 2849.837402
	Iteration 17Q: 3 clusters Score -742495.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -742495.125000 Penalty: 2849.837402
	Iteration 18Q: 3 clusters Score -742495.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -742497.375000 Penalty: 2849.837402
	Iteration 19Q: 3 clusters Score -742497.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -742504.000000 Penalty: 2849.837402
	Iteration 20F: 3 clusters Score -742504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -742502.750000 Penalty: 2849.837402
	Iteration 21Q: 3 clusters Score -742502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -742503.000000 Penalty: 2849.837402
	Iteration 22Q: 3 clusters Score -742503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -742503.375000 Penalty: 2849.837402
	Iteration 23Q: 3 clusters Score -742503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -742504.812500 Penalty: 2849.837402
	Iteration 24Q: 3 clusters Score -742504.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -742504.812500 Penalty: 2849.837402
	Iteration 25Q: 3 clusters Score -742504.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -742506.937500 Penalty: 2849.837402
	Iteration 26Q: 3 clusters Score -742506.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -742508.187500 Penalty: 2849.837402
	Iteration 27Q: 3 clusters Score -742508.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -742509.187500 Penalty: 2849.837402
	Iteration 28Q: 3 clusters Score -742509.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -742509.687500 Penalty: 2849.837402
	Iteration 29Q: 3 clusters Score -742509.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -742516.125000 Penalty: 2849.837402
	Iteration 30Q: 3 clusters Score -742516.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -742516.187500 Penalty: 2849.837402
	Iteration 31Q: 3 clusters Score -742516.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -742517.875000 Penalty: 2849.837402
	Iteration 32Q: 3 clusters Score -742517.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -742520.562500 Penalty: 2849.837402
	Iteration 33Q: 3 clusters Score -742520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -742520.687500 Penalty: 2849.837402
	Iteration 34Q: 3 clusters Score -742520.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -742521.125000 Penalty: 2849.837402
	Iteration 35Q: 3 clusters Score -742521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -742521.687500 Penalty: 2849.837402
	Iteration 36Q: 3 clusters Score -742521.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -742521.750000 Penalty: 2849.837402
	Iteration 37Q: 3 clusters Score -742521.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -742521.750000 Penalty: 2849.837402
	Iteration 38F: 3 clusters Score -742521.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (144916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144916 members 
Entering Unmasked Estep 
Score: -16382769.000000 Penalty: 1931.135254
	Iteration 0F: 2 clusters Score -1.638277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 72611 members 
Entering Unmasked Estep 
Score: -16286955.000000 Penalty: 3862.270508
	Iteration 0F: 3 clusters Score -1.628696e+07 nChanged 69557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -16328528.000000 Penalty: 3862.270508
	Iteration 1F: 3 clusters Score -1.632853e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -16330253.000000 Penalty: 3862.270508
	Iteration 2Q: 3 clusters Score -1.633025e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -16332522.000000 Penalty: 3862.270508
	Iteration 3Q: 3 clusters Score -1.633252e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 81398 members 
Entering Unmasked Estep 
Score: -16336174.000000 Penalty: 3862.270508
	Iteration 4Q: 3 clusters Score -1.633617e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 85102 members 
Entering Unmasked Estep 
Score: -16341538.000000 Penalty: 3862.270508
	Iteration 5F: 3 clusters Score -1.634154e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 89093 members 
Entering Unmasked Estep 
Score: -16348047.000000 Penalty: 3862.270508
	Iteration 6F: 3 clusters Score -1.634805e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -16355250.000000 Penalty: 3862.270508
	Iteration 7F: 3 clusters Score -1.635525e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 95613 members 
Entering Unmasked Estep 
Score: -16360412.000000 Penalty: 3862.270508
	Iteration 8F: 3 clusters Score -1.636041e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 97518 members 
Entering Unmasked Estep 
Score: -16363072.000000 Penalty: 3862.270508
	Iteration 9Q: 3 clusters Score -1.636307e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 99302 members 
Entering Unmasked Estep 
Score: -16364089.000000 Penalty: 3862.270508
	Iteration 10Q: 3 clusters Score -1.636409e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -16364789.000000 Penalty: 3862.270508
	Iteration 11Q: 3 clusters Score -1.636479e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 102992 members 
Entering Unmasked Estep 
Score: -16365294.000000 Penalty: 3862.270508
	Iteration 12Q: 3 clusters Score -1.636529e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 104843 members 
Entering Unmasked Estep 
Score: -16365789.000000 Penalty: 3862.270508
	Iteration 13Q: 3 clusters Score -1.636579e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 106649 members 
Entering Unmasked Estep 
Score: -16366415.000000 Penalty: 3862.270508
	Iteration 14Q: 3 clusters Score -1.636642e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 108535 members 
Entering Unmasked Estep 
Score: -16366929.000000 Penalty: 3862.270508
	Iteration 15Q: 3 clusters Score -1.636693e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 110432 members 
Entering Unmasked Estep 
Score: -16367447.000000 Penalty: 3862.270508
	Iteration 16Q: 3 clusters Score -1.636745e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 112359 members 
Entering Unmasked Estep 
Score: -16368106.000000 Penalty: 3862.270508
	Iteration 17Q: 3 clusters Score -1.636811e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 114306 members 
Entering Unmasked Estep 
Score: -16368767.000000 Penalty: 3862.270508
	Iteration 18Q: 3 clusters Score -1.636877e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 116192 members 
Entering Unmasked Estep 
Score: -16369348.000000 Penalty: 3862.270508
	Iteration 19Q: 3 clusters Score -1.636935e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 118054 members 
Entering Unmasked Estep 
Score: -16369980.000000 Penalty: 3862.270508
	Iteration 20F: 3 clusters Score -1.636998e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 119938 members 
Entering Unmasked Estep 
Score: -16370587.000000 Penalty: 3862.270508
	Iteration 21Q: 3 clusters Score -1.637059e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 121844 members 
Entering Unmasked Estep 
Score: -16371198.000000 Penalty: 3862.270508
	Iteration 22Q: 3 clusters Score -1.63712e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 123786 members 
Entering Unmasked Estep 
Score: -16371871.000000 Penalty: 3862.270508
	Iteration 23Q: 3 clusters Score -1.637187e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 125722 members 
Entering Unmasked Estep 
Score: -16372714.000000 Penalty: 3862.270508
	Iteration 24Q: 3 clusters Score -1.637271e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 127627 members 
Entering Unmasked Estep 
Score: -16373464.000000 Penalty: 3862.270508
	Iteration 25Q: 3 clusters Score -1.637346e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 129520 members 
Entering Unmasked Estep 
Score: -16374294.000000 Penalty: 3862.270508
	Iteration 26Q: 3 clusters Score -1.637429e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 131308 members 
Entering Unmasked Estep 
Score: -16375118.000000 Penalty: 3862.270508
	Iteration 27Q: 3 clusters Score -1.637512e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 133019 members 
Entering Unmasked Estep 
Score: -16375835.000000 Penalty: 3862.270508
	Iteration 28Q: 3 clusters Score -1.637584e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 134563 members 
Entering Unmasked Estep 
Score: -16376534.000000 Penalty: 3862.270508
	Iteration 29Q: 3 clusters Score -1.637653e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 136041 members 
Entering Unmasked Estep 
Score: -16377248.000000 Penalty: 3862.270508
	Iteration 30Q: 3 clusters Score -1.637725e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 137359 members 
Entering Unmasked Estep 
Score: -16377860.000000 Penalty: 3862.270508
	Iteration 31Q: 3 clusters Score -1.637786e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 138518 members 
Entering Unmasked Estep 
Score: -16378451.000000 Penalty: 3862.270508
	Iteration 32Q: 3 clusters Score -1.637845e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 139552 members 
Entering Unmasked Estep 
Score: -16378915.000000 Penalty: 3862.270508
	Iteration 33Q: 3 clusters Score -1.637892e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 140487 members 
Entering Unmasked Estep 
Score: -16379352.000000 Penalty: 3862.270508
	Iteration 34Q: 3 clusters Score -1.637935e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 141299 members 
Entering Unmasked Estep 
Score: -16379681.000000 Penalty: 3862.270508
	Iteration 35Q: 3 clusters Score -1.637968e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 141939 members 
Entering Unmasked Estep 
Score: -16380067.000000 Penalty: 3862.270508
	Iteration 36Q: 3 clusters Score -1.638007e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 142441 members 
Entering Unmasked Estep 
Score: -16380301.000000 Penalty: 3862.270508
	Iteration 37Q: 3 clusters Score -1.63803e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 142869 members 
Entering Unmasked Estep 
Score: -16380431.000000 Penalty: 3862.270508
	Iteration 38Q: 3 clusters Score -1.638043e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 143189 members 
Entering Unmasked Estep 
Score: -16380608.000000 Penalty: 3862.270508
	Iteration 39Q: 3 clusters Score -1.638061e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 143426 members 
Entering Unmasked Estep 
Score: -16380699.000000 Penalty: 3862.270508
	Iteration 40F: 3 clusters Score -1.63807e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 143631 members 
Entering Unmasked Estep 
Score: -16380783.000000 Penalty: 3862.270508
	Iteration 41Q: 3 clusters Score -1.638078e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 143772 members 
Entering Unmasked Estep 
Score: -16380840.000000 Penalty: 3862.270508
	Iteration 42Q: 3 clusters Score -1.638084e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 143875 members 
Entering Unmasked Estep 
Score: -16380888.000000 Penalty: 3862.270508
	Iteration 43Q: 3 clusters Score -1.638089e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 143948 members 
Entering Unmasked Estep 
Score: -16380917.000000 Penalty: 3862.270508
	Iteration 44Q: 3 clusters Score -1.638092e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 144008 members 
Entering Unmasked Estep 
Score: -16380940.000000 Penalty: 3862.270508
	Iteration 45Q: 3 clusters Score -1.638094e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 144064 members 
Entering Unmasked Estep 
Score: -16380954.000000 Penalty: 3862.270508
	Iteration 46Q: 3 clusters Score -1.638095e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 144117 members 
Entering Unmasked Estep 
Score: -16380980.000000 Penalty: 3862.270508
	Iteration 47Q: 3 clusters Score -1.638098e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 144155 members 
Entering Unmasked Estep 
Score: -16381001.000000 Penalty: 3862.270508
	Iteration 48Q: 3 clusters Score -1.6381e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 144193 members 
Entering Unmasked Estep 
Score: -16381025.000000 Penalty: 3862.270508
	Iteration 49Q: 3 clusters Score -1.638102e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 144217 members 
Entering Unmasked Estep 
Score: -16381062.000000 Penalty: 3862.270508
	Iteration 50Q: 3 clusters Score -1.638106e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 144231 members 
Entering Unmasked Estep 
Score: -16381079.000000 Penalty: 3862.270508
	Iteration 51Q: 3 clusters Score -1.638108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 144244 members 
Entering Unmasked Estep 
Score: -16381082.000000 Penalty: 3862.270508
	Iteration 52Q: 3 clusters Score -1.638108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 144255 members 
Entering Unmasked Estep 
Score: -16381090.000000 Penalty: 3862.270508
	Iteration 53Q: 3 clusters Score -1.638109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 144266 members 
Entering Unmasked Estep 
Score: -16381099.000000 Penalty: 3862.270508
	Iteration 54Q: 3 clusters Score -1.63811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 144272 members 
Entering Unmasked Estep 
Score: -16381104.000000 Penalty: 3862.270508
	Iteration 55Q: 3 clusters Score -1.63811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 144276 members 
Entering Unmasked Estep 
Score: -16381117.000000 Penalty: 3862.270508
	Iteration 56Q: 3 clusters Score -1.638112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 144280 members 
Entering Unmasked Estep 
Score: -16381115.000000 Penalty: 3862.270508
	Iteration 57Q: 3 clusters Score -1.638112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 144286 members 
Entering Unmasked Estep 
Score: -16381116.000000 Penalty: 3862.270508
	Iteration 58Q: 3 clusters Score -1.638112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 144288 members 
Entering Unmasked Estep 
Score: -16381116.000000 Penalty: 3862.270508
	Iteration 59Q: 3 clusters Score -1.638112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 144295 members 
Entering Unmasked Estep 
Score: -16381116.000000 Penalty: 3862.270508
	Iteration 60F: 3 clusters Score -1.638112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 144299 members 
Entering Unmasked Estep 
Score: -16381110.000000 Penalty: 3862.270508
	Iteration 61Q: 3 clusters Score -1.638111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 144307 members 
Entering Unmasked Estep 
Score: -16381113.000000 Penalty: 3862.270508
	Iteration 62Q: 3 clusters Score -1.638111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 144308 members 
Entering Unmasked Estep 
Score: -16381125.000000 Penalty: 3862.270508
	Iteration 63Q: 3 clusters Score -1.638112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 144311 members 
Entering Unmasked Estep 
Score: -16381129.000000 Penalty: 3862.270508
	Iteration 64Q: 3 clusters Score -1.638113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 144314 members 
Entering Unmasked Estep 
Score: -16381132.000000 Penalty: 3862.270508
	Iteration 65Q: 3 clusters Score -1.638113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 144318 members 
Entering Unmasked Estep 
Score: -16381125.000000 Penalty: 3862.270508
	Iteration 66Q: 3 clusters Score -1.638112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 144320 members 
Entering Unmasked Estep 
Score: -16381126.000000 Penalty: 3862.270508
	Iteration 67Q: 3 clusters Score -1.638113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 144321 members 
Entering Unmasked Estep 
Score: -16381126.000000 Penalty: 3862.270508
	Iteration 68Q: 3 clusters Score -1.638113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 144321 members 
Entering Unmasked Estep 
Score: -16381126.000000 Penalty: 3862.270508
	Iteration 69F: 3 clusters Score -1.638113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Entering Unmasked Estep 
Score: -432102.406250 Penalty: 1338.246216
	Iteration 0F: 2 clusters Score -432102.4 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 1928 members 
Entering Unmasked Estep 
Score: -428903.656250 Penalty: 2676.492432
	Iteration 0F: 3 clusters Score -428903.7 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -429703.500000 Penalty: 2676.492432
	Iteration 1F: 3 clusters Score -429703.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -429889.125000 Penalty: 2676.492432
	Iteration 2F: 3 clusters Score -429889.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -430004.156250 Penalty: 2676.492432
	Iteration 3F: 3 clusters Score -430004.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -430111.875000 Penalty: 2676.492432
	Iteration 4Q: 3 clusters Score -430111.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -430199.687500 Penalty: 2676.492432
	Iteration 5Q: 3 clusters Score -430199.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -430271.000000 Penalty: 2676.492432
	Iteration 6Q: 3 clusters Score -430271 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -430339.187500 Penalty: 2676.492432
	Iteration 7Q: 3 clusters Score -430339.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -430414.000000 Penalty: 2676.492432
	Iteration 8Q: 3 clusters Score -430414 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -430481.937500 Penalty: 2676.492432
	Iteration 9Q: 3 clusters Score -430481.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -430555.468750 Penalty: 2676.492432
	Iteration 10Q: 3 clusters Score -430555.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -430643.937500 Penalty: 2676.492432
	Iteration 11Q: 3 clusters Score -430643.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -430724.656250 Penalty: 2676.492432
	Iteration 12Q: 3 clusters Score -430724.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -430781.500000 Penalty: 2676.492432
	Iteration 13Q: 3 clusters Score -430781.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -430853.437500 Penalty: 2676.492432
	Iteration 14Q: 3 clusters Score -430853.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -430911.593750 Penalty: 2676.492432
	Iteration 15Q: 3 clusters Score -430911.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -430974.968750 Penalty: 2676.492432
	Iteration 16Q: 3 clusters Score -430975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -431011.906250 Penalty: 2676.492432
	Iteration 17Q: 3 clusters Score -431011.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -431040.875000 Penalty: 2676.492432
	Iteration 18Q: 3 clusters Score -431040.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -431055.500000 Penalty: 2676.492432
	Iteration 19Q: 3 clusters Score -431055.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -431062.812500 Penalty: 2676.492432
	Iteration 20F: 3 clusters Score -431062.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -431070.187500 Penalty: 2676.492432
	Iteration 21Q: 3 clusters Score -431070.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -431075.562500 Penalty: 2676.492432
	Iteration 22Q: 3 clusters Score -431075.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -431080.093750 Penalty: 2676.492432
	Iteration 23Q: 3 clusters Score -431080.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -431082.250000 Penalty: 2676.492432
	Iteration 24Q: 3 clusters Score -431082.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -431083.593750 Penalty: 2676.492432
	Iteration 25Q: 3 clusters Score -431083.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -431083.593750 Penalty: 2676.492432
	Iteration 26F: 3 clusters Score -431083.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (102994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102994 members 
Entering Unmasked Estep 
Score: -11966034.000000 Penalty: 1875.644287
	Iteration 0F: 2 clusters Score -1.196603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -11902026.000000 Penalty: 3751.288574
	Iteration 0F: 3 clusters Score -1.190203e+07 nChanged 49349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -11930343.000000 Penalty: 3751.288574
	Iteration 1F: 3 clusters Score -1.193034e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -11930914.000000 Penalty: 3751.288574
	Iteration 2Q: 3 clusters Score -1.193091e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -11931698.000000 Penalty: 3751.288574
	Iteration 3Q: 3 clusters Score -1.19317e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -11932823.000000 Penalty: 3751.288574
	Iteration 4Q: 3 clusters Score -1.193282e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -11934388.000000 Penalty: 3751.288574
	Iteration 5Q: 3 clusters Score -1.193439e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -11936782.000000 Penalty: 3751.288574
	Iteration 6Q: 3 clusters Score -1.193678e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -11940578.000000 Penalty: 3751.288574
	Iteration 7F: 3 clusters Score -1.194058e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -11946320.000000 Penalty: 3751.288574
	Iteration 8F: 3 clusters Score -1.194632e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -11954056.000000 Penalty: 3751.288574
	Iteration 9F: 3 clusters Score -1.195406e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -11960434.000000 Penalty: 3751.288574
	Iteration 10F: 3 clusters Score -1.196043e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -11963464.000000 Penalty: 3751.288574
	Iteration 11Q: 3 clusters Score -1.196346e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -11965045.000000 Penalty: 3751.288574
	Iteration 12Q: 3 clusters Score -1.196504e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -11966163.000000 Penalty: 3751.288574
	Iteration 13Q: 3 clusters Score -1.196616e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -11966904.000000 Penalty: 3751.288574
	Iteration 14Q: 3 clusters Score -1.19669e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -11967264.000000 Penalty: 3751.288574
	Iteration 15Q: 3 clusters Score -1.196726e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -11967563.000000 Penalty: 3751.288574
	Iteration 16Q: 3 clusters Score -1.196756e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -11967697.000000 Penalty: 3751.288574
	Iteration 17Q: 3 clusters Score -1.19677e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -11967779.000000 Penalty: 3751.288574
	Iteration 18Q: 3 clusters Score -1.196778e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -11967817.000000 Penalty: 3751.288574
	Iteration 19Q: 3 clusters Score -1.196782e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -11967878.000000 Penalty: 3751.288574
	Iteration 20F: 3 clusters Score -1.196788e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -11967876.000000 Penalty: 3751.288574
	Iteration 21Q: 3 clusters Score -1.196788e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -11967896.000000 Penalty: 3751.288574
	Iteration 22Q: 3 clusters Score -1.19679e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -11967921.000000 Penalty: 3751.288574
	Iteration 23Q: 3 clusters Score -1.196792e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -11967927.000000 Penalty: 3751.288574
	Iteration 24Q: 3 clusters Score -1.196793e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -11967908.000000 Penalty: 3751.288574
	Iteration 25Q: 3 clusters Score -1.196791e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -11967926.000000 Penalty: 3751.288574
	Iteration 26Q: 3 clusters Score -1.196793e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -11967929.000000 Penalty: 3751.288574
	Iteration 27Q: 3 clusters Score -1.196793e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -11967905.000000 Penalty: 3751.288574
	Iteration 28Q: 3 clusters Score -1.19679e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -11967918.000000 Penalty: 3751.288574
	Iteration 29Q: 3 clusters Score -1.196792e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -11967909.000000 Penalty: 3751.288574
	Iteration 30Q: 3 clusters Score -1.196791e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -11967889.000000 Penalty: 3751.288574
	Iteration 31Q: 3 clusters Score -1.196789e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -11967871.000000 Penalty: 3751.288574
	Iteration 32Q: 3 clusters Score -1.196787e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -11967887.000000 Penalty: 3751.288574
	Iteration 33Q: 3 clusters Score -1.196789e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -11967879.000000 Penalty: 3751.288574
	Iteration 34Q: 3 clusters Score -1.196788e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -11967892.000000 Penalty: 3751.288574
	Iteration 35Q: 3 clusters Score -1.196789e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -11967888.000000 Penalty: 3751.288574
	Iteration 36Q: 3 clusters Score -1.196789e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -11967877.000000 Penalty: 3751.288574
	Iteration 37Q: 3 clusters Score -1.196788e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -11967877.000000 Penalty: 3751.288574
	Iteration 38Q: 3 clusters Score -1.196788e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -11967885.000000 Penalty: 3751.288574
	Iteration 39Q: 3 clusters Score -1.196788e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -11967884.000000 Penalty: 3751.288574
	Iteration 40F: 3 clusters Score -1.196788e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -11967894.000000 Penalty: 3751.288574
	Iteration 41Q: 3 clusters Score -1.196789e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -11967879.000000 Penalty: 3751.288574
	Iteration 42Q: 3 clusters Score -1.196788e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -11967879.000000 Penalty: 3751.288574
	Iteration 43Q: 3 clusters Score -1.196788e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -11967867.000000 Penalty: 3751.288574
	Iteration 44Q: 3 clusters Score -1.196787e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -11967874.000000 Penalty: 3751.288574
	Iteration 45Q: 3 clusters Score -1.196787e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -11967877.000000 Penalty: 3751.288574
	Iteration 46Q: 3 clusters Score -1.196788e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -11967878.000000 Penalty: 3751.288574
	Iteration 47Q: 3 clusters Score -1.196788e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -11967871.000000 Penalty: 3751.288574
	Iteration 48Q: 3 clusters Score -1.196787e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -11967870.000000 Penalty: 3751.288574
	Iteration 49Q: 3 clusters Score -1.196787e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -11967879.000000 Penalty: 3751.288574
	Iteration 50Q: 3 clusters Score -1.196788e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -11967882.000000 Penalty: 3751.288574
	Iteration 51Q: 3 clusters Score -1.196788e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -11967892.000000 Penalty: 3751.288574
	Iteration 52Q: 3 clusters Score -1.196789e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -11967866.000000 Penalty: 3751.288574
	Iteration 53Q: 3 clusters Score -1.196787e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -11967840.000000 Penalty: 3751.288574
	Iteration 54Q: 3 clusters Score -1.196784e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -11967858.000000 Penalty: 3751.288574
	Iteration 55Q: 3 clusters Score -1.196786e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -11967847.000000 Penalty: 3751.288574
	Iteration 56Q: 3 clusters Score -1.196785e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -11967836.000000 Penalty: 3751.288574
	Iteration 57Q: 3 clusters Score -1.196784e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -11967826.000000 Penalty: 3751.288574
	Iteration 58Q: 3 clusters Score -1.196783e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -11967816.000000 Penalty: 3751.288574
	Iteration 59Q: 3 clusters Score -1.196782e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -11967837.000000 Penalty: 3751.288574
	Iteration 60F: 3 clusters Score -1.196784e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -11967824.000000 Penalty: 3751.288574
	Iteration 61Q: 3 clusters Score -1.196782e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -11967814.000000 Penalty: 3751.288574
	Iteration 62Q: 3 clusters Score -1.196781e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -11967846.000000 Penalty: 3751.288574
	Iteration 63Q: 3 clusters Score -1.196785e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -11967834.000000 Penalty: 3751.288574
	Iteration 64Q: 3 clusters Score -1.196783e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -11967833.000000 Penalty: 3751.288574
	Iteration 65Q: 3 clusters Score -1.196783e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -11967841.000000 Penalty: 3751.288574
	Iteration 66Q: 3 clusters Score -1.196784e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -11967830.000000 Penalty: 3751.288574
	Iteration 67Q: 3 clusters Score -1.196783e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -11967839.000000 Penalty: 3751.288574
	Iteration 68Q: 3 clusters Score -1.196784e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -11967863.000000 Penalty: 3751.288574
	Iteration 69Q: 3 clusters Score -1.196786e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -11967855.000000 Penalty: 3751.288574
	Iteration 70Q: 3 clusters Score -1.196786e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -11967847.000000 Penalty: 3751.288574
	Iteration 71Q: 3 clusters Score -1.196785e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -11967846.000000 Penalty: 3751.288574
	Iteration 72Q: 3 clusters Score -1.196785e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -11967867.000000 Penalty: 3751.288574
	Iteration 73Q: 3 clusters Score -1.196787e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -11967846.000000 Penalty: 3751.288574
	Iteration 74Q: 3 clusters Score -1.196785e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -11967850.000000 Penalty: 3751.288574
	Iteration 75Q: 3 clusters Score -1.196785e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -11967824.000000 Penalty: 3751.288574
	Iteration 76Q: 3 clusters Score -1.196782e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -11967831.000000 Penalty: 3751.288574
	Iteration 77Q: 3 clusters Score -1.196783e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -11967815.000000 Penalty: 3751.288574
	Iteration 78Q: 3 clusters Score -1.196782e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -11967814.000000 Penalty: 3751.288574
	Iteration 79Q: 3 clusters Score -1.196781e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -11967813.000000 Penalty: 3751.288574
	Iteration 80F: 3 clusters Score -1.196781e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -11967825.000000 Penalty: 3751.288574
	Iteration 81Q: 3 clusters Score -1.196782e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -11967848.000000 Penalty: 3751.288574
	Iteration 82Q: 3 clusters Score -1.196785e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -11967826.000000 Penalty: 3751.288574
	Iteration 83Q: 3 clusters Score -1.196783e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -11967845.000000 Penalty: 3751.288574
	Iteration 84Q: 3 clusters Score -1.196784e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -11967839.000000 Penalty: 3751.288574
	Iteration 85Q: 3 clusters Score -1.196784e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -11967838.000000 Penalty: 3751.288574
	Iteration 86Q: 3 clusters Score -1.196784e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -11967849.000000 Penalty: 3751.288574
	Iteration 87Q: 3 clusters Score -1.196785e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -11967854.000000 Penalty: 3751.288574
	Iteration 88Q: 3 clusters Score -1.196785e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -11967878.000000 Penalty: 3751.288574
	Iteration 89Q: 3 clusters Score -1.196788e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -11967888.000000 Penalty: 3751.288574
	Iteration 90Q: 3 clusters Score -1.196789e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -11967881.000000 Penalty: 3751.288574
	Iteration 91Q: 3 clusters Score -1.196788e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -11967877.000000 Penalty: 3751.288574
	Iteration 92Q: 3 clusters Score -1.196788e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -11967890.000000 Penalty: 3751.288574
	Iteration 93Q: 3 clusters Score -1.196789e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -11967911.000000 Penalty: 3751.288574
	Iteration 94Q: 3 clusters Score -1.196791e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -11967902.000000 Penalty: 3751.288574
	Iteration 95Q: 3 clusters Score -1.19679e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
Score: -11967909.000000 Penalty: 3751.288574
	Iteration 96Q: 3 clusters Score -1.196791e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -11967872.000000 Penalty: 3751.288574
	Iteration 97Q: 3 clusters Score -1.196787e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -11967876.000000 Penalty: 3751.288574
	Iteration 98Q: 3 clusters Score -1.196788e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -11967861.000000 Penalty: 3751.288574
	Iteration 99Q: 3 clusters Score -1.196786e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -11967830.000000 Penalty: 3751.288574
	Iteration 100F: 3 clusters Score -1.196783e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -11967840.000000 Penalty: 3751.288574
	Iteration 101Q: 3 clusters Score -1.196784e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -11967833.000000 Penalty: 3751.288574
	Iteration 102Q: 3 clusters Score -1.196783e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -11967845.000000 Penalty: 3751.288574
	Iteration 103Q: 3 clusters Score -1.196784e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -11967840.000000 Penalty: 3751.288574
	Iteration 104Q: 3 clusters Score -1.196784e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 57827 members 
Entering Unmasked Estep 
Score: -11967851.000000 Penalty: 3751.288574
	Iteration 105Q: 3 clusters Score -1.196785e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -11967847.000000 Penalty: 3751.288574
	Iteration 106Q: 3 clusters Score -1.196785e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 58153 members 
Entering Unmasked Estep 
Score: -11967864.000000 Penalty: 3751.288574
	Iteration 107Q: 3 clusters Score -1.196786e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -11967894.000000 Penalty: 3751.288574
	Iteration 108Q: 3 clusters Score -1.196789e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -11967928.000000 Penalty: 3751.288574
	Iteration 109Q: 3 clusters Score -1.196793e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -11967922.000000 Penalty: 3751.288574
	Iteration 110Q: 3 clusters Score -1.196792e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -11967914.000000 Penalty: 3751.288574
	Iteration 111Q: 3 clusters Score -1.196791e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -11967925.000000 Penalty: 3751.288574
	Iteration 112Q: 3 clusters Score -1.196792e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -11967918.000000 Penalty: 3751.288574
	Iteration 113Q: 3 clusters Score -1.196792e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
Score: -11967946.000000 Penalty: 3751.288574
	Iteration 114Q: 3 clusters Score -1.196795e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -11967943.000000 Penalty: 3751.288574
	Iteration 115Q: 3 clusters Score -1.196794e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -11967949.000000 Penalty: 3751.288574
	Iteration 116Q: 3 clusters Score -1.196795e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -11967925.000000 Penalty: 3751.288574
	Iteration 117Q: 3 clusters Score -1.196792e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -11967927.000000 Penalty: 3751.288574
	Iteration 118Q: 3 clusters Score -1.196793e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -11967926.000000 Penalty: 3751.288574
	Iteration 119Q: 3 clusters Score -1.196793e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -11967910.000000 Penalty: 3751.288574
	Iteration 120F: 3 clusters Score -1.196791e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -11967929.000000 Penalty: 3751.288574
	Iteration 121Q: 3 clusters Score -1.196793e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -11967887.000000 Penalty: 3751.288574
	Iteration 122Q: 3 clusters Score -1.196789e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -11967882.000000 Penalty: 3751.288574
	Iteration 123Q: 3 clusters Score -1.196788e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 60154 members 
Entering Unmasked Estep 
Score: -11967901.000000 Penalty: 3751.288574
	Iteration 124Q: 3 clusters Score -1.19679e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -11967907.000000 Penalty: 3751.288574
	Iteration 125Q: 3 clusters Score -1.196791e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -11967924.000000 Penalty: 3751.288574
	Iteration 126Q: 3 clusters Score -1.196792e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -11967927.000000 Penalty: 3751.288574
	Iteration 127Q: 3 clusters Score -1.196793e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -11967907.000000 Penalty: 3751.288574
	Iteration 128Q: 3 clusters Score -1.196791e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -11967898.000000 Penalty: 3751.288574
	Iteration 129Q: 3 clusters Score -1.19679e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -11967924.000000 Penalty: 3751.288574
	Iteration 130Q: 3 clusters Score -1.196792e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -11967918.000000 Penalty: 3751.288574
	Iteration 131Q: 3 clusters Score -1.196792e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 61622 members 
Entering Unmasked Estep 
Score: -11967924.000000 Penalty: 3751.288574
	Iteration 132Q: 3 clusters Score -1.196792e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 61860 members 
Entering Unmasked Estep 
Score: -11967924.000000 Penalty: 3751.288574
	Iteration 133Q: 3 clusters Score -1.196792e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -11967923.000000 Penalty: 3751.288574
	Iteration 134Q: 3 clusters Score -1.196792e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -11967936.000000 Penalty: 3751.288574
	Iteration 135Q: 3 clusters Score -1.196794e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -11967977.000000 Penalty: 3751.288574
	Iteration 136Q: 3 clusters Score -1.196798e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -11967977.000000 Penalty: 3751.288574
	Iteration 137Q: 3 clusters Score -1.196798e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -11967970.000000 Penalty: 3751.288574
	Iteration 138Q: 3 clusters Score -1.196797e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -11967983.000000 Penalty: 3751.288574
	Iteration 139Q: 3 clusters Score -1.196798e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -11968012.000000 Penalty: 3751.288574
	Iteration 140F: 3 clusters Score -1.196801e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 63579 members 
Entering Unmasked Estep 
Score: -11968014.000000 Penalty: 3751.288574
	Iteration 141Q: 3 clusters Score -1.196801e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -11968030.000000 Penalty: 3751.288574
	Iteration 142Q: 3 clusters Score -1.196803e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -11968021.000000 Penalty: 3751.288574
	Iteration 143Q: 3 clusters Score -1.196802e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -11968014.000000 Penalty: 3751.288574
	Iteration 144Q: 3 clusters Score -1.196801e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
Score: -11968014.000000 Penalty: 3751.288574
	Iteration 145Q: 3 clusters Score -1.196801e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -11968009.000000 Penalty: 3751.288574
	Iteration 146Q: 3 clusters Score -1.196801e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
Score: -11968036.000000 Penalty: 3751.288574
	Iteration 147Q: 3 clusters Score -1.196804e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 65035 members 
Entering Unmasked Estep 
Score: -11968060.000000 Penalty: 3751.288574
	Iteration 148Q: 3 clusters Score -1.196806e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 65278 members 
Entering Unmasked Estep 
Score: -11968038.000000 Penalty: 3751.288574
	Iteration 149Q: 3 clusters Score -1.196804e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 65545 members 
Entering Unmasked Estep 
Score: -11968061.000000 Penalty: 3751.288574
	Iteration 150Q: 3 clusters Score -1.196806e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -11968059.000000 Penalty: 3751.288574
	Iteration 151Q: 3 clusters Score -1.196806e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -11968050.000000 Penalty: 3751.288574
	Iteration 152Q: 3 clusters Score -1.196805e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -11968075.000000 Penalty: 3751.288574
	Iteration 153Q: 3 clusters Score -1.196808e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -11968091.000000 Penalty: 3751.288574
	Iteration 154Q: 3 clusters Score -1.196809e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 66784 members 
Entering Unmasked Estep 
Score: -11968158.000000 Penalty: 3751.288574
	Iteration 155Q: 3 clusters Score -1.196816e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -11968184.000000 Penalty: 3751.288574
	Iteration 156Q: 3 clusters Score -1.196818e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -11968201.000000 Penalty: 3751.288574
	Iteration 157Q: 3 clusters Score -1.19682e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 67640 members 
Entering Unmasked Estep 
Score: -11968218.000000 Penalty: 3751.288574
	Iteration 158Q: 3 clusters Score -1.196822e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -11968194.000000 Penalty: 3751.288574
	Iteration 159Q: 3 clusters Score -1.196819e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -11968207.000000 Penalty: 3751.288574
	Iteration 160F: 3 clusters Score -1.196821e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 68392 members 
Entering Unmasked Estep 
Score: -11968191.000000 Penalty: 3751.288574
	Iteration 161Q: 3 clusters Score -1.196819e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -11968218.000000 Penalty: 3751.288574
	Iteration 162Q: 3 clusters Score -1.196822e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -11968198.000000 Penalty: 3751.288574
	Iteration 163Q: 3 clusters Score -1.19682e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -11968235.000000 Penalty: 3751.288574
	Iteration 164Q: 3 clusters Score -1.196824e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
Score: -11968215.000000 Penalty: 3751.288574
	Iteration 165Q: 3 clusters Score -1.196822e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 69882 members 
Entering Unmasked Estep 
Score: -11968221.000000 Penalty: 3751.288574
	Iteration 166Q: 3 clusters Score -1.196822e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 70315 members 
Entering Unmasked Estep 
Score: -11968166.000000 Penalty: 3751.288574
	Iteration 167Q: 3 clusters Score -1.196817e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -11968150.000000 Penalty: 3751.288574
	Iteration 168Q: 3 clusters Score -1.196815e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -11968057.000000 Penalty: 3751.288574
	Iteration 169Q: 3 clusters Score -1.196806e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 72208 members 
Entering Unmasked Estep 
Score: -11968003.000000 Penalty: 3751.288574
	Iteration 170Q: 3 clusters Score -1.1968e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 73052 members 
Entering Unmasked Estep 
Score: -11968049.000000 Penalty: 3751.288574
	Iteration 171Q: 3 clusters Score -1.196805e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 73990 members 
Entering Unmasked Estep 
Score: -11968074.000000 Penalty: 3751.288574
	Iteration 172Q: 3 clusters Score -1.196807e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -11967961.000000 Penalty: 3751.288574
	Iteration 173Q: 3 clusters Score -1.196796e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 76311 members 
Entering Unmasked Estep 
Score: -11967775.000000 Penalty: 3751.288574
	Iteration 174Q: 3 clusters Score -1.196778e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 77673 members 
Entering Unmasked Estep 
Score: -11967532.000000 Penalty: 3751.288574
	Iteration 175Q: 3 clusters Score -1.196753e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -11967365.000000 Penalty: 3751.288574
	Iteration 176Q: 3 clusters Score -1.196736e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 80656 members 
Entering Unmasked Estep 
Score: -11967278.000000 Penalty: 3751.288574
	Iteration 177Q: 3 clusters Score -1.196728e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -11967190.000000 Penalty: 3751.288574
	Iteration 178Q: 3 clusters Score -1.196719e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -11967050.000000 Penalty: 3751.288574
	Iteration 179Q: 3 clusters Score -1.196705e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -11966855.000000 Penalty: 3751.288574
	Iteration 180F: 3 clusters Score -1.196686e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 85400 members 
Entering Unmasked Estep 
Score: -11966722.000000 Penalty: 3751.288574
	Iteration 181Q: 3 clusters Score -1.196672e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -11966578.000000 Penalty: 3751.288574
	Iteration 182Q: 3 clusters Score -1.196658e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -11966461.000000 Penalty: 3751.288574
	Iteration 183Q: 3 clusters Score -1.196646e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 88246 members 
Entering Unmasked Estep 
Score: -11966435.000000 Penalty: 3751.288574
	Iteration 184Q: 3 clusters Score -1.196644e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 89065 members 
Entering Unmasked Estep 
Score: -11966292.000000 Penalty: 3751.288574
	Iteration 185Q: 3 clusters Score -1.196629e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -11966224.000000 Penalty: 3751.288574
	Iteration 186Q: 3 clusters Score -1.196622e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 90335 members 
Entering Unmasked Estep 
Score: -11966116.000000 Penalty: 3751.288574
	Iteration 187Q: 3 clusters Score -1.196612e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 90842 members 
Entering Unmasked Estep 
Score: -11966055.000000 Penalty: 3751.288574
	Iteration 188Q: 3 clusters Score -1.196606e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 91293 members 
Entering Unmasked Estep 
Score: -11965990.000000 Penalty: 3751.288574
	Iteration 189Q: 3 clusters Score -1.196599e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 91726 members 
Entering Unmasked Estep 
Score: -11965920.000000 Penalty: 3751.288574
	Iteration 190Q: 3 clusters Score -1.196592e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 92111 members 
Entering Unmasked Estep 
Score: -11965856.000000 Penalty: 3751.288574
	Iteration 191Q: 3 clusters Score -1.196586e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 92431 members 
Entering Unmasked Estep 
Score: -11965819.000000 Penalty: 3751.288574
	Iteration 192Q: 3 clusters Score -1.196582e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 92701 members 
Entering Unmasked Estep 
Score: -11965786.000000 Penalty: 3751.288574
	Iteration 193Q: 3 clusters Score -1.196579e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 92912 members 
Entering Unmasked Estep 
Score: -11965728.000000 Penalty: 3751.288574
	Iteration 194Q: 3 clusters Score -1.196573e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -11965706.000000 Penalty: 3751.288574
	Iteration 195Q: 3 clusters Score -1.196571e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 93311 members 
Entering Unmasked Estep 
Score: -11965696.000000 Penalty: 3751.288574
	Iteration 196Q: 3 clusters Score -1.19657e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -11965660.000000 Penalty: 3751.288574
	Iteration 197Q: 3 clusters Score -1.196566e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 93748 members 
Entering Unmasked Estep 
Score: -11965676.000000 Penalty: 3751.288574
	Iteration 198Q: 3 clusters Score -1.196568e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 93967 members 
Entering Unmasked Estep 
Score: -11965649.000000 Penalty: 3751.288574
	Iteration 199Q: 3 clusters Score -1.196565e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 94176 members 
Entering Unmasked Estep 
Score: -11965661.000000 Penalty: 3751.288574
	Iteration 200F: 3 clusters Score -1.196566e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 94373 members 
Entering Unmasked Estep 
Score: -11965662.000000 Penalty: 3751.288574
	Iteration 201Q: 3 clusters Score -1.196566e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 94527 members 
Entering Unmasked Estep 
Score: -11965623.000000 Penalty: 3751.288574
	Iteration 202Q: 3 clusters Score -1.196562e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 94689 members 
Entering Unmasked Estep 
Score: -11965612.000000 Penalty: 3751.288574
	Iteration 203Q: 3 clusters Score -1.196561e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 94827 members 
Entering Unmasked Estep 
Score: -11965587.000000 Penalty: 3751.288574
	Iteration 204Q: 3 clusters Score -1.196559e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -11965561.000000 Penalty: 3751.288574
	Iteration 205Q: 3 clusters Score -1.196556e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 95114 members 
Entering Unmasked Estep 
Score: -11965513.000000 Penalty: 3751.288574
	Iteration 206Q: 3 clusters Score -1.196551e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -11965471.000000 Penalty: 3751.288574
	Iteration 207Q: 3 clusters Score -1.196547e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 95378 members 
Entering Unmasked Estep 
Score: -11965454.000000 Penalty: 3751.288574
	Iteration 208Q: 3 clusters Score -1.196545e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 95484 members 
Entering Unmasked Estep 
Score: -11965411.000000 Penalty: 3751.288574
	Iteration 209Q: 3 clusters Score -1.196541e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -11965392.000000 Penalty: 3751.288574
	Iteration 210Q: 3 clusters Score -1.196539e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 95725 members 
Entering Unmasked Estep 
Score: -11965366.000000 Penalty: 3751.288574
	Iteration 211Q: 3 clusters Score -1.196537e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -11965307.000000 Penalty: 3751.288574
	Iteration 212Q: 3 clusters Score -1.196531e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 95981 members 
Entering Unmasked Estep 
Score: -11965298.000000 Penalty: 3751.288574
	Iteration 213Q: 3 clusters Score -1.19653e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 96154 members 
Entering Unmasked Estep 
Score: -11965288.000000 Penalty: 3751.288574
	Iteration 214Q: 3 clusters Score -1.196529e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 96316 members 
Entering Unmasked Estep 
Score: -11965222.000000 Penalty: 3751.288574
	Iteration 215Q: 3 clusters Score -1.196522e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 96482 members 
Entering Unmasked Estep 
Score: -11965227.000000 Penalty: 3751.288574
	Iteration 216Q: 3 clusters Score -1.196523e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 96654 members 
Entering Unmasked Estep 
Score: -11965222.000000 Penalty: 3751.288574
	Iteration 217Q: 3 clusters Score -1.196522e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 96816 members 
Entering Unmasked Estep 
Score: -11965201.000000 Penalty: 3751.288574
	Iteration 218Q: 3 clusters Score -1.19652e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 96966 members 
Entering Unmasked Estep 
Score: -11965199.000000 Penalty: 3751.288574
	Iteration 219Q: 3 clusters Score -1.19652e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -11965180.000000 Penalty: 3751.288574
	Iteration 220F: 3 clusters Score -1.196518e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 97297 members 
Entering Unmasked Estep 
Score: -11965173.000000 Penalty: 3751.288574
	Iteration 221Q: 3 clusters Score -1.196517e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -11965162.000000 Penalty: 3751.288574
	Iteration 222Q: 3 clusters Score -1.196516e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 97556 members 
Entering Unmasked Estep 
Score: -11965155.000000 Penalty: 3751.288574
	Iteration 223Q: 3 clusters Score -1.196516e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 97694 members 
Entering Unmasked Estep 
Score: -11965158.000000 Penalty: 3751.288574
	Iteration 224Q: 3 clusters Score -1.196516e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 97852 members 
Entering Unmasked Estep 
Score: -11965103.000000 Penalty: 3751.288574
	Iteration 225Q: 3 clusters Score -1.19651e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 98027 members 
Entering Unmasked Estep 
Score: -11965110.000000 Penalty: 3751.288574
	Iteration 226Q: 3 clusters Score -1.196511e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 98195 members 
Entering Unmasked Estep 
Score: -11965119.000000 Penalty: 3751.288574
	Iteration 227Q: 3 clusters Score -1.196512e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 98359 members 
Entering Unmasked Estep 
Score: -11965104.000000 Penalty: 3751.288574
	Iteration 228Q: 3 clusters Score -1.19651e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 98513 members 
Entering Unmasked Estep 
Score: -11965073.000000 Penalty: 3751.288574
	Iteration 229Q: 3 clusters Score -1.196507e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 98664 members 
Entering Unmasked Estep 
Score: -11965053.000000 Penalty: 3751.288574
	Iteration 230Q: 3 clusters Score -1.196505e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 98811 members 
Entering Unmasked Estep 
Score: -11965038.000000 Penalty: 3751.288574
	Iteration 231Q: 3 clusters Score -1.196504e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
Score: -11964987.000000 Penalty: 3751.288574
	Iteration 232Q: 3 clusters Score -1.196499e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 99083 members 
Entering Unmasked Estep 
Score: -11964941.000000 Penalty: 3751.288574
	Iteration 233Q: 3 clusters Score -1.196494e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 99228 members 
Entering Unmasked Estep 
Score: -11964935.000000 Penalty: 3751.288574
	Iteration 234Q: 3 clusters Score -1.196494e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 99400 members 
Entering Unmasked Estep 
Score: -11964894.000000 Penalty: 3751.288574
	Iteration 235Q: 3 clusters Score -1.196489e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 99570 members 
Entering Unmasked Estep 
Score: -11964896.000000 Penalty: 3751.288574
	Iteration 236Q: 3 clusters Score -1.19649e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 99712 members 
Entering Unmasked Estep 
Score: -11964887.000000 Penalty: 3751.288574
	Iteration 237Q: 3 clusters Score -1.196489e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 99849 members 
Entering Unmasked Estep 
Score: -11964854.000000 Penalty: 3751.288574
	Iteration 238Q: 3 clusters Score -1.196485e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 99986 members 
Entering Unmasked Estep 
Score: -11964860.000000 Penalty: 3751.288574
	Iteration 239Q: 3 clusters Score -1.196486e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -11964817.000000 Penalty: 3751.288574
	Iteration 240F: 3 clusters Score -1.196482e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 100262 members 
Entering Unmasked Estep 
Score: -11964800.000000 Penalty: 3751.288574
	Iteration 241Q: 3 clusters Score -1.19648e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 100385 members 
Entering Unmasked Estep 
Score: -11964782.000000 Penalty: 3751.288574
	Iteration 242Q: 3 clusters Score -1.196478e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -11964735.000000 Penalty: 3751.288574
	Iteration 243Q: 3 clusters Score -1.196474e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 100666 members 
Entering Unmasked Estep 
Score: -11964712.000000 Penalty: 3751.288574
	Iteration 244Q: 3 clusters Score -1.196471e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -11964705.000000 Penalty: 3751.288574
	Iteration 245Q: 3 clusters Score -1.19647e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 100996 members 
Entering Unmasked Estep 
Score: -11964686.000000 Penalty: 3751.288574
	Iteration 246Q: 3 clusters Score -1.196469e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -11964682.000000 Penalty: 3751.288574
	Iteration 247Q: 3 clusters Score -1.196468e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 101305 members 
Entering Unmasked Estep 
Score: -11964646.000000 Penalty: 3751.288574
	Iteration 248Q: 3 clusters Score -1.196465e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -11964626.000000 Penalty: 3751.288574
	Iteration 249Q: 3 clusters Score -1.196463e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 101567 members 
Entering Unmasked Estep 
Score: -11964644.000000 Penalty: 3751.288574
	Iteration 250Q: 3 clusters Score -1.196464e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 101674 members 
Entering Unmasked Estep 
Score: -11964666.000000 Penalty: 3751.288574
	Iteration 251Q: 3 clusters Score -1.196467e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -11964672.000000 Penalty: 3751.288574
	Iteration 252Q: 3 clusters Score -1.196467e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 101871 members 
Entering Unmasked Estep 
Score: -11964662.000000 Penalty: 3751.288574
	Iteration 253Q: 3 clusters Score -1.196466e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 101949 members 
Entering Unmasked Estep 
Score: -11964672.000000 Penalty: 3751.288574
	Iteration 254Q: 3 clusters Score -1.196467e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 102011 members 
Entering Unmasked Estep 
Score: -11964667.000000 Penalty: 3751.288574
	Iteration 255Q: 3 clusters Score -1.196467e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 102053 members 
Entering Unmasked Estep 
Score: -11964682.000000 Penalty: 3751.288574
	Iteration 256Q: 3 clusters Score -1.196468e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 102094 members 
Entering Unmasked Estep 
Score: -11964699.000000 Penalty: 3751.288574
	Iteration 257Q: 3 clusters Score -1.19647e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 102127 members 
Entering Unmasked Estep 
Score: -11964688.000000 Penalty: 3751.288574
	Iteration 258Q: 3 clusters Score -1.196469e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 102164 members 
Entering Unmasked Estep 
Score: -11964671.000000 Penalty: 3751.288574
	Iteration 259Q: 3 clusters Score -1.196467e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 102185 members 
Entering Unmasked Estep 
Score: -11964669.000000 Penalty: 3751.288574
	Iteration 260F: 3 clusters Score -1.196467e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 102211 members 
Entering Unmasked Estep 
Score: -11964667.000000 Penalty: 3751.288574
	Iteration 261Q: 3 clusters Score -1.196467e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 102236 members 
Entering Unmasked Estep 
Score: -11964652.000000 Penalty: 3751.288574
	Iteration 262Q: 3 clusters Score -1.196465e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 102252 members 
Entering Unmasked Estep 
Score: -11964672.000000 Penalty: 3751.288574
	Iteration 263Q: 3 clusters Score -1.196467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -11964665.000000 Penalty: 3751.288574
	Iteration 264Q: 3 clusters Score -1.196466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 102281 members 
Entering Unmasked Estep 
Score: -11964681.000000 Penalty: 3751.288574
	Iteration 265Q: 3 clusters Score -1.196468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 102293 members 
Entering Unmasked Estep 
Score: -11964678.000000 Penalty: 3751.288574
	Iteration 266Q: 3 clusters Score -1.196468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 102299 members 
Entering Unmasked Estep 
Score: -11964684.000000 Penalty: 3751.288574
	Iteration 267Q: 3 clusters Score -1.196468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 102305 members 
Entering Unmasked Estep 
Score: -11964684.000000 Penalty: 3751.288574
	Iteration 268Q: 3 clusters Score -1.196468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 102309 members 
Entering Unmasked Estep 
Score: -11964676.000000 Penalty: 3751.288574
	Iteration 269Q: 3 clusters Score -1.196468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 102315 members 
Entering Unmasked Estep 
Score: -11964674.000000 Penalty: 3751.288574
	Iteration 270Q: 3 clusters Score -1.196467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
Score: -11964664.000000 Penalty: 3751.288574
	Iteration 271Q: 3 clusters Score -1.196466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 102328 members 
Entering Unmasked Estep 
Score: -11964669.000000 Penalty: 3751.288574
	Iteration 272Q: 3 clusters Score -1.196467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -11964679.000000 Penalty: 3751.288574
	Iteration 273Q: 3 clusters Score -1.196468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 102348 members 
Entering Unmasked Estep 
Score: -11964672.000000 Penalty: 3751.288574
	Iteration 274Q: 3 clusters Score -1.196467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 102352 members 
Entering Unmasked Estep 
Score: -11964682.000000 Penalty: 3751.288574
	Iteration 275Q: 3 clusters Score -1.196468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 102357 members 
Entering Unmasked Estep 
Score: -11964682.000000 Penalty: 3751.288574
	Iteration 276Q: 3 clusters Score -1.196468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 102359 members 
Entering Unmasked Estep 
Score: -11964686.000000 Penalty: 3751.288574
	Iteration 277Q: 3 clusters Score -1.196469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 102360 members 
Entering Unmasked Estep 
Score: -11964684.000000 Penalty: 3751.288574
	Iteration 278Q: 3 clusters Score -1.196468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 102362 members 
Entering Unmasked Estep 
Score: -11964679.000000 Penalty: 3751.288574
	Iteration 279Q: 3 clusters Score -1.196468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 102362 members 
Entering Unmasked Estep 
Score: -11964679.000000 Penalty: 3751.288574
	Iteration 280F: 3 clusters Score -1.196468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Entering Unmasked Estep 
Score: -5704118.000000 Penalty: 1754.788330
	Iteration 0F: 2 clusters Score -5704118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -5671295.500000 Penalty: 3509.576660
	Iteration 0F: 3 clusters Score -5671296 nChanged 23000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5684247.500000 Penalty: 3509.576660
	Iteration 1F: 3 clusters Score -5684248 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -5684641.500000 Penalty: 3509.576660
	Iteration 2Q: 3 clusters Score -5684642 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -5685172.500000 Penalty: 3509.576660
	Iteration 3Q: 3 clusters Score -5685172 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -5685907.000000 Penalty: 3509.576660
	Iteration 4Q: 3 clusters Score -5685907 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -5687247.500000 Penalty: 3509.576660
	Iteration 5F: 3 clusters Score -5687248 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -5689582.500000 Penalty: 3509.576660
	Iteration 6F: 3 clusters Score -5689582 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -5693634.500000 Penalty: 3509.576660
	Iteration 7F: 3 clusters Score -5693634 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -5698161.500000 Penalty: 3509.576660
	Iteration 8F: 3 clusters Score -5698162 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5701009.500000 Penalty: 3509.576660
	Iteration 9F: 3 clusters Score -5701010 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5702066.000000 Penalty: 3509.576660
	Iteration 10Q: 3 clusters Score -5702066 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5702364.500000 Penalty: 3509.576660
	Iteration 11Q: 3 clusters Score -5702364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -5702429.000000 Penalty: 3509.576660
	Iteration 12Q: 3 clusters Score -5702429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -5702461.000000 Penalty: 3509.576660
	Iteration 13Q: 3 clusters Score -5702461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5702488.000000 Penalty: 3509.576660
	Iteration 14Q: 3 clusters Score -5702488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5702497.500000 Penalty: 3509.576660
	Iteration 15Q: 3 clusters Score -5702498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5702502.500000 Penalty: 3509.576660
	Iteration 16Q: 3 clusters Score -5702502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5702505.000000 Penalty: 3509.576660
	Iteration 17Q: 3 clusters Score -5702505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5702505.000000 Penalty: 3509.576660
	Iteration 18F: 3 clusters Score -5702505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Entering Unmasked Estep 
Score: -1201390.625000 Penalty: 1505.134033
	Iteration 0F: 2 clusters Score -1201391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1193935.375000 Penalty: 3010.268066
	Iteration 0F: 3 clusters Score -1193935 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1196392.375000 Penalty: 3010.268066
	Iteration 1F: 3 clusters Score -1196392 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1196672.750000 Penalty: 3010.268066
	Iteration 2F: 3 clusters Score -1196673 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1196990.625000 Penalty: 3010.268066
	Iteration 3F: 3 clusters Score -1196991 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1197399.250000 Penalty: 3010.268066
	Iteration 4F: 3 clusters Score -1197399 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1197945.250000 Penalty: 3010.268066
	Iteration 5F: 3 clusters Score -1197945 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1198524.125000 Penalty: 3010.268066
	Iteration 6F: 3 clusters Score -1198524 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1199036.625000 Penalty: 3010.268066
	Iteration 7F: 3 clusters Score -1199037 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1199438.250000 Penalty: 3010.268066
	Iteration 8Q: 3 clusters Score -1199438 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1199732.500000 Penalty: 3010.268066
	Iteration 9Q: 3 clusters Score -1199732 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1199933.750000 Penalty: 3010.268066
	Iteration 10Q: 3 clusters Score -1199934 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1200033.875000 Penalty: 3010.268066
	Iteration 11Q: 3 clusters Score -1200034 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1200075.250000 Penalty: 3010.268066
	Iteration 12Q: 3 clusters Score -1200075 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1200103.750000 Penalty: 3010.268066
	Iteration 13Q: 3 clusters Score -1200104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1200128.500000 Penalty: 3010.268066
	Iteration 14Q: 3 clusters Score -1200128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1200138.250000 Penalty: 3010.268066
	Iteration 15Q: 3 clusters Score -1200138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1200143.125000 Penalty: 3010.268066
	Iteration 16Q: 3 clusters Score -1200143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1200150.625000 Penalty: 3010.268066
	Iteration 17Q: 3 clusters Score -1200151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1200151.000000 Penalty: 3010.268066
	Iteration 18Q: 3 clusters Score -1200151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1200152.250000 Penalty: 3010.268066
	Iteration 19Q: 3 clusters Score -1200152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1200157.000000 Penalty: 3010.268066
	Iteration 20F: 3 clusters Score -1200157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1200156.375000 Penalty: 3010.268066
	Iteration 21Q: 3 clusters Score -1200156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1200156.125000 Penalty: 3010.268066
	Iteration 22Q: 3 clusters Score -1200156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1200155.000000 Penalty: 3010.268066
	Iteration 23Q: 3 clusters Score -1200155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1200158.375000 Penalty: 3010.268066
	Iteration 24Q: 3 clusters Score -1200158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1200158.375000 Penalty: 3010.268066
	Iteration 25Q: 3 clusters Score -1200158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1200158.375000 Penalty: 3010.268066
	Iteration 26F: 3 clusters Score -1200158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Entering Unmasked Estep 
Score: -1314776.375000 Penalty: 1514.936523
	Iteration 0F: 2 clusters Score -1314776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1306808.250000 Penalty: 3029.873047
	Iteration 0F: 3 clusters Score -1306808 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1309331.625000 Penalty: 3029.873047
	Iteration 1F: 3 clusters Score -1309332 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1309567.000000 Penalty: 3029.873047
	Iteration 2F: 3 clusters Score -1309567 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1309734.750000 Penalty: 3029.873047
	Iteration 3Q: 3 clusters Score -1309735 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1309880.875000 Penalty: 3029.873047
	Iteration 4Q: 3 clusters Score -1309881 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1310030.125000 Penalty: 3029.873047
	Iteration 5Q: 3 clusters Score -1310030 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1310231.625000 Penalty: 3029.873047
	Iteration 6Q: 3 clusters Score -1310232 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1310531.875000 Penalty: 3029.873047
	Iteration 7Q: 3 clusters Score -1310532 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1310948.750000 Penalty: 3029.873047
	Iteration 8F: 3 clusters Score -1310949 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1311458.000000 Penalty: 3029.873047
	Iteration 9F: 3 clusters Score -1311458 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1312036.000000 Penalty: 3029.873047
	Iteration 10F: 3 clusters Score -1312036 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1312566.125000 Penalty: 3029.873047
	Iteration 11F: 3 clusters Score -1312566 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1312937.500000 Penalty: 3029.873047
	Iteration 12Q: 3 clusters Score -1312938 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1313176.375000 Penalty: 3029.873047
	Iteration 13Q: 3 clusters Score -1313176 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1313313.375000 Penalty: 3029.873047
	Iteration 14Q: 3 clusters Score -1313313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1313376.375000 Penalty: 3029.873047
	Iteration 15Q: 3 clusters Score -1313376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1313419.125000 Penalty: 3029.873047
	Iteration 16Q: 3 clusters Score -1313419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1313443.875000 Penalty: 3029.873047
	Iteration 17Q: 3 clusters Score -1313444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1313460.375000 Penalty: 3029.873047
	Iteration 18Q: 3 clusters Score -1313460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1313467.000000 Penalty: 3029.873047
	Iteration 19Q: 3 clusters Score -1313467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1313472.125000 Penalty: 3029.873047
	Iteration 20F: 3 clusters Score -1313472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1313473.875000 Penalty: 3029.873047
	Iteration 21Q: 3 clusters Score -1313474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1313475.875000 Penalty: 3029.873047
	Iteration 22Q: 3 clusters Score -1313476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1313475.875000 Penalty: 3029.873047
	Iteration 23F: 3 clusters Score -1313476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Entering Unmasked Estep 
Score: -1455461.500000 Penalty: 1534.003662
	Iteration 0F: 2 clusters Score -1455462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1446565.750000 Penalty: 3068.007324
	Iteration 0F: 3 clusters Score -1446566 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1449496.375000 Penalty: 3068.007324
	Iteration 1F: 3 clusters Score -1449496 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1449813.500000 Penalty: 3068.007324
	Iteration 2F: 3 clusters Score -1449814 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1450081.000000 Penalty: 3068.007324
	Iteration 3Q: 3 clusters Score -1450081 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1450310.250000 Penalty: 3068.007324
	Iteration 4Q: 3 clusters Score -1450310 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1450581.875000 Penalty: 3068.007324
	Iteration 5Q: 3 clusters Score -1450582 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1450898.500000 Penalty: 3068.007324
	Iteration 6Q: 3 clusters Score -1450898 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1451302.625000 Penalty: 3068.007324
	Iteration 7F: 3 clusters Score -1451303 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1451824.875000 Penalty: 3068.007324
	Iteration 8F: 3 clusters Score -1451825 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1452337.625000 Penalty: 3068.007324
	Iteration 9F: 3 clusters Score -1452338 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1452797.250000 Penalty: 3068.007324
	Iteration 10Q: 3 clusters Score -1452797 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1453115.750000 Penalty: 3068.007324
	Iteration 11Q: 3 clusters Score -1453116 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1453282.250000 Penalty: 3068.007324
	Iteration 12Q: 3 clusters Score -1453282 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1453409.750000 Penalty: 3068.007324
	Iteration 13Q: 3 clusters Score -1453410 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1453496.125000 Penalty: 3068.007324
	Iteration 14Q: 3 clusters Score -1453496 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1453555.000000 Penalty: 3068.007324
	Iteration 15Q: 3 clusters Score -1453555 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1453601.125000 Penalty: 3068.007324
	Iteration 16Q: 3 clusters Score -1453601 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1453642.500000 Penalty: 3068.007324
	Iteration 17Q: 3 clusters Score -1453642 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1453672.125000 Penalty: 3068.007324
	Iteration 18Q: 3 clusters Score -1453672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1453702.500000 Penalty: 3068.007324
	Iteration 19Q: 3 clusters Score -1453702 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1453724.375000 Penalty: 3068.007324
	Iteration 20F: 3 clusters Score -1453724 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1453753.500000 Penalty: 3068.007324
	Iteration 21Q: 3 clusters Score -1453754 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1453785.500000 Penalty: 3068.007324
	Iteration 22Q: 3 clusters Score -1453786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1453813.125000 Penalty: 3068.007324
	Iteration 23Q: 3 clusters Score -1453813 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1453839.750000 Penalty: 3068.007324
	Iteration 24Q: 3 clusters Score -1453840 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1453863.375000 Penalty: 3068.007324
	Iteration 25Q: 3 clusters Score -1453863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1453881.375000 Penalty: 3068.007324
	Iteration 26Q: 3 clusters Score -1453881 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1453901.375000 Penalty: 3068.007324
	Iteration 27Q: 3 clusters Score -1453901 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1453912.750000 Penalty: 3068.007324
	Iteration 28Q: 3 clusters Score -1453913 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1453922.500000 Penalty: 3068.007324
	Iteration 29Q: 3 clusters Score -1453922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1453929.375000 Penalty: 3068.007324
	Iteration 30Q: 3 clusters Score -1453929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1453940.125000 Penalty: 3068.007324
	Iteration 31Q: 3 clusters Score -1453940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1453953.000000 Penalty: 3068.007324
	Iteration 32Q: 3 clusters Score -1453953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1453962.125000 Penalty: 3068.007324
	Iteration 33Q: 3 clusters Score -1453962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1453963.500000 Penalty: 3068.007324
	Iteration 34Q: 3 clusters Score -1453964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1453970.625000 Penalty: 3068.007324
	Iteration 35Q: 3 clusters Score -1453971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1453981.625000 Penalty: 3068.007324
	Iteration 36Q: 3 clusters Score -1453982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1453992.000000 Penalty: 3068.007324
	Iteration 37Q: 3 clusters Score -1453992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1454007.750000 Penalty: 3068.007324
	Iteration 38Q: 3 clusters Score -1454008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1454023.250000 Penalty: 3068.007324
	Iteration 39Q: 3 clusters Score -1454023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1454030.875000 Penalty: 3068.007324
	Iteration 40F: 3 clusters Score -1454031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1454041.375000 Penalty: 3068.007324
	Iteration 41Q: 3 clusters Score -1454041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1454049.625000 Penalty: 3068.007324
	Iteration 42Q: 3 clusters Score -1454050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1454056.625000 Penalty: 3068.007324
	Iteration 43Q: 3 clusters Score -1454057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1454066.250000 Penalty: 3068.007324
	Iteration 44Q: 3 clusters Score -1454066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1454078.750000 Penalty: 3068.007324
	Iteration 45Q: 3 clusters Score -1454079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1454092.375000 Penalty: 3068.007324
	Iteration 46Q: 3 clusters Score -1454092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1454100.375000 Penalty: 3068.007324
	Iteration 47Q: 3 clusters Score -1454100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1454106.875000 Penalty: 3068.007324
	Iteration 48Q: 3 clusters Score -1454107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1454118.375000 Penalty: 3068.007324
	Iteration 49Q: 3 clusters Score -1454118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1454129.500000 Penalty: 3068.007324
	Iteration 50Q: 3 clusters Score -1454130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1454130.750000 Penalty: 3068.007324
	Iteration 51Q: 3 clusters Score -1454131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1454135.375000 Penalty: 3068.007324
	Iteration 52Q: 3 clusters Score -1454135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1454140.500000 Penalty: 3068.007324
	Iteration 53Q: 3 clusters Score -1454140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1454147.875000 Penalty: 3068.007324
	Iteration 54Q: 3 clusters Score -1454148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1454155.125000 Penalty: 3068.007324
	Iteration 55Q: 3 clusters Score -1454155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1454164.000000 Penalty: 3068.007324
	Iteration 56Q: 3 clusters Score -1454164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1454167.500000 Penalty: 3068.007324
	Iteration 57Q: 3 clusters Score -1454168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1454178.000000 Penalty: 3068.007324
	Iteration 58Q: 3 clusters Score -1454178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1454184.625000 Penalty: 3068.007324
	Iteration 59Q: 3 clusters Score -1454185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1454187.875000 Penalty: 3068.007324
	Iteration 60F: 3 clusters Score -1454188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1454194.250000 Penalty: 3068.007324
	Iteration 61Q: 3 clusters Score -1454194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1454200.375000 Penalty: 3068.007324
	Iteration 62Q: 3 clusters Score -1454200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1454200.625000 Penalty: 3068.007324
	Iteration 63Q: 3 clusters Score -1454201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1454203.250000 Penalty: 3068.007324
	Iteration 64Q: 3 clusters Score -1454203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1454207.375000 Penalty: 3068.007324
	Iteration 65Q: 3 clusters Score -1454207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1454206.625000 Penalty: 3068.007324
	Iteration 66Q: 3 clusters Score -1454207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1454210.125000 Penalty: 3068.007324
	Iteration 67Q: 3 clusters Score -1454210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1454210.375000 Penalty: 3068.007324
	Iteration 68Q: 3 clusters Score -1454210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1454212.625000 Penalty: 3068.007324
	Iteration 69Q: 3 clusters Score -1454213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1454217.750000 Penalty: 3068.007324
	Iteration 70Q: 3 clusters Score -1454218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1454215.125000 Penalty: 3068.007324
	Iteration 71Q: 3 clusters Score -1454215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1454217.000000 Penalty: 3068.007324
	Iteration 72Q: 3 clusters Score -1454217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1454218.875000 Penalty: 3068.007324
	Iteration 73Q: 3 clusters Score -1454219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1454218.875000 Penalty: 3068.007324
	Iteration 74Q: 3 clusters Score -1454219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1454219.750000 Penalty: 3068.007324
	Iteration 75Q: 3 clusters Score -1454220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1454222.500000 Penalty: 3068.007324
	Iteration 76Q: 3 clusters Score -1454222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1454223.625000 Penalty: 3068.007324
	Iteration 77Q: 3 clusters Score -1454224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1454223.875000 Penalty: 3068.007324
	Iteration 78Q: 3 clusters Score -1454224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1454225.250000 Penalty: 3068.007324
	Iteration 79Q: 3 clusters Score -1454225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1454224.750000 Penalty: 3068.007324
	Iteration 80F: 3 clusters Score -1454225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1454226.250000 Penalty: 3068.007324
	Iteration 81Q: 3 clusters Score -1454226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1454226.125000 Penalty: 3068.007324
	Iteration 82Q: 3 clusters Score -1454226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1454224.625000 Penalty: 3068.007324
	Iteration 83Q: 3 clusters Score -1454225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1454224.375000 Penalty: 3068.007324
	Iteration 84Q: 3 clusters Score -1454224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1454224.375000 Penalty: 3068.007324
	Iteration 85F: 3 clusters Score -1454224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (145596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145596 members 
Entering Unmasked Estep 
Score: -16520059.000000 Penalty: 1931.895996
	Iteration 0F: 2 clusters Score -1.652006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
Score: -16424165.000000 Penalty: 3863.791992
	Iteration 0F: 3 clusters Score -1.642416e+07 nChanged 70290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -16465644.000000 Penalty: 3863.791992
	Iteration 1F: 3 clusters Score -1.646564e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73920 members 
Mstep: Class 2 contains 71676 members 
Entering Unmasked Estep 
Score: -16466022.000000 Penalty: 3863.791992
	Iteration 2Q: 3 clusters Score -1.646602e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -16466560.000000 Penalty: 3863.791992
	Iteration 3Q: 3 clusters Score -1.646656e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 70075 members 
Entering Unmasked Estep 
Score: -16467312.000000 Penalty: 3863.791992
	Iteration 4Q: 3 clusters Score -1.646731e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76983 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -16468335.000000 Penalty: 3863.791992
	Iteration 5Q: 3 clusters Score -1.646834e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79195 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -16469958.000000 Penalty: 3863.791992
	Iteration 6Q: 3 clusters Score -1.646996e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 63212 members 
Entering Unmasked Estep 
Score: -16472705.000000 Penalty: 3863.791992
	Iteration 7Q: 3 clusters Score -1.64727e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86836 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -16477560.000000 Penalty: 3863.791992
	Iteration 8F: 3 clusters Score -1.647756e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91949 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -16485408.000000 Penalty: 3863.791992
	Iteration 9F: 3 clusters Score -1.648541e+07 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96835 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -16493951.000000 Penalty: 3863.791992
	Iteration 10F: 3 clusters Score -1.649395e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100317 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -16500000.000000 Penalty: 3863.791992
	Iteration 11F: 3 clusters Score -1.65e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103022 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -16502550.000000 Penalty: 3863.791992
	Iteration 12Q: 3 clusters Score -1.650255e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105759 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -16504032.000000 Penalty: 3863.791992
	Iteration 13Q: 3 clusters Score -1.650403e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108508 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -16505354.000000 Penalty: 3863.791992
	Iteration 14Q: 3 clusters Score -1.650535e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111294 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -16506685.000000 Penalty: 3863.791992
	Iteration 15Q: 3 clusters Score -1.650668e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114020 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -16508083.000000 Penalty: 3863.791992
	Iteration 16Q: 3 clusters Score -1.650808e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116588 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -16509561.000000 Penalty: 3863.791992
	Iteration 17Q: 3 clusters Score -1.650956e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118949 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -16510789.000000 Penalty: 3863.791992
	Iteration 18Q: 3 clusters Score -1.651079e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121097 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -16511911.000000 Penalty: 3863.791992
	Iteration 19Q: 3 clusters Score -1.651191e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123022 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -16512817.000000 Penalty: 3863.791992
	Iteration 20F: 3 clusters Score -1.651282e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124802 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -16513646.000000 Penalty: 3863.791992
	Iteration 21Q: 3 clusters Score -1.651365e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126396 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -16514251.000000 Penalty: 3863.791992
	Iteration 22Q: 3 clusters Score -1.651425e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127784 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -16514783.000000 Penalty: 3863.791992
	Iteration 23Q: 3 clusters Score -1.651478e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129075 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -16515254.000000 Penalty: 3863.791992
	Iteration 24Q: 3 clusters Score -1.651525e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130222 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -16515678.000000 Penalty: 3863.791992
	Iteration 25Q: 3 clusters Score -1.651568e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131280 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -16515938.000000 Penalty: 3863.791992
	Iteration 26Q: 3 clusters Score -1.651594e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132255 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -16516210.000000 Penalty: 3863.791992
	Iteration 27Q: 3 clusters Score -1.651621e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133127 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -16516334.000000 Penalty: 3863.791992
	Iteration 28Q: 3 clusters Score -1.651633e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133916 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -16516512.000000 Penalty: 3863.791992
	Iteration 29Q: 3 clusters Score -1.651651e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134623 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -16516643.000000 Penalty: 3863.791992
	Iteration 30Q: 3 clusters Score -1.651664e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135252 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -16516772.000000 Penalty: 3863.791992
	Iteration 31Q: 3 clusters Score -1.651677e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135845 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -16516872.000000 Penalty: 3863.791992
	Iteration 32Q: 3 clusters Score -1.651687e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136420 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -16516967.000000 Penalty: 3863.791992
	Iteration 33Q: 3 clusters Score -1.651697e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137001 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -16517054.000000 Penalty: 3863.791992
	Iteration 34Q: 3 clusters Score -1.651705e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137489 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -16517117.000000 Penalty: 3863.791992
	Iteration 35Q: 3 clusters Score -1.651712e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137927 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -16517187.000000 Penalty: 3863.791992
	Iteration 36Q: 3 clusters Score -1.651719e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138342 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -16517275.000000 Penalty: 3863.791992
	Iteration 37Q: 3 clusters Score -1.651728e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138710 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -16517293.000000 Penalty: 3863.791992
	Iteration 38Q: 3 clusters Score -1.651729e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139045 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -16517360.000000 Penalty: 3863.791992
	Iteration 39Q: 3 clusters Score -1.651736e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139393 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -16517438.000000 Penalty: 3863.791992
	Iteration 40F: 3 clusters Score -1.651744e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139740 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -16517530.000000 Penalty: 3863.791992
	Iteration 41Q: 3 clusters Score -1.651753e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140060 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -16517614.000000 Penalty: 3863.791992
	Iteration 42Q: 3 clusters Score -1.651761e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140349 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -16517642.000000 Penalty: 3863.791992
	Iteration 43Q: 3 clusters Score -1.651764e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140615 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -16517710.000000 Penalty: 3863.791992
	Iteration 44Q: 3 clusters Score -1.651771e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140855 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -16517757.000000 Penalty: 3863.791992
	Iteration 45Q: 3 clusters Score -1.651776e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141106 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -16517832.000000 Penalty: 3863.791992
	Iteration 46Q: 3 clusters Score -1.651783e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141338 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -16517848.000000 Penalty: 3863.791992
	Iteration 47Q: 3 clusters Score -1.651785e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141566 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -16517918.000000 Penalty: 3863.791992
	Iteration 48Q: 3 clusters Score -1.651792e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141803 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -16517925.000000 Penalty: 3863.791992
	Iteration 49Q: 3 clusters Score -1.651792e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142000 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -16517954.000000 Penalty: 3863.791992
	Iteration 50Q: 3 clusters Score -1.651795e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142174 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -16517928.000000 Penalty: 3863.791992
	Iteration 51Q: 3 clusters Score -1.651793e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142340 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -16518022.000000 Penalty: 3863.791992
	Iteration 52Q: 3 clusters Score -1.651802e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142505 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -16518043.000000 Penalty: 3863.791992
	Iteration 53Q: 3 clusters Score -1.651804e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142652 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -16518075.000000 Penalty: 3863.791992
	Iteration 54Q: 3 clusters Score -1.651808e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142797 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -16518112.000000 Penalty: 3863.791992
	Iteration 55Q: 3 clusters Score -1.651811e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142913 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -16518135.000000 Penalty: 3863.791992
	Iteration 56Q: 3 clusters Score -1.651814e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143039 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -16518129.000000 Penalty: 3863.791992
	Iteration 57Q: 3 clusters Score -1.651813e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143157 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -16518146.000000 Penalty: 3863.791992
	Iteration 58Q: 3 clusters Score -1.651815e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143263 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -16518129.000000 Penalty: 3863.791992
	Iteration 59Q: 3 clusters Score -1.651813e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143359 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -16518143.000000 Penalty: 3863.791992
	Iteration 60F: 3 clusters Score -1.651814e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143455 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -16518157.000000 Penalty: 3863.791992
	Iteration 61Q: 3 clusters Score -1.651816e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143556 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -16518182.000000 Penalty: 3863.791992
	Iteration 62Q: 3 clusters Score -1.651818e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143646 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -16518209.000000 Penalty: 3863.791992
	Iteration 63Q: 3 clusters Score -1.651821e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143723 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -16518226.000000 Penalty: 3863.791992
	Iteration 64Q: 3 clusters Score -1.651823e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143797 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -16518233.000000 Penalty: 3863.791992
	Iteration 65Q: 3 clusters Score -1.651823e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143867 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -16518256.000000 Penalty: 3863.791992
	Iteration 66Q: 3 clusters Score -1.651826e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143935 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -16518292.000000 Penalty: 3863.791992
	Iteration 67Q: 3 clusters Score -1.651829e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144005 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -16518319.000000 Penalty: 3863.791992
	Iteration 68Q: 3 clusters Score -1.651832e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144078 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -16518352.000000 Penalty: 3863.791992
	Iteration 69Q: 3 clusters Score -1.651835e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144150 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -16518377.000000 Penalty: 3863.791992
	Iteration 70Q: 3 clusters Score -1.651838e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144218 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -16518405.000000 Penalty: 3863.791992
	Iteration 71Q: 3 clusters Score -1.65184e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144276 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -16518411.000000 Penalty: 3863.791992
	Iteration 72Q: 3 clusters Score -1.651841e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144324 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -16518403.000000 Penalty: 3863.791992
	Iteration 73Q: 3 clusters Score -1.65184e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144366 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -16518419.000000 Penalty: 3863.791992
	Iteration 74Q: 3 clusters Score -1.651842e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144406 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -16518392.000000 Penalty: 3863.791992
	Iteration 75Q: 3 clusters Score -1.651839e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144446 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -16518424.000000 Penalty: 3863.791992
	Iteration 76Q: 3 clusters Score -1.651842e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144483 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -16518436.000000 Penalty: 3863.791992
	Iteration 77Q: 3 clusters Score -1.651844e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144514 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -16518462.000000 Penalty: 3863.791992
	Iteration 78Q: 3 clusters Score -1.651846e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144543 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -16518472.000000 Penalty: 3863.791992
	Iteration 79Q: 3 clusters Score -1.651847e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144575 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -16518469.000000 Penalty: 3863.791992
	Iteration 80F: 3 clusters Score -1.651847e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144605 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -16518470.000000 Penalty: 3863.791992
	Iteration 81Q: 3 clusters Score -1.651847e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144634 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -16518462.000000 Penalty: 3863.791992
	Iteration 82Q: 3 clusters Score -1.651846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144657 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -16518483.000000 Penalty: 3863.791992
	Iteration 83Q: 3 clusters Score -1.651848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144681 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -16518498.000000 Penalty: 3863.791992
	Iteration 84Q: 3 clusters Score -1.65185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144697 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -16518495.000000 Penalty: 3863.791992
	Iteration 85Q: 3 clusters Score -1.65185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144714 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16518491.000000 Penalty: 3863.791992
	Iteration 86Q: 3 clusters Score -1.651849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144730 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -16518490.000000 Penalty: 3863.791992
	Iteration 87Q: 3 clusters Score -1.651849e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144744 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -16518490.000000 Penalty: 3863.791992
	Iteration 88Q: 3 clusters Score -1.651849e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144760 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16518476.000000 Penalty: 3863.791992
	Iteration 89Q: 3 clusters Score -1.651848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144776 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16518499.000000 Penalty: 3863.791992
	Iteration 90Q: 3 clusters Score -1.65185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144788 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -16518495.000000 Penalty: 3863.791992
	Iteration 91Q: 3 clusters Score -1.65185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144793 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -16518503.000000 Penalty: 3863.791992
	Iteration 92Q: 3 clusters Score -1.65185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144800 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -16518504.000000 Penalty: 3863.791992
	Iteration 93Q: 3 clusters Score -1.65185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144802 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -16518507.000000 Penalty: 3863.791992
	Iteration 94Q: 3 clusters Score -1.651851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144802 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -16518507.000000 Penalty: 3863.791992
	Iteration 95F: 3 clusters Score -1.651851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Entering Unmasked Estep 
Score: -422491.906250 Penalty: 1336.600708
	Iteration 0F: 2 clusters Score -422491.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -419311.500000 Penalty: 2673.201416
	Iteration 0F: 3 clusters Score -419311.5 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -420187.125000 Penalty: 2673.201416
	Iteration 1F: 3 clusters Score -420187.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -420413.750000 Penalty: 2673.201416
	Iteration 2F: 3 clusters Score -420413.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -420617.906250 Penalty: 2673.201416
	Iteration 3F: 3 clusters Score -420617.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -420838.937500 Penalty: 2673.201416
	Iteration 4F: 3 clusters Score -420838.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -421028.812500 Penalty: 2673.201416
	Iteration 5F: 3 clusters Score -421028.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -421182.906250 Penalty: 2673.201416
	Iteration 6F: 3 clusters Score -421182.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -421309.031250 Penalty: 2673.201416
	Iteration 7Q: 3 clusters Score -421309 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -421415.906250 Penalty: 2673.201416
	Iteration 8Q: 3 clusters Score -421415.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -421496.031250 Penalty: 2673.201416
	Iteration 9Q: 3 clusters Score -421496 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -421566.031250 Penalty: 2673.201416
	Iteration 10Q: 3 clusters Score -421566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -421620.562500 Penalty: 2673.201416
	Iteration 11Q: 3 clusters Score -421620.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -421666.375000 Penalty: 2673.201416
	Iteration 12Q: 3 clusters Score -421666.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -421695.062500 Penalty: 2673.201416
	Iteration 13Q: 3 clusters Score -421695.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -421724.687500 Penalty: 2673.201416
	Iteration 14Q: 3 clusters Score -421724.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -421748.531250 Penalty: 2673.201416
	Iteration 15Q: 3 clusters Score -421748.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -421767.031250 Penalty: 2673.201416
	Iteration 16Q: 3 clusters Score -421767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -421782.437500 Penalty: 2673.201416
	Iteration 17Q: 3 clusters Score -421782.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -421793.656250 Penalty: 2673.201416
	Iteration 18Q: 3 clusters Score -421793.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -421800.875000 Penalty: 2673.201416
	Iteration 19Q: 3 clusters Score -421800.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -421806.562500 Penalty: 2673.201416
	Iteration 20F: 3 clusters Score -421806.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -421811.375000 Penalty: 2673.201416
	Iteration 21Q: 3 clusters Score -421811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -421813.187500 Penalty: 2673.201416
	Iteration 22Q: 3 clusters Score -421813.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -421815.500000 Penalty: 2673.201416
	Iteration 23Q: 3 clusters Score -421815.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -421818.656250 Penalty: 2673.201416
	Iteration 24Q: 3 clusters Score -421818.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -421823.031250 Penalty: 2673.201416
	Iteration 25Q: 3 clusters Score -421823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -421824.187500 Penalty: 2673.201416
	Iteration 26Q: 3 clusters Score -421824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -421825.625000 Penalty: 2673.201416
	Iteration 27Q: 3 clusters Score -421825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -421826.593750 Penalty: 2673.201416
	Iteration 28Q: 3 clusters Score -421826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -421828.562500 Penalty: 2673.201416
	Iteration 29Q: 3 clusters Score -421828.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -421829.718750 Penalty: 2673.201416
	Iteration 30Q: 3 clusters Score -421829.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -421830.656250 Penalty: 2673.201416
	Iteration 31Q: 3 clusters Score -421830.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -421832.437500 Penalty: 2673.201416
	Iteration 32Q: 3 clusters Score -421832.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -421833.656250 Penalty: 2673.201416
	Iteration 33Q: 3 clusters Score -421833.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -421833.812500 Penalty: 2673.201416
	Iteration 34Q: 3 clusters Score -421833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -421833.812500 Penalty: 2673.201416
	Iteration 35F: 3 clusters Score -421833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Entering Unmasked Estep 
Score: -634941.000000 Penalty: 1399.413452
	Iteration 0F: 2 clusters Score -634941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -630662.062500 Penalty: 2798.826904
	Iteration 0F: 3 clusters Score -630662.1 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -631763.625000 Penalty: 2798.826904
	Iteration 1F: 3 clusters Score -631763.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -631906.437500 Penalty: 2798.826904
	Iteration 2F: 3 clusters Score -631906.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -632015.000000 Penalty: 2798.826904
	Iteration 3Q: 3 clusters Score -632015 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -632087.125000 Penalty: 2798.826904
	Iteration 4Q: 3 clusters Score -632087.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -632140.312500 Penalty: 2798.826904
	Iteration 5Q: 3 clusters Score -632140.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -632184.312500 Penalty: 2798.826904
	Iteration 6Q: 3 clusters Score -632184.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -632218.125000 Penalty: 2798.826904
	Iteration 7Q: 3 clusters Score -632218.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -632248.062500 Penalty: 2798.826904
	Iteration 8Q: 3 clusters Score -632248.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -632287.125000 Penalty: 2798.826904
	Iteration 9Q: 3 clusters Score -632287.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -632327.937500 Penalty: 2798.826904
	Iteration 10Q: 3 clusters Score -632327.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -632368.750000 Penalty: 2798.826904
	Iteration 11Q: 3 clusters Score -632368.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -632412.562500 Penalty: 2798.826904
	Iteration 12Q: 3 clusters Score -632412.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -632465.250000 Penalty: 2798.826904
	Iteration 13Q: 3 clusters Score -632465.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -632522.437500 Penalty: 2798.826904
	Iteration 14Q: 3 clusters Score -632522.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -632584.000000 Penalty: 2798.826904
	Iteration 15Q: 3 clusters Score -632584 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -632647.187500 Penalty: 2798.826904
	Iteration 16Q: 3 clusters Score -632647.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -632722.312500 Penalty: 2798.826904
	Iteration 17Q: 3 clusters Score -632722.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -632801.000000 Penalty: 2798.826904
	Iteration 18Q: 3 clusters Score -632801 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -632898.687500 Penalty: 2798.826904
	Iteration 19Q: 3 clusters Score -632898.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -633002.125000 Penalty: 2798.826904
	Iteration 20F: 3 clusters Score -633002.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -633113.312500 Penalty: 2798.826904
	Iteration 21Q: 3 clusters Score -633113.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -633237.437500 Penalty: 2798.826904
	Iteration 22Q: 3 clusters Score -633237.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -633374.687500 Penalty: 2798.826904
	Iteration 23Q: 3 clusters Score -633374.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -633476.625000 Penalty: 2798.826904
	Iteration 24Q: 3 clusters Score -633476.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -633549.875000 Penalty: 2798.826904
	Iteration 25Q: 3 clusters Score -633549.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -633608.062500 Penalty: 2798.826904
	Iteration 26Q: 3 clusters Score -633608.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -633643.062500 Penalty: 2798.826904
	Iteration 27Q: 3 clusters Score -633643.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -633667.125000 Penalty: 2798.826904
	Iteration 28Q: 3 clusters Score -633667.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -633686.500000 Penalty: 2798.826904
	Iteration 29Q: 3 clusters Score -633686.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -633698.187500 Penalty: 2798.826904
	Iteration 30Q: 3 clusters Score -633698.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -633703.375000 Penalty: 2798.826904
	Iteration 31Q: 3 clusters Score -633703.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -633709.312500 Penalty: 2798.826904
	Iteration 32Q: 3 clusters Score -633709.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -633711.375000 Penalty: 2798.826904
	Iteration 33Q: 3 clusters Score -633711.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -633714.562500 Penalty: 2798.826904
	Iteration 34Q: 3 clusters Score -633714.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -633717.250000 Penalty: 2798.826904
	Iteration 35Q: 3 clusters Score -633717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -633720.375000 Penalty: 2798.826904
	Iteration 36Q: 3 clusters Score -633720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -633720.187500 Penalty: 2798.826904
	Iteration 37Q: 3 clusters Score -633720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -633722.000000 Penalty: 2798.826904
	Iteration 38Q: 3 clusters Score -633722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -633722.437500 Penalty: 2798.826904
	Iteration 39Q: 3 clusters Score -633722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -633722.812500 Penalty: 2798.826904
	Iteration 40F: 3 clusters Score -633722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -633723.250000 Penalty: 2798.826904
	Iteration 41Q: 3 clusters Score -633723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -633724.312500 Penalty: 2798.826904
	Iteration 42Q: 3 clusters Score -633724.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -633724.875000 Penalty: 2798.826904
	Iteration 43Q: 3 clusters Score -633724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -633725.125000 Penalty: 2798.826904
	Iteration 44Q: 3 clusters Score -633725.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -633724.437500 Penalty: 2798.826904
	Iteration 45Q: 3 clusters Score -633724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -633725.062500 Penalty: 2798.826904
	Iteration 46Q: 3 clusters Score -633725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -633726.312500 Penalty: 2798.826904
	Iteration 47Q: 3 clusters Score -633726.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -633727.750000 Penalty: 2798.826904
	Iteration 48Q: 3 clusters Score -633727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -633727.562500 Penalty: 2798.826904
	Iteration 49Q: 3 clusters Score -633727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -633728.750000 Penalty: 2798.826904
	Iteration 50Q: 3 clusters Score -633728.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -633728.750000 Penalty: 2798.826904
	Iteration 51F: 3 clusters Score -633728.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -436370.312500 Penalty: 1337.728271
	Iteration 0F: 2 clusters Score -436370.3 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 1892 members 
Entering Unmasked Estep 
Score: -433173.562500 Penalty: 2675.456543
	Iteration 0F: 3 clusters Score -433173.6 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -434019.968750 Penalty: 2675.456543
	Iteration 1F: 3 clusters Score -434020 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -434195.437500 Penalty: 2675.456543
	Iteration 2F: 3 clusters Score -434195.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -434293.406250 Penalty: 2675.456543
	Iteration 3F: 3 clusters Score -434293.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -434360.687500 Penalty: 2675.456543
	Iteration 4Q: 3 clusters Score -434360.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -434423.718750 Penalty: 2675.456543
	Iteration 5Q: 3 clusters Score -434423.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -434485.562500 Penalty: 2675.456543
	Iteration 6Q: 3 clusters Score -434485.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -434537.812500 Penalty: 2675.456543
	Iteration 7Q: 3 clusters Score -434537.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -434583.406250 Penalty: 2675.456543
	Iteration 8Q: 3 clusters Score -434583.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -434626.468750 Penalty: 2675.456543
	Iteration 9Q: 3 clusters Score -434626.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -434678.281250 Penalty: 2675.456543
	Iteration 10Q: 3 clusters Score -434678.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -434740.031250 Penalty: 2675.456543
	Iteration 11Q: 3 clusters Score -434740 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -434801.968750 Penalty: 2675.456543
	Iteration 12Q: 3 clusters Score -434802 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -434858.343750 Penalty: 2675.456543
	Iteration 13Q: 3 clusters Score -434858.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -434905.187500 Penalty: 2675.456543
	Iteration 14Q: 3 clusters Score -434905.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -434947.656250 Penalty: 2675.456543
	Iteration 15Q: 3 clusters Score -434947.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -434992.656250 Penalty: 2675.456543
	Iteration 16Q: 3 clusters Score -434992.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -435042.343750 Penalty: 2675.456543
	Iteration 17Q: 3 clusters Score -435042.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -435083.156250 Penalty: 2675.456543
	Iteration 18Q: 3 clusters Score -435083.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -435118.937500 Penalty: 2675.456543
	Iteration 19Q: 3 clusters Score -435118.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -435139.968750 Penalty: 2675.456543
	Iteration 20F: 3 clusters Score -435140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -435158.062500 Penalty: 2675.456543
	Iteration 21Q: 3 clusters Score -435158.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -435166.687500 Penalty: 2675.456543
	Iteration 22Q: 3 clusters Score -435166.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -435176.187500 Penalty: 2675.456543
	Iteration 23Q: 3 clusters Score -435176.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -435184.656250 Penalty: 2675.456543
	Iteration 24Q: 3 clusters Score -435184.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -435191.687500 Penalty: 2675.456543
	Iteration 25Q: 3 clusters Score -435191.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -435197.656250 Penalty: 2675.456543
	Iteration 26Q: 3 clusters Score -435197.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -435202.187500 Penalty: 2675.456543
	Iteration 27Q: 3 clusters Score -435202.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -435204.625000 Penalty: 2675.456543
	Iteration 28Q: 3 clusters Score -435204.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -435208.000000 Penalty: 2675.456543
	Iteration 29Q: 3 clusters Score -435208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -435210.437500 Penalty: 2675.456543
	Iteration 30Q: 3 clusters Score -435210.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -435212.531250 Penalty: 2675.456543
	Iteration 31Q: 3 clusters Score -435212.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -435216.187500 Penalty: 2675.456543
	Iteration 32Q: 3 clusters Score -435216.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -435217.781250 Penalty: 2675.456543
	Iteration 33Q: 3 clusters Score -435217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -435218.437500 Penalty: 2675.456543
	Iteration 34Q: 3 clusters Score -435218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -435220.468750 Penalty: 2675.456543
	Iteration 35Q: 3 clusters Score -435220.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -435221.937500 Penalty: 2675.456543
	Iteration 36Q: 3 clusters Score -435221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -435222.406250 Penalty: 2675.456543
	Iteration 37Q: 3 clusters Score -435222.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -435222.406250 Penalty: 2675.456543
	Iteration 38F: 3 clusters Score -435222.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Entering Unmasked Estep 
Score: -1175539.500000 Penalty: 1498.731079
	Iteration 0F: 2 clusters Score -1175540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1168271.125000 Penalty: 2997.462158
	Iteration 0F: 3 clusters Score -1168271 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1170591.000000 Penalty: 2997.462158
	Iteration 1F: 3 clusters Score -1170591 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1170795.375000 Penalty: 2997.462158
	Iteration 2F: 3 clusters Score -1170795 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1170941.375000 Penalty: 2997.462158
	Iteration 3Q: 3 clusters Score -1170941 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1171077.250000 Penalty: 2997.462158
	Iteration 4Q: 3 clusters Score -1171077 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1171221.250000 Penalty: 2997.462158
	Iteration 5Q: 3 clusters Score -1171221 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1171370.375000 Penalty: 2997.462158
	Iteration 6Q: 3 clusters Score -1171370 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1171576.750000 Penalty: 2997.462158
	Iteration 7Q: 3 clusters Score -1171577 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1171848.875000 Penalty: 2997.462158
	Iteration 8Q: 3 clusters Score -1171849 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1172221.125000 Penalty: 2997.462158
	Iteration 9F: 3 clusters Score -1172221 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1172686.375000 Penalty: 2997.462158
	Iteration 10F: 3 clusters Score -1172686 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1173153.625000 Penalty: 2997.462158
	Iteration 11F: 3 clusters Score -1173154 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1173574.250000 Penalty: 2997.462158
	Iteration 12Q: 3 clusters Score -1173574 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1173850.875000 Penalty: 2997.462158
	Iteration 13Q: 3 clusters Score -1173851 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1174018.625000 Penalty: 2997.462158
	Iteration 14Q: 3 clusters Score -1174019 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1174111.875000 Penalty: 2997.462158
	Iteration 15Q: 3 clusters Score -1174112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1174165.750000 Penalty: 2997.462158
	Iteration 16Q: 3 clusters Score -1174166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1174206.375000 Penalty: 2997.462158
	Iteration 17Q: 3 clusters Score -1174206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1174241.000000 Penalty: 2997.462158
	Iteration 18Q: 3 clusters Score -1174241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1174266.625000 Penalty: 2997.462158
	Iteration 19Q: 3 clusters Score -1174267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1174286.000000 Penalty: 2997.462158
	Iteration 20F: 3 clusters Score -1174286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1174291.750000 Penalty: 2997.462158
	Iteration 21Q: 3 clusters Score -1174292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1174298.500000 Penalty: 2997.462158
	Iteration 22Q: 3 clusters Score -1174298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1174299.375000 Penalty: 2997.462158
	Iteration 23Q: 3 clusters Score -1174299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1174302.500000 Penalty: 2997.462158
	Iteration 24Q: 3 clusters Score -1174302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1174303.250000 Penalty: 2997.462158
	Iteration 25Q: 3 clusters Score -1174303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1174303.250000 Penalty: 2997.462158
	Iteration 26F: 3 clusters Score -1174303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Entering Unmasked Estep 
Score: -1235449.000000 Penalty: 1507.659668
	Iteration 0F: 2 clusters Score -1235449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1227855.125000 Penalty: 3015.319336
	Iteration 0F: 3 clusters Score -1227855 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1230337.250000 Penalty: 3015.319336
	Iteration 1F: 3 clusters Score -1230337 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1230587.375000 Penalty: 3015.319336
	Iteration 2F: 3 clusters Score -1230587 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1230768.375000 Penalty: 3015.319336
	Iteration 3Q: 3 clusters Score -1230768 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1230880.000000 Penalty: 3015.319336
	Iteration 4Q: 3 clusters Score -1230880 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1230963.750000 Penalty: 3015.319336
	Iteration 5Q: 3 clusters Score -1230964 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1231033.250000 Penalty: 3015.319336
	Iteration 6Q: 3 clusters Score -1231033 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1231098.750000 Penalty: 3015.319336
	Iteration 7Q: 3 clusters Score -1231099 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1231160.500000 Penalty: 3015.319336
	Iteration 8Q: 3 clusters Score -1231160 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1231222.500000 Penalty: 3015.319336
	Iteration 9Q: 3 clusters Score -1231222 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1231281.750000 Penalty: 3015.319336
	Iteration 10Q: 3 clusters Score -1231282 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1231347.375000 Penalty: 3015.319336
	Iteration 11Q: 3 clusters Score -1231347 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1231433.500000 Penalty: 3015.319336
	Iteration 12Q: 3 clusters Score -1231434 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1231538.000000 Penalty: 3015.319336
	Iteration 13Q: 3 clusters Score -1231538 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1231672.875000 Penalty: 3015.319336
	Iteration 14Q: 3 clusters Score -1231673 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1231864.500000 Penalty: 3015.319336
	Iteration 15Q: 3 clusters Score -1231864 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1232119.750000 Penalty: 3015.319336
	Iteration 16Q: 3 clusters Score -1232120 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1232440.625000 Penalty: 3015.319336
	Iteration 17Q: 3 clusters Score -1232441 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1232714.875000 Penalty: 3015.319336
	Iteration 18Q: 3 clusters Score -1232715 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1232910.500000 Penalty: 3015.319336
	Iteration 19Q: 3 clusters Score -1232910 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1233043.000000 Penalty: 3015.319336
	Iteration 20F: 3 clusters Score -1233043 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1233132.625000 Penalty: 3015.319336
	Iteration 21Q: 3 clusters Score -1233133 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1233202.500000 Penalty: 3015.319336
	Iteration 22Q: 3 clusters Score -1233202 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1233256.875000 Penalty: 3015.319336
	Iteration 23Q: 3 clusters Score -1233257 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1233304.000000 Penalty: 3015.319336
	Iteration 24Q: 3 clusters Score -1233304 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1233339.000000 Penalty: 3015.319336
	Iteration 25Q: 3 clusters Score -1233339 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1233368.625000 Penalty: 3015.319336
	Iteration 26Q: 3 clusters Score -1233369 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1233403.125000 Penalty: 3015.319336
	Iteration 27Q: 3 clusters Score -1233403 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1233443.625000 Penalty: 3015.319336
	Iteration 28Q: 3 clusters Score -1233444 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1233472.250000 Penalty: 3015.319336
	Iteration 29Q: 3 clusters Score -1233472 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1233511.625000 Penalty: 3015.319336
	Iteration 30Q: 3 clusters Score -1233512 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1233546.375000 Penalty: 3015.319336
	Iteration 31Q: 3 clusters Score -1233546 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1233590.875000 Penalty: 3015.319336
	Iteration 32Q: 3 clusters Score -1233591 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1233629.750000 Penalty: 3015.319336
	Iteration 33Q: 3 clusters Score -1233630 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1233670.500000 Penalty: 3015.319336
	Iteration 34Q: 3 clusters Score -1233670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1233707.750000 Penalty: 3015.319336
	Iteration 35Q: 3 clusters Score -1233708 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1233735.625000 Penalty: 3015.319336
	Iteration 36Q: 3 clusters Score -1233736 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1233766.375000 Penalty: 3015.319336
	Iteration 37Q: 3 clusters Score -1233766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1233802.625000 Penalty: 3015.319336
	Iteration 38Q: 3 clusters Score -1233803 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1233838.125000 Penalty: 3015.319336
	Iteration 39Q: 3 clusters Score -1233838 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1233874.875000 Penalty: 3015.319336
	Iteration 40F: 3 clusters Score -1233875 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1233913.250000 Penalty: 3015.319336
	Iteration 41Q: 3 clusters Score -1233913 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1233944.125000 Penalty: 3015.319336
	Iteration 42Q: 3 clusters Score -1233944 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1233970.375000 Penalty: 3015.319336
	Iteration 43Q: 3 clusters Score -1233970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1233997.750000 Penalty: 3015.319336
	Iteration 44Q: 3 clusters Score -1233998 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1234029.625000 Penalty: 3015.319336
	Iteration 45Q: 3 clusters Score -1234030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1234060.750000 Penalty: 3015.319336
	Iteration 46Q: 3 clusters Score -1234061 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1234087.875000 Penalty: 3015.319336
	Iteration 47Q: 3 clusters Score -1234088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1234111.250000 Penalty: 3015.319336
	Iteration 48Q: 3 clusters Score -1234111 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1234131.375000 Penalty: 3015.319336
	Iteration 49Q: 3 clusters Score -1234131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1234149.125000 Penalty: 3015.319336
	Iteration 50Q: 3 clusters Score -1234149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1234160.500000 Penalty: 3015.319336
	Iteration 51Q: 3 clusters Score -1234160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1234173.250000 Penalty: 3015.319336
	Iteration 52Q: 3 clusters Score -1234173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1234180.125000 Penalty: 3015.319336
	Iteration 53Q: 3 clusters Score -1234180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1234183.500000 Penalty: 3015.319336
	Iteration 54Q: 3 clusters Score -1234184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1234186.500000 Penalty: 3015.319336
	Iteration 55Q: 3 clusters Score -1234186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1234186.250000 Penalty: 3015.319336
	Iteration 56Q: 3 clusters Score -1234186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1234184.625000 Penalty: 3015.319336
	Iteration 57Q: 3 clusters Score -1234185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1234184.625000 Penalty: 3015.319336
	Iteration 58F: 3 clusters Score -1234185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (156597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156597 members 
Entering Unmasked Estep 
Score: -18164610.000000 Penalty: 1943.732422
	Iteration 0F: 2 clusters Score -1.816461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78591 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -18078722.000000 Penalty: 3887.464844
	Iteration 0F: 3 clusters Score -1.807872e+07 nChanged 75628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85419 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -18124252.000000 Penalty: 3887.464844
	Iteration 1F: 3 clusters Score -1.812425e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89219 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -18126010.000000 Penalty: 3887.464844
	Iteration 2Q: 3 clusters Score -1.812601e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93758 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -18128804.000000 Penalty: 3887.464844
	Iteration 3Q: 3 clusters Score -1.81288e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98454 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -18132702.000000 Penalty: 3887.464844
	Iteration 4F: 3 clusters Score -1.81327e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102310 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -18138196.000000 Penalty: 3887.464844
	Iteration 5F: 3 clusters Score -1.81382e+07 nChanged 10510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104198 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -18145878.000000 Penalty: 3887.464844
	Iteration 6F: 3 clusters Score -1.814588e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103228 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -18153962.000000 Penalty: 3887.464844
	Iteration 7F: 3 clusters Score -1.815396e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100297 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -18159388.000000 Penalty: 3887.464844
	Iteration 8F: 3 clusters Score -1.815939e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97337 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -18162014.000000 Penalty: 3887.464844
	Iteration 9Q: 3 clusters Score -1.816201e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94760 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -18164408.000000 Penalty: 3887.464844
	Iteration 10Q: 3 clusters Score -1.816441e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92451 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -18166958.000000 Penalty: 3887.464844
	Iteration 11Q: 3 clusters Score -1.816696e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90436 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
Score: -18169364.000000 Penalty: 3887.464844
	Iteration 12Q: 3 clusters Score -1.816936e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88981 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -18171600.000000 Penalty: 3887.464844
	Iteration 13Q: 3 clusters Score -1.81716e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -18173116.000000 Penalty: 3887.464844
	Iteration 14Q: 3 clusters Score -1.817312e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -18174164.000000 Penalty: 3887.464844
	Iteration 15Q: 3 clusters Score -1.817416e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -18174926.000000 Penalty: 3887.464844
	Iteration 16Q: 3 clusters Score -1.817493e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -18175414.000000 Penalty: 3887.464844
	Iteration 17Q: 3 clusters Score -1.817541e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 69621 members 
Entering Unmasked Estep 
Score: -18175662.000000 Penalty: 3887.464844
	Iteration 18Q: 3 clusters Score -1.817566e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -18175798.000000 Penalty: 3887.464844
	Iteration 19Q: 3 clusters Score -1.81758e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -18175944.000000 Penalty: 3887.464844
	Iteration 20F: 3 clusters Score -1.817594e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -18176036.000000 Penalty: 3887.464844
	Iteration 21Q: 3 clusters Score -1.817604e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87056 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -18176098.000000 Penalty: 3887.464844
	Iteration 22Q: 3 clusters Score -1.81761e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87060 members 
Mstep: Class 2 contains 69537 members 
Entering Unmasked Estep 
Score: -18176164.000000 Penalty: 3887.464844
	Iteration 23Q: 3 clusters Score -1.817616e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87091 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -18176186.000000 Penalty: 3887.464844
	Iteration 24Q: 3 clusters Score -1.817619e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87056 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -18176206.000000 Penalty: 3887.464844
	Iteration 25Q: 3 clusters Score -1.817621e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 69554 members 
Entering Unmasked Estep 
Score: -18176202.000000 Penalty: 3887.464844
	Iteration 26Q: 3 clusters Score -1.81762e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87057 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -18176234.000000 Penalty: 3887.464844
	Iteration 27Q: 3 clusters Score -1.817623e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87064 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -18176246.000000 Penalty: 3887.464844
	Iteration 28Q: 3 clusters Score -1.817625e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -18176272.000000 Penalty: 3887.464844
	Iteration 29Q: 3 clusters Score -1.817627e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87079 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -18176288.000000 Penalty: 3887.464844
	Iteration 30Q: 3 clusters Score -1.817629e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87095 members 
Mstep: Class 2 contains 69502 members 
Entering Unmasked Estep 
Score: -18176284.000000 Penalty: 3887.464844
	Iteration 31Q: 3 clusters Score -1.817628e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87100 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -18176284.000000 Penalty: 3887.464844
	Iteration 32Q: 3 clusters Score -1.817628e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87106 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -18176276.000000 Penalty: 3887.464844
	Iteration 33Q: 3 clusters Score -1.817628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87102 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -18176282.000000 Penalty: 3887.464844
	Iteration 34Q: 3 clusters Score -1.817628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87089 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -18176278.000000 Penalty: 3887.464844
	Iteration 35Q: 3 clusters Score -1.817628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87079 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -18176284.000000 Penalty: 3887.464844
	Iteration 36Q: 3 clusters Score -1.817628e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -18176290.000000 Penalty: 3887.464844
	Iteration 37Q: 3 clusters Score -1.817629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87061 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -18176280.000000 Penalty: 3887.464844
	Iteration 38Q: 3 clusters Score -1.817628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -18176292.000000 Penalty: 3887.464844
	Iteration 39Q: 3 clusters Score -1.817629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87061 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -18176290.000000 Penalty: 3887.464844
	Iteration 40F: 3 clusters Score -1.817629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87061 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -18176288.000000 Penalty: 3887.464844
	Iteration 41Q: 3 clusters Score -1.817629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -18176296.000000 Penalty: 3887.464844
	Iteration 42Q: 3 clusters Score -1.81763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 69535 members 
Entering Unmasked Estep 
Score: -18176286.000000 Penalty: 3887.464844
	Iteration 43Q: 3 clusters Score -1.817629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -18176286.000000 Penalty: 3887.464844
	Iteration 44Q: 3 clusters Score -1.817629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -18176288.000000 Penalty: 3887.464844
	Iteration 45Q: 3 clusters Score -1.817629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 69534 members 
Entering Unmasked Estep 
Score: -18176288.000000 Penalty: 3887.464844
	Iteration 46F: 3 clusters Score -1.817629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39150 members 
Mstep: Class 3 contains 3285 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 13238 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15617 members 
Mstep: Class 8 contains 84747 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 47171 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 144916 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 102994 members 
Mstep: Class 17 contains 48957 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 11189 members 
Mstep: Class 20 contains 12582 members 
Mstep: Class 21 contains 145596 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5496 members 
Mstep: Class 24 contains 3760 members 
Mstep: Class 25 contains 10127 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 87063 members 
Mstep: Class 28 contains 69534 members 
Entering Unmasked Estep 
Score: -102090528.000000 Penalty: 62435.281250
Splitting cluster 27 changes total score from -102077808.000000 to -102090528.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39150 members 
Mstep: Class 3 contains 3285 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 13238 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15617 members 
Mstep: Class 8 contains 84747 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 47171 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 144916 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 102994 members 
Mstep: Class 17 contains 48957 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 11189 members 
Mstep: Class 20 contains 12582 members 
Mstep: Class 21 contains 145596 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5496 members 
Mstep: Class 24 contains 3760 members 
Mstep: Class 25 contains 10127 members 
Mstep: Class 26 contains 10699 members 
Mstep: Class 27 contains 87063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092072.000000 Penalty: 62435.281250
Iteration 319Q: 29 clusters Score -1.020921e+08 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39149 members 
Mstep: Class 3 contains 3286 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 13259 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15740 members 
Mstep: Class 8 contains 85163 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 47169 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 144918 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 103588 members 
Mstep: Class 17 contains 48418 members 
Mstep: Class 18 contains 10535 members 
Mstep: Class 19 contains 10854 members 
Mstep: Class 20 contains 12582 members 
Mstep: Class 21 contains 145592 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 3821 members 
Mstep: Class 25 contains 10143 members 
Mstep: Class 26 contains 10700 members 
Mstep: Class 27 contains 87271 members 
Mstep: Class 28 contains 68887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093296.000000 Penalty: 62435.281250
Iteration 320F: 29 clusters Score -1.020933e+08 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39147 members 
Mstep: Class 3 contains 3287 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 13285 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 84981 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 47161 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6427 members 
Mstep: Class 14 contains 144903 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 101862 members 
Mstep: Class 17 contains 47925 members 
Mstep: Class 18 contains 10535 members 
Mstep: Class 19 contains 10526 members 
Mstep: Class 20 contains 12581 members 
Mstep: Class 21 contains 145593 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5544 members 
Mstep: Class 24 contains 3832 members 
Mstep: Class 25 contains 10141 members 
Mstep: Class 26 contains 10705 members 
Mstep: Class 27 contains 87462 members 
Mstep: Class 28 contains 71617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094272.000000 Penalty: 62435.281250
Iteration 321Q: 29 clusters Score -1.020943e+08 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 39145 members 
Mstep: Class 3 contains 3287 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 13315 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15466 members 
Mstep: Class 8 contains 84873 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 47153 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 144899 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 99908 members 
Mstep: Class 17 contains 47454 members 
Mstep: Class 18 contains 10532 members 
Mstep: Class 19 contains 10215 members 
Mstep: Class 20 contains 12582 members 
Mstep: Class 21 contains 145596 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5532 members 
Mstep: Class 24 contains 3842 members 
Mstep: Class 25 contains 10136 members 
Mstep: Class 26 contains 10708 members 
Mstep: Class 27 contains 88094 members 
Mstep: Class 28 contains 73927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094896.000000 Penalty: 62435.281250
Iteration 322Q: 29 clusters Score -1.020949e+08 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 39143 members 
Mstep: Class 3 contains 3287 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 13340 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15386 members 
Mstep: Class 8 contains 84805 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 47155 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6423 members 
Mstep: Class 14 contains 144909 members 
Mstep: Class 15 contains 3771 members 
Mstep: Class 16 contains 97493 members 
Mstep: Class 17 contains 46993 members 
Mstep: Class 18 contains 10530 members 
Mstep: Class 19 contains 9934 members 
Mstep: Class 20 contains 12581 members 
Mstep: Class 21 contains 145590 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 3853 members 
Mstep: Class 25 contains 10138 members 
Mstep: Class 26 contains 10711 members 
Mstep: Class 27 contains 89014 members 
Mstep: Class 28 contains 76292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095712.000000 Penalty: 62435.281250
Iteration 323Q: 29 clusters Score -1.020957e+08 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 39141 members 
Mstep: Class 3 contains 3288 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 13363 members 
Mstep: Class 6 contains 18073 members 
Mstep: Class 7 contains 15299 members 
Mstep: Class 8 contains 84736 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 47151 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 144914 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 94427 members 
Mstep: Class 17 contains 46557 members 
Mstep: Class 18 contains 10528 members 
Mstep: Class 19 contains 9678 members 
Mstep: Class 20 contains 12580 members 
Mstep: Class 21 contains 145589 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5504 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 10146 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 90286 members 
Mstep: Class 28 contains 78922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096456.000000 Penalty: 62435.281250
Iteration 324Q: 29 clusters Score -1.020965e+08 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39137 members 
Mstep: Class 3 contains 3290 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 13382 members 
Mstep: Class 6 contains 18074 members 
Mstep: Class 7 contains 15249 members 
Mstep: Class 8 contains 84670 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47147 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 144920 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 90676 members 
Mstep: Class 17 contains 46093 members 
Mstep: Class 18 contains 10526 members 
Mstep: Class 19 contains 9410 members 
Mstep: Class 20 contains 12579 members 
Mstep: Class 21 contains 145594 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5482 members 
Mstep: Class 24 contains 3850 members 
Mstep: Class 25 contains 10181 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 92030 members 
Mstep: Class 28 contains 81747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096584.000000 Penalty: 62435.281250
Iteration 325Q: 29 clusters Score -1.020966e+08 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39131 members 
Mstep: Class 3 contains 3291 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 13403 members 
Mstep: Class 6 contains 18076 members 
Mstep: Class 7 contains 15184 members 
Mstep: Class 8 contains 84625 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47139 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 144920 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 87067 members 
Mstep: Class 17 contains 45439 members 
Mstep: Class 18 contains 10525 members 
Mstep: Class 19 contains 9093 members 
Mstep: Class 20 contains 12581 members 
Mstep: Class 21 contains 145594 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 5474 members 
Mstep: Class 24 contains 3843 members 
Mstep: Class 25 contains 10246 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 93750 members 
Mstep: Class 28 contains 84651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096112.000000 Penalty: 62435.281250
Iteration 326Q: 29 clusters Score -1.020961e+08 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39124 members 
Mstep: Class 3 contains 3293 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 13414 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15124 members 
Mstep: Class 8 contains 84589 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47141 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 144923 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 83489 members 
Mstep: Class 17 contains 44682 members 
Mstep: Class 18 contains 10523 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 12582 members 
Mstep: Class 21 contains 145596 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5460 members 
Mstep: Class 24 contains 3844 members 
Mstep: Class 25 contains 10294 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 95450 members 
Mstep: Class 28 contains 87696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096016.000000 Penalty: 62435.281250
Iteration 327Q: 29 clusters Score -1.02096e+08 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39119 members 
Mstep: Class 3 contains 3293 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 13430 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 84573 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47141 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 144931 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 79895 members 
Mstep: Class 17 contains 43898 members 
Mstep: Class 18 contains 10521 members 
Mstep: Class 19 contains 8396 members 
Mstep: Class 20 contains 12582 members 
Mstep: Class 21 contains 145596 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5459 members 
Mstep: Class 24 contains 3847 members 
Mstep: Class 25 contains 10347 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 97134 members 
Mstep: Class 28 contains 90723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096080.000000 Penalty: 62435.281250
Iteration 328Q: 29 clusters Score -1.020961e+08 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39116 members 
Mstep: Class 3 contains 3293 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 13463 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 84551 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47140 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 144941 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 76631 members 
Mstep: Class 17 contains 43103 members 
Mstep: Class 18 contains 10520 members 
Mstep: Class 19 contains 8050 members 
Mstep: Class 20 contains 12582 members 
Mstep: Class 21 contains 145591 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 3845 members 
Mstep: Class 25 contains 10401 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 98644 members 
Mstep: Class 28 contains 93589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095680.000000 Penalty: 62435.281250
Iteration 329Q: 29 clusters Score -1.020957e+08 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39110 members 
Mstep: Class 3 contains 3293 members 
Mstep: Class 4 contains 4460 members 
Mstep: Class 5 contains 13495 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15040 members 
Mstep: Class 8 contains 84521 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47139 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6433 members 
Mstep: Class 14 contains 144949 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 73762 members 
Mstep: Class 17 contains 42223 members 
Mstep: Class 18 contains 10519 members 
Mstep: Class 19 contains 7788 members 
Mstep: Class 20 contains 12582 members 
Mstep: Class 21 contains 145593 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5462 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 10452 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 100024 members 
Mstep: Class 28 contains 96147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095120.000000 Penalty: 62435.281250
Iteration 330Q: 29 clusters Score -1.020951e+08 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39108 members 
Mstep: Class 3 contains 3294 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 13523 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15030 members 
Mstep: Class 8 contains 84540 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47142 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6435 members 
Mstep: Class 14 contains 144949 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 71566 members 
Mstep: Class 17 contains 41363 members 
Mstep: Class 18 contains 10517 members 
Mstep: Class 19 contains 7657 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145592 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5457 members 
Mstep: Class 24 contains 3848 members 
Mstep: Class 25 contains 10502 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 101293 members 
Mstep: Class 28 contains 97989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094568.000000 Penalty: 62435.281250
Iteration 331Q: 29 clusters Score -1.020946e+08 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39106 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 13556 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15025 members 
Mstep: Class 8 contains 84535 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47141 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6436 members 
Mstep: Class 14 contains 144948 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 70108 members 
Mstep: Class 17 contains 40496 members 
Mstep: Class 18 contains 10516 members 
Mstep: Class 19 contains 7571 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145591 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5446 members 
Mstep: Class 24 contains 3840 members 
Mstep: Class 25 contains 10556 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 102482 members 
Mstep: Class 28 contains 99157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094344.000000 Penalty: 62435.281250
Iteration 332Q: 29 clusters Score -1.020943e+08 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39105 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 13590 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15036 members 
Mstep: Class 8 contains 84520 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47143 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 144949 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 69226 members 
Mstep: Class 17 contains 39673 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7529 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145585 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 3835 members 
Mstep: Class 25 contains 10606 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 103674 members 
Mstep: Class 28 contains 99640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094096.000000 Penalty: 62435.281250
Iteration 333Q: 29 clusters Score -1.020941e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39104 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4459 members 
Mstep: Class 5 contains 13617 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15051 members 
Mstep: Class 8 contains 84518 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47142 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 144956 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 68705 members 
Mstep: Class 17 contains 38876 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7516 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145578 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 3842 members 
Mstep: Class 25 contains 10656 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 104806 members 
Mstep: Class 28 contains 99755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094000.000000 Penalty: 62435.281250
Iteration 334Q: 29 clusters Score -1.02094e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39104 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 13649 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15067 members 
Mstep: Class 8 contains 84509 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47141 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6423 members 
Mstep: Class 14 contains 144960 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 68310 members 
Mstep: Class 17 contains 38158 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7520 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145571 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5437 members 
Mstep: Class 24 contains 3846 members 
Mstep: Class 25 contains 10714 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 105951 members 
Mstep: Class 28 contains 99632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094064.000000 Penalty: 62435.281250
Iteration 335Q: 29 clusters Score -1.020941e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39103 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 13689 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15072 members 
Mstep: Class 8 contains 84493 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47142 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6415 members 
Mstep: Class 14 contains 144962 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 67997 members 
Mstep: Class 17 contains 37480 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7529 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145573 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5433 members 
Mstep: Class 24 contains 3847 members 
Mstep: Class 25 contains 10767 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 107123 members 
Mstep: Class 28 contains 99367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094032.000000 Penalty: 62435.281250
Iteration 336Q: 29 clusters Score -1.02094e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39103 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 13731 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 84486 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47144 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6409 members 
Mstep: Class 14 contains 144963 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 67730 members 
Mstep: Class 17 contains 36825 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7535 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145573 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5422 members 
Mstep: Class 24 contains 3845 members 
Mstep: Class 25 contains 10822 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 108283 members 
Mstep: Class 28 contains 99053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094336.000000 Penalty: 62435.281250
Iteration 337Q: 29 clusters Score -1.020943e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39103 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 13781 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6391 members 
Mstep: Class 14 contains 144963 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 67519 members 
Mstep: Class 17 contains 36199 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7525 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145575 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5412 members 
Mstep: Class 24 contains 3840 members 
Mstep: Class 25 contains 10882 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 109431 members 
Mstep: Class 28 contains 98686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094064.000000 Penalty: 62435.281250
Iteration 338Q: 29 clusters Score -1.020941e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39102 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 13829 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15059 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47144 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 144962 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 67315 members 
Mstep: Class 17 contains 35600 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7519 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145576 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5399 members 
Mstep: Class 24 contains 3839 members 
Mstep: Class 25 contains 10946 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 110519 members 
Mstep: Class 28 contains 98333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094208.000000 Penalty: 62435.281250
Iteration 339Q: 29 clusters Score -1.020942e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39100 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 13857 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15060 members 
Mstep: Class 8 contains 84479 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47143 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 144960 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 67100 members 
Mstep: Class 17 contains 35082 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7517 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145578 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5395 members 
Mstep: Class 24 contains 3839 members 
Mstep: Class 25 contains 10985 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 111622 members 
Mstep: Class 28 contains 97908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094432.000000 Penalty: 62435.281250
Iteration 340F: 29 clusters Score -1.020944e+08 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39100 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 13880 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15062 members 
Mstep: Class 8 contains 84481 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47143 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6360 members 
Mstep: Class 14 contains 144958 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 65664 members 
Mstep: Class 17 contains 34547 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7525 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145580 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5395 members 
Mstep: Class 24 contains 3833 members 
Mstep: Class 25 contains 11044 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 112730 members 
Mstep: Class 28 contains 98690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094152.000000 Penalty: 62435.281250
Iteration 341Q: 29 clusters Score -1.020942e+08 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15077 members 
Mstep: Class 8 contains 84496 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47144 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6348 members 
Mstep: Class 14 contains 144957 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 64299 members 
Mstep: Class 17 contains 34037 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7529 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145582 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5397 members 
Mstep: Class 24 contains 3832 members 
Mstep: Class 25 contains 11117 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 113688 members 
Mstep: Class 28 contains 99480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093632.000000 Penalty: 62435.281250
Iteration 342Q: 29 clusters Score -1.020936e+08 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39100 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15090 members 
Mstep: Class 8 contains 84508 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47144 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6338 members 
Mstep: Class 14 contains 144958 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 63019 members 
Mstep: Class 17 contains 33570 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7536 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145582 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5403 members 
Mstep: Class 24 contains 3828 members 
Mstep: Class 25 contains 11185 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 114621 members 
Mstep: Class 28 contains 100172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093104.000000 Penalty: 62435.281250
Iteration 343Q: 29 clusters Score -1.020931e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39100 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 13966 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15088 members 
Mstep: Class 8 contains 84538 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6331 members 
Mstep: Class 14 contains 144957 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 61792 members 
Mstep: Class 17 contains 33083 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7533 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145583 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5401 members 
Mstep: Class 24 contains 3833 members 
Mstep: Class 25 contains 11254 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 115463 members 
Mstep: Class 28 contains 100923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092648.000000 Penalty: 62435.281250
Iteration 344Q: 29 clusters Score -1.020926e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 13989 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15106 members 
Mstep: Class 8 contains 84569 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 144956 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 60572 members 
Mstep: Class 17 contains 32611 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7530 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145581 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 3836 members 
Mstep: Class 25 contains 11311 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 116258 members 
Mstep: Class 28 contains 101698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092360.000000 Penalty: 62435.281250
Iteration 345Q: 29 clusters Score -1.020924e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 14013 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15112 members 
Mstep: Class 8 contains 84575 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47146 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6322 members 
Mstep: Class 14 contains 144957 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 59397 members 
Mstep: Class 17 contains 32192 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7532 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145581 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5401 members 
Mstep: Class 24 contains 3839 members 
Mstep: Class 25 contains 11360 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 117016 members 
Mstep: Class 28 contains 102447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091968.000000 Penalty: 62435.281250
Iteration 346Q: 29 clusters Score -1.02092e+08 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 14034 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15116 members 
Mstep: Class 8 contains 84567 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47146 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6316 members 
Mstep: Class 14 contains 144959 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 58274 members 
Mstep: Class 17 contains 31781 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7537 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145582 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5399 members 
Mstep: Class 24 contains 3848 members 
Mstep: Class 25 contains 11411 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 117714 members 
Mstep: Class 28 contains 103206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091600.000000 Penalty: 62435.281250
Iteration 347Q: 29 clusters Score -1.020916e+08 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 14050 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15134 members 
Mstep: Class 8 contains 84578 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47146 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6316 members 
Mstep: Class 14 contains 144961 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 57094 members 
Mstep: Class 17 contains 31416 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7538 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145581 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5398 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 11469 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 118411 members 
Mstep: Class 28 contains 103946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091088.000000 Penalty: 62435.281250
Iteration 348Q: 29 clusters Score -1.020911e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 14065 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15133 members 
Mstep: Class 8 contains 84589 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47146 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6316 members 
Mstep: Class 14 contains 144961 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 55985 members 
Mstep: Class 17 contains 31080 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7529 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145581 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5396 members 
Mstep: Class 24 contains 3858 members 
Mstep: Class 25 contains 11524 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 119072 members 
Mstep: Class 28 contains 104655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090720.000000 Penalty: 62435.281250
Iteration 349Q: 29 clusters Score -1.020907e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14078 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15149 members 
Mstep: Class 8 contains 84618 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47146 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6312 members 
Mstep: Class 14 contains 144964 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 54843 members 
Mstep: Class 17 contains 30741 members 
Mstep: Class 18 contains 10514 members 
Mstep: Class 19 contains 7502 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145580 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5393 members 
Mstep: Class 24 contains 3859 members 
Mstep: Class 25 contains 11589 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 119695 members 
Mstep: Class 28 contains 105422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090496.000000 Penalty: 62435.281250
Iteration 350Q: 29 clusters Score -1.020905e+08 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14083 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15159 members 
Mstep: Class 8 contains 84649 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47146 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6311 members 
Mstep: Class 14 contains 144962 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 53656 members 
Mstep: Class 17 contains 30403 members 
Mstep: Class 18 contains 10513 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145579 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5390 members 
Mstep: Class 24 contains 3860 members 
Mstep: Class 25 contains 11655 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 120324 members 
Mstep: Class 28 contains 106228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089976.000000 Penalty: 62435.281250
Iteration 351Q: 29 clusters Score -1.0209e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14088 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15169 members 
Mstep: Class 8 contains 84683 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6309 members 
Mstep: Class 14 contains 144964 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 52484 members 
Mstep: Class 17 contains 30056 members 
Mstep: Class 18 contains 10512 members 
Mstep: Class 19 contains 7466 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145579 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5394 members 
Mstep: Class 24 contains 3860 members 
Mstep: Class 25 contains 11714 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 120934 members 
Mstep: Class 28 contains 107048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089672.000000 Penalty: 62435.281250
Iteration 352Q: 29 clusters Score -1.020897e+08 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39102 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14088 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15182 members 
Mstep: Class 8 contains 84698 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47146 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6307 members 
Mstep: Class 14 contains 144962 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 51413 members 
Mstep: Class 17 contains 29734 members 
Mstep: Class 18 contains 10511 members 
Mstep: Class 19 contains 7458 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145580 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5394 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 11776 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 121513 members 
Mstep: Class 28 contains 107789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089728.000000 Penalty: 62435.281250
Iteration 353Q: 29 clusters Score -1.020897e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 39102 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14091 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15196 members 
Mstep: Class 8 contains 84715 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6305 members 
Mstep: Class 14 contains 144960 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 50350 members 
Mstep: Class 17 contains 29440 members 
Mstep: Class 18 contains 10511 members 
Mstep: Class 19 contains 7465 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145583 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5402 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 11831 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 122057 members 
Mstep: Class 28 contains 108501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089888.000000 Penalty: 62435.281250
Iteration 354Q: 29 clusters Score -1.020899e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14099 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15216 members 
Mstep: Class 8 contains 84730 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47148 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6304 members 
Mstep: Class 14 contains 144959 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 49301 members 
Mstep: Class 17 contains 29149 members 
Mstep: Class 18 contains 10511 members 
Mstep: Class 19 contains 7446 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145585 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 11876 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 122612 members 
Mstep: Class 28 contains 109205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089600.000000 Penalty: 62435.281250
Iteration 355Q: 29 clusters Score -1.020896e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14103 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15233 members 
Mstep: Class 8 contains 84756 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47150 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6301 members 
Mstep: Class 14 contains 144960 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 48247 members 
Mstep: Class 17 contains 28860 members 
Mstep: Class 18 contains 10511 members 
Mstep: Class 19 contains 7434 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145585 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5412 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 11913 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 123131 members 
Mstep: Class 28 contains 109954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089320.000000 Penalty: 62435.281250
Iteration 356Q: 29 clusters Score -1.020893e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14108 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15236 members 
Mstep: Class 8 contains 84775 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47150 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6299 members 
Mstep: Class 14 contains 144963 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 47180 members 
Mstep: Class 17 contains 28569 members 
Mstep: Class 18 contains 10511 members 
Mstep: Class 19 contains 7417 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145585 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5411 members 
Mstep: Class 24 contains 3850 members 
Mstep: Class 25 contains 11948 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 123630 members 
Mstep: Class 28 contains 110772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089256.000000 Penalty: 62435.281250
Iteration 357Q: 29 clusters Score -1.020893e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14112 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15235 members 
Mstep: Class 8 contains 84780 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47150 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6300 members 
Mstep: Class 14 contains 144964 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 46223 members 
Mstep: Class 17 contains 28244 members 
Mstep: Class 18 contains 10511 members 
Mstep: Class 19 contains 7395 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145583 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5417 members 
Mstep: Class 24 contains 3850 members 
Mstep: Class 25 contains 11991 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 124153 members 
Mstep: Class 28 contains 111496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089120.000000 Penalty: 62435.281250
Iteration 358Q: 29 clusters Score -1.020891e+08 nChanged 1714
Entering ConstructFrom: 
Score: -102089120.000000 Penalty: 62435.281250
Entering ConstructFrom: 
Trying to split cluster 1 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -297930.593750 Penalty: 1272.120972
	Iteration 0F: 2 clusters Score -297930.6 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 1241 members 
Entering Unmasked Estep 
Score: -295533.937500 Penalty: 2544.241943
	Iteration 0F: 3 clusters Score -295533.9 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -295993.593750 Penalty: 2544.241943
	Iteration 1F: 3 clusters Score -295993.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -296102.468750 Penalty: 2544.241943
	Iteration 2F: 3 clusters Score -296102.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -296167.375000 Penalty: 2544.241943
	Iteration 3Q: 3 clusters Score -296167.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -296215.000000 Penalty: 2544.241943
	Iteration 4Q: 3 clusters Score -296215 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -296251.593750 Penalty: 2544.241943
	Iteration 5Q: 3 clusters Score -296251.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -296269.468750 Penalty: 2544.241943
	Iteration 6Q: 3 clusters Score -296269.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -296286.468750 Penalty: 2544.241943
	Iteration 7Q: 3 clusters Score -296286.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -296302.125000 Penalty: 2544.241943
	Iteration 8Q: 3 clusters Score -296302.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -296317.312500 Penalty: 2544.241943
	Iteration 9Q: 3 clusters Score -296317.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -296332.093750 Penalty: 2544.241943
	Iteration 10Q: 3 clusters Score -296332.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -296347.531250 Penalty: 2544.241943
	Iteration 11Q: 3 clusters Score -296347.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -296365.500000 Penalty: 2544.241943
	Iteration 12Q: 3 clusters Score -296365.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -296385.187500 Penalty: 2544.241943
	Iteration 13Q: 3 clusters Score -296385.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -296400.687500 Penalty: 2544.241943
	Iteration 14Q: 3 clusters Score -296400.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -296414.781250 Penalty: 2544.241943
	Iteration 15Q: 3 clusters Score -296414.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -296426.875000 Penalty: 2544.241943
	Iteration 16Q: 3 clusters Score -296426.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -296440.593750 Penalty: 2544.241943
	Iteration 17Q: 3 clusters Score -296440.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -296455.937500 Penalty: 2544.241943
	Iteration 18Q: 3 clusters Score -296455.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -296470.906250 Penalty: 2544.241943
	Iteration 19Q: 3 clusters Score -296470.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -296488.406250 Penalty: 2544.241943
	Iteration 20F: 3 clusters Score -296488.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -296506.406250 Penalty: 2544.241943
	Iteration 21Q: 3 clusters Score -296506.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -296520.562500 Penalty: 2544.241943
	Iteration 22Q: 3 clusters Score -296520.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -296537.125000 Penalty: 2544.241943
	Iteration 23Q: 3 clusters Score -296537.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -296549.125000 Penalty: 2544.241943
	Iteration 24Q: 3 clusters Score -296549.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -296562.281250 Penalty: 2544.241943
	Iteration 25Q: 3 clusters Score -296562.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -296570.906250 Penalty: 2544.241943
	Iteration 26Q: 3 clusters Score -296570.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -296580.781250 Penalty: 2544.241943
	Iteration 27Q: 3 clusters Score -296580.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -296588.593750 Penalty: 2544.241943
	Iteration 28Q: 3 clusters Score -296588.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -296593.312500 Penalty: 2544.241943
	Iteration 29Q: 3 clusters Score -296593.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -296595.843750 Penalty: 2544.241943
	Iteration 30Q: 3 clusters Score -296595.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -296602.093750 Penalty: 2544.241943
	Iteration 31Q: 3 clusters Score -296602.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -296607.187500 Penalty: 2544.241943
	Iteration 32Q: 3 clusters Score -296607.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -296610.562500 Penalty: 2544.241943
	Iteration 33Q: 3 clusters Score -296610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -296614.218750 Penalty: 2544.241943
	Iteration 34Q: 3 clusters Score -296614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -296616.937500 Penalty: 2544.241943
	Iteration 35Q: 3 clusters Score -296616.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -296621.656250 Penalty: 2544.241943
	Iteration 36Q: 3 clusters Score -296621.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -296625.187500 Penalty: 2544.241943
	Iteration 37Q: 3 clusters Score -296625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -296628.500000 Penalty: 2544.241943
	Iteration 38Q: 3 clusters Score -296628.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -296634.687500 Penalty: 2544.241943
	Iteration 39Q: 3 clusters Score -296634.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -296642.750000 Penalty: 2544.241943
	Iteration 40F: 3 clusters Score -296642.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -296648.218750 Penalty: 2544.241943
	Iteration 41Q: 3 clusters Score -296648.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -296655.250000 Penalty: 2544.241943
	Iteration 42Q: 3 clusters Score -296655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -296659.375000 Penalty: 2544.241943
	Iteration 43Q: 3 clusters Score -296659.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -296663.500000 Penalty: 2544.241943
	Iteration 44Q: 3 clusters Score -296663.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -296670.375000 Penalty: 2544.241943
	Iteration 45Q: 3 clusters Score -296670.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -296675.687500 Penalty: 2544.241943
	Iteration 46Q: 3 clusters Score -296675.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -296681.875000 Penalty: 2544.241943
	Iteration 47Q: 3 clusters Score -296681.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -296688.937500 Penalty: 2544.241943
	Iteration 48Q: 3 clusters Score -296688.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -296694.593750 Penalty: 2544.241943
	Iteration 49Q: 3 clusters Score -296694.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -296701.593750 Penalty: 2544.241943
	Iteration 50Q: 3 clusters Score -296701.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -296705.187500 Penalty: 2544.241943
	Iteration 51Q: 3 clusters Score -296705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -296709.656250 Penalty: 2544.241943
	Iteration 52Q: 3 clusters Score -296709.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -296712.500000 Penalty: 2544.241943
	Iteration 53Q: 3 clusters Score -296712.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -296714.437500 Penalty: 2544.241943
	Iteration 54Q: 3 clusters Score -296714.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -296716.437500 Penalty: 2544.241943
	Iteration 55Q: 3 clusters Score -296716.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -296720.531250 Penalty: 2544.241943
	Iteration 56Q: 3 clusters Score -296720.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -296726.656250 Penalty: 2544.241943
	Iteration 57Q: 3 clusters Score -296726.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -296736.625000 Penalty: 2544.241943
	Iteration 58Q: 3 clusters Score -296736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -296740.187500 Penalty: 2544.241943
	Iteration 59Q: 3 clusters Score -296740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -296741.656250 Penalty: 2544.241943
	Iteration 60F: 3 clusters Score -296741.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -296742.125000 Penalty: 2544.241943
	Iteration 61Q: 3 clusters Score -296742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -296742.125000 Penalty: 2544.241943
	Iteration 62F: 3 clusters Score -296742.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Entering Unmasked Estep 
Score: -4328977.500000 Penalty: 1718.259277
	Iteration 0F: 2 clusters Score -4328978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -4302753.000000 Penalty: 3436.518555
	Iteration 0F: 3 clusters Score -4302753 nChanged 18163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -4312990.500000 Penalty: 3436.518555
	Iteration 1F: 3 clusters Score -4312990 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4313696.000000 Penalty: 3436.518555
	Iteration 2Q: 3 clusters Score -4313696 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -4314646.000000 Penalty: 3436.518555
	Iteration 3F: 3 clusters Score -4314646 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -4316027.000000 Penalty: 3436.518555
	Iteration 4F: 3 clusters Score -4316027 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -4317925.000000 Penalty: 3436.518555
	Iteration 5F: 3 clusters Score -4317925 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -4320036.500000 Penalty: 3436.518555
	Iteration 6F: 3 clusters Score -4320036 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -4321910.500000 Penalty: 3436.518555
	Iteration 7F: 3 clusters Score -4321910 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -4323358.000000 Penalty: 3436.518555
	Iteration 8Q: 3 clusters Score -4323358 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4324610.000000 Penalty: 3436.518555
	Iteration 9Q: 3 clusters Score -4324610 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4325684.000000 Penalty: 3436.518555
	Iteration 10Q: 3 clusters Score -4325684 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4326684.000000 Penalty: 3436.518555
	Iteration 11Q: 3 clusters Score -4326684 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4327083.000000 Penalty: 3436.518555
	Iteration 12Q: 3 clusters Score -4327083 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4327208.000000 Penalty: 3436.518555
	Iteration 13Q: 3 clusters Score -4327208 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4327276.500000 Penalty: 3436.518555
	Iteration 14Q: 3 clusters Score -4327276 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4327304.500000 Penalty: 3436.518555
	Iteration 15Q: 3 clusters Score -4327304 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4327321.500000 Penalty: 3436.518555
	Iteration 16Q: 3 clusters Score -4327322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4327344.000000 Penalty: 3436.518555
	Iteration 17Q: 3 clusters Score -4327344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4327363.000000 Penalty: 3436.518555
	Iteration 18Q: 3 clusters Score -4327363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4327375.500000 Penalty: 3436.518555
	Iteration 19Q: 3 clusters Score -4327376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4327377.000000 Penalty: 3436.518555
	Iteration 20F: 3 clusters Score -4327377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4327383.000000 Penalty: 3436.518555
	Iteration 21Q: 3 clusters Score -4327383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4327390.500000 Penalty: 3436.518555
	Iteration 22Q: 3 clusters Score -4327390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4327397.500000 Penalty: 3436.518555
	Iteration 23Q: 3 clusters Score -4327398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4327392.000000 Penalty: 3436.518555
	Iteration 24Q: 3 clusters Score -4327392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4327395.500000 Penalty: 3436.518555
	Iteration 25Q: 3 clusters Score -4327396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4327394.500000 Penalty: 3436.518555
	Iteration 26Q: 3 clusters Score -4327394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4327394.000000 Penalty: 3436.518555
	Iteration 27Q: 3 clusters Score -4327394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4327401.000000 Penalty: 3436.518555
	Iteration 28Q: 3 clusters Score -4327401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4327404.000000 Penalty: 3436.518555
	Iteration 29Q: 3 clusters Score -4327404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4327403.000000 Penalty: 3436.518555
	Iteration 30Q: 3 clusters Score -4327403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4327403.500000 Penalty: 3436.518555
	Iteration 31Q: 3 clusters Score -4327404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4327410.500000 Penalty: 3436.518555
	Iteration 32Q: 3 clusters Score -4327410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4327408.500000 Penalty: 3436.518555
	Iteration 33Q: 3 clusters Score -4327408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4327408.000000 Penalty: 3436.518555
	Iteration 34Q: 3 clusters Score -4327408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4327407.000000 Penalty: 3436.518555
	Iteration 35Q: 3 clusters Score -4327407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4327413.000000 Penalty: 3436.518555
	Iteration 36Q: 3 clusters Score -4327413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4327411.000000 Penalty: 3436.518555
	Iteration 37Q: 3 clusters Score -4327411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4327412.000000 Penalty: 3436.518555
	Iteration 38Q: 3 clusters Score -4327412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4327412.000000 Penalty: 3436.518555
	Iteration 39F: 3 clusters Score -4327412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Entering Unmasked Estep 
Score: -356291.312500 Penalty: 1316.276245
	Iteration 0F: 2 clusters Score -356291.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -353369.906250 Penalty: 2632.552490
	Iteration 0F: 3 clusters Score -353369.9 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -354098.093750 Penalty: 2632.552490
	Iteration 1F: 3 clusters Score -354098.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -354274.250000 Penalty: 2632.552490
	Iteration 2F: 3 clusters Score -354274.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -354406.937500 Penalty: 2632.552490
	Iteration 3F: 3 clusters Score -354406.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -354492.718750 Penalty: 2632.552490
	Iteration 4Q: 3 clusters Score -354492.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -354572.593750 Penalty: 2632.552490
	Iteration 5Q: 3 clusters Score -354572.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -354634.468750 Penalty: 2632.552490
	Iteration 6Q: 3 clusters Score -354634.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -354685.281250 Penalty: 2632.552490
	Iteration 7Q: 3 clusters Score -354685.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -354737.750000 Penalty: 2632.552490
	Iteration 8Q: 3 clusters Score -354737.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -354778.343750 Penalty: 2632.552490
	Iteration 9Q: 3 clusters Score -354778.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -354828.687500 Penalty: 2632.552490
	Iteration 10Q: 3 clusters Score -354828.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -354889.312500 Penalty: 2632.552490
	Iteration 11Q: 3 clusters Score -354889.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -354953.906250 Penalty: 2632.552490
	Iteration 12Q: 3 clusters Score -354953.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -355014.812500 Penalty: 2632.552490
	Iteration 13Q: 3 clusters Score -355014.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -355108.281250 Penalty: 2632.552490
	Iteration 14Q: 3 clusters Score -355108.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -355186.593750 Penalty: 2632.552490
	Iteration 15Q: 3 clusters Score -355186.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -355262.625000 Penalty: 2632.552490
	Iteration 16Q: 3 clusters Score -355262.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -355373.843750 Penalty: 2632.552490
	Iteration 17Q: 3 clusters Score -355373.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -355525.406250 Penalty: 2632.552490
	Iteration 18Q: 3 clusters Score -355525.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -355633.093750 Penalty: 2632.552490
	Iteration 19Q: 3 clusters Score -355633.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -355702.375000 Penalty: 2632.552490
	Iteration 20F: 3 clusters Score -355702.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -355752.281250 Penalty: 2632.552490
	Iteration 21Q: 3 clusters Score -355752.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -355782.593750 Penalty: 2632.552490
	Iteration 22Q: 3 clusters Score -355782.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -355799.812500 Penalty: 2632.552490
	Iteration 23Q: 3 clusters Score -355799.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -355820.750000 Penalty: 2632.552490
	Iteration 24Q: 3 clusters Score -355820.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -355834.093750 Penalty: 2632.552490
	Iteration 25Q: 3 clusters Score -355834.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -355838.406250 Penalty: 2632.552490
	Iteration 26Q: 3 clusters Score -355838.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -355846.468750 Penalty: 2632.552490
	Iteration 27Q: 3 clusters Score -355846.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -355856.062500 Penalty: 2632.552490
	Iteration 28Q: 3 clusters Score -355856.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -355864.906250 Penalty: 2632.552490
	Iteration 29Q: 3 clusters Score -355864.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -355880.375000 Penalty: 2632.552490
	Iteration 30Q: 3 clusters Score -355880.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -355900.500000 Penalty: 2632.552490
	Iteration 31Q: 3 clusters Score -355900.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -355925.281250 Penalty: 2632.552490
	Iteration 32Q: 3 clusters Score -355925.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -355935.500000 Penalty: 2632.552490
	Iteration 33Q: 3 clusters Score -355935.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -355941.531250 Penalty: 2632.552490
	Iteration 34Q: 3 clusters Score -355941.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -355948.000000 Penalty: 2632.552490
	Iteration 35Q: 3 clusters Score -355948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -355951.937500 Penalty: 2632.552490
	Iteration 36Q: 3 clusters Score -355951.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -355955.125000 Penalty: 2632.552490
	Iteration 37Q: 3 clusters Score -355955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -355955.906250 Penalty: 2632.552490
	Iteration 38Q: 3 clusters Score -355955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -355956.750000 Penalty: 2632.552490
	Iteration 39Q: 3 clusters Score -355956.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -355957.062500 Penalty: 2632.552490
	Iteration 40F: 3 clusters Score -355957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -355957.156250 Penalty: 2632.552490
	Iteration 41Q: 3 clusters Score -355957.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -355957.156250 Penalty: 2632.552490
	Iteration 42F: 3 clusters Score -355957.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -509541.968750 Penalty: 1365.326172
	Iteration 0F: 2 clusters Score -509542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -505882.656250 Penalty: 2730.652344
	Iteration 0F: 3 clusters Score -505882.7 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -506992.000000 Penalty: 2730.652344
	Iteration 1F: 3 clusters Score -506992 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -507302.437500 Penalty: 2730.652344
	Iteration 2F: 3 clusters Score -507302.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -507547.281250 Penalty: 2730.652344
	Iteration 3F: 3 clusters Score -507547.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -507704.750000 Penalty: 2730.652344
	Iteration 4F: 3 clusters Score -507704.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -507823.156250 Penalty: 2730.652344
	Iteration 5Q: 3 clusters Score -507823.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -507915.937500 Penalty: 2730.652344
	Iteration 6Q: 3 clusters Score -507915.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -507980.750000 Penalty: 2730.652344
	Iteration 7Q: 3 clusters Score -507980.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -508030.375000 Penalty: 2730.652344
	Iteration 8Q: 3 clusters Score -508030.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -508075.343750 Penalty: 2730.652344
	Iteration 9Q: 3 clusters Score -508075.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -508113.937500 Penalty: 2730.652344
	Iteration 10Q: 3 clusters Score -508113.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -508151.125000 Penalty: 2730.652344
	Iteration 11Q: 3 clusters Score -508151.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -508180.843750 Penalty: 2730.652344
	Iteration 12Q: 3 clusters Score -508180.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -508203.687500 Penalty: 2730.652344
	Iteration 13Q: 3 clusters Score -508203.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -508221.281250 Penalty: 2730.652344
	Iteration 14Q: 3 clusters Score -508221.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -508232.468750 Penalty: 2730.652344
	Iteration 15Q: 3 clusters Score -508232.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -508239.937500 Penalty: 2730.652344
	Iteration 16Q: 3 clusters Score -508239.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -508246.875000 Penalty: 2730.652344
	Iteration 17Q: 3 clusters Score -508246.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -508250.375000 Penalty: 2730.652344
	Iteration 18Q: 3 clusters Score -508250.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -508254.625000 Penalty: 2730.652344
	Iteration 19Q: 3 clusters Score -508254.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -508258.968750 Penalty: 2730.652344
	Iteration 20F: 3 clusters Score -508259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -508263.687500 Penalty: 2730.652344
	Iteration 21Q: 3 clusters Score -508263.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -508269.125000 Penalty: 2730.652344
	Iteration 22Q: 3 clusters Score -508269.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -508271.031250 Penalty: 2730.652344
	Iteration 23Q: 3 clusters Score -508271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -508274.656250 Penalty: 2730.652344
	Iteration 24Q: 3 clusters Score -508274.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -508281.531250 Penalty: 2730.652344
	Iteration 25Q: 3 clusters Score -508281.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -508287.343750 Penalty: 2730.652344
	Iteration 26Q: 3 clusters Score -508287.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -508292.718750 Penalty: 2730.652344
	Iteration 27Q: 3 clusters Score -508292.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -508294.937500 Penalty: 2730.652344
	Iteration 28Q: 3 clusters Score -508294.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -508297.375000 Penalty: 2730.652344
	Iteration 29Q: 3 clusters Score -508297.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -508300.718750 Penalty: 2730.652344
	Iteration 30Q: 3 clusters Score -508300.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -508302.718750 Penalty: 2730.652344
	Iteration 31Q: 3 clusters Score -508302.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -508302.250000 Penalty: 2730.652344
	Iteration 32Q: 3 clusters Score -508302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -508302.250000 Penalty: 2730.652344
	Iteration 33Q: 3 clusters Score -508302.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -508303.500000 Penalty: 2730.652344
	Iteration 34Q: 3 clusters Score -508303.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -508303.656250 Penalty: 2730.652344
	Iteration 35Q: 3 clusters Score -508303.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -508305.437500 Penalty: 2730.652344
	Iteration 36Q: 3 clusters Score -508305.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -508306.406250 Penalty: 2730.652344
	Iteration 37Q: 3 clusters Score -508306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -508307.843750 Penalty: 2730.652344
	Iteration 38Q: 3 clusters Score -508307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -508308.343750 Penalty: 2730.652344
	Iteration 39Q: 3 clusters Score -508308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -508308.187500 Penalty: 2730.652344
	Iteration 40F: 3 clusters Score -508308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -508307.968750 Penalty: 2730.652344
	Iteration 41Q: 3 clusters Score -508308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -508307.968750 Penalty: 2730.652344
	Iteration 42F: 3 clusters Score -508308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Entering Unmasked Estep 
Score: -1646778.500000 Penalty: 1552.651855
	Iteration 0F: 2 clusters Score -1646778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1637005.125000 Penalty: 3105.303711
	Iteration 0F: 3 clusters Score -1637005 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1640292.750000 Penalty: 3105.303711
	Iteration 1F: 3 clusters Score -1640293 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1640498.500000 Penalty: 3105.303711
	Iteration 2Q: 3 clusters Score -1640498 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1640654.125000 Penalty: 3105.303711
	Iteration 3Q: 3 clusters Score -1640654 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1640816.000000 Penalty: 3105.303711
	Iteration 4Q: 3 clusters Score -1640816 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1640999.125000 Penalty: 3105.303711
	Iteration 5Q: 3 clusters Score -1640999 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1641234.125000 Penalty: 3105.303711
	Iteration 6Q: 3 clusters Score -1641234 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1641567.875000 Penalty: 3105.303711
	Iteration 7Q: 3 clusters Score -1641568 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1642078.750000 Penalty: 3105.303711
	Iteration 8F: 3 clusters Score -1642079 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1642844.750000 Penalty: 3105.303711
	Iteration 9F: 3 clusters Score -1642845 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1643725.625000 Penalty: 3105.303711
	Iteration 10F: 3 clusters Score -1643726 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1644491.250000 Penalty: 3105.303711
	Iteration 11F: 3 clusters Score -1644491 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1644967.875000 Penalty: 3105.303711
	Iteration 12Q: 3 clusters Score -1644968 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1645177.750000 Penalty: 3105.303711
	Iteration 13Q: 3 clusters Score -1645178 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1645294.375000 Penalty: 3105.303711
	Iteration 14Q: 3 clusters Score -1645294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1645347.500000 Penalty: 3105.303711
	Iteration 15Q: 3 clusters Score -1645348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1645364.625000 Penalty: 3105.303711
	Iteration 16Q: 3 clusters Score -1645365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1645381.000000 Penalty: 3105.303711
	Iteration 17Q: 3 clusters Score -1645381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1645388.625000 Penalty: 3105.303711
	Iteration 18Q: 3 clusters Score -1645389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1645391.625000 Penalty: 3105.303711
	Iteration 19Q: 3 clusters Score -1645392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1645400.750000 Penalty: 3105.303711
	Iteration 20F: 3 clusters Score -1645401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1645409.125000 Penalty: 3105.303711
	Iteration 21Q: 3 clusters Score -1645409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1645407.750000 Penalty: 3105.303711
	Iteration 22Q: 3 clusters Score -1645408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1645409.500000 Penalty: 3105.303711
	Iteration 23Q: 3 clusters Score -1645410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1645411.000000 Penalty: 3105.303711
	Iteration 24Q: 3 clusters Score -1645411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1645411.000000 Penalty: 3105.303711
	Iteration 25F: 3 clusters Score -1645411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Entering Unmasked Estep 
Score: -2087311.500000 Penalty: 1592.934204
	Iteration 0F: 2 clusters Score -2087312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2074913.500000 Penalty: 3185.868408
	Iteration 0F: 3 clusters Score -2074914 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2079130.500000 Penalty: 3185.868408
	Iteration 1F: 3 clusters Score -2079130 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2079405.250000 Penalty: 3185.868408
	Iteration 2Q: 3 clusters Score -2079405 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2079638.000000 Penalty: 3185.868408
	Iteration 3Q: 3 clusters Score -2079638 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2079858.125000 Penalty: 3185.868408
	Iteration 4Q: 3 clusters Score -2079858 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2080115.500000 Penalty: 3185.868408
	Iteration 5Q: 3 clusters Score -2080116 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2080372.500000 Penalty: 3185.868408
	Iteration 6Q: 3 clusters Score -2080372 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2080698.750000 Penalty: 3185.868408
	Iteration 7Q: 3 clusters Score -2080699 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2081136.750000 Penalty: 3185.868408
	Iteration 8Q: 3 clusters Score -2081137 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2081674.750000 Penalty: 3185.868408
	Iteration 9Q: 3 clusters Score -2081675 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2082320.500000 Penalty: 3185.868408
	Iteration 10Q: 3 clusters Score -2082320 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2083017.750000 Penalty: 3185.868408
	Iteration 11F: 3 clusters Score -2083018 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2083650.875000 Penalty: 3185.868408
	Iteration 12Q: 3 clusters Score -2083651 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2084054.625000 Penalty: 3185.868408
	Iteration 13Q: 3 clusters Score -2084055 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2084304.375000 Penalty: 3185.868408
	Iteration 14Q: 3 clusters Score -2084304 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2084489.125000 Penalty: 3185.868408
	Iteration 15Q: 3 clusters Score -2084489 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2084624.875000 Penalty: 3185.868408
	Iteration 16Q: 3 clusters Score -2084625 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2084746.875000 Penalty: 3185.868408
	Iteration 17Q: 3 clusters Score -2084747 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2084880.750000 Penalty: 3185.868408
	Iteration 18Q: 3 clusters Score -2084881 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2085009.875000 Penalty: 3185.868408
	Iteration 19Q: 3 clusters Score -2085010 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2085138.000000 Penalty: 3185.868408
	Iteration 20F: 3 clusters Score -2085138 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2085267.000000 Penalty: 3185.868408
	Iteration 21Q: 3 clusters Score -2085267 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2085371.500000 Penalty: 3185.868408
	Iteration 22Q: 3 clusters Score -2085372 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2085467.000000 Penalty: 3185.868408
	Iteration 23Q: 3 clusters Score -2085467 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2085569.250000 Penalty: 3185.868408
	Iteration 24Q: 3 clusters Score -2085569 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2085653.250000 Penalty: 3185.868408
	Iteration 25Q: 3 clusters Score -2085653 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2085724.250000 Penalty: 3185.868408
	Iteration 26Q: 3 clusters Score -2085724 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2085786.875000 Penalty: 3185.868408
	Iteration 27Q: 3 clusters Score -2085787 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2085840.125000 Penalty: 3185.868408
	Iteration 28Q: 3 clusters Score -2085840 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2085872.500000 Penalty: 3185.868408
	Iteration 29Q: 3 clusters Score -2085872 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2085906.625000 Penalty: 3185.868408
	Iteration 30Q: 3 clusters Score -2085907 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2085929.125000 Penalty: 3185.868408
	Iteration 31Q: 3 clusters Score -2085929 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2085949.500000 Penalty: 3185.868408
	Iteration 32Q: 3 clusters Score -2085950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2085968.000000 Penalty: 3185.868408
	Iteration 33Q: 3 clusters Score -2085968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2085984.000000 Penalty: 3185.868408
	Iteration 34Q: 3 clusters Score -2085984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2085993.375000 Penalty: 3185.868408
	Iteration 35Q: 3 clusters Score -2085993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2086001.000000 Penalty: 3185.868408
	Iteration 36Q: 3 clusters Score -2086001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2086008.000000 Penalty: 3185.868408
	Iteration 37Q: 3 clusters Score -2086008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2086019.250000 Penalty: 3185.868408
	Iteration 38Q: 3 clusters Score -2086019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2086016.375000 Penalty: 3185.868408
	Iteration 39Q: 3 clusters Score -2086016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2086023.750000 Penalty: 3185.868408
	Iteration 40F: 3 clusters Score -2086024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2086027.125000 Penalty: 3185.868408
	Iteration 41Q: 3 clusters Score -2086027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2086031.250000 Penalty: 3185.868408
	Iteration 42Q: 3 clusters Score -2086031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2086033.375000 Penalty: 3185.868408
	Iteration 43Q: 3 clusters Score -2086033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2086033.000000 Penalty: 3185.868408
	Iteration 44Q: 3 clusters Score -2086033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2086031.000000 Penalty: 3185.868408
	Iteration 45Q: 3 clusters Score -2086031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2086031.000000 Penalty: 3185.868408
	Iteration 46F: 3 clusters Score -2086031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Entering Unmasked Estep 
Score: -1687904.500000 Penalty: 1565.137085
	Iteration 0F: 2 clusters Score -1687904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1677294.750000 Penalty: 3130.274170
	Iteration 0F: 3 clusters Score -1677295 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1681031.250000 Penalty: 3130.274170
	Iteration 1F: 3 clusters Score -1681031 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1681348.375000 Penalty: 3130.274170
	Iteration 2F: 3 clusters Score -1681348 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1681717.875000 Penalty: 3130.274170
	Iteration 3F: 3 clusters Score -1681718 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1682180.000000 Penalty: 3130.274170
	Iteration 4F: 3 clusters Score -1682180 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1682802.375000 Penalty: 3130.274170
	Iteration 5F: 3 clusters Score -1682802 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1683581.875000 Penalty: 3130.274170
	Iteration 6F: 3 clusters Score -1683582 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1684542.750000 Penalty: 3130.274170
	Iteration 7F: 3 clusters Score -1684543 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1685454.875000 Penalty: 3130.274170
	Iteration 8F: 3 clusters Score -1685455 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1686075.750000 Penalty: 3130.274170
	Iteration 9Q: 3 clusters Score -1686076 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1686480.125000 Penalty: 3130.274170
	Iteration 10Q: 3 clusters Score -1686480 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1686693.625000 Penalty: 3130.274170
	Iteration 11Q: 3 clusters Score -1686694 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1686837.875000 Penalty: 3130.274170
	Iteration 12Q: 3 clusters Score -1686838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1686914.000000 Penalty: 3130.274170
	Iteration 13Q: 3 clusters Score -1686914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1686960.375000 Penalty: 3130.274170
	Iteration 14Q: 3 clusters Score -1686960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1686979.000000 Penalty: 3130.274170
	Iteration 15Q: 3 clusters Score -1686979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1686982.625000 Penalty: 3130.274170
	Iteration 16Q: 3 clusters Score -1686983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1686994.375000 Penalty: 3130.274170
	Iteration 17Q: 3 clusters Score -1686994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1687001.125000 Penalty: 3130.274170
	Iteration 18Q: 3 clusters Score -1687001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1687001.000000 Penalty: 3130.274170
	Iteration 19Q: 3 clusters Score -1687001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1687041.375000 Penalty: 3130.274170
	Iteration 20F: 3 clusters Score -1687041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1687065.875000 Penalty: 3130.274170
	Iteration 21Q: 3 clusters Score -1687066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1687081.250000 Penalty: 3130.274170
	Iteration 22Q: 3 clusters Score -1687081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1687086.750000 Penalty: 3130.274170
	Iteration 23Q: 3 clusters Score -1687087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1687090.875000 Penalty: 3130.274170
	Iteration 24Q: 3 clusters Score -1687091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1687093.250000 Penalty: 3130.274170
	Iteration 25Q: 3 clusters Score -1687093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1687094.250000 Penalty: 3130.274170
	Iteration 26Q: 3 clusters Score -1687094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1687094.250000 Penalty: 3130.274170
	Iteration 27F: 3 clusters Score -1687094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84778 members 
Entering Unmasked Estep 
Score: -9799827.000000 Penalty: 1844.016113
	Iteration 0F: 2 clusters Score -9799827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -9743511.000000 Penalty: 3688.032227
	Iteration 0F: 3 clusters Score -9743511 nChanged 40392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -9766659.000000 Penalty: 3688.032227
	Iteration 1F: 3 clusters Score -9766659 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -9767177.000000 Penalty: 3688.032227
	Iteration 2Q: 3 clusters Score -9767177 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -9767746.000000 Penalty: 3688.032227
	Iteration 3Q: 3 clusters Score -9767746 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -9768589.000000 Penalty: 3688.032227
	Iteration 4Q: 3 clusters Score -9768589 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -9770170.000000 Penalty: 3688.032227
	Iteration 5Q: 3 clusters Score -9770170 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -9772908.000000 Penalty: 3688.032227
	Iteration 6F: 3 clusters Score -9772908 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -9778230.000000 Penalty: 3688.032227
	Iteration 7F: 3 clusters Score -9778230 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -9785884.000000 Penalty: 3688.032227
	Iteration 8F: 3 clusters Score -9785884 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79490 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -9793182.000000 Penalty: 3688.032227
	Iteration 9F: 3 clusters Score -9793182 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9796853.000000 Penalty: 3688.032227
	Iteration 10Q: 3 clusters Score -9796853 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9797814.000000 Penalty: 3688.032227
	Iteration 11Q: 3 clusters Score -9797814 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9798034.000000 Penalty: 3688.032227
	Iteration 12Q: 3 clusters Score -9798034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9798121.000000 Penalty: 3688.032227
	Iteration 13Q: 3 clusters Score -9798121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84651 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9798156.000000 Penalty: 3688.032227
	Iteration 14Q: 3 clusters Score -9798156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84656 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9798178.000000 Penalty: 3688.032227
	Iteration 15Q: 3 clusters Score -9798178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84659 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9798184.000000 Penalty: 3688.032227
	Iteration 16Q: 3 clusters Score -9798184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9798184.000000 Penalty: 3688.032227
	Iteration 17Q: 3 clusters Score -9798184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9798187.000000 Penalty: 3688.032227
	Iteration 18Q: 3 clusters Score -9798187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9798187.000000 Penalty: 3688.032227
	Iteration 19F: 3 clusters Score -9798187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -396558.906250 Penalty: 1335.026489
	Iteration 0F: 2 clusters Score -396558.9 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 1823 members 
Entering Unmasked Estep 
Score: -393385.250000 Penalty: 2670.052979
	Iteration 0F: 3 clusters Score -393385.2 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -394215.000000 Penalty: 2670.052979
	Iteration 1F: 3 clusters Score -394215 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -394367.125000 Penalty: 2670.052979
	Iteration 2F: 3 clusters Score -394367.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -394494.593750 Penalty: 2670.052979
	Iteration 3F: 3 clusters Score -394494.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -394613.781250 Penalty: 2670.052979
	Iteration 4Q: 3 clusters Score -394613.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -394750.281250 Penalty: 2670.052979
	Iteration 5Q: 3 clusters Score -394750.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -394876.656250 Penalty: 2670.052979
	Iteration 6Q: 3 clusters Score -394876.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -394966.562500 Penalty: 2670.052979
	Iteration 7Q: 3 clusters Score -394966.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -395035.281250 Penalty: 2670.052979
	Iteration 8Q: 3 clusters Score -395035.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -395094.718750 Penalty: 2670.052979
	Iteration 9Q: 3 clusters Score -395094.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -395141.125000 Penalty: 2670.052979
	Iteration 10Q: 3 clusters Score -395141.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -395184.468750 Penalty: 2670.052979
	Iteration 11Q: 3 clusters Score -395184.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -395225.562500 Penalty: 2670.052979
	Iteration 12Q: 3 clusters Score -395225.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -395263.687500 Penalty: 2670.052979
	Iteration 13Q: 3 clusters Score -395263.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -395302.343750 Penalty: 2670.052979
	Iteration 14Q: 3 clusters Score -395302.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -395343.625000 Penalty: 2670.052979
	Iteration 15Q: 3 clusters Score -395343.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -395392.218750 Penalty: 2670.052979
	Iteration 16Q: 3 clusters Score -395392.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -395444.906250 Penalty: 2670.052979
	Iteration 17Q: 3 clusters Score -395444.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -395504.531250 Penalty: 2670.052979
	Iteration 18Q: 3 clusters Score -395504.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -395577.187500 Penalty: 2670.052979
	Iteration 19Q: 3 clusters Score -395577.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -395651.312500 Penalty: 2670.052979
	Iteration 20F: 3 clusters Score -395651.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -395722.031250 Penalty: 2670.052979
	Iteration 21Q: 3 clusters Score -395722 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -395799.812500 Penalty: 2670.052979
	Iteration 22Q: 3 clusters Score -395799.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -395855.468750 Penalty: 2670.052979
	Iteration 23Q: 3 clusters Score -395855.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -395905.968750 Penalty: 2670.052979
	Iteration 24Q: 3 clusters Score -395906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -395954.062500 Penalty: 2670.052979
	Iteration 25Q: 3 clusters Score -395954.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -395994.812500 Penalty: 2670.052979
	Iteration 26Q: 3 clusters Score -395994.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -396017.062500 Penalty: 2670.052979
	Iteration 27Q: 3 clusters Score -396017.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -396025.687500 Penalty: 2670.052979
	Iteration 28Q: 3 clusters Score -396025.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -396036.312500 Penalty: 2670.052979
	Iteration 29Q: 3 clusters Score -396036.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -396047.968750 Penalty: 2670.052979
	Iteration 30Q: 3 clusters Score -396048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -396061.656250 Penalty: 2670.052979
	Iteration 31Q: 3 clusters Score -396061.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -396068.468750 Penalty: 2670.052979
	Iteration 32Q: 3 clusters Score -396068.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -396074.343750 Penalty: 2670.052979
	Iteration 33Q: 3 clusters Score -396074.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -396076.906250 Penalty: 2670.052979
	Iteration 34Q: 3 clusters Score -396076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -396077.281250 Penalty: 2670.052979
	Iteration 35Q: 3 clusters Score -396077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -396079.312500 Penalty: 2670.052979
	Iteration 36Q: 3 clusters Score -396079.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -396078.968750 Penalty: 2670.052979
	Iteration 37Q: 3 clusters Score -396079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -396080.062500 Penalty: 2670.052979
	Iteration 38Q: 3 clusters Score -396080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -396082.218750 Penalty: 2670.052979
	Iteration 39Q: 3 clusters Score -396082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -396084.250000 Penalty: 2670.052979
	Iteration 40F: 3 clusters Score -396084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -396107.281250 Penalty: 2670.052979
	Iteration 41Q: 3 clusters Score -396107.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -396167.875000 Penalty: 2670.052979
	Iteration 42Q: 3 clusters Score -396167.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -396232.125000 Penalty: 2670.052979
	Iteration 43Q: 3 clusters Score -396232.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -396286.187500 Penalty: 2670.052979
	Iteration 44Q: 3 clusters Score -396286.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -396311.343750 Penalty: 2670.052979
	Iteration 45Q: 3 clusters Score -396311.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -396331.500000 Penalty: 2670.052979
	Iteration 46Q: 3 clusters Score -396331.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -396349.812500 Penalty: 2670.052979
	Iteration 47Q: 3 clusters Score -396349.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -396360.843750 Penalty: 2670.052979
	Iteration 48Q: 3 clusters Score -396360.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -396366.875000 Penalty: 2670.052979
	Iteration 49Q: 3 clusters Score -396366.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -396373.093750 Penalty: 2670.052979
	Iteration 50Q: 3 clusters Score -396373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -396377.093750 Penalty: 2670.052979
	Iteration 51Q: 3 clusters Score -396377.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -396379.750000 Penalty: 2670.052979
	Iteration 52Q: 3 clusters Score -396379.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -396382.156250 Penalty: 2670.052979
	Iteration 53Q: 3 clusters Score -396382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -396382.125000 Penalty: 2670.052979
	Iteration 54Q: 3 clusters Score -396382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -396382.843750 Penalty: 2670.052979
	Iteration 55Q: 3 clusters Score -396382.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -396382.843750 Penalty: 2670.052979
	Iteration 56F: 3 clusters Score -396382.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -98587.273438 Penalty: 1116.889160
	Iteration 0F: 2 clusters Score -98587.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -97208.843750 Penalty: 2233.778320
	Iteration 0F: 3 clusters Score -97208.84 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -97509.609375 Penalty: 2233.778320
	Iteration 1F: 3 clusters Score -97509.61 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -97622.414062 Penalty: 2233.778320
	Iteration 2F: 3 clusters Score -97622.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97682.828125 Penalty: 2233.778320
	Iteration 3F: 3 clusters Score -97682.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97736.992188 Penalty: 2233.778320
	Iteration 4Q: 3 clusters Score -97736.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97798.546875 Penalty: 2233.778320
	Iteration 5Q: 3 clusters Score -97798.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97863.539062 Penalty: 2233.778320
	Iteration 6Q: 3 clusters Score -97863.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -97911.906250 Penalty: 2233.778320
	Iteration 7Q: 3 clusters Score -97911.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97952.796875 Penalty: 2233.778320
	Iteration 8Q: 3 clusters Score -97952.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -98000.867188 Penalty: 2233.778320
	Iteration 9Q: 3 clusters Score -98000.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -98022.820312 Penalty: 2233.778320
	Iteration 10Q: 3 clusters Score -98022.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -98045.046875 Penalty: 2233.778320
	Iteration 11Q: 3 clusters Score -98045.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -98056.117188 Penalty: 2233.778320
	Iteration 12Q: 3 clusters Score -98056.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -98072.992188 Penalty: 2233.778320
	Iteration 13Q: 3 clusters Score -98072.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -98080.039062 Penalty: 2233.778320
	Iteration 14Q: 3 clusters Score -98080.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -98083.695312 Penalty: 2233.778320
	Iteration 15Q: 3 clusters Score -98083.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -98084.570312 Penalty: 2233.778320
	Iteration 16Q: 3 clusters Score -98084.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -98084.570312 Penalty: 2233.778320
	Iteration 17F: 3 clusters Score -98084.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Entering Unmasked Estep 
Score: -5408056.500000 Penalty: 1748.673584
	Iteration 0F: 2 clusters Score -5408056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -5376544.000000 Penalty: 3497.347168
	Iteration 0F: 3 clusters Score -5376544 nChanged 22046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -5388880.000000 Penalty: 3497.347168
	Iteration 1F: 3 clusters Score -5388880 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -5389391.500000 Penalty: 3497.347168
	Iteration 2Q: 3 clusters Score -5389392 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -5389971.000000 Penalty: 3497.347168
	Iteration 3Q: 3 clusters Score -5389971 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -5390621.000000 Penalty: 3497.347168
	Iteration 4Q: 3 clusters Score -5390621 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -5391540.500000 Penalty: 3497.347168
	Iteration 5Q: 3 clusters Score -5391540 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -5392902.500000 Penalty: 3497.347168
	Iteration 6F: 3 clusters Score -5392902 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -5394890.000000 Penalty: 3497.347168
	Iteration 7F: 3 clusters Score -5394890 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -5397503.500000 Penalty: 3497.347168
	Iteration 8F: 3 clusters Score -5397504 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5400596.000000 Penalty: 3497.347168
	Iteration 9F: 3 clusters Score -5400596 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -5403338.000000 Penalty: 3497.347168
	Iteration 10F: 3 clusters Score -5403338 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5405123.000000 Penalty: 3497.347168
	Iteration 11Q: 3 clusters Score -5405123 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5405938.500000 Penalty: 3497.347168
	Iteration 12Q: 3 clusters Score -5405938 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5406289.000000 Penalty: 3497.347168
	Iteration 13Q: 3 clusters Score -5406289 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5406404.000000 Penalty: 3497.347168
	Iteration 14Q: 3 clusters Score -5406404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5406464.000000 Penalty: 3497.347168
	Iteration 15Q: 3 clusters Score -5406464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5406501.500000 Penalty: 3497.347168
	Iteration 16Q: 3 clusters Score -5406502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5406521.500000 Penalty: 3497.347168
	Iteration 17Q: 3 clusters Score -5406522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5406533.000000 Penalty: 3497.347168
	Iteration 18Q: 3 clusters Score -5406533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5406539.500000 Penalty: 3497.347168
	Iteration 19Q: 3 clusters Score -5406540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5406539.500000 Penalty: 3497.347168
	Iteration 20F: 3 clusters Score -5406540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5406545.000000 Penalty: 3497.347168
	Iteration 21Q: 3 clusters Score -5406545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5406552.500000 Penalty: 3497.347168
	Iteration 22Q: 3 clusters Score -5406552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5406558.000000 Penalty: 3497.347168
	Iteration 23Q: 3 clusters Score -5406558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5406559.500000 Penalty: 3497.347168
	Iteration 24Q: 3 clusters Score -5406560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5406560.500000 Penalty: 3497.347168
	Iteration 25Q: 3 clusters Score -5406560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5406562.500000 Penalty: 3497.347168
	Iteration 26Q: 3 clusters Score -5406562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5406568.500000 Penalty: 3497.347168
	Iteration 27Q: 3 clusters Score -5406568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5406578.500000 Penalty: 3497.347168
	Iteration 28Q: 3 clusters Score -5406578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5406587.000000 Penalty: 3497.347168
	Iteration 29Q: 3 clusters Score -5406587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5406588.000000 Penalty: 3497.347168
	Iteration 30Q: 3 clusters Score -5406588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5406588.500000 Penalty: 3497.347168
	Iteration 31Q: 3 clusters Score -5406588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5406593.500000 Penalty: 3497.347168
	Iteration 32Q: 3 clusters Score -5406594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5406600.000000 Penalty: 3497.347168
	Iteration 33Q: 3 clusters Score -5406600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5406600.000000 Penalty: 3497.347168
	Iteration 34F: 3 clusters Score -5406600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -42390.066406 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -42390.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41431.390625 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -41431.39 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41659.128906 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -41659.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41719.578125 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -41719.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41750.312500 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -41750.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41766.078125 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -41766.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41804.699219 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -41804.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41841.167969 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -41841.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41892.757812 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -41892.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41927.117188 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -41927.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41960.816406 Penalty: 1972.989746
	Iteration 9Q: 3 clusters Score -41960.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41995.652344 Penalty: 1972.989746
	Iteration 10Q: 3 clusters Score -41995.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42030.070312 Penalty: 1972.989746
	Iteration 11Q: 3 clusters Score -42030.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42083.070312 Penalty: 1972.989746
	Iteration 12Q: 3 clusters Score -42083.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42134.230469 Penalty: 1972.989746
	Iteration 13Q: 3 clusters Score -42134.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42174.023438 Penalty: 1972.989746
	Iteration 14Q: 3 clusters Score -42174.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42217.199219 Penalty: 1972.989746
	Iteration 15Q: 3 clusters Score -42217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42244.316406 Penalty: 1972.989746
	Iteration 16Q: 3 clusters Score -42244.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42293.480469 Penalty: 1972.989746
	Iteration 17Q: 3 clusters Score -42293.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42343.882812 Penalty: 1972.989746
	Iteration 18Q: 3 clusters Score -42343.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42360.296875 Penalty: 1972.989746
	Iteration 19Q: 3 clusters Score -42360.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42376.656250 Penalty: 1972.989746
	Iteration 20F: 3 clusters Score -42376.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42399.343750 Penalty: 1972.989746
	Iteration 21Q: 3 clusters Score -42399.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42411.886719 Penalty: 1972.989746
	Iteration 22Q: 3 clusters Score -42411.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42413.753906 Penalty: 1972.989746
	Iteration 23Q: 3 clusters Score -42413.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42413.753906 Penalty: 1972.989746
	Iteration 24F: 3 clusters Score -42413.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14112 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15239 members 
Mstep: Class 8 contains 84778 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 6298 members 
Mstep: Class 14 contains 144968 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 45298 members 
Mstep: Class 17 contains 27939 members 
Mstep: Class 18 contains 10511 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145584 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5417 members 
Mstep: Class 24 contains 3850 members 
Mstep: Class 25 contains 12042 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 124648 members 
Mstep: Class 28 contains 112191 members 
Mstep: Class 29 contains 206 members 
Entering Unmasked Estep 
Score: -102087824.000000 Penalty: 64665.113281
Splitting cluster 12 changes total score from -102089120.000000 to -102087824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (6298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Entering Unmasked Estep 
Score: -727936.500000 Penalty: 1421.547974
	Iteration 0F: 2 clusters Score -727936.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -723134.812500 Penalty: 2843.095947
	Iteration 0F: 3 clusters Score -723134.8 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -724577.500000 Penalty: 2843.095947
	Iteration 1F: 3 clusters Score -724577.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -724794.875000 Penalty: 2843.095947
	Iteration 2F: 3 clusters Score -724794.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -724978.812500 Penalty: 2843.095947
	Iteration 3F: 3 clusters Score -724978.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -725195.812500 Penalty: 2843.095947
	Iteration 4F: 3 clusters Score -725195.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -725460.187500 Penalty: 2843.095947
	Iteration 5F: 3 clusters Score -725460.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -725769.437500 Penalty: 2843.095947
	Iteration 6F: 3 clusters Score -725769.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -726069.187500 Penalty: 2843.095947
	Iteration 7F: 3 clusters Score -726069.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -726364.125000 Penalty: 2843.095947
	Iteration 8F: 3 clusters Score -726364.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -726631.125000 Penalty: 2843.095947
	Iteration 9Q: 3 clusters Score -726631.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -726822.937500 Penalty: 2843.095947
	Iteration 10Q: 3 clusters Score -726822.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -726949.375000 Penalty: 2843.095947
	Iteration 11Q: 3 clusters Score -726949.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -727027.937500 Penalty: 2843.095947
	Iteration 12Q: 3 clusters Score -727027.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -727062.312500 Penalty: 2843.095947
	Iteration 13Q: 3 clusters Score -727062.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -727079.312500 Penalty: 2843.095947
	Iteration 14Q: 3 clusters Score -727079.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -727090.125000 Penalty: 2843.095947
	Iteration 15Q: 3 clusters Score -727090.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -727092.625000 Penalty: 2843.095947
	Iteration 16Q: 3 clusters Score -727092.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -727099.062500 Penalty: 2843.095947
	Iteration 17Q: 3 clusters Score -727099.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -727103.750000 Penalty: 2843.095947
	Iteration 18Q: 3 clusters Score -727103.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -727105.562500 Penalty: 2843.095947
	Iteration 19Q: 3 clusters Score -727105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -727106.125000 Penalty: 2843.095947
	Iteration 20F: 3 clusters Score -727106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -727107.625000 Penalty: 2843.095947
	Iteration 21Q: 3 clusters Score -727107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -727108.187500 Penalty: 2843.095947
	Iteration 22Q: 3 clusters Score -727108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -727109.687500 Penalty: 2843.095947
	Iteration 23Q: 3 clusters Score -727109.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -727109.500000 Penalty: 2843.095947
	Iteration 24Q: 3 clusters Score -727109.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -727109.500000 Penalty: 2843.095947
	Iteration 25F: 3 clusters Score -727109.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (144968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144968 members 
Entering Unmasked Estep 
Score: -16388693.000000 Penalty: 1931.193726
	Iteration 0F: 2 clusters Score -1.638869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -16292467.000000 Penalty: 3862.387451
	Iteration 0F: 3 clusters Score -1.629247e+07 nChanged 69616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66869 members 
Mstep: Class 2 contains 78099 members 
Entering Unmasked Estep 
Score: -16334548.000000 Penalty: 3862.387451
	Iteration 1F: 3 clusters Score -1.633455e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 81465 members 
Entering Unmasked Estep 
Score: -16336317.000000 Penalty: 3862.387451
	Iteration 2Q: 3 clusters Score -1.633632e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -16339284.000000 Penalty: 3862.387451
	Iteration 3Q: 3 clusters Score -1.633928e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -16344120.000000 Penalty: 3862.387451
	Iteration 4F: 3 clusters Score -1.634412e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -16351458.000000 Penalty: 3862.387451
	Iteration 5F: 3 clusters Score -1.635146e+07 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 113623 members 
Entering Unmasked Estep 
Score: -16361134.000000 Penalty: 3862.387451
	Iteration 6F: 3 clusters Score -1.636113e+07 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 123888 members 
Entering Unmasked Estep 
Score: -16371060.000000 Penalty: 3862.387451
	Iteration 7F: 3 clusters Score -1.637106e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 131451 members 
Entering Unmasked Estep 
Score: -16378330.000000 Penalty: 3862.387451
	Iteration 8F: 3 clusters Score -1.637833e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 136095 members 
Entering Unmasked Estep 
Score: -16382612.000000 Penalty: 3862.387451
	Iteration 9Q: 3 clusters Score -1.638261e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 138886 members 
Entering Unmasked Estep 
Score: -16384866.000000 Penalty: 3862.387451
	Iteration 10Q: 3 clusters Score -1.638487e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 140526 members 
Entering Unmasked Estep 
Score: -16386042.000000 Penalty: 3862.387451
	Iteration 11Q: 3 clusters Score -1.638604e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 141513 members 
Entering Unmasked Estep 
Score: -16386734.000000 Penalty: 3862.387451
	Iteration 12Q: 3 clusters Score -1.638673e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 142163 members 
Entering Unmasked Estep 
Score: -16387199.000000 Penalty: 3862.387451
	Iteration 13Q: 3 clusters Score -1.63872e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 142584 members 
Entering Unmasked Estep 
Score: -16387360.000000 Penalty: 3862.387451
	Iteration 14Q: 3 clusters Score -1.638736e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 142892 members 
Entering Unmasked Estep 
Score: -16387502.000000 Penalty: 3862.387451
	Iteration 15Q: 3 clusters Score -1.63875e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 143094 members 
Entering Unmasked Estep 
Score: -16387586.000000 Penalty: 3862.387451
	Iteration 16Q: 3 clusters Score -1.638759e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 143243 members 
Entering Unmasked Estep 
Score: -16387648.000000 Penalty: 3862.387451
	Iteration 17Q: 3 clusters Score -1.638765e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 143344 members 
Entering Unmasked Estep 
Score: -16387695.000000 Penalty: 3862.387451
	Iteration 18Q: 3 clusters Score -1.63877e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 143417 members 
Entering Unmasked Estep 
Score: -16387726.000000 Penalty: 3862.387451
	Iteration 19Q: 3 clusters Score -1.638773e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 143473 members 
Entering Unmasked Estep 
Score: -16387748.000000 Penalty: 3862.387451
	Iteration 20F: 3 clusters Score -1.638775e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 143526 members 
Entering Unmasked Estep 
Score: -16387736.000000 Penalty: 3862.387451
	Iteration 21Q: 3 clusters Score -1.638774e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 143567 members 
Entering Unmasked Estep 
Score: -16387738.000000 Penalty: 3862.387451
	Iteration 22Q: 3 clusters Score -1.638774e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 143583 members 
Entering Unmasked Estep 
Score: -16387742.000000 Penalty: 3862.387451
	Iteration 23Q: 3 clusters Score -1.638774e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 143592 members 
Entering Unmasked Estep 
Score: -16387758.000000 Penalty: 3862.387451
	Iteration 24Q: 3 clusters Score -1.638776e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 143607 members 
Entering Unmasked Estep 
Score: -16387766.000000 Penalty: 3862.387451
	Iteration 25Q: 3 clusters Score -1.638777e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 143612 members 
Entering Unmasked Estep 
Score: -16387757.000000 Penalty: 3862.387451
	Iteration 26Q: 3 clusters Score -1.638776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 143619 members 
Entering Unmasked Estep 
Score: -16387760.000000 Penalty: 3862.387451
	Iteration 27Q: 3 clusters Score -1.638776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 143619 members 
Entering Unmasked Estep 
Score: -16387746.000000 Penalty: 3862.387451
	Iteration 28Q: 3 clusters Score -1.638775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 143624 members 
Entering Unmasked Estep 
Score: -16387753.000000 Penalty: 3862.387451
	Iteration 29Q: 3 clusters Score -1.638775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 143634 members 
Entering Unmasked Estep 
Score: -16387766.000000 Penalty: 3862.387451
	Iteration 30Q: 3 clusters Score -1.638777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 143640 members 
Entering Unmasked Estep 
Score: -16387778.000000 Penalty: 3862.387451
	Iteration 31Q: 3 clusters Score -1.638778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 143643 members 
Entering Unmasked Estep 
Score: -16387773.000000 Penalty: 3862.387451
	Iteration 32Q: 3 clusters Score -1.638777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 143640 members 
Entering Unmasked Estep 
Score: -16387770.000000 Penalty: 3862.387451
	Iteration 33Q: 3 clusters Score -1.638777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 143638 members 
Entering Unmasked Estep 
Score: -16387769.000000 Penalty: 3862.387451
	Iteration 34Q: 3 clusters Score -1.638777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 143639 members 
Entering Unmasked Estep 
Score: -16387768.000000 Penalty: 3862.387451
	Iteration 35Q: 3 clusters Score -1.638777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 143638 members 
Entering Unmasked Estep 
Score: -16387757.000000 Penalty: 3862.387451
	Iteration 36Q: 3 clusters Score -1.638776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 143639 members 
Entering Unmasked Estep 
Score: -16387759.000000 Penalty: 3862.387451
	Iteration 37Q: 3 clusters Score -1.638776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 143641 members 
Entering Unmasked Estep 
Score: -16387768.000000 Penalty: 3862.387451
	Iteration 38Q: 3 clusters Score -1.638777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 143642 members 
Entering Unmasked Estep 
Score: -16387773.000000 Penalty: 3862.387451
	Iteration 39Q: 3 clusters Score -1.638777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 143642 members 
Entering Unmasked Estep 
Score: -16387772.000000 Penalty: 3862.387451
	Iteration 40F: 3 clusters Score -1.638777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 143642 members 
Entering Unmasked Estep 
Score: -16387774.000000 Penalty: 3862.387451
	Iteration 41Q: 3 clusters Score -1.638777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 143641 members 
Entering Unmasked Estep 
Score: -16387776.000000 Penalty: 3862.387451
	Iteration 42Q: 3 clusters Score -1.638778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 143637 members 
Entering Unmasked Estep 
Score: -16387776.000000 Penalty: 3862.387451
	Iteration 43Q: 3 clusters Score -1.638778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 143636 members 
Entering Unmasked Estep 
Score: -16387777.000000 Penalty: 3862.387451
	Iteration 44Q: 3 clusters Score -1.638778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 143635 members 
Entering Unmasked Estep 
Score: -16387780.000000 Penalty: 3862.387451
	Iteration 45Q: 3 clusters Score -1.638778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 143634 members 
Entering Unmasked Estep 
Score: -16387787.000000 Penalty: 3862.387451
	Iteration 46Q: 3 clusters Score -1.638779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 143634 members 
Entering Unmasked Estep 
Score: -16387787.000000 Penalty: 3862.387451
	Iteration 47F: 3 clusters Score -1.638779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Entering Unmasked Estep 
Score: -431868.562500 Penalty: 1338.159912
	Iteration 0F: 2 clusters Score -431868.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -428612.312500 Penalty: 2676.319824
	Iteration 0F: 3 clusters Score -428612.3 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -429433.812500 Penalty: 2676.319824
	Iteration 1F: 3 clusters Score -429433.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -429633.406250 Penalty: 2676.319824
	Iteration 2F: 3 clusters Score -429633.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -429793.718750 Penalty: 2676.319824
	Iteration 3F: 3 clusters Score -429793.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -429917.281250 Penalty: 2676.319824
	Iteration 4F: 3 clusters Score -429917.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -430020.187500 Penalty: 2676.319824
	Iteration 5Q: 3 clusters Score -430020.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -430130.125000 Penalty: 2676.319824
	Iteration 6Q: 3 clusters Score -430130.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -430238.718750 Penalty: 2676.319824
	Iteration 7Q: 3 clusters Score -430238.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -430330.531250 Penalty: 2676.319824
	Iteration 8Q: 3 clusters Score -430330.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -430429.687500 Penalty: 2676.319824
	Iteration 9Q: 3 clusters Score -430429.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -430521.593750 Penalty: 2676.319824
	Iteration 10Q: 3 clusters Score -430521.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -430609.187500 Penalty: 2676.319824
	Iteration 11Q: 3 clusters Score -430609.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -430692.687500 Penalty: 2676.319824
	Iteration 12Q: 3 clusters Score -430692.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -430747.125000 Penalty: 2676.319824
	Iteration 13Q: 3 clusters Score -430747.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -430782.656250 Penalty: 2676.319824
	Iteration 14Q: 3 clusters Score -430782.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -430818.625000 Penalty: 2676.319824
	Iteration 15Q: 3 clusters Score -430818.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -430850.531250 Penalty: 2676.319824
	Iteration 16Q: 3 clusters Score -430850.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -430865.562500 Penalty: 2676.319824
	Iteration 17Q: 3 clusters Score -430865.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -430875.625000 Penalty: 2676.319824
	Iteration 18Q: 3 clusters Score -430875.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -430886.687500 Penalty: 2676.319824
	Iteration 19Q: 3 clusters Score -430886.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -430891.468750 Penalty: 2676.319824
	Iteration 20F: 3 clusters Score -430891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -430892.562500 Penalty: 2676.319824
	Iteration 21Q: 3 clusters Score -430892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -430894.562500 Penalty: 2676.319824
	Iteration 22Q: 3 clusters Score -430894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -430896.187500 Penalty: 2676.319824
	Iteration 23Q: 3 clusters Score -430896.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -430896.343750 Penalty: 2676.319824
	Iteration 24Q: 3 clusters Score -430896.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -430896.343750 Penalty: 2676.319824
	Iteration 25F: 3 clusters Score -430896.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Entering Unmasked Estep 
Score: -5285549.000000 Penalty: 1742.165405
	Iteration 0F: 2 clusters Score -5285549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -5255285.500000 Penalty: 3484.330811
	Iteration 0F: 3 clusters Score -5255286 nChanged 21304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -5267237.000000 Penalty: 3484.330811
	Iteration 1F: 3 clusters Score -5267237 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -5267634.500000 Penalty: 3484.330811
	Iteration 2Q: 3 clusters Score -5267634 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -5268076.000000 Penalty: 3484.330811
	Iteration 3Q: 3 clusters Score -5268076 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -5268600.000000 Penalty: 3484.330811
	Iteration 4Q: 3 clusters Score -5268600 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -5269319.000000 Penalty: 3484.330811
	Iteration 5Q: 3 clusters Score -5269319 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -5270432.500000 Penalty: 3484.330811
	Iteration 6F: 3 clusters Score -5270432 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -5272237.000000 Penalty: 3484.330811
	Iteration 7F: 3 clusters Score -5272237 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -5274952.500000 Penalty: 3484.330811
	Iteration 8F: 3 clusters Score -5274952 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -5278287.000000 Penalty: 3484.330811
	Iteration 9F: 3 clusters Score -5278287 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5281223.000000 Penalty: 3484.330811
	Iteration 10F: 3 clusters Score -5281223 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5282916.000000 Penalty: 3484.330811
	Iteration 11Q: 3 clusters Score -5282916 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5283633.000000 Penalty: 3484.330811
	Iteration 12Q: 3 clusters Score -5283633 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5283852.000000 Penalty: 3484.330811
	Iteration 13Q: 3 clusters Score -5283852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5283934.000000 Penalty: 3484.330811
	Iteration 14Q: 3 clusters Score -5283934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -5283960.000000 Penalty: 3484.330811
	Iteration 15Q: 3 clusters Score -5283960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5283978.500000 Penalty: 3484.330811
	Iteration 16Q: 3 clusters Score -5283978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5283988.000000 Penalty: 3484.330811
	Iteration 17Q: 3 clusters Score -5283988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5284007.000000 Penalty: 3484.330811
	Iteration 18Q: 3 clusters Score -5284007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5284020.500000 Penalty: 3484.330811
	Iteration 19Q: 3 clusters Score -5284020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5284026.500000 Penalty: 3484.330811
	Iteration 20F: 3 clusters Score -5284026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5284033.500000 Penalty: 3484.330811
	Iteration 21Q: 3 clusters Score -5284034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5284038.500000 Penalty: 3484.330811
	Iteration 22Q: 3 clusters Score -5284038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5284038.500000 Penalty: 3484.330811
	Iteration 23Q: 3 clusters Score -5284038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5284043.500000 Penalty: 3484.330811
	Iteration 24Q: 3 clusters Score -5284044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5284041.500000 Penalty: 3484.330811
	Iteration 25Q: 3 clusters Score -5284042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5284041.500000 Penalty: 3484.330811
	Iteration 26F: 3 clusters Score -5284042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Entering Unmasked Estep 
Score: -3263843.000000 Penalty: 1663.639038
	Iteration 0F: 2 clusters Score -3263843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3245058.500000 Penalty: 3327.278076
	Iteration 0F: 3 clusters Score -3245058 nChanged 12811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3251985.750000 Penalty: 3327.278076
	Iteration 1F: 3 clusters Score -3251986 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3252253.250000 Penalty: 3327.278076
	Iteration 2Q: 3 clusters Score -3252253 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3252451.500000 Penalty: 3327.278076
	Iteration 3Q: 3 clusters Score -3252452 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3252636.000000 Penalty: 3327.278076
	Iteration 4Q: 3 clusters Score -3252636 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -3252844.500000 Penalty: 3327.278076
	Iteration 5Q: 3 clusters Score -3252844 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -3253076.750000 Penalty: 3327.278076
	Iteration 6Q: 3 clusters Score -3253077 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3253357.000000 Penalty: 3327.278076
	Iteration 7Q: 3 clusters Score -3253357 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3253781.000000 Penalty: 3327.278076
	Iteration 8Q: 3 clusters Score -3253781 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -3254407.500000 Penalty: 3327.278076
	Iteration 9Q: 3 clusters Score -3254408 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3255448.500000 Penalty: 3327.278076
	Iteration 10F: 3 clusters Score -3255448 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -3257074.500000 Penalty: 3327.278076
	Iteration 11F: 3 clusters Score -3257074 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3259032.750000 Penalty: 3327.278076
	Iteration 12F: 3 clusters Score -3259033 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3260709.250000 Penalty: 3327.278076
	Iteration 13F: 3 clusters Score -3260709 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3261687.250000 Penalty: 3327.278076
	Iteration 14Q: 3 clusters Score -3261687 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -3262059.750000 Penalty: 3327.278076
	Iteration 15Q: 3 clusters Score -3262060 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3262222.250000 Penalty: 3327.278076
	Iteration 16Q: 3 clusters Score -3262222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -3262285.750000 Penalty: 3327.278076
	Iteration 17Q: 3 clusters Score -3262286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3262335.000000 Penalty: 3327.278076
	Iteration 18Q: 3 clusters Score -3262335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -3262350.000000 Penalty: 3327.278076
	Iteration 19Q: 3 clusters Score -3262350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -3262372.500000 Penalty: 3327.278076
	Iteration 20F: 3 clusters Score -3262372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3262383.750000 Penalty: 3327.278076
	Iteration 21Q: 3 clusters Score -3262384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3262391.750000 Penalty: 3327.278076
	Iteration 22Q: 3 clusters Score -3262392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3262392.500000 Penalty: 3327.278076
	Iteration 23Q: 3 clusters Score -3262392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3262392.500000 Penalty: 3327.278076
	Iteration 24F: 3 clusters Score -3262392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Entering Unmasked Estep 
Score: -1198773.375000 Penalty: 1504.778809
	Iteration 0F: 2 clusters Score -1198773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1191293.875000 Penalty: 3009.557617
	Iteration 0F: 3 clusters Score -1191294 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1193859.250000 Penalty: 3009.557617
	Iteration 1F: 3 clusters Score -1193859 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1194294.750000 Penalty: 3009.557617
	Iteration 2F: 3 clusters Score -1194295 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1194721.125000 Penalty: 3009.557617
	Iteration 3F: 3 clusters Score -1194721 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1195242.125000 Penalty: 3009.557617
	Iteration 4F: 3 clusters Score -1195242 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1195818.500000 Penalty: 3009.557617
	Iteration 5F: 3 clusters Score -1195818 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1196392.125000 Penalty: 3009.557617
	Iteration 6F: 3 clusters Score -1196392 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1196843.000000 Penalty: 3009.557617
	Iteration 7F: 3 clusters Score -1196843 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1197073.875000 Penalty: 3009.557617
	Iteration 8Q: 3 clusters Score -1197074 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1197200.625000 Penalty: 3009.557617
	Iteration 9Q: 3 clusters Score -1197201 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1197271.125000 Penalty: 3009.557617
	Iteration 10Q: 3 clusters Score -1197271 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1197320.625000 Penalty: 3009.557617
	Iteration 11Q: 3 clusters Score -1197321 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1197362.000000 Penalty: 3009.557617
	Iteration 12Q: 3 clusters Score -1197362 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1197395.375000 Penalty: 3009.557617
	Iteration 13Q: 3 clusters Score -1197395 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1197418.750000 Penalty: 3009.557617
	Iteration 14Q: 3 clusters Score -1197419 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1197439.750000 Penalty: 3009.557617
	Iteration 15Q: 3 clusters Score -1197440 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1197458.500000 Penalty: 3009.557617
	Iteration 16Q: 3 clusters Score -1197458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1197462.375000 Penalty: 3009.557617
	Iteration 17Q: 3 clusters Score -1197462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1197469.250000 Penalty: 3009.557617
	Iteration 18Q: 3 clusters Score -1197469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1197472.375000 Penalty: 3009.557617
	Iteration 19Q: 3 clusters Score -1197472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1197476.125000 Penalty: 3009.557617
	Iteration 20F: 3 clusters Score -1197476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1197480.250000 Penalty: 3009.557617
	Iteration 21Q: 3 clusters Score -1197480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1197486.750000 Penalty: 3009.557617
	Iteration 22Q: 3 clusters Score -1197487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1197486.000000 Penalty: 3009.557617
	Iteration 23Q: 3 clusters Score -1197486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1197488.500000 Penalty: 3009.557617
	Iteration 24Q: 3 clusters Score -1197488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1197489.000000 Penalty: 3009.557617
	Iteration 25Q: 3 clusters Score -1197489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1197495.125000 Penalty: 3009.557617
	Iteration 26Q: 3 clusters Score -1197495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1197496.875000 Penalty: 3009.557617
	Iteration 27Q: 3 clusters Score -1197497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1197497.625000 Penalty: 3009.557617
	Iteration 28Q: 3 clusters Score -1197498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1197505.000000 Penalty: 3009.557617
	Iteration 29Q: 3 clusters Score -1197505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1197504.000000 Penalty: 3009.557617
	Iteration 30Q: 3 clusters Score -1197504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1197506.625000 Penalty: 3009.557617
	Iteration 31Q: 3 clusters Score -1197507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1197508.375000 Penalty: 3009.557617
	Iteration 32Q: 3 clusters Score -1197508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1197510.625000 Penalty: 3009.557617
	Iteration 33Q: 3 clusters Score -1197511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1197512.375000 Penalty: 3009.557617
	Iteration 34Q: 3 clusters Score -1197512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1197513.250000 Penalty: 3009.557617
	Iteration 35Q: 3 clusters Score -1197513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1197513.625000 Penalty: 3009.557617
	Iteration 36Q: 3 clusters Score -1197514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1197513.625000 Penalty: 3009.557617
	Iteration 37F: 3 clusters Score -1197514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Entering Unmasked Estep 
Score: -869226.312500 Penalty: 1447.310913
	Iteration 0F: 2 clusters Score -869226.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -863678.000000 Penalty: 2894.621826
	Iteration 0F: 3 clusters Score -863678 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -865285.000000 Penalty: 2894.621826
	Iteration 1F: 3 clusters Score -865285 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -865493.125000 Penalty: 2894.621826
	Iteration 2F: 3 clusters Score -865493.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -865629.937500 Penalty: 2894.621826
	Iteration 3Q: 3 clusters Score -865629.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -865715.687500 Penalty: 2894.621826
	Iteration 4Q: 3 clusters Score -865715.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -865771.812500 Penalty: 2894.621826
	Iteration 5Q: 3 clusters Score -865771.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -865818.125000 Penalty: 2894.621826
	Iteration 6Q: 3 clusters Score -865818.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -865860.312500 Penalty: 2894.621826
	Iteration 7Q: 3 clusters Score -865860.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -865896.062500 Penalty: 2894.621826
	Iteration 8Q: 3 clusters Score -865896.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -865921.687500 Penalty: 2894.621826
	Iteration 9Q: 3 clusters Score -865921.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -865939.187500 Penalty: 2894.621826
	Iteration 10Q: 3 clusters Score -865939.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -865952.375000 Penalty: 2894.621826
	Iteration 11Q: 3 clusters Score -865952.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -865970.437500 Penalty: 2894.621826
	Iteration 12Q: 3 clusters Score -865970.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -865981.062500 Penalty: 2894.621826
	Iteration 13Q: 3 clusters Score -865981.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -865996.875000 Penalty: 2894.621826
	Iteration 14Q: 3 clusters Score -865996.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -866010.000000 Penalty: 2894.621826
	Iteration 15Q: 3 clusters Score -866010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -866025.125000 Penalty: 2894.621826
	Iteration 16Q: 3 clusters Score -866025.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -866034.375000 Penalty: 2894.621826
	Iteration 17Q: 3 clusters Score -866034.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -866044.250000 Penalty: 2894.621826
	Iteration 18Q: 3 clusters Score -866044.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -866052.312500 Penalty: 2894.621826
	Iteration 19Q: 3 clusters Score -866052.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -866059.437500 Penalty: 2894.621826
	Iteration 20F: 3 clusters Score -866059.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -866064.625000 Penalty: 2894.621826
	Iteration 21Q: 3 clusters Score -866064.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -866074.375000 Penalty: 2894.621826
	Iteration 22Q: 3 clusters Score -866074.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -866081.187500 Penalty: 2894.621826
	Iteration 23Q: 3 clusters Score -866081.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -866090.312500 Penalty: 2894.621826
	Iteration 24Q: 3 clusters Score -866090.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -866096.500000 Penalty: 2894.621826
	Iteration 25Q: 3 clusters Score -866096.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -866101.625000 Penalty: 2894.621826
	Iteration 26Q: 3 clusters Score -866101.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -866107.312500 Penalty: 2894.621826
	Iteration 27Q: 3 clusters Score -866107.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -866117.562500 Penalty: 2894.621826
	Iteration 28Q: 3 clusters Score -866117.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -866128.750000 Penalty: 2894.621826
	Iteration 29Q: 3 clusters Score -866128.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -866141.562500 Penalty: 2894.621826
	Iteration 30Q: 3 clusters Score -866141.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -866157.437500 Penalty: 2894.621826
	Iteration 31Q: 3 clusters Score -866157.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -866180.125000 Penalty: 2894.621826
	Iteration 32Q: 3 clusters Score -866180.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -866204.562500 Penalty: 2894.621826
	Iteration 33Q: 3 clusters Score -866204.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -866230.250000 Penalty: 2894.621826
	Iteration 34Q: 3 clusters Score -866230.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -866261.062500 Penalty: 2894.621826
	Iteration 35Q: 3 clusters Score -866261.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -866303.750000 Penalty: 2894.621826
	Iteration 36Q: 3 clusters Score -866303.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -866357.812500 Penalty: 2894.621826
	Iteration 37Q: 3 clusters Score -866357.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -866418.875000 Penalty: 2894.621826
	Iteration 38Q: 3 clusters Score -866418.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -866500.187500 Penalty: 2894.621826
	Iteration 39Q: 3 clusters Score -866500.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -866592.875000 Penalty: 2894.621826
	Iteration 40F: 3 clusters Score -866592.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -866701.937500 Penalty: 2894.621826
	Iteration 41Q: 3 clusters Score -866701.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -866813.125000 Penalty: 2894.621826
	Iteration 42Q: 3 clusters Score -866813.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -866940.562500 Penalty: 2894.621826
	Iteration 43Q: 3 clusters Score -866940.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -867082.312500 Penalty: 2894.621826
	Iteration 44Q: 3 clusters Score -867082.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -867207.125000 Penalty: 2894.621826
	Iteration 45Q: 3 clusters Score -867207.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -867322.812500 Penalty: 2894.621826
	Iteration 46Q: 3 clusters Score -867322.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -867458.937500 Penalty: 2894.621826
	Iteration 47Q: 3 clusters Score -867458.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -867580.062500 Penalty: 2894.621826
	Iteration 48Q: 3 clusters Score -867580.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -867673.625000 Penalty: 2894.621826
	Iteration 49Q: 3 clusters Score -867673.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -867750.250000 Penalty: 2894.621826
	Iteration 50Q: 3 clusters Score -867750.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -867812.062500 Penalty: 2894.621826
	Iteration 51Q: 3 clusters Score -867812.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -867855.625000 Penalty: 2894.621826
	Iteration 52Q: 3 clusters Score -867855.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -867882.437500 Penalty: 2894.621826
	Iteration 53Q: 3 clusters Score -867882.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -867902.437500 Penalty: 2894.621826
	Iteration 54Q: 3 clusters Score -867902.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -867917.187500 Penalty: 2894.621826
	Iteration 55Q: 3 clusters Score -867917.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -867930.437500 Penalty: 2894.621826
	Iteration 56Q: 3 clusters Score -867930.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -867937.750000 Penalty: 2894.621826
	Iteration 57Q: 3 clusters Score -867937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -867941.562500 Penalty: 2894.621826
	Iteration 58Q: 3 clusters Score -867941.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -867945.375000 Penalty: 2894.621826
	Iteration 59Q: 3 clusters Score -867945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -867948.125000 Penalty: 2894.621826
	Iteration 60F: 3 clusters Score -867948.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -867950.437500 Penalty: 2894.621826
	Iteration 61Q: 3 clusters Score -867950.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -867950.437500 Penalty: 2894.621826
	Iteration 62F: 3 clusters Score -867950.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Entering Unmasked Estep 
Score: -1455574.625000 Penalty: 1534.016479
	Iteration 0F: 2 clusters Score -1455575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1446783.875000 Penalty: 3068.032959
	Iteration 0F: 3 clusters Score -1446784 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1449677.125000 Penalty: 3068.032959
	Iteration 1F: 3 clusters Score -1449677 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1449913.500000 Penalty: 3068.032959
	Iteration 2F: 3 clusters Score -1449914 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1450087.125000 Penalty: 3068.032959
	Iteration 3Q: 3 clusters Score -1450087 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1450233.250000 Penalty: 3068.032959
	Iteration 4Q: 3 clusters Score -1450233 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1450374.000000 Penalty: 3068.032959
	Iteration 5Q: 3 clusters Score -1450374 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1450513.000000 Penalty: 3068.032959
	Iteration 6Q: 3 clusters Score -1450513 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1450663.875000 Penalty: 3068.032959
	Iteration 7Q: 3 clusters Score -1450664 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1450862.625000 Penalty: 3068.032959
	Iteration 8Q: 3 clusters Score -1450863 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1451138.375000 Penalty: 3068.032959
	Iteration 9Q: 3 clusters Score -1451138 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1451456.625000 Penalty: 3068.032959
	Iteration 10Q: 3 clusters Score -1451457 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1451778.125000 Penalty: 3068.032959
	Iteration 11Q: 3 clusters Score -1451778 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1452115.500000 Penalty: 3068.032959
	Iteration 12Q: 3 clusters Score -1452116 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1452439.250000 Penalty: 3068.032959
	Iteration 13Q: 3 clusters Score -1452439 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1452701.750000 Penalty: 3068.032959
	Iteration 14Q: 3 clusters Score -1452702 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1452886.250000 Penalty: 3068.032959
	Iteration 15Q: 3 clusters Score -1452886 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1453004.000000 Penalty: 3068.032959
	Iteration 16Q: 3 clusters Score -1453004 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1453080.750000 Penalty: 3068.032959
	Iteration 17Q: 3 clusters Score -1453081 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1453164.875000 Penalty: 3068.032959
	Iteration 18Q: 3 clusters Score -1453165 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1453239.625000 Penalty: 3068.032959
	Iteration 19Q: 3 clusters Score -1453240 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1453294.000000 Penalty: 3068.032959
	Iteration 20F: 3 clusters Score -1453294 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1453347.625000 Penalty: 3068.032959
	Iteration 21Q: 3 clusters Score -1453348 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1453399.625000 Penalty: 3068.032959
	Iteration 22Q: 3 clusters Score -1453400 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1453460.375000 Penalty: 3068.032959
	Iteration 23Q: 3 clusters Score -1453460 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1453518.875000 Penalty: 3068.032959
	Iteration 24Q: 3 clusters Score -1453519 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1453570.000000 Penalty: 3068.032959
	Iteration 25Q: 3 clusters Score -1453570 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1453622.375000 Penalty: 3068.032959
	Iteration 26Q: 3 clusters Score -1453622 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1453690.250000 Penalty: 3068.032959
	Iteration 27Q: 3 clusters Score -1453690 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1453765.250000 Penalty: 3068.032959
	Iteration 28Q: 3 clusters Score -1453765 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1453837.375000 Penalty: 3068.032959
	Iteration 29Q: 3 clusters Score -1453837 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1453900.750000 Penalty: 3068.032959
	Iteration 30Q: 3 clusters Score -1453901 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1453954.250000 Penalty: 3068.032959
	Iteration 31Q: 3 clusters Score -1453954 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1453999.875000 Penalty: 3068.032959
	Iteration 32Q: 3 clusters Score -1454000 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1454030.250000 Penalty: 3068.032959
	Iteration 33Q: 3 clusters Score -1454030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1454054.250000 Penalty: 3068.032959
	Iteration 34Q: 3 clusters Score -1454054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1454077.625000 Penalty: 3068.032959
	Iteration 35Q: 3 clusters Score -1454078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1454089.125000 Penalty: 3068.032959
	Iteration 36Q: 3 clusters Score -1454089 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1454109.125000 Penalty: 3068.032959
	Iteration 37Q: 3 clusters Score -1454109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1454121.875000 Penalty: 3068.032959
	Iteration 38Q: 3 clusters Score -1454122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1454131.000000 Penalty: 3068.032959
	Iteration 39Q: 3 clusters Score -1454131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1454141.750000 Penalty: 3068.032959
	Iteration 40F: 3 clusters Score -1454142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1454154.250000 Penalty: 3068.032959
	Iteration 41Q: 3 clusters Score -1454154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1454159.250000 Penalty: 3068.032959
	Iteration 42Q: 3 clusters Score -1454159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1454168.875000 Penalty: 3068.032959
	Iteration 43Q: 3 clusters Score -1454169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1454172.250000 Penalty: 3068.032959
	Iteration 44Q: 3 clusters Score -1454172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1454177.125000 Penalty: 3068.032959
	Iteration 45Q: 3 clusters Score -1454177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1454187.250000 Penalty: 3068.032959
	Iteration 46Q: 3 clusters Score -1454187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1454197.375000 Penalty: 3068.032959
	Iteration 47Q: 3 clusters Score -1454197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1454202.125000 Penalty: 3068.032959
	Iteration 48Q: 3 clusters Score -1454202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1454210.500000 Penalty: 3068.032959
	Iteration 49Q: 3 clusters Score -1454210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1454221.750000 Penalty: 3068.032959
	Iteration 50Q: 3 clusters Score -1454222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1454234.625000 Penalty: 3068.032959
	Iteration 51Q: 3 clusters Score -1454235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1454241.250000 Penalty: 3068.032959
	Iteration 52Q: 3 clusters Score -1454241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1454242.000000 Penalty: 3068.032959
	Iteration 53Q: 3 clusters Score -1454242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1454245.000000 Penalty: 3068.032959
	Iteration 54Q: 3 clusters Score -1454245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1454246.875000 Penalty: 3068.032959
	Iteration 55Q: 3 clusters Score -1454247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1454253.000000 Penalty: 3068.032959
	Iteration 56Q: 3 clusters Score -1454253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1454255.625000 Penalty: 3068.032959
	Iteration 57Q: 3 clusters Score -1454256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1454257.000000 Penalty: 3068.032959
	Iteration 58Q: 3 clusters Score -1454257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1454258.125000 Penalty: 3068.032959
	Iteration 59Q: 3 clusters Score -1454258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1454259.875000 Penalty: 3068.032959
	Iteration 60F: 3 clusters Score -1454260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1454262.875000 Penalty: 3068.032959
	Iteration 61Q: 3 clusters Score -1454263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1454263.125000 Penalty: 3068.032959
	Iteration 62Q: 3 clusters Score -1454263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1454263.375000 Penalty: 3068.032959
	Iteration 63Q: 3 clusters Score -1454263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1454264.500000 Penalty: 3068.032959
	Iteration 64Q: 3 clusters Score -1454264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1454269.500000 Penalty: 3068.032959
	Iteration 65Q: 3 clusters Score -1454270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1454273.250000 Penalty: 3068.032959
	Iteration 66Q: 3 clusters Score -1454273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1454276.500000 Penalty: 3068.032959
	Iteration 67Q: 3 clusters Score -1454276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1454280.125000 Penalty: 3068.032959
	Iteration 68Q: 3 clusters Score -1454280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1454281.750000 Penalty: 3068.032959
	Iteration 69Q: 3 clusters Score -1454282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1454284.375000 Penalty: 3068.032959
	Iteration 70Q: 3 clusters Score -1454284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1454287.750000 Penalty: 3068.032959
	Iteration 71Q: 3 clusters Score -1454288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1454288.375000 Penalty: 3068.032959
	Iteration 72Q: 3 clusters Score -1454288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1454290.000000 Penalty: 3068.032959
	Iteration 73Q: 3 clusters Score -1454290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1454290.625000 Penalty: 3068.032959
	Iteration 74Q: 3 clusters Score -1454291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1454292.375000 Penalty: 3068.032959
	Iteration 75Q: 3 clusters Score -1454292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1454290.625000 Penalty: 3068.032959
	Iteration 76Q: 3 clusters Score -1454291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1454291.250000 Penalty: 3068.032959
	Iteration 77Q: 3 clusters Score -1454291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1454292.000000 Penalty: 3068.032959
	Iteration 78Q: 3 clusters Score -1454292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1454291.625000 Penalty: 3068.032959
	Iteration 79Q: 3 clusters Score -1454292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1454289.625000 Penalty: 3068.032959
	Iteration 80F: 3 clusters Score -1454290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1454291.125000 Penalty: 3068.032959
	Iteration 81Q: 3 clusters Score -1454291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1454291.125000 Penalty: 3068.032959
	Iteration 82F: 3 clusters Score -1454291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (145584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145584 members 
Entering Unmasked Estep 
Score: -16518510.000000 Penalty: 1931.882690
	Iteration 0F: 2 clusters Score -1.651851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
Score: -16422872.000000 Penalty: 3863.765381
	Iteration 0F: 3 clusters Score -1.642287e+07 nChanged 70332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -16463629.000000 Penalty: 3863.765381
	Iteration 1F: 3 clusters Score -1.646363e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74931 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -16464101.000000 Penalty: 3863.765381
	Iteration 2Q: 3 clusters Score -1.64641e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 69529 members 
Entering Unmasked Estep 
Score: -16464844.000000 Penalty: 3863.765381
	Iteration 3Q: 3 clusters Score -1.646484e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77769 members 
Mstep: Class 2 contains 67815 members 
Entering Unmasked Estep 
Score: -16465761.000000 Penalty: 3863.765381
	Iteration 4Q: 3 clusters Score -1.646576e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
Score: -16467060.000000 Penalty: 3863.765381
	Iteration 5Q: 3 clusters Score -1.646706e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -16469249.000000 Penalty: 3863.765381
	Iteration 6Q: 3 clusters Score -1.646925e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89672 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -16472803.000000 Penalty: 3863.765381
	Iteration 7Q: 3 clusters Score -1.64728e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -16478699.000000 Penalty: 3863.765381
	Iteration 8F: 3 clusters Score -1.64787e+07 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104601 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -16486894.000000 Penalty: 3863.765381
	Iteration 9F: 3 clusters Score -1.648689e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111409 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -16494539.000000 Penalty: 3863.765381
	Iteration 10F: 3 clusters Score -1.649454e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116326 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -16499530.000000 Penalty: 3863.765381
	Iteration 11Q: 3 clusters Score -1.649953e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120038 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -16502436.000000 Penalty: 3863.765381
	Iteration 12Q: 3 clusters Score -1.650244e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123213 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -16504194.000000 Penalty: 3863.765381
	Iteration 13Q: 3 clusters Score -1.650419e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126116 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -16505600.000000 Penalty: 3863.765381
	Iteration 14Q: 3 clusters Score -1.65056e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128890 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -16507026.000000 Penalty: 3863.765381
	Iteration 15Q: 3 clusters Score -1.650703e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131449 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -16508568.000000 Penalty: 3863.765381
	Iteration 16Q: 3 clusters Score -1.650857e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133895 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -16510006.000000 Penalty: 3863.765381
	Iteration 17Q: 3 clusters Score -1.651001e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136023 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -16511242.000000 Penalty: 3863.765381
	Iteration 18Q: 3 clusters Score -1.651124e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137912 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -16512310.000000 Penalty: 3863.765381
	Iteration 19Q: 3 clusters Score -1.651231e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139513 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -16513293.000000 Penalty: 3863.765381
	Iteration 20F: 3 clusters Score -1.651329e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140850 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -16514099.000000 Penalty: 3863.765381
	Iteration 21Q: 3 clusters Score -1.65141e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141949 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -16514768.000000 Penalty: 3863.765381
	Iteration 22Q: 3 clusters Score -1.651477e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142804 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -16515247.000000 Penalty: 3863.765381
	Iteration 23Q: 3 clusters Score -1.651525e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143456 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -16515671.000000 Penalty: 3863.765381
	Iteration 24Q: 3 clusters Score -1.651567e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143925 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -16515972.000000 Penalty: 3863.765381
	Iteration 25Q: 3 clusters Score -1.651597e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144258 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -16516214.000000 Penalty: 3863.765381
	Iteration 26Q: 3 clusters Score -1.651621e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144495 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -16516397.000000 Penalty: 3863.765381
	Iteration 27Q: 3 clusters Score -1.65164e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144680 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -16516529.000000 Penalty: 3863.765381
	Iteration 28Q: 3 clusters Score -1.651653e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144795 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16516612.000000 Penalty: 3863.765381
	Iteration 29Q: 3 clusters Score -1.651661e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144884 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -16516650.000000 Penalty: 3863.765381
	Iteration 30Q: 3 clusters Score -1.651665e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144946 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -16516683.000000 Penalty: 3863.765381
	Iteration 31Q: 3 clusters Score -1.651668e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144993 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -16516742.000000 Penalty: 3863.765381
	Iteration 32Q: 3 clusters Score -1.651674e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145031 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -16516763.000000 Penalty: 3863.765381
	Iteration 33Q: 3 clusters Score -1.651676e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145060 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -16516781.000000 Penalty: 3863.765381
	Iteration 34Q: 3 clusters Score -1.651678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145076 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -16516785.000000 Penalty: 3863.765381
	Iteration 35Q: 3 clusters Score -1.651678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145091 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -16516804.000000 Penalty: 3863.765381
	Iteration 36Q: 3 clusters Score -1.65168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145104 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -16516829.000000 Penalty: 3863.765381
	Iteration 37Q: 3 clusters Score -1.651683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145112 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -16516826.000000 Penalty: 3863.765381
	Iteration 38Q: 3 clusters Score -1.651683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145126 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -16516840.000000 Penalty: 3863.765381
	Iteration 39Q: 3 clusters Score -1.651684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145135 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -16516833.000000 Penalty: 3863.765381
	Iteration 40F: 3 clusters Score -1.651683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145141 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -16516834.000000 Penalty: 3863.765381
	Iteration 41Q: 3 clusters Score -1.651683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145145 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -16516833.000000 Penalty: 3863.765381
	Iteration 42Q: 3 clusters Score -1.651683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145150 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -16516835.000000 Penalty: 3863.765381
	Iteration 43Q: 3 clusters Score -1.651684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145157 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -16516839.000000 Penalty: 3863.765381
	Iteration 44Q: 3 clusters Score -1.651684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145159 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -16516832.000000 Penalty: 3863.765381
	Iteration 45Q: 3 clusters Score -1.651683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145160 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -16516837.000000 Penalty: 3863.765381
	Iteration 46Q: 3 clusters Score -1.651684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145162 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -16516849.000000 Penalty: 3863.765381
	Iteration 47Q: 3 clusters Score -1.651685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145162 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -16516849.000000 Penalty: 3863.765381
	Iteration 48F: 3 clusters Score -1.651685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Entering Unmasked Estep 
Score: -422380.843750 Penalty: 1336.557251
	Iteration 0F: 2 clusters Score -422380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -419214.562500 Penalty: 2673.114502
	Iteration 0F: 3 clusters Score -419214.6 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -420017.781250 Penalty: 2673.114502
	Iteration 1F: 3 clusters Score -420017.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -420188.656250 Penalty: 2673.114502
	Iteration 2F: 3 clusters Score -420188.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -420302.593750 Penalty: 2673.114502
	Iteration 3F: 3 clusters Score -420302.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -420374.875000 Penalty: 2673.114502
	Iteration 4Q: 3 clusters Score -420374.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -420429.281250 Penalty: 2673.114502
	Iteration 5Q: 3 clusters Score -420429.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -420471.406250 Penalty: 2673.114502
	Iteration 6Q: 3 clusters Score -420471.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -420501.156250 Penalty: 2673.114502
	Iteration 7Q: 3 clusters Score -420501.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -420533.281250 Penalty: 2673.114502
	Iteration 8Q: 3 clusters Score -420533.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -420558.968750 Penalty: 2673.114502
	Iteration 9Q: 3 clusters Score -420559 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -420576.937500 Penalty: 2673.114502
	Iteration 10Q: 3 clusters Score -420576.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -420594.281250 Penalty: 2673.114502
	Iteration 11Q: 3 clusters Score -420594.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -420613.968750 Penalty: 2673.114502
	Iteration 12Q: 3 clusters Score -420614 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -420634.750000 Penalty: 2673.114502
	Iteration 13Q: 3 clusters Score -420634.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -420652.718750 Penalty: 2673.114502
	Iteration 14Q: 3 clusters Score -420652.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -420676.218750 Penalty: 2673.114502
	Iteration 15Q: 3 clusters Score -420676.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -420706.968750 Penalty: 2673.114502
	Iteration 16Q: 3 clusters Score -420707 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -420750.593750 Penalty: 2673.114502
	Iteration 17Q: 3 clusters Score -420750.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -420810.593750 Penalty: 2673.114502
	Iteration 18Q: 3 clusters Score -420810.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -420875.468750 Penalty: 2673.114502
	Iteration 19Q: 3 clusters Score -420875.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -420938.250000 Penalty: 2673.114502
	Iteration 20F: 3 clusters Score -420938.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -420993.906250 Penalty: 2673.114502
	Iteration 21Q: 3 clusters Score -420993.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -421049.750000 Penalty: 2673.114502
	Iteration 22Q: 3 clusters Score -421049.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -421122.468750 Penalty: 2673.114502
	Iteration 23Q: 3 clusters Score -421122.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -421190.125000 Penalty: 2673.114502
	Iteration 24Q: 3 clusters Score -421190.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -421251.000000 Penalty: 2673.114502
	Iteration 25Q: 3 clusters Score -421251 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -421310.125000 Penalty: 2673.114502
	Iteration 26Q: 3 clusters Score -421310.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -421354.156250 Penalty: 2673.114502
	Iteration 27Q: 3 clusters Score -421354.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -421394.875000 Penalty: 2673.114502
	Iteration 28Q: 3 clusters Score -421394.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -421433.281250 Penalty: 2673.114502
	Iteration 29Q: 3 clusters Score -421433.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -421458.906250 Penalty: 2673.114502
	Iteration 30Q: 3 clusters Score -421458.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -421478.656250 Penalty: 2673.114502
	Iteration 31Q: 3 clusters Score -421478.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -421485.406250 Penalty: 2673.114502
	Iteration 32Q: 3 clusters Score -421485.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -421492.250000 Penalty: 2673.114502
	Iteration 33Q: 3 clusters Score -421492.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -421499.187500 Penalty: 2673.114502
	Iteration 34Q: 3 clusters Score -421499.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -421508.187500 Penalty: 2673.114502
	Iteration 35Q: 3 clusters Score -421508.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -421516.093750 Penalty: 2673.114502
	Iteration 36Q: 3 clusters Score -421516.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -421519.843750 Penalty: 2673.114502
	Iteration 37Q: 3 clusters Score -421519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -421522.250000 Penalty: 2673.114502
	Iteration 38Q: 3 clusters Score -421522.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -421526.125000 Penalty: 2673.114502
	Iteration 39Q: 3 clusters Score -421526.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -421530.156250 Penalty: 2673.114502
	Iteration 40F: 3 clusters Score -421530.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -421537.875000 Penalty: 2673.114502
	Iteration 41Q: 3 clusters Score -421537.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -421548.281250 Penalty: 2673.114502
	Iteration 42Q: 3 clusters Score -421548.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -421560.781250 Penalty: 2673.114502
	Iteration 43Q: 3 clusters Score -421560.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -421575.187500 Penalty: 2673.114502
	Iteration 44Q: 3 clusters Score -421575.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -421586.468750 Penalty: 2673.114502
	Iteration 45Q: 3 clusters Score -421586.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -421599.031250 Penalty: 2673.114502
	Iteration 46Q: 3 clusters Score -421599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -421609.687500 Penalty: 2673.114502
	Iteration 47Q: 3 clusters Score -421609.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -421614.937500 Penalty: 2673.114502
	Iteration 48Q: 3 clusters Score -421614.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -421620.375000 Penalty: 2673.114502
	Iteration 49Q: 3 clusters Score -421620.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -421620.562500 Penalty: 2673.114502
	Iteration 50Q: 3 clusters Score -421620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -421622.750000 Penalty: 2673.114502
	Iteration 51Q: 3 clusters Score -421622.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -421624.375000 Penalty: 2673.114502
	Iteration 52Q: 3 clusters Score -421624.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -421627.687500 Penalty: 2673.114502
	Iteration 53Q: 3 clusters Score -421627.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -421630.875000 Penalty: 2673.114502
	Iteration 54Q: 3 clusters Score -421630.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -421632.218750 Penalty: 2673.114502
	Iteration 55Q: 3 clusters Score -421632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -421633.875000 Penalty: 2673.114502
	Iteration 56Q: 3 clusters Score -421633.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -421634.156250 Penalty: 2673.114502
	Iteration 57Q: 3 clusters Score -421634.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -421634.781250 Penalty: 2673.114502
	Iteration 58Q: 3 clusters Score -421634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -421635.250000 Penalty: 2673.114502
	Iteration 59Q: 3 clusters Score -421635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -421635.250000 Penalty: 2673.114502
	Iteration 60F: 3 clusters Score -421635.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Entering Unmasked Estep 
Score: -625792.187500 Penalty: 1397.060913
	Iteration 0F: 2 clusters Score -625792.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -621534.375000 Penalty: 2794.121826
	Iteration 0F: 3 clusters Score -621534.4 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -622756.062500 Penalty: 2794.121826
	Iteration 1F: 3 clusters Score -622756.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -622939.750000 Penalty: 2794.121826
	Iteration 2F: 3 clusters Score -622939.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -623071.625000 Penalty: 2794.121826
	Iteration 3Q: 3 clusters Score -623071.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -623174.000000 Penalty: 2794.121826
	Iteration 4Q: 3 clusters Score -623174 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -623281.375000 Penalty: 2794.121826
	Iteration 5Q: 3 clusters Score -623281.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -623403.062500 Penalty: 2794.121826
	Iteration 6Q: 3 clusters Score -623403.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -623533.812500 Penalty: 2794.121826
	Iteration 7Q: 3 clusters Score -623533.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -623688.250000 Penalty: 2794.121826
	Iteration 8Q: 3 clusters Score -623688.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -623839.312500 Penalty: 2794.121826
	Iteration 9Q: 3 clusters Score -623839.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -623994.375000 Penalty: 2794.121826
	Iteration 10Q: 3 clusters Score -623994.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -624144.562500 Penalty: 2794.121826
	Iteration 11Q: 3 clusters Score -624144.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -624275.625000 Penalty: 2794.121826
	Iteration 12Q: 3 clusters Score -624275.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -624386.375000 Penalty: 2794.121826
	Iteration 13Q: 3 clusters Score -624386.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -624451.750000 Penalty: 2794.121826
	Iteration 14Q: 3 clusters Score -624451.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -624503.000000 Penalty: 2794.121826
	Iteration 15Q: 3 clusters Score -624503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -624534.062500 Penalty: 2794.121826
	Iteration 16Q: 3 clusters Score -624534.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -624559.812500 Penalty: 2794.121826
	Iteration 17Q: 3 clusters Score -624559.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -624586.375000 Penalty: 2794.121826
	Iteration 18Q: 3 clusters Score -624586.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -624600.687500 Penalty: 2794.121826
	Iteration 19Q: 3 clusters Score -624600.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -624612.062500 Penalty: 2794.121826
	Iteration 20F: 3 clusters Score -624612.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -624618.812500 Penalty: 2794.121826
	Iteration 21Q: 3 clusters Score -624618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -624620.500000 Penalty: 2794.121826
	Iteration 22Q: 3 clusters Score -624620.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -624621.125000 Penalty: 2794.121826
	Iteration 23Q: 3 clusters Score -624621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -624623.687500 Penalty: 2794.121826
	Iteration 24Q: 3 clusters Score -624623.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -624623.937500 Penalty: 2794.121826
	Iteration 25Q: 3 clusters Score -624623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -624624.125000 Penalty: 2794.121826
	Iteration 26Q: 3 clusters Score -624624.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -624624.125000 Penalty: 2794.121826
	Iteration 27F: 3 clusters Score -624624.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Entering Unmasked Estep 
Score: -447023.281250 Penalty: 1341.572144
	Iteration 0F: 2 clusters Score -447023.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -443764.687500 Penalty: 2683.144287
	Iteration 0F: 3 clusters Score -443764.7 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -444579.375000 Penalty: 2683.144287
	Iteration 1F: 3 clusters Score -444579.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -444721.593750 Penalty: 2683.144287
	Iteration 2F: 3 clusters Score -444721.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -444820.750000 Penalty: 2683.144287
	Iteration 3Q: 3 clusters Score -444820.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -444897.406250 Penalty: 2683.144287
	Iteration 4Q: 3 clusters Score -444897.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -444974.968750 Penalty: 2683.144287
	Iteration 5Q: 3 clusters Score -444975 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -445038.500000 Penalty: 2683.144287
	Iteration 6Q: 3 clusters Score -445038.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -445120.468750 Penalty: 2683.144287
	Iteration 7Q: 3 clusters Score -445120.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -445198.843750 Penalty: 2683.144287
	Iteration 8Q: 3 clusters Score -445198.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -445285.187500 Penalty: 2683.144287
	Iteration 9Q: 3 clusters Score -445285.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -445396.062500 Penalty: 2683.144287
	Iteration 10Q: 3 clusters Score -445396.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -445508.906250 Penalty: 2683.144287
	Iteration 11Q: 3 clusters Score -445508.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -445583.281250 Penalty: 2683.144287
	Iteration 12Q: 3 clusters Score -445583.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -445651.750000 Penalty: 2683.144287
	Iteration 13Q: 3 clusters Score -445651.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -445712.718750 Penalty: 2683.144287
	Iteration 14Q: 3 clusters Score -445712.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -445749.187500 Penalty: 2683.144287
	Iteration 15Q: 3 clusters Score -445749.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -445772.906250 Penalty: 2683.144287
	Iteration 16Q: 3 clusters Score -445772.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -445791.875000 Penalty: 2683.144287
	Iteration 17Q: 3 clusters Score -445791.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -445810.281250 Penalty: 2683.144287
	Iteration 18Q: 3 clusters Score -445810.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -445827.093750 Penalty: 2683.144287
	Iteration 19Q: 3 clusters Score -445827.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -445841.968750 Penalty: 2683.144287
	Iteration 20F: 3 clusters Score -445842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -445863.718750 Penalty: 2683.144287
	Iteration 21Q: 3 clusters Score -445863.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -445881.375000 Penalty: 2683.144287
	Iteration 22Q: 3 clusters Score -445881.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -445886.093750 Penalty: 2683.144287
	Iteration 23Q: 3 clusters Score -445886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -445891.281250 Penalty: 2683.144287
	Iteration 24Q: 3 clusters Score -445891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -445894.031250 Penalty: 2683.144287
	Iteration 25Q: 3 clusters Score -445894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -445895.718750 Penalty: 2683.144287
	Iteration 26Q: 3 clusters Score -445895.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -445900.656250 Penalty: 2683.144287
	Iteration 27Q: 3 clusters Score -445900.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -445902.531250 Penalty: 2683.144287
	Iteration 28Q: 3 clusters Score -445902.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -445907.218750 Penalty: 2683.144287
	Iteration 29Q: 3 clusters Score -445907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -445908.906250 Penalty: 2683.144287
	Iteration 30Q: 3 clusters Score -445908.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -445908.906250 Penalty: 2683.144287
	Iteration 31F: 3 clusters Score -445908.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Entering Unmasked Estep 
Score: -1398109.250000 Penalty: 1526.875366
	Iteration 0F: 2 clusters Score -1398109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1389666.125000 Penalty: 3053.750732
	Iteration 0F: 3 clusters Score -1389666 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1392641.875000 Penalty: 3053.750732
	Iteration 1F: 3 clusters Score -1392642 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1393075.875000 Penalty: 3053.750732
	Iteration 2F: 3 clusters Score -1393076 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1393548.250000 Penalty: 3053.750732
	Iteration 3F: 3 clusters Score -1393548 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1394082.250000 Penalty: 3053.750732
	Iteration 4F: 3 clusters Score -1394082 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1394707.375000 Penalty: 3053.750732
	Iteration 5F: 3 clusters Score -1394707 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1395471.125000 Penalty: 3053.750732
	Iteration 6F: 3 clusters Score -1395471 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1396249.500000 Penalty: 3053.750732
	Iteration 7F: 3 clusters Score -1396250 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1396859.500000 Penalty: 3053.750732
	Iteration 8F: 3 clusters Score -1396860 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1397156.250000 Penalty: 3053.750732
	Iteration 9Q: 3 clusters Score -1397156 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1397278.875000 Penalty: 3053.750732
	Iteration 10Q: 3 clusters Score -1397279 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1397348.250000 Penalty: 3053.750732
	Iteration 11Q: 3 clusters Score -1397348 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1397388.125000 Penalty: 3053.750732
	Iteration 12Q: 3 clusters Score -1397388 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1397412.500000 Penalty: 3053.750732
	Iteration 13Q: 3 clusters Score -1397412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1397416.250000 Penalty: 3053.750732
	Iteration 14Q: 3 clusters Score -1397416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1397427.000000 Penalty: 3053.750732
	Iteration 15Q: 3 clusters Score -1397427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1397426.375000 Penalty: 3053.750732
	Iteration 16Q: 3 clusters Score -1397426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1397431.875000 Penalty: 3053.750732
	Iteration 17Q: 3 clusters Score -1397432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1397436.500000 Penalty: 3053.750732
	Iteration 18Q: 3 clusters Score -1397436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1397442.125000 Penalty: 3053.750732
	Iteration 19Q: 3 clusters Score -1397442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1397443.125000 Penalty: 3053.750732
	Iteration 20F: 3 clusters Score -1397443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1397444.750000 Penalty: 3053.750732
	Iteration 21Q: 3 clusters Score -1397445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1397448.875000 Penalty: 3053.750732
	Iteration 22Q: 3 clusters Score -1397449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1397449.625000 Penalty: 3053.750732
	Iteration 23Q: 3 clusters Score -1397450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1397453.375000 Penalty: 3053.750732
	Iteration 24Q: 3 clusters Score -1397453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1397452.500000 Penalty: 3053.750732
	Iteration 25Q: 3 clusters Score -1397452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1397454.000000 Penalty: 3053.750732
	Iteration 26Q: 3 clusters Score -1397454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1397456.500000 Penalty: 3053.750732
	Iteration 27Q: 3 clusters Score -1397456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1397455.375000 Penalty: 3053.750732
	Iteration 28Q: 3 clusters Score -1397455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1397455.625000 Penalty: 3053.750732
	Iteration 29Q: 3 clusters Score -1397456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1397459.500000 Penalty: 3053.750732
	Iteration 30Q: 3 clusters Score -1397460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1397458.750000 Penalty: 3053.750732
	Iteration 31Q: 3 clusters Score -1397459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1397462.250000 Penalty: 3053.750732
	Iteration 32Q: 3 clusters Score -1397462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1397461.250000 Penalty: 3053.750732
	Iteration 33Q: 3 clusters Score -1397461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1397463.375000 Penalty: 3053.750732
	Iteration 34Q: 3 clusters Score -1397463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1397466.500000 Penalty: 3053.750732
	Iteration 35Q: 3 clusters Score -1397466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1397466.500000 Penalty: 3053.750732
	Iteration 36Q: 3 clusters Score -1397466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1397468.375000 Penalty: 3053.750732
	Iteration 37Q: 3 clusters Score -1397468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1397469.375000 Penalty: 3053.750732
	Iteration 38Q: 3 clusters Score -1397469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1397469.250000 Penalty: 3053.750732
	Iteration 39Q: 3 clusters Score -1397469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1397469.125000 Penalty: 3053.750732
	Iteration 40F: 3 clusters Score -1397469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1397469.750000 Penalty: 3053.750732
	Iteration 41Q: 3 clusters Score -1397470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1397469.125000 Penalty: 3053.750732
	Iteration 42Q: 3 clusters Score -1397469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1397469.750000 Penalty: 3053.750732
	Iteration 43Q: 3 clusters Score -1397470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1397469.750000 Penalty: 3053.750732
	Iteration 44F: 3 clusters Score -1397470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Entering Unmasked Estep 
Score: -1236943.750000 Penalty: 1507.856934
	Iteration 0F: 2 clusters Score -1236944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1229282.000000 Penalty: 3015.713867
	Iteration 0F: 3 clusters Score -1229282 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1231702.125000 Penalty: 3015.713867
	Iteration 1F: 3 clusters Score -1231702 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1231974.500000 Penalty: 3015.713867
	Iteration 2F: 3 clusters Score -1231974 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1232216.375000 Penalty: 3015.713867
	Iteration 3F: 3 clusters Score -1232216 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1232454.875000 Penalty: 3015.713867
	Iteration 4Q: 3 clusters Score -1232455 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1232675.375000 Penalty: 3015.713867
	Iteration 5Q: 3 clusters Score -1232675 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1232912.375000 Penalty: 3015.713867
	Iteration 6Q: 3 clusters Score -1232912 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1233152.750000 Penalty: 3015.713867
	Iteration 7Q: 3 clusters Score -1233153 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1233437.375000 Penalty: 3015.713867
	Iteration 8Q: 3 clusters Score -1233437 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1233749.750000 Penalty: 3015.713867
	Iteration 9Q: 3 clusters Score -1233750 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1234086.875000 Penalty: 3015.713867
	Iteration 10Q: 3 clusters Score -1234087 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1234440.500000 Penalty: 3015.713867
	Iteration 11Q: 3 clusters Score -1234440 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1234754.500000 Penalty: 3015.713867
	Iteration 12Q: 3 clusters Score -1234754 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1234991.000000 Penalty: 3015.713867
	Iteration 13Q: 3 clusters Score -1234991 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1235164.750000 Penalty: 3015.713867
	Iteration 14Q: 3 clusters Score -1235165 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1235315.375000 Penalty: 3015.713867
	Iteration 15Q: 3 clusters Score -1235315 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1235431.000000 Penalty: 3015.713867
	Iteration 16Q: 3 clusters Score -1235431 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1235509.125000 Penalty: 3015.713867
	Iteration 17Q: 3 clusters Score -1235509 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1235565.625000 Penalty: 3015.713867
	Iteration 18Q: 3 clusters Score -1235566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1235599.375000 Penalty: 3015.713867
	Iteration 19Q: 3 clusters Score -1235599 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1235630.375000 Penalty: 3015.713867
	Iteration 20F: 3 clusters Score -1235630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1235644.875000 Penalty: 3015.713867
	Iteration 21Q: 3 clusters Score -1235645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1235657.500000 Penalty: 3015.713867
	Iteration 22Q: 3 clusters Score -1235658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1235665.375000 Penalty: 3015.713867
	Iteration 23Q: 3 clusters Score -1235665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1235672.250000 Penalty: 3015.713867
	Iteration 24Q: 3 clusters Score -1235672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1235676.875000 Penalty: 3015.713867
	Iteration 25Q: 3 clusters Score -1235677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1235677.625000 Penalty: 3015.713867
	Iteration 26Q: 3 clusters Score -1235678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1235681.125000 Penalty: 3015.713867
	Iteration 27Q: 3 clusters Score -1235681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1235681.750000 Penalty: 3015.713867
	Iteration 28Q: 3 clusters Score -1235682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1235686.625000 Penalty: 3015.713867
	Iteration 29Q: 3 clusters Score -1235687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1235690.750000 Penalty: 3015.713867
	Iteration 30Q: 3 clusters Score -1235691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1235693.750000 Penalty: 3015.713867
	Iteration 31Q: 3 clusters Score -1235694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1235700.875000 Penalty: 3015.713867
	Iteration 32Q: 3 clusters Score -1235701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1235709.000000 Penalty: 3015.713867
	Iteration 33Q: 3 clusters Score -1235709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1235713.125000 Penalty: 3015.713867
	Iteration 34Q: 3 clusters Score -1235713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1235718.000000 Penalty: 3015.713867
	Iteration 35Q: 3 clusters Score -1235718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1235714.625000 Penalty: 3015.713867
	Iteration 36Q: 3 clusters Score -1235715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1235718.875000 Penalty: 3015.713867
	Iteration 37Q: 3 clusters Score -1235719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1235718.875000 Penalty: 3015.713867
	Iteration 38Q: 3 clusters Score -1235719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1235720.750000 Penalty: 3015.713867
	Iteration 39Q: 3 clusters Score -1235721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1235721.000000 Penalty: 3015.713867
	Iteration 40F: 3 clusters Score -1235721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1235721.375000 Penalty: 3015.713867
	Iteration 41Q: 3 clusters Score -1235721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1235720.750000 Penalty: 3015.713867
	Iteration 42Q: 3 clusters Score -1235721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1235721.000000 Penalty: 3015.713867
	Iteration 43Q: 3 clusters Score -1235721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1235724.875000 Penalty: 3015.713867
	Iteration 44Q: 3 clusters Score -1235725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1235724.875000 Penalty: 3015.713867
	Iteration 45F: 3 clusters Score -1235725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (124648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124648 members 
Entering Unmasked Estep 
Score: -14486074.000000 Penalty: 1906.652954
	Iteration 0F: 2 clusters Score -1.448607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -14408758.000000 Penalty: 3813.305908
	Iteration 0F: 3 clusters Score -1.440876e+07 nChanged 59683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -14443068.000000 Penalty: 3813.305908
	Iteration 1F: 3 clusters Score -1.444307e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66088 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
Score: -14443742.000000 Penalty: 3813.305908
	Iteration 2Q: 3 clusters Score -1.444374e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -14444625.000000 Penalty: 3813.305908
	Iteration 3Q: 3 clusters Score -1.444462e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71629 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -14445992.000000 Penalty: 3813.305908
	Iteration 4Q: 3 clusters Score -1.444599e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76686 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -14448408.000000 Penalty: 3813.305908
	Iteration 5Q: 3 clusters Score -1.444841e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -14452841.000000 Penalty: 3813.305908
	Iteration 6F: 3 clusters Score -1.445284e+07 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94198 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -14459660.000000 Penalty: 3813.305908
	Iteration 7F: 3 clusters Score -1.445966e+07 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105752 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -14468125.000000 Penalty: 3813.305908
	Iteration 8F: 3 clusters Score -1.446812e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114984 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -14476222.000000 Penalty: 3813.305908
	Iteration 9F: 3 clusters Score -1.447622e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120273 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -14480797.000000 Penalty: 3813.305908
	Iteration 10Q: 3 clusters Score -1.44808e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122771 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -14483004.000000 Penalty: 3813.305908
	Iteration 11Q: 3 clusters Score -1.4483e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123775 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -14483839.000000 Penalty: 3813.305908
	Iteration 12Q: 3 clusters Score -1.448384e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124157 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -14484088.000000 Penalty: 3813.305908
	Iteration 13Q: 3 clusters Score -1.448409e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124293 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -14484243.000000 Penalty: 3813.305908
	Iteration 14Q: 3 clusters Score -1.448424e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124342 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14484322.000000 Penalty: 3813.305908
	Iteration 15Q: 3 clusters Score -1.448432e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124366 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -14484363.000000 Penalty: 3813.305908
	Iteration 16Q: 3 clusters Score -1.448436e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124381 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -14484393.000000 Penalty: 3813.305908
	Iteration 17Q: 3 clusters Score -1.448439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124385 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14484397.000000 Penalty: 3813.305908
	Iteration 18Q: 3 clusters Score -1.44844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124391 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -14484409.000000 Penalty: 3813.305908
	Iteration 19Q: 3 clusters Score -1.448441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124392 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -14484412.000000 Penalty: 3813.305908
	Iteration 20F: 3 clusters Score -1.448441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124393 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -14484401.000000 Penalty: 3813.305908
	Iteration 21Q: 3 clusters Score -1.44844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124395 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -14484411.000000 Penalty: 3813.305908
	Iteration 22Q: 3 clusters Score -1.448441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124396 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14484418.000000 Penalty: 3813.305908
	Iteration 23Q: 3 clusters Score -1.448442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124400 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -14484425.000000 Penalty: 3813.305908
	Iteration 24Q: 3 clusters Score -1.448442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124400 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -14484425.000000 Penalty: 3813.305908
	Iteration 25F: 3 clusters Score -1.448442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (112191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112191 members 
Entering Unmasked Estep 
Score: -13055974.000000 Penalty: 1889.543213
	Iteration 0F: 2 clusters Score -1.305597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -12987081.000000 Penalty: 3779.086426
	Iteration 0F: 3 clusters Score -1.298708e+07 nChanged 53618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -13018405.000000 Penalty: 3779.086426
	Iteration 1F: 3 clusters Score -1.30184e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -13019358.000000 Penalty: 3779.086426
	Iteration 2Q: 3 clusters Score -1.301936e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -13020837.000000 Penalty: 3779.086426
	Iteration 3Q: 3 clusters Score -1.302084e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 71741 members 
Entering Unmasked Estep 
Score: -13023731.000000 Penalty: 3779.086426
	Iteration 4F: 3 clusters Score -1.302373e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -13028398.000000 Penalty: 3779.086426
	Iteration 5F: 3 clusters Score -1.30284e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -13035659.000000 Penalty: 3779.086426
	Iteration 6F: 3 clusters Score -1.303566e+07 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 99978 members 
Entering Unmasked Estep 
Score: -13043502.000000 Penalty: 3779.086426
	Iteration 7F: 3 clusters Score -1.30435e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 107093 members 
Entering Unmasked Estep 
Score: -13049487.000000 Penalty: 3779.086426
	Iteration 8F: 3 clusters Score -1.304949e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 110470 members 
Entering Unmasked Estep 
Score: -13052569.000000 Penalty: 3779.086426
	Iteration 9Q: 3 clusters Score -1.305257e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 111640 members 
Entering Unmasked Estep 
Score: -13053693.000000 Penalty: 3779.086426
	Iteration 10Q: 3 clusters Score -1.305369e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 111926 members 
Entering Unmasked Estep 
Score: -13054008.000000 Penalty: 3779.086426
	Iteration 11Q: 3 clusters Score -1.305401e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 111995 members 
Entering Unmasked Estep 
Score: -13054141.000000 Penalty: 3779.086426
	Iteration 12Q: 3 clusters Score -1.305414e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 112026 members 
Entering Unmasked Estep 
Score: -13054204.000000 Penalty: 3779.086426
	Iteration 13Q: 3 clusters Score -1.30542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 112039 members 
Entering Unmasked Estep 
Score: -13054230.000000 Penalty: 3779.086426
	Iteration 14Q: 3 clusters Score -1.305423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 112046 members 
Entering Unmasked Estep 
Score: -13054263.000000 Penalty: 3779.086426
	Iteration 15Q: 3 clusters Score -1.305426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 112052 members 
Entering Unmasked Estep 
Score: -13054275.000000 Penalty: 3779.086426
	Iteration 16Q: 3 clusters Score -1.305428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112055 members 
Entering Unmasked Estep 
Score: -13054276.000000 Penalty: 3779.086426
	Iteration 17Q: 3 clusters Score -1.305428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 112058 members 
Entering Unmasked Estep 
Score: -13054291.000000 Penalty: 3779.086426
	Iteration 18Q: 3 clusters Score -1.305429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 112060 members 
Entering Unmasked Estep 
Score: -13054292.000000 Penalty: 3779.086426
	Iteration 19Q: 3 clusters Score -1.305429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 112060 members 
Entering Unmasked Estep 
Score: -13054292.000000 Penalty: 3779.086426
	Iteration 20F: 3 clusters Score -1.305429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14112 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15239 members 
Mstep: Class 8 contains 84778 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6298 members 
Mstep: Class 14 contains 144968 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 45298 members 
Mstep: Class 17 contains 27939 members 
Mstep: Class 18 contains 10511 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145584 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5417 members 
Mstep: Class 24 contains 3850 members 
Mstep: Class 25 contains 12042 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 124648 members 
Mstep: Class 28 contains 112191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089064.000000 Penalty: 62435.281250
Iteration 359Q: 29 clusters Score -1.020891e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39101 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14123 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15261 members 
Mstep: Class 8 contains 84781 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47150 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6296 members 
Mstep: Class 14 contains 144968 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 44374 members 
Mstep: Class 17 contains 27677 members 
Mstep: Class 18 contains 10511 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145586 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5422 members 
Mstep: Class 24 contains 3853 members 
Mstep: Class 25 contains 12093 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 125130 members 
Mstep: Class 28 contains 112833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088528.000000 Penalty: 62435.281250
Iteration 360F: 29 clusters Score -1.020885e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39100 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14138 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15284 members 
Mstep: Class 8 contains 84795 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47151 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6293 members 
Mstep: Class 14 contains 144968 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 43437 members 
Mstep: Class 17 contains 27445 members 
Mstep: Class 18 contains 10511 members 
Mstep: Class 19 contains 7311 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145588 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5425 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 12143 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 125630 members 
Mstep: Class 28 contains 113432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088200.000000 Penalty: 62435.281250
Iteration 361Q: 29 clusters Score -1.020882e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39099 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14149 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15301 members 
Mstep: Class 8 contains 84799 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47151 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 144966 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 42464 members 
Mstep: Class 17 contains 27245 members 
Mstep: Class 18 contains 10511 members 
Mstep: Class 19 contains 7282 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145590 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5426 members 
Mstep: Class 24 contains 3859 members 
Mstep: Class 25 contains 12182 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 126148 members 
Mstep: Class 28 contains 114043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087896.000000 Penalty: 62435.281250
Iteration 362Q: 29 clusters Score -1.020879e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39099 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14158 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15309 members 
Mstep: Class 8 contains 84819 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47150 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6290 members 
Mstep: Class 14 contains 144964 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 41530 members 
Mstep: Class 17 contains 27052 members 
Mstep: Class 18 contains 10511 members 
Mstep: Class 19 contains 7255 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145593 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5421 members 
Mstep: Class 24 contains 3859 members 
Mstep: Class 25 contains 12223 members 
Mstep: Class 26 contains 10711 members 
Mstep: Class 27 contains 126699 members 
Mstep: Class 28 contains 114575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087344.000000 Penalty: 62435.281250
Iteration 363Q: 29 clusters Score -1.020873e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39099 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 14169 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15305 members 
Mstep: Class 8 contains 84830 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47151 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6288 members 
Mstep: Class 14 contains 144959 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 40564 members 
Mstep: Class 17 contains 26847 members 
Mstep: Class 18 contains 10511 members 
Mstep: Class 19 contains 7226 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145593 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5422 members 
Mstep: Class 24 contains 3859 members 
Mstep: Class 25 contains 12259 members 
Mstep: Class 26 contains 10711 members 
Mstep: Class 27 contains 127286 members 
Mstep: Class 28 contains 115140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087008.000000 Penalty: 62435.281250
Iteration 364Q: 29 clusters Score -1.02087e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39099 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 14184 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15291 members 
Mstep: Class 8 contains 84846 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47153 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6285 members 
Mstep: Class 14 contains 144959 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 39743 members 
Mstep: Class 17 contains 26616 members 
Mstep: Class 18 contains 10510 members 
Mstep: Class 19 contains 7187 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145594 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5422 members 
Mstep: Class 24 contains 3855 members 
Mstep: Class 25 contains 12289 members 
Mstep: Class 26 contains 10711 members 
Mstep: Class 27 contains 127855 members 
Mstep: Class 28 contains 115621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086984.000000 Penalty: 62435.281250
Iteration 365Q: 29 clusters Score -1.02087e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39099 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 14199 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15281 members 
Mstep: Class 8 contains 84856 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47154 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6278 members 
Mstep: Class 14 contains 144959 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 38940 members 
Mstep: Class 17 contains 26398 members 
Mstep: Class 18 contains 10510 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145595 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5421 members 
Mstep: Class 24 contains 3855 members 
Mstep: Class 25 contains 12320 members 
Mstep: Class 26 contains 10711 members 
Mstep: Class 27 contains 128456 members 
Mstep: Class 28 contains 116034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086720.000000 Penalty: 62435.281250
Iteration 366Q: 29 clusters Score -1.020867e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39099 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4452 members 
Mstep: Class 5 contains 14214 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15291 members 
Mstep: Class 8 contains 84867 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47155 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 144959 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 38176 members 
Mstep: Class 17 contains 26194 members 
Mstep: Class 18 contains 10510 members 
Mstep: Class 19 contains 7126 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145597 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5419 members 
Mstep: Class 24 contains 3855 members 
Mstep: Class 25 contains 12357 members 
Mstep: Class 26 contains 10711 members 
Mstep: Class 27 contains 129011 members 
Mstep: Class 28 contains 116403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086264.000000 Penalty: 62435.281250
Iteration 367Q: 29 clusters Score -1.020863e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 39098 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4452 members 
Mstep: Class 5 contains 14227 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15282 members 
Mstep: Class 8 contains 84870 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47156 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6278 members 
Mstep: Class 14 contains 144961 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 37373 members 
Mstep: Class 17 contains 25993 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 7099 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145597 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5418 members 
Mstep: Class 24 contains 3851 members 
Mstep: Class 25 contains 12395 members 
Mstep: Class 26 contains 10711 members 
Mstep: Class 27 contains 129554 members 
Mstep: Class 28 contains 116849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085928.000000 Penalty: 62435.281250
Iteration 368Q: 29 clusters Score -1.020859e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39098 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4452 members 
Mstep: Class 5 contains 14252 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15271 members 
Mstep: Class 8 contains 84879 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47159 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 144958 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 36582 members 
Mstep: Class 17 contains 25780 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 7066 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145598 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5423 members 
Mstep: Class 24 contains 3848 members 
Mstep: Class 25 contains 12423 members 
Mstep: Class 26 contains 10711 members 
Mstep: Class 27 contains 130103 members 
Mstep: Class 28 contains 117284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085888.000000 Penalty: 62435.281250
Iteration 369Q: 29 clusters Score -1.020859e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39098 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4452 members 
Mstep: Class 5 contains 14275 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15271 members 
Mstep: Class 8 contains 84882 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47159 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 144954 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 35834 members 
Mstep: Class 17 contains 25531 members 
Mstep: Class 18 contains 10508 members 
Mstep: Class 19 contains 7043 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145599 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5432 members 
Mstep: Class 24 contains 3850 members 
Mstep: Class 25 contains 12451 members 
Mstep: Class 26 contains 10711 members 
Mstep: Class 27 contains 130679 members 
Mstep: Class 28 contains 117668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085504.000000 Penalty: 62435.281250
Iteration 370Q: 29 clusters Score -1.020855e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39098 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4452 members 
Mstep: Class 5 contains 14296 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15272 members 
Mstep: Class 8 contains 84882 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47161 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6276 members 
Mstep: Class 14 contains 144954 members 
Mstep: Class 15 contains 3767 members 
Mstep: Class 16 contains 35108 members 
Mstep: Class 17 contains 25276 members 
Mstep: Class 18 contains 10508 members 
Mstep: Class 19 contains 7022 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145599 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5437 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 12476 members 
Mstep: Class 26 contains 10711 members 
Mstep: Class 27 contains 131220 members 
Mstep: Class 28 contains 118074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085448.000000 Penalty: 62435.281250
Iteration 371Q: 29 clusters Score -1.020854e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39098 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4452 members 
Mstep: Class 5 contains 14315 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15287 members 
Mstep: Class 8 contains 84881 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47162 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6272 members 
Mstep: Class 14 contains 144960 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 34343 members 
Mstep: Class 17 contains 24976 members 
Mstep: Class 18 contains 10508 members 
Mstep: Class 19 contains 6993 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145595 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5441 members 
Mstep: Class 24 contains 3850 members 
Mstep: Class 25 contains 12512 members 
Mstep: Class 26 contains 10711 members 
Mstep: Class 27 contains 131808 members 
Mstep: Class 28 contains 118512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085632.000000 Penalty: 62435.281250
Iteration 372Q: 29 clusters Score -1.020856e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39097 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4452 members 
Mstep: Class 5 contains 14343 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15292 members 
Mstep: Class 8 contains 84867 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 47162 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6269 members 
Mstep: Class 14 contains 144964 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 33573 members 
Mstep: Class 17 contains 24682 members 
Mstep: Class 18 contains 10507 members 
Mstep: Class 19 contains 6958 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145597 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 3851 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 10711 members 
Mstep: Class 27 contains 132434 members 
Mstep: Class 28 contains 118936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085304.000000 Penalty: 62435.281250
Iteration 373Q: 29 clusters Score -1.020853e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39097 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 4451 members 
Mstep: Class 5 contains 14369 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15307 members 
Mstep: Class 8 contains 84872 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47162 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6262 members 
Mstep: Class 14 contains 144966 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 32779 members 
Mstep: Class 17 contains 24416 members 
Mstep: Class 18 contains 10506 members 
Mstep: Class 19 contains 6928 members 
Mstep: Class 20 contains 12583 members 
Mstep: Class 21 contains 145594 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5444 members 
Mstep: Class 24 contains 3851 members 
Mstep: Class 25 contains 12565 members 
Mstep: Class 26 contains 10711 members 
Mstep: Class 27 contains 133011 members 
Mstep: Class 28 contains 119383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085224.000000 Penalty: 62435.281250
Iteration 374Q: 29 clusters Score -1.020852e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39097 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 4451 members 
Mstep: Class 5 contains 14401 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15319 members 
Mstep: Class 8 contains 84879 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47163 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6252 members 
Mstep: Class 14 contains 144965 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 31955 members 
Mstep: Class 17 contains 24147 members 
Mstep: Class 18 contains 10505 members 
Mstep: Class 19 contains 6891 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145594 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 12591 members 
Mstep: Class 26 contains 10711 members 
Mstep: Class 27 contains 133568 members 
Mstep: Class 28 contains 119885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085064.000000 Penalty: 62435.281250
Iteration 375Q: 29 clusters Score -1.020851e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39097 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 4451 members 
Mstep: Class 5 contains 14427 members 
Mstep: Class 6 contains 18083 members 
Mstep: Class 7 contains 15336 members 
Mstep: Class 8 contains 84884 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47165 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 144965 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 31155 members 
Mstep: Class 17 contains 23874 members 
Mstep: Class 18 contains 10505 members 
Mstep: Class 19 contains 6860 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145593 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 3856 members 
Mstep: Class 25 contains 12614 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 134134 members 
Mstep: Class 28 contains 120359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102084904.000000 Penalty: 62435.281250
Iteration 376Q: 29 clusters Score -1.020849e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39098 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 4451 members 
Mstep: Class 5 contains 14458 members 
Mstep: Class 6 contains 18083 members 
Mstep: Class 7 contains 15351 members 
Mstep: Class 8 contains 84888 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47165 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6235 members 
Mstep: Class 14 contains 144964 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 30408 members 
Mstep: Class 17 contains 23604 members 
Mstep: Class 18 contains 10505 members 
Mstep: Class 19 contains 6830 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 145588 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5440 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 12638 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 134704 members 
Mstep: Class 28 contains 120769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102084672.000000 Penalty: 62435.281250
Iteration 377Q: 29 clusters Score -1.020847e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39098 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 4451 members 
Mstep: Class 5 contains 14489 members 
Mstep: Class 6 contains 18083 members 
Mstep: Class 7 contains 15365 members 
Mstep: Class 8 contains 84901 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47164 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6226 members 
Mstep: Class 14 contains 144966 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 29675 members 
Mstep: Class 17 contains 23322 members 
Mstep: Class 18 contains 10504 members 
Mstep: Class 19 contains 6795 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 145583 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5434 members 
Mstep: Class 24 contains 3862 members 
Mstep: Class 25 contains 12657 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 135299 members 
Mstep: Class 28 contains 121166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102084528.000000 Penalty: 62435.281250
Iteration 378Q: 29 clusters Score -1.020845e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39098 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 4451 members 
Mstep: Class 5 contains 14503 members 
Mstep: Class 6 contains 18083 members 
Mstep: Class 7 contains 15389 members 
Mstep: Class 8 contains 84915 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47163 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 144965 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 28918 members 
Mstep: Class 17 contains 23090 members 
Mstep: Class 18 contains 10503 members 
Mstep: Class 19 contains 6774 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 145583 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5426 members 
Mstep: Class 24 contains 3863 members 
Mstep: Class 25 contains 12680 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 135992 members 
Mstep: Class 28 contains 121423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102084488.000000 Penalty: 62435.281250
Iteration 379Q: 29 clusters Score -1.020845e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39098 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 4452 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 18083 members 
Mstep: Class 7 contains 15393 members 
Mstep: Class 8 contains 84911 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47163 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 144965 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 28181 members 
Mstep: Class 17 contains 22933 members 
Mstep: Class 18 contains 10503 members 
Mstep: Class 19 contains 6757 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 145583 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5423 members 
Mstep: Class 24 contains 3858 members 
Mstep: Class 25 contains 12686 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 136787 members 
Mstep: Class 28 contains 121527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102084456.000000 Penalty: 62435.281250
Iteration 380F: 29 clusters Score -1.020845e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39098 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 14526 members 
Mstep: Class 6 contains 18083 members 
Mstep: Class 7 contains 15404 members 
Mstep: Class 8 contains 84922 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47163 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6213 members 
Mstep: Class 14 contains 144966 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 27425 members 
Mstep: Class 17 contains 22837 members 
Mstep: Class 18 contains 10502 members 
Mstep: Class 19 contains 6751 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 145578 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5420 members 
Mstep: Class 24 contains 3860 members 
Mstep: Class 25 contains 12688 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 137722 members 
Mstep: Class 28 contains 121425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102084272.000000 Penalty: 62435.281250
Iteration 381Q: 29 clusters Score -1.020843e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39097 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 14527 members 
Mstep: Class 6 contains 18083 members 
Mstep: Class 7 contains 15427 members 
Mstep: Class 8 contains 84920 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47165 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 144965 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 26669 members 
Mstep: Class 17 contains 22838 members 
Mstep: Class 18 contains 10501 members 
Mstep: Class 19 contains 6746 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 145577 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5426 members 
Mstep: Class 24 contains 3862 members 
Mstep: Class 25 contains 12690 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 138779 members 
Mstep: Class 28 contains 121093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102084304.000000 Penalty: 62435.281250
Iteration 382Q: 29 clusters Score -1.020843e+08 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39097 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 14527 members 
Mstep: Class 6 contains 18083 members 
Mstep: Class 7 contains 15435 members 
Mstep: Class 8 contains 84911 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47164 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 144968 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 25922 members 
Mstep: Class 17 contains 22826 members 
Mstep: Class 18 contains 10497 members 
Mstep: Class 19 contains 6733 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 145573 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5434 members 
Mstep: Class 24 contains 3858 members 
Mstep: Class 25 contains 12691 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 139859 members 
Mstep: Class 28 contains 120788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102084072.000000 Penalty: 62435.281250
Iteration 383Q: 29 clusters Score -1.020841e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39097 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 14531 members 
Mstep: Class 6 contains 18083 members 
Mstep: Class 7 contains 15440 members 
Mstep: Class 8 contains 84898 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47167 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6210 members 
Mstep: Class 14 contains 144969 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 25249 members 
Mstep: Class 17 contains 22751 members 
Mstep: Class 18 contains 10494 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 145575 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5442 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 12699 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 140846 members 
Mstep: Class 28 contains 120546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102083768.000000 Penalty: 62435.281250
Iteration 384Q: 29 clusters Score -1.020838e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39097 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 14540 members 
Mstep: Class 6 contains 18084 members 
Mstep: Class 7 contains 15460 members 
Mstep: Class 8 contains 84896 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 47166 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6204 members 
Mstep: Class 14 contains 144966 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 24571 members 
Mstep: Class 17 contains 22618 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 6737 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 145579 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5457 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 12710 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 141757 members 
Mstep: Class 28 contains 120391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102083320.000000 Penalty: 62435.281250
Iteration 385Q: 29 clusters Score -1.020833e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39097 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 14540 members 
Mstep: Class 6 contains 18084 members 
Mstep: Class 7 contains 15474 members 
Mstep: Class 8 contains 84888 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47167 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6203 members 
Mstep: Class 14 contains 144968 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 23900 members 
Mstep: Class 17 contains 22447 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 6752 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145578 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 3849 members 
Mstep: Class 25 contains 12725 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 142587 members 
Mstep: Class 28 contains 120362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102083144.000000 Penalty: 62435.281250
Iteration 386Q: 29 clusters Score -1.020831e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39097 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 14540 members 
Mstep: Class 6 contains 18085 members 
Mstep: Class 7 contains 15479 members 
Mstep: Class 8 contains 84892 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47169 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6202 members 
Mstep: Class 14 contains 144972 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 23258 members 
Mstep: Class 17 contains 22250 members 
Mstep: Class 18 contains 10496 members 
Mstep: Class 19 contains 6757 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145578 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5481 members 
Mstep: Class 24 contains 3844 members 
Mstep: Class 25 contains 12740 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 143384 members 
Mstep: Class 28 contains 120358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102082816.000000 Penalty: 62435.281250
Iteration 387Q: 29 clusters Score -1.020828e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39097 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 14546 members 
Mstep: Class 6 contains 18086 members 
Mstep: Class 7 contains 15472 members 
Mstep: Class 8 contains 84898 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47168 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6199 members 
Mstep: Class 14 contains 144974 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 22618 members 
Mstep: Class 17 contains 22030 members 
Mstep: Class 18 contains 10496 members 
Mstep: Class 19 contains 6761 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145579 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5499 members 
Mstep: Class 24 contains 3840 members 
Mstep: Class 25 contains 12761 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 144147 members 
Mstep: Class 28 contains 120410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102082360.000000 Penalty: 62435.281250
Iteration 388Q: 29 clusters Score -1.020824e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39098 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14548 members 
Mstep: Class 6 contains 18086 members 
Mstep: Class 7 contains 15462 members 
Mstep: Class 8 contains 84898 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47169 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6198 members 
Mstep: Class 14 contains 144975 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 22005 members 
Mstep: Class 17 contains 21752 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 6765 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145581 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 3836 members 
Mstep: Class 25 contains 12780 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 144830 members 
Mstep: Class 28 contains 120596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102081824.000000 Penalty: 62435.281250
Iteration 389Q: 29 clusters Score -1.020818e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39097 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14550 members 
Mstep: Class 6 contains 18085 members 
Mstep: Class 7 contains 15465 members 
Mstep: Class 8 contains 84903 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47171 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6194 members 
Mstep: Class 14 contains 144976 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 21437 members 
Mstep: Class 17 contains 21447 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 6773 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145585 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5511 members 
Mstep: Class 24 contains 3828 members 
Mstep: Class 25 contains 12792 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 145442 members 
Mstep: Class 28 contains 120828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102081344.000000 Penalty: 62435.281250
Iteration 390Q: 29 clusters Score -1.020813e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39096 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14550 members 
Mstep: Class 6 contains 18084 members 
Mstep: Class 7 contains 15479 members 
Mstep: Class 8 contains 84919 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47170 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 6190 members 
Mstep: Class 14 contains 144975 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 20895 members 
Mstep: Class 17 contains 21155 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 6782 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145591 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5514 members 
Mstep: Class 24 contains 3825 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 145973 members 
Mstep: Class 28 contains 121082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080792.000000 Penalty: 62435.281250
Iteration 391Q: 29 clusters Score -1.020808e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39095 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 14548 members 
Mstep: Class 6 contains 18084 members 
Mstep: Class 7 contains 15489 members 
Mstep: Class 8 contains 84929 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47171 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 144973 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 20349 members 
Mstep: Class 17 contains 20826 members 
Mstep: Class 18 contains 10494 members 
Mstep: Class 19 contains 6796 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145593 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5522 members 
Mstep: Class 24 contains 3824 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 146516 members 
Mstep: Class 28 contains 121362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080264.000000 Penalty: 62435.281250
Iteration 392Q: 29 clusters Score -1.020803e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39094 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 14544 members 
Mstep: Class 6 contains 18084 members 
Mstep: Class 7 contains 15490 members 
Mstep: Class 8 contains 84923 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47171 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 6187 members 
Mstep: Class 14 contains 144971 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 19800 members 
Mstep: Class 17 contains 20529 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 145595 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5529 members 
Mstep: Class 24 contains 3826 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 147044 members 
Mstep: Class 28 contains 121663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102079584.000000 Penalty: 62435.281250
Iteration 393Q: 29 clusters Score -1.020796e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39093 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 14552 members 
Mstep: Class 6 contains 18084 members 
Mstep: Class 7 contains 15475 members 
Mstep: Class 8 contains 84939 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47172 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 6184 members 
Mstep: Class 14 contains 144969 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 19227 members 
Mstep: Class 17 contains 20194 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145598 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5533 members 
Mstep: Class 24 contains 3831 members 
Mstep: Class 25 contains 12834 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 147555 members 
Mstep: Class 28 contains 122036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102078960.000000 Penalty: 62435.281250
Iteration 394Q: 29 clusters Score -1.02079e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39093 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 14563 members 
Mstep: Class 6 contains 18085 members 
Mstep: Class 7 contains 15473 members 
Mstep: Class 8 contains 84947 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 47170 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 6177 members 
Mstep: Class 14 contains 144965 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 18687 members 
Mstep: Class 17 contains 19887 members 
Mstep: Class 18 contains 10497 members 
Mstep: Class 19 contains 6823 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145599 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5539 members 
Mstep: Class 24 contains 3831 members 
Mstep: Class 25 contains 12846 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 148041 members 
Mstep: Class 28 contains 122358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102078456.000000 Penalty: 62435.281250
Iteration 395Q: 29 clusters Score -1.020785e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39093 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 14576 members 
Mstep: Class 6 contains 18086 members 
Mstep: Class 7 contains 15488 members 
Mstep: Class 8 contains 84962 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 47171 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 6168 members 
Mstep: Class 14 contains 144963 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 18192 members 
Mstep: Class 17 contains 19591 members 
Mstep: Class 18 contains 10496 members 
Mstep: Class 19 contains 6827 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145599 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5549 members 
Mstep: Class 24 contains 3829 members 
Mstep: Class 25 contains 12855 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 148488 members 
Mstep: Class 28 contains 122646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102078000.000000 Penalty: 62435.281250
Iteration 396Q: 29 clusters Score -1.02078e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39093 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 14584 members 
Mstep: Class 6 contains 18086 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 84967 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 47169 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 6164 members 
Mstep: Class 14 contains 144962 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 17708 members 
Mstep: Class 17 contains 19310 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 6841 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145598 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5555 members 
Mstep: Class 24 contains 3830 members 
Mstep: Class 25 contains 12862 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 148884 members 
Mstep: Class 28 contains 122957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102077624.000000 Penalty: 62435.281250
Iteration 397Q: 29 clusters Score -1.020776e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39093 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 18086 members 
Mstep: Class 7 contains 15527 members 
Mstep: Class 8 contains 84982 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 47170 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 6159 members 
Mstep: Class 14 contains 144962 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 17218 members 
Mstep: Class 17 contains 19051 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 6838 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145599 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 3831 members 
Mstep: Class 25 contains 12867 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 149269 members 
Mstep: Class 28 contains 123276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102077152.000000 Penalty: 62435.281250
Iteration 398Q: 29 clusters Score -1.020772e+08 nChanged 1300
Entering ConstructFrom: 
Score: -102077152.000000 Penalty: 62435.281250
Entering ConstructFrom: 
Trying to split cluster 1 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -298145.062500 Penalty: 1272.250366
	Iteration 0F: 2 clusters Score -298145.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -295706.906250 Penalty: 2544.500732
	Iteration 0F: 3 clusters Score -295706.9 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -296241.562500 Penalty: 2544.500732
	Iteration 1F: 3 clusters Score -296241.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -296363.281250 Penalty: 2544.500732
	Iteration 2F: 3 clusters Score -296363.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -296424.968750 Penalty: 2544.500732
	Iteration 3Q: 3 clusters Score -296425 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -296463.875000 Penalty: 2544.500732
	Iteration 4Q: 3 clusters Score -296463.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -296498.937500 Penalty: 2544.500732
	Iteration 5Q: 3 clusters Score -296498.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -296531.375000 Penalty: 2544.500732
	Iteration 6Q: 3 clusters Score -296531.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -296555.750000 Penalty: 2544.500732
	Iteration 7Q: 3 clusters Score -296555.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -296573.062500 Penalty: 2544.500732
	Iteration 8Q: 3 clusters Score -296573.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -296582.687500 Penalty: 2544.500732
	Iteration 9Q: 3 clusters Score -296582.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -296591.375000 Penalty: 2544.500732
	Iteration 10Q: 3 clusters Score -296591.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -296603.500000 Penalty: 2544.500732
	Iteration 11Q: 3 clusters Score -296603.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -296616.156250 Penalty: 2544.500732
	Iteration 12Q: 3 clusters Score -296616.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -296632.937500 Penalty: 2544.500732
	Iteration 13Q: 3 clusters Score -296632.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -296648.906250 Penalty: 2544.500732
	Iteration 14Q: 3 clusters Score -296648.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -296664.250000 Penalty: 2544.500732
	Iteration 15Q: 3 clusters Score -296664.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -296681.531250 Penalty: 2544.500732
	Iteration 16Q: 3 clusters Score -296681.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -296698.375000 Penalty: 2544.500732
	Iteration 17Q: 3 clusters Score -296698.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -296712.531250 Penalty: 2544.500732
	Iteration 18Q: 3 clusters Score -296712.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -296728.156250 Penalty: 2544.500732
	Iteration 19Q: 3 clusters Score -296728.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -296744.187500 Penalty: 2544.500732
	Iteration 20F: 3 clusters Score -296744.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -296756.593750 Penalty: 2544.500732
	Iteration 21Q: 3 clusters Score -296756.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -296764.187500 Penalty: 2544.500732
	Iteration 22Q: 3 clusters Score -296764.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -296771.218750 Penalty: 2544.500732
	Iteration 23Q: 3 clusters Score -296771.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -296776.718750 Penalty: 2544.500732
	Iteration 24Q: 3 clusters Score -296776.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -296783.656250 Penalty: 2544.500732
	Iteration 25Q: 3 clusters Score -296783.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -296794.468750 Penalty: 2544.500732
	Iteration 26Q: 3 clusters Score -296794.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -296809.625000 Penalty: 2544.500732
	Iteration 27Q: 3 clusters Score -296809.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -296822.812500 Penalty: 2544.500732
	Iteration 28Q: 3 clusters Score -296822.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -296833.312500 Penalty: 2544.500732
	Iteration 29Q: 3 clusters Score -296833.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -296843.500000 Penalty: 2544.500732
	Iteration 30Q: 3 clusters Score -296843.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -296855.593750 Penalty: 2544.500732
	Iteration 31Q: 3 clusters Score -296855.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -296866.531250 Penalty: 2544.500732
	Iteration 32Q: 3 clusters Score -296866.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -296877.468750 Penalty: 2544.500732
	Iteration 33Q: 3 clusters Score -296877.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -296886.187500 Penalty: 2544.500732
	Iteration 34Q: 3 clusters Score -296886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -296891.437500 Penalty: 2544.500732
	Iteration 35Q: 3 clusters Score -296891.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -296895.593750 Penalty: 2544.500732
	Iteration 36Q: 3 clusters Score -296895.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -296898.781250 Penalty: 2544.500732
	Iteration 37Q: 3 clusters Score -296898.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -296904.562500 Penalty: 2544.500732
	Iteration 38Q: 3 clusters Score -296904.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -296909.593750 Penalty: 2544.500732
	Iteration 39Q: 3 clusters Score -296909.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -296913.781250 Penalty: 2544.500732
	Iteration 40F: 3 clusters Score -296913.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -296918.781250 Penalty: 2544.500732
	Iteration 41Q: 3 clusters Score -296918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -296922.250000 Penalty: 2544.500732
	Iteration 42Q: 3 clusters Score -296922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -296922.781250 Penalty: 2544.500732
	Iteration 43Q: 3 clusters Score -296922.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -296923.031250 Penalty: 2544.500732
	Iteration 44Q: 3 clusters Score -296923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -296923.406250 Penalty: 2544.500732
	Iteration 45Q: 3 clusters Score -296923.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -296925.718750 Penalty: 2544.500732
	Iteration 46Q: 3 clusters Score -296925.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -296927.875000 Penalty: 2544.500732
	Iteration 47Q: 3 clusters Score -296927.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -296931.750000 Penalty: 2544.500732
	Iteration 48Q: 3 clusters Score -296931.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -296940.031250 Penalty: 2544.500732
	Iteration 49Q: 3 clusters Score -296940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -296946.500000 Penalty: 2544.500732
	Iteration 50Q: 3 clusters Score -296946.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -296951.437500 Penalty: 2544.500732
	Iteration 51Q: 3 clusters Score -296951.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -296955.343750 Penalty: 2544.500732
	Iteration 52Q: 3 clusters Score -296955.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -296960.156250 Penalty: 2544.500732
	Iteration 53Q: 3 clusters Score -296960.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -296965.812500 Penalty: 2544.500732
	Iteration 54Q: 3 clusters Score -296965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -296970.593750 Penalty: 2544.500732
	Iteration 55Q: 3 clusters Score -296970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -296974.375000 Penalty: 2544.500732
	Iteration 56Q: 3 clusters Score -296974.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -296978.000000 Penalty: 2544.500732
	Iteration 57Q: 3 clusters Score -296978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -296981.281250 Penalty: 2544.500732
	Iteration 58Q: 3 clusters Score -296981.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -296984.500000 Penalty: 2544.500732
	Iteration 59Q: 3 clusters Score -296984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -296989.093750 Penalty: 2544.500732
	Iteration 60F: 3 clusters Score -296989.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -296992.875000 Penalty: 2544.500732
	Iteration 61Q: 3 clusters Score -296992.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -296997.250000 Penalty: 2544.500732
	Iteration 62Q: 3 clusters Score -296997.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -297004.093750 Penalty: 2544.500732
	Iteration 63Q: 3 clusters Score -297004.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -297008.281250 Penalty: 2544.500732
	Iteration 64Q: 3 clusters Score -297008.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -297011.468750 Penalty: 2544.500732
	Iteration 65Q: 3 clusters Score -297011.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -297012.406250 Penalty: 2544.500732
	Iteration 66Q: 3 clusters Score -297012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -297013.781250 Penalty: 2544.500732
	Iteration 67Q: 3 clusters Score -297013.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -297013.812500 Penalty: 2544.500732
	Iteration 68Q: 3 clusters Score -297013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -297013.812500 Penalty: 2544.500732
	Iteration 69F: 3 clusters Score -297013.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Entering Unmasked Estep 
Score: -4328201.500000 Penalty: 1718.230225
	Iteration 0F: 2 clusters Score -4328202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -4301958.000000 Penalty: 3436.460449
	Iteration 0F: 3 clusters Score -4301958 nChanged 18186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -4312336.500000 Penalty: 3436.460449
	Iteration 1F: 3 clusters Score -4312336 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -4312742.500000 Penalty: 3436.460449
	Iteration 2Q: 3 clusters Score -4312742 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -4313175.000000 Penalty: 3436.460449
	Iteration 3Q: 3 clusters Score -4313175 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -4313597.000000 Penalty: 3436.460449
	Iteration 4Q: 3 clusters Score -4313597 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -4314044.000000 Penalty: 3436.460449
	Iteration 5Q: 3 clusters Score -4314044 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -4314562.000000 Penalty: 3436.460449
	Iteration 6Q: 3 clusters Score -4314562 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4315202.500000 Penalty: 3436.460449
	Iteration 7Q: 3 clusters Score -4315202 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -4315914.000000 Penalty: 3436.460449
	Iteration 8Q: 3 clusters Score -4315914 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -4316738.000000 Penalty: 3436.460449
	Iteration 9Q: 3 clusters Score -4316738 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -4317808.000000 Penalty: 3436.460449
	Iteration 10Q: 3 clusters Score -4317808 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -4319083.000000 Penalty: 3436.460449
	Iteration 11F: 3 clusters Score -4319083 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -4320535.500000 Penalty: 3436.460449
	Iteration 12F: 3 clusters Score -4320536 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -4322056.000000 Penalty: 3436.460449
	Iteration 13F: 3 clusters Score -4322056 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -4323526.500000 Penalty: 3436.460449
	Iteration 14Q: 3 clusters Score -4323526 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4324817.500000 Penalty: 3436.460449
	Iteration 15Q: 3 clusters Score -4324818 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4325767.000000 Penalty: 3436.460449
	Iteration 16Q: 3 clusters Score -4325767 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4326287.000000 Penalty: 3436.460449
	Iteration 17Q: 3 clusters Score -4326287 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4326611.500000 Penalty: 3436.460449
	Iteration 18Q: 3 clusters Score -4326612 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4326826.000000 Penalty: 3436.460449
	Iteration 19Q: 3 clusters Score -4326826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4326948.500000 Penalty: 3436.460449
	Iteration 20F: 3 clusters Score -4326948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4327012.000000 Penalty: 3436.460449
	Iteration 21Q: 3 clusters Score -4327012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4327061.500000 Penalty: 3436.460449
	Iteration 22Q: 3 clusters Score -4327062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4327089.000000 Penalty: 3436.460449
	Iteration 23Q: 3 clusters Score -4327089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4327107.000000 Penalty: 3436.460449
	Iteration 24Q: 3 clusters Score -4327107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4327122.500000 Penalty: 3436.460449
	Iteration 25Q: 3 clusters Score -4327122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4327135.000000 Penalty: 3436.460449
	Iteration 26Q: 3 clusters Score -4327135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4327151.000000 Penalty: 3436.460449
	Iteration 27Q: 3 clusters Score -4327151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4327166.500000 Penalty: 3436.460449
	Iteration 28Q: 3 clusters Score -4327166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4327177.500000 Penalty: 3436.460449
	Iteration 29Q: 3 clusters Score -4327178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4327194.000000 Penalty: 3436.460449
	Iteration 30Q: 3 clusters Score -4327194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4327209.000000 Penalty: 3436.460449
	Iteration 31Q: 3 clusters Score -4327209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4327217.000000 Penalty: 3436.460449
	Iteration 32Q: 3 clusters Score -4327217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4327218.500000 Penalty: 3436.460449
	Iteration 33Q: 3 clusters Score -4327218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4327218.500000 Penalty: 3436.460449
	Iteration 34F: 3 clusters Score -4327218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -356842.562500 Penalty: 1316.522705
	Iteration 0F: 2 clusters Score -356842.6 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 1622 members 
Entering Unmasked Estep 
Score: -353963.906250 Penalty: 2633.045410
	Iteration 0F: 3 clusters Score -353963.9 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -354681.187500 Penalty: 2633.045410
	Iteration 1F: 3 clusters Score -354681.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -354906.875000 Penalty: 2633.045410
	Iteration 2F: 3 clusters Score -354906.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -355151.437500 Penalty: 2633.045410
	Iteration 3F: 3 clusters Score -355151.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -355434.437500 Penalty: 2633.045410
	Iteration 4F: 3 clusters Score -355434.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -355702.156250 Penalty: 2633.045410
	Iteration 5F: 3 clusters Score -355702.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -355906.281250 Penalty: 2633.045410
	Iteration 6F: 3 clusters Score -355906.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -356081.187500 Penalty: 2633.045410
	Iteration 7F: 3 clusters Score -356081.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -356216.218750 Penalty: 2633.045410
	Iteration 8Q: 3 clusters Score -356216.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -356350.875000 Penalty: 2633.045410
	Iteration 9Q: 3 clusters Score -356350.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -356465.812500 Penalty: 2633.045410
	Iteration 10Q: 3 clusters Score -356465.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -356544.875000 Penalty: 2633.045410
	Iteration 11Q: 3 clusters Score -356544.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -356591.468750 Penalty: 2633.045410
	Iteration 12Q: 3 clusters Score -356591.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -356622.281250 Penalty: 2633.045410
	Iteration 13Q: 3 clusters Score -356622.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -356639.437500 Penalty: 2633.045410
	Iteration 14Q: 3 clusters Score -356639.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -356647.750000 Penalty: 2633.045410
	Iteration 15Q: 3 clusters Score -356647.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -356650.187500 Penalty: 2633.045410
	Iteration 16Q: 3 clusters Score -356650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -356651.968750 Penalty: 2633.045410
	Iteration 17Q: 3 clusters Score -356652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -356654.312500 Penalty: 2633.045410
	Iteration 18Q: 3 clusters Score -356654.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -356655.937500 Penalty: 2633.045410
	Iteration 19Q: 3 clusters Score -356655.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -356655.531250 Penalty: 2633.045410
	Iteration 20F: 3 clusters Score -356655.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -356656.937500 Penalty: 2633.045410
	Iteration 21Q: 3 clusters Score -356656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -356657.468750 Penalty: 2633.045410
	Iteration 22Q: 3 clusters Score -356657.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -356657.468750 Penalty: 2633.045410
	Iteration 23F: 3 clusters Score -356657.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Entering Unmasked Estep 
Score: -509458.312500 Penalty: 1365.289551
	Iteration 0F: 2 clusters Score -509458.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -505852.093750 Penalty: 2730.579102
	Iteration 0F: 3 clusters Score -505852.1 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -506973.656250 Penalty: 2730.579102
	Iteration 1F: 3 clusters Score -506973.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -507163.812500 Penalty: 2730.579102
	Iteration 2F: 3 clusters Score -507163.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -507287.656250 Penalty: 2730.579102
	Iteration 3Q: 3 clusters Score -507287.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -507376.812500 Penalty: 2730.579102
	Iteration 4Q: 3 clusters Score -507376.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -507444.593750 Penalty: 2730.579102
	Iteration 5Q: 3 clusters Score -507444.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -507496.000000 Penalty: 2730.579102
	Iteration 6Q: 3 clusters Score -507496 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -507541.562500 Penalty: 2730.579102
	Iteration 7Q: 3 clusters Score -507541.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -507603.000000 Penalty: 2730.579102
	Iteration 8Q: 3 clusters Score -507603 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -507677.750000 Penalty: 2730.579102
	Iteration 9Q: 3 clusters Score -507677.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -507746.281250 Penalty: 2730.579102
	Iteration 10Q: 3 clusters Score -507746.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -507812.000000 Penalty: 2730.579102
	Iteration 11Q: 3 clusters Score -507812 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -507878.531250 Penalty: 2730.579102
	Iteration 12Q: 3 clusters Score -507878.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -507947.375000 Penalty: 2730.579102
	Iteration 13Q: 3 clusters Score -507947.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -508017.125000 Penalty: 2730.579102
	Iteration 14Q: 3 clusters Score -508017.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -508087.125000 Penalty: 2730.579102
	Iteration 15Q: 3 clusters Score -508087.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -508148.062500 Penalty: 2730.579102
	Iteration 16Q: 3 clusters Score -508148.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -508211.312500 Penalty: 2730.579102
	Iteration 17Q: 3 clusters Score -508211.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -508278.312500 Penalty: 2730.579102
	Iteration 18Q: 3 clusters Score -508278.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -508322.031250 Penalty: 2730.579102
	Iteration 19Q: 3 clusters Score -508322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -508342.406250 Penalty: 2730.579102
	Iteration 20F: 3 clusters Score -508342.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -508359.281250 Penalty: 2730.579102
	Iteration 21Q: 3 clusters Score -508359.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -508376.156250 Penalty: 2730.579102
	Iteration 22Q: 3 clusters Score -508376.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -508396.406250 Penalty: 2730.579102
	Iteration 23Q: 3 clusters Score -508396.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -508422.500000 Penalty: 2730.579102
	Iteration 24Q: 3 clusters Score -508422.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -508442.187500 Penalty: 2730.579102
	Iteration 25Q: 3 clusters Score -508442.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -508464.468750 Penalty: 2730.579102
	Iteration 26Q: 3 clusters Score -508464.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -508479.843750 Penalty: 2730.579102
	Iteration 27Q: 3 clusters Score -508479.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -508489.468750 Penalty: 2730.579102
	Iteration 28Q: 3 clusters Score -508489.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -508496.593750 Penalty: 2730.579102
	Iteration 29Q: 3 clusters Score -508496.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -508500.968750 Penalty: 2730.579102
	Iteration 30Q: 3 clusters Score -508501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -508503.781250 Penalty: 2730.579102
	Iteration 31Q: 3 clusters Score -508503.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -508509.250000 Penalty: 2730.579102
	Iteration 32Q: 3 clusters Score -508509.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -508514.312500 Penalty: 2730.579102
	Iteration 33Q: 3 clusters Score -508514.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -508514.812500 Penalty: 2730.579102
	Iteration 34Q: 3 clusters Score -508514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -508514.812500 Penalty: 2730.579102
	Iteration 35F: 3 clusters Score -508514.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Entering Unmasked Estep 
Score: -1703035.125000 Penalty: 1558.165039
	Iteration 0F: 2 clusters Score -1703035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1692876.375000 Penalty: 3116.330078
	Iteration 0F: 3 clusters Score -1692876 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1696224.500000 Penalty: 3116.330078
	Iteration 1F: 3 clusters Score -1696224 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1696480.375000 Penalty: 3116.330078
	Iteration 2F: 3 clusters Score -1696480 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1696675.375000 Penalty: 3116.330078
	Iteration 3Q: 3 clusters Score -1696675 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1696855.250000 Penalty: 3116.330078
	Iteration 4Q: 3 clusters Score -1696855 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1697077.375000 Penalty: 3116.330078
	Iteration 5Q: 3 clusters Score -1697077 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1697392.375000 Penalty: 3116.330078
	Iteration 6Q: 3 clusters Score -1697392 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1697895.250000 Penalty: 3116.330078
	Iteration 7F: 3 clusters Score -1697895 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1698648.125000 Penalty: 3116.330078
	Iteration 8F: 3 clusters Score -1698648 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1699571.000000 Penalty: 3116.330078
	Iteration 9F: 3 clusters Score -1699571 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1700472.375000 Penalty: 3116.330078
	Iteration 10F: 3 clusters Score -1700472 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1701113.625000 Penalty: 3116.330078
	Iteration 11Q: 3 clusters Score -1701114 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1701420.625000 Penalty: 3116.330078
	Iteration 12Q: 3 clusters Score -1701421 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1701530.375000 Penalty: 3116.330078
	Iteration 13Q: 3 clusters Score -1701530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1701604.125000 Penalty: 3116.330078
	Iteration 14Q: 3 clusters Score -1701604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1701633.250000 Penalty: 3116.330078
	Iteration 15Q: 3 clusters Score -1701633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1701652.750000 Penalty: 3116.330078
	Iteration 16Q: 3 clusters Score -1701653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1701664.750000 Penalty: 3116.330078
	Iteration 17Q: 3 clusters Score -1701665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1701677.375000 Penalty: 3116.330078
	Iteration 18Q: 3 clusters Score -1701677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1701692.375000 Penalty: 3116.330078
	Iteration 19Q: 3 clusters Score -1701692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1701694.625000 Penalty: 3116.330078
	Iteration 20F: 3 clusters Score -1701695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1701705.125000 Penalty: 3116.330078
	Iteration 21Q: 3 clusters Score -1701705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1701707.500000 Penalty: 3116.330078
	Iteration 22Q: 3 clusters Score -1701708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1701708.000000 Penalty: 3116.330078
	Iteration 23Q: 3 clusters Score -1701708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1701708.000000 Penalty: 3116.330078
	Iteration 24F: 3 clusters Score -1701708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Entering Unmasked Estep 
Score: -2087641.125000 Penalty: 1592.961182
	Iteration 0F: 2 clusters Score -2087641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2075260.875000 Penalty: 3185.922363
	Iteration 0F: 3 clusters Score -2075261 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2079644.375000 Penalty: 3185.922363
	Iteration 1F: 3 clusters Score -2079644 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2079932.500000 Penalty: 3185.922363
	Iteration 2Q: 3 clusters Score -2079932 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2080206.250000 Penalty: 3185.922363
	Iteration 3Q: 3 clusters Score -2080206 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2080479.375000 Penalty: 3185.922363
	Iteration 4Q: 3 clusters Score -2080479 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2080831.750000 Penalty: 3185.922363
	Iteration 5Q: 3 clusters Score -2080832 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2081344.250000 Penalty: 3185.922363
	Iteration 6Q: 3 clusters Score -2081344 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2082043.125000 Penalty: 3185.922363
	Iteration 7F: 3 clusters Score -2082043 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2082979.000000 Penalty: 3185.922363
	Iteration 8F: 3 clusters Score -2082979 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2084036.250000 Penalty: 3185.922363
	Iteration 9F: 3 clusters Score -2084036 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2085007.500000 Penalty: 3185.922363
	Iteration 10F: 3 clusters Score -2085008 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2085637.875000 Penalty: 3185.922363
	Iteration 11Q: 3 clusters Score -2085638 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2085983.500000 Penalty: 3185.922363
	Iteration 12Q: 3 clusters Score -2085984 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2086170.500000 Penalty: 3185.922363
	Iteration 13Q: 3 clusters Score -2086170 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2086271.125000 Penalty: 3185.922363
	Iteration 14Q: 3 clusters Score -2086271 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2086316.250000 Penalty: 3185.922363
	Iteration 15Q: 3 clusters Score -2086316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2086350.000000 Penalty: 3185.922363
	Iteration 16Q: 3 clusters Score -2086350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2086369.625000 Penalty: 3185.922363
	Iteration 17Q: 3 clusters Score -2086370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2086380.500000 Penalty: 3185.922363
	Iteration 18Q: 3 clusters Score -2086380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2086401.500000 Penalty: 3185.922363
	Iteration 19Q: 3 clusters Score -2086402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2086417.375000 Penalty: 3185.922363
	Iteration 20F: 3 clusters Score -2086417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2086433.250000 Penalty: 3185.922363
	Iteration 21Q: 3 clusters Score -2086433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2086443.250000 Penalty: 3185.922363
	Iteration 22Q: 3 clusters Score -2086443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2086456.000000 Penalty: 3185.922363
	Iteration 23Q: 3 clusters Score -2086456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2086459.875000 Penalty: 3185.922363
	Iteration 24Q: 3 clusters Score -2086460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2086465.750000 Penalty: 3185.922363
	Iteration 25Q: 3 clusters Score -2086466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2086474.125000 Penalty: 3185.922363
	Iteration 26Q: 3 clusters Score -2086474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2086473.125000 Penalty: 3185.922363
	Iteration 27Q: 3 clusters Score -2086473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2086472.875000 Penalty: 3185.922363
	Iteration 28Q: 3 clusters Score -2086473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2086475.500000 Penalty: 3185.922363
	Iteration 29Q: 3 clusters Score -2086476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2086475.875000 Penalty: 3185.922363
	Iteration 30Q: 3 clusters Score -2086476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2086475.875000 Penalty: 3185.922363
	Iteration 31F: 3 clusters Score -2086476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Entering Unmasked Estep 
Score: -1721785.000000 Penalty: 1568.284302
	Iteration 0F: 2 clusters Score -1721785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1711099.875000 Penalty: 3136.568604
	Iteration 0F: 3 clusters Score -1711100 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1714823.000000 Penalty: 3136.568604
	Iteration 1F: 3 clusters Score -1714823 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1715141.125000 Penalty: 3136.568604
	Iteration 2F: 3 clusters Score -1715141 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1715391.000000 Penalty: 3136.568604
	Iteration 3Q: 3 clusters Score -1715391 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1715602.625000 Penalty: 3136.568604
	Iteration 4Q: 3 clusters Score -1715603 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1715778.875000 Penalty: 3136.568604
	Iteration 5Q: 3 clusters Score -1715779 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1715946.750000 Penalty: 3136.568604
	Iteration 6Q: 3 clusters Score -1715947 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1716141.000000 Penalty: 3136.568604
	Iteration 7Q: 3 clusters Score -1716141 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1716394.625000 Penalty: 3136.568604
	Iteration 8Q: 3 clusters Score -1716395 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1716705.000000 Penalty: 3136.568604
	Iteration 9Q: 3 clusters Score -1716705 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1717117.000000 Penalty: 3136.568604
	Iteration 10Q: 3 clusters Score -1717117 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1717612.875000 Penalty: 3136.568604
	Iteration 11Q: 3 clusters Score -1717613 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1718202.000000 Penalty: 3136.568604
	Iteration 12F: 3 clusters Score -1718202 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1718762.875000 Penalty: 3136.568604
	Iteration 13Q: 3 clusters Score -1718763 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1719264.250000 Penalty: 3136.568604
	Iteration 14Q: 3 clusters Score -1719264 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1719663.250000 Penalty: 3136.568604
	Iteration 15Q: 3 clusters Score -1719663 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1719935.500000 Penalty: 3136.568604
	Iteration 16Q: 3 clusters Score -1719936 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1720122.375000 Penalty: 3136.568604
	Iteration 17Q: 3 clusters Score -1720122 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1720257.625000 Penalty: 3136.568604
	Iteration 18Q: 3 clusters Score -1720258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1720325.750000 Penalty: 3136.568604
	Iteration 19Q: 3 clusters Score -1720326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1720353.000000 Penalty: 3136.568604
	Iteration 20F: 3 clusters Score -1720353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1720369.375000 Penalty: 3136.568604
	Iteration 21Q: 3 clusters Score -1720369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1720378.500000 Penalty: 3136.568604
	Iteration 22Q: 3 clusters Score -1720378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1720388.875000 Penalty: 3136.568604
	Iteration 23Q: 3 clusters Score -1720389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1720392.875000 Penalty: 3136.568604
	Iteration 24Q: 3 clusters Score -1720393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1720403.000000 Penalty: 3136.568604
	Iteration 25Q: 3 clusters Score -1720403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1720413.000000 Penalty: 3136.568604
	Iteration 26Q: 3 clusters Score -1720413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1720430.750000 Penalty: 3136.568604
	Iteration 27Q: 3 clusters Score -1720431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1720439.375000 Penalty: 3136.568604
	Iteration 28Q: 3 clusters Score -1720439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1720448.375000 Penalty: 3136.568604
	Iteration 29Q: 3 clusters Score -1720448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1720452.000000 Penalty: 3136.568604
	Iteration 30Q: 3 clusters Score -1720452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1720451.875000 Penalty: 3136.568604
	Iteration 31Q: 3 clusters Score -1720452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1720451.875000 Penalty: 3136.568604
	Iteration 32F: 3 clusters Score -1720452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85001 members 
Entering Unmasked Estep 
Score: -9825504.000000 Penalty: 1844.442993
	Iteration 0F: 2 clusters Score -9825504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -9769302.000000 Penalty: 3688.885986
	Iteration 0F: 3 clusters Score -9769302 nChanged 40712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -9792794.000000 Penalty: 3688.885986
	Iteration 1F: 3 clusters Score -9792794 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -9793536.000000 Penalty: 3688.885986
	Iteration 2Q: 3 clusters Score -9793536 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -9794581.000000 Penalty: 3688.885986
	Iteration 3Q: 3 clusters Score -9794581 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -9796281.000000 Penalty: 3688.885986
	Iteration 4Q: 3 clusters Score -9796281 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -9798938.000000 Penalty: 3688.885986
	Iteration 5F: 3 clusters Score -9798938 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -9802571.000000 Penalty: 3688.885986
	Iteration 6F: 3 clusters Score -9802571 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -9807008.000000 Penalty: 3688.885986
	Iteration 7F: 3 clusters Score -9807008 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -9811160.000000 Penalty: 3688.885986
	Iteration 8F: 3 clusters Score -9811160 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -9813841.000000 Penalty: 3688.885986
	Iteration 9Q: 3 clusters Score -9813841 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -9815290.000000 Penalty: 3688.885986
	Iteration 10Q: 3 clusters Score -9815290 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -9816182.000000 Penalty: 3688.885986
	Iteration 11Q: 3 clusters Score -9816182 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69690 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -9816875.000000 Penalty: 3688.885986
	Iteration 12Q: 3 clusters Score -9816875 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -9817568.000000 Penalty: 3688.885986
	Iteration 13Q: 3 clusters Score -9817568 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72568 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -9818282.000000 Penalty: 3688.885986
	Iteration 14Q: 3 clusters Score -9818282 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73945 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -9818997.000000 Penalty: 3688.885986
	Iteration 15Q: 3 clusters Score -9818997 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75219 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -9819637.000000 Penalty: 3688.885986
	Iteration 16Q: 3 clusters Score -9819637 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -9820267.000000 Penalty: 3688.885986
	Iteration 17Q: 3 clusters Score -9820267 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -9820893.000000 Penalty: 3688.885986
	Iteration 18Q: 3 clusters Score -9820893 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -9821443.000000 Penalty: 3688.885986
	Iteration 19Q: 3 clusters Score -9821443 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -9821941.000000 Penalty: 3688.885986
	Iteration 20F: 3 clusters Score -9821941 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80214 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -9822441.000000 Penalty: 3688.885986
	Iteration 21Q: 3 clusters Score -9822441 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80843 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -9822809.000000 Penalty: 3688.885986
	Iteration 22Q: 3 clusters Score -9822809 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81326 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -9823046.000000 Penalty: 3688.885986
	Iteration 23Q: 3 clusters Score -9823046 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81723 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -9823262.000000 Penalty: 3688.885986
	Iteration 24Q: 3 clusters Score -9823262 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -9823434.000000 Penalty: 3688.885986
	Iteration 25Q: 3 clusters Score -9823434 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -9823588.000000 Penalty: 3688.885986
	Iteration 26Q: 3 clusters Score -9823588 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82559 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -9823663.000000 Penalty: 3688.885986
	Iteration 27Q: 3 clusters Score -9823663 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -9823731.000000 Penalty: 3688.885986
	Iteration 28Q: 3 clusters Score -9823731 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82924 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9823799.000000 Penalty: 3688.885986
	Iteration 29Q: 3 clusters Score -9823799 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83065 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9823830.000000 Penalty: 3688.885986
	Iteration 30Q: 3 clusters Score -9823830 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83178 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9823846.000000 Penalty: 3688.885986
	Iteration 31Q: 3 clusters Score -9823846 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83278 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9823868.000000 Penalty: 3688.885986
	Iteration 32Q: 3 clusters Score -9823868 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83379 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9823867.000000 Penalty: 3688.885986
	Iteration 33Q: 3 clusters Score -9823867 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -9823902.000000 Penalty: 3688.885986
	Iteration 34Q: 3 clusters Score -9823902 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9823917.000000 Penalty: 3688.885986
	Iteration 35Q: 3 clusters Score -9823917 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9823946.000000 Penalty: 3688.885986
	Iteration 36Q: 3 clusters Score -9823946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -9823935.000000 Penalty: 3688.885986
	Iteration 37Q: 3 clusters Score -9823935 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83717 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9823937.000000 Penalty: 3688.885986
	Iteration 38Q: 3 clusters Score -9823937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83746 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9823942.000000 Penalty: 3688.885986
	Iteration 39Q: 3 clusters Score -9823942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83768 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9823933.000000 Penalty: 3688.885986
	Iteration 40F: 3 clusters Score -9823933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -9823944.000000 Penalty: 3688.885986
	Iteration 41Q: 3 clusters Score -9823944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9823947.000000 Penalty: 3688.885986
	Iteration 42Q: 3 clusters Score -9823947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9823956.000000 Penalty: 3688.885986
	Iteration 43Q: 3 clusters Score -9823956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83858 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9823952.000000 Penalty: 3688.885986
	Iteration 44Q: 3 clusters Score -9823952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9823950.000000 Penalty: 3688.885986
	Iteration 45Q: 3 clusters Score -9823950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9823966.000000 Penalty: 3688.885986
	Iteration 46Q: 3 clusters Score -9823966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9823970.000000 Penalty: 3688.885986
	Iteration 47Q: 3 clusters Score -9823970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83907 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9823974.000000 Penalty: 3688.885986
	Iteration 48Q: 3 clusters Score -9823974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83917 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9823986.000000 Penalty: 3688.885986
	Iteration 49Q: 3 clusters Score -9823986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83927 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9823988.000000 Penalty: 3688.885986
	Iteration 50Q: 3 clusters Score -9823988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83938 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9823984.000000 Penalty: 3688.885986
	Iteration 51Q: 3 clusters Score -9823984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9824003.000000 Penalty: 3688.885986
	Iteration 52Q: 3 clusters Score -9824003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9824000.000000 Penalty: 3688.885986
	Iteration 53Q: 3 clusters Score -9824000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9824001.000000 Penalty: 3688.885986
	Iteration 54Q: 3 clusters Score -9824001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83966 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9824000.000000 Penalty: 3688.885986
	Iteration 55Q: 3 clusters Score -9824000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83974 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9824012.000000 Penalty: 3688.885986
	Iteration 56Q: 3 clusters Score -9824012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9824012.000000 Penalty: 3688.885986
	Iteration 57Q: 3 clusters Score -9824012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9824016.000000 Penalty: 3688.885986
	Iteration 58Q: 3 clusters Score -9824016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83981 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9824019.000000 Penalty: 3688.885986
	Iteration 59Q: 3 clusters Score -9824019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9824020.000000 Penalty: 3688.885986
	Iteration 60F: 3 clusters Score -9824020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83987 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9824017.000000 Penalty: 3688.885986
	Iteration 61Q: 3 clusters Score -9824017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9824020.000000 Penalty: 3688.885986
	Iteration 62Q: 3 clusters Score -9824020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9824020.000000 Penalty: 3688.885986
	Iteration 63F: 3 clusters Score -9824020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -396558.906250 Penalty: 1335.026489
	Iteration 0F: 2 clusters Score -396558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -393464.718750 Penalty: 2670.052979
	Iteration 0F: 3 clusters Score -393464.7 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -394337.531250 Penalty: 2670.052979
	Iteration 1F: 3 clusters Score -394337.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -394650.593750 Penalty: 2670.052979
	Iteration 2F: 3 clusters Score -394650.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -394872.281250 Penalty: 2670.052979
	Iteration 3F: 3 clusters Score -394872.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -395026.750000 Penalty: 2670.052979
	Iteration 4F: 3 clusters Score -395026.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -395140.906250 Penalty: 2670.052979
	Iteration 5Q: 3 clusters Score -395140.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -395239.093750 Penalty: 2670.052979
	Iteration 6Q: 3 clusters Score -395239.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -395350.031250 Penalty: 2670.052979
	Iteration 7Q: 3 clusters Score -395350 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -395489.437500 Penalty: 2670.052979
	Iteration 8F: 3 clusters Score -395489.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -395630.187500 Penalty: 2670.052979
	Iteration 9Q: 3 clusters Score -395630.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -395759.656250 Penalty: 2670.052979
	Iteration 10Q: 3 clusters Score -395759.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -395872.343750 Penalty: 2670.052979
	Iteration 11Q: 3 clusters Score -395872.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -395953.937500 Penalty: 2670.052979
	Iteration 12Q: 3 clusters Score -395953.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -396022.593750 Penalty: 2670.052979
	Iteration 13Q: 3 clusters Score -396022.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -396072.875000 Penalty: 2670.052979
	Iteration 14Q: 3 clusters Score -396072.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -396099.687500 Penalty: 2670.052979
	Iteration 15Q: 3 clusters Score -396099.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -396118.187500 Penalty: 2670.052979
	Iteration 16Q: 3 clusters Score -396118.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -396127.375000 Penalty: 2670.052979
	Iteration 17Q: 3 clusters Score -396127.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -396136.812500 Penalty: 2670.052979
	Iteration 18Q: 3 clusters Score -396136.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -396146.656250 Penalty: 2670.052979
	Iteration 19Q: 3 clusters Score -396146.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -396154.531250 Penalty: 2670.052979
	Iteration 20F: 3 clusters Score -396154.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -396161.093750 Penalty: 2670.052979
	Iteration 21Q: 3 clusters Score -396161.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -396163.531250 Penalty: 2670.052979
	Iteration 22Q: 3 clusters Score -396163.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -396163.906250 Penalty: 2670.052979
	Iteration 23Q: 3 clusters Score -396163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -396165.375000 Penalty: 2670.052979
	Iteration 24Q: 3 clusters Score -396165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -396167.312500 Penalty: 2670.052979
	Iteration 25Q: 3 clusters Score -396167.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -396170.593750 Penalty: 2670.052979
	Iteration 26Q: 3 clusters Score -396170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -396174.562500 Penalty: 2670.052979
	Iteration 27Q: 3 clusters Score -396174.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -396175.187500 Penalty: 2670.052979
	Iteration 28Q: 3 clusters Score -396175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -396175.218750 Penalty: 2670.052979
	Iteration 29Q: 3 clusters Score -396175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -396175.218750 Penalty: 2670.052979
	Iteration 30Q: 3 clusters Score -396175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -396175.218750 Penalty: 2670.052979
	Iteration 31F: 3 clusters Score -396175.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -98997.882812 Penalty: 1117.560547
	Iteration 0F: 2 clusters Score -98997.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -97601.328125 Penalty: 2235.121094
	Iteration 0F: 3 clusters Score -97601.33 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -97874.195312 Penalty: 2235.121094
	Iteration 1F: 3 clusters Score -97874.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -98033.171875 Penalty: 2235.121094
	Iteration 2F: 3 clusters Score -98033.17 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -98161.242188 Penalty: 2235.121094
	Iteration 3F: 3 clusters Score -98161.24 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -98281.289062 Penalty: 2235.121094
	Iteration 4F: 3 clusters Score -98281.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -98357.085938 Penalty: 2235.121094
	Iteration 5Q: 3 clusters Score -98357.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -98402.101562 Penalty: 2235.121094
	Iteration 6Q: 3 clusters Score -98402.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -98445.640625 Penalty: 2235.121094
	Iteration 7Q: 3 clusters Score -98445.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -98475.148438 Penalty: 2235.121094
	Iteration 8Q: 3 clusters Score -98475.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -98500.109375 Penalty: 2235.121094
	Iteration 9Q: 3 clusters Score -98500.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -98517.585938 Penalty: 2235.121094
	Iteration 10Q: 3 clusters Score -98517.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -98530.257812 Penalty: 2235.121094
	Iteration 11Q: 3 clusters Score -98530.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -98543.578125 Penalty: 2235.121094
	Iteration 12Q: 3 clusters Score -98543.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -98548.257812 Penalty: 2235.121094
	Iteration 13Q: 3 clusters Score -98548.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -98549.304688 Penalty: 2235.121094
	Iteration 14Q: 3 clusters Score -98549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -98550.257812 Penalty: 2235.121094
	Iteration 15Q: 3 clusters Score -98550.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -98550.257812 Penalty: 2235.121094
	Iteration 16F: 3 clusters Score -98550.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Entering Unmasked Estep 
Score: -5410415.000000 Penalty: 1748.745972
	Iteration 0F: 2 clusters Score -5410415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -5378779.000000 Penalty: 3497.491943
	Iteration 0F: 3 clusters Score -5378779 nChanged 22233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -5391188.000000 Penalty: 3497.491943
	Iteration 1F: 3 clusters Score -5391188 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -5391596.500000 Penalty: 3497.491943
	Iteration 2Q: 3 clusters Score -5391596 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -5392110.000000 Penalty: 3497.491943
	Iteration 3Q: 3 clusters Score -5392110 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -5392805.500000 Penalty: 3497.491943
	Iteration 4Q: 3 clusters Score -5392806 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -5393780.500000 Penalty: 3497.491943
	Iteration 5Q: 3 clusters Score -5393780 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -5395305.000000 Penalty: 3497.491943
	Iteration 6F: 3 clusters Score -5395305 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -5397411.000000 Penalty: 3497.491943
	Iteration 7F: 3 clusters Score -5397411 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -5399726.500000 Penalty: 3497.491943
	Iteration 8F: 3 clusters Score -5399726 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -5401615.000000 Penalty: 3497.491943
	Iteration 9F: 3 clusters Score -5401615 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -5402556.500000 Penalty: 3497.491943
	Iteration 10Q: 3 clusters Score -5402556 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -5402947.000000 Penalty: 3497.491943
	Iteration 11Q: 3 clusters Score -5402947 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -5403135.500000 Penalty: 3497.491943
	Iteration 12Q: 3 clusters Score -5403136 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -5403364.500000 Penalty: 3497.491943
	Iteration 13Q: 3 clusters Score -5403364 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -5403527.500000 Penalty: 3497.491943
	Iteration 14Q: 3 clusters Score -5403528 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -5403741.500000 Penalty: 3497.491943
	Iteration 15Q: 3 clusters Score -5403742 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -5403943.000000 Penalty: 3497.491943
	Iteration 16Q: 3 clusters Score -5403943 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -5404147.000000 Penalty: 3497.491943
	Iteration 17Q: 3 clusters Score -5404147 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -5404343.000000 Penalty: 3497.491943
	Iteration 18Q: 3 clusters Score -5404343 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -5404541.500000 Penalty: 3497.491943
	Iteration 19Q: 3 clusters Score -5404542 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -5404727.000000 Penalty: 3497.491943
	Iteration 20F: 3 clusters Score -5404727 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -5404976.500000 Penalty: 3497.491943
	Iteration 21Q: 3 clusters Score -5404976 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -5405158.000000 Penalty: 3497.491943
	Iteration 22Q: 3 clusters Score -5405158 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -5405351.000000 Penalty: 3497.491943
	Iteration 23Q: 3 clusters Score -5405351 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -5405526.000000 Penalty: 3497.491943
	Iteration 24Q: 3 clusters Score -5405526 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -5405725.500000 Penalty: 3497.491943
	Iteration 25Q: 3 clusters Score -5405726 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -5405913.500000 Penalty: 3497.491943
	Iteration 26Q: 3 clusters Score -5405914 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -5406108.500000 Penalty: 3497.491943
	Iteration 27Q: 3 clusters Score -5406108 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -5406273.500000 Penalty: 3497.491943
	Iteration 28Q: 3 clusters Score -5406274 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -5406454.000000 Penalty: 3497.491943
	Iteration 29Q: 3 clusters Score -5406454 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -5406665.500000 Penalty: 3497.491943
	Iteration 30Q: 3 clusters Score -5406666 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -5406840.000000 Penalty: 3497.491943
	Iteration 31Q: 3 clusters Score -5406840 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -5406998.500000 Penalty: 3497.491943
	Iteration 32Q: 3 clusters Score -5406998 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -5407160.500000 Penalty: 3497.491943
	Iteration 33Q: 3 clusters Score -5407160 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5407327.500000 Penalty: 3497.491943
	Iteration 34Q: 3 clusters Score -5407328 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -5407442.500000 Penalty: 3497.491943
	Iteration 35Q: 3 clusters Score -5407442 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -5407556.000000 Penalty: 3497.491943
	Iteration 36Q: 3 clusters Score -5407556 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -5407645.500000 Penalty: 3497.491943
	Iteration 37Q: 3 clusters Score -5407646 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -5407763.500000 Penalty: 3497.491943
	Iteration 38Q: 3 clusters Score -5407764 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -5407839.000000 Penalty: 3497.491943
	Iteration 39Q: 3 clusters Score -5407839 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -5407909.500000 Penalty: 3497.491943
	Iteration 40F: 3 clusters Score -5407910 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -5408008.000000 Penalty: 3497.491943
	Iteration 41Q: 3 clusters Score -5408008 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -5408097.500000 Penalty: 3497.491943
	Iteration 42Q: 3 clusters Score -5408098 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -5408159.500000 Penalty: 3497.491943
	Iteration 43Q: 3 clusters Score -5408160 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -5408205.500000 Penalty: 3497.491943
	Iteration 44Q: 3 clusters Score -5408206 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -5408249.000000 Penalty: 3497.491943
	Iteration 45Q: 3 clusters Score -5408249 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -5408307.000000 Penalty: 3497.491943
	Iteration 46Q: 3 clusters Score -5408307 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -5408360.000000 Penalty: 3497.491943
	Iteration 47Q: 3 clusters Score -5408360 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -5408407.500000 Penalty: 3497.491943
	Iteration 48Q: 3 clusters Score -5408408 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -5408441.000000 Penalty: 3497.491943
	Iteration 49Q: 3 clusters Score -5408441 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -5408495.000000 Penalty: 3497.491943
	Iteration 50Q: 3 clusters Score -5408495 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -5408526.500000 Penalty: 3497.491943
	Iteration 51Q: 3 clusters Score -5408526 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -5408563.500000 Penalty: 3497.491943
	Iteration 52Q: 3 clusters Score -5408564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -5408589.000000 Penalty: 3497.491943
	Iteration 53Q: 3 clusters Score -5408589 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -5408619.000000 Penalty: 3497.491943
	Iteration 54Q: 3 clusters Score -5408619 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -5408645.000000 Penalty: 3497.491943
	Iteration 55Q: 3 clusters Score -5408645 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -5408669.500000 Penalty: 3497.491943
	Iteration 56Q: 3 clusters Score -5408670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -5408697.000000 Penalty: 3497.491943
	Iteration 57Q: 3 clusters Score -5408697 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -5408711.500000 Penalty: 3497.491943
	Iteration 58Q: 3 clusters Score -5408712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -5408736.000000 Penalty: 3497.491943
	Iteration 59Q: 3 clusters Score -5408736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -5408762.000000 Penalty: 3497.491943
	Iteration 60F: 3 clusters Score -5408762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -5408797.000000 Penalty: 3497.491943
	Iteration 61Q: 3 clusters Score -5408797 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -5408820.000000 Penalty: 3497.491943
	Iteration 62Q: 3 clusters Score -5408820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -5408841.500000 Penalty: 3497.491943
	Iteration 63Q: 3 clusters Score -5408842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -5408852.500000 Penalty: 3497.491943
	Iteration 64Q: 3 clusters Score -5408852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -5408861.500000 Penalty: 3497.491943
	Iteration 65Q: 3 clusters Score -5408862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -5408862.000000 Penalty: 3497.491943
	Iteration 66Q: 3 clusters Score -5408862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -5408875.000000 Penalty: 3497.491943
	Iteration 67Q: 3 clusters Score -5408875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -5408888.000000 Penalty: 3497.491943
	Iteration 68Q: 3 clusters Score -5408888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -5408897.500000 Penalty: 3497.491943
	Iteration 69Q: 3 clusters Score -5408898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -5408906.000000 Penalty: 3497.491943
	Iteration 70Q: 3 clusters Score -5408906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -5408916.500000 Penalty: 3497.491943
	Iteration 71Q: 3 clusters Score -5408916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -5408927.500000 Penalty: 3497.491943
	Iteration 72Q: 3 clusters Score -5408928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -5408931.500000 Penalty: 3497.491943
	Iteration 73Q: 3 clusters Score -5408932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -5408936.000000 Penalty: 3497.491943
	Iteration 74Q: 3 clusters Score -5408936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -5408938.000000 Penalty: 3497.491943
	Iteration 75Q: 3 clusters Score -5408938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -5408946.000000 Penalty: 3497.491943
	Iteration 76Q: 3 clusters Score -5408946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -5408948.500000 Penalty: 3497.491943
	Iteration 77Q: 3 clusters Score -5408948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -5408957.000000 Penalty: 3497.491943
	Iteration 78Q: 3 clusters Score -5408957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -5408959.500000 Penalty: 3497.491943
	Iteration 79Q: 3 clusters Score -5408960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -5408966.500000 Penalty: 3497.491943
	Iteration 80F: 3 clusters Score -5408966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -5408971.500000 Penalty: 3497.491943
	Iteration 81Q: 3 clusters Score -5408972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -5408982.000000 Penalty: 3497.491943
	Iteration 82Q: 3 clusters Score -5408982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -5408993.500000 Penalty: 3497.491943
	Iteration 83Q: 3 clusters Score -5408994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -5408995.000000 Penalty: 3497.491943
	Iteration 84Q: 3 clusters Score -5408995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -5409005.500000 Penalty: 3497.491943
	Iteration 85Q: 3 clusters Score -5409006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -5409008.500000 Penalty: 3497.491943
	Iteration 86Q: 3 clusters Score -5409008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -5409011.000000 Penalty: 3497.491943
	Iteration 87Q: 3 clusters Score -5409011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -5409010.500000 Penalty: 3497.491943
	Iteration 88Q: 3 clusters Score -5409010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -5409014.500000 Penalty: 3497.491943
	Iteration 89Q: 3 clusters Score -5409014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -5409017.500000 Penalty: 3497.491943
	Iteration 90Q: 3 clusters Score -5409018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -5409018.500000 Penalty: 3497.491943
	Iteration 91Q: 3 clusters Score -5409018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -5409018.500000 Penalty: 3497.491943
	Iteration 92Q: 3 clusters Score -5409018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -5409018.500000 Penalty: 3497.491943
	Iteration 93F: 3 clusters Score -5409018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -42492.800781 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -42492.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41528.031250 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -41528.03 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41661.726562 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -41661.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41769.261719 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -41769.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41896.636719 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -41896.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41977.664062 Penalty: 1973.739502
	Iteration 4F: 3 clusters Score -41977.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42043.222656 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -42043.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42102.656250 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -42102.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42198.242188 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -42198.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42276.734375 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -42276.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42309.253906 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -42309.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42335.914062 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -42335.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42346.585938 Penalty: 1973.739502
	Iteration 11Q: 3 clusters Score -42346.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42348.964844 Penalty: 1973.739502
	Iteration 12Q: 3 clusters Score -42348.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42351.496094 Penalty: 1973.739502
	Iteration 13F: 3 clusters Score -42351.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42382.507812 Penalty: 1973.739502
	Iteration 14Q: 3 clusters Score -42382.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42437.742188 Penalty: 1973.739502
	Iteration 15Q: 3 clusters Score -42437.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42446.093750 Penalty: 1973.739502
	Iteration 16Q: 3 clusters Score -42446.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42450.542969 Penalty: 1973.739502
	Iteration 17Q: 3 clusters Score -42450.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42450.542969 Penalty: 1973.739502
	Iteration 18F: 3 clusters Score -42450.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Entering Unmasked Estep 
Score: -711005.250000 Penalty: 1417.762939
	Iteration 0F: 2 clusters Score -711005.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -706315.125000 Penalty: 2835.525879
	Iteration 0F: 3 clusters Score -706315.1 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -707679.375000 Penalty: 2835.525879
	Iteration 1F: 3 clusters Score -707679.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -707861.562500 Penalty: 2835.525879
	Iteration 2F: 3 clusters Score -707861.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -708010.375000 Penalty: 2835.525879
	Iteration 3Q: 3 clusters Score -708010.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -708147.062500 Penalty: 2835.525879
	Iteration 4Q: 3 clusters Score -708147.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -708261.062500 Penalty: 2835.525879
	Iteration 5Q: 3 clusters Score -708261.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -708374.937500 Penalty: 2835.525879
	Iteration 6Q: 3 clusters Score -708374.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -708524.875000 Penalty: 2835.525879
	Iteration 7Q: 3 clusters Score -708524.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -708720.187500 Penalty: 2835.525879
	Iteration 8Q: 3 clusters Score -708720.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -708929.687500 Penalty: 2835.525879
	Iteration 9Q: 3 clusters Score -708929.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -709134.250000 Penalty: 2835.525879
	Iteration 10Q: 3 clusters Score -709134.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -709308.250000 Penalty: 2835.525879
	Iteration 11Q: 3 clusters Score -709308.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -709467.625000 Penalty: 2835.525879
	Iteration 12Q: 3 clusters Score -709467.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -709566.500000 Penalty: 2835.525879
	Iteration 13Q: 3 clusters Score -709566.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -709643.375000 Penalty: 2835.525879
	Iteration 14Q: 3 clusters Score -709643.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -709691.125000 Penalty: 2835.525879
	Iteration 15Q: 3 clusters Score -709691.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -709724.250000 Penalty: 2835.525879
	Iteration 16Q: 3 clusters Score -709724.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -709746.062500 Penalty: 2835.525879
	Iteration 17Q: 3 clusters Score -709746.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -709764.000000 Penalty: 2835.525879
	Iteration 18Q: 3 clusters Score -709764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -709787.812500 Penalty: 2835.525879
	Iteration 19Q: 3 clusters Score -709787.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -709795.500000 Penalty: 2835.525879
	Iteration 20F: 3 clusters Score -709795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -709804.625000 Penalty: 2835.525879
	Iteration 21Q: 3 clusters Score -709804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -709807.125000 Penalty: 2835.525879
	Iteration 22Q: 3 clusters Score -709807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -709807.687500 Penalty: 2835.525879
	Iteration 23Q: 3 clusters Score -709807.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -709807.687500 Penalty: 2835.525879
	Iteration 24F: 3 clusters Score -709807.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (144963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144963 members 
Entering Unmasked Estep 
Score: -16388093.000000 Penalty: 1931.187988
	Iteration 0F: 2 clusters Score -1.638809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -16291680.000000 Penalty: 3862.375977
	Iteration 0F: 3 clusters Score -1.629168e+07 nChanged 69850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 71449 members 
Entering Unmasked Estep 
Score: -16332312.000000 Penalty: 3862.375977
	Iteration 1F: 3 clusters Score -1.633231e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -16333204.000000 Penalty: 3862.375977
	Iteration 2Q: 3 clusters Score -1.63332e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Mstep: Class 2 contains 70052 members 
Entering Unmasked Estep 
Score: -16334094.000000 Penalty: 3862.375977
	Iteration 3Q: 3 clusters Score -1.633409e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 69009 members 
Entering Unmasked Estep 
Score: -16335418.000000 Penalty: 3862.375977
	Iteration 4Q: 3 clusters Score -1.633542e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77480 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -16337079.000000 Penalty: 3862.375977
	Iteration 5Q: 3 clusters Score -1.633708e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79504 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -16339274.000000 Penalty: 3862.375977
	Iteration 6Q: 3 clusters Score -1.633927e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82351 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -16342572.000000 Penalty: 3862.375977
	Iteration 7Q: 3 clusters Score -1.634257e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -16347230.000000 Penalty: 3862.375977
	Iteration 8F: 3 clusters Score -1.634723e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -16353192.000000 Penalty: 3862.375977
	Iteration 9F: 3 clusters Score -1.635319e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -16359748.000000 Penalty: 3862.375977
	Iteration 10F: 3 clusters Score -1.635975e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96982 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -16364970.000000 Penalty: 3862.375977
	Iteration 11F: 3 clusters Score -1.636497e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99110 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -16368046.000000 Penalty: 3862.375977
	Iteration 12Q: 3 clusters Score -1.636805e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100955 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -16369617.000000 Penalty: 3862.375977
	Iteration 13Q: 3 clusters Score -1.636962e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -16370603.000000 Penalty: 3862.375977
	Iteration 14Q: 3 clusters Score -1.63706e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104471 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -16371215.000000 Penalty: 3862.375977
	Iteration 15Q: 3 clusters Score -1.637122e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106126 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -16371772.000000 Penalty: 3862.375977
	Iteration 16Q: 3 clusters Score -1.637177e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107760 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -16372379.000000 Penalty: 3862.375977
	Iteration 17Q: 3 clusters Score -1.637238e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109370 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -16373024.000000 Penalty: 3862.375977
	Iteration 18Q: 3 clusters Score -1.637302e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110952 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -16373564.000000 Penalty: 3862.375977
	Iteration 19Q: 3 clusters Score -1.637356e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112659 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -16374138.000000 Penalty: 3862.375977
	Iteration 20F: 3 clusters Score -1.637414e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114364 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -16374800.000000 Penalty: 3862.375977
	Iteration 21Q: 3 clusters Score -1.63748e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116073 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -16375465.000000 Penalty: 3862.375977
	Iteration 22Q: 3 clusters Score -1.637546e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117774 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -16376043.000000 Penalty: 3862.375977
	Iteration 23Q: 3 clusters Score -1.637604e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119454 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -16376613.000000 Penalty: 3862.375977
	Iteration 24Q: 3 clusters Score -1.637661e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121205 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -16377229.000000 Penalty: 3862.375977
	Iteration 25Q: 3 clusters Score -1.637723e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122901 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -16377933.000000 Penalty: 3862.375977
	Iteration 26Q: 3 clusters Score -1.637793e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124541 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -16378543.000000 Penalty: 3862.375977
	Iteration 27Q: 3 clusters Score -1.637854e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126208 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -16379127.000000 Penalty: 3862.375977
	Iteration 28Q: 3 clusters Score -1.637913e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127852 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -16379823.000000 Penalty: 3862.375977
	Iteration 29Q: 3 clusters Score -1.637982e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129456 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -16380389.000000 Penalty: 3862.375977
	Iteration 30Q: 3 clusters Score -1.638039e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131021 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -16381089.000000 Penalty: 3862.375977
	Iteration 31Q: 3 clusters Score -1.638109e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132558 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -16381730.000000 Penalty: 3862.375977
	Iteration 32Q: 3 clusters Score -1.638173e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133974 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -16382375.000000 Penalty: 3862.375977
	Iteration 33Q: 3 clusters Score -1.638238e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135322 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -16382947.000000 Penalty: 3862.375977
	Iteration 34Q: 3 clusters Score -1.638295e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136514 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -16383362.000000 Penalty: 3862.375977
	Iteration 35Q: 3 clusters Score -1.638336e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137610 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -16383803.000000 Penalty: 3862.375977
	Iteration 36Q: 3 clusters Score -1.63838e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138635 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -16384257.000000 Penalty: 3862.375977
	Iteration 37Q: 3 clusters Score -1.638426e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139558 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -16384598.000000 Penalty: 3862.375977
	Iteration 38Q: 3 clusters Score -1.63846e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140394 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -16384900.000000 Penalty: 3862.375977
	Iteration 39Q: 3 clusters Score -1.63849e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141126 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -16385155.000000 Penalty: 3862.375977
	Iteration 40F: 3 clusters Score -1.638516e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141711 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -16385403.000000 Penalty: 3862.375977
	Iteration 41Q: 3 clusters Score -1.63854e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142177 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -16385608.000000 Penalty: 3862.375977
	Iteration 42Q: 3 clusters Score -1.638561e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142565 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -16385728.000000 Penalty: 3862.375977
	Iteration 43Q: 3 clusters Score -1.638573e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142878 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -16385856.000000 Penalty: 3862.375977
	Iteration 44Q: 3 clusters Score -1.638586e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143118 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -16385924.000000 Penalty: 3862.375977
	Iteration 45Q: 3 clusters Score -1.638592e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143312 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -16386036.000000 Penalty: 3862.375977
	Iteration 46Q: 3 clusters Score -1.638604e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143443 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -16386099.000000 Penalty: 3862.375977
	Iteration 47Q: 3 clusters Score -1.63861e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143547 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -16386133.000000 Penalty: 3862.375977
	Iteration 48Q: 3 clusters Score -1.638613e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143637 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -16386164.000000 Penalty: 3862.375977
	Iteration 49Q: 3 clusters Score -1.638616e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143713 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -16386168.000000 Penalty: 3862.375977
	Iteration 50Q: 3 clusters Score -1.638617e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143773 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -16386212.000000 Penalty: 3862.375977
	Iteration 51Q: 3 clusters Score -1.638621e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143820 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -16386231.000000 Penalty: 3862.375977
	Iteration 52Q: 3 clusters Score -1.638623e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143858 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -16386241.000000 Penalty: 3862.375977
	Iteration 53Q: 3 clusters Score -1.638624e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143890 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -16386250.000000 Penalty: 3862.375977
	Iteration 54Q: 3 clusters Score -1.638625e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143930 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16386259.000000 Penalty: 3862.375977
	Iteration 55Q: 3 clusters Score -1.638626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143962 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -16386272.000000 Penalty: 3862.375977
	Iteration 56Q: 3 clusters Score -1.638627e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143985 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -16386268.000000 Penalty: 3862.375977
	Iteration 57Q: 3 clusters Score -1.638627e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144011 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -16386299.000000 Penalty: 3862.375977
	Iteration 58Q: 3 clusters Score -1.63863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144032 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -16386306.000000 Penalty: 3862.375977
	Iteration 59Q: 3 clusters Score -1.638631e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144051 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16386343.000000 Penalty: 3862.375977
	Iteration 60F: 3 clusters Score -1.638634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144068 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -16386328.000000 Penalty: 3862.375977
	Iteration 61Q: 3 clusters Score -1.638633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144077 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -16386318.000000 Penalty: 3862.375977
	Iteration 62Q: 3 clusters Score -1.638632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144087 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -16386342.000000 Penalty: 3862.375977
	Iteration 63Q: 3 clusters Score -1.638634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144103 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -16386356.000000 Penalty: 3862.375977
	Iteration 64Q: 3 clusters Score -1.638636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144118 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -16386350.000000 Penalty: 3862.375977
	Iteration 65Q: 3 clusters Score -1.638635e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144139 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -16386345.000000 Penalty: 3862.375977
	Iteration 66Q: 3 clusters Score -1.638634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144154 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -16386359.000000 Penalty: 3862.375977
	Iteration 67Q: 3 clusters Score -1.638636e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144169 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -16386368.000000 Penalty: 3862.375977
	Iteration 68Q: 3 clusters Score -1.638637e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144187 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -16386380.000000 Penalty: 3862.375977
	Iteration 69Q: 3 clusters Score -1.638638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144202 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -16386389.000000 Penalty: 3862.375977
	Iteration 70Q: 3 clusters Score -1.638639e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144213 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -16386401.000000 Penalty: 3862.375977
	Iteration 71Q: 3 clusters Score -1.63864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144221 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -16386399.000000 Penalty: 3862.375977
	Iteration 72Q: 3 clusters Score -1.63864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144230 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -16386410.000000 Penalty: 3862.375977
	Iteration 73Q: 3 clusters Score -1.638641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144239 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -16386422.000000 Penalty: 3862.375977
	Iteration 74Q: 3 clusters Score -1.638642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144249 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -16386427.000000 Penalty: 3862.375977
	Iteration 75Q: 3 clusters Score -1.638643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144253 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -16386428.000000 Penalty: 3862.375977
	Iteration 76Q: 3 clusters Score -1.638643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144255 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16386432.000000 Penalty: 3862.375977
	Iteration 77Q: 3 clusters Score -1.638643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144255 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -16386432.000000 Penalty: 3862.375977
	Iteration 78F: 3 clusters Score -1.638643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -431060.500000 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -431060.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -427834.312500 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -427834.3 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -428621.062500 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -428621.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -428769.968750 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -428770 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -428870.468750 Penalty: 2675.716064
	Iteration 3Q: 3 clusters Score -428870.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -428958.750000 Penalty: 2675.716064
	Iteration 4Q: 3 clusters Score -428958.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -429007.250000 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -429007.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -429047.875000 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -429047.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -429081.687500 Penalty: 2675.716064
	Iteration 7Q: 3 clusters Score -429081.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -429110.250000 Penalty: 2675.716064
	Iteration 8Q: 3 clusters Score -429110.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -429128.687500 Penalty: 2675.716064
	Iteration 9Q: 3 clusters Score -429128.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -429146.281250 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -429146.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -429170.687500 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -429170.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -429194.687500 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -429194.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -429219.062500 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -429219.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -429250.000000 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -429250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -429286.593750 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -429286.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -429325.375000 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -429325.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -429365.437500 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -429365.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -429407.562500 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -429407.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -429455.843750 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -429455.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -429503.312500 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -429503.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -429548.062500 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -429548.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -429591.843750 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -429591.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -429625.531250 Penalty: 2675.716064
	Iteration 23Q: 3 clusters Score -429625.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -429657.843750 Penalty: 2675.716064
	Iteration 24Q: 3 clusters Score -429657.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -429690.937500 Penalty: 2675.716064
	Iteration 25Q: 3 clusters Score -429690.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -429728.843750 Penalty: 2675.716064
	Iteration 26Q: 3 clusters Score -429728.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -429760.531250 Penalty: 2675.716064
	Iteration 27Q: 3 clusters Score -429760.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -429791.406250 Penalty: 2675.716064
	Iteration 28Q: 3 clusters Score -429791.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -429821.687500 Penalty: 2675.716064
	Iteration 29Q: 3 clusters Score -429821.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -429845.468750 Penalty: 2675.716064
	Iteration 30Q: 3 clusters Score -429845.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -429856.593750 Penalty: 2675.716064
	Iteration 31Q: 3 clusters Score -429856.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -429867.343750 Penalty: 2675.716064
	Iteration 32Q: 3 clusters Score -429867.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -429871.875000 Penalty: 2675.716064
	Iteration 33Q: 3 clusters Score -429871.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -429876.937500 Penalty: 2675.716064
	Iteration 34Q: 3 clusters Score -429876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -429878.625000 Penalty: 2675.716064
	Iteration 35Q: 3 clusters Score -429878.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -429879.625000 Penalty: 2675.716064
	Iteration 36Q: 3 clusters Score -429879.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -429879.625000 Penalty: 2675.716064
	Iteration 37F: 3 clusters Score -429879.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Entering Unmasked Estep 
Score: -1960791.750000 Penalty: 1580.072510
	Iteration 0F: 2 clusters Score -1960792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1949197.750000 Penalty: 3160.145020
	Iteration 0F: 3 clusters Score -1949198 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1953311.750000 Penalty: 3160.145020
	Iteration 1F: 3 clusters Score -1953312 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1953583.750000 Penalty: 3160.145020
	Iteration 2Q: 3 clusters Score -1953584 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1953841.750000 Penalty: 3160.145020
	Iteration 3Q: 3 clusters Score -1953842 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1954126.250000 Penalty: 3160.145020
	Iteration 4Q: 3 clusters Score -1954126 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1954497.125000 Penalty: 3160.145020
	Iteration 5Q: 3 clusters Score -1954497 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1955021.375000 Penalty: 3160.145020
	Iteration 6F: 3 clusters Score -1955021 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1955660.375000 Penalty: 3160.145020
	Iteration 7F: 3 clusters Score -1955660 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1956460.125000 Penalty: 3160.145020
	Iteration 8F: 3 clusters Score -1956460 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1957362.875000 Penalty: 3160.145020
	Iteration 9F: 3 clusters Score -1957363 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1958214.875000 Penalty: 3160.145020
	Iteration 10F: 3 clusters Score -1958215 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1958785.500000 Penalty: 3160.145020
	Iteration 11Q: 3 clusters Score -1958786 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1959094.875000 Penalty: 3160.145020
	Iteration 12Q: 3 clusters Score -1959095 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1959221.625000 Penalty: 3160.145020
	Iteration 13Q: 3 clusters Score -1959222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1959281.500000 Penalty: 3160.145020
	Iteration 14Q: 3 clusters Score -1959282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1959328.875000 Penalty: 3160.145020
	Iteration 15Q: 3 clusters Score -1959329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1959351.750000 Penalty: 3160.145020
	Iteration 16Q: 3 clusters Score -1959352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1959357.750000 Penalty: 3160.145020
	Iteration 17Q: 3 clusters Score -1959358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1959362.875000 Penalty: 3160.145020
	Iteration 18Q: 3 clusters Score -1959363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1959371.250000 Penalty: 3160.145020
	Iteration 19Q: 3 clusters Score -1959371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1959378.875000 Penalty: 3160.145020
	Iteration 20F: 3 clusters Score -1959379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1959386.500000 Penalty: 3160.145020
	Iteration 21Q: 3 clusters Score -1959386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1959390.375000 Penalty: 3160.145020
	Iteration 22Q: 3 clusters Score -1959390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1959391.500000 Penalty: 3160.145020
	Iteration 23Q: 3 clusters Score -1959392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1959391.500000 Penalty: 3160.145020
	Iteration 24F: 3 clusters Score -1959392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Entering Unmasked Estep 
Score: -2200560.750000 Penalty: 1599.132202
	Iteration 0F: 2 clusters Score -2200561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2187707.750000 Penalty: 3198.264404
	Iteration 0F: 3 clusters Score -2187708 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2192284.250000 Penalty: 3198.264404
	Iteration 1F: 3 clusters Score -2192284 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2192540.000000 Penalty: 3198.264404
	Iteration 2Q: 3 clusters Score -2192540 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2192809.000000 Penalty: 3198.264404
	Iteration 3Q: 3 clusters Score -2192809 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2193089.500000 Penalty: 3198.264404
	Iteration 4Q: 3 clusters Score -2193090 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2193491.250000 Penalty: 3198.264404
	Iteration 5Q: 3 clusters Score -2193491 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2194064.500000 Penalty: 3198.264404
	Iteration 6F: 3 clusters Score -2194064 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2194800.750000 Penalty: 3198.264404
	Iteration 7F: 3 clusters Score -2194801 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2195659.500000 Penalty: 3198.264404
	Iteration 8F: 3 clusters Score -2195660 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2196540.750000 Penalty: 3198.264404
	Iteration 9F: 3 clusters Score -2196541 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2197316.000000 Penalty: 3198.264404
	Iteration 10Q: 3 clusters Score -2197316 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2197883.000000 Penalty: 3198.264404
	Iteration 11Q: 3 clusters Score -2197883 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2198271.000000 Penalty: 3198.264404
	Iteration 12Q: 3 clusters Score -2198271 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2198584.250000 Penalty: 3198.264404
	Iteration 13Q: 3 clusters Score -2198584 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2198784.000000 Penalty: 3198.264404
	Iteration 14Q: 3 clusters Score -2198784 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2198900.250000 Penalty: 3198.264404
	Iteration 15Q: 3 clusters Score -2198900 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2198980.000000 Penalty: 3198.264404
	Iteration 16Q: 3 clusters Score -2198980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2199041.750000 Penalty: 3198.264404
	Iteration 17Q: 3 clusters Score -2199042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2199072.250000 Penalty: 3198.264404
	Iteration 18Q: 3 clusters Score -2199072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2199095.750000 Penalty: 3198.264404
	Iteration 19Q: 3 clusters Score -2199096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2199108.750000 Penalty: 3198.264404
	Iteration 20F: 3 clusters Score -2199109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2199125.500000 Penalty: 3198.264404
	Iteration 21Q: 3 clusters Score -2199126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2199134.500000 Penalty: 3198.264404
	Iteration 22Q: 3 clusters Score -2199134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2199140.250000 Penalty: 3198.264404
	Iteration 23Q: 3 clusters Score -2199140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2199145.750000 Penalty: 3198.264404
	Iteration 24Q: 3 clusters Score -2199146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2199145.250000 Penalty: 3198.264404
	Iteration 25Q: 3 clusters Score -2199145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2199145.250000 Penalty: 3198.264404
	Iteration 26F: 3 clusters Score -2199145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Entering Unmasked Estep 
Score: -1197019.750000 Penalty: 1504.531372
	Iteration 0F: 2 clusters Score -1197020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1189608.625000 Penalty: 3009.062744
	Iteration 0F: 3 clusters Score -1189609 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1192105.375000 Penalty: 3009.062744
	Iteration 1F: 3 clusters Score -1192105 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1192406.875000 Penalty: 3009.062744
	Iteration 2F: 3 clusters Score -1192407 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1192750.625000 Penalty: 3009.062744
	Iteration 3F: 3 clusters Score -1192751 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1193118.750000 Penalty: 3009.062744
	Iteration 4F: 3 clusters Score -1193119 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1193581.125000 Penalty: 3009.062744
	Iteration 5F: 3 clusters Score -1193581 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1194086.125000 Penalty: 3009.062744
	Iteration 6F: 3 clusters Score -1194086 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1194526.375000 Penalty: 3009.062744
	Iteration 7F: 3 clusters Score -1194526 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1194893.750000 Penalty: 3009.062744
	Iteration 8Q: 3 clusters Score -1194894 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1195178.500000 Penalty: 3009.062744
	Iteration 9Q: 3 clusters Score -1195178 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1195364.375000 Penalty: 3009.062744
	Iteration 10Q: 3 clusters Score -1195364 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1195495.625000 Penalty: 3009.062744
	Iteration 11Q: 3 clusters Score -1195496 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1195608.625000 Penalty: 3009.062744
	Iteration 12Q: 3 clusters Score -1195609 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1195700.375000 Penalty: 3009.062744
	Iteration 13Q: 3 clusters Score -1195700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1195751.750000 Penalty: 3009.062744
	Iteration 14Q: 3 clusters Score -1195752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1195784.125000 Penalty: 3009.062744
	Iteration 15Q: 3 clusters Score -1195784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1195807.250000 Penalty: 3009.062744
	Iteration 16Q: 3 clusters Score -1195807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1195821.125000 Penalty: 3009.062744
	Iteration 17Q: 3 clusters Score -1195821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1195825.125000 Penalty: 3009.062744
	Iteration 18Q: 3 clusters Score -1195825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1195831.625000 Penalty: 3009.062744
	Iteration 19Q: 3 clusters Score -1195832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1195840.500000 Penalty: 3009.062744
	Iteration 20F: 3 clusters Score -1195840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1195846.375000 Penalty: 3009.062744
	Iteration 21Q: 3 clusters Score -1195846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1195850.000000 Penalty: 3009.062744
	Iteration 22Q: 3 clusters Score -1195850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1195850.250000 Penalty: 3009.062744
	Iteration 23Q: 3 clusters Score -1195850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1195854.125000 Penalty: 3009.062744
	Iteration 24Q: 3 clusters Score -1195854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1195857.625000 Penalty: 3009.062744
	Iteration 25Q: 3 clusters Score -1195858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1195864.125000 Penalty: 3009.062744
	Iteration 26Q: 3 clusters Score -1195864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1195867.250000 Penalty: 3009.062744
	Iteration 27Q: 3 clusters Score -1195867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1195869.750000 Penalty: 3009.062744
	Iteration 28Q: 3 clusters Score -1195870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1195871.875000 Penalty: 3009.062744
	Iteration 29Q: 3 clusters Score -1195872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1195877.875000 Penalty: 3009.062744
	Iteration 30Q: 3 clusters Score -1195878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1195876.125000 Penalty: 3009.062744
	Iteration 31Q: 3 clusters Score -1195876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1195877.750000 Penalty: 3009.062744
	Iteration 32Q: 3 clusters Score -1195878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1195877.750000 Penalty: 3009.062744
	Iteration 33F: 3 clusters Score -1195878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Entering Unmasked Estep 
Score: -806551.250000 Penalty: 1434.915771
	Iteration 0F: 2 clusters Score -806551.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -801367.750000 Penalty: 2869.831543
	Iteration 0F: 3 clusters Score -801367.8 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -802913.437500 Penalty: 2869.831543
	Iteration 1F: 3 clusters Score -802913.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -803044.000000 Penalty: 2869.831543
	Iteration 2F: 3 clusters Score -803044 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -803128.625000 Penalty: 2869.831543
	Iteration 3Q: 3 clusters Score -803128.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -803190.250000 Penalty: 2869.831543
	Iteration 4Q: 3 clusters Score -803190.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -803247.625000 Penalty: 2869.831543
	Iteration 5Q: 3 clusters Score -803247.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -803293.625000 Penalty: 2869.831543
	Iteration 6Q: 3 clusters Score -803293.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -803338.500000 Penalty: 2869.831543
	Iteration 7Q: 3 clusters Score -803338.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -803375.875000 Penalty: 2869.831543
	Iteration 8Q: 3 clusters Score -803375.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -803408.125000 Penalty: 2869.831543
	Iteration 9Q: 3 clusters Score -803408.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -803449.062500 Penalty: 2869.831543
	Iteration 10Q: 3 clusters Score -803449.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -803490.187500 Penalty: 2869.831543
	Iteration 11Q: 3 clusters Score -803490.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -803542.250000 Penalty: 2869.831543
	Iteration 12Q: 3 clusters Score -803542.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -803607.000000 Penalty: 2869.831543
	Iteration 13Q: 3 clusters Score -803607 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -803677.312500 Penalty: 2869.831543
	Iteration 14Q: 3 clusters Score -803677.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -803767.625000 Penalty: 2869.831543
	Iteration 15Q: 3 clusters Score -803767.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -803888.937500 Penalty: 2869.831543
	Iteration 16Q: 3 clusters Score -803888.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -804056.562500 Penalty: 2869.831543
	Iteration 17Q: 3 clusters Score -804056.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -804245.937500 Penalty: 2869.831543
	Iteration 18Q: 3 clusters Score -804245.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -804463.437500 Penalty: 2869.831543
	Iteration 19Q: 3 clusters Score -804463.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -804696.187500 Penalty: 2869.831543
	Iteration 20F: 3 clusters Score -804696.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -804895.500000 Penalty: 2869.831543
	Iteration 21Q: 3 clusters Score -804895.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -805034.375000 Penalty: 2869.831543
	Iteration 22Q: 3 clusters Score -805034.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -805119.437500 Penalty: 2869.831543
	Iteration 23Q: 3 clusters Score -805119.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -805186.312500 Penalty: 2869.831543
	Iteration 24Q: 3 clusters Score -805186.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -805231.687500 Penalty: 2869.831543
	Iteration 25Q: 3 clusters Score -805231.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -805252.750000 Penalty: 2869.831543
	Iteration 26Q: 3 clusters Score -805252.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -805259.437500 Penalty: 2869.831543
	Iteration 27Q: 3 clusters Score -805259.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -805265.625000 Penalty: 2869.831543
	Iteration 28Q: 3 clusters Score -805265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -805269.375000 Penalty: 2869.831543
	Iteration 29Q: 3 clusters Score -805269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -805271.562500 Penalty: 2869.831543
	Iteration 30Q: 3 clusters Score -805271.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -805271.562500 Penalty: 2869.831543
	Iteration 31F: 3 clusters Score -805271.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Entering Unmasked Estep 
Score: -1455794.250000 Penalty: 1534.042358
	Iteration 0F: 2 clusters Score -1455794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1446908.875000 Penalty: 3068.084717
	Iteration 0F: 3 clusters Score -1446909 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1450058.250000 Penalty: 3068.084717
	Iteration 1F: 3 clusters Score -1450058 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1450369.250000 Penalty: 3068.084717
	Iteration 2F: 3 clusters Score -1450369 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1450619.125000 Penalty: 3068.084717
	Iteration 3F: 3 clusters Score -1450619 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1450878.500000 Penalty: 3068.084717
	Iteration 4Q: 3 clusters Score -1450878 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1451109.875000 Penalty: 3068.084717
	Iteration 5Q: 3 clusters Score -1451110 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1451373.250000 Penalty: 3068.084717
	Iteration 6Q: 3 clusters Score -1451373 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1451705.000000 Penalty: 3068.084717
	Iteration 7Q: 3 clusters Score -1451705 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1452107.250000 Penalty: 3068.084717
	Iteration 8Q: 3 clusters Score -1452107 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1452539.000000 Penalty: 3068.084717
	Iteration 9Q: 3 clusters Score -1452539 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1452968.125000 Penalty: 3068.084717
	Iteration 10Q: 3 clusters Score -1452968 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1453269.000000 Penalty: 3068.084717
	Iteration 11Q: 3 clusters Score -1453269 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1453413.125000 Penalty: 3068.084717
	Iteration 12Q: 3 clusters Score -1453413 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1453481.875000 Penalty: 3068.084717
	Iteration 13Q: 3 clusters Score -1453482 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1453522.250000 Penalty: 3068.084717
	Iteration 14Q: 3 clusters Score -1453522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1453541.000000 Penalty: 3068.084717
	Iteration 15Q: 3 clusters Score -1453541 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1453562.375000 Penalty: 3068.084717
	Iteration 16Q: 3 clusters Score -1453562 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1453591.750000 Penalty: 3068.084717
	Iteration 17Q: 3 clusters Score -1453592 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1453615.750000 Penalty: 3068.084717
	Iteration 18Q: 3 clusters Score -1453616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1453641.875000 Penalty: 3068.084717
	Iteration 19Q: 3 clusters Score -1453642 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1453652.750000 Penalty: 3068.084717
	Iteration 20F: 3 clusters Score -1453653 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1453666.375000 Penalty: 3068.084717
	Iteration 21Q: 3 clusters Score -1453666 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1453681.750000 Penalty: 3068.084717
	Iteration 22Q: 3 clusters Score -1453682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1453703.000000 Penalty: 3068.084717
	Iteration 23Q: 3 clusters Score -1453703 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1453722.375000 Penalty: 3068.084717
	Iteration 24Q: 3 clusters Score -1453722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1453742.250000 Penalty: 3068.084717
	Iteration 25Q: 3 clusters Score -1453742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1453758.750000 Penalty: 3068.084717
	Iteration 26Q: 3 clusters Score -1453759 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1453769.500000 Penalty: 3068.084717
	Iteration 27Q: 3 clusters Score -1453770 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1453783.250000 Penalty: 3068.084717
	Iteration 28Q: 3 clusters Score -1453783 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1453798.375000 Penalty: 3068.084717
	Iteration 29Q: 3 clusters Score -1453798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1453822.500000 Penalty: 3068.084717
	Iteration 30Q: 3 clusters Score -1453822 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1453843.750000 Penalty: 3068.084717
	Iteration 31Q: 3 clusters Score -1453844 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1453863.500000 Penalty: 3068.084717
	Iteration 32Q: 3 clusters Score -1453864 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1453883.375000 Penalty: 3068.084717
	Iteration 33Q: 3 clusters Score -1453883 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1453910.250000 Penalty: 3068.084717
	Iteration 34Q: 3 clusters Score -1453910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1453925.500000 Penalty: 3068.084717
	Iteration 35Q: 3 clusters Score -1453926 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1453948.125000 Penalty: 3068.084717
	Iteration 36Q: 3 clusters Score -1453948 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1453963.875000 Penalty: 3068.084717
	Iteration 37Q: 3 clusters Score -1453964 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1453979.750000 Penalty: 3068.084717
	Iteration 38Q: 3 clusters Score -1453980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1453995.125000 Penalty: 3068.084717
	Iteration 39Q: 3 clusters Score -1453995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1454007.750000 Penalty: 3068.084717
	Iteration 40F: 3 clusters Score -1454008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1454020.500000 Penalty: 3068.084717
	Iteration 41Q: 3 clusters Score -1454020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1454035.750000 Penalty: 3068.084717
	Iteration 42Q: 3 clusters Score -1454036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1454045.125000 Penalty: 3068.084717
	Iteration 43Q: 3 clusters Score -1454045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1454053.250000 Penalty: 3068.084717
	Iteration 44Q: 3 clusters Score -1454053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1454066.250000 Penalty: 3068.084717
	Iteration 45Q: 3 clusters Score -1454066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1454076.250000 Penalty: 3068.084717
	Iteration 46Q: 3 clusters Score -1454076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1454085.875000 Penalty: 3068.084717
	Iteration 47Q: 3 clusters Score -1454086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1454097.875000 Penalty: 3068.084717
	Iteration 48Q: 3 clusters Score -1454098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1454112.375000 Penalty: 3068.084717
	Iteration 49Q: 3 clusters Score -1454112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1454121.625000 Penalty: 3068.084717
	Iteration 50Q: 3 clusters Score -1454122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1454136.875000 Penalty: 3068.084717
	Iteration 51Q: 3 clusters Score -1454137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1454155.000000 Penalty: 3068.084717
	Iteration 52Q: 3 clusters Score -1454155 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1454167.750000 Penalty: 3068.084717
	Iteration 53Q: 3 clusters Score -1454168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1454183.125000 Penalty: 3068.084717
	Iteration 54Q: 3 clusters Score -1454183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1454190.875000 Penalty: 3068.084717
	Iteration 55Q: 3 clusters Score -1454191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1454207.500000 Penalty: 3068.084717
	Iteration 56Q: 3 clusters Score -1454208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1454221.750000 Penalty: 3068.084717
	Iteration 57Q: 3 clusters Score -1454222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1454238.250000 Penalty: 3068.084717
	Iteration 58Q: 3 clusters Score -1454238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1454256.125000 Penalty: 3068.084717
	Iteration 59Q: 3 clusters Score -1454256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1454274.750000 Penalty: 3068.084717
	Iteration 60F: 3 clusters Score -1454275 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1454294.125000 Penalty: 3068.084717
	Iteration 61Q: 3 clusters Score -1454294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1454307.750000 Penalty: 3068.084717
	Iteration 62Q: 3 clusters Score -1454308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1454326.000000 Penalty: 3068.084717
	Iteration 63Q: 3 clusters Score -1454326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1454343.500000 Penalty: 3068.084717
	Iteration 64Q: 3 clusters Score -1454344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1454366.500000 Penalty: 3068.084717
	Iteration 65Q: 3 clusters Score -1454366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1454389.500000 Penalty: 3068.084717
	Iteration 66Q: 3 clusters Score -1454390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1454406.250000 Penalty: 3068.084717
	Iteration 67Q: 3 clusters Score -1454406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1454434.125000 Penalty: 3068.084717
	Iteration 68Q: 3 clusters Score -1454434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1454458.500000 Penalty: 3068.084717
	Iteration 69Q: 3 clusters Score -1454458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1454472.125000 Penalty: 3068.084717
	Iteration 70Q: 3 clusters Score -1454472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1454488.000000 Penalty: 3068.084717
	Iteration 71Q: 3 clusters Score -1454488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1454501.625000 Penalty: 3068.084717
	Iteration 72Q: 3 clusters Score -1454502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1454513.375000 Penalty: 3068.084717
	Iteration 73Q: 3 clusters Score -1454513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1454523.375000 Penalty: 3068.084717
	Iteration 74Q: 3 clusters Score -1454523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1454527.875000 Penalty: 3068.084717
	Iteration 75Q: 3 clusters Score -1454528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1454533.375000 Penalty: 3068.084717
	Iteration 76Q: 3 clusters Score -1454533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1454537.250000 Penalty: 3068.084717
	Iteration 77Q: 3 clusters Score -1454537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1454542.375000 Penalty: 3068.084717
	Iteration 78Q: 3 clusters Score -1454542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1454544.750000 Penalty: 3068.084717
	Iteration 79Q: 3 clusters Score -1454545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1454544.500000 Penalty: 3068.084717
	Iteration 80F: 3 clusters Score -1454544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1454545.750000 Penalty: 3068.084717
	Iteration 81Q: 3 clusters Score -1454546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1454548.000000 Penalty: 3068.084717
	Iteration 82Q: 3 clusters Score -1454548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1454549.750000 Penalty: 3068.084717
	Iteration 83Q: 3 clusters Score -1454550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1454549.875000 Penalty: 3068.084717
	Iteration 84Q: 3 clusters Score -1454550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1454548.625000 Penalty: 3068.084717
	Iteration 85Q: 3 clusters Score -1454549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1454548.625000 Penalty: 3068.084717
	Iteration 86F: 3 clusters Score -1454549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (145599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145599 members 
Entering Unmasked Estep 
Score: -16520043.000000 Penalty: 1931.899414
	Iteration 0F: 2 clusters Score -1.652004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72925 members 
Mstep: Class 2 contains 72674 members 
Entering Unmasked Estep 
Score: -16424509.000000 Penalty: 3863.798828
	Iteration 0F: 3 clusters Score -1.642451e+07 nChanged 69964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 69848 members 
Entering Unmasked Estep 
Score: -16465450.000000 Penalty: 3863.798828
	Iteration 1F: 3 clusters Score -1.646545e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77582 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -16466686.000000 Penalty: 3863.798828
	Iteration 2Q: 3 clusters Score -1.646669e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80274 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -16468540.000000 Penalty: 3863.798828
	Iteration 3Q: 3 clusters Score -1.646854e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -16471717.000000 Penalty: 3863.798828
	Iteration 4Q: 3 clusters Score -1.647172e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89888 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -16477253.000000 Penalty: 3863.798828
	Iteration 5F: 3 clusters Score -1.647725e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97128 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -16485772.000000 Penalty: 3863.798828
	Iteration 6F: 3 clusters Score -1.648577e+07 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104645 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -16496885.000000 Penalty: 3863.798828
	Iteration 7F: 3 clusters Score -1.649688e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109906 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -16505897.000000 Penalty: 3863.798828
	Iteration 8F: 3 clusters Score -1.65059e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112875 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -16509512.000000 Penalty: 3863.798828
	Iteration 9Q: 3 clusters Score -1.650951e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115101 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -16510978.000000 Penalty: 3863.798828
	Iteration 10Q: 3 clusters Score -1.651098e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117171 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -16512035.000000 Penalty: 3863.798828
	Iteration 11Q: 3 clusters Score -1.651204e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119117 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -16512814.000000 Penalty: 3863.798828
	Iteration 12Q: 3 clusters Score -1.651281e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120924 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -16513416.000000 Penalty: 3863.798828
	Iteration 13Q: 3 clusters Score -1.651342e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122598 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -16513890.000000 Penalty: 3863.798828
	Iteration 14Q: 3 clusters Score -1.651389e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124157 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -16514343.000000 Penalty: 3863.798828
	Iteration 15Q: 3 clusters Score -1.651434e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125608 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -16514757.000000 Penalty: 3863.798828
	Iteration 16Q: 3 clusters Score -1.651476e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126952 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -16515194.000000 Penalty: 3863.798828
	Iteration 17Q: 3 clusters Score -1.651519e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128194 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -16515521.000000 Penalty: 3863.798828
	Iteration 18Q: 3 clusters Score -1.651552e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129351 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -16515747.000000 Penalty: 3863.798828
	Iteration 19Q: 3 clusters Score -1.651575e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130408 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -16515993.000000 Penalty: 3863.798828
	Iteration 20F: 3 clusters Score -1.651599e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131355 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -16516189.000000 Penalty: 3863.798828
	Iteration 21Q: 3 clusters Score -1.651619e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132185 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -16516302.000000 Penalty: 3863.798828
	Iteration 22Q: 3 clusters Score -1.65163e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132965 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -16516382.000000 Penalty: 3863.798828
	Iteration 23Q: 3 clusters Score -1.651638e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133690 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -16516584.000000 Penalty: 3863.798828
	Iteration 24Q: 3 clusters Score -1.651658e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134349 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -16516690.000000 Penalty: 3863.798828
	Iteration 25Q: 3 clusters Score -1.651669e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134949 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -16516780.000000 Penalty: 3863.798828
	Iteration 26Q: 3 clusters Score -1.651678e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135512 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -16516844.000000 Penalty: 3863.798828
	Iteration 27Q: 3 clusters Score -1.651684e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136085 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -16516869.000000 Penalty: 3863.798828
	Iteration 28Q: 3 clusters Score -1.651687e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136646 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -16516941.000000 Penalty: 3863.798828
	Iteration 29Q: 3 clusters Score -1.651694e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137146 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -16517071.000000 Penalty: 3863.798828
	Iteration 30Q: 3 clusters Score -1.651707e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137605 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -16517167.000000 Penalty: 3863.798828
	Iteration 31Q: 3 clusters Score -1.651717e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138023 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -16517215.000000 Penalty: 3863.798828
	Iteration 32Q: 3 clusters Score -1.651722e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138429 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -16517320.000000 Penalty: 3863.798828
	Iteration 33Q: 3 clusters Score -1.651732e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138795 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -16517353.000000 Penalty: 3863.798828
	Iteration 34Q: 3 clusters Score -1.651735e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139149 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -16517447.000000 Penalty: 3863.798828
	Iteration 35Q: 3 clusters Score -1.651745e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139470 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -16517527.000000 Penalty: 3863.798828
	Iteration 36Q: 3 clusters Score -1.651753e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139778 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -16517567.000000 Penalty: 3863.798828
	Iteration 37Q: 3 clusters Score -1.651757e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140064 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -16517634.000000 Penalty: 3863.798828
	Iteration 38Q: 3 clusters Score -1.651763e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140369 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -16517669.000000 Penalty: 3863.798828
	Iteration 39Q: 3 clusters Score -1.651767e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140630 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -16517732.000000 Penalty: 3863.798828
	Iteration 40F: 3 clusters Score -1.651773e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -16517821.000000 Penalty: 3863.798828
	Iteration 41Q: 3 clusters Score -1.651782e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141125 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -16517846.000000 Penalty: 3863.798828
	Iteration 42Q: 3 clusters Score -1.651785e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141354 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -16517881.000000 Penalty: 3863.798828
	Iteration 43Q: 3 clusters Score -1.651788e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141589 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -16517932.000000 Penalty: 3863.798828
	Iteration 44Q: 3 clusters Score -1.651793e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141803 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -16517927.000000 Penalty: 3863.798828
	Iteration 45Q: 3 clusters Score -1.651793e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141998 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -16517941.000000 Penalty: 3863.798828
	Iteration 46Q: 3 clusters Score -1.651794e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142170 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -16517961.000000 Penalty: 3863.798828
	Iteration 47Q: 3 clusters Score -1.651796e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142338 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -16518010.000000 Penalty: 3863.798828
	Iteration 48Q: 3 clusters Score -1.651801e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142514 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -16518077.000000 Penalty: 3863.798828
	Iteration 49Q: 3 clusters Score -1.651808e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142669 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -16518078.000000 Penalty: 3863.798828
	Iteration 50Q: 3 clusters Score -1.651808e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142785 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -16518104.000000 Penalty: 3863.798828
	Iteration 51Q: 3 clusters Score -1.65181e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142907 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -16518149.000000 Penalty: 3863.798828
	Iteration 52Q: 3 clusters Score -1.651815e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143036 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -16518155.000000 Penalty: 3863.798828
	Iteration 53Q: 3 clusters Score -1.651816e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143156 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -16518165.000000 Penalty: 3863.798828
	Iteration 54Q: 3 clusters Score -1.651816e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143261 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -16518183.000000 Penalty: 3863.798828
	Iteration 55Q: 3 clusters Score -1.651818e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143349 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -16518207.000000 Penalty: 3863.798828
	Iteration 56Q: 3 clusters Score -1.651821e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143456 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -16518265.000000 Penalty: 3863.798828
	Iteration 57Q: 3 clusters Score -1.651826e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143545 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -16518256.000000 Penalty: 3863.798828
	Iteration 58Q: 3 clusters Score -1.651826e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143626 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -16518264.000000 Penalty: 3863.798828
	Iteration 59Q: 3 clusters Score -1.651826e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143705 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -16518298.000000 Penalty: 3863.798828
	Iteration 60F: 3 clusters Score -1.65183e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143783 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -16518310.000000 Penalty: 3863.798828
	Iteration 61Q: 3 clusters Score -1.651831e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143858 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -16518344.000000 Penalty: 3863.798828
	Iteration 62Q: 3 clusters Score -1.651834e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143937 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -16518349.000000 Penalty: 3863.798828
	Iteration 63Q: 3 clusters Score -1.651835e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144008 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -16518356.000000 Penalty: 3863.798828
	Iteration 64Q: 3 clusters Score -1.651836e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144079 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -16518419.000000 Penalty: 3863.798828
	Iteration 65Q: 3 clusters Score -1.651842e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144143 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -16518452.000000 Penalty: 3863.798828
	Iteration 66Q: 3 clusters Score -1.651845e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144200 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -16518443.000000 Penalty: 3863.798828
	Iteration 67Q: 3 clusters Score -1.651844e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144258 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -16518454.000000 Penalty: 3863.798828
	Iteration 68Q: 3 clusters Score -1.651845e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144306 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -16518465.000000 Penalty: 3863.798828
	Iteration 69Q: 3 clusters Score -1.651846e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144354 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -16518459.000000 Penalty: 3863.798828
	Iteration 70Q: 3 clusters Score -1.651846e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144397 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -16518481.000000 Penalty: 3863.798828
	Iteration 71Q: 3 clusters Score -1.651848e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144433 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -16518494.000000 Penalty: 3863.798828
	Iteration 72Q: 3 clusters Score -1.651849e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144467 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -16518485.000000 Penalty: 3863.798828
	Iteration 73Q: 3 clusters Score -1.651848e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144498 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -16518475.000000 Penalty: 3863.798828
	Iteration 74Q: 3 clusters Score -1.651848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144522 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -16518490.000000 Penalty: 3863.798828
	Iteration 75Q: 3 clusters Score -1.651849e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144549 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -16518495.000000 Penalty: 3863.798828
	Iteration 76Q: 3 clusters Score -1.65185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144573 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -16518505.000000 Penalty: 3863.798828
	Iteration 77Q: 3 clusters Score -1.65185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144596 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -16518514.000000 Penalty: 3863.798828
	Iteration 78Q: 3 clusters Score -1.651851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144624 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -16518516.000000 Penalty: 3863.798828
	Iteration 79Q: 3 clusters Score -1.651852e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144650 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -16518511.000000 Penalty: 3863.798828
	Iteration 80F: 3 clusters Score -1.651851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144674 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -16518530.000000 Penalty: 3863.798828
	Iteration 81Q: 3 clusters Score -1.651853e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144691 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -16518525.000000 Penalty: 3863.798828
	Iteration 82Q: 3 clusters Score -1.651852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144705 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -16518516.000000 Penalty: 3863.798828
	Iteration 83Q: 3 clusters Score -1.651852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144724 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -16518545.000000 Penalty: 3863.798828
	Iteration 84Q: 3 clusters Score -1.651854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144736 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -16518532.000000 Penalty: 3863.798828
	Iteration 85Q: 3 clusters Score -1.651853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144748 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -16518535.000000 Penalty: 3863.798828
	Iteration 86Q: 3 clusters Score -1.651854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144761 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -16518534.000000 Penalty: 3863.798828
	Iteration 87Q: 3 clusters Score -1.651853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144765 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -16518539.000000 Penalty: 3863.798828
	Iteration 88Q: 3 clusters Score -1.651854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144770 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -16518540.000000 Penalty: 3863.798828
	Iteration 89Q: 3 clusters Score -1.651854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144779 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16518531.000000 Penalty: 3863.798828
	Iteration 90Q: 3 clusters Score -1.651853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144790 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -16518536.000000 Penalty: 3863.798828
	Iteration 91Q: 3 clusters Score -1.651854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144794 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -16518532.000000 Penalty: 3863.798828
	Iteration 92Q: 3 clusters Score -1.651853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144799 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -16518539.000000 Penalty: 3863.798828
	Iteration 93Q: 3 clusters Score -1.651854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144802 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -16518531.000000 Penalty: 3863.798828
	Iteration 94Q: 3 clusters Score -1.651853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144806 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -16518548.000000 Penalty: 3863.798828
	Iteration 95Q: 3 clusters Score -1.651855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144812 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -16518549.000000 Penalty: 3863.798828
	Iteration 96Q: 3 clusters Score -1.651855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144818 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -16518533.000000 Penalty: 3863.798828
	Iteration 97Q: 3 clusters Score -1.651853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144826 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -16518535.000000 Penalty: 3863.798828
	Iteration 98Q: 3 clusters Score -1.651854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144834 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -16518550.000000 Penalty: 3863.798828
	Iteration 99Q: 3 clusters Score -1.651855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144843 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -16518555.000000 Penalty: 3863.798828
	Iteration 100F: 3 clusters Score -1.651856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144847 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -16518562.000000 Penalty: 3863.798828
	Iteration 101Q: 3 clusters Score -1.651856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144853 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -16518563.000000 Penalty: 3863.798828
	Iteration 102Q: 3 clusters Score -1.651856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144857 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -16518564.000000 Penalty: 3863.798828
	Iteration 103Q: 3 clusters Score -1.651856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144861 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -16518559.000000 Penalty: 3863.798828
	Iteration 104Q: 3 clusters Score -1.651856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144867 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -16518552.000000 Penalty: 3863.798828
	Iteration 105Q: 3 clusters Score -1.651855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144870 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -16518556.000000 Penalty: 3863.798828
	Iteration 106Q: 3 clusters Score -1.651856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144871 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -16518548.000000 Penalty: 3863.798828
	Iteration 107Q: 3 clusters Score -1.651855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144871 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -16518548.000000 Penalty: 3863.798828
	Iteration 108F: 3 clusters Score -1.651855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Entering Unmasked Estep 
Score: -422380.843750 Penalty: 1336.557251
	Iteration 0F: 2 clusters Score -422380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -419233.937500 Penalty: 2673.114502
	Iteration 0F: 3 clusters Score -419233.9 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -420036.156250 Penalty: 2673.114502
	Iteration 1F: 3 clusters Score -420036.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -420308.156250 Penalty: 2673.114502
	Iteration 2F: 3 clusters Score -420308.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -420576.187500 Penalty: 2673.114502
	Iteration 3F: 3 clusters Score -420576.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -420843.781250 Penalty: 2673.114502
	Iteration 4F: 3 clusters Score -420843.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -421121.812500 Penalty: 2673.114502
	Iteration 5F: 3 clusters Score -421121.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -421328.843750 Penalty: 2673.114502
	Iteration 6F: 3 clusters Score -421328.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -421443.625000 Penalty: 2673.114502
	Iteration 7Q: 3 clusters Score -421443.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -421514.281250 Penalty: 2673.114502
	Iteration 8Q: 3 clusters Score -421514.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -421559.343750 Penalty: 2673.114502
	Iteration 9Q: 3 clusters Score -421559.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -421588.968750 Penalty: 2673.114502
	Iteration 10Q: 3 clusters Score -421589 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -421618.593750 Penalty: 2673.114502
	Iteration 11Q: 3 clusters Score -421618.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -421638.343750 Penalty: 2673.114502
	Iteration 12Q: 3 clusters Score -421638.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -421656.375000 Penalty: 2673.114502
	Iteration 13Q: 3 clusters Score -421656.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -421673.093750 Penalty: 2673.114502
	Iteration 14Q: 3 clusters Score -421673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -421679.000000 Penalty: 2673.114502
	Iteration 15Q: 3 clusters Score -421679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -421690.718750 Penalty: 2673.114502
	Iteration 16Q: 3 clusters Score -421690.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -421699.062500 Penalty: 2673.114502
	Iteration 17Q: 3 clusters Score -421699.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -421703.093750 Penalty: 2673.114502
	Iteration 18Q: 3 clusters Score -421703.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -421708.093750 Penalty: 2673.114502
	Iteration 19Q: 3 clusters Score -421708.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -421710.031250 Penalty: 2673.114502
	Iteration 20F: 3 clusters Score -421710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -421710.531250 Penalty: 2673.114502
	Iteration 21Q: 3 clusters Score -421710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -421710.687500 Penalty: 2673.114502
	Iteration 22Q: 3 clusters Score -421710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -421712.031250 Penalty: 2673.114502
	Iteration 23Q: 3 clusters Score -421712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -421713.343750 Penalty: 2673.114502
	Iteration 24Q: 3 clusters Score -421713.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -421715.875000 Penalty: 2673.114502
	Iteration 25Q: 3 clusters Score -421715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -421719.156250 Penalty: 2673.114502
	Iteration 26Q: 3 clusters Score -421719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -421721.343750 Penalty: 2673.114502
	Iteration 27Q: 3 clusters Score -421721.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -421721.343750 Penalty: 2673.114502
	Iteration 28F: 3 clusters Score -421721.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Entering Unmasked Estep 
Score: -643477.500000 Penalty: 1401.587036
	Iteration 0F: 2 clusters Score -643477.5 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 2796 members 
Entering Unmasked Estep 
Score: -639139.000000 Penalty: 2803.174072
	Iteration 0F: 3 clusters Score -639139 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -640357.875000 Penalty: 2803.174072
	Iteration 1F: 3 clusters Score -640357.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -640563.562500 Penalty: 2803.174072
	Iteration 2F: 3 clusters Score -640563.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -640699.562500 Penalty: 2803.174072
	Iteration 3F: 3 clusters Score -640699.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -640789.062500 Penalty: 2803.174072
	Iteration 4Q: 3 clusters Score -640789.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -640860.375000 Penalty: 2803.174072
	Iteration 5Q: 3 clusters Score -640860.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -640923.250000 Penalty: 2803.174072
	Iteration 6Q: 3 clusters Score -640923.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -640990.500000 Penalty: 2803.174072
	Iteration 7Q: 3 clusters Score -640990.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -641066.187500 Penalty: 2803.174072
	Iteration 8Q: 3 clusters Score -641066.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -641128.000000 Penalty: 2803.174072
	Iteration 9Q: 3 clusters Score -641128 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -641183.562500 Penalty: 2803.174072
	Iteration 10Q: 3 clusters Score -641183.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -641232.687500 Penalty: 2803.174072
	Iteration 11Q: 3 clusters Score -641232.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -641276.375000 Penalty: 2803.174072
	Iteration 12Q: 3 clusters Score -641276.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -641330.375000 Penalty: 2803.174072
	Iteration 13Q: 3 clusters Score -641330.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -641394.562500 Penalty: 2803.174072
	Iteration 14Q: 3 clusters Score -641394.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -641491.187500 Penalty: 2803.174072
	Iteration 15Q: 3 clusters Score -641491.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -641606.812500 Penalty: 2803.174072
	Iteration 16Q: 3 clusters Score -641606.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -641725.062500 Penalty: 2803.174072
	Iteration 17Q: 3 clusters Score -641725.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -641825.187500 Penalty: 2803.174072
	Iteration 18Q: 3 clusters Score -641825.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -641915.000000 Penalty: 2803.174072
	Iteration 19Q: 3 clusters Score -641915 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -641998.875000 Penalty: 2803.174072
	Iteration 20F: 3 clusters Score -641998.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -642069.875000 Penalty: 2803.174072
	Iteration 21Q: 3 clusters Score -642069.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -642106.312500 Penalty: 2803.174072
	Iteration 22Q: 3 clusters Score -642106.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -642147.437500 Penalty: 2803.174072
	Iteration 23Q: 3 clusters Score -642147.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -642184.625000 Penalty: 2803.174072
	Iteration 24Q: 3 clusters Score -642184.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -642208.000000 Penalty: 2803.174072
	Iteration 25Q: 3 clusters Score -642208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -642223.125000 Penalty: 2803.174072
	Iteration 26Q: 3 clusters Score -642223.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -642231.125000 Penalty: 2803.174072
	Iteration 27Q: 3 clusters Score -642231.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -642236.812500 Penalty: 2803.174072
	Iteration 28Q: 3 clusters Score -642236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -642241.812500 Penalty: 2803.174072
	Iteration 29Q: 3 clusters Score -642241.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -642249.250000 Penalty: 2803.174072
	Iteration 30Q: 3 clusters Score -642249.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -642255.500000 Penalty: 2803.174072
	Iteration 31Q: 3 clusters Score -642255.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -642258.312500 Penalty: 2803.174072
	Iteration 32Q: 3 clusters Score -642258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -642259.375000 Penalty: 2803.174072
	Iteration 33Q: 3 clusters Score -642259.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -642262.000000 Penalty: 2803.174072
	Iteration 34Q: 3 clusters Score -642262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -642262.125000 Penalty: 2803.174072
	Iteration 35Q: 3 clusters Score -642262.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -642262.562500 Penalty: 2803.174072
	Iteration 36Q: 3 clusters Score -642262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -642262.312500 Penalty: 2803.174072
	Iteration 37Q: 3 clusters Score -642262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -642263.000000 Penalty: 2803.174072
	Iteration 38Q: 3 clusters Score -642263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -642265.375000 Penalty: 2803.174072
	Iteration 39Q: 3 clusters Score -642265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -642268.250000 Penalty: 2803.174072
	Iteration 40F: 3 clusters Score -642268.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -642273.437500 Penalty: 2803.174072
	Iteration 41Q: 3 clusters Score -642273.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -642278.187500 Penalty: 2803.174072
	Iteration 42Q: 3 clusters Score -642278.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -642283.875000 Penalty: 2803.174072
	Iteration 43Q: 3 clusters Score -642283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -642288.750000 Penalty: 2803.174072
	Iteration 44Q: 3 clusters Score -642288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -642294.312500 Penalty: 2803.174072
	Iteration 45Q: 3 clusters Score -642294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -642298.250000 Penalty: 2803.174072
	Iteration 46Q: 3 clusters Score -642298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -642299.062500 Penalty: 2803.174072
	Iteration 47Q: 3 clusters Score -642299.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -642300.562500 Penalty: 2803.174072
	Iteration 48Q: 3 clusters Score -642300.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -642300.562500 Penalty: 2803.174072
	Iteration 49F: 3 clusters Score -642300.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -444612.218750 Penalty: 1340.725708
	Iteration 0F: 2 clusters Score -444612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -441365.187500 Penalty: 2681.451416
	Iteration 0F: 3 clusters Score -441365.2 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -442227.500000 Penalty: 2681.451416
	Iteration 1F: 3 clusters Score -442227.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -442367.500000 Penalty: 2681.451416
	Iteration 2F: 3 clusters Score -442367.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -442441.843750 Penalty: 2681.451416
	Iteration 3Q: 3 clusters Score -442441.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -442496.156250 Penalty: 2681.451416
	Iteration 4Q: 3 clusters Score -442496.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -442538.437500 Penalty: 2681.451416
	Iteration 5Q: 3 clusters Score -442538.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -442568.500000 Penalty: 2681.451416
	Iteration 6Q: 3 clusters Score -442568.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -442592.312500 Penalty: 2681.451416
	Iteration 7Q: 3 clusters Score -442592.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -442615.531250 Penalty: 2681.451416
	Iteration 8Q: 3 clusters Score -442615.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -442640.562500 Penalty: 2681.451416
	Iteration 9Q: 3 clusters Score -442640.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -442662.031250 Penalty: 2681.451416
	Iteration 10Q: 3 clusters Score -442662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -442675.562500 Penalty: 2681.451416
	Iteration 11Q: 3 clusters Score -442675.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -442689.968750 Penalty: 2681.451416
	Iteration 12Q: 3 clusters Score -442690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -442707.656250 Penalty: 2681.451416
	Iteration 13Q: 3 clusters Score -442707.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -442723.562500 Penalty: 2681.451416
	Iteration 14Q: 3 clusters Score -442723.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -442736.031250 Penalty: 2681.451416
	Iteration 15Q: 3 clusters Score -442736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -442747.687500 Penalty: 2681.451416
	Iteration 16Q: 3 clusters Score -442747.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -442758.781250 Penalty: 2681.451416
	Iteration 17Q: 3 clusters Score -442758.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -442768.437500 Penalty: 2681.451416
	Iteration 18Q: 3 clusters Score -442768.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -442781.187500 Penalty: 2681.451416
	Iteration 19Q: 3 clusters Score -442781.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -442797.406250 Penalty: 2681.451416
	Iteration 20F: 3 clusters Score -442797.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -442814.687500 Penalty: 2681.451416
	Iteration 21Q: 3 clusters Score -442814.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -442832.218750 Penalty: 2681.451416
	Iteration 22Q: 3 clusters Score -442832.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -442848.906250 Penalty: 2681.451416
	Iteration 23Q: 3 clusters Score -442848.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -442868.562500 Penalty: 2681.451416
	Iteration 24Q: 3 clusters Score -442868.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -442889.687500 Penalty: 2681.451416
	Iteration 25Q: 3 clusters Score -442889.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -442914.437500 Penalty: 2681.451416
	Iteration 26Q: 3 clusters Score -442914.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -442938.718750 Penalty: 2681.451416
	Iteration 27Q: 3 clusters Score -442938.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -442966.718750 Penalty: 2681.451416
	Iteration 28Q: 3 clusters Score -442966.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -442982.281250 Penalty: 2681.451416
	Iteration 29Q: 3 clusters Score -442982.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -443003.937500 Penalty: 2681.451416
	Iteration 30Q: 3 clusters Score -443003.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -443029.406250 Penalty: 2681.451416
	Iteration 31Q: 3 clusters Score -443029.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -443054.687500 Penalty: 2681.451416
	Iteration 32Q: 3 clusters Score -443054.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -443078.937500 Penalty: 2681.451416
	Iteration 33Q: 3 clusters Score -443078.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -443108.031250 Penalty: 2681.451416
	Iteration 34Q: 3 clusters Score -443108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -443137.937500 Penalty: 2681.451416
	Iteration 35Q: 3 clusters Score -443137.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -443171.875000 Penalty: 2681.451416
	Iteration 36Q: 3 clusters Score -443171.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -443199.031250 Penalty: 2681.451416
	Iteration 37Q: 3 clusters Score -443199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -443217.718750 Penalty: 2681.451416
	Iteration 38Q: 3 clusters Score -443217.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -443234.218750 Penalty: 2681.451416
	Iteration 39Q: 3 clusters Score -443234.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -443247.031250 Penalty: 2681.451416
	Iteration 40F: 3 clusters Score -443247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -443258.468750 Penalty: 2681.451416
	Iteration 41Q: 3 clusters Score -443258.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -443270.937500 Penalty: 2681.451416
	Iteration 42Q: 3 clusters Score -443270.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -443292.906250 Penalty: 2681.451416
	Iteration 43Q: 3 clusters Score -443292.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -443314.718750 Penalty: 2681.451416
	Iteration 44Q: 3 clusters Score -443314.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -443342.281250 Penalty: 2681.451416
	Iteration 45Q: 3 clusters Score -443342.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -443358.531250 Penalty: 2681.451416
	Iteration 46Q: 3 clusters Score -443358.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -443369.937500 Penalty: 2681.451416
	Iteration 47Q: 3 clusters Score -443369.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -443379.500000 Penalty: 2681.451416
	Iteration 48Q: 3 clusters Score -443379.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -443384.656250 Penalty: 2681.451416
	Iteration 49Q: 3 clusters Score -443384.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -443386.625000 Penalty: 2681.451416
	Iteration 50Q: 3 clusters Score -443386.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -443391.187500 Penalty: 2681.451416
	Iteration 51Q: 3 clusters Score -443391.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -443395.125000 Penalty: 2681.451416
	Iteration 52Q: 3 clusters Score -443395.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -443400.250000 Penalty: 2681.451416
	Iteration 53Q: 3 clusters Score -443400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -443402.062500 Penalty: 2681.451416
	Iteration 54Q: 3 clusters Score -443402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -443403.500000 Penalty: 2681.451416
	Iteration 55Q: 3 clusters Score -443403.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -443405.406250 Penalty: 2681.451416
	Iteration 56Q: 3 clusters Score -443405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -443406.125000 Penalty: 2681.451416
	Iteration 57Q: 3 clusters Score -443406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -443406.125000 Penalty: 2681.451416
	Iteration 58F: 3 clusters Score -443406.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Entering Unmasked Estep 
Score: -1493525.625000 Penalty: 1537.630737
	Iteration 0F: 2 clusters Score -1493526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1484535.125000 Penalty: 3075.261475
	Iteration 0F: 3 clusters Score -1484535 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1487981.625000 Penalty: 3075.261475
	Iteration 1F: 3 clusters Score -1487982 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1488738.000000 Penalty: 3075.261475
	Iteration 2F: 3 clusters Score -1488738 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1489657.875000 Penalty: 3075.261475
	Iteration 3F: 3 clusters Score -1489658 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1490607.750000 Penalty: 3075.261475
	Iteration 4F: 3 clusters Score -1490608 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1491508.500000 Penalty: 3075.261475
	Iteration 5F: 3 clusters Score -1491508 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1492207.000000 Penalty: 3075.261475
	Iteration 6F: 3 clusters Score -1492207 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1492603.125000 Penalty: 3075.261475
	Iteration 7Q: 3 clusters Score -1492603 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1492764.250000 Penalty: 3075.261475
	Iteration 8Q: 3 clusters Score -1492764 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1492814.875000 Penalty: 3075.261475
	Iteration 9Q: 3 clusters Score -1492815 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1492840.000000 Penalty: 3075.261475
	Iteration 10Q: 3 clusters Score -1492840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1492856.375000 Penalty: 3075.261475
	Iteration 11Q: 3 clusters Score -1492856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1492870.375000 Penalty: 3075.261475
	Iteration 12Q: 3 clusters Score -1492870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1492879.250000 Penalty: 3075.261475
	Iteration 13Q: 3 clusters Score -1492879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1492884.125000 Penalty: 3075.261475
	Iteration 14Q: 3 clusters Score -1492884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1492887.500000 Penalty: 3075.261475
	Iteration 15Q: 3 clusters Score -1492888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1492893.250000 Penalty: 3075.261475
	Iteration 16Q: 3 clusters Score -1492893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1492892.125000 Penalty: 3075.261475
	Iteration 17Q: 3 clusters Score -1492892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1492896.875000 Penalty: 3075.261475
	Iteration 18Q: 3 clusters Score -1492897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1492898.875000 Penalty: 3075.261475
	Iteration 19Q: 3 clusters Score -1492899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1492905.375000 Penalty: 3075.261475
	Iteration 20F: 3 clusters Score -1492905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1492905.000000 Penalty: 3075.261475
	Iteration 21Q: 3 clusters Score -1492905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1492905.125000 Penalty: 3075.261475
	Iteration 22Q: 3 clusters Score -1492905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1492904.625000 Penalty: 3075.261475
	Iteration 23Q: 3 clusters Score -1492905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1492901.750000 Penalty: 3075.261475
	Iteration 24Q: 3 clusters Score -1492902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1492904.875000 Penalty: 3075.261475
	Iteration 25Q: 3 clusters Score -1492905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1492903.625000 Penalty: 3075.261475
	Iteration 26Q: 3 clusters Score -1492904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1492906.625000 Penalty: 3075.261475
	Iteration 27Q: 3 clusters Score -1492907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1492908.000000 Penalty: 3075.261475
	Iteration 28Q: 3 clusters Score -1492908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1492912.875000 Penalty: 3075.261475
	Iteration 29Q: 3 clusters Score -1492913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1492910.875000 Penalty: 3075.261475
	Iteration 30Q: 3 clusters Score -1492911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1492912.625000 Penalty: 3075.261475
	Iteration 31Q: 3 clusters Score -1492913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1492913.375000 Penalty: 3075.261475
	Iteration 32Q: 3 clusters Score -1492913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1492914.250000 Penalty: 3075.261475
	Iteration 33Q: 3 clusters Score -1492914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1492916.750000 Penalty: 3075.261475
	Iteration 34Q: 3 clusters Score -1492917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1492919.375000 Penalty: 3075.261475
	Iteration 35Q: 3 clusters Score -1492919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1492919.125000 Penalty: 3075.261475
	Iteration 36Q: 3 clusters Score -1492919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1492917.750000 Penalty: 3075.261475
	Iteration 37Q: 3 clusters Score -1492918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1492919.375000 Penalty: 3075.261475
	Iteration 38Q: 3 clusters Score -1492919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1492920.500000 Penalty: 3075.261475
	Iteration 39Q: 3 clusters Score -1492920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1492921.000000 Penalty: 3075.261475
	Iteration 40F: 3 clusters Score -1492921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1492920.750000 Penalty: 3075.261475
	Iteration 41Q: 3 clusters Score -1492921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1492919.875000 Penalty: 3075.261475
	Iteration 42Q: 3 clusters Score -1492920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1492919.625000 Penalty: 3075.261475
	Iteration 43Q: 3 clusters Score -1492920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1492921.500000 Penalty: 3075.261475
	Iteration 44Q: 3 clusters Score -1492922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1492920.875000 Penalty: 3075.261475
	Iteration 45Q: 3 clusters Score -1492921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1492919.750000 Penalty: 3075.261475
	Iteration 46Q: 3 clusters Score -1492920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1492922.500000 Penalty: 3075.261475
	Iteration 47Q: 3 clusters Score -1492922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1492921.750000 Penalty: 3075.261475
	Iteration 48Q: 3 clusters Score -1492922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1492923.500000 Penalty: 3075.261475
	Iteration 49Q: 3 clusters Score -1492924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1492924.125000 Penalty: 3075.261475
	Iteration 50Q: 3 clusters Score -1492924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1492925.125000 Penalty: 3075.261475
	Iteration 51Q: 3 clusters Score -1492925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1492927.750000 Penalty: 3075.261475
	Iteration 52Q: 3 clusters Score -1492928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1492928.625000 Penalty: 3075.261475
	Iteration 53Q: 3 clusters Score -1492929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1492928.000000 Penalty: 3075.261475
	Iteration 54Q: 3 clusters Score -1492928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1492929.750000 Penalty: 3075.261475
	Iteration 55Q: 3 clusters Score -1492930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1492930.750000 Penalty: 3075.261475
	Iteration 56Q: 3 clusters Score -1492931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1492934.125000 Penalty: 3075.261475
	Iteration 57Q: 3 clusters Score -1492934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1492931.125000 Penalty: 3075.261475
	Iteration 58Q: 3 clusters Score -1492931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1492932.250000 Penalty: 3075.261475
	Iteration 59Q: 3 clusters Score -1492932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1492929.875000 Penalty: 3075.261475
	Iteration 60F: 3 clusters Score -1492930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1492933.625000 Penalty: 3075.261475
	Iteration 61Q: 3 clusters Score -1492934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1492936.625000 Penalty: 3075.261475
	Iteration 62Q: 3 clusters Score -1492937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1492934.750000 Penalty: 3075.261475
	Iteration 63Q: 3 clusters Score -1492935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1492936.500000 Penalty: 3075.261475
	Iteration 64Q: 3 clusters Score -1492936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1492938.625000 Penalty: 3075.261475
	Iteration 65Q: 3 clusters Score -1492939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1492936.625000 Penalty: 3075.261475
	Iteration 66Q: 3 clusters Score -1492937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1492938.875000 Penalty: 3075.261475
	Iteration 67Q: 3 clusters Score -1492939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1492938.375000 Penalty: 3075.261475
	Iteration 68Q: 3 clusters Score -1492938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1492940.625000 Penalty: 3075.261475
	Iteration 69Q: 3 clusters Score -1492941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1492940.000000 Penalty: 3075.261475
	Iteration 70Q: 3 clusters Score -1492940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1492941.000000 Penalty: 3075.261475
	Iteration 71Q: 3 clusters Score -1492941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1492940.250000 Penalty: 3075.261475
	Iteration 72Q: 3 clusters Score -1492940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1492939.750000 Penalty: 3075.261475
	Iteration 73Q: 3 clusters Score -1492940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1492937.875000 Penalty: 3075.261475
	Iteration 74Q: 3 clusters Score -1492938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1492940.375000 Penalty: 3075.261475
	Iteration 75Q: 3 clusters Score -1492940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1492942.000000 Penalty: 3075.261475
	Iteration 76Q: 3 clusters Score -1492942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1492942.500000 Penalty: 3075.261475
	Iteration 77Q: 3 clusters Score -1492942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1492942.500000 Penalty: 3075.261475
	Iteration 78F: 3 clusters Score -1492942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Entering Unmasked Estep 
Score: -1237395.375000 Penalty: 1507.917725
	Iteration 0F: 2 clusters Score -1237395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1229714.250000 Penalty: 3015.835449
	Iteration 0F: 3 clusters Score -1229714 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1232278.625000 Penalty: 3015.835449
	Iteration 1F: 3 clusters Score -1232279 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1232659.875000 Penalty: 3015.835449
	Iteration 2F: 3 clusters Score -1232660 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1233068.500000 Penalty: 3015.835449
	Iteration 3F: 3 clusters Score -1233068 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1233477.000000 Penalty: 3015.835449
	Iteration 4F: 3 clusters Score -1233477 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1233843.875000 Penalty: 3015.835449
	Iteration 5F: 3 clusters Score -1233844 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1234173.250000 Penalty: 3015.835449
	Iteration 6F: 3 clusters Score -1234173 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1234472.875000 Penalty: 3015.835449
	Iteration 7Q: 3 clusters Score -1234473 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1234722.375000 Penalty: 3015.835449
	Iteration 8Q: 3 clusters Score -1234722 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1234971.375000 Penalty: 3015.835449
	Iteration 9Q: 3 clusters Score -1234971 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1235164.875000 Penalty: 3015.835449
	Iteration 10Q: 3 clusters Score -1235165 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1235298.250000 Penalty: 3015.835449
	Iteration 11Q: 3 clusters Score -1235298 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1235384.875000 Penalty: 3015.835449
	Iteration 12Q: 3 clusters Score -1235385 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1235450.125000 Penalty: 3015.835449
	Iteration 13Q: 3 clusters Score -1235450 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1235503.000000 Penalty: 3015.835449
	Iteration 14Q: 3 clusters Score -1235503 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1235545.125000 Penalty: 3015.835449
	Iteration 15Q: 3 clusters Score -1235545 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1235587.500000 Penalty: 3015.835449
	Iteration 16Q: 3 clusters Score -1235588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1235617.125000 Penalty: 3015.835449
	Iteration 17Q: 3 clusters Score -1235617 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1235634.000000 Penalty: 3015.835449
	Iteration 18Q: 3 clusters Score -1235634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1235662.750000 Penalty: 3015.835449
	Iteration 19Q: 3 clusters Score -1235663 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1235684.125000 Penalty: 3015.835449
	Iteration 20F: 3 clusters Score -1235684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1235700.750000 Penalty: 3015.835449
	Iteration 21Q: 3 clusters Score -1235701 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1235718.750000 Penalty: 3015.835449
	Iteration 22Q: 3 clusters Score -1235719 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1235731.750000 Penalty: 3015.835449
	Iteration 23Q: 3 clusters Score -1235732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1235742.875000 Penalty: 3015.835449
	Iteration 24Q: 3 clusters Score -1235743 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1235763.000000 Penalty: 3015.835449
	Iteration 25Q: 3 clusters Score -1235763 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1235788.500000 Penalty: 3015.835449
	Iteration 26Q: 3 clusters Score -1235788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1235813.500000 Penalty: 3015.835449
	Iteration 27Q: 3 clusters Score -1235814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1235829.500000 Penalty: 3015.835449
	Iteration 28Q: 3 clusters Score -1235830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1235850.750000 Penalty: 3015.835449
	Iteration 29Q: 3 clusters Score -1235851 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1235877.000000 Penalty: 3015.835449
	Iteration 30Q: 3 clusters Score -1235877 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1235899.625000 Penalty: 3015.835449
	Iteration 31Q: 3 clusters Score -1235900 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1235938.125000 Penalty: 3015.835449
	Iteration 32Q: 3 clusters Score -1235938 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1235980.625000 Penalty: 3015.835449
	Iteration 33Q: 3 clusters Score -1235981 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1236004.375000 Penalty: 3015.835449
	Iteration 34Q: 3 clusters Score -1236004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1236022.000000 Penalty: 3015.835449
	Iteration 35Q: 3 clusters Score -1236022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1236036.250000 Penalty: 3015.835449
	Iteration 36Q: 3 clusters Score -1236036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1236048.750000 Penalty: 3015.835449
	Iteration 37Q: 3 clusters Score -1236049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1236059.125000 Penalty: 3015.835449
	Iteration 38Q: 3 clusters Score -1236059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1236068.125000 Penalty: 3015.835449
	Iteration 39Q: 3 clusters Score -1236068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1236073.375000 Penalty: 3015.835449
	Iteration 40F: 3 clusters Score -1236073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1236081.750000 Penalty: 3015.835449
	Iteration 41Q: 3 clusters Score -1236082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1236092.000000 Penalty: 3015.835449
	Iteration 42Q: 3 clusters Score -1236092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1236104.000000 Penalty: 3015.835449
	Iteration 43Q: 3 clusters Score -1236104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1236114.625000 Penalty: 3015.835449
	Iteration 44Q: 3 clusters Score -1236115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1236120.000000 Penalty: 3015.835449
	Iteration 45Q: 3 clusters Score -1236120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1236124.125000 Penalty: 3015.835449
	Iteration 46Q: 3 clusters Score -1236124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1236133.000000 Penalty: 3015.835449
	Iteration 47Q: 3 clusters Score -1236133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1236136.250000 Penalty: 3015.835449
	Iteration 48Q: 3 clusters Score -1236136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1236143.125000 Penalty: 3015.835449
	Iteration 49Q: 3 clusters Score -1236143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1236146.500000 Penalty: 3015.835449
	Iteration 50Q: 3 clusters Score -1236146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1236151.625000 Penalty: 3015.835449
	Iteration 51Q: 3 clusters Score -1236152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1236154.875000 Penalty: 3015.835449
	Iteration 52Q: 3 clusters Score -1236155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1236160.250000 Penalty: 3015.835449
	Iteration 53Q: 3 clusters Score -1236160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1236165.250000 Penalty: 3015.835449
	Iteration 54Q: 3 clusters Score -1236165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1236172.000000 Penalty: 3015.835449
	Iteration 55Q: 3 clusters Score -1236172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1236175.000000 Penalty: 3015.835449
	Iteration 56Q: 3 clusters Score -1236175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1236172.500000 Penalty: 3015.835449
	Iteration 57Q: 3 clusters Score -1236172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1236175.875000 Penalty: 3015.835449
	Iteration 58Q: 3 clusters Score -1236176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1236178.500000 Penalty: 3015.835449
	Iteration 59Q: 3 clusters Score -1236178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1236177.375000 Penalty: 3015.835449
	Iteration 60F: 3 clusters Score -1236177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1236177.625000 Penalty: 3015.835449
	Iteration 61Q: 3 clusters Score -1236178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1236177.000000 Penalty: 3015.835449
	Iteration 62Q: 3 clusters Score -1236177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1236182.000000 Penalty: 3015.835449
	Iteration 63Q: 3 clusters Score -1236182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1236181.625000 Penalty: 3015.835449
	Iteration 64Q: 3 clusters Score -1236182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1236186.000000 Penalty: 3015.835449
	Iteration 65Q: 3 clusters Score -1236186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1236187.125000 Penalty: 3015.835449
	Iteration 66Q: 3 clusters Score -1236187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1236188.375000 Penalty: 3015.835449
	Iteration 67Q: 3 clusters Score -1236188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1236191.750000 Penalty: 3015.835449
	Iteration 68Q: 3 clusters Score -1236192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1236191.125000 Penalty: 3015.835449
	Iteration 69Q: 3 clusters Score -1236191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1236190.500000 Penalty: 3015.835449
	Iteration 70Q: 3 clusters Score -1236190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1236190.125000 Penalty: 3015.835449
	Iteration 71Q: 3 clusters Score -1236190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1236193.375000 Penalty: 3015.835449
	Iteration 72Q: 3 clusters Score -1236193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1236194.125000 Penalty: 3015.835449
	Iteration 73Q: 3 clusters Score -1236194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1236194.500000 Penalty: 3015.835449
	Iteration 74Q: 3 clusters Score -1236194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1236195.625000 Penalty: 3015.835449
	Iteration 75Q: 3 clusters Score -1236196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1236198.375000 Penalty: 3015.835449
	Iteration 76Q: 3 clusters Score -1236198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1236199.250000 Penalty: 3015.835449
	Iteration 77Q: 3 clusters Score -1236199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1236198.125000 Penalty: 3015.835449
	Iteration 78Q: 3 clusters Score -1236198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1236198.125000 Penalty: 3015.835449
	Iteration 79F: 3 clusters Score -1236198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (149662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149662 members 
Entering Unmasked Estep 
Score: -17356156.000000 Penalty: 1936.371948
	Iteration 0F: 2 clusters Score -1.735616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Mstep: Class 2 contains 74712 members 
Entering Unmasked Estep 
Score: -17269822.000000 Penalty: 3872.743896
	Iteration 0F: 3 clusters Score -1.726982e+07 nChanged 72181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 72115 members 
Entering Unmasked Estep 
Score: -17312284.000000 Penalty: 3872.743896
	Iteration 1F: 3 clusters Score -1.731228e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78772 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -17313046.000000 Penalty: 3872.743896
	Iteration 2Q: 3 clusters Score -1.731305e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -17314214.000000 Penalty: 3872.743896
	Iteration 3Q: 3 clusters Score -1.731421e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -17315460.000000 Penalty: 3872.743896
	Iteration 4Q: 3 clusters Score -1.731546e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 62184 members 
Entering Unmasked Estep 
Score: -17317348.000000 Penalty: 3872.743896
	Iteration 5Q: 3 clusters Score -1.731735e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91862 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -17319360.000000 Penalty: 3872.743896
	Iteration 6Q: 3 clusters Score -1.731936e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96341 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -17322030.000000 Penalty: 3872.743896
	Iteration 7F: 3 clusters Score -1.732203e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -17325944.000000 Penalty: 3872.743896
	Iteration 8F: 3 clusters Score -1.732594e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -17331640.000000 Penalty: 3872.743896
	Iteration 9F: 3 clusters Score -1.733164e+07 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -17337928.000000 Penalty: 3872.743896
	Iteration 10F: 3 clusters Score -1.733793e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97816 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -17341002.000000 Penalty: 3872.743896
	Iteration 11F: 3 clusters Score -1.7341e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -17341930.000000 Penalty: 3872.743896
	Iteration 12Q: 3 clusters Score -1.734193e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93320 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -17342446.000000 Penalty: 3872.743896
	Iteration 13Q: 3 clusters Score -1.734245e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -17342772.000000 Penalty: 3872.743896
	Iteration 14Q: 3 clusters Score -1.734277e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -17343280.000000 Penalty: 3872.743896
	Iteration 15Q: 3 clusters Score -1.734328e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87527 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -17343602.000000 Penalty: 3872.743896
	Iteration 16Q: 3 clusters Score -1.73436e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85770 members 
Mstep: Class 2 contains 63892 members 
Entering Unmasked Estep 
Score: -17343988.000000 Penalty: 3872.743896
	Iteration 17Q: 3 clusters Score -1.734399e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84195 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -17344176.000000 Penalty: 3872.743896
	Iteration 18Q: 3 clusters Score -1.734418e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82746 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -17344522.000000 Penalty: 3872.743896
	Iteration 19Q: 3 clusters Score -1.734452e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -17344756.000000 Penalty: 3872.743896
	Iteration 20F: 3 clusters Score -1.734476e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -17344990.000000 Penalty: 3872.743896
	Iteration 21Q: 3 clusters Score -1.734499e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79568 members 
Mstep: Class 2 contains 70094 members 
Entering Unmasked Estep 
Score: -17345228.000000 Penalty: 3872.743896
	Iteration 22Q: 3 clusters Score -1.734523e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -17345626.000000 Penalty: 3872.743896
	Iteration 23Q: 3 clusters Score -1.734563e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77894 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -17346130.000000 Penalty: 3872.743896
	Iteration 24Q: 3 clusters Score -1.734613e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76932 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -17346626.000000 Penalty: 3872.743896
	Iteration 25Q: 3 clusters Score -1.734663e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 73872 members 
Entering Unmasked Estep 
Score: -17347528.000000 Penalty: 3872.743896
	Iteration 26Q: 3 clusters Score -1.734753e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 75068 members 
Entering Unmasked Estep 
Score: -17348878.000000 Penalty: 3872.743896
	Iteration 27Q: 3 clusters Score -1.734888e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -17350794.000000 Penalty: 3872.743896
	Iteration 28Q: 3 clusters Score -1.735079e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -17353394.000000 Penalty: 3872.743896
	Iteration 29Q: 3 clusters Score -1.735339e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70685 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -17356292.000000 Penalty: 3872.743896
	Iteration 30Q: 3 clusters Score -1.735629e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -17359078.000000 Penalty: 3872.743896
	Iteration 31Q: 3 clusters Score -1.735908e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -17360934.000000 Penalty: 3872.743896
	Iteration 32Q: 3 clusters Score -1.736093e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71253 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -17362172.000000 Penalty: 3872.743896
	Iteration 33Q: 3 clusters Score -1.736217e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72113 members 
Mstep: Class 2 contains 77549 members 
Entering Unmasked Estep 
Score: -17362958.000000 Penalty: 3872.743896
	Iteration 34Q: 3 clusters Score -1.736296e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72938 members 
Mstep: Class 2 contains 76724 members 
Entering Unmasked Estep 
Score: -17363558.000000 Penalty: 3872.743896
	Iteration 35Q: 3 clusters Score -1.736356e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -17363776.000000 Penalty: 3872.743896
	Iteration 36Q: 3 clusters Score -1.736378e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 75286 members 
Entering Unmasked Estep 
Score: -17363908.000000 Penalty: 3872.743896
	Iteration 37Q: 3 clusters Score -1.736391e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 74769 members 
Entering Unmasked Estep 
Score: -17364022.000000 Penalty: 3872.743896
	Iteration 38Q: 3 clusters Score -1.736402e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75359 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -17364064.000000 Penalty: 3872.743896
	Iteration 39Q: 3 clusters Score -1.736406e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75728 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -17364500.000000 Penalty: 3872.743896
	Iteration 40F: 3 clusters Score -1.73645e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -17364612.000000 Penalty: 3872.743896
	Iteration 41Q: 3 clusters Score -1.736461e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
Score: -17364672.000000 Penalty: 3872.743896
	Iteration 42Q: 3 clusters Score -1.736467e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 73485 members 
Entering Unmasked Estep 
Score: -17364706.000000 Penalty: 3872.743896
	Iteration 43Q: 3 clusters Score -1.736471e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76246 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -17364698.000000 Penalty: 3872.743896
	Iteration 44Q: 3 clusters Score -1.73647e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 73345 members 
Entering Unmasked Estep 
Score: -17364722.000000 Penalty: 3872.743896
	Iteration 45Q: 3 clusters Score -1.736472e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 73317 members 
Entering Unmasked Estep 
Score: -17364750.000000 Penalty: 3872.743896
	Iteration 46Q: 3 clusters Score -1.736475e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -17364760.000000 Penalty: 3872.743896
	Iteration 47Q: 3 clusters Score -1.736476e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 73285 members 
Entering Unmasked Estep 
Score: -17364786.000000 Penalty: 3872.743896
	Iteration 48Q: 3 clusters Score -1.736479e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76379 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -17364772.000000 Penalty: 3872.743896
	Iteration 49Q: 3 clusters Score -1.736477e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76376 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -17364762.000000 Penalty: 3872.743896
	Iteration 50Q: 3 clusters Score -1.736476e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -17364764.000000 Penalty: 3872.743896
	Iteration 51Q: 3 clusters Score -1.736476e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 73296 members 
Entering Unmasked Estep 
Score: -17364776.000000 Penalty: 3872.743896
	Iteration 52Q: 3 clusters Score -1.736478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -17364776.000000 Penalty: 3872.743896
	Iteration 53Q: 3 clusters Score -1.736478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -17364788.000000 Penalty: 3872.743896
	Iteration 54Q: 3 clusters Score -1.736479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76376 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -17364790.000000 Penalty: 3872.743896
	Iteration 55Q: 3 clusters Score -1.736479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 73280 members 
Entering Unmasked Estep 
Score: -17364804.000000 Penalty: 3872.743896
	Iteration 56Q: 3 clusters Score -1.73648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76380 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
Score: -17364798.000000 Penalty: 3872.743896
	Iteration 57Q: 3 clusters Score -1.73648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76380 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
Score: -17364790.000000 Penalty: 3872.743896
	Iteration 58Q: 3 clusters Score -1.736479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76379 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -17364788.000000 Penalty: 3872.743896
	Iteration 59Q: 3 clusters Score -1.736479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76378 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -17364792.000000 Penalty: 3872.743896
	Iteration 60F: 3 clusters Score -1.736479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 73280 members 
Entering Unmasked Estep 
Score: -17364788.000000 Penalty: 3872.743896
	Iteration 61Q: 3 clusters Score -1.736479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -17364792.000000 Penalty: 3872.743896
	Iteration 62Q: 3 clusters Score -1.736479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 73278 members 
Entering Unmasked Estep 
Score: -17364798.000000 Penalty: 3872.743896
	Iteration 63Q: 3 clusters Score -1.73648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76385 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -17364794.000000 Penalty: 3872.743896
	Iteration 64Q: 3 clusters Score -1.736479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -17364790.000000 Penalty: 3872.743896
	Iteration 65Q: 3 clusters Score -1.736479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76391 members 
Mstep: Class 2 contains 73271 members 
Entering Unmasked Estep 
Score: -17364794.000000 Penalty: 3872.743896
	Iteration 66Q: 3 clusters Score -1.736479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 73264 members 
Entering Unmasked Estep 
Score: -17364786.000000 Penalty: 3872.743896
	Iteration 67Q: 3 clusters Score -1.736479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 73260 members 
Entering Unmasked Estep 
Score: -17364794.000000 Penalty: 3872.743896
	Iteration 68Q: 3 clusters Score -1.736479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -17364800.000000 Penalty: 3872.743896
	Iteration 69Q: 3 clusters Score -1.73648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
Score: -17364804.000000 Penalty: 3872.743896
	Iteration 70Q: 3 clusters Score -1.73648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -17364794.000000 Penalty: 3872.743896
	Iteration 71Q: 3 clusters Score -1.736479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76419 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -17364798.000000 Penalty: 3872.743896
	Iteration 72Q: 3 clusters Score -1.73648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -17364796.000000 Penalty: 3872.743896
	Iteration 73Q: 3 clusters Score -1.73648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -17364802.000000 Penalty: 3872.743896
	Iteration 74Q: 3 clusters Score -1.73648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 73240 members 
Entering Unmasked Estep 
Score: -17364794.000000 Penalty: 3872.743896
	Iteration 75Q: 3 clusters Score -1.736479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -17364800.000000 Penalty: 3872.743896
	Iteration 76Q: 3 clusters Score -1.73648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -17364800.000000 Penalty: 3872.743896
	Iteration 77F: 3 clusters Score -1.73648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39094 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 14599 members 
Mstep: Class 6 contains 18085 members 
Mstep: Class 7 contains 15537 members 
Mstep: Class 8 contains 85001 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 47170 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 144963 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 16706 members 
Mstep: Class 17 contains 18785 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 6838 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145599 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 3830 members 
Mstep: Class 25 contains 12866 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 76423 members 
Mstep: Class 28 contains 123624 members 
Mstep: Class 29 contains 73239 members 
Entering Unmasked Estep 
Score: -102085608.000000 Penalty: 64665.113281
Splitting cluster 27 changes total score from -102077152.000000 to -102085608.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 28 (123624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123624 members 
Entering Unmasked Estep 
Score: -14358129.000000 Penalty: 1905.312622
	Iteration 0F: 2 clusters Score -1.435813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -14284527.000000 Penalty: 3810.625244
	Iteration 0F: 3 clusters Score -1.428453e+07 nChanged 59415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -14319777.000000 Penalty: 3810.625244
	Iteration 1F: 3 clusters Score -1.431978e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -14321078.000000 Penalty: 3810.625244
	Iteration 2Q: 3 clusters Score -1.432108e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -14323210.000000 Penalty: 3810.625244
	Iteration 3Q: 3 clusters Score -1.432321e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -14326505.000000 Penalty: 3810.625244
	Iteration 4F: 3 clusters Score -1.43265e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -14332167.000000 Penalty: 3810.625244
	Iteration 5F: 3 clusters Score -1.433217e+07 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99831 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -14339690.000000 Penalty: 3810.625244
	Iteration 6F: 3 clusters Score -1.433969e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110485 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -14346925.000000 Penalty: 3810.625244
	Iteration 7F: 3 clusters Score -1.434692e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118078 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -14352337.000000 Penalty: 3810.625244
	Iteration 8F: 3 clusters Score -1.435234e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121744 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -14354847.000000 Penalty: 3810.625244
	Iteration 9Q: 3 clusters Score -1.435485e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123009 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -14355940.000000 Penalty: 3810.625244
	Iteration 10Q: 3 clusters Score -1.435594e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123345 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -14356228.000000 Penalty: 3810.625244
	Iteration 11Q: 3 clusters Score -1.435623e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123441 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14356362.000000 Penalty: 3810.625244
	Iteration 12Q: 3 clusters Score -1.435636e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123472 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14356396.000000 Penalty: 3810.625244
	Iteration 13Q: 3 clusters Score -1.43564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123484 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14356437.000000 Penalty: 3810.625244
	Iteration 14Q: 3 clusters Score -1.435644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123487 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14356439.000000 Penalty: 3810.625244
	Iteration 15Q: 3 clusters Score -1.435644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123489 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14356436.000000 Penalty: 3810.625244
	Iteration 16Q: 3 clusters Score -1.435644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123489 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14356436.000000 Penalty: 3810.625244
	Iteration 17Q: 3 clusters Score -1.435644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123490 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14356443.000000 Penalty: 3810.625244
	Iteration 18Q: 3 clusters Score -1.435644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123490 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14356443.000000 Penalty: 3810.625244
	Iteration 19F: 3 clusters Score -1.435644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39094 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 14599 members 
Mstep: Class 6 contains 18085 members 
Mstep: Class 7 contains 15537 members 
Mstep: Class 8 contains 85001 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 47170 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 144963 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 16706 members 
Mstep: Class 17 contains 18785 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 6838 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145599 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 3830 members 
Mstep: Class 25 contains 12866 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 76423 members 
Mstep: Class 28 contains 123624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086912.000000 Penalty: 64665.113281
Iteration 399Q: 30 clusters Score -1.020869e+08 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39094 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 14605 members 
Mstep: Class 6 contains 18084 members 
Mstep: Class 7 contains 15673 members 
Mstep: Class 8 contains 85432 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47176 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 6146 members 
Mstep: Class 14 contains 144957 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 16203 members 
Mstep: Class 17 contains 18597 members 
Mstep: Class 18 contains 10496 members 
Mstep: Class 19 contains 6837 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145599 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5654 members 
Mstep: Class 24 contains 3866 members 
Mstep: Class 25 contains 12859 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 76244 members 
Mstep: Class 28 contains 124267 members 
Mstep: Class 29 contains 72787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088328.000000 Penalty: 64665.113281
Iteration 400F: 30 clusters Score -1.020883e+08 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39094 members 
Mstep: Class 3 contains 3302 members 
Mstep: Class 4 contains 4452 members 
Mstep: Class 5 contains 14613 members 
Mstep: Class 6 contains 18083 members 
Mstep: Class 7 contains 15465 members 
Mstep: Class 8 contains 85276 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 47169 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 144953 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 15751 members 
Mstep: Class 17 contains 18430 members 
Mstep: Class 18 contains 10496 members 
Mstep: Class 19 contains 6835 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145598 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5634 members 
Mstep: Class 24 contains 3863 members 
Mstep: Class 25 contains 12850 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 76158 members 
Mstep: Class 28 contains 122195 members 
Mstep: Class 29 contains 75975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088784.000000 Penalty: 64665.113281
Iteration 401Q: 30 clusters Score -1.020888e+08 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39094 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 14614 members 
Mstep: Class 6 contains 18083 members 
Mstep: Class 7 contains 15359 members 
Mstep: Class 8 contains 85147 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 47163 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 144956 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 15257 members 
Mstep: Class 17 contains 18307 members 
Mstep: Class 18 contains 10492 members 
Mstep: Class 19 contains 6833 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145595 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5634 members 
Mstep: Class 24 contains 3863 members 
Mstep: Class 25 contains 12839 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 76672 members 
Mstep: Class 28 contains 119544 members 
Mstep: Class 29 contains 78986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089576.000000 Penalty: 64665.113281
Iteration 402Q: 30 clusters Score -1.020896e+08 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39094 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 14623 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15264 members 
Mstep: Class 8 contains 85058 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 47164 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 144957 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 14722 members 
Mstep: Class 17 contains 18214 members 
Mstep: Class 18 contains 10491 members 
Mstep: Class 19 contains 6829 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145592 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5627 members 
Mstep: Class 24 contains 3858 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 77611 members 
Mstep: Class 28 contains 116107 members 
Mstep: Class 29 contains 82329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090056.000000 Penalty: 64665.113281
Iteration 403Q: 30 clusters Score -1.020901e+08 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39093 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 14633 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15187 members 
Mstep: Class 8 contains 84998 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 47168 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6140 members 
Mstep: Class 14 contains 144959 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 14131 members 
Mstep: Class 17 contains 18179 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 6830 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 145596 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5631 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 12805 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 78365 members 
Mstep: Class 28 contains 112879 members 
Mstep: Class 29 contains 85558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090728.000000 Penalty: 64665.113281
Iteration 404Q: 30 clusters Score -1.020907e+08 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39092 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 14645 members 
Mstep: Class 6 contains 18083 members 
Mstep: Class 7 contains 15129 members 
Mstep: Class 8 contains 84930 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 47171 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6141 members 
Mstep: Class 14 contains 144962 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 13584 members 
Mstep: Class 17 contains 18191 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 6832 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 145598 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5627 members 
Mstep: Class 24 contains 3867 members 
Mstep: Class 25 contains 12768 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 79079 members 
Mstep: Class 28 contains 109887 members 
Mstep: Class 29 contains 88507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091224.000000 Penalty: 64665.113281
Iteration 405Q: 30 clusters Score -1.020912e+08 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 39091 members 
Mstep: Class 3 contains 3302 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 14653 members 
Mstep: Class 6 contains 18083 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 84908 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 47175 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6139 members 
Mstep: Class 14 contains 144963 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 13075 members 
Mstep: Class 17 contains 18158 members 
Mstep: Class 18 contains 10485 members 
Mstep: Class 19 contains 6842 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 145599 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5631 members 
Mstep: Class 24 contains 3874 members 
Mstep: Class 25 contains 12744 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 79755 members 
Mstep: Class 28 contains 106970 members 
Mstep: Class 29 contains 91363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091288.000000 Penalty: 64665.113281
Iteration 406Q: 30 clusters Score -1.020913e+08 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 39090 members 
Mstep: Class 3 contains 3302 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 14656 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 84878 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47171 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6133 members 
Mstep: Class 14 contains 144959 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 12618 members 
Mstep: Class 17 contains 18059 members 
Mstep: Class 18 contains 10485 members 
Mstep: Class 19 contains 6854 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145597 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5632 members 
Mstep: Class 24 contains 3871 members 
Mstep: Class 25 contains 12730 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 80246 members 
Mstep: Class 28 contains 104372 members 
Mstep: Class 29 contains 94106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091088.000000 Penalty: 64665.113281
Iteration 407Q: 30 clusters Score -1.020911e+08 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 39090 members 
Mstep: Class 3 contains 3302 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 14662 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 14991 members 
Mstep: Class 8 contains 84844 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47171 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6131 members 
Mstep: Class 14 contains 144955 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 17967 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 6860 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145594 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5628 members 
Mstep: Class 24 contains 3872 members 
Mstep: Class 25 contains 12720 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 80517 members 
Mstep: Class 28 contains 102160 members 
Mstep: Class 29 contains 96692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091776.000000 Penalty: 64665.113281
Iteration 408Q: 30 clusters Score -1.020918e+08 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 39090 members 
Mstep: Class 3 contains 3302 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 14666 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 14971 members 
Mstep: Class 8 contains 84816 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47172 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6126 members 
Mstep: Class 14 contains 144955 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 11760 members 
Mstep: Class 17 contains 17853 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 6875 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145593 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5619 members 
Mstep: Class 24 contains 3870 members 
Mstep: Class 25 contains 12721 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 80800 members 
Mstep: Class 28 contains 100021 members 
Mstep: Class 29 contains 99106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092024.000000 Penalty: 64665.113281
Iteration 409Q: 30 clusters Score -1.02092e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39090 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 14674 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 84793 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47171 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6122 members 
Mstep: Class 14 contains 144958 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 11358 members 
Mstep: Class 17 contains 17736 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 6893 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 145592 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5620 members 
Mstep: Class 24 contains 3864 members 
Mstep: Class 25 contains 12722 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 81068 members 
Mstep: Class 28 contains 98079 members 
Mstep: Class 29 contains 101320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091936.000000 Penalty: 64665.113281
Iteration 410Q: 30 clusters Score -1.020919e+08 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39089 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 14686 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 14940 members 
Mstep: Class 8 contains 84799 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47166 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6118 members 
Mstep: Class 14 contains 144961 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 10966 members 
Mstep: Class 17 contains 17620 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 6897 members 
Mstep: Class 20 contains 12586 members 
Mstep: Class 21 contains 145591 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5610 members 
Mstep: Class 24 contains 3864 members 
Mstep: Class 25 contains 12718 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 81406 members 
Mstep: Class 28 contains 96150 members 
Mstep: Class 29 contains 103432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092224.000000 Penalty: 64665.113281
Iteration 411Q: 30 clusters Score -1.020922e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39088 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 4451 members 
Mstep: Class 5 contains 14707 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 14930 members 
Mstep: Class 8 contains 84775 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47166 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6112 members 
Mstep: Class 14 contains 144962 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 10607 members 
Mstep: Class 17 contains 17480 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 6907 members 
Mstep: Class 20 contains 12588 members 
Mstep: Class 21 contains 145593 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5605 members 
Mstep: Class 24 contains 3862 members 
Mstep: Class 25 contains 12720 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 81919 members 
Mstep: Class 28 contains 94135 members 
Mstep: Class 29 contains 105442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092136.000000 Penalty: 64665.113281
Iteration 412Q: 30 clusters Score -1.020921e+08 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39087 members 
Mstep: Class 3 contains 3302 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 14721 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 14904 members 
Mstep: Class 8 contains 84745 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47162 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6108 members 
Mstep: Class 14 contains 144964 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 10242 members 
Mstep: Class 17 contains 17308 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 6927 members 
Mstep: Class 20 contains 12589 members 
Mstep: Class 21 contains 145595 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5608 members 
Mstep: Class 24 contains 3862 members 
Mstep: Class 25 contains 12722 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 82580 members 
Mstep: Class 28 contains 91892 members 
Mstep: Class 29 contains 107585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091848.000000 Penalty: 64665.113281
Iteration 413Q: 30 clusters Score -1.020918e+08 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39086 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 5 contains 14727 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 14903 members 
Mstep: Class 8 contains 84725 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47163 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6107 members 
Mstep: Class 14 contains 144969 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 9865 members 
Mstep: Class 17 contains 17117 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 6966 members 
Mstep: Class 20 contains 12590 members 
Mstep: Class 21 contains 145595 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5608 members 
Mstep: Class 24 contains 3864 members 
Mstep: Class 25 contains 12718 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 83208 members 
Mstep: Class 28 contains 89581 members 
Mstep: Class 29 contains 109813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091584.000000 Penalty: 64665.113281
Iteration 414Q: 30 clusters Score -1.020916e+08 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39084 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 14733 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 14911 members 
Mstep: Class 8 contains 84731 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47159 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6102 members 
Mstep: Class 14 contains 144972 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 9484 members 
Mstep: Class 17 contains 16896 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 6995 members 
Mstep: Class 20 contains 12590 members 
Mstep: Class 21 contains 145598 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5610 members 
Mstep: Class 24 contains 3863 members 
Mstep: Class 25 contains 12709 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 83868 members 
Mstep: Class 28 contains 87383 members 
Mstep: Class 29 contains 111918 members 
Entering Unmasked Estep 
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Score: -102091704.000000 Penalty: 64665.113281
Iteration 415Q: 30 clusters Score -1.020917e+08 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 4446 members 
Mstep: Class 5 contains 14738 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 14919 members 
Mstep: Class 8 contains 84737 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47155 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6099 members 
Mstep: Class 14 contains 144968 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 9072 members 
Mstep: Class 17 contains 16641 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7018 members 
Mstep: Class 20 contains 12590 members 
Mstep: Class 21 contains 145600 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 3867 members 
Mstep: Class 25 contains 12693 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 84639 members 
Mstep: Class 28 contains 85540 members 
Mstep: Class 29 contains 113648 members 
Entering Unmasked Estep 
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Score: -102091384.000000 Penalty: 64665.113281
Iteration 416Q: 30 clusters Score -1.020914e+08 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 4446 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 14935 members 
Mstep: Class 8 contains 84747 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47153 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6097 members 
Mstep: Class 14 contains 144968 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 16325 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7029 members 
Mstep: Class 20 contains 12590 members 
Mstep: Class 21 contains 145602 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 3873 members 
Mstep: Class 25 contains 12668 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 85432 members 
Mstep: Class 28 contains 84213 members 
Mstep: Class 29 contains 114914 members 
Entering Unmasked Estep 
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Iteration 417Q: 30 clusters Score -1.02091e+08 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 14746 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 14976 members 
Mstep: Class 8 contains 84753 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47152 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6099 members 
Mstep: Class 14 contains 144970 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 8248 members 
Mstep: Class 17 contains 15969 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7049 members 
Mstep: Class 20 contains 12590 members 
Mstep: Class 21 contains 145600 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 3873 members 
Mstep: Class 25 contains 12659 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 86301 members 
Mstep: Class 28 contains 83194 members 
Mstep: Class 29 contains 115751 members 
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Iteration 418Q: 30 clusters Score -1.020902e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 14752 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 15005 members 
Mstep: Class 8 contains 84751 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47148 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6097 members 
Mstep: Class 14 contains 144977 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 7883 members 
Mstep: Class 17 contains 15601 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7067 members 
Mstep: Class 20 contains 12591 members 
Mstep: Class 21 contains 145596 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5592 members 
Mstep: Class 24 contains 3874 members 
Mstep: Class 25 contains 12660 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 87187 members 
Mstep: Class 28 contains 82552 members 
Mstep: Class 29 contains 116197 members 
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Iteration 419Q: 30 clusters Score -1.020903e+08 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 4434 members 
Mstep: Class 5 contains 14759 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 84751 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47146 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6097 members 
Mstep: Class 14 contains 144982 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 7544 members 
Mstep: Class 17 contains 15235 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7093 members 
Mstep: Class 20 contains 12591 members 
Mstep: Class 21 contains 145598 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 3876 members 
Mstep: Class 25 contains 12659 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 88074 members 
Mstep: Class 28 contains 82150 members 
Mstep: Class 29 contains 116386 members 
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Iteration 420F: 30 clusters Score -1.02091e+08 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 14762 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15010 members 
Mstep: Class 8 contains 84736 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 6101 members 
Mstep: Class 14 contains 144984 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 7181 members 
Mstep: Class 17 contains 14826 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7118 members 
Mstep: Class 20 contains 12591 members 
Mstep: Class 21 contains 145601 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 3881 members 
Mstep: Class 25 contains 12657 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 89028 members 
Mstep: Class 28 contains 79068 members 
Mstep: Class 29 contains 119281 members 
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Iteration 421Q: 30 clusters Score -1.020903e+08 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 14764 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15024 members 
Mstep: Class 8 contains 84721 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 47141 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6101 members 
Mstep: Class 14 contains 144983 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6856 members 
Mstep: Class 17 contains 14378 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7130 members 
Mstep: Class 20 contains 12591 members 
Mstep: Class 21 contains 145598 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 3889 members 
Mstep: Class 25 contains 12656 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 89888 members 
Mstep: Class 28 contains 76126 members 
Mstep: Class 29 contains 122128 members 
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Iteration 422Q: 30 clusters Score -1.020895e+08 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14767 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15042 members 
Mstep: Class 8 contains 84713 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 47141 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6102 members 
Mstep: Class 14 contains 144983 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6614 members 
Mstep: Class 17 contains 13875 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 20 contains 12590 members 
Mstep: Class 21 contains 145596 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 12648 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 90692 members 
Mstep: Class 28 contains 73589 members 
Mstep: Class 29 contains 124581 members 
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Iteration 423Q: 30 clusters Score -1.020887e+08 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14766 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 84717 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 47141 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6102 members 
Mstep: Class 14 contains 144982 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6479 members 
Mstep: Class 17 contains 13387 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7182 members 
Mstep: Class 20 contains 12591 members 
Mstep: Class 21 contains 145594 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 3897 members 
Mstep: Class 25 contains 12644 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 91316 members 
Mstep: Class 28 contains 71698 members 
Mstep: Class 29 contains 126449 members 
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Iteration 424Q: 30 clusters Score -1.020883e+08 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14779 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15045 members 
Mstep: Class 8 contains 84714 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 47142 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6100 members 
Mstep: Class 14 contains 144978 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 12889 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7192 members 
Mstep: Class 20 contains 12593 members 
Mstep: Class 21 contains 145594 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5542 members 
Mstep: Class 24 contains 3900 members 
Mstep: Class 25 contains 12635 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 91849 members 
Mstep: Class 28 contains 70182 members 
Mstep: Class 29 contains 127993 members 
Entering Unmasked Estep 
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Iteration 425Q: 30 clusters Score -1.020874e+08 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14786 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15043 members 
Mstep: Class 8 contains 84729 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 47140 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6101 members 
Mstep: Class 14 contains 144976 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 12399 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7208 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145596 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 12622 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 92165 members 
Mstep: Class 28 contains 69064 members 
Mstep: Class 29 contains 129316 members 
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Iteration 426Q: 30 clusters Score -1.02087e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14790 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15043 members 
Mstep: Class 8 contains 84749 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47140 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6102 members 
Mstep: Class 14 contains 144973 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6371 members 
Mstep: Class 17 contains 11910 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7215 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145592 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 3900 members 
Mstep: Class 25 contains 12616 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 92320 members 
Mstep: Class 28 contains 68310 members 
Mstep: Class 29 contains 130392 members 
Entering Unmasked Estep 
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Iteration 427Q: 30 clusters Score -1.020867e+08 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14796 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15049 members 
Mstep: Class 8 contains 84769 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47138 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6099 members 
Mstep: Class 14 contains 144975 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 11436 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7221 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145590 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 3898 members 
Mstep: Class 25 contains 12600 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 92309 members 
Mstep: Class 28 contains 67700 members 
Mstep: Class 29 contains 131470 members 
Entering Unmasked Estep 
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Iteration 428Q: 30 clusters Score -1.020865e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14802 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15048 members 
Mstep: Class 8 contains 84805 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47138 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6097 members 
Mstep: Class 14 contains 144974 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6367 members 
Mstep: Class 17 contains 10967 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 7227 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145589 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5527 members 
Mstep: Class 24 contains 3899 members 
Mstep: Class 25 contains 12595 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 92177 members 
Mstep: Class 28 contains 67208 members 
Mstep: Class 29 contains 132527 members 
Entering Unmasked Estep 
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Iteration 429Q: 30 clusters Score -1.020864e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14808 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15053 members 
Mstep: Class 8 contains 84835 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47138 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6096 members 
Mstep: Class 14 contains 144974 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6356 members 
Mstep: Class 17 contains 10483 members 
Mstep: Class 18 contains 10485 members 
Mstep: Class 19 contains 7243 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145587 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5523 members 
Mstep: Class 24 contains 3905 members 
Mstep: Class 25 contains 12583 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 92019 members 
Mstep: Class 28 contains 66858 members 
Mstep: Class 29 contains 133485 members 
Entering Unmasked Estep 
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Iteration 430Q: 30 clusters Score -1.020862e+08 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14817 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15079 members 
Mstep: Class 8 contains 84869 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47137 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6095 members 
Mstep: Class 14 contains 144976 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6340 members 
Mstep: Class 17 contains 10050 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 7246 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145585 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5525 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 12572 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 91698 members 
Mstep: Class 28 contains 66596 members 
Mstep: Class 29 contains 134453 members 
Entering Unmasked Estep 
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Iteration 431Q: 30 clusters Score -1.02086e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14832 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15094 members 
Mstep: Class 8 contains 84884 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 47134 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6091 members 
Mstep: Class 14 contains 144979 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6320 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 7246 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145583 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5532 members 
Mstep: Class 24 contains 3906 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 91331 members 
Mstep: Class 28 contains 66412 members 
Mstep: Class 29 contains 135383 members 
Entering Unmasked Estep 
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Iteration 432Q: 30 clusters Score -1.020858e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14845 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15110 members 
Mstep: Class 8 contains 84896 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 47133 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6089 members 
Mstep: Class 14 contains 144978 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 17 contains 9281 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 7248 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145582 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5539 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 12550 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 91079 members 
Mstep: Class 28 contains 66176 members 
Mstep: Class 29 contains 136225 members 
Entering Unmasked Estep 
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Iteration 433Q: 30 clusters Score -1.020852e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14847 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15111 members 
Mstep: Class 8 contains 84906 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 47134 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6088 members 
Mstep: Class 14 contains 144977 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6293 members 
Mstep: Class 17 contains 8924 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 7259 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145583 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5541 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 90903 members 
Mstep: Class 28 contains 65860 members 
Mstep: Class 29 contains 137068 members 
Entering Unmasked Estep 
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Iteration 434Q: 30 clusters Score -1.02085e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14850 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15120 members 
Mstep: Class 8 contains 84914 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47135 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 6088 members 
Mstep: Class 14 contains 144977 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6275 members 
Mstep: Class 17 contains 8564 members 
Mstep: Class 18 contains 10483 members 
Mstep: Class 19 contains 7276 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145584 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5544 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 12530 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 90777 members 
Mstep: Class 28 contains 65474 members 
Mstep: Class 29 contains 137928 members 
Entering Unmasked Estep 
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Iteration 435Q: 30 clusters Score -1.020848e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14848 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15125 members 
Mstep: Class 8 contains 84906 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47132 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6090 members 
Mstep: Class 14 contains 144976 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6264 members 
Mstep: Class 17 contains 8241 members 
Mstep: Class 18 contains 10483 members 
Mstep: Class 19 contains 7290 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145584 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5546 members 
Mstep: Class 24 contains 3909 members 
Mstep: Class 25 contains 12525 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 90735 members 
Mstep: Class 28 contains 64985 members 
Mstep: Class 29 contains 138789 members 
Entering Unmasked Estep 
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Iteration 436Q: 30 clusters Score -1.020845e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14848 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15134 members 
Mstep: Class 8 contains 84905 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47133 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6089 members 
Mstep: Class 14 contains 144974 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6254 members 
Mstep: Class 17 contains 7958 members 
Mstep: Class 18 contains 10483 members 
Mstep: Class 19 contains 7303 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145582 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5543 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 12522 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 90484 members 
Mstep: Class 28 contains 64630 members 
Mstep: Class 29 contains 139683 members 
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Iteration 437Q: 30 clusters Score -1.020846e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14849 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15135 members 
Mstep: Class 8 contains 84892 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47133 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6089 members 
Mstep: Class 14 contains 144976 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6248 members 
Mstep: Class 17 contains 7699 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 7312 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145580 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5539 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 12511 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 89956 members 
Mstep: Class 28 contains 64452 members 
Mstep: Class 29 contains 140671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102084848.000000 Penalty: 64665.113281
Iteration 438Q: 30 clusters Score -1.020848e+08 nChanged 1739
Entering ConstructFrom: 
Score: -102084848.000000 Penalty: 64665.113281
Entering ConstructFrom: 
Trying to split cluster 1 (2506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Entering Unmasked Estep 
Score: -297317.656250 Penalty: 1271.796997
	Iteration 0F: 2 clusters Score -297317.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -294906.593750 Penalty: 2543.593994
	Iteration 0F: 3 clusters Score -294906.6 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -295445.687500 Penalty: 2543.593994
	Iteration 1F: 3 clusters Score -295445.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -295540.562500 Penalty: 2543.593994
	Iteration 2F: 3 clusters Score -295540.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -295596.625000 Penalty: 2543.593994
	Iteration 3Q: 3 clusters Score -295596.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -295622.125000 Penalty: 2543.593994
	Iteration 4Q: 3 clusters Score -295622.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -295633.468750 Penalty: 2543.593994
	Iteration 5Q: 3 clusters Score -295633.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -295646.218750 Penalty: 2543.593994
	Iteration 6Q: 3 clusters Score -295646.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -295654.718750 Penalty: 2543.593994
	Iteration 7Q: 3 clusters Score -295654.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -295664.343750 Penalty: 2543.593994
	Iteration 8Q: 3 clusters Score -295664.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -295669.812500 Penalty: 2543.593994
	Iteration 9Q: 3 clusters Score -295669.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -295674.562500 Penalty: 2543.593994
	Iteration 10Q: 3 clusters Score -295674.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -295678.531250 Penalty: 2543.593994
	Iteration 11Q: 3 clusters Score -295678.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -295685.187500 Penalty: 2543.593994
	Iteration 12Q: 3 clusters Score -295685.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -295690.750000 Penalty: 2543.593994
	Iteration 13Q: 3 clusters Score -295690.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -295697.687500 Penalty: 2543.593994
	Iteration 14Q: 3 clusters Score -295697.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -295709.062500 Penalty: 2543.593994
	Iteration 15Q: 3 clusters Score -295709.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -295720.125000 Penalty: 2543.593994
	Iteration 16Q: 3 clusters Score -295720.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -295729.093750 Penalty: 2543.593994
	Iteration 17Q: 3 clusters Score -295729.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -295735.781250 Penalty: 2543.593994
	Iteration 18Q: 3 clusters Score -295735.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -295743.937500 Penalty: 2543.593994
	Iteration 19Q: 3 clusters Score -295743.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -295751.125000 Penalty: 2543.593994
	Iteration 20F: 3 clusters Score -295751.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -295757.562500 Penalty: 2543.593994
	Iteration 21Q: 3 clusters Score -295757.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -295761.625000 Penalty: 2543.593994
	Iteration 22Q: 3 clusters Score -295761.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -295769.656250 Penalty: 2543.593994
	Iteration 23Q: 3 clusters Score -295769.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -295784.875000 Penalty: 2543.593994
	Iteration 24Q: 3 clusters Score -295784.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -295795.375000 Penalty: 2543.593994
	Iteration 25Q: 3 clusters Score -295795.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -295805.687500 Penalty: 2543.593994
	Iteration 26Q: 3 clusters Score -295805.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -295818.218750 Penalty: 2543.593994
	Iteration 27Q: 3 clusters Score -295818.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -295824.343750 Penalty: 2543.593994
	Iteration 28Q: 3 clusters Score -295824.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -295831.906250 Penalty: 2543.593994
	Iteration 29Q: 3 clusters Score -295831.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -295840.250000 Penalty: 2543.593994
	Iteration 30Q: 3 clusters Score -295840.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -295850.187500 Penalty: 2543.593994
	Iteration 31Q: 3 clusters Score -295850.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -295857.906250 Penalty: 2543.593994
	Iteration 32Q: 3 clusters Score -295857.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -295866.312500 Penalty: 2543.593994
	Iteration 33Q: 3 clusters Score -295866.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -295877.312500 Penalty: 2543.593994
	Iteration 34Q: 3 clusters Score -295877.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -295889.593750 Penalty: 2543.593994
	Iteration 35Q: 3 clusters Score -295889.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -295897.343750 Penalty: 2543.593994
	Iteration 36Q: 3 clusters Score -295897.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -295904.875000 Penalty: 2543.593994
	Iteration 37Q: 3 clusters Score -295904.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -295918.125000 Penalty: 2543.593994
	Iteration 38Q: 3 clusters Score -295918.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -295930.812500 Penalty: 2543.593994
	Iteration 39Q: 3 clusters Score -295930.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -295939.906250 Penalty: 2543.593994
	Iteration 40F: 3 clusters Score -295939.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -295947.531250 Penalty: 2543.593994
	Iteration 41Q: 3 clusters Score -295947.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -295953.031250 Penalty: 2543.593994
	Iteration 42Q: 3 clusters Score -295953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -295958.781250 Penalty: 2543.593994
	Iteration 43Q: 3 clusters Score -295958.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -295967.562500 Penalty: 2543.593994
	Iteration 44Q: 3 clusters Score -295967.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -295979.375000 Penalty: 2543.593994
	Iteration 45Q: 3 clusters Score -295979.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -295990.375000 Penalty: 2543.593994
	Iteration 46Q: 3 clusters Score -295990.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -296000.093750 Penalty: 2543.593994
	Iteration 47Q: 3 clusters Score -296000.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -296011.968750 Penalty: 2543.593994
	Iteration 48Q: 3 clusters Score -296012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -296023.562500 Penalty: 2543.593994
	Iteration 49Q: 3 clusters Score -296023.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -296038.687500 Penalty: 2543.593994
	Iteration 50Q: 3 clusters Score -296038.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -296054.812500 Penalty: 2543.593994
	Iteration 51Q: 3 clusters Score -296054.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -296067.656250 Penalty: 2543.593994
	Iteration 52Q: 3 clusters Score -296067.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -296077.343750 Penalty: 2543.593994
	Iteration 53Q: 3 clusters Score -296077.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -296085.031250 Penalty: 2543.593994
	Iteration 54Q: 3 clusters Score -296085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -296094.093750 Penalty: 2543.593994
	Iteration 55Q: 3 clusters Score -296094.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -296103.937500 Penalty: 2543.593994
	Iteration 56Q: 3 clusters Score -296103.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -296117.062500 Penalty: 2543.593994
	Iteration 57Q: 3 clusters Score -296117.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -296130.562500 Penalty: 2543.593994
	Iteration 58Q: 3 clusters Score -296130.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -296140.625000 Penalty: 2543.593994
	Iteration 59Q: 3 clusters Score -296140.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -296157.312500 Penalty: 2543.593994
	Iteration 60F: 3 clusters Score -296157.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -296164.125000 Penalty: 2543.593994
	Iteration 61Q: 3 clusters Score -296164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -296166.656250 Penalty: 2543.593994
	Iteration 62Q: 3 clusters Score -296166.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -296169.500000 Penalty: 2543.593994
	Iteration 63Q: 3 clusters Score -296169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -296170.500000 Penalty: 2543.593994
	Iteration 64Q: 3 clusters Score -296170.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -296174.468750 Penalty: 2543.593994
	Iteration 65Q: 3 clusters Score -296174.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -296178.343750 Penalty: 2543.593994
	Iteration 66Q: 3 clusters Score -296178.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -296182.968750 Penalty: 2543.593994
	Iteration 67Q: 3 clusters Score -296183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -296186.812500 Penalty: 2543.593994
	Iteration 68Q: 3 clusters Score -296186.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -296191.062500 Penalty: 2543.593994
	Iteration 69Q: 3 clusters Score -296191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -296192.406250 Penalty: 2543.593994
	Iteration 70Q: 3 clusters Score -296192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -296192.812500 Penalty: 2543.593994
	Iteration 71Q: 3 clusters Score -296192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -296195.500000 Penalty: 2543.593994
	Iteration 72Q: 3 clusters Score -296195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -296197.718750 Penalty: 2543.593994
	Iteration 73Q: 3 clusters Score -296197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -296199.062500 Penalty: 2543.593994
	Iteration 74Q: 3 clusters Score -296199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -296199.062500 Penalty: 2543.593994
	Iteration 75F: 3 clusters Score -296199.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Entering Unmasked Estep 
Score: -4326896.500000 Penalty: 1718.180420
	Iteration 0F: 2 clusters Score -4326896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -4300721.000000 Penalty: 3436.360840
	Iteration 0F: 3 clusters Score -4300721 nChanged 18086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -4310648.000000 Penalty: 3436.360840
	Iteration 1F: 3 clusters Score -4310648 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -4310989.500000 Penalty: 3436.360840
	Iteration 2Q: 3 clusters Score -4310990 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -4311375.000000 Penalty: 3436.360840
	Iteration 3Q: 3 clusters Score -4311375 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4311827.500000 Penalty: 3436.360840
	Iteration 4Q: 3 clusters Score -4311828 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4312351.000000 Penalty: 3436.360840
	Iteration 5Q: 3 clusters Score -4312351 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -4312966.000000 Penalty: 3436.360840
	Iteration 6Q: 3 clusters Score -4312966 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -4313924.000000 Penalty: 3436.360840
	Iteration 7Q: 3 clusters Score -4313924 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -4315400.000000 Penalty: 3436.360840
	Iteration 8F: 3 clusters Score -4315400 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -4317434.500000 Penalty: 3436.360840
	Iteration 9F: 3 clusters Score -4317434 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -4319666.000000 Penalty: 3436.360840
	Iteration 10F: 3 clusters Score -4319666 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -4321746.500000 Penalty: 3436.360840
	Iteration 11F: 3 clusters Score -4321746 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4323266.500000 Penalty: 3436.360840
	Iteration 12Q: 3 clusters Score -4323266 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4324248.500000 Penalty: 3436.360840
	Iteration 13Q: 3 clusters Score -4324248 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4324810.000000 Penalty: 3436.360840
	Iteration 14Q: 3 clusters Score -4324810 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4325133.500000 Penalty: 3436.360840
	Iteration 15Q: 3 clusters Score -4325134 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4325346.000000 Penalty: 3436.360840
	Iteration 16Q: 3 clusters Score -4325346 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4325460.500000 Penalty: 3436.360840
	Iteration 17Q: 3 clusters Score -4325460 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4325564.500000 Penalty: 3436.360840
	Iteration 18Q: 3 clusters Score -4325564 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4325659.500000 Penalty: 3436.360840
	Iteration 19Q: 3 clusters Score -4325660 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4325713.000000 Penalty: 3436.360840
	Iteration 20F: 3 clusters Score -4325713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4325753.500000 Penalty: 3436.360840
	Iteration 21Q: 3 clusters Score -4325754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4325777.500000 Penalty: 3436.360840
	Iteration 22Q: 3 clusters Score -4325778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4325796.000000 Penalty: 3436.360840
	Iteration 23Q: 3 clusters Score -4325796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4325812.500000 Penalty: 3436.360840
	Iteration 24Q: 3 clusters Score -4325812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4325831.000000 Penalty: 3436.360840
	Iteration 25Q: 3 clusters Score -4325831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4325844.000000 Penalty: 3436.360840
	Iteration 26Q: 3 clusters Score -4325844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4325849.500000 Penalty: 3436.360840
	Iteration 27Q: 3 clusters Score -4325850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4325850.500000 Penalty: 3436.360840
	Iteration 28Q: 3 clusters Score -4325850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4325854.000000 Penalty: 3436.360840
	Iteration 29Q: 3 clusters Score -4325854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4325867.500000 Penalty: 3436.360840
	Iteration 30Q: 3 clusters Score -4325868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4325876.500000 Penalty: 3436.360840
	Iteration 31Q: 3 clusters Score -4325876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4325881.000000 Penalty: 3436.360840
	Iteration 32Q: 3 clusters Score -4325881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4325892.000000 Penalty: 3436.360840
	Iteration 33Q: 3 clusters Score -4325892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4325893.000000 Penalty: 3436.360840
	Iteration 34Q: 3 clusters Score -4325893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4325900.000000 Penalty: 3436.360840
	Iteration 35Q: 3 clusters Score -4325900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4325903.500000 Penalty: 3436.360840
	Iteration 36Q: 3 clusters Score -4325904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4325905.500000 Penalty: 3436.360840
	Iteration 37Q: 3 clusters Score -4325906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4325906.500000 Penalty: 3436.360840
	Iteration 38Q: 3 clusters Score -4325906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4325914.500000 Penalty: 3436.360840
	Iteration 39Q: 3 clusters Score -4325914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4325914.500000 Penalty: 3436.360840
	Iteration 40F: 3 clusters Score -4325914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4325916.000000 Penalty: 3436.360840
	Iteration 41Q: 3 clusters Score -4325916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4325916.000000 Penalty: 3436.360840
	Iteration 42F: 3 clusters Score -4325916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -357390.687500 Penalty: 1316.768555
	Iteration 0F: 2 clusters Score -357390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -354439.312500 Penalty: 2633.537109
	Iteration 0F: 3 clusters Score -354439.3 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -355214.593750 Penalty: 2633.537109
	Iteration 1F: 3 clusters Score -355214.6 nChanged 271
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: -355398.656250 Penalty: 2633.537109
	Iteration 2F: 3 clusters Score -355398.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -355527.718750 Penalty: 2633.537109
	Iteration 3F: 3 clusters Score -355527.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -355644.281250 Penalty: 2633.537109
	Iteration 4Q: 3 clusters Score -355644.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -355791.156250 Penalty: 2633.537109
	Iteration 5Q: 3 clusters Score -355791.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -355943.843750 Penalty: 2633.537109
	Iteration 6F: 3 clusters Score -355943.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -356087.906250 Penalty: 2633.537109
	Iteration 7Q: 3 clusters Score -356087.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -356228.437500 Penalty: 2633.537109
	Iteration 8Q: 3 clusters Score -356228.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -356424.187500 Penalty: 2633.537109
	Iteration 9Q: 3 clusters Score -356424.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -356607.906250 Penalty: 2633.537109
	Iteration 10Q: 3 clusters Score -356607.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -356736.312500 Penalty: 2633.537109
	Iteration 11Q: 3 clusters Score -356736.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -356839.375000 Penalty: 2633.537109
	Iteration 12Q: 3 clusters Score -356839.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -356926.093750 Penalty: 2633.537109
	Iteration 13Q: 3 clusters Score -356926.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -356980.125000 Penalty: 2633.537109
	Iteration 14Q: 3 clusters Score -356980.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -357017.187500 Penalty: 2633.537109
	Iteration 15Q: 3 clusters Score -357017.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -357049.312500 Penalty: 2633.537109
	Iteration 16Q: 3 clusters Score -357049.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -357081.718750 Penalty: 2633.537109
	Iteration 17Q: 3 clusters Score -357081.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -357119.187500 Penalty: 2633.537109
	Iteration 18Q: 3 clusters Score -357119.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -357159.093750 Penalty: 2633.537109
	Iteration 19Q: 3 clusters Score -357159.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -357186.718750 Penalty: 2633.537109
	Iteration 20F: 3 clusters Score -357186.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -357201.968750 Penalty: 2633.537109
	Iteration 21Q: 3 clusters Score -357202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -357208.687500 Penalty: 2633.537109
	Iteration 22Q: 3 clusters Score -357208.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -357213.437500 Penalty: 2633.537109
	Iteration 23Q: 3 clusters Score -357213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -357214.687500 Penalty: 2633.537109
	Iteration 24Q: 3 clusters Score -357214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -357215.281250 Penalty: 2633.537109
	Iteration 25Q: 3 clusters Score -357215.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -357216.187500 Penalty: 2633.537109
	Iteration 26Q: 3 clusters Score -357216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -357216.187500 Penalty: 2633.537109
	Iteration 27F: 3 clusters Score -357216.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -506604.750000 Penalty: 1364.375122
	Iteration 0F: 2 clusters Score -506604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -503063.093750 Penalty: 2728.750244
	Iteration 0F: 3 clusters Score -503063.1 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -504243.156250 Penalty: 2728.750244
	Iteration 1F: 3 clusters Score -504243.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -504579.093750 Penalty: 2728.750244
	Iteration 2F: 3 clusters Score -504579.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -504813.875000 Penalty: 2728.750244
	Iteration 3F: 3 clusters Score -504813.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -504999.593750 Penalty: 2728.750244
	Iteration 4F: 3 clusters Score -504999.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -505153.500000 Penalty: 2728.750244
	Iteration 5Q: 3 clusters Score -505153.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -505288.687500 Penalty: 2728.750244
	Iteration 6Q: 3 clusters Score -505288.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -505422.781250 Penalty: 2728.750244
	Iteration 7Q: 3 clusters Score -505422.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -505525.406250 Penalty: 2728.750244
	Iteration 8Q: 3 clusters Score -505525.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -505589.562500 Penalty: 2728.750244
	Iteration 9Q: 3 clusters Score -505589.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -505626.125000 Penalty: 2728.750244
	Iteration 10Q: 3 clusters Score -505626.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -505655.343750 Penalty: 2728.750244
	Iteration 11Q: 3 clusters Score -505655.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -505676.500000 Penalty: 2728.750244
	Iteration 12Q: 3 clusters Score -505676.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -505688.937500 Penalty: 2728.750244
	Iteration 13Q: 3 clusters Score -505688.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -505705.218750 Penalty: 2728.750244
	Iteration 14Q: 3 clusters Score -505705.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -505717.437500 Penalty: 2728.750244
	Iteration 15Q: 3 clusters Score -505717.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -505729.187500 Penalty: 2728.750244
	Iteration 16Q: 3 clusters Score -505729.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -505734.500000 Penalty: 2728.750244
	Iteration 17Q: 3 clusters Score -505734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -505738.093750 Penalty: 2728.750244
	Iteration 18Q: 3 clusters Score -505738.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -505739.781250 Penalty: 2728.750244
	Iteration 19Q: 3 clusters Score -505739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -505743.343750 Penalty: 2728.750244
	Iteration 20F: 3 clusters Score -505743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -505743.375000 Penalty: 2728.750244
	Iteration 21Q: 3 clusters Score -505743.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -505746.125000 Penalty: 2728.750244
	Iteration 22Q: 3 clusters Score -505746.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -505747.812500 Penalty: 2728.750244
	Iteration 23Q: 3 clusters Score -505747.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -505749.843750 Penalty: 2728.750244
	Iteration 24Q: 3 clusters Score -505749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -505751.843750 Penalty: 2728.750244
	Iteration 25Q: 3 clusters Score -505751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -505753.031250 Penalty: 2728.750244
	Iteration 26Q: 3 clusters Score -505753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -505753.031250 Penalty: 2728.750244
	Iteration 27F: 3 clusters Score -505753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Entering Unmasked Estep 
Score: -1732333.500000 Penalty: 1560.968018
	Iteration 0F: 2 clusters Score -1732334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1722068.125000 Penalty: 3121.936035
	Iteration 0F: 3 clusters Score -1722068 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1725493.500000 Penalty: 3121.936035
	Iteration 1F: 3 clusters Score -1725494 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1725687.875000 Penalty: 3121.936035
	Iteration 2Q: 3 clusters Score -1725688 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1725851.000000 Penalty: 3121.936035
	Iteration 3Q: 3 clusters Score -1725851 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1725998.750000 Penalty: 3121.936035
	Iteration 4Q: 3 clusters Score -1725999 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1726132.500000 Penalty: 3121.936035
	Iteration 5Q: 3 clusters Score -1726132 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1726279.125000 Penalty: 3121.936035
	Iteration 6Q: 3 clusters Score -1726279 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1726455.000000 Penalty: 3121.936035
	Iteration 7Q: 3 clusters Score -1726455 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1726698.500000 Penalty: 3121.936035
	Iteration 8Q: 3 clusters Score -1726698 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1727004.125000 Penalty: 3121.936035
	Iteration 9Q: 3 clusters Score -1727004 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1727447.375000 Penalty: 3121.936035
	Iteration 10Q: 3 clusters Score -1727447 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1728000.375000 Penalty: 3121.936035
	Iteration 11F: 3 clusters Score -1728000 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1728655.000000 Penalty: 3121.936035
	Iteration 12F: 3 clusters Score -1728655 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1729274.250000 Penalty: 3121.936035
	Iteration 13Q: 3 clusters Score -1729274 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1729781.250000 Penalty: 3121.936035
	Iteration 14Q: 3 clusters Score -1729781 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1730128.625000 Penalty: 3121.936035
	Iteration 15Q: 3 clusters Score -1730129 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1730344.250000 Penalty: 3121.936035
	Iteration 16Q: 3 clusters Score -1730344 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1730488.625000 Penalty: 3121.936035
	Iteration 17Q: 3 clusters Score -1730489 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1730616.875000 Penalty: 3121.936035
	Iteration 18Q: 3 clusters Score -1730617 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1730703.000000 Penalty: 3121.936035
	Iteration 19Q: 3 clusters Score -1730703 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1730759.250000 Penalty: 3121.936035
	Iteration 20F: 3 clusters Score -1730759 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1730802.875000 Penalty: 3121.936035
	Iteration 21Q: 3 clusters Score -1730803 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1730839.375000 Penalty: 3121.936035
	Iteration 22Q: 3 clusters Score -1730839 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1730868.750000 Penalty: 3121.936035
	Iteration 23Q: 3 clusters Score -1730869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1730888.125000 Penalty: 3121.936035
	Iteration 24Q: 3 clusters Score -1730888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1730908.125000 Penalty: 3121.936035
	Iteration 25Q: 3 clusters Score -1730908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1730920.875000 Penalty: 3121.936035
	Iteration 26Q: 3 clusters Score -1730921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1730929.625000 Penalty: 3121.936035
	Iteration 27Q: 3 clusters Score -1730930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1730937.250000 Penalty: 3121.936035
	Iteration 28Q: 3 clusters Score -1730937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1730945.500000 Penalty: 3121.936035
	Iteration 29Q: 3 clusters Score -1730946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1730948.000000 Penalty: 3121.936035
	Iteration 30Q: 3 clusters Score -1730948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1730951.000000 Penalty: 3121.936035
	Iteration 31Q: 3 clusters Score -1730951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1730954.375000 Penalty: 3121.936035
	Iteration 32Q: 3 clusters Score -1730954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1730954.375000 Penalty: 3121.936035
	Iteration 33Q: 3 clusters Score -1730954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1730957.375000 Penalty: 3121.936035
	Iteration 34Q: 3 clusters Score -1730957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1730958.750000 Penalty: 3121.936035
	Iteration 35Q: 3 clusters Score -1730959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1730961.500000 Penalty: 3121.936035
	Iteration 36Q: 3 clusters Score -1730962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1730965.375000 Penalty: 3121.936035
	Iteration 37Q: 3 clusters Score -1730965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1730965.625000 Penalty: 3121.936035
	Iteration 38Q: 3 clusters Score -1730966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1730967.625000 Penalty: 3121.936035
	Iteration 39Q: 3 clusters Score -1730968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1730968.250000 Penalty: 3121.936035
	Iteration 40F: 3 clusters Score -1730968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1730969.875000 Penalty: 3121.936035
	Iteration 41Q: 3 clusters Score -1730970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1730973.500000 Penalty: 3121.936035
	Iteration 42Q: 3 clusters Score -1730974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1730977.375000 Penalty: 3121.936035
	Iteration 43Q: 3 clusters Score -1730977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1730979.250000 Penalty: 3121.936035
	Iteration 44Q: 3 clusters Score -1730979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1730981.250000 Penalty: 3121.936035
	Iteration 45Q: 3 clusters Score -1730981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1730984.250000 Penalty: 3121.936035
	Iteration 46Q: 3 clusters Score -1730984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1730985.125000 Penalty: 3121.936035
	Iteration 47Q: 3 clusters Score -1730985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1730987.750000 Penalty: 3121.936035
	Iteration 48Q: 3 clusters Score -1730988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1730988.125000 Penalty: 3121.936035
	Iteration 49Q: 3 clusters Score -1730988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1730990.625000 Penalty: 3121.936035
	Iteration 50Q: 3 clusters Score -1730991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1730990.125000 Penalty: 3121.936035
	Iteration 51Q: 3 clusters Score -1730990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1730991.250000 Penalty: 3121.936035
	Iteration 52Q: 3 clusters Score -1730991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1730991.250000 Penalty: 3121.936035
	Iteration 53F: 3 clusters Score -1730991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Entering Unmasked Estep 
Score: -2086982.875000 Penalty: 1592.907349
	Iteration 0F: 2 clusters Score -2086983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2074562.125000 Penalty: 3185.814697
	Iteration 0F: 3 clusters Score -2074562 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2078979.750000 Penalty: 3185.814697
	Iteration 1F: 3 clusters Score -2078980 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2079305.625000 Penalty: 3185.814697
	Iteration 2Q: 3 clusters Score -2079306 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2079686.000000 Penalty: 3185.814697
	Iteration 3Q: 3 clusters Score -2079686 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2080129.625000 Penalty: 3185.814697
	Iteration 4Q: 3 clusters Score -2080130 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2080732.000000 Penalty: 3185.814697
	Iteration 5F: 3 clusters Score -2080732 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2081489.250000 Penalty: 3185.814697
	Iteration 6F: 3 clusters Score -2081489 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2082330.000000 Penalty: 3185.814697
	Iteration 7F: 3 clusters Score -2082330 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2083054.750000 Penalty: 3185.814697
	Iteration 8F: 3 clusters Score -2083055 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2083584.000000 Penalty: 3185.814697
	Iteration 9Q: 3 clusters Score -2083584 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2083857.750000 Penalty: 3185.814697
	Iteration 10Q: 3 clusters Score -2083858 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2083988.125000 Penalty: 3185.814697
	Iteration 11Q: 3 clusters Score -2083988 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2084086.750000 Penalty: 3185.814697
	Iteration 12Q: 3 clusters Score -2084087 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2084153.000000 Penalty: 3185.814697
	Iteration 13Q: 3 clusters Score -2084153 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2084202.625000 Penalty: 3185.814697
	Iteration 14Q: 3 clusters Score -2084203 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2084242.375000 Penalty: 3185.814697
	Iteration 15Q: 3 clusters Score -2084242 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2084274.125000 Penalty: 3185.814697
	Iteration 16Q: 3 clusters Score -2084274 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2084313.000000 Penalty: 3185.814697
	Iteration 17Q: 3 clusters Score -2084313 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2084353.000000 Penalty: 3185.814697
	Iteration 18Q: 3 clusters Score -2084353 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2084383.750000 Penalty: 3185.814697
	Iteration 19Q: 3 clusters Score -2084384 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2084441.375000 Penalty: 3185.814697
	Iteration 20F: 3 clusters Score -2084441 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2084478.875000 Penalty: 3185.814697
	Iteration 21Q: 3 clusters Score -2084479 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2084514.875000 Penalty: 3185.814697
	Iteration 22Q: 3 clusters Score -2084515 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2084562.500000 Penalty: 3185.814697
	Iteration 23Q: 3 clusters Score -2084562 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2084600.125000 Penalty: 3185.814697
	Iteration 24Q: 3 clusters Score -2084600 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2084654.750000 Penalty: 3185.814697
	Iteration 25Q: 3 clusters Score -2084655 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2084709.125000 Penalty: 3185.814697
	Iteration 26Q: 3 clusters Score -2084709 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2084768.500000 Penalty: 3185.814697
	Iteration 27Q: 3 clusters Score -2084768 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2084838.125000 Penalty: 3185.814697
	Iteration 28Q: 3 clusters Score -2084838 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2084910.875000 Penalty: 3185.814697
	Iteration 29Q: 3 clusters Score -2084911 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2084983.750000 Penalty: 3185.814697
	Iteration 30Q: 3 clusters Score -2084984 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2085062.250000 Penalty: 3185.814697
	Iteration 31Q: 3 clusters Score -2085062 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2085120.750000 Penalty: 3185.814697
	Iteration 32Q: 3 clusters Score -2085121 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2085177.125000 Penalty: 3185.814697
	Iteration 33Q: 3 clusters Score -2085177 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2085222.375000 Penalty: 3185.814697
	Iteration 34Q: 3 clusters Score -2085222 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2085277.625000 Penalty: 3185.814697
	Iteration 35Q: 3 clusters Score -2085278 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2085325.375000 Penalty: 3185.814697
	Iteration 36Q: 3 clusters Score -2085325 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2085360.375000 Penalty: 3185.814697
	Iteration 37Q: 3 clusters Score -2085360 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2085410.500000 Penalty: 3185.814697
	Iteration 38Q: 3 clusters Score -2085410 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2085457.375000 Penalty: 3185.814697
	Iteration 39Q: 3 clusters Score -2085457 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2085495.000000 Penalty: 3185.814697
	Iteration 40F: 3 clusters Score -2085495 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2085532.125000 Penalty: 3185.814697
	Iteration 41Q: 3 clusters Score -2085532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2085544.875000 Penalty: 3185.814697
	Iteration 42Q: 3 clusters Score -2085545 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2085560.750000 Penalty: 3185.814697
	Iteration 43Q: 3 clusters Score -2085561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2085584.000000 Penalty: 3185.814697
	Iteration 44Q: 3 clusters Score -2085584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2085598.750000 Penalty: 3185.814697
	Iteration 45Q: 3 clusters Score -2085599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2085606.500000 Penalty: 3185.814697
	Iteration 46Q: 3 clusters Score -2085606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2085616.500000 Penalty: 3185.814697
	Iteration 47Q: 3 clusters Score -2085616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2085626.375000 Penalty: 3185.814697
	Iteration 48Q: 3 clusters Score -2085626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2085647.500000 Penalty: 3185.814697
	Iteration 49Q: 3 clusters Score -2085648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2085658.500000 Penalty: 3185.814697
	Iteration 50Q: 3 clusters Score -2085658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2085666.250000 Penalty: 3185.814697
	Iteration 51Q: 3 clusters Score -2085666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2085671.500000 Penalty: 3185.814697
	Iteration 52Q: 3 clusters Score -2085672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2085682.250000 Penalty: 3185.814697
	Iteration 53Q: 3 clusters Score -2085682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2085689.750000 Penalty: 3185.814697
	Iteration 54Q: 3 clusters Score -2085690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2085694.625000 Penalty: 3185.814697
	Iteration 55Q: 3 clusters Score -2085695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2085695.000000 Penalty: 3185.814697
	Iteration 56Q: 3 clusters Score -2085695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2085700.125000 Penalty: 3185.814697
	Iteration 57Q: 3 clusters Score -2085700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2085702.375000 Penalty: 3185.814697
	Iteration 58Q: 3 clusters Score -2085702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2085702.875000 Penalty: 3185.814697
	Iteration 59Q: 3 clusters Score -2085703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2085704.750000 Penalty: 3185.814697
	Iteration 60F: 3 clusters Score -2085705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2085700.875000 Penalty: 3185.814697
	Iteration 61Q: 3 clusters Score -2085701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2085704.125000 Penalty: 3185.814697
	Iteration 62Q: 3 clusters Score -2085704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2085704.875000 Penalty: 3185.814697
	Iteration 63Q: 3 clusters Score -2085705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2085705.000000 Penalty: 3185.814697
	Iteration 64Q: 3 clusters Score -2085705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2085705.000000 Penalty: 3185.814697
	Iteration 65F: 3 clusters Score -2085705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Entering Unmasked Estep 
Score: -1675488.500000 Penalty: 1563.949219
	Iteration 0F: 2 clusters Score -1675488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1664987.000000 Penalty: 3127.898438
	Iteration 0F: 3 clusters Score -1664987 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1668613.375000 Penalty: 3127.898438
	Iteration 1F: 3 clusters Score -1668613 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1668815.500000 Penalty: 3127.898438
	Iteration 2Q: 3 clusters Score -1668816 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1669011.000000 Penalty: 3127.898438
	Iteration 3Q: 3 clusters Score -1669011 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1669215.000000 Penalty: 3127.898438
	Iteration 4Q: 3 clusters Score -1669215 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1669423.250000 Penalty: 3127.898438
	Iteration 5Q: 3 clusters Score -1669423 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1669692.250000 Penalty: 3127.898438
	Iteration 6Q: 3 clusters Score -1669692 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1670069.875000 Penalty: 3127.898438
	Iteration 7Q: 3 clusters Score -1670070 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1670600.000000 Penalty: 3127.898438
	Iteration 8F: 3 clusters Score -1670600 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1671345.500000 Penalty: 3127.898438
	Iteration 9F: 3 clusters Score -1671346 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1672220.250000 Penalty: 3127.898438
	Iteration 10F: 3 clusters Score -1672220 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1672952.750000 Penalty: 3127.898438
	Iteration 11F: 3 clusters Score -1672953 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1673489.500000 Penalty: 3127.898438
	Iteration 12Q: 3 clusters Score -1673490 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1673806.500000 Penalty: 3127.898438
	Iteration 13Q: 3 clusters Score -1673806 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1673984.875000 Penalty: 3127.898438
	Iteration 14Q: 3 clusters Score -1673985 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1674064.750000 Penalty: 3127.898438
	Iteration 15Q: 3 clusters Score -1674065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1674108.375000 Penalty: 3127.898438
	Iteration 16Q: 3 clusters Score -1674108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1674125.875000 Penalty: 3127.898438
	Iteration 17Q: 3 clusters Score -1674126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1674139.125000 Penalty: 3127.898438
	Iteration 18Q: 3 clusters Score -1674139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1674152.875000 Penalty: 3127.898438
	Iteration 19Q: 3 clusters Score -1674153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1674158.000000 Penalty: 3127.898438
	Iteration 20F: 3 clusters Score -1674158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1674159.375000 Penalty: 3127.898438
	Iteration 21Q: 3 clusters Score -1674159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1674161.625000 Penalty: 3127.898438
	Iteration 22Q: 3 clusters Score -1674162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1674161.625000 Penalty: 3127.898438
	Iteration 23F: 3 clusters Score -1674162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84874 members 
Entering Unmasked Estep 
Score: -9810630.000000 Penalty: 1844.199951
	Iteration 0F: 2 clusters Score -9810630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -9754552.000000 Penalty: 3688.399902
	Iteration 0F: 3 clusters Score -9754552 nChanged 40363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -9777769.000000 Penalty: 3688.399902
	Iteration 1F: 3 clusters Score -9777769 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -9778333.000000 Penalty: 3688.399902
	Iteration 2Q: 3 clusters Score -9778333 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -9779099.000000 Penalty: 3688.399902
	Iteration 3Q: 3 clusters Score -9779099 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -9780015.000000 Penalty: 3688.399902
	Iteration 4Q: 3 clusters Score -9780015 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -9781559.000000 Penalty: 3688.399902
	Iteration 5Q: 3 clusters Score -9781559 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -9784368.000000 Penalty: 3688.399902
	Iteration 6F: 3 clusters Score -9784368 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -9789022.000000 Penalty: 3688.399902
	Iteration 7F: 3 clusters Score -9789022 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -9795612.000000 Penalty: 3688.399902
	Iteration 8F: 3 clusters Score -9795612 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 77724 members 
Entering Unmasked Estep 
Score: -9802218.000000 Penalty: 3688.399902
	Iteration 9F: 3 clusters Score -9802218 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -9806292.000000 Penalty: 3688.399902
	Iteration 10F: 3 clusters Score -9806292 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 83901 members 
Entering Unmasked Estep 
Score: -9808013.000000 Penalty: 3688.399902
	Iteration 11Q: 3 clusters Score -9808013 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 84515 members 
Entering Unmasked Estep 
Score: -9808637.000000 Penalty: 3688.399902
	Iteration 12Q: 3 clusters Score -9808637 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -9808853.000000 Penalty: 3688.399902
	Iteration 13Q: 3 clusters Score -9808853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 84707 members 
Entering Unmasked Estep 
Score: -9808927.000000 Penalty: 3688.399902
	Iteration 14Q: 3 clusters Score -9808927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 84724 members 
Entering Unmasked Estep 
Score: -9808965.000000 Penalty: 3688.399902
	Iteration 15Q: 3 clusters Score -9808965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 84729 members 
Entering Unmasked Estep 
Score: -9808988.000000 Penalty: 3688.399902
	Iteration 16Q: 3 clusters Score -9808988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 84732 members 
Entering Unmasked Estep 
Score: -9808998.000000 Penalty: 3688.399902
	Iteration 17Q: 3 clusters Score -9808998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
Score: -9809010.000000 Penalty: 3688.399902
	Iteration 18Q: 3 clusters Score -9809010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -9809013.000000 Penalty: 3688.399902
	Iteration 19Q: 3 clusters Score -9809013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -9809016.000000 Penalty: 3688.399902
	Iteration 20F: 3 clusters Score -9809016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 84738 members 
Entering Unmasked Estep 
Score: -9809014.000000 Penalty: 3688.399902
	Iteration 21Q: 3 clusters Score -9809014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 84738 members 
Entering Unmasked Estep 
Score: -9809014.000000 Penalty: 3688.399902
	Iteration 22F: 3 clusters Score -9809014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -396558.906250 Penalty: 1335.026489
	Iteration 0F: 2 clusters Score -396558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -393440.531250 Penalty: 2670.052979
	Iteration 0F: 3 clusters Score -393440.5 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -394524.718750 Penalty: 2670.052979
	Iteration 1F: 3 clusters Score -394524.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -395014.875000 Penalty: 2670.052979
	Iteration 2F: 3 clusters Score -395014.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -395558.843750 Penalty: 2670.052979
	Iteration 3F: 3 clusters Score -395558.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -395959.718750 Penalty: 2670.052979
	Iteration 4F: 3 clusters Score -395959.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -396219.125000 Penalty: 2670.052979
	Iteration 5F: 3 clusters Score -396219.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -396324.062500 Penalty: 2670.052979
	Iteration 6Q: 3 clusters Score -396324.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -396369.406250 Penalty: 2670.052979
	Iteration 7Q: 3 clusters Score -396369.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -396390.781250 Penalty: 2670.052979
	Iteration 8Q: 3 clusters Score -396390.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -396407.750000 Penalty: 2670.052979
	Iteration 9Q: 3 clusters Score -396407.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -396414.187500 Penalty: 2670.052979
	Iteration 10Q: 3 clusters Score -396414.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -396421.937500 Penalty: 2670.052979
	Iteration 11Q: 3 clusters Score -396421.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -396428.437500 Penalty: 2670.052979
	Iteration 12Q: 3 clusters Score -396428.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -396437.218750 Penalty: 2670.052979
	Iteration 13Q: 3 clusters Score -396437.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -396440.250000 Penalty: 2670.052979
	Iteration 14Q: 3 clusters Score -396440.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -396443.312500 Penalty: 2670.052979
	Iteration 15Q: 3 clusters Score -396443.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -396444.406250 Penalty: 2670.052979
	Iteration 16Q: 3 clusters Score -396444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -396444.125000 Penalty: 2670.052979
	Iteration 17Q: 3 clusters Score -396444.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -396444.125000 Penalty: 2670.052979
	Iteration 18F: 3 clusters Score -396444.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -99862.382812 Penalty: 1118.895264
	Iteration 0F: 2 clusters Score -99862.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -98480.179688 Penalty: 2237.790527
	Iteration 0F: 3 clusters Score -98480.18 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98796.226562 Penalty: 2237.790527
	Iteration 1F: 3 clusters Score -98796.23 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98922.523438 Penalty: 2237.790527
	Iteration 2F: 3 clusters Score -98922.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99009.453125 Penalty: 2237.790527
	Iteration 3F: 3 clusters Score -99009.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99072.812500 Penalty: 2237.790527
	Iteration 4Q: 3 clusters Score -99072.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99137.414062 Penalty: 2237.790527
	Iteration 5Q: 3 clusters Score -99137.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -99178.742188 Penalty: 2237.790527
	Iteration 6Q: 3 clusters Score -99178.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -99204.804688 Penalty: 2237.790527
	Iteration 7Q: 3 clusters Score -99204.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -99214.554688 Penalty: 2237.790527
	Iteration 8Q: 3 clusters Score -99214.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -99218.984375 Penalty: 2237.790527
	Iteration 9Q: 3 clusters Score -99218.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -99225.984375 Penalty: 2237.790527
	Iteration 10Q: 3 clusters Score -99225.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99236.359375 Penalty: 2237.790527
	Iteration 11Q: 3 clusters Score -99236.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -99249.195312 Penalty: 2237.790527
	Iteration 12Q: 3 clusters Score -99249.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -99256.460938 Penalty: 2237.790527
	Iteration 13Q: 3 clusters Score -99256.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -99264.398438 Penalty: 2237.790527
	Iteration 14Q: 3 clusters Score -99264.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -99272.218750 Penalty: 2237.790527
	Iteration 15Q: 3 clusters Score -99272.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99286.937500 Penalty: 2237.790527
	Iteration 16Q: 3 clusters Score -99286.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -99297.304688 Penalty: 2237.790527
	Iteration 17Q: 3 clusters Score -99297.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -99304.578125 Penalty: 2237.790527
	Iteration 18Q: 3 clusters Score -99304.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -99305.421875 Penalty: 2237.790527
	Iteration 19Q: 3 clusters Score -99305.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -99306.054688 Penalty: 2237.790527
	Iteration 20F: 3 clusters Score -99306.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -99306.914062 Penalty: 2237.790527
	Iteration 21Q: 3 clusters Score -99306.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -99309.179688 Penalty: 2237.790527
	Iteration 22Q: 3 clusters Score -99309.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -99312.664062 Penalty: 2237.790527
	Iteration 23Q: 3 clusters Score -99312.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -99312.664062 Penalty: 2237.790527
	Iteration 24F: 3 clusters Score -99312.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Entering Unmasked Estep 
Score: -5406161.000000 Penalty: 1748.614990
	Iteration 0F: 2 clusters Score -5406161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -5374589.500000 Penalty: 3497.229980
	Iteration 0F: 3 clusters Score -5374590 nChanged 22044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -5387042.000000 Penalty: 3497.229980
	Iteration 1F: 3 clusters Score -5387042 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -5387584.000000 Penalty: 3497.229980
	Iteration 2Q: 3 clusters Score -5387584 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -5388173.000000 Penalty: 3497.229980
	Iteration 3Q: 3 clusters Score -5388173 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -5388895.500000 Penalty: 3497.229980
	Iteration 4Q: 3 clusters Score -5388896 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -5389858.000000 Penalty: 3497.229980
	Iteration 5Q: 3 clusters Score -5389858 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -5391177.500000 Penalty: 3497.229980
	Iteration 6F: 3 clusters Score -5391178 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -5393060.000000 Penalty: 3497.229980
	Iteration 7F: 3 clusters Score -5393060 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -5395399.000000 Penalty: 3497.229980
	Iteration 8F: 3 clusters Score -5395399 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -5397260.500000 Penalty: 3497.229980
	Iteration 9F: 3 clusters Score -5397260 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -5398170.500000 Penalty: 3497.229980
	Iteration 10Q: 3 clusters Score -5398170 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -5398552.000000 Penalty: 3497.229980
	Iteration 11Q: 3 clusters Score -5398552 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -5398796.000000 Penalty: 3497.229980
	Iteration 12Q: 3 clusters Score -5398796 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -5399013.500000 Penalty: 3497.229980
	Iteration 13Q: 3 clusters Score -5399014 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -5399218.500000 Penalty: 3497.229980
	Iteration 14Q: 3 clusters Score -5399218 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -5399437.500000 Penalty: 3497.229980
	Iteration 15Q: 3 clusters Score -5399438 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -5399691.000000 Penalty: 3497.229980
	Iteration 16Q: 3 clusters Score -5399691 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -5399898.000000 Penalty: 3497.229980
	Iteration 17Q: 3 clusters Score -5399898 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -5400158.000000 Penalty: 3497.229980
	Iteration 18Q: 3 clusters Score -5400158 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -5400414.000000 Penalty: 3497.229980
	Iteration 19Q: 3 clusters Score -5400414 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -5400709.500000 Penalty: 3497.229980
	Iteration 20F: 3 clusters Score -5400710 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -5401013.000000 Penalty: 3497.229980
	Iteration 21Q: 3 clusters Score -5401013 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -5401331.500000 Penalty: 3497.229980
	Iteration 22Q: 3 clusters Score -5401332 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -5401622.000000 Penalty: 3497.229980
	Iteration 23Q: 3 clusters Score -5401622 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -5401915.000000 Penalty: 3497.229980
	Iteration 24Q: 3 clusters Score -5401915 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -5402249.500000 Penalty: 3497.229980
	Iteration 25Q: 3 clusters Score -5402250 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5402606.500000 Penalty: 3497.229980
	Iteration 26Q: 3 clusters Score -5402606 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -5402925.500000 Penalty: 3497.229980
	Iteration 27Q: 3 clusters Score -5402926 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5403180.000000 Penalty: 3497.229980
	Iteration 28Q: 3 clusters Score -5403180 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5403484.500000 Penalty: 3497.229980
	Iteration 29Q: 3 clusters Score -5403484 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5403720.500000 Penalty: 3497.229980
	Iteration 30Q: 3 clusters Score -5403720 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5403943.000000 Penalty: 3497.229980
	Iteration 31Q: 3 clusters Score -5403943 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5404133.000000 Penalty: 3497.229980
	Iteration 32Q: 3 clusters Score -5404133 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5404282.500000 Penalty: 3497.229980
	Iteration 33Q: 3 clusters Score -5404282 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5404388.000000 Penalty: 3497.229980
	Iteration 34Q: 3 clusters Score -5404388 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5404441.000000 Penalty: 3497.229980
	Iteration 35Q: 3 clusters Score -5404441 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5404484.500000 Penalty: 3497.229980
	Iteration 36Q: 3 clusters Score -5404484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5404528.500000 Penalty: 3497.229980
	Iteration 37Q: 3 clusters Score -5404528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5404553.500000 Penalty: 3497.229980
	Iteration 38Q: 3 clusters Score -5404554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5404574.500000 Penalty: 3497.229980
	Iteration 39Q: 3 clusters Score -5404574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5404587.000000 Penalty: 3497.229980
	Iteration 40F: 3 clusters Score -5404587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5404595.000000 Penalty: 3497.229980
	Iteration 41Q: 3 clusters Score -5404595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5404611.000000 Penalty: 3497.229980
	Iteration 42Q: 3 clusters Score -5404611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5404619.000000 Penalty: 3497.229980
	Iteration 43Q: 3 clusters Score -5404619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5404634.000000 Penalty: 3497.229980
	Iteration 44Q: 3 clusters Score -5404634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5404638.500000 Penalty: 3497.229980
	Iteration 45Q: 3 clusters Score -5404638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5404643.000000 Penalty: 3497.229980
	Iteration 46Q: 3 clusters Score -5404643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5404647.500000 Penalty: 3497.229980
	Iteration 47Q: 3 clusters Score -5404648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5404648.500000 Penalty: 3497.229980
	Iteration 48Q: 3 clusters Score -5404648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5404647.500000 Penalty: 3497.229980
	Iteration 49Q: 3 clusters Score -5404648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5404652.000000 Penalty: 3497.229980
	Iteration 50Q: 3 clusters Score -5404652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5404650.500000 Penalty: 3497.229980
	Iteration 51Q: 3 clusters Score -5404650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5404649.500000 Penalty: 3497.229980
	Iteration 52Q: 3 clusters Score -5404650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5404652.500000 Penalty: 3497.229980
	Iteration 53Q: 3 clusters Score -5404652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5404652.500000 Penalty: 3497.229980
	Iteration 54F: 3 clusters Score -5404652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -42183.625000 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -42183.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41259.812500 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -41259.81 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41530.335938 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -41530.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41608.101562 Penalty: 1971.485229
	Iteration 2F: 3 clusters Score -41608.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41675.710938 Penalty: 1971.485229
	Iteration 3Q: 3 clusters Score -41675.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41728.328125 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -41728.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41832.632812 Penalty: 1971.485229
	Iteration 5F: 3 clusters Score -41832.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41891.500000 Penalty: 1971.485229
	Iteration 6Q: 3 clusters Score -41891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41911.082031 Penalty: 1971.485229
	Iteration 7Q: 3 clusters Score -41911.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41914.886719 Penalty: 1971.485229
	Iteration 8Q: 3 clusters Score -41914.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41917.285156 Penalty: 1971.485229
	Iteration 9Q: 3 clusters Score -41917.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41917.285156 Penalty: 1971.485229
	Iteration 10F: 3 clusters Score -41917.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Entering Unmasked Estep 
Score: -703616.687500 Penalty: 1416.063843
	Iteration 0F: 2 clusters Score -703616.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -698918.562500 Penalty: 2832.127686
	Iteration 0F: 3 clusters Score -698918.6 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -700339.000000 Penalty: 2832.127686
	Iteration 1F: 3 clusters Score -700339 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -700554.937500 Penalty: 2832.127686
	Iteration 2F: 3 clusters Score -700554.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -700772.500000 Penalty: 2832.127686
	Iteration 3F: 3 clusters Score -700772.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -701004.937500 Penalty: 2832.127686
	Iteration 4F: 3 clusters Score -701004.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -701244.187500 Penalty: 2832.127686
	Iteration 5F: 3 clusters Score -701244.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -701529.812500 Penalty: 2832.127686
	Iteration 6F: 3 clusters Score -701529.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -701812.875000 Penalty: 2832.127686
	Iteration 7F: 3 clusters Score -701812.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -702109.312500 Penalty: 2832.127686
	Iteration 8Q: 3 clusters Score -702109.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -702373.687500 Penalty: 2832.127686
	Iteration 9Q: 3 clusters Score -702373.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -702585.812500 Penalty: 2832.127686
	Iteration 10Q: 3 clusters Score -702585.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -702712.375000 Penalty: 2832.127686
	Iteration 11Q: 3 clusters Score -702712.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -702771.875000 Penalty: 2832.127686
	Iteration 12Q: 3 clusters Score -702771.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -702789.062500 Penalty: 2832.127686
	Iteration 13Q: 3 clusters Score -702789.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -702796.562500 Penalty: 2832.127686
	Iteration 14Q: 3 clusters Score -702796.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -702802.687500 Penalty: 2832.127686
	Iteration 15Q: 3 clusters Score -702802.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -702805.750000 Penalty: 2832.127686
	Iteration 16Q: 3 clusters Score -702805.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -702809.687500 Penalty: 2832.127686
	Iteration 17Q: 3 clusters Score -702809.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -702812.000000 Penalty: 2832.127686
	Iteration 18Q: 3 clusters Score -702812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -702811.937500 Penalty: 2832.127686
	Iteration 19Q: 3 clusters Score -702811.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -702814.062500 Penalty: 2832.127686
	Iteration 20F: 3 clusters Score -702814.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (144977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144977 members 
Entering Unmasked Estep 
Score: -16389608.000000 Penalty: 1931.203735
	Iteration 0F: 2 clusters Score -1.638961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72727 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -16293455.000000 Penalty: 3862.407471
	Iteration 0F: 3 clusters Score -1.629346e+07 nChanged 69859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -16334891.000000 Penalty: 3862.407471
	Iteration 1F: 3 clusters Score -1.633489e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80506 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -16336529.000000 Penalty: 3862.407471
	Iteration 2Q: 3 clusters Score -1.633653e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -16339185.000000 Penalty: 3862.407471
	Iteration 3Q: 3 clusters Score -1.633918e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91716 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -16343412.000000 Penalty: 3862.407471
	Iteration 4F: 3 clusters Score -1.634341e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -16350390.000000 Penalty: 3862.407471
	Iteration 5F: 3 clusters Score -1.635039e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111619 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -16359758.000000 Penalty: 3862.407471
	Iteration 6F: 3 clusters Score -1.635976e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122005 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -16369601.000000 Penalty: 3862.407471
	Iteration 7F: 3 clusters Score -1.63696e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129960 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -16377209.000000 Penalty: 3862.407471
	Iteration 8F: 3 clusters Score -1.637721e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135040 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -16382005.000000 Penalty: 3862.407471
	Iteration 9Q: 3 clusters Score -1.6382e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138123 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -16384555.000000 Penalty: 3862.407471
	Iteration 10Q: 3 clusters Score -1.638456e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139986 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -16385962.000000 Penalty: 3862.407471
	Iteration 11Q: 3 clusters Score -1.638596e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141187 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -16386859.000000 Penalty: 3862.407471
	Iteration 12Q: 3 clusters Score -1.638686e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141980 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -16387416.000000 Penalty: 3862.407471
	Iteration 13Q: 3 clusters Score -1.638742e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142500 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -16387771.000000 Penalty: 3862.407471
	Iteration 14Q: 3 clusters Score -1.638777e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142831 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -16387944.000000 Penalty: 3862.407471
	Iteration 15Q: 3 clusters Score -1.638794e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143070 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -16388037.000000 Penalty: 3862.407471
	Iteration 16Q: 3 clusters Score -1.638804e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143238 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -16388132.000000 Penalty: 3862.407471
	Iteration 17Q: 3 clusters Score -1.638813e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143361 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -16388169.000000 Penalty: 3862.407471
	Iteration 18Q: 3 clusters Score -1.638817e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143446 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -16388199.000000 Penalty: 3862.407471
	Iteration 19Q: 3 clusters Score -1.63882e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143505 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -16388240.000000 Penalty: 3862.407471
	Iteration 20F: 3 clusters Score -1.638824e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143561 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -16388247.000000 Penalty: 3862.407471
	Iteration 21Q: 3 clusters Score -1.638825e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143603 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -16388260.000000 Penalty: 3862.407471
	Iteration 22Q: 3 clusters Score -1.638826e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143635 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -16388253.000000 Penalty: 3862.407471
	Iteration 23Q: 3 clusters Score -1.638825e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143664 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -16388285.000000 Penalty: 3862.407471
	Iteration 24Q: 3 clusters Score -1.638828e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143687 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -16388296.000000 Penalty: 3862.407471
	Iteration 25Q: 3 clusters Score -1.63883e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143709 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -16388295.000000 Penalty: 3862.407471
	Iteration 26Q: 3 clusters Score -1.63883e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143729 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -16388299.000000 Penalty: 3862.407471
	Iteration 27Q: 3 clusters Score -1.63883e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143741 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -16388314.000000 Penalty: 3862.407471
	Iteration 28Q: 3 clusters Score -1.638831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143752 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -16388315.000000 Penalty: 3862.407471
	Iteration 29Q: 3 clusters Score -1.638832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143757 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -16388315.000000 Penalty: 3862.407471
	Iteration 30Q: 3 clusters Score -1.638832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143765 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -16388305.000000 Penalty: 3862.407471
	Iteration 31Q: 3 clusters Score -1.63883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143775 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -16388327.000000 Penalty: 3862.407471
	Iteration 32Q: 3 clusters Score -1.638833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143779 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -16388330.000000 Penalty: 3862.407471
	Iteration 33Q: 3 clusters Score -1.638833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143784 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -16388328.000000 Penalty: 3862.407471
	Iteration 34Q: 3 clusters Score -1.638833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143789 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -16388330.000000 Penalty: 3862.407471
	Iteration 35Q: 3 clusters Score -1.638833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143793 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -16388334.000000 Penalty: 3862.407471
	Iteration 36Q: 3 clusters Score -1.638833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143794 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -16388330.000000 Penalty: 3862.407471
	Iteration 37Q: 3 clusters Score -1.638833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143793 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -16388337.000000 Penalty: 3862.407471
	Iteration 38Q: 3 clusters Score -1.638834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143795 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -16388336.000000 Penalty: 3862.407471
	Iteration 39Q: 3 clusters Score -1.638834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143798 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -16388336.000000 Penalty: 3862.407471
	Iteration 40F: 3 clusters Score -1.638834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143804 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -16388335.000000 Penalty: 3862.407471
	Iteration 41Q: 3 clusters Score -1.638834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143812 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -16388352.000000 Penalty: 3862.407471
	Iteration 42Q: 3 clusters Score -1.638835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143819 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -16388359.000000 Penalty: 3862.407471
	Iteration 43Q: 3 clusters Score -1.638836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143824 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -16388371.000000 Penalty: 3862.407471
	Iteration 44Q: 3 clusters Score -1.638837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143826 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -16388366.000000 Penalty: 3862.407471
	Iteration 45Q: 3 clusters Score -1.638837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143829 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -16388370.000000 Penalty: 3862.407471
	Iteration 46Q: 3 clusters Score -1.638837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143831 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -16388364.000000 Penalty: 3862.407471
	Iteration 47Q: 3 clusters Score -1.638836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143832 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -16388365.000000 Penalty: 3862.407471
	Iteration 48Q: 3 clusters Score -1.638836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143833 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -16388373.000000 Penalty: 3862.407471
	Iteration 49Q: 3 clusters Score -1.638837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143835 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -16388363.000000 Penalty: 3862.407471
	Iteration 50Q: 3 clusters Score -1.638836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143836 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -16388377.000000 Penalty: 3862.407471
	Iteration 51Q: 3 clusters Score -1.638838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143837 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -16388377.000000 Penalty: 3862.407471
	Iteration 52Q: 3 clusters Score -1.638838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143839 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -16388376.000000 Penalty: 3862.407471
	Iteration 53Q: 3 clusters Score -1.638838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143842 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -16388375.000000 Penalty: 3862.407471
	Iteration 54Q: 3 clusters Score -1.638838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143843 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -16388380.000000 Penalty: 3862.407471
	Iteration 55Q: 3 clusters Score -1.638838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143844 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -16388376.000000 Penalty: 3862.407471
	Iteration 56Q: 3 clusters Score -1.638838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143846 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -16388368.000000 Penalty: 3862.407471
	Iteration 57Q: 3 clusters Score -1.638837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143848 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -16388367.000000 Penalty: 3862.407471
	Iteration 58Q: 3 clusters Score -1.638837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143849 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -16388383.000000 Penalty: 3862.407471
	Iteration 59Q: 3 clusters Score -1.638838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143849 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -16388383.000000 Penalty: 3862.407471
	Iteration 60F: 3 clusters Score -1.638838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Entering Unmasked Estep 
Score: -430944.906250 Penalty: 1337.814697
	Iteration 0F: 2 clusters Score -430944.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -427713.031250 Penalty: 2675.629395
	Iteration 0F: 3 clusters Score -427713 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -428519.031250 Penalty: 2675.629395
	Iteration 1F: 3 clusters Score -428519 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -428638.156250 Penalty: 2675.629395
	Iteration 2F: 3 clusters Score -428638.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -428727.656250 Penalty: 2675.629395
	Iteration 3Q: 3 clusters Score -428727.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -428788.843750 Penalty: 2675.629395
	Iteration 4Q: 3 clusters Score -428788.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -428830.343750 Penalty: 2675.629395
	Iteration 5Q: 3 clusters Score -428830.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -428865.562500 Penalty: 2675.629395
	Iteration 6Q: 3 clusters Score -428865.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -428893.687500 Penalty: 2675.629395
	Iteration 7Q: 3 clusters Score -428893.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -428922.375000 Penalty: 2675.629395
	Iteration 8Q: 3 clusters Score -428922.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -428948.375000 Penalty: 2675.629395
	Iteration 9Q: 3 clusters Score -428948.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -428975.125000 Penalty: 2675.629395
	Iteration 10Q: 3 clusters Score -428975.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -429008.062500 Penalty: 2675.629395
	Iteration 11Q: 3 clusters Score -429008.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -429041.531250 Penalty: 2675.629395
	Iteration 12Q: 3 clusters Score -429041.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -429069.312500 Penalty: 2675.629395
	Iteration 13Q: 3 clusters Score -429069.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -429093.750000 Penalty: 2675.629395
	Iteration 14Q: 3 clusters Score -429093.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -429109.281250 Penalty: 2675.629395
	Iteration 15Q: 3 clusters Score -429109.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -429131.812500 Penalty: 2675.629395
	Iteration 16Q: 3 clusters Score -429131.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -429158.750000 Penalty: 2675.629395
	Iteration 17Q: 3 clusters Score -429158.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -429188.375000 Penalty: 2675.629395
	Iteration 18Q: 3 clusters Score -429188.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -429211.343750 Penalty: 2675.629395
	Iteration 19Q: 3 clusters Score -429211.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -429229.531250 Penalty: 2675.629395
	Iteration 20F: 3 clusters Score -429229.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -429246.156250 Penalty: 2675.629395
	Iteration 21Q: 3 clusters Score -429246.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -429263.531250 Penalty: 2675.629395
	Iteration 22Q: 3 clusters Score -429263.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -429280.968750 Penalty: 2675.629395
	Iteration 23Q: 3 clusters Score -429281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -429306.437500 Penalty: 2675.629395
	Iteration 24Q: 3 clusters Score -429306.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -429333.843750 Penalty: 2675.629395
	Iteration 25Q: 3 clusters Score -429333.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -429364.593750 Penalty: 2675.629395
	Iteration 26Q: 3 clusters Score -429364.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -429388.812500 Penalty: 2675.629395
	Iteration 27Q: 3 clusters Score -429388.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -429409.343750 Penalty: 2675.629395
	Iteration 28Q: 3 clusters Score -429409.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -429433.906250 Penalty: 2675.629395
	Iteration 29Q: 3 clusters Score -429433.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -429457.218750 Penalty: 2675.629395
	Iteration 30Q: 3 clusters Score -429457.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -429475.718750 Penalty: 2675.629395
	Iteration 31Q: 3 clusters Score -429475.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -429490.812500 Penalty: 2675.629395
	Iteration 32Q: 3 clusters Score -429490.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -429505.625000 Penalty: 2675.629395
	Iteration 33Q: 3 clusters Score -429505.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -429517.875000 Penalty: 2675.629395
	Iteration 34Q: 3 clusters Score -429517.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -429525.968750 Penalty: 2675.629395
	Iteration 35Q: 3 clusters Score -429526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -429534.593750 Penalty: 2675.629395
	Iteration 36Q: 3 clusters Score -429534.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -429542.468750 Penalty: 2675.629395
	Iteration 37Q: 3 clusters Score -429542.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -429545.781250 Penalty: 2675.629395
	Iteration 38Q: 3 clusters Score -429545.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -429550.218750 Penalty: 2675.629395
	Iteration 39Q: 3 clusters Score -429550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -429551.812500 Penalty: 2675.629395
	Iteration 40F: 3 clusters Score -429551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -429554.156250 Penalty: 2675.629395
	Iteration 41Q: 3 clusters Score -429554.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -429555.781250 Penalty: 2675.629395
	Iteration 42Q: 3 clusters Score -429555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -429556.406250 Penalty: 2675.629395
	Iteration 43Q: 3 clusters Score -429556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -429557.312500 Penalty: 2675.629395
	Iteration 44Q: 3 clusters Score -429557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -429557.625000 Penalty: 2675.629395
	Iteration 45Q: 3 clusters Score -429557.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -429557.812500 Penalty: 2675.629395
	Iteration 46Q: 3 clusters Score -429557.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -429558.343750 Penalty: 2675.629395
	Iteration 47Q: 3 clusters Score -429558.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -429558.593750 Penalty: 2675.629395
	Iteration 48Q: 3 clusters Score -429558.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -429559.250000 Penalty: 2675.629395
	Iteration 49Q: 3 clusters Score -429559.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -429560.125000 Penalty: 2675.629395
	Iteration 50Q: 3 clusters Score -429560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -429561.093750 Penalty: 2675.629395
	Iteration 51Q: 3 clusters Score -429561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -429561.000000 Penalty: 2675.629395
	Iteration 52Q: 3 clusters Score -429561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -429562.687500 Penalty: 2675.629395
	Iteration 53Q: 3 clusters Score -429562.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -429564.281250 Penalty: 2675.629395
	Iteration 54Q: 3 clusters Score -429564.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -429566.500000 Penalty: 2675.629395
	Iteration 55Q: 3 clusters Score -429566.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -429569.281250 Penalty: 2675.629395
	Iteration 56Q: 3 clusters Score -429569.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -429571.218750 Penalty: 2675.629395
	Iteration 57Q: 3 clusters Score -429571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -429573.000000 Penalty: 2675.629395
	Iteration 58Q: 3 clusters Score -429573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -429573.593750 Penalty: 2675.629395
	Iteration 59Q: 3 clusters Score -429573.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -429573.562500 Penalty: 2675.629395
	Iteration 60F: 3 clusters Score -429573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -429573.656250 Penalty: 2675.629395
	Iteration 61Q: 3 clusters Score -429573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -429573.656250 Penalty: 2675.629395
	Iteration 62F: 3 clusters Score -429573.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Entering Unmasked Estep 
Score: -736299.062500 Penalty: 1419.809937
	Iteration 0F: 2 clusters Score -736299.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -731477.625000 Penalty: 2839.619873
	Iteration 0F: 3 clusters Score -731477.6 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -732854.437500 Penalty: 2839.619873
	Iteration 1F: 3 clusters Score -732854.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -733013.812500 Penalty: 2839.619873
	Iteration 2F: 3 clusters Score -733013.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -733110.500000 Penalty: 2839.619873
	Iteration 3Q: 3 clusters Score -733110.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -733179.500000 Penalty: 2839.619873
	Iteration 4Q: 3 clusters Score -733179.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -733239.125000 Penalty: 2839.619873
	Iteration 5Q: 3 clusters Score -733239.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -733310.500000 Penalty: 2839.619873
	Iteration 6Q: 3 clusters Score -733310.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -733371.875000 Penalty: 2839.619873
	Iteration 7Q: 3 clusters Score -733371.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -733423.375000 Penalty: 2839.619873
	Iteration 8Q: 3 clusters Score -733423.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -733469.125000 Penalty: 2839.619873
	Iteration 9Q: 3 clusters Score -733469.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -733526.875000 Penalty: 2839.619873
	Iteration 10Q: 3 clusters Score -733526.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -733596.750000 Penalty: 2839.619873
	Iteration 11Q: 3 clusters Score -733596.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -733680.062500 Penalty: 2839.619873
	Iteration 12Q: 3 clusters Score -733680.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -733768.625000 Penalty: 2839.619873
	Iteration 13Q: 3 clusters Score -733768.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -733895.375000 Penalty: 2839.619873
	Iteration 14Q: 3 clusters Score -733895.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -734043.125000 Penalty: 2839.619873
	Iteration 15Q: 3 clusters Score -734043.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -734212.062500 Penalty: 2839.619873
	Iteration 16Q: 3 clusters Score -734212.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -734396.062500 Penalty: 2839.619873
	Iteration 17Q: 3 clusters Score -734396.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -734557.125000 Penalty: 2839.619873
	Iteration 18Q: 3 clusters Score -734557.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -734708.250000 Penalty: 2839.619873
	Iteration 19Q: 3 clusters Score -734708.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -734825.937500 Penalty: 2839.619873
	Iteration 20F: 3 clusters Score -734825.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -734907.125000 Penalty: 2839.619873
	Iteration 21Q: 3 clusters Score -734907.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -734948.562500 Penalty: 2839.619873
	Iteration 22Q: 3 clusters Score -734948.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -734974.812500 Penalty: 2839.619873
	Iteration 23Q: 3 clusters Score -734974.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -734990.437500 Penalty: 2839.619873
	Iteration 24Q: 3 clusters Score -734990.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -735011.000000 Penalty: 2839.619873
	Iteration 25Q: 3 clusters Score -735011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -735032.437500 Penalty: 2839.619873
	Iteration 26Q: 3 clusters Score -735032.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -735042.375000 Penalty: 2839.619873
	Iteration 27Q: 3 clusters Score -735042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -735054.000000 Penalty: 2839.619873
	Iteration 28Q: 3 clusters Score -735054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -735063.875000 Penalty: 2839.619873
	Iteration 29Q: 3 clusters Score -735063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -735068.000000 Penalty: 2839.619873
	Iteration 30Q: 3 clusters Score -735068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -735069.562500 Penalty: 2839.619873
	Iteration 31Q: 3 clusters Score -735069.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -735069.562500 Penalty: 2839.619873
	Iteration 32F: 3 clusters Score -735069.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Entering Unmasked Estep 
Score: -879248.187500 Penalty: 1449.367676
	Iteration 0F: 2 clusters Score -879248.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -873644.250000 Penalty: 2898.735352
	Iteration 0F: 3 clusters Score -873644.2 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -875265.375000 Penalty: 2898.735352
	Iteration 1F: 3 clusters Score -875265.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -875482.750000 Penalty: 2898.735352
	Iteration 2F: 3 clusters Score -875482.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -875651.812500 Penalty: 2898.735352
	Iteration 3F: 3 clusters Score -875651.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -875776.625000 Penalty: 2898.735352
	Iteration 4Q: 3 clusters Score -875776.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -875882.062500 Penalty: 2898.735352
	Iteration 5Q: 3 clusters Score -875882.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -875968.562500 Penalty: 2898.735352
	Iteration 6Q: 3 clusters Score -875968.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -876055.250000 Penalty: 2898.735352
	Iteration 7Q: 3 clusters Score -876055.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -876159.687500 Penalty: 2898.735352
	Iteration 8Q: 3 clusters Score -876159.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -876281.125000 Penalty: 2898.735352
	Iteration 9Q: 3 clusters Score -876281.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -876429.312500 Penalty: 2898.735352
	Iteration 10Q: 3 clusters Score -876429.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -876636.562500 Penalty: 2898.735352
	Iteration 11Q: 3 clusters Score -876636.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -876866.125000 Penalty: 2898.735352
	Iteration 12Q: 3 clusters Score -876866.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -877113.812500 Penalty: 2898.735352
	Iteration 13Q: 3 clusters Score -877113.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -877342.562500 Penalty: 2898.735352
	Iteration 14Q: 3 clusters Score -877342.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -877539.125000 Penalty: 2898.735352
	Iteration 15Q: 3 clusters Score -877539.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -877688.562500 Penalty: 2898.735352
	Iteration 16Q: 3 clusters Score -877688.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -877784.062500 Penalty: 2898.735352
	Iteration 17Q: 3 clusters Score -877784.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -877856.500000 Penalty: 2898.735352
	Iteration 18Q: 3 clusters Score -877856.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -877905.812500 Penalty: 2898.735352
	Iteration 19Q: 3 clusters Score -877905.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -877931.312500 Penalty: 2898.735352
	Iteration 20F: 3 clusters Score -877931.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -877942.937500 Penalty: 2898.735352
	Iteration 21Q: 3 clusters Score -877942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -877946.812500 Penalty: 2898.735352
	Iteration 22Q: 3 clusters Score -877946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -877951.750000 Penalty: 2898.735352
	Iteration 23Q: 3 clusters Score -877951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -877956.750000 Penalty: 2898.735352
	Iteration 24Q: 3 clusters Score -877956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -877957.250000 Penalty: 2898.735352
	Iteration 25Q: 3 clusters Score -877957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -877958.250000 Penalty: 2898.735352
	Iteration 26Q: 3 clusters Score -877958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -877960.687500 Penalty: 2898.735352
	Iteration 27Q: 3 clusters Score -877960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -877961.562500 Penalty: 2898.735352
	Iteration 28Q: 3 clusters Score -877961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -877962.062500 Penalty: 2898.735352
	Iteration 29Q: 3 clusters Score -877962.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -877962.062500 Penalty: 2898.735352
	Iteration 30F: 3 clusters Score -877962.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Entering Unmasked Estep 
Score: -1195771.125000 Penalty: 1504.360962
	Iteration 0F: 2 clusters Score -1195771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1188277.625000 Penalty: 3008.721924
	Iteration 0F: 3 clusters Score -1188278 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1190742.125000 Penalty: 3008.721924
	Iteration 1F: 3 clusters Score -1190742 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1190999.625000 Penalty: 3008.721924
	Iteration 2F: 3 clusters Score -1191000 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1191184.625000 Penalty: 3008.721924
	Iteration 3Q: 3 clusters Score -1191185 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1191378.375000 Penalty: 3008.721924
	Iteration 4Q: 3 clusters Score -1191378 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1191576.875000 Penalty: 3008.721924
	Iteration 5Q: 3 clusters Score -1191577 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1191751.625000 Penalty: 3008.721924
	Iteration 6Q: 3 clusters Score -1191752 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1191910.875000 Penalty: 3008.721924
	Iteration 7Q: 3 clusters Score -1191911 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1192057.125000 Penalty: 3008.721924
	Iteration 8Q: 3 clusters Score -1192057 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1192210.750000 Penalty: 3008.721924
	Iteration 9Q: 3 clusters Score -1192211 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1192359.125000 Penalty: 3008.721924
	Iteration 10Q: 3 clusters Score -1192359 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1192503.500000 Penalty: 3008.721924
	Iteration 11Q: 3 clusters Score -1192504 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1192642.250000 Penalty: 3008.721924
	Iteration 12Q: 3 clusters Score -1192642 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1192763.500000 Penalty: 3008.721924
	Iteration 13Q: 3 clusters Score -1192764 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1192858.750000 Penalty: 3008.721924
	Iteration 14Q: 3 clusters Score -1192859 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1192920.750000 Penalty: 3008.721924
	Iteration 15Q: 3 clusters Score -1192921 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1192966.000000 Penalty: 3008.721924
	Iteration 16Q: 3 clusters Score -1192966 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1192996.500000 Penalty: 3008.721924
	Iteration 17Q: 3 clusters Score -1192996 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1193024.750000 Penalty: 3008.721924
	Iteration 18Q: 3 clusters Score -1193025 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1193051.625000 Penalty: 3008.721924
	Iteration 19Q: 3 clusters Score -1193052 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1193071.250000 Penalty: 3008.721924
	Iteration 20F: 3 clusters Score -1193071 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1193093.000000 Penalty: 3008.721924
	Iteration 21Q: 3 clusters Score -1193093 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1193101.875000 Penalty: 3008.721924
	Iteration 22Q: 3 clusters Score -1193102 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1193117.625000 Penalty: 3008.721924
	Iteration 23Q: 3 clusters Score -1193118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1193129.875000 Penalty: 3008.721924
	Iteration 24Q: 3 clusters Score -1193130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1193150.000000 Penalty: 3008.721924
	Iteration 25Q: 3 clusters Score -1193150 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1193163.625000 Penalty: 3008.721924
	Iteration 26Q: 3 clusters Score -1193164 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1193183.500000 Penalty: 3008.721924
	Iteration 27Q: 3 clusters Score -1193184 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1193202.750000 Penalty: 3008.721924
	Iteration 28Q: 3 clusters Score -1193203 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1193224.625000 Penalty: 3008.721924
	Iteration 29Q: 3 clusters Score -1193225 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1193242.625000 Penalty: 3008.721924
	Iteration 30Q: 3 clusters Score -1193243 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1193271.250000 Penalty: 3008.721924
	Iteration 31Q: 3 clusters Score -1193271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1193288.125000 Penalty: 3008.721924
	Iteration 32Q: 3 clusters Score -1193288 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1193306.375000 Penalty: 3008.721924
	Iteration 33Q: 3 clusters Score -1193306 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1193322.875000 Penalty: 3008.721924
	Iteration 34Q: 3 clusters Score -1193323 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1193341.500000 Penalty: 3008.721924
	Iteration 35Q: 3 clusters Score -1193342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1193355.000000 Penalty: 3008.721924
	Iteration 36Q: 3 clusters Score -1193355 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1193371.750000 Penalty: 3008.721924
	Iteration 37Q: 3 clusters Score -1193372 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1193382.875000 Penalty: 3008.721924
	Iteration 38Q: 3 clusters Score -1193383 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1193395.500000 Penalty: 3008.721924
	Iteration 39Q: 3 clusters Score -1193396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1193406.375000 Penalty: 3008.721924
	Iteration 40F: 3 clusters Score -1193406 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1193423.500000 Penalty: 3008.721924
	Iteration 41Q: 3 clusters Score -1193424 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1193442.875000 Penalty: 3008.721924
	Iteration 42Q: 3 clusters Score -1193443 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1193471.125000 Penalty: 3008.721924
	Iteration 43Q: 3 clusters Score -1193471 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1193506.750000 Penalty: 3008.721924
	Iteration 44Q: 3 clusters Score -1193507 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1193551.625000 Penalty: 3008.721924
	Iteration 45Q: 3 clusters Score -1193552 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1193616.375000 Penalty: 3008.721924
	Iteration 46Q: 3 clusters Score -1193616 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1193683.250000 Penalty: 3008.721924
	Iteration 47Q: 3 clusters Score -1193683 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1193773.500000 Penalty: 3008.721924
	Iteration 48Q: 3 clusters Score -1193774 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1193908.125000 Penalty: 3008.721924
	Iteration 49Q: 3 clusters Score -1193908 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1194029.375000 Penalty: 3008.721924
	Iteration 50Q: 3 clusters Score -1194029 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1194147.875000 Penalty: 3008.721924
	Iteration 51Q: 3 clusters Score -1194148 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1194245.750000 Penalty: 3008.721924
	Iteration 52Q: 3 clusters Score -1194246 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1194312.625000 Penalty: 3008.721924
	Iteration 53Q: 3 clusters Score -1194313 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1194354.750000 Penalty: 3008.721924
	Iteration 54Q: 3 clusters Score -1194355 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1194383.125000 Penalty: 3008.721924
	Iteration 55Q: 3 clusters Score -1194383 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1194405.000000 Penalty: 3008.721924
	Iteration 56Q: 3 clusters Score -1194405 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1194422.625000 Penalty: 3008.721924
	Iteration 57Q: 3 clusters Score -1194423 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1194430.125000 Penalty: 3008.721924
	Iteration 58Q: 3 clusters Score -1194430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1194441.125000 Penalty: 3008.721924
	Iteration 59Q: 3 clusters Score -1194441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1194456.750000 Penalty: 3008.721924
	Iteration 60F: 3 clusters Score -1194457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1194462.375000 Penalty: 3008.721924
	Iteration 61Q: 3 clusters Score -1194462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1194470.250000 Penalty: 3008.721924
	Iteration 62Q: 3 clusters Score -1194470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1194473.125000 Penalty: 3008.721924
	Iteration 63Q: 3 clusters Score -1194473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1194476.500000 Penalty: 3008.721924
	Iteration 64Q: 3 clusters Score -1194476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1194476.625000 Penalty: 3008.721924
	Iteration 65Q: 3 clusters Score -1194477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1194478.250000 Penalty: 3008.721924
	Iteration 66Q: 3 clusters Score -1194478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1194480.125000 Penalty: 3008.721924
	Iteration 67Q: 3 clusters Score -1194480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1194481.125000 Penalty: 3008.721924
	Iteration 68Q: 3 clusters Score -1194481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1194484.750000 Penalty: 3008.721924
	Iteration 69Q: 3 clusters Score -1194485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1194490.250000 Penalty: 3008.721924
	Iteration 70Q: 3 clusters Score -1194490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1194492.375000 Penalty: 3008.721924
	Iteration 71Q: 3 clusters Score -1194492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1194494.000000 Penalty: 3008.721924
	Iteration 72Q: 3 clusters Score -1194494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1194491.625000 Penalty: 3008.721924
	Iteration 73Q: 3 clusters Score -1194492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1194491.125000 Penalty: 3008.721924
	Iteration 74Q: 3 clusters Score -1194491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1194492.375000 Penalty: 3008.721924
	Iteration 75Q: 3 clusters Score -1194492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1194493.000000 Penalty: 3008.721924
	Iteration 76Q: 3 clusters Score -1194493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1194493.375000 Penalty: 3008.721924
	Iteration 77Q: 3 clusters Score -1194493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1194493.375000 Penalty: 3008.721924
	Iteration 78F: 3 clusters Score -1194493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Entering Unmasked Estep 
Score: -862987.750000 Penalty: 1445.984497
	Iteration 0F: 2 clusters Score -862987.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -857538.187500 Penalty: 2891.968994
	Iteration 0F: 3 clusters Score -857538.2 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -859174.125000 Penalty: 2891.968994
	Iteration 1F: 3 clusters Score -859174.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -859328.187500 Penalty: 2891.968994
	Iteration 2F: 3 clusters Score -859328.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -859440.812500 Penalty: 2891.968994
	Iteration 3Q: 3 clusters Score -859440.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -859524.687500 Penalty: 2891.968994
	Iteration 4Q: 3 clusters Score -859524.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -859595.437500 Penalty: 2891.968994
	Iteration 5Q: 3 clusters Score -859595.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -859655.500000 Penalty: 2891.968994
	Iteration 6Q: 3 clusters Score -859655.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -859701.437500 Penalty: 2891.968994
	Iteration 7Q: 3 clusters Score -859701.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -859745.187500 Penalty: 2891.968994
	Iteration 8Q: 3 clusters Score -859745.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -859773.375000 Penalty: 2891.968994
	Iteration 9Q: 3 clusters Score -859773.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -859805.937500 Penalty: 2891.968994
	Iteration 10Q: 3 clusters Score -859805.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -859834.000000 Penalty: 2891.968994
	Iteration 11Q: 3 clusters Score -859834 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -859860.500000 Penalty: 2891.968994
	Iteration 12Q: 3 clusters Score -859860.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -859883.625000 Penalty: 2891.968994
	Iteration 13Q: 3 clusters Score -859883.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -859910.625000 Penalty: 2891.968994
	Iteration 14Q: 3 clusters Score -859910.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -859934.625000 Penalty: 2891.968994
	Iteration 15Q: 3 clusters Score -859934.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -859956.562500 Penalty: 2891.968994
	Iteration 16Q: 3 clusters Score -859956.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -859982.312500 Penalty: 2891.968994
	Iteration 17Q: 3 clusters Score -859982.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -860021.062500 Penalty: 2891.968994
	Iteration 18Q: 3 clusters Score -860021.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -860063.375000 Penalty: 2891.968994
	Iteration 19Q: 3 clusters Score -860063.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -860116.750000 Penalty: 2891.968994
	Iteration 20F: 3 clusters Score -860116.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -860182.437500 Penalty: 2891.968994
	Iteration 21Q: 3 clusters Score -860182.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -860265.812500 Penalty: 2891.968994
	Iteration 22Q: 3 clusters Score -860265.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -860370.625000 Penalty: 2891.968994
	Iteration 23Q: 3 clusters Score -860370.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -860496.875000 Penalty: 2891.968994
	Iteration 24Q: 3 clusters Score -860496.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -860651.000000 Penalty: 2891.968994
	Iteration 25Q: 3 clusters Score -860651 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -860820.250000 Penalty: 2891.968994
	Iteration 26Q: 3 clusters Score -860820.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -860992.750000 Penalty: 2891.968994
	Iteration 27Q: 3 clusters Score -860992.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -861170.750000 Penalty: 2891.968994
	Iteration 28Q: 3 clusters Score -861170.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -861330.000000 Penalty: 2891.968994
	Iteration 29Q: 3 clusters Score -861330 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -861443.437500 Penalty: 2891.968994
	Iteration 30Q: 3 clusters Score -861443.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -861524.687500 Penalty: 2891.968994
	Iteration 31Q: 3 clusters Score -861524.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -861572.687500 Penalty: 2891.968994
	Iteration 32Q: 3 clusters Score -861572.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -861609.812500 Penalty: 2891.968994
	Iteration 33Q: 3 clusters Score -861609.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -861641.000000 Penalty: 2891.968994
	Iteration 34Q: 3 clusters Score -861641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -861661.812500 Penalty: 2891.968994
	Iteration 35Q: 3 clusters Score -861661.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -861676.125000 Penalty: 2891.968994
	Iteration 36Q: 3 clusters Score -861676.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -861686.250000 Penalty: 2891.968994
	Iteration 37Q: 3 clusters Score -861686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -861693.812500 Penalty: 2891.968994
	Iteration 38Q: 3 clusters Score -861693.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -861701.875000 Penalty: 2891.968994
	Iteration 39Q: 3 clusters Score -861701.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -861717.562500 Penalty: 2891.968994
	Iteration 40F: 3 clusters Score -861717.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -861719.875000 Penalty: 2891.968994
	Iteration 41Q: 3 clusters Score -861719.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -861727.625000 Penalty: 2891.968994
	Iteration 42Q: 3 clusters Score -861727.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -861730.250000 Penalty: 2891.968994
	Iteration 43Q: 3 clusters Score -861730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -861731.812500 Penalty: 2891.968994
	Iteration 44Q: 3 clusters Score -861731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -861731.812500 Penalty: 2891.968994
	Iteration 45F: 3 clusters Score -861731.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Entering Unmasked Estep 
Score: -1456835.875000 Penalty: 1534.158569
	Iteration 0F: 2 clusters Score -1456836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1448026.250000 Penalty: 3068.317139
	Iteration 0F: 3 clusters Score -1448026 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1450897.750000 Penalty: 3068.317139
	Iteration 1F: 3 clusters Score -1450898 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1451139.625000 Penalty: 3068.317139
	Iteration 2F: 3 clusters Score -1451140 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1451337.750000 Penalty: 3068.317139
	Iteration 3Q: 3 clusters Score -1451338 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1451510.000000 Penalty: 3068.317139
	Iteration 4Q: 3 clusters Score -1451510 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1451721.500000 Penalty: 3068.317139
	Iteration 5Q: 3 clusters Score -1451722 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1451989.625000 Penalty: 3068.317139
	Iteration 6Q: 3 clusters Score -1451990 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1452262.375000 Penalty: 3068.317139
	Iteration 7Q: 3 clusters Score -1452262 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1452570.375000 Penalty: 3068.317139
	Iteration 8Q: 3 clusters Score -1452570 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1452921.250000 Penalty: 3068.317139
	Iteration 9Q: 3 clusters Score -1452921 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1453329.375000 Penalty: 3068.317139
	Iteration 10Q: 3 clusters Score -1453329 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1453705.500000 Penalty: 3068.317139
	Iteration 11Q: 3 clusters Score -1453706 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1453961.875000 Penalty: 3068.317139
	Iteration 12Q: 3 clusters Score -1453962 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1454081.500000 Penalty: 3068.317139
	Iteration 13Q: 3 clusters Score -1454082 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1454137.250000 Penalty: 3068.317139
	Iteration 14Q: 3 clusters Score -1454137 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1454171.125000 Penalty: 3068.317139
	Iteration 15Q: 3 clusters Score -1454171 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1454188.125000 Penalty: 3068.317139
	Iteration 16Q: 3 clusters Score -1454188 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1454208.625000 Penalty: 3068.317139
	Iteration 17Q: 3 clusters Score -1454209 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1454225.375000 Penalty: 3068.317139
	Iteration 18Q: 3 clusters Score -1454225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1454233.250000 Penalty: 3068.317139
	Iteration 19Q: 3 clusters Score -1454233 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1454240.125000 Penalty: 3068.317139
	Iteration 20F: 3 clusters Score -1454240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1454246.000000 Penalty: 3068.317139
	Iteration 21Q: 3 clusters Score -1454246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1454251.500000 Penalty: 3068.317139
	Iteration 22Q: 3 clusters Score -1454252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1454260.125000 Penalty: 3068.317139
	Iteration 23Q: 3 clusters Score -1454260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1454268.750000 Penalty: 3068.317139
	Iteration 24Q: 3 clusters Score -1454269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1454270.125000 Penalty: 3068.317139
	Iteration 25Q: 3 clusters Score -1454270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1454272.000000 Penalty: 3068.317139
	Iteration 26Q: 3 clusters Score -1454272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1454275.125000 Penalty: 3068.317139
	Iteration 27Q: 3 clusters Score -1454275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1454277.875000 Penalty: 3068.317139
	Iteration 28Q: 3 clusters Score -1454278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1454283.000000 Penalty: 3068.317139
	Iteration 29Q: 3 clusters Score -1454283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1454285.750000 Penalty: 3068.317139
	Iteration 30Q: 3 clusters Score -1454286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1454291.500000 Penalty: 3068.317139
	Iteration 31Q: 3 clusters Score -1454292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1454286.750000 Penalty: 3068.317139
	Iteration 32Q: 3 clusters Score -1454287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1454296.625000 Penalty: 3068.317139
	Iteration 33Q: 3 clusters Score -1454297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1454301.500000 Penalty: 3068.317139
	Iteration 34Q: 3 clusters Score -1454302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1454300.750000 Penalty: 3068.317139
	Iteration 35Q: 3 clusters Score -1454301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1454310.375000 Penalty: 3068.317139
	Iteration 36Q: 3 clusters Score -1454310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1454319.125000 Penalty: 3068.317139
	Iteration 37Q: 3 clusters Score -1454319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1454323.125000 Penalty: 3068.317139
	Iteration 38Q: 3 clusters Score -1454323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1454323.500000 Penalty: 3068.317139
	Iteration 39Q: 3 clusters Score -1454324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1454328.125000 Penalty: 3068.317139
	Iteration 40F: 3 clusters Score -1454328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1454330.375000 Penalty: 3068.317139
	Iteration 41Q: 3 clusters Score -1454330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1454331.000000 Penalty: 3068.317139
	Iteration 42Q: 3 clusters Score -1454331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1454341.250000 Penalty: 3068.317139
	Iteration 43Q: 3 clusters Score -1454341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1454344.875000 Penalty: 3068.317139
	Iteration 44Q: 3 clusters Score -1454345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1454345.750000 Penalty: 3068.317139
	Iteration 45Q: 3 clusters Score -1454346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1454349.500000 Penalty: 3068.317139
	Iteration 46Q: 3 clusters Score -1454350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1454350.250000 Penalty: 3068.317139
	Iteration 47Q: 3 clusters Score -1454350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1454354.500000 Penalty: 3068.317139
	Iteration 48Q: 3 clusters Score -1454354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1454358.625000 Penalty: 3068.317139
	Iteration 49Q: 3 clusters Score -1454359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1454361.875000 Penalty: 3068.317139
	Iteration 50Q: 3 clusters Score -1454362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1454361.750000 Penalty: 3068.317139
	Iteration 51Q: 3 clusters Score -1454362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1454362.750000 Penalty: 3068.317139
	Iteration 52Q: 3 clusters Score -1454363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1454361.375000 Penalty: 3068.317139
	Iteration 53Q: 3 clusters Score -1454361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1454362.250000 Penalty: 3068.317139
	Iteration 54Q: 3 clusters Score -1454362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1454364.000000 Penalty: 3068.317139
	Iteration 55Q: 3 clusters Score -1454364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1454363.000000 Penalty: 3068.317139
	Iteration 56Q: 3 clusters Score -1454363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1454363.875000 Penalty: 3068.317139
	Iteration 57Q: 3 clusters Score -1454364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1454364.625000 Penalty: 3068.317139
	Iteration 58Q: 3 clusters Score -1454365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1454363.250000 Penalty: 3068.317139
	Iteration 59Q: 3 clusters Score -1454363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1454362.375000 Penalty: 3068.317139
	Iteration 60F: 3 clusters Score -1454362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (145580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145580 members 
Entering Unmasked Estep 
Score: -16517980.000000 Penalty: 1931.878174
	Iteration 0F: 2 clusters Score -1.651798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 73151 members 
Entering Unmasked Estep 
Score: -16422195.000000 Penalty: 3863.756348
	Iteration 0F: 3 clusters Score -1.64222e+07 nChanged 70092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -16463777.000000 Penalty: 3863.756348
	Iteration 1F: 3 clusters Score -1.646378e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 82001 members 
Entering Unmasked Estep 
Score: -16465288.000000 Penalty: 3863.756348
	Iteration 2Q: 3 clusters Score -1.646529e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 87485 members 
Entering Unmasked Estep 
Score: -16467928.000000 Penalty: 3863.756348
	Iteration 3Q: 3 clusters Score -1.646793e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 95390 members 
Entering Unmasked Estep 
Score: -16472806.000000 Penalty: 3863.756348
	Iteration 4F: 3 clusters Score -1.647281e+07 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 105998 members 
Entering Unmasked Estep 
Score: -16480667.000000 Penalty: 3863.756348
	Iteration 5F: 3 clusters Score -1.648067e+07 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 118062 members 
Entering Unmasked Estep 
Score: -16491144.000000 Penalty: 3863.756348
	Iteration 6F: 3 clusters Score -1.649114e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 128930 members 
Entering Unmasked Estep 
Score: -16501184.000000 Penalty: 3863.756348
	Iteration 7F: 3 clusters Score -1.650118e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 136587 members 
Entering Unmasked Estep 
Score: -16508406.000000 Penalty: 3863.756348
	Iteration 8F: 3 clusters Score -1.650841e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 140893 members 
Entering Unmasked Estep 
Score: -16512408.000000 Penalty: 3863.756348
	Iteration 9Q: 3 clusters Score -1.651241e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 143153 members 
Entering Unmasked Estep 
Score: -16514415.000000 Penalty: 3863.756348
	Iteration 10Q: 3 clusters Score -1.651442e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 144219 members 
Entering Unmasked Estep 
Score: -16515302.000000 Penalty: 3863.756348
	Iteration 11Q: 3 clusters Score -1.65153e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 144715 members 
Entering Unmasked Estep 
Score: -16515784.000000 Penalty: 3863.756348
	Iteration 12Q: 3 clusters Score -1.651578e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 144947 members 
Entering Unmasked Estep 
Score: -16515972.000000 Penalty: 3863.756348
	Iteration 13Q: 3 clusters Score -1.651597e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 145059 members 
Entering Unmasked Estep 
Score: -16516067.000000 Penalty: 3863.756348
	Iteration 14Q: 3 clusters Score -1.651607e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 145109 members 
Entering Unmasked Estep 
Score: -16516122.000000 Penalty: 3863.756348
	Iteration 15Q: 3 clusters Score -1.651612e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 145142 members 
Entering Unmasked Estep 
Score: -16516162.000000 Penalty: 3863.756348
	Iteration 16Q: 3 clusters Score -1.651616e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 145170 members 
Entering Unmasked Estep 
Score: -16516184.000000 Penalty: 3863.756348
	Iteration 17Q: 3 clusters Score -1.651618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 145188 members 
Entering Unmasked Estep 
Score: -16516207.000000 Penalty: 3863.756348
	Iteration 18Q: 3 clusters Score -1.651621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 145201 members 
Entering Unmasked Estep 
Score: -16516213.000000 Penalty: 3863.756348
	Iteration 19Q: 3 clusters Score -1.651621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 145203 members 
Entering Unmasked Estep 
Score: -16516216.000000 Penalty: 3863.756348
	Iteration 20F: 3 clusters Score -1.651622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 145209 members 
Entering Unmasked Estep 
Score: -16516222.000000 Penalty: 3863.756348
	Iteration 21Q: 3 clusters Score -1.651622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 145213 members 
Entering Unmasked Estep 
Score: -16516231.000000 Penalty: 3863.756348
	Iteration 22Q: 3 clusters Score -1.651623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 145213 members 
Entering Unmasked Estep 
Score: -16516231.000000 Penalty: 3863.756348
	Iteration 23Q: 3 clusters Score -1.651623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 145214 members 
Entering Unmasked Estep 
Score: -16516231.000000 Penalty: 3863.756348
	Iteration 24Q: 3 clusters Score -1.651623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 145217 members 
Entering Unmasked Estep 
Score: -16516233.000000 Penalty: 3863.756348
	Iteration 25Q: 3 clusters Score -1.651623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 145217 members 
Entering Unmasked Estep 
Score: -16516249.000000 Penalty: 3863.756348
	Iteration 26Q: 3 clusters Score -1.651625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 145217 members 
Entering Unmasked Estep 
Score: -16516244.000000 Penalty: 3863.756348
	Iteration 27Q: 3 clusters Score -1.651624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 145216 members 
Entering Unmasked Estep 
Score: -16516251.000000 Penalty: 3863.756348
	Iteration 28Q: 3 clusters Score -1.651625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 145216 members 
Entering Unmasked Estep 
Score: -16516251.000000 Penalty: 3863.756348
	Iteration 29F: 3 clusters Score -1.651625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Entering Unmasked Estep 
Score: -422380.843750 Penalty: 1336.557251
	Iteration 0F: 2 clusters Score -422380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -419229.406250 Penalty: 2673.114502
	Iteration 0F: 3 clusters Score -419229.4 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -420095.156250 Penalty: 2673.114502
	Iteration 1F: 3 clusters Score -420095.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -420278.687500 Penalty: 2673.114502
	Iteration 2F: 3 clusters Score -420278.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -420418.187500 Penalty: 2673.114502
	Iteration 3F: 3 clusters Score -420418.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -420542.093750 Penalty: 2673.114502
	Iteration 4F: 3 clusters Score -420542.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -420670.937500 Penalty: 2673.114502
	Iteration 5Q: 3 clusters Score -420670.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -420812.187500 Penalty: 2673.114502
	Iteration 6Q: 3 clusters Score -420812.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -420957.218750 Penalty: 2673.114502
	Iteration 7Q: 3 clusters Score -420957.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -421123.875000 Penalty: 2673.114502
	Iteration 8Q: 3 clusters Score -421123.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -421291.531250 Penalty: 2673.114502
	Iteration 9Q: 3 clusters Score -421291.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -421434.781250 Penalty: 2673.114502
	Iteration 10Q: 3 clusters Score -421434.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -421544.031250 Penalty: 2673.114502
	Iteration 11Q: 3 clusters Score -421544 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -421615.750000 Penalty: 2673.114502
	Iteration 12Q: 3 clusters Score -421615.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -421657.062500 Penalty: 2673.114502
	Iteration 13Q: 3 clusters Score -421657.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -421677.343750 Penalty: 2673.114502
	Iteration 14Q: 3 clusters Score -421677.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -421694.312500 Penalty: 2673.114502
	Iteration 15Q: 3 clusters Score -421694.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -421703.468750 Penalty: 2673.114502
	Iteration 16Q: 3 clusters Score -421703.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -421713.281250 Penalty: 2673.114502
	Iteration 17Q: 3 clusters Score -421713.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -421719.625000 Penalty: 2673.114502
	Iteration 18Q: 3 clusters Score -421719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -421724.906250 Penalty: 2673.114502
	Iteration 19Q: 3 clusters Score -421724.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -421725.500000 Penalty: 2673.114502
	Iteration 20F: 3 clusters Score -421725.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -421726.187500 Penalty: 2673.114502
	Iteration 21Q: 3 clusters Score -421726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -421727.687500 Penalty: 2673.114502
	Iteration 22Q: 3 clusters Score -421727.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -421728.281250 Penalty: 2673.114502
	Iteration 23Q: 3 clusters Score -421728.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -421729.343750 Penalty: 2673.114502
	Iteration 24Q: 3 clusters Score -421729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -421729.218750 Penalty: 2673.114502
	Iteration 25Q: 3 clusters Score -421729.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -421729.218750 Penalty: 2673.114502
	Iteration 26F: 3 clusters Score -421729.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Entering Unmasked Estep 
Score: -638986.625000 Penalty: 1400.445190
	Iteration 0F: 2 clusters Score -638986.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -634707.625000 Penalty: 2800.890381
	Iteration 0F: 3 clusters Score -634707.6 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -635894.000000 Penalty: 2800.890381
	Iteration 1F: 3 clusters Score -635894 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -636061.375000 Penalty: 2800.890381
	Iteration 2F: 3 clusters Score -636061.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -636186.500000 Penalty: 2800.890381
	Iteration 3Q: 3 clusters Score -636186.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -636301.687500 Penalty: 2800.890381
	Iteration 4Q: 3 clusters Score -636301.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -636408.250000 Penalty: 2800.890381
	Iteration 5Q: 3 clusters Score -636408.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -636537.312500 Penalty: 2800.890381
	Iteration 6Q: 3 clusters Score -636537.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -636671.562500 Penalty: 2800.890381
	Iteration 7Q: 3 clusters Score -636671.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -636814.250000 Penalty: 2800.890381
	Iteration 8Q: 3 clusters Score -636814.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -636967.625000 Penalty: 2800.890381
	Iteration 9Q: 3 clusters Score -636967.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -637143.937500 Penalty: 2800.890381
	Iteration 10Q: 3 clusters Score -637143.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -637297.812500 Penalty: 2800.890381
	Iteration 11Q: 3 clusters Score -637297.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -637425.062500 Penalty: 2800.890381
	Iteration 12Q: 3 clusters Score -637425.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -637522.062500 Penalty: 2800.890381
	Iteration 13Q: 3 clusters Score -637522.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -637572.562500 Penalty: 2800.890381
	Iteration 14Q: 3 clusters Score -637572.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -637600.125000 Penalty: 2800.890381
	Iteration 15Q: 3 clusters Score -637600.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -637617.437500 Penalty: 2800.890381
	Iteration 16Q: 3 clusters Score -637617.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -637629.937500 Penalty: 2800.890381
	Iteration 17Q: 3 clusters Score -637629.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -637641.125000 Penalty: 2800.890381
	Iteration 18Q: 3 clusters Score -637641.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -637655.187500 Penalty: 2800.890381
	Iteration 19Q: 3 clusters Score -637655.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -637667.500000 Penalty: 2800.890381
	Iteration 20F: 3 clusters Score -637667.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -637676.062500 Penalty: 2800.890381
	Iteration 21Q: 3 clusters Score -637676.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -637685.812500 Penalty: 2800.890381
	Iteration 22Q: 3 clusters Score -637685.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -637692.750000 Penalty: 2800.890381
	Iteration 23Q: 3 clusters Score -637692.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -637702.500000 Penalty: 2800.890381
	Iteration 24Q: 3 clusters Score -637702.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -637712.312500 Penalty: 2800.890381
	Iteration 25Q: 3 clusters Score -637712.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -637721.312500 Penalty: 2800.890381
	Iteration 26Q: 3 clusters Score -637721.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -637730.812500 Penalty: 2800.890381
	Iteration 27Q: 3 clusters Score -637730.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -637735.312500 Penalty: 2800.890381
	Iteration 28Q: 3 clusters Score -637735.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -637740.937500 Penalty: 2800.890381
	Iteration 29Q: 3 clusters Score -637740.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -637742.750000 Penalty: 2800.890381
	Iteration 30Q: 3 clusters Score -637742.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -637743.875000 Penalty: 2800.890381
	Iteration 31Q: 3 clusters Score -637743.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -637745.937500 Penalty: 2800.890381
	Iteration 32Q: 3 clusters Score -637745.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -637747.562500 Penalty: 2800.890381
	Iteration 33Q: 3 clusters Score -637747.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -637749.812500 Penalty: 2800.890381
	Iteration 34Q: 3 clusters Score -637749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -637749.750000 Penalty: 2800.890381
	Iteration 35Q: 3 clusters Score -637749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -637753.000000 Penalty: 2800.890381
	Iteration 36Q: 3 clusters Score -637753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -637753.562500 Penalty: 2800.890381
	Iteration 37Q: 3 clusters Score -637753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -637754.125000 Penalty: 2800.890381
	Iteration 38Q: 3 clusters Score -637754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -637756.062500 Penalty: 2800.890381
	Iteration 39Q: 3 clusters Score -637756.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -637757.312500 Penalty: 2800.890381
	Iteration 40F: 3 clusters Score -637757.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -637758.625000 Penalty: 2800.890381
	Iteration 41Q: 3 clusters Score -637758.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -637757.375000 Penalty: 2800.890381
	Iteration 42Q: 3 clusters Score -637757.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -637757.375000 Penalty: 2800.890381
	Iteration 43F: 3 clusters Score -637757.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Entering Unmasked Estep 
Score: -452547.500000 Penalty: 1343.627319
	Iteration 0F: 2 clusters Score -452547.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -449227.156250 Penalty: 2687.254639
	Iteration 0F: 3 clusters Score -449227.2 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -450063.375000 Penalty: 2687.254639
	Iteration 1F: 3 clusters Score -450063.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -450186.625000 Penalty: 2687.254639
	Iteration 2F: 3 clusters Score -450186.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -450254.843750 Penalty: 2687.254639
	Iteration 3Q: 3 clusters Score -450254.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -450308.031250 Penalty: 2687.254639
	Iteration 4Q: 3 clusters Score -450308 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -450363.375000 Penalty: 2687.254639
	Iteration 5Q: 3 clusters Score -450363.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -450402.218750 Penalty: 2687.254639
	Iteration 6Q: 3 clusters Score -450402.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -450438.656250 Penalty: 2687.254639
	Iteration 7Q: 3 clusters Score -450438.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -450468.531250 Penalty: 2687.254639
	Iteration 8Q: 3 clusters Score -450468.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -450492.843750 Penalty: 2687.254639
	Iteration 9Q: 3 clusters Score -450492.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -450517.375000 Penalty: 2687.254639
	Iteration 10Q: 3 clusters Score -450517.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -450549.843750 Penalty: 2687.254639
	Iteration 11Q: 3 clusters Score -450549.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -450581.062500 Penalty: 2687.254639
	Iteration 12Q: 3 clusters Score -450581.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -450604.750000 Penalty: 2687.254639
	Iteration 13Q: 3 clusters Score -450604.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -450636.750000 Penalty: 2687.254639
	Iteration 14Q: 3 clusters Score -450636.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -450674.468750 Penalty: 2687.254639
	Iteration 15Q: 3 clusters Score -450674.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -450726.750000 Penalty: 2687.254639
	Iteration 16Q: 3 clusters Score -450726.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -450798.437500 Penalty: 2687.254639
	Iteration 17Q: 3 clusters Score -450798.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -450862.406250 Penalty: 2687.254639
	Iteration 18Q: 3 clusters Score -450862.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -450933.125000 Penalty: 2687.254639
	Iteration 19Q: 3 clusters Score -450933.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -451000.250000 Penalty: 2687.254639
	Iteration 20F: 3 clusters Score -451000.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -451061.812500 Penalty: 2687.254639
	Iteration 21Q: 3 clusters Score -451061.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -451121.968750 Penalty: 2687.254639
	Iteration 22Q: 3 clusters Score -451122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -451183.218750 Penalty: 2687.254639
	Iteration 23Q: 3 clusters Score -451183.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -451230.312500 Penalty: 2687.254639
	Iteration 24Q: 3 clusters Score -451230.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -451264.968750 Penalty: 2687.254639
	Iteration 25Q: 3 clusters Score -451265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -451290.375000 Penalty: 2687.254639
	Iteration 26Q: 3 clusters Score -451290.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -451309.312500 Penalty: 2687.254639
	Iteration 27Q: 3 clusters Score -451309.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -451323.281250 Penalty: 2687.254639
	Iteration 28Q: 3 clusters Score -451323.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -451333.968750 Penalty: 2687.254639
	Iteration 29Q: 3 clusters Score -451334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -451340.531250 Penalty: 2687.254639
	Iteration 30Q: 3 clusters Score -451340.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -451347.812500 Penalty: 2687.254639
	Iteration 31Q: 3 clusters Score -451347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -451351.625000 Penalty: 2687.254639
	Iteration 32Q: 3 clusters Score -451351.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -451354.312500 Penalty: 2687.254639
	Iteration 33Q: 3 clusters Score -451354.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -451360.875000 Penalty: 2687.254639
	Iteration 34Q: 3 clusters Score -451360.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -451366.000000 Penalty: 2687.254639
	Iteration 35Q: 3 clusters Score -451366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -451371.968750 Penalty: 2687.254639
	Iteration 36Q: 3 clusters Score -451372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -451375.406250 Penalty: 2687.254639
	Iteration 37Q: 3 clusters Score -451375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -451377.062500 Penalty: 2687.254639
	Iteration 38Q: 3 clusters Score -451377.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -451378.468750 Penalty: 2687.254639
	Iteration 39Q: 3 clusters Score -451378.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -451383.062500 Penalty: 2687.254639
	Iteration 40F: 3 clusters Score -451383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -451385.187500 Penalty: 2687.254639
	Iteration 41Q: 3 clusters Score -451385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -451385.187500 Penalty: 2687.254639
	Iteration 42F: 3 clusters Score -451385.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Entering Unmasked Estep 
Score: -1450505.250000 Penalty: 1532.889038
	Iteration 0F: 2 clusters Score -1450505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1441643.250000 Penalty: 3065.778076
	Iteration 0F: 3 clusters Score -1441643 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1444614.625000 Penalty: 3065.778076
	Iteration 1F: 3 clusters Score -1444615 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1444938.750000 Penalty: 3065.778076
	Iteration 2F: 3 clusters Score -1444939 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1445336.125000 Penalty: 3065.778076
	Iteration 3F: 3 clusters Score -1445336 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1445925.000000 Penalty: 3065.778076
	Iteration 4F: 3 clusters Score -1445925 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1446686.125000 Penalty: 3065.778076
	Iteration 5F: 3 clusters Score -1446686 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1447572.000000 Penalty: 3065.778076
	Iteration 6F: 3 clusters Score -1447572 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1448433.500000 Penalty: 3065.778076
	Iteration 7F: 3 clusters Score -1448434 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1449145.125000 Penalty: 3065.778076
	Iteration 8F: 3 clusters Score -1449145 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1449609.250000 Penalty: 3065.778076
	Iteration 9Q: 3 clusters Score -1449609 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1449781.875000 Penalty: 3065.778076
	Iteration 10Q: 3 clusters Score -1449782 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1449847.750000 Penalty: 3065.778076
	Iteration 11Q: 3 clusters Score -1449848 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1449878.875000 Penalty: 3065.778076
	Iteration 12Q: 3 clusters Score -1449879 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1449896.750000 Penalty: 3065.778076
	Iteration 13Q: 3 clusters Score -1449897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1449906.750000 Penalty: 3065.778076
	Iteration 14Q: 3 clusters Score -1449907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1449911.500000 Penalty: 3065.778076
	Iteration 15Q: 3 clusters Score -1449912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1449916.125000 Penalty: 3065.778076
	Iteration 16Q: 3 clusters Score -1449916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1449918.500000 Penalty: 3065.778076
	Iteration 17Q: 3 clusters Score -1449918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1449918.875000 Penalty: 3065.778076
	Iteration 18Q: 3 clusters Score -1449919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1449922.000000 Penalty: 3065.778076
	Iteration 19Q: 3 clusters Score -1449922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1449921.750000 Penalty: 3065.778076
	Iteration 20F: 3 clusters Score -1449922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1449923.875000 Penalty: 3065.778076
	Iteration 21Q: 3 clusters Score -1449924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1449920.375000 Penalty: 3065.778076
	Iteration 22Q: 3 clusters Score -1449920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1449920.375000 Penalty: 3065.778076
	Iteration 23F: 3 clusters Score -1449920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Entering Unmasked Estep 
Score: -1237064.250000 Penalty: 1507.872070
	Iteration 0F: 2 clusters Score -1237064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1229396.250000 Penalty: 3015.744141
	Iteration 0F: 3 clusters Score -1229396 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1231774.250000 Penalty: 3015.744141
	Iteration 1F: 3 clusters Score -1231774 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1231995.500000 Penalty: 3015.744141
	Iteration 2F: 3 clusters Score -1231996 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1232199.750000 Penalty: 3015.744141
	Iteration 3Q: 3 clusters Score -1232200 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1232440.500000 Penalty: 3015.744141
	Iteration 4Q: 3 clusters Score -1232440 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1232728.750000 Penalty: 3015.744141
	Iteration 5F: 3 clusters Score -1232729 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1233154.250000 Penalty: 3015.744141
	Iteration 6F: 3 clusters Score -1233154 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1233740.250000 Penalty: 3015.744141
	Iteration 7F: 3 clusters Score -1233740 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1234421.375000 Penalty: 3015.744141
	Iteration 8F: 3 clusters Score -1234421 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1235028.625000 Penalty: 3015.744141
	Iteration 9F: 3 clusters Score -1235029 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1235390.750000 Penalty: 3015.744141
	Iteration 10Q: 3 clusters Score -1235391 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1235624.250000 Penalty: 3015.744141
	Iteration 11Q: 3 clusters Score -1235624 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1235751.750000 Penalty: 3015.744141
	Iteration 12Q: 3 clusters Score -1235752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1235812.500000 Penalty: 3015.744141
	Iteration 13Q: 3 clusters Score -1235812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1235842.125000 Penalty: 3015.744141
	Iteration 14Q: 3 clusters Score -1235842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1235860.625000 Penalty: 3015.744141
	Iteration 15Q: 3 clusters Score -1235861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1235865.250000 Penalty: 3015.744141
	Iteration 16Q: 3 clusters Score -1235865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1235875.375000 Penalty: 3015.744141
	Iteration 17Q: 3 clusters Score -1235875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1235881.875000 Penalty: 3015.744141
	Iteration 18Q: 3 clusters Score -1235882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1235886.500000 Penalty: 3015.744141
	Iteration 19Q: 3 clusters Score -1235886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1235890.500000 Penalty: 3015.744141
	Iteration 20F: 3 clusters Score -1235890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1235891.750000 Penalty: 3015.744141
	Iteration 21Q: 3 clusters Score -1235892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1235892.000000 Penalty: 3015.744141
	Iteration 22Q: 3 clusters Score -1235892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1235891.750000 Penalty: 3015.744141
	Iteration 23Q: 3 clusters Score -1235892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1235893.750000 Penalty: 3015.744141
	Iteration 24Q: 3 clusters Score -1235894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1235894.125000 Penalty: 3015.744141
	Iteration 25Q: 3 clusters Score -1235894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1235894.500000 Penalty: 3015.744141
	Iteration 26Q: 3 clusters Score -1235894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1235895.250000 Penalty: 3015.744141
	Iteration 27Q: 3 clusters Score -1235895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1235895.250000 Penalty: 3015.744141
	Iteration 28F: 3 clusters Score -1235895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (89163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89163 members 
Entering Unmasked Estep 
Score: -10369520.000000 Penalty: 1852.210938
	Iteration 0F: 2 clusters Score -1.036952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -10311628.000000 Penalty: 3704.421875
	Iteration 0F: 3 clusters Score -1.031163e+07 nChanged 42542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -10335958.000000 Penalty: 3704.421875
	Iteration 1F: 3 clusters Score -1.033596e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -10336680.000000 Penalty: 3704.421875
	Iteration 2Q: 3 clusters Score -1.033668e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -10337587.000000 Penalty: 3704.421875
	Iteration 3Q: 3 clusters Score -1.033759e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -10339102.000000 Penalty: 3704.421875
	Iteration 4Q: 3 clusters Score -1.03391e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -10341935.000000 Penalty: 3704.421875
	Iteration 5F: 3 clusters Score -1.034194e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -10347185.000000 Penalty: 3704.421875
	Iteration 6F: 3 clusters Score -1.034718e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -10354411.000000 Penalty: 3704.421875
	Iteration 7F: 3 clusters Score -1.035441e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -10361832.000000 Penalty: 3704.421875
	Iteration 8F: 3 clusters Score -1.036183e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -10365960.000000 Penalty: 3704.421875
	Iteration 9F: 3 clusters Score -1.036596e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -10367356.000000 Penalty: 3704.421875
	Iteration 10Q: 3 clusters Score -1.036736e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 88929 members 
Entering Unmasked Estep 
Score: -10367721.000000 Penalty: 3704.421875
	Iteration 11Q: 3 clusters Score -1.036772e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -10367818.000000 Penalty: 3704.421875
	Iteration 12Q: 3 clusters Score -1.036782e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -10367850.000000 Penalty: 3704.421875
	Iteration 13Q: 3 clusters Score -1.036785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -10367866.000000 Penalty: 3704.421875
	Iteration 14Q: 3 clusters Score -1.036787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 89047 members 
Entering Unmasked Estep 
Score: -10367872.000000 Penalty: 3704.421875
	Iteration 15Q: 3 clusters Score -1.036787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -10367880.000000 Penalty: 3704.421875
	Iteration 16Q: 3 clusters Score -1.036788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -10367882.000000 Penalty: 3704.421875
	Iteration 17Q: 3 clusters Score -1.036788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 89052 members 
Entering Unmasked Estep 
Score: -10367888.000000 Penalty: 3704.421875
	Iteration 18Q: 3 clusters Score -1.036789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -10367883.000000 Penalty: 3704.421875
	Iteration 19Q: 3 clusters Score -1.036788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89050 members 
Entering Unmasked Estep 
Score: -10367882.000000 Penalty: 3704.421875
	Iteration 20F: 3 clusters Score -1.036788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (64436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Entering Unmasked Estep 
Score: -7510893.500000 Penalty: 1799.432129
	Iteration 0F: 2 clusters Score -7510894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -7467863.000000 Penalty: 3598.864258
	Iteration 0F: 3 clusters Score -7467863 nChanged 30421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -7485139.000000 Penalty: 3598.864258
	Iteration 1F: 3 clusters Score -7485139 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -7485608.500000 Penalty: 3598.864258
	Iteration 2Q: 3 clusters Score -7485608 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -7486046.000000 Penalty: 3598.864258
	Iteration 3Q: 3 clusters Score -7486046 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -7486575.500000 Penalty: 3598.864258
	Iteration 4Q: 3 clusters Score -7486576 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -7487131.500000 Penalty: 3598.864258
	Iteration 5Q: 3 clusters Score -7487132 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -7487829.500000 Penalty: 3598.864258
	Iteration 6Q: 3 clusters Score -7487830 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -7488923.500000 Penalty: 3598.864258
	Iteration 7Q: 3 clusters Score -7488924 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -7490651.500000 Penalty: 3598.864258
	Iteration 8Q: 3 clusters Score -7490652 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -7493425.500000 Penalty: 3598.864258
	Iteration 9F: 3 clusters Score -7493426 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -7496132.500000 Penalty: 3598.864258
	Iteration 10F: 3 clusters Score -7496132 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -7497592.500000 Penalty: 3598.864258
	Iteration 11F: 3 clusters Score -7497592 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -7498017.000000 Penalty: 3598.864258
	Iteration 12Q: 3 clusters Score -7498017 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -7498207.000000 Penalty: 3598.864258
	Iteration 13Q: 3 clusters Score -7498207 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -7498300.500000 Penalty: 3598.864258
	Iteration 14Q: 3 clusters Score -7498300 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -7498414.500000 Penalty: 3598.864258
	Iteration 15Q: 3 clusters Score -7498414 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -7498553.000000 Penalty: 3598.864258
	Iteration 16Q: 3 clusters Score -7498553 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -7498721.500000 Penalty: 3598.864258
	Iteration 17Q: 3 clusters Score -7498722 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -7498920.500000 Penalty: 3598.864258
	Iteration 18Q: 3 clusters Score -7498920 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -7499104.000000 Penalty: 3598.864258
	Iteration 19Q: 3 clusters Score -7499104 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -7499476.000000 Penalty: 3598.864258
	Iteration 20F: 3 clusters Score -7499476 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -7499863.500000 Penalty: 3598.864258
	Iteration 21Q: 3 clusters Score -7499864 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -7500499.000000 Penalty: 3598.864258
	Iteration 22Q: 3 clusters Score -7500499 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -7501171.000000 Penalty: 3598.864258
	Iteration 23Q: 3 clusters Score -7501171 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -7502019.500000 Penalty: 3598.864258
	Iteration 24Q: 3 clusters Score -7502020 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -7502980.000000 Penalty: 3598.864258
	Iteration 25Q: 3 clusters Score -7502980 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -7504198.500000 Penalty: 3598.864258
	Iteration 26Q: 3 clusters Score -7504198 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -7505435.500000 Penalty: 3598.864258
	Iteration 27Q: 3 clusters Score -7505436 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -7506630.500000 Penalty: 3598.864258
	Iteration 28Q: 3 clusters Score -7506630 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -7507451.500000 Penalty: 3598.864258
	Iteration 29Q: 3 clusters Score -7507452 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -7507849.000000 Penalty: 3598.864258
	Iteration 30Q: 3 clusters Score -7507849 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -7508089.000000 Penalty: 3598.864258
	Iteration 31Q: 3 clusters Score -7508089 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -7508257.000000 Penalty: 3598.864258
	Iteration 32Q: 3 clusters Score -7508257 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -7508349.000000 Penalty: 3598.864258
	Iteration 33Q: 3 clusters Score -7508349 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -7508376.500000 Penalty: 3598.864258
	Iteration 34Q: 3 clusters Score -7508376 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -7508410.500000 Penalty: 3598.864258
	Iteration 35Q: 3 clusters Score -7508410 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -7508406.000000 Penalty: 3598.864258
	Iteration 36Q: 3 clusters Score -7508406 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -7508425.000000 Penalty: 3598.864258
	Iteration 37Q: 3 clusters Score -7508425 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -7508443.000000 Penalty: 3598.864258
	Iteration 38Q: 3 clusters Score -7508443 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -7508456.500000 Penalty: 3598.864258
	Iteration 39Q: 3 clusters Score -7508456 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -7508652.000000 Penalty: 3598.864258
	Iteration 40F: 3 clusters Score -7508652 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -7508741.500000 Penalty: 3598.864258
	Iteration 41Q: 3 clusters Score -7508742 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -7508757.500000 Penalty: 3598.864258
	Iteration 42Q: 3 clusters Score -7508758 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -7508753.000000 Penalty: 3598.864258
	Iteration 43Q: 3 clusters Score -7508753 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -7508789.500000 Penalty: 3598.864258
	Iteration 44Q: 3 clusters Score -7508790 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -7508808.500000 Penalty: 3598.864258
	Iteration 45Q: 3 clusters Score -7508808 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -7508795.500000 Penalty: 3598.864258
	Iteration 46Q: 3 clusters Score -7508796 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -7508834.500000 Penalty: 3598.864258
	Iteration 47Q: 3 clusters Score -7508834 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -7508854.000000 Penalty: 3598.864258
	Iteration 48Q: 3 clusters Score -7508854 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -7508872.000000 Penalty: 3598.864258
	Iteration 49Q: 3 clusters Score -7508872 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -7508906.500000 Penalty: 3598.864258
	Iteration 50Q: 3 clusters Score -7508906 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -7508938.000000 Penalty: 3598.864258
	Iteration 51Q: 3 clusters Score -7508938 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -7508971.500000 Penalty: 3598.864258
	Iteration 52Q: 3 clusters Score -7508972 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -7508990.000000 Penalty: 3598.864258
	Iteration 53Q: 3 clusters Score -7508990 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -7508992.500000 Penalty: 3598.864258
	Iteration 54Q: 3 clusters Score -7508992 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -7509010.000000 Penalty: 3598.864258
	Iteration 55Q: 3 clusters Score -7509010 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -7508988.500000 Penalty: 3598.864258
	Iteration 56Q: 3 clusters Score -7508988 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -7508963.500000 Penalty: 3598.864258
	Iteration 57Q: 3 clusters Score -7508964 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -7508983.500000 Penalty: 3598.864258
	Iteration 58Q: 3 clusters Score -7508984 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -7509012.500000 Penalty: 3598.864258
	Iteration 59Q: 3 clusters Score -7509012 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -7509031.500000 Penalty: 3598.864258
	Iteration 60F: 3 clusters Score -7509032 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -7509026.500000 Penalty: 3598.864258
	Iteration 61Q: 3 clusters Score -7509026 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -7509060.500000 Penalty: 3598.864258
	Iteration 62Q: 3 clusters Score -7509060 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -7509055.000000 Penalty: 3598.864258
	Iteration 63Q: 3 clusters Score -7509055 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -7509065.000000 Penalty: 3598.864258
	Iteration 64Q: 3 clusters Score -7509065 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -7509078.500000 Penalty: 3598.864258
	Iteration 65Q: 3 clusters Score -7509078 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -7509099.500000 Penalty: 3598.864258
	Iteration 66Q: 3 clusters Score -7509100 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -7509142.000000 Penalty: 3598.864258
	Iteration 67Q: 3 clusters Score -7509142 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -7509125.500000 Penalty: 3598.864258
	Iteration 68Q: 3 clusters Score -7509126 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -7509144.000000 Penalty: 3598.864258
	Iteration 69Q: 3 clusters Score -7509144 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -7509112.000000 Penalty: 3598.864258
	Iteration 70Q: 3 clusters Score -7509112 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -7509133.000000 Penalty: 3598.864258
	Iteration 71Q: 3 clusters Score -7509133 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -7509145.500000 Penalty: 3598.864258
	Iteration 72Q: 3 clusters Score -7509146 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -7509156.000000 Penalty: 3598.864258
	Iteration 73Q: 3 clusters Score -7509156 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -7509173.500000 Penalty: 3598.864258
	Iteration 74Q: 3 clusters Score -7509174 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -7509175.500000 Penalty: 3598.864258
	Iteration 75Q: 3 clusters Score -7509176 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -7509169.500000 Penalty: 3598.864258
	Iteration 76Q: 3 clusters Score -7509170 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -7509172.000000 Penalty: 3598.864258
	Iteration 77Q: 3 clusters Score -7509172 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -7509176.000000 Penalty: 3598.864258
	Iteration 78Q: 3 clusters Score -7509176 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -7509163.500000 Penalty: 3598.864258
	Iteration 79Q: 3 clusters Score -7509164 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -7509185.500000 Penalty: 3598.864258
	Iteration 80F: 3 clusters Score -7509186 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -7509202.500000 Penalty: 3598.864258
	Iteration 81Q: 3 clusters Score -7509202 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -7509191.500000 Penalty: 3598.864258
	Iteration 82Q: 3 clusters Score -7509192 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -7509191.500000 Penalty: 3598.864258
	Iteration 83Q: 3 clusters Score -7509192 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -7509199.000000 Penalty: 3598.864258
	Iteration 84Q: 3 clusters Score -7509199 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -7509197.500000 Penalty: 3598.864258
	Iteration 85Q: 3 clusters Score -7509198 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -7509192.000000 Penalty: 3598.864258
	Iteration 86Q: 3 clusters Score -7509192 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -7509197.000000 Penalty: 3598.864258
	Iteration 87Q: 3 clusters Score -7509197 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -7509166.500000 Penalty: 3598.864258
	Iteration 88Q: 3 clusters Score -7509166 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -7509159.000000 Penalty: 3598.864258
	Iteration 89Q: 3 clusters Score -7509159 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -7509148.000000 Penalty: 3598.864258
	Iteration 90Q: 3 clusters Score -7509148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -7509134.500000 Penalty: 3598.864258
	Iteration 91Q: 3 clusters Score -7509134 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -7509151.500000 Penalty: 3598.864258
	Iteration 92Q: 3 clusters Score -7509152 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -7509173.500000 Penalty: 3598.864258
	Iteration 93Q: 3 clusters Score -7509174 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -7509165.000000 Penalty: 3598.864258
	Iteration 94Q: 3 clusters Score -7509165 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -7509175.000000 Penalty: 3598.864258
	Iteration 95Q: 3 clusters Score -7509175 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -7509173.500000 Penalty: 3598.864258
	Iteration 96Q: 3 clusters Score -7509174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -7509181.000000 Penalty: 3598.864258
	Iteration 97Q: 3 clusters Score -7509181 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -7509179.000000 Penalty: 3598.864258
	Iteration 98Q: 3 clusters Score -7509179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -7509176.500000 Penalty: 3598.864258
	Iteration 99Q: 3 clusters Score -7509176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -7509143.000000 Penalty: 3598.864258
	Iteration 100F: 3 clusters Score -7509143 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -7509151.500000 Penalty: 3598.864258
	Iteration 101Q: 3 clusters Score -7509152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -7509149.000000 Penalty: 3598.864258
	Iteration 102Q: 3 clusters Score -7509149 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -7509151.500000 Penalty: 3598.864258
	Iteration 103Q: 3 clusters Score -7509152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -7509155.500000 Penalty: 3598.864258
	Iteration 104Q: 3 clusters Score -7509156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -7509146.500000 Penalty: 3598.864258
	Iteration 105Q: 3 clusters Score -7509146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -7509159.000000 Penalty: 3598.864258
	Iteration 106Q: 3 clusters Score -7509159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -7509167.000000 Penalty: 3598.864258
	Iteration 107Q: 3 clusters Score -7509167 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -7509150.500000 Penalty: 3598.864258
	Iteration 108Q: 3 clusters Score -7509150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -7509169.500000 Penalty: 3598.864258
	Iteration 109Q: 3 clusters Score -7509170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -7509168.000000 Penalty: 3598.864258
	Iteration 110Q: 3 clusters Score -7509168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -7509183.000000 Penalty: 3598.864258
	Iteration 111Q: 3 clusters Score -7509183 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -7509180.000000 Penalty: 3598.864258
	Iteration 112Q: 3 clusters Score -7509180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -7509181.000000 Penalty: 3598.864258
	Iteration 113Q: 3 clusters Score -7509181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -7509186.000000 Penalty: 3598.864258
	Iteration 114Q: 3 clusters Score -7509186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -7509186.500000 Penalty: 3598.864258
	Iteration 115Q: 3 clusters Score -7509186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -7509200.500000 Penalty: 3598.864258
	Iteration 116Q: 3 clusters Score -7509200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -7509194.500000 Penalty: 3598.864258
	Iteration 117Q: 3 clusters Score -7509194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -7509170.000000 Penalty: 3598.864258
	Iteration 118Q: 3 clusters Score -7509170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -7509152.500000 Penalty: 3598.864258
	Iteration 119Q: 3 clusters Score -7509152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -7509164.500000 Penalty: 3598.864258
	Iteration 120F: 3 clusters Score -7509164 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -7509167.000000 Penalty: 3598.864258
	Iteration 121Q: 3 clusters Score -7509167 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -7509164.000000 Penalty: 3598.864258
	Iteration 122Q: 3 clusters Score -7509164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -7509168.500000 Penalty: 3598.864258
	Iteration 123Q: 3 clusters Score -7509168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -7509172.000000 Penalty: 3598.864258
	Iteration 124Q: 3 clusters Score -7509172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -7509169.000000 Penalty: 3598.864258
	Iteration 125Q: 3 clusters Score -7509169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -7509169.500000 Penalty: 3598.864258
	Iteration 126Q: 3 clusters Score -7509170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -7509171.000000 Penalty: 3598.864258
	Iteration 127Q: 3 clusters Score -7509171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -7509166.500000 Penalty: 3598.864258
	Iteration 128Q: 3 clusters Score -7509166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -7509176.000000 Penalty: 3598.864258
	Iteration 129Q: 3 clusters Score -7509176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -7509174.000000 Penalty: 3598.864258
	Iteration 130Q: 3 clusters Score -7509174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -7509184.000000 Penalty: 3598.864258
	Iteration 131Q: 3 clusters Score -7509184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -7509180.500000 Penalty: 3598.864258
	Iteration 132Q: 3 clusters Score -7509180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -7509175.500000 Penalty: 3598.864258
	Iteration 133Q: 3 clusters Score -7509176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -7509160.500000 Penalty: 3598.864258
	Iteration 134Q: 3 clusters Score -7509160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -7509170.000000 Penalty: 3598.864258
	Iteration 135Q: 3 clusters Score -7509170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -7509171.500000 Penalty: 3598.864258
	Iteration 136Q: 3 clusters Score -7509172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -7509170.500000 Penalty: 3598.864258
	Iteration 137Q: 3 clusters Score -7509170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -7509169.000000 Penalty: 3598.864258
	Iteration 138Q: 3 clusters Score -7509169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -7509171.000000 Penalty: 3598.864258
	Iteration 139Q: 3 clusters Score -7509171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -7509171.000000 Penalty: 3598.864258
	Iteration 140F: 3 clusters Score -7509171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -7509174.000000 Penalty: 3598.864258
	Iteration 141Q: 3 clusters Score -7509174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -7509177.000000 Penalty: 3598.864258
	Iteration 142Q: 3 clusters Score -7509177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -7509185.000000 Penalty: 3598.864258
	Iteration 143Q: 3 clusters Score -7509185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -7509189.500000 Penalty: 3598.864258
	Iteration 144Q: 3 clusters Score -7509190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -7509181.000000 Penalty: 3598.864258
	Iteration 145Q: 3 clusters Score -7509181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -7509182.500000 Penalty: 3598.864258
	Iteration 146Q: 3 clusters Score -7509182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -7509186.500000 Penalty: 3598.864258
	Iteration 147Q: 3 clusters Score -7509186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -7509190.500000 Penalty: 3598.864258
	Iteration 148Q: 3 clusters Score -7509190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -7509190.500000 Penalty: 3598.864258
	Iteration 149F: 3 clusters Score -7509190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (141766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141766 members 
Entering Unmasked Estep 
Score: -16471990.000000 Penalty: 1927.564087
	Iteration 0F: 2 clusters Score -1.647199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -16387803.000000 Penalty: 3855.128174
	Iteration 0F: 3 clusters Score -1.63878e+07 nChanged 68563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
Score: -16427470.000000 Penalty: 3855.128174
	Iteration 1F: 3 clusters Score -1.642747e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65858 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -16428040.000000 Penalty: 3855.128174
	Iteration 2Q: 3 clusters Score -1.642804e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63160 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -16428905.000000 Penalty: 3855.128174
	Iteration 3Q: 3 clusters Score -1.64289e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -16430329.000000 Penalty: 3855.128174
	Iteration 4Q: 3 clusters Score -1.643033e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -16432965.000000 Penalty: 3855.128174
	Iteration 5Q: 3 clusters Score -1.643296e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -16436709.000000 Penalty: 3855.128174
	Iteration 6F: 3 clusters Score -1.643671e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 104289 members 
Entering Unmasked Estep 
Score: -16441420.000000 Penalty: 3855.128174
	Iteration 7F: 3 clusters Score -1.644142e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 112386 members 
Entering Unmasked Estep 
Score: -16446827.000000 Penalty: 3855.128174
	Iteration 8F: 3 clusters Score -1.644683e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 118853 members 
Entering Unmasked Estep 
Score: -16452077.000000 Penalty: 3855.128174
	Iteration 9F: 3 clusters Score -1.645208e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 122957 members 
Entering Unmasked Estep 
Score: -16455972.000000 Penalty: 3855.128174
	Iteration 10Q: 3 clusters Score -1.645597e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 125146 members 
Entering Unmasked Estep 
Score: -16458668.000000 Penalty: 3855.128174
	Iteration 11Q: 3 clusters Score -1.645867e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 126165 members 
Entering Unmasked Estep 
Score: -16460090.000000 Penalty: 3855.128174
	Iteration 12Q: 3 clusters Score -1.646009e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 126683 members 
Entering Unmasked Estep 
Score: -16460715.000000 Penalty: 3855.128174
	Iteration 13Q: 3 clusters Score -1.646072e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 127100 members 
Entering Unmasked Estep 
Score: -16461091.000000 Penalty: 3855.128174
	Iteration 14Q: 3 clusters Score -1.646109e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 127501 members 
Entering Unmasked Estep 
Score: -16461331.000000 Penalty: 3855.128174
	Iteration 15Q: 3 clusters Score -1.646133e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 127898 members 
Entering Unmasked Estep 
Score: -16461525.000000 Penalty: 3855.128174
	Iteration 16Q: 3 clusters Score -1.646152e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 128258 members 
Entering Unmasked Estep 
Score: -16461680.000000 Penalty: 3855.128174
	Iteration 17Q: 3 clusters Score -1.646168e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 128640 members 
Entering Unmasked Estep 
Score: -16461811.000000 Penalty: 3855.128174
	Iteration 18Q: 3 clusters Score -1.646181e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 129032 members 
Entering Unmasked Estep 
Score: -16462088.000000 Penalty: 3855.128174
	Iteration 19Q: 3 clusters Score -1.646209e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 129435 members 
Entering Unmasked Estep 
Score: -16462345.000000 Penalty: 3855.128174
	Iteration 20F: 3 clusters Score -1.646234e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 129844 members 
Entering Unmasked Estep 
Score: -16462537.000000 Penalty: 3855.128174
	Iteration 21Q: 3 clusters Score -1.646254e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 130207 members 
Entering Unmasked Estep 
Score: -16462742.000000 Penalty: 3855.128174
	Iteration 22Q: 3 clusters Score -1.646274e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 130601 members 
Entering Unmasked Estep 
Score: -16462965.000000 Penalty: 3855.128174
	Iteration 23Q: 3 clusters Score -1.646296e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 130951 members 
Entering Unmasked Estep 
Score: -16463125.000000 Penalty: 3855.128174
	Iteration 24Q: 3 clusters Score -1.646312e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 131316 members 
Entering Unmasked Estep 
Score: -16463388.000000 Penalty: 3855.128174
	Iteration 25Q: 3 clusters Score -1.646339e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 131692 members 
Entering Unmasked Estep 
Score: -16463584.000000 Penalty: 3855.128174
	Iteration 26Q: 3 clusters Score -1.646358e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 132035 members 
Entering Unmasked Estep 
Score: -16463787.000000 Penalty: 3855.128174
	Iteration 27Q: 3 clusters Score -1.646379e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 132405 members 
Entering Unmasked Estep 
Score: -16463990.000000 Penalty: 3855.128174
	Iteration 28Q: 3 clusters Score -1.646399e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 132754 members 
Entering Unmasked Estep 
Score: -16464177.000000 Penalty: 3855.128174
	Iteration 29Q: 3 clusters Score -1.646418e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 133118 members 
Entering Unmasked Estep 
Score: -16464393.000000 Penalty: 3855.128174
	Iteration 30Q: 3 clusters Score -1.646439e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 133470 members 
Entering Unmasked Estep 
Score: -16464620.000000 Penalty: 3855.128174
	Iteration 31Q: 3 clusters Score -1.646462e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 133804 members 
Entering Unmasked Estep 
Score: -16464883.000000 Penalty: 3855.128174
	Iteration 32Q: 3 clusters Score -1.646488e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 134145 members 
Entering Unmasked Estep 
Score: -16465133.000000 Penalty: 3855.128174
	Iteration 33Q: 3 clusters Score -1.646513e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 134466 members 
Entering Unmasked Estep 
Score: -16465389.000000 Penalty: 3855.128174
	Iteration 34Q: 3 clusters Score -1.646539e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 134820 members 
Entering Unmasked Estep 
Score: -16465621.000000 Penalty: 3855.128174
	Iteration 35Q: 3 clusters Score -1.646562e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 135183 members 
Entering Unmasked Estep 
Score: -16465877.000000 Penalty: 3855.128174
	Iteration 36Q: 3 clusters Score -1.646588e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 135530 members 
Entering Unmasked Estep 
Score: -16466122.000000 Penalty: 3855.128174
	Iteration 37Q: 3 clusters Score -1.646612e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 135852 members 
Entering Unmasked Estep 
Score: -16466353.000000 Penalty: 3855.128174
	Iteration 38Q: 3 clusters Score -1.646635e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 136130 members 
Entering Unmasked Estep 
Score: -16466441.000000 Penalty: 3855.128174
	Iteration 39Q: 3 clusters Score -1.646644e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 136401 members 
Entering Unmasked Estep 
Score: -16466544.000000 Penalty: 3855.128174
	Iteration 40F: 3 clusters Score -1.646654e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 136659 members 
Entering Unmasked Estep 
Score: -16466710.000000 Penalty: 3855.128174
	Iteration 41Q: 3 clusters Score -1.646671e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 136894 members 
Entering Unmasked Estep 
Score: -16466845.000000 Penalty: 3855.128174
	Iteration 42Q: 3 clusters Score -1.646684e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 137103 members 
Entering Unmasked Estep 
Score: -16467024.000000 Penalty: 3855.128174
	Iteration 43Q: 3 clusters Score -1.646702e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 137291 members 
Entering Unmasked Estep 
Score: -16467082.000000 Penalty: 3855.128174
	Iteration 44Q: 3 clusters Score -1.646708e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 137453 members 
Entering Unmasked Estep 
Score: -16467152.000000 Penalty: 3855.128174
	Iteration 45Q: 3 clusters Score -1.646715e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 137613 members 
Entering Unmasked Estep 
Score: -16467239.000000 Penalty: 3855.128174
	Iteration 46Q: 3 clusters Score -1.646724e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 137781 members 
Entering Unmasked Estep 
Score: -16467335.000000 Penalty: 3855.128174
	Iteration 47Q: 3 clusters Score -1.646734e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 137947 members 
Entering Unmasked Estep 
Score: -16467431.000000 Penalty: 3855.128174
	Iteration 48Q: 3 clusters Score -1.646743e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 138102 members 
Entering Unmasked Estep 
Score: -16467555.000000 Penalty: 3855.128174
	Iteration 49Q: 3 clusters Score -1.646756e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 138224 members 
Entering Unmasked Estep 
Score: -16467620.000000 Penalty: 3855.128174
	Iteration 50Q: 3 clusters Score -1.646762e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 138349 members 
Entering Unmasked Estep 
Score: -16467800.000000 Penalty: 3855.128174
	Iteration 51Q: 3 clusters Score -1.64678e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 138458 members 
Entering Unmasked Estep 
Score: -16467941.000000 Penalty: 3855.128174
	Iteration 52Q: 3 clusters Score -1.646794e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 138548 members 
Entering Unmasked Estep 
Score: -16468090.000000 Penalty: 3855.128174
	Iteration 53Q: 3 clusters Score -1.646809e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 138645 members 
Entering Unmasked Estep 
Score: -16468221.000000 Penalty: 3855.128174
	Iteration 54Q: 3 clusters Score -1.646822e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 138738 members 
Entering Unmasked Estep 
Score: -16468318.000000 Penalty: 3855.128174
	Iteration 55Q: 3 clusters Score -1.646832e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 138830 members 
Entering Unmasked Estep 
Score: -16468427.000000 Penalty: 3855.128174
	Iteration 56Q: 3 clusters Score -1.646843e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 138898 members 
Entering Unmasked Estep 
Score: -16468468.000000 Penalty: 3855.128174
	Iteration 57Q: 3 clusters Score -1.646847e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 138951 members 
Entering Unmasked Estep 
Score: -16468544.000000 Penalty: 3855.128174
	Iteration 58Q: 3 clusters Score -1.646854e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 139013 members 
Entering Unmasked Estep 
Score: -16468609.000000 Penalty: 3855.128174
	Iteration 59Q: 3 clusters Score -1.646861e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 139071 members 
Entering Unmasked Estep 
Score: -16468695.000000 Penalty: 3855.128174
	Iteration 60F: 3 clusters Score -1.64687e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 139126 members 
Entering Unmasked Estep 
Score: -16468725.000000 Penalty: 3855.128174
	Iteration 61Q: 3 clusters Score -1.646872e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 139173 members 
Entering Unmasked Estep 
Score: -16468764.000000 Penalty: 3855.128174
	Iteration 62Q: 3 clusters Score -1.646876e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 139218 members 
Entering Unmasked Estep 
Score: -16468798.000000 Penalty: 3855.128174
	Iteration 63Q: 3 clusters Score -1.64688e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 139261 members 
Entering Unmasked Estep 
Score: -16468812.000000 Penalty: 3855.128174
	Iteration 64Q: 3 clusters Score -1.646881e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 139304 members 
Entering Unmasked Estep 
Score: -16468843.000000 Penalty: 3855.128174
	Iteration 65Q: 3 clusters Score -1.646884e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 139361 members 
Entering Unmasked Estep 
Score: -16468906.000000 Penalty: 3855.128174
	Iteration 66Q: 3 clusters Score -1.646891e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 139422 members 
Entering Unmasked Estep 
Score: -16468985.000000 Penalty: 3855.128174
	Iteration 67Q: 3 clusters Score -1.646898e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 139468 members 
Entering Unmasked Estep 
Score: -16469020.000000 Penalty: 3855.128174
	Iteration 68Q: 3 clusters Score -1.646902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 139502 members 
Entering Unmasked Estep 
Score: -16469027.000000 Penalty: 3855.128174
	Iteration 69Q: 3 clusters Score -1.646903e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 139535 members 
Entering Unmasked Estep 
Score: -16469042.000000 Penalty: 3855.128174
	Iteration 70Q: 3 clusters Score -1.646904e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 139564 members 
Entering Unmasked Estep 
Score: -16469063.000000 Penalty: 3855.128174
	Iteration 71Q: 3 clusters Score -1.646906e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 139592 members 
Entering Unmasked Estep 
Score: -16469094.000000 Penalty: 3855.128174
	Iteration 72Q: 3 clusters Score -1.646909e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 139617 members 
Entering Unmasked Estep 
Score: -16469099.000000 Penalty: 3855.128174
	Iteration 73Q: 3 clusters Score -1.64691e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 139641 members 
Entering Unmasked Estep 
Score: -16469121.000000 Penalty: 3855.128174
	Iteration 74Q: 3 clusters Score -1.646912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 139661 members 
Entering Unmasked Estep 
Score: -16469132.000000 Penalty: 3855.128174
	Iteration 75Q: 3 clusters Score -1.646913e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 139681 members 
Entering Unmasked Estep 
Score: -16469132.000000 Penalty: 3855.128174
	Iteration 76Q: 3 clusters Score -1.646913e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 139701 members 
Entering Unmasked Estep 
Score: -16469136.000000 Penalty: 3855.128174
	Iteration 77Q: 3 clusters Score -1.646914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 139720 members 
Entering Unmasked Estep 
Score: -16469166.000000 Penalty: 3855.128174
	Iteration 78Q: 3 clusters Score -1.646917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 139738 members 
Entering Unmasked Estep 
Score: -16469178.000000 Penalty: 3855.128174
	Iteration 79Q: 3 clusters Score -1.646918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 139751 members 
Entering Unmasked Estep 
Score: -16469176.000000 Penalty: 3855.128174
	Iteration 80F: 3 clusters Score -1.646918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 139763 members 
Entering Unmasked Estep 
Score: -16469199.000000 Penalty: 3855.128174
	Iteration 81Q: 3 clusters Score -1.64692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 139770 members 
Entering Unmasked Estep 
Score: -16469214.000000 Penalty: 3855.128174
	Iteration 82Q: 3 clusters Score -1.646921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 139777 members 
Entering Unmasked Estep 
Score: -16469209.000000 Penalty: 3855.128174
	Iteration 83Q: 3 clusters Score -1.646921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 139786 members 
Entering Unmasked Estep 
Score: -16469221.000000 Penalty: 3855.128174
	Iteration 84Q: 3 clusters Score -1.646922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 139796 members 
Entering Unmasked Estep 
Score: -16469235.000000 Penalty: 3855.128174
	Iteration 85Q: 3 clusters Score -1.646924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 139806 members 
Entering Unmasked Estep 
Score: -16469231.000000 Penalty: 3855.128174
	Iteration 86Q: 3 clusters Score -1.646923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 139817 members 
Entering Unmasked Estep 
Score: -16469263.000000 Penalty: 3855.128174
	Iteration 87Q: 3 clusters Score -1.646926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 139824 members 
Entering Unmasked Estep 
Score: -16469271.000000 Penalty: 3855.128174
	Iteration 88Q: 3 clusters Score -1.646927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 139835 members 
Entering Unmasked Estep 
Score: -16469270.000000 Penalty: 3855.128174
	Iteration 89Q: 3 clusters Score -1.646927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 139840 members 
Entering Unmasked Estep 
Score: -16469270.000000 Penalty: 3855.128174
	Iteration 90Q: 3 clusters Score -1.646927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 139843 members 
Entering Unmasked Estep 
Score: -16469288.000000 Penalty: 3855.128174
	Iteration 91Q: 3 clusters Score -1.646929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 139850 members 
Entering Unmasked Estep 
Score: -16469305.000000 Penalty: 3855.128174
	Iteration 92Q: 3 clusters Score -1.64693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 139860 members 
Entering Unmasked Estep 
Score: -16469329.000000 Penalty: 3855.128174
	Iteration 93Q: 3 clusters Score -1.646933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 139866 members 
Entering Unmasked Estep 
Score: -16469325.000000 Penalty: 3855.128174
	Iteration 94Q: 3 clusters Score -1.646932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 139870 members 
Entering Unmasked Estep 
Score: -16469324.000000 Penalty: 3855.128174
	Iteration 95Q: 3 clusters Score -1.646932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 139873 members 
Entering Unmasked Estep 
Score: -16469312.000000 Penalty: 3855.128174
	Iteration 96Q: 3 clusters Score -1.646931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 139878 members 
Entering Unmasked Estep 
Score: -16469314.000000 Penalty: 3855.128174
	Iteration 97Q: 3 clusters Score -1.646931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 139887 members 
Entering Unmasked Estep 
Score: -16469334.000000 Penalty: 3855.128174
	Iteration 98Q: 3 clusters Score -1.646933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 139894 members 
Entering Unmasked Estep 
Score: -16469333.000000 Penalty: 3855.128174
	Iteration 99Q: 3 clusters Score -1.646933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 139902 members 
Entering Unmasked Estep 
Score: -16469339.000000 Penalty: 3855.128174
	Iteration 100F: 3 clusters Score -1.646934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 139913 members 
Entering Unmasked Estep 
Score: -16469349.000000 Penalty: 3855.128174
	Iteration 101Q: 3 clusters Score -1.646935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 139920 members 
Entering Unmasked Estep 
Score: -16469358.000000 Penalty: 3855.128174
	Iteration 102Q: 3 clusters Score -1.646936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 139926 members 
Entering Unmasked Estep 
Score: -16469371.000000 Penalty: 3855.128174
	Iteration 103Q: 3 clusters Score -1.646937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 139931 members 
Entering Unmasked Estep 
Score: -16469374.000000 Penalty: 3855.128174
	Iteration 104Q: 3 clusters Score -1.646937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 139939 members 
Entering Unmasked Estep 
Score: -16469381.000000 Penalty: 3855.128174
	Iteration 105Q: 3 clusters Score -1.646938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 139946 members 
Entering Unmasked Estep 
Score: -16469381.000000 Penalty: 3855.128174
	Iteration 106Q: 3 clusters Score -1.646938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 139957 members 
Entering Unmasked Estep 
Score: -16469401.000000 Penalty: 3855.128174
	Iteration 107Q: 3 clusters Score -1.64694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 139964 members 
Entering Unmasked Estep 
Score: -16469415.000000 Penalty: 3855.128174
	Iteration 108Q: 3 clusters Score -1.646942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 139971 members 
Entering Unmasked Estep 
Score: -16469415.000000 Penalty: 3855.128174
	Iteration 109Q: 3 clusters Score -1.646942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 139978 members 
Entering Unmasked Estep 
Score: -16469424.000000 Penalty: 3855.128174
	Iteration 110Q: 3 clusters Score -1.646942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 139985 members 
Entering Unmasked Estep 
Score: -16469435.000000 Penalty: 3855.128174
	Iteration 111Q: 3 clusters Score -1.646944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 139996 members 
Entering Unmasked Estep 
Score: -16469453.000000 Penalty: 3855.128174
	Iteration 112Q: 3 clusters Score -1.646945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 140001 members 
Entering Unmasked Estep 
Score: -16469465.000000 Penalty: 3855.128174
	Iteration 113Q: 3 clusters Score -1.646946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 140004 members 
Entering Unmasked Estep 
Score: -16469475.000000 Penalty: 3855.128174
	Iteration 114Q: 3 clusters Score -1.646948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 140004 members 
Entering Unmasked Estep 
Score: -16469475.000000 Penalty: 3855.128174
	Iteration 115Q: 3 clusters Score -1.646948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 140006 members 
Entering Unmasked Estep 
Score: -16469478.000000 Penalty: 3855.128174
	Iteration 116Q: 3 clusters Score -1.646948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 140005 members 
Entering Unmasked Estep 
Score: -16469473.000000 Penalty: 3855.128174
	Iteration 117Q: 3 clusters Score -1.646947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 140006 members 
Entering Unmasked Estep 
Score: -16469475.000000 Penalty: 3855.128174
	Iteration 118Q: 3 clusters Score -1.646948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 140009 members 
Entering Unmasked Estep 
Score: -16469474.000000 Penalty: 3855.128174
	Iteration 119Q: 3 clusters Score -1.646947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 140011 members 
Entering Unmasked Estep 
Score: -16469480.000000 Penalty: 3855.128174
	Iteration 120F: 3 clusters Score -1.646948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 140014 members 
Entering Unmasked Estep 
Score: -16469488.000000 Penalty: 3855.128174
	Iteration 121Q: 3 clusters Score -1.646949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 140017 members 
Entering Unmasked Estep 
Score: -16469487.000000 Penalty: 3855.128174
	Iteration 122Q: 3 clusters Score -1.646949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 140020 members 
Entering Unmasked Estep 
Score: -16469494.000000 Penalty: 3855.128174
	Iteration 123Q: 3 clusters Score -1.646949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 140022 members 
Entering Unmasked Estep 
Score: -16469489.000000 Penalty: 3855.128174
	Iteration 124Q: 3 clusters Score -1.646949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 140023 members 
Entering Unmasked Estep 
Score: -16469495.000000 Penalty: 3855.128174
	Iteration 125Q: 3 clusters Score -1.64695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 140025 members 
Entering Unmasked Estep 
Score: -16469490.000000 Penalty: 3855.128174
	Iteration 126Q: 3 clusters Score -1.646949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 140027 members 
Entering Unmasked Estep 
Score: -16469486.000000 Penalty: 3855.128174
	Iteration 127Q: 3 clusters Score -1.646949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 140030 members 
Entering Unmasked Estep 
Score: -16469483.000000 Penalty: 3855.128174
	Iteration 128Q: 3 clusters Score -1.646948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 140030 members 
Entering Unmasked Estep 
Score: -16469483.000000 Penalty: 3855.128174
	Iteration 129F: 3 clusters Score -1.646948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14853 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15128 members 
Mstep: Class 8 contains 84874 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47132 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6089 members 
Mstep: Class 14 contains 144977 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6231 members 
Mstep: Class 17 contains 7474 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145580 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5531 members 
Mstep: Class 24 contains 3899 members 
Mstep: Class 25 contains 12496 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 89163 members 
Mstep: Class 28 contains 64436 members 
Mstep: Class 29 contains 141766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085288.000000 Penalty: 64665.113281
Iteration 439Q: 30 clusters Score -1.020853e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14850 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15118 members 
Mstep: Class 8 contains 84858 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47131 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6089 members 
Mstep: Class 14 contains 144975 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6213 members 
Mstep: Class 17 contains 7273 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 7332 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145577 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5521 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 12494 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 88209 members 
Mstep: Class 28 contains 64583 members 
Mstep: Class 29 contains 142838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085440.000000 Penalty: 64665.113281
Iteration 440F: 30 clusters Score -1.020854e+08 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14854 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15103 members 
Mstep: Class 8 contains 84827 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47133 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6089 members 
Mstep: Class 14 contains 144974 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6190 members 
Mstep: Class 17 contains 7074 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 7338 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145573 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5510 members 
Mstep: Class 24 contains 3880 members 
Mstep: Class 25 contains 12493 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 87170 members 
Mstep: Class 28 contains 64955 members 
Mstep: Class 29 contains 143788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085464.000000 Penalty: 64665.113281
Iteration 441Q: 30 clusters Score -1.020855e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14855 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15090 members 
Mstep: Class 8 contains 84770 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47133 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6090 members 
Mstep: Class 14 contains 144974 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6170 members 
Mstep: Class 17 contains 6897 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145572 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5501 members 
Mstep: Class 24 contains 3879 members 
Mstep: Class 25 contains 12498 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 86007 members 
Mstep: Class 28 contains 65509 members 
Mstep: Class 29 contains 144659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085392.000000 Penalty: 64665.113281
Iteration 442Q: 30 clusters Score -1.020854e+08 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14859 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15084 members 
Mstep: Class 8 contains 84732 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47137 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6089 members 
Mstep: Class 14 contains 144973 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6157 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 7355 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145573 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 3868 members 
Mstep: Class 25 contains 12500 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 84643 members 
Mstep: Class 28 contains 66223 members 
Mstep: Class 29 contains 145504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085544.000000 Penalty: 64665.113281
Iteration 443Q: 30 clusters Score -1.020855e+08 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14865 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15081 members 
Mstep: Class 8 contains 84690 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47138 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6087 members 
Mstep: Class 14 contains 144975 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 6640 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145573 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5503 members 
Mstep: Class 24 contains 3862 members 
Mstep: Class 25 contains 12511 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 83190 members 
Mstep: Class 28 contains 67024 members 
Mstep: Class 29 contains 146308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085160.000000 Penalty: 64665.113281
Iteration 444Q: 30 clusters Score -1.020852e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14864 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15062 members 
Mstep: Class 8 contains 84638 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47140 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6087 members 
Mstep: Class 14 contains 144977 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6131 members 
Mstep: Class 17 contains 6554 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 7362 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145572 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5491 members 
Mstep: Class 24 contains 3855 members 
Mstep: Class 25 contains 12523 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 81831 members 
Mstep: Class 28 contains 67961 members 
Mstep: Class 29 contains 146898 members 
Entering Unmasked Estep 
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Iteration 445Q: 30 clusters Score -1.020852e+08 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14860 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 84610 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47139 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6087 members 
Mstep: Class 14 contains 144980 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 6498 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 7365 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145571 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5482 members 
Mstep: Class 24 contains 3850 members 
Mstep: Class 25 contains 12531 members 
Mstep: Class 26 contains 10712 members 
Mstep: Class 27 contains 80591 members 
Mstep: Class 28 contains 68966 members 
Mstep: Class 29 contains 147252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102085120.000000 Penalty: 64665.113281
Iteration 446Q: 30 clusters Score -1.020851e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14859 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 84591 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47137 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6087 members 
Mstep: Class 14 contains 144977 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6109 members 
Mstep: Class 17 contains 6462 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 7371 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145572 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5475 members 
Mstep: Class 24 contains 3840 members 
Mstep: Class 25 contains 12533 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 79422 members 
Mstep: Class 28 contains 69962 members 
Mstep: Class 29 contains 147503 members 
Entering Unmasked Estep 
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Score: -102084768.000000 Penalty: 64665.113281
Iteration 447Q: 30 clusters Score -1.020848e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14857 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15034 members 
Mstep: Class 8 contains 84597 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47138 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6088 members 
Mstep: Class 14 contains 144978 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6078 members 
Mstep: Class 17 contains 6457 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145570 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5475 members 
Mstep: Class 24 contains 3829 members 
Mstep: Class 25 contains 12529 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 78491 members 
Mstep: Class 28 contains 70845 members 
Mstep: Class 29 contains 147601 members 
Entering Unmasked Estep 
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Iteration 448Q: 30 clusters Score -1.020846e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14852 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15033 members 
Mstep: Class 8 contains 84576 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47139 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6089 members 
Mstep: Class 14 contains 144981 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 6030 members 
Mstep: Class 17 contains 6465 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145572 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5470 members 
Mstep: Class 24 contains 3826 members 
Mstep: Class 25 contains 12516 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 77745 members 
Mstep: Class 28 contains 71460 members 
Mstep: Class 29 contains 147800 members 
Entering Unmasked Estep 
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Score: -102084584.000000 Penalty: 64665.113281
Iteration 449Q: 30 clusters Score -1.020846e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14852 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15035 members 
Mstep: Class 8 contains 84565 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47140 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6088 members 
Mstep: Class 14 contains 144985 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 5985 members 
Mstep: Class 17 contains 6464 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 7403 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145571 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5461 members 
Mstep: Class 24 contains 3823 members 
Mstep: Class 25 contains 12504 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 76983 members 
Mstep: Class 28 contains 71966 members 
Mstep: Class 29 contains 148119 members 
Entering Unmasked Estep 
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Iteration 450Q: 30 clusters Score -1.020841e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14848 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15034 members 
Mstep: Class 8 contains 84558 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47143 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6088 members 
Mstep: Class 14 contains 144985 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 5928 members 
Mstep: Class 17 contains 6466 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 7426 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145570 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5452 members 
Mstep: Class 24 contains 3826 members 
Mstep: Class 25 contains 12497 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 76216 members 
Mstep: Class 28 contains 72431 members 
Mstep: Class 29 contains 148476 members 
Entering Unmasked Estep 
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Iteration 451Q: 30 clusters Score -1.020837e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14843 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15029 members 
Mstep: Class 8 contains 84569 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47143 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6088 members 
Mstep: Class 14 contains 144982 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 5867 members 
Mstep: Class 17 contains 6463 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 7450 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145571 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5450 members 
Mstep: Class 24 contains 3822 members 
Mstep: Class 25 contains 12494 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 75459 members 
Mstep: Class 28 contains 72832 members 
Mstep: Class 29 contains 148882 members 
Entering Unmasked Estep 
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Iteration 452Q: 30 clusters Score -1.020834e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14845 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15026 members 
Mstep: Class 8 contains 84575 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6088 members 
Mstep: Class 14 contains 144982 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 6450 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 7462 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145572 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5444 members 
Mstep: Class 24 contains 3821 members 
Mstep: Class 25 contains 12496 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 74666 members 
Mstep: Class 28 contains 73203 members 
Mstep: Class 29 contains 149354 members 
Entering Unmasked Estep 
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Iteration 453Q: 30 clusters Score -1.020831e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14847 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15040 members 
Mstep: Class 8 contains 84566 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6086 members 
Mstep: Class 14 contains 144984 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 5756 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 7477 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145572 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5446 members 
Mstep: Class 24 contains 3821 members 
Mstep: Class 25 contains 12492 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 73860 members 
Mstep: Class 28 contains 73569 members 
Mstep: Class 29 contains 149843 members 
Entering Unmasked Estep 
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Iteration 454Q: 30 clusters Score -1.020828e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14847 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15055 members 
Mstep: Class 8 contains 84563 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 47146 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6084 members 
Mstep: Class 14 contains 144984 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 5689 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145571 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5439 members 
Mstep: Class 24 contains 3821 members 
Mstep: Class 25 contains 12482 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 73007 members 
Mstep: Class 28 contains 73904 members 
Mstep: Class 29 contains 150429 members 
Entering Unmasked Estep 
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Iteration 455Q: 30 clusters Score -1.020827e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14852 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 84551 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 47146 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6082 members 
Mstep: Class 14 contains 144983 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 5641 members 
Mstep: Class 17 contains 6429 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 7503 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145571 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 3820 members 
Mstep: Class 25 contains 12486 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 72247 members 
Mstep: Class 28 contains 74191 members 
Mstep: Class 29 contains 150940 members 
Entering Unmasked Estep 
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Iteration 456Q: 30 clusters Score -1.020821e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14854 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15088 members 
Mstep: Class 8 contains 84551 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 47146 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6082 members 
Mstep: Class 14 contains 144980 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 5586 members 
Mstep: Class 17 contains 6449 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7504 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145572 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5439 members 
Mstep: Class 24 contains 3820 members 
Mstep: Class 25 contains 12487 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 71521 members 
Mstep: Class 28 contains 74486 members 
Mstep: Class 29 contains 151380 members 
Entering Unmasked Estep 
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Iteration 457Q: 30 clusters Score -1.020819e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14852 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15105 members 
Mstep: Class 8 contains 84551 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6082 members 
Mstep: Class 14 contains 144985 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 6482 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 7518 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145570 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5439 members 
Mstep: Class 24 contains 3817 members 
Mstep: Class 25 contains 12487 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 70942 members 
Mstep: Class 28 contains 74751 members 
Mstep: Class 29 contains 151708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102081504.000000 Penalty: 64665.113281
Iteration 458Q: 30 clusters Score -1.020815e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14853 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15121 members 
Mstep: Class 8 contains 84542 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 47144 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6080 members 
Mstep: Class 14 contains 144988 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 6523 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145570 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 3816 members 
Mstep: Class 25 contains 12491 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 70479 members 
Mstep: Class 28 contains 74982 members 
Mstep: Class 29 contains 151946 members 
Entering Unmasked Estep 
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Score: -102081448.000000 Penalty: 64665.113281
Iteration 459Q: 30 clusters Score -1.020814e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14852 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15137 members 
Mstep: Class 8 contains 84519 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6078 members 
Mstep: Class 14 contains 144988 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 5352 members 
Mstep: Class 17 contains 6576 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7559 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145572 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5435 members 
Mstep: Class 24 contains 3816 members 
Mstep: Class 25 contains 12491 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 70142 members 
Mstep: Class 28 contains 75165 members 
Mstep: Class 29 contains 152114 members 
Entering Unmasked Estep 
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Score: -102081440.000000 Penalty: 64665.113281
Iteration 460F: 30 clusters Score -1.020814e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14851 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15144 members 
Mstep: Class 8 contains 84499 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6075 members 
Mstep: Class 14 contains 144991 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 5271 members 
Mstep: Class 17 contains 6641 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7582 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145570 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5434 members 
Mstep: Class 24 contains 3814 members 
Mstep: Class 25 contains 12486 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 69884 members 
Mstep: Class 28 contains 75326 members 
Mstep: Class 29 contains 152228 members 
Entering Unmasked Estep 
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Score: -102081280.000000 Penalty: 64665.113281
Iteration 461Q: 30 clusters Score -1.020813e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14854 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15154 members 
Mstep: Class 8 contains 84487 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 47146 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6071 members 
Mstep: Class 14 contains 144991 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 6700 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145569 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5433 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 12479 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 69695 members 
Mstep: Class 28 contains 75480 members 
Mstep: Class 29 contains 152268 members 
Entering Unmasked Estep 
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Score: -102081040.000000 Penalty: 64665.113281
Iteration 462Q: 30 clusters Score -1.02081e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14858 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15158 members 
Mstep: Class 8 contains 84478 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 47147 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6068 members 
Mstep: Class 14 contains 144991 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 5124 members 
Mstep: Class 17 contains 6752 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7617 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145570 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5430 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 12469 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69606 members 
Mstep: Class 28 contains 75566 members 
Mstep: Class 29 contains 152290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080816.000000 Penalty: 64665.113281
Iteration 463Q: 30 clusters Score -1.020808e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14861 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15162 members 
Mstep: Class 8 contains 84479 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 47148 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6064 members 
Mstep: Class 14 contains 144992 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 5057 members 
Mstep: Class 17 contains 6802 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7635 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145568 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5434 members 
Mstep: Class 24 contains 3816 members 
Mstep: Class 25 contains 12466 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69529 members 
Mstep: Class 28 contains 75630 members 
Mstep: Class 29 contains 152296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080872.000000 Penalty: 64665.113281
Iteration 464Q: 30 clusters Score -1.020809e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14871 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15164 members 
Mstep: Class 8 contains 84476 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6058 members 
Mstep: Class 14 contains 144989 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4964 members 
Mstep: Class 17 contains 6856 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7650 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145569 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5441 members 
Mstep: Class 24 contains 3814 members 
Mstep: Class 25 contains 12468 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69466 members 
Mstep: Class 28 contains 75704 members 
Mstep: Class 29 contains 152300 members 
Entering Unmasked Estep 
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Score: -102080848.000000 Penalty: 64665.113281
Iteration 465Q: 30 clusters Score -1.020808e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15171 members 
Mstep: Class 8 contains 84481 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6056 members 
Mstep: Class 14 contains 144990 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4874 members 
Mstep: Class 17 contains 6895 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145569 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5441 members 
Mstep: Class 24 contains 3814 members 
Mstep: Class 25 contains 12472 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69415 members 
Mstep: Class 28 contains 75734 members 
Mstep: Class 29 contains 152335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080616.000000 Penalty: 64665.113281
Iteration 466Q: 30 clusters Score -1.020806e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14879 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15173 members 
Mstep: Class 8 contains 84483 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47148 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6054 members 
Mstep: Class 14 contains 144990 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4812 members 
Mstep: Class 17 contains 6940 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7681 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145568 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5445 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 12471 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69393 members 
Mstep: Class 28 contains 75731 members 
Mstep: Class 29 contains 152357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080600.000000 Penalty: 64665.113281
Iteration 467Q: 30 clusters Score -1.020806e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14882 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15176 members 
Mstep: Class 8 contains 84481 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47148 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6052 members 
Mstep: Class 14 contains 144993 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4731 members 
Mstep: Class 17 contains 6990 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7702 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145566 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5448 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 12453 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69396 members 
Mstep: Class 28 contains 75742 members 
Mstep: Class 29 contains 152365 members 
Entering Unmasked Estep 
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Score: -102080328.000000 Penalty: 64665.113281
Iteration 468Q: 30 clusters Score -1.020803e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14883 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15177 members 
Mstep: Class 8 contains 84479 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6052 members 
Mstep: Class 14 contains 144994 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4648 members 
Mstep: Class 17 contains 7046 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 7715 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145566 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5448 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 12424 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69423 members 
Mstep: Class 28 contains 75763 members 
Mstep: Class 29 contains 152359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080352.000000 Penalty: 64665.113281
Iteration 469Q: 30 clusters Score -1.020804e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14885 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 84481 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6051 members 
Mstep: Class 14 contains 144993 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4577 members 
Mstep: Class 17 contains 7093 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 7729 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145566 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5447 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 12398 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69462 members 
Mstep: Class 28 contains 75731 members 
Mstep: Class 29 contains 152373 members 
Entering Unmasked Estep 
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Score: -102080432.000000 Penalty: 64665.113281
Iteration 470Q: 30 clusters Score -1.020804e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14884 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15200 members 
Mstep: Class 8 contains 84483 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6050 members 
Mstep: Class 14 contains 144993 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4523 members 
Mstep: Class 17 contains 7138 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 7750 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145566 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5448 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 12369 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69511 members 
Mstep: Class 28 contains 75697 members 
Mstep: Class 29 contains 152364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080632.000000 Penalty: 64665.113281
Iteration 471Q: 30 clusters Score -1.020806e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14885 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15209 members 
Mstep: Class 8 contains 84484 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6049 members 
Mstep: Class 14 contains 144995 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4480 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145566 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5450 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 12347 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69573 members 
Mstep: Class 28 contains 75658 members 
Mstep: Class 29 contains 152344 members 
Entering Unmasked Estep 
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Score: -102080576.000000 Penalty: 64665.113281
Iteration 472Q: 30 clusters Score -1.020806e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14889 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15211 members 
Mstep: Class 8 contains 84485 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6047 members 
Mstep: Class 14 contains 144996 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4436 members 
Mstep: Class 17 contains 7188 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 7785 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145567 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 12325 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69629 members 
Mstep: Class 28 contains 75619 members 
Mstep: Class 29 contains 152348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080672.000000 Penalty: 64665.113281
Iteration 473Q: 30 clusters Score -1.020807e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14892 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15212 members 
Mstep: Class 8 contains 84483 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6043 members 
Mstep: Class 14 contains 144997 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4385 members 
Mstep: Class 17 contains 7220 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 7804 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145568 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5451 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 12299 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69693 members 
Mstep: Class 28 contains 75599 members 
Mstep: Class 29 contains 152330 members 
Entering Unmasked Estep 
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Score: -102080632.000000 Penalty: 64665.113281
Iteration 474Q: 30 clusters Score -1.020806e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14893 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15219 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6039 members 
Mstep: Class 14 contains 144998 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4333 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 7814 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145567 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5452 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 12283 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69763 members 
Mstep: Class 28 contains 75573 members 
Mstep: Class 29 contains 152327 members 
Entering Unmasked Estep 
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Iteration 475Q: 30 clusters Score -1.020806e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14893 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 15226 members 
Mstep: Class 8 contains 84479 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6039 members 
Mstep: Class 14 contains 144997 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4263 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145567 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5455 members 
Mstep: Class 24 contains 3813 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69803 members 
Mstep: Class 28 contains 75571 members 
Mstep: Class 29 contains 152346 members 
Entering Unmasked Estep 
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Iteration 476Q: 30 clusters Score -1.020808e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14889 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15236 members 
Mstep: Class 8 contains 84474 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6038 members 
Mstep: Class 14 contains 144997 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4192 members 
Mstep: Class 17 contains 7266 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7840 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145567 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5454 members 
Mstep: Class 24 contains 3811 members 
Mstep: Class 25 contains 12252 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69850 members 
Mstep: Class 28 contains 75569 members 
Mstep: Class 29 contains 152355 members 
Entering Unmasked Estep 
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Iteration 477Q: 30 clusters Score -1.020808e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14885 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15243 members 
Mstep: Class 8 contains 84477 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47148 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6036 members 
Mstep: Class 14 contains 144997 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4138 members 
Mstep: Class 17 contains 7281 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7858 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145567 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5452 members 
Mstep: Class 24 contains 3809 members 
Mstep: Class 25 contains 12233 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 69893 members 
Mstep: Class 28 contains 75548 members 
Mstep: Class 29 contains 152374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102080736.000000 Penalty: 64665.113281
Iteration 478Q: 30 clusters Score -1.020807e+08 nChanged 310
Entering ConstructFrom: 
Score: -102080736.000000 Penalty: 64665.113281
Entering ConstructFrom: 
Trying to split cluster 1 (2506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Entering Unmasked Estep 
Score: -297315.781250 Penalty: 1271.796997
	Iteration 0F: 2 clusters Score -297315.8 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 1227 members 
Entering Unmasked Estep 
Score: -294895.625000 Penalty: 2543.593994
	Iteration 0F: 3 clusters Score -294895.6 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -295418.875000 Penalty: 2543.593994
	Iteration 1F: 3 clusters Score -295418.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -295523.781250 Penalty: 2543.593994
	Iteration 2F: 3 clusters Score -295523.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -295581.437500 Penalty: 2543.593994
	Iteration 3Q: 3 clusters Score -295581.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -295622.562500 Penalty: 2543.593994
	Iteration 4Q: 3 clusters Score -295622.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -295647.437500 Penalty: 2543.593994
	Iteration 5Q: 3 clusters Score -295647.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -295666.875000 Penalty: 2543.593994
	Iteration 6Q: 3 clusters Score -295666.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -295679.187500 Penalty: 2543.593994
	Iteration 7Q: 3 clusters Score -295679.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -295686.437500 Penalty: 2543.593994
	Iteration 8Q: 3 clusters Score -295686.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -295693.875000 Penalty: 2543.593994
	Iteration 9Q: 3 clusters Score -295693.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -295702.000000 Penalty: 2543.593994
	Iteration 10Q: 3 clusters Score -295702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -295705.656250 Penalty: 2543.593994
	Iteration 11Q: 3 clusters Score -295705.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -295710.125000 Penalty: 2543.593994
	Iteration 12Q: 3 clusters Score -295710.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -295714.937500 Penalty: 2543.593994
	Iteration 13Q: 3 clusters Score -295714.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -295718.812500 Penalty: 2543.593994
	Iteration 14Q: 3 clusters Score -295718.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -295721.906250 Penalty: 2543.593994
	Iteration 15Q: 3 clusters Score -295721.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -295724.406250 Penalty: 2543.593994
	Iteration 16Q: 3 clusters Score -295724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -295726.437500 Penalty: 2543.593994
	Iteration 17Q: 3 clusters Score -295726.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -295729.031250 Penalty: 2543.593994
	Iteration 18Q: 3 clusters Score -295729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -295731.906250 Penalty: 2543.593994
	Iteration 19Q: 3 clusters Score -295731.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -295734.656250 Penalty: 2543.593994
	Iteration 20F: 3 clusters Score -295734.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -295738.687500 Penalty: 2543.593994
	Iteration 21Q: 3 clusters Score -295738.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -295740.968750 Penalty: 2543.593994
	Iteration 22Q: 3 clusters Score -295741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -295743.218750 Penalty: 2543.593994
	Iteration 23Q: 3 clusters Score -295743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -295744.312500 Penalty: 2543.593994
	Iteration 24Q: 3 clusters Score -295744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -295746.687500 Penalty: 2543.593994
	Iteration 25Q: 3 clusters Score -295746.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -295749.156250 Penalty: 2543.593994
	Iteration 26Q: 3 clusters Score -295749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -295750.468750 Penalty: 2543.593994
	Iteration 27Q: 3 clusters Score -295750.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -295750.906250 Penalty: 2543.593994
	Iteration 28Q: 3 clusters Score -295750.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -295752.000000 Penalty: 2543.593994
	Iteration 29Q: 3 clusters Score -295752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -295753.406250 Penalty: 2543.593994
	Iteration 30Q: 3 clusters Score -295753.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -295754.375000 Penalty: 2543.593994
	Iteration 31Q: 3 clusters Score -295754.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -295754.875000 Penalty: 2543.593994
	Iteration 32Q: 3 clusters Score -295754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -295755.437500 Penalty: 2543.593994
	Iteration 33Q: 3 clusters Score -295755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -295756.593750 Penalty: 2543.593994
	Iteration 34Q: 3 clusters Score -295756.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -295756.781250 Penalty: 2543.593994
	Iteration 35Q: 3 clusters Score -295756.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -295756.781250 Penalty: 2543.593994
	Iteration 36F: 3 clusters Score -295756.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Entering Unmasked Estep 
Score: -4327004.000000 Penalty: 1718.184448
	Iteration 0F: 2 clusters Score -4327004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -4300771.500000 Penalty: 3436.368896
	Iteration 0F: 3 clusters Score -4300772 nChanged 18218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -4310826.500000 Penalty: 3436.368896
	Iteration 1F: 3 clusters Score -4310826 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -4311255.500000 Penalty: 3436.368896
	Iteration 2Q: 3 clusters Score -4311256 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4311757.500000 Penalty: 3436.368896
	Iteration 3Q: 3 clusters Score -4311758 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4312395.000000 Penalty: 3436.368896
	Iteration 4Q: 3 clusters Score -4312395 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -4313315.000000 Penalty: 3436.368896
	Iteration 5Q: 3 clusters Score -4313315 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -4314717.000000 Penalty: 3436.368896
	Iteration 6F: 3 clusters Score -4314717 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -4316664.500000 Penalty: 3436.368896
	Iteration 7F: 3 clusters Score -4316664 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -4319059.500000 Penalty: 3436.368896
	Iteration 8F: 3 clusters Score -4319060 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -4321421.500000 Penalty: 3436.368896
	Iteration 9F: 3 clusters Score -4321422 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4323239.500000 Penalty: 3436.368896
	Iteration 10Q: 3 clusters Score -4323240 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4324356.500000 Penalty: 3436.368896
	Iteration 11Q: 3 clusters Score -4324356 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4324948.000000 Penalty: 3436.368896
	Iteration 12Q: 3 clusters Score -4324948 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4325214.000000 Penalty: 3436.368896
	Iteration 13Q: 3 clusters Score -4325214 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4325342.500000 Penalty: 3436.368896
	Iteration 14Q: 3 clusters Score -4325342 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4325417.000000 Penalty: 3436.368896
	Iteration 15Q: 3 clusters Score -4325417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4325449.000000 Penalty: 3436.368896
	Iteration 16Q: 3 clusters Score -4325449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4325470.500000 Penalty: 3436.368896
	Iteration 17Q: 3 clusters Score -4325470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4325479.000000 Penalty: 3436.368896
	Iteration 18Q: 3 clusters Score -4325479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4325496.000000 Penalty: 3436.368896
	Iteration 19Q: 3 clusters Score -4325496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4325501.500000 Penalty: 3436.368896
	Iteration 20F: 3 clusters Score -4325502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4325506.000000 Penalty: 3436.368896
	Iteration 21Q: 3 clusters Score -4325506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4325509.000000 Penalty: 3436.368896
	Iteration 22Q: 3 clusters Score -4325509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4325510.500000 Penalty: 3436.368896
	Iteration 23Q: 3 clusters Score -4325510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4325514.500000 Penalty: 3436.368896
	Iteration 24Q: 3 clusters Score -4325514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4325514.000000 Penalty: 3436.368896
	Iteration 25Q: 3 clusters Score -4325514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4325521.000000 Penalty: 3436.368896
	Iteration 26Q: 3 clusters Score -4325521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4325519.500000 Penalty: 3436.368896
	Iteration 27Q: 3 clusters Score -4325520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4325520.500000 Penalty: 3436.368896
	Iteration 28Q: 3 clusters Score -4325520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4325522.500000 Penalty: 3436.368896
	Iteration 29Q: 3 clusters Score -4325522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4325522.500000 Penalty: 3436.368896
	Iteration 30F: 3 clusters Score -4325522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -357501.687500 Penalty: 1316.817871
	Iteration 0F: 2 clusters Score -357501.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -354579.000000 Penalty: 2633.635742
	Iteration 0F: 3 clusters Score -354579 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -355300.000000 Penalty: 2633.635742
	Iteration 1F: 3 clusters Score -355300 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -355458.593750 Penalty: 2633.635742
	Iteration 2F: 3 clusters Score -355458.6 nChanged 180
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: -355583.250000 Penalty: 2633.635742
	Iteration 3F: 3 clusters Score -355583.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -355733.218750 Penalty: 2633.635742
	Iteration 4F: 3 clusters Score -355733.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -355908.531250 Penalty: 2633.635742
	Iteration 5F: 3 clusters Score -355908.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -356124.656250 Penalty: 2633.635742
	Iteration 6F: 3 clusters Score -356124.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -356322.718750 Penalty: 2633.635742
	Iteration 7F: 3 clusters Score -356322.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -356510.375000 Penalty: 2633.635742
	Iteration 8F: 3 clusters Score -356510.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -356699.687500 Penalty: 2633.635742
	Iteration 9Q: 3 clusters Score -356699.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -356854.187500 Penalty: 2633.635742
	Iteration 10Q: 3 clusters Score -356854.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -356963.750000 Penalty: 2633.635742
	Iteration 11Q: 3 clusters Score -356963.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -357034.156250 Penalty: 2633.635742
	Iteration 12Q: 3 clusters Score -357034.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -357099.093750 Penalty: 2633.635742
	Iteration 13Q: 3 clusters Score -357099.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -357147.156250 Penalty: 2633.635742
	Iteration 14Q: 3 clusters Score -357147.2 nChanged 55
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: -357197.250000 Penalty: 2633.635742
	Iteration 15Q: 3 clusters Score -357197.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -357235.437500 Penalty: 2633.635742
	Iteration 16Q: 3 clusters Score -357235.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -357273.406250 Penalty: 2633.635742
	Iteration 17Q: 3 clusters Score -357273.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -357304.000000 Penalty: 2633.635742
	Iteration 18Q: 3 clusters Score -357304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -357314.718750 Penalty: 2633.635742
	Iteration 19Q: 3 clusters Score -357314.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -357321.875000 Penalty: 2633.635742
	Iteration 20F: 3 clusters Score -357321.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -357325.812500 Penalty: 2633.635742
	Iteration 21Q: 3 clusters Score -357325.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -357328.406250 Penalty: 2633.635742
	Iteration 22Q: 3 clusters Score -357328.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -357328.843750 Penalty: 2633.635742
	Iteration 23Q: 3 clusters Score -357328.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -357330.250000 Penalty: 2633.635742
	Iteration 24Q: 3 clusters Score -357330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -357331.000000 Penalty: 2633.635742
	Iteration 25Q: 3 clusters Score -357331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -357331.218750 Penalty: 2633.635742
	Iteration 26Q: 3 clusters Score -357331.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -357331.218750 Penalty: 2633.635742
	Iteration 27F: 3 clusters Score -357331.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -506604.750000 Penalty: 1364.375122
	Iteration 0F: 2 clusters Score -506604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -502989.875000 Penalty: 2728.750244
	Iteration 0F: 3 clusters Score -502989.9 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -504016.562500 Penalty: 2728.750244
	Iteration 1F: 3 clusters Score -504016.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -504272.656250 Penalty: 2728.750244
	Iteration 2F: 3 clusters Score -504272.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -504463.093750 Penalty: 2728.750244
	Iteration 3F: 3 clusters Score -504463.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -504592.875000 Penalty: 2728.750244
	Iteration 4Q: 3 clusters Score -504592.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -504679.125000 Penalty: 2728.750244
	Iteration 5Q: 3 clusters Score -504679.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -504765.906250 Penalty: 2728.750244
	Iteration 6Q: 3 clusters Score -504765.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -504855.718750 Penalty: 2728.750244
	Iteration 7Q: 3 clusters Score -504855.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -504947.875000 Penalty: 2728.750244
	Iteration 8Q: 3 clusters Score -504947.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -505023.343750 Penalty: 2728.750244
	Iteration 9Q: 3 clusters Score -505023.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -505087.656250 Penalty: 2728.750244
	Iteration 10Q: 3 clusters Score -505087.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -505149.250000 Penalty: 2728.750244
	Iteration 11Q: 3 clusters Score -505149.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -505217.031250 Penalty: 2728.750244
	Iteration 12Q: 3 clusters Score -505217 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -505281.968750 Penalty: 2728.750244
	Iteration 13Q: 3 clusters Score -505282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -505349.843750 Penalty: 2728.750244
	Iteration 14Q: 3 clusters Score -505349.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -505409.093750 Penalty: 2728.750244
	Iteration 15Q: 3 clusters Score -505409.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -505466.187500 Penalty: 2728.750244
	Iteration 16Q: 3 clusters Score -505466.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -505523.562500 Penalty: 2728.750244
	Iteration 17Q: 3 clusters Score -505523.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -505564.312500 Penalty: 2728.750244
	Iteration 18Q: 3 clusters Score -505564.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -505584.218750 Penalty: 2728.750244
	Iteration 19Q: 3 clusters Score -505584.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -505601.843750 Penalty: 2728.750244
	Iteration 20F: 3 clusters Score -505601.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -505614.562500 Penalty: 2728.750244
	Iteration 21Q: 3 clusters Score -505614.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -505626.593750 Penalty: 2728.750244
	Iteration 22Q: 3 clusters Score -505626.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -505634.562500 Penalty: 2728.750244
	Iteration 23Q: 3 clusters Score -505634.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -505640.687500 Penalty: 2728.750244
	Iteration 24Q: 3 clusters Score -505640.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -505645.500000 Penalty: 2728.750244
	Iteration 25Q: 3 clusters Score -505645.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -505648.625000 Penalty: 2728.750244
	Iteration 26Q: 3 clusters Score -505648.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -505649.906250 Penalty: 2728.750244
	Iteration 27Q: 3 clusters Score -505649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -505651.968750 Penalty: 2728.750244
	Iteration 28Q: 3 clusters Score -505652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -505652.781250 Penalty: 2728.750244
	Iteration 29Q: 3 clusters Score -505652.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -505655.656250 Penalty: 2728.750244
	Iteration 30Q: 3 clusters Score -505655.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -505658.437500 Penalty: 2728.750244
	Iteration 31Q: 3 clusters Score -505658.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -505662.343750 Penalty: 2728.750244
	Iteration 32Q: 3 clusters Score -505662.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -505665.312500 Penalty: 2728.750244
	Iteration 33Q: 3 clusters Score -505665.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -505669.718750 Penalty: 2728.750244
	Iteration 34Q: 3 clusters Score -505669.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -505672.718750 Penalty: 2728.750244
	Iteration 35Q: 3 clusters Score -505672.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -505676.656250 Penalty: 2728.750244
	Iteration 36Q: 3 clusters Score -505676.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -505678.156250 Penalty: 2728.750244
	Iteration 37Q: 3 clusters Score -505678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -505678.593750 Penalty: 2728.750244
	Iteration 38Q: 3 clusters Score -505678.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -505680.250000 Penalty: 2728.750244
	Iteration 39Q: 3 clusters Score -505680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -505681.437500 Penalty: 2728.750244
	Iteration 40F: 3 clusters Score -505681.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -505682.531250 Penalty: 2728.750244
	Iteration 41Q: 3 clusters Score -505682.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -505683.843750 Penalty: 2728.750244
	Iteration 42Q: 3 clusters Score -505683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -505683.843750 Penalty: 2728.750244
	Iteration 43F: 3 clusters Score -505683.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Entering Unmasked Estep 
Score: -1734858.750000 Penalty: 1561.208496
	Iteration 0F: 2 clusters Score -1734859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1724615.375000 Penalty: 3122.416992
	Iteration 0F: 3 clusters Score -1724615 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1728030.875000 Penalty: 3122.416992
	Iteration 1F: 3 clusters Score -1728031 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1728264.875000 Penalty: 3122.416992
	Iteration 2F: 3 clusters Score -1728265 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1728461.500000 Penalty: 3122.416992
	Iteration 3Q: 3 clusters Score -1728462 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1728658.750000 Penalty: 3122.416992
	Iteration 4Q: 3 clusters Score -1728659 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1728914.875000 Penalty: 3122.416992
	Iteration 5Q: 3 clusters Score -1728915 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1729258.125000 Penalty: 3122.416992
	Iteration 6Q: 3 clusters Score -1729258 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1729761.500000 Penalty: 3122.416992
	Iteration 7F: 3 clusters Score -1729762 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1730460.500000 Penalty: 3122.416992
	Iteration 8F: 3 clusters Score -1730460 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1731301.500000 Penalty: 3122.416992
	Iteration 9F: 3 clusters Score -1731302 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1732166.500000 Penalty: 3122.416992
	Iteration 10F: 3 clusters Score -1732166 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1732810.750000 Penalty: 3122.416992
	Iteration 11Q: 3 clusters Score -1732811 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1733174.250000 Penalty: 3122.416992
	Iteration 12Q: 3 clusters Score -1733174 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1733333.500000 Penalty: 3122.416992
	Iteration 13Q: 3 clusters Score -1733334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1733387.125000 Penalty: 3122.416992
	Iteration 14Q: 3 clusters Score -1733387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1733416.375000 Penalty: 3122.416992
	Iteration 15Q: 3 clusters Score -1733416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1733435.625000 Penalty: 3122.416992
	Iteration 16Q: 3 clusters Score -1733436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1733451.875000 Penalty: 3122.416992
	Iteration 17Q: 3 clusters Score -1733452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1733464.250000 Penalty: 3122.416992
	Iteration 18Q: 3 clusters Score -1733464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1733473.125000 Penalty: 3122.416992
	Iteration 19Q: 3 clusters Score -1733473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1733477.875000 Penalty: 3122.416992
	Iteration 20F: 3 clusters Score -1733478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1733479.750000 Penalty: 3122.416992
	Iteration 21Q: 3 clusters Score -1733480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1733482.000000 Penalty: 3122.416992
	Iteration 22Q: 3 clusters Score -1733482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1733483.750000 Penalty: 3122.416992
	Iteration 23Q: 3 clusters Score -1733484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1733485.500000 Penalty: 3122.416992
	Iteration 24Q: 3 clusters Score -1733486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1733485.500000 Penalty: 3122.416992
	Iteration 25F: 3 clusters Score -1733486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Entering Unmasked Estep 
Score: -2087095.500000 Penalty: 1592.916260
	Iteration 0F: 2 clusters Score -2087096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2074837.500000 Penalty: 3185.832520
	Iteration 0F: 3 clusters Score -2074838 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2079169.250000 Penalty: 3185.832520
	Iteration 1F: 3 clusters Score -2079169 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2079497.625000 Penalty: 3185.832520
	Iteration 2Q: 3 clusters Score -2079498 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2079766.000000 Penalty: 3185.832520
	Iteration 3Q: 3 clusters Score -2079766 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2080071.750000 Penalty: 3185.832520
	Iteration 4Q: 3 clusters Score -2080072 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2080413.750000 Penalty: 3185.832520
	Iteration 5Q: 3 clusters Score -2080414 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2080753.875000 Penalty: 3185.832520
	Iteration 6Q: 3 clusters Score -2080754 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2081066.125000 Penalty: 3185.832520
	Iteration 7Q: 3 clusters Score -2081066 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2081382.125000 Penalty: 3185.832520
	Iteration 8Q: 3 clusters Score -2081382 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2081758.250000 Penalty: 3185.832520
	Iteration 9Q: 3 clusters Score -2081758 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2082199.250000 Penalty: 3185.832520
	Iteration 10Q: 3 clusters Score -2082199 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2082665.875000 Penalty: 3185.832520
	Iteration 11Q: 3 clusters Score -2082666 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2083094.750000 Penalty: 3185.832520
	Iteration 12Q: 3 clusters Score -2083095 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2083415.250000 Penalty: 3185.832520
	Iteration 13Q: 3 clusters Score -2083415 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2083599.000000 Penalty: 3185.832520
	Iteration 14Q: 3 clusters Score -2083599 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2083695.625000 Penalty: 3185.832520
	Iteration 15Q: 3 clusters Score -2083696 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2083748.250000 Penalty: 3185.832520
	Iteration 16Q: 3 clusters Score -2083748 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2083790.500000 Penalty: 3185.832520
	Iteration 17Q: 3 clusters Score -2083790 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2083822.125000 Penalty: 3185.832520
	Iteration 18Q: 3 clusters Score -2083822 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2083851.750000 Penalty: 3185.832520
	Iteration 19Q: 3 clusters Score -2083852 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2083891.250000 Penalty: 3185.832520
	Iteration 20F: 3 clusters Score -2083891 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2083932.375000 Penalty: 3185.832520
	Iteration 21Q: 3 clusters Score -2083932 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2083958.750000 Penalty: 3185.832520
	Iteration 22Q: 3 clusters Score -2083959 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2084000.500000 Penalty: 3185.832520
	Iteration 23Q: 3 clusters Score -2084000 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2084053.250000 Penalty: 3185.832520
	Iteration 24Q: 3 clusters Score -2084053 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2084116.875000 Penalty: 3185.832520
	Iteration 25Q: 3 clusters Score -2084117 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2084179.375000 Penalty: 3185.832520
	Iteration 26Q: 3 clusters Score -2084179 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2084249.000000 Penalty: 3185.832520
	Iteration 27Q: 3 clusters Score -2084249 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2084321.625000 Penalty: 3185.832520
	Iteration 28Q: 3 clusters Score -2084322 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2084377.875000 Penalty: 3185.832520
	Iteration 29Q: 3 clusters Score -2084378 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2084445.125000 Penalty: 3185.832520
	Iteration 30Q: 3 clusters Score -2084445 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2084514.750000 Penalty: 3185.832520
	Iteration 31Q: 3 clusters Score -2084515 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2084582.375000 Penalty: 3185.832520
	Iteration 32Q: 3 clusters Score -2084582 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2084675.375000 Penalty: 3185.832520
	Iteration 33Q: 3 clusters Score -2084675 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2084784.125000 Penalty: 3185.832520
	Iteration 34Q: 3 clusters Score -2084784 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2084889.250000 Penalty: 3185.832520
	Iteration 35Q: 3 clusters Score -2084889 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2084976.000000 Penalty: 3185.832520
	Iteration 36Q: 3 clusters Score -2084976 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2085066.625000 Penalty: 3185.832520
	Iteration 37Q: 3 clusters Score -2085067 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2085148.625000 Penalty: 3185.832520
	Iteration 38Q: 3 clusters Score -2085149 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2085215.125000 Penalty: 3185.832520
	Iteration 39Q: 3 clusters Score -2085215 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2085299.000000 Penalty: 3185.832520
	Iteration 40F: 3 clusters Score -2085299 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2085368.500000 Penalty: 3185.832520
	Iteration 41Q: 3 clusters Score -2085368 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2085427.125000 Penalty: 3185.832520
	Iteration 42Q: 3 clusters Score -2085427 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2085468.625000 Penalty: 3185.832520
	Iteration 43Q: 3 clusters Score -2085469 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2085518.250000 Penalty: 3185.832520
	Iteration 44Q: 3 clusters Score -2085518 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2085555.625000 Penalty: 3185.832520
	Iteration 45Q: 3 clusters Score -2085556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2085580.125000 Penalty: 3185.832520
	Iteration 46Q: 3 clusters Score -2085580 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2085599.250000 Penalty: 3185.832520
	Iteration 47Q: 3 clusters Score -2085599 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2085624.000000 Penalty: 3185.832520
	Iteration 48Q: 3 clusters Score -2085624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2085643.375000 Penalty: 3185.832520
	Iteration 49Q: 3 clusters Score -2085643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2085665.875000 Penalty: 3185.832520
	Iteration 50Q: 3 clusters Score -2085666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2085679.500000 Penalty: 3185.832520
	Iteration 51Q: 3 clusters Score -2085680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2085694.875000 Penalty: 3185.832520
	Iteration 52Q: 3 clusters Score -2085695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2085701.125000 Penalty: 3185.832520
	Iteration 53Q: 3 clusters Score -2085701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2085706.875000 Penalty: 3185.832520
	Iteration 54Q: 3 clusters Score -2085707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2085713.375000 Penalty: 3185.832520
	Iteration 55Q: 3 clusters Score -2085713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2085719.625000 Penalty: 3185.832520
	Iteration 56Q: 3 clusters Score -2085720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2085728.750000 Penalty: 3185.832520
	Iteration 57Q: 3 clusters Score -2085729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2085731.250000 Penalty: 3185.832520
	Iteration 58Q: 3 clusters Score -2085731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2085735.000000 Penalty: 3185.832520
	Iteration 59Q: 3 clusters Score -2085735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2085736.625000 Penalty: 3185.832520
	Iteration 60F: 3 clusters Score -2085737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2085736.750000 Penalty: 3185.832520
	Iteration 61Q: 3 clusters Score -2085737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2085737.750000 Penalty: 3185.832520
	Iteration 62Q: 3 clusters Score -2085738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2085737.750000 Penalty: 3185.832520
	Iteration 63Q: 3 clusters Score -2085738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2085736.375000 Penalty: 3185.832520
	Iteration 64Q: 3 clusters Score -2085736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2085735.875000 Penalty: 3185.832520
	Iteration 65Q: 3 clusters Score -2085736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2085738.750000 Penalty: 3185.832520
	Iteration 66Q: 3 clusters Score -2085739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2085738.375000 Penalty: 3185.832520
	Iteration 67Q: 3 clusters Score -2085738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2085738.375000 Penalty: 3185.832520
	Iteration 68F: 3 clusters Score -2085738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Entering Unmasked Estep 
Score: -1689294.250000 Penalty: 1565.265137
	Iteration 0F: 2 clusters Score -1689294 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 7634 members 
Entering Unmasked Estep 
Score: -1678772.375000 Penalty: 3130.530273
	Iteration 0F: 3 clusters Score -1678772 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1682453.250000 Penalty: 3130.530273
	Iteration 1F: 3 clusters Score -1682453 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1682718.250000 Penalty: 3130.530273
	Iteration 2Q: 3 clusters Score -1682718 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1682930.875000 Penalty: 3130.530273
	Iteration 3Q: 3 clusters Score -1682931 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1683144.250000 Penalty: 3130.530273
	Iteration 4Q: 3 clusters Score -1683144 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1683397.875000 Penalty: 3130.530273
	Iteration 5Q: 3 clusters Score -1683398 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1683737.500000 Penalty: 3130.530273
	Iteration 6Q: 3 clusters Score -1683738 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1684242.875000 Penalty: 3130.530273
	Iteration 7F: 3 clusters Score -1684243 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1685041.000000 Penalty: 3130.530273
	Iteration 8F: 3 clusters Score -1685041 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1686085.375000 Penalty: 3130.530273
	Iteration 9F: 3 clusters Score -1686085 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1687148.875000 Penalty: 3130.530273
	Iteration 10F: 3 clusters Score -1687149 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1687889.250000 Penalty: 3130.530273
	Iteration 11Q: 3 clusters Score -1687889 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1688193.500000 Penalty: 3130.530273
	Iteration 12Q: 3 clusters Score -1688194 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1688346.250000 Penalty: 3130.530273
	Iteration 13Q: 3 clusters Score -1688346 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1688423.500000 Penalty: 3130.530273
	Iteration 14Q: 3 clusters Score -1688424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1688465.250000 Penalty: 3130.530273
	Iteration 15Q: 3 clusters Score -1688465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1688489.375000 Penalty: 3130.530273
	Iteration 16Q: 3 clusters Score -1688489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1688505.375000 Penalty: 3130.530273
	Iteration 17Q: 3 clusters Score -1688505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1688513.750000 Penalty: 3130.530273
	Iteration 18Q: 3 clusters Score -1688514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1688517.125000 Penalty: 3130.530273
	Iteration 19Q: 3 clusters Score -1688517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1688519.875000 Penalty: 3130.530273
	Iteration 20F: 3 clusters Score -1688520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Entering Unmasked Estep 
Score: -9764433.000000 Penalty: 1843.426636
	Iteration 0F: 2 clusters Score -9764433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -9708500.000000 Penalty: 3686.853271
	Iteration 0F: 3 clusters Score -9708500 nChanged 40376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -9731411.000000 Penalty: 3686.853271
	Iteration 1F: 3 clusters Score -9731411 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -9731721.000000 Penalty: 3686.853271
	Iteration 2Q: 3 clusters Score -9731721 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -9732086.000000 Penalty: 3686.853271
	Iteration 3Q: 3 clusters Score -9732086 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -9732500.000000 Penalty: 3686.853271
	Iteration 4Q: 3 clusters Score -9732500 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -9732875.000000 Penalty: 3686.853271
	Iteration 5Q: 3 clusters Score -9732875 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -9733241.000000 Penalty: 3686.853271
	Iteration 6Q: 3 clusters Score -9733241 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -9733529.000000 Penalty: 3686.853271
	Iteration 7Q: 3 clusters Score -9733529 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -9733950.000000 Penalty: 3686.853271
	Iteration 8Q: 3 clusters Score -9733950 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -9734377.000000 Penalty: 3686.853271
	Iteration 9Q: 3 clusters Score -9734377 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -9735023.000000 Penalty: 3686.853271
	Iteration 10Q: 3 clusters Score -9735023 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -9735868.000000 Penalty: 3686.853271
	Iteration 11Q: 3 clusters Score -9735868 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -9737138.000000 Penalty: 3686.853271
	Iteration 12Q: 3 clusters Score -9737138 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -9739228.000000 Penalty: 3686.853271
	Iteration 13Q: 3 clusters Score -9739228 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -9742245.000000 Penalty: 3686.853271
	Iteration 14F: 3 clusters Score -9742245 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -9745804.000000 Penalty: 3686.853271
	Iteration 15F: 3 clusters Score -9745804 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
Score: -9748893.000000 Penalty: 3686.853271
	Iteration 16F: 3 clusters Score -9748893 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -9750728.000000 Penalty: 3686.853271
	Iteration 17Q: 3 clusters Score -9750728 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -9751763.000000 Penalty: 3686.853271
	Iteration 18Q: 3 clusters Score -9751763 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -9752561.000000 Penalty: 3686.853271
	Iteration 19Q: 3 clusters Score -9752561 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 66087 members 
Entering Unmasked Estep 
Score: -9753320.000000 Penalty: 3686.853271
	Iteration 20F: 3 clusters Score -9753320 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -9754184.000000 Penalty: 3686.853271
	Iteration 21Q: 3 clusters Score -9754184 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -9755038.000000 Penalty: 3686.853271
	Iteration 22Q: 3 clusters Score -9755038 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -9755970.000000 Penalty: 3686.853271
	Iteration 23Q: 3 clusters Score -9755970 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -9756849.000000 Penalty: 3686.853271
	Iteration 24Q: 3 clusters Score -9756849 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 75125 members 
Entering Unmasked Estep 
Score: -9757765.000000 Penalty: 3686.853271
	Iteration 25Q: 3 clusters Score -9757765 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -9758600.000000 Penalty: 3686.853271
	Iteration 26Q: 3 clusters Score -9758600 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -9759292.000000 Penalty: 3686.853271
	Iteration 27Q: 3 clusters Score -9759292 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 79311 members 
Entering Unmasked Estep 
Score: -9759989.000000 Penalty: 3686.853271
	Iteration 28Q: 3 clusters Score -9759989 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -9760591.000000 Penalty: 3686.853271
	Iteration 29Q: 3 clusters Score -9760591 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 81340 members 
Entering Unmasked Estep 
Score: -9761131.000000 Penalty: 3686.853271
	Iteration 30Q: 3 clusters Score -9761131 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -9761579.000000 Penalty: 3686.853271
	Iteration 31Q: 3 clusters Score -9761579 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 82719 members 
Entering Unmasked Estep 
Score: -9761926.000000 Penalty: 3686.853271
	Iteration 32Q: 3 clusters Score -9761926 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 83166 members 
Entering Unmasked Estep 
Score: -9762224.000000 Penalty: 3686.853271
	Iteration 33Q: 3 clusters Score -9762224 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 83436 members 
Entering Unmasked Estep 
Score: -9762393.000000 Penalty: 3686.853271
	Iteration 34Q: 3 clusters Score -9762393 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 83620 members 
Entering Unmasked Estep 
Score: -9762531.000000 Penalty: 3686.853271
	Iteration 35Q: 3 clusters Score -9762531 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -9762607.000000 Penalty: 3686.853271
	Iteration 36Q: 3 clusters Score -9762607 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -9762674.000000 Penalty: 3686.853271
	Iteration 37Q: 3 clusters Score -9762674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 83868 members 
Entering Unmasked Estep 
Score: -9762704.000000 Penalty: 3686.853271
	Iteration 38Q: 3 clusters Score -9762704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 83906 members 
Entering Unmasked Estep 
Score: -9762742.000000 Penalty: 3686.853271
	Iteration 39Q: 3 clusters Score -9762742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
Score: -9762760.000000 Penalty: 3686.853271
	Iteration 40F: 3 clusters Score -9762760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
Score: -9762769.000000 Penalty: 3686.853271
	Iteration 41Q: 3 clusters Score -9762769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -9762779.000000 Penalty: 3686.853271
	Iteration 42Q: 3 clusters Score -9762779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 83981 members 
Entering Unmasked Estep 
Score: -9762785.000000 Penalty: 3686.853271
	Iteration 43Q: 3 clusters Score -9762785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 83988 members 
Entering Unmasked Estep 
Score: -9762790.000000 Penalty: 3686.853271
	Iteration 44Q: 3 clusters Score -9762790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -9762794.000000 Penalty: 3686.853271
	Iteration 45Q: 3 clusters Score -9762794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 83999 members 
Entering Unmasked Estep 
Score: -9762797.000000 Penalty: 3686.853271
	Iteration 46Q: 3 clusters Score -9762797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -9762799.000000 Penalty: 3686.853271
	Iteration 47Q: 3 clusters Score -9762799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -9762791.000000 Penalty: 3686.853271
	Iteration 48Q: 3 clusters Score -9762791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 84013 members 
Entering Unmasked Estep 
Score: -9762795.000000 Penalty: 3686.853271
	Iteration 49Q: 3 clusters Score -9762795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 84018 members 
Entering Unmasked Estep 
Score: -9762797.000000 Penalty: 3686.853271
	Iteration 50Q: 3 clusters Score -9762797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 84024 members 
Entering Unmasked Estep 
Score: -9762802.000000 Penalty: 3686.853271
	Iteration 51Q: 3 clusters Score -9762802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 84029 members 
Entering Unmasked Estep 
Score: -9762800.000000 Penalty: 3686.853271
	Iteration 52Q: 3 clusters Score -9762800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 84034 members 
Entering Unmasked Estep 
Score: -9762813.000000 Penalty: 3686.853271
	Iteration 53Q: 3 clusters Score -9762813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 84040 members 
Entering Unmasked Estep 
Score: -9762809.000000 Penalty: 3686.853271
	Iteration 54Q: 3 clusters Score -9762809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 84048 members 
Entering Unmasked Estep 
Score: -9762811.000000 Penalty: 3686.853271
	Iteration 55Q: 3 clusters Score -9762811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 84054 members 
Entering Unmasked Estep 
Score: -9762819.000000 Penalty: 3686.853271
	Iteration 56Q: 3 clusters Score -9762819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 84059 members 
Entering Unmasked Estep 
Score: -9762821.000000 Penalty: 3686.853271
	Iteration 57Q: 3 clusters Score -9762821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 84064 members 
Entering Unmasked Estep 
Score: -9762832.000000 Penalty: 3686.853271
	Iteration 58Q: 3 clusters Score -9762832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 84069 members 
Entering Unmasked Estep 
Score: -9762840.000000 Penalty: 3686.853271
	Iteration 59Q: 3 clusters Score -9762840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -9762842.000000 Penalty: 3686.853271
	Iteration 60F: 3 clusters Score -9762842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
Score: -9762843.000000 Penalty: 3686.853271
	Iteration 61Q: 3 clusters Score -9762843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 84085 members 
Entering Unmasked Estep 
Score: -9762845.000000 Penalty: 3686.853271
	Iteration 62Q: 3 clusters Score -9762845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -9762844.000000 Penalty: 3686.853271
	Iteration 63Q: 3 clusters Score -9762844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 84085 members 
Entering Unmasked Estep 
Score: -9762848.000000 Penalty: 3686.853271
	Iteration 64Q: 3 clusters Score -9762848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -9762852.000000 Penalty: 3686.853271
	Iteration 65Q: 3 clusters Score -9762852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 84088 members 
Entering Unmasked Estep 
Score: -9762852.000000 Penalty: 3686.853271
	Iteration 66Q: 3 clusters Score -9762852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 84088 members 
Entering Unmasked Estep 
Score: -9762852.000000 Penalty: 3686.853271
	Iteration 67F: 3 clusters Score -9762852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -396558.906250 Penalty: 1335.026489
	Iteration 0F: 2 clusters Score -396558.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -393413.718750 Penalty: 2670.052979
	Iteration 0F: 3 clusters Score -393413.7 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -394383.875000 Penalty: 2670.052979
	Iteration 1F: 3 clusters Score -394383.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -394767.187500 Penalty: 2670.052979
	Iteration 2F: 3 clusters Score -394767.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -395130.156250 Penalty: 2670.052979
	Iteration 3F: 3 clusters Score -395130.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -395440.250000 Penalty: 2670.052979
	Iteration 4F: 3 clusters Score -395440.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -395716.937500 Penalty: 2670.052979
	Iteration 5F: 3 clusters Score -395716.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -395940.531250 Penalty: 2670.052979
	Iteration 6F: 3 clusters Score -395940.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -396080.125000 Penalty: 2670.052979
	Iteration 7Q: 3 clusters Score -396080.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -396177.656250 Penalty: 2670.052979
	Iteration 8Q: 3 clusters Score -396177.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -396251.531250 Penalty: 2670.052979
	Iteration 9Q: 3 clusters Score -396251.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -396308.187500 Penalty: 2670.052979
	Iteration 10Q: 3 clusters Score -396308.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -396349.906250 Penalty: 2670.052979
	Iteration 11Q: 3 clusters Score -396349.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -396386.718750 Penalty: 2670.052979
	Iteration 12Q: 3 clusters Score -396386.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -396406.625000 Penalty: 2670.052979
	Iteration 13Q: 3 clusters Score -396406.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -396419.125000 Penalty: 2670.052979
	Iteration 14Q: 3 clusters Score -396419.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -396424.281250 Penalty: 2670.052979
	Iteration 15Q: 3 clusters Score -396424.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -396428.593750 Penalty: 2670.052979
	Iteration 16Q: 3 clusters Score -396428.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -396433.500000 Penalty: 2670.052979
	Iteration 17Q: 3 clusters Score -396433.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -396438.937500 Penalty: 2670.052979
	Iteration 18Q: 3 clusters Score -396438.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -396441.468750 Penalty: 2670.052979
	Iteration 19Q: 3 clusters Score -396441.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -396442.656250 Penalty: 2670.052979
	Iteration 20F: 3 clusters Score -396442.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -396444.281250 Penalty: 2670.052979
	Iteration 21Q: 3 clusters Score -396444.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -396445.593750 Penalty: 2670.052979
	Iteration 22Q: 3 clusters Score -396445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -396445.968750 Penalty: 2670.052979
	Iteration 23Q: 3 clusters Score -396446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -396445.968750 Penalty: 2670.052979
	Iteration 24F: 3 clusters Score -396446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -99544.921875 Penalty: 1118.396118
	Iteration 0F: 2 clusters Score -99544.92 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 521 members 
Entering Unmasked Estep 
Score: -98208.203125 Penalty: 2236.792236
	Iteration 0F: 3 clusters Score -98208.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -98565.562500 Penalty: 2236.792236
	Iteration 1F: 3 clusters Score -98565.56 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -98712.570312 Penalty: 2236.792236
	Iteration 2F: 3 clusters Score -98712.57 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -98842.617188 Penalty: 2236.792236
	Iteration 3F: 3 clusters Score -98842.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -98903.460938 Penalty: 2236.792236
	Iteration 4Q: 3 clusters Score -98903.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98929.039062 Penalty: 2236.792236
	Iteration 5Q: 3 clusters Score -98929.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -98953.703125 Penalty: 2236.792236
	Iteration 6Q: 3 clusters Score -98953.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -98971.195312 Penalty: 2236.792236
	Iteration 7Q: 3 clusters Score -98971.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -98989.359375 Penalty: 2236.792236
	Iteration 8Q: 3 clusters Score -98989.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -99000.289062 Penalty: 2236.792236
	Iteration 9Q: 3 clusters Score -99000.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -99006.648438 Penalty: 2236.792236
	Iteration 10Q: 3 clusters Score -99006.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -99012.875000 Penalty: 2236.792236
	Iteration 11Q: 3 clusters Score -99012.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -99018.484375 Penalty: 2236.792236
	Iteration 12Q: 3 clusters Score -99018.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -99023.789062 Penalty: 2236.792236
	Iteration 13Q: 3 clusters Score -99023.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -99027.437500 Penalty: 2236.792236
	Iteration 14Q: 3 clusters Score -99027.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -99035.921875 Penalty: 2236.792236
	Iteration 15Q: 3 clusters Score -99035.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -99044.726562 Penalty: 2236.792236
	Iteration 16Q: 3 clusters Score -99044.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -99050.679688 Penalty: 2236.792236
	Iteration 17Q: 3 clusters Score -99050.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -99054.015625 Penalty: 2236.792236
	Iteration 18Q: 3 clusters Score -99054.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -99057.687500 Penalty: 2236.792236
	Iteration 19Q: 3 clusters Score -99057.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -99058.875000 Penalty: 2236.792236
	Iteration 20F: 3 clusters Score -99058.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -99059.281250 Penalty: 2236.792236
	Iteration 21Q: 3 clusters Score -99059.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -99059.281250 Penalty: 2236.792236
	Iteration 22F: 3 clusters Score -99059.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Entering Unmasked Estep 
Score: -5407967.500000 Penalty: 1748.670166
	Iteration 0F: 2 clusters Score -5407968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -5376336.500000 Penalty: 3497.340332
	Iteration 0F: 3 clusters Score -5376336 nChanged 22095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -5389233.500000 Penalty: 3497.340332
	Iteration 1F: 3 clusters Score -5389234 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -5390110.500000 Penalty: 3497.340332
	Iteration 2Q: 3 clusters Score -5390110 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -5391386.500000 Penalty: 3497.340332
	Iteration 3F: 3 clusters Score -5391386 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -5393292.500000 Penalty: 3497.340332
	Iteration 4F: 3 clusters Score -5393292 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -5395982.500000 Penalty: 3497.340332
	Iteration 5F: 3 clusters Score -5395982 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -5399276.000000 Penalty: 3497.340332
	Iteration 6F: 3 clusters Score -5399276 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -5402444.500000 Penalty: 3497.340332
	Iteration 7F: 3 clusters Score -5402444 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5404584.500000 Penalty: 3497.340332
	Iteration 8Q: 3 clusters Score -5404584 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5405609.000000 Penalty: 3497.340332
	Iteration 9Q: 3 clusters Score -5405609 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5406063.000000 Penalty: 3497.340332
	Iteration 10Q: 3 clusters Score -5406063 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5406280.500000 Penalty: 3497.340332
	Iteration 11Q: 3 clusters Score -5406280 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5406359.000000 Penalty: 3497.340332
	Iteration 12Q: 3 clusters Score -5406359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5406389.000000 Penalty: 3497.340332
	Iteration 13Q: 3 clusters Score -5406389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5406421.000000 Penalty: 3497.340332
	Iteration 14Q: 3 clusters Score -5406421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5406441.000000 Penalty: 3497.340332
	Iteration 15Q: 3 clusters Score -5406441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5406456.500000 Penalty: 3497.340332
	Iteration 16Q: 3 clusters Score -5406456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5406460.000000 Penalty: 3497.340332
	Iteration 17Q: 3 clusters Score -5406460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5406466.000000 Penalty: 3497.340332
	Iteration 18Q: 3 clusters Score -5406466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5406471.000000 Penalty: 3497.340332
	Iteration 19Q: 3 clusters Score -5406471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5406473.000000 Penalty: 3497.340332
	Iteration 20F: 3 clusters Score -5406473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5406478.500000 Penalty: 3497.340332
	Iteration 21Q: 3 clusters Score -5406478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5406484.000000 Penalty: 3497.340332
	Iteration 22Q: 3 clusters Score -5406484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5406484.500000 Penalty: 3497.340332
	Iteration 23Q: 3 clusters Score -5406484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5406485.500000 Penalty: 3497.340332
	Iteration 24Q: 3 clusters Score -5406486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5406490.000000 Penalty: 3497.340332
	Iteration 25Q: 3 clusters Score -5406490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5406488.000000 Penalty: 3497.340332
	Iteration 26Q: 3 clusters Score -5406488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5406493.000000 Penalty: 3497.340332
	Iteration 27Q: 3 clusters Score -5406493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5406491.000000 Penalty: 3497.340332
	Iteration 28Q: 3 clusters Score -5406491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5406491.000000 Penalty: 3497.340332
	Iteration 29F: 3 clusters Score -5406491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -42183.625000 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -42183.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41255.890625 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -41255.89 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41523.937500 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -41523.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41626.007812 Penalty: 1971.485229
	Iteration 2F: 3 clusters Score -41626.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41706.710938 Penalty: 1971.485229
	Iteration 3F: 3 clusters Score -41706.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41737.582031 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -41737.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41788.382812 Penalty: 1971.485229
	Iteration 5Q: 3 clusters Score -41788.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41882.039062 Penalty: 1971.485229
	Iteration 6Q: 3 clusters Score -41882.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41952.031250 Penalty: 1971.485229
	Iteration 7Q: 3 clusters Score -41952.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42035.906250 Penalty: 1971.485229
	Iteration 8Q: 3 clusters Score -42035.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42053.238281 Penalty: 1971.485229
	Iteration 9Q: 3 clusters Score -42053.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42061.039062 Penalty: 1971.485229
	Iteration 10Q: 3 clusters Score -42061.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42079.730469 Penalty: 1971.485229
	Iteration 11Q: 3 clusters Score -42079.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42081.761719 Penalty: 1971.485229
	Iteration 12Q: 3 clusters Score -42081.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42087.050781 Penalty: 1971.485229
	Iteration 13F: 3 clusters Score -42087.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42098.824219 Penalty: 1971.485229
	Iteration 14Q: 3 clusters Score -42098.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42140.386719 Penalty: 1971.485229
	Iteration 15Q: 3 clusters Score -42140.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42180.480469 Penalty: 1971.485229
	Iteration 16Q: 3 clusters Score -42180.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42208.484375 Penalty: 1971.485229
	Iteration 17Q: 3 clusters Score -42208.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42212.363281 Penalty: 1971.485229
	Iteration 18Q: 3 clusters Score -42212.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42212.363281 Penalty: 1971.485229
	Iteration 19F: 3 clusters Score -42212.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14875 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15251 members 
Mstep: Class 8 contains 84471 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47148 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 6035 members 
Mstep: Class 14 contains 145000 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4081 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7883 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145568 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5449 members 
Mstep: Class 24 contains 3808 members 
Mstep: Class 25 contains 12221 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 69932 members 
Mstep: Class 28 contains 75526 members 
Mstep: Class 29 contains 152393 members 
Mstep: Class 30 contains 206 members 
Entering Unmasked Estep 
Score: -102079464.000000 Penalty: 66894.945312
Splitting cluster 12 changes total score from -102080736.000000 to -102079464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (6035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Entering Unmasked Estep 
Score: -697331.062500 Penalty: 1414.616211
	Iteration 0F: 2 clusters Score -697331.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -692689.937500 Penalty: 2829.232422
	Iteration 0F: 3 clusters Score -692689.9 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -694014.875000 Penalty: 2829.232422
	Iteration 1F: 3 clusters Score -694014.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -694216.750000 Penalty: 2829.232422
	Iteration 2F: 3 clusters Score -694216.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -694427.625000 Penalty: 2829.232422
	Iteration 3F: 3 clusters Score -694427.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -694686.125000 Penalty: 2829.232422
	Iteration 4F: 3 clusters Score -694686.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -694974.625000 Penalty: 2829.232422
	Iteration 5F: 3 clusters Score -694974.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -695254.000000 Penalty: 2829.232422
	Iteration 6F: 3 clusters Score -695254 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -695473.812500 Penalty: 2829.232422
	Iteration 7F: 3 clusters Score -695473.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -695709.812500 Penalty: 2829.232422
	Iteration 8Q: 3 clusters Score -695709.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -695920.875000 Penalty: 2829.232422
	Iteration 9Q: 3 clusters Score -695920.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -696093.000000 Penalty: 2829.232422
	Iteration 10Q: 3 clusters Score -696093 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -696209.125000 Penalty: 2829.232422
	Iteration 11Q: 3 clusters Score -696209.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -696286.875000 Penalty: 2829.232422
	Iteration 12Q: 3 clusters Score -696286.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -696355.187500 Penalty: 2829.232422
	Iteration 13Q: 3 clusters Score -696355.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -696417.437500 Penalty: 2829.232422
	Iteration 14Q: 3 clusters Score -696417.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -696460.312500 Penalty: 2829.232422
	Iteration 15Q: 3 clusters Score -696460.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -696485.875000 Penalty: 2829.232422
	Iteration 16Q: 3 clusters Score -696485.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -696495.750000 Penalty: 2829.232422
	Iteration 17Q: 3 clusters Score -696495.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -696499.187500 Penalty: 2829.232422
	Iteration 18Q: 3 clusters Score -696499.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -696504.500000 Penalty: 2829.232422
	Iteration 19Q: 3 clusters Score -696504.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -696506.625000 Penalty: 2829.232422
	Iteration 20F: 3 clusters Score -696506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -696506.625000 Penalty: 2829.232422
	Iteration 21Q: 3 clusters Score -696506.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -696508.062500 Penalty: 2829.232422
	Iteration 22Q: 3 clusters Score -696508.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -696509.187500 Penalty: 2829.232422
	Iteration 23Q: 3 clusters Score -696509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -696509.500000 Penalty: 2829.232422
	Iteration 24Q: 3 clusters Score -696509.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -696508.625000 Penalty: 2829.232422
	Iteration 25Q: 3 clusters Score -696508.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -696508.125000 Penalty: 2829.232422
	Iteration 26Q: 3 clusters Score -696508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -696508.875000 Penalty: 2829.232422
	Iteration 27Q: 3 clusters Score -696508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -696510.437500 Penalty: 2829.232422
	Iteration 28Q: 3 clusters Score -696510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -696510.437500 Penalty: 2829.232422
	Iteration 29F: 3 clusters Score -696510.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (145000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145000 members 
Entering Unmasked Estep 
Score: -16392271.000000 Penalty: 1931.229492
	Iteration 0F: 2 clusters Score -1.639227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72562 members 
Mstep: Class 2 contains 72438 members 
Entering Unmasked Estep 
Score: -16296131.000000 Penalty: 3862.458984
	Iteration 0F: 3 clusters Score -1.629613e+07 nChanged 69711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -16336799.000000 Penalty: 3862.458984
	Iteration 1F: 3 clusters Score -1.63368e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76305 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -16337797.000000 Penalty: 3862.458984
	Iteration 2Q: 3 clusters Score -1.63378e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -16339347.000000 Penalty: 3862.458984
	Iteration 3Q: 3 clusters Score -1.633935e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -16341682.000000 Penalty: 3862.458984
	Iteration 4Q: 3 clusters Score -1.634168e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87598 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -16345581.000000 Penalty: 3862.458984
	Iteration 5F: 3 clusters Score -1.634558e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95210 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -16351917.000000 Penalty: 3862.458984
	Iteration 6F: 3 clusters Score -1.635192e+07 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104404 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -16360399.000000 Penalty: 3862.458984
	Iteration 7F: 3 clusters Score -1.63604e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113581 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -16369790.000000 Penalty: 3862.458984
	Iteration 8F: 3 clusters Score -1.636979e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120763 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -16377347.000000 Penalty: 3862.458984
	Iteration 9F: 3 clusters Score -1.637735e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125300 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -16381646.000000 Penalty: 3862.458984
	Iteration 10Q: 3 clusters Score -1.638165e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128316 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -16384162.000000 Penalty: 3862.458984
	Iteration 11Q: 3 clusters Score -1.638416e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130655 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -16385615.000000 Penalty: 3862.458984
	Iteration 12Q: 3 clusters Score -1.638562e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132602 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -16386649.000000 Penalty: 3862.458984
	Iteration 13Q: 3 clusters Score -1.638665e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134240 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -16387360.000000 Penalty: 3862.458984
	Iteration 14Q: 3 clusters Score -1.638736e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135663 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -16388008.000000 Penalty: 3862.458984
	Iteration 15Q: 3 clusters Score -1.638801e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137000 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -16388565.000000 Penalty: 3862.458984
	Iteration 16Q: 3 clusters Score -1.638856e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138214 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -16389122.000000 Penalty: 3862.458984
	Iteration 17Q: 3 clusters Score -1.638912e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139280 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -16389625.000000 Penalty: 3862.458984
	Iteration 18Q: 3 clusters Score -1.638962e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140196 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -16390038.000000 Penalty: 3862.458984
	Iteration 19Q: 3 clusters Score -1.639004e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140973 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -16390435.000000 Penalty: 3862.458984
	Iteration 20F: 3 clusters Score -1.639044e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141627 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -16390701.000000 Penalty: 3862.458984
	Iteration 21Q: 3 clusters Score -1.63907e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142100 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -16390861.000000 Penalty: 3862.458984
	Iteration 22Q: 3 clusters Score -1.639086e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142466 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -16391025.000000 Penalty: 3862.458984
	Iteration 23Q: 3 clusters Score -1.639102e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142744 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -16391048.000000 Penalty: 3862.458984
	Iteration 24Q: 3 clusters Score -1.639105e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142965 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -16391107.000000 Penalty: 3862.458984
	Iteration 25Q: 3 clusters Score -1.639111e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143140 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -16391164.000000 Penalty: 3862.458984
	Iteration 26Q: 3 clusters Score -1.639116e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143263 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -16391233.000000 Penalty: 3862.458984
	Iteration 27Q: 3 clusters Score -1.639123e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143358 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -16391223.000000 Penalty: 3862.458984
	Iteration 28Q: 3 clusters Score -1.639122e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143435 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -16391235.000000 Penalty: 3862.458984
	Iteration 29Q: 3 clusters Score -1.639124e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143493 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -16391277.000000 Penalty: 3862.458984
	Iteration 30Q: 3 clusters Score -1.639128e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143546 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -16391318.000000 Penalty: 3862.458984
	Iteration 31Q: 3 clusters Score -1.639132e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143581 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -16391311.000000 Penalty: 3862.458984
	Iteration 32Q: 3 clusters Score -1.639131e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143609 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -16391331.000000 Penalty: 3862.458984
	Iteration 33Q: 3 clusters Score -1.639133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143631 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -16391316.000000 Penalty: 3862.458984
	Iteration 34Q: 3 clusters Score -1.639132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143647 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -16391338.000000 Penalty: 3862.458984
	Iteration 35Q: 3 clusters Score -1.639134e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143660 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -16391322.000000 Penalty: 3862.458984
	Iteration 36Q: 3 clusters Score -1.639132e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143677 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -16391324.000000 Penalty: 3862.458984
	Iteration 37Q: 3 clusters Score -1.639132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143686 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -16391332.000000 Penalty: 3862.458984
	Iteration 38Q: 3 clusters Score -1.639133e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143698 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -16391314.000000 Penalty: 3862.458984
	Iteration 39Q: 3 clusters Score -1.639131e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143707 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -16391309.000000 Penalty: 3862.458984
	Iteration 40F: 3 clusters Score -1.639131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143710 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -16391322.000000 Penalty: 3862.458984
	Iteration 41Q: 3 clusters Score -1.639132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143715 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -16391324.000000 Penalty: 3862.458984
	Iteration 42Q: 3 clusters Score -1.639132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143721 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -16391326.000000 Penalty: 3862.458984
	Iteration 43Q: 3 clusters Score -1.639133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143727 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -16391322.000000 Penalty: 3862.458984
	Iteration 44Q: 3 clusters Score -1.639132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143734 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -16391329.000000 Penalty: 3862.458984
	Iteration 45Q: 3 clusters Score -1.639133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143738 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -16391322.000000 Penalty: 3862.458984
	Iteration 46Q: 3 clusters Score -1.639132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143742 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -16391316.000000 Penalty: 3862.458984
	Iteration 47Q: 3 clusters Score -1.639132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143748 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -16391317.000000 Penalty: 3862.458984
	Iteration 48Q: 3 clusters Score -1.639132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143751 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -16391320.000000 Penalty: 3862.458984
	Iteration 49Q: 3 clusters Score -1.639132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143752 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -16391321.000000 Penalty: 3862.458984
	Iteration 50Q: 3 clusters Score -1.639132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143753 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -16391321.000000 Penalty: 3862.458984
	Iteration 51Q: 3 clusters Score -1.639132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143753 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -16391305.000000 Penalty: 3862.458984
	Iteration 52Q: 3 clusters Score -1.63913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143753 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -16391309.000000 Penalty: 3862.458984
	Iteration 53Q: 3 clusters Score -1.639131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143752 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -16391310.000000 Penalty: 3862.458984
	Iteration 54Q: 3 clusters Score -1.639131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143749 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -16391308.000000 Penalty: 3862.458984
	Iteration 55Q: 3 clusters Score -1.639131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143747 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -16391320.000000 Penalty: 3862.458984
	Iteration 56Q: 3 clusters Score -1.639132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143747 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -16391320.000000 Penalty: 3862.458984
	Iteration 57F: 3 clusters Score -1.639132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -431173.531250 Penalty: 1337.901001
	Iteration 0F: 2 clusters Score -431173.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -427985.781250 Penalty: 2675.802002
	Iteration 0F: 3 clusters Score -427985.8 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -428799.156250 Penalty: 2675.802002
	Iteration 1F: 3 clusters Score -428799.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -428960.718750 Penalty: 2675.802002
	Iteration 2F: 3 clusters Score -428960.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -429059.406250 Penalty: 2675.802002
	Iteration 3Q: 3 clusters Score -429059.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -429133.625000 Penalty: 2675.802002
	Iteration 4Q: 3 clusters Score -429133.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -429190.343750 Penalty: 2675.802002
	Iteration 5Q: 3 clusters Score -429190.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -429239.593750 Penalty: 2675.802002
	Iteration 6Q: 3 clusters Score -429239.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -429289.718750 Penalty: 2675.802002
	Iteration 7Q: 3 clusters Score -429289.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -429328.468750 Penalty: 2675.802002
	Iteration 8Q: 3 clusters Score -429328.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -429367.187500 Penalty: 2675.802002
	Iteration 9Q: 3 clusters Score -429367.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -429400.593750 Penalty: 2675.802002
	Iteration 10Q: 3 clusters Score -429400.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -429444.750000 Penalty: 2675.802002
	Iteration 11Q: 3 clusters Score -429444.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -429491.406250 Penalty: 2675.802002
	Iteration 12Q: 3 clusters Score -429491.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -429529.437500 Penalty: 2675.802002
	Iteration 13Q: 3 clusters Score -429529.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -429575.750000 Penalty: 2675.802002
	Iteration 14Q: 3 clusters Score -429575.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -429620.750000 Penalty: 2675.802002
	Iteration 15Q: 3 clusters Score -429620.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -429664.375000 Penalty: 2675.802002
	Iteration 16Q: 3 clusters Score -429664.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -429704.843750 Penalty: 2675.802002
	Iteration 17Q: 3 clusters Score -429704.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -429743.281250 Penalty: 2675.802002
	Iteration 18Q: 3 clusters Score -429743.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -429779.343750 Penalty: 2675.802002
	Iteration 19Q: 3 clusters Score -429779.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -429813.375000 Penalty: 2675.802002
	Iteration 20F: 3 clusters Score -429813.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -429861.250000 Penalty: 2675.802002
	Iteration 21Q: 3 clusters Score -429861.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -429914.156250 Penalty: 2675.802002
	Iteration 22Q: 3 clusters Score -429914.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -429946.031250 Penalty: 2675.802002
	Iteration 23Q: 3 clusters Score -429946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -429981.250000 Penalty: 2675.802002
	Iteration 24Q: 3 clusters Score -429981.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -430011.843750 Penalty: 2675.802002
	Iteration 25Q: 3 clusters Score -430011.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -430039.968750 Penalty: 2675.802002
	Iteration 26Q: 3 clusters Score -430040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -430057.031250 Penalty: 2675.802002
	Iteration 27Q: 3 clusters Score -430057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -430064.968750 Penalty: 2675.802002
	Iteration 28Q: 3 clusters Score -430065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -430072.937500 Penalty: 2675.802002
	Iteration 29Q: 3 clusters Score -430072.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -430078.187500 Penalty: 2675.802002
	Iteration 30Q: 3 clusters Score -430078.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -430081.312500 Penalty: 2675.802002
	Iteration 31Q: 3 clusters Score -430081.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -430084.656250 Penalty: 2675.802002
	Iteration 32Q: 3 clusters Score -430084.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -430090.312500 Penalty: 2675.802002
	Iteration 33Q: 3 clusters Score -430090.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -430095.843750 Penalty: 2675.802002
	Iteration 34Q: 3 clusters Score -430095.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -430100.625000 Penalty: 2675.802002
	Iteration 35Q: 3 clusters Score -430100.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -430106.906250 Penalty: 2675.802002
	Iteration 36Q: 3 clusters Score -430106.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -430113.375000 Penalty: 2675.802002
	Iteration 37Q: 3 clusters Score -430113.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -430124.968750 Penalty: 2675.802002
	Iteration 38Q: 3 clusters Score -430125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -430139.468750 Penalty: 2675.802002
	Iteration 39Q: 3 clusters Score -430139.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -430151.125000 Penalty: 2675.802002
	Iteration 40F: 3 clusters Score -430151.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -430164.218750 Penalty: 2675.802002
	Iteration 41Q: 3 clusters Score -430164.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -430174.218750 Penalty: 2675.802002
	Iteration 42Q: 3 clusters Score -430174.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -430182.625000 Penalty: 2675.802002
	Iteration 43Q: 3 clusters Score -430182.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -430187.750000 Penalty: 2675.802002
	Iteration 44Q: 3 clusters Score -430187.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -430193.593750 Penalty: 2675.802002
	Iteration 45Q: 3 clusters Score -430193.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -430198.656250 Penalty: 2675.802002
	Iteration 46Q: 3 clusters Score -430198.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -430199.906250 Penalty: 2675.802002
	Iteration 47Q: 3 clusters Score -430199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -430200.968750 Penalty: 2675.802002
	Iteration 48Q: 3 clusters Score -430201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -430201.000000 Penalty: 2675.802002
	Iteration 49Q: 3 clusters Score -430201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -430201.000000 Penalty: 2675.802002
	Iteration 50F: 3 clusters Score -430201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -483995.718750 Penalty: 1351.040771
	Iteration 0F: 2 clusters Score -483995.7 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 1991 members 
Entering Unmasked Estep 
Score: -480613.687500 Penalty: 2702.081543
	Iteration 0F: 3 clusters Score -480613.7 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -481476.968750 Penalty: 2702.081543
	Iteration 1F: 3 clusters Score -481477 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -481658.906250 Penalty: 2702.081543
	Iteration 2F: 3 clusters Score -481658.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -481763.906250 Penalty: 2702.081543
	Iteration 3F: 3 clusters Score -481763.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -481821.343750 Penalty: 2702.081543
	Iteration 4Q: 3 clusters Score -481821.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -481866.218750 Penalty: 2702.081543
	Iteration 5Q: 3 clusters Score -481866.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -481904.468750 Penalty: 2702.081543
	Iteration 6Q: 3 clusters Score -481904.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -481943.406250 Penalty: 2702.081543
	Iteration 7Q: 3 clusters Score -481943.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -481992.000000 Penalty: 2702.081543
	Iteration 8Q: 3 clusters Score -481992 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -482040.031250 Penalty: 2702.081543
	Iteration 9Q: 3 clusters Score -482040 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -482094.062500 Penalty: 2702.081543
	Iteration 10Q: 3 clusters Score -482094.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -482144.218750 Penalty: 2702.081543
	Iteration 11Q: 3 clusters Score -482144.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -482196.031250 Penalty: 2702.081543
	Iteration 12Q: 3 clusters Score -482196 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -482256.468750 Penalty: 2702.081543
	Iteration 13Q: 3 clusters Score -482256.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -482322.781250 Penalty: 2702.081543
	Iteration 14Q: 3 clusters Score -482322.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -482390.656250 Penalty: 2702.081543
	Iteration 15Q: 3 clusters Score -482390.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -482455.031250 Penalty: 2702.081543
	Iteration 16Q: 3 clusters Score -482455 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -482504.437500 Penalty: 2702.081543
	Iteration 17Q: 3 clusters Score -482504.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -482552.781250 Penalty: 2702.081543
	Iteration 18Q: 3 clusters Score -482552.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -482595.125000 Penalty: 2702.081543
	Iteration 19Q: 3 clusters Score -482595.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -482631.500000 Penalty: 2702.081543
	Iteration 20F: 3 clusters Score -482631.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -482671.656250 Penalty: 2702.081543
	Iteration 21Q: 3 clusters Score -482671.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -482704.812500 Penalty: 2702.081543
	Iteration 22Q: 3 clusters Score -482704.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -482725.312500 Penalty: 2702.081543
	Iteration 23Q: 3 clusters Score -482725.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -482751.562500 Penalty: 2702.081543
	Iteration 24Q: 3 clusters Score -482751.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -482766.000000 Penalty: 2702.081543
	Iteration 25Q: 3 clusters Score -482766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -482773.406250 Penalty: 2702.081543
	Iteration 26Q: 3 clusters Score -482773.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -482780.031250 Penalty: 2702.081543
	Iteration 27Q: 3 clusters Score -482780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -482780.468750 Penalty: 2702.081543
	Iteration 28Q: 3 clusters Score -482780.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -482782.093750 Penalty: 2702.081543
	Iteration 29Q: 3 clusters Score -482782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -482782.531250 Penalty: 2702.081543
	Iteration 30Q: 3 clusters Score -482782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -482782.531250 Penalty: 2702.081543
	Iteration 31F: 3 clusters Score -482782.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Entering Unmasked Estep 
Score: -858670.500000 Penalty: 1445.473022
	Iteration 0F: 2 clusters Score -858670.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -853216.562500 Penalty: 2890.946045
	Iteration 0F: 3 clusters Score -853216.6 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -854794.812500 Penalty: 2890.946045
	Iteration 1F: 3 clusters Score -854794.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -854985.750000 Penalty: 2890.946045
	Iteration 2F: 3 clusters Score -854985.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -855116.687500 Penalty: 2890.946045
	Iteration 3Q: 3 clusters Score -855116.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -855217.812500 Penalty: 2890.946045
	Iteration 4Q: 3 clusters Score -855217.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -855301.250000 Penalty: 2890.946045
	Iteration 5Q: 3 clusters Score -855301.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -855377.625000 Penalty: 2890.946045
	Iteration 6Q: 3 clusters Score -855377.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -855440.750000 Penalty: 2890.946045
	Iteration 7Q: 3 clusters Score -855440.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -855492.875000 Penalty: 2890.946045
	Iteration 8Q: 3 clusters Score -855492.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -855545.500000 Penalty: 2890.946045
	Iteration 9Q: 3 clusters Score -855545.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -855599.375000 Penalty: 2890.946045
	Iteration 10Q: 3 clusters Score -855599.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -855653.062500 Penalty: 2890.946045
	Iteration 11Q: 3 clusters Score -855653.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -855722.375000 Penalty: 2890.946045
	Iteration 12Q: 3 clusters Score -855722.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -855809.687500 Penalty: 2890.946045
	Iteration 13Q: 3 clusters Score -855809.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -855908.312500 Penalty: 2890.946045
	Iteration 14Q: 3 clusters Score -855908.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -856029.562500 Penalty: 2890.946045
	Iteration 15Q: 3 clusters Score -856029.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -856188.750000 Penalty: 2890.946045
	Iteration 16Q: 3 clusters Score -856188.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -856362.062500 Penalty: 2890.946045
	Iteration 17Q: 3 clusters Score -856362.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -856558.687500 Penalty: 2890.946045
	Iteration 18Q: 3 clusters Score -856558.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -856749.187500 Penalty: 2890.946045
	Iteration 19Q: 3 clusters Score -856749.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -856934.437500 Penalty: 2890.946045
	Iteration 20F: 3 clusters Score -856934.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -857065.125000 Penalty: 2890.946045
	Iteration 21Q: 3 clusters Score -857065.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -857166.937500 Penalty: 2890.946045
	Iteration 22Q: 3 clusters Score -857166.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -857241.125000 Penalty: 2890.946045
	Iteration 23Q: 3 clusters Score -857241.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -857299.187500 Penalty: 2890.946045
	Iteration 24Q: 3 clusters Score -857299.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -857331.000000 Penalty: 2890.946045
	Iteration 25Q: 3 clusters Score -857331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -857341.125000 Penalty: 2890.946045
	Iteration 26Q: 3 clusters Score -857341.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -857354.187500 Penalty: 2890.946045
	Iteration 27Q: 3 clusters Score -857354.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -857372.437500 Penalty: 2890.946045
	Iteration 28Q: 3 clusters Score -857372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -857378.625000 Penalty: 2890.946045
	Iteration 29Q: 3 clusters Score -857378.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -857389.562500 Penalty: 2890.946045
	Iteration 30Q: 3 clusters Score -857389.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -857394.562500 Penalty: 2890.946045
	Iteration 31Q: 3 clusters Score -857394.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -857412.875000 Penalty: 2890.946045
	Iteration 32Q: 3 clusters Score -857412.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -857424.250000 Penalty: 2890.946045
	Iteration 33Q: 3 clusters Score -857424.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -857434.125000 Penalty: 2890.946045
	Iteration 34Q: 3 clusters Score -857434.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -857440.250000 Penalty: 2890.946045
	Iteration 35Q: 3 clusters Score -857440.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -857446.812500 Penalty: 2890.946045
	Iteration 36Q: 3 clusters Score -857446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -857448.625000 Penalty: 2890.946045
	Iteration 37Q: 3 clusters Score -857448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -857451.375000 Penalty: 2890.946045
	Iteration 38Q: 3 clusters Score -857451.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -857451.812500 Penalty: 2890.946045
	Iteration 39Q: 3 clusters Score -857451.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -857451.812500 Penalty: 2890.946045
	Iteration 40F: 3 clusters Score -857451.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Entering Unmasked Estep 
Score: -1196355.625000 Penalty: 1504.438354
	Iteration 0F: 2 clusters Score -1196356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1188912.500000 Penalty: 3008.876709
	Iteration 0F: 3 clusters Score -1188912 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1191346.000000 Penalty: 3008.876709
	Iteration 1F: 3 clusters Score -1191346 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1191582.250000 Penalty: 3008.876709
	Iteration 2F: 3 clusters Score -1191582 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1191776.125000 Penalty: 3008.876709
	Iteration 3Q: 3 clusters Score -1191776 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1191906.500000 Penalty: 3008.876709
	Iteration 4Q: 3 clusters Score -1191906 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1192009.875000 Penalty: 3008.876709
	Iteration 5Q: 3 clusters Score -1192010 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1192107.500000 Penalty: 3008.876709
	Iteration 6Q: 3 clusters Score -1192108 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1192241.125000 Penalty: 3008.876709
	Iteration 7Q: 3 clusters Score -1192241 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1192423.500000 Penalty: 3008.876709
	Iteration 8Q: 3 clusters Score -1192424 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1192647.375000 Penalty: 3008.876709
	Iteration 9Q: 3 clusters Score -1192647 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1192924.625000 Penalty: 3008.876709
	Iteration 10Q: 3 clusters Score -1192925 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1193243.625000 Penalty: 3008.876709
	Iteration 11Q: 3 clusters Score -1193244 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1193635.250000 Penalty: 3008.876709
	Iteration 12Q: 3 clusters Score -1193635 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1194063.625000 Penalty: 3008.876709
	Iteration 13Q: 3 clusters Score -1194064 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1194460.750000 Penalty: 3008.876709
	Iteration 14Q: 3 clusters Score -1194461 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1194715.000000 Penalty: 3008.876709
	Iteration 15Q: 3 clusters Score -1194715 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1194864.625000 Penalty: 3008.876709
	Iteration 16Q: 3 clusters Score -1194865 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1194961.625000 Penalty: 3008.876709
	Iteration 17Q: 3 clusters Score -1194962 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1195035.750000 Penalty: 3008.876709
	Iteration 18Q: 3 clusters Score -1195036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1195079.875000 Penalty: 3008.876709
	Iteration 19Q: 3 clusters Score -1195080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1195119.375000 Penalty: 3008.876709
	Iteration 20F: 3 clusters Score -1195119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1195138.625000 Penalty: 3008.876709
	Iteration 21Q: 3 clusters Score -1195139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1195153.125000 Penalty: 3008.876709
	Iteration 22Q: 3 clusters Score -1195153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1195160.875000 Penalty: 3008.876709
	Iteration 23Q: 3 clusters Score -1195161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1195172.875000 Penalty: 3008.876709
	Iteration 24Q: 3 clusters Score -1195173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1195176.000000 Penalty: 3008.876709
	Iteration 25Q: 3 clusters Score -1195176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1195178.500000 Penalty: 3008.876709
	Iteration 26Q: 3 clusters Score -1195178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1195184.125000 Penalty: 3008.876709
	Iteration 27Q: 3 clusters Score -1195184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1195192.750000 Penalty: 3008.876709
	Iteration 28Q: 3 clusters Score -1195193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1195197.625000 Penalty: 3008.876709
	Iteration 29Q: 3 clusters Score -1195198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1195200.250000 Penalty: 3008.876709
	Iteration 30Q: 3 clusters Score -1195200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1195203.250000 Penalty: 3008.876709
	Iteration 31Q: 3 clusters Score -1195203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1195205.625000 Penalty: 3008.876709
	Iteration 32Q: 3 clusters Score -1195206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1195203.875000 Penalty: 3008.876709
	Iteration 33Q: 3 clusters Score -1195204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1195203.875000 Penalty: 3008.876709
	Iteration 34F: 3 clusters Score -1195204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Entering Unmasked Estep 
Score: -928922.562500 Penalty: 1458.025391
	Iteration 0F: 2 clusters Score -928922.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -923183.312500 Penalty: 2916.050781
	Iteration 0F: 3 clusters Score -923183.3 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -924832.812500 Penalty: 2916.050781
	Iteration 1F: 3 clusters Score -924832.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -925003.062500 Penalty: 2916.050781
	Iteration 2F: 3 clusters Score -925003.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -925111.937500 Penalty: 2916.050781
	Iteration 3Q: 3 clusters Score -925111.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -925201.187500 Penalty: 2916.050781
	Iteration 4Q: 3 clusters Score -925201.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -925270.125000 Penalty: 2916.050781
	Iteration 5Q: 3 clusters Score -925270.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -925324.312500 Penalty: 2916.050781
	Iteration 6Q: 3 clusters Score -925324.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -925371.250000 Penalty: 2916.050781
	Iteration 7Q: 3 clusters Score -925371.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -925412.187500 Penalty: 2916.050781
	Iteration 8Q: 3 clusters Score -925412.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -925453.750000 Penalty: 2916.050781
	Iteration 9Q: 3 clusters Score -925453.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -925499.187500 Penalty: 2916.050781
	Iteration 10Q: 3 clusters Score -925499.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -925555.000000 Penalty: 2916.050781
	Iteration 11Q: 3 clusters Score -925555 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -925614.750000 Penalty: 2916.050781
	Iteration 12Q: 3 clusters Score -925614.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -925688.750000 Penalty: 2916.050781
	Iteration 13Q: 3 clusters Score -925688.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -925778.125000 Penalty: 2916.050781
	Iteration 14Q: 3 clusters Score -925778.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -925880.062500 Penalty: 2916.050781
	Iteration 15Q: 3 clusters Score -925880.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -926010.562500 Penalty: 2916.050781
	Iteration 16Q: 3 clusters Score -926010.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -926174.625000 Penalty: 2916.050781
	Iteration 17Q: 3 clusters Score -926174.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -926398.000000 Penalty: 2916.050781
	Iteration 18Q: 3 clusters Score -926398 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -926624.750000 Penalty: 2916.050781
	Iteration 19Q: 3 clusters Score -926624.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -926857.562500 Penalty: 2916.050781
	Iteration 20F: 3 clusters Score -926857.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -927102.437500 Penalty: 2916.050781
	Iteration 21Q: 3 clusters Score -927102.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -927280.500000 Penalty: 2916.050781
	Iteration 22Q: 3 clusters Score -927280.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -927389.437500 Penalty: 2916.050781
	Iteration 23Q: 3 clusters Score -927389.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -927476.437500 Penalty: 2916.050781
	Iteration 24Q: 3 clusters Score -927476.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -927521.875000 Penalty: 2916.050781
	Iteration 25Q: 3 clusters Score -927521.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -927547.875000 Penalty: 2916.050781
	Iteration 26Q: 3 clusters Score -927547.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -927562.500000 Penalty: 2916.050781
	Iteration 27Q: 3 clusters Score -927562.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -927569.187500 Penalty: 2916.050781
	Iteration 28Q: 3 clusters Score -927569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -927572.125000 Penalty: 2916.050781
	Iteration 29Q: 3 clusters Score -927572.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -927578.437500 Penalty: 2916.050781
	Iteration 30Q: 3 clusters Score -927578.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -927585.062500 Penalty: 2916.050781
	Iteration 31Q: 3 clusters Score -927585.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -927590.625000 Penalty: 2916.050781
	Iteration 32Q: 3 clusters Score -927590.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -927598.687500 Penalty: 2916.050781
	Iteration 33Q: 3 clusters Score -927598.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -927602.750000 Penalty: 2916.050781
	Iteration 34Q: 3 clusters Score -927602.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -927605.500000 Penalty: 2916.050781
	Iteration 35Q: 3 clusters Score -927605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -927608.125000 Penalty: 2916.050781
	Iteration 36Q: 3 clusters Score -927608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -927610.500000 Penalty: 2916.050781
	Iteration 37Q: 3 clusters Score -927610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -927612.125000 Penalty: 2916.050781
	Iteration 38Q: 3 clusters Score -927612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -927616.000000 Penalty: 2916.050781
	Iteration 39Q: 3 clusters Score -927616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -927617.937500 Penalty: 2916.050781
	Iteration 40F: 3 clusters Score -927617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -927618.000000 Penalty: 2916.050781
	Iteration 41Q: 3 clusters Score -927618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -927618.000000 Penalty: 2916.050781
	Iteration 42F: 3 clusters Score -927618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Entering Unmasked Estep 
Score: -1456953.250000 Penalty: 1534.171509
	Iteration 0F: 2 clusters Score -1456953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1448044.750000 Penalty: 3068.343018
	Iteration 0F: 3 clusters Score -1448045 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1450954.125000 Penalty: 3068.343018
	Iteration 1F: 3 clusters Score -1450954 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1451196.875000 Penalty: 3068.343018
	Iteration 2F: 3 clusters Score -1451197 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1451376.250000 Penalty: 3068.343018
	Iteration 3Q: 3 clusters Score -1451376 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1451525.625000 Penalty: 3068.343018
	Iteration 4Q: 3 clusters Score -1451526 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1451673.125000 Penalty: 3068.343018
	Iteration 5Q: 3 clusters Score -1451673 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1451808.250000 Penalty: 3068.343018
	Iteration 6Q: 3 clusters Score -1451808 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1451929.500000 Penalty: 3068.343018
	Iteration 7Q: 3 clusters Score -1451930 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1452067.375000 Penalty: 3068.343018
	Iteration 8Q: 3 clusters Score -1452067 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1452193.250000 Penalty: 3068.343018
	Iteration 9Q: 3 clusters Score -1452193 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1452353.875000 Penalty: 3068.343018
	Iteration 10Q: 3 clusters Score -1452354 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1452530.000000 Penalty: 3068.343018
	Iteration 11Q: 3 clusters Score -1452530 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1452711.625000 Penalty: 3068.343018
	Iteration 12Q: 3 clusters Score -1452712 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1452948.250000 Penalty: 3068.343018
	Iteration 13Q: 3 clusters Score -1452948 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1453249.125000 Penalty: 3068.343018
	Iteration 14Q: 3 clusters Score -1453249 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1453619.375000 Penalty: 3068.343018
	Iteration 15Q: 3 clusters Score -1453619 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1453951.625000 Penalty: 3068.343018
	Iteration 16Q: 3 clusters Score -1453952 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1454207.375000 Penalty: 3068.343018
	Iteration 17Q: 3 clusters Score -1454207 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1454342.375000 Penalty: 3068.343018
	Iteration 18Q: 3 clusters Score -1454342 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1454405.875000 Penalty: 3068.343018
	Iteration 19Q: 3 clusters Score -1454406 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1454447.000000 Penalty: 3068.343018
	Iteration 20F: 3 clusters Score -1454447 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1454461.875000 Penalty: 3068.343018
	Iteration 21Q: 3 clusters Score -1454462 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1454474.000000 Penalty: 3068.343018
	Iteration 22Q: 3 clusters Score -1454474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1454492.000000 Penalty: 3068.343018
	Iteration 23Q: 3 clusters Score -1454492 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1454506.125000 Penalty: 3068.343018
	Iteration 24Q: 3 clusters Score -1454506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1454519.750000 Penalty: 3068.343018
	Iteration 25Q: 3 clusters Score -1454520 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1454531.750000 Penalty: 3068.343018
	Iteration 26Q: 3 clusters Score -1454532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1454536.625000 Penalty: 3068.343018
	Iteration 27Q: 3 clusters Score -1454537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1454551.375000 Penalty: 3068.343018
	Iteration 28Q: 3 clusters Score -1454551 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1454564.125000 Penalty: 3068.343018
	Iteration 29Q: 3 clusters Score -1454564 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1454576.125000 Penalty: 3068.343018
	Iteration 30Q: 3 clusters Score -1454576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1454591.125000 Penalty: 3068.343018
	Iteration 31Q: 3 clusters Score -1454591 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1454610.500000 Penalty: 3068.343018
	Iteration 32Q: 3 clusters Score -1454610 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1454627.625000 Penalty: 3068.343018
	Iteration 33Q: 3 clusters Score -1454628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1454643.750000 Penalty: 3068.343018
	Iteration 34Q: 3 clusters Score -1454644 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1454662.000000 Penalty: 3068.343018
	Iteration 35Q: 3 clusters Score -1454662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1454670.500000 Penalty: 3068.343018
	Iteration 36Q: 3 clusters Score -1454670 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1454683.875000 Penalty: 3068.343018
	Iteration 37Q: 3 clusters Score -1454684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1454694.000000 Penalty: 3068.343018
	Iteration 38Q: 3 clusters Score -1454694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1454706.375000 Penalty: 3068.343018
	Iteration 39Q: 3 clusters Score -1454706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1454714.625000 Penalty: 3068.343018
	Iteration 40F: 3 clusters Score -1454715 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1454725.500000 Penalty: 3068.343018
	Iteration 41Q: 3 clusters Score -1454726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1454737.375000 Penalty: 3068.343018
	Iteration 42Q: 3 clusters Score -1454737 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1454751.250000 Penalty: 3068.343018
	Iteration 43Q: 3 clusters Score -1454751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1454762.000000 Penalty: 3068.343018
	Iteration 44Q: 3 clusters Score -1454762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1454776.500000 Penalty: 3068.343018
	Iteration 45Q: 3 clusters Score -1454776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1454794.125000 Penalty: 3068.343018
	Iteration 46Q: 3 clusters Score -1454794 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1454805.750000 Penalty: 3068.343018
	Iteration 47Q: 3 clusters Score -1454806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1454815.375000 Penalty: 3068.343018
	Iteration 48Q: 3 clusters Score -1454815 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1454831.250000 Penalty: 3068.343018
	Iteration 49Q: 3 clusters Score -1454831 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1454844.000000 Penalty: 3068.343018
	Iteration 50Q: 3 clusters Score -1454844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1454855.500000 Penalty: 3068.343018
	Iteration 51Q: 3 clusters Score -1454856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1454871.125000 Penalty: 3068.343018
	Iteration 52Q: 3 clusters Score -1454871 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1454882.750000 Penalty: 3068.343018
	Iteration 53Q: 3 clusters Score -1454883 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1454890.625000 Penalty: 3068.343018
	Iteration 54Q: 3 clusters Score -1454891 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1454904.375000 Penalty: 3068.343018
	Iteration 55Q: 3 clusters Score -1454904 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1454921.375000 Penalty: 3068.343018
	Iteration 56Q: 3 clusters Score -1454921 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1454940.375000 Penalty: 3068.343018
	Iteration 57Q: 3 clusters Score -1454940 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1454954.750000 Penalty: 3068.343018
	Iteration 58Q: 3 clusters Score -1454955 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1454974.000000 Penalty: 3068.343018
	Iteration 59Q: 3 clusters Score -1454974 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1454998.125000 Penalty: 3068.343018
	Iteration 60F: 3 clusters Score -1454998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1455021.750000 Penalty: 3068.343018
	Iteration 61Q: 3 clusters Score -1455022 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1455045.125000 Penalty: 3068.343018
	Iteration 62Q: 3 clusters Score -1455045 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1455075.500000 Penalty: 3068.343018
	Iteration 63Q: 3 clusters Score -1455076 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1455094.875000 Penalty: 3068.343018
	Iteration 64Q: 3 clusters Score -1455095 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1455114.875000 Penalty: 3068.343018
	Iteration 65Q: 3 clusters Score -1455115 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1455134.875000 Penalty: 3068.343018
	Iteration 66Q: 3 clusters Score -1455135 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1455157.875000 Penalty: 3068.343018
	Iteration 67Q: 3 clusters Score -1455158 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1455193.500000 Penalty: 3068.343018
	Iteration 68Q: 3 clusters Score -1455194 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1455219.375000 Penalty: 3068.343018
	Iteration 69Q: 3 clusters Score -1455219 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1455247.000000 Penalty: 3068.343018
	Iteration 70Q: 3 clusters Score -1455247 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1455257.375000 Penalty: 3068.343018
	Iteration 71Q: 3 clusters Score -1455257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1455270.750000 Penalty: 3068.343018
	Iteration 72Q: 3 clusters Score -1455271 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1455278.500000 Penalty: 3068.343018
	Iteration 73Q: 3 clusters Score -1455278 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1455296.625000 Penalty: 3068.343018
	Iteration 74Q: 3 clusters Score -1455297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1455308.125000 Penalty: 3068.343018
	Iteration 75Q: 3 clusters Score -1455308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1455319.500000 Penalty: 3068.343018
	Iteration 76Q: 3 clusters Score -1455320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1455340.375000 Penalty: 3068.343018
	Iteration 77Q: 3 clusters Score -1455340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1455363.250000 Penalty: 3068.343018
	Iteration 78Q: 3 clusters Score -1455363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1455378.375000 Penalty: 3068.343018
	Iteration 79Q: 3 clusters Score -1455378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1455389.000000 Penalty: 3068.343018
	Iteration 80F: 3 clusters Score -1455389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1455406.125000 Penalty: 3068.343018
	Iteration 81Q: 3 clusters Score -1455406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1455415.500000 Penalty: 3068.343018
	Iteration 82Q: 3 clusters Score -1455416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1455419.500000 Penalty: 3068.343018
	Iteration 83Q: 3 clusters Score -1455420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1455425.000000 Penalty: 3068.343018
	Iteration 84Q: 3 clusters Score -1455425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1455429.875000 Penalty: 3068.343018
	Iteration 85Q: 3 clusters Score -1455430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1455436.125000 Penalty: 3068.343018
	Iteration 86Q: 3 clusters Score -1455436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1455437.375000 Penalty: 3068.343018
	Iteration 87Q: 3 clusters Score -1455437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1455441.625000 Penalty: 3068.343018
	Iteration 88Q: 3 clusters Score -1455442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1455444.625000 Penalty: 3068.343018
	Iteration 89Q: 3 clusters Score -1455445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1455453.250000 Penalty: 3068.343018
	Iteration 90Q: 3 clusters Score -1455453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1455461.250000 Penalty: 3068.343018
	Iteration 91Q: 3 clusters Score -1455461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1455468.750000 Penalty: 3068.343018
	Iteration 92Q: 3 clusters Score -1455469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1455477.125000 Penalty: 3068.343018
	Iteration 93Q: 3 clusters Score -1455477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1455482.250000 Penalty: 3068.343018
	Iteration 94Q: 3 clusters Score -1455482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1455485.250000 Penalty: 3068.343018
	Iteration 95Q: 3 clusters Score -1455485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1455493.375000 Penalty: 3068.343018
	Iteration 96Q: 3 clusters Score -1455493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1455504.500000 Penalty: 3068.343018
	Iteration 97Q: 3 clusters Score -1455504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1455514.750000 Penalty: 3068.343018
	Iteration 98Q: 3 clusters Score -1455515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1455525.000000 Penalty: 3068.343018
	Iteration 99Q: 3 clusters Score -1455525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1455531.625000 Penalty: 3068.343018
	Iteration 100F: 3 clusters Score -1455532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1455537.250000 Penalty: 3068.343018
	Iteration 101Q: 3 clusters Score -1455537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1455543.750000 Penalty: 3068.343018
	Iteration 102Q: 3 clusters Score -1455544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1455550.000000 Penalty: 3068.343018
	Iteration 103Q: 3 clusters Score -1455550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1455565.250000 Penalty: 3068.343018
	Iteration 104Q: 3 clusters Score -1455565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1455582.625000 Penalty: 3068.343018
	Iteration 105Q: 3 clusters Score -1455583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1455596.375000 Penalty: 3068.343018
	Iteration 106Q: 3 clusters Score -1455596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1455611.375000 Penalty: 3068.343018
	Iteration 107Q: 3 clusters Score -1455611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1455619.250000 Penalty: 3068.343018
	Iteration 108Q: 3 clusters Score -1455619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1455628.375000 Penalty: 3068.343018
	Iteration 109Q: 3 clusters Score -1455628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1455630.375000 Penalty: 3068.343018
	Iteration 110Q: 3 clusters Score -1455630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1455630.875000 Penalty: 3068.343018
	Iteration 111Q: 3 clusters Score -1455631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1455633.875000 Penalty: 3068.343018
	Iteration 112Q: 3 clusters Score -1455634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1455636.000000 Penalty: 3068.343018
	Iteration 113Q: 3 clusters Score -1455636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1455637.250000 Penalty: 3068.343018
	Iteration 114Q: 3 clusters Score -1455637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1455640.625000 Penalty: 3068.343018
	Iteration 115Q: 3 clusters Score -1455641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1455642.375000 Penalty: 3068.343018
	Iteration 116Q: 3 clusters Score -1455642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1455643.125000 Penalty: 3068.343018
	Iteration 117Q: 3 clusters Score -1455643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1455643.125000 Penalty: 3068.343018
	Iteration 118F: 3 clusters Score -1455643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (145568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145568 members 
Entering Unmasked Estep 
Score: -16516591.000000 Penalty: 1931.864746
	Iteration 0F: 2 clusters Score -1.651659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 72968 members 
Entering Unmasked Estep 
Score: -16421083.000000 Penalty: 3863.729492
	Iteration 0F: 3 clusters Score -1.642108e+07 nChanged 69954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -16461980.000000 Penalty: 3863.729492
	Iteration 1F: 3 clusters Score -1.646198e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -16463076.000000 Penalty: 3863.729492
	Iteration 2Q: 3 clusters Score -1.646308e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -16464938.000000 Penalty: 3863.729492
	Iteration 3Q: 3 clusters Score -1.646494e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 91579 members 
Entering Unmasked Estep 
Score: -16467836.000000 Penalty: 3863.729492
	Iteration 4Q: 3 clusters Score -1.646784e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 100961 members 
Entering Unmasked Estep 
Score: -16473775.000000 Penalty: 3863.729492
	Iteration 5F: 3 clusters Score -1.647378e+07 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 113053 members 
Entering Unmasked Estep 
Score: -16483165.000000 Penalty: 3863.729492
	Iteration 6F: 3 clusters Score -1.648316e+07 nChanged 12981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 125996 members 
Entering Unmasked Estep 
Score: -16495244.000000 Penalty: 3863.729492
	Iteration 7F: 3 clusters Score -1.649524e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 136240 members 
Entering Unmasked Estep 
Score: -16505580.000000 Penalty: 3863.729492
	Iteration 8F: 3 clusters Score -1.650558e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 141861 members 
Entering Unmasked Estep 
Score: -16511504.000000 Penalty: 3863.729492
	Iteration 9Q: 3 clusters Score -1.65115e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 144019 members 
Entering Unmasked Estep 
Score: -16513672.000000 Penalty: 3863.729492
	Iteration 10Q: 3 clusters Score -1.651367e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 144770 members 
Entering Unmasked Estep 
Score: -16514318.000000 Penalty: 3863.729492
	Iteration 11Q: 3 clusters Score -1.651432e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 145028 members 
Entering Unmasked Estep 
Score: -16514590.000000 Penalty: 3863.729492
	Iteration 12Q: 3 clusters Score -1.651459e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -16514715.000000 Penalty: 3863.729492
	Iteration 13Q: 3 clusters Score -1.651472e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 145172 members 
Entering Unmasked Estep 
Score: -16514779.000000 Penalty: 3863.729492
	Iteration 14Q: 3 clusters Score -1.651478e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 145194 members 
Entering Unmasked Estep 
Score: -16514862.000000 Penalty: 3863.729492
	Iteration 15Q: 3 clusters Score -1.651486e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 145206 members 
Entering Unmasked Estep 
Score: -16514872.000000 Penalty: 3863.729492
	Iteration 16Q: 3 clusters Score -1.651487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 145212 members 
Entering Unmasked Estep 
Score: -16514877.000000 Penalty: 3863.729492
	Iteration 17Q: 3 clusters Score -1.651488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 145224 members 
Entering Unmasked Estep 
Score: -16514907.000000 Penalty: 3863.729492
	Iteration 18Q: 3 clusters Score -1.651491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 145227 members 
Entering Unmasked Estep 
Score: -16514912.000000 Penalty: 3863.729492
	Iteration 19Q: 3 clusters Score -1.651491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 145226 members 
Entering Unmasked Estep 
Score: -16514924.000000 Penalty: 3863.729492
	Iteration 20F: 3 clusters Score -1.651492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 145226 members 
Entering Unmasked Estep 
Score: -16514922.000000 Penalty: 3863.729492
	Iteration 21Q: 3 clusters Score -1.651492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 145228 members 
Entering Unmasked Estep 
Score: -16514920.000000 Penalty: 3863.729492
	Iteration 22Q: 3 clusters Score -1.651492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 145226 members 
Entering Unmasked Estep 
Score: -16514933.000000 Penalty: 3863.729492
	Iteration 23Q: 3 clusters Score -1.651493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 145227 members 
Entering Unmasked Estep 
Score: -16514936.000000 Penalty: 3863.729492
	Iteration 24Q: 3 clusters Score -1.651494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 145229 members 
Entering Unmasked Estep 
Score: -16514927.000000 Penalty: 3863.729492
	Iteration 25Q: 3 clusters Score -1.651493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 145230 members 
Entering Unmasked Estep 
Score: -16514933.000000 Penalty: 3863.729492
	Iteration 26Q: 3 clusters Score -1.651493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 145230 members 
Entering Unmasked Estep 
Score: -16514937.000000 Penalty: 3863.729492
	Iteration 27Q: 3 clusters Score -1.651494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 145229 members 
Entering Unmasked Estep 
Score: -16514948.000000 Penalty: 3863.729492
	Iteration 28Q: 3 clusters Score -1.651495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 145228 members 
Entering Unmasked Estep 
Score: -16514963.000000 Penalty: 3863.729492
	Iteration 29Q: 3 clusters Score -1.651496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 145227 members 
Entering Unmasked Estep 
Score: -16514959.000000 Penalty: 3863.729492
	Iteration 30Q: 3 clusters Score -1.651496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 145230 members 
Entering Unmasked Estep 
Score: -16514958.000000 Penalty: 3863.729492
	Iteration 31Q: 3 clusters Score -1.651496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 145229 members 
Entering Unmasked Estep 
Score: -16514950.000000 Penalty: 3863.729492
	Iteration 32Q: 3 clusters Score -1.651495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 145230 members 
Entering Unmasked Estep 
Score: -16514950.000000 Penalty: 3863.729492
	Iteration 33Q: 3 clusters Score -1.651495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 145230 members 
Entering Unmasked Estep 
Score: -16514944.000000 Penalty: 3863.729492
	Iteration 34Q: 3 clusters Score -1.651494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 145230 members 
Entering Unmasked Estep 
Score: -16514944.000000 Penalty: 3863.729492
	Iteration 35F: 3 clusters Score -1.651494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Entering Unmasked Estep 
Score: -422380.843750 Penalty: 1336.557251
	Iteration 0F: 2 clusters Score -422380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -419217.343750 Penalty: 2673.114502
	Iteration 0F: 3 clusters Score -419217.3 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -420164.937500 Penalty: 2673.114502
	Iteration 1F: 3 clusters Score -420164.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -420439.437500 Penalty: 2673.114502
	Iteration 2F: 3 clusters Score -420439.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -420657.968750 Penalty: 2673.114502
	Iteration 3F: 3 clusters Score -420658 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -420886.312500 Penalty: 2673.114502
	Iteration 4F: 3 clusters Score -420886.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -421050.937500 Penalty: 2673.114502
	Iteration 5F: 3 clusters Score -421050.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -421184.343750 Penalty: 2673.114502
	Iteration 6Q: 3 clusters Score -421184.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -421282.437500 Penalty: 2673.114502
	Iteration 7Q: 3 clusters Score -421282.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -421385.437500 Penalty: 2673.114502
	Iteration 8Q: 3 clusters Score -421385.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -421465.906250 Penalty: 2673.114502
	Iteration 9Q: 3 clusters Score -421465.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -421509.531250 Penalty: 2673.114502
	Iteration 10Q: 3 clusters Score -421509.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -421533.562500 Penalty: 2673.114502
	Iteration 11Q: 3 clusters Score -421533.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -421555.031250 Penalty: 2673.114502
	Iteration 12Q: 3 clusters Score -421555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -421582.437500 Penalty: 2673.114502
	Iteration 13Q: 3 clusters Score -421582.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -421598.562500 Penalty: 2673.114502
	Iteration 14Q: 3 clusters Score -421598.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -421611.218750 Penalty: 2673.114502
	Iteration 15Q: 3 clusters Score -421611.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -421623.125000 Penalty: 2673.114502
	Iteration 16Q: 3 clusters Score -421623.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -421633.625000 Penalty: 2673.114502
	Iteration 17Q: 3 clusters Score -421633.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -421642.500000 Penalty: 2673.114502
	Iteration 18Q: 3 clusters Score -421642.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -421647.937500 Penalty: 2673.114502
	Iteration 19Q: 3 clusters Score -421647.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -421650.093750 Penalty: 2673.114502
	Iteration 20F: 3 clusters Score -421650.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -421652.718750 Penalty: 2673.114502
	Iteration 21Q: 3 clusters Score -421652.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -421652.718750 Penalty: 2673.114502
	Iteration 22Q: 3 clusters Score -421652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -421652.718750 Penalty: 2673.114502
	Iteration 23F: 3 clusters Score -421652.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Entering Unmasked Estep 
Score: -629656.500000 Penalty: 1398.017944
	Iteration 0F: 2 clusters Score -629656.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -625352.062500 Penalty: 2796.035889
	Iteration 0F: 3 clusters Score -625352.1 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -626520.500000 Penalty: 2796.035889
	Iteration 1F: 3 clusters Score -626520.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -626641.500000 Penalty: 2796.035889
	Iteration 2F: 3 clusters Score -626641.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -626723.625000 Penalty: 2796.035889
	Iteration 3Q: 3 clusters Score -626723.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -626789.187500 Penalty: 2796.035889
	Iteration 4Q: 3 clusters Score -626789.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -626853.437500 Penalty: 2796.035889
	Iteration 5Q: 3 clusters Score -626853.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -626908.312500 Penalty: 2796.035889
	Iteration 6Q: 3 clusters Score -626908.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -626955.187500 Penalty: 2796.035889
	Iteration 7Q: 3 clusters Score -626955.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -626999.000000 Penalty: 2796.035889
	Iteration 8Q: 3 clusters Score -626999 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -627028.937500 Penalty: 2796.035889
	Iteration 9Q: 3 clusters Score -627028.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -627060.062500 Penalty: 2796.035889
	Iteration 10Q: 3 clusters Score -627060.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -627094.250000 Penalty: 2796.035889
	Iteration 11Q: 3 clusters Score -627094.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -627139.000000 Penalty: 2796.035889
	Iteration 12Q: 3 clusters Score -627139 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -627196.312500 Penalty: 2796.035889
	Iteration 13Q: 3 clusters Score -627196.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -627266.375000 Penalty: 2796.035889
	Iteration 14Q: 3 clusters Score -627266.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -627357.312500 Penalty: 2796.035889
	Iteration 15Q: 3 clusters Score -627357.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -627446.125000 Penalty: 2796.035889
	Iteration 16Q: 3 clusters Score -627446.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -627543.875000 Penalty: 2796.035889
	Iteration 17Q: 3 clusters Score -627543.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -627659.000000 Penalty: 2796.035889
	Iteration 18Q: 3 clusters Score -627659 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -627806.312500 Penalty: 2796.035889
	Iteration 19Q: 3 clusters Score -627806.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -627963.687500 Penalty: 2796.035889
	Iteration 20F: 3 clusters Score -627963.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -628095.062500 Penalty: 2796.035889
	Iteration 21Q: 3 clusters Score -628095.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -628194.312500 Penalty: 2796.035889
	Iteration 22Q: 3 clusters Score -628194.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -628265.437500 Penalty: 2796.035889
	Iteration 23Q: 3 clusters Score -628265.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -628320.687500 Penalty: 2796.035889
	Iteration 24Q: 3 clusters Score -628320.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -628367.625000 Penalty: 2796.035889
	Iteration 25Q: 3 clusters Score -628367.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -628395.812500 Penalty: 2796.035889
	Iteration 26Q: 3 clusters Score -628395.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -628407.812500 Penalty: 2796.035889
	Iteration 27Q: 3 clusters Score -628407.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -628417.625000 Penalty: 2796.035889
	Iteration 28Q: 3 clusters Score -628417.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -628424.250000 Penalty: 2796.035889
	Iteration 29Q: 3 clusters Score -628424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -628434.312500 Penalty: 2796.035889
	Iteration 30Q: 3 clusters Score -628434.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -628438.125000 Penalty: 2796.035889
	Iteration 31Q: 3 clusters Score -628438.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -628443.687500 Penalty: 2796.035889
	Iteration 32Q: 3 clusters Score -628443.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -628453.062500 Penalty: 2796.035889
	Iteration 33Q: 3 clusters Score -628453.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -628458.500000 Penalty: 2796.035889
	Iteration 34Q: 3 clusters Score -628458.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -628462.000000 Penalty: 2796.035889
	Iteration 35Q: 3 clusters Score -628462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -628466.125000 Penalty: 2796.035889
	Iteration 36Q: 3 clusters Score -628466.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -628471.125000 Penalty: 2796.035889
	Iteration 37Q: 3 clusters Score -628471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -628475.937500 Penalty: 2796.035889
	Iteration 38Q: 3 clusters Score -628475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -628482.875000 Penalty: 2796.035889
	Iteration 39Q: 3 clusters Score -628482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -628485.625000 Penalty: 2796.035889
	Iteration 40F: 3 clusters Score -628485.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Entering Unmasked Estep 
Score: -442016.062500 Penalty: 1339.789673
	Iteration 0F: 2 clusters Score -442016.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -438799.875000 Penalty: 2679.579346
	Iteration 0F: 3 clusters Score -438799.9 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -439664.843750 Penalty: 2679.579346
	Iteration 1F: 3 clusters Score -439664.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -439805.843750 Penalty: 2679.579346
	Iteration 2F: 3 clusters Score -439805.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -439901.625000 Penalty: 2679.579346
	Iteration 3Q: 3 clusters Score -439901.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -439963.875000 Penalty: 2679.579346
	Iteration 4Q: 3 clusters Score -439963.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -440008.218750 Penalty: 2679.579346
	Iteration 5Q: 3 clusters Score -440008.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -440044.718750 Penalty: 2679.579346
	Iteration 6Q: 3 clusters Score -440044.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -440081.781250 Penalty: 2679.579346
	Iteration 7Q: 3 clusters Score -440081.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -440115.656250 Penalty: 2679.579346
	Iteration 8Q: 3 clusters Score -440115.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -440149.218750 Penalty: 2679.579346
	Iteration 9Q: 3 clusters Score -440149.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -440190.406250 Penalty: 2679.579346
	Iteration 10Q: 3 clusters Score -440190.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -440222.281250 Penalty: 2679.579346
	Iteration 11Q: 3 clusters Score -440222.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -440256.156250 Penalty: 2679.579346
	Iteration 12Q: 3 clusters Score -440256.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -440280.531250 Penalty: 2679.579346
	Iteration 13Q: 3 clusters Score -440280.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -440306.656250 Penalty: 2679.579346
	Iteration 14Q: 3 clusters Score -440306.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -440336.906250 Penalty: 2679.579346
	Iteration 15Q: 3 clusters Score -440336.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -440372.250000 Penalty: 2679.579346
	Iteration 16Q: 3 clusters Score -440372.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -440408.093750 Penalty: 2679.579346
	Iteration 17Q: 3 clusters Score -440408.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -440444.968750 Penalty: 2679.579346
	Iteration 18Q: 3 clusters Score -440445 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -440488.843750 Penalty: 2679.579346
	Iteration 19Q: 3 clusters Score -440488.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -440524.062500 Penalty: 2679.579346
	Iteration 20F: 3 clusters Score -440524.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -440554.343750 Penalty: 2679.579346
	Iteration 21Q: 3 clusters Score -440554.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -440598.062500 Penalty: 2679.579346
	Iteration 22Q: 3 clusters Score -440598.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -440639.250000 Penalty: 2679.579346
	Iteration 23Q: 3 clusters Score -440639.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -440675.875000 Penalty: 2679.579346
	Iteration 24Q: 3 clusters Score -440675.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -440711.500000 Penalty: 2679.579346
	Iteration 25Q: 3 clusters Score -440711.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -440745.593750 Penalty: 2679.579346
	Iteration 26Q: 3 clusters Score -440745.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -440776.875000 Penalty: 2679.579346
	Iteration 27Q: 3 clusters Score -440776.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -440799.562500 Penalty: 2679.579346
	Iteration 28Q: 3 clusters Score -440799.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -440812.062500 Penalty: 2679.579346
	Iteration 29Q: 3 clusters Score -440812.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -440816.843750 Penalty: 2679.579346
	Iteration 30Q: 3 clusters Score -440816.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -440819.968750 Penalty: 2679.579346
	Iteration 31Q: 3 clusters Score -440820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -440821.343750 Penalty: 2679.579346
	Iteration 32Q: 3 clusters Score -440821.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -440825.062500 Penalty: 2679.579346
	Iteration 33Q: 3 clusters Score -440825.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -440829.812500 Penalty: 2679.579346
	Iteration 34Q: 3 clusters Score -440829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -440831.093750 Penalty: 2679.579346
	Iteration 35Q: 3 clusters Score -440831.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -440831.062500 Penalty: 2679.579346
	Iteration 36Q: 3 clusters Score -440831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -440834.250000 Penalty: 2679.579346
	Iteration 37Q: 3 clusters Score -440834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -440835.468750 Penalty: 2679.579346
	Iteration 38Q: 3 clusters Score -440835.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -440835.468750 Penalty: 2679.579346
	Iteration 39F: 3 clusters Score -440835.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Entering Unmasked Estep 
Score: -1418618.625000 Penalty: 1529.272949
	Iteration 0F: 2 clusters Score -1418619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1409997.250000 Penalty: 3058.545898
	Iteration 0F: 3 clusters Score -1409997 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1412927.375000 Penalty: 3058.545898
	Iteration 1F: 3 clusters Score -1412927 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1413236.750000 Penalty: 3058.545898
	Iteration 2F: 3 clusters Score -1413237 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1413587.875000 Penalty: 3058.545898
	Iteration 3F: 3 clusters Score -1413588 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1413939.625000 Penalty: 3058.545898
	Iteration 4Q: 3 clusters Score -1413940 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1414348.250000 Penalty: 3058.545898
	Iteration 5Q: 3 clusters Score -1414348 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1414792.375000 Penalty: 3058.545898
	Iteration 6Q: 3 clusters Score -1414792 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1415250.125000 Penalty: 3058.545898
	Iteration 7Q: 3 clusters Score -1415250 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1415699.500000 Penalty: 3058.545898
	Iteration 8Q: 3 clusters Score -1415700 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1416121.250000 Penalty: 3058.545898
	Iteration 9F: 3 clusters Score -1416121 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1416473.875000 Penalty: 3058.545898
	Iteration 10Q: 3 clusters Score -1416474 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1416740.250000 Penalty: 3058.545898
	Iteration 11Q: 3 clusters Score -1416740 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1416940.750000 Penalty: 3058.545898
	Iteration 12Q: 3 clusters Score -1416941 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1417085.750000 Penalty: 3058.545898
	Iteration 13Q: 3 clusters Score -1417086 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1417207.625000 Penalty: 3058.545898
	Iteration 14Q: 3 clusters Score -1417208 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1417289.750000 Penalty: 3058.545898
	Iteration 15Q: 3 clusters Score -1417290 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1417360.750000 Penalty: 3058.545898
	Iteration 16Q: 3 clusters Score -1417361 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1417430.125000 Penalty: 3058.545898
	Iteration 17Q: 3 clusters Score -1417430 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1417491.500000 Penalty: 3058.545898
	Iteration 18Q: 3 clusters Score -1417492 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1417552.875000 Penalty: 3058.545898
	Iteration 19Q: 3 clusters Score -1417553 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1417605.250000 Penalty: 3058.545898
	Iteration 20F: 3 clusters Score -1417605 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1417649.625000 Penalty: 3058.545898
	Iteration 21Q: 3 clusters Score -1417650 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1417668.500000 Penalty: 3058.545898
	Iteration 22Q: 3 clusters Score -1417668 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1417697.875000 Penalty: 3058.545898
	Iteration 23Q: 3 clusters Score -1417698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1417718.625000 Penalty: 3058.545898
	Iteration 24Q: 3 clusters Score -1417719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1417728.375000 Penalty: 3058.545898
	Iteration 25Q: 3 clusters Score -1417728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1417735.125000 Penalty: 3058.545898
	Iteration 26Q: 3 clusters Score -1417735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1417732.625000 Penalty: 3058.545898
	Iteration 27Q: 3 clusters Score -1417733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1417734.625000 Penalty: 3058.545898
	Iteration 28Q: 3 clusters Score -1417735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1417734.750000 Penalty: 3058.545898
	Iteration 29Q: 3 clusters Score -1417735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1417738.250000 Penalty: 3058.545898
	Iteration 30Q: 3 clusters Score -1417738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1417738.375000 Penalty: 3058.545898
	Iteration 31Q: 3 clusters Score -1417738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1417740.375000 Penalty: 3058.545898
	Iteration 32Q: 3 clusters Score -1417740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1417739.875000 Penalty: 3058.545898
	Iteration 33Q: 3 clusters Score -1417740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1417739.000000 Penalty: 3058.545898
	Iteration 34Q: 3 clusters Score -1417739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1417739.000000 Penalty: 3058.545898
	Iteration 35F: 3 clusters Score -1417739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Entering Unmasked Estep 
Score: -1237409.750000 Penalty: 1507.917725
	Iteration 0F: 2 clusters Score -1237410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1229768.625000 Penalty: 3015.835449
	Iteration 0F: 3 clusters Score -1229769 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1232227.125000 Penalty: 3015.835449
	Iteration 1F: 3 clusters Score -1232227 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1232486.250000 Penalty: 3015.835449
	Iteration 2F: 3 clusters Score -1232486 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1232706.500000 Penalty: 3015.835449
	Iteration 3F: 3 clusters Score -1232706 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1232935.500000 Penalty: 3015.835449
	Iteration 4Q: 3 clusters Score -1232936 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1233182.750000 Penalty: 3015.835449
	Iteration 5Q: 3 clusters Score -1233183 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1233448.250000 Penalty: 3015.835449
	Iteration 6Q: 3 clusters Score -1233448 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1233779.625000 Penalty: 3015.835449
	Iteration 7F: 3 clusters Score -1233780 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1234211.000000 Penalty: 3015.835449
	Iteration 8F: 3 clusters Score -1234211 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1234665.625000 Penalty: 3015.835449
	Iteration 9F: 3 clusters Score -1234666 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1235057.250000 Penalty: 3015.835449
	Iteration 10Q: 3 clusters Score -1235057 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1235407.500000 Penalty: 3015.835449
	Iteration 11Q: 3 clusters Score -1235408 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1235676.875000 Penalty: 3015.835449
	Iteration 12Q: 3 clusters Score -1235677 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1235858.375000 Penalty: 3015.835449
	Iteration 13Q: 3 clusters Score -1235858 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1235981.000000 Penalty: 3015.835449
	Iteration 14Q: 3 clusters Score -1235981 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1236054.125000 Penalty: 3015.835449
	Iteration 15Q: 3 clusters Score -1236054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1236092.500000 Penalty: 3015.835449
	Iteration 16Q: 3 clusters Score -1236092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1236115.250000 Penalty: 3015.835449
	Iteration 17Q: 3 clusters Score -1236115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1236134.625000 Penalty: 3015.835449
	Iteration 18Q: 3 clusters Score -1236135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1236142.000000 Penalty: 3015.835449
	Iteration 19Q: 3 clusters Score -1236142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1236149.000000 Penalty: 3015.835449
	Iteration 20F: 3 clusters Score -1236149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1236154.250000 Penalty: 3015.835449
	Iteration 21Q: 3 clusters Score -1236154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1236154.250000 Penalty: 3015.835449
	Iteration 22Q: 3 clusters Score -1236154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1236156.875000 Penalty: 3015.835449
	Iteration 23Q: 3 clusters Score -1236157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1236161.375000 Penalty: 3015.835449
	Iteration 24Q: 3 clusters Score -1236161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1236161.750000 Penalty: 3015.835449
	Iteration 25Q: 3 clusters Score -1236162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1236161.750000 Penalty: 3015.835449
	Iteration 26F: 3 clusters Score -1236162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (69932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69932 members 
Entering Unmasked Estep 
Score: -8146539.500000 Penalty: 1812.732666
	Iteration 0F: 2 clusters Score -8146540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -8099958.500000 Penalty: 3625.465332
	Iteration 0F: 3 clusters Score -8099958 nChanged 33039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -8118558.500000 Penalty: 3625.465332
	Iteration 1F: 3 clusters Score -8118558 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -8118903.000000 Penalty: 3625.465332
	Iteration 2Q: 3 clusters Score -8118903 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -8119261.500000 Penalty: 3625.465332
	Iteration 3Q: 3 clusters Score -8119262 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -8119558.000000 Penalty: 3625.465332
	Iteration 4Q: 3 clusters Score -8119558 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -8119926.500000 Penalty: 3625.465332
	Iteration 5Q: 3 clusters Score -8119926 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -8120287.000000 Penalty: 3625.465332
	Iteration 6Q: 3 clusters Score -8120287 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -8120646.500000 Penalty: 3625.465332
	Iteration 7Q: 3 clusters Score -8120646 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -8121050.000000 Penalty: 3625.465332
	Iteration 8Q: 3 clusters Score -8121050 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -8121742.500000 Penalty: 3625.465332
	Iteration 9Q: 3 clusters Score -8121742 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -8122907.500000 Penalty: 3625.465332
	Iteration 10Q: 3 clusters Score -8122908 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -8124802.500000 Penalty: 3625.465332
	Iteration 11Q: 3 clusters Score -8124802 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -8127665.000000 Penalty: 3625.465332
	Iteration 12F: 3 clusters Score -8127665 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -8131293.500000 Penalty: 3625.465332
	Iteration 13F: 3 clusters Score -8131294 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -8135004.500000 Penalty: 3625.465332
	Iteration 14F: 3 clusters Score -8135004 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -8137862.000000 Penalty: 3625.465332
	Iteration 15Q: 3 clusters Score -8137862 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -8139849.000000 Penalty: 3625.465332
	Iteration 16Q: 3 clusters Score -8139849 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -8141119.000000 Penalty: 3625.465332
	Iteration 17Q: 3 clusters Score -8141119 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -8141923.000000 Penalty: 3625.465332
	Iteration 18Q: 3 clusters Score -8141923 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -8142488.500000 Penalty: 3625.465332
	Iteration 19Q: 3 clusters Score -8142488 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -8142952.500000 Penalty: 3625.465332
	Iteration 20F: 3 clusters Score -8142952 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -8143287.000000 Penalty: 3625.465332
	Iteration 21Q: 3 clusters Score -8143287 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -8143554.000000 Penalty: 3625.465332
	Iteration 22Q: 3 clusters Score -8143554 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -8143792.000000 Penalty: 3625.465332
	Iteration 23Q: 3 clusters Score -8143792 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -8144022.000000 Penalty: 3625.465332
	Iteration 24Q: 3 clusters Score -8144022 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -8144223.000000 Penalty: 3625.465332
	Iteration 25Q: 3 clusters Score -8144223 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -8144380.000000 Penalty: 3625.465332
	Iteration 26Q: 3 clusters Score -8144380 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -8144524.500000 Penalty: 3625.465332
	Iteration 27Q: 3 clusters Score -8144524 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -8144642.000000 Penalty: 3625.465332
	Iteration 28Q: 3 clusters Score -8144642 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -8144714.000000 Penalty: 3625.465332
	Iteration 29Q: 3 clusters Score -8144714 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -8144756.500000 Penalty: 3625.465332
	Iteration 30Q: 3 clusters Score -8144756 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -8144791.000000 Penalty: 3625.465332
	Iteration 31Q: 3 clusters Score -8144791 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -8144785.000000 Penalty: 3625.465332
	Iteration 32Q: 3 clusters Score -8144785 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -8144799.500000 Penalty: 3625.465332
	Iteration 33Q: 3 clusters Score -8144800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -8144811.500000 Penalty: 3625.465332
	Iteration 34Q: 3 clusters Score -8144812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -8144818.000000 Penalty: 3625.465332
	Iteration 35Q: 3 clusters Score -8144818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -8144816.000000 Penalty: 3625.465332
	Iteration 36Q: 3 clusters Score -8144816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -8144810.500000 Penalty: 3625.465332
	Iteration 37Q: 3 clusters Score -8144810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62788 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -8144820.000000 Penalty: 3625.465332
	Iteration 38Q: 3 clusters Score -8144820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -8144819.000000 Penalty: 3625.465332
	Iteration 39Q: 3 clusters Score -8144819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -8144846.000000 Penalty: 3625.465332
	Iteration 40F: 3 clusters Score -8144846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -8144872.000000 Penalty: 3625.465332
	Iteration 41Q: 3 clusters Score -8144872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -8144876.500000 Penalty: 3625.465332
	Iteration 42Q: 3 clusters Score -8144876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -8144878.500000 Penalty: 3625.465332
	Iteration 43Q: 3 clusters Score -8144878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -8144884.000000 Penalty: 3625.465332
	Iteration 44Q: 3 clusters Score -8144884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -8144886.500000 Penalty: 3625.465332
	Iteration 45Q: 3 clusters Score -8144886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -8144887.000000 Penalty: 3625.465332
	Iteration 46Q: 3 clusters Score -8144887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -8144883.000000 Penalty: 3625.465332
	Iteration 47Q: 3 clusters Score -8144883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -8144883.000000 Penalty: 3625.465332
	Iteration 48Q: 3 clusters Score -8144883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -8144885.500000 Penalty: 3625.465332
	Iteration 49Q: 3 clusters Score -8144886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -8144896.500000 Penalty: 3625.465332
	Iteration 50Q: 3 clusters Score -8144896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -8144892.500000 Penalty: 3625.465332
	Iteration 51Q: 3 clusters Score -8144892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -8144890.500000 Penalty: 3625.465332
	Iteration 52Q: 3 clusters Score -8144890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -8144890.500000 Penalty: 3625.465332
	Iteration 53Q: 3 clusters Score -8144890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -8144891.500000 Penalty: 3625.465332
	Iteration 54Q: 3 clusters Score -8144892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -8144891.500000 Penalty: 3625.465332
	Iteration 55F: 3 clusters Score -8144892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (75526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75526 members 
Entering Unmasked Estep 
Score: -8793011.000000 Penalty: 1825.237671
	Iteration 0F: 2 clusters Score -8793011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -8743048.000000 Penalty: 3650.475342
	Iteration 0F: 3 clusters Score -8743048 nChanged 35978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -8763323.000000 Penalty: 3650.475342
	Iteration 1F: 3 clusters Score -8763323 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -8763714.000000 Penalty: 3650.475342
	Iteration 2Q: 3 clusters Score -8763714 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -8764124.000000 Penalty: 3650.475342
	Iteration 3Q: 3 clusters Score -8764124 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -8764584.000000 Penalty: 3650.475342
	Iteration 4Q: 3 clusters Score -8764584 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -8765081.000000 Penalty: 3650.475342
	Iteration 5Q: 3 clusters Score -8765081 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -8765696.000000 Penalty: 3650.475342
	Iteration 6Q: 3 clusters Score -8765696 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -8766457.000000 Penalty: 3650.475342
	Iteration 7Q: 3 clusters Score -8766457 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -8767669.000000 Penalty: 3650.475342
	Iteration 8Q: 3 clusters Score -8767669 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -8769578.000000 Penalty: 3650.475342
	Iteration 9F: 3 clusters Score -8769578 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -8772534.000000 Penalty: 3650.475342
	Iteration 10F: 3 clusters Score -8772534 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -8776450.000000 Penalty: 3650.475342
	Iteration 11F: 3 clusters Score -8776450 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -8781145.000000 Penalty: 3650.475342
	Iteration 12F: 3 clusters Score -8781145 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -8785610.000000 Penalty: 3650.475342
	Iteration 13F: 3 clusters Score -8785610 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -8788752.000000 Penalty: 3650.475342
	Iteration 14Q: 3 clusters Score -8788752 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8790364.000000 Penalty: 3650.475342
	Iteration 15Q: 3 clusters Score -8790364 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8791009.000000 Penalty: 3650.475342
	Iteration 16Q: 3 clusters Score -8791009 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75238 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8791234.000000 Penalty: 3650.475342
	Iteration 17Q: 3 clusters Score -8791234 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8791331.000000 Penalty: 3650.475342
	Iteration 18Q: 3 clusters Score -8791331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75340 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8791384.000000 Penalty: 3650.475342
	Iteration 19Q: 3 clusters Score -8791384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8791386.000000 Penalty: 3650.475342
	Iteration 20F: 3 clusters Score -8791386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8791389.000000 Penalty: 3650.475342
	Iteration 21Q: 3 clusters Score -8791389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8791396.000000 Penalty: 3650.475342
	Iteration 22Q: 3 clusters Score -8791396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75352 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8791393.000000 Penalty: 3650.475342
	Iteration 23Q: 3 clusters Score -8791393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75354 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8791393.000000 Penalty: 3650.475342
	Iteration 24Q: 3 clusters Score -8791393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8791399.000000 Penalty: 3650.475342
	Iteration 25Q: 3 clusters Score -8791399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8791399.000000 Penalty: 3650.475342
	Iteration 26F: 3 clusters Score -8791399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (152393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152393 members 
Entering Unmasked Estep 
Score: -17688802.000000 Penalty: 1939.310547
	Iteration 0F: 2 clusters Score -1.76888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76138 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -17601590.000000 Penalty: 3878.621094
	Iteration 0F: 3 clusters Score -1.760159e+07 nChanged 73709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -17645352.000000 Penalty: 3878.621094
	Iteration 1F: 3 clusters Score -1.764535e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77017 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -17646210.000000 Penalty: 3878.621094
	Iteration 2Q: 3 clusters Score -1.764621e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 74552 members 
Entering Unmasked Estep 
Score: -17647144.000000 Penalty: 3878.621094
	Iteration 3Q: 3 clusters Score -1.764714e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -17648394.000000 Penalty: 3878.621094
	Iteration 4Q: 3 clusters Score -1.764839e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -17649616.000000 Penalty: 3878.621094
	Iteration 5Q: 3 clusters Score -1.764962e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -17650956.000000 Penalty: 3878.621094
	Iteration 6Q: 3 clusters Score -1.765096e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 66268 members 
Entering Unmasked Estep 
Score: -17652480.000000 Penalty: 3878.621094
	Iteration 7Q: 3 clusters Score -1.765248e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89811 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -17654276.000000 Penalty: 3878.621094
	Iteration 8Q: 3 clusters Score -1.765428e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93929 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -17656114.000000 Penalty: 3878.621094
	Iteration 9Q: 3 clusters Score -1.765611e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -17658304.000000 Penalty: 3878.621094
	Iteration 10Q: 3 clusters Score -1.76583e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101047 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -17661462.000000 Penalty: 3878.621094
	Iteration 11Q: 3 clusters Score -1.766146e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102969 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -17665906.000000 Penalty: 3878.621094
	Iteration 12Q: 3 clusters Score -1.766591e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103060 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -17671066.000000 Penalty: 3878.621094
	Iteration 13F: 3 clusters Score -1.767107e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101973 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -17674338.000000 Penalty: 3878.621094
	Iteration 14Q: 3 clusters Score -1.767434e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100861 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -17675494.000000 Penalty: 3878.621094
	Iteration 15Q: 3 clusters Score -1.767549e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -17676048.000000 Penalty: 3878.621094
	Iteration 16Q: 3 clusters Score -1.767605e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98598 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -17676398.000000 Penalty: 3878.621094
	Iteration 17Q: 3 clusters Score -1.76764e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97251 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -17677022.000000 Penalty: 3878.621094
	Iteration 18Q: 3 clusters Score -1.767702e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95773 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -17677664.000000 Penalty: 3878.621094
	Iteration 19Q: 3 clusters Score -1.767766e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94325 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -17678348.000000 Penalty: 3878.621094
	Iteration 20F: 3 clusters Score -1.767835e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92819 members 
Mstep: Class 2 contains 59574 members 
Entering Unmasked Estep 
Score: -17679376.000000 Penalty: 3878.621094
	Iteration 21Q: 3 clusters Score -1.767938e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91337 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -17680450.000000 Penalty: 3878.621094
	Iteration 22Q: 3 clusters Score -1.768045e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -17681802.000000 Penalty: 3878.621094
	Iteration 23Q: 3 clusters Score -1.76818e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88566 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -17683498.000000 Penalty: 3878.621094
	Iteration 24Q: 3 clusters Score -1.76835e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87245 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -17685648.000000 Penalty: 3878.621094
	Iteration 25Q: 3 clusters Score -1.768565e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85972 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -17688024.000000 Penalty: 3878.621094
	Iteration 26Q: 3 clusters Score -1.768802e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 67538 members 
Entering Unmasked Estep 
Score: -17690308.000000 Penalty: 3878.621094
	Iteration 27Q: 3 clusters Score -1.769031e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84085 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -17692376.000000 Penalty: 3878.621094
	Iteration 28Q: 3 clusters Score -1.769238e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83715 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -17693872.000000 Penalty: 3878.621094
	Iteration 29Q: 3 clusters Score -1.769387e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83742 members 
Mstep: Class 2 contains 68651 members 
Entering Unmasked Estep 
Score: -17694834.000000 Penalty: 3878.621094
	Iteration 30Q: 3 clusters Score -1.769483e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83945 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -17695660.000000 Penalty: 3878.621094
	Iteration 31Q: 3 clusters Score -1.769566e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84251 members 
Mstep: Class 2 contains 68142 members 
Entering Unmasked Estep 
Score: -17696152.000000 Penalty: 3878.621094
	Iteration 32Q: 3 clusters Score -1.769615e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -17696504.000000 Penalty: 3878.621094
	Iteration 33Q: 3 clusters Score -1.76965e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85008 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -17696716.000000 Penalty: 3878.621094
	Iteration 34Q: 3 clusters Score -1.769672e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85415 members 
Mstep: Class 2 contains 66978 members 
Entering Unmasked Estep 
Score: -17696850.000000 Penalty: 3878.621094
	Iteration 35Q: 3 clusters Score -1.769685e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85839 members 
Mstep: Class 2 contains 66554 members 
Entering Unmasked Estep 
Score: -17696934.000000 Penalty: 3878.621094
	Iteration 36Q: 3 clusters Score -1.769693e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86281 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -17697022.000000 Penalty: 3878.621094
	Iteration 37Q: 3 clusters Score -1.769702e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -17697090.000000 Penalty: 3878.621094
	Iteration 38Q: 3 clusters Score -1.769709e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87107 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -17697098.000000 Penalty: 3878.621094
	Iteration 39Q: 3 clusters Score -1.76971e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -17697314.000000 Penalty: 3878.621094
	Iteration 40F: 3 clusters Score -1.769731e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87676 members 
Mstep: Class 2 contains 64717 members 
Entering Unmasked Estep 
Score: -17697448.000000 Penalty: 3878.621094
	Iteration 41Q: 3 clusters Score -1.769745e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87888 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -17697456.000000 Penalty: 3878.621094
	Iteration 42Q: 3 clusters Score -1.769746e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88144 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -17697514.000000 Penalty: 3878.621094
	Iteration 43Q: 3 clusters Score -1.769751e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88371 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -17697508.000000 Penalty: 3878.621094
	Iteration 44Q: 3 clusters Score -1.769751e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88536 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -17697526.000000 Penalty: 3878.621094
	Iteration 45Q: 3 clusters Score -1.769753e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88726 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -17697552.000000 Penalty: 3878.621094
	Iteration 46Q: 3 clusters Score -1.769755e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 63508 members 
Entering Unmasked Estep 
Score: -17697546.000000 Penalty: 3878.621094
	Iteration 47Q: 3 clusters Score -1.769755e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -17697530.000000 Penalty: 3878.621094
	Iteration 48Q: 3 clusters Score -1.769753e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -17697512.000000 Penalty: 3878.621094
	Iteration 49Q: 3 clusters Score -1.769751e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89165 members 
Mstep: Class 2 contains 63228 members 
Entering Unmasked Estep 
Score: -17697510.000000 Penalty: 3878.621094
	Iteration 50Q: 3 clusters Score -1.769751e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -17697502.000000 Penalty: 3878.621094
	Iteration 51Q: 3 clusters Score -1.76975e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89360 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -17697478.000000 Penalty: 3878.621094
	Iteration 52Q: 3 clusters Score -1.769748e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89451 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -17697462.000000 Penalty: 3878.621094
	Iteration 53Q: 3 clusters Score -1.769746e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -17697468.000000 Penalty: 3878.621094
	Iteration 54Q: 3 clusters Score -1.769747e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
Score: -17697442.000000 Penalty: 3878.621094
	Iteration 55Q: 3 clusters Score -1.769744e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89709 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -17697430.000000 Penalty: 3878.621094
	Iteration 56Q: 3 clusters Score -1.769743e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -17697408.000000 Penalty: 3878.621094
	Iteration 57Q: 3 clusters Score -1.769741e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -17697374.000000 Penalty: 3878.621094
	Iteration 58Q: 3 clusters Score -1.769737e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -17697372.000000 Penalty: 3878.621094
	Iteration 59Q: 3 clusters Score -1.769737e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89921 members 
Mstep: Class 2 contains 62472 members 
Entering Unmasked Estep 
Score: -17697366.000000 Penalty: 3878.621094
	Iteration 60F: 3 clusters Score -1.769737e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89954 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -17697364.000000 Penalty: 3878.621094
	Iteration 61Q: 3 clusters Score -1.769736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 62430 members 
Entering Unmasked Estep 
Score: -17697368.000000 Penalty: 3878.621094
	Iteration 62Q: 3 clusters Score -1.769737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89975 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -17697350.000000 Penalty: 3878.621094
	Iteration 63Q: 3 clusters Score -1.769735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -17697362.000000 Penalty: 3878.621094
	Iteration 64Q: 3 clusters Score -1.769736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89981 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -17697362.000000 Penalty: 3878.621094
	Iteration 65Q: 3 clusters Score -1.769736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89981 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
Score: -17697362.000000 Penalty: 3878.621094
	Iteration 66F: 3 clusters Score -1.769736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14875 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15251 members 
Mstep: Class 8 contains 84471 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47148 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6035 members 
Mstep: Class 14 contains 145000 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4081 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7883 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145568 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5449 members 
Mstep: Class 24 contains 3808 members 
Mstep: Class 25 contains 12221 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 69932 members 
Mstep: Class 28 contains 75526 members 
Mstep: Class 29 contains 89981 members 
Mstep: Class 30 contains 62412 members 
Entering Unmasked Estep 
Score: -102089408.000000 Penalty: 66894.945312
Splitting cluster 29 changes total score from -102080736.000000 to -102089408.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14875 members 
Mstep: Class 6 contains 18080 members 
Mstep: Class 7 contains 15251 members 
Mstep: Class 8 contains 84471 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 47148 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6035 members 
Mstep: Class 14 contains 145000 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4081 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7883 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145568 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5449 members 
Mstep: Class 24 contains 3808 members 
Mstep: Class 25 contains 12221 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 69932 members 
Mstep: Class 28 contains 75526 members 
Mstep: Class 29 contains 89981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090680.000000 Penalty: 66894.945312
Iteration 479Q: 31 clusters Score -1.020907e+08 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14871 members 
Mstep: Class 6 contains 18079 members 
Mstep: Class 7 contains 15398 members 
Mstep: Class 8 contains 84847 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 47151 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6033 members 
Mstep: Class 14 contains 145004 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4028 members 
Mstep: Class 17 contains 7314 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 7901 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145568 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5509 members 
Mstep: Class 24 contains 3868 members 
Mstep: Class 25 contains 12207 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 69579 members 
Mstep: Class 28 contains 75788 members 
Mstep: Class 29 contains 90006 members 
Mstep: Class 30 contains 61865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091744.000000 Penalty: 66894.945312
Iteration 480F: 31 clusters Score -1.020917e+08 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14863 members 
Mstep: Class 6 contains 18076 members 
Mstep: Class 7 contains 15284 members 
Mstep: Class 8 contains 84738 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47137 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6030 members 
Mstep: Class 14 contains 144984 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 3964 members 
Mstep: Class 17 contains 7329 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7920 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145569 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5450 members 
Mstep: Class 24 contains 3879 members 
Mstep: Class 25 contains 12196 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 69203 members 
Mstep: Class 28 contains 74726 members 
Mstep: Class 29 contains 90127 members 
Mstep: Class 30 contains 63544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102092760.000000 Penalty: 66894.945312
Iteration 481Q: 31 clusters Score -1.020928e+08 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14861 members 
Mstep: Class 6 contains 18076 members 
Mstep: Class 7 contains 15228 members 
Mstep: Class 8 contains 84645 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47132 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 144976 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 3929 members 
Mstep: Class 17 contains 7344 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7945 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145572 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5427 members 
Mstep: Class 24 contains 3888 members 
Mstep: Class 25 contains 12197 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 68848 members 
Mstep: Class 28 contains 73772 members 
Mstep: Class 29 contains 90462 members 
Mstep: Class 30 contains 64689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093224.000000 Penalty: 66894.945312
Iteration 482Q: 31 clusters Score -1.020932e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14865 members 
Mstep: Class 6 contains 18076 members 
Mstep: Class 7 contains 15188 members 
Mstep: Class 8 contains 84571 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47128 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6026 members 
Mstep: Class 14 contains 144978 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 3898 members 
Mstep: Class 17 contains 7370 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 7965 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145570 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5416 members 
Mstep: Class 24 contains 3889 members 
Mstep: Class 25 contains 12192 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 68452 members 
Mstep: Class 28 contains 72907 members 
Mstep: Class 29 contains 90756 members 
Mstep: Class 30 contains 65771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093624.000000 Penalty: 66894.945312
Iteration 483Q: 31 clusters Score -1.020936e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15177 members 
Mstep: Class 8 contains 84535 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47124 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 144982 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 7384 members 
Mstep: Class 18 contains 10487 members 
Mstep: Class 19 contains 7983 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145569 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5403 members 
Mstep: Class 24 contains 3888 members 
Mstep: Class 25 contains 12188 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 68043 members 
Mstep: Class 28 contains 72144 members 
Mstep: Class 29 contains 91042 members 
Mstep: Class 30 contains 66704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094200.000000 Penalty: 66894.945312
Iteration 484Q: 31 clusters Score -1.020942e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14864 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15157 members 
Mstep: Class 8 contains 84505 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47126 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6026 members 
Mstep: Class 14 contains 144986 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 3870 members 
Mstep: Class 17 contains 7400 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 8014 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145572 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5395 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 12184 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 67583 members 
Mstep: Class 28 contains 71462 members 
Mstep: Class 29 contains 91352 members 
Mstep: Class 30 contains 67555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094696.000000 Penalty: 66894.945312
Iteration 485Q: 31 clusters Score -1.020947e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14864 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15129 members 
Mstep: Class 8 contains 84486 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47127 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 144990 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 3864 members 
Mstep: Class 17 contains 7431 members 
Mstep: Class 18 contains 10490 members 
Mstep: Class 19 contains 8044 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145572 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5388 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 12175 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 67149 members 
Mstep: Class 28 contains 70854 members 
Mstep: Class 29 contains 91600 members 
Mstep: Class 30 contains 68359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094976.000000 Penalty: 66894.945312
Iteration 486Q: 31 clusters Score -1.02095e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15103 members 
Mstep: Class 8 contains 84475 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47128 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 14 contains 144989 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 7465 members 
Mstep: Class 18 contains 10491 members 
Mstep: Class 19 contains 8067 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145570 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5377 members 
Mstep: Class 24 contains 3889 members 
Mstep: Class 25 contains 12172 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 66698 members 
Mstep: Class 28 contains 70333 members 
Mstep: Class 29 contains 91851 members 
Mstep: Class 30 contains 69075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095304.000000 Penalty: 66894.945312
Iteration 487Q: 31 clusters Score -1.020953e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15102 members 
Mstep: Class 8 contains 84458 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 47128 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6015 members 
Mstep: Class 14 contains 144991 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 7503 members 
Mstep: Class 18 contains 10491 members 
Mstep: Class 19 contains 8093 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145569 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5371 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 12160 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 66245 members 
Mstep: Class 28 contains 69879 members 
Mstep: Class 29 contains 92063 members 
Mstep: Class 30 contains 69737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095296.000000 Penalty: 66894.945312
Iteration 488Q: 31 clusters Score -1.020953e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15098 members 
Mstep: Class 8 contains 84449 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 47128 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6013 members 
Mstep: Class 14 contains 144993 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 7553 members 
Mstep: Class 18 contains 10490 members 
Mstep: Class 19 contains 8118 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 145567 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5368 members 
Mstep: Class 24 contains 3892 members 
Mstep: Class 25 contains 12137 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 65748 members 
Mstep: Class 28 contains 69333 members 
Mstep: Class 29 contains 92421 members 
Mstep: Class 30 contains 70381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095208.000000 Penalty: 66894.945312
Iteration 489Q: 31 clusters Score -1.020952e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14871 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15084 members 
Mstep: Class 8 contains 84442 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 47126 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6008 members 
Mstep: Class 14 contains 144994 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 10490 members 
Mstep: Class 19 contains 8135 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145565 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5363 members 
Mstep: Class 24 contains 3886 members 
Mstep: Class 25 contains 12119 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 65222 members 
Mstep: Class 28 contains 68818 members 
Mstep: Class 29 contains 92868 members 
Mstep: Class 30 contains 70927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095360.000000 Penalty: 66894.945312
Iteration 490Q: 31 clusters Score -1.020954e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14872 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15082 members 
Mstep: Class 8 contains 84424 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 47126 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 144993 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 3934 members 
Mstep: Class 17 contains 7641 members 
Mstep: Class 18 contains 10490 members 
Mstep: Class 19 contains 8149 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145565 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5360 members 
Mstep: Class 24 contains 3886 members 
Mstep: Class 25 contains 12104 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 64695 members 
Mstep: Class 28 contains 68241 members 
Mstep: Class 29 contains 93371 members 
Mstep: Class 30 contains 71496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095096.000000 Penalty: 66894.945312
Iteration 491Q: 31 clusters Score -1.020951e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14870 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15075 members 
Mstep: Class 8 contains 84424 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 47129 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6004 members 
Mstep: Class 14 contains 144989 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 3947 members 
Mstep: Class 17 contains 7661 members 
Mstep: Class 18 contains 10490 members 
Mstep: Class 19 contains 8160 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145564 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5359 members 
Mstep: Class 24 contains 3887 members 
Mstep: Class 25 contains 12091 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 64162 members 
Mstep: Class 28 contains 67584 members 
Mstep: Class 29 contains 93911 members 
Mstep: Class 30 contains 72128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094896.000000 Penalty: 66894.945312
Iteration 492Q: 31 clusters Score -1.020949e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14871 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15065 members 
Mstep: Class 8 contains 84414 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 47131 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 6003 members 
Mstep: Class 14 contains 144989 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 3959 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 10491 members 
Mstep: Class 19 contains 8170 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145562 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5358 members 
Mstep: Class 24 contains 3888 members 
Mstep: Class 25 contains 12072 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 63525 members 
Mstep: Class 28 contains 66811 members 
Mstep: Class 29 contains 94607 members 
Mstep: Class 30 contains 72831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094872.000000 Penalty: 66894.945312
Iteration 493Q: 31 clusters Score -1.020949e+08 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14872 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15054 members 
Mstep: Class 8 contains 84415 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 47130 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 5999 members 
Mstep: Class 14 contains 144984 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 3978 members 
Mstep: Class 17 contains 7721 members 
Mstep: Class 18 contains 10493 members 
Mstep: Class 19 contains 8177 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145561 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5353 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 12050 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 62782 members 
Mstep: Class 28 contains 65860 members 
Mstep: Class 29 contains 95445 members 
Mstep: Class 30 contains 73670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094856.000000 Penalty: 66894.945312
Iteration 494Q: 31 clusters Score -1.020949e+08 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14870 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15059 members 
Mstep: Class 8 contains 84433 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 47131 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 5995 members 
Mstep: Class 14 contains 144981 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 3986 members 
Mstep: Class 17 contains 7750 members 
Mstep: Class 18 contains 10494 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145563 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 3892 members 
Mstep: Class 25 contains 12038 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 62024 members 
Mstep: Class 28 contains 64673 members 
Mstep: Class 29 contains 96413 members 
Mstep: Class 30 contains 74595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094600.000000 Penalty: 66894.945312
Iteration 495Q: 31 clusters Score -1.020946e+08 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15047 members 
Mstep: Class 8 contains 84447 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 47131 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 5992 members 
Mstep: Class 14 contains 144982 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4002 members 
Mstep: Class 17 contains 7777 members 
Mstep: Class 18 contains 10493 members 
Mstep: Class 19 contains 8195 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145562 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5353 members 
Mstep: Class 24 contains 3887 members 
Mstep: Class 25 contains 12027 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 61280 members 
Mstep: Class 28 contains 63183 members 
Mstep: Class 29 contains 97625 members 
Mstep: Class 30 contains 75588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093920.000000 Penalty: 66894.945312
Iteration 496Q: 31 clusters Score -1.020939e+08 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14865 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15032 members 
Mstep: Class 8 contains 84451 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 47134 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 5991 members 
Mstep: Class 14 contains 144981 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4014 members 
Mstep: Class 17 contains 7813 members 
Mstep: Class 18 contains 10493 members 
Mstep: Class 19 contains 8203 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145562 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5357 members 
Mstep: Class 24 contains 3887 members 
Mstep: Class 25 contains 12012 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 60498 members 
Mstep: Class 28 contains 61469 members 
Mstep: Class 29 contains 99004 members 
Mstep: Class 30 contains 76671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093760.000000 Penalty: 66894.945312
Iteration 497Q: 31 clusters Score -1.020938e+08 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14865 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 15031 members 
Mstep: Class 8 contains 84455 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 47135 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 5990 members 
Mstep: Class 14 contains 144980 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4014 members 
Mstep: Class 17 contains 7855 members 
Mstep: Class 18 contains 10492 members 
Mstep: Class 19 contains 8207 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145562 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5372 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 11998 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 59679 members 
Mstep: Class 28 contains 59502 members 
Mstep: Class 29 contains 100576 members 
Mstep: Class 30 contains 77829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093648.000000 Penalty: 66894.945312
Iteration 498Q: 31 clusters Score -1.020936e+08 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 84454 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 47137 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 5991 members 
Mstep: Class 14 contains 144981 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4015 members 
Mstep: Class 17 contains 7892 members 
Mstep: Class 18 contains 10491 members 
Mstep: Class 19 contains 8214 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145564 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5380 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 11990 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 58889 members 
Mstep: Class 28 contains 57322 members 
Mstep: Class 29 contains 102341 members 
Mstep: Class 30 contains 78977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093208.000000 Penalty: 66894.945312
Iteration 499Q: 31 clusters Score -1.020932e+08 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 14861 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 15063 members 
Mstep: Class 8 contains 84460 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 47138 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 5989 members 
Mstep: Class 14 contains 144989 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 4020 members 
Mstep: Class 17 contains 7928 members 
Mstep: Class 18 contains 10489 members 
Mstep: Class 19 contains 8215 members 
Mstep: Class 20 contains 12594 members 
Mstep: Class 21 contains 145564 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 5385 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 11978 members 
Mstep: Class 26 contains 10715 members 
Mstep: Class 27 contains 58199 members 
Mstep: Class 28 contains 54974 members 
Mstep: Class 29 contains 104274 members 
Mstep: Class 30 contains 80014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102093400.000000 Penalty: 66894.945312
Iteration 500F: 31 clusters Score -1.020934e+08 nChanged 4444
Maximum iterations exceeded
--- Evaluating fit on full set of 2732297 points ---
Entering Unmasked Estep 
Score: -305409344.000000 Penalty: 72250.679688
24->31 Clusters: Score -305409344.000000, best is -306082816.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 910765 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 37781 members 
Mstep: Class 3 contains 37846 members 
Mstep: Class 4 contains 38033 members 
Mstep: Class 5 contains 38162 members 
Mstep: Class 6 contains 38280 members 
Mstep: Class 7 contains 37907 members 
Mstep: Class 8 contains 37948 members 
Mstep: Class 9 contains 38121 members 
Mstep: Class 10 contains 37734 members 
Mstep: Class 11 contains 37963 members 
Mstep: Class 12 contains 37777 members 
Mstep: Class 13 contains 37821 members 
Mstep: Class 14 contains 38254 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 37787 members 
Mstep: Class 17 contains 37519 members 
Mstep: Class 18 contains 38100 members 
Mstep: Class 19 contains 37801 members 
Mstep: Class 20 contains 37718 members 
Mstep: Class 21 contains 38432 members 
Mstep: Class 22 contains 37598 members 
Mstep: Class 23 contains 38406 members 
Mstep: Class 24 contains 37704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 464.219513 but Gain 2229.832031
Score: -98328200.000000 Penalty: 51286.125000
Iteration 0F: 24 clusters Score -9.83282e+07 nChanged 870196
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 23641 members 
Mstep: Class 3 contains 20734 members 
Mstep: Class 4 contains 62220 members 
Mstep: Class 5 contains 91467 members 
Mstep: Class 6 contains 30664 members 
Mstep: Class 7 contains 60479 members 
Mstep: Class 8 contains 103315 members 
Mstep: Class 10 contains 45305 members 
Mstep: Class 11 contains 17272 members 
Mstep: Class 12 contains 34829 members 
Mstep: Class 13 contains 50387 members 
Mstep: Class 14 contains 20026 members 
Mstep: Class 15 contains 36105 members 
Mstep: Class 16 contains 15617 members 
Mstep: Class 17 contains 28881 members 
Mstep: Class 18 contains 22153 members 
Mstep: Class 19 contains 20140 members 
Mstep: Class 20 contains 17133 members 
Mstep: Class 21 contains 71890 members 
Mstep: Class 22 contains 11141 members 
Mstep: Class 23 contains 78856 members 
Mstep: Class 24 contains 14045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100514624.000000 Penalty: 51286.125000
Iteration 1F: 24 clusters Score -1.005146e+08 nChanged 331419
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 19096 members 
Mstep: Class 3 contains 12457 members 
Mstep: Class 4 contains 55302 members 
Mstep: Class 5 contains 116210 members 
Mstep: Class 6 contains 22021 members 
Mstep: Class 7 contains 87307 members 
Mstep: Class 8 contains 126918 members 
Mstep: Class 10 contains 37363 members 
Mstep: Class 11 contains 7581 members 
Mstep: Class 12 contains 30023 members 
Mstep: Class 13 contains 43786 members 
Mstep: Class 14 contains 14055 members 
Mstep: Class 15 contains 36532 members 
Mstep: Class 16 contains 9849 members 
Mstep: Class 17 contains 26193 members 
Mstep: Class 18 contains 14707 members 
Mstep: Class 19 contains 13018 members 
Mstep: Class 20 contains 10190 members 
Mstep: Class 21 contains 87480 members 
Mstep: Class 22 contains 4357 members 
Mstep: Class 23 contains 94975 members 
Mstep: Class 24 contains 8367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1981.763184 but Gain 2229.832031
Score: -100950760.000000 Penalty: 49056.292969
Iteration 2F: 23 clusters Score -1.009508e+08 nChanged 224997
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 13525 members 
Mstep: Class 3 contains 6799 members 
Mstep: Class 4 contains 60631 members 
Mstep: Class 5 contains 129229 members 
Mstep: Class 6 contains 13386 members 
Mstep: Class 7 contains 105455 members 
Mstep: Class 8 contains 155281 members 
Mstep: Class 10 contains 33338 members 
Mstep: Class 11 contains 3456 members 
Mstep: Class 12 contains 28869 members 
Mstep: Class 13 contains 32297 members 
Mstep: Class 14 contains 8446 members 
Mstep: Class 15 contains 30974 members 
Mstep: Class 16 contains 6910 members 
Mstep: Class 17 contains 31860 members 
Mstep: Class 18 contains 9601 members 
Mstep: Class 19 contains 6951 members 
Mstep: Class 20 contains 5765 members 
Mstep: Class 21 contains 93489 members 
Mstep: Class 23 contains 103314 members 
Mstep: Class 24 contains 4316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1361.103394 but Gain 2229.832031
Score: -101207432.000000 Penalty: 46826.460938
Iteration 3F: 22 clusters Score -1.012074e+08 nChanged 183644
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 8688 members 
Mstep: Class 3 contains 4273 members 
Mstep: Class 4 contains 81843 members 
Mstep: Class 5 contains 129464 members 
Mstep: Class 6 contains 7112 members 
Mstep: Class 7 contains 128891 members 
Mstep: Class 8 contains 178798 members 
Mstep: Class 10 contains 26555 members 
Mstep: Class 12 contains 26822 members 
Mstep: Class 13 contains 20729 members 
Mstep: Class 14 contains 4663 members 
Mstep: Class 15 contains 24012 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 37830 members 
Mstep: Class 18 contains 6905 members 
Mstep: Class 19 contains 3296 members 
Mstep: Class 20 contains 2808 members 
Mstep: Class 21 contains 89198 members 
Mstep: Class 23 contains 99987 members 
Mstep: Class 24 contains 2074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1058.853394 but Gain 2229.832031
Score: -101404976.000000 Penalty: 44596.628906
Iteration 4F: 21 clusters Score -1.01405e+08 nChanged 169514
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 5561 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 122260 members 
Mstep: Class 5 contains 115808 members 
Mstep: Class 6 contains 3611 members 
Mstep: Class 7 contains 161325 members 
Mstep: Class 8 contains 182529 members 
Mstep: Class 10 contains 16576 members 
Mstep: Class 12 contains 25284 members 
Mstep: Class 13 contains 11196 members 
Mstep: Class 14 contains 2541 members 
Mstep: Class 15 contains 17639 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 39244 members 
Mstep: Class 18 contains 6351 members 
Mstep: Class 19 contains 1669 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 79288 members 
Mstep: Class 23 contains 90814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 704.886902 but Gain 2229.828125
Score: -101577440.000000 Penalty: 42366.800781
Iteration 5F: 20 clusters Score -1.015774e+08 nChanged 150812
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 3448 members 
Mstep: Class 3 contains 3673 members 
Mstep: Class 4 contains 164483 members 
Mstep: Class 5 contains 100022 members 
Mstep: Class 6 contains 1978 members 
Mstep: Class 7 contains 198908 members 
Mstep: Class 8 contains 164633 members 
Mstep: Class 10 contains 9678 members 
Mstep: Class 12 contains 25279 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 1327 members 
Mstep: Class 15 contains 11776 members 
Mstep: Class 16 contains 12232 members 
Mstep: Class 17 contains 37705 members 
Mstep: Class 18 contains 6725 members 
Mstep: Class 19 contains 1053 members 
Mstep: Class 21 contains 68707 members 
Mstep: Class 23 contains 82728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 818.885376 but Gain 2229.832031
Score: -101679768.000000 Penalty: 40136.968750
Iteration 6F: 19 clusters Score -1.016798e+08 nChanged 111180
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2271 members 
Mstep: Class 3 contains 3783 members 
Mstep: Class 4 contains 196039 members 
Mstep: Class 5 contains 92107 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 216753 members 
Mstep: Class 8 contains 141994 members 
Mstep: Class 10 contains 6596 members 
Mstep: Class 12 contains 26061 members 
Mstep: Class 13 contains 2436 members 
Mstep: Class 15 contains 7514 members 
Mstep: Class 16 contains 15709 members 
Mstep: Class 17 contains 34967 members 
Mstep: Class 18 contains 7106 members 
Mstep: Class 19 contains 701 members 
Mstep: Class 21 contains 61470 members 
Mstep: Class 23 contains 85931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 631.012634 but Gain 2229.832031
Score: -101740512.000000 Penalty: 37907.136719
Iteration 7F: 18 clusters Score -1.017405e+08 nChanged 82767
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1606 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 214653 members 
Mstep: Class 5 contains 88842 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 218450 members 
Mstep: Class 8 contains 122821 members 
Mstep: Class 10 contains 5674 members 
Mstep: Class 12 contains 27439 members 
Mstep: Class 13 contains 1240 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 18344 members 
Mstep: Class 17 contains 33039 members 
Mstep: Class 18 contains 7299 members 
Mstep: Class 21 contains 58089 members 
Mstep: Class 23 contains 97824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 795.546204 but Gain 2229.832031
Score: -101773216.000000 Penalty: 35677.304688
Iteration 8F: 17 clusters Score -1.017732e+08 nChanged 64703
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 222266 members 
Mstep: Class 5 contains 87591 members 
Mstep: Class 6 contains 785 members 
Mstep: Class 7 contains 212164 members 
Mstep: Class 8 contains 108631 members 
Mstep: Class 10 contains 5722 members 
Mstep: Class 12 contains 28920 members 
Mstep: Class 15 contains 3271 members 
Mstep: Class 16 contains 20418 members 
Mstep: Class 17 contains 32561 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 21 contains 57085 members 
Mstep: Class 23 contains 114304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 910.493591 but Gain 2229.832031
Score: -101802592.000000 Penalty: 33447.472656
Iteration 9F: 16 clusters Score -1.018026e+08 nChanged 53226
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 224152 members 
Mstep: Class 5 contains 87417 members 
Mstep: Class 7 contains 202518 members 
Mstep: Class 8 contains 97771 members 
Mstep: Class 10 contains 6449 members 
Mstep: Class 12 contains 30255 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 22144 members 
Mstep: Class 17 contains 32743 members 
Mstep: Class 18 contains 7546 members 
Mstep: Class 21 contains 56820 members 
Mstep: Class 23 contains 131864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 918.388855 but Gain 2229.832031
Score: -101832752.000000 Penalty: 31217.640625
Iteration 10F: 15 clusters Score -1.018328e+08 nChanged 45365
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 3 contains 4725 members 
Mstep: Class 4 contains 223551 members 
Mstep: Class 5 contains 87617 members 
Mstep: Class 7 contains 194052 members 
Mstep: Class 8 contains 88974 members 
Mstep: Class 10 contains 7608 members 
Mstep: Class 12 contains 31453 members 
Mstep: Class 15 contains 2230 members 
Mstep: Class 16 contains 23595 members 
Mstep: Class 17 contains 33259 members 
Mstep: Class 18 contains 7635 members 
Mstep: Class 21 contains 56763 members 
Mstep: Class 23 contains 146934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1826.653931 but Gain 2229.830078
Score: -101861392.000000 Penalty: 28987.810547
Iteration 11Q: 14 clusters Score -1.018614e+08 nChanged 41656
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 4816 members 
Mstep: Class 4 contains 221507 members 
Mstep: Class 5 contains 87741 members 
Mstep: Class 7 contains 184995 members 
Mstep: Class 8 contains 81543 members 
Mstep: Class 10 contains 9183 members 
Mstep: Class 12 contains 32631 members 
Mstep: Class 15 contains 2236 members 
Mstep: Class 16 contains 24738 members 
Mstep: Class 17 contains 34077 members 
Mstep: Class 18 contains 7649 members 
Mstep: Class 21 contains 56780 members 
Mstep: Class 23 contains 162836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101884120.000000 Penalty: 28987.810547
Iteration 12Q: 14 clusters Score -1.018841e+08 nChanged 38743
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 4866 members 
Mstep: Class 4 contains 218207 members 
Mstep: Class 5 contains 87640 members 
Mstep: Class 7 contains 171665 members 
Mstep: Class 8 contains 75975 members 
Mstep: Class 10 contains 10803 members 
Mstep: Class 12 contains 33722 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 25505 members 
Mstep: Class 17 contains 35256 members 
Mstep: Class 18 contains 7512 members 
Mstep: Class 21 contains 56711 members 
Mstep: Class 23 contains 180389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101897640.000000 Penalty: 28987.810547
Iteration 13Q: 14 clusters Score -1.018976e+08 nChanged 32681
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 4896 members 
Mstep: Class 4 contains 213727 members 
Mstep: Class 5 contains 87866 members 
Mstep: Class 7 contains 163674 members 
Mstep: Class 8 contains 73169 members 
Mstep: Class 10 contains 12351 members 
Mstep: Class 12 contains 34804 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 26012 members 
Mstep: Class 17 contains 36548 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 21 contains 56487 members 
Mstep: Class 23 contains 190920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101905968.000000 Penalty: 28987.810547
Iteration 14Q: 14 clusters Score -1.01906e+08 nChanged 26904
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 4921 members 
Mstep: Class 4 contains 208444 members 
Mstep: Class 5 contains 88727 members 
Mstep: Class 7 contains 162167 members 
Mstep: Class 8 contains 72570 members 
Mstep: Class 10 contains 13850 members 
Mstep: Class 12 contains 35842 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 26341 members 
Mstep: Class 17 contains 37884 members 
Mstep: Class 18 contains 7099 members 
Mstep: Class 21 contains 56229 members 
Mstep: Class 23 contains 193181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101917936.000000 Penalty: 28987.810547
Iteration 15Q: 14 clusters Score -1.019179e+08 nChanged 23369
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 4953 members 
Mstep: Class 4 contains 202668 members 
Mstep: Class 5 contains 90302 members 
Mstep: Class 7 contains 163626 members 
Mstep: Class 8 contains 73307 members 
Mstep: Class 10 contains 15061 members 
Mstep: Class 12 contains 36747 members 
Mstep: Class 15 contains 4009 members 
Mstep: Class 16 contains 26514 members 
Mstep: Class 17 contains 39260 members 
Mstep: Class 18 contains 6864 members 
Mstep: Class 21 contains 55894 members 
Mstep: Class 23 contains 191527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101928416.000000 Penalty: 28987.810547
Iteration 16Q: 14 clusters Score -1.019284e+08 nChanged 20639
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 4978 members 
Mstep: Class 4 contains 196815 members 
Mstep: Class 5 contains 92145 members 
Mstep: Class 7 contains 165268 members 
Mstep: Class 8 contains 74908 members 
Mstep: Class 10 contains 15953 members 
Mstep: Class 12 contains 37683 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 26582 members 
Mstep: Class 17 contains 40398 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 21 contains 55603 members 
Mstep: Class 23 contains 189287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101938072.000000 Penalty: 28987.810547
Iteration 17Q: 14 clusters Score -1.019381e+08 nChanged 18656
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 190812 members 
Mstep: Class 5 contains 94007 members 
Mstep: Class 7 contains 166516 members 
Mstep: Class 8 contains 77079 members 
Mstep: Class 10 contains 16689 members 
Mstep: Class 12 contains 38518 members 
Mstep: Class 15 contains 4845 members 
Mstep: Class 16 contains 26640 members 
Mstep: Class 17 contains 41542 members 
Mstep: Class 18 contains 6525 members 
Mstep: Class 21 contains 55288 members 
Mstep: Class 23 contains 187259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101946104.000000 Penalty: 28987.810547
Iteration 18Q: 14 clusters Score -1.019461e+08 nChanged 16699
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 5036 members 
Mstep: Class 4 contains 185125 members 
Mstep: Class 5 contains 95793 members 
Mstep: Class 7 contains 167470 members 
Mstep: Class 8 contains 79607 members 
Mstep: Class 10 contains 17238 members 
Mstep: Class 12 contains 39282 members 
Mstep: Class 15 contains 5151 members 
Mstep: Class 16 contains 26664 members 
Mstep: Class 17 contains 42506 members 
Mstep: Class 18 contains 6375 members 
Mstep: Class 21 contains 54942 members 
Mstep: Class 23 contains 185543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101952576.000000 Penalty: 28987.810547
Iteration 19Q: 14 clusters Score -1.019526e+08 nChanged 15112
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 179926 members 
Mstep: Class 5 contains 97351 members 
Mstep: Class 7 contains 168156 members 
Mstep: Class 8 contains 82243 members 
Mstep: Class 10 contains 17660 members 
Mstep: Class 12 contains 40040 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 26616 members 
Mstep: Class 17 contains 43344 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 21 contains 54576 members 
Mstep: Class 23 contains 184167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101959072.000000 Penalty: 28987.810547
Iteration 20F: 14 clusters Score -1.019591e+08 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 5099 members 
Mstep: Class 4 contains 175374 members 
Mstep: Class 5 contains 98659 members 
Mstep: Class 7 contains 168629 members 
Mstep: Class 8 contains 84819 members 
Mstep: Class 10 contains 17953 members 
Mstep: Class 12 contains 40736 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 26507 members 
Mstep: Class 17 contains 44017 members 
Mstep: Class 18 contains 6016 members 
Mstep: Class 21 contains 54181 members 
Mstep: Class 23 contains 183135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101963984.000000 Penalty: 28987.810547
Iteration 21Q: 14 clusters Score -1.01964e+08 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 3 contains 5122 members 
Mstep: Class 4 contains 171309 members 
Mstep: Class 5 contains 99759 members 
Mstep: Class 7 contains 169308 members 
Mstep: Class 8 contains 87298 members 
Mstep: Class 10 contains 18215 members 
Mstep: Class 12 contains 41361 members 
Mstep: Class 15 contains 5788 members 
Mstep: Class 16 contains 26393 members 
Mstep: Class 17 contains 44558 members 
Mstep: Class 18 contains 5865 members 
Mstep: Class 21 contains 53787 members 
Mstep: Class 23 contains 181969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101968680.000000 Penalty: 28987.810547
Iteration 22Q: 14 clusters Score -1.019687e+08 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 168139 members 
Mstep: Class 5 contains 100650 members 
Mstep: Class 7 contains 169971 members 
Mstep: Class 8 contains 89549 members 
Mstep: Class 10 contains 18389 members 
Mstep: Class 12 contains 41903 members 
Mstep: Class 15 contains 5949 members 
Mstep: Class 16 contains 26230 members 
Mstep: Class 17 contains 44789 members 
Mstep: Class 18 contains 5694 members 
Mstep: Class 21 contains 53393 members 
Mstep: Class 23 contains 180937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101972528.000000 Penalty: 28987.810547
Iteration 23Q: 14 clusters Score -1.019725e+08 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5171 members 
Mstep: Class 4 contains 165775 members 
Mstep: Class 5 contains 101406 members 
Mstep: Class 7 contains 170566 members 
Mstep: Class 8 contains 91379 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 12 contains 42392 members 
Mstep: Class 15 contains 6106 members 
Mstep: Class 16 contains 26065 members 
Mstep: Class 17 contains 44750 members 
Mstep: Class 18 contains 5515 members 
Mstep: Class 21 contains 53052 members 
Mstep: Class 23 contains 180026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101975424.000000 Penalty: 28987.810547
Iteration 24Q: 14 clusters Score -1.019754e+08 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5192 members 
Mstep: Class 4 contains 164080 members 
Mstep: Class 5 contains 102076 members 
Mstep: Class 7 contains 171050 members 
Mstep: Class 8 contains 92820 members 
Mstep: Class 10 contains 18637 members 
Mstep: Class 12 contains 42829 members 
Mstep: Class 15 contains 6254 members 
Mstep: Class 16 contains 25895 members 
Mstep: Class 17 contains 44537 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 21 contains 52765 members 
Mstep: Class 23 contains 179299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101977000.000000 Penalty: 28987.810547
Iteration 25Q: 14 clusters Score -1.01977e+08 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5205 members 
Mstep: Class 4 contains 162950 members 
Mstep: Class 5 contains 102659 members 
Mstep: Class 7 contains 171408 members 
Mstep: Class 8 contains 93927 members 
Mstep: Class 10 contains 18715 members 
Mstep: Class 12 contains 43250 members 
Mstep: Class 15 contains 6398 members 
Mstep: Class 16 contains 25725 members 
Mstep: Class 17 contains 44134 members 
Mstep: Class 18 contains 5088 members 
Mstep: Class 21 contains 52520 members 
Mstep: Class 23 contains 178752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101978368.000000 Penalty: 28987.810547
Iteration 26Q: 14 clusters Score -1.019784e+08 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5222 members 
Mstep: Class 4 contains 162095 members 
Mstep: Class 5 contains 103171 members 
Mstep: Class 7 contains 171753 members 
Mstep: Class 8 contains 94911 members 
Mstep: Class 10 contains 18769 members 
Mstep: Class 12 contains 43631 members 
Mstep: Class 15 contains 6533 members 
Mstep: Class 16 contains 25590 members 
Mstep: Class 17 contains 43589 members 
Mstep: Class 18 contains 4900 members 
Mstep: Class 21 contains 52293 members 
Mstep: Class 23 contains 178274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101979168.000000 Penalty: 28987.810547
Iteration 27Q: 14 clusters Score -1.019792e+08 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5236 members 
Mstep: Class 4 contains 161528 members 
Mstep: Class 5 contains 103647 members 
Mstep: Class 7 contains 172024 members 
Mstep: Class 8 contains 95761 members 
Mstep: Class 10 contains 18810 members 
Mstep: Class 12 contains 43972 members 
Mstep: Class 15 contains 6670 members 
Mstep: Class 16 contains 25466 members 
Mstep: Class 17 contains 42909 members 
Mstep: Class 18 contains 4732 members 
Mstep: Class 21 contains 52106 members 
Mstep: Class 23 contains 177870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101980376.000000 Penalty: 28987.810547
Iteration 28Q: 14 clusters Score -1.019804e+08 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5247 members 
Mstep: Class 4 contains 161246 members 
Mstep: Class 5 contains 104025 members 
Mstep: Class 7 contains 172350 members 
Mstep: Class 8 contains 96522 members 
Mstep: Class 10 contains 18822 members 
Mstep: Class 12 contains 44255 members 
Mstep: Class 15 contains 6787 members 
Mstep: Class 16 contains 25355 members 
Mstep: Class 17 contains 42114 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 21 contains 51964 members 
Mstep: Class 23 contains 177471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101981216.000000 Penalty: 28987.810547
Iteration 29Q: 14 clusters Score -1.019812e+08 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5255 members 
Mstep: Class 4 contains 161241 members 
Mstep: Class 5 contains 104400 members 
Mstep: Class 7 contains 172614 members 
Mstep: Class 8 contains 97212 members 
Mstep: Class 10 contains 18823 members 
Mstep: Class 12 contains 44532 members 
Mstep: Class 15 contains 6901 members 
Mstep: Class 16 contains 25253 members 
Mstep: Class 17 contains 41115 members 
Mstep: Class 18 contains 4404 members 
Mstep: Class 21 contains 51855 members 
Mstep: Class 23 contains 177126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101982096.000000 Penalty: 28987.810547
Iteration 30Q: 14 clusters Score -1.019821e+08 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5265 members 
Mstep: Class 4 contains 161485 members 
Mstep: Class 5 contains 104746 members 
Mstep: Class 7 contains 172860 members 
Mstep: Class 8 contains 97841 members 
Mstep: Class 10 contains 18818 members 
Mstep: Class 12 contains 44744 members 
Mstep: Class 15 contains 7012 members 
Mstep: Class 16 contains 25157 members 
Mstep: Class 17 contains 39933 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 21 contains 51787 members 
Mstep: Class 23 contains 176836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101982704.000000 Penalty: 28987.810547
Iteration 31Q: 14 clusters Score -1.019827e+08 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 161905 members 
Mstep: Class 5 contains 105084 members 
Mstep: Class 7 contains 172961 members 
Mstep: Class 8 contains 98456 members 
Mstep: Class 10 contains 18839 members 
Mstep: Class 12 contains 44916 members 
Mstep: Class 15 contains 7135 members 
Mstep: Class 16 contains 25053 members 
Mstep: Class 17 contains 38624 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 21 contains 51704 members 
Mstep: Class 23 contains 176663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101983192.000000 Penalty: 28987.810547
Iteration 32Q: 14 clusters Score -1.019832e+08 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5282 members 
Mstep: Class 4 contains 162563 members 
Mstep: Class 5 contains 105382 members 
Mstep: Class 7 contains 172940 members 
Mstep: Class 8 contains 99101 members 
Mstep: Class 10 contains 18861 members 
Mstep: Class 12 contains 45034 members 
Mstep: Class 15 contains 7252 members 
Mstep: Class 16 contains 24947 members 
Mstep: Class 17 contains 37144 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 21 contains 51634 members 
Mstep: Class 23 contains 176616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101983584.000000 Penalty: 28987.810547
Iteration 33Q: 14 clusters Score -1.019836e+08 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5288 members 
Mstep: Class 4 contains 163225 members 
Mstep: Class 5 contains 105658 members 
Mstep: Class 7 contains 172926 members 
Mstep: Class 8 contains 99848 members 
Mstep: Class 10 contains 18878 members 
Mstep: Class 12 contains 45103 members 
Mstep: Class 15 contains 7363 members 
Mstep: Class 16 contains 24843 members 
Mstep: Class 17 contains 35586 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 21 contains 51565 members 
Mstep: Class 23 contains 176581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101983864.000000 Penalty: 28987.810547
Iteration 34Q: 14 clusters Score -1.019839e+08 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5297 members 
Mstep: Class 4 contains 163959 members 
Mstep: Class 5 contains 105913 members 
Mstep: Class 7 contains 172920 members 
Mstep: Class 8 contains 100656 members 
Mstep: Class 10 contains 18856 members 
Mstep: Class 12 contains 45060 members 
Mstep: Class 15 contains 7475 members 
Mstep: Class 16 contains 24766 members 
Mstep: Class 17 contains 33933 members 
Mstep: Class 18 contains 3764 members 
Mstep: Class 21 contains 51553 members 
Mstep: Class 23 contains 176579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101984248.000000 Penalty: 28987.810547
Iteration 35Q: 14 clusters Score -1.019842e+08 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 164732 members 
Mstep: Class 5 contains 106158 members 
Mstep: Class 7 contains 172933 members 
Mstep: Class 8 contains 101573 members 
Mstep: Class 10 contains 18852 members 
Mstep: Class 12 contains 44937 members 
Mstep: Class 15 contains 7578 members 
Mstep: Class 16 contains 24705 members 
Mstep: Class 17 contains 32186 members 
Mstep: Class 18 contains 3665 members 
Mstep: Class 21 contains 51541 members 
Mstep: Class 23 contains 176568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101985248.000000 Penalty: 28987.810547
Iteration 36Q: 14 clusters Score -1.019852e+08 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5311 members 
Mstep: Class 4 contains 165453 members 
Mstep: Class 5 contains 106392 members 
Mstep: Class 7 contains 173068 members 
Mstep: Class 8 contains 102641 members 
Mstep: Class 10 contains 18866 members 
Mstep: Class 12 contains 44628 members 
Mstep: Class 15 contains 7683 members 
Mstep: Class 16 contains 24677 members 
Mstep: Class 17 contains 30477 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 21 contains 51526 members 
Mstep: Class 23 contains 176421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101985808.000000 Penalty: 28987.810547
Iteration 37Q: 14 clusters Score -1.019858e+08 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 5318 members 
Mstep: Class 4 contains 166237 members 
Mstep: Class 5 contains 106618 members 
Mstep: Class 7 contains 173202 members 
Mstep: Class 8 contains 103882 members 
Mstep: Class 10 contains 18872 members 
Mstep: Class 12 contains 44142 members 
Mstep: Class 15 contains 7783 members 
Mstep: Class 16 contains 24665 members 
Mstep: Class 17 contains 28738 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 21 contains 51500 members 
Mstep: Class 23 contains 176256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101986768.000000 Penalty: 28987.810547
Iteration 38Q: 14 clusters Score -1.019868e+08 nChanged 6473
Entering ConstructFrom: 
Score: -101986768.000000 Penalty: 28987.810547
Entering ConstructFrom: 
Trying to split cluster 3 (5332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Entering Unmasked Estep 
Score: -562323.625000 Penalty: 1394.490845
	Iteration 0F: 2 clusters Score -562323.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -558586.437500 Penalty: 2788.981689
	Iteration 0F: 3 clusters Score -558586.4 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -563824.187500 Penalty: 2788.981689
	Iteration 1F: 3 clusters Score -563824.2 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -566502.437500 Penalty: 2788.981689
	Iteration 2F: 3 clusters Score -566502.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -567052.312500 Penalty: 2788.981689
	Iteration 3F: 3 clusters Score -567052.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -567138.687500 Penalty: 2788.981689
	Iteration 4Q: 3 clusters Score -567138.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -567156.875000 Penalty: 2788.981689
	Iteration 5Q: 3 clusters Score -567156.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -567161.625000 Penalty: 2788.981689
	Iteration 6Q: 3 clusters Score -567161.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -567163.812500 Penalty: 2788.981689
	Iteration 7Q: 3 clusters Score -567163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -567163.937500 Penalty: 2788.981689
	Iteration 8Q: 3 clusters Score -567163.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -567163.937500 Penalty: 2788.981689
	Iteration 9F: 3 clusters Score -567163.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 167013 members 
Mstep: Class 5 contains 106823 members 
Mstep: Class 7 contains 173321 members 
Mstep: Class 8 contains 105187 members 
Mstep: Class 10 contains 18877 members 
Mstep: Class 12 contains 43490 members 
Mstep: Class 15 contains 7860 members 
Mstep: Class 16 contains 24673 members 
Mstep: Class 17 contains 27089 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 21 contains 51505 members 
Mstep: Class 23 contains 176125 members 
Entering Unmasked Estep 
Score: -101990496.000000 Penalty: 31217.640625
Splitting cluster 3 changes total score from -101986768.000000 to -101990496.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (167013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167013 members 
Entering Unmasked Estep 
Score: -18925202.000000 Penalty: 1954.196899
	Iteration 0F: 2 clusters Score -1.89252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83337 members 
Mstep: Class 2 contains 83676 members 
Entering Unmasked Estep 
Score: -18819648.000000 Penalty: 3908.393799
	Iteration 0F: 3 clusters Score -1.881965e+07 nChanged 80796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80469 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -18867200.000000 Penalty: 3908.393799
	Iteration 1F: 3 clusters Score -1.88672e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78330 members 
Mstep: Class 2 contains 88683 members 
Entering Unmasked Estep 
Score: -18867996.000000 Penalty: 3908.393799
	Iteration 2Q: 3 clusters Score -1.8868e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -18869348.000000 Penalty: 3908.393799
	Iteration 3Q: 3 clusters Score -1.886935e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69797 members 
Mstep: Class 2 contains 97216 members 
Entering Unmasked Estep 
Score: -18871836.000000 Penalty: 3908.393799
	Iteration 4Q: 3 clusters Score -1.887184e+07 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -18876340.000000 Penalty: 3908.393799
	Iteration 5F: 3 clusters Score -1.887634e+07 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 115179 members 
Entering Unmasked Estep 
Score: -18884052.000000 Penalty: 3908.393799
	Iteration 6F: 3 clusters Score -1.888405e+07 nChanged 13112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 127181 members 
Entering Unmasked Estep 
Score: -18894662.000000 Penalty: 3908.393799
	Iteration 7F: 3 clusters Score -1.889466e+07 nChanged 12162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 138335 members 
Entering Unmasked Estep 
Score: -18905252.000000 Penalty: 3908.393799
	Iteration 8F: 3 clusters Score -1.890525e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 146235 members 
Entering Unmasked Estep 
Score: -18913654.000000 Penalty: 3908.393799
	Iteration 9F: 3 clusters Score -1.891365e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 151954 members 
Entering Unmasked Estep 
Score: -18919006.000000 Penalty: 3908.393799
	Iteration 10Q: 3 clusters Score -1.891901e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 156602 members 
Entering Unmasked Estep 
Score: -18921792.000000 Penalty: 3908.393799
	Iteration 11Q: 3 clusters Score -1.892179e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 160234 members 
Entering Unmasked Estep 
Score: -18923090.000000 Penalty: 3908.393799
	Iteration 12Q: 3 clusters Score -1.892309e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 162910 members 
Entering Unmasked Estep 
Score: -18923546.000000 Penalty: 3908.393799
	Iteration 13Q: 3 clusters Score -1.892355e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 164691 members 
Entering Unmasked Estep 
Score: -18923692.000000 Penalty: 3908.393799
	Iteration 14Q: 3 clusters Score -1.892369e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 165795 members 
Entering Unmasked Estep 
Score: -18923650.000000 Penalty: 3908.393799
	Iteration 15Q: 3 clusters Score -1.892365e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 166330 members 
Entering Unmasked Estep 
Score: -18923592.000000 Penalty: 3908.393799
	Iteration 16Q: 3 clusters Score -1.892359e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 166571 members 
Entering Unmasked Estep 
Score: -18923586.000000 Penalty: 3908.393799
	Iteration 17Q: 3 clusters Score -1.892359e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 166676 members 
Entering Unmasked Estep 
Score: -18923588.000000 Penalty: 3908.393799
	Iteration 18Q: 3 clusters Score -1.892359e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 166709 members 
Entering Unmasked Estep 
Score: -18923602.000000 Penalty: 3908.393799
	Iteration 19Q: 3 clusters Score -1.89236e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 166738 members 
Entering Unmasked Estep 
Score: -18923614.000000 Penalty: 3908.393799
	Iteration 20F: 3 clusters Score -1.892361e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -18923618.000000 Penalty: 3908.393799
	Iteration 21Q: 3 clusters Score -1.892362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 166769 members 
Entering Unmasked Estep 
Score: -18923634.000000 Penalty: 3908.393799
	Iteration 22Q: 3 clusters Score -1.892363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 166774 members 
Entering Unmasked Estep 
Score: -18923646.000000 Penalty: 3908.393799
	Iteration 23Q: 3 clusters Score -1.892365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 166780 members 
Entering Unmasked Estep 
Score: -18923652.000000 Penalty: 3908.393799
	Iteration 24Q: 3 clusters Score -1.892365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 166784 members 
Entering Unmasked Estep 
Score: -18923662.000000 Penalty: 3908.393799
	Iteration 25Q: 3 clusters Score -1.892366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 166785 members 
Entering Unmasked Estep 
Score: -18923668.000000 Penalty: 3908.393799
	Iteration 26Q: 3 clusters Score -1.892367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 166786 members 
Entering Unmasked Estep 
Score: -18923658.000000 Penalty: 3908.393799
	Iteration 27Q: 3 clusters Score -1.892366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 166787 members 
Entering Unmasked Estep 
Score: -18923656.000000 Penalty: 3908.393799
	Iteration 28Q: 3 clusters Score -1.892366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 166788 members 
Entering Unmasked Estep 
Score: -18923654.000000 Penalty: 3908.393799
	Iteration 29Q: 3 clusters Score -1.892365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 166788 members 
Entering Unmasked Estep 
Score: -18923654.000000 Penalty: 3908.393799
	Iteration 30F: 3 clusters Score -1.892365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (106823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106823 members 
Entering Unmasked Estep 
Score: -12247861.000000 Penalty: 1881.575928
	Iteration 0F: 2 clusters Score -1.224786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -12180091.000000 Penalty: 3763.151855
	Iteration 0F: 3 clusters Score -1.218009e+07 nChanged 50974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -12209986.000000 Penalty: 3763.151855
	Iteration 1F: 3 clusters Score -1.220999e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -12211456.000000 Penalty: 3763.151855
	Iteration 2Q: 3 clusters Score -1.221146e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -12214279.000000 Penalty: 3763.151855
	Iteration 3F: 3 clusters Score -1.221428e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -12220150.000000 Penalty: 3763.151855
	Iteration 4F: 3 clusters Score -1.222015e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77955 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -12229492.000000 Penalty: 3763.151855
	Iteration 5F: 3 clusters Score -1.222949e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85931 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -12239248.000000 Penalty: 3763.151855
	Iteration 6F: 3 clusters Score -1.223925e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -12245502.000000 Penalty: 3763.151855
	Iteration 7F: 3 clusters Score -1.22455e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94702 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -12248542.000000 Penalty: 3763.151855
	Iteration 8Q: 3 clusters Score -1.224854e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96320 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -12249976.000000 Penalty: 3763.151855
	Iteration 9Q: 3 clusters Score -1.224998e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97187 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -12250825.000000 Penalty: 3763.151855
	Iteration 10Q: 3 clusters Score -1.225082e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97712 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -12251607.000000 Penalty: 3763.151855
	Iteration 11Q: 3 clusters Score -1.225161e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98021 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -12252572.000000 Penalty: 3763.151855
	Iteration 12Q: 3 clusters Score -1.225257e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -12253106.000000 Penalty: 3763.151855
	Iteration 13Q: 3 clusters Score -1.225311e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -12253493.000000 Penalty: 3763.151855
	Iteration 14Q: 3 clusters Score -1.225349e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97811 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -12253775.000000 Penalty: 3763.151855
	Iteration 15Q: 3 clusters Score -1.225378e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97755 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -12254001.000000 Penalty: 3763.151855
	Iteration 16Q: 3 clusters Score -1.2254e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97734 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -12254305.000000 Penalty: 3763.151855
	Iteration 17Q: 3 clusters Score -1.22543e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97741 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -12254464.000000 Penalty: 3763.151855
	Iteration 18Q: 3 clusters Score -1.225446e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97784 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -12254656.000000 Penalty: 3763.151855
	Iteration 19Q: 3 clusters Score -1.225466e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97859 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -12254759.000000 Penalty: 3763.151855
	Iteration 20F: 3 clusters Score -1.225476e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97953 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -12254817.000000 Penalty: 3763.151855
	Iteration 21Q: 3 clusters Score -1.225482e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -12254868.000000 Penalty: 3763.151855
	Iteration 22Q: 3 clusters Score -1.225487e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98115 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -12254901.000000 Penalty: 3763.151855
	Iteration 23Q: 3 clusters Score -1.22549e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98202 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -12254907.000000 Penalty: 3763.151855
	Iteration 24Q: 3 clusters Score -1.225491e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98283 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -12254925.000000 Penalty: 3763.151855
	Iteration 25Q: 3 clusters Score -1.225492e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -12254958.000000 Penalty: 3763.151855
	Iteration 26Q: 3 clusters Score -1.225496e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -12254961.000000 Penalty: 3763.151855
	Iteration 27Q: 3 clusters Score -1.225496e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98434 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -12254967.000000 Penalty: 3763.151855
	Iteration 28Q: 3 clusters Score -1.225497e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98459 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -12254976.000000 Penalty: 3763.151855
	Iteration 29Q: 3 clusters Score -1.225498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98477 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -12254979.000000 Penalty: 3763.151855
	Iteration 30Q: 3 clusters Score -1.225498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98487 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -12254985.000000 Penalty: 3763.151855
	Iteration 31Q: 3 clusters Score -1.225498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98496 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -12254983.000000 Penalty: 3763.151855
	Iteration 32Q: 3 clusters Score -1.225498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98505 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -12254982.000000 Penalty: 3763.151855
	Iteration 33Q: 3 clusters Score -1.225498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98510 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -12254983.000000 Penalty: 3763.151855
	Iteration 34Q: 3 clusters Score -1.225498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98513 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -12254981.000000 Penalty: 3763.151855
	Iteration 35Q: 3 clusters Score -1.225498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98515 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -12254983.000000 Penalty: 3763.151855
	Iteration 36Q: 3 clusters Score -1.225498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98518 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -12254980.000000 Penalty: 3763.151855
	Iteration 37Q: 3 clusters Score -1.225498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -12254985.000000 Penalty: 3763.151855
	Iteration 38Q: 3 clusters Score -1.225498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -12254985.000000 Penalty: 3763.151855
	Iteration 39F: 3 clusters Score -1.225498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8303 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 167013 members 
Mstep: Class 5 contains 98520 members 
Mstep: Class 7 contains 173321 members 
Mstep: Class 8 contains 105187 members 
Mstep: Class 10 contains 18877 members 
Mstep: Class 12 contains 43490 members 
Mstep: Class 15 contains 7860 members 
Mstep: Class 16 contains 24673 members 
Mstep: Class 17 contains 27089 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 21 contains 51505 members 
Mstep: Class 23 contains 176125 members 
Entering Unmasked Estep 
Score: -101998128.000000 Penalty: 33447.472656
Splitting cluster 5 changes total score from -101986768.000000 to -101998128.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (173321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173321 members 
Entering Unmasked Estep 
Score: -20022316.000000 Penalty: 1960.221313
	Iteration 0F: 2 clusters Score -2.002232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86936 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -19943076.000000 Penalty: 3920.442627
	Iteration 0F: 3 clusters Score -1.994308e+07 nChanged 83778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91782 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -19992690.000000 Penalty: 3920.442627
	Iteration 1F: 3 clusters Score -1.999269e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94261 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -19993764.000000 Penalty: 3920.442627
	Iteration 2Q: 3 clusters Score -1.999376e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97170 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -19995260.000000 Penalty: 3920.442627
	Iteration 3Q: 3 clusters Score -1.999526e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100390 members 
Mstep: Class 2 contains 72931 members 
Entering Unmasked Estep 
Score: -19997078.000000 Penalty: 3920.442627
	Iteration 4Q: 3 clusters Score -1.999708e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103241 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -20000522.000000 Penalty: 3920.442627
	Iteration 5F: 3 clusters Score -2.000052e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104600 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -20007118.000000 Penalty: 3920.442627
	Iteration 6F: 3 clusters Score -2.000712e+07 nChanged 12730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103418 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -20017014.000000 Penalty: 3920.442627
	Iteration 7F: 3 clusters Score -2.001701e+07 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -20024612.000000 Penalty: 3920.442627
	Iteration 8F: 3 clusters Score -2.002461e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -20028096.000000 Penalty: 3920.442627
	Iteration 9F: 3 clusters Score -2.00281e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93320 members 
Mstep: Class 2 contains 80001 members 
Entering Unmasked Estep 
Score: -20030066.000000 Penalty: 3920.442627
	Iteration 10Q: 3 clusters Score -2.003007e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89642 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -20031568.000000 Penalty: 3920.442627
	Iteration 11Q: 3 clusters Score -2.003157e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85268 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -20033016.000000 Penalty: 3920.442627
	Iteration 12Q: 3 clusters Score -2.003302e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 92549 members 
Entering Unmasked Estep 
Score: -20034626.000000 Penalty: 3920.442627
	Iteration 13Q: 3 clusters Score -2.003463e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 96714 members 
Entering Unmasked Estep 
Score: -20036422.000000 Penalty: 3920.442627
	Iteration 14Q: 3 clusters Score -2.003642e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73238 members 
Mstep: Class 2 contains 100083 members 
Entering Unmasked Estep 
Score: -20038254.000000 Penalty: 3920.442627
	Iteration 15Q: 3 clusters Score -2.003825e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70992 members 
Mstep: Class 2 contains 102329 members 
Entering Unmasked Estep 
Score: -20039776.000000 Penalty: 3920.442627
	Iteration 16Q: 3 clusters Score -2.003978e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 103466 members 
Entering Unmasked Estep 
Score: -20041278.000000 Penalty: 3920.442627
	Iteration 17Q: 3 clusters Score -2.004128e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 103242 members 
Entering Unmasked Estep 
Score: -20042126.000000 Penalty: 3920.442627
	Iteration 18Q: 3 clusters Score -2.004213e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71480 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -20042822.000000 Penalty: 3920.442627
	Iteration 19Q: 3 clusters Score -2.004282e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 99617 members 
Entering Unmasked Estep 
Score: -20044694.000000 Penalty: 3920.442627
	Iteration 20F: 3 clusters Score -2.004469e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75415 members 
Mstep: Class 2 contains 97906 members 
Entering Unmasked Estep 
Score: -20046174.000000 Penalty: 3920.442627
	Iteration 21Q: 3 clusters Score -2.004617e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 95513 members 
Entering Unmasked Estep 
Score: -20047178.000000 Penalty: 3920.442627
	Iteration 22Q: 3 clusters Score -2.004718e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 92871 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2.004798e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83160 members 
Mstep: Class 2 contains 90161 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2.004874e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 87474 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2.004926e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 84922 members 
Entering Unmasked Estep 
Score: -20049666.000000 Penalty: 3920.442627
	Iteration 26Q: 3 clusters Score -2.004967e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90645 members 
Mstep: Class 2 contains 82676 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2.004991e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92573 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -20049962.000000 Penalty: 3920.442627
	Iteration 28Q: 3 clusters Score -2.004996e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2.004975e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95304 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -20049534.000000 Penalty: 3920.442627
	Iteration 30Q: 3 clusters Score -2.004953e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 77007 members 
Entering Unmasked Estep 
Score: -20049282.000000 Penalty: 3920.442627
	Iteration 31Q: 3 clusters Score -2.004928e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 76073 members 
Entering Unmasked Estep 
Score: -20049096.000000 Penalty: 3920.442627
	Iteration 32Q: 3 clusters Score -2.00491e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98057 members 
Mstep: Class 2 contains 75264 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2.004887e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98838 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2.004858e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99520 members 
Mstep: Class 2 contains 73801 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2.004841e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100205 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -20048212.000000 Penalty: 3920.442627
	Iteration 36Q: 3 clusters Score -2.004821e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100855 members 
Mstep: Class 2 contains 72466 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2.004797e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -20047810.000000 Penalty: 3920.442627
	Iteration 38Q: 3 clusters Score -2.004781e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101899 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2.004766e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2.00476e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102763 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -20047422.000000 Penalty: 3920.442627
	Iteration 41Q: 3 clusters Score -2.004742e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103103 members 
Mstep: Class 2 contains 70218 members 
Entering Unmasked Estep 
Score: -20047372.000000 Penalty: 3920.442627
	Iteration 42Q: 3 clusters Score -2.004737e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103406 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -20047280.000000 Penalty: 3920.442627
	Iteration 43Q: 3 clusters Score -2.004728e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103699 members 
Mstep: Class 2 contains 69622 members 
Entering Unmasked Estep 
Score: -20047146.000000 Penalty: 3920.442627
	Iteration 44Q: 3 clusters Score -2.004715e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103966 members 
Mstep: Class 2 contains 69355 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2.004703e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104184 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2.004698e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104386 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -20046916.000000 Penalty: 3920.442627
	Iteration 47Q: 3 clusters Score -2.004692e+07 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104582 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -20046848.000000 Penalty: 3920.442627
	Iteration 48Q: 3 clusters Score -2.004685e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104769 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.004681e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104946 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2.004682e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105148 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2.004679e+07 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 67998 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2.004678e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105485 members 
Mstep: Class 2 contains 67836 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2.004674e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105629 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2.004667e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
Score: -20046628.000000 Penalty: 3920.442627
	Iteration 55Q: 3 clusters Score -2.004663e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2.004661e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105973 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2.004656e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106058 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -20046520.000000 Penalty: 3920.442627
	Iteration 58Q: 3 clusters Score -2.004652e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106153 members 
Mstep: Class 2 contains 67168 members 
Entering Unmasked Estep 
Score: -20046504.000000 Penalty: 3920.442627
	Iteration 59Q: 3 clusters Score -2.00465e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106229 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -20046502.000000 Penalty: 3920.442627
	Iteration 60F: 3 clusters Score -2.00465e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106301 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2.004649e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106390 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2.004646e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106464 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -20046462.000000 Penalty: 3920.442627
	Iteration 63Q: 3 clusters Score -2.004646e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106542 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.004645e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106592 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.004647e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106639 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2.004647e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106682 members 
Mstep: Class 2 contains 66639 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2.004645e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106735 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -20046406.000000 Penalty: 3920.442627
	Iteration 68Q: 3 clusters Score -2.004641e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106766 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.004641e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -20046392.000000 Penalty: 3920.442627
	Iteration 70Q: 3 clusters Score -2.004639e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106812 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.004636e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106840 members 
Mstep: Class 2 contains 66481 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.004635e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 66449 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.004637e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106903 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -20046358.000000 Penalty: 3920.442627
	Iteration 74Q: 3 clusters Score -2.004636e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106938 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -20046318.000000 Penalty: 3920.442627
	Iteration 75Q: 3 clusters Score -2.004632e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106979 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -20046342.000000 Penalty: 3920.442627
	Iteration 76Q: 3 clusters Score -2.004634e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107030 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -20046310.000000 Penalty: 3920.442627
	Iteration 77Q: 3 clusters Score -2.004631e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107103 members 
Mstep: Class 2 contains 66218 members 
Entering Unmasked Estep 
Score: -20046300.000000 Penalty: 3920.442627
	Iteration 78Q: 3 clusters Score -2.00463e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107168 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -20046286.000000 Penalty: 3920.442627
	Iteration 79Q: 3 clusters Score -2.004629e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107239 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -20046246.000000 Penalty: 3920.442627
	Iteration 80F: 3 clusters Score -2.004625e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107278 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
Score: -20046236.000000 Penalty: 3920.442627
	Iteration 81Q: 3 clusters Score -2.004624e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107316 members 
Mstep: Class 2 contains 66005 members 
Entering Unmasked Estep 
Score: -20046248.000000 Penalty: 3920.442627
	Iteration 82Q: 3 clusters Score -2.004625e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107352 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -20046236.000000 Penalty: 3920.442627
	Iteration 83Q: 3 clusters Score -2.004624e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107382 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -20046214.000000 Penalty: 3920.442627
	Iteration 84Q: 3 clusters Score -2.004621e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107412 members 
Mstep: Class 2 contains 65909 members 
Entering Unmasked Estep 
Score: -20046202.000000 Penalty: 3920.442627
	Iteration 85Q: 3 clusters Score -2.00462e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -20046186.000000 Penalty: 3920.442627
	Iteration 86Q: 3 clusters Score -2.004619e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107472 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -20046162.000000 Penalty: 3920.442627
	Iteration 87Q: 3 clusters Score -2.004616e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107509 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -20046158.000000 Penalty: 3920.442627
	Iteration 88Q: 3 clusters Score -2.004616e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -20046166.000000 Penalty: 3920.442627
	Iteration 89Q: 3 clusters Score -2.004617e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107585 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -20046130.000000 Penalty: 3920.442627
	Iteration 90Q: 3 clusters Score -2.004613e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107613 members 
Mstep: Class 2 contains 65708 members 
Entering Unmasked Estep 
Score: -20046124.000000 Penalty: 3920.442627
	Iteration 91Q: 3 clusters Score -2.004612e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107643 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -20046120.000000 Penalty: 3920.442627
	Iteration 92Q: 3 clusters Score -2.004612e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107679 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -20046122.000000 Penalty: 3920.442627
	Iteration 93Q: 3 clusters Score -2.004612e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107710 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -20046096.000000 Penalty: 3920.442627
	Iteration 94Q: 3 clusters Score -2.00461e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107747 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -20046096.000000 Penalty: 3920.442627
	Iteration 95Q: 3 clusters Score -2.00461e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107773 members 
Mstep: Class 2 contains 65548 members 
Entering Unmasked Estep 
Score: -20046074.000000 Penalty: 3920.442627
	Iteration 96Q: 3 clusters Score -2.004607e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107808 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -20046076.000000 Penalty: 3920.442627
	Iteration 97Q: 3 clusters Score -2.004608e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107834 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -20046100.000000 Penalty: 3920.442627
	Iteration 98Q: 3 clusters Score -2.00461e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -20046070.000000 Penalty: 3920.442627
	Iteration 99Q: 3 clusters Score -2.004607e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107902 members 
Mstep: Class 2 contains 65419 members 
Entering Unmasked Estep 
Score: -20046070.000000 Penalty: 3920.442627
	Iteration 100F: 3 clusters Score -2.004607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -20046040.000000 Penalty: 3920.442627
	Iteration 101Q: 3 clusters Score -2.004604e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107954 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -20046032.000000 Penalty: 3920.442627
	Iteration 102Q: 3 clusters Score -2.004603e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107989 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -20046030.000000 Penalty: 3920.442627
	Iteration 103Q: 3 clusters Score -2.004603e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108019 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
Score: -20046016.000000 Penalty: 3920.442627
	Iteration 104Q: 3 clusters Score -2.004602e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108036 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -20046002.000000 Penalty: 3920.442627
	Iteration 105Q: 3 clusters Score -2.0046e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108054 members 
Mstep: Class 2 contains 65267 members 
Entering Unmasked Estep 
Score: -20045996.000000 Penalty: 3920.442627
	Iteration 106Q: 3 clusters Score -2.0046e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -20046000.000000 Penalty: 3920.442627
	Iteration 107Q: 3 clusters Score -2.0046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108097 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -20045998.000000 Penalty: 3920.442627
	Iteration 108Q: 3 clusters Score -2.0046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108116 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -20045990.000000 Penalty: 3920.442627
	Iteration 109Q: 3 clusters Score -2.004599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108140 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -20045974.000000 Penalty: 3920.442627
	Iteration 110Q: 3 clusters Score -2.004597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108165 members 
Mstep: Class 2 contains 65156 members 
Entering Unmasked Estep 
Score: -20045948.000000 Penalty: 3920.442627
	Iteration 111Q: 3 clusters Score -2.004595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108186 members 
Mstep: Class 2 contains 65135 members 
Entering Unmasked Estep 
Score: -20045926.000000 Penalty: 3920.442627
	Iteration 112Q: 3 clusters Score -2.004593e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108213 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -20045920.000000 Penalty: 3920.442627
	Iteration 113Q: 3 clusters Score -2.004592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108238 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -20045934.000000 Penalty: 3920.442627
	Iteration 114Q: 3 clusters Score -2.004593e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -20045934.000000 Penalty: 3920.442627
	Iteration 115Q: 3 clusters Score -2.004593e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108278 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -20045922.000000 Penalty: 3920.442627
	Iteration 116Q: 3 clusters Score -2.004592e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108307 members 
Mstep: Class 2 contains 65014 members 
Entering Unmasked Estep 
Score: -20045886.000000 Penalty: 3920.442627
	Iteration 117Q: 3 clusters Score -2.004589e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108347 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -20045852.000000 Penalty: 3920.442627
	Iteration 118Q: 3 clusters Score -2.004585e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108394 members 
Mstep: Class 2 contains 64927 members 
Entering Unmasked Estep 
Score: -20045844.000000 Penalty: 3920.442627
	Iteration 119Q: 3 clusters Score -2.004584e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108422 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -20045852.000000 Penalty: 3920.442627
	Iteration 120F: 3 clusters Score -2.004585e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108448 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -20045862.000000 Penalty: 3920.442627
	Iteration 121Q: 3 clusters Score -2.004586e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108479 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -20045848.000000 Penalty: 3920.442627
	Iteration 122Q: 3 clusters Score -2.004585e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108506 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -20045852.000000 Penalty: 3920.442627
	Iteration 123Q: 3 clusters Score -2.004585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108528 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -20045846.000000 Penalty: 3920.442627
	Iteration 124Q: 3 clusters Score -2.004585e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108547 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -20045848.000000 Penalty: 3920.442627
	Iteration 125Q: 3 clusters Score -2.004585e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -20045838.000000 Penalty: 3920.442627
	Iteration 126Q: 3 clusters Score -2.004584e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108589 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -20045832.000000 Penalty: 3920.442627
	Iteration 127Q: 3 clusters Score -2.004583e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108612 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -20045836.000000 Penalty: 3920.442627
	Iteration 128Q: 3 clusters Score -2.004584e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108642 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -20045818.000000 Penalty: 3920.442627
	Iteration 129Q: 3 clusters Score -2.004582e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108669 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -20045792.000000 Penalty: 3920.442627
	Iteration 130Q: 3 clusters Score -2.004579e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108689 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -20045778.000000 Penalty: 3920.442627
	Iteration 131Q: 3 clusters Score -2.004578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108703 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -20045770.000000 Penalty: 3920.442627
	Iteration 132Q: 3 clusters Score -2.004577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108722 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -20045758.000000 Penalty: 3920.442627
	Iteration 133Q: 3 clusters Score -2.004576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -20045732.000000 Penalty: 3920.442627
	Iteration 134Q: 3 clusters Score -2.004573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108738 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -20045732.000000 Penalty: 3920.442627
	Iteration 135Q: 3 clusters Score -2.004573e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108754 members 
Mstep: Class 2 contains 64567 members 
Entering Unmasked Estep 
Score: -20045714.000000 Penalty: 3920.442627
	Iteration 136Q: 3 clusters Score -2.004571e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108774 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -20045730.000000 Penalty: 3920.442627
	Iteration 137Q: 3 clusters Score -2.004573e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108801 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -20045722.000000 Penalty: 3920.442627
	Iteration 138Q: 3 clusters Score -2.004572e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108827 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
Score: -20045710.000000 Penalty: 3920.442627
	Iteration 139Q: 3 clusters Score -2.004571e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108852 members 
Mstep: Class 2 contains 64469 members 
Entering Unmasked Estep 
Score: -20045730.000000 Penalty: 3920.442627
	Iteration 140F: 3 clusters Score -2.004573e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108874 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -20045722.000000 Penalty: 3920.442627
	Iteration 141Q: 3 clusters Score -2.004572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108897 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -20045710.000000 Penalty: 3920.442627
	Iteration 142Q: 3 clusters Score -2.004571e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108928 members 
Mstep: Class 2 contains 64393 members 
Entering Unmasked Estep 
Score: -20045708.000000 Penalty: 3920.442627
	Iteration 143Q: 3 clusters Score -2.004571e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108954 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -20045714.000000 Penalty: 3920.442627
	Iteration 144Q: 3 clusters Score -2.004571e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108978 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -20045688.000000 Penalty: 3920.442627
	Iteration 145Q: 3 clusters Score -2.004569e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108994 members 
Mstep: Class 2 contains 64327 members 
Entering Unmasked Estep 
Score: -20045680.000000 Penalty: 3920.442627
	Iteration 146Q: 3 clusters Score -2.004568e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109007 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -20045666.000000 Penalty: 3920.442627
	Iteration 147Q: 3 clusters Score -2.004567e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109032 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -20045666.000000 Penalty: 3920.442627
	Iteration 148Q: 3 clusters Score -2.004567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109051 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -20045660.000000 Penalty: 3920.442627
	Iteration 149Q: 3 clusters Score -2.004566e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109080 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -20045674.000000 Penalty: 3920.442627
	Iteration 150Q: 3 clusters Score -2.004567e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109118 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -20045662.000000 Penalty: 3920.442627
	Iteration 151Q: 3 clusters Score -2.004566e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109145 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -20045686.000000 Penalty: 3920.442627
	Iteration 152Q: 3 clusters Score -2.004569e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Mstep: Class 2 contains 64141 members 
Entering Unmasked Estep 
Score: -20045638.000000 Penalty: 3920.442627
	Iteration 153Q: 3 clusters Score -2.004564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109212 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -20045662.000000 Penalty: 3920.442627
	Iteration 154Q: 3 clusters Score -2.004566e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109246 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -20045644.000000 Penalty: 3920.442627
	Iteration 155Q: 3 clusters Score -2.004564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109265 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -20045656.000000 Penalty: 3920.442627
	Iteration 156Q: 3 clusters Score -2.004566e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109288 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -20045662.000000 Penalty: 3920.442627
	Iteration 157Q: 3 clusters Score -2.004566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109314 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -20045644.000000 Penalty: 3920.442627
	Iteration 158Q: 3 clusters Score -2.004564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109334 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -20045644.000000 Penalty: 3920.442627
	Iteration 159Q: 3 clusters Score -2.004564e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109364 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -20045664.000000 Penalty: 3920.442627
	Iteration 160F: 3 clusters Score -2.004566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109388 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -20045650.000000 Penalty: 3920.442627
	Iteration 161Q: 3 clusters Score -2.004565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109416 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -20045652.000000 Penalty: 3920.442627
	Iteration 162Q: 3 clusters Score -2.004565e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109439 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -20045632.000000 Penalty: 3920.442627
	Iteration 163Q: 3 clusters Score -2.004563e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109455 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -20045626.000000 Penalty: 3920.442627
	Iteration 164Q: 3 clusters Score -2.004563e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109477 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -20045606.000000 Penalty: 3920.442627
	Iteration 165Q: 3 clusters Score -2.004561e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109505 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -20045618.000000 Penalty: 3920.442627
	Iteration 166Q: 3 clusters Score -2.004562e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -20045606.000000 Penalty: 3920.442627
	Iteration 167Q: 3 clusters Score -2.004561e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109570 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -20045608.000000 Penalty: 3920.442627
	Iteration 168Q: 3 clusters Score -2.004561e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109598 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -20045618.000000 Penalty: 3920.442627
	Iteration 169Q: 3 clusters Score -2.004562e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109641 members 
Mstep: Class 2 contains 63680 members 
Entering Unmasked Estep 
Score: -20045602.000000 Penalty: 3920.442627
	Iteration 170Q: 3 clusters Score -2.00456e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109695 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -20045602.000000 Penalty: 3920.442627
	Iteration 171Q: 3 clusters Score -2.00456e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109750 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -20045580.000000 Penalty: 3920.442627
	Iteration 172Q: 3 clusters Score -2.004558e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109798 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -20045570.000000 Penalty: 3920.442627
	Iteration 173Q: 3 clusters Score -2.004557e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109846 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
Score: -20045552.000000 Penalty: 3920.442627
	Iteration 174Q: 3 clusters Score -2.004555e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109878 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -20045552.000000 Penalty: 3920.442627
	Iteration 175Q: 3 clusters Score -2.004555e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109922 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -20045564.000000 Penalty: 3920.442627
	Iteration 176Q: 3 clusters Score -2.004556e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109960 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -20045532.000000 Penalty: 3920.442627
	Iteration 177Q: 3 clusters Score -2.004553e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110008 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -20045488.000000 Penalty: 3920.442627
	Iteration 178Q: 3 clusters Score -2.004549e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -20045430.000000 Penalty: 3920.442627
	Iteration 179Q: 3 clusters Score -2.004543e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110130 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -20045392.000000 Penalty: 3920.442627
	Iteration 180F: 3 clusters Score -2.004539e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110192 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -20045396.000000 Penalty: 3920.442627
	Iteration 181Q: 3 clusters Score -2.00454e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110268 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -20045404.000000 Penalty: 3920.442627
	Iteration 182Q: 3 clusters Score -2.00454e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110352 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -20045380.000000 Penalty: 3920.442627
	Iteration 183Q: 3 clusters Score -2.004538e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -20045312.000000 Penalty: 3920.442627
	Iteration 184Q: 3 clusters Score -2.004531e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110556 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -20045294.000000 Penalty: 3920.442627
	Iteration 185Q: 3 clusters Score -2.004529e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110644 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -20045274.000000 Penalty: 3920.442627
	Iteration 186Q: 3 clusters Score -2.004527e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110736 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -20045268.000000 Penalty: 3920.442627
	Iteration 187Q: 3 clusters Score -2.004527e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110811 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -20045258.000000 Penalty: 3920.442627
	Iteration 188Q: 3 clusters Score -2.004526e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110876 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -20045268.000000 Penalty: 3920.442627
	Iteration 189Q: 3 clusters Score -2.004527e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110952 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -20045218.000000 Penalty: 3920.442627
	Iteration 190Q: 3 clusters Score -2.004522e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111048 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -20045206.000000 Penalty: 3920.442627
	Iteration 191Q: 3 clusters Score -2.004521e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111133 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -20045198.000000 Penalty: 3920.442627
	Iteration 192Q: 3 clusters Score -2.00452e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111230 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -20045168.000000 Penalty: 3920.442627
	Iteration 193Q: 3 clusters Score -2.004517e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111313 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
Score: -20045142.000000 Penalty: 3920.442627
	Iteration 194Q: 3 clusters Score -2.004514e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111403 members 
Mstep: Class 2 contains 61918 members 
Entering Unmasked Estep 
Score: -20045142.000000 Penalty: 3920.442627
	Iteration 195Q: 3 clusters Score -2.004514e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111502 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -20045122.000000 Penalty: 3920.442627
	Iteration 196Q: 3 clusters Score -2.004512e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111598 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -20045114.000000 Penalty: 3920.442627
	Iteration 197Q: 3 clusters Score -2.004511e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111689 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -20045052.000000 Penalty: 3920.442627
	Iteration 198Q: 3 clusters Score -2.004505e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111780 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -20045022.000000 Penalty: 3920.442627
	Iteration 199Q: 3 clusters Score -2.004502e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111878 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -20045004.000000 Penalty: 3920.442627
	Iteration 200F: 3 clusters Score -2.0045e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111949 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -20044958.000000 Penalty: 3920.442627
	Iteration 201Q: 3 clusters Score -2.004496e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112037 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -20044900.000000 Penalty: 3920.442627
	Iteration 202Q: 3 clusters Score -2.00449e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -20044874.000000 Penalty: 3920.442627
	Iteration 203Q: 3 clusters Score -2.004487e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112207 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -20044844.000000 Penalty: 3920.442627
	Iteration 204Q: 3 clusters Score -2.004484e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112282 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -20044808.000000 Penalty: 3920.442627
	Iteration 205Q: 3 clusters Score -2.004481e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112356 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -20044754.000000 Penalty: 3920.442627
	Iteration 206Q: 3 clusters Score -2.004475e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112432 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -20044680.000000 Penalty: 3920.442627
	Iteration 207Q: 3 clusters Score -2.004468e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112526 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -20044636.000000 Penalty: 3920.442627
	Iteration 208Q: 3 clusters Score -2.004464e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112613 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -20044616.000000 Penalty: 3920.442627
	Iteration 209Q: 3 clusters Score -2.004462e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112701 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -20044576.000000 Penalty: 3920.442627
	Iteration 210Q: 3 clusters Score -2.004458e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112794 members 
Mstep: Class 2 contains 60527 members 
Entering Unmasked Estep 
Score: -20044522.000000 Penalty: 3920.442627
	Iteration 211Q: 3 clusters Score -2.004452e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112891 members 
Mstep: Class 2 contains 60430 members 
Entering Unmasked Estep 
Score: -20044512.000000 Penalty: 3920.442627
	Iteration 212Q: 3 clusters Score -2.004451e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112986 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -20044470.000000 Penalty: 3920.442627
	Iteration 213Q: 3 clusters Score -2.004447e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113092 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -20044438.000000 Penalty: 3920.442627
	Iteration 214Q: 3 clusters Score -2.004444e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113163 members 
Mstep: Class 2 contains 60158 members 
Entering Unmasked Estep 
Score: -20044456.000000 Penalty: 3920.442627
	Iteration 215Q: 3 clusters Score -2.004446e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113236 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -20044434.000000 Penalty: 3920.442627
	Iteration 216Q: 3 clusters Score -2.004443e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113310 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -20044414.000000 Penalty: 3920.442627
	Iteration 217Q: 3 clusters Score -2.004441e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113398 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -20044388.000000 Penalty: 3920.442627
	Iteration 218Q: 3 clusters Score -2.004439e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113486 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -20044392.000000 Penalty: 3920.442627
	Iteration 219Q: 3 clusters Score -2.004439e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113573 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -20044348.000000 Penalty: 3920.442627
	Iteration 220F: 3 clusters Score -2.004435e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113655 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -20044352.000000 Penalty: 3920.442627
	Iteration 221Q: 3 clusters Score -2.004435e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -20044314.000000 Penalty: 3920.442627
	Iteration 222Q: 3 clusters Score -2.004431e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
Score: -20044276.000000 Penalty: 3920.442627
	Iteration 223Q: 3 clusters Score -2.004428e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113898 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -20044226.000000 Penalty: 3920.442627
	Iteration 224Q: 3 clusters Score -2.004423e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113965 members 
Mstep: Class 2 contains 59356 members 
Entering Unmasked Estep 
Score: -20044228.000000 Penalty: 3920.442627
	Iteration 225Q: 3 clusters Score -2.004423e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114041 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -20044230.000000 Penalty: 3920.442627
	Iteration 226Q: 3 clusters Score -2.004423e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114128 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -20044192.000000 Penalty: 3920.442627
	Iteration 227Q: 3 clusters Score -2.004419e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114219 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -20044152.000000 Penalty: 3920.442627
	Iteration 228Q: 3 clusters Score -2.004415e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114314 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -20044108.000000 Penalty: 3920.442627
	Iteration 229Q: 3 clusters Score -2.004411e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114403 members 
Mstep: Class 2 contains 58918 members 
Entering Unmasked Estep 
Score: -20044094.000000 Penalty: 3920.442627
	Iteration 230Q: 3 clusters Score -2.004409e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114488 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -20044054.000000 Penalty: 3920.442627
	Iteration 231Q: 3 clusters Score -2.004405e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114579 members 
Mstep: Class 2 contains 58742 members 
Entering Unmasked Estep 
Score: -20044068.000000 Penalty: 3920.442627
	Iteration 232Q: 3 clusters Score -2.004407e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114662 members 
Mstep: Class 2 contains 58659 members 
Entering Unmasked Estep 
Score: -20044046.000000 Penalty: 3920.442627
	Iteration 233Q: 3 clusters Score -2.004405e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114749 members 
Mstep: Class 2 contains 58572 members 
Entering Unmasked Estep 
Score: -20044020.000000 Penalty: 3920.442627
	Iteration 234Q: 3 clusters Score -2.004402e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114801 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -20043978.000000 Penalty: 3920.442627
	Iteration 235Q: 3 clusters Score -2.004398e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114854 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -20043952.000000 Penalty: 3920.442627
	Iteration 236Q: 3 clusters Score -2.004395e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114910 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -20043950.000000 Penalty: 3920.442627
	Iteration 237Q: 3 clusters Score -2.004395e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114980 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -20043910.000000 Penalty: 3920.442627
	Iteration 238Q: 3 clusters Score -2.004391e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115055 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -20043908.000000 Penalty: 3920.442627
	Iteration 239Q: 3 clusters Score -2.004391e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115121 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -20043888.000000 Penalty: 3920.442627
	Iteration 240F: 3 clusters Score -2.004389e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115188 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -20043894.000000 Penalty: 3920.442627
	Iteration 241Q: 3 clusters Score -2.004389e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115241 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -20043854.000000 Penalty: 3920.442627
	Iteration 242Q: 3 clusters Score -2.004385e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115293 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -20043832.000000 Penalty: 3920.442627
	Iteration 243Q: 3 clusters Score -2.004383e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115341 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -20043822.000000 Penalty: 3920.442627
	Iteration 244Q: 3 clusters Score -2.004382e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115388 members 
Mstep: Class 2 contains 57933 members 
Entering Unmasked Estep 
Score: -20043784.000000 Penalty: 3920.442627
	Iteration 245Q: 3 clusters Score -2.004378e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115433 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -20043766.000000 Penalty: 3920.442627
	Iteration 246Q: 3 clusters Score -2.004377e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115477 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -20043752.000000 Penalty: 3920.442627
	Iteration 247Q: 3 clusters Score -2.004375e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115518 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -20043740.000000 Penalty: 3920.442627
	Iteration 248Q: 3 clusters Score -2.004374e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115562 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -20043710.000000 Penalty: 3920.442627
	Iteration 249Q: 3 clusters Score -2.004371e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115602 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -20043692.000000 Penalty: 3920.442627
	Iteration 250Q: 3 clusters Score -2.004369e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115639 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -20043684.000000 Penalty: 3920.442627
	Iteration 251Q: 3 clusters Score -2.004368e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115675 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -20043662.000000 Penalty: 3920.442627
	Iteration 252Q: 3 clusters Score -2.004366e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115717 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -20043644.000000 Penalty: 3920.442627
	Iteration 253Q: 3 clusters Score -2.004364e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115750 members 
Mstep: Class 2 contains 57571 members 
Entering Unmasked Estep 
Score: -20043646.000000 Penalty: 3920.442627
	Iteration 254Q: 3 clusters Score -2.004365e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115785 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -20043648.000000 Penalty: 3920.442627
	Iteration 255Q: 3 clusters Score -2.004365e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115820 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -20043642.000000 Penalty: 3920.442627
	Iteration 256Q: 3 clusters Score -2.004364e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115850 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -20043642.000000 Penalty: 3920.442627
	Iteration 257Q: 3 clusters Score -2.004364e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115883 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -20043650.000000 Penalty: 3920.442627
	Iteration 258Q: 3 clusters Score -2.004365e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115913 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -20043638.000000 Penalty: 3920.442627
	Iteration 259Q: 3 clusters Score -2.004364e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115956 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -20043604.000000 Penalty: 3920.442627
	Iteration 260F: 3 clusters Score -2.00436e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115999 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -20043610.000000 Penalty: 3920.442627
	Iteration 261Q: 3 clusters Score -2.004361e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116038 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -20043576.000000 Penalty: 3920.442627
	Iteration 262Q: 3 clusters Score -2.004358e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116085 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -20043562.000000 Penalty: 3920.442627
	Iteration 263Q: 3 clusters Score -2.004356e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116122 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -20043554.000000 Penalty: 3920.442627
	Iteration 264Q: 3 clusters Score -2.004355e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116170 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -20043546.000000 Penalty: 3920.442627
	Iteration 265Q: 3 clusters Score -2.004355e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116214 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -20043528.000000 Penalty: 3920.442627
	Iteration 266Q: 3 clusters Score -2.004353e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116254 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -20043478.000000 Penalty: 3920.442627
	Iteration 267Q: 3 clusters Score -2.004348e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116298 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -20043440.000000 Penalty: 3920.442627
	Iteration 268Q: 3 clusters Score -2.004344e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116339 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -20043434.000000 Penalty: 3920.442627
	Iteration 269Q: 3 clusters Score -2.004343e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116384 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -20043420.000000 Penalty: 3920.442627
	Iteration 270Q: 3 clusters Score -2.004342e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116429 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -20043408.000000 Penalty: 3920.442627
	Iteration 271Q: 3 clusters Score -2.004341e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116478 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -20043426.000000 Penalty: 3920.442627
	Iteration 272Q: 3 clusters Score -2.004343e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116514 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -20043432.000000 Penalty: 3920.442627
	Iteration 273Q: 3 clusters Score -2.004343e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116555 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -20043422.000000 Penalty: 3920.442627
	Iteration 274Q: 3 clusters Score -2.004342e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116589 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -20043406.000000 Penalty: 3920.442627
	Iteration 275Q: 3 clusters Score -2.004341e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116629 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -20043382.000000 Penalty: 3920.442627
	Iteration 276Q: 3 clusters Score -2.004338e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116668 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -20043376.000000 Penalty: 3920.442627
	Iteration 277Q: 3 clusters Score -2.004338e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116715 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -20043390.000000 Penalty: 3920.442627
	Iteration 278Q: 3 clusters Score -2.004339e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116752 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -20043344.000000 Penalty: 3920.442627
	Iteration 279Q: 3 clusters Score -2.004334e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116783 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -20043332.000000 Penalty: 3920.442627
	Iteration 280F: 3 clusters Score -2.004333e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116809 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -20043320.000000 Penalty: 3920.442627
	Iteration 281Q: 3 clusters Score -2.004332e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116841 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -20043320.000000 Penalty: 3920.442627
	Iteration 282Q: 3 clusters Score -2.004332e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116871 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -20043310.000000 Penalty: 3920.442627
	Iteration 283Q: 3 clusters Score -2.004331e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116899 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -20043310.000000 Penalty: 3920.442627
	Iteration 284Q: 3 clusters Score -2.004331e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116920 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -20043304.000000 Penalty: 3920.442627
	Iteration 285Q: 3 clusters Score -2.00433e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116939 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -20043310.000000 Penalty: 3920.442627
	Iteration 286Q: 3 clusters Score -2.004331e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116951 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -20043304.000000 Penalty: 3920.442627
	Iteration 287Q: 3 clusters Score -2.00433e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116960 members 
Mstep: Class 2 contains 56361 members 
Entering Unmasked Estep 
Score: -20043304.000000 Penalty: 3920.442627
	Iteration 288Q: 3 clusters Score -2.00433e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -20043304.000000 Penalty: 3920.442627
	Iteration 289Q: 3 clusters Score -2.00433e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116980 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -20043308.000000 Penalty: 3920.442627
	Iteration 290Q: 3 clusters Score -2.004331e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116991 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -20043292.000000 Penalty: 3920.442627
	Iteration 291Q: 3 clusters Score -2.004329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116999 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -20043290.000000 Penalty: 3920.442627
	Iteration 292Q: 3 clusters Score -2.004329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117007 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -20043288.000000 Penalty: 3920.442627
	Iteration 293Q: 3 clusters Score -2.004329e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117013 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -20043278.000000 Penalty: 3920.442627
	Iteration 294Q: 3 clusters Score -2.004328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117024 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -20043268.000000 Penalty: 3920.442627
	Iteration 295Q: 3 clusters Score -2.004327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117040 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -20043268.000000 Penalty: 3920.442627
	Iteration 296Q: 3 clusters Score -2.004327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117053 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -20043272.000000 Penalty: 3920.442627
	Iteration 297Q: 3 clusters Score -2.004327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117059 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -20043264.000000 Penalty: 3920.442627
	Iteration 298Q: 3 clusters Score -2.004326e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117067 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -20043224.000000 Penalty: 3920.442627
	Iteration 299Q: 3 clusters Score -2.004322e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117075 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -20043226.000000 Penalty: 3920.442627
	Iteration 300F: 3 clusters Score -2.004323e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117072 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -20043216.000000 Penalty: 3920.442627
	Iteration 301Q: 3 clusters Score -2.004322e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117077 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -20043218.000000 Penalty: 3920.442627
	Iteration 302Q: 3 clusters Score -2.004322e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117092 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -20043206.000000 Penalty: 3920.442627
	Iteration 303Q: 3 clusters Score -2.004321e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117120 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -20043214.000000 Penalty: 3920.442627
	Iteration 304Q: 3 clusters Score -2.004321e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117145 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -20043196.000000 Penalty: 3920.442627
	Iteration 305Q: 3 clusters Score -2.00432e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117159 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -20043172.000000 Penalty: 3920.442627
	Iteration 306Q: 3 clusters Score -2.004317e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117156 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -20043116.000000 Penalty: 3920.442627
	Iteration 307Q: 3 clusters Score -2.004312e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117148 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -20043108.000000 Penalty: 3920.442627
	Iteration 308Q: 3 clusters Score -2.004311e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117139 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -20043132.000000 Penalty: 3920.442627
	Iteration 309Q: 3 clusters Score -2.004313e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117123 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -20043122.000000 Penalty: 3920.442627
	Iteration 310Q: 3 clusters Score -2.004312e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117103 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -20043120.000000 Penalty: 3920.442627
	Iteration 311Q: 3 clusters Score -2.004312e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117081 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -20043108.000000 Penalty: 3920.442627
	Iteration 312Q: 3 clusters Score -2.004311e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117058 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -20043110.000000 Penalty: 3920.442627
	Iteration 313Q: 3 clusters Score -2.004311e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117023 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -20043098.000000 Penalty: 3920.442627
	Iteration 314Q: 3 clusters Score -2.00431e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116999 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -20043090.000000 Penalty: 3920.442627
	Iteration 315Q: 3 clusters Score -2.004309e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -20043096.000000 Penalty: 3920.442627
	Iteration 316Q: 3 clusters Score -2.00431e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116906 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -20043104.000000 Penalty: 3920.442627
	Iteration 317Q: 3 clusters Score -2.00431e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116861 members 
Mstep: Class 2 contains 56460 members 
Entering Unmasked Estep 
Score: -20043094.000000 Penalty: 3920.442627
	Iteration 318Q: 3 clusters Score -2.004309e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116813 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -20043090.000000 Penalty: 3920.442627
	Iteration 319Q: 3 clusters Score -2.004309e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116768 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -20043072.000000 Penalty: 3920.442627
	Iteration 320F: 3 clusters Score -2.004307e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116722 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -20043038.000000 Penalty: 3920.442627
	Iteration 321Q: 3 clusters Score -2.004304e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116683 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -20043060.000000 Penalty: 3920.442627
	Iteration 322Q: 3 clusters Score -2.004306e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116645 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -20043034.000000 Penalty: 3920.442627
	Iteration 323Q: 3 clusters Score -2.004303e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116615 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -20043022.000000 Penalty: 3920.442627
	Iteration 324Q: 3 clusters Score -2.004302e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116591 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -20043020.000000 Penalty: 3920.442627
	Iteration 325Q: 3 clusters Score -2.004302e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116567 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -20043032.000000 Penalty: 3920.442627
	Iteration 326Q: 3 clusters Score -2.004303e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116534 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -20043008.000000 Penalty: 3920.442627
	Iteration 327Q: 3 clusters Score -2.004301e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116485 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -20043012.000000 Penalty: 3920.442627
	Iteration 328Q: 3 clusters Score -2.004301e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116446 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -20043012.000000 Penalty: 3920.442627
	Iteration 329Q: 3 clusters Score -2.004301e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116401 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -20043000.000000 Penalty: 3920.442627
	Iteration 330Q: 3 clusters Score -2.0043e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116365 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -20042986.000000 Penalty: 3920.442627
	Iteration 331Q: 3 clusters Score -2.004299e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116332 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -20042970.000000 Penalty: 3920.442627
	Iteration 332Q: 3 clusters Score -2.004297e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116287 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -20042988.000000 Penalty: 3920.442627
	Iteration 333Q: 3 clusters Score -2.004299e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116256 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -20042974.000000 Penalty: 3920.442627
	Iteration 334Q: 3 clusters Score -2.004297e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116219 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -20042936.000000 Penalty: 3920.442627
	Iteration 335Q: 3 clusters Score -2.004294e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116177 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -20042952.000000 Penalty: 3920.442627
	Iteration 336Q: 3 clusters Score -2.004295e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116144 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -20042952.000000 Penalty: 3920.442627
	Iteration 337Q: 3 clusters Score -2.004295e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116097 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -20042962.000000 Penalty: 3920.442627
	Iteration 338Q: 3 clusters Score -2.004296e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116049 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -20042944.000000 Penalty: 3920.442627
	Iteration 339Q: 3 clusters Score -2.004294e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116002 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -20042964.000000 Penalty: 3920.442627
	Iteration 340F: 3 clusters Score -2.004296e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115952 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -20042976.000000 Penalty: 3920.442627
	Iteration 341Q: 3 clusters Score -2.004298e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115902 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -20042980.000000 Penalty: 3920.442627
	Iteration 342Q: 3 clusters Score -2.004298e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115847 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -20042984.000000 Penalty: 3920.442627
	Iteration 343Q: 3 clusters Score -2.004298e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115798 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -20042982.000000 Penalty: 3920.442627
	Iteration 344Q: 3 clusters Score -2.004298e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115751 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -20042968.000000 Penalty: 3920.442627
	Iteration 345Q: 3 clusters Score -2.004297e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115704 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -20042968.000000 Penalty: 3920.442627
	Iteration 346Q: 3 clusters Score -2.004297e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115654 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -20042960.000000 Penalty: 3920.442627
	Iteration 347Q: 3 clusters Score -2.004296e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115584 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -20042966.000000 Penalty: 3920.442627
	Iteration 348Q: 3 clusters Score -2.004297e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115502 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -20042970.000000 Penalty: 3920.442627
	Iteration 349Q: 3 clusters Score -2.004297e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115404 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -20042978.000000 Penalty: 3920.442627
	Iteration 350Q: 3 clusters Score -2.004298e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115312 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -20042994.000000 Penalty: 3920.442627
	Iteration 351Q: 3 clusters Score -2.004299e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115237 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -20042962.000000 Penalty: 3920.442627
	Iteration 352Q: 3 clusters Score -2.004296e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115159 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -20042942.000000 Penalty: 3920.442627
	Iteration 353Q: 3 clusters Score -2.004294e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115078 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -20042942.000000 Penalty: 3920.442627
	Iteration 354Q: 3 clusters Score -2.004294e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114974 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -20042942.000000 Penalty: 3920.442627
	Iteration 355Q: 3 clusters Score -2.004294e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114869 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -20042928.000000 Penalty: 3920.442627
	Iteration 356Q: 3 clusters Score -2.004293e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114758 members 
Mstep: Class 2 contains 58563 members 
Entering Unmasked Estep 
Score: -20042926.000000 Penalty: 3920.442627
	Iteration 357Q: 3 clusters Score -2.004293e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114641 members 
Mstep: Class 2 contains 58680 members 
Entering Unmasked Estep 
Score: -20042898.000000 Penalty: 3920.442627
	Iteration 358Q: 3 clusters Score -2.00429e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114493 members 
Mstep: Class 2 contains 58828 members 
Entering Unmasked Estep 
Score: -20042920.000000 Penalty: 3920.442627
	Iteration 359Q: 3 clusters Score -2.004292e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114343 members 
Mstep: Class 2 contains 58978 members 
Entering Unmasked Estep 
Score: -20042920.000000 Penalty: 3920.442627
	Iteration 360F: 3 clusters Score -2.004292e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114197 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -20042950.000000 Penalty: 3920.442627
	Iteration 361Q: 3 clusters Score -2.004295e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114059 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -20042920.000000 Penalty: 3920.442627
	Iteration 362Q: 3 clusters Score -2.004292e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113907 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -20042936.000000 Penalty: 3920.442627
	Iteration 363Q: 3 clusters Score -2.004294e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113739 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -20042970.000000 Penalty: 3920.442627
	Iteration 364Q: 3 clusters Score -2.004297e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113532 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -20042960.000000 Penalty: 3920.442627
	Iteration 365Q: 3 clusters Score -2.004296e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113347 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -20042944.000000 Penalty: 3920.442627
	Iteration 366Q: 3 clusters Score -2.004294e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113146 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -20043000.000000 Penalty: 3920.442627
	Iteration 367Q: 3 clusters Score -2.0043e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -20043016.000000 Penalty: 3920.442627
	Iteration 368Q: 3 clusters Score -2.004302e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112773 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -20043040.000000 Penalty: 3920.442627
	Iteration 369Q: 3 clusters Score -2.004304e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112593 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -20043070.000000 Penalty: 3920.442627
	Iteration 370Q: 3 clusters Score -2.004307e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112400 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -20043082.000000 Penalty: 3920.442627
	Iteration 371Q: 3 clusters Score -2.004308e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112169 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -20043162.000000 Penalty: 3920.442627
	Iteration 372Q: 3 clusters Score -2.004316e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111949 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -20043204.000000 Penalty: 3920.442627
	Iteration 373Q: 3 clusters Score -2.00432e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111732 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -20043262.000000 Penalty: 3920.442627
	Iteration 374Q: 3 clusters Score -2.004326e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111488 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -20043266.000000 Penalty: 3920.442627
	Iteration 375Q: 3 clusters Score -2.004327e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111236 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -2.004332e+07 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111001 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -2.004339e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110789 members 
Mstep: Class 2 contains 62532 members 
Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -2.00434e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110565 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -2.004347e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110312 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -2.004357e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110040 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -2.004363e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109736 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -2.004372e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109416 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -2.004374e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109113 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -2.004387e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108806 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -2.004393e+07 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108513 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
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	Iteration 386Q: 3 clusters Score -2.004398e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108229 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -2.004402e+07 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -2.0044e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107712 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -2.004398e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107473 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -2.004409e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107254 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
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	Iteration 391Q: 3 clusters Score -2.004414e+07 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107056 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -2.004415e+07 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106845 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -2.004422e+07 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106671 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
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	Iteration 394Q: 3 clusters Score -2.004431e+07 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106467 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
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	Iteration 395Q: 3 clusters Score -2.004436e+07 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106289 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -2.004446e+07 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106094 members 
Mstep: Class 2 contains 67227 members 
Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -2.004447e+07 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105898 members 
Mstep: Class 2 contains 67423 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -2.004453e+07 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105710 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -2.004461e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105541 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -20044642.000000 Penalty: 3920.442627
	Iteration 400F: 3 clusters Score -2.004464e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105379 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -2.00447e+07 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105223 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
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	Iteration 402Q: 3 clusters Score -2.004479e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105054 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -2.004485e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104905 members 
Mstep: Class 2 contains 68416 members 
Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -2.004491e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104753 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -2.004501e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104572 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -2.004509e+07 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104382 members 
Mstep: Class 2 contains 68939 members 
Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -2.004514e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104174 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -2.004524e+07 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103956 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -2.004537e+07 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103769 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -2.004542e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103600 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -2.004553e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 69897 members 
Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -2.004565e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103261 members 
Mstep: Class 2 contains 70060 members 
Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -2.004575e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103140 members 
Mstep: Class 2 contains 70181 members 
Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -2.004578e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103013 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
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	Iteration 415Q: 3 clusters Score -2.004582e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102891 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
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	Iteration 416Q: 3 clusters Score -2.004591e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102763 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -20046004.000000 Penalty: 3920.442627
	Iteration 417Q: 3 clusters Score -2.0046e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
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	Iteration 418Q: 3 clusters Score -2.004609e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 70822 members 
Entering Unmasked Estep 
Score: -20046172.000000 Penalty: 3920.442627
	Iteration 419Q: 3 clusters Score -2.004617e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102386 members 
Mstep: Class 2 contains 70935 members 
Entering Unmasked Estep 
Score: -20046222.000000 Penalty: 3920.442627
	Iteration 420F: 3 clusters Score -2.004622e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102285 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -2.00463e+07 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102226 members 
Mstep: Class 2 contains 71095 members 
Entering Unmasked Estep 
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	Iteration 422Q: 3 clusters Score -2.004637e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102172 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
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	Iteration 423Q: 3 clusters Score -2.004644e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102098 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -2.004651e+07 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 71266 members 
Entering Unmasked Estep 
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	Iteration 425Q: 3 clusters Score -2.004654e+07 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 71306 members 
Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -2.004654e+07 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102000 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
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	Iteration 427Q: 3 clusters Score -2.004657e+07 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102019 members 
Mstep: Class 2 contains 71302 members 
Entering Unmasked Estep 
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	Iteration 428Q: 3 clusters Score -2.004659e+07 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102038 members 
Mstep: Class 2 contains 71283 members 
Entering Unmasked Estep 
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	Iteration 429Q: 3 clusters Score -2.004663e+07 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102048 members 
Mstep: Class 2 contains 71273 members 
Entering Unmasked Estep 
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	Iteration 430Q: 3 clusters Score -2.00467e+07 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102049 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
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	Iteration 431Q: 3 clusters Score -2.004675e+07 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
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	Iteration 432Q: 3 clusters Score -2.004678e+07 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102111 members 
Mstep: Class 2 contains 71210 members 
Entering Unmasked Estep 
Score: -20046806.000000 Penalty: 3920.442627
	Iteration 433Q: 3 clusters Score -2.004681e+07 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102142 members 
Mstep: Class 2 contains 71179 members 
Entering Unmasked Estep 
Score: -20046868.000000 Penalty: 3920.442627
	Iteration 434Q: 3 clusters Score -2.004687e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -20046880.000000 Penalty: 3920.442627
	Iteration 435Q: 3 clusters Score -2.004688e+07 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102251 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -20046932.000000 Penalty: 3920.442627
	Iteration 436Q: 3 clusters Score -2.004693e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102291 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
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	Iteration 437Q: 3 clusters Score -2.004695e+07 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102342 members 
Mstep: Class 2 contains 70979 members 
Entering Unmasked Estep 
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	Iteration 438Q: 3 clusters Score -2.004695e+07 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102398 members 
Mstep: Class 2 contains 70923 members 
Entering Unmasked Estep 
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	Iteration 439Q: 3 clusters Score -2.004697e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -20046942.000000 Penalty: 3920.442627
	Iteration 440F: 3 clusters Score -2.004694e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102597 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
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	Iteration 441Q: 3 clusters Score -2.004687e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102705 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
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	Iteration 442Q: 3 clusters Score -2.004686e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102818 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -20046838.000000 Penalty: 3920.442627
	Iteration 443Q: 3 clusters Score -2.004684e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102909 members 
Mstep: Class 2 contains 70412 members 
Entering Unmasked Estep 
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	Iteration 444Q: 3 clusters Score -2.004679e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103007 members 
Mstep: Class 2 contains 70314 members 
Entering Unmasked Estep 
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	Iteration 445Q: 3 clusters Score -2.004678e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103141 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
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	Iteration 446Q: 3 clusters Score -2.00468e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -20046778.000000 Penalty: 3920.442627
	Iteration 447Q: 3 clusters Score -2.004678e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103400 members 
Mstep: Class 2 contains 69921 members 
Entering Unmasked Estep 
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	Iteration 448Q: 3 clusters Score -2.004676e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 69801 members 
Entering Unmasked Estep 
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	Iteration 449Q: 3 clusters Score -2.004676e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103638 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
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	Iteration 450Q: 3 clusters Score -2.004679e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103760 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
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	Iteration 451Q: 3 clusters Score -2.004676e+07 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103880 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
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	Iteration 452Q: 3 clusters Score -2.004673e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -20046748.000000 Penalty: 3920.442627
	Iteration 453Q: 3 clusters Score -2.004675e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104093 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -20046718.000000 Penalty: 3920.442627
	Iteration 454Q: 3 clusters Score -2.004672e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104211 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -20046712.000000 Penalty: 3920.442627
	Iteration 455Q: 3 clusters Score -2.004671e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104344 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -20046696.000000 Penalty: 3920.442627
	Iteration 456Q: 3 clusters Score -2.00467e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104491 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
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	Iteration 457Q: 3 clusters Score -2.00467e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104638 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -20046646.000000 Penalty: 3920.442627
	Iteration 458Q: 3 clusters Score -2.004665e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104804 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -20046634.000000 Penalty: 3920.442627
	Iteration 459Q: 3 clusters Score -2.004663e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104933 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -20046612.000000 Penalty: 3920.442627
	Iteration 460F: 3 clusters Score -2.004661e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105038 members 
Mstep: Class 2 contains 68283 members 
Entering Unmasked Estep 
Score: -20046580.000000 Penalty: 3920.442627
	Iteration 461Q: 3 clusters Score -2.004658e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105152 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -20046560.000000 Penalty: 3920.442627
	Iteration 462Q: 3 clusters Score -2.004656e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105268 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
Score: -20046564.000000 Penalty: 3920.442627
	Iteration 463Q: 3 clusters Score -2.004656e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105404 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -20046580.000000 Penalty: 3920.442627
	Iteration 464Q: 3 clusters Score -2.004658e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105517 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -20046550.000000 Penalty: 3920.442627
	Iteration 465Q: 3 clusters Score -2.004655e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105629 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -20046530.000000 Penalty: 3920.442627
	Iteration 466Q: 3 clusters Score -2.004653e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -20046498.000000 Penalty: 3920.442627
	Iteration 467Q: 3 clusters Score -2.00465e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105852 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -20046450.000000 Penalty: 3920.442627
	Iteration 468Q: 3 clusters Score -2.004645e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 67406 members 
Entering Unmasked Estep 
Score: -20046438.000000 Penalty: 3920.442627
	Iteration 469Q: 3 clusters Score -2.004644e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105985 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -20046422.000000 Penalty: 3920.442627
	Iteration 470Q: 3 clusters Score -2.004642e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106054 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -20046412.000000 Penalty: 3920.442627
	Iteration 471Q: 3 clusters Score -2.004641e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 67217 members 
Entering Unmasked Estep 
Score: -20046390.000000 Penalty: 3920.442627
	Iteration 472Q: 3 clusters Score -2.004639e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106149 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -20046402.000000 Penalty: 3920.442627
	Iteration 473Q: 3 clusters Score -2.00464e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106201 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -20046376.000000 Penalty: 3920.442627
	Iteration 474Q: 3 clusters Score -2.004638e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106269 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -20046392.000000 Penalty: 3920.442627
	Iteration 475Q: 3 clusters Score -2.004639e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106335 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -20046378.000000 Penalty: 3920.442627
	Iteration 476Q: 3 clusters Score -2.004638e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106397 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -20046368.000000 Penalty: 3920.442627
	Iteration 477Q: 3 clusters Score -2.004637e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106453 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -20046370.000000 Penalty: 3920.442627
	Iteration 478Q: 3 clusters Score -2.004637e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106513 members 
Mstep: Class 2 contains 66808 members 
Entering Unmasked Estep 
Score: -20046350.000000 Penalty: 3920.442627
	Iteration 479Q: 3 clusters Score -2.004635e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106565 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -20046320.000000 Penalty: 3920.442627
	Iteration 480F: 3 clusters Score -2.004632e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -20046308.000000 Penalty: 3920.442627
	Iteration 481Q: 3 clusters Score -2.004631e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106633 members 
Mstep: Class 2 contains 66688 members 
Entering Unmasked Estep 
Score: -20046328.000000 Penalty: 3920.442627
	Iteration 482Q: 3 clusters Score -2.004633e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106662 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -20046314.000000 Penalty: 3920.442627
	Iteration 483Q: 3 clusters Score -2.004631e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 66626 members 
Entering Unmasked Estep 
Score: -20046286.000000 Penalty: 3920.442627
	Iteration 484Q: 3 clusters Score -2.004629e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106727 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -20046280.000000 Penalty: 3920.442627
	Iteration 485Q: 3 clusters Score -2.004628e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106768 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -20046266.000000 Penalty: 3920.442627
	Iteration 486Q: 3 clusters Score -2.004627e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106810 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -20046284.000000 Penalty: 3920.442627
	Iteration 487Q: 3 clusters Score -2.004628e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106856 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -20046228.000000 Penalty: 3920.442627
	Iteration 488Q: 3 clusters Score -2.004623e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106884 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -20046252.000000 Penalty: 3920.442627
	Iteration 489Q: 3 clusters Score -2.004625e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106918 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -20046246.000000 Penalty: 3920.442627
	Iteration 490Q: 3 clusters Score -2.004625e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -20046234.000000 Penalty: 3920.442627
	Iteration 491Q: 3 clusters Score -2.004623e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106984 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -20046212.000000 Penalty: 3920.442627
	Iteration 492Q: 3 clusters Score -2.004621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107014 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -20046230.000000 Penalty: 3920.442627
	Iteration 493Q: 3 clusters Score -2.004623e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107051 members 
Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -20046218.000000 Penalty: 3920.442627
	Iteration 494Q: 3 clusters Score -2.004622e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107089 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
Score: -20046210.000000 Penalty: 3920.442627
	Iteration 495Q: 3 clusters Score -2.004621e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107130 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -20046192.000000 Penalty: 3920.442627
	Iteration 496Q: 3 clusters Score -2.004619e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107161 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -20046172.000000 Penalty: 3920.442627
	Iteration 497Q: 3 clusters Score -2.004617e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107192 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -20046158.000000 Penalty: 3920.442627
	Iteration 498Q: 3 clusters Score -2.004616e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107224 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -20046158.000000 Penalty: 3920.442627
	Iteration 499Q: 3 clusters Score -2.004616e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107251 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -20046176.000000 Penalty: 3920.442627
	Iteration 500F: 3 clusters Score -2.004618e+07 nChanged 22
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8303 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 167013 members 
Mstep: Class 5 contains 98520 members 
Mstep: Class 6 contains 66050 members 
Mstep: Class 7 contains 107271 members 
Mstep: Class 8 contains 105187 members 
Mstep: Class 10 contains 18877 members 
Mstep: Class 12 contains 43490 members 
Mstep: Class 15 contains 7860 members 
Mstep: Class 16 contains 24673 members 
Mstep: Class 17 contains 27089 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 21 contains 51505 members 
Mstep: Class 23 contains 176125 members 
Entering Unmasked Estep 
Score: -102021840.000000 Penalty: 35677.304688
Splitting cluster 7 changes total score from -101986768.000000 to -102021840.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 8 (105187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105187 members 
Entering Unmasked Estep 
Score: -11901128.000000 Penalty: 1879.067871
	Iteration 0F: 2 clusters Score -1.190113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -11830991.000000 Penalty: 3758.135742
	Iteration 0F: 3 clusters Score -1.183099e+07 nChanged 50279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -11861782.000000 Penalty: 3758.135742
	Iteration 1F: 3 clusters Score -1.186178e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -11863627.000000 Penalty: 3758.135742
	Iteration 2Q: 3 clusters Score -1.186363e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -11866029.000000 Penalty: 3758.135742
	Iteration 3Q: 3 clusters Score -1.186603e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -11869274.000000 Penalty: 3758.135742
	Iteration 4F: 3 clusters Score -1.186927e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 62715 members 
Entering Unmasked Estep 
Score: -11873785.000000 Penalty: 3758.135742
	Iteration 5F: 3 clusters Score -1.187378e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -11879620.000000 Penalty: 3758.135742
	Iteration 6F: 3 clusters Score -1.187962e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 71451 members 
Entering Unmasked Estep 
Score: -11885829.000000 Penalty: 3758.135742
	Iteration 7F: 3 clusters Score -1.188583e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 74808 members 
Entering Unmasked Estep 
Score: -11890060.000000 Penalty: 3758.135742
	Iteration 8F: 3 clusters Score -1.189006e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -11892475.000000 Penalty: 3758.135742
	Iteration 9Q: 3 clusters Score -1.189248e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 79379 members 
Entering Unmasked Estep 
Score: -11893657.000000 Penalty: 3758.135742
	Iteration 10Q: 3 clusters Score -1.189366e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 81256 members 
Entering Unmasked Estep 
Score: -11894652.000000 Penalty: 3758.135742
	Iteration 11Q: 3 clusters Score -1.189465e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -11895434.000000 Penalty: 3758.135742
	Iteration 12Q: 3 clusters Score -1.189543e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
Score: -11896029.000000 Penalty: 3758.135742
	Iteration 13Q: 3 clusters Score -1.189603e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -11896563.000000 Penalty: 3758.135742
	Iteration 14Q: 3 clusters Score -1.189656e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -11897025.000000 Penalty: 3758.135742
	Iteration 15Q: 3 clusters Score -1.189702e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -11897391.000000 Penalty: 3758.135742
	Iteration 16Q: 3 clusters Score -1.189739e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -11897779.000000 Penalty: 3758.135742
	Iteration 17Q: 3 clusters Score -1.189778e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 90534 members 
Entering Unmasked Estep 
Score: -11898143.000000 Penalty: 3758.135742
	Iteration 18Q: 3 clusters Score -1.189814e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 91496 members 
Entering Unmasked Estep 
Score: -11898445.000000 Penalty: 3758.135742
	Iteration 19Q: 3 clusters Score -1.189844e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -11898676.000000 Penalty: 3758.135742
	Iteration 20F: 3 clusters Score -1.189868e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -11898818.000000 Penalty: 3758.135742
	Iteration 21Q: 3 clusters Score -1.189882e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 94060 members 
Entering Unmasked Estep 
Score: -11899087.000000 Penalty: 3758.135742
	Iteration 22Q: 3 clusters Score -1.189909e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -11899255.000000 Penalty: 3758.135742
	Iteration 23Q: 3 clusters Score -1.189926e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 95536 members 
Entering Unmasked Estep 
Score: -11899389.000000 Penalty: 3758.135742
	Iteration 24Q: 3 clusters Score -1.189939e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 96176 members 
Entering Unmasked Estep 
Score: -11899514.000000 Penalty: 3758.135742
	Iteration 25Q: 3 clusters Score -1.189951e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 96725 members 
Entering Unmasked Estep 
Score: -11899651.000000 Penalty: 3758.135742
	Iteration 26Q: 3 clusters Score -1.189965e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 97213 members 
Entering Unmasked Estep 
Score: -11899748.000000 Penalty: 3758.135742
	Iteration 27Q: 3 clusters Score -1.189975e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -11899862.000000 Penalty: 3758.135742
	Iteration 28Q: 3 clusters Score -1.189986e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 98121 members 
Entering Unmasked Estep 
Score: -11899942.000000 Penalty: 3758.135742
	Iteration 29Q: 3 clusters Score -1.189994e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 98528 members 
Entering Unmasked Estep 
Score: -11900051.000000 Penalty: 3758.135742
	Iteration 30Q: 3 clusters Score -1.190005e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 98898 members 
Entering Unmasked Estep 
Score: -11900107.000000 Penalty: 3758.135742
	Iteration 31Q: 3 clusters Score -1.190011e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 99243 members 
Entering Unmasked Estep 
Score: -11900164.000000 Penalty: 3758.135742
	Iteration 32Q: 3 clusters Score -1.190016e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 99562 members 
Entering Unmasked Estep 
Score: -11900202.000000 Penalty: 3758.135742
	Iteration 33Q: 3 clusters Score -1.19002e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -11900262.000000 Penalty: 3758.135742
	Iteration 34Q: 3 clusters Score -1.190026e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -11900298.000000 Penalty: 3758.135742
	Iteration 35Q: 3 clusters Score -1.19003e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 100272 members 
Entering Unmasked Estep 
Score: -11900327.000000 Penalty: 3758.135742
	Iteration 36Q: 3 clusters Score -1.190033e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 100475 members 
Entering Unmasked Estep 
Score: -11900343.000000 Penalty: 3758.135742
	Iteration 37Q: 3 clusters Score -1.190034e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -11900354.000000 Penalty: 3758.135742
	Iteration 38Q: 3 clusters Score -1.190035e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 100811 members 
Entering Unmasked Estep 
Score: -11900375.000000 Penalty: 3758.135742
	Iteration 39Q: 3 clusters Score -1.190038e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -11900413.000000 Penalty: 3758.135742
	Iteration 40F: 3 clusters Score -1.190041e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 101100 members 
Entering Unmasked Estep 
Score: -11900412.000000 Penalty: 3758.135742
	Iteration 41Q: 3 clusters Score -1.190041e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -11900426.000000 Penalty: 3758.135742
	Iteration 42Q: 3 clusters Score -1.190043e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 101352 members 
Entering Unmasked Estep 
Score: -11900414.000000 Penalty: 3758.135742
	Iteration 43Q: 3 clusters Score -1.190041e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 101459 members 
Entering Unmasked Estep 
Score: -11900466.000000 Penalty: 3758.135742
	Iteration 44Q: 3 clusters Score -1.190047e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 101589 members 
Entering Unmasked Estep 
Score: -11900451.000000 Penalty: 3758.135742
	Iteration 45Q: 3 clusters Score -1.190045e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 101709 members 
Entering Unmasked Estep 
Score: -11900494.000000 Penalty: 3758.135742
	Iteration 46Q: 3 clusters Score -1.190049e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 101802 members 
Entering Unmasked Estep 
Score: -11900543.000000 Penalty: 3758.135742
	Iteration 47Q: 3 clusters Score -1.190054e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 101900 members 
Entering Unmasked Estep 
Score: -11900562.000000 Penalty: 3758.135742
	Iteration 48Q: 3 clusters Score -1.190056e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 101987 members 
Entering Unmasked Estep 
Score: -11900569.000000 Penalty: 3758.135742
	Iteration 49Q: 3 clusters Score -1.190057e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -11900558.000000 Penalty: 3758.135742
	Iteration 50Q: 3 clusters Score -1.190056e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 102131 members 
Entering Unmasked Estep 
Score: -11900583.000000 Penalty: 3758.135742
	Iteration 51Q: 3 clusters Score -1.190058e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -11900592.000000 Penalty: 3758.135742
	Iteration 52Q: 3 clusters Score -1.190059e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 102262 members 
Entering Unmasked Estep 
Score: -11900600.000000 Penalty: 3758.135742
	Iteration 53Q: 3 clusters Score -1.19006e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 102305 members 
Entering Unmasked Estep 
Score: -11900604.000000 Penalty: 3758.135742
	Iteration 54Q: 3 clusters Score -1.19006e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 102361 members 
Entering Unmasked Estep 
Score: -11900603.000000 Penalty: 3758.135742
	Iteration 55Q: 3 clusters Score -1.19006e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -11900594.000000 Penalty: 3758.135742
	Iteration 56Q: 3 clusters Score -1.190059e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 102470 members 
Entering Unmasked Estep 
Score: -11900614.000000 Penalty: 3758.135742
	Iteration 57Q: 3 clusters Score -1.190061e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -11900615.000000 Penalty: 3758.135742
	Iteration 58Q: 3 clusters Score -1.190062e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 102555 members 
Entering Unmasked Estep 
Score: -11900618.000000 Penalty: 3758.135742
	Iteration 59Q: 3 clusters Score -1.190062e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 102582 members 
Entering Unmasked Estep 
Score: -11900626.000000 Penalty: 3758.135742
	Iteration 60F: 3 clusters Score -1.190063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 102596 members 
Entering Unmasked Estep 
Score: -11900610.000000 Penalty: 3758.135742
	Iteration 61Q: 3 clusters Score -1.190061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 102609 members 
Entering Unmasked Estep 
Score: -11900606.000000 Penalty: 3758.135742
	Iteration 62Q: 3 clusters Score -1.190061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 102619 members 
Entering Unmasked Estep 
Score: -11900609.000000 Penalty: 3758.135742
	Iteration 63Q: 3 clusters Score -1.190061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
Score: -11900618.000000 Penalty: 3758.135742
	Iteration 64Q: 3 clusters Score -1.190062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -11900616.000000 Penalty: 3758.135742
	Iteration 65Q: 3 clusters Score -1.190062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -11900624.000000 Penalty: 3758.135742
	Iteration 66Q: 3 clusters Score -1.190062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 102645 members 
Entering Unmasked Estep 
Score: -11900620.000000 Penalty: 3758.135742
	Iteration 67Q: 3 clusters Score -1.190062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 102648 members 
Entering Unmasked Estep 
Score: -11900623.000000 Penalty: 3758.135742
	Iteration 68Q: 3 clusters Score -1.190062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 102650 members 
Entering Unmasked Estep 
Score: -11900628.000000 Penalty: 3758.135742
	Iteration 69Q: 3 clusters Score -1.190063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 102652 members 
Entering Unmasked Estep 
Score: -11900631.000000 Penalty: 3758.135742
	Iteration 70Q: 3 clusters Score -1.190063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 102655 members 
Entering Unmasked Estep 
Score: -11900626.000000 Penalty: 3758.135742
	Iteration 71Q: 3 clusters Score -1.190063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 102660 members 
Entering Unmasked Estep 
Score: -11900619.000000 Penalty: 3758.135742
	Iteration 72Q: 3 clusters Score -1.190062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 102663 members 
Entering Unmasked Estep 
Score: -11900619.000000 Penalty: 3758.135742
	Iteration 73Q: 3 clusters Score -1.190062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 102668 members 
Entering Unmasked Estep 
Score: -11900611.000000 Penalty: 3758.135742
	Iteration 74Q: 3 clusters Score -1.190061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 102669 members 
Entering Unmasked Estep 
Score: -11900614.000000 Penalty: 3758.135742
	Iteration 75Q: 3 clusters Score -1.190061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 102671 members 
Entering Unmasked Estep 
Score: -11900617.000000 Penalty: 3758.135742
	Iteration 76Q: 3 clusters Score -1.190062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 102673 members 
Entering Unmasked Estep 
Score: -11900616.000000 Penalty: 3758.135742
	Iteration 77Q: 3 clusters Score -1.190062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 102677 members 
Entering Unmasked Estep 
Score: -11900614.000000 Penalty: 3758.135742
	Iteration 78Q: 3 clusters Score -1.190061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 102682 members 
Entering Unmasked Estep 
Score: -11900607.000000 Penalty: 3758.135742
	Iteration 79Q: 3 clusters Score -1.190061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 102690 members 
Entering Unmasked Estep 
Score: -11900617.000000 Penalty: 3758.135742
	Iteration 80F: 3 clusters Score -1.190062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 102700 members 
Entering Unmasked Estep 
Score: -11900624.000000 Penalty: 3758.135742
	Iteration 81Q: 3 clusters Score -1.190062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 102706 members 
Entering Unmasked Estep 
Score: -11900623.000000 Penalty: 3758.135742
	Iteration 82Q: 3 clusters Score -1.190062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 102713 members 
Entering Unmasked Estep 
Score: -11900625.000000 Penalty: 3758.135742
	Iteration 83Q: 3 clusters Score -1.190062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -11900617.000000 Penalty: 3758.135742
	Iteration 84Q: 3 clusters Score -1.190062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 102731 members 
Entering Unmasked Estep 
Score: -11900614.000000 Penalty: 3758.135742
	Iteration 85Q: 3 clusters Score -1.190061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 102739 members 
Entering Unmasked Estep 
Score: -11900616.000000 Penalty: 3758.135742
	Iteration 86Q: 3 clusters Score -1.190062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 102743 members 
Entering Unmasked Estep 
Score: -11900608.000000 Penalty: 3758.135742
	Iteration 87Q: 3 clusters Score -1.190061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 102745 members 
Entering Unmasked Estep 
Score: -11900606.000000 Penalty: 3758.135742
	Iteration 88Q: 3 clusters Score -1.190061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 102745 members 
Entering Unmasked Estep 
Score: -11900606.000000 Penalty: 3758.135742
	Iteration 89F: 3 clusters Score -1.190061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Entering Unmasked Estep 
Score: -2093625.750000 Penalty: 1599.926147
	Iteration 0F: 2 clusters Score -2093626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2080678.875000 Penalty: 3199.852295
	Iteration 0F: 3 clusters Score -2080679 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2085229.250000 Penalty: 3199.852295
	Iteration 1F: 3 clusters Score -2085229 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2085606.250000 Penalty: 3199.852295
	Iteration 2F: 3 clusters Score -2085606 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2085989.625000 Penalty: 3199.852295
	Iteration 3Q: 3 clusters Score -2085990 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2086322.125000 Penalty: 3199.852295
	Iteration 4Q: 3 clusters Score -2086322 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2086632.500000 Penalty: 3199.852295
	Iteration 5Q: 3 clusters Score -2086632 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2086925.000000 Penalty: 3199.852295
	Iteration 6Q: 3 clusters Score -2086925 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2087223.875000 Penalty: 3199.852295
	Iteration 7Q: 3 clusters Score -2087224 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2087643.125000 Penalty: 3199.852295
	Iteration 8Q: 3 clusters Score -2087643 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2088217.000000 Penalty: 3199.852295
	Iteration 9F: 3 clusters Score -2088217 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2089000.250000 Penalty: 3199.852295
	Iteration 10F: 3 clusters Score -2089000 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2090115.000000 Penalty: 3199.852295
	Iteration 11F: 3 clusters Score -2090115 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2091372.125000 Penalty: 3199.852295
	Iteration 12F: 3 clusters Score -2091372 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2092382.625000 Penalty: 3199.852295
	Iteration 13F: 3 clusters Score -2092383 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2092969.750000 Penalty: 3199.852295
	Iteration 14Q: 3 clusters Score -2092970 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2093274.500000 Penalty: 3199.852295
	Iteration 15Q: 3 clusters Score -2093274 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2093442.500000 Penalty: 3199.852295
	Iteration 16Q: 3 clusters Score -2093442 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2093515.500000 Penalty: 3199.852295
	Iteration 17Q: 3 clusters Score -2093516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2093555.750000 Penalty: 3199.852295
	Iteration 18Q: 3 clusters Score -2093556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2093572.750000 Penalty: 3199.852295
	Iteration 19Q: 3 clusters Score -2093573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2093589.500000 Penalty: 3199.852295
	Iteration 20F: 3 clusters Score -2093590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2093598.500000 Penalty: 3199.852295
	Iteration 21Q: 3 clusters Score -2093598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2093609.125000 Penalty: 3199.852295
	Iteration 22Q: 3 clusters Score -2093609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2093619.750000 Penalty: 3199.852295
	Iteration 23Q: 3 clusters Score -2093620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2093622.250000 Penalty: 3199.852295
	Iteration 24Q: 3 clusters Score -2093622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2093627.875000 Penalty: 3199.852295
	Iteration 25Q: 3 clusters Score -2093628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2093630.875000 Penalty: 3199.852295
	Iteration 26Q: 3 clusters Score -2093631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2093632.625000 Penalty: 3199.852295
	Iteration 27Q: 3 clusters Score -2093633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2093632.625000 Penalty: 3199.852295
	Iteration 28F: 3 clusters Score -2093633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8303 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 167013 members 
Mstep: Class 5 contains 98520 members 
Mstep: Class 6 contains 66050 members 
Mstep: Class 7 contains 107271 members 
Mstep: Class 8 contains 105187 members 
Mstep: Class 9 contains 18337 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 12 contains 43490 members 
Mstep: Class 15 contains 7860 members 
Mstep: Class 16 contains 24673 members 
Mstep: Class 17 contains 27089 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 21 contains 51505 members 
Mstep: Class 23 contains 176125 members 
Entering Unmasked Estep 
Score: -102021200.000000 Penalty: 37907.136719
Splitting cluster 10 changes total score from -101986768.000000 to -102021200.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 12 (43490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Entering Unmasked Estep 
Score: -4776237.500000 Penalty: 1735.546509
	Iteration 0F: 2 clusters Score -4776238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -4747128.500000 Penalty: 3471.093018
	Iteration 0F: 3 clusters Score -4747128 nChanged 20350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -4759799.500000 Penalty: 3471.093018
	Iteration 1F: 3 clusters Score -4759800 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -4762637.500000 Penalty: 3471.093018
	Iteration 2F: 3 clusters Score -4762638 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -4766685.500000 Penalty: 3471.093018
	Iteration 3F: 3 clusters Score -4766686 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -4770475.500000 Penalty: 3471.093018
	Iteration 4F: 3 clusters Score -4770476 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -4773224.000000 Penalty: 3471.093018
	Iteration 5F: 3 clusters Score -4773224 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -4774814.000000 Penalty: 3471.093018
	Iteration 6F: 3 clusters Score -4774814 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -4775758.000000 Penalty: 3471.093018
	Iteration 7Q: 3 clusters Score -4775758 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -4776409.000000 Penalty: 3471.093018
	Iteration 8Q: 3 clusters Score -4776409 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -4777005.000000 Penalty: 3471.093018
	Iteration 9Q: 3 clusters Score -4777005 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -4777541.000000 Penalty: 3471.093018
	Iteration 10Q: 3 clusters Score -4777541 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -4778058.500000 Penalty: 3471.093018
	Iteration 11Q: 3 clusters Score -4778058 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -4778552.500000 Penalty: 3471.093018
	Iteration 12Q: 3 clusters Score -4778552 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -4779057.000000 Penalty: 3471.093018
	Iteration 13Q: 3 clusters Score -4779057 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -4779357.500000 Penalty: 3471.093018
	Iteration 14Q: 3 clusters Score -4779358 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -4779492.500000 Penalty: 3471.093018
	Iteration 15Q: 3 clusters Score -4779492 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -4779566.500000 Penalty: 3471.093018
	Iteration 16Q: 3 clusters Score -4779566 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -4779611.000000 Penalty: 3471.093018
	Iteration 17Q: 3 clusters Score -4779611 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -4779630.500000 Penalty: 3471.093018
	Iteration 18Q: 3 clusters Score -4779630 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -4779664.500000 Penalty: 3471.093018
	Iteration 19Q: 3 clusters Score -4779664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -4779709.000000 Penalty: 3471.093018
	Iteration 20F: 3 clusters Score -4779709 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -4779723.000000 Penalty: 3471.093018
	Iteration 21Q: 3 clusters Score -4779723 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -4779734.500000 Penalty: 3471.093018
	Iteration 22Q: 3 clusters Score -4779734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -4779747.000000 Penalty: 3471.093018
	Iteration 23Q: 3 clusters Score -4779747 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -4779753.500000 Penalty: 3471.093018
	Iteration 24Q: 3 clusters Score -4779754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -4779753.000000 Penalty: 3471.093018
	Iteration 25Q: 3 clusters Score -4779753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -4779758.000000 Penalty: 3471.093018
	Iteration 26Q: 3 clusters Score -4779758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -4779760.000000 Penalty: 3471.093018
	Iteration 27Q: 3 clusters Score -4779760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -4779755.000000 Penalty: 3471.093018
	Iteration 28Q: 3 clusters Score -4779755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -4779757.000000 Penalty: 3471.093018
	Iteration 29Q: 3 clusters Score -4779757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -4779760.000000 Penalty: 3471.093018
	Iteration 30Q: 3 clusters Score -4779760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -4779759.000000 Penalty: 3471.093018
	Iteration 31Q: 3 clusters Score -4779759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -4779759.000000 Penalty: 3471.093018
	Iteration 32F: 3 clusters Score -4779759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8303 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 167013 members 
Mstep: Class 5 contains 98520 members 
Mstep: Class 6 contains 66050 members 
Mstep: Class 7 contains 107271 members 
Mstep: Class 8 contains 105187 members 
Mstep: Class 9 contains 18337 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 41252 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 15 contains 7860 members 
Mstep: Class 16 contains 24673 members 
Mstep: Class 17 contains 27089 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 21 contains 51505 members 
Mstep: Class 23 contains 176125 members 
Entering Unmasked Estep 
Score: -102023832.000000 Penalty: 40136.968750
Splitting cluster 12 changes total score from -101986768.000000 to -102023832.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 15 (7860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Entering Unmasked Estep 
Score: -903301.875000 Penalty: 1457.550537
	Iteration 0F: 2 clusters Score -903301.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -897581.937500 Penalty: 2915.101074
	Iteration 0F: 3 clusters Score -897581.9 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -899658.375000 Penalty: 2915.101074
	Iteration 1F: 3 clusters Score -899658.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -900170.687500 Penalty: 2915.101074
	Iteration 2F: 3 clusters Score -900170.7 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -900806.375000 Penalty: 2915.101074
	Iteration 3F: 3 clusters Score -900806.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -901410.875000 Penalty: 2915.101074
	Iteration 4F: 3 clusters Score -901410.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -901955.062500 Penalty: 2915.101074
	Iteration 5F: 3 clusters Score -901955.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -902434.000000 Penalty: 2915.101074
	Iteration 6F: 3 clusters Score -902434 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -902790.562500 Penalty: 2915.101074
	Iteration 7Q: 3 clusters Score -902790.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -903057.937500 Penalty: 2915.101074
	Iteration 8Q: 3 clusters Score -903057.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -903264.937500 Penalty: 2915.101074
	Iteration 9Q: 3 clusters Score -903264.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -903391.187500 Penalty: 2915.101074
	Iteration 10Q: 3 clusters Score -903391.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -903474.125000 Penalty: 2915.101074
	Iteration 11Q: 3 clusters Score -903474.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -903523.812500 Penalty: 2915.101074
	Iteration 12Q: 3 clusters Score -903523.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -903547.187500 Penalty: 2915.101074
	Iteration 13Q: 3 clusters Score -903547.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -903555.562500 Penalty: 2915.101074
	Iteration 14Q: 3 clusters Score -903555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -903560.437500 Penalty: 2915.101074
	Iteration 15Q: 3 clusters Score -903560.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -903562.375000 Penalty: 2915.101074
	Iteration 16Q: 3 clusters Score -903562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -903564.500000 Penalty: 2915.101074
	Iteration 17Q: 3 clusters Score -903564.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -903567.562500 Penalty: 2915.101074
	Iteration 18Q: 3 clusters Score -903567.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -903569.187500 Penalty: 2915.101074
	Iteration 19Q: 3 clusters Score -903569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -903569.062500 Penalty: 2915.101074
	Iteration 20F: 3 clusters Score -903569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -903569.312500 Penalty: 2915.101074
	Iteration 21Q: 3 clusters Score -903569.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -903569.312500 Penalty: 2915.101074
	Iteration 22F: 3 clusters Score -903569.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8303 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 167013 members 
Mstep: Class 5 contains 98520 members 
Mstep: Class 6 contains 66050 members 
Mstep: Class 7 contains 107271 members 
Mstep: Class 8 contains 105187 members 
Mstep: Class 9 contains 18337 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 41252 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 296 members 
Mstep: Class 15 contains 7564 members 
Mstep: Class 16 contains 24673 members 
Mstep: Class 17 contains 27089 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 21 contains 51505 members 
Mstep: Class 23 contains 176125 members 
Entering Unmasked Estep 
Score: -102023200.000000 Penalty: 42366.800781
Splitting cluster 15 changes total score from -101986768.000000 to -102023200.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 16 (24673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Entering Unmasked Estep 
Score: -2839057.750000 Penalty: 1643.437988
	Iteration 0F: 2 clusters Score -2839058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2822331.750000 Penalty: 3286.875977
	Iteration 0F: 3 clusters Score -2822332 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2828559.250000 Penalty: 3286.875977
	Iteration 1F: 3 clusters Score -2828559 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2829003.750000 Penalty: 3286.875977
	Iteration 2Q: 3 clusters Score -2829004 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2829466.000000 Penalty: 3286.875977
	Iteration 3Q: 3 clusters Score -2829466 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2830012.250000 Penalty: 3286.875977
	Iteration 4Q: 3 clusters Score -2830012 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2830631.500000 Penalty: 3286.875977
	Iteration 5F: 3 clusters Score -2830632 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2831349.250000 Penalty: 3286.875977
	Iteration 6F: 3 clusters Score -2831349 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2832138.000000 Penalty: 3286.875977
	Iteration 7F: 3 clusters Score -2832138 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2833024.000000 Penalty: 3286.875977
	Iteration 8F: 3 clusters Score -2833024 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2833923.250000 Penalty: 3286.875977
	Iteration 9F: 3 clusters Score -2833923 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2834597.250000 Penalty: 3286.875977
	Iteration 10Q: 3 clusters Score -2834597 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2835020.500000 Penalty: 3286.875977
	Iteration 11Q: 3 clusters Score -2835020 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2835237.250000 Penalty: 3286.875977
	Iteration 12Q: 3 clusters Score -2835237 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2835351.750000 Penalty: 3286.875977
	Iteration 13Q: 3 clusters Score -2835352 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2835438.500000 Penalty: 3286.875977
	Iteration 14Q: 3 clusters Score -2835438 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2835501.000000 Penalty: 3286.875977
	Iteration 15Q: 3 clusters Score -2835501 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2835564.250000 Penalty: 3286.875977
	Iteration 16Q: 3 clusters Score -2835564 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2835598.000000 Penalty: 3286.875977
	Iteration 17Q: 3 clusters Score -2835598 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2835634.500000 Penalty: 3286.875977
	Iteration 18Q: 3 clusters Score -2835634 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2835668.250000 Penalty: 3286.875977
	Iteration 19Q: 3 clusters Score -2835668 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2835695.250000 Penalty: 3286.875977
	Iteration 20F: 3 clusters Score -2835695 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2835730.000000 Penalty: 3286.875977
	Iteration 21Q: 3 clusters Score -2835730 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2835767.500000 Penalty: 3286.875977
	Iteration 22Q: 3 clusters Score -2835768 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2835799.750000 Penalty: 3286.875977
	Iteration 23Q: 3 clusters Score -2835800 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2835832.000000 Penalty: 3286.875977
	Iteration 24Q: 3 clusters Score -2835832 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2835871.500000 Penalty: 3286.875977
	Iteration 25Q: 3 clusters Score -2835872 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2835901.750000 Penalty: 3286.875977
	Iteration 26Q: 3 clusters Score -2835902 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2835941.750000 Penalty: 3286.875977
	Iteration 27Q: 3 clusters Score -2835942 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2835970.750000 Penalty: 3286.875977
	Iteration 28Q: 3 clusters Score -2835971 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2836011.500000 Penalty: 3286.875977
	Iteration 29Q: 3 clusters Score -2836012 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2836049.000000 Penalty: 3286.875977
	Iteration 30Q: 3 clusters Score -2836049 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2836093.000000 Penalty: 3286.875977
	Iteration 31Q: 3 clusters Score -2836093 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2836151.250000 Penalty: 3286.875977
	Iteration 32Q: 3 clusters Score -2836151 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2836220.750000 Penalty: 3286.875977
	Iteration 33Q: 3 clusters Score -2836221 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2836272.250000 Penalty: 3286.875977
	Iteration 34Q: 3 clusters Score -2836272 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2836335.500000 Penalty: 3286.875977
	Iteration 35Q: 3 clusters Score -2836336 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2836412.250000 Penalty: 3286.875977
	Iteration 36Q: 3 clusters Score -2836412 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2836496.750000 Penalty: 3286.875977
	Iteration 37Q: 3 clusters Score -2836497 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2836581.250000 Penalty: 3286.875977
	Iteration 38Q: 3 clusters Score -2836581 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2836649.750000 Penalty: 3286.875977
	Iteration 39Q: 3 clusters Score -2836650 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2836719.750000 Penalty: 3286.875977
	Iteration 40F: 3 clusters Score -2836720 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2836776.000000 Penalty: 3286.875977
	Iteration 41Q: 3 clusters Score -2836776 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2836832.750000 Penalty: 3286.875977
	Iteration 42Q: 3 clusters Score -2836833 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2836890.250000 Penalty: 3286.875977
	Iteration 43Q: 3 clusters Score -2836890 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2836967.750000 Penalty: 3286.875977
	Iteration 44Q: 3 clusters Score -2836968 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2837026.250000 Penalty: 3286.875977
	Iteration 45Q: 3 clusters Score -2837026 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2837084.500000 Penalty: 3286.875977
	Iteration 46Q: 3 clusters Score -2837084 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2837120.750000 Penalty: 3286.875977
	Iteration 47Q: 3 clusters Score -2837121 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2837155.750000 Penalty: 3286.875977
	Iteration 48Q: 3 clusters Score -2837156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2837190.750000 Penalty: 3286.875977
	Iteration 49Q: 3 clusters Score -2837191 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2837210.000000 Penalty: 3286.875977
	Iteration 50Q: 3 clusters Score -2837210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2837234.500000 Penalty: 3286.875977
	Iteration 51Q: 3 clusters Score -2837234 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2837247.250000 Penalty: 3286.875977
	Iteration 52Q: 3 clusters Score -2837247 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2837272.250000 Penalty: 3286.875977
	Iteration 53Q: 3 clusters Score -2837272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2837289.500000 Penalty: 3286.875977
	Iteration 54Q: 3 clusters Score -2837290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2837315.500000 Penalty: 3286.875977
	Iteration 55Q: 3 clusters Score -2837316 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2837336.250000 Penalty: 3286.875977
	Iteration 56Q: 3 clusters Score -2837336 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2837358.250000 Penalty: 3286.875977
	Iteration 57Q: 3 clusters Score -2837358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2837380.000000 Penalty: 3286.875977
	Iteration 58Q: 3 clusters Score -2837380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2837409.750000 Penalty: 3286.875977
	Iteration 59Q: 3 clusters Score -2837410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2837424.000000 Penalty: 3286.875977
	Iteration 60F: 3 clusters Score -2837424 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2837435.250000 Penalty: 3286.875977
	Iteration 61Q: 3 clusters Score -2837435 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2837450.000000 Penalty: 3286.875977
	Iteration 62Q: 3 clusters Score -2837450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2837466.000000 Penalty: 3286.875977
	Iteration 63Q: 3 clusters Score -2837466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2837483.750000 Penalty: 3286.875977
	Iteration 64Q: 3 clusters Score -2837484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2837496.500000 Penalty: 3286.875977
	Iteration 65Q: 3 clusters Score -2837496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2837511.750000 Penalty: 3286.875977
	Iteration 66Q: 3 clusters Score -2837512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2837527.500000 Penalty: 3286.875977
	Iteration 67Q: 3 clusters Score -2837528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2837542.000000 Penalty: 3286.875977
	Iteration 68Q: 3 clusters Score -2837542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2837550.000000 Penalty: 3286.875977
	Iteration 69Q: 3 clusters Score -2837550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2837571.500000 Penalty: 3286.875977
	Iteration 70Q: 3 clusters Score -2837572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2837587.750000 Penalty: 3286.875977
	Iteration 71Q: 3 clusters Score -2837588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2837606.500000 Penalty: 3286.875977
	Iteration 72Q: 3 clusters Score -2837606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2837620.000000 Penalty: 3286.875977
	Iteration 73Q: 3 clusters Score -2837620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2837642.250000 Penalty: 3286.875977
	Iteration 74Q: 3 clusters Score -2837642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2837651.000000 Penalty: 3286.875977
	Iteration 75Q: 3 clusters Score -2837651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2837661.500000 Penalty: 3286.875977
	Iteration 76Q: 3 clusters Score -2837662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2837679.750000 Penalty: 3286.875977
	Iteration 77Q: 3 clusters Score -2837680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2837683.000000 Penalty: 3286.875977
	Iteration 78Q: 3 clusters Score -2837683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2837688.500000 Penalty: 3286.875977
	Iteration 79Q: 3 clusters Score -2837688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2837699.250000 Penalty: 3286.875977
	Iteration 80F: 3 clusters Score -2837699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2837712.000000 Penalty: 3286.875977
	Iteration 81Q: 3 clusters Score -2837712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2837726.250000 Penalty: 3286.875977
	Iteration 82Q: 3 clusters Score -2837726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2837735.000000 Penalty: 3286.875977
	Iteration 83Q: 3 clusters Score -2837735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2837747.500000 Penalty: 3286.875977
	Iteration 84Q: 3 clusters Score -2837748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2837746.500000 Penalty: 3286.875977
	Iteration 85Q: 3 clusters Score -2837746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2837756.500000 Penalty: 3286.875977
	Iteration 86Q: 3 clusters Score -2837756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2837763.250000 Penalty: 3286.875977
	Iteration 87Q: 3 clusters Score -2837763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2837762.750000 Penalty: 3286.875977
	Iteration 88Q: 3 clusters Score -2837763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2837766.500000 Penalty: 3286.875977
	Iteration 89Q: 3 clusters Score -2837766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2837766.500000 Penalty: 3286.875977
	Iteration 90Q: 3 clusters Score -2837766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2837768.500000 Penalty: 3286.875977
	Iteration 91Q: 3 clusters Score -2837768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2837770.250000 Penalty: 3286.875977
	Iteration 92Q: 3 clusters Score -2837770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2837771.000000 Penalty: 3286.875977
	Iteration 93Q: 3 clusters Score -2837771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2837768.250000 Penalty: 3286.875977
	Iteration 94Q: 3 clusters Score -2837768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2837769.500000 Penalty: 3286.875977
	Iteration 95Q: 3 clusters Score -2837770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2837765.250000 Penalty: 3286.875977
	Iteration 96Q: 3 clusters Score -2837765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2837767.000000 Penalty: 3286.875977
	Iteration 97Q: 3 clusters Score -2837767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2837768.250000 Penalty: 3286.875977
	Iteration 98Q: 3 clusters Score -2837768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2837769.250000 Penalty: 3286.875977
	Iteration 99Q: 3 clusters Score -2837769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2837771.500000 Penalty: 3286.875977
	Iteration 100F: 3 clusters Score -2837772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2837770.250000 Penalty: 3286.875977
	Iteration 101Q: 3 clusters Score -2837770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2837770.250000 Penalty: 3286.875977
	Iteration 102F: 3 clusters Score -2837770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Entering Unmasked Estep 
Score: -3115573.250000 Penalty: 1658.618530
	Iteration 0F: 2 clusters Score -3115573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3097331.000000 Penalty: 3317.237061
	Iteration 0F: 3 clusters Score -3097331 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3104088.500000 Penalty: 3317.237061
	Iteration 1F: 3 clusters Score -3104088 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3104526.000000 Penalty: 3317.237061
	Iteration 2Q: 3 clusters Score -3104526 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3104987.000000 Penalty: 3317.237061
	Iteration 3Q: 3 clusters Score -3104987 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3105538.000000 Penalty: 3317.237061
	Iteration 4Q: 3 clusters Score -3105538 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3106231.250000 Penalty: 3317.237061
	Iteration 5Q: 3 clusters Score -3106231 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3107079.500000 Penalty: 3317.237061
	Iteration 6Q: 3 clusters Score -3107080 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -3108046.500000 Penalty: 3317.237061
	Iteration 7F: 3 clusters Score -3108046 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3109049.000000 Penalty: 3317.237061
	Iteration 8F: 3 clusters Score -3109049 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3109967.500000 Penalty: 3317.237061
	Iteration 9F: 3 clusters Score -3109968 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3110756.750000 Penalty: 3317.237061
	Iteration 10Q: 3 clusters Score -3110757 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -3111362.250000 Penalty: 3317.237061
	Iteration 11Q: 3 clusters Score -3111362 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -3111723.750000 Penalty: 3317.237061
	Iteration 12Q: 3 clusters Score -3111724 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -3111914.250000 Penalty: 3317.237061
	Iteration 13Q: 3 clusters Score -3111914 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3112040.750000 Penalty: 3317.237061
	Iteration 14Q: 3 clusters Score -3112041 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3112106.750000 Penalty: 3317.237061
	Iteration 15Q: 3 clusters Score -3112107 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3112159.000000 Penalty: 3317.237061
	Iteration 16Q: 3 clusters Score -3112159 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3112184.250000 Penalty: 3317.237061
	Iteration 17Q: 3 clusters Score -3112184 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3112224.500000 Penalty: 3317.237061
	Iteration 18Q: 3 clusters Score -3112224 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3112266.750000 Penalty: 3317.237061
	Iteration 19Q: 3 clusters Score -3112267 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -3112299.750000 Penalty: 3317.237061
	Iteration 20F: 3 clusters Score -3112300 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3112332.750000 Penalty: 3317.237061
	Iteration 21Q: 3 clusters Score -3112333 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3112361.250000 Penalty: 3317.237061
	Iteration 22Q: 3 clusters Score -3112361 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3112380.000000 Penalty: 3317.237061
	Iteration 23Q: 3 clusters Score -3112380 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3112406.500000 Penalty: 3317.237061
	Iteration 24Q: 3 clusters Score -3112406 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3112441.500000 Penalty: 3317.237061
	Iteration 25Q: 3 clusters Score -3112442 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -3112460.500000 Penalty: 3317.237061
	Iteration 26Q: 3 clusters Score -3112460 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3112487.750000 Penalty: 3317.237061
	Iteration 27Q: 3 clusters Score -3112488 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3112516.250000 Penalty: 3317.237061
	Iteration 28Q: 3 clusters Score -3112516 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3112553.250000 Penalty: 3317.237061
	Iteration 29Q: 3 clusters Score -3112553 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -3112580.500000 Penalty: 3317.237061
	Iteration 30Q: 3 clusters Score -3112580 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3112590.000000 Penalty: 3317.237061
	Iteration 31Q: 3 clusters Score -3112590 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3112624.750000 Penalty: 3317.237061
	Iteration 32Q: 3 clusters Score -3112625 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -3112651.750000 Penalty: 3317.237061
	Iteration 33Q: 3 clusters Score -3112652 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -3112688.250000 Penalty: 3317.237061
	Iteration 34Q: 3 clusters Score -3112688 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -3112730.500000 Penalty: 3317.237061
	Iteration 35Q: 3 clusters Score -3112730 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3112771.250000 Penalty: 3317.237061
	Iteration 36Q: 3 clusters Score -3112771 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3112826.750000 Penalty: 3317.237061
	Iteration 37Q: 3 clusters Score -3112827 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3112885.500000 Penalty: 3317.237061
	Iteration 38Q: 3 clusters Score -3112886 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3112954.250000 Penalty: 3317.237061
	Iteration 39Q: 3 clusters Score -3112954 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3113023.250000 Penalty: 3317.237061
	Iteration 40F: 3 clusters Score -3113023 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3113080.000000 Penalty: 3317.237061
	Iteration 41Q: 3 clusters Score -3113080 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3113142.750000 Penalty: 3317.237061
	Iteration 42Q: 3 clusters Score -3113143 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -3113210.000000 Penalty: 3317.237061
	Iteration 43Q: 3 clusters Score -3113210 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -3113289.000000 Penalty: 3317.237061
	Iteration 44Q: 3 clusters Score -3113289 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -3113328.500000 Penalty: 3317.237061
	Iteration 45Q: 3 clusters Score -3113328 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3113382.750000 Penalty: 3317.237061
	Iteration 46Q: 3 clusters Score -3113383 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3113435.000000 Penalty: 3317.237061
	Iteration 47Q: 3 clusters Score -3113435 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3113465.000000 Penalty: 3317.237061
	Iteration 48Q: 3 clusters Score -3113465 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3113501.000000 Penalty: 3317.237061
	Iteration 49Q: 3 clusters Score -3113501 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3113539.000000 Penalty: 3317.237061
	Iteration 50Q: 3 clusters Score -3113539 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3113557.750000 Penalty: 3317.237061
	Iteration 51Q: 3 clusters Score -3113558 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3113593.500000 Penalty: 3317.237061
	Iteration 52Q: 3 clusters Score -3113594 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3113621.750000 Penalty: 3317.237061
	Iteration 53Q: 3 clusters Score -3113622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -3113636.250000 Penalty: 3317.237061
	Iteration 54Q: 3 clusters Score -3113636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3113648.000000 Penalty: 3317.237061
	Iteration 55Q: 3 clusters Score -3113648 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3113679.250000 Penalty: 3317.237061
	Iteration 56Q: 3 clusters Score -3113679 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3113704.250000 Penalty: 3317.237061
	Iteration 57Q: 3 clusters Score -3113704 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3113739.750000 Penalty: 3317.237061
	Iteration 58Q: 3 clusters Score -3113740 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -3113765.250000 Penalty: 3317.237061
	Iteration 59Q: 3 clusters Score -3113765 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3113797.250000 Penalty: 3317.237061
	Iteration 60F: 3 clusters Score -3113797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3113824.500000 Penalty: 3317.237061
	Iteration 61Q: 3 clusters Score -3113824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3113840.750000 Penalty: 3317.237061
	Iteration 62Q: 3 clusters Score -3113841 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3113876.750000 Penalty: 3317.237061
	Iteration 63Q: 3 clusters Score -3113877 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3113891.500000 Penalty: 3317.237061
	Iteration 64Q: 3 clusters Score -3113892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3113923.250000 Penalty: 3317.237061
	Iteration 65Q: 3 clusters Score -3113923 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3113944.750000 Penalty: 3317.237061
	Iteration 66Q: 3 clusters Score -3113945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -3113968.000000 Penalty: 3317.237061
	Iteration 67Q: 3 clusters Score -3113968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3113985.750000 Penalty: 3317.237061
	Iteration 68Q: 3 clusters Score -3113986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3114002.750000 Penalty: 3317.237061
	Iteration 69Q: 3 clusters Score -3114003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3114023.000000 Penalty: 3317.237061
	Iteration 70Q: 3 clusters Score -3114023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3114024.750000 Penalty: 3317.237061
	Iteration 71Q: 3 clusters Score -3114025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -3114033.750000 Penalty: 3317.237061
	Iteration 72Q: 3 clusters Score -3114034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3114039.500000 Penalty: 3317.237061
	Iteration 73Q: 3 clusters Score -3114040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -3114043.750000 Penalty: 3317.237061
	Iteration 74Q: 3 clusters Score -3114044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3114042.250000 Penalty: 3317.237061
	Iteration 75Q: 3 clusters Score -3114042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3114042.500000 Penalty: 3317.237061
	Iteration 76Q: 3 clusters Score -3114042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3114045.500000 Penalty: 3317.237061
	Iteration 77Q: 3 clusters Score -3114046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -3114047.750000 Penalty: 3317.237061
	Iteration 78Q: 3 clusters Score -3114048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -3114045.000000 Penalty: 3317.237061
	Iteration 79Q: 3 clusters Score -3114045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3114051.750000 Penalty: 3317.237061
	Iteration 80F: 3 clusters Score -3114052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3114057.250000 Penalty: 3317.237061
	Iteration 81Q: 3 clusters Score -3114057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -3114056.000000 Penalty: 3317.237061
	Iteration 82Q: 3 clusters Score -3114056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -3114055.750000 Penalty: 3317.237061
	Iteration 83Q: 3 clusters Score -3114056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3114055.500000 Penalty: 3317.237061
	Iteration 84Q: 3 clusters Score -3114056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -3114054.250000 Penalty: 3317.237061
	Iteration 85Q: 3 clusters Score -3114054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3114055.000000 Penalty: 3317.237061
	Iteration 86Q: 3 clusters Score -3114055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -3114056.500000 Penalty: 3317.237061
	Iteration 87Q: 3 clusters Score -3114056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -3114055.000000 Penalty: 3317.237061
	Iteration 88Q: 3 clusters Score -3114055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -3114055.000000 Penalty: 3317.237061
	Iteration 89F: 3 clusters Score -3114055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Entering Unmasked Estep 
Score: -403016.281250 Penalty: 1323.085205
	Iteration 0F: 2 clusters Score -403016.3 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 1755 members 
Entering Unmasked Estep 
Score: -400033.093750 Penalty: 2646.170410
	Iteration 0F: 3 clusters Score -400033.1 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -400742.156250 Penalty: 2646.170410
	Iteration 1F: 3 clusters Score -400742.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -400870.687500 Penalty: 2646.170410
	Iteration 2F: 3 clusters Score -400870.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -400967.343750 Penalty: 2646.170410
	Iteration 3F: 3 clusters Score -400967.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -401040.281250 Penalty: 2646.170410
	Iteration 4Q: 3 clusters Score -401040.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -401090.281250 Penalty: 2646.170410
	Iteration 5Q: 3 clusters Score -401090.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -401138.156250 Penalty: 2646.170410
	Iteration 6Q: 3 clusters Score -401138.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -401193.625000 Penalty: 2646.170410
	Iteration 7Q: 3 clusters Score -401193.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -401239.031250 Penalty: 2646.170410
	Iteration 8Q: 3 clusters Score -401239 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -401295.437500 Penalty: 2646.170410
	Iteration 9Q: 3 clusters Score -401295.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -401353.656250 Penalty: 2646.170410
	Iteration 10Q: 3 clusters Score -401353.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -401407.781250 Penalty: 2646.170410
	Iteration 11Q: 3 clusters Score -401407.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -401467.375000 Penalty: 2646.170410
	Iteration 12Q: 3 clusters Score -401467.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -401520.968750 Penalty: 2646.170410
	Iteration 13Q: 3 clusters Score -401521 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -401581.343750 Penalty: 2646.170410
	Iteration 14Q: 3 clusters Score -401581.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -401623.406250 Penalty: 2646.170410
	Iteration 15Q: 3 clusters Score -401623.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -401665.843750 Penalty: 2646.170410
	Iteration 16Q: 3 clusters Score -401665.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -401702.312500 Penalty: 2646.170410
	Iteration 17Q: 3 clusters Score -401702.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -401737.656250 Penalty: 2646.170410
	Iteration 18Q: 3 clusters Score -401737.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -401770.687500 Penalty: 2646.170410
	Iteration 19Q: 3 clusters Score -401770.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -401790.562500 Penalty: 2646.170410
	Iteration 20F: 3 clusters Score -401790.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -401804.937500 Penalty: 2646.170410
	Iteration 21Q: 3 clusters Score -401804.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -401811.656250 Penalty: 2646.170410
	Iteration 22Q: 3 clusters Score -401811.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -401820.781250 Penalty: 2646.170410
	Iteration 23Q: 3 clusters Score -401820.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -401830.593750 Penalty: 2646.170410
	Iteration 24Q: 3 clusters Score -401830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -401835.875000 Penalty: 2646.170410
	Iteration 25Q: 3 clusters Score -401835.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -401842.312500 Penalty: 2646.170410
	Iteration 26Q: 3 clusters Score -401842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -401847.406250 Penalty: 2646.170410
	Iteration 27Q: 3 clusters Score -401847.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -401854.125000 Penalty: 2646.170410
	Iteration 28Q: 3 clusters Score -401854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -401856.156250 Penalty: 2646.170410
	Iteration 29Q: 3 clusters Score -401856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -401856.312500 Penalty: 2646.170410
	Iteration 30Q: 3 clusters Score -401856.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -401856.312500 Penalty: 2646.170410
	Iteration 31F: 3 clusters Score -401856.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Entering Unmasked Estep 
Score: -5880771.500000 Penalty: 1763.032959
	Iteration 0F: 2 clusters Score -5880772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -5846463.500000 Penalty: 3526.065918
	Iteration 0F: 3 clusters Score -5846464 nChanged 24139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -5860549.000000 Penalty: 3526.065918
	Iteration 1F: 3 clusters Score -5860549 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -5862199.000000 Penalty: 3526.065918
	Iteration 2Q: 3 clusters Score -5862199 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -5864943.000000 Penalty: 3526.065918
	Iteration 3F: 3 clusters Score -5864943 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -5868165.500000 Penalty: 3526.065918
	Iteration 4F: 3 clusters Score -5868166 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -5871998.000000 Penalty: 3526.065918
	Iteration 5F: 3 clusters Score -5871998 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -5876058.500000 Penalty: 3526.065918
	Iteration 6F: 3 clusters Score -5876058 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -5879430.000000 Penalty: 3526.065918
	Iteration 7F: 3 clusters Score -5879430 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -5881608.000000 Penalty: 3526.065918
	Iteration 8F: 3 clusters Score -5881608 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -5882744.000000 Penalty: 3526.065918
	Iteration 9Q: 3 clusters Score -5882744 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -5883470.500000 Penalty: 3526.065918
	Iteration 10Q: 3 clusters Score -5883470 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -5884024.500000 Penalty: 3526.065918
	Iteration 11Q: 3 clusters Score -5884024 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -5884697.500000 Penalty: 3526.065918
	Iteration 12Q: 3 clusters Score -5884698 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -5885170.000000 Penalty: 3526.065918
	Iteration 13Q: 3 clusters Score -5885170 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5885268.500000 Penalty: 3526.065918
	Iteration 14Q: 3 clusters Score -5885268 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5885303.500000 Penalty: 3526.065918
	Iteration 15Q: 3 clusters Score -5885304 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -5885338.000000 Penalty: 3526.065918
	Iteration 16Q: 3 clusters Score -5885338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -5885352.000000 Penalty: 3526.065918
	Iteration 17Q: 3 clusters Score -5885352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5885351.000000 Penalty: 3526.065918
	Iteration 18Q: 3 clusters Score -5885351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -5885364.000000 Penalty: 3526.065918
	Iteration 19Q: 3 clusters Score -5885364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5885366.500000 Penalty: 3526.065918
	Iteration 20F: 3 clusters Score -5885366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5885368.000000 Penalty: 3526.065918
	Iteration 21Q: 3 clusters Score -5885368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5885365.500000 Penalty: 3526.065918
	Iteration 22Q: 3 clusters Score -5885366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5885371.000000 Penalty: 3526.065918
	Iteration 23Q: 3 clusters Score -5885371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -5885364.500000 Penalty: 3526.065918
	Iteration 24Q: 3 clusters Score -5885364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -5885362.000000 Penalty: 3526.065918
	Iteration 25Q: 3 clusters Score -5885362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -5885362.000000 Penalty: 3526.065918
	Iteration 26Q: 3 clusters Score -5885362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5885366.000000 Penalty: 3526.065918
	Iteration 27Q: 3 clusters Score -5885366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5885366.000000 Penalty: 3526.065918
	Iteration 28F: 3 clusters Score -5885366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8303 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 167013 members 
Mstep: Class 5 contains 98520 members 
Mstep: Class 6 contains 66050 members 
Mstep: Class 7 contains 107271 members 
Mstep: Class 8 contains 105187 members 
Mstep: Class 9 contains 18337 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 41252 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 296 members 
Mstep: Class 14 contains 2955 members 
Mstep: Class 15 contains 7564 members 
Mstep: Class 16 contains 24673 members 
Mstep: Class 17 contains 27089 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 21 contains 48550 members 
Mstep: Class 23 contains 176125 members 
Entering Unmasked Estep 
Score: -102027752.000000 Penalty: 44596.628906
Splitting cluster 21 changes total score from -101986768.000000 to -102027752.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 23 (176125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176125 members 
Entering Unmasked Estep 
Score: -20276696.000000 Penalty: 1962.829224
	Iteration 0F: 2 clusters Score -2.02767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -20193316.000000 Penalty: 3925.658447
	Iteration 0F: 3 clusters Score -2.019332e+07 nChanged 85337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -20243666.000000 Penalty: 3925.658447
	Iteration 1F: 3 clusters Score -2.024367e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85354 members 
Mstep: Class 2 contains 90771 members 
Entering Unmasked Estep 
Score: -20245980.000000 Penalty: 3925.658447
	Iteration 2Q: 3 clusters Score -2.024598e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -20249646.000000 Penalty: 3925.658447
	Iteration 3Q: 3 clusters Score -2.024965e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 85801 members 
Entering Unmasked Estep 
Score: -20254580.000000 Penalty: 3925.658447
	Iteration 4F: 3 clusters Score -2.025458e+07 nChanged 11365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96271 members 
Mstep: Class 2 contains 79854 members 
Entering Unmasked Estep 
Score: -20260440.000000 Penalty: 3925.658447
	Iteration 5F: 3 clusters Score -2.026044e+07 nChanged 12903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104470 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -20267794.000000 Penalty: 3925.658447
	Iteration 6F: 3 clusters Score -2.026779e+07 nChanged 13092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113590 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -20275096.000000 Penalty: 3925.658447
	Iteration 7F: 3 clusters Score -2.02751e+07 nChanged 11586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121860 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -20281006.000000 Penalty: 3925.658447
	Iteration 8F: 3 clusters Score -2.028101e+07 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128111 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -20283864.000000 Penalty: 3925.658447
	Iteration 9F: 3 clusters Score -2.028386e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133071 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -20284934.000000 Penalty: 3925.658447
	Iteration 10Q: 3 clusters Score -2.028493e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137263 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -20285350.000000 Penalty: 3925.658447
	Iteration 11Q: 3 clusters Score -2.028535e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140947 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -20286838.000000 Penalty: 3925.658447
	Iteration 12Q: 3 clusters Score -2.028684e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144254 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -20288690.000000 Penalty: 3925.658447
	Iteration 13Q: 3 clusters Score -2.028869e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147393 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -20289924.000000 Penalty: 3925.658447
	Iteration 14Q: 3 clusters Score -2.028992e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150251 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -20290624.000000 Penalty: 3925.658447
	Iteration 15Q: 3 clusters Score -2.029062e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152730 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -20290910.000000 Penalty: 3925.658447
	Iteration 16Q: 3 clusters Score -2.029091e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154842 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -20291184.000000 Penalty: 3925.658447
	Iteration 17Q: 3 clusters Score -2.029118e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156625 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -20291384.000000 Penalty: 3925.658447
	Iteration 18Q: 3 clusters Score -2.029138e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158236 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -20291714.000000 Penalty: 3925.658447
	Iteration 19Q: 3 clusters Score -2.029171e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159533 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -20292038.000000 Penalty: 3925.658447
	Iteration 20F: 3 clusters Score -2.029204e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160536 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -20292132.000000 Penalty: 3925.658447
	Iteration 21Q: 3 clusters Score -2.029213e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161351 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -20292386.000000 Penalty: 3925.658447
	Iteration 22Q: 3 clusters Score -2.029239e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161864 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -20292640.000000 Penalty: 3925.658447
	Iteration 23Q: 3 clusters Score -2.029264e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162148 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -20292966.000000 Penalty: 3925.658447
	Iteration 24Q: 3 clusters Score -2.029297e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162353 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -20293106.000000 Penalty: 3925.658447
	Iteration 25Q: 3 clusters Score -2.029311e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162501 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -20293214.000000 Penalty: 3925.658447
	Iteration 26Q: 3 clusters Score -2.029321e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162596 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -20293242.000000 Penalty: 3925.658447
	Iteration 27Q: 3 clusters Score -2.029324e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162654 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -20293274.000000 Penalty: 3925.658447
	Iteration 28Q: 3 clusters Score -2.029327e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162637 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -20293360.000000 Penalty: 3925.658447
	Iteration 29Q: 3 clusters Score -2.029336e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162619 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -20293434.000000 Penalty: 3925.658447
	Iteration 30Q: 3 clusters Score -2.029343e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162591 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -20293490.000000 Penalty: 3925.658447
	Iteration 31Q: 3 clusters Score -2.029349e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162528 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -20293600.000000 Penalty: 3925.658447
	Iteration 32Q: 3 clusters Score -2.02936e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162463 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -20293664.000000 Penalty: 3925.658447
	Iteration 33Q: 3 clusters Score -2.029366e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162385 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -20293722.000000 Penalty: 3925.658447
	Iteration 34Q: 3 clusters Score -2.029372e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162310 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -20293784.000000 Penalty: 3925.658447
	Iteration 35Q: 3 clusters Score -2.029378e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162258 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -20293810.000000 Penalty: 3925.658447
	Iteration 36Q: 3 clusters Score -2.029381e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162205 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -20293822.000000 Penalty: 3925.658447
	Iteration 37Q: 3 clusters Score -2.029382e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162158 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -20293868.000000 Penalty: 3925.658447
	Iteration 38Q: 3 clusters Score -2.029387e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162119 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -20293916.000000 Penalty: 3925.658447
	Iteration 39Q: 3 clusters Score -2.029392e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162089 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -20293926.000000 Penalty: 3925.658447
	Iteration 40F: 3 clusters Score -2.029393e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162076 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -20293920.000000 Penalty: 3925.658447
	Iteration 41Q: 3 clusters Score -2.029392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162050 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -20293956.000000 Penalty: 3925.658447
	Iteration 42Q: 3 clusters Score -2.029396e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162029 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -20293972.000000 Penalty: 3925.658447
	Iteration 43Q: 3 clusters Score -2.029397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162019 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -20293992.000000 Penalty: 3925.658447
	Iteration 44Q: 3 clusters Score -2.029399e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162013 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -20293986.000000 Penalty: 3925.658447
	Iteration 45Q: 3 clusters Score -2.029399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162006 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -20293994.000000 Penalty: 3925.658447
	Iteration 46Q: 3 clusters Score -2.029399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162000 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -20294004.000000 Penalty: 3925.658447
	Iteration 47Q: 3 clusters Score -2.0294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161998 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -20294012.000000 Penalty: 3925.658447
	Iteration 48Q: 3 clusters Score -2.029401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161995 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -20294018.000000 Penalty: 3925.658447
	Iteration 49Q: 3 clusters Score -2.029402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161995 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -20294018.000000 Penalty: 3925.658447
	Iteration 50Q: 3 clusters Score -2.029402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161995 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -20294018.000000 Penalty: 3925.658447
	Iteration 51Q: 3 clusters Score -2.029402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161995 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -20294018.000000 Penalty: 3925.658447
	Iteration 52F: 3 clusters Score -2.029402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8303 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 167013 members 
Mstep: Class 5 contains 98520 members 
Mstep: Class 6 contains 66050 members 
Mstep: Class 7 contains 107271 members 
Mstep: Class 8 contains 105187 members 
Mstep: Class 9 contains 18337 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 41252 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 296 members 
Mstep: Class 14 contains 2955 members 
Mstep: Class 15 contains 7564 members 
Mstep: Class 16 contains 24673 members 
Mstep: Class 17 contains 27089 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 14130 members 
Mstep: Class 21 contains 48550 members 
Mstep: Class 23 contains 161995 members 
Entering Unmasked Estep 
Score: -102045368.000000 Penalty: 46826.460938
Splitting cluster 23 changes total score from -101986768.000000 to -102045368.000000
So it's getting split into cluster 19.
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 167013 members 
Mstep: Class 5 contains 98520 members 
Mstep: Class 7 contains 107271 members 
Mstep: Class 8 contains 105187 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 15 contains 7564 members 
Mstep: Class 16 contains 24673 members 
Mstep: Class 17 contains 27089 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 21 contains 48550 members 
Mstep: Class 23 contains 161995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102051752.000000 Penalty: 46826.460938
Iteration 39Q: 22 clusters Score -1.020518e+08 nChanged 17692
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8074 members 
Mstep: Class 3 contains 5081 members 
Mstep: Class 4 contains 166343 members 
Mstep: Class 5 contains 98961 members 
Mstep: Class 6 contains 65403 members 
Mstep: Class 7 contains 106992 members 
Mstep: Class 8 contains 106961 members 
Mstep: Class 9 contains 18097 members 
Mstep: Class 10 contains 570 members 
Mstep: Class 11 contains 41001 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 298 members 
Mstep: Class 14 contains 2955 members 
Mstep: Class 15 contains 7818 members 
Mstep: Class 16 contains 24670 members 
Mstep: Class 17 contains 25619 members 
Mstep: Class 18 contains 3170 members 
Mstep: Class 19 contains 14377 members 
Mstep: Class 21 contains 48600 members 
Mstep: Class 23 contains 162569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102057024.000000 Penalty: 46826.460938
Iteration 40F: 22 clusters Score -1.02057e+08 nChanged 13792
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8677 members 
Mstep: Class 3 contains 4953 members 
Mstep: Class 4 contains 165814 members 
Mstep: Class 5 contains 98753 members 
Mstep: Class 6 contains 67689 members 
Mstep: Class 7 contains 107103 members 
Mstep: Class 8 contains 108469 members 
Mstep: Class 9 contains 17912 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 40919 members 
Mstep: Class 12 contains 2256 members 
Mstep: Class 13 contains 354 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 15 contains 8024 members 
Mstep: Class 16 contains 24614 members 
Mstep: Class 17 contains 24319 members 
Mstep: Class 18 contains 2966 members 
Mstep: Class 19 contains 14553 members 
Mstep: Class 21 contains 48352 members 
Mstep: Class 23 contains 160428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102061864.000000 Penalty: 46826.460938
Iteration 41Q: 22 clusters Score -1.020619e+08 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9070 members 
Mstep: Class 3 contains 4862 members 
Mstep: Class 4 contains 165500 members 
Mstep: Class 5 contains 98651 members 
Mstep: Class 6 contains 69673 members 
Mstep: Class 7 contains 107445 members 
Mstep: Class 8 contains 109828 members 
Mstep: Class 9 contains 17734 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 40697 members 
Mstep: Class 12 contains 2294 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 3103 members 
Mstep: Class 15 contains 8230 members 
Mstep: Class 16 contains 24562 members 
Mstep: Class 17 contains 23127 members 
Mstep: Class 18 contains 2765 members 
Mstep: Class 19 contains 14552 members 
Mstep: Class 21 contains 48167 members 
Mstep: Class 23 contains 158521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102065624.000000 Penalty: 46826.460938
Iteration 42Q: 22 clusters Score -1.020656e+08 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9361 members 
Mstep: Class 3 contains 4784 members 
Mstep: Class 4 contains 165251 members 
Mstep: Class 5 contains 98651 members 
Mstep: Class 6 contains 71614 members 
Mstep: Class 7 contains 107852 members 
Mstep: Class 8 contains 111114 members 
Mstep: Class 9 contains 17564 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 40436 members 
Mstep: Class 12 contains 2313 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 3168 members 
Mstep: Class 15 contains 8412 members 
Mstep: Class 16 contains 24501 members 
Mstep: Class 17 contains 22031 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 14437 members 
Mstep: Class 21 contains 48025 members 
Mstep: Class 23 contains 156640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102068296.000000 Penalty: 46826.460938
Iteration 43Q: 22 clusters Score -1.020683e+08 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9590 members 
Mstep: Class 3 contains 4731 members 
Mstep: Class 4 contains 164925 members 
Mstep: Class 5 contains 98735 members 
Mstep: Class 6 contains 73622 members 
Mstep: Class 7 contains 108430 members 
Mstep: Class 8 contains 112312 members 
Mstep: Class 9 contains 17433 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 40167 members 
Mstep: Class 12 contains 2331 members 
Mstep: Class 13 contains 447 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 8564 members 
Mstep: Class 16 contains 24433 members 
Mstep: Class 17 contains 21095 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 14219 members 
Mstep: Class 21 contains 47974 members 
Mstep: Class 23 contains 154516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102071320.000000 Penalty: 46826.460938
Iteration 44Q: 22 clusters Score -1.020713e+08 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9755 members 
Mstep: Class 3 contains 4678 members 
Mstep: Class 4 contains 164642 members 
Mstep: Class 5 contains 98853 members 
Mstep: Class 6 contains 75890 members 
Mstep: Class 7 contains 109120 members 
Mstep: Class 8 contains 113450 members 
Mstep: Class 9 contains 17295 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 39937 members 
Mstep: Class 12 contains 2341 members 
Mstep: Class 13 contains 455 members 
Mstep: Class 14 contains 3288 members 
Mstep: Class 15 contains 8697 members 
Mstep: Class 16 contains 24356 members 
Mstep: Class 17 contains 20224 members 
Mstep: Class 18 contains 2293 members 
Mstep: Class 19 contains 13874 members 
Mstep: Class 21 contains 47903 members 
Mstep: Class 23 contains 152124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102073000.000000 Penalty: 46826.460938
Iteration 45Q: 22 clusters Score -1.02073e+08 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9878 members 
Mstep: Class 3 contains 4646 members 
Mstep: Class 4 contains 164394 members 
Mstep: Class 5 contains 98998 members 
Mstep: Class 6 contains 78476 members 
Mstep: Class 7 contains 109843 members 
Mstep: Class 8 contains 114496 members 
Mstep: Class 9 contains 17159 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 39709 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 458 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 15 contains 8792 members 
Mstep: Class 16 contains 24265 members 
Mstep: Class 17 contains 19462 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 13388 members 
Mstep: Class 21 contains 47822 members 
Mstep: Class 23 contains 149486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102075304.000000 Penalty: 46826.460938
Iteration 46Q: 22 clusters Score -1.020753e+08 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9982 members 
Mstep: Class 3 contains 4623 members 
Mstep: Class 4 contains 164183 members 
Mstep: Class 5 contains 99152 members 
Mstep: Class 6 contains 81312 members 
Mstep: Class 7 contains 110715 members 
Mstep: Class 8 contains 115405 members 
Mstep: Class 9 contains 17023 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 39502 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 8876 members 
Mstep: Class 16 contains 24169 members 
Mstep: Class 17 contains 18793 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 19 contains 12754 members 
Mstep: Class 21 contains 47752 members 
Mstep: Class 23 contains 146566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102077208.000000 Penalty: 46826.460938
Iteration 47Q: 22 clusters Score -1.020772e+08 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10066 members 
Mstep: Class 3 contains 4610 members 
Mstep: Class 4 contains 163875 members 
Mstep: Class 5 contains 99288 members 
Mstep: Class 6 contains 84702 members 
Mstep: Class 7 contains 112204 members 
Mstep: Class 8 contains 116260 members 
Mstep: Class 9 contains 16907 members 
Mstep: Class 10 contains 570 members 
Mstep: Class 11 contains 39343 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 460 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 8984 members 
Mstep: Class 16 contains 24090 members 
Mstep: Class 17 contains 18203 members 
Mstep: Class 18 contains 2089 members 
Mstep: Class 19 contains 11924 members 
Mstep: Class 21 contains 47693 members 
Mstep: Class 23 contains 142659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102078400.000000 Penalty: 46826.460938
Iteration 48Q: 22 clusters Score -1.020784e+08 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10134 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 163606 members 
Mstep: Class 5 contains 99455 members 
Mstep: Class 6 contains 88693 members 
Mstep: Class 7 contains 114391 members 
Mstep: Class 8 contains 117037 members 
Mstep: Class 9 contains 16813 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 39217 members 
Mstep: Class 12 contains 2378 members 
Mstep: Class 13 contains 462 members 
Mstep: Class 14 contains 3489 members 
Mstep: Class 15 contains 9065 members 
Mstep: Class 16 contains 24010 members 
Mstep: Class 17 contains 17666 members 
Mstep: Class 18 contains 2047 members 
Mstep: Class 19 contains 10982 members 
Mstep: Class 21 contains 47653 members 
Mstep: Class 23 contains 137501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102078800.000000 Penalty: 46826.460938
Iteration 49Q: 22 clusters Score -1.020788e+08 nChanged 13951
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10206 members 
Mstep: Class 3 contains 4568 members 
Mstep: Class 4 contains 163372 members 
Mstep: Class 5 contains 99610 members 
Mstep: Class 6 contains 92932 members 
Mstep: Class 7 contains 117427 members 
Mstep: Class 8 contains 117725 members 
Mstep: Class 9 contains 16784 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 39097 members 
Mstep: Class 12 contains 2385 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 3519 members 
Mstep: Class 15 contains 9119 members 
Mstep: Class 16 contains 23937 members 
Mstep: Class 17 contains 17220 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 9980 members 
Mstep: Class 21 contains 47636 members 
Mstep: Class 23 contains 131195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102079344.000000 Penalty: 46826.460938
Iteration 50Q: 22 clusters Score -1.020793e+08 nChanged 13845
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10276 members 
Mstep: Class 3 contains 4546 members 
Mstep: Class 4 contains 163157 members 
Mstep: Class 5 contains 99735 members 
Mstep: Class 6 contains 95852 members 
Mstep: Class 7 contains 121390 members 
Mstep: Class 8 contains 118269 members 
Mstep: Class 9 contains 16721 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 38995 members 
Mstep: Class 12 contains 2390 members 
Mstep: Class 13 contains 465 members 
Mstep: Class 14 contains 3542 members 
Mstep: Class 15 contains 9182 members 
Mstep: Class 16 contains 23875 members 
Mstep: Class 17 contains 16876 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 9246 members 
Mstep: Class 21 contains 47622 members 
Mstep: Class 23 contains 125076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102079112.000000 Penalty: 46826.460938
Iteration 51Q: 22 clusters Score -1.020791e+08 nChanged 12121
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10331 members 
Mstep: Class 3 contains 4532 members 
Mstep: Class 4 contains 163004 members 
Mstep: Class 5 contains 99834 members 
Mstep: Class 6 contains 96595 members 
Mstep: Class 7 contains 125766 members 
Mstep: Class 8 contains 118758 members 
Mstep: Class 9 contains 16678 members 
Mstep: Class 10 contains 560 members 
Mstep: Class 11 contains 38925 members 
Mstep: Class 12 contains 2391 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 3563 members 
Mstep: Class 15 contains 9230 members 
Mstep: Class 16 contains 23805 members 
Mstep: Class 17 contains 16548 members 
Mstep: Class 18 contains 1941 members 
Mstep: Class 19 contains 8678 members 
Mstep: Class 21 contains 47605 members 
Mstep: Class 23 contains 120544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102078304.000000 Penalty: 46826.460938
Iteration 52Q: 22 clusters Score -1.020783e+08 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10363 members 
Mstep: Class 3 contains 4524 members 
Mstep: Class 4 contains 162877 members 
Mstep: Class 5 contains 99910 members 
Mstep: Class 6 contains 95567 members 
Mstep: Class 7 contains 130192 members 
Mstep: Class 8 contains 119196 members 
Mstep: Class 9 contains 16652 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 38878 members 
Mstep: Class 12 contains 2392 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 3587 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 23721 members 
Mstep: Class 17 contains 16260 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 8158 members 
Mstep: Class 21 contains 47583 members 
Mstep: Class 23 contains 117670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102078376.000000 Penalty: 46826.460938
Iteration 53Q: 22 clusters Score -1.020784e+08 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10382 members 
Mstep: Class 3 contains 4520 members 
Mstep: Class 4 contains 162744 members 
Mstep: Class 5 contains 99963 members 
Mstep: Class 6 contains 93353 members 
Mstep: Class 7 contains 134635 members 
Mstep: Class 8 contains 119602 members 
Mstep: Class 9 contains 16619 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 38839 members 
Mstep: Class 12 contains 2393 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 3611 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 23645 members 
Mstep: Class 17 contains 15997 members 
Mstep: Class 18 contains 1890 members 
Mstep: Class 19 contains 7688 members 
Mstep: Class 21 contains 47557 members 
Mstep: Class 23 contains 115932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102077984.000000 Penalty: 46826.460938
Iteration 54Q: 22 clusters Score -1.02078e+08 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10397 members 
Mstep: Class 3 contains 4515 members 
Mstep: Class 4 contains 162647 members 
Mstep: Class 5 contains 100020 members 
Mstep: Class 6 contains 90622 members 
Mstep: Class 7 contains 138741 members 
Mstep: Class 8 contains 119950 members 
Mstep: Class 9 contains 16594 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 38807 members 
Mstep: Class 12 contains 2397 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 3631 members 
Mstep: Class 15 contains 9423 members 
Mstep: Class 16 contains 23585 members 
Mstep: Class 17 contains 15762 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 7305 members 
Mstep: Class 21 contains 47525 members 
Mstep: Class 23 contains 114947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102077976.000000 Penalty: 46826.460938
Iteration 55Q: 22 clusters Score -1.02078e+08 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10412 members 
Mstep: Class 3 contains 4512 members 
Mstep: Class 4 contains 162520 members 
Mstep: Class 5 contains 99962 members 
Mstep: Class 6 contains 87711 members 
Mstep: Class 7 contains 142541 members 
Mstep: Class 8 contains 120279 members 
Mstep: Class 9 contains 16544 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 38776 members 
Mstep: Class 12 contains 2406 members 
Mstep: Class 13 contains 468 members 
Mstep: Class 14 contains 3645 members 
Mstep: Class 15 contains 9471 members 
Mstep: Class 16 contains 23529 members 
Mstep: Class 17 contains 15561 members 
Mstep: Class 18 contains 1847 members 
Mstep: Class 19 contains 6933 members 
Mstep: Class 21 contains 47509 members 
Mstep: Class 23 contains 114574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102077976.000000 Penalty: 46826.460938
Iteration 56Q: 22 clusters Score -1.02078e+08 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10429 members 
Mstep: Class 3 contains 4507 members 
Mstep: Class 4 contains 162420 members 
Mstep: Class 5 contains 99813 members 
Mstep: Class 6 contains 85535 members 
Mstep: Class 7 contains 145381 members 
Mstep: Class 8 contains 120580 members 
Mstep: Class 9 contains 16485 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 38751 members 
Mstep: Class 12 contains 2410 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 3655 members 
Mstep: Class 15 contains 9517 members 
Mstep: Class 16 contains 23467 members 
Mstep: Class 17 contains 15381 members 
Mstep: Class 18 contains 1828 members 
Mstep: Class 19 contains 6650 members 
Mstep: Class 21 contains 47492 members 
Mstep: Class 23 contains 114433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102077032.000000 Penalty: 46826.460938
Iteration 57Q: 22 clusters Score -1.02077e+08 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10444 members 
Mstep: Class 3 contains 4507 members 
Mstep: Class 4 contains 162346 members 
Mstep: Class 5 contains 99678 members 
Mstep: Class 6 contains 83888 members 
Mstep: Class 7 contains 147506 members 
Mstep: Class 8 contains 120815 members 
Mstep: Class 9 contains 16435 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 38734 members 
Mstep: Class 12 contains 2414 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 15 contains 9552 members 
Mstep: Class 16 contains 23409 members 
Mstep: Class 17 contains 15241 members 
Mstep: Class 18 contains 1807 members 
Mstep: Class 19 contains 6432 members 
Mstep: Class 21 contains 47465 members 
Mstep: Class 23 contains 114399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102076384.000000 Penalty: 46826.460938
Iteration 58Q: 22 clusters Score -1.020764e+08 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10455 members 
Mstep: Class 3 contains 4505 members 
Mstep: Class 4 contains 162289 members 
Mstep: Class 5 contains 99530 members 
Mstep: Class 6 contains 82730 members 
Mstep: Class 7 contains 148979 members 
Mstep: Class 8 contains 121010 members 
Mstep: Class 9 contains 16425 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 38729 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3676 members 
Mstep: Class 15 contains 9576 members 
Mstep: Class 16 contains 23356 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 6236 members 
Mstep: Class 21 contains 47450 members 
Mstep: Class 23 contains 114457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102075568.000000 Penalty: 46826.460938
Iteration 59Q: 22 clusters Score -1.020756e+08 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10463 members 
Mstep: Class 3 contains 4501 members 
Mstep: Class 4 contains 162192 members 
Mstep: Class 5 contains 99404 members 
Mstep: Class 6 contains 81957 members 
Mstep: Class 7 contains 149982 members 
Mstep: Class 8 contains 121221 members 
Mstep: Class 9 contains 16410 members 
Mstep: Class 10 contains 549 members 
Mstep: Class 11 contains 38730 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 3681 members 
Mstep: Class 15 contains 9609 members 
Mstep: Class 16 contains 23305 members 
Mstep: Class 17 contains 15031 members 
Mstep: Class 18 contains 1791 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 21 contains 47434 members 
Mstep: Class 23 contains 114554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102076664.000000 Penalty: 46826.460938
Iteration 60F: 22 clusters Score -1.020767e+08 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10471 members 
Mstep: Class 3 contains 4503 members 
Mstep: Class 4 contains 162080 members 
Mstep: Class 5 contains 99313 members 
Mstep: Class 6 contains 86562 members 
Mstep: Class 7 contains 150703 members 
Mstep: Class 8 contains 121425 members 
Mstep: Class 9 contains 16399 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 38729 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 14 contains 3685 members 
Mstep: Class 15 contains 9649 members 
Mstep: Class 16 contains 23263 members 
Mstep: Class 17 contains 14940 members 
Mstep: Class 18 contains 1778 members 
Mstep: Class 19 contains 5912 members 
Mstep: Class 21 contains 47422 members 
Mstep: Class 23 contains 109490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102077648.000000 Penalty: 46826.460938
Iteration 61Q: 22 clusters Score -1.020776e+08 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10481 members 
Mstep: Class 3 contains 4503 members 
Mstep: Class 4 contains 161968 members 
Mstep: Class 5 contains 99219 members 
Mstep: Class 6 contains 91310 members 
Mstep: Class 7 contains 152371 members 
Mstep: Class 8 contains 121618 members 
Mstep: Class 9 contains 16383 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38724 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 476 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 9675 members 
Mstep: Class 16 contains 23219 members 
Mstep: Class 17 contains 14894 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 21 contains 47408 members 
Mstep: Class 23 contains 103266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102076520.000000 Penalty: 46826.460938
Iteration 62Q: 22 clusters Score -1.020765e+08 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10491 members 
Mstep: Class 3 contains 4499 members 
Mstep: Class 4 contains 161866 members 
Mstep: Class 5 contains 99153 members 
Mstep: Class 6 contains 95946 members 
Mstep: Class 7 contains 154627 members 
Mstep: Class 8 contains 121825 members 
Mstep: Class 9 contains 16404 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38723 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 480 members 
Mstep: Class 14 contains 3692 members 
Mstep: Class 15 contains 9686 members 
Mstep: Class 16 contains 23176 members 
Mstep: Class 17 contains 14835 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 5778 members 
Mstep: Class 21 contains 47397 members 
Mstep: Class 23 contains 96463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102074976.000000 Penalty: 46826.460938
Iteration 63Q: 22 clusters Score -1.02075e+08 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 4495 members 
Mstep: Class 4 contains 161815 members 
Mstep: Class 5 contains 99142 members 
Mstep: Class 6 contains 100301 members 
Mstep: Class 7 contains 157154 members 
Mstep: Class 8 contains 121975 members 
Mstep: Class 9 contains 16434 members 
Mstep: Class 10 contains 545 members 
Mstep: Class 11 contains 38721 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 482 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 9705 members 
Mstep: Class 16 contains 23141 members 
Mstep: Class 17 contains 14777 members 
Mstep: Class 18 contains 1747 members 
Mstep: Class 19 contains 5780 members 
Mstep: Class 21 contains 47395 members 
Mstep: Class 23 contains 89540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102073600.000000 Penalty: 46826.460938
Iteration 64Q: 22 clusters Score -1.020736e+08 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10515 members 
Mstep: Class 3 contains 4491 members 
Mstep: Class 4 contains 161764 members 
Mstep: Class 5 contains 99150 members 
Mstep: Class 6 contains 104275 members 
Mstep: Class 7 contains 159473 members 
Mstep: Class 8 contains 122109 members 
Mstep: Class 9 contains 16468 members 
Mstep: Class 10 contains 545 members 
Mstep: Class 11 contains 38720 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 9728 members 
Mstep: Class 16 contains 23091 members 
Mstep: Class 17 contains 14722 members 
Mstep: Class 18 contains 1737 members 
Mstep: Class 19 contains 5814 members 
Mstep: Class 21 contains 47404 members 
Mstep: Class 23 contains 83160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102071312.000000 Penalty: 46826.460938
Iteration 65Q: 22 clusters Score -1.020713e+08 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10519 members 
Mstep: Class 3 contains 4488 members 
Mstep: Class 4 contains 161699 members 
Mstep: Class 5 contains 99218 members 
Mstep: Class 6 contains 107284 members 
Mstep: Class 7 contains 161355 members 
Mstep: Class 8 contains 122254 members 
Mstep: Class 9 contains 16521 members 
Mstep: Class 10 contains 545 members 
Mstep: Class 11 contains 38723 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 9740 members 
Mstep: Class 16 contains 23046 members 
Mstep: Class 17 contains 14668 members 
Mstep: Class 18 contains 1733 members 
Mstep: Class 19 contains 5886 members 
Mstep: Class 21 contains 47407 members 
Mstep: Class 23 contains 78080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102068592.000000 Penalty: 46826.460938
Iteration 66Q: 22 clusters Score -1.020686e+08 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10521 members 
Mstep: Class 3 contains 4486 members 
Mstep: Class 4 contains 161662 members 
Mstep: Class 5 contains 99378 members 
Mstep: Class 6 contains 109192 members 
Mstep: Class 7 contains 162607 members 
Mstep: Class 8 contains 122367 members 
Mstep: Class 9 contains 16581 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38722 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 9751 members 
Mstep: Class 16 contains 23000 members 
Mstep: Class 17 contains 14618 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 5990 members 
Mstep: Class 21 contains 47408 members 
Mstep: Class 23 contains 74609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102066472.000000 Penalty: 46826.460938
Iteration 67Q: 22 clusters Score -1.020665e+08 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 161618 members 
Mstep: Class 5 contains 99498 members 
Mstep: Class 6 contains 110342 members 
Mstep: Class 7 contains 163530 members 
Mstep: Class 8 contains 122476 members 
Mstep: Class 9 contains 16639 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38719 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 9770 members 
Mstep: Class 16 contains 22957 members 
Mstep: Class 17 contains 14577 members 
Mstep: Class 18 contains 1725 members 
Mstep: Class 19 contains 6093 members 
Mstep: Class 21 contains 47413 members 
Mstep: Class 23 contains 72255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102064936.000000 Penalty: 46826.460938
Iteration 68Q: 22 clusters Score -1.020649e+08 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10531 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 161581 members 
Mstep: Class 5 contains 99621 members 
Mstep: Class 6 contains 111119 members 
Mstep: Class 7 contains 164027 members 
Mstep: Class 8 contains 122565 members 
Mstep: Class 9 contains 16700 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38713 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 9783 members 
Mstep: Class 16 contains 22927 members 
Mstep: Class 17 contains 14545 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 19 contains 6182 members 
Mstep: Class 21 contains 47410 members 
Mstep: Class 23 contains 70709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102063800.000000 Penalty: 46826.460938
Iteration 69Q: 22 clusters Score -1.020638e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10538 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 161549 members 
Mstep: Class 5 contains 99734 members 
Mstep: Class 6 contains 111731 members 
Mstep: Class 7 contains 164237 members 
Mstep: Class 8 contains 122647 members 
Mstep: Class 9 contains 16753 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38712 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 9796 members 
Mstep: Class 16 contains 22901 members 
Mstep: Class 17 contains 14508 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 19 contains 6257 members 
Mstep: Class 21 contains 47411 members 
Mstep: Class 23 contains 69635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102063032.000000 Penalty: 46826.460938
Iteration 70Q: 22 clusters Score -1.02063e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4479 members 
Mstep: Class 4 contains 161521 members 
Mstep: Class 5 contains 99802 members 
Mstep: Class 6 contains 112227 members 
Mstep: Class 7 contains 164333 members 
Mstep: Class 8 contains 122740 members 
Mstep: Class 9 contains 16801 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38710 members 
Mstep: Class 12 contains 2417 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 22876 members 
Mstep: Class 17 contains 14468 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 19 contains 6328 members 
Mstep: Class 21 contains 47414 members 
Mstep: Class 23 contains 68841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102062824.000000 Penalty: 46826.460938
Iteration 71Q: 22 clusters Score -1.020628e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10545 members 
Mstep: Class 3 contains 4477 members 
Mstep: Class 4 contains 161486 members 
Mstep: Class 5 contains 99830 members 
Mstep: Class 6 contains 112628 members 
Mstep: Class 7 contains 164402 members 
Mstep: Class 8 contains 122842 members 
Mstep: Class 9 contains 16839 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38714 members 
Mstep: Class 12 contains 2417 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 9819 members 
Mstep: Class 16 contains 22853 members 
Mstep: Class 17 contains 14425 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 21 contains 47411 members 
Mstep: Class 23 contains 68204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102062608.000000 Penalty: 46826.460938
Iteration 72Q: 22 clusters Score -1.020626e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4477 members 
Mstep: Class 4 contains 161456 members 
Mstep: Class 5 contains 99856 members 
Mstep: Class 6 contains 113027 members 
Mstep: Class 7 contains 164415 members 
Mstep: Class 8 contains 122921 members 
Mstep: Class 9 contains 16860 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38727 members 
Mstep: Class 12 contains 2417 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 9829 members 
Mstep: Class 16 contains 22832 members 
Mstep: Class 17 contains 14381 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 19 contains 6498 members 
Mstep: Class 21 contains 47402 members 
Mstep: Class 23 contains 67662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102062408.000000 Penalty: 46826.460938
Iteration 73Q: 22 clusters Score -1.020624e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10552 members 
Mstep: Class 3 contains 4477 members 
Mstep: Class 4 contains 161426 members 
Mstep: Class 5 contains 99870 members 
Mstep: Class 6 contains 113368 members 
Mstep: Class 7 contains 164438 members 
Mstep: Class 8 contains 123011 members 
Mstep: Class 9 contains 16877 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38731 members 
Mstep: Class 12 contains 2417 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 9833 members 
Mstep: Class 16 contains 22816 members 
Mstep: Class 17 contains 14336 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 19 contains 6554 members 
Mstep: Class 21 contains 47396 members 
Mstep: Class 23 contains 67206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102062088.000000 Penalty: 46826.460938
Iteration 74Q: 22 clusters Score -1.020621e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10560 members 
Mstep: Class 3 contains 4477 members 
Mstep: Class 4 contains 161407 members 
Mstep: Class 5 contains 99885 members 
Mstep: Class 6 contains 113619 members 
Mstep: Class 7 contains 164493 members 
Mstep: Class 8 contains 123089 members 
Mstep: Class 9 contains 16896 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38733 members 
Mstep: Class 12 contains 2418 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 9835 members 
Mstep: Class 16 contains 22793 members 
Mstep: Class 17 contains 14303 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 19 contains 6612 members 
Mstep: Class 21 contains 47389 members 
Mstep: Class 23 contains 66799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102061760.000000 Penalty: 46826.460938
Iteration 75Q: 22 clusters Score -1.020618e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10563 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 161411 members 
Mstep: Class 5 contains 99896 members 
Mstep: Class 6 contains 113795 members 
Mstep: Class 7 contains 164577 members 
Mstep: Class 8 contains 123157 members 
Mstep: Class 9 contains 16913 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38730 members 
Mstep: Class 12 contains 2419 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 3694 members 
Mstep: Class 15 contains 9834 members 
Mstep: Class 16 contains 22765 members 
Mstep: Class 17 contains 14280 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 19 contains 6669 members 
Mstep: Class 21 contains 47377 members 
Mstep: Class 23 contains 66446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102061536.000000 Penalty: 46826.460938
Iteration 76Q: 22 clusters Score -1.020615e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10566 members 
Mstep: Class 3 contains 4474 members 
Mstep: Class 4 contains 161415 members 
Mstep: Class 5 contains 99902 members 
Mstep: Class 6 contains 113960 members 
Mstep: Class 7 contains 164673 members 
Mstep: Class 8 contains 123207 members 
Mstep: Class 9 contains 16931 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38725 members 
Mstep: Class 12 contains 2420 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9840 members 
Mstep: Class 16 contains 22742 members 
Mstep: Class 17 contains 14262 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 19 contains 6719 members 
Mstep: Class 21 contains 47367 members 
Mstep: Class 23 contains 66104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102061440.000000 Penalty: 46826.460938
Iteration 77Q: 22 clusters Score -1.020614e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10566 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 161403 members 
Mstep: Class 5 contains 99924 members 
Mstep: Class 6 contains 114066 members 
Mstep: Class 7 contains 164801 members 
Mstep: Class 8 contains 123253 members 
Mstep: Class 9 contains 16946 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38725 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9847 members 
Mstep: Class 16 contains 22720 members 
Mstep: Class 17 contains 14243 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 19 contains 6763 members 
Mstep: Class 21 contains 47364 members 
Mstep: Class 23 contains 65794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102061152.000000 Penalty: 46826.460938
Iteration 78Q: 22 clusters Score -1.020612e+08 nChanged 861
Entering ConstructFrom: 
Score: -102061152.000000 Penalty: 46826.460938
Entering ConstructFrom: 
Trying to split cluster 1 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -99447.210938 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -99447.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -98087.539062 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -98087.54 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98443.796875 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -98443.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98590.343750 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -98590.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -98688.773438 Penalty: 2237.458252
	Iteration 3F: 3 clusters Score -98688.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -98773.578125 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -98773.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -98808.156250 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -98808.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -98824.835938 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -98824.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -98832.796875 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -98832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -98836.062500 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -98836.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -98838.695312 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -98838.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -98844.867188 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -98844.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98848.054688 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -98848.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -98850.921875 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -98850.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -98854.046875 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -98854.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -98856.742188 Penalty: 2237.458252
	Iteration 14Q: 3 clusters Score -98856.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98857.960938 Penalty: 2237.458252
	Iteration 15Q: 3 clusters Score -98857.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98858.843750 Penalty: 2237.458252
	Iteration 16Q: 3 clusters Score -98858.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98858.843750 Penalty: 2237.458252
	Iteration 17F: 3 clusters Score -98858.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Entering Unmasked Estep 
Score: -1206249.500000 Penalty: 1505.626831
	Iteration 0F: 2 clusters Score -1206250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1198695.875000 Penalty: 3011.253662
	Iteration 0F: 3 clusters Score -1198696 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1201130.750000 Penalty: 3011.253662
	Iteration 1F: 3 clusters Score -1201131 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1201450.375000 Penalty: 3011.253662
	Iteration 2F: 3 clusters Score -1201450 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1201762.750000 Penalty: 3011.253662
	Iteration 3F: 3 clusters Score -1201763 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1202058.500000 Penalty: 3011.253662
	Iteration 4F: 3 clusters Score -1202058 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1202377.000000 Penalty: 3011.253662
	Iteration 5Q: 3 clusters Score -1202377 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1202769.250000 Penalty: 3011.253662
	Iteration 6F: 3 clusters Score -1202769 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1203218.750000 Penalty: 3011.253662
	Iteration 7F: 3 clusters Score -1203219 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1203663.375000 Penalty: 3011.253662
	Iteration 8F: 3 clusters Score -1203663 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1204034.625000 Penalty: 3011.253662
	Iteration 9F: 3 clusters Score -1204035 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1204334.375000 Penalty: 3011.253662
	Iteration 10Q: 3 clusters Score -1204334 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1204539.625000 Penalty: 3011.253662
	Iteration 11Q: 3 clusters Score -1204540 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1204682.125000 Penalty: 3011.253662
	Iteration 12Q: 3 clusters Score -1204682 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1204757.000000 Penalty: 3011.253662
	Iteration 13Q: 3 clusters Score -1204757 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1204800.875000 Penalty: 3011.253662
	Iteration 14Q: 3 clusters Score -1204801 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1204829.500000 Penalty: 3011.253662
	Iteration 15Q: 3 clusters Score -1204830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1204853.250000 Penalty: 3011.253662
	Iteration 16Q: 3 clusters Score -1204853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1204864.250000 Penalty: 3011.253662
	Iteration 17Q: 3 clusters Score -1204864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1204874.875000 Penalty: 3011.253662
	Iteration 18Q: 3 clusters Score -1204875 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1204881.500000 Penalty: 3011.253662
	Iteration 19Q: 3 clusters Score -1204882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1204889.750000 Penalty: 3011.253662
	Iteration 20F: 3 clusters Score -1204890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1204896.125000 Penalty: 3011.253662
	Iteration 21Q: 3 clusters Score -1204896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1204895.125000 Penalty: 3011.253662
	Iteration 22Q: 3 clusters Score -1204895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1204897.500000 Penalty: 3011.253662
	Iteration 23Q: 3 clusters Score -1204898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1204903.875000 Penalty: 3011.253662
	Iteration 24Q: 3 clusters Score -1204904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1204905.500000 Penalty: 3011.253662
	Iteration 25Q: 3 clusters Score -1204906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1204911.500000 Penalty: 3011.253662
	Iteration 26Q: 3 clusters Score -1204912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1204918.625000 Penalty: 3011.253662
	Iteration 27Q: 3 clusters Score -1204919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1204913.375000 Penalty: 3011.253662
	Iteration 28Q: 3 clusters Score -1204913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1204914.375000 Penalty: 3011.253662
	Iteration 29Q: 3 clusters Score -1204914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1204916.625000 Penalty: 3011.253662
	Iteration 30Q: 3 clusters Score -1204917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1204917.375000 Penalty: 3011.253662
	Iteration 31Q: 3 clusters Score -1204917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1204915.000000 Penalty: 3011.253662
	Iteration 32Q: 3 clusters Score -1204915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1204915.000000 Penalty: 3011.253662
	Iteration 33F: 3 clusters Score -1204915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Entering Unmasked Estep 
Score: -484126.468750 Penalty: 1365.944824
	Iteration 0F: 2 clusters Score -484126.5 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 2270 members 
Entering Unmasked Estep 
Score: -480500.531250 Penalty: 2731.889648
	Iteration 0F: 3 clusters Score -480500.5 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -481626.000000 Penalty: 2731.889648
	Iteration 1F: 3 clusters Score -481626 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -481981.468750 Penalty: 2731.889648
	Iteration 2F: 3 clusters Score -481981.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -482275.625000 Penalty: 2731.889648
	Iteration 3F: 3 clusters Score -482275.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -482559.500000 Penalty: 2731.889648
	Iteration 4F: 3 clusters Score -482559.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -482879.531250 Penalty: 2731.889648
	Iteration 5F: 3 clusters Score -482879.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -483264.906250 Penalty: 2731.889648
	Iteration 6F: 3 clusters Score -483264.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -483737.687500 Penalty: 2731.889648
	Iteration 7F: 3 clusters Score -483737.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -484016.093750 Penalty: 2731.889648
	Iteration 8F: 3 clusters Score -484016.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -484126.562500 Penalty: 2731.889648
	Iteration 9Q: 3 clusters Score -484126.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -484177.468750 Penalty: 2731.889648
	Iteration 10Q: 3 clusters Score -484177.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -484208.875000 Penalty: 2731.889648
	Iteration 11Q: 3 clusters Score -484208.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -484228.093750 Penalty: 2731.889648
	Iteration 12Q: 3 clusters Score -484228.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -484241.843750 Penalty: 2731.889648
	Iteration 13Q: 3 clusters Score -484241.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -484246.250000 Penalty: 2731.889648
	Iteration 14Q: 3 clusters Score -484246.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -484253.156250 Penalty: 2731.889648
	Iteration 15Q: 3 clusters Score -484253.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -484257.593750 Penalty: 2731.889648
	Iteration 16Q: 3 clusters Score -484257.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -484259.718750 Penalty: 2731.889648
	Iteration 17Q: 3 clusters Score -484259.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -484261.406250 Penalty: 2731.889648
	Iteration 18Q: 3 clusters Score -484261.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -484261.781250 Penalty: 2731.889648
	Iteration 19Q: 3 clusters Score -484261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -484263.125000 Penalty: 2731.889648
	Iteration 20F: 3 clusters Score -484263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -484264.937500 Penalty: 2731.889648
	Iteration 21Q: 3 clusters Score -484264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -484265.000000 Penalty: 2731.889648
	Iteration 22Q: 3 clusters Score -484265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -484264.781250 Penalty: 2731.889648
	Iteration 23Q: 3 clusters Score -484264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -484264.843750 Penalty: 2731.889648
	Iteration 24Q: 3 clusters Score -484264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -484265.937500 Penalty: 2731.889648
	Iteration 25Q: 3 clusters Score -484265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -484265.937500 Penalty: 2731.889648
	Iteration 26F: 3 clusters Score -484265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10566 members 
Mstep: Class 3 contains 2517 members 
Mstep: Class 4 contains 161373 members 
Mstep: Class 5 contains 99952 members 
Mstep: Class 6 contains 114122 members 
Mstep: Class 7 contains 164938 members 
Mstep: Class 8 contains 123321 members 
Mstep: Class 9 contains 16960 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38729 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9848 members 
Mstep: Class 16 contains 22701 members 
Mstep: Class 17 contains 14226 members 
Mstep: Class 18 contains 1719 members 
Mstep: Class 19 contains 6811 members 
Mstep: Class 20 contains 1956 members 
Mstep: Class 21 contains 47360 members 
Mstep: Class 23 contains 65513 members 
Entering Unmasked Estep 
Score: -102060200.000000 Penalty: 49056.292969
Splitting cluster 3 changes total score from -102061152.000000 to -102060200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (161373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161373 members 
Entering Unmasked Estep 
Score: -18293584.000000 Penalty: 1948.614502
	Iteration 0F: 2 clusters Score -1.829358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80242 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -18189022.000000 Penalty: 3897.229004
	Iteration 0F: 3 clusters Score -1.818902e+07 nChanged 77827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71651 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -18235752.000000 Penalty: 3897.229004
	Iteration 1F: 3 clusters Score -1.823575e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 94480 members 
Entering Unmasked Estep 
Score: -18238616.000000 Penalty: 3897.229004
	Iteration 2Q: 3 clusters Score -1.823862e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 101473 members 
Entering Unmasked Estep 
Score: -18243148.000000 Penalty: 3897.229004
	Iteration 3Q: 3 clusters Score -1.824315e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 111118 members 
Entering Unmasked Estep 
Score: -18250364.000000 Penalty: 3897.229004
	Iteration 4F: 3 clusters Score -1.825036e+07 nChanged 11889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 122859 members 
Entering Unmasked Estep 
Score: -18260686.000000 Penalty: 3897.229004
	Iteration 5F: 3 clusters Score -1.826069e+07 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 135079 members 
Entering Unmasked Estep 
Score: -18271658.000000 Penalty: 3897.229004
	Iteration 6F: 3 clusters Score -1.827166e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 145503 members 
Entering Unmasked Estep 
Score: -18280804.000000 Penalty: 3897.229004
	Iteration 7F: 3 clusters Score -1.82808e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 152779 members 
Entering Unmasked Estep 
Score: -18286698.000000 Penalty: 3897.229004
	Iteration 8Q: 3 clusters Score -1.82867e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 156933 members 
Entering Unmasked Estep 
Score: -18289576.000000 Penalty: 3897.229004
	Iteration 9Q: 3 clusters Score -1.828958e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 159063 members 
Entering Unmasked Estep 
Score: -18290818.000000 Penalty: 3897.229004
	Iteration 10Q: 3 clusters Score -1.829082e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 160121 members 
Entering Unmasked Estep 
Score: -18291412.000000 Penalty: 3897.229004
	Iteration 11Q: 3 clusters Score -1.829141e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 160593 members 
Entering Unmasked Estep 
Score: -18291620.000000 Penalty: 3897.229004
	Iteration 12Q: 3 clusters Score -1.829162e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 160815 members 
Entering Unmasked Estep 
Score: -18291760.000000 Penalty: 3897.229004
	Iteration 13Q: 3 clusters Score -1.829176e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 160922 members 
Entering Unmasked Estep 
Score: -18291840.000000 Penalty: 3897.229004
	Iteration 14Q: 3 clusters Score -1.829184e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 160993 members 
Entering Unmasked Estep 
Score: -18291886.000000 Penalty: 3897.229004
	Iteration 15Q: 3 clusters Score -1.829189e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 161024 members 
Entering Unmasked Estep 
Score: -18291936.000000 Penalty: 3897.229004
	Iteration 16Q: 3 clusters Score -1.829194e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 161040 members 
Entering Unmasked Estep 
Score: -18291960.000000 Penalty: 3897.229004
	Iteration 17Q: 3 clusters Score -1.829196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 161050 members 
Entering Unmasked Estep 
Score: -18291968.000000 Penalty: 3897.229004
	Iteration 18Q: 3 clusters Score -1.829197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 161065 members 
Entering Unmasked Estep 
Score: -18291998.000000 Penalty: 3897.229004
	Iteration 19Q: 3 clusters Score -1.8292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 161069 members 
Entering Unmasked Estep 
Score: -18292006.000000 Penalty: 3897.229004
	Iteration 20F: 3 clusters Score -1.829201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 161072 members 
Entering Unmasked Estep 
Score: -18292002.000000 Penalty: 3897.229004
	Iteration 21Q: 3 clusters Score -1.8292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 161077 members 
Entering Unmasked Estep 
Score: -18292006.000000 Penalty: 3897.229004
	Iteration 22Q: 3 clusters Score -1.829201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 161081 members 
Entering Unmasked Estep 
Score: -18292008.000000 Penalty: 3897.229004
	Iteration 23Q: 3 clusters Score -1.829201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 161082 members 
Entering Unmasked Estep 
Score: -18292002.000000 Penalty: 3897.229004
	Iteration 24Q: 3 clusters Score -1.8292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 161086 members 
Entering Unmasked Estep 
Score: -18292010.000000 Penalty: 3897.229004
	Iteration 25Q: 3 clusters Score -1.829201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -18292018.000000 Penalty: 3897.229004
	Iteration 26Q: 3 clusters Score -1.829202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 161090 members 
Entering Unmasked Estep 
Score: -18292018.000000 Penalty: 3897.229004
	Iteration 27Q: 3 clusters Score -1.829202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 161091 members 
Entering Unmasked Estep 
Score: -18292016.000000 Penalty: 3897.229004
	Iteration 28Q: 3 clusters Score -1.829202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 161092 members 
Entering Unmasked Estep 
Score: -18292012.000000 Penalty: 3897.229004
	Iteration 29Q: 3 clusters Score -1.829201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 161092 members 
Entering Unmasked Estep 
Score: -18292012.000000 Penalty: 3897.229004
	Iteration 30F: 3 clusters Score -1.829201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (99952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99952 members 
Entering Unmasked Estep 
Score: -11503491.000000 Penalty: 1870.772339
	Iteration 0F: 2 clusters Score -1.150349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -11439096.000000 Penalty: 3741.544678
	Iteration 0F: 3 clusters Score -1.14391e+07 nChanged 47659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -11467666.000000 Penalty: 3741.544678
	Iteration 1F: 3 clusters Score -1.146767e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -11469087.000000 Penalty: 3741.544678
	Iteration 2Q: 3 clusters Score -1.146909e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -11470645.000000 Penalty: 3741.544678
	Iteration 3Q: 3 clusters Score -1.147064e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -11472342.000000 Penalty: 3741.544678
	Iteration 4Q: 3 clusters Score -1.147234e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -11474014.000000 Penalty: 3741.544678
	Iteration 5Q: 3 clusters Score -1.147401e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -11476100.000000 Penalty: 3741.544678
	Iteration 6Q: 3 clusters Score -1.14761e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -11478485.000000 Penalty: 3741.544678
	Iteration 7Q: 3 clusters Score -1.147848e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -11481164.000000 Penalty: 3741.544678
	Iteration 8Q: 3 clusters Score -1.148116e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 66397 members 
Entering Unmasked Estep 
Score: -11484165.000000 Penalty: 3741.544678
	Iteration 9F: 3 clusters Score -1.148416e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 69978 members 
Entering Unmasked Estep 
Score: -11487172.000000 Penalty: 3741.544678
	Iteration 10Q: 3 clusters Score -1.148717e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 73370 members 
Entering Unmasked Estep 
Score: -11489645.000000 Penalty: 3741.544678
	Iteration 11Q: 3 clusters Score -1.148964e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 76482 members 
Entering Unmasked Estep 
Score: -11491550.000000 Penalty: 3741.544678
	Iteration 12Q: 3 clusters Score -1.149155e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -11492965.000000 Penalty: 3741.544678
	Iteration 13Q: 3 clusters Score -1.149296e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 81479 members 
Entering Unmasked Estep 
Score: -11493913.000000 Penalty: 3741.544678
	Iteration 14Q: 3 clusters Score -1.149391e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 83484 members 
Entering Unmasked Estep 
Score: -11494653.000000 Penalty: 3741.544678
	Iteration 15Q: 3 clusters Score -1.149465e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 85359 members 
Entering Unmasked Estep 
Score: -11495292.000000 Penalty: 3741.544678
	Iteration 16Q: 3 clusters Score -1.149529e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 87082 members 
Entering Unmasked Estep 
Score: -11495930.000000 Penalty: 3741.544678
	Iteration 17Q: 3 clusters Score -1.149593e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 88701 members 
Entering Unmasked Estep 
Score: -11496477.000000 Penalty: 3741.544678
	Iteration 18Q: 3 clusters Score -1.149648e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 90192 members 
Entering Unmasked Estep 
Score: -11497093.000000 Penalty: 3741.544678
	Iteration 19Q: 3 clusters Score -1.149709e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 91563 members 
Entering Unmasked Estep 
Score: -11497583.000000 Penalty: 3741.544678
	Iteration 20F: 3 clusters Score -1.149758e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -11498105.000000 Penalty: 3741.544678
	Iteration 21Q: 3 clusters Score -1.14981e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -11498614.000000 Penalty: 3741.544678
	Iteration 22Q: 3 clusters Score -1.149861e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 94941 members 
Entering Unmasked Estep 
Score: -11499124.000000 Penalty: 3741.544678
	Iteration 23Q: 3 clusters Score -1.149912e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 95779 members 
Entering Unmasked Estep 
Score: -11499606.000000 Penalty: 3741.544678
	Iteration 24Q: 3 clusters Score -1.149961e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 96512 members 
Entering Unmasked Estep 
Score: -11500025.000000 Penalty: 3741.544678
	Iteration 25Q: 3 clusters Score -1.150002e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 97127 members 
Entering Unmasked Estep 
Score: -11500347.000000 Penalty: 3741.544678
	Iteration 26Q: 3 clusters Score -1.150035e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 97645 members 
Entering Unmasked Estep 
Score: -11500618.000000 Penalty: 3741.544678
	Iteration 27Q: 3 clusters Score -1.150062e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 98072 members 
Entering Unmasked Estep 
Score: -11500912.000000 Penalty: 3741.544678
	Iteration 28Q: 3 clusters Score -1.150091e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 98402 members 
Entering Unmasked Estep 
Score: -11501100.000000 Penalty: 3741.544678
	Iteration 29Q: 3 clusters Score -1.15011e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 98665 members 
Entering Unmasked Estep 
Score: -11501284.000000 Penalty: 3741.544678
	Iteration 30Q: 3 clusters Score -1.150128e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 98852 members 
Entering Unmasked Estep 
Score: -11501411.000000 Penalty: 3741.544678
	Iteration 31Q: 3 clusters Score -1.150141e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 98990 members 
Entering Unmasked Estep 
Score: -11501501.000000 Penalty: 3741.544678
	Iteration 32Q: 3 clusters Score -1.15015e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 99094 members 
Entering Unmasked Estep 
Score: -11501583.000000 Penalty: 3741.544678
	Iteration 33Q: 3 clusters Score -1.150158e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 99176 members 
Entering Unmasked Estep 
Score: -11501610.000000 Penalty: 3741.544678
	Iteration 34Q: 3 clusters Score -1.150161e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -11501660.000000 Penalty: 3741.544678
	Iteration 35Q: 3 clusters Score -1.150166e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 99291 members 
Entering Unmasked Estep 
Score: -11501689.000000 Penalty: 3741.544678
	Iteration 36Q: 3 clusters Score -1.150169e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -11501717.000000 Penalty: 3741.544678
	Iteration 37Q: 3 clusters Score -1.150172e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 99366 members 
Entering Unmasked Estep 
Score: -11501742.000000 Penalty: 3741.544678
	Iteration 38Q: 3 clusters Score -1.150174e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -11501768.000000 Penalty: 3741.544678
	Iteration 39Q: 3 clusters Score -1.150177e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 99418 members 
Entering Unmasked Estep 
Score: -11501788.000000 Penalty: 3741.544678
	Iteration 40F: 3 clusters Score -1.150179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 99430 members 
Entering Unmasked Estep 
Score: -11501804.000000 Penalty: 3741.544678
	Iteration 41Q: 3 clusters Score -1.15018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 99437 members 
Entering Unmasked Estep 
Score: -11501803.000000 Penalty: 3741.544678
	Iteration 42Q: 3 clusters Score -1.15018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 99439 members 
Entering Unmasked Estep 
Score: -11501810.000000 Penalty: 3741.544678
	Iteration 43Q: 3 clusters Score -1.150181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 99442 members 
Entering Unmasked Estep 
Score: -11501821.000000 Penalty: 3741.544678
	Iteration 44Q: 3 clusters Score -1.150182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 99448 members 
Entering Unmasked Estep 
Score: -11501822.000000 Penalty: 3741.544678
	Iteration 45Q: 3 clusters Score -1.150182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 99451 members 
Entering Unmasked Estep 
Score: -11501818.000000 Penalty: 3741.544678
	Iteration 46Q: 3 clusters Score -1.150182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 99453 members 
Entering Unmasked Estep 
Score: -11501814.000000 Penalty: 3741.544678
	Iteration 47Q: 3 clusters Score -1.150181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 99454 members 
Entering Unmasked Estep 
Score: -11501819.000000 Penalty: 3741.544678
	Iteration 48Q: 3 clusters Score -1.150182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 99455 members 
Entering Unmasked Estep 
Score: -11501816.000000 Penalty: 3741.544678
	Iteration 49Q: 3 clusters Score -1.150182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 99454 members 
Entering Unmasked Estep 
Score: -11501820.000000 Penalty: 3741.544678
	Iteration 50Q: 3 clusters Score -1.150182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 99454 members 
Entering Unmasked Estep 
Score: -11501820.000000 Penalty: 3741.544678
	Iteration 51F: 3 clusters Score -1.150182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (114122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114122 members 
Entering Unmasked Estep 
Score: -13279840.000000 Penalty: 1892.316284
	Iteration 0F: 2 clusters Score -1.327984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -13211557.000000 Penalty: 3784.632568
	Iteration 0F: 3 clusters Score -1.321156e+07 nChanged 54677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 61360 members 
Entering Unmasked Estep 
Score: -13243137.000000 Penalty: 3784.632568
	Iteration 1F: 3 clusters Score -1.324314e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -13244122.000000 Penalty: 3784.632568
	Iteration 2Q: 3 clusters Score -1.324412e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -13245730.000000 Penalty: 3784.632568
	Iteration 3Q: 3 clusters Score -1.324573e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -13248968.000000 Penalty: 3784.632568
	Iteration 4F: 3 clusters Score -1.324897e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -13254544.000000 Penalty: 3784.632568
	Iteration 5F: 3 clusters Score -1.325454e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 92873 members 
Entering Unmasked Estep 
Score: -13261042.000000 Penalty: 3784.632568
	Iteration 6F: 3 clusters Score -1.326104e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 101916 members 
Entering Unmasked Estep 
Score: -13267729.000000 Penalty: 3784.632568
	Iteration 7F: 3 clusters Score -1.326773e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 107841 members 
Entering Unmasked Estep 
Score: -13272893.000000 Penalty: 3784.632568
	Iteration 8F: 3 clusters Score -1.327289e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 110800 members 
Entering Unmasked Estep 
Score: -13275705.000000 Penalty: 3784.632568
	Iteration 9Q: 3 clusters Score -1.32757e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 112216 members 
Entering Unmasked Estep 
Score: -13277044.000000 Penalty: 3784.632568
	Iteration 10Q: 3 clusters Score -1.327704e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 112902 members 
Entering Unmasked Estep 
Score: -13277709.000000 Penalty: 3784.632568
	Iteration 11Q: 3 clusters Score -1.327771e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 113216 members 
Entering Unmasked Estep 
Score: -13277991.000000 Penalty: 3784.632568
	Iteration 12Q: 3 clusters Score -1.327799e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 113368 members 
Entering Unmasked Estep 
Score: -13278187.000000 Penalty: 3784.632568
	Iteration 13Q: 3 clusters Score -1.327819e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 113444 members 
Entering Unmasked Estep 
Score: -13278290.000000 Penalty: 3784.632568
	Iteration 14Q: 3 clusters Score -1.327829e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 113483 members 
Entering Unmasked Estep 
Score: -13278345.000000 Penalty: 3784.632568
	Iteration 15Q: 3 clusters Score -1.327834e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 113510 members 
Entering Unmasked Estep 
Score: -13278420.000000 Penalty: 3784.632568
	Iteration 16Q: 3 clusters Score -1.327842e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 113520 members 
Entering Unmasked Estep 
Score: -13278436.000000 Penalty: 3784.632568
	Iteration 17Q: 3 clusters Score -1.327844e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 113534 members 
Entering Unmasked Estep 
Score: -13278445.000000 Penalty: 3784.632568
	Iteration 18Q: 3 clusters Score -1.327844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 113546 members 
Entering Unmasked Estep 
Score: -13278455.000000 Penalty: 3784.632568
	Iteration 19Q: 3 clusters Score -1.327846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 113548 members 
Entering Unmasked Estep 
Score: -13278456.000000 Penalty: 3784.632568
	Iteration 20F: 3 clusters Score -1.327846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 113554 members 
Entering Unmasked Estep 
Score: -13278459.000000 Penalty: 3784.632568
	Iteration 21Q: 3 clusters Score -1.327846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 113557 members 
Entering Unmasked Estep 
Score: -13278464.000000 Penalty: 3784.632568
	Iteration 22Q: 3 clusters Score -1.327846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 113565 members 
Entering Unmasked Estep 
Score: -13278465.000000 Penalty: 3784.632568
	Iteration 23Q: 3 clusters Score -1.327846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 113574 members 
Entering Unmasked Estep 
Score: -13278482.000000 Penalty: 3784.632568
	Iteration 24Q: 3 clusters Score -1.327848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 113575 members 
Entering Unmasked Estep 
Score: -13278488.000000 Penalty: 3784.632568
	Iteration 25Q: 3 clusters Score -1.327849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 113578 members 
Entering Unmasked Estep 
Score: -13278489.000000 Penalty: 3784.632568
	Iteration 26Q: 3 clusters Score -1.327849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 113578 members 
Entering Unmasked Estep 
Score: -13278491.000000 Penalty: 3784.632568
	Iteration 27Q: 3 clusters Score -1.327849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 113579 members 
Entering Unmasked Estep 
Score: -13278494.000000 Penalty: 3784.632568
	Iteration 28Q: 3 clusters Score -1.327849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 113579 members 
Entering Unmasked Estep 
Score: -13278494.000000 Penalty: 3784.632568
	Iteration 29F: 3 clusters Score -1.327849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164938 members 
Entering Unmasked Estep 
Score: -19049384.000000 Penalty: 1952.165283
	Iteration 0F: 2 clusters Score -1.904938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -18966398.000000 Penalty: 3904.330566
	Iteration 0F: 3 clusters Score -1.89664e+07 nChanged 79711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -19013226.000000 Penalty: 3904.330566
	Iteration 1F: 3 clusters Score -1.901323e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 82730 members 
Entering Unmasked Estep 
Score: -19013954.000000 Penalty: 3904.330566
	Iteration 2Q: 3 clusters Score -1.901395e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81494 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -19015124.000000 Penalty: 3904.330566
	Iteration 3Q: 3 clusters Score -1.901512e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 84518 members 
Entering Unmasked Estep 
Score: -19017040.000000 Penalty: 3904.330566
	Iteration 4Q: 3 clusters Score -1.901704e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -19021002.000000 Penalty: 3904.330566
	Iteration 5Q: 3 clusters Score -1.9021e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76000 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -19027732.000000 Penalty: 3904.330566
	Iteration 6F: 3 clusters Score -1.902773e+07 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71912 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -19037706.000000 Penalty: 3904.330566
	Iteration 7F: 3 clusters Score -1.903771e+07 nChanged 14061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 97653 members 
Entering Unmasked Estep 
Score: -19049102.000000 Penalty: 3904.330566
	Iteration 8F: 3 clusters Score -1.90491e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -19056834.000000 Penalty: 3904.330566
	Iteration 9F: 3 clusters Score -1.905683e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 102461 members 
Entering Unmasked Estep 
Score: -19060074.000000 Penalty: 3904.330566
	Iteration 10Q: 3 clusters Score -1.906007e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 103002 members 
Entering Unmasked Estep 
Score: -19061820.000000 Penalty: 3904.330566
	Iteration 11Q: 3 clusters Score -1.906182e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 103086 members 
Entering Unmasked Estep 
Score: -19063262.000000 Penalty: 3904.330566
	Iteration 12Q: 3 clusters Score -1.906326e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
Score: -19064482.000000 Penalty: 3904.330566
	Iteration 13Q: 3 clusters Score -1.906448e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 101700 members 
Entering Unmasked Estep 
Score: -19065778.000000 Penalty: 3904.330566
	Iteration 14Q: 3 clusters Score -1.906578e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 100500 members 
Entering Unmasked Estep 
Score: -19066820.000000 Penalty: 3904.330566
	Iteration 15Q: 3 clusters Score -1.906682e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -19067704.000000 Penalty: 3904.330566
	Iteration 16Q: 3 clusters Score -1.90677e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67333 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -19068214.000000 Penalty: 3904.330566
	Iteration 17Q: 3 clusters Score -1.906821e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 96120 members 
Entering Unmasked Estep 
Score: -19068580.000000 Penalty: 3904.330566
	Iteration 18Q: 3 clusters Score -1.906858e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 94632 members 
Entering Unmasked Estep 
Score: -19068886.000000 Penalty: 3904.330566
	Iteration 19Q: 3 clusters Score -1.906889e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -19069116.000000 Penalty: 3904.330566
	Iteration 20F: 3 clusters Score -1.906912e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 91839 members 
Entering Unmasked Estep 
Score: -19069316.000000 Penalty: 3904.330566
	Iteration 21Q: 3 clusters Score -1.906932e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 90491 members 
Entering Unmasked Estep 
Score: -19069612.000000 Penalty: 3904.330566
	Iteration 22Q: 3 clusters Score -1.906961e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -19069746.000000 Penalty: 3904.330566
	Iteration 23Q: 3 clusters Score -1.906975e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76780 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -19069898.000000 Penalty: 3904.330566
	Iteration 24Q: 3 clusters Score -1.90699e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 87125 members 
Entering Unmasked Estep 
Score: -19070094.000000 Penalty: 3904.330566
	Iteration 25Q: 3 clusters Score -1.907009e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78751 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -19070268.000000 Penalty: 3904.330566
	Iteration 26Q: 3 clusters Score -1.907027e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 85361 members 
Entering Unmasked Estep 
Score: -19070414.000000 Penalty: 3904.330566
	Iteration 27Q: 3 clusters Score -1.907041e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80350 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -19070514.000000 Penalty: 3904.330566
	Iteration 28Q: 3 clusters Score -1.907051e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81068 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -19070616.000000 Penalty: 3904.330566
	Iteration 29Q: 3 clusters Score -1.907062e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 83264 members 
Entering Unmasked Estep 
Score: -19070676.000000 Penalty: 3904.330566
	Iteration 30Q: 3 clusters Score -1.907068e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -19070716.000000 Penalty: 3904.330566
	Iteration 31Q: 3 clusters Score -1.907072e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82734 members 
Mstep: Class 2 contains 82204 members 
Entering Unmasked Estep 
Score: -19070670.000000 Penalty: 3904.330566
	Iteration 32Q: 3 clusters Score -1.907067e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83155 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -19070738.000000 Penalty: 3904.330566
	Iteration 33Q: 3 clusters Score -1.907074e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -19070738.000000 Penalty: 3904.330566
	Iteration 34Q: 3 clusters Score -1.907074e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83819 members 
Mstep: Class 2 contains 81119 members 
Entering Unmasked Estep 
Score: -19070740.000000 Penalty: 3904.330566
	Iteration 35Q: 3 clusters Score -1.907074e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84095 members 
Mstep: Class 2 contains 80843 members 
Entering Unmasked Estep 
Score: -19070760.000000 Penalty: 3904.330566
	Iteration 36Q: 3 clusters Score -1.907076e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84367 members 
Mstep: Class 2 contains 80571 members 
Entering Unmasked Estep 
Score: -19070752.000000 Penalty: 3904.330566
	Iteration 37Q: 3 clusters Score -1.907075e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84583 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -19070780.000000 Penalty: 3904.330566
	Iteration 38Q: 3 clusters Score -1.907078e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84777 members 
Mstep: Class 2 contains 80161 members 
Entering Unmasked Estep 
Score: -19070800.000000 Penalty: 3904.330566
	Iteration 39Q: 3 clusters Score -1.90708e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84924 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -19070810.000000 Penalty: 3904.330566
	Iteration 40F: 3 clusters Score -1.907081e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85027 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
Score: -19070788.000000 Penalty: 3904.330566
	Iteration 41Q: 3 clusters Score -1.907079e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85151 members 
Mstep: Class 2 contains 79787 members 
Entering Unmasked Estep 
Score: -19070762.000000 Penalty: 3904.330566
	Iteration 42Q: 3 clusters Score -1.907076e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85237 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -19070742.000000 Penalty: 3904.330566
	Iteration 43Q: 3 clusters Score -1.907074e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85297 members 
Mstep: Class 2 contains 79641 members 
Entering Unmasked Estep 
Score: -19070728.000000 Penalty: 3904.330566
	Iteration 44Q: 3 clusters Score -1.907073e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -19070750.000000 Penalty: 3904.330566
	Iteration 45Q: 3 clusters Score -1.907075e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85431 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -19070754.000000 Penalty: 3904.330566
	Iteration 46Q: 3 clusters Score -1.907075e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -19070788.000000 Penalty: 3904.330566
	Iteration 47Q: 3 clusters Score -1.907079e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -19070762.000000 Penalty: 3904.330566
	Iteration 48Q: 3 clusters Score -1.907076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85536 members 
Mstep: Class 2 contains 79402 members 
Entering Unmasked Estep 
Score: -19070776.000000 Penalty: 3904.330566
	Iteration 49Q: 3 clusters Score -1.907078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85537 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -19070756.000000 Penalty: 3904.330566
	Iteration 50Q: 3 clusters Score -1.907076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -19070752.000000 Penalty: 3904.330566
	Iteration 51Q: 3 clusters Score -1.907075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 79392 members 
Entering Unmasked Estep 
Score: -19070752.000000 Penalty: 3904.330566
	Iteration 52Q: 3 clusters Score -1.907075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85544 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -19070750.000000 Penalty: 3904.330566
	Iteration 53Q: 3 clusters Score -1.907075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -19070764.000000 Penalty: 3904.330566
	Iteration 54Q: 3 clusters Score -1.907076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -19070764.000000 Penalty: 3904.330566
	Iteration 55Q: 3 clusters Score -1.907076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -19070766.000000 Penalty: 3904.330566
	Iteration 56Q: 3 clusters Score -1.907077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 79389 members 
Entering Unmasked Estep 
Score: -19070754.000000 Penalty: 3904.330566
	Iteration 57Q: 3 clusters Score -1.907075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 79389 members 
Entering Unmasked Estep 
Score: -19070754.000000 Penalty: 3904.330566
	Iteration 58Q: 3 clusters Score -1.907075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 79389 members 
Entering Unmasked Estep 
Score: -19070764.000000 Penalty: 3904.330566
	Iteration 59Q: 3 clusters Score -1.907076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 79392 members 
Entering Unmasked Estep 
Score: -19070760.000000 Penalty: 3904.330566
	Iteration 60F: 3 clusters Score -1.907076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -19070754.000000 Penalty: 3904.330566
	Iteration 61Q: 3 clusters Score -1.907075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85545 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -19070746.000000 Penalty: 3904.330566
	Iteration 62Q: 3 clusters Score -1.907075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 79392 members 
Entering Unmasked Estep 
Score: -19070752.000000 Penalty: 3904.330566
	Iteration 63Q: 3 clusters Score -1.907075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -19070754.000000 Penalty: 3904.330566
	Iteration 64Q: 3 clusters Score -1.907075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 79390 members 
Entering Unmasked Estep 
Score: -19070750.000000 Penalty: 3904.330566
	Iteration 65Q: 3 clusters Score -1.907075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 79390 members 
Entering Unmasked Estep 
Score: -19070750.000000 Penalty: 3904.330566
	Iteration 66F: 3 clusters Score -1.907075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10566 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 161373 members 
Mstep: Class 5 contains 99952 members 
Mstep: Class 6 contains 114122 members 
Mstep: Class 7 contains 85548 members 
Mstep: Class 8 contains 123321 members 
Mstep: Class 9 contains 16960 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38729 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9848 members 
Mstep: Class 16 contains 22701 members 
Mstep: Class 17 contains 14226 members 
Mstep: Class 18 contains 1719 members 
Mstep: Class 19 contains 6811 members 
Mstep: Class 20 contains 79390 members 
Mstep: Class 21 contains 47360 members 
Mstep: Class 23 contains 65513 members 
Entering Unmasked Estep 
Score: -102082232.000000 Penalty: 49056.292969
Splitting cluster 7 changes total score from -102061152.000000 to -102082232.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (123321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123321 members 
Entering Unmasked Estep 
Score: -13942918.000000 Penalty: 1904.913696
	Iteration 0F: 2 clusters Score -1.394292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
Score: -13860377.000000 Penalty: 3809.827393
	Iteration 0F: 3 clusters Score -1.386038e+07 nChanged 59471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58883 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -13895692.000000 Penalty: 3809.827393
	Iteration 1F: 3 clusters Score -1.389569e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -13897291.000000 Penalty: 3809.827393
	Iteration 2Q: 3 clusters Score -1.389729e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -13899673.000000 Penalty: 3809.827393
	Iteration 3Q: 3 clusters Score -1.389967e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -13903240.000000 Penalty: 3809.827393
	Iteration 4F: 3 clusters Score -1.390324e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 76297 members 
Entering Unmasked Estep 
Score: -13908437.000000 Penalty: 3809.827393
	Iteration 5F: 3 clusters Score -1.390844e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -13915071.000000 Penalty: 3809.827393
	Iteration 6F: 3 clusters Score -1.391507e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 88411 members 
Entering Unmasked Estep 
Score: -13922177.000000 Penalty: 3809.827393
	Iteration 7F: 3 clusters Score -1.392218e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 93761 members 
Entering Unmasked Estep 
Score: -13927630.000000 Penalty: 3809.827393
	Iteration 8F: 3 clusters Score -1.392763e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 98006 members 
Entering Unmasked Estep 
Score: -13931209.000000 Penalty: 3809.827393
	Iteration 9Q: 3 clusters Score -1.393121e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 101589 members 
Entering Unmasked Estep 
Score: -13933619.000000 Penalty: 3809.827393
	Iteration 10Q: 3 clusters Score -1.393362e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 104554 members 
Entering Unmasked Estep 
Score: -13935498.000000 Penalty: 3809.827393
	Iteration 11Q: 3 clusters Score -1.39355e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 107171 members 
Entering Unmasked Estep 
Score: -13936939.000000 Penalty: 3809.827393
	Iteration 12Q: 3 clusters Score -1.393694e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 109439 members 
Entering Unmasked Estep 
Score: -13938191.000000 Penalty: 3809.827393
	Iteration 13Q: 3 clusters Score -1.393819e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 111280 members 
Entering Unmasked Estep 
Score: -13939120.000000 Penalty: 3809.827393
	Iteration 14Q: 3 clusters Score -1.393912e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 112875 members 
Entering Unmasked Estep 
Score: -13939941.000000 Penalty: 3809.827393
	Iteration 15Q: 3 clusters Score -1.393994e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 114190 members 
Entering Unmasked Estep 
Score: -13940459.000000 Penalty: 3809.827393
	Iteration 16Q: 3 clusters Score -1.394046e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 115334 members 
Entering Unmasked Estep 
Score: -13940933.000000 Penalty: 3809.827393
	Iteration 17Q: 3 clusters Score -1.394093e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 116258 members 
Entering Unmasked Estep 
Score: -13941201.000000 Penalty: 3809.827393
	Iteration 18Q: 3 clusters Score -1.39412e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 117007 members 
Entering Unmasked Estep 
Score: -13941479.000000 Penalty: 3809.827393
	Iteration 19Q: 3 clusters Score -1.394148e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 117642 members 
Entering Unmasked Estep 
Score: -13941657.000000 Penalty: 3809.827393
	Iteration 20F: 3 clusters Score -1.394166e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 118153 members 
Entering Unmasked Estep 
Score: -13941767.000000 Penalty: 3809.827393
	Iteration 21Q: 3 clusters Score -1.394177e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 118573 members 
Entering Unmasked Estep 
Score: -13941839.000000 Penalty: 3809.827393
	Iteration 22Q: 3 clusters Score -1.394184e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 118924 members 
Entering Unmasked Estep 
Score: -13941909.000000 Penalty: 3809.827393
	Iteration 23Q: 3 clusters Score -1.394191e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 119222 members 
Entering Unmasked Estep 
Score: -13941984.000000 Penalty: 3809.827393
	Iteration 24Q: 3 clusters Score -1.394198e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 119469 members 
Entering Unmasked Estep 
Score: -13942013.000000 Penalty: 3809.827393
	Iteration 25Q: 3 clusters Score -1.394201e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 119680 members 
Entering Unmasked Estep 
Score: -13942048.000000 Penalty: 3809.827393
	Iteration 26Q: 3 clusters Score -1.394205e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 119868 members 
Entering Unmasked Estep 
Score: -13942077.000000 Penalty: 3809.827393
	Iteration 27Q: 3 clusters Score -1.394208e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 120025 members 
Entering Unmasked Estep 
Score: -13942097.000000 Penalty: 3809.827393
	Iteration 28Q: 3 clusters Score -1.39421e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 120157 members 
Entering Unmasked Estep 
Score: -13942136.000000 Penalty: 3809.827393
	Iteration 29Q: 3 clusters Score -1.394214e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 120287 members 
Entering Unmasked Estep 
Score: -13942157.000000 Penalty: 3809.827393
	Iteration 30Q: 3 clusters Score -1.394216e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 120419 members 
Entering Unmasked Estep 
Score: -13942180.000000 Penalty: 3809.827393
	Iteration 31Q: 3 clusters Score -1.394218e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 120524 members 
Entering Unmasked Estep 
Score: -13942210.000000 Penalty: 3809.827393
	Iteration 32Q: 3 clusters Score -1.394221e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 120619 members 
Entering Unmasked Estep 
Score: -13942213.000000 Penalty: 3809.827393
	Iteration 33Q: 3 clusters Score -1.394221e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 120697 members 
Entering Unmasked Estep 
Score: -13942226.000000 Penalty: 3809.827393
	Iteration 34Q: 3 clusters Score -1.394223e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 120764 members 
Entering Unmasked Estep 
Score: -13942242.000000 Penalty: 3809.827393
	Iteration 35Q: 3 clusters Score -1.394224e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 120806 members 
Entering Unmasked Estep 
Score: -13942247.000000 Penalty: 3809.827393
	Iteration 36Q: 3 clusters Score -1.394225e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 120838 members 
Entering Unmasked Estep 
Score: -13942233.000000 Penalty: 3809.827393
	Iteration 37Q: 3 clusters Score -1.394223e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 120871 members 
Entering Unmasked Estep 
Score: -13942237.000000 Penalty: 3809.827393
	Iteration 38Q: 3 clusters Score -1.394224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 120890 members 
Entering Unmasked Estep 
Score: -13942242.000000 Penalty: 3809.827393
	Iteration 39Q: 3 clusters Score -1.394224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 120908 members 
Entering Unmasked Estep 
Score: -13942235.000000 Penalty: 3809.827393
	Iteration 40F: 3 clusters Score -1.394224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 120919 members 
Entering Unmasked Estep 
Score: -13942235.000000 Penalty: 3809.827393
	Iteration 41Q: 3 clusters Score -1.394224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 120934 members 
Entering Unmasked Estep 
Score: -13942240.000000 Penalty: 3809.827393
	Iteration 42Q: 3 clusters Score -1.394224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 120950 members 
Entering Unmasked Estep 
Score: -13942239.000000 Penalty: 3809.827393
	Iteration 43Q: 3 clusters Score -1.394224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 120958 members 
Entering Unmasked Estep 
Score: -13942221.000000 Penalty: 3809.827393
	Iteration 44Q: 3 clusters Score -1.394222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 120965 members 
Entering Unmasked Estep 
Score: -13942220.000000 Penalty: 3809.827393
	Iteration 45Q: 3 clusters Score -1.394222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 120967 members 
Entering Unmasked Estep 
Score: -13942225.000000 Penalty: 3809.827393
	Iteration 46Q: 3 clusters Score -1.394222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 120968 members 
Entering Unmasked Estep 
Score: -13942228.000000 Penalty: 3809.827393
	Iteration 47Q: 3 clusters Score -1.394223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 120969 members 
Entering Unmasked Estep 
Score: -13942224.000000 Penalty: 3809.827393
	Iteration 48Q: 3 clusters Score -1.394222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 120970 members 
Entering Unmasked Estep 
Score: -13942228.000000 Penalty: 3809.827393
	Iteration 49Q: 3 clusters Score -1.394223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 120974 members 
Entering Unmasked Estep 
Score: -13942229.000000 Penalty: 3809.827393
	Iteration 50Q: 3 clusters Score -1.394223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 120982 members 
Entering Unmasked Estep 
Score: -13942237.000000 Penalty: 3809.827393
	Iteration 51Q: 3 clusters Score -1.394224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 120990 members 
Entering Unmasked Estep 
Score: -13942233.000000 Penalty: 3809.827393
	Iteration 52Q: 3 clusters Score -1.394223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 121000 members 
Entering Unmasked Estep 
Score: -13942235.000000 Penalty: 3809.827393
	Iteration 53Q: 3 clusters Score -1.394224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 121008 members 
Entering Unmasked Estep 
Score: -13942236.000000 Penalty: 3809.827393
	Iteration 54Q: 3 clusters Score -1.394224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 121016 members 
Entering Unmasked Estep 
Score: -13942228.000000 Penalty: 3809.827393
	Iteration 55Q: 3 clusters Score -1.394223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 121024 members 
Entering Unmasked Estep 
Score: -13942232.000000 Penalty: 3809.827393
	Iteration 56Q: 3 clusters Score -1.394223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 121030 members 
Entering Unmasked Estep 
Score: -13942228.000000 Penalty: 3809.827393
	Iteration 57Q: 3 clusters Score -1.394223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 121030 members 
Entering Unmasked Estep 
Score: -13942225.000000 Penalty: 3809.827393
	Iteration 58Q: 3 clusters Score -1.394222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 121039 members 
Entering Unmasked Estep 
Score: -13942221.000000 Penalty: 3809.827393
	Iteration 59Q: 3 clusters Score -1.394222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 121048 members 
Entering Unmasked Estep 
Score: -13942230.000000 Penalty: 3809.827393
	Iteration 60F: 3 clusters Score -1.394223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 121067 members 
Entering Unmasked Estep 
Score: -13942219.000000 Penalty: 3809.827393
	Iteration 61Q: 3 clusters Score -1.394222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 121080 members 
Entering Unmasked Estep 
Score: -13942209.000000 Penalty: 3809.827393
	Iteration 62Q: 3 clusters Score -1.394221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 121090 members 
Entering Unmasked Estep 
Score: -13942226.000000 Penalty: 3809.827393
	Iteration 63Q: 3 clusters Score -1.394223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 121099 members 
Entering Unmasked Estep 
Score: -13942232.000000 Penalty: 3809.827393
	Iteration 64Q: 3 clusters Score -1.394223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 121107 members 
Entering Unmasked Estep 
Score: -13942230.000000 Penalty: 3809.827393
	Iteration 65Q: 3 clusters Score -1.394223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 121115 members 
Entering Unmasked Estep 
Score: -13942228.000000 Penalty: 3809.827393
	Iteration 66Q: 3 clusters Score -1.394223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 121123 members 
Entering Unmasked Estep 
Score: -13942230.000000 Penalty: 3809.827393
	Iteration 67Q: 3 clusters Score -1.394223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 121131 members 
Entering Unmasked Estep 
Score: -13942227.000000 Penalty: 3809.827393
	Iteration 68Q: 3 clusters Score -1.394223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 121144 members 
Entering Unmasked Estep 
Score: -13942242.000000 Penalty: 3809.827393
	Iteration 69Q: 3 clusters Score -1.394224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 121157 members 
Entering Unmasked Estep 
Score: -13942231.000000 Penalty: 3809.827393
	Iteration 70Q: 3 clusters Score -1.394223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 121169 members 
Entering Unmasked Estep 
Score: -13942221.000000 Penalty: 3809.827393
	Iteration 71Q: 3 clusters Score -1.394222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 121180 members 
Entering Unmasked Estep 
Score: -13942227.000000 Penalty: 3809.827393
	Iteration 72Q: 3 clusters Score -1.394223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 121189 members 
Entering Unmasked Estep 
Score: -13942227.000000 Penalty: 3809.827393
	Iteration 73Q: 3 clusters Score -1.394223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 121199 members 
Entering Unmasked Estep 
Score: -13942225.000000 Penalty: 3809.827393
	Iteration 74Q: 3 clusters Score -1.394222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 121206 members 
Entering Unmasked Estep 
Score: -13942221.000000 Penalty: 3809.827393
	Iteration 75Q: 3 clusters Score -1.394222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 121220 members 
Entering Unmasked Estep 
Score: -13942229.000000 Penalty: 3809.827393
	Iteration 76Q: 3 clusters Score -1.394223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 121234 members 
Entering Unmasked Estep 
Score: -13942239.000000 Penalty: 3809.827393
	Iteration 77Q: 3 clusters Score -1.394224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 121245 members 
Entering Unmasked Estep 
Score: -13942231.000000 Penalty: 3809.827393
	Iteration 78Q: 3 clusters Score -1.394223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 121254 members 
Entering Unmasked Estep 
Score: -13942238.000000 Penalty: 3809.827393
	Iteration 79Q: 3 clusters Score -1.394224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 121258 members 
Entering Unmasked Estep 
Score: -13942240.000000 Penalty: 3809.827393
	Iteration 80F: 3 clusters Score -1.394224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 121265 members 
Entering Unmasked Estep 
Score: -13942238.000000 Penalty: 3809.827393
	Iteration 81Q: 3 clusters Score -1.394224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 121269 members 
Entering Unmasked Estep 
Score: -13942242.000000 Penalty: 3809.827393
	Iteration 82Q: 3 clusters Score -1.394224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 121274 members 
Entering Unmasked Estep 
Score: -13942246.000000 Penalty: 3809.827393
	Iteration 83Q: 3 clusters Score -1.394225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 121277 members 
Entering Unmasked Estep 
Score: -13942240.000000 Penalty: 3809.827393
	Iteration 84Q: 3 clusters Score -1.394224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 121279 members 
Entering Unmasked Estep 
Score: -13942238.000000 Penalty: 3809.827393
	Iteration 85Q: 3 clusters Score -1.394224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 121280 members 
Entering Unmasked Estep 
Score: -13942238.000000 Penalty: 3809.827393
	Iteration 86Q: 3 clusters Score -1.394224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 121281 members 
Entering Unmasked Estep 
Score: -13942230.000000 Penalty: 3809.827393
	Iteration 87Q: 3 clusters Score -1.394223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 121281 members 
Entering Unmasked Estep 
Score: -13942230.000000 Penalty: 3809.827393
	Iteration 88F: 3 clusters Score -1.394223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Entering Unmasked Estep 
Score: -1886051.750000 Penalty: 1582.524658
	Iteration 0F: 2 clusters Score -1886052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1874503.000000 Penalty: 3165.049316
	Iteration 0F: 3 clusters Score -1874503 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1878355.750000 Penalty: 3165.049316
	Iteration 1F: 3 clusters Score -1878356 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1878575.000000 Penalty: 3165.049316
	Iteration 2Q: 3 clusters Score -1878575 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1878739.875000 Penalty: 3165.049316
	Iteration 3Q: 3 clusters Score -1878740 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1878872.500000 Penalty: 3165.049316
	Iteration 4Q: 3 clusters Score -1878872 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1878977.875000 Penalty: 3165.049316
	Iteration 5Q: 3 clusters Score -1878978 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1879062.875000 Penalty: 3165.049316
	Iteration 6Q: 3 clusters Score -1879063 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1879134.125000 Penalty: 3165.049316
	Iteration 7Q: 3 clusters Score -1879134 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1879185.625000 Penalty: 3165.049316
	Iteration 8Q: 3 clusters Score -1879186 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1879232.500000 Penalty: 3165.049316
	Iteration 9Q: 3 clusters Score -1879232 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1879283.625000 Penalty: 3165.049316
	Iteration 10Q: 3 clusters Score -1879284 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1879312.250000 Penalty: 3165.049316
	Iteration 11Q: 3 clusters Score -1879312 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1879359.625000 Penalty: 3165.049316
	Iteration 12Q: 3 clusters Score -1879360 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1879409.375000 Penalty: 3165.049316
	Iteration 13Q: 3 clusters Score -1879409 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1879473.000000 Penalty: 3165.049316
	Iteration 14Q: 3 clusters Score -1879473 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1879542.125000 Penalty: 3165.049316
	Iteration 15Q: 3 clusters Score -1879542 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1879631.125000 Penalty: 3165.049316
	Iteration 16Q: 3 clusters Score -1879631 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1879753.125000 Penalty: 3165.049316
	Iteration 17Q: 3 clusters Score -1879753 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1879932.875000 Penalty: 3165.049316
	Iteration 18Q: 3 clusters Score -1879933 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1880232.500000 Penalty: 3165.049316
	Iteration 19Q: 3 clusters Score -1880232 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1880685.125000 Penalty: 3165.049316
	Iteration 20F: 3 clusters Score -1880685 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1881288.625000 Penalty: 3165.049316
	Iteration 21F: 3 clusters Score -1881289 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1881969.750000 Penalty: 3165.049316
	Iteration 22F: 3 clusters Score -1881970 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1882633.750000 Penalty: 3165.049316
	Iteration 23Q: 3 clusters Score -1882634 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1883183.250000 Penalty: 3165.049316
	Iteration 24Q: 3 clusters Score -1883183 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1883643.750000 Penalty: 3165.049316
	Iteration 25Q: 3 clusters Score -1883644 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1883997.500000 Penalty: 3165.049316
	Iteration 26Q: 3 clusters Score -1883998 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1884236.875000 Penalty: 3165.049316
	Iteration 27Q: 3 clusters Score -1884237 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1884383.875000 Penalty: 3165.049316
	Iteration 28Q: 3 clusters Score -1884384 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1884470.125000 Penalty: 3165.049316
	Iteration 29Q: 3 clusters Score -1884470 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1884514.500000 Penalty: 3165.049316
	Iteration 30Q: 3 clusters Score -1884514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1884556.250000 Penalty: 3165.049316
	Iteration 31Q: 3 clusters Score -1884556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1884575.500000 Penalty: 3165.049316
	Iteration 32Q: 3 clusters Score -1884576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1884590.250000 Penalty: 3165.049316
	Iteration 33Q: 3 clusters Score -1884590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1884605.000000 Penalty: 3165.049316
	Iteration 34Q: 3 clusters Score -1884605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1884615.875000 Penalty: 3165.049316
	Iteration 35Q: 3 clusters Score -1884616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1884627.000000 Penalty: 3165.049316
	Iteration 36Q: 3 clusters Score -1884627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1884636.000000 Penalty: 3165.049316
	Iteration 37Q: 3 clusters Score -1884636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1884641.875000 Penalty: 3165.049316
	Iteration 38Q: 3 clusters Score -1884642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1884650.625000 Penalty: 3165.049316
	Iteration 39Q: 3 clusters Score -1884651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1884657.625000 Penalty: 3165.049316
	Iteration 40F: 3 clusters Score -1884658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1884659.500000 Penalty: 3165.049316
	Iteration 41Q: 3 clusters Score -1884660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1884660.875000 Penalty: 3165.049316
	Iteration 42Q: 3 clusters Score -1884661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1884661.750000 Penalty: 3165.049316
	Iteration 43Q: 3 clusters Score -1884662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1884662.375000 Penalty: 3165.049316
	Iteration 44Q: 3 clusters Score -1884662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1884662.375000 Penalty: 3165.049316
	Iteration 45F: 3 clusters Score -1884662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -57784.085938 Penalty: 1024.175537
	Iteration 0F: 2 clusters Score -57784.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56700.144531 Penalty: 2048.351074
	Iteration 0F: 3 clusters Score -56700.14 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56853.347656 Penalty: 2048.351074
	Iteration 1F: 3 clusters Score -56853.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56890.421875 Penalty: 2048.351074
	Iteration 2Q: 3 clusters Score -56890.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56902.773438 Penalty: 2048.351074
	Iteration 3Q: 3 clusters Score -56902.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56907.175781 Penalty: 2048.351074
	Iteration 4Q: 3 clusters Score -56907.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56911.753906 Penalty: 2048.351074
	Iteration 5Q: 3 clusters Score -56911.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56916.824219 Penalty: 2048.351074
	Iteration 6Q: 3 clusters Score -56916.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56921.414062 Penalty: 2048.351074
	Iteration 7Q: 3 clusters Score -56921.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56925.093750 Penalty: 2048.351074
	Iteration 8Q: 3 clusters Score -56925.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56926.449219 Penalty: 2048.351074
	Iteration 9Q: 3 clusters Score -56926.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56928.449219 Penalty: 2048.351074
	Iteration 10Q: 3 clusters Score -56928.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56932.652344 Penalty: 2048.351074
	Iteration 11Q: 3 clusters Score -56932.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56935.667969 Penalty: 2048.351074
	Iteration 12Q: 3 clusters Score -56935.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56935.667969 Penalty: 2048.351074
	Iteration 13F: 3 clusters Score -56935.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Entering Unmasked Estep 
Score: -4280252.000000 Penalty: 1716.705933
	Iteration 0F: 2 clusters Score -4280252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -4254257.000000 Penalty: 3433.411865
	Iteration 0F: 3 clusters Score -4254257 nChanged 17982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -4264460.500000 Penalty: 3433.411865
	Iteration 1F: 3 clusters Score -4264460 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -4265233.000000 Penalty: 3433.411865
	Iteration 2Q: 3 clusters Score -4265233 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -4266505.000000 Penalty: 3433.411865
	Iteration 3F: 3 clusters Score -4266505 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -4268350.500000 Penalty: 3433.411865
	Iteration 4F: 3 clusters Score -4268350 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -4270474.000000 Penalty: 3433.411865
	Iteration 5F: 3 clusters Score -4270474 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -4272417.000000 Penalty: 3433.411865
	Iteration 6F: 3 clusters Score -4272417 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -4273786.500000 Penalty: 3433.411865
	Iteration 7F: 3 clusters Score -4273786 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -4274873.500000 Penalty: 3433.411865
	Iteration 8Q: 3 clusters Score -4274874 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -4276190.500000 Penalty: 3433.411865
	Iteration 9Q: 3 clusters Score -4276190 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -4278058.000000 Penalty: 3433.411865
	Iteration 10Q: 3 clusters Score -4278058 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -4278344.500000 Penalty: 3433.411865
	Iteration 11Q: 3 clusters Score -4278344 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4278472.500000 Penalty: 3433.411865
	Iteration 12Q: 3 clusters Score -4278472 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -4278545.500000 Penalty: 3433.411865
	Iteration 13Q: 3 clusters Score -4278546 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -4278604.000000 Penalty: 3433.411865
	Iteration 14Q: 3 clusters Score -4278604 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4278649.000000 Penalty: 3433.411865
	Iteration 15Q: 3 clusters Score -4278649 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -4278686.500000 Penalty: 3433.411865
	Iteration 16Q: 3 clusters Score -4278686 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -4278706.500000 Penalty: 3433.411865
	Iteration 17Q: 3 clusters Score -4278706 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -4278711.500000 Penalty: 3433.411865
	Iteration 18Q: 3 clusters Score -4278712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -4278724.500000 Penalty: 3433.411865
	Iteration 19Q: 3 clusters Score -4278724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -4278733.000000 Penalty: 3433.411865
	Iteration 20F: 3 clusters Score -4278733 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -4278734.500000 Penalty: 3433.411865
	Iteration 21Q: 3 clusters Score -4278734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -4278750.000000 Penalty: 3433.411865
	Iteration 22Q: 3 clusters Score -4278750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4278764.000000 Penalty: 3433.411865
	Iteration 23Q: 3 clusters Score -4278764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4278766.500000 Penalty: 3433.411865
	Iteration 24Q: 3 clusters Score -4278766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4278767.000000 Penalty: 3433.411865
	Iteration 25Q: 3 clusters Score -4278767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4278770.500000 Penalty: 3433.411865
	Iteration 26Q: 3 clusters Score -4278770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4278785.000000 Penalty: 3433.411865
	Iteration 27Q: 3 clusters Score -4278785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4278797.000000 Penalty: 3433.411865
	Iteration 28Q: 3 clusters Score -4278797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4278800.500000 Penalty: 3433.411865
	Iteration 29Q: 3 clusters Score -4278800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4278807.000000 Penalty: 3433.411865
	Iteration 30Q: 3 clusters Score -4278807 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4278832.000000 Penalty: 3433.411865
	Iteration 31Q: 3 clusters Score -4278832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4278837.500000 Penalty: 3433.411865
	Iteration 32Q: 3 clusters Score -4278838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4278838.000000 Penalty: 3433.411865
	Iteration 33Q: 3 clusters Score -4278838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4278835.500000 Penalty: 3433.411865
	Iteration 34Q: 3 clusters Score -4278836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4278830.000000 Penalty: 3433.411865
	Iteration 35Q: 3 clusters Score -4278830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4278835.500000 Penalty: 3433.411865
	Iteration 36Q: 3 clusters Score -4278836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4278848.000000 Penalty: 3433.411865
	Iteration 37Q: 3 clusters Score -4278848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -4278858.500000 Penalty: 3433.411865
	Iteration 38Q: 3 clusters Score -4278858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4278862.500000 Penalty: 3433.411865
	Iteration 39Q: 3 clusters Score -4278862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4278864.000000 Penalty: 3433.411865
	Iteration 40F: 3 clusters Score -4278864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4278868.000000 Penalty: 3433.411865
	Iteration 41Q: 3 clusters Score -4278868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4278868.500000 Penalty: 3433.411865
	Iteration 42Q: 3 clusters Score -4278868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4278870.000000 Penalty: 3433.411865
	Iteration 43Q: 3 clusters Score -4278870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4278875.000000 Penalty: 3433.411865
	Iteration 44Q: 3 clusters Score -4278875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4278879.500000 Penalty: 3433.411865
	Iteration 45Q: 3 clusters Score -4278880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4278880.000000 Penalty: 3433.411865
	Iteration 46Q: 3 clusters Score -4278880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4278876.000000 Penalty: 3433.411865
	Iteration 47Q: 3 clusters Score -4278876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4278877.500000 Penalty: 3433.411865
	Iteration 48Q: 3 clusters Score -4278878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4278882.000000 Penalty: 3433.411865
	Iteration 49Q: 3 clusters Score -4278882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4278880.000000 Penalty: 3433.411865
	Iteration 50Q: 3 clusters Score -4278880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4278886.500000 Penalty: 3433.411865
	Iteration 51Q: 3 clusters Score -4278886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4278886.500000 Penalty: 3433.411865
	Iteration 52Q: 3 clusters Score -4278886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4278883.500000 Penalty: 3433.411865
	Iteration 53Q: 3 clusters Score -4278884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4278885.500000 Penalty: 3433.411865
	Iteration 54Q: 3 clusters Score -4278886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4278885.500000 Penalty: 3433.411865
	Iteration 55Q: 3 clusters Score -4278886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4278888.500000 Penalty: 3433.411865
	Iteration 56Q: 3 clusters Score -4278888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4278887.500000 Penalty: 3433.411865
	Iteration 57Q: 3 clusters Score -4278888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4278888.000000 Penalty: 3433.411865
	Iteration 58Q: 3 clusters Score -4278888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4278888.000000 Penalty: 3433.411865
	Iteration 59Q: 3 clusters Score -4278888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4278890.000000 Penalty: 3433.411865
	Iteration 60F: 3 clusters Score -4278890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4278897.000000 Penalty: 3433.411865
	Iteration 61Q: 3 clusters Score -4278897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4278900.500000 Penalty: 3433.411865
	Iteration 62Q: 3 clusters Score -4278900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4278895.500000 Penalty: 3433.411865
	Iteration 63Q: 3 clusters Score -4278896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4278897.500000 Penalty: 3433.411865
	Iteration 64Q: 3 clusters Score -4278898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4278895.000000 Penalty: 3433.411865
	Iteration 65Q: 3 clusters Score -4278895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4278902.000000 Penalty: 3433.411865
	Iteration 66Q: 3 clusters Score -4278902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4278896.500000 Penalty: 3433.411865
	Iteration 67Q: 3 clusters Score -4278896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4278898.500000 Penalty: 3433.411865
	Iteration 68Q: 3 clusters Score -4278898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4278905.000000 Penalty: 3433.411865
	Iteration 69Q: 3 clusters Score -4278905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4278904.000000 Penalty: 3433.411865
	Iteration 70Q: 3 clusters Score -4278904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4278905.000000 Penalty: 3433.411865
	Iteration 71Q: 3 clusters Score -4278905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4278908.000000 Penalty: 3433.411865
	Iteration 72Q: 3 clusters Score -4278908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4278908.500000 Penalty: 3433.411865
	Iteration 73Q: 3 clusters Score -4278908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4278907.500000 Penalty: 3433.411865
	Iteration 74Q: 3 clusters Score -4278908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4278906.000000 Penalty: 3433.411865
	Iteration 75Q: 3 clusters Score -4278906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4278905.500000 Penalty: 3433.411865
	Iteration 76Q: 3 clusters Score -4278906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4278905.500000 Penalty: 3433.411865
	Iteration 77Q: 3 clusters Score -4278906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4278908.000000 Penalty: 3433.411865
	Iteration 78Q: 3 clusters Score -4278908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4278911.500000 Penalty: 3433.411865
	Iteration 79Q: 3 clusters Score -4278912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4278905.500000 Penalty: 3433.411865
	Iteration 80F: 3 clusters Score -4278906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4278906.500000 Penalty: 3433.411865
	Iteration 81Q: 3 clusters Score -4278906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4278910.000000 Penalty: 3433.411865
	Iteration 82Q: 3 clusters Score -4278910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4278903.000000 Penalty: 3433.411865
	Iteration 83Q: 3 clusters Score -4278903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4278904.500000 Penalty: 3433.411865
	Iteration 84Q: 3 clusters Score -4278904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4278905.000000 Penalty: 3433.411865
	Iteration 85Q: 3 clusters Score -4278905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4278905.000000 Penalty: 3433.411865
	Iteration 86F: 3 clusters Score -4278905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Entering Unmasked Estep 
Score: -257898.968750 Penalty: 1266.189575
	Iteration 0F: 2 clusters Score -257899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -255594.890625 Penalty: 2532.379150
	Iteration 0F: 3 clusters Score -255594.9 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -256302.500000 Penalty: 2532.379150
	Iteration 1F: 3 clusters Score -256302.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -256691.984375 Penalty: 2532.379150
	Iteration 2F: 3 clusters Score -256692 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -256941.000000 Penalty: 2532.379150
	Iteration 3F: 3 clusters Score -256941 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -257148.250000 Penalty: 2532.379150
	Iteration 4F: 3 clusters Score -257148.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -257324.265625 Penalty: 2532.379150
	Iteration 5F: 3 clusters Score -257324.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -257422.515625 Penalty: 2532.379150
	Iteration 6Q: 3 clusters Score -257422.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -257472.328125 Penalty: 2532.379150
	Iteration 7Q: 3 clusters Score -257472.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -257509.953125 Penalty: 2532.379150
	Iteration 8Q: 3 clusters Score -257510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -257527.343750 Penalty: 2532.379150
	Iteration 9Q: 3 clusters Score -257527.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -257539.765625 Penalty: 2532.379150
	Iteration 10Q: 3 clusters Score -257539.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -257545.843750 Penalty: 2532.379150
	Iteration 11Q: 3 clusters Score -257545.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -257549.984375 Penalty: 2532.379150
	Iteration 12Q: 3 clusters Score -257550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -257552.937500 Penalty: 2532.379150
	Iteration 13Q: 3 clusters Score -257552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -257554.265625 Penalty: 2532.379150
	Iteration 14Q: 3 clusters Score -257554.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -257555.593750 Penalty: 2532.379150
	Iteration 15Q: 3 clusters Score -257555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -257555.593750 Penalty: 2532.379150
	Iteration 16F: 3 clusters Score -257555.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -52175.992188 Penalty: 1004.924194
	Iteration 0F: 2 clusters Score -52175.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51134.085938 Penalty: 2009.848389
	Iteration 0F: 3 clusters Score -51134.09 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51293.906250 Penalty: 2009.848389
	Iteration 1F: 3 clusters Score -51293.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51347.417969 Penalty: 2009.848389
	Iteration 2F: 3 clusters Score -51347.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51372.390625 Penalty: 2009.848389
	Iteration 3Q: 3 clusters Score -51372.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51380.082031 Penalty: 2009.848389
	Iteration 4Q: 3 clusters Score -51380.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51386.453125 Penalty: 2009.848389
	Iteration 5Q: 3 clusters Score -51386.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51389.691406 Penalty: 2009.848389
	Iteration 6Q: 3 clusters Score -51389.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51390.679688 Penalty: 2009.848389
	Iteration 7Q: 3 clusters Score -51390.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51394.980469 Penalty: 2009.848389
	Iteration 8Q: 3 clusters Score -51394.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51398.875000 Penalty: 2009.848389
	Iteration 9Q: 3 clusters Score -51398.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51401.328125 Penalty: 2009.848389
	Iteration 10Q: 3 clusters Score -51401.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51401.328125 Penalty: 2009.848389
	Iteration 11F: 3 clusters Score -51401.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Entering Unmasked Estep 
Score: -418353.781250 Penalty: 1334.894653
	Iteration 0F: 2 clusters Score -418353.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -415193.531250 Penalty: 2669.789307
	Iteration 0F: 3 clusters Score -415193.5 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -416045.625000 Penalty: 2669.789307
	Iteration 1F: 3 clusters Score -416045.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -416247.906250 Penalty: 2669.789307
	Iteration 2F: 3 clusters Score -416247.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -416422.000000 Penalty: 2669.789307
	Iteration 3F: 3 clusters Score -416422 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -416627.406250 Penalty: 2669.789307
	Iteration 4F: 3 clusters Score -416627.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -416820.656250 Penalty: 2669.789307
	Iteration 5F: 3 clusters Score -416820.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -417013.000000 Penalty: 2669.789307
	Iteration 6F: 3 clusters Score -417013 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -417173.281250 Penalty: 2669.789307
	Iteration 7F: 3 clusters Score -417173.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -417307.031250 Penalty: 2669.789307
	Iteration 8Q: 3 clusters Score -417307 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -417425.875000 Penalty: 2669.789307
	Iteration 9Q: 3 clusters Score -417425.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -417490.093750 Penalty: 2669.789307
	Iteration 10Q: 3 clusters Score -417490.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -417546.906250 Penalty: 2669.789307
	Iteration 11Q: 3 clusters Score -417546.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -417584.968750 Penalty: 2669.789307
	Iteration 12Q: 3 clusters Score -417585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -417598.093750 Penalty: 2669.789307
	Iteration 13Q: 3 clusters Score -417598.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -417610.625000 Penalty: 2669.789307
	Iteration 14Q: 3 clusters Score -417610.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -417618.125000 Penalty: 2669.789307
	Iteration 15Q: 3 clusters Score -417618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -417622.562500 Penalty: 2669.789307
	Iteration 16Q: 3 clusters Score -417622.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -417625.281250 Penalty: 2669.789307
	Iteration 17Q: 3 clusters Score -417625.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -417628.781250 Penalty: 2669.789307
	Iteration 18Q: 3 clusters Score -417628.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -417630.937500 Penalty: 2669.789307
	Iteration 19Q: 3 clusters Score -417630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -417634.062500 Penalty: 2669.789307
	Iteration 20F: 3 clusters Score -417634.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -417637.281250 Penalty: 2669.789307
	Iteration 21Q: 3 clusters Score -417637.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -417637.937500 Penalty: 2669.789307
	Iteration 22Q: 3 clusters Score -417637.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -417639.593750 Penalty: 2669.789307
	Iteration 23Q: 3 clusters Score -417639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -417641.000000 Penalty: 2669.789307
	Iteration 24Q: 3 clusters Score -417641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -417641.531250 Penalty: 2669.789307
	Iteration 25Q: 3 clusters Score -417641.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -417641.812500 Penalty: 2669.789307
	Iteration 26Q: 3 clusters Score -417641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -417642.937500 Penalty: 2669.789307
	Iteration 27Q: 3 clusters Score -417642.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -417642.937500 Penalty: 2669.789307
	Iteration 28F: 3 clusters Score -417642.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Entering Unmasked Estep 
Score: -1137968.375000 Penalty: 1494.191284
	Iteration 0F: 2 clusters Score -1137968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1130908.875000 Penalty: 2988.382568
	Iteration 0F: 3 clusters Score -1130909 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1133131.875000 Penalty: 2988.382568
	Iteration 1F: 3 clusters Score -1133132 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1133325.875000 Penalty: 2988.382568
	Iteration 2F: 3 clusters Score -1133326 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1133465.250000 Penalty: 2988.382568
	Iteration 3Q: 3 clusters Score -1133465 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1133566.125000 Penalty: 2988.382568
	Iteration 4Q: 3 clusters Score -1133566 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1133636.125000 Penalty: 2988.382568
	Iteration 5Q: 3 clusters Score -1133636 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1133686.375000 Penalty: 2988.382568
	Iteration 6Q: 3 clusters Score -1133686 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1133739.500000 Penalty: 2988.382568
	Iteration 7Q: 3 clusters Score -1133740 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1133786.875000 Penalty: 2988.382568
	Iteration 8Q: 3 clusters Score -1133787 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1133841.250000 Penalty: 2988.382568
	Iteration 9Q: 3 clusters Score -1133841 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1133891.875000 Penalty: 2988.382568
	Iteration 10Q: 3 clusters Score -1133892 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1133951.750000 Penalty: 2988.382568
	Iteration 11Q: 3 clusters Score -1133952 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1134030.125000 Penalty: 2988.382568
	Iteration 12Q: 3 clusters Score -1134030 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1134134.500000 Penalty: 2988.382568
	Iteration 13Q: 3 clusters Score -1134134 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1134253.375000 Penalty: 2988.382568
	Iteration 14Q: 3 clusters Score -1134253 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1134395.500000 Penalty: 2988.382568
	Iteration 15Q: 3 clusters Score -1134396 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1134577.500000 Penalty: 2988.382568
	Iteration 16Q: 3 clusters Score -1134578 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1134782.875000 Penalty: 2988.382568
	Iteration 17Q: 3 clusters Score -1134783 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1134969.500000 Penalty: 2988.382568
	Iteration 18Q: 3 clusters Score -1134970 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1135164.125000 Penalty: 2988.382568
	Iteration 19Q: 3 clusters Score -1135164 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1135346.000000 Penalty: 2988.382568
	Iteration 20F: 3 clusters Score -1135346 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1135476.625000 Penalty: 2988.382568
	Iteration 21Q: 3 clusters Score -1135477 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1135562.750000 Penalty: 2988.382568
	Iteration 22Q: 3 clusters Score -1135563 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1135620.625000 Penalty: 2988.382568
	Iteration 23Q: 3 clusters Score -1135621 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1135665.250000 Penalty: 2988.382568
	Iteration 24Q: 3 clusters Score -1135665 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1135700.875000 Penalty: 2988.382568
	Iteration 25Q: 3 clusters Score -1135701 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1135725.000000 Penalty: 2988.382568
	Iteration 26Q: 3 clusters Score -1135725 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1135737.875000 Penalty: 2988.382568
	Iteration 27Q: 3 clusters Score -1135738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1135749.750000 Penalty: 2988.382568
	Iteration 28Q: 3 clusters Score -1135750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1135758.875000 Penalty: 2988.382568
	Iteration 29Q: 3 clusters Score -1135759 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1135771.875000 Penalty: 2988.382568
	Iteration 30Q: 3 clusters Score -1135772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1135781.750000 Penalty: 2988.382568
	Iteration 31Q: 3 clusters Score -1135782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1135785.500000 Penalty: 2988.382568
	Iteration 32Q: 3 clusters Score -1135786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1135792.750000 Penalty: 2988.382568
	Iteration 33Q: 3 clusters Score -1135793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1135800.375000 Penalty: 2988.382568
	Iteration 34Q: 3 clusters Score -1135800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1135805.500000 Penalty: 2988.382568
	Iteration 35Q: 3 clusters Score -1135806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1135810.500000 Penalty: 2988.382568
	Iteration 36Q: 3 clusters Score -1135810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1135816.875000 Penalty: 2988.382568
	Iteration 37Q: 3 clusters Score -1135817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1135821.875000 Penalty: 2988.382568
	Iteration 38Q: 3 clusters Score -1135822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1135820.750000 Penalty: 2988.382568
	Iteration 39Q: 3 clusters Score -1135821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1135825.625000 Penalty: 2988.382568
	Iteration 40F: 3 clusters Score -1135826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1135828.500000 Penalty: 2988.382568
	Iteration 41Q: 3 clusters Score -1135828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1135831.125000 Penalty: 2988.382568
	Iteration 42Q: 3 clusters Score -1135831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1135831.000000 Penalty: 2988.382568
	Iteration 43Q: 3 clusters Score -1135831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1135834.375000 Penalty: 2988.382568
	Iteration 44Q: 3 clusters Score -1135834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1135837.875000 Penalty: 2988.382568
	Iteration 45Q: 3 clusters Score -1135838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1135842.375000 Penalty: 2988.382568
	Iteration 46Q: 3 clusters Score -1135842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1135845.250000 Penalty: 2988.382568
	Iteration 47Q: 3 clusters Score -1135845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1135843.750000 Penalty: 2988.382568
	Iteration 48Q: 3 clusters Score -1135844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1135848.500000 Penalty: 2988.382568
	Iteration 49Q: 3 clusters Score -1135848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1135851.375000 Penalty: 2988.382568
	Iteration 50Q: 3 clusters Score -1135851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1135852.000000 Penalty: 2988.382568
	Iteration 51Q: 3 clusters Score -1135852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1135854.250000 Penalty: 2988.382568
	Iteration 52Q: 3 clusters Score -1135854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1135858.625000 Penalty: 2988.382568
	Iteration 53Q: 3 clusters Score -1135859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1135859.500000 Penalty: 2988.382568
	Iteration 54Q: 3 clusters Score -1135860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1135860.375000 Penalty: 2988.382568
	Iteration 55Q: 3 clusters Score -1135860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1135861.625000 Penalty: 2988.382568
	Iteration 56Q: 3 clusters Score -1135862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1135861.750000 Penalty: 2988.382568
	Iteration 57Q: 3 clusters Score -1135862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1135867.500000 Penalty: 2988.382568
	Iteration 58Q: 3 clusters Score -1135868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1135871.375000 Penalty: 2988.382568
	Iteration 59Q: 3 clusters Score -1135871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1135871.250000 Penalty: 2988.382568
	Iteration 60F: 3 clusters Score -1135871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1135874.625000 Penalty: 2988.382568
	Iteration 61Q: 3 clusters Score -1135875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1135877.625000 Penalty: 2988.382568
	Iteration 62Q: 3 clusters Score -1135878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1135880.750000 Penalty: 2988.382568
	Iteration 63Q: 3 clusters Score -1135881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1135886.750000 Penalty: 2988.382568
	Iteration 64Q: 3 clusters Score -1135887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1135884.875000 Penalty: 2988.382568
	Iteration 65Q: 3 clusters Score -1135885 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1135896.625000 Penalty: 2988.382568
	Iteration 66Q: 3 clusters Score -1135897 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1135904.125000 Penalty: 2988.382568
	Iteration 67Q: 3 clusters Score -1135904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1135905.625000 Penalty: 2988.382568
	Iteration 68Q: 3 clusters Score -1135906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1135914.750000 Penalty: 2988.382568
	Iteration 69Q: 3 clusters Score -1135915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1135927.000000 Penalty: 2988.382568
	Iteration 70Q: 3 clusters Score -1135927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1135934.375000 Penalty: 2988.382568
	Iteration 71Q: 3 clusters Score -1135934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1135943.375000 Penalty: 2988.382568
	Iteration 72Q: 3 clusters Score -1135943 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1135955.875000 Penalty: 2988.382568
	Iteration 73Q: 3 clusters Score -1135956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1135970.875000 Penalty: 2988.382568
	Iteration 74Q: 3 clusters Score -1135971 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1135983.250000 Penalty: 2988.382568
	Iteration 75Q: 3 clusters Score -1135983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1135992.625000 Penalty: 2988.382568
	Iteration 76Q: 3 clusters Score -1135993 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1136006.125000 Penalty: 2988.382568
	Iteration 77Q: 3 clusters Score -1136006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1136020.125000 Penalty: 2988.382568
	Iteration 78Q: 3 clusters Score -1136020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1136034.125000 Penalty: 2988.382568
	Iteration 79Q: 3 clusters Score -1136034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1136044.500000 Penalty: 2988.382568
	Iteration 80F: 3 clusters Score -1136044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1136052.125000 Penalty: 2988.382568
	Iteration 81Q: 3 clusters Score -1136052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1136063.250000 Penalty: 2988.382568
	Iteration 82Q: 3 clusters Score -1136063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1136073.875000 Penalty: 2988.382568
	Iteration 83Q: 3 clusters Score -1136074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1136083.750000 Penalty: 2988.382568
	Iteration 84Q: 3 clusters Score -1136084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1136095.250000 Penalty: 2988.382568
	Iteration 85Q: 3 clusters Score -1136095 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1136107.750000 Penalty: 2988.382568
	Iteration 86Q: 3 clusters Score -1136108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1136123.750000 Penalty: 2988.382568
	Iteration 87Q: 3 clusters Score -1136124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1136139.500000 Penalty: 2988.382568
	Iteration 88Q: 3 clusters Score -1136140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1136155.125000 Penalty: 2988.382568
	Iteration 89Q: 3 clusters Score -1136155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1136163.125000 Penalty: 2988.382568
	Iteration 90Q: 3 clusters Score -1136163 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1136172.125000 Penalty: 2988.382568
	Iteration 91Q: 3 clusters Score -1136172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1136179.750000 Penalty: 2988.382568
	Iteration 92Q: 3 clusters Score -1136180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1136185.875000 Penalty: 2988.382568
	Iteration 93Q: 3 clusters Score -1136186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1136190.875000 Penalty: 2988.382568
	Iteration 94Q: 3 clusters Score -1136191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1136194.500000 Penalty: 2988.382568
	Iteration 95Q: 3 clusters Score -1136194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1136204.125000 Penalty: 2988.382568
	Iteration 96Q: 3 clusters Score -1136204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1136206.625000 Penalty: 2988.382568
	Iteration 97Q: 3 clusters Score -1136207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1136212.875000 Penalty: 2988.382568
	Iteration 98Q: 3 clusters Score -1136213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1136216.000000 Penalty: 2988.382568
	Iteration 99Q: 3 clusters Score -1136216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1136224.250000 Penalty: 2988.382568
	Iteration 100F: 3 clusters Score -1136224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1136227.875000 Penalty: 2988.382568
	Iteration 101Q: 3 clusters Score -1136228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1136236.250000 Penalty: 2988.382568
	Iteration 102Q: 3 clusters Score -1136236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1136243.625000 Penalty: 2988.382568
	Iteration 103Q: 3 clusters Score -1136244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1136251.625000 Penalty: 2988.382568
	Iteration 104Q: 3 clusters Score -1136252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1136259.875000 Penalty: 2988.382568
	Iteration 105Q: 3 clusters Score -1136260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1136269.500000 Penalty: 2988.382568
	Iteration 106Q: 3 clusters Score -1136270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1136282.875000 Penalty: 2988.382568
	Iteration 107Q: 3 clusters Score -1136283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1136289.500000 Penalty: 2988.382568
	Iteration 108Q: 3 clusters Score -1136290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1136294.875000 Penalty: 2988.382568
	Iteration 109Q: 3 clusters Score -1136295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1136304.625000 Penalty: 2988.382568
	Iteration 110Q: 3 clusters Score -1136305 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1136320.375000 Penalty: 2988.382568
	Iteration 111Q: 3 clusters Score -1136320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1136333.625000 Penalty: 2988.382568
	Iteration 112Q: 3 clusters Score -1136334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1136348.500000 Penalty: 2988.382568
	Iteration 113Q: 3 clusters Score -1136348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1136361.750000 Penalty: 2988.382568
	Iteration 114Q: 3 clusters Score -1136362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1136373.875000 Penalty: 2988.382568
	Iteration 115Q: 3 clusters Score -1136374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1136384.875000 Penalty: 2988.382568
	Iteration 116Q: 3 clusters Score -1136385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1136396.375000 Penalty: 2988.382568
	Iteration 117Q: 3 clusters Score -1136396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1136408.125000 Penalty: 2988.382568
	Iteration 118Q: 3 clusters Score -1136408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1136415.250000 Penalty: 2988.382568
	Iteration 119Q: 3 clusters Score -1136415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1136423.500000 Penalty: 2988.382568
	Iteration 120F: 3 clusters Score -1136424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1136431.625000 Penalty: 2988.382568
	Iteration 121Q: 3 clusters Score -1136432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1136437.125000 Penalty: 2988.382568
	Iteration 122Q: 3 clusters Score -1136437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1136442.375000 Penalty: 2988.382568
	Iteration 123Q: 3 clusters Score -1136442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1136448.250000 Penalty: 2988.382568
	Iteration 124Q: 3 clusters Score -1136448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1136453.875000 Penalty: 2988.382568
	Iteration 125Q: 3 clusters Score -1136454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1136466.125000 Penalty: 2988.382568
	Iteration 126Q: 3 clusters Score -1136466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1136483.500000 Penalty: 2988.382568
	Iteration 127Q: 3 clusters Score -1136484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1136495.000000 Penalty: 2988.382568
	Iteration 128Q: 3 clusters Score -1136495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1136508.500000 Penalty: 2988.382568
	Iteration 129Q: 3 clusters Score -1136508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1136525.500000 Penalty: 2988.382568
	Iteration 130Q: 3 clusters Score -1136526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1136540.875000 Penalty: 2988.382568
	Iteration 131Q: 3 clusters Score -1136541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1136549.500000 Penalty: 2988.382568
	Iteration 132Q: 3 clusters Score -1136550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1136564.750000 Penalty: 2988.382568
	Iteration 133Q: 3 clusters Score -1136565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1136573.875000 Penalty: 2988.382568
	Iteration 134Q: 3 clusters Score -1136574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1136584.625000 Penalty: 2988.382568
	Iteration 135Q: 3 clusters Score -1136585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1136597.250000 Penalty: 2988.382568
	Iteration 136Q: 3 clusters Score -1136597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1136607.875000 Penalty: 2988.382568
	Iteration 137Q: 3 clusters Score -1136608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1136619.750000 Penalty: 2988.382568
	Iteration 138Q: 3 clusters Score -1136620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1136624.750000 Penalty: 2988.382568
	Iteration 139Q: 3 clusters Score -1136625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1136635.750000 Penalty: 2988.382568
	Iteration 140F: 3 clusters Score -1136636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1136643.375000 Penalty: 2988.382568
	Iteration 141Q: 3 clusters Score -1136643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1136652.500000 Penalty: 2988.382568
	Iteration 142Q: 3 clusters Score -1136652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1136656.875000 Penalty: 2988.382568
	Iteration 143Q: 3 clusters Score -1136657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1136662.125000 Penalty: 2988.382568
	Iteration 144Q: 3 clusters Score -1136662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1136665.875000 Penalty: 2988.382568
	Iteration 145Q: 3 clusters Score -1136666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1136669.375000 Penalty: 2988.382568
	Iteration 146Q: 3 clusters Score -1136669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1136670.875000 Penalty: 2988.382568
	Iteration 147Q: 3 clusters Score -1136671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1136673.750000 Penalty: 2988.382568
	Iteration 148Q: 3 clusters Score -1136674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1136677.500000 Penalty: 2988.382568
	Iteration 149Q: 3 clusters Score -1136678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1136680.000000 Penalty: 2988.382568
	Iteration 150Q: 3 clusters Score -1136680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1136686.375000 Penalty: 2988.382568
	Iteration 151Q: 3 clusters Score -1136686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1136695.875000 Penalty: 2988.382568
	Iteration 152Q: 3 clusters Score -1136696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1136704.500000 Penalty: 2988.382568
	Iteration 153Q: 3 clusters Score -1136704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1136708.875000 Penalty: 2988.382568
	Iteration 154Q: 3 clusters Score -1136709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1136717.625000 Penalty: 2988.382568
	Iteration 155Q: 3 clusters Score -1136718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1136721.625000 Penalty: 2988.382568
	Iteration 156Q: 3 clusters Score -1136722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1136722.375000 Penalty: 2988.382568
	Iteration 157Q: 3 clusters Score -1136722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1136722.375000 Penalty: 2988.382568
	Iteration 158F: 3 clusters Score -1136722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Entering Unmasked Estep 
Score: -2614918.500000 Penalty: 1629.901733
	Iteration 0F: 2 clusters Score -2614918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2599431.500000 Penalty: 3259.803467
	Iteration 0F: 3 clusters Score -2599432 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2605175.250000 Penalty: 3259.803467
	Iteration 1F: 3 clusters Score -2605175 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2605594.250000 Penalty: 3259.803467
	Iteration 2F: 3 clusters Score -2605594 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2606002.750000 Penalty: 3259.803467
	Iteration 3Q: 3 clusters Score -2606003 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2606424.500000 Penalty: 3259.803467
	Iteration 4Q: 3 clusters Score -2606424 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2607003.500000 Penalty: 3259.803467
	Iteration 5Q: 3 clusters Score -2607004 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2607795.750000 Penalty: 3259.803467
	Iteration 6F: 3 clusters Score -2607796 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2608836.500000 Penalty: 3259.803467
	Iteration 7F: 3 clusters Score -2608836 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2609990.500000 Penalty: 3259.803467
	Iteration 8F: 3 clusters Score -2609990 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2611028.500000 Penalty: 3259.803467
	Iteration 9F: 3 clusters Score -2611028 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2611802.750000 Penalty: 3259.803467
	Iteration 10Q: 3 clusters Score -2611803 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2612277.500000 Penalty: 3259.803467
	Iteration 11Q: 3 clusters Score -2612278 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2612535.000000 Penalty: 3259.803467
	Iteration 12Q: 3 clusters Score -2612535 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2612694.750000 Penalty: 3259.803467
	Iteration 13Q: 3 clusters Score -2612695 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2612800.000000 Penalty: 3259.803467
	Iteration 14Q: 3 clusters Score -2612800 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2612875.500000 Penalty: 3259.803467
	Iteration 15Q: 3 clusters Score -2612876 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2612931.000000 Penalty: 3259.803467
	Iteration 16Q: 3 clusters Score -2612931 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2612961.750000 Penalty: 3259.803467
	Iteration 17Q: 3 clusters Score -2612962 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2612990.250000 Penalty: 3259.803467
	Iteration 18Q: 3 clusters Score -2612990 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2613025.000000 Penalty: 3259.803467
	Iteration 19Q: 3 clusters Score -2613025 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2613058.250000 Penalty: 3259.803467
	Iteration 20F: 3 clusters Score -2613058 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2613082.500000 Penalty: 3259.803467
	Iteration 21Q: 3 clusters Score -2613082 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2613111.250000 Penalty: 3259.803467
	Iteration 22Q: 3 clusters Score -2613111 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2613138.000000 Penalty: 3259.803467
	Iteration 23Q: 3 clusters Score -2613138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2613152.500000 Penalty: 3259.803467
	Iteration 24Q: 3 clusters Score -2613152 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2613179.000000 Penalty: 3259.803467
	Iteration 25Q: 3 clusters Score -2613179 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2613200.000000 Penalty: 3259.803467
	Iteration 26Q: 3 clusters Score -2613200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2613210.750000 Penalty: 3259.803467
	Iteration 27Q: 3 clusters Score -2613211 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2613230.750000 Penalty: 3259.803467
	Iteration 28Q: 3 clusters Score -2613231 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2613249.750000 Penalty: 3259.803467
	Iteration 29Q: 3 clusters Score -2613250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2613270.750000 Penalty: 3259.803467
	Iteration 30Q: 3 clusters Score -2613271 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2613295.500000 Penalty: 3259.803467
	Iteration 31Q: 3 clusters Score -2613296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2613312.250000 Penalty: 3259.803467
	Iteration 32Q: 3 clusters Score -2613312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2613322.000000 Penalty: 3259.803467
	Iteration 33Q: 3 clusters Score -2613322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2613335.000000 Penalty: 3259.803467
	Iteration 34Q: 3 clusters Score -2613335 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2613339.250000 Penalty: 3259.803467
	Iteration 35Q: 3 clusters Score -2613339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2613349.000000 Penalty: 3259.803467
	Iteration 36Q: 3 clusters Score -2613349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2613359.750000 Penalty: 3259.803467
	Iteration 37Q: 3 clusters Score -2613360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2613375.500000 Penalty: 3259.803467
	Iteration 38Q: 3 clusters Score -2613376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2613381.250000 Penalty: 3259.803467
	Iteration 39Q: 3 clusters Score -2613381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2613388.750000 Penalty: 3259.803467
	Iteration 40F: 3 clusters Score -2613389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2613398.750000 Penalty: 3259.803467
	Iteration 41Q: 3 clusters Score -2613399 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2613411.000000 Penalty: 3259.803467
	Iteration 42Q: 3 clusters Score -2613411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2613416.000000 Penalty: 3259.803467
	Iteration 43Q: 3 clusters Score -2613416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2613423.500000 Penalty: 3259.803467
	Iteration 44Q: 3 clusters Score -2613424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2613436.000000 Penalty: 3259.803467
	Iteration 45Q: 3 clusters Score -2613436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2613446.000000 Penalty: 3259.803467
	Iteration 46Q: 3 clusters Score -2613446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2613446.750000 Penalty: 3259.803467
	Iteration 47Q: 3 clusters Score -2613447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2613463.000000 Penalty: 3259.803467
	Iteration 48Q: 3 clusters Score -2613463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2613480.750000 Penalty: 3259.803467
	Iteration 49Q: 3 clusters Score -2613481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2613487.500000 Penalty: 3259.803467
	Iteration 50Q: 3 clusters Score -2613488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2613488.750000 Penalty: 3259.803467
	Iteration 51Q: 3 clusters Score -2613489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2613492.000000 Penalty: 3259.803467
	Iteration 52Q: 3 clusters Score -2613492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2613500.500000 Penalty: 3259.803467
	Iteration 53Q: 3 clusters Score -2613500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2613509.250000 Penalty: 3259.803467
	Iteration 54Q: 3 clusters Score -2613509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2613513.000000 Penalty: 3259.803467
	Iteration 55Q: 3 clusters Score -2613513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2613513.750000 Penalty: 3259.803467
	Iteration 56Q: 3 clusters Score -2613514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2613518.000000 Penalty: 3259.803467
	Iteration 57Q: 3 clusters Score -2613518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2613523.000000 Penalty: 3259.803467
	Iteration 58Q: 3 clusters Score -2613523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2613529.250000 Penalty: 3259.803467
	Iteration 59Q: 3 clusters Score -2613529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2613533.750000 Penalty: 3259.803467
	Iteration 60F: 3 clusters Score -2613534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2613541.000000 Penalty: 3259.803467
	Iteration 61Q: 3 clusters Score -2613541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2613542.000000 Penalty: 3259.803467
	Iteration 62Q: 3 clusters Score -2613542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2613545.250000 Penalty: 3259.803467
	Iteration 63Q: 3 clusters Score -2613545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2613546.750000 Penalty: 3259.803467
	Iteration 64Q: 3 clusters Score -2613547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2613545.500000 Penalty: 3259.803467
	Iteration 65Q: 3 clusters Score -2613546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2613553.000000 Penalty: 3259.803467
	Iteration 66Q: 3 clusters Score -2613553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2613556.250000 Penalty: 3259.803467
	Iteration 67Q: 3 clusters Score -2613556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2613561.250000 Penalty: 3259.803467
	Iteration 68Q: 3 clusters Score -2613561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2613561.000000 Penalty: 3259.803467
	Iteration 69Q: 3 clusters Score -2613561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2613567.250000 Penalty: 3259.803467
	Iteration 70Q: 3 clusters Score -2613567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2613571.750000 Penalty: 3259.803467
	Iteration 71Q: 3 clusters Score -2613572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2613568.000000 Penalty: 3259.803467
	Iteration 72Q: 3 clusters Score -2613568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2613573.750000 Penalty: 3259.803467
	Iteration 73Q: 3 clusters Score -2613574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2613582.000000 Penalty: 3259.803467
	Iteration 74Q: 3 clusters Score -2613582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2613581.250000 Penalty: 3259.803467
	Iteration 75Q: 3 clusters Score -2613581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2613588.500000 Penalty: 3259.803467
	Iteration 76Q: 3 clusters Score -2613588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2613586.000000 Penalty: 3259.803467
	Iteration 77Q: 3 clusters Score -2613586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2613589.500000 Penalty: 3259.803467
	Iteration 78Q: 3 clusters Score -2613590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2613591.500000 Penalty: 3259.803467
	Iteration 79Q: 3 clusters Score -2613592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2613592.750000 Penalty: 3259.803467
	Iteration 80F: 3 clusters Score -2613593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2613591.500000 Penalty: 3259.803467
	Iteration 81Q: 3 clusters Score -2613592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2613588.250000 Penalty: 3259.803467
	Iteration 82Q: 3 clusters Score -2613588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2613592.500000 Penalty: 3259.803467
	Iteration 83Q: 3 clusters Score -2613592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2613593.750000 Penalty: 3259.803467
	Iteration 84Q: 3 clusters Score -2613594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2613593.500000 Penalty: 3259.803467
	Iteration 85Q: 3 clusters Score -2613594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2613595.250000 Penalty: 3259.803467
	Iteration 86Q: 3 clusters Score -2613595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2613595.250000 Penalty: 3259.803467
	Iteration 87F: 3 clusters Score -2613595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Entering Unmasked Estep 
Score: -1644903.375000 Penalty: 1553.959229
	Iteration 0F: 2 clusters Score -1644903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1635049.375000 Penalty: 3107.918457
	Iteration 0F: 3 clusters Score -1635049 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1638480.875000 Penalty: 3107.918457
	Iteration 1F: 3 clusters Score -1638481 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1638796.375000 Penalty: 3107.918457
	Iteration 2F: 3 clusters Score -1638796 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1639110.875000 Penalty: 3107.918457
	Iteration 3F: 3 clusters Score -1639111 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1639425.375000 Penalty: 3107.918457
	Iteration 4Q: 3 clusters Score -1639425 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1639801.875000 Penalty: 3107.918457
	Iteration 5F: 3 clusters Score -1639802 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1640269.375000 Penalty: 3107.918457
	Iteration 6F: 3 clusters Score -1640269 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1640839.375000 Penalty: 3107.918457
	Iteration 7F: 3 clusters Score -1640839 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1641453.625000 Penalty: 3107.918457
	Iteration 8F: 3 clusters Score -1641454 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1642037.500000 Penalty: 3107.918457
	Iteration 9F: 3 clusters Score -1642038 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1642494.750000 Penalty: 3107.918457
	Iteration 10Q: 3 clusters Score -1642495 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1642773.250000 Penalty: 3107.918457
	Iteration 11Q: 3 clusters Score -1642773 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1642952.375000 Penalty: 3107.918457
	Iteration 12Q: 3 clusters Score -1642952 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1643093.875000 Penalty: 3107.918457
	Iteration 13Q: 3 clusters Score -1643094 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1643199.625000 Penalty: 3107.918457
	Iteration 14Q: 3 clusters Score -1643200 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1643272.375000 Penalty: 3107.918457
	Iteration 15Q: 3 clusters Score -1643272 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1643360.500000 Penalty: 3107.918457
	Iteration 16Q: 3 clusters Score -1643360 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1643425.750000 Penalty: 3107.918457
	Iteration 17Q: 3 clusters Score -1643426 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1643473.125000 Penalty: 3107.918457
	Iteration 18Q: 3 clusters Score -1643473 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1643511.250000 Penalty: 3107.918457
	Iteration 19Q: 3 clusters Score -1643511 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1643537.625000 Penalty: 3107.918457
	Iteration 20F: 3 clusters Score -1643538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1643564.625000 Penalty: 3107.918457
	Iteration 21Q: 3 clusters Score -1643565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1643586.250000 Penalty: 3107.918457
	Iteration 22Q: 3 clusters Score -1643586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1643610.000000 Penalty: 3107.918457
	Iteration 23Q: 3 clusters Score -1643610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1643629.875000 Penalty: 3107.918457
	Iteration 24Q: 3 clusters Score -1643630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1643644.000000 Penalty: 3107.918457
	Iteration 25Q: 3 clusters Score -1643644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1643661.375000 Penalty: 3107.918457
	Iteration 26Q: 3 clusters Score -1643661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1643673.000000 Penalty: 3107.918457
	Iteration 27Q: 3 clusters Score -1643673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1643681.125000 Penalty: 3107.918457
	Iteration 28Q: 3 clusters Score -1643681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1643683.750000 Penalty: 3107.918457
	Iteration 29Q: 3 clusters Score -1643684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1643694.500000 Penalty: 3107.918457
	Iteration 30Q: 3 clusters Score -1643694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1643696.000000 Penalty: 3107.918457
	Iteration 31Q: 3 clusters Score -1643696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1643698.125000 Penalty: 3107.918457
	Iteration 32Q: 3 clusters Score -1643698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1643701.125000 Penalty: 3107.918457
	Iteration 33Q: 3 clusters Score -1643701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1643700.625000 Penalty: 3107.918457
	Iteration 34Q: 3 clusters Score -1643701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1643709.250000 Penalty: 3107.918457
	Iteration 35Q: 3 clusters Score -1643709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1643707.500000 Penalty: 3107.918457
	Iteration 36Q: 3 clusters Score -1643708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1643706.750000 Penalty: 3107.918457
	Iteration 37Q: 3 clusters Score -1643707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1643708.875000 Penalty: 3107.918457
	Iteration 38Q: 3 clusters Score -1643709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1643708.625000 Penalty: 3107.918457
	Iteration 39Q: 3 clusters Score -1643709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1643708.625000 Penalty: 3107.918457
	Iteration 40F: 3 clusters Score -1643709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -201851.187500 Penalty: 1210.543457
	Iteration 0F: 2 clusters Score -201851.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -199946.750000 Penalty: 2421.086914
	Iteration 0F: 3 clusters Score -199946.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -200290.718750 Penalty: 2421.086914
	Iteration 1F: 3 clusters Score -200290.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -200367.890625 Penalty: 2421.086914
	Iteration 2F: 3 clusters Score -200367.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -200420.781250 Penalty: 2421.086914
	Iteration 3Q: 3 clusters Score -200420.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -200455.640625 Penalty: 2421.086914
	Iteration 4Q: 3 clusters Score -200455.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -200483.515625 Penalty: 2421.086914
	Iteration 5Q: 3 clusters Score -200483.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -200505.312500 Penalty: 2421.086914
	Iteration 6Q: 3 clusters Score -200505.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -200525.328125 Penalty: 2421.086914
	Iteration 7Q: 3 clusters Score -200525.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -200545.734375 Penalty: 2421.086914
	Iteration 8Q: 3 clusters Score -200545.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -200555.218750 Penalty: 2421.086914
	Iteration 9Q: 3 clusters Score -200555.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -200562.765625 Penalty: 2421.086914
	Iteration 10Q: 3 clusters Score -200562.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -200573.562500 Penalty: 2421.086914
	Iteration 11Q: 3 clusters Score -200573.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -200586.640625 Penalty: 2421.086914
	Iteration 12Q: 3 clusters Score -200586.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -200600.125000 Penalty: 2421.086914
	Iteration 13Q: 3 clusters Score -200600.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -200610.875000 Penalty: 2421.086914
	Iteration 14Q: 3 clusters Score -200610.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -200618.578125 Penalty: 2421.086914
	Iteration 15Q: 3 clusters Score -200618.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -200621.734375 Penalty: 2421.086914
	Iteration 16Q: 3 clusters Score -200621.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -200626.078125 Penalty: 2421.086914
	Iteration 17Q: 3 clusters Score -200626.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -200629.390625 Penalty: 2421.086914
	Iteration 18Q: 3 clusters Score -200629.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -200632.812500 Penalty: 2421.086914
	Iteration 19Q: 3 clusters Score -200632.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -200635.250000 Penalty: 2421.086914
	Iteration 20F: 3 clusters Score -200635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -200636.203125 Penalty: 2421.086914
	Iteration 21Q: 3 clusters Score -200636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -200637.203125 Penalty: 2421.086914
	Iteration 22Q: 3 clusters Score -200637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -200638.437500 Penalty: 2421.086914
	Iteration 23Q: 3 clusters Score -200638.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -200638.984375 Penalty: 2421.086914
	Iteration 24Q: 3 clusters Score -200639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -200638.984375 Penalty: 2421.086914
	Iteration 25F: 3 clusters Score -200639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Entering Unmasked Estep 
Score: -783578.437500 Penalty: 1434.272705
	Iteration 0F: 2 clusters Score -783578.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -778425.875000 Penalty: 2868.545410
	Iteration 0F: 3 clusters Score -778425.9 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -779980.125000 Penalty: 2868.545410
	Iteration 1F: 3 clusters Score -779980.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -780246.625000 Penalty: 2868.545410
	Iteration 2F: 3 clusters Score -780246.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -780485.750000 Penalty: 2868.545410
	Iteration 3F: 3 clusters Score -780485.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -780723.875000 Penalty: 2868.545410
	Iteration 4F: 3 clusters Score -780723.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -780983.000000 Penalty: 2868.545410
	Iteration 5F: 3 clusters Score -780983 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -781299.500000 Penalty: 2868.545410
	Iteration 6F: 3 clusters Score -781299.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -781646.687500 Penalty: 2868.545410
	Iteration 7F: 3 clusters Score -781646.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -782020.750000 Penalty: 2868.545410
	Iteration 8F: 3 clusters Score -782020.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -782325.312500 Penalty: 2868.545410
	Iteration 9F: 3 clusters Score -782325.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -782500.687500 Penalty: 2868.545410
	Iteration 10Q: 3 clusters Score -782500.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -782595.562500 Penalty: 2868.545410
	Iteration 11Q: 3 clusters Score -782595.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -782659.500000 Penalty: 2868.545410
	Iteration 12Q: 3 clusters Score -782659.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -782716.250000 Penalty: 2868.545410
	Iteration 13Q: 3 clusters Score -782716.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -782753.375000 Penalty: 2868.545410
	Iteration 14Q: 3 clusters Score -782753.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -782777.000000 Penalty: 2868.545410
	Iteration 15Q: 3 clusters Score -782777 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -782791.750000 Penalty: 2868.545410
	Iteration 16Q: 3 clusters Score -782791.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -782805.375000 Penalty: 2868.545410
	Iteration 17Q: 3 clusters Score -782805.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -782817.312500 Penalty: 2868.545410
	Iteration 18Q: 3 clusters Score -782817.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -782828.750000 Penalty: 2868.545410
	Iteration 19Q: 3 clusters Score -782828.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -782836.750000 Penalty: 2868.545410
	Iteration 20F: 3 clusters Score -782836.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -782840.500000 Penalty: 2868.545410
	Iteration 21Q: 3 clusters Score -782840.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -782846.437500 Penalty: 2868.545410
	Iteration 22Q: 3 clusters Score -782846.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -782846.625000 Penalty: 2868.545410
	Iteration 23Q: 3 clusters Score -782846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -782846.250000 Penalty: 2868.545410
	Iteration 24Q: 3 clusters Score -782846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -782848.437500 Penalty: 2868.545410
	Iteration 25Q: 3 clusters Score -782848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -782848.125000 Penalty: 2868.545410
	Iteration 26Q: 3 clusters Score -782848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -782847.312500 Penalty: 2868.545410
	Iteration 27Q: 3 clusters Score -782847.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -782847.312500 Penalty: 2868.545410
	Iteration 28F: 3 clusters Score -782847.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Entering Unmasked Estep 
Score: -5432055.000000 Penalty: 1749.399170
	Iteration 0F: 2 clusters Score -5432055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -5400322.500000 Penalty: 3498.798340
	Iteration 0F: 3 clusters Score -5400322 nChanged 22269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -5412965.500000 Penalty: 3498.798340
	Iteration 1F: 3 clusters Score -5412966 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -5413553.000000 Penalty: 3498.798340
	Iteration 2Q: 3 clusters Score -5413553 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -5414216.500000 Penalty: 3498.798340
	Iteration 3Q: 3 clusters Score -5414216 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -5415009.500000 Penalty: 3498.798340
	Iteration 4Q: 3 clusters Score -5415010 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -5415798.000000 Penalty: 3498.798340
	Iteration 5Q: 3 clusters Score -5415798 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -5416694.000000 Penalty: 3498.798340
	Iteration 6Q: 3 clusters Score -5416694 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -5417692.000000 Penalty: 3498.798340
	Iteration 7Q: 3 clusters Score -5417692 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -5418899.500000 Penalty: 3498.798340
	Iteration 8Q: 3 clusters Score -5418900 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -5420205.500000 Penalty: 3498.798340
	Iteration 9Q: 3 clusters Score -5420206 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -5421642.500000 Penalty: 3498.798340
	Iteration 10Q: 3 clusters Score -5421642 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -5423021.500000 Penalty: 3498.798340
	Iteration 11Q: 3 clusters Score -5423022 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -5424032.000000 Penalty: 3498.798340
	Iteration 12Q: 3 clusters Score -5424032 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -5424638.000000 Penalty: 3498.798340
	Iteration 13Q: 3 clusters Score -5424638 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -5424993.500000 Penalty: 3498.798340
	Iteration 14Q: 3 clusters Score -5424994 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -5425302.500000 Penalty: 3498.798340
	Iteration 15Q: 3 clusters Score -5425302 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -5425596.000000 Penalty: 3498.798340
	Iteration 16Q: 3 clusters Score -5425596 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -5425899.500000 Penalty: 3498.798340
	Iteration 17Q: 3 clusters Score -5425900 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -5426209.500000 Penalty: 3498.798340
	Iteration 18Q: 3 clusters Score -5426210 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -5426520.000000 Penalty: 3498.798340
	Iteration 19Q: 3 clusters Score -5426520 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -5426764.000000 Penalty: 3498.798340
	Iteration 20F: 3 clusters Score -5426764 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -5427171.000000 Penalty: 3498.798340
	Iteration 21Q: 3 clusters Score -5427171 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -5427573.500000 Penalty: 3498.798340
	Iteration 22Q: 3 clusters Score -5427574 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -5427958.500000 Penalty: 3498.798340
	Iteration 23Q: 3 clusters Score -5427958 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -5428374.500000 Penalty: 3498.798340
	Iteration 24Q: 3 clusters Score -5428374 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -5428785.500000 Penalty: 3498.798340
	Iteration 25Q: 3 clusters Score -5428786 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5429100 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5429345 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5429566 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5429746 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5429916 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5430048 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -5430158.500000 Penalty: 3498.798340
	Iteration 32Q: 3 clusters Score -5430158 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5430250 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5430333 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -5430395.500000 Penalty: 3498.798340
	Iteration 35Q: 3 clusters Score -5430396 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5430457 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5430518 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -5430561.500000 Penalty: 3498.798340
	Iteration 38Q: 3 clusters Score -5430562 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -5430605.500000 Penalty: 3498.798340
	Iteration 39Q: 3 clusters Score -5430606 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -5430656.500000 Penalty: 3498.798340
	Iteration 40F: 3 clusters Score -5430656 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -5430690.500000 Penalty: 3498.798340
	Iteration 41Q: 3 clusters Score -5430690 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -5430705.000000 Penalty: 3498.798340
	Iteration 42Q: 3 clusters Score -5430705 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -5430717.500000 Penalty: 3498.798340
	Iteration 43Q: 3 clusters Score -5430718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -5430722.000000 Penalty: 3498.798340
	Iteration 44Q: 3 clusters Score -5430722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -5430734.500000 Penalty: 3498.798340
	Iteration 45Q: 3 clusters Score -5430734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -5430755.000000 Penalty: 3498.798340
	Iteration 46Q: 3 clusters Score -5430755 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5430754.000000 Penalty: 3498.798340
	Iteration 47Q: 3 clusters Score -5430754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -5430764.000000 Penalty: 3498.798340
	Iteration 48Q: 3 clusters Score -5430764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -5430788.500000 Penalty: 3498.798340
	Iteration 49Q: 3 clusters Score -5430788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -5430782.500000 Penalty: 3498.798340
	Iteration 50Q: 3 clusters Score -5430782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -5430789.500000 Penalty: 3498.798340
	Iteration 51Q: 3 clusters Score -5430790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -5430796.500000 Penalty: 3498.798340
	Iteration 52Q: 3 clusters Score -5430796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -5430804.000000 Penalty: 3498.798340
	Iteration 53Q: 3 clusters Score -5430804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -5430803.500000 Penalty: 3498.798340
	Iteration 54Q: 3 clusters Score -5430804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5430804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5430804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -5430807.500000 Penalty: 3498.798340
	Iteration 57Q: 3 clusters Score -5430808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -5430814.000000 Penalty: 3498.798340
	Iteration 58Q: 3 clusters Score -5430814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -5430811.000000 Penalty: 3498.798340
	Iteration 59Q: 3 clusters Score -5430811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -5430818.500000 Penalty: 3498.798340
	Iteration 60F: 3 clusters Score -5430818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -5430812.000000 Penalty: 3498.798340
	Iteration 61Q: 3 clusters Score -5430812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -5430826.500000 Penalty: 3498.798340
	Iteration 62Q: 3 clusters Score -5430826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -5430828.000000 Penalty: 3498.798340
	Iteration 63Q: 3 clusters Score -5430828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -5430829.500000 Penalty: 3498.798340
	Iteration 64Q: 3 clusters Score -5430830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -5430830.500000 Penalty: 3498.798340
	Iteration 65Q: 3 clusters Score -5430830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -5430838.500000 Penalty: 3498.798340
	Iteration 66Q: 3 clusters Score -5430838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -5430847.000000 Penalty: 3498.798340
	Iteration 67Q: 3 clusters Score -5430847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -5430849.000000 Penalty: 3498.798340
	Iteration 68Q: 3 clusters Score -5430849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -5430852.500000 Penalty: 3498.798340
	Iteration 69Q: 3 clusters Score -5430852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -5430850.500000 Penalty: 3498.798340
	Iteration 70Q: 3 clusters Score -5430850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -5430852.000000 Penalty: 3498.798340
	Iteration 71Q: 3 clusters Score -5430852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -5430853.000000 Penalty: 3498.798340
	Iteration 72Q: 3 clusters Score -5430853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -5430860.000000 Penalty: 3498.798340
	Iteration 73Q: 3 clusters Score -5430860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -5430857.000000 Penalty: 3498.798340
	Iteration 74Q: 3 clusters Score -5430857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -5430865.500000 Penalty: 3498.798340
	Iteration 75Q: 3 clusters Score -5430866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -5430867.000000 Penalty: 3498.798340
	Iteration 76Q: 3 clusters Score -5430867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -5430869.000000 Penalty: 3498.798340
	Iteration 77Q: 3 clusters Score -5430869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -5430870.000000 Penalty: 3498.798340
	Iteration 78Q: 3 clusters Score -5430870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5430870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -5430869.000000 Penalty: 3498.798340
	Iteration 80F: 3 clusters Score -5430869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -5430866.000000 Penalty: 3498.798340
	Iteration 81Q: 3 clusters Score -5430866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -5430863.500000 Penalty: 3498.798340
	Iteration 82Q: 3 clusters Score -5430864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -5430866.000000 Penalty: 3498.798340
	Iteration 83Q: 3 clusters Score -5430866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -5430862.000000 Penalty: 3498.798340
	Iteration 84Q: 3 clusters Score -5430862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -5430860.000000 Penalty: 3498.798340
	Iteration 85Q: 3 clusters Score -5430860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -5430859.500000 Penalty: 3498.798340
	Iteration 86Q: 3 clusters Score -5430860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -5430863.000000 Penalty: 3498.798340
	Iteration 87Q: 3 clusters Score -5430863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -5430861.500000 Penalty: 3498.798340
	Iteration 88Q: 3 clusters Score -5430862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -5430865.500000 Penalty: 3498.798340
	Iteration 89Q: 3 clusters Score -5430866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -5430866.000000 Penalty: 3498.798340
	Iteration 90Q: 3 clusters Score -5430866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -5430869.000000 Penalty: 3498.798340
	Iteration 91Q: 3 clusters Score -5430869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -5430875.000000 Penalty: 3498.798340
	Iteration 92Q: 3 clusters Score -5430875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -5430882.500000 Penalty: 3498.798340
	Iteration 93Q: 3 clusters Score -5430882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -5430884.500000 Penalty: 3498.798340
	Iteration 94Q: 3 clusters Score -5430884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -5430880.000000 Penalty: 3498.798340
	Iteration 95Q: 3 clusters Score -5430880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -5430889.500000 Penalty: 3498.798340
	Iteration 96Q: 3 clusters Score -5430890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -5430889.500000 Penalty: 3498.798340
	Iteration 97Q: 3 clusters Score -5430890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -5430894.000000 Penalty: 3498.798340
	Iteration 98Q: 3 clusters Score -5430894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -5430900.000000 Penalty: 3498.798340
	Iteration 99Q: 3 clusters Score -5430900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -5430900.500000 Penalty: 3498.798340
	Iteration 100F: 3 clusters Score -5430900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -5430903.500000 Penalty: 3498.798340
	Iteration 101Q: 3 clusters Score -5430904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -5430912.500000 Penalty: 3498.798340
	Iteration 102Q: 3 clusters Score -5430912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -5430909.500000 Penalty: 3498.798340
	Iteration 103Q: 3 clusters Score -5430910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -5430923.500000 Penalty: 3498.798340
	Iteration 104Q: 3 clusters Score -5430924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -5430918.500000 Penalty: 3498.798340
	Iteration 105Q: 3 clusters Score -5430918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -5430922.500000 Penalty: 3498.798340
	Iteration 106Q: 3 clusters Score -5430922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -5430920.000000 Penalty: 3498.798340
	Iteration 107Q: 3 clusters Score -5430920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -5430924.500000 Penalty: 3498.798340
	Iteration 108Q: 3 clusters Score -5430924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -5430933.000000 Penalty: 3498.798340
	Iteration 109Q: 3 clusters Score -5430933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -5430931.000000 Penalty: 3498.798340
	Iteration 110Q: 3 clusters Score -5430931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -5430931.000000 Penalty: 3498.798340
	Iteration 111Q: 3 clusters Score -5430931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -5430939.500000 Penalty: 3498.798340
	Iteration 112Q: 3 clusters Score -5430940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -5430947.000000 Penalty: 3498.798340
	Iteration 113Q: 3 clusters Score -5430947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -5430951.500000 Penalty: 3498.798340
	Iteration 114Q: 3 clusters Score -5430952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -5430954.500000 Penalty: 3498.798340
	Iteration 115Q: 3 clusters Score -5430954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -5430945.000000 Penalty: 3498.798340
	Iteration 116Q: 3 clusters Score -5430945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -5430947.500000 Penalty: 3498.798340
	Iteration 117Q: 3 clusters Score -5430948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -5430947.000000 Penalty: 3498.798340
	Iteration 118Q: 3 clusters Score -5430947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -5430949.000000 Penalty: 3498.798340
	Iteration 119Q: 3 clusters Score -5430949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -5430949.500000 Penalty: 3498.798340
	Iteration 120F: 3 clusters Score -5430950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -5430953.500000 Penalty: 3498.798340
	Iteration 121Q: 3 clusters Score -5430954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -5430958.500000 Penalty: 3498.798340
	Iteration 122Q: 3 clusters Score -5430958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -5430962.500000 Penalty: 3498.798340
	Iteration 123Q: 3 clusters Score -5430962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -5430954.000000 Penalty: 3498.798340
	Iteration 124Q: 3 clusters Score -5430954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -5430960.500000 Penalty: 3498.798340
	Iteration 125Q: 3 clusters Score -5430960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -5430963.000000 Penalty: 3498.798340
	Iteration 126Q: 3 clusters Score -5430963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -5430967.000000 Penalty: 3498.798340
	Iteration 127Q: 3 clusters Score -5430967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -5430963.000000 Penalty: 3498.798340
	Iteration 128Q: 3 clusters Score -5430963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -5430959.500000 Penalty: 3498.798340
	Iteration 129Q: 3 clusters Score -5430960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -5430964.000000 Penalty: 3498.798340
	Iteration 130Q: 3 clusters Score -5430964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -5430964.000000 Penalty: 3498.798340
	Iteration 131F: 3 clusters Score -5430964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (65513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Entering Unmasked Estep 
Score: -7583923.000000 Penalty: 1802.125610
	Iteration 0F: 2 clusters Score -7583923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -7540101.500000 Penalty: 3604.251221
	Iteration 0F: 3 clusters Score -7540102 nChanged 31067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -7557638.000000 Penalty: 3604.251221
	Iteration 1F: 3 clusters Score -7557638 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -7558066.500000 Penalty: 3604.251221
	Iteration 2Q: 3 clusters Score -7558066 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -7558688.500000 Penalty: 3604.251221
	Iteration 3Q: 3 clusters Score -7558688 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -7559658.000000 Penalty: 3604.251221
	Iteration 4Q: 3 clusters Score -7559658 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -7561296.500000 Penalty: 3604.251221
	Iteration 5Q: 3 clusters Score -7561296 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -7564157.000000 Penalty: 3604.251221
	Iteration 6F: 3 clusters Score -7564157 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -7568498.000000 Penalty: 3604.251221
	Iteration 7F: 3 clusters Score -7568498 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -7573582.000000 Penalty: 3604.251221
	Iteration 8F: 3 clusters Score -7573582 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -7577871.000000 Penalty: 3604.251221
	Iteration 9F: 3 clusters Score -7577871 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 63178 members 
Entering Unmasked Estep 
Score: -7580350.500000 Penalty: 3604.251221
	Iteration 10Q: 3 clusters Score -7580350 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 64455 members 
Entering Unmasked Estep 
Score: -7581506.000000 Penalty: 3604.251221
	Iteration 11Q: 3 clusters Score -7581506 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -7581958.500000 Penalty: 3604.251221
	Iteration 12Q: 3 clusters Score -7581958 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -7582170.000000 Penalty: 3604.251221
	Iteration 13Q: 3 clusters Score -7582170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -7582256.500000 Penalty: 3604.251221
	Iteration 14Q: 3 clusters Score -7582256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -7582319.500000 Penalty: 3604.251221
	Iteration 15Q: 3 clusters Score -7582320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -7582340.000000 Penalty: 3604.251221
	Iteration 16Q: 3 clusters Score -7582340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 65275 members 
Entering Unmasked Estep 
Score: -7582352.500000 Penalty: 3604.251221
	Iteration 17Q: 3 clusters Score -7582352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -7582360.500000 Penalty: 3604.251221
	Iteration 18Q: 3 clusters Score -7582360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -7582367.000000 Penalty: 3604.251221
	Iteration 19Q: 3 clusters Score -7582367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -7582369.000000 Penalty: 3604.251221
	Iteration 20F: 3 clusters Score -7582369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -7582364.500000 Penalty: 3604.251221
	Iteration 21Q: 3 clusters Score -7582364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -7582364.500000 Penalty: 3604.251221
	Iteration 22F: 3 clusters Score -7582364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10566 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 161373 members 
Mstep: Class 5 contains 99952 members 
Mstep: Class 6 contains 114122 members 
Mstep: Class 7 contains 85548 members 
Mstep: Class 8 contains 123321 members 
Mstep: Class 9 contains 16960 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38729 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9848 members 
Mstep: Class 16 contains 22701 members 
Mstep: Class 17 contains 14226 members 
Mstep: Class 18 contains 1719 members 
Mstep: Class 19 contains 6811 members 
Mstep: Class 21 contains 47360 members 
Mstep: Class 23 contains 65513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102083720.000000 Penalty: 49056.292969
Iteration 79Q: 23 clusters Score -1.020837e+08 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 4481 members 
Mstep: Class 4 contains 161350 members 
Mstep: Class 5 contains 100546 members 
Mstep: Class 6 contains 114497 members 
Mstep: Class 7 contains 84744 members 
Mstep: Class 8 contains 123380 members 
Mstep: Class 9 contains 17097 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38735 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9846 members 
Mstep: Class 16 contains 22678 members 
Mstep: Class 17 contains 14202 members 
Mstep: Class 18 contains 1716 members 
Mstep: Class 19 contains 6862 members 
Mstep: Class 20 contains 79323 members 
Mstep: Class 21 contains 47357 members 
Mstep: Class 23 contains 65228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088624.000000 Penalty: 49056.292969
Iteration 80F: 23 clusters Score -1.020886e+08 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10561 members 
Mstep: Class 3 contains 4481 members 
Mstep: Class 4 contains 161305 members 
Mstep: Class 5 contains 100271 members 
Mstep: Class 6 contains 115838 members 
Mstep: Class 7 contains 84377 members 
Mstep: Class 8 contains 123424 members 
Mstep: Class 9 contains 16722 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38741 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9842 members 
Mstep: Class 16 contains 22658 members 
Mstep: Class 17 contains 14174 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 6894 members 
Mstep: Class 20 contains 83474 members 
Mstep: Class 21 contains 47351 members 
Mstep: Class 23 contains 60785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088976.000000 Penalty: 49056.292969
Iteration 81Q: 23 clusters Score -1.02089e+08 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10561 members 
Mstep: Class 3 contains 4480 members 
Mstep: Class 4 contains 161283 members 
Mstep: Class 5 contains 100115 members 
Mstep: Class 6 contains 115461 members 
Mstep: Class 7 contains 84918 members 
Mstep: Class 8 contains 123445 members 
Mstep: Class 9 contains 16496 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38744 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9848 members 
Mstep: Class 16 contains 22635 members 
Mstep: Class 17 contains 14153 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 6941 members 
Mstep: Class 20 contains 87134 members 
Mstep: Class 21 contains 47348 members 
Mstep: Class 23 contains 57337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088792.000000 Penalty: 49056.292969
Iteration 82Q: 23 clusters Score -1.020888e+08 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 161250 members 
Mstep: Class 5 contains 100044 members 
Mstep: Class 6 contains 114173 members 
Mstep: Class 7 contains 85804 members 
Mstep: Class 8 contains 123474 members 
Mstep: Class 9 contains 16327 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38745 members 
Mstep: Class 12 contains 2422 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9855 members 
Mstep: Class 16 contains 22624 members 
Mstep: Class 17 contains 14137 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 6977 members 
Mstep: Class 20 contains 90526 members 
Mstep: Class 21 contains 47337 members 
Mstep: Class 23 contains 54598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088992.000000 Penalty: 49056.292969
Iteration 83Q: 23 clusters Score -1.02089e+08 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10552 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 161222 members 
Mstep: Class 5 contains 100018 members 
Mstep: Class 6 contains 112312 members 
Mstep: Class 7 contains 87117 members 
Mstep: Class 8 contains 123511 members 
Mstep: Class 9 contains 16206 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38750 members 
Mstep: Class 12 contains 2422 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9855 members 
Mstep: Class 16 contains 22616 members 
Mstep: Class 17 contains 14120 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 19 contains 7040 members 
Mstep: Class 20 contains 93667 members 
Mstep: Class 21 contains 47324 members 
Mstep: Class 23 contains 52117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088776.000000 Penalty: 49056.292969
Iteration 84Q: 23 clusters Score -1.020888e+08 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 161176 members 
Mstep: Class 5 contains 100026 members 
Mstep: Class 6 contains 110163 members 
Mstep: Class 7 contains 88723 members 
Mstep: Class 8 contains 123543 members 
Mstep: Class 9 contains 16114 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38755 members 
Mstep: Class 12 contains 2422 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9868 members 
Mstep: Class 16 contains 22606 members 
Mstep: Class 17 contains 14106 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 96533 members 
Mstep: Class 21 contains 47317 members 
Mstep: Class 23 contains 49853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088400.000000 Penalty: 49056.292969
Iteration 85Q: 23 clusters Score -1.020884e+08 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10552 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 161136 members 
Mstep: Class 5 contains 100012 members 
Mstep: Class 6 contains 107700 members 
Mstep: Class 7 contains 90561 members 
Mstep: Class 8 contains 123596 members 
Mstep: Class 9 contains 16059 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 38763 members 
Mstep: Class 12 contains 2422 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9875 members 
Mstep: Class 16 contains 22594 members 
Mstep: Class 17 contains 14090 members 
Mstep: Class 18 contains 1705 members 
Mstep: Class 19 contains 7120 members 
Mstep: Class 20 contains 99184 members 
Mstep: Class 21 contains 47314 members 
Mstep: Class 23 contains 47881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088072.000000 Penalty: 49056.292969
Iteration 86Q: 23 clusters Score -1.020881e+08 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 161102 members 
Mstep: Class 5 contains 100015 members 
Mstep: Class 6 contains 105155 members 
Mstep: Class 7 contains 92597 members 
Mstep: Class 8 contains 123649 members 
Mstep: Class 9 contains 16055 members 
Mstep: Class 10 contains 545 members 
Mstep: Class 11 contains 38767 members 
Mstep: Class 12 contains 2422 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9884 members 
Mstep: Class 16 contains 22580 members 
Mstep: Class 17 contains 14074 members 
Mstep: Class 18 contains 1703 members 
Mstep: Class 19 contains 7119 members 
Mstep: Class 20 contains 101455 members 
Mstep: Class 21 contains 47308 members 
Mstep: Class 23 contains 46127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087816.000000 Penalty: 49056.292969
Iteration 87Q: 23 clusters Score -1.020878e+08 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 161071 members 
Mstep: Class 5 contains 100010 members 
Mstep: Class 6 contains 102410 members 
Mstep: Class 7 contains 94709 members 
Mstep: Class 8 contains 123715 members 
Mstep: Class 9 contains 16024 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 38765 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9886 members 
Mstep: Class 16 contains 22566 members 
Mstep: Class 17 contains 14060 members 
Mstep: Class 18 contains 1699 members 
Mstep: Class 19 contains 7114 members 
Mstep: Class 20 contains 103682 members 
Mstep: Class 21 contains 47304 members 
Mstep: Class 23 contains 44575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087552.000000 Penalty: 49056.292969
Iteration 88Q: 23 clusters Score -1.020876e+08 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 161037 members 
Mstep: Class 5 contains 100024 members 
Mstep: Class 6 contains 99752 members 
Mstep: Class 7 contains 96776 members 
Mstep: Class 8 contains 123789 members 
Mstep: Class 9 contains 16011 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 38766 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 22552 members 
Mstep: Class 17 contains 14043 members 
Mstep: Class 18 contains 1694 members 
Mstep: Class 19 contains 7105 members 
Mstep: Class 20 contains 105690 members 
Mstep: Class 21 contains 47302 members 
Mstep: Class 23 contains 43158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087744.000000 Penalty: 49056.292969
Iteration 89Q: 23 clusters Score -1.020877e+08 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10545 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 161010 members 
Mstep: Class 5 contains 100044 members 
Mstep: Class 6 contains 97383 members 
Mstep: Class 7 contains 98759 members 
Mstep: Class 8 contains 123850 members 
Mstep: Class 9 contains 15984 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 38767 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 9895 members 
Mstep: Class 16 contains 22541 members 
Mstep: Class 17 contains 14020 members 
Mstep: Class 18 contains 1689 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 107404 members 
Mstep: Class 21 contains 47298 members 
Mstep: Class 23 contains 41859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087576.000000 Penalty: 49056.292969
Iteration 90Q: 23 clusters Score -1.020876e+08 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 160991 members 
Mstep: Class 5 contains 100049 members 
Mstep: Class 6 contains 95599 members 
Mstep: Class 7 contains 100631 members 
Mstep: Class 8 contains 123901 members 
Mstep: Class 9 contains 15973 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 38764 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9895 members 
Mstep: Class 16 contains 22535 members 
Mstep: Class 17 contains 13993 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 7048 members 
Mstep: Class 20 contains 108580 members 
Mstep: Class 21 contains 47298 members 
Mstep: Class 23 contains 40650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087488.000000 Penalty: 49056.292969
Iteration 91Q: 23 clusters Score -1.020875e+08 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 160984 members 
Mstep: Class 5 contains 100088 members 
Mstep: Class 6 contains 94318 members 
Mstep: Class 7 contains 102395 members 
Mstep: Class 8 contains 123938 members 
Mstep: Class 9 contains 15935 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 38764 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9900 members 
Mstep: Class 16 contains 22531 members 
Mstep: Class 17 contains 13960 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 7023 members 
Mstep: Class 20 contains 109232 members 
Mstep: Class 21 contains 47299 members 
Mstep: Class 23 contains 39547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087384.000000 Penalty: 49056.292969
Iteration 92Q: 23 clusters Score -1.020874e+08 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10545 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 160983 members 
Mstep: Class 5 contains 100105 members 
Mstep: Class 6 contains 93505 members 
Mstep: Class 7 contains 104137 members 
Mstep: Class 8 contains 123972 members 
Mstep: Class 9 contains 15931 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38761 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9903 members 
Mstep: Class 16 contains 22525 members 
Mstep: Class 17 contains 13938 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 6993 members 
Mstep: Class 20 contains 109355 members 
Mstep: Class 21 contains 47301 members 
Mstep: Class 23 contains 38509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087576.000000 Penalty: 49056.292969
Iteration 93Q: 23 clusters Score -1.020876e+08 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10546 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 160988 members 
Mstep: Class 5 contains 100140 members 
Mstep: Class 6 contains 93100 members 
Mstep: Class 7 contains 105770 members 
Mstep: Class 8 contains 124001 members 
Mstep: Class 9 contains 15918 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38758 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9900 members 
Mstep: Class 16 contains 22518 members 
Mstep: Class 17 contains 13919 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 6962 members 
Mstep: Class 20 contains 109106 members 
Mstep: Class 21 contains 47300 members 
Mstep: Class 23 contains 37539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087184.000000 Penalty: 49056.292969
Iteration 94Q: 23 clusters Score -1.020872e+08 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10545 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 160985 members 
Mstep: Class 5 contains 100135 members 
Mstep: Class 6 contains 92963 members 
Mstep: Class 7 contains 107304 members 
Mstep: Class 8 contains 124046 members 
Mstep: Class 9 contains 15909 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38759 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9904 members 
Mstep: Class 16 contains 22503 members 
Mstep: Class 17 contains 13898 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 6933 members 
Mstep: Class 20 contains 108665 members 
Mstep: Class 21 contains 47304 members 
Mstep: Class 23 contains 36613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086984.000000 Penalty: 49056.292969
Iteration 95Q: 23 clusters Score -1.02087e+08 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10546 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 160962 members 
Mstep: Class 5 contains 100154 members 
Mstep: Class 6 contains 92969 members 
Mstep: Class 7 contains 108765 members 
Mstep: Class 8 contains 124083 members 
Mstep: Class 9 contains 15923 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38760 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9913 members 
Mstep: Class 16 contains 22493 members 
Mstep: Class 17 contains 13883 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 6902 members 
Mstep: Class 20 contains 108089 members 
Mstep: Class 21 contains 47305 members 
Mstep: Class 23 contains 35717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086800.000000 Penalty: 49056.292969
Iteration 96Q: 23 clusters Score -1.020868e+08 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 160960 members 
Mstep: Class 5 contains 100174 members 
Mstep: Class 6 contains 93100 members 
Mstep: Class 7 contains 110152 members 
Mstep: Class 8 contains 124112 members 
Mstep: Class 9 contains 15942 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38760 members 
Mstep: Class 12 contains 2429 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9917 members 
Mstep: Class 16 contains 22475 members 
Mstep: Class 17 contains 13865 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 6867 members 
Mstep: Class 20 contains 107472 members 
Mstep: Class 21 contains 47307 members 
Mstep: Class 23 contains 34813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086160.000000 Penalty: 49056.292969
Iteration 97Q: 23 clusters Score -1.020862e+08 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 160948 members 
Mstep: Class 5 contains 100173 members 
Mstep: Class 6 contains 93261 members 
Mstep: Class 7 contains 111574 members 
Mstep: Class 8 contains 124151 members 
Mstep: Class 9 contains 15971 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38760 members 
Mstep: Class 12 contains 2431 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9925 members 
Mstep: Class 16 contains 22450 members 
Mstep: Class 17 contains 13854 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 6838 members 
Mstep: Class 20 contains 106764 members 
Mstep: Class 21 contains 47310 members 
Mstep: Class 23 contains 33935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086560.000000 Penalty: 49056.292969
Iteration 98Q: 23 clusters Score -1.020866e+08 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 160938 members 
Mstep: Class 5 contains 100184 members 
Mstep: Class 6 contains 93597 members 
Mstep: Class 7 contains 113008 members 
Mstep: Class 8 contains 124201 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38759 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9932 members 
Mstep: Class 16 contains 22414 members 
Mstep: Class 17 contains 13840 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 6806 members 
Mstep: Class 20 contains 105904 members 
Mstep: Class 21 contains 47314 members 
Mstep: Class 23 contains 33026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102086360.000000 Penalty: 49056.292969
Iteration 99Q: 23 clusters Score -1.020864e+08 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 160897 members 
Mstep: Class 5 contains 100195 members 
Mstep: Class 6 contains 93981 members 
Mstep: Class 7 contains 114435 members 
Mstep: Class 8 contains 124266 members 
Mstep: Class 9 contains 16009 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38762 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9938 members 
Mstep: Class 16 contains 22397 members 
Mstep: Class 17 contains 13826 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 6775 members 
Mstep: Class 20 contains 105037 members 
Mstep: Class 21 contains 47319 members 
Mstep: Class 23 contains 32074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087360.000000 Penalty: 49056.292969
Iteration 100F: 23 clusters Score -1.020874e+08 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 160855 members 
Mstep: Class 5 contains 100219 members 
Mstep: Class 6 contains 91614 members 
Mstep: Class 7 contains 115961 members 
Mstep: Class 8 contains 124348 members 
Mstep: Class 9 contains 16031 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38758 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9937 members 
Mstep: Class 16 contains 22377 members 
Mstep: Class 17 contains 13808 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 6745 members 
Mstep: Class 20 contains 106840 members 
Mstep: Class 21 contains 47322 members 
Mstep: Class 23 contains 31098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087952.000000 Penalty: 49056.292969
Iteration 101Q: 23 clusters Score -1.02088e+08 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 160810 members 
Mstep: Class 5 contains 100240 members 
Mstep: Class 6 contains 89606 members 
Mstep: Class 7 contains 117448 members 
Mstep: Class 8 contains 124434 members 
Mstep: Class 9 contains 16068 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38750 members 
Mstep: Class 12 contains 2434 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9940 members 
Mstep: Class 16 contains 22356 members 
Mstep: Class 17 contains 13794 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 108013 members 
Mstep: Class 21 contains 47325 members 
Mstep: Class 23 contains 30400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087896.000000 Penalty: 49056.292969
Iteration 102Q: 23 clusters Score -1.020879e+08 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 160736 members 
Mstep: Class 5 contains 100229 members 
Mstep: Class 6 contains 87922 members 
Mstep: Class 7 contains 118824 members 
Mstep: Class 8 contains 124546 members 
Mstep: Class 9 contains 16060 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38749 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9946 members 
Mstep: Class 16 contains 22336 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 108927 members 
Mstep: Class 21 contains 47323 members 
Mstep: Class 23 contains 29830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087544.000000 Penalty: 49056.292969
Iteration 103Q: 23 clusters Score -1.020875e+08 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 160683 members 
Mstep: Class 5 contains 100218 members 
Mstep: Class 6 contains 86597 members 
Mstep: Class 7 contains 119901 members 
Mstep: Class 8 contains 124641 members 
Mstep: Class 9 contains 16070 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38747 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 13 contains 489 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9951 members 
Mstep: Class 16 contains 22314 members 
Mstep: Class 17 contains 13753 members 
Mstep: Class 18 contains 1667 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 109621 members 
Mstep: Class 21 contains 47325 members 
Mstep: Class 23 contains 29413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087648.000000 Penalty: 49056.292969
Iteration 104Q: 23 clusters Score -1.020876e+08 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 160624 members 
Mstep: Class 5 contains 100206 members 
Mstep: Class 6 contains 85592 members 
Mstep: Class 7 contains 120666 members 
Mstep: Class 8 contains 124749 members 
Mstep: Class 9 contains 16087 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38737 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 489 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9957 members 
Mstep: Class 16 contains 22295 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 1667 members 
Mstep: Class 19 contains 6658 members 
Mstep: Class 20 contains 110199 members 
Mstep: Class 21 contains 47326 members 
Mstep: Class 23 contains 29091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087808.000000 Penalty: 49056.292969
Iteration 105Q: 23 clusters Score -1.020878e+08 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 160590 members 
Mstep: Class 5 contains 100224 members 
Mstep: Class 6 contains 84813 members 
Mstep: Class 7 contains 121198 members 
Mstep: Class 8 contains 124828 members 
Mstep: Class 9 contains 16099 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38728 members 
Mstep: Class 12 contains 2440 members 
Mstep: Class 13 contains 489 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9954 members 
Mstep: Class 16 contains 22279 members 
Mstep: Class 17 contains 13711 members 
Mstep: Class 18 contains 1666 members 
Mstep: Class 19 contains 6617 members 
Mstep: Class 20 contains 110702 members 
Mstep: Class 21 contains 47326 members 
Mstep: Class 23 contains 28844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087920.000000 Penalty: 49056.292969
Iteration 106Q: 23 clusters Score -1.020879e+08 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 160542 members 
Mstep: Class 5 contains 100241 members 
Mstep: Class 6 contains 84229 members 
Mstep: Class 7 contains 121443 members 
Mstep: Class 8 contains 124913 members 
Mstep: Class 9 contains 16107 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38724 members 
Mstep: Class 12 contains 2441 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9953 members 
Mstep: Class 16 contains 22267 members 
Mstep: Class 17 contains 13694 members 
Mstep: Class 18 contains 1665 members 
Mstep: Class 19 contains 6573 members 
Mstep: Class 20 contains 111260 members 
Mstep: Class 21 contains 47321 members 
Mstep: Class 23 contains 28643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088216.000000 Penalty: 49056.292969
Iteration 107Q: 23 clusters Score -1.020882e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 160509 members 
Mstep: Class 5 contains 100274 members 
Mstep: Class 6 contains 83896 members 
Mstep: Class 7 contains 121485 members 
Mstep: Class 8 contains 124979 members 
Mstep: Class 9 contains 16095 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 38716 members 
Mstep: Class 12 contains 2441 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9955 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 13677 members 
Mstep: Class 18 contains 1664 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 111741 members 
Mstep: Class 21 contains 47317 members 
Mstep: Class 23 contains 28487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088224.000000 Penalty: 49056.292969
Iteration 108Q: 23 clusters Score -1.020882e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 160493 members 
Mstep: Class 5 contains 100291 members 
Mstep: Class 6 contains 83750 members 
Mstep: Class 7 contains 121308 members 
Mstep: Class 8 contains 125032 members 
Mstep: Class 9 contains 16087 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38705 members 
Mstep: Class 12 contains 2444 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9951 members 
Mstep: Class 16 contains 22242 members 
Mstep: Class 17 contains 13662 members 
Mstep: Class 18 contains 1663 members 
Mstep: Class 19 contains 6487 members 
Mstep: Class 20 contains 112249 members 
Mstep: Class 21 contains 47316 members 
Mstep: Class 23 contains 28335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088064.000000 Penalty: 49056.292969
Iteration 109Q: 23 clusters Score -1.020881e+08 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10552 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 160468 members 
Mstep: Class 5 contains 100296 members 
Mstep: Class 6 contains 83814 members 
Mstep: Class 7 contains 120939 members 
Mstep: Class 8 contains 125090 members 
Mstep: Class 9 contains 16071 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38696 members 
Mstep: Class 12 contains 2445 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9949 members 
Mstep: Class 16 contains 22226 members 
Mstep: Class 17 contains 13651 members 
Mstep: Class 18 contains 1662 members 
Mstep: Class 19 contains 6454 members 
Mstep: Class 20 contains 112722 members 
Mstep: Class 21 contains 47317 members 
Mstep: Class 23 contains 28214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088032.000000 Penalty: 49056.292969
Iteration 110Q: 23 clusters Score -1.02088e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10553 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 160449 members 
Mstep: Class 5 contains 100299 members 
Mstep: Class 6 contains 84018 members 
Mstep: Class 7 contains 120355 members 
Mstep: Class 8 contains 125138 members 
Mstep: Class 9 contains 16054 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38688 members 
Mstep: Class 12 contains 2448 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9946 members 
Mstep: Class 16 contains 22215 members 
Mstep: Class 17 contains 13644 members 
Mstep: Class 18 contains 1659 members 
Mstep: Class 19 contains 6419 members 
Mstep: Class 20 contains 113224 members 
Mstep: Class 21 contains 47315 members 
Mstep: Class 23 contains 28142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088496.000000 Penalty: 49056.292969
Iteration 111Q: 23 clusters Score -1.020885e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10555 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 160408 members 
Mstep: Class 5 contains 100314 members 
Mstep: Class 6 contains 84380 members 
Mstep: Class 7 contains 119597 members 
Mstep: Class 8 contains 125191 members 
Mstep: Class 9 contains 16045 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38687 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9943 members 
Mstep: Class 16 contains 22201 members 
Mstep: Class 17 contains 13640 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 113713 members 
Mstep: Class 21 contains 47312 members 
Mstep: Class 23 contains 28090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088480.000000 Penalty: 49056.292969
Iteration 112Q: 23 clusters Score -1.020885e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 4464 members 
Mstep: Class 4 contains 160384 members 
Mstep: Class 5 contains 100328 members 
Mstep: Class 6 contains 84854 members 
Mstep: Class 7 contains 118681 members 
Mstep: Class 8 contains 125221 members 
Mstep: Class 9 contains 16023 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38688 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9939 members 
Mstep: Class 16 contains 22191 members 
Mstep: Class 17 contains 13635 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 6347 members 
Mstep: Class 20 contains 114247 members 
Mstep: Class 21 contains 47311 members 
Mstep: Class 23 contains 28049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088232.000000 Penalty: 49056.292969
Iteration 113Q: 23 clusters Score -1.020882e+08 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 4464 members 
Mstep: Class 4 contains 160378 members 
Mstep: Class 5 contains 100340 members 
Mstep: Class 6 contains 85425 members 
Mstep: Class 7 contains 117693 members 
Mstep: Class 8 contains 125245 members 
Mstep: Class 9 contains 16016 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38688 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9940 members 
Mstep: Class 16 contains 22178 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 6323 members 
Mstep: Class 20 contains 114730 members 
Mstep: Class 21 contains 47308 members 
Mstep: Class 23 contains 28008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088360.000000 Penalty: 49056.292969
Iteration 114Q: 23 clusters Score -1.020884e+08 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 160383 members 
Mstep: Class 5 contains 100341 members 
Mstep: Class 6 contains 86115 members 
Mstep: Class 7 contains 116561 members 
Mstep: Class 8 contains 125254 members 
Mstep: Class 9 contains 16000 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38689 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9945 members 
Mstep: Class 16 contains 22167 members 
Mstep: Class 17 contains 13617 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 6311 members 
Mstep: Class 20 contains 115250 members 
Mstep: Class 21 contains 47303 members 
Mstep: Class 23 contains 27963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088344.000000 Penalty: 49056.292969
Iteration 115Q: 23 clusters Score -1.020883e+08 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 160382 members 
Mstep: Class 5 contains 100351 members 
Mstep: Class 6 contains 86817 members 
Mstep: Class 7 contains 115259 members 
Mstep: Class 8 contains 125258 members 
Mstep: Class 9 contains 15980 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38692 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9942 members 
Mstep: Class 16 contains 22163 members 
Mstep: Class 17 contains 13611 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 6290 members 
Mstep: Class 20 contains 115863 members 
Mstep: Class 21 contains 47303 members 
Mstep: Class 23 contains 27989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088272.000000 Penalty: 49056.292969
Iteration 116Q: 23 clusters Score -1.020883e+08 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10557 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 160374 members 
Mstep: Class 5 contains 100367 members 
Mstep: Class 6 contains 87531 members 
Mstep: Class 7 contains 113870 members 
Mstep: Class 8 contains 125278 members 
Mstep: Class 9 contains 15961 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38692 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 9941 members 
Mstep: Class 16 contains 22156 members 
Mstep: Class 17 contains 13600 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 19 contains 6269 members 
Mstep: Class 20 contains 116516 members 
Mstep: Class 21 contains 47300 members 
Mstep: Class 23 contains 28044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088560.000000 Penalty: 49056.292969
Iteration 117Q: 23 clusters Score -1.020886e+08 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10558 members 
Mstep: Class 3 contains 4464 members 
Mstep: Class 4 contains 160369 members 
Mstep: Class 5 contains 100355 members 
Mstep: Class 6 contains 88240 members 
Mstep: Class 7 contains 112427 members 
Mstep: Class 8 contains 125285 members 
Mstep: Class 9 contains 15957 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38690 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 9941 members 
Mstep: Class 16 contains 22151 members 
Mstep: Class 17 contains 13589 members 
Mstep: Class 18 contains 1657 members 
Mstep: Class 19 contains 6259 members 
Mstep: Class 20 contains 117237 members 
Mstep: Class 21 contains 47305 members 
Mstep: Class 23 contains 28089 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 23 clusters Score -1.020886e+08 nChanged 3023
Entering ConstructFrom: 
Score: -102088600.000000 Penalty: 49056.292969
Entering ConstructFrom: 
Trying to split cluster 1 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -100067.156250 Penalty: 1119.723999
	Iteration 0F: 2 clusters Score -100067.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98697.195312 Penalty: 2239.447998
	Iteration 0F: 3 clusters Score -98697.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98955.625000 Penalty: 2239.447998
	Iteration 1F: 3 clusters Score -98955.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -99056.875000 Penalty: 2239.447998
	Iteration 2F: 3 clusters Score -99056.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -99118.726562 Penalty: 2239.447998
	Iteration 3F: 3 clusters Score -99118.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -99189.742188 Penalty: 2239.447998
	Iteration 4Q: 3 clusters Score -99189.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -99233.226562 Penalty: 2239.447998
	Iteration 5Q: 3 clusters Score -99233.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -99279.484375 Penalty: 2239.447998
	Iteration 6Q: 3 clusters Score -99279.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -99316.132812 Penalty: 2239.447998
	Iteration 7Q: 3 clusters Score -99316.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -99364.031250 Penalty: 2239.447998
	Iteration 8Q: 3 clusters Score -99364.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -99422.390625 Penalty: 2239.447998
	Iteration 9Q: 3 clusters Score -99422.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -99477.234375 Penalty: 2239.447998
	Iteration 10Q: 3 clusters Score -99477.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -99516.570312 Penalty: 2239.447998
	Iteration 11Q: 3 clusters Score -99516.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99541.375000 Penalty: 2239.447998
	Iteration 12Q: 3 clusters Score -99541.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99553.945312 Penalty: 2239.447998
	Iteration 13Q: 3 clusters Score -99553.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99560.023438 Penalty: 2239.447998
	Iteration 14Q: 3 clusters Score -99560.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99567.656250 Penalty: 2239.447998
	Iteration 15Q: 3 clusters Score -99567.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99576.296875 Penalty: 2239.447998
	Iteration 16Q: 3 clusters Score -99576.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -99579.148438 Penalty: 2239.447998
	Iteration 17Q: 3 clusters Score -99579.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99580.507812 Penalty: 2239.447998
	Iteration 18Q: 3 clusters Score -99580.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -99582.929688 Penalty: 2239.447998
	Iteration 19Q: 3 clusters Score -99582.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -99582.929688 Penalty: 2239.447998
	Iteration 20F: 3 clusters Score -99582.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Entering Unmasked Estep 
Score: -1205362.750000 Penalty: 1505.519287
	Iteration 0F: 2 clusters Score -1205363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1197885.000000 Penalty: 3011.038574
	Iteration 0F: 3 clusters Score -1197885 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1200369.375000 Penalty: 3011.038574
	Iteration 1F: 3 clusters Score -1200369 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1200706.125000 Penalty: 3011.038574
	Iteration 2F: 3 clusters Score -1200706 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1200984.500000 Penalty: 3011.038574
	Iteration 3F: 3 clusters Score -1200984 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1201200.625000 Penalty: 3011.038574
	Iteration 4Q: 3 clusters Score -1201201 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1201399.875000 Penalty: 3011.038574
	Iteration 5Q: 3 clusters Score -1201400 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1201618.375000 Penalty: 3011.038574
	Iteration 6Q: 3 clusters Score -1201618 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1201875.625000 Penalty: 3011.038574
	Iteration 7Q: 3 clusters Score -1201876 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1202139.250000 Penalty: 3011.038574
	Iteration 8Q: 3 clusters Score -1202139 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1202401.875000 Penalty: 3011.038574
	Iteration 9Q: 3 clusters Score -1202402 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1202627.125000 Penalty: 3011.038574
	Iteration 10Q: 3 clusters Score -1202627 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1202835.125000 Penalty: 3011.038574
	Iteration 11Q: 3 clusters Score -1202835 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1203025.500000 Penalty: 3011.038574
	Iteration 12Q: 3 clusters Score -1203026 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1203178.875000 Penalty: 3011.038574
	Iteration 13Q: 3 clusters Score -1203179 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1203298.000000 Penalty: 3011.038574
	Iteration 14Q: 3 clusters Score -1203298 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1203391.875000 Penalty: 3011.038574
	Iteration 15Q: 3 clusters Score -1203392 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1203465.000000 Penalty: 3011.038574
	Iteration 16Q: 3 clusters Score -1203465 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1203537.250000 Penalty: 3011.038574
	Iteration 17Q: 3 clusters Score -1203537 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1203603.500000 Penalty: 3011.038574
	Iteration 18Q: 3 clusters Score -1203604 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1203660.625000 Penalty: 3011.038574
	Iteration 19Q: 3 clusters Score -1203661 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1203705.500000 Penalty: 3011.038574
	Iteration 20F: 3 clusters Score -1203706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1203744.750000 Penalty: 3011.038574
	Iteration 21Q: 3 clusters Score -1203745 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1203790.875000 Penalty: 3011.038574
	Iteration 22Q: 3 clusters Score -1203791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1203833.125000 Penalty: 3011.038574
	Iteration 23Q: 3 clusters Score -1203833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1203855.125000 Penalty: 3011.038574
	Iteration 24Q: 3 clusters Score -1203855 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1203886.375000 Penalty: 3011.038574
	Iteration 25Q: 3 clusters Score -1203886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1203912.250000 Penalty: 3011.038574
	Iteration 26Q: 3 clusters Score -1203912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1203931.500000 Penalty: 3011.038574
	Iteration 27Q: 3 clusters Score -1203932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1203946.750000 Penalty: 3011.038574
	Iteration 28Q: 3 clusters Score -1203947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1203957.750000 Penalty: 3011.038574
	Iteration 29Q: 3 clusters Score -1203958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1203962.000000 Penalty: 3011.038574
	Iteration 30Q: 3 clusters Score -1203962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1203969.250000 Penalty: 3011.038574
	Iteration 31Q: 3 clusters Score -1203969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1203973.500000 Penalty: 3011.038574
	Iteration 32Q: 3 clusters Score -1203974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1203979.375000 Penalty: 3011.038574
	Iteration 33Q: 3 clusters Score -1203979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1203983.125000 Penalty: 3011.038574
	Iteration 34Q: 3 clusters Score -1203983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1203985.250000 Penalty: 3011.038574
	Iteration 35Q: 3 clusters Score -1203985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1203984.875000 Penalty: 3011.038574
	Iteration 36Q: 3 clusters Score -1203985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1203984.875000 Penalty: 3011.038574
	Iteration 37F: 3 clusters Score -1203985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Entering Unmasked Estep 
Score: -483044.468750 Penalty: 1365.581299
	Iteration 0F: 2 clusters Score -483044.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -479482.437500 Penalty: 2731.162598
	Iteration 0F: 3 clusters Score -479482.4 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -480529.531250 Penalty: 2731.162598
	Iteration 1F: 3 clusters Score -480529.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -480812.125000 Penalty: 2731.162598
	Iteration 2F: 3 clusters Score -480812.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -481121.937500 Penalty: 2731.162598
	Iteration 3F: 3 clusters Score -481121.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -481506.031250 Penalty: 2731.162598
	Iteration 4F: 3 clusters Score -481506 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -481846.156250 Penalty: 2731.162598
	Iteration 5F: 3 clusters Score -481846.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -482115.062500 Penalty: 2731.162598
	Iteration 6F: 3 clusters Score -482115.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -482246.843750 Penalty: 2731.162598
	Iteration 7Q: 3 clusters Score -482246.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -482319.781250 Penalty: 2731.162598
	Iteration 8Q: 3 clusters Score -482319.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -482366.531250 Penalty: 2731.162598
	Iteration 9Q: 3 clusters Score -482366.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -482408.343750 Penalty: 2731.162598
	Iteration 10Q: 3 clusters Score -482408.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -482458.968750 Penalty: 2731.162598
	Iteration 11Q: 3 clusters Score -482459 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -482509.812500 Penalty: 2731.162598
	Iteration 12Q: 3 clusters Score -482509.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -482566.218750 Penalty: 2731.162598
	Iteration 13Q: 3 clusters Score -482566.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -482632.312500 Penalty: 2731.162598
	Iteration 14Q: 3 clusters Score -482632.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -482710.593750 Penalty: 2731.162598
	Iteration 15Q: 3 clusters Score -482710.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -482809.968750 Penalty: 2731.162598
	Iteration 16Q: 3 clusters Score -482810 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -482876.906250 Penalty: 2731.162598
	Iteration 17Q: 3 clusters Score -482876.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -482915.187500 Penalty: 2731.162598
	Iteration 18Q: 3 clusters Score -482915.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -482935.281250 Penalty: 2731.162598
	Iteration 19Q: 3 clusters Score -482935.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -482951.531250 Penalty: 2731.162598
	Iteration 20F: 3 clusters Score -482951.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -482960.281250 Penalty: 2731.162598
	Iteration 21Q: 3 clusters Score -482960.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -482970.593750 Penalty: 2731.162598
	Iteration 22Q: 3 clusters Score -482970.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -482979.312500 Penalty: 2731.162598
	Iteration 23Q: 3 clusters Score -482979.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -482991.031250 Penalty: 2731.162598
	Iteration 24Q: 3 clusters Score -482991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -482997.968750 Penalty: 2731.162598
	Iteration 25Q: 3 clusters Score -482998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -483002.000000 Penalty: 2731.162598
	Iteration 26Q: 3 clusters Score -483002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -483004.187500 Penalty: 2731.162598
	Iteration 27Q: 3 clusters Score -483004.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -483007.093750 Penalty: 2731.162598
	Iteration 28Q: 3 clusters Score -483007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -483006.656250 Penalty: 2731.162598
	Iteration 29Q: 3 clusters Score -483006.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -483006.968750 Penalty: 2731.162598
	Iteration 30Q: 3 clusters Score -483007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -483007.468750 Penalty: 2731.162598
	Iteration 31Q: 3 clusters Score -483007.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -483007.937500 Penalty: 2731.162598
	Iteration 32Q: 3 clusters Score -483007.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -483007.125000 Penalty: 2731.162598
	Iteration 33Q: 3 clusters Score -483007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -483007.125000 Penalty: 2731.162598
	Iteration 34F: 3 clusters Score -483007.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (160366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160366 members 
Entering Unmasked Estep 
Score: -18179682.000000 Penalty: 1947.597290
	Iteration 0F: 2 clusters Score -1.817968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -18075802.000000 Penalty: 3895.194580
	Iteration 0F: 3 clusters Score -1.80758e+07 nChanged 77386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85761 members 
Mstep: Class 2 contains 74605 members 
Entering Unmasked Estep 
Score: -18121434.000000 Penalty: 3895.194580
	Iteration 1F: 3 clusters Score -1.812143e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88689 members 
Mstep: Class 2 contains 71677 members 
Entering Unmasked Estep 
Score: -18122508.000000 Penalty: 3895.194580
	Iteration 2Q: 3 clusters Score -1.812251e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93019 members 
Mstep: Class 2 contains 67347 members 
Entering Unmasked Estep 
Score: -18124446.000000 Penalty: 3895.194580
	Iteration 3Q: 3 clusters Score -1.812445e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99522 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -18127768.000000 Penalty: 3895.194580
	Iteration 4Q: 3 clusters Score -1.812777e+07 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108753 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -18133552.000000 Penalty: 3895.194580
	Iteration 5F: 3 clusters Score -1.813355e+07 nChanged 12069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120708 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -18143068.000000 Penalty: 3895.194580
	Iteration 6F: 3 clusters Score -1.814307e+07 nChanged 13380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134040 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -18155140.000000 Penalty: 3895.194580
	Iteration 7F: 3 clusters Score -1.815514e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145533 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -18166082.000000 Penalty: 3895.194580
	Iteration 8F: 3 clusters Score -1.816608e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152796 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -18172936.000000 Penalty: 3895.194580
	Iteration 9Q: 3 clusters Score -1.817294e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156714 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -18175834.000000 Penalty: 3895.194580
	Iteration 10Q: 3 clusters Score -1.817583e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158565 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -18177062.000000 Penalty: 3895.194580
	Iteration 11Q: 3 clusters Score -1.817706e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -18177520.000000 Penalty: 3895.194580
	Iteration 12Q: 3 clusters Score -1.817752e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159714 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -18177688.000000 Penalty: 3895.194580
	Iteration 13Q: 3 clusters Score -1.817769e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159870 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -18177822.000000 Penalty: 3895.194580
	Iteration 14Q: 3 clusters Score -1.817782e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159936 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -18177902.000000 Penalty: 3895.194580
	Iteration 15Q: 3 clusters Score -1.81779e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159974 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -18177934.000000 Penalty: 3895.194580
	Iteration 16Q: 3 clusters Score -1.817793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159992 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -18177960.000000 Penalty: 3895.194580
	Iteration 17Q: 3 clusters Score -1.817796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160011 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18177972.000000 Penalty: 3895.194580
	Iteration 18Q: 3 clusters Score -1.817797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160016 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18177976.000000 Penalty: 3895.194580
	Iteration 19Q: 3 clusters Score -1.817798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160023 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -18177964.000000 Penalty: 3895.194580
	Iteration 20F: 3 clusters Score -1.817796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160027 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -18177982.000000 Penalty: 3895.194580
	Iteration 21Q: 3 clusters Score -1.817798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160033 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18177986.000000 Penalty: 3895.194580
	Iteration 22Q: 3 clusters Score -1.817799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160039 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -18178002.000000 Penalty: 3895.194580
	Iteration 23Q: 3 clusters Score -1.8178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160043 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -18177996.000000 Penalty: 3895.194580
	Iteration 24Q: 3 clusters Score -1.8178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160045 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -18178002.000000 Penalty: 3895.194580
	Iteration 25Q: 3 clusters Score -1.8178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160043 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -18178020.000000 Penalty: 3895.194580
	Iteration 26Q: 3 clusters Score -1.817802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160046 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -18178018.000000 Penalty: 3895.194580
	Iteration 27Q: 3 clusters Score -1.817802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160052 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18178026.000000 Penalty: 3895.194580
	Iteration 28Q: 3 clusters Score -1.817803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160052 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -18178026.000000 Penalty: 3895.194580
	Iteration 29F: 3 clusters Score -1.817803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (100346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100346 members 
Entering Unmasked Estep 
Score: -11546426.000000 Penalty: 1871.411621
	Iteration 0F: 2 clusters Score -1.154643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -11482004.000000 Penalty: 3742.823242
	Iteration 0F: 3 clusters Score -1.1482e+07 nChanged 48105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -11509238.000000 Penalty: 3742.823242
	Iteration 1F: 3 clusters Score -1.150924e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -11509887.000000 Penalty: 3742.823242
	Iteration 2Q: 3 clusters Score -1.150989e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -11510748.000000 Penalty: 3742.823242
	Iteration 3Q: 3 clusters Score -1.151075e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -11512105.000000 Penalty: 3742.823242
	Iteration 4Q: 3 clusters Score -1.15121e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -11513898.000000 Penalty: 3742.823242
	Iteration 5Q: 3 clusters Score -1.15139e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -11516331.000000 Penalty: 3742.823242
	Iteration 6F: 3 clusters Score -1.151633e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -11519356.000000 Penalty: 3742.823242
	Iteration 7F: 3 clusters Score -1.151936e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64784 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -11523209.000000 Penalty: 3742.823242
	Iteration 8F: 3 clusters Score -1.152321e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -11527750.000000 Penalty: 3742.823242
	Iteration 9F: 3 clusters Score -1.152775e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76649 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -11532230.000000 Penalty: 3742.823242
	Iteration 10F: 3 clusters Score -1.153223e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -11536080.000000 Penalty: 3742.823242
	Iteration 11F: 3 clusters Score -1.153608e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86526 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -11538876.000000 Penalty: 3742.823242
	Iteration 12Q: 3 clusters Score -1.153888e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -11540926.000000 Penalty: 3742.823242
	Iteration 13Q: 3 clusters Score -1.154093e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -11542419.000000 Penalty: 3742.823242
	Iteration 14Q: 3 clusters Score -1.154242e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95051 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -11543547.000000 Penalty: 3742.823242
	Iteration 15Q: 3 clusters Score -1.154355e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96501 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -11544264.000000 Penalty: 3742.823242
	Iteration 16Q: 3 clusters Score -1.154426e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97487 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -11544720.000000 Penalty: 3742.823242
	Iteration 17Q: 3 clusters Score -1.154472e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98126 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -11544960.000000 Penalty: 3742.823242
	Iteration 18Q: 3 clusters Score -1.154496e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98514 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -11545088.000000 Penalty: 3742.823242
	Iteration 19Q: 3 clusters Score -1.154509e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -11545190.000000 Penalty: 3742.823242
	Iteration 20F: 3 clusters Score -1.154519e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98919 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11545256.000000 Penalty: 3742.823242
	Iteration 21Q: 3 clusters Score -1.154526e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99045 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -11545288.000000 Penalty: 3742.823242
	Iteration 22Q: 3 clusters Score -1.154529e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99139 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -11545312.000000 Penalty: 3742.823242
	Iteration 23Q: 3 clusters Score -1.154531e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11545358.000000 Penalty: 3742.823242
	Iteration 24Q: 3 clusters Score -1.154536e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99272 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11545397.000000 Penalty: 3742.823242
	Iteration 25Q: 3 clusters Score -1.15454e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99319 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -11545450.000000 Penalty: 3742.823242
	Iteration 26Q: 3 clusters Score -1.154545e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -11545509.000000 Penalty: 3742.823242
	Iteration 27Q: 3 clusters Score -1.154551e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11545635.000000 Penalty: 3742.823242
	Iteration 28Q: 3 clusters Score -1.154564e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11545788.000000 Penalty: 3742.823242
	Iteration 29Q: 3 clusters Score -1.154579e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11545959.000000 Penalty: 3742.823242
	Iteration 30Q: 3 clusters Score -1.154596e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99385 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11546103.000000 Penalty: 3742.823242
	Iteration 31Q: 3 clusters Score -1.15461e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99344 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11546158.000000 Penalty: 3742.823242
	Iteration 32Q: 3 clusters Score -1.154616e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -11546189.000000 Penalty: 3742.823242
	Iteration 33Q: 3 clusters Score -1.154619e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99276 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -11546264.000000 Penalty: 3742.823242
	Iteration 34Q: 3 clusters Score -1.154626e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99237 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -11546309.000000 Penalty: 3742.823242
	Iteration 35Q: 3 clusters Score -1.154631e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99208 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -11546331.000000 Penalty: 3742.823242
	Iteration 36Q: 3 clusters Score -1.154633e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11546367.000000 Penalty: 3742.823242
	Iteration 37Q: 3 clusters Score -1.154637e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99159 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -11546378.000000 Penalty: 3742.823242
	Iteration 38Q: 3 clusters Score -1.154638e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99149 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -11546392.000000 Penalty: 3742.823242
	Iteration 39Q: 3 clusters Score -1.154639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99141 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11546388.000000 Penalty: 3742.823242
	Iteration 40F: 3 clusters Score -1.154639e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99129 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11546387.000000 Penalty: 3742.823242
	Iteration 41Q: 3 clusters Score -1.154639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99121 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -11546390.000000 Penalty: 3742.823242
	Iteration 42Q: 3 clusters Score -1.154639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11546391.000000 Penalty: 3742.823242
	Iteration 43Q: 3 clusters Score -1.154639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99104 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -11546387.000000 Penalty: 3742.823242
	Iteration 44Q: 3 clusters Score -1.154639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99096 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -11546402.000000 Penalty: 3742.823242
	Iteration 45Q: 3 clusters Score -1.15464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99089 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -11546414.000000 Penalty: 3742.823242
	Iteration 46Q: 3 clusters Score -1.154641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99085 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -11546415.000000 Penalty: 3742.823242
	Iteration 47Q: 3 clusters Score -1.154642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99081 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -11546427.000000 Penalty: 3742.823242
	Iteration 48Q: 3 clusters Score -1.154643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99076 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -11546420.000000 Penalty: 3742.823242
	Iteration 49Q: 3 clusters Score -1.154642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99070 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -11546417.000000 Penalty: 3742.823242
	Iteration 50Q: 3 clusters Score -1.154642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99066 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -11546413.000000 Penalty: 3742.823242
	Iteration 51Q: 3 clusters Score -1.154641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99063 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -11546408.000000 Penalty: 3742.823242
	Iteration 52Q: 3 clusters Score -1.154641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99061 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -11546405.000000 Penalty: 3742.823242
	Iteration 53Q: 3 clusters Score -1.15464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99060 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -11546408.000000 Penalty: 3742.823242
	Iteration 54Q: 3 clusters Score -1.154641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99059 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -11546413.000000 Penalty: 3742.823242
	Iteration 55Q: 3 clusters Score -1.154641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99057 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -11546411.000000 Penalty: 3742.823242
	Iteration 56Q: 3 clusters Score -1.154641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99057 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -11546414.000000 Penalty: 3742.823242
	Iteration 57Q: 3 clusters Score -1.154641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99058 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -11546409.000000 Penalty: 3742.823242
	Iteration 58Q: 3 clusters Score -1.154641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99059 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -11546407.000000 Penalty: 3742.823242
	Iteration 59Q: 3 clusters Score -1.154641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99061 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -11546415.000000 Penalty: 3742.823242
	Iteration 60F: 3 clusters Score -1.154642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11546414.000000 Penalty: 3742.823242
	Iteration 61Q: 3 clusters Score -1.154641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11546414.000000 Penalty: 3742.823242
	Iteration 62F: 3 clusters Score -1.154641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (89015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Entering Unmasked Estep 
Score: -10344852.000000 Penalty: 1851.941162
	Iteration 0F: 2 clusters Score -1.034485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -10286620.000000 Penalty: 3703.882324
	Iteration 0F: 3 clusters Score -1.028662e+07 nChanged 42369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -10311477.000000 Penalty: 3703.882324
	Iteration 1F: 3 clusters Score -1.031148e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -10312697.000000 Penalty: 3703.882324
	Iteration 2Q: 3 clusters Score -1.03127e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -10314664.000000 Penalty: 3703.882324
	Iteration 3Q: 3 clusters Score -1.031466e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -10318067.000000 Penalty: 3703.882324
	Iteration 4F: 3 clusters Score -1.031807e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -10323844.000000 Penalty: 3703.882324
	Iteration 5F: 3 clusters Score -1.032384e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -10331424.000000 Penalty: 3703.882324
	Iteration 6F: 3 clusters Score -1.033142e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -10337948.000000 Penalty: 3703.882324
	Iteration 7F: 3 clusters Score -1.033795e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86753 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10341400.000000 Penalty: 3703.882324
	Iteration 8Q: 3 clusters Score -1.03414e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88223 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10342710.000000 Penalty: 3703.882324
	Iteration 9Q: 3 clusters Score -1.034271e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88649 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10343077.000000 Penalty: 3703.882324
	Iteration 10Q: 3 clusters Score -1.034308e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10343191.000000 Penalty: 3703.882324
	Iteration 11Q: 3 clusters Score -1.034319e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10343257.000000 Penalty: 3703.882324
	Iteration 12Q: 3 clusters Score -1.034326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88792 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10343267.000000 Penalty: 3703.882324
	Iteration 13Q: 3 clusters Score -1.034327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10343284.000000 Penalty: 3703.882324
	Iteration 14Q: 3 clusters Score -1.034328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88796 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10343281.000000 Penalty: 3703.882324
	Iteration 15Q: 3 clusters Score -1.034328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10343285.000000 Penalty: 3703.882324
	Iteration 16Q: 3 clusters Score -1.034328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88802 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10343293.000000 Penalty: 3703.882324
	Iteration 17Q: 3 clusters Score -1.034329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10343310.000000 Penalty: 3703.882324
	Iteration 18Q: 3 clusters Score -1.034331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10343318.000000 Penalty: 3703.882324
	Iteration 19Q: 3 clusters Score -1.034332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88804 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10343329.000000 Penalty: 3703.882324
	Iteration 20F: 3 clusters Score -1.034333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10343332.000000 Penalty: 3703.882324
	Iteration 21Q: 3 clusters Score -1.034333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10343338.000000 Penalty: 3703.882324
	Iteration 22Q: 3 clusters Score -1.034334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10343338.000000 Penalty: 3703.882324
	Iteration 23F: 3 clusters Score -1.034334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (110949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110949 members 
Entering Unmasked Estep 
Score: -12849890.000000 Penalty: 1887.734253
	Iteration 0F: 2 clusters Score -1.284989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -12779329.000000 Penalty: 3775.468506
	Iteration 0F: 3 clusters Score -1.277933e+07 nChanged 53324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -12810981.000000 Penalty: 3775.468506
	Iteration 1F: 3 clusters Score -1.281098e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -12812217.000000 Penalty: 3775.468506
	Iteration 2Q: 3 clusters Score -1.281222e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -12814450.000000 Penalty: 3775.468506
	Iteration 3Q: 3 clusters Score -1.281445e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -12818710.000000 Penalty: 3775.468506
	Iteration 4F: 3 clusters Score -1.281871e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83868 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -12825070.000000 Penalty: 3775.468506
	Iteration 5F: 3 clusters Score -1.282507e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93712 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -12833114.000000 Penalty: 3775.468506
	Iteration 6F: 3 clusters Score -1.283311e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -12840412.000000 Penalty: 3775.468506
	Iteration 7F: 3 clusters Score -1.284041e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107244 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -12844843.000000 Penalty: 3775.468506
	Iteration 8Q: 3 clusters Score -1.284484e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109559 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -12846966.000000 Penalty: 3775.468506
	Iteration 9Q: 3 clusters Score -1.284697e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110344 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -12847797.000000 Penalty: 3775.468506
	Iteration 10Q: 3 clusters Score -1.28478e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110570 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12848039.000000 Penalty: 3775.468506
	Iteration 11Q: 3 clusters Score -1.284804e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110642 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -12848114.000000 Penalty: 3775.468506
	Iteration 12Q: 3 clusters Score -1.284811e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12848170.000000 Penalty: 3775.468506
	Iteration 13Q: 3 clusters Score -1.284817e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110688 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -12848191.000000 Penalty: 3775.468506
	Iteration 14Q: 3 clusters Score -1.284819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -12848224.000000 Penalty: 3775.468506
	Iteration 15Q: 3 clusters Score -1.284822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12848224.000000 Penalty: 3775.468506
	Iteration 16Q: 3 clusters Score -1.284822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12848230.000000 Penalty: 3775.468506
	Iteration 17Q: 3 clusters Score -1.284823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110685 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12848240.000000 Penalty: 3775.468506
	Iteration 18Q: 3 clusters Score -1.284824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -12848242.000000 Penalty: 3775.468506
	Iteration 19Q: 3 clusters Score -1.284824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110694 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12848250.000000 Penalty: 3775.468506
	Iteration 20F: 3 clusters Score -1.284825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110696 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -12848255.000000 Penalty: 3775.468506
	Iteration 21Q: 3 clusters Score -1.284826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12848254.000000 Penalty: 3775.468506
	Iteration 22Q: 3 clusters Score -1.284825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110700 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12848257.000000 Penalty: 3775.468506
	Iteration 23Q: 3 clusters Score -1.284826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110702 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -12848262.000000 Penalty: 3775.468506
	Iteration 24Q: 3 clusters Score -1.284826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110700 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12848255.000000 Penalty: 3775.468506
	Iteration 25Q: 3 clusters Score -1.284826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -12848257.000000 Penalty: 3775.468506
	Iteration 26Q: 3 clusters Score -1.284826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12848259.000000 Penalty: 3775.468506
	Iteration 27Q: 3 clusters Score -1.284826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12848259.000000 Penalty: 3775.468506
	Iteration 28F: 3 clusters Score -1.284826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (125303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125303 members 
Entering Unmasked Estep 
Score: -14166690.000000 Penalty: 1907.504639
	Iteration 0F: 2 clusters Score -1.416669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -14082797.000000 Penalty: 3815.009277
	Iteration 0F: 3 clusters Score -1.40828e+07 nChanged 60371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -14119410.000000 Penalty: 3815.009277
	Iteration 1F: 3 clusters Score -1.411941e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -14121624.000000 Penalty: 3815.009277
	Iteration 2Q: 3 clusters Score -1.412162e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -14125129.000000 Penalty: 3815.009277
	Iteration 3F: 3 clusters Score -1.412513e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -14130256.000000 Penalty: 3815.009277
	Iteration 4F: 3 clusters Score -1.413026e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -14137154.000000 Penalty: 3815.009277
	Iteration 5F: 3 clusters Score -1.413715e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -14144309.000000 Penalty: 3815.009277
	Iteration 6F: 3 clusters Score -1.414431e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -14149135.000000 Penalty: 3815.009277
	Iteration 7F: 3 clusters Score -1.414914e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -14151501.000000 Penalty: 3815.009277
	Iteration 8Q: 3 clusters Score -1.41515e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 92498 members 
Entering Unmasked Estep 
Score: -14152760.000000 Penalty: 3815.009277
	Iteration 9Q: 3 clusters Score -1.415276e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 95095 members 
Entering Unmasked Estep 
Score: -14153745.000000 Penalty: 3815.009277
	Iteration 10Q: 3 clusters Score -1.415374e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -14154687.000000 Penalty: 3815.009277
	Iteration 11Q: 3 clusters Score -1.415469e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 100293 members 
Entering Unmasked Estep 
Score: -14155662.000000 Penalty: 3815.009277
	Iteration 12Q: 3 clusters Score -1.415566e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 102889 members 
Entering Unmasked Estep 
Score: -14156624.000000 Penalty: 3815.009277
	Iteration 13Q: 3 clusters Score -1.415662e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 105433 members 
Entering Unmasked Estep 
Score: -14157741.000000 Penalty: 3815.009277
	Iteration 14Q: 3 clusters Score -1.415774e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 107820 members 
Entering Unmasked Estep 
Score: -14158692.000000 Penalty: 3815.009277
	Iteration 15Q: 3 clusters Score -1.415869e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 110165 members 
Entering Unmasked Estep 
Score: -14159865.000000 Penalty: 3815.009277
	Iteration 16Q: 3 clusters Score -1.415986e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 112401 members 
Entering Unmasked Estep 
Score: -14161067.000000 Penalty: 3815.009277
	Iteration 17Q: 3 clusters Score -1.416107e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 114323 members 
Entering Unmasked Estep 
Score: -14162165.000000 Penalty: 3815.009277
	Iteration 18Q: 3 clusters Score -1.416216e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 115991 members 
Entering Unmasked Estep 
Score: -14163114.000000 Penalty: 3815.009277
	Iteration 19Q: 3 clusters Score -1.416311e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 117391 members 
Entering Unmasked Estep 
Score: -14163979.000000 Penalty: 3815.009277
	Iteration 20F: 3 clusters Score -1.416398e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 118508 members 
Entering Unmasked Estep 
Score: -14164551.000000 Penalty: 3815.009277
	Iteration 21Q: 3 clusters Score -1.416455e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 119383 members 
Entering Unmasked Estep 
Score: -14165002.000000 Penalty: 3815.009277
	Iteration 22Q: 3 clusters Score -1.4165e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 120127 members 
Entering Unmasked Estep 
Score: -14165294.000000 Penalty: 3815.009277
	Iteration 23Q: 3 clusters Score -1.416529e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 120711 members 
Entering Unmasked Estep 
Score: -14165541.000000 Penalty: 3815.009277
	Iteration 24Q: 3 clusters Score -1.416554e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 121138 members 
Entering Unmasked Estep 
Score: -14165636.000000 Penalty: 3815.009277
	Iteration 25Q: 3 clusters Score -1.416564e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 121496 members 
Entering Unmasked Estep 
Score: -14165713.000000 Penalty: 3815.009277
	Iteration 26Q: 3 clusters Score -1.416571e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 121790 members 
Entering Unmasked Estep 
Score: -14165785.000000 Penalty: 3815.009277
	Iteration 27Q: 3 clusters Score -1.416578e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 122027 members 
Entering Unmasked Estep 
Score: -14165860.000000 Penalty: 3815.009277
	Iteration 28Q: 3 clusters Score -1.416586e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 122212 members 
Entering Unmasked Estep 
Score: -14165857.000000 Penalty: 3815.009277
	Iteration 29Q: 3 clusters Score -1.416586e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 122387 members 
Entering Unmasked Estep 
Score: -14165894.000000 Penalty: 3815.009277
	Iteration 30Q: 3 clusters Score -1.416589e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 122542 members 
Entering Unmasked Estep 
Score: -14165921.000000 Penalty: 3815.009277
	Iteration 31Q: 3 clusters Score -1.416592e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 122682 members 
Entering Unmasked Estep 
Score: -14165943.000000 Penalty: 3815.009277
	Iteration 32Q: 3 clusters Score -1.416594e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 122793 members 
Entering Unmasked Estep 
Score: -14165952.000000 Penalty: 3815.009277
	Iteration 33Q: 3 clusters Score -1.416595e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 122875 members 
Entering Unmasked Estep 
Score: -14165965.000000 Penalty: 3815.009277
	Iteration 34Q: 3 clusters Score -1.416596e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 122949 members 
Entering Unmasked Estep 
Score: -14165963.000000 Penalty: 3815.009277
	Iteration 35Q: 3 clusters Score -1.416596e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 123008 members 
Entering Unmasked Estep 
Score: -14165968.000000 Penalty: 3815.009277
	Iteration 36Q: 3 clusters Score -1.416597e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 123042 members 
Entering Unmasked Estep 
Score: -14165960.000000 Penalty: 3815.009277
	Iteration 37Q: 3 clusters Score -1.416596e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 123082 members 
Entering Unmasked Estep 
Score: -14165953.000000 Penalty: 3815.009277
	Iteration 38Q: 3 clusters Score -1.416595e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 123112 members 
Entering Unmasked Estep 
Score: -14165950.000000 Penalty: 3815.009277
	Iteration 39Q: 3 clusters Score -1.416595e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 123138 members 
Entering Unmasked Estep 
Score: -14165947.000000 Penalty: 3815.009277
	Iteration 40F: 3 clusters Score -1.416595e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 123155 members 
Entering Unmasked Estep 
Score: -14165976.000000 Penalty: 3815.009277
	Iteration 41Q: 3 clusters Score -1.416598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 123172 members 
Entering Unmasked Estep 
Score: -14165973.000000 Penalty: 3815.009277
	Iteration 42Q: 3 clusters Score -1.416597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 123189 members 
Entering Unmasked Estep 
Score: -14165974.000000 Penalty: 3815.009277
	Iteration 43Q: 3 clusters Score -1.416597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 123206 members 
Entering Unmasked Estep 
Score: -14165977.000000 Penalty: 3815.009277
	Iteration 44Q: 3 clusters Score -1.416598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 123215 members 
Entering Unmasked Estep 
Score: -14165979.000000 Penalty: 3815.009277
	Iteration 45Q: 3 clusters Score -1.416598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 123223 members 
Entering Unmasked Estep 
Score: -14165976.000000 Penalty: 3815.009277
	Iteration 46Q: 3 clusters Score -1.416598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 123228 members 
Entering Unmasked Estep 
Score: -14165976.000000 Penalty: 3815.009277
	Iteration 47Q: 3 clusters Score -1.416598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 123233 members 
Entering Unmasked Estep 
Score: -14165980.000000 Penalty: 3815.009277
	Iteration 48Q: 3 clusters Score -1.416598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 123238 members 
Entering Unmasked Estep 
Score: -14165978.000000 Penalty: 3815.009277
	Iteration 49Q: 3 clusters Score -1.416598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 123239 members 
Entering Unmasked Estep 
Score: -14165985.000000 Penalty: 3815.009277
	Iteration 50Q: 3 clusters Score -1.416598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 123240 members 
Entering Unmasked Estep 
Score: -14165977.000000 Penalty: 3815.009277
	Iteration 51Q: 3 clusters Score -1.416598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 123240 members 
Entering Unmasked Estep 
Score: -14165977.000000 Penalty: 3815.009277
	Iteration 52F: 3 clusters Score -1.416598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Entering Unmasked Estep 
Score: -1772617.500000 Penalty: 1572.547241
	Iteration 0F: 2 clusters Score -1772618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1761602.875000 Penalty: 3145.094482
	Iteration 0F: 3 clusters Score -1761603 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1765373.625000 Penalty: 3145.094482
	Iteration 1F: 3 clusters Score -1765374 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1765617.875000 Penalty: 3145.094482
	Iteration 2Q: 3 clusters Score -1765618 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1765806.125000 Penalty: 3145.094482
	Iteration 3Q: 3 clusters Score -1765806 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1765975.000000 Penalty: 3145.094482
	Iteration 4Q: 3 clusters Score -1765975 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1766171.750000 Penalty: 3145.094482
	Iteration 5Q: 3 clusters Score -1766172 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1766406.750000 Penalty: 3145.094482
	Iteration 6Q: 3 clusters Score -1766407 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1766736.000000 Penalty: 3145.094482
	Iteration 7Q: 3 clusters Score -1766736 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1767257.750000 Penalty: 3145.094482
	Iteration 8F: 3 clusters Score -1767258 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1768021.000000 Penalty: 3145.094482
	Iteration 9F: 3 clusters Score -1768021 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1769007.000000 Penalty: 3145.094482
	Iteration 10F: 3 clusters Score -1769007 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1769960.000000 Penalty: 3145.094482
	Iteration 11F: 3 clusters Score -1769960 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1770610.000000 Penalty: 3145.094482
	Iteration 12Q: 3 clusters Score -1770610 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1770944.875000 Penalty: 3145.094482
	Iteration 13Q: 3 clusters Score -1770945 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1771092.000000 Penalty: 3145.094482
	Iteration 14Q: 3 clusters Score -1771092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1771152.125000 Penalty: 3145.094482
	Iteration 15Q: 3 clusters Score -1771152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1771177.750000 Penalty: 3145.094482
	Iteration 16Q: 3 clusters Score -1771178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1771197.125000 Penalty: 3145.094482
	Iteration 17Q: 3 clusters Score -1771197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1771205.250000 Penalty: 3145.094482
	Iteration 18Q: 3 clusters Score -1771205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1771214.500000 Penalty: 3145.094482
	Iteration 19Q: 3 clusters Score -1771214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1771222.500000 Penalty: 3145.094482
	Iteration 20F: 3 clusters Score -1771222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1771225.125000 Penalty: 3145.094482
	Iteration 21Q: 3 clusters Score -1771225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1771225.375000 Penalty: 3145.094482
	Iteration 22Q: 3 clusters Score -1771225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1771229.375000 Penalty: 3145.094482
	Iteration 23Q: 3 clusters Score -1771229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1771236.500000 Penalty: 3145.094482
	Iteration 24Q: 3 clusters Score -1771236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1771242.000000 Penalty: 3145.094482
	Iteration 25Q: 3 clusters Score -1771242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1771243.750000 Penalty: 3145.094482
	Iteration 26Q: 3 clusters Score -1771244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1771243.375000 Penalty: 3145.094482
	Iteration 27Q: 3 clusters Score -1771243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1771244.375000 Penalty: 3145.094482
	Iteration 28Q: 3 clusters Score -1771244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1771244.375000 Penalty: 3145.094482
	Iteration 29F: 3 clusters Score -1771244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -57160.738281 Penalty: 1022.380005
	Iteration 0F: 2 clusters Score -57160.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56057.183594 Penalty: 2044.760010
	Iteration 0F: 3 clusters Score -56057.18 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56214.507812 Penalty: 2044.760010
	Iteration 1F: 3 clusters Score -56214.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -56246.855469 Penalty: 2044.760010
	Iteration 2Q: 3 clusters Score -56246.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -56269.890625 Penalty: 2044.760010
	Iteration 3Q: 3 clusters Score -56269.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56281.507812 Penalty: 2044.760010
	Iteration 4Q: 3 clusters Score -56281.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56285.730469 Penalty: 2044.760010
	Iteration 5Q: 3 clusters Score -56285.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56287.734375 Penalty: 2044.760010
	Iteration 6Q: 3 clusters Score -56287.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56287.734375 Penalty: 2044.760010
	Iteration 7F: 3 clusters Score -56287.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Entering Unmasked Estep 
Score: -4276092.000000 Penalty: 1716.533813
	Iteration 0F: 2 clusters Score -4276092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -4250151.500000 Penalty: 3433.067627
	Iteration 0F: 3 clusters Score -4250152 nChanged 17944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -4260092.000000 Penalty: 3433.067627
	Iteration 1F: 3 clusters Score -4260092 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -4260619.000000 Penalty: 3433.067627
	Iteration 2Q: 3 clusters Score -4260619 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -4261295.000000 Penalty: 3433.067627
	Iteration 3Q: 3 clusters Score -4261295 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -4262146.500000 Penalty: 3433.067627
	Iteration 4F: 3 clusters Score -4262146 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -4263306.000000 Penalty: 3433.067627
	Iteration 5F: 3 clusters Score -4263306 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -4264704.500000 Penalty: 3433.067627
	Iteration 6F: 3 clusters Score -4264704 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -4266324.000000 Penalty: 3433.067627
	Iteration 7F: 3 clusters Score -4266324 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -4267800.000000 Penalty: 3433.067627
	Iteration 8F: 3 clusters Score -4267800 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -4269019.000000 Penalty: 3433.067627
	Iteration 9F: 3 clusters Score -4269019 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -4269897.000000 Penalty: 3433.067627
	Iteration 10Q: 3 clusters Score -4269897 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -4270567.500000 Penalty: 3433.067627
	Iteration 11Q: 3 clusters Score -4270568 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -4271096.500000 Penalty: 3433.067627
	Iteration 12Q: 3 clusters Score -4271096 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -4271621.000000 Penalty: 3433.067627
	Iteration 13Q: 3 clusters Score -4271621 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4272206.000000 Penalty: 3433.067627
	Iteration 14Q: 3 clusters Score -4272206 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4273134.500000 Penalty: 3433.067627
	Iteration 15Q: 3 clusters Score -4273134 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4274128.000000 Penalty: 3433.067627
	Iteration 16Q: 3 clusters Score -4274128 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4274559.000000 Penalty: 3433.067627
	Iteration 17Q: 3 clusters Score -4274559 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4274641.000000 Penalty: 3433.067627
	Iteration 18Q: 3 clusters Score -4274641 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4274678.500000 Penalty: 3433.067627
	Iteration 19Q: 3 clusters Score -4274678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4274682.000000 Penalty: 3433.067627
	Iteration 20F: 3 clusters Score -4274682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4274695.500000 Penalty: 3433.067627
	Iteration 21Q: 3 clusters Score -4274696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4274699.000000 Penalty: 3433.067627
	Iteration 22Q: 3 clusters Score -4274699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4274702.000000 Penalty: 3433.067627
	Iteration 23Q: 3 clusters Score -4274702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4274705.500000 Penalty: 3433.067627
	Iteration 24Q: 3 clusters Score -4274706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4274711.000000 Penalty: 3433.067627
	Iteration 25Q: 3 clusters Score -4274711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4274715.000000 Penalty: 3433.067627
	Iteration 26Q: 3 clusters Score -4274715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4274719.500000 Penalty: 3433.067627
	Iteration 27Q: 3 clusters Score -4274720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4274722.500000 Penalty: 3433.067627
	Iteration 28Q: 3 clusters Score -4274722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4274721.500000 Penalty: 3433.067627
	Iteration 29Q: 3 clusters Score -4274722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4274722.500000 Penalty: 3433.067627
	Iteration 30Q: 3 clusters Score -4274722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4274727.500000 Penalty: 3433.067627
	Iteration 31Q: 3 clusters Score -4274728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4274725.000000 Penalty: 3433.067627
	Iteration 32Q: 3 clusters Score -4274725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4274732.000000 Penalty: 3433.067627
	Iteration 33Q: 3 clusters Score -4274732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4274734.000000 Penalty: 3433.067627
	Iteration 34Q: 3 clusters Score -4274734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4274738.000000 Penalty: 3433.067627
	Iteration 35Q: 3 clusters Score -4274738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4274731.000000 Penalty: 3433.067627
	Iteration 36Q: 3 clusters Score -4274731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4274733.000000 Penalty: 3433.067627
	Iteration 37Q: 3 clusters Score -4274733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4274733.500000 Penalty: 3433.067627
	Iteration 38Q: 3 clusters Score -4274734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4274729.000000 Penalty: 3433.067627
	Iteration 39Q: 3 clusters Score -4274729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4274736.000000 Penalty: 3433.067627
	Iteration 40F: 3 clusters Score -4274736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4274726.000000 Penalty: 3433.067627
	Iteration 41Q: 3 clusters Score -4274726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4274729.500000 Penalty: 3433.067627
	Iteration 42Q: 3 clusters Score -4274730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4274729.500000 Penalty: 3433.067627
	Iteration 43F: 3 clusters Score -4274730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -261249.171875 Penalty: 1268.257202
	Iteration 0F: 2 clusters Score -261249.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -258917.593750 Penalty: 2536.514404
	Iteration 0F: 3 clusters Score -258917.6 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -259520.562500 Penalty: 2536.514404
	Iteration 1F: 3 clusters Score -259520.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -259684.812500 Penalty: 2536.514404
	Iteration 2F: 3 clusters Score -259684.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -259781.343750 Penalty: 2536.514404
	Iteration 3F: 3 clusters Score -259781.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -259844.515625 Penalty: 2536.514404
	Iteration 4Q: 3 clusters Score -259844.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -259880.562500 Penalty: 2536.514404
	Iteration 5Q: 3 clusters Score -259880.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -259921.921875 Penalty: 2536.514404
	Iteration 6Q: 3 clusters Score -259921.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -260021.437500 Penalty: 2536.514404
	Iteration 7Q: 3 clusters Score -260021.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -260142.984375 Penalty: 2536.514404
	Iteration 8Q: 3 clusters Score -260143 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -260298.578125 Penalty: 2536.514404
	Iteration 9F: 3 clusters Score -260298.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -260465.000000 Penalty: 2536.514404
	Iteration 10F: 3 clusters Score -260465 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -260643.906250 Penalty: 2536.514404
	Iteration 11F: 3 clusters Score -260643.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -260777.703125 Penalty: 2536.514404
	Iteration 12Q: 3 clusters Score -260777.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -260856.265625 Penalty: 2536.514404
	Iteration 13Q: 3 clusters Score -260856.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -260890.718750 Penalty: 2536.514404
	Iteration 14Q: 3 clusters Score -260890.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -260903.171875 Penalty: 2536.514404
	Iteration 15Q: 3 clusters Score -260903.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -260909.562500 Penalty: 2536.514404
	Iteration 16Q: 3 clusters Score -260909.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -260914.046875 Penalty: 2536.514404
	Iteration 17Q: 3 clusters Score -260914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -260915.328125 Penalty: 2536.514404
	Iteration 18Q: 3 clusters Score -260915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -260915.609375 Penalty: 2536.514404
	Iteration 19Q: 3 clusters Score -260915.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -260915.609375 Penalty: 2536.514404
	Iteration 20F: 3 clusters Score -260915.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -52717.304688 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -52717.3 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 251 members 
Entering Unmasked Estep 
Score: -51636.773438 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -51636.77 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51789.265625 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -51789.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51837.769531 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -51837.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51873.488281 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -51873.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51883.953125 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -51883.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51888.285156 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -51888.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51896.730469 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -51896.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51908.945312 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -51908.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51913.585938 Penalty: 2013.181763
	Iteration 8Q: 3 clusters Score -51913.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51916.902344 Penalty: 2013.181763
	Iteration 9Q: 3 clusters Score -51916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51920.859375 Penalty: 2013.181763
	Iteration 10Q: 3 clusters Score -51920.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51922.359375 Penalty: 2013.181763
	Iteration 11Q: 3 clusters Score -51922.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51926.003906 Penalty: 2013.181763
	Iteration 12Q: 3 clusters Score -51926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51928.375000 Penalty: 2013.181763
	Iteration 13Q: 3 clusters Score -51928.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51929.640625 Penalty: 2013.181763
	Iteration 14Q: 3 clusters Score -51929.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51931.812500 Penalty: 2013.181763
	Iteration 15Q: 3 clusters Score -51931.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51934.140625 Penalty: 2013.181763
	Iteration 16Q: 3 clusters Score -51934.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51935.945312 Penalty: 2013.181763
	Iteration 17Q: 3 clusters Score -51935.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51935.945312 Penalty: 2013.181763
	Iteration 18F: 3 clusters Score -51935.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Entering Unmasked Estep 
Score: -418581.437500 Penalty: 1334.982422
	Iteration 0F: 2 clusters Score -418581.4 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 1888 members 
Entering Unmasked Estep 
Score: -415507.656250 Penalty: 2669.964844
	Iteration 0F: 3 clusters Score -415507.7 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -416326.125000 Penalty: 2669.964844
	Iteration 1F: 3 clusters Score -416326.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -416473.562500 Penalty: 2669.964844
	Iteration 2F: 3 clusters Score -416473.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -416557.562500 Penalty: 2669.964844
	Iteration 3Q: 3 clusters Score -416557.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -416633.812500 Penalty: 2669.964844
	Iteration 4Q: 3 clusters Score -416633.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -416691.218750 Penalty: 2669.964844
	Iteration 5Q: 3 clusters Score -416691.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -416764.531250 Penalty: 2669.964844
	Iteration 6Q: 3 clusters Score -416764.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -416829.656250 Penalty: 2669.964844
	Iteration 7Q: 3 clusters Score -416829.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -416882.406250 Penalty: 2669.964844
	Iteration 8Q: 3 clusters Score -416882.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -416953.125000 Penalty: 2669.964844
	Iteration 9Q: 3 clusters Score -416953.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -417032.093750 Penalty: 2669.964844
	Iteration 10Q: 3 clusters Score -417032.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -417125.406250 Penalty: 2669.964844
	Iteration 11Q: 3 clusters Score -417125.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -417227.031250 Penalty: 2669.964844
	Iteration 12Q: 3 clusters Score -417227 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -417321.281250 Penalty: 2669.964844
	Iteration 13Q: 3 clusters Score -417321.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -417398.468750 Penalty: 2669.964844
	Iteration 14Q: 3 clusters Score -417398.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -417458.812500 Penalty: 2669.964844
	Iteration 15Q: 3 clusters Score -417458.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -417512.968750 Penalty: 2669.964844
	Iteration 16Q: 3 clusters Score -417513 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -417557.906250 Penalty: 2669.964844
	Iteration 17Q: 3 clusters Score -417557.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -417601.562500 Penalty: 2669.964844
	Iteration 18Q: 3 clusters Score -417601.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -417631.531250 Penalty: 2669.964844
	Iteration 19Q: 3 clusters Score -417631.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -417661.250000 Penalty: 2669.964844
	Iteration 20F: 3 clusters Score -417661.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -417694.718750 Penalty: 2669.964844
	Iteration 21Q: 3 clusters Score -417694.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -417717.031250 Penalty: 2669.964844
	Iteration 22Q: 3 clusters Score -417717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -417733.375000 Penalty: 2669.964844
	Iteration 23Q: 3 clusters Score -417733.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -417746.500000 Penalty: 2669.964844
	Iteration 24Q: 3 clusters Score -417746.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -417751.625000 Penalty: 2669.964844
	Iteration 25Q: 3 clusters Score -417751.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -417755.281250 Penalty: 2669.964844
	Iteration 26Q: 3 clusters Score -417755.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -417756.406250 Penalty: 2669.964844
	Iteration 27Q: 3 clusters Score -417756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -417756.875000 Penalty: 2669.964844
	Iteration 28Q: 3 clusters Score -417756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -417760.906250 Penalty: 2669.964844
	Iteration 29Q: 3 clusters Score -417760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -417761.781250 Penalty: 2669.964844
	Iteration 30Q: 3 clusters Score -417761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -417764.156250 Penalty: 2669.964844
	Iteration 31Q: 3 clusters Score -417764.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -417764.593750 Penalty: 2669.964844
	Iteration 32Q: 3 clusters Score -417764.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -417765.750000 Penalty: 2669.964844
	Iteration 33Q: 3 clusters Score -417765.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -417766.000000 Penalty: 2669.964844
	Iteration 34Q: 3 clusters Score -417766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -417767.375000 Penalty: 2669.964844
	Iteration 35Q: 3 clusters Score -417767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -417767.750000 Penalty: 2669.964844
	Iteration 36Q: 3 clusters Score -417767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -417767.750000 Penalty: 2669.964844
	Iteration 37F: 3 clusters Score -417767.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Entering Unmasked Estep 
Score: -1148839.625000 Penalty: 1495.702271
	Iteration 0F: 2 clusters Score -1148840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1141656.875000 Penalty: 2991.404541
	Iteration 0F: 3 clusters Score -1141657 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1143912.625000 Penalty: 2991.404541
	Iteration 1F: 3 clusters Score -1143913 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1144135.875000 Penalty: 2991.404541
	Iteration 2F: 3 clusters Score -1144136 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1144323.500000 Penalty: 2991.404541
	Iteration 3Q: 3 clusters Score -1144324 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1144522.750000 Penalty: 2991.404541
	Iteration 4Q: 3 clusters Score -1144523 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1144709.625000 Penalty: 2991.404541
	Iteration 5Q: 3 clusters Score -1144710 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1144903.750000 Penalty: 2991.404541
	Iteration 6Q: 3 clusters Score -1144904 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1145125.750000 Penalty: 2991.404541
	Iteration 7Q: 3 clusters Score -1145126 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1145369.500000 Penalty: 2991.404541
	Iteration 8Q: 3 clusters Score -1145370 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1145640.125000 Penalty: 2991.404541
	Iteration 9Q: 3 clusters Score -1145640 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1145928.000000 Penalty: 2991.404541
	Iteration 10Q: 3 clusters Score -1145928 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1146156.625000 Penalty: 2991.404541
	Iteration 11Q: 3 clusters Score -1146157 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1146325.750000 Penalty: 2991.404541
	Iteration 12Q: 3 clusters Score -1146326 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1146426.875000 Penalty: 2991.404541
	Iteration 13Q: 3 clusters Score -1146427 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1146479.250000 Penalty: 2991.404541
	Iteration 14Q: 3 clusters Score -1146479 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1146520.375000 Penalty: 2991.404541
	Iteration 15Q: 3 clusters Score -1146520 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1146549.625000 Penalty: 2991.404541
	Iteration 16Q: 3 clusters Score -1146550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1146565.875000 Penalty: 2991.404541
	Iteration 17Q: 3 clusters Score -1146566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1146575.125000 Penalty: 2991.404541
	Iteration 18Q: 3 clusters Score -1146575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1146582.375000 Penalty: 2991.404541
	Iteration 19Q: 3 clusters Score -1146582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1146590.750000 Penalty: 2991.404541
	Iteration 20F: 3 clusters Score -1146591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1146602.000000 Penalty: 2991.404541
	Iteration 21Q: 3 clusters Score -1146602 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1146618.750000 Penalty: 2991.404541
	Iteration 22Q: 3 clusters Score -1146619 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1146634.625000 Penalty: 2991.404541
	Iteration 23Q: 3 clusters Score -1146635 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1146649.625000 Penalty: 2991.404541
	Iteration 24Q: 3 clusters Score -1146650 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1146670.375000 Penalty: 2991.404541
	Iteration 25Q: 3 clusters Score -1146670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1146688.125000 Penalty: 2991.404541
	Iteration 26Q: 3 clusters Score -1146688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1146713.125000 Penalty: 2991.404541
	Iteration 27Q: 3 clusters Score -1146713 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1146722.500000 Penalty: 2991.404541
	Iteration 28Q: 3 clusters Score -1146722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1146737.875000 Penalty: 2991.404541
	Iteration 29Q: 3 clusters Score -1146738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1146749.375000 Penalty: 2991.404541
	Iteration 30Q: 3 clusters Score -1146749 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1146759.250000 Penalty: 2991.404541
	Iteration 31Q: 3 clusters Score -1146759 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1146771.625000 Penalty: 2991.404541
	Iteration 32Q: 3 clusters Score -1146772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1146778.750000 Penalty: 2991.404541
	Iteration 33Q: 3 clusters Score -1146779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1146790.125000 Penalty: 2991.404541
	Iteration 34Q: 3 clusters Score -1146790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1146801.750000 Penalty: 2991.404541
	Iteration 35Q: 3 clusters Score -1146802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1146817.625000 Penalty: 2991.404541
	Iteration 36Q: 3 clusters Score -1146818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1146833.000000 Penalty: 2991.404541
	Iteration 37Q: 3 clusters Score -1146833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1146840.125000 Penalty: 2991.404541
	Iteration 38Q: 3 clusters Score -1146840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1146852.250000 Penalty: 2991.404541
	Iteration 39Q: 3 clusters Score -1146852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1146864.625000 Penalty: 2991.404541
	Iteration 40F: 3 clusters Score -1146865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1146872.250000 Penalty: 2991.404541
	Iteration 41Q: 3 clusters Score -1146872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1146883.625000 Penalty: 2991.404541
	Iteration 42Q: 3 clusters Score -1146884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1146888.000000 Penalty: 2991.404541
	Iteration 43Q: 3 clusters Score -1146888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1146893.000000 Penalty: 2991.404541
	Iteration 44Q: 3 clusters Score -1146893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1146897.375000 Penalty: 2991.404541
	Iteration 45Q: 3 clusters Score -1146897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1146904.375000 Penalty: 2991.404541
	Iteration 46Q: 3 clusters Score -1146904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1146912.250000 Penalty: 2991.404541
	Iteration 47Q: 3 clusters Score -1146912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1146912.750000 Penalty: 2991.404541
	Iteration 48Q: 3 clusters Score -1146913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1146921.125000 Penalty: 2991.404541
	Iteration 49Q: 3 clusters Score -1146921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1146925.625000 Penalty: 2991.404541
	Iteration 50Q: 3 clusters Score -1146926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1146930.500000 Penalty: 2991.404541
	Iteration 51Q: 3 clusters Score -1146930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1146935.875000 Penalty: 2991.404541
	Iteration 52Q: 3 clusters Score -1146936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1146939.750000 Penalty: 2991.404541
	Iteration 53Q: 3 clusters Score -1146940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1146941.750000 Penalty: 2991.404541
	Iteration 54Q: 3 clusters Score -1146942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1146947.750000 Penalty: 2991.404541
	Iteration 55Q: 3 clusters Score -1146948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1146950.750000 Penalty: 2991.404541
	Iteration 56Q: 3 clusters Score -1146951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1146951.875000 Penalty: 2991.404541
	Iteration 57Q: 3 clusters Score -1146952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1146951.750000 Penalty: 2991.404541
	Iteration 58Q: 3 clusters Score -1146952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1146954.000000 Penalty: 2991.404541
	Iteration 59Q: 3 clusters Score -1146954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1146960.875000 Penalty: 2991.404541
	Iteration 60F: 3 clusters Score -1146961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1146962.625000 Penalty: 2991.404541
	Iteration 61Q: 3 clusters Score -1146963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1146972.500000 Penalty: 2991.404541
	Iteration 62Q: 3 clusters Score -1146972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1146975.250000 Penalty: 2991.404541
	Iteration 63Q: 3 clusters Score -1146975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1146984.875000 Penalty: 2991.404541
	Iteration 64Q: 3 clusters Score -1146985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1146986.500000 Penalty: 2991.404541
	Iteration 65Q: 3 clusters Score -1146986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1146990.750000 Penalty: 2991.404541
	Iteration 66Q: 3 clusters Score -1146991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1146998.750000 Penalty: 2991.404541
	Iteration 67Q: 3 clusters Score -1146999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1147010.250000 Penalty: 2991.404541
	Iteration 68Q: 3 clusters Score -1147010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1147015.000000 Penalty: 2991.404541
	Iteration 69Q: 3 clusters Score -1147015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1147026.000000 Penalty: 2991.404541
	Iteration 70Q: 3 clusters Score -1147026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1147031.125000 Penalty: 2991.404541
	Iteration 71Q: 3 clusters Score -1147031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1147038.625000 Penalty: 2991.404541
	Iteration 72Q: 3 clusters Score -1147039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1147043.000000 Penalty: 2991.404541
	Iteration 73Q: 3 clusters Score -1147043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1147049.250000 Penalty: 2991.404541
	Iteration 74Q: 3 clusters Score -1147049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1147058.000000 Penalty: 2991.404541
	Iteration 75Q: 3 clusters Score -1147058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1147061.875000 Penalty: 2991.404541
	Iteration 76Q: 3 clusters Score -1147062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1147070.625000 Penalty: 2991.404541
	Iteration 77Q: 3 clusters Score -1147071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1147074.250000 Penalty: 2991.404541
	Iteration 78Q: 3 clusters Score -1147074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1147080.250000 Penalty: 2991.404541
	Iteration 79Q: 3 clusters Score -1147080 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1147092.625000 Penalty: 2991.404541
	Iteration 80F: 3 clusters Score -1147093 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1147096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1147108 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1147115.500000 Penalty: 2991.404541
	Iteration 83Q: 3 clusters Score -1147116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1147120.000000 Penalty: 2991.404541
	Iteration 84Q: 3 clusters Score -1147120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1147126.250000 Penalty: 2991.404541
	Iteration 85Q: 3 clusters Score -1147126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1147133.250000 Penalty: 2991.404541
	Iteration 86Q: 3 clusters Score -1147133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1147139.500000 Penalty: 2991.404541
	Iteration 87Q: 3 clusters Score -1147140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1147143.625000 Penalty: 2991.404541
	Iteration 88Q: 3 clusters Score -1147144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1147151.000000 Penalty: 2991.404541
	Iteration 89Q: 3 clusters Score -1147151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1147158.875000 Penalty: 2991.404541
	Iteration 90Q: 3 clusters Score -1147159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1147161.750000 Penalty: 2991.404541
	Iteration 91Q: 3 clusters Score -1147162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1147168.750000 Penalty: 2991.404541
	Iteration 92Q: 3 clusters Score -1147169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1147171.375000 Penalty: 2991.404541
	Iteration 93Q: 3 clusters Score -1147171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1147177.750000 Penalty: 2991.404541
	Iteration 94Q: 3 clusters Score -1147178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1147180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1147184.125000 Penalty: 2991.404541
	Iteration 96Q: 3 clusters Score -1147184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1147189.500000 Penalty: 2991.404541
	Iteration 97Q: 3 clusters Score -1147190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1147196.625000 Penalty: 2991.404541
	Iteration 98Q: 3 clusters Score -1147197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1147200.875000 Penalty: 2991.404541
	Iteration 99Q: 3 clusters Score -1147201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1147206.000000 Penalty: 2991.404541
	Iteration 100F: 3 clusters Score -1147206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1147210.000000 Penalty: 2991.404541
	Iteration 101Q: 3 clusters Score -1147210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1147216.500000 Penalty: 2991.404541
	Iteration 102Q: 3 clusters Score -1147216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1147219.875000 Penalty: 2991.404541
	Iteration 103Q: 3 clusters Score -1147220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1147226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1147235.250000 Penalty: 2991.404541
	Iteration 105Q: 3 clusters Score -1147235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1147239.625000 Penalty: 2991.404541
	Iteration 106Q: 3 clusters Score -1147240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1147249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1147260.250000 Penalty: 2991.404541
	Iteration 108Q: 3 clusters Score -1147260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1147272.000000 Penalty: 2991.404541
	Iteration 109Q: 3 clusters Score -1147272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1147281.375000 Penalty: 2991.404541
	Iteration 110Q: 3 clusters Score -1147281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1147291.000000 Penalty: 2991.404541
	Iteration 111Q: 3 clusters Score -1147291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1147300.625000 Penalty: 2991.404541
	Iteration 112Q: 3 clusters Score -1147301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1147305.375000 Penalty: 2991.404541
	Iteration 113Q: 3 clusters Score -1147305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1147309.875000 Penalty: 2991.404541
	Iteration 114Q: 3 clusters Score -1147310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1147318.875000 Penalty: 2991.404541
	Iteration 115Q: 3 clusters Score -1147319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1147327.250000 Penalty: 2991.404541
	Iteration 116Q: 3 clusters Score -1147327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1147343.500000 Penalty: 2991.404541
	Iteration 117Q: 3 clusters Score -1147344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1147352.875000 Penalty: 2991.404541
	Iteration 118Q: 3 clusters Score -1147353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1147366.250000 Penalty: 2991.404541
	Iteration 119Q: 3 clusters Score -1147366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1147376.625000 Penalty: 2991.404541
	Iteration 120F: 3 clusters Score -1147377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1147382.750000 Penalty: 2991.404541
	Iteration 121Q: 3 clusters Score -1147383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1147390.250000 Penalty: 2991.404541
	Iteration 122Q: 3 clusters Score -1147390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1147400.875000 Penalty: 2991.404541
	Iteration 123Q: 3 clusters Score -1147401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1147408.125000 Penalty: 2991.404541
	Iteration 124Q: 3 clusters Score -1147408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1147415.125000 Penalty: 2991.404541
	Iteration 125Q: 3 clusters Score -1147415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1147419.875000 Penalty: 2991.404541
	Iteration 126Q: 3 clusters Score -1147420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1147421.875000 Penalty: 2991.404541
	Iteration 127Q: 3 clusters Score -1147422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1147425.500000 Penalty: 2991.404541
	Iteration 128Q: 3 clusters Score -1147426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1147437.375000 Penalty: 2991.404541
	Iteration 129Q: 3 clusters Score -1147437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1147442.375000 Penalty: 2991.404541
	Iteration 130Q: 3 clusters Score -1147442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1147447.250000 Penalty: 2991.404541
	Iteration 131Q: 3 clusters Score -1147447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1147452.750000 Penalty: 2991.404541
	Iteration 132Q: 3 clusters Score -1147453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1147458.375000 Penalty: 2991.404541
	Iteration 133Q: 3 clusters Score -1147458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1147460.000000 Penalty: 2991.404541
	Iteration 134Q: 3 clusters Score -1147460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1147465.500000 Penalty: 2991.404541
	Iteration 135Q: 3 clusters Score -1147466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1147463.875000 Penalty: 2991.404541
	Iteration 136Q: 3 clusters Score -1147464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1147465.125000 Penalty: 2991.404541
	Iteration 137Q: 3 clusters Score -1147465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1147468.250000 Penalty: 2991.404541
	Iteration 138Q: 3 clusters Score -1147468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1147468.875000 Penalty: 2991.404541
	Iteration 139Q: 3 clusters Score -1147469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1147468.625000 Penalty: 2991.404541
	Iteration 140F: 3 clusters Score -1147469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1147469.875000 Penalty: 2991.404541
	Iteration 141Q: 3 clusters Score -1147470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1147471.375000 Penalty: 2991.404541
	Iteration 142Q: 3 clusters Score -1147471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1147471.250000 Penalty: 2991.404541
	Iteration 143Q: 3 clusters Score -1147471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1147472.250000 Penalty: 2991.404541
	Iteration 144Q: 3 clusters Score -1147472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1147475.375000 Penalty: 2991.404541
	Iteration 145Q: 3 clusters Score -1147475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1147473.875000 Penalty: 2991.404541
	Iteration 146Q: 3 clusters Score -1147474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1147473.750000 Penalty: 2991.404541
	Iteration 147Q: 3 clusters Score -1147474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1147476.500000 Penalty: 2991.404541
	Iteration 148Q: 3 clusters Score -1147476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1147476.250000 Penalty: 2991.404541
	Iteration 149Q: 3 clusters Score -1147476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1147477.500000 Penalty: 2991.404541
	Iteration 150Q: 3 clusters Score -1147478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1147478.875000 Penalty: 2991.404541
	Iteration 151Q: 3 clusters Score -1147479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1147478.125000 Penalty: 2991.404541
	Iteration 152Q: 3 clusters Score -1147478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1147479.125000 Penalty: 2991.404541
	Iteration 153Q: 3 clusters Score -1147479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1147478.875000 Penalty: 2991.404541
	Iteration 154Q: 3 clusters Score -1147479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1147478.625000 Penalty: 2991.404541
	Iteration 155Q: 3 clusters Score -1147479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1147479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1147479.250000 Penalty: 2991.404541
	Iteration 157F: 3 clusters Score -1147479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22151 members 
Entering Unmasked Estep 
Score: -2551997.250000 Penalty: 1625.916138
	Iteration 0F: 2 clusters Score -2551997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2536892.750000 Penalty: 3251.832275
	Iteration 0F: 3 clusters Score -2536893 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2542520.500000 Penalty: 3251.832275
	Iteration 1F: 3 clusters Score -2542520 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2542948.750000 Penalty: 3251.832275
	Iteration 2F: 3 clusters Score -2542949 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2543374.000000 Penalty: 3251.832275
	Iteration 3Q: 3 clusters Score -2543374 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2543817.500000 Penalty: 3251.832275
	Iteration 4Q: 3 clusters Score -2543818 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2544380.750000 Penalty: 3251.832275
	Iteration 5Q: 3 clusters Score -2544381 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2545022.750000 Penalty: 3251.832275
	Iteration 6F: 3 clusters Score -2545023 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2545730.750000 Penalty: 3251.832275
	Iteration 7F: 3 clusters Score -2545731 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2546444.000000 Penalty: 3251.832275
	Iteration 8F: 3 clusters Score -2546444 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2547120.750000 Penalty: 3251.832275
	Iteration 9Q: 3 clusters Score -2547121 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2547623.750000 Penalty: 3251.832275
	Iteration 10Q: 3 clusters Score -2547624 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2547978.000000 Penalty: 3251.832275
	Iteration 11Q: 3 clusters Score -2547978 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2548193.000000 Penalty: 3251.832275
	Iteration 12Q: 3 clusters Score -2548193 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2548370.500000 Penalty: 3251.832275
	Iteration 13Q: 3 clusters Score -2548370 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2548550.000000 Penalty: 3251.832275
	Iteration 14Q: 3 clusters Score -2548550 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2548724.500000 Penalty: 3251.832275
	Iteration 15Q: 3 clusters Score -2548724 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2548889.250000 Penalty: 3251.832275
	Iteration 16Q: 3 clusters Score -2548889 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2549020.250000 Penalty: 3251.832275
	Iteration 17Q: 3 clusters Score -2549020 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2549145.750000 Penalty: 3251.832275
	Iteration 18Q: 3 clusters Score -2549146 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2549288.750000 Penalty: 3251.832275
	Iteration 19Q: 3 clusters Score -2549289 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2549437.000000 Penalty: 3251.832275
	Iteration 20F: 3 clusters Score -2549437 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2549602.000000 Penalty: 3251.832275
	Iteration 21Q: 3 clusters Score -2549602 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2549729.750000 Penalty: 3251.832275
	Iteration 22Q: 3 clusters Score -2549730 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2549855.750000 Penalty: 3251.832275
	Iteration 23Q: 3 clusters Score -2549856 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2549955.250000 Penalty: 3251.832275
	Iteration 24Q: 3 clusters Score -2549955 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2550026.750000 Penalty: 3251.832275
	Iteration 25Q: 3 clusters Score -2550027 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2550095.000000 Penalty: 3251.832275
	Iteration 26Q: 3 clusters Score -2550095 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2550167.500000 Penalty: 3251.832275
	Iteration 27Q: 3 clusters Score -2550168 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2550211.000000 Penalty: 3251.832275
	Iteration 28Q: 3 clusters Score -2550211 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2550245.000000 Penalty: 3251.832275
	Iteration 29Q: 3 clusters Score -2550245 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2550289.500000 Penalty: 3251.832275
	Iteration 30Q: 3 clusters Score -2550290 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2550311.500000 Penalty: 3251.832275
	Iteration 31Q: 3 clusters Score -2550312 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2550333.250000 Penalty: 3251.832275
	Iteration 32Q: 3 clusters Score -2550333 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2550374.000000 Penalty: 3251.832275
	Iteration 33Q: 3 clusters Score -2550374 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2550394.000000 Penalty: 3251.832275
	Iteration 34Q: 3 clusters Score -2550394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2550415.250000 Penalty: 3251.832275
	Iteration 35Q: 3 clusters Score -2550415 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2550434.250000 Penalty: 3251.832275
	Iteration 36Q: 3 clusters Score -2550434 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2550460.750000 Penalty: 3251.832275
	Iteration 37Q: 3 clusters Score -2550461 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2550477.500000 Penalty: 3251.832275
	Iteration 38Q: 3 clusters Score -2550478 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2550487.750000 Penalty: 3251.832275
	Iteration 39Q: 3 clusters Score -2550488 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2550502.500000 Penalty: 3251.832275
	Iteration 40F: 3 clusters Score -2550502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2550521.500000 Penalty: 3251.832275
	Iteration 41Q: 3 clusters Score -2550522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2550532.250000 Penalty: 3251.832275
	Iteration 42Q: 3 clusters Score -2550532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2550553.500000 Penalty: 3251.832275
	Iteration 43Q: 3 clusters Score -2550554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2550566.250000 Penalty: 3251.832275
	Iteration 44Q: 3 clusters Score -2550566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2550576.500000 Penalty: 3251.832275
	Iteration 45Q: 3 clusters Score -2550576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2550584.500000 Penalty: 3251.832275
	Iteration 46Q: 3 clusters Score -2550584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2550600.250000 Penalty: 3251.832275
	Iteration 47Q: 3 clusters Score -2550600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2550607.750000 Penalty: 3251.832275
	Iteration 48Q: 3 clusters Score -2550608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2550625.750000 Penalty: 3251.832275
	Iteration 49Q: 3 clusters Score -2550626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2550632.000000 Penalty: 3251.832275
	Iteration 50Q: 3 clusters Score -2550632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2550640.000000 Penalty: 3251.832275
	Iteration 51Q: 3 clusters Score -2550640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2550646.750000 Penalty: 3251.832275
	Iteration 52Q: 3 clusters Score -2550647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2550656.750000 Penalty: 3251.832275
	Iteration 53Q: 3 clusters Score -2550657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2550662.000000 Penalty: 3251.832275
	Iteration 54Q: 3 clusters Score -2550662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2550676.500000 Penalty: 3251.832275
	Iteration 55Q: 3 clusters Score -2550676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2550682.000000 Penalty: 3251.832275
	Iteration 56Q: 3 clusters Score -2550682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2550686.250000 Penalty: 3251.832275
	Iteration 57Q: 3 clusters Score -2550686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2550693.000000 Penalty: 3251.832275
	Iteration 58Q: 3 clusters Score -2550693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2550702.250000 Penalty: 3251.832275
	Iteration 59Q: 3 clusters Score -2550702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2550700.000000 Penalty: 3251.832275
	Iteration 60F: 3 clusters Score -2550700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2550709.000000 Penalty: 3251.832275
	Iteration 61Q: 3 clusters Score -2550709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2550717.000000 Penalty: 3251.832275
	Iteration 62Q: 3 clusters Score -2550717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2550715.250000 Penalty: 3251.832275
	Iteration 63Q: 3 clusters Score -2550715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2550719.000000 Penalty: 3251.832275
	Iteration 64Q: 3 clusters Score -2550719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2550723.000000 Penalty: 3251.832275
	Iteration 65Q: 3 clusters Score -2550723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2550726.000000 Penalty: 3251.832275
	Iteration 66Q: 3 clusters Score -2550726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2550724.250000 Penalty: 3251.832275
	Iteration 67Q: 3 clusters Score -2550724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2550726.250000 Penalty: 3251.832275
	Iteration 68Q: 3 clusters Score -2550726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2550728.000000 Penalty: 3251.832275
	Iteration 69Q: 3 clusters Score -2550728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2550731.500000 Penalty: 3251.832275
	Iteration 70Q: 3 clusters Score -2550732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2550733.000000 Penalty: 3251.832275
	Iteration 71Q: 3 clusters Score -2550733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2550734.250000 Penalty: 3251.832275
	Iteration 72Q: 3 clusters Score -2550734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2550734.000000 Penalty: 3251.832275
	Iteration 73Q: 3 clusters Score -2550734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2550736.500000 Penalty: 3251.832275
	Iteration 74Q: 3 clusters Score -2550736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2550739.750000 Penalty: 3251.832275
	Iteration 75Q: 3 clusters Score -2550740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2550737.500000 Penalty: 3251.832275
	Iteration 76Q: 3 clusters Score -2550738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2550741.250000 Penalty: 3251.832275
	Iteration 77Q: 3 clusters Score -2550741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2550743.750000 Penalty: 3251.832275
	Iteration 78Q: 3 clusters Score -2550744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2550748.250000 Penalty: 3251.832275
	Iteration 79Q: 3 clusters Score -2550748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2550752.750000 Penalty: 3251.832275
	Iteration 80F: 3 clusters Score -2550753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2550753.500000 Penalty: 3251.832275
	Iteration 81Q: 3 clusters Score -2550754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2550749.250000 Penalty: 3251.832275
	Iteration 82Q: 3 clusters Score -2550749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2550750.500000 Penalty: 3251.832275
	Iteration 83Q: 3 clusters Score -2550750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2550754.750000 Penalty: 3251.832275
	Iteration 84Q: 3 clusters Score -2550755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2550759.000000 Penalty: 3251.832275
	Iteration 85Q: 3 clusters Score -2550759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2550764.500000 Penalty: 3251.832275
	Iteration 86Q: 3 clusters Score -2550764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2550764.500000 Penalty: 3251.832275
	Iteration 87Q: 3 clusters Score -2550764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2550768.750000 Penalty: 3251.832275
	Iteration 88Q: 3 clusters Score -2550769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2550774.250000 Penalty: 3251.832275
	Iteration 89Q: 3 clusters Score -2550774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2550780.000000 Penalty: 3251.832275
	Iteration 90Q: 3 clusters Score -2550780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2550784.500000 Penalty: 3251.832275
	Iteration 91Q: 3 clusters Score -2550784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2550787.750000 Penalty: 3251.832275
	Iteration 92Q: 3 clusters Score -2550788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2550790.000000 Penalty: 3251.832275
	Iteration 93Q: 3 clusters Score -2550790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2550790.000000 Penalty: 3251.832275
	Iteration 94F: 3 clusters Score -2550790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Entering Unmasked Estep 
Score: -1571279.625000 Penalty: 1546.431274
	Iteration 0F: 2 clusters Score -1571280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1561766.375000 Penalty: 3092.862549
	Iteration 0F: 3 clusters Score -1561766 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1564957.500000 Penalty: 3092.862549
	Iteration 1F: 3 clusters Score -1564958 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1565170.875000 Penalty: 3092.862549
	Iteration 2Q: 3 clusters Score -1565171 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1565330.500000 Penalty: 3092.862549
	Iteration 3Q: 3 clusters Score -1565330 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1565442.500000 Penalty: 3092.862549
	Iteration 4Q: 3 clusters Score -1565442 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1565538.500000 Penalty: 3092.862549
	Iteration 5Q: 3 clusters Score -1565538 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1565650.625000 Penalty: 3092.862549
	Iteration 6Q: 3 clusters Score -1565651 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1565754.500000 Penalty: 3092.862549
	Iteration 7Q: 3 clusters Score -1565754 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1565876.500000 Penalty: 3092.862549
	Iteration 8Q: 3 clusters Score -1565876 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1566011.125000 Penalty: 3092.862549
	Iteration 9Q: 3 clusters Score -1566011 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1566187.625000 Penalty: 3092.862549
	Iteration 10Q: 3 clusters Score -1566188 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1566420.750000 Penalty: 3092.862549
	Iteration 11Q: 3 clusters Score -1566421 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1566732.500000 Penalty: 3092.862549
	Iteration 12Q: 3 clusters Score -1566732 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1567128.125000 Penalty: 3092.862549
	Iteration 13Q: 3 clusters Score -1567128 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1567514.875000 Penalty: 3092.862549
	Iteration 14Q: 3 clusters Score -1567515 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1567885.875000 Penalty: 3092.862549
	Iteration 15Q: 3 clusters Score -1567886 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1568188.750000 Penalty: 3092.862549
	Iteration 16Q: 3 clusters Score -1568189 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1568409.750000 Penalty: 3092.862549
	Iteration 17Q: 3 clusters Score -1568410 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1568608.500000 Penalty: 3092.862549
	Iteration 18Q: 3 clusters Score -1568608 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1568796.625000 Penalty: 3092.862549
	Iteration 19Q: 3 clusters Score -1568797 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1568973.625000 Penalty: 3092.862549
	Iteration 20F: 3 clusters Score -1568974 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1569129.000000 Penalty: 3092.862549
	Iteration 21Q: 3 clusters Score -1569129 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1569262.875000 Penalty: 3092.862549
	Iteration 22Q: 3 clusters Score -1569263 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1569383.750000 Penalty: 3092.862549
	Iteration 23Q: 3 clusters Score -1569384 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1569499.625000 Penalty: 3092.862549
	Iteration 24Q: 3 clusters Score -1569500 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1569595.875000 Penalty: 3092.862549
	Iteration 25Q: 3 clusters Score -1569596 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1569695.125000 Penalty: 3092.862549
	Iteration 26Q: 3 clusters Score -1569695 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1569778.000000 Penalty: 3092.862549
	Iteration 27Q: 3 clusters Score -1569778 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1569844.125000 Penalty: 3092.862549
	Iteration 28Q: 3 clusters Score -1569844 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1569912.750000 Penalty: 3092.862549
	Iteration 29Q: 3 clusters Score -1569913 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1569956.250000 Penalty: 3092.862549
	Iteration 30Q: 3 clusters Score -1569956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1569974.875000 Penalty: 3092.862549
	Iteration 31Q: 3 clusters Score -1569975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1569993.250000 Penalty: 3092.862549
	Iteration 32Q: 3 clusters Score -1569993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1570011.250000 Penalty: 3092.862549
	Iteration 33Q: 3 clusters Score -1570011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1570023.000000 Penalty: 3092.862549
	Iteration 34Q: 3 clusters Score -1570023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1570034.500000 Penalty: 3092.862549
	Iteration 35Q: 3 clusters Score -1570034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1570039.875000 Penalty: 3092.862549
	Iteration 36Q: 3 clusters Score -1570040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1570052.250000 Penalty: 3092.862549
	Iteration 37Q: 3 clusters Score -1570052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1570057.750000 Penalty: 3092.862549
	Iteration 38Q: 3 clusters Score -1570058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1570065.625000 Penalty: 3092.862549
	Iteration 39Q: 3 clusters Score -1570066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1570072.750000 Penalty: 3092.862549
	Iteration 40F: 3 clusters Score -1570073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1570078.250000 Penalty: 3092.862549
	Iteration 41Q: 3 clusters Score -1570078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1570081.500000 Penalty: 3092.862549
	Iteration 42Q: 3 clusters Score -1570082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1570084.875000 Penalty: 3092.862549
	Iteration 43Q: 3 clusters Score -1570085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1570085.500000 Penalty: 3092.862549
	Iteration 44Q: 3 clusters Score -1570086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1570086.625000 Penalty: 3092.862549
	Iteration 45Q: 3 clusters Score -1570087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1570085.750000 Penalty: 3092.862549
	Iteration 46Q: 3 clusters Score -1570086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1570086.250000 Penalty: 3092.862549
	Iteration 47Q: 3 clusters Score -1570086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1570086.250000 Penalty: 3092.862549
	Iteration 48F: 3 clusters Score -1570086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -194369.203125 Penalty: 1204.377930
	Iteration 0F: 2 clusters Score -194369.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -192486.296875 Penalty: 2408.755859
	Iteration 0F: 3 clusters Score -192486.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -192834.093750 Penalty: 2408.755859
	Iteration 1F: 3 clusters Score -192834.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -192912.359375 Penalty: 2408.755859
	Iteration 2F: 3 clusters Score -192912.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -192958.671875 Penalty: 2408.755859
	Iteration 3Q: 3 clusters Score -192958.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -192980.796875 Penalty: 2408.755859
	Iteration 4Q: 3 clusters Score -192980.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -192995.343750 Penalty: 2408.755859
	Iteration 5Q: 3 clusters Score -192995.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -193004.343750 Penalty: 2408.755859
	Iteration 6Q: 3 clusters Score -193004.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -193015.328125 Penalty: 2408.755859
	Iteration 7Q: 3 clusters Score -193015.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -193026.609375 Penalty: 2408.755859
	Iteration 8Q: 3 clusters Score -193026.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -193037.390625 Penalty: 2408.755859
	Iteration 9Q: 3 clusters Score -193037.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -193051.390625 Penalty: 2408.755859
	Iteration 10Q: 3 clusters Score -193051.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -193061.515625 Penalty: 2408.755859
	Iteration 11Q: 3 clusters Score -193061.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -193072.562500 Penalty: 2408.755859
	Iteration 12Q: 3 clusters Score -193072.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -193083.625000 Penalty: 2408.755859
	Iteration 13Q: 3 clusters Score -193083.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -193093.640625 Penalty: 2408.755859
	Iteration 14Q: 3 clusters Score -193093.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -193102.703125 Penalty: 2408.755859
	Iteration 15Q: 3 clusters Score -193102.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -193114.546875 Penalty: 2408.755859
	Iteration 16Q: 3 clusters Score -193114.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -193126.546875 Penalty: 2408.755859
	Iteration 17Q: 3 clusters Score -193126.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -193139.578125 Penalty: 2408.755859
	Iteration 18Q: 3 clusters Score -193139.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -193148.515625 Penalty: 2408.755859
	Iteration 19Q: 3 clusters Score -193148.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -193156.562500 Penalty: 2408.755859
	Iteration 20F: 3 clusters Score -193156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -193161.562500 Penalty: 2408.755859
	Iteration 21Q: 3 clusters Score -193161.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -193166.250000 Penalty: 2408.755859
	Iteration 22Q: 3 clusters Score -193166.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -193169.406250 Penalty: 2408.755859
	Iteration 23Q: 3 clusters Score -193169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -193171.218750 Penalty: 2408.755859
	Iteration 24Q: 3 clusters Score -193171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -193173.109375 Penalty: 2408.755859
	Iteration 25Q: 3 clusters Score -193173.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -193174.359375 Penalty: 2408.755859
	Iteration 26Q: 3 clusters Score -193174.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -193175.703125 Penalty: 2408.755859
	Iteration 27Q: 3 clusters Score -193175.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -193176.062500 Penalty: 2408.755859
	Iteration 28Q: 3 clusters Score -193176.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -193177.093750 Penalty: 2408.755859
	Iteration 29Q: 3 clusters Score -193177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -193177.421875 Penalty: 2408.755859
	Iteration 30Q: 3 clusters Score -193177.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -193178.890625 Penalty: 2408.755859
	Iteration 31Q: 3 clusters Score -193178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -193179.640625 Penalty: 2408.755859
	Iteration 32Q: 3 clusters Score -193179.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -193179.640625 Penalty: 2408.755859
	Iteration 33F: 3 clusters Score -193179.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Entering Unmasked Estep 
Score: -719010.875000 Penalty: 1420.096558
	Iteration 0F: 2 clusters Score -719010.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -714224.125000 Penalty: 2840.193115
	Iteration 0F: 3 clusters Score -714224.1 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -715913.062500 Penalty: 2840.193115
	Iteration 1F: 3 clusters Score -715913.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -716366.937500 Penalty: 2840.193115
	Iteration 2F: 3 clusters Score -716366.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -716792.062500 Penalty: 2840.193115
	Iteration 3F: 3 clusters Score -716792.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -717233.187500 Penalty: 2840.193115
	Iteration 4F: 3 clusters Score -717233.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -717623.500000 Penalty: 2840.193115
	Iteration 5F: 3 clusters Score -717623.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -717924.000000 Penalty: 2840.193115
	Iteration 6F: 3 clusters Score -717924 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -718106.687500 Penalty: 2840.193115
	Iteration 7Q: 3 clusters Score -718106.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -718221.125000 Penalty: 2840.193115
	Iteration 8Q: 3 clusters Score -718221.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -718271.437500 Penalty: 2840.193115
	Iteration 9Q: 3 clusters Score -718271.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -718295.000000 Penalty: 2840.193115
	Iteration 10Q: 3 clusters Score -718295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -718309.437500 Penalty: 2840.193115
	Iteration 11Q: 3 clusters Score -718309.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -718314.562500 Penalty: 2840.193115
	Iteration 12Q: 3 clusters Score -718314.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -718319.125000 Penalty: 2840.193115
	Iteration 13Q: 3 clusters Score -718319.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -718320.437500 Penalty: 2840.193115
	Iteration 14Q: 3 clusters Score -718320.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -718322.187500 Penalty: 2840.193115
	Iteration 15Q: 3 clusters Score -718322.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -718321.750000 Penalty: 2840.193115
	Iteration 16Q: 3 clusters Score -718321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -718324.500000 Penalty: 2840.193115
	Iteration 17Q: 3 clusters Score -718324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -718324.437500 Penalty: 2840.193115
	Iteration 18Q: 3 clusters Score -718324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -718324.875000 Penalty: 2840.193115
	Iteration 19Q: 3 clusters Score -718324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -718324.687500 Penalty: 2840.193115
	Iteration 20F: 3 clusters Score -718324.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -718326.875000 Penalty: 2840.193115
	Iteration 21Q: 3 clusters Score -718326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -718326.937500 Penalty: 2840.193115
	Iteration 22Q: 3 clusters Score -718326.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -718328.750000 Penalty: 2840.193115
	Iteration 23Q: 3 clusters Score -718328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -718329.812500 Penalty: 2840.193115
	Iteration 24Q: 3 clusters Score -718329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -718330.437500 Penalty: 2840.193115
	Iteration 25Q: 3 clusters Score -718330.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -718330.437500 Penalty: 2840.193115
	Iteration 26F: 3 clusters Score -718330.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (117900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117900 members 
Entering Unmasked Estep 
Score: -13726484.000000 Penalty: 1897.608765
	Iteration 0F: 2 clusters Score -1.372648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -13652782.000000 Penalty: 3795.217529
	Iteration 0F: 3 clusters Score -1.365278e+07 nChanged 56641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 65384 members 
Entering Unmasked Estep 
Score: -13686746.000000 Penalty: 3795.217529
	Iteration 1F: 3 clusters Score -1.368675e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -13688410.000000 Penalty: 3795.217529
	Iteration 2Q: 3 clusters Score -1.368841e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -13691556.000000 Penalty: 3795.217529
	Iteration 3F: 3 clusters Score -1.369156e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 83671 members 
Entering Unmasked Estep 
Score: -13697019.000000 Penalty: 3795.217529
	Iteration 4F: 3 clusters Score -1.369702e+07 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 94769 members 
Entering Unmasked Estep 
Score: -13704744.000000 Penalty: 3795.217529
	Iteration 5F: 3 clusters Score -1.370474e+07 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 105626 members 
Entering Unmasked Estep 
Score: -13713476.000000 Penalty: 3795.217529
	Iteration 6F: 3 clusters Score -1.371348e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 112704 members 
Entering Unmasked Estep 
Score: -13719695.000000 Penalty: 3795.217529
	Iteration 7F: 3 clusters Score -1.37197e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 116099 members 
Entering Unmasked Estep 
Score: -13722846.000000 Penalty: 3795.217529
	Iteration 8Q: 3 clusters Score -1.372285e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 117303 members 
Entering Unmasked Estep 
Score: -13724069.000000 Penalty: 3795.217529
	Iteration 9Q: 3 clusters Score -1.372407e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 117633 members 
Entering Unmasked Estep 
Score: -13724474.000000 Penalty: 3795.217529
	Iteration 10Q: 3 clusters Score -1.372447e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 117711 members 
Entering Unmasked Estep 
Score: -13724592.000000 Penalty: 3795.217529
	Iteration 11Q: 3 clusters Score -1.372459e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 117734 members 
Entering Unmasked Estep 
Score: -13724654.000000 Penalty: 3795.217529
	Iteration 12Q: 3 clusters Score -1.372465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 117743 members 
Entering Unmasked Estep 
Score: -13724654.000000 Penalty: 3795.217529
	Iteration 13Q: 3 clusters Score -1.372465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 117749 members 
Entering Unmasked Estep 
Score: -13724671.000000 Penalty: 3795.217529
	Iteration 14Q: 3 clusters Score -1.372467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 117751 members 
Entering Unmasked Estep 
Score: -13724678.000000 Penalty: 3795.217529
	Iteration 15Q: 3 clusters Score -1.372468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 117754 members 
Entering Unmasked Estep 
Score: -13724694.000000 Penalty: 3795.217529
	Iteration 16Q: 3 clusters Score -1.372469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 117757 members 
Entering Unmasked Estep 
Score: -13724707.000000 Penalty: 3795.217529
	Iteration 17Q: 3 clusters Score -1.372471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 117758 members 
Entering Unmasked Estep 
Score: -13724702.000000 Penalty: 3795.217529
	Iteration 18Q: 3 clusters Score -1.37247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 117760 members 
Entering Unmasked Estep 
Score: -13724715.000000 Penalty: 3795.217529
	Iteration 19Q: 3 clusters Score -1.372472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 117762 members 
Entering Unmasked Estep 
Score: -13724722.000000 Penalty: 3795.217529
	Iteration 20F: 3 clusters Score -1.372472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 117765 members 
Entering Unmasked Estep 
Score: -13724731.000000 Penalty: 3795.217529
	Iteration 21Q: 3 clusters Score -1.372473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 117765 members 
Entering Unmasked Estep 
Score: -13724735.000000 Penalty: 3795.217529
	Iteration 22Q: 3 clusters Score -1.372474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 117767 members 
Entering Unmasked Estep 
Score: -13724737.000000 Penalty: 3795.217529
	Iteration 23Q: 3 clusters Score -1.372474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 117766 members 
Entering Unmasked Estep 
Score: -13724735.000000 Penalty: 3795.217529
	Iteration 24Q: 3 clusters Score -1.372474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 117767 members 
Entering Unmasked Estep 
Score: -13724740.000000 Penalty: 3795.217529
	Iteration 25Q: 3 clusters Score -1.372474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 117766 members 
Entering Unmasked Estep 
Score: -13724750.000000 Penalty: 3795.217529
	Iteration 26Q: 3 clusters Score -1.372475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 117766 members 
Entering Unmasked Estep 
Score: -13724744.000000 Penalty: 3795.217529
	Iteration 27Q: 3 clusters Score -1.372474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 117766 members 
Entering Unmasked Estep 
Score: -13724742.000000 Penalty: 3795.217529
	Iteration 28Q: 3 clusters Score -1.372474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 117767 members 
Entering Unmasked Estep 
Score: -13724752.000000 Penalty: 3795.217529
	Iteration 29Q: 3 clusters Score -1.372475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 117767 members 
Entering Unmasked Estep 
Score: -13724752.000000 Penalty: 3795.217529
	Iteration 30F: 3 clusters Score -1.372475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Entering Unmasked Estep 
Score: -5425707.500000 Penalty: 1749.210327
	Iteration 0F: 2 clusters Score -5425708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -5394147.000000 Penalty: 3498.420654
	Iteration 0F: 3 clusters Score -5394147 nChanged 22038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -5406570.500000 Penalty: 3498.420654
	Iteration 1F: 3 clusters Score -5406570 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -5407021.000000 Penalty: 3498.420654
	Iteration 2Q: 3 clusters Score -5407021 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -5407496.500000 Penalty: 3498.420654
	Iteration 3Q: 3 clusters Score -5407496 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -5408076.500000 Penalty: 3498.420654
	Iteration 4Q: 3 clusters Score -5408076 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -5408830.500000 Penalty: 3498.420654
	Iteration 5Q: 3 clusters Score -5408830 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -5409937.000000 Penalty: 3498.420654
	Iteration 6Q: 3 clusters Score -5409937 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -5411515.500000 Penalty: 3498.420654
	Iteration 7F: 3 clusters Score -5411516 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -5413688.500000 Penalty: 3498.420654
	Iteration 8F: 3 clusters Score -5413688 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -5416336.000000 Penalty: 3498.420654
	Iteration 9F: 3 clusters Score -5416336 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -5418654.500000 Penalty: 3498.420654
	Iteration 10F: 3 clusters Score -5418654 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -5420385.500000 Penalty: 3498.420654
	Iteration 11Q: 3 clusters Score -5420386 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -5421621.000000 Penalty: 3498.420654
	Iteration 12Q: 3 clusters Score -5421621 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -5422498.500000 Penalty: 3498.420654
	Iteration 13Q: 3 clusters Score -5422498 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -5423069.500000 Penalty: 3498.420654
	Iteration 14Q: 3 clusters Score -5423070 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -5423510.500000 Penalty: 3498.420654
	Iteration 15Q: 3 clusters Score -5423510 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -5423775.000000 Penalty: 3498.420654
	Iteration 16Q: 3 clusters Score -5423775 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -5423942.000000 Penalty: 3498.420654
	Iteration 17Q: 3 clusters Score -5423942 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -5424067.000000 Penalty: 3498.420654
	Iteration 18Q: 3 clusters Score -5424067 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -5424140.500000 Penalty: 3498.420654
	Iteration 19Q: 3 clusters Score -5424140 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -5424213.500000 Penalty: 3498.420654
	Iteration 20F: 3 clusters Score -5424214 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -5424251.500000 Penalty: 3498.420654
	Iteration 21Q: 3 clusters Score -5424252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -5424299.000000 Penalty: 3498.420654
	Iteration 22Q: 3 clusters Score -5424299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -5424324.500000 Penalty: 3498.420654
	Iteration 23Q: 3 clusters Score -5424324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -5424349.500000 Penalty: 3498.420654
	Iteration 24Q: 3 clusters Score -5424350 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -5424383.000000 Penalty: 3498.420654
	Iteration 25Q: 3 clusters Score -5424383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -5424399.000000 Penalty: 3498.420654
	Iteration 26Q: 3 clusters Score -5424399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -5424399.500000 Penalty: 3498.420654
	Iteration 27Q: 3 clusters Score -5424400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -5424404.000000 Penalty: 3498.420654
	Iteration 28Q: 3 clusters Score -5424404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -5424405.500000 Penalty: 3498.420654
	Iteration 29Q: 3 clusters Score -5424406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -5424405.500000 Penalty: 3498.420654
	Iteration 30Q: 3 clusters Score -5424406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -5424415.000000 Penalty: 3498.420654
	Iteration 31Q: 3 clusters Score -5424415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -5424413.500000 Penalty: 3498.420654
	Iteration 32Q: 3 clusters Score -5424414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -5424413.500000 Penalty: 3498.420654
	Iteration 33Q: 3 clusters Score -5424414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -5424418.500000 Penalty: 3498.420654
	Iteration 34Q: 3 clusters Score -5424418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -5424423.500000 Penalty: 3498.420654
	Iteration 35Q: 3 clusters Score -5424424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -5424422.500000 Penalty: 3498.420654
	Iteration 36Q: 3 clusters Score -5424422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -5424431.000000 Penalty: 3498.420654
	Iteration 37Q: 3 clusters Score -5424431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -5424433.500000 Penalty: 3498.420654
	Iteration 38Q: 3 clusters Score -5424434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -5424426.500000 Penalty: 3498.420654
	Iteration 39Q: 3 clusters Score -5424426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -5424427.500000 Penalty: 3498.420654
	Iteration 40F: 3 clusters Score -5424428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -5424426.500000 Penalty: 3498.420654
	Iteration 41Q: 3 clusters Score -5424426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -5424433.000000 Penalty: 3498.420654
	Iteration 42Q: 3 clusters Score -5424433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -5424431.000000 Penalty: 3498.420654
	Iteration 43Q: 3 clusters Score -5424431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -5424432.500000 Penalty: 3498.420654
	Iteration 44Q: 3 clusters Score -5424432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -5424438.500000 Penalty: 3498.420654
	Iteration 45Q: 3 clusters Score -5424438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -5424437.500000 Penalty: 3498.420654
	Iteration 46Q: 3 clusters Score -5424438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -5424438.500000 Penalty: 3498.420654
	Iteration 47Q: 3 clusters Score -5424438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -5424444.000000 Penalty: 3498.420654
	Iteration 48Q: 3 clusters Score -5424444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -5424442.500000 Penalty: 3498.420654
	Iteration 49Q: 3 clusters Score -5424442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -5424436.000000 Penalty: 3498.420654
	Iteration 50Q: 3 clusters Score -5424436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -5424436.000000 Penalty: 3498.420654
	Iteration 51F: 3 clusters Score -5424436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Entering Unmasked Estep 
Score: -3267156.500000 Penalty: 1664.919434
	Iteration 0F: 2 clusters Score -3267156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3248235.500000 Penalty: 3329.838867
	Iteration 0F: 3 clusters Score -3248236 nChanged 12933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -3255503.000000 Penalty: 3329.838867
	Iteration 1F: 3 clusters Score -3255503 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3256051.500000 Penalty: 3329.838867
	Iteration 2Q: 3 clusters Score -3256052 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3256860.250000 Penalty: 3329.838867
	Iteration 3F: 3 clusters Score -3256860 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -3258141.500000 Penalty: 3329.838867
	Iteration 4F: 3 clusters Score -3258142 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3260008.500000 Penalty: 3329.838867
	Iteration 5F: 3 clusters Score -3260008 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3262188.000000 Penalty: 3329.838867
	Iteration 6F: 3 clusters Score -3262188 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3264021.750000 Penalty: 3329.838867
	Iteration 7F: 3 clusters Score -3264022 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -3265058.750000 Penalty: 3329.838867
	Iteration 8Q: 3 clusters Score -3265059 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3265480.000000 Penalty: 3329.838867
	Iteration 9Q: 3 clusters Score -3265480 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3265583.000000 Penalty: 3329.838867
	Iteration 10Q: 3 clusters Score -3265583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3265640.250000 Penalty: 3329.838867
	Iteration 11Q: 3 clusters Score -3265640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -3265660.250000 Penalty: 3329.838867
	Iteration 12Q: 3 clusters Score -3265660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -3265673.750000 Penalty: 3329.838867
	Iteration 13Q: 3 clusters Score -3265674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -3265682.750000 Penalty: 3329.838867
	Iteration 14Q: 3 clusters Score -3265683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -3265683.750000 Penalty: 3329.838867
	Iteration 15Q: 3 clusters Score -3265684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -3265686.000000 Penalty: 3329.838867
	Iteration 16Q: 3 clusters Score -3265686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -3265686.000000 Penalty: 3329.838867
	Iteration 17F: 3 clusters Score -3265686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10559 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 160366 members 
Mstep: Class 5 contains 100346 members 
Mstep: Class 6 contains 89015 members 
Mstep: Class 7 contains 110949 members 
Mstep: Class 8 contains 125303 members 
Mstep: Class 9 contains 15950 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38688 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 9940 members 
Mstep: Class 16 contains 22151 members 
Mstep: Class 17 contains 13582 members 
Mstep: Class 18 contains 1655 members 
Mstep: Class 19 contains 6242 members 
Mstep: Class 20 contains 117900 members 
Mstep: Class 21 contains 47305 members 
Mstep: Class 23 contains 28160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088760.000000 Penalty: 49056.292969
Iteration 119Q: 23 clusters Score -1.020888e+08 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10559 members 
Mstep: Class 3 contains 4464 members 
Mstep: Class 4 contains 160382 members 
Mstep: Class 5 contains 100321 members 
Mstep: Class 6 contains 89879 members 
Mstep: Class 7 contains 109491 members 
Mstep: Class 8 contains 125316 members 
Mstep: Class 9 contains 15912 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38684 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 9932 members 
Mstep: Class 16 contains 22148 members 
Mstep: Class 17 contains 13577 members 
Mstep: Class 18 contains 1650 members 
Mstep: Class 19 contains 6216 members 
Mstep: Class 20 contains 118479 members 
Mstep: Class 21 contains 47304 members 
Mstep: Class 23 contains 28260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088576.000000 Penalty: 49056.292969
Iteration 120F: 23 clusters Score -1.020886e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10560 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 160381 members 
Mstep: Class 5 contains 100314 members 
Mstep: Class 6 contains 90780 members 
Mstep: Class 7 contains 108012 members 
Mstep: Class 8 contains 125327 members 
Mstep: Class 9 contains 15890 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38687 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 9929 members 
Mstep: Class 16 contains 22148 members 
Mstep: Class 17 contains 13571 members 
Mstep: Class 18 contains 1642 members 
Mstep: Class 19 contains 6184 members 
Mstep: Class 20 contains 119008 members 
Mstep: Class 21 contains 47305 members 
Mstep: Class 23 contains 28373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087944.000000 Penalty: 49056.292969
Iteration 121Q: 23 clusters Score -1.020879e+08 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10559 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 160377 members 
Mstep: Class 5 contains 100339 members 
Mstep: Class 6 contains 91686 members 
Mstep: Class 7 contains 106578 members 
Mstep: Class 8 contains 125350 members 
Mstep: Class 9 contains 15872 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38688 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 9926 members 
Mstep: Class 16 contains 22140 members 
Mstep: Class 17 contains 13565 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 19 contains 6144 members 
Mstep: Class 20 contains 119441 members 
Mstep: Class 21 contains 47301 members 
Mstep: Class 23 contains 28514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087712.000000 Penalty: 49056.292969
Iteration 122Q: 23 clusters Score -1.020877e+08 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10558 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 160371 members 
Mstep: Class 5 contains 100361 members 
Mstep: Class 6 contains 92640 members 
Mstep: Class 7 contains 105082 members 
Mstep: Class 8 contains 125380 members 
Mstep: Class 9 contains 15852 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38689 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 9926 members 
Mstep: Class 16 contains 22131 members 
Mstep: Class 17 contains 13558 members 
Mstep: Class 18 contains 1624 members 
Mstep: Class 19 contains 6106 members 
Mstep: Class 20 contains 119865 members 
Mstep: Class 21 contains 47297 members 
Mstep: Class 23 contains 28671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087760.000000 Penalty: 49056.292969
Iteration 123Q: 23 clusters Score -1.020878e+08 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10557 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 160371 members 
Mstep: Class 5 contains 100384 members 
Mstep: Class 6 contains 93564 members 
Mstep: Class 7 contains 103651 members 
Mstep: Class 8 contains 125406 members 
Mstep: Class 9 contains 15850 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38687 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 9922 members 
Mstep: Class 16 contains 22129 members 
Mstep: Class 17 contains 13549 members 
Mstep: Class 18 contains 1615 members 
Mstep: Class 19 contains 6077 members 
Mstep: Class 20 contains 120243 members 
Mstep: Class 21 contains 47296 members 
Mstep: Class 23 contains 28811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088056.000000 Penalty: 49056.292969
Iteration 124Q: 23 clusters Score -1.020881e+08 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10557 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 160356 members 
Mstep: Class 5 contains 100389 members 
Mstep: Class 6 contains 94495 members 
Mstep: Class 7 contains 102108 members 
Mstep: Class 8 contains 125429 members 
Mstep: Class 9 contains 15844 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38681 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 9923 members 
Mstep: Class 16 contains 22126 members 
Mstep: Class 17 contains 13546 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 6055 members 
Mstep: Class 20 contains 120763 members 
Mstep: Class 21 contains 47297 members 
Mstep: Class 23 contains 28931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088312.000000 Penalty: 49056.292969
Iteration 125Q: 23 clusters Score -1.020883e+08 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10559 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 160349 members 
Mstep: Class 5 contains 100384 members 
Mstep: Class 6 contains 95381 members 
Mstep: Class 7 contains 100481 members 
Mstep: Class 8 contains 125450 members 
Mstep: Class 9 contains 15843 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38678 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 9923 members 
Mstep: Class 16 contains 22118 members 
Mstep: Class 17 contains 13541 members 
Mstep: Class 18 contains 1612 members 
Mstep: Class 19 contains 6049 members 
Mstep: Class 20 contains 121386 members 
Mstep: Class 21 contains 47297 members 
Mstep: Class 23 contains 29064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088096.000000 Penalty: 49056.292969
Iteration 126Q: 23 clusters Score -1.020881e+08 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10559 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 160329 members 
Mstep: Class 5 contains 100393 members 
Mstep: Class 6 contains 96282 members 
Mstep: Class 7 contains 98796 members 
Mstep: Class 8 contains 125484 members 
Mstep: Class 9 contains 15827 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38678 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 9918 members 
Mstep: Class 16 contains 22107 members 
Mstep: Class 17 contains 13538 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 6034 members 
Mstep: Class 20 contains 122059 members 
Mstep: Class 21 contains 47297 members 
Mstep: Class 23 contains 29201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088280.000000 Penalty: 49056.292969
Iteration 127Q: 23 clusters Score -1.020883e+08 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10560 members 
Mstep: Class 3 contains 4459 members 
Mstep: Class 4 contains 160315 members 
Mstep: Class 5 contains 100390 members 
Mstep: Class 6 contains 97087 members 
Mstep: Class 7 contains 97249 members 
Mstep: Class 8 contains 125529 members 
Mstep: Class 9 contains 15822 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38674 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 9918 members 
Mstep: Class 16 contains 22094 members 
Mstep: Class 17 contains 13529 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 6015 members 
Mstep: Class 20 contains 122649 members 
Mstep: Class 21 contains 47289 members 
Mstep: Class 23 contains 29384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088424.000000 Penalty: 49056.292969
Iteration 128Q: 23 clusters Score -1.020884e+08 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10559 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 160284 members 
Mstep: Class 5 contains 100410 members 
Mstep: Class 6 contains 97894 members 
Mstep: Class 7 contains 95760 members 
Mstep: Class 8 contains 125575 members 
Mstep: Class 9 contains 15806 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38669 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 9916 members 
Mstep: Class 16 contains 22082 members 
Mstep: Class 17 contains 13525 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 6000 members 
Mstep: Class 20 contains 123146 members 
Mstep: Class 21 contains 47285 members 
Mstep: Class 23 contains 29592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088456.000000 Penalty: 49056.292969
Iteration 129Q: 23 clusters Score -1.020885e+08 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10560 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 160268 members 
Mstep: Class 5 contains 100422 members 
Mstep: Class 6 contains 98658 members 
Mstep: Class 7 contains 94404 members 
Mstep: Class 8 contains 125613 members 
Mstep: Class 9 contains 15797 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38666 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 9917 members 
Mstep: Class 16 contains 22074 members 
Mstep: Class 17 contains 13517 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 123562 members 
Mstep: Class 21 contains 47282 members 
Mstep: Class 23 contains 29792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088224.000000 Penalty: 49056.292969
Iteration 130Q: 23 clusters Score -1.020882e+08 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10561 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 160271 members 
Mstep: Class 5 contains 100437 members 
Mstep: Class 6 contains 99435 members 
Mstep: Class 7 contains 93086 members 
Mstep: Class 8 contains 125628 members 
Mstep: Class 9 contains 15787 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38664 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 9913 members 
Mstep: Class 16 contains 22069 members 
Mstep: Class 17 contains 13510 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 5962 members 
Mstep: Class 20 contains 123927 members 
Mstep: Class 21 contains 47276 members 
Mstep: Class 23 contains 29988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088152.000000 Penalty: 49056.292969
Iteration 131Q: 23 clusters Score -1.020882e+08 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10561 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 160266 members 
Mstep: Class 5 contains 100454 members 
Mstep: Class 6 contains 100127 members 
Mstep: Class 7 contains 91808 members 
Mstep: Class 8 contains 125653 members 
Mstep: Class 9 contains 15767 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9907 members 
Mstep: Class 16 contains 22061 members 
Mstep: Class 17 contains 13509 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 5957 members 
Mstep: Class 20 contains 124329 members 
Mstep: Class 21 contains 47273 members 
Mstep: Class 23 contains 30181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088248.000000 Penalty: 49056.292969
Iteration 132Q: 23 clusters Score -1.020882e+08 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10561 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 160263 members 
Mstep: Class 5 contains 100476 members 
Mstep: Class 6 contains 100699 members 
Mstep: Class 7 contains 90650 members 
Mstep: Class 8 contains 125662 members 
Mstep: Class 9 contains 15759 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38661 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9905 members 
Mstep: Class 16 contains 22057 members 
Mstep: Class 17 contains 13509 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 5960 members 
Mstep: Class 20 contains 124713 members 
Mstep: Class 21 contains 47272 members 
Mstep: Class 23 contains 30369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088352.000000 Penalty: 49056.292969
Iteration 133Q: 23 clusters Score -1.020884e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10562 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 160249 members 
Mstep: Class 5 contains 100500 members 
Mstep: Class 6 contains 101228 members 
Mstep: Class 7 contains 89562 members 
Mstep: Class 8 contains 125675 members 
Mstep: Class 9 contains 15752 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9903 members 
Mstep: Class 16 contains 22054 members 
Mstep: Class 17 contains 13506 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 125073 members 
Mstep: Class 21 contains 47272 members 
Mstep: Class 23 contains 30553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088424.000000 Penalty: 49056.292969
Iteration 134Q: 23 clusters Score -1.020884e+08 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10561 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 160236 members 
Mstep: Class 5 contains 100521 members 
Mstep: Class 6 contains 101730 members 
Mstep: Class 7 contains 88579 members 
Mstep: Class 8 contains 125688 members 
Mstep: Class 9 contains 15759 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38667 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9903 members 
Mstep: Class 16 contains 22049 members 
Mstep: Class 17 contains 13502 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 5969 members 
Mstep: Class 20 contains 125351 members 
Mstep: Class 21 contains 47269 members 
Mstep: Class 23 contains 30730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088424.000000 Penalty: 49056.292969
Iteration 135Q: 23 clusters Score -1.020884e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10560 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 160233 members 
Mstep: Class 5 contains 100541 members 
Mstep: Class 6 contains 102177 members 
Mstep: Class 7 contains 87691 members 
Mstep: Class 8 contains 125688 members 
Mstep: Class 9 contains 15756 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 38671 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9904 members 
Mstep: Class 16 contains 22051 members 
Mstep: Class 17 contains 13500 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 5975 members 
Mstep: Class 20 contains 125601 members 
Mstep: Class 21 contains 47265 members 
Mstep: Class 23 contains 30901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088200.000000 Penalty: 49056.292969
Iteration 136Q: 23 clusters Score -1.020882e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10561 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 160230 members 
Mstep: Class 5 contains 100554 members 
Mstep: Class 6 contains 102563 members 
Mstep: Class 7 contains 86919 members 
Mstep: Class 8 contains 125687 members 
Mstep: Class 9 contains 15750 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38670 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9907 members 
Mstep: Class 16 contains 22049 members 
Mstep: Class 17 contains 13498 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 125821 members 
Mstep: Class 21 contains 47262 members 
Mstep: Class 23 contains 31066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087712.000000 Penalty: 49056.292969
Iteration 137Q: 23 clusters Score -1.020877e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10561 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 160224 members 
Mstep: Class 5 contains 100580 members 
Mstep: Class 6 contains 102960 members 
Mstep: Class 7 contains 86264 members 
Mstep: Class 8 contains 125693 members 
Mstep: Class 9 contains 15743 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38669 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9908 members 
Mstep: Class 16 contains 22046 members 
Mstep: Class 17 contains 13495 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 125899 members 
Mstep: Class 21 contains 47260 members 
Mstep: Class 23 contains 31234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087528.000000 Penalty: 49056.292969
Iteration 138Q: 23 clusters Score -1.020875e+08 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10560 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 160220 members 
Mstep: Class 5 contains 100599 members 
Mstep: Class 6 contains 103324 members 
Mstep: Class 7 contains 85669 members 
Mstep: Class 8 contains 125694 members 
Mstep: Class 9 contains 15740 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38669 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9908 members 
Mstep: Class 16 contains 22047 members 
Mstep: Class 17 contains 13494 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 5984 members 
Mstep: Class 20 contains 125954 members 
Mstep: Class 21 contains 47260 members 
Mstep: Class 23 contains 31396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087520.000000 Penalty: 49056.292969
Iteration 139Q: 23 clusters Score -1.020875e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10560 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 160222 members 
Mstep: Class 5 contains 100613 members 
Mstep: Class 6 contains 103657 members 
Mstep: Class 7 contains 85112 members 
Mstep: Class 8 contains 125685 members 
Mstep: Class 9 contains 15747 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38669 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9910 members 
Mstep: Class 16 contains 22044 members 
Mstep: Class 17 contains 13496 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 5987 members 
Mstep: Class 20 contains 126005 members 
Mstep: Class 21 contains 47260 members 
Mstep: Class 23 contains 31552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087576.000000 Penalty: 49056.292969
Iteration 140F: 23 clusters Score -1.020876e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10559 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 160216 members 
Mstep: Class 5 contains 100628 members 
Mstep: Class 6 contains 103941 members 
Mstep: Class 7 contains 84671 members 
Mstep: Class 8 contains 125691 members 
Mstep: Class 9 contains 15753 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38670 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9909 members 
Mstep: Class 16 contains 22042 members 
Mstep: Class 17 contains 13496 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 5999 members 
Mstep: Class 20 contains 126008 members 
Mstep: Class 21 contains 47259 members 
Mstep: Class 23 contains 31677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087536.000000 Penalty: 49056.292969
Iteration 141Q: 23 clusters Score -1.020875e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10557 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 160209 members 
Mstep: Class 5 contains 100646 members 
Mstep: Class 6 contains 104178 members 
Mstep: Class 7 contains 84285 members 
Mstep: Class 8 contains 125696 members 
Mstep: Class 9 contains 15766 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38671 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9911 members 
Mstep: Class 16 contains 22042 members 
Mstep: Class 17 contains 13495 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6002 members 
Mstep: Class 20 contains 125982 members 
Mstep: Class 21 contains 47257 members 
Mstep: Class 23 contains 31824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087472.000000 Penalty: 49056.292969
Iteration 142Q: 23 clusters Score -1.020875e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10557 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 160201 members 
Mstep: Class 5 contains 100657 members 
Mstep: Class 6 contains 104404 members 
Mstep: Class 7 contains 83918 members 
Mstep: Class 8 contains 125707 members 
Mstep: Class 9 contains 15775 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38672 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9910 members 
Mstep: Class 16 contains 22042 members 
Mstep: Class 17 contains 13490 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6010 members 
Mstep: Class 20 contains 125985 members 
Mstep: Class 21 contains 47257 members 
Mstep: Class 23 contains 31936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087312.000000 Penalty: 49056.292969
Iteration 143Q: 23 clusters Score -1.020873e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 160184 members 
Mstep: Class 5 contains 100677 members 
Mstep: Class 6 contains 104600 members 
Mstep: Class 7 contains 83601 members 
Mstep: Class 8 contains 125727 members 
Mstep: Class 9 contains 15778 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38672 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9909 members 
Mstep: Class 16 contains 22041 members 
Mstep: Class 17 contains 13488 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6016 members 
Mstep: Class 20 contains 125984 members 
Mstep: Class 21 contains 47256 members 
Mstep: Class 23 contains 32032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087584.000000 Penalty: 49056.292969
Iteration 144Q: 23 clusters Score -1.020876e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 160180 members 
Mstep: Class 5 contains 100690 members 
Mstep: Class 6 contains 104725 members 
Mstep: Class 7 contains 83289 members 
Mstep: Class 8 contains 125741 members 
Mstep: Class 9 contains 15799 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38671 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9907 members 
Mstep: Class 16 contains 22037 members 
Mstep: Class 17 contains 13484 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6017 members 
Mstep: Class 20 contains 126034 members 
Mstep: Class 21 contains 47254 members 
Mstep: Class 23 contains 32138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087544.000000 Penalty: 49056.292969
Iteration 145Q: 23 clusters Score -1.020875e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10555 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 160171 members 
Mstep: Class 5 contains 100698 members 
Mstep: Class 6 contains 104846 members 
Mstep: Class 7 contains 83067 members 
Mstep: Class 8 contains 125756 members 
Mstep: Class 9 contains 15806 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38671 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9907 members 
Mstep: Class 16 contains 22033 members 
Mstep: Class 17 contains 13481 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6024 members 
Mstep: Class 20 contains 126030 members 
Mstep: Class 21 contains 47254 members 
Mstep: Class 23 contains 32223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087392.000000 Penalty: 49056.292969
Iteration 146Q: 23 clusters Score -1.020874e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10555 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 160157 members 
Mstep: Class 5 contains 100711 members 
Mstep: Class 6 contains 104905 members 
Mstep: Class 7 contains 82885 members 
Mstep: Class 8 contains 125775 members 
Mstep: Class 9 contains 15816 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38673 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9907 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13476 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 126008 members 
Mstep: Class 21 contains 47252 members 
Mstep: Class 23 contains 32343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087464.000000 Penalty: 49056.292969
Iteration 147Q: 23 clusters Score -1.020875e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 160152 members 
Mstep: Class 5 contains 100718 members 
Mstep: Class 6 contains 104965 members 
Mstep: Class 7 contains 82708 members 
Mstep: Class 8 contains 125782 members 
Mstep: Class 9 contains 15802 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38672 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9907 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13473 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6045 members 
Mstep: Class 20 contains 126011 members 
Mstep: Class 21 contains 47252 members 
Mstep: Class 23 contains 32451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087368.000000 Penalty: 49056.292969
Iteration 148Q: 23 clusters Score -1.020874e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 160140 members 
Mstep: Class 5 contains 100729 members 
Mstep: Class 6 contains 104985 members 
Mstep: Class 7 contains 82571 members 
Mstep: Class 8 contains 125797 members 
Mstep: Class 9 contains 15794 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38673 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9907 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13471 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6057 members 
Mstep: Class 20 contains 126012 members 
Mstep: Class 21 contains 47251 members 
Mstep: Class 23 contains 32552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087360.000000 Penalty: 49056.292969
Iteration 149Q: 23 clusters Score -1.020874e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 160138 members 
Mstep: Class 5 contains 100733 members 
Mstep: Class 6 contains 104958 members 
Mstep: Class 7 contains 82445 members 
Mstep: Class 8 contains 125804 members 
Mstep: Class 9 contains 15799 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38673 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 15 contains 9903 members 
Mstep: Class 16 contains 22033 members 
Mstep: Class 17 contains 13467 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6075 members 
Mstep: Class 20 contains 126069 members 
Mstep: Class 21 contains 47252 members 
Mstep: Class 23 contains 32621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087168.000000 Penalty: 49056.292969
Iteration 150Q: 23 clusters Score -1.020872e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 160132 members 
Mstep: Class 5 contains 100734 members 
Mstep: Class 6 contains 104923 members 
Mstep: Class 7 contains 82359 members 
Mstep: Class 8 contains 125811 members 
Mstep: Class 9 contains 15807 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38672 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3699 members 
Mstep: Class 15 contains 9901 members 
Mstep: Class 16 contains 22036 members 
Mstep: Class 17 contains 13465 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6091 members 
Mstep: Class 20 contains 126101 members 
Mstep: Class 21 contains 47253 members 
Mstep: Class 23 contains 32684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087288.000000 Penalty: 49056.292969
Iteration 151Q: 23 clusters Score -1.020873e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 160122 members 
Mstep: Class 5 contains 100749 members 
Mstep: Class 6 contains 104872 members 
Mstep: Class 7 contains 82249 members 
Mstep: Class 8 contains 125829 members 
Mstep: Class 9 contains 15816 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38672 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9899 members 
Mstep: Class 16 contains 22036 members 
Mstep: Class 17 contains 13463 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6111 members 
Mstep: Class 20 contains 126172 members 
Mstep: Class 21 contains 47249 members 
Mstep: Class 23 contains 32729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087600.000000 Penalty: 49056.292969
Iteration 152Q: 23 clusters Score -1.020876e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10554 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 160120 members 
Mstep: Class 5 contains 100767 members 
Mstep: Class 6 contains 104810 members 
Mstep: Class 7 contains 82179 members 
Mstep: Class 8 contains 125836 members 
Mstep: Class 9 contains 15819 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38671 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9895 members 
Mstep: Class 16 contains 22037 members 
Mstep: Class 17 contains 13461 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6126 members 
Mstep: Class 20 contains 126222 members 
Mstep: Class 21 contains 47247 members 
Mstep: Class 23 contains 32777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087616.000000 Penalty: 49056.292969
Iteration 153Q: 23 clusters Score -1.020876e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10553 members 
Mstep: Class 3 contains 4450 members 
Mstep: Class 4 contains 160110 members 
Mstep: Class 5 contains 100792 members 
Mstep: Class 6 contains 104792 members 
Mstep: Class 7 contains 82086 members 
Mstep: Class 8 contains 125851 members 
Mstep: Class 9 contains 15828 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38670 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9892 members 
Mstep: Class 16 contains 22037 members 
Mstep: Class 17 contains 13460 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6150 members 
Mstep: Class 20 contains 126263 members 
Mstep: Class 21 contains 47246 members 
Mstep: Class 23 contains 32792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087784.000000 Penalty: 49056.292969
Iteration 154Q: 23 clusters Score -1.020878e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 160111 members 
Mstep: Class 5 contains 100812 members 
Mstep: Class 6 contains 104809 members 
Mstep: Class 7 contains 82005 members 
Mstep: Class 8 contains 125861 members 
Mstep: Class 9 contains 15818 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38669 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 22036 members 
Mstep: Class 17 contains 13457 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6184 members 
Mstep: Class 20 contains 126267 members 
Mstep: Class 21 contains 47244 members 
Mstep: Class 23 contains 32811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087832.000000 Penalty: 49056.292969
Iteration 155Q: 23 clusters Score -1.020878e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 160106 members 
Mstep: Class 5 contains 100821 members 
Mstep: Class 6 contains 104766 members 
Mstep: Class 7 contains 81951 members 
Mstep: Class 8 contains 125873 members 
Mstep: Class 9 contains 15814 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38667 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9891 members 
Mstep: Class 16 contains 22034 members 
Mstep: Class 17 contains 13452 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6215 members 
Mstep: Class 20 contains 126300 members 
Mstep: Class 21 contains 47245 members 
Mstep: Class 23 contains 32837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087992.000000 Penalty: 49056.292969
Iteration 156Q: 23 clusters Score -1.02088e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 160096 members 
Mstep: Class 5 contains 100833 members 
Mstep: Class 6 contains 104721 members 
Mstep: Class 7 contains 81961 members 
Mstep: Class 8 contains 125888 members 
Mstep: Class 9 contains 15812 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38667 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9893 members 
Mstep: Class 16 contains 22032 members 
Mstep: Class 17 contains 13448 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6243 members 
Mstep: Class 20 contains 126274 members 
Mstep: Class 21 contains 47246 members 
Mstep: Class 23 contains 32859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087912.000000 Penalty: 49056.292969
Iteration 157Q: 23 clusters Score -1.020879e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 160095 members 
Mstep: Class 5 contains 100855 members 
Mstep: Class 6 contains 104676 members 
Mstep: Class 7 contains 81973 members 
Mstep: Class 8 contains 125896 members 
Mstep: Class 9 contains 15816 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38665 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9893 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13447 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6278 members 
Mstep: Class 20 contains 126250 members 
Mstep: Class 21 contains 47246 members 
Mstep: Class 23 contains 32853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102087960.000000 Penalty: 49056.292969
Iteration 158Q: 23 clusters Score -1.02088e+08 nChanged 818
Entering ConstructFrom: 
Score: -102087960.000000 Penalty: 49056.292969
Entering ConstructFrom: 
Trying to split cluster 1 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -99719.234375 Penalty: 1119.227295
	Iteration 0F: 2 clusters Score -99719.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98309.328125 Penalty: 2238.454590
	Iteration 0F: 3 clusters Score -98309.33 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -98568.617188 Penalty: 2238.454590
	Iteration 1F: 3 clusters Score -98568.62 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -98717.914062 Penalty: 2238.454590
	Iteration 2F: 3 clusters Score -98717.91 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -98819.742188 Penalty: 2238.454590
	Iteration 3F: 3 clusters Score -98819.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -98883.718750 Penalty: 2238.454590
	Iteration 4Q: 3 clusters Score -98883.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -98932.375000 Penalty: 2238.454590
	Iteration 5Q: 3 clusters Score -98932.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -98980.289062 Penalty: 2238.454590
	Iteration 6Q: 3 clusters Score -98980.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99028.835938 Penalty: 2238.454590
	Iteration 7Q: 3 clusters Score -99028.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -99069.765625 Penalty: 2238.454590
	Iteration 8Q: 3 clusters Score -99069.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -99112.437500 Penalty: 2238.454590
	Iteration 9Q: 3 clusters Score -99112.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -99138.562500 Penalty: 2238.454590
	Iteration 10Q: 3 clusters Score -99138.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -99152.664062 Penalty: 2238.454590
	Iteration 11Q: 3 clusters Score -99152.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -99162.421875 Penalty: 2238.454590
	Iteration 12Q: 3 clusters Score -99162.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -99169.468750 Penalty: 2238.454590
	Iteration 13Q: 3 clusters Score -99169.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -99174.554688 Penalty: 2238.454590
	Iteration 14Q: 3 clusters Score -99174.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -99175.156250 Penalty: 2238.454590
	Iteration 15Q: 3 clusters Score -99175.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -99175.757812 Penalty: 2238.454590
	Iteration 16Q: 3 clusters Score -99175.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -99175.968750 Penalty: 2238.454590
	Iteration 17Q: 3 clusters Score -99175.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -99182.539062 Penalty: 2238.454590
	Iteration 18F: 3 clusters Score -99182.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -99237.273438 Penalty: 2238.454590
	Iteration 19Q: 3 clusters Score -99237.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -99250.804688 Penalty: 2238.454590
	Iteration 20F: 3 clusters Score -99250.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -99256.062500 Penalty: 2238.454590
	Iteration 21Q: 3 clusters Score -99256.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -99276.046875 Penalty: 2238.454590
	Iteration 22Q: 3 clusters Score -99276.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -99291.351562 Penalty: 2238.454590
	Iteration 23Q: 3 clusters Score -99291.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -99297.757812 Penalty: 2238.454590
	Iteration 24Q: 3 clusters Score -99297.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -99304.992188 Penalty: 2238.454590
	Iteration 25Q: 3 clusters Score -99304.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -99313.750000 Penalty: 2238.454590
	Iteration 26Q: 3 clusters Score -99313.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -99316.125000 Penalty: 2238.454590
	Iteration 27Q: 3 clusters Score -99316.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -99317.968750 Penalty: 2238.454590
	Iteration 28Q: 3 clusters Score -99317.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -99320.773438 Penalty: 2238.454590
	Iteration 29Q: 3 clusters Score -99320.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -99324.210938 Penalty: 2238.454590
	Iteration 30Q: 3 clusters Score -99324.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -99326.320312 Penalty: 2238.454590
	Iteration 31Q: 3 clusters Score -99326.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -99326.562500 Penalty: 2238.454590
	Iteration 32Q: 3 clusters Score -99326.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -99326.562500 Penalty: 2238.454590
	Iteration 33F: 3 clusters Score -99326.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Entering Unmasked Estep 
Score: -1204301.250000 Penalty: 1505.380615
	Iteration 0F: 2 clusters Score -1204301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1196798.125000 Penalty: 3010.761230
	Iteration 0F: 3 clusters Score -1196798 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1199206.750000 Penalty: 3010.761230
	Iteration 1F: 3 clusters Score -1199207 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1199428.250000 Penalty: 3010.761230
	Iteration 2F: 3 clusters Score -1199428 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1199610.500000 Penalty: 3010.761230
	Iteration 3Q: 3 clusters Score -1199610 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1199804.125000 Penalty: 3010.761230
	Iteration 4Q: 3 clusters Score -1199804 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1200048.125000 Penalty: 3010.761230
	Iteration 5Q: 3 clusters Score -1200048 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1200294.625000 Penalty: 3010.761230
	Iteration 6Q: 3 clusters Score -1200295 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1200609.875000 Penalty: 3010.761230
	Iteration 7Q: 3 clusters Score -1200610 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1200987.875000 Penalty: 3010.761230
	Iteration 8F: 3 clusters Score -1200988 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1201386.750000 Penalty: 3010.761230
	Iteration 9F: 3 clusters Score -1201387 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1201849.000000 Penalty: 3010.761230
	Iteration 10F: 3 clusters Score -1201849 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1202233.500000 Penalty: 3010.761230
	Iteration 11F: 3 clusters Score -1202234 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1202486.500000 Penalty: 3010.761230
	Iteration 12Q: 3 clusters Score -1202486 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1202638.125000 Penalty: 3010.761230
	Iteration 13Q: 3 clusters Score -1202638 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1202729.000000 Penalty: 3010.761230
	Iteration 14Q: 3 clusters Score -1202729 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1202796.000000 Penalty: 3010.761230
	Iteration 15Q: 3 clusters Score -1202796 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1202844.125000 Penalty: 3010.761230
	Iteration 16Q: 3 clusters Score -1202844 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1202874.250000 Penalty: 3010.761230
	Iteration 17Q: 3 clusters Score -1202874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1202894.125000 Penalty: 3010.761230
	Iteration 18Q: 3 clusters Score -1202894 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1202910.125000 Penalty: 3010.761230
	Iteration 19Q: 3 clusters Score -1202910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1202921.625000 Penalty: 3010.761230
	Iteration 20F: 3 clusters Score -1202922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1202925.750000 Penalty: 3010.761230
	Iteration 21Q: 3 clusters Score -1202926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1202929.875000 Penalty: 3010.761230
	Iteration 22Q: 3 clusters Score -1202930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1202933.750000 Penalty: 3010.761230
	Iteration 23Q: 3 clusters Score -1202934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1202935.625000 Penalty: 3010.761230
	Iteration 24Q: 3 clusters Score -1202936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1202938.125000 Penalty: 3010.761230
	Iteration 25Q: 3 clusters Score -1202938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1202940.125000 Penalty: 3010.761230
	Iteration 26Q: 3 clusters Score -1202940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1202942.125000 Penalty: 3010.761230
	Iteration 27Q: 3 clusters Score -1202942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1202941.875000 Penalty: 3010.761230
	Iteration 28Q: 3 clusters Score -1202942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1202940.250000 Penalty: 3010.761230
	Iteration 29Q: 3 clusters Score -1202940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1202940.250000 Penalty: 3010.761230
	Iteration 30Q: 3 clusters Score -1202940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1202941.375000 Penalty: 3010.761230
	Iteration 31Q: 3 clusters Score -1202941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1202943.750000 Penalty: 3010.761230
	Iteration 32Q: 3 clusters Score -1202944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1202942.375000 Penalty: 3010.761230
	Iteration 33Q: 3 clusters Score -1202942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1202944.000000 Penalty: 3010.761230
	Iteration 34Q: 3 clusters Score -1202944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1202943.750000 Penalty: 3010.761230
	Iteration 35Q: 3 clusters Score -1202944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1202943.750000 Penalty: 3010.761230
	Iteration 36F: 3 clusters Score -1202944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -481275.406250 Penalty: 1364.997559
	Iteration 0F: 2 clusters Score -481275.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -477622.062500 Penalty: 2729.995117
	Iteration 0F: 3 clusters Score -477622.1 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -478675.718750 Penalty: 2729.995117
	Iteration 1F: 3 clusters Score -478675.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -478982.281250 Penalty: 2729.995117
	Iteration 2F: 3 clusters Score -478982.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -479200.562500 Penalty: 2729.995117
	Iteration 3F: 3 clusters Score -479200.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -479390.406250 Penalty: 2729.995117
	Iteration 4F: 3 clusters Score -479390.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -479557.718750 Penalty: 2729.995117
	Iteration 5Q: 3 clusters Score -479557.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -479754.468750 Penalty: 2729.995117
	Iteration 6Q: 3 clusters Score -479754.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -479955.312500 Penalty: 2729.995117
	Iteration 7F: 3 clusters Score -479955.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -480180.812500 Penalty: 2729.995117
	Iteration 8F: 3 clusters Score -480180.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -480392.812500 Penalty: 2729.995117
	Iteration 9Q: 3 clusters Score -480392.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -480666.812500 Penalty: 2729.995117
	Iteration 10Q: 3 clusters Score -480666.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -480915.875000 Penalty: 2729.995117
	Iteration 11Q: 3 clusters Score -480915.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -481035.968750 Penalty: 2729.995117
	Iteration 12Q: 3 clusters Score -481036 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -481075.000000 Penalty: 2729.995117
	Iteration 13Q: 3 clusters Score -481075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -481097.312500 Penalty: 2729.995117
	Iteration 14Q: 3 clusters Score -481097.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -481107.718750 Penalty: 2729.995117
	Iteration 15Q: 3 clusters Score -481107.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -481115.312500 Penalty: 2729.995117
	Iteration 16Q: 3 clusters Score -481115.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -481122.093750 Penalty: 2729.995117
	Iteration 17Q: 3 clusters Score -481122.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -481127.187500 Penalty: 2729.995117
	Iteration 18Q: 3 clusters Score -481127.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -481130.093750 Penalty: 2729.995117
	Iteration 19Q: 3 clusters Score -481130.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -481135.187500 Penalty: 2729.995117
	Iteration 20F: 3 clusters Score -481135.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -481141.875000 Penalty: 2729.995117
	Iteration 21Q: 3 clusters Score -481141.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -481145.500000 Penalty: 2729.995117
	Iteration 22Q: 3 clusters Score -481145.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -481150.062500 Penalty: 2729.995117
	Iteration 23Q: 3 clusters Score -481150.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -481155.687500 Penalty: 2729.995117
	Iteration 24Q: 3 clusters Score -481155.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -481159.531250 Penalty: 2729.995117
	Iteration 25Q: 3 clusters Score -481159.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -481163.562500 Penalty: 2729.995117
	Iteration 26Q: 3 clusters Score -481163.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -481168.562500 Penalty: 2729.995117
	Iteration 27Q: 3 clusters Score -481168.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -481172.500000 Penalty: 2729.995117
	Iteration 28Q: 3 clusters Score -481172.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -481178.593750 Penalty: 2729.995117
	Iteration 29Q: 3 clusters Score -481178.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -481182.562500 Penalty: 2729.995117
	Iteration 30Q: 3 clusters Score -481182.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -481185.937500 Penalty: 2729.995117
	Iteration 31Q: 3 clusters Score -481185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -481188.843750 Penalty: 2729.995117
	Iteration 32Q: 3 clusters Score -481188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -481189.781250 Penalty: 2729.995117
	Iteration 33Q: 3 clusters Score -481189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -481189.656250 Penalty: 2729.995117
	Iteration 34Q: 3 clusters Score -481189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -481189.656250 Penalty: 2729.995117
	Iteration 35F: 3 clusters Score -481189.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (160092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160092 members 
Entering Unmasked Estep 
Score: -18148798.000000 Penalty: 1947.319458
	Iteration 0F: 2 clusters Score -1.81488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79991 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -18044892.000000 Penalty: 3894.638916
	Iteration 0F: 3 clusters Score -1.804489e+07 nChanged 77130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -18089934.000000 Penalty: 3894.638916
	Iteration 1F: 3 clusters Score -1.808993e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -18090856.000000 Penalty: 3894.638916
	Iteration 2Q: 3 clusters Score -1.809086e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 86399 members 
Entering Unmasked Estep 
Score: -18092314.000000 Penalty: 3894.638916
	Iteration 3Q: 3 clusters Score -1.809231e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 90020 members 
Entering Unmasked Estep 
Score: -18094490.000000 Penalty: 3894.638916
	Iteration 4Q: 3 clusters Score -1.809449e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 95307 members 
Entering Unmasked Estep 
Score: -18098244.000000 Penalty: 3894.638916
	Iteration 5F: 3 clusters Score -1.809824e+07 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 102585 members 
Entering Unmasked Estep 
Score: -18103706.000000 Penalty: 3894.638916
	Iteration 6F: 3 clusters Score -1.810371e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 111436 members 
Entering Unmasked Estep 
Score: -18111186.000000 Penalty: 3894.638916
	Iteration 7F: 3 clusters Score -1.811119e+07 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 120369 members 
Entering Unmasked Estep 
Score: -18120668.000000 Penalty: 3894.638916
	Iteration 8F: 3 clusters Score -1.812067e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 127166 members 
Entering Unmasked Estep 
Score: -18129888.000000 Penalty: 3894.638916
	Iteration 9F: 3 clusters Score -1.812989e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 130931 members 
Entering Unmasked Estep 
Score: -18136052.000000 Penalty: 3894.638916
	Iteration 10Q: 3 clusters Score -1.813605e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 133075 members 
Entering Unmasked Estep 
Score: -18138684.000000 Penalty: 3894.638916
	Iteration 11Q: 3 clusters Score -1.813868e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 134776 members 
Entering Unmasked Estep 
Score: -18139860.000000 Penalty: 3894.638916
	Iteration 12Q: 3 clusters Score -1.813986e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 136402 members 
Entering Unmasked Estep 
Score: -18140788.000000 Penalty: 3894.638916
	Iteration 13Q: 3 clusters Score -1.814079e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 137881 members 
Entering Unmasked Estep 
Score: -18141452.000000 Penalty: 3894.638916
	Iteration 14Q: 3 clusters Score -1.814145e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 139231 members 
Entering Unmasked Estep 
Score: -18142030.000000 Penalty: 3894.638916
	Iteration 15Q: 3 clusters Score -1.814203e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 140512 members 
Entering Unmasked Estep 
Score: -18142614.000000 Penalty: 3894.638916
	Iteration 16Q: 3 clusters Score -1.814261e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 141789 members 
Entering Unmasked Estep 
Score: -18143190.000000 Penalty: 3894.638916
	Iteration 17Q: 3 clusters Score -1.814319e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 143103 members 
Entering Unmasked Estep 
Score: -18143924.000000 Penalty: 3894.638916
	Iteration 18Q: 3 clusters Score -1.814392e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 144464 members 
Entering Unmasked Estep 
Score: -18144456.000000 Penalty: 3894.638916
	Iteration 19Q: 3 clusters Score -1.814446e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 145744 members 
Entering Unmasked Estep 
Score: -18145016.000000 Penalty: 3894.638916
	Iteration 20F: 3 clusters Score -1.814502e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 146992 members 
Entering Unmasked Estep 
Score: -18145364.000000 Penalty: 3894.638916
	Iteration 21Q: 3 clusters Score -1.814536e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 148183 members 
Entering Unmasked Estep 
Score: -18145632.000000 Penalty: 3894.638916
	Iteration 22Q: 3 clusters Score -1.814563e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 149268 members 
Entering Unmasked Estep 
Score: -18146126.000000 Penalty: 3894.638916
	Iteration 23Q: 3 clusters Score -1.814613e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 150333 members 
Entering Unmasked Estep 
Score: -18146436.000000 Penalty: 3894.638916
	Iteration 24Q: 3 clusters Score -1.814644e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 151307 members 
Entering Unmasked Estep 
Score: -18146644.000000 Penalty: 3894.638916
	Iteration 25Q: 3 clusters Score -1.814664e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 152182 members 
Entering Unmasked Estep 
Score: -18146768.000000 Penalty: 3894.638916
	Iteration 26Q: 3 clusters Score -1.814677e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 152984 members 
Entering Unmasked Estep 
Score: -18146908.000000 Penalty: 3894.638916
	Iteration 27Q: 3 clusters Score -1.814691e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 153743 members 
Entering Unmasked Estep 
Score: -18147036.000000 Penalty: 3894.638916
	Iteration 28Q: 3 clusters Score -1.814704e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 154400 members 
Entering Unmasked Estep 
Score: -18147180.000000 Penalty: 3894.638916
	Iteration 29Q: 3 clusters Score -1.814718e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 154966 members 
Entering Unmasked Estep 
Score: -18147142.000000 Penalty: 3894.638916
	Iteration 30Q: 3 clusters Score -1.814714e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 155500 members 
Entering Unmasked Estep 
Score: -18147208.000000 Penalty: 3894.638916
	Iteration 31Q: 3 clusters Score -1.814721e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 156001 members 
Entering Unmasked Estep 
Score: -18147226.000000 Penalty: 3894.638916
	Iteration 32Q: 3 clusters Score -1.814723e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 156448 members 
Entering Unmasked Estep 
Score: -18147280.000000 Penalty: 3894.638916
	Iteration 33Q: 3 clusters Score -1.814728e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 156808 members 
Entering Unmasked Estep 
Score: -18147330.000000 Penalty: 3894.638916
	Iteration 34Q: 3 clusters Score -1.814733e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 157159 members 
Entering Unmasked Estep 
Score: -18147284.000000 Penalty: 3894.638916
	Iteration 35Q: 3 clusters Score -1.814728e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 157458 members 
Entering Unmasked Estep 
Score: -18147302.000000 Penalty: 3894.638916
	Iteration 36Q: 3 clusters Score -1.81473e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 157717 members 
Entering Unmasked Estep 
Score: -18147280.000000 Penalty: 3894.638916
	Iteration 37Q: 3 clusters Score -1.814728e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 157960 members 
Entering Unmasked Estep 
Score: -18147320.000000 Penalty: 3894.638916
	Iteration 38Q: 3 clusters Score -1.814732e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 158183 members 
Entering Unmasked Estep 
Score: -18147268.000000 Penalty: 3894.638916
	Iteration 39Q: 3 clusters Score -1.814727e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 158378 members 
Entering Unmasked Estep 
Score: -18147296.000000 Penalty: 3894.638916
	Iteration 40F: 3 clusters Score -1.81473e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 158545 members 
Entering Unmasked Estep 
Score: -18147312.000000 Penalty: 3894.638916
	Iteration 41Q: 3 clusters Score -1.814731e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 158673 members 
Entering Unmasked Estep 
Score: -18147322.000000 Penalty: 3894.638916
	Iteration 42Q: 3 clusters Score -1.814732e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 158783 members 
Entering Unmasked Estep 
Score: -18147322.000000 Penalty: 3894.638916
	Iteration 43Q: 3 clusters Score -1.814732e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 158891 members 
Entering Unmasked Estep 
Score: -18147316.000000 Penalty: 3894.638916
	Iteration 44Q: 3 clusters Score -1.814732e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 158976 members 
Entering Unmasked Estep 
Score: -18147296.000000 Penalty: 3894.638916
	Iteration 45Q: 3 clusters Score -1.81473e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 159044 members 
Entering Unmasked Estep 
Score: -18147266.000000 Penalty: 3894.638916
	Iteration 46Q: 3 clusters Score -1.814727e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 159102 members 
Entering Unmasked Estep 
Score: -18147298.000000 Penalty: 3894.638916
	Iteration 47Q: 3 clusters Score -1.81473e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 159144 members 
Entering Unmasked Estep 
Score: -18147310.000000 Penalty: 3894.638916
	Iteration 48Q: 3 clusters Score -1.814731e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 159184 members 
Entering Unmasked Estep 
Score: -18147292.000000 Penalty: 3894.638916
	Iteration 49Q: 3 clusters Score -1.814729e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 159226 members 
Entering Unmasked Estep 
Score: -18147324.000000 Penalty: 3894.638916
	Iteration 50Q: 3 clusters Score -1.814732e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 159261 members 
Entering Unmasked Estep 
Score: -18147312.000000 Penalty: 3894.638916
	Iteration 51Q: 3 clusters Score -1.814731e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 159284 members 
Entering Unmasked Estep 
Score: -18147314.000000 Penalty: 3894.638916
	Iteration 52Q: 3 clusters Score -1.814731e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 159308 members 
Entering Unmasked Estep 
Score: -18147300.000000 Penalty: 3894.638916
	Iteration 53Q: 3 clusters Score -1.81473e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 159332 members 
Entering Unmasked Estep 
Score: -18147308.000000 Penalty: 3894.638916
	Iteration 54Q: 3 clusters Score -1.814731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 159361 members 
Entering Unmasked Estep 
Score: -18147330.000000 Penalty: 3894.638916
	Iteration 55Q: 3 clusters Score -1.814733e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 159377 members 
Entering Unmasked Estep 
Score: -18147356.000000 Penalty: 3894.638916
	Iteration 56Q: 3 clusters Score -1.814736e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 159397 members 
Entering Unmasked Estep 
Score: -18147340.000000 Penalty: 3894.638916
	Iteration 57Q: 3 clusters Score -1.814734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 159411 members 
Entering Unmasked Estep 
Score: -18147340.000000 Penalty: 3894.638916
	Iteration 58Q: 3 clusters Score -1.814734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 159420 members 
Entering Unmasked Estep 
Score: -18147354.000000 Penalty: 3894.638916
	Iteration 59Q: 3 clusters Score -1.814735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 159428 members 
Entering Unmasked Estep 
Score: -18147352.000000 Penalty: 3894.638916
	Iteration 60F: 3 clusters Score -1.814735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 159436 members 
Entering Unmasked Estep 
Score: -18147346.000000 Penalty: 3894.638916
	Iteration 61Q: 3 clusters Score -1.814735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 159441 members 
Entering Unmasked Estep 
Score: -18147360.000000 Penalty: 3894.638916
	Iteration 62Q: 3 clusters Score -1.814736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 159445 members 
Entering Unmasked Estep 
Score: -18147346.000000 Penalty: 3894.638916
	Iteration 63Q: 3 clusters Score -1.814735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 159451 members 
Entering Unmasked Estep 
Score: -18147348.000000 Penalty: 3894.638916
	Iteration 64Q: 3 clusters Score -1.814735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 159460 members 
Entering Unmasked Estep 
Score: -18147362.000000 Penalty: 3894.638916
	Iteration 65Q: 3 clusters Score -1.814736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 159465 members 
Entering Unmasked Estep 
Score: -18147376.000000 Penalty: 3894.638916
	Iteration 66Q: 3 clusters Score -1.814738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 159472 members 
Entering Unmasked Estep 
Score: -18147378.000000 Penalty: 3894.638916
	Iteration 67Q: 3 clusters Score -1.814738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 159475 members 
Entering Unmasked Estep 
Score: -18147370.000000 Penalty: 3894.638916
	Iteration 68Q: 3 clusters Score -1.814737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 159481 members 
Entering Unmasked Estep 
Score: -18147354.000000 Penalty: 3894.638916
	Iteration 69Q: 3 clusters Score -1.814735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 159484 members 
Entering Unmasked Estep 
Score: -18147346.000000 Penalty: 3894.638916
	Iteration 70Q: 3 clusters Score -1.814735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 159486 members 
Entering Unmasked Estep 
Score: -18147362.000000 Penalty: 3894.638916
	Iteration 71Q: 3 clusters Score -1.814736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 159488 members 
Entering Unmasked Estep 
Score: -18147356.000000 Penalty: 3894.638916
	Iteration 72Q: 3 clusters Score -1.814736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 159489 members 
Entering Unmasked Estep 
Score: -18147356.000000 Penalty: 3894.638916
	Iteration 73Q: 3 clusters Score -1.814736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 159489 members 
Entering Unmasked Estep 
Score: -18147356.000000 Penalty: 3894.638916
	Iteration 74F: 3 clusters Score -1.814736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (100884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100884 members 
Entering Unmasked Estep 
Score: -11607440.000000 Penalty: 1872.280518
	Iteration 0F: 2 clusters Score -1.160744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -11542788.000000 Penalty: 3744.561035
	Iteration 0F: 3 clusters Score -1.154279e+07 nChanged 48065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -11570710.000000 Penalty: 3744.561035
	Iteration 1F: 3 clusters Score -1.157071e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -11572326.000000 Penalty: 3744.561035
	Iteration 2Q: 3 clusters Score -1.157233e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -11574399.000000 Penalty: 3744.561035
	Iteration 3Q: 3 clusters Score -1.15744e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -11576685.000000 Penalty: 3744.561035
	Iteration 4F: 3 clusters Score -1.157668e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -11579231.000000 Penalty: 3744.561035
	Iteration 5F: 3 clusters Score -1.157923e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -11582093.000000 Penalty: 3744.561035
	Iteration 6F: 3 clusters Score -1.158209e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -11585655.000000 Penalty: 3744.561035
	Iteration 7F: 3 clusters Score -1.158566e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -11589589.000000 Penalty: 3744.561035
	Iteration 8F: 3 clusters Score -1.158959e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74563 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -11593479.000000 Penalty: 3744.561035
	Iteration 9F: 3 clusters Score -1.159348e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79248 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -11596574.000000 Penalty: 3744.561035
	Iteration 10Q: 3 clusters Score -1.159657e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -11599155.000000 Penalty: 3744.561035
	Iteration 11Q: 3 clusters Score -1.159916e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -11601066.000000 Penalty: 3744.561035
	Iteration 12Q: 3 clusters Score -1.160107e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -11602522.000000 Penalty: 3744.561035
	Iteration 13Q: 3 clusters Score -1.160252e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93002 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -11603600.000000 Penalty: 3744.561035
	Iteration 14Q: 3 clusters Score -1.16036e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95095 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -11604531.000000 Penalty: 3744.561035
	Iteration 15Q: 3 clusters Score -1.160453e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96605 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -11605179.000000 Penalty: 3744.561035
	Iteration 16Q: 3 clusters Score -1.160518e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97685 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -11605640.000000 Penalty: 3744.561035
	Iteration 17Q: 3 clusters Score -1.160564e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98445 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -11605977.000000 Penalty: 3744.561035
	Iteration 18Q: 3 clusters Score -1.160598e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -11606227.000000 Penalty: 3744.561035
	Iteration 19Q: 3 clusters Score -1.160623e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99218 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -11606303.000000 Penalty: 3744.561035
	Iteration 20F: 3 clusters Score -1.16063e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -11606381.000000 Penalty: 3744.561035
	Iteration 21Q: 3 clusters Score -1.160638e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99559 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -11606427.000000 Penalty: 3744.561035
	Iteration 22Q: 3 clusters Score -1.160643e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99669 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -11606468.000000 Penalty: 3744.561035
	Iteration 23Q: 3 clusters Score -1.160647e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99749 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -11606514.000000 Penalty: 3744.561035
	Iteration 24Q: 3 clusters Score -1.160651e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99806 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -11606577.000000 Penalty: 3744.561035
	Iteration 25Q: 3 clusters Score -1.160658e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99854 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -11606669.000000 Penalty: 3744.561035
	Iteration 26Q: 3 clusters Score -1.160667e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99891 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11606862.000000 Penalty: 3744.561035
	Iteration 27Q: 3 clusters Score -1.160686e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99895 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -11607064.000000 Penalty: 3744.561035
	Iteration 28Q: 3 clusters Score -1.160706e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99872 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11607195.000000 Penalty: 3744.561035
	Iteration 29Q: 3 clusters Score -1.16072e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99826 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -11607270.000000 Penalty: 3744.561035
	Iteration 30Q: 3 clusters Score -1.160727e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99785 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11607308.000000 Penalty: 3744.561035
	Iteration 31Q: 3 clusters Score -1.160731e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99747 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11607352.000000 Penalty: 3744.561035
	Iteration 32Q: 3 clusters Score -1.160735e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99698 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -11607396.000000 Penalty: 3744.561035
	Iteration 33Q: 3 clusters Score -1.16074e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99662 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -11607435.000000 Penalty: 3744.561035
	Iteration 34Q: 3 clusters Score -1.160744e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11607445.000000 Penalty: 3744.561035
	Iteration 35Q: 3 clusters Score -1.160744e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99641 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11607467.000000 Penalty: 3744.561035
	Iteration 36Q: 3 clusters Score -1.160747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99630 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11607464.000000 Penalty: 3744.561035
	Iteration 37Q: 3 clusters Score -1.160746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99615 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -11607490.000000 Penalty: 3744.561035
	Iteration 38Q: 3 clusters Score -1.160749e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99597 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -11607489.000000 Penalty: 3744.561035
	Iteration 39Q: 3 clusters Score -1.160749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99580 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -11607508.000000 Penalty: 3744.561035
	Iteration 40F: 3 clusters Score -1.160751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99571 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -11607512.000000 Penalty: 3744.561035
	Iteration 41Q: 3 clusters Score -1.160751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99569 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -11607520.000000 Penalty: 3744.561035
	Iteration 42Q: 3 clusters Score -1.160752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99570 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -11607529.000000 Penalty: 3744.561035
	Iteration 43Q: 3 clusters Score -1.160753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99571 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -11607525.000000 Penalty: 3744.561035
	Iteration 44Q: 3 clusters Score -1.160752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99572 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -11607534.000000 Penalty: 3744.561035
	Iteration 45Q: 3 clusters Score -1.160753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99573 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11607531.000000 Penalty: 3744.561035
	Iteration 46Q: 3 clusters Score -1.160753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99573 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11607531.000000 Penalty: 3744.561035
	Iteration 47F: 3 clusters Score -1.160753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 160092 members 
Mstep: Class 5 contains 99573 members 
Mstep: Class 6 contains 104632 members 
Mstep: Class 7 contains 82022 members 
Mstep: Class 8 contains 125903 members 
Mstep: Class 9 contains 15813 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38666 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9892 members 
Mstep: Class 16 contains 22029 members 
Mstep: Class 17 contains 13443 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6306 members 
Mstep: Class 20 contains 126189 members 
Mstep: Class 21 contains 47246 members 
Mstep: Class 22 contains 1311 members 
Mstep: Class 23 contains 32857 members 
Entering Unmasked Estep 
Score: -102087880.000000 Penalty: 51286.125000
Splitting cluster 5 changes total score from -102087960.000000 to -102087880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (104632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104632 members 
Entering Unmasked Estep 
Score: -12153159.000000 Penalty: 1878.208252
	Iteration 0F: 2 clusters Score -1.215316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -12087050.000000 Penalty: 3756.416504
	Iteration 0F: 3 clusters Score -1.208705e+07 nChanged 50128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -12115971.000000 Penalty: 3756.416504
	Iteration 1F: 3 clusters Score -1.211597e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -12116562.000000 Penalty: 3756.416504
	Iteration 2Q: 3 clusters Score -1.211656e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -12117203.000000 Penalty: 3756.416504
	Iteration 3Q: 3 clusters Score -1.21172e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -12118212.000000 Penalty: 3756.416504
	Iteration 4Q: 3 clusters Score -1.211821e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -12119824.000000 Penalty: 3756.416504
	Iteration 5Q: 3 clusters Score -1.211982e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -12122616.000000 Penalty: 3756.416504
	Iteration 6F: 3 clusters Score -1.212262e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -12127924.000000 Penalty: 3756.416504
	Iteration 7F: 3 clusters Score -1.212792e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -12135125.000000 Penalty: 3756.416504
	Iteration 8F: 3 clusters Score -1.213512e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 94632 members 
Entering Unmasked Estep 
Score: -12142248.000000 Penalty: 3756.416504
	Iteration 9F: 3 clusters Score -1.214225e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 100541 members 
Entering Unmasked Estep 
Score: -12147528.000000 Penalty: 3756.416504
	Iteration 10F: 3 clusters Score -1.214753e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 103301 members 
Entering Unmasked Estep 
Score: -12150173.000000 Penalty: 3756.416504
	Iteration 11Q: 3 clusters Score -1.215017e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -12151042.000000 Penalty: 3756.416504
	Iteration 12Q: 3 clusters Score -1.215104e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 104393 members 
Entering Unmasked Estep 
Score: -12151295.000000 Penalty: 3756.416504
	Iteration 13Q: 3 clusters Score -1.21513e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 104455 members 
Entering Unmasked Estep 
Score: -12151345.000000 Penalty: 3756.416504
	Iteration 14Q: 3 clusters Score -1.215134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 104481 members 
Entering Unmasked Estep 
Score: -12151387.000000 Penalty: 3756.416504
	Iteration 15Q: 3 clusters Score -1.215139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 104490 members 
Entering Unmasked Estep 
Score: -12151414.000000 Penalty: 3756.416504
	Iteration 16Q: 3 clusters Score -1.215141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 104493 members 
Entering Unmasked Estep 
Score: -12151415.000000 Penalty: 3756.416504
	Iteration 17Q: 3 clusters Score -1.215142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 104493 members 
Entering Unmasked Estep 
Score: -12151419.000000 Penalty: 3756.416504
	Iteration 18Q: 3 clusters Score -1.215142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 104495 members 
Entering Unmasked Estep 
Score: -12151437.000000 Penalty: 3756.416504
	Iteration 19Q: 3 clusters Score -1.215144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -12151444.000000 Penalty: 3756.416504
	Iteration 20F: 3 clusters Score -1.215144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 104497 members 
Entering Unmasked Estep 
Score: -12151453.000000 Penalty: 3756.416504
	Iteration 21Q: 3 clusters Score -1.215145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 104497 members 
Entering Unmasked Estep 
Score: -12151451.000000 Penalty: 3756.416504
	Iteration 22Q: 3 clusters Score -1.215145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -12151453.000000 Penalty: 3756.416504
	Iteration 23Q: 3 clusters Score -1.215145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 104499 members 
Entering Unmasked Estep 
Score: -12151466.000000 Penalty: 3756.416504
	Iteration 24Q: 3 clusters Score -1.215147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -12151470.000000 Penalty: 3756.416504
	Iteration 25Q: 3 clusters Score -1.215147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -12151470.000000 Penalty: 3756.416504
	Iteration 26F: 3 clusters Score -1.215147e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (82022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Entering Unmasked Estep 
Score: -9514514.000000 Penalty: 1838.645752
	Iteration 0F: 2 clusters Score -9514514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -9460045.000000 Penalty: 3677.291504
	Iteration 0F: 3 clusters Score -9460045 nChanged 39009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -9482390.000000 Penalty: 3677.291504
	Iteration 1F: 3 clusters Score -9482390 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -9483455.000000 Penalty: 3677.291504
	Iteration 2Q: 3 clusters Score -9483455 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -9484758.000000 Penalty: 3677.291504
	Iteration 3Q: 3 clusters Score -9484758 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -9486657.000000 Penalty: 3677.291504
	Iteration 4Q: 3 clusters Score -9486657 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -9489444.000000 Penalty: 3677.291504
	Iteration 5F: 3 clusters Score -9489444 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -9493644.000000 Penalty: 3677.291504
	Iteration 6F: 3 clusters Score -9493644 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -9499124.000000 Penalty: 3677.291504
	Iteration 7F: 3 clusters Score -9499124 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -9504589.000000 Penalty: 3677.291504
	Iteration 8F: 3 clusters Score -9504589 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75752 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -9508467.000000 Penalty: 3677.291504
	Iteration 9F: 3 clusters Score -9508467 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -9510684.000000 Penalty: 3677.291504
	Iteration 10Q: 3 clusters Score -9510684 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9511730.000000 Penalty: 3677.291504
	Iteration 11Q: 3 clusters Score -9511730 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -9512245.000000 Penalty: 3677.291504
	Iteration 12Q: 3 clusters Score -9512245 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9512490.000000 Penalty: 3677.291504
	Iteration 13Q: 3 clusters Score -9512490 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9512625.000000 Penalty: 3677.291504
	Iteration 14Q: 3 clusters Score -9512625 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9512718.000000 Penalty: 3677.291504
	Iteration 15Q: 3 clusters Score -9512718 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9512799.000000 Penalty: 3677.291504
	Iteration 16Q: 3 clusters Score -9512799 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9512842.000000 Penalty: 3677.291504
	Iteration 17Q: 3 clusters Score -9512842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9512892.000000 Penalty: 3677.291504
	Iteration 18Q: 3 clusters Score -9512892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9512907.000000 Penalty: 3677.291504
	Iteration 19Q: 3 clusters Score -9512907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9512917.000000 Penalty: 3677.291504
	Iteration 20F: 3 clusters Score -9512917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9512928.000000 Penalty: 3677.291504
	Iteration 21Q: 3 clusters Score -9512928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9512946.000000 Penalty: 3677.291504
	Iteration 22Q: 3 clusters Score -9512946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81614 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9512948.000000 Penalty: 3677.291504
	Iteration 23Q: 3 clusters Score -9512948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9512953.000000 Penalty: 3677.291504
	Iteration 24Q: 3 clusters Score -9512953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9512964.000000 Penalty: 3677.291504
	Iteration 25Q: 3 clusters Score -9512964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9512961.000000 Penalty: 3677.291504
	Iteration 26Q: 3 clusters Score -9512961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9512964.000000 Penalty: 3677.291504
	Iteration 27Q: 3 clusters Score -9512964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9512972.000000 Penalty: 3677.291504
	Iteration 28Q: 3 clusters Score -9512972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9512971.000000 Penalty: 3677.291504
	Iteration 29Q: 3 clusters Score -9512971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9512971.000000 Penalty: 3677.291504
	Iteration 30Q: 3 clusters Score -9512971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81639 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9512970.000000 Penalty: 3677.291504
	Iteration 31Q: 3 clusters Score -9512970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9512974.000000 Penalty: 3677.291504
	Iteration 32Q: 3 clusters Score -9512974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9512977.000000 Penalty: 3677.291504
	Iteration 33Q: 3 clusters Score -9512977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9512983.000000 Penalty: 3677.291504
	Iteration 34Q: 3 clusters Score -9512983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9512994.000000 Penalty: 3677.291504
	Iteration 35Q: 3 clusters Score -9512994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9512993.000000 Penalty: 3677.291504
	Iteration 36Q: 3 clusters Score -9512993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9512993.000000 Penalty: 3677.291504
	Iteration 37Q: 3 clusters Score -9512993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81651 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9512994.000000 Penalty: 3677.291504
	Iteration 38Q: 3 clusters Score -9512994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9512991.000000 Penalty: 3677.291504
	Iteration 39Q: 3 clusters Score -9512991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9512994.000000 Penalty: 3677.291504
	Iteration 40F: 3 clusters Score -9512994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9512995.000000 Penalty: 3677.291504
	Iteration 41Q: 3 clusters Score -9512995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81647 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9512995.000000 Penalty: 3677.291504
	Iteration 42Q: 3 clusters Score -9512995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81647 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9512995.000000 Penalty: 3677.291504
	Iteration 43F: 3 clusters Score -9512995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (125903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125903 members 
Entering Unmasked Estep 
Score: -14234152.000000 Penalty: 1908.280884
	Iteration 0F: 2 clusters Score -1.423415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -14149969.000000 Penalty: 3816.561768
	Iteration 0F: 3 clusters Score -1.414997e+07 nChanged 60463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -14186867.000000 Penalty: 3816.561768
	Iteration 1F: 3 clusters Score -1.418687e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 64948 members 
Entering Unmasked Estep 
Score: -14188745.000000 Penalty: 3816.561768
	Iteration 2Q: 3 clusters Score -1.418874e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -14191207.000000 Penalty: 3816.561768
	Iteration 3Q: 3 clusters Score -1.419121e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -14194465.000000 Penalty: 3816.561768
	Iteration 4F: 3 clusters Score -1.419446e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Mstep: Class 2 contains 73626 members 
Entering Unmasked Estep 
Score: -14199106.000000 Penalty: 3816.561768
	Iteration 5F: 3 clusters Score -1.419911e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -14205259.000000 Penalty: 3816.561768
	Iteration 6F: 3 clusters Score -1.420526e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 85558 members 
Entering Unmasked Estep 
Score: -14212620.000000 Penalty: 3816.561768
	Iteration 7F: 3 clusters Score -1.421262e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -14218712.000000 Penalty: 3816.561768
	Iteration 8F: 3 clusters Score -1.421871e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -14222552.000000 Penalty: 3816.561768
	Iteration 9Q: 3 clusters Score -1.422255e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -14224857.000000 Penalty: 3816.561768
	Iteration 10Q: 3 clusters Score -1.422486e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -14226395.000000 Penalty: 3816.561768
	Iteration 11Q: 3 clusters Score -1.42264e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -14227556.000000 Penalty: 3816.561768
	Iteration 12Q: 3 clusters Score -1.422756e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 106378 members 
Entering Unmasked Estep 
Score: -14228602.000000 Penalty: 3816.561768
	Iteration 13Q: 3 clusters Score -1.42286e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 108393 members 
Entering Unmasked Estep 
Score: -14229455.000000 Penalty: 3816.561768
	Iteration 14Q: 3 clusters Score -1.422946e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 110171 members 
Entering Unmasked Estep 
Score: -14230257.000000 Penalty: 3816.561768
	Iteration 15Q: 3 clusters Score -1.423026e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 111753 members 
Entering Unmasked Estep 
Score: -14230821.000000 Penalty: 3816.561768
	Iteration 16Q: 3 clusters Score -1.423082e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 113199 members 
Entering Unmasked Estep 
Score: -14231344.000000 Penalty: 3816.561768
	Iteration 17Q: 3 clusters Score -1.423134e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 114468 members 
Entering Unmasked Estep 
Score: -14231704.000000 Penalty: 3816.561768
	Iteration 18Q: 3 clusters Score -1.42317e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 115576 members 
Entering Unmasked Estep 
Score: -14232109.000000 Penalty: 3816.561768
	Iteration 19Q: 3 clusters Score -1.423211e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 116560 members 
Entering Unmasked Estep 
Score: -14232435.000000 Penalty: 3816.561768
	Iteration 20F: 3 clusters Score -1.423244e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 117452 members 
Entering Unmasked Estep 
Score: -14232668.000000 Penalty: 3816.561768
	Iteration 21Q: 3 clusters Score -1.423267e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 118207 members 
Entering Unmasked Estep 
Score: -14232837.000000 Penalty: 3816.561768
	Iteration 22Q: 3 clusters Score -1.423284e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 118915 members 
Entering Unmasked Estep 
Score: -14233020.000000 Penalty: 3816.561768
	Iteration 23Q: 3 clusters Score -1.423302e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 119495 members 
Entering Unmasked Estep 
Score: -14233175.000000 Penalty: 3816.561768
	Iteration 24Q: 3 clusters Score -1.423318e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 119965 members 
Entering Unmasked Estep 
Score: -14233235.000000 Penalty: 3816.561768
	Iteration 25Q: 3 clusters Score -1.423324e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 120381 members 
Entering Unmasked Estep 
Score: -14233276.000000 Penalty: 3816.561768
	Iteration 26Q: 3 clusters Score -1.423328e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 120757 members 
Entering Unmasked Estep 
Score: -14233365.000000 Penalty: 3816.561768
	Iteration 27Q: 3 clusters Score -1.423336e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 121086 members 
Entering Unmasked Estep 
Score: -14233386.000000 Penalty: 3816.561768
	Iteration 28Q: 3 clusters Score -1.423339e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 121371 members 
Entering Unmasked Estep 
Score: -14233451.000000 Penalty: 3816.561768
	Iteration 29Q: 3 clusters Score -1.423345e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 121602 members 
Entering Unmasked Estep 
Score: -14233478.000000 Penalty: 3816.561768
	Iteration 30Q: 3 clusters Score -1.423348e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 121777 members 
Entering Unmasked Estep 
Score: -14233532.000000 Penalty: 3816.561768
	Iteration 31Q: 3 clusters Score -1.423353e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 121940 members 
Entering Unmasked Estep 
Score: -14233527.000000 Penalty: 3816.561768
	Iteration 32Q: 3 clusters Score -1.423353e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 122064 members 
Entering Unmasked Estep 
Score: -14233550.000000 Penalty: 3816.561768
	Iteration 33Q: 3 clusters Score -1.423355e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 122179 members 
Entering Unmasked Estep 
Score: -14233561.000000 Penalty: 3816.561768
	Iteration 34Q: 3 clusters Score -1.423356e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 122278 members 
Entering Unmasked Estep 
Score: -14233564.000000 Penalty: 3816.561768
	Iteration 35Q: 3 clusters Score -1.423356e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 122363 members 
Entering Unmasked Estep 
Score: -14233577.000000 Penalty: 3816.561768
	Iteration 36Q: 3 clusters Score -1.423358e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 122429 members 
Entering Unmasked Estep 
Score: -14233596.000000 Penalty: 3816.561768
	Iteration 37Q: 3 clusters Score -1.42336e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 122484 members 
Entering Unmasked Estep 
Score: -14233604.000000 Penalty: 3816.561768
	Iteration 38Q: 3 clusters Score -1.42336e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 122528 members 
Entering Unmasked Estep 
Score: -14233600.000000 Penalty: 3816.561768
	Iteration 39Q: 3 clusters Score -1.42336e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 122575 members 
Entering Unmasked Estep 
Score: -14233615.000000 Penalty: 3816.561768
	Iteration 40F: 3 clusters Score -1.423362e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 122612 members 
Entering Unmasked Estep 
Score: -14233625.000000 Penalty: 3816.561768
	Iteration 41Q: 3 clusters Score -1.423362e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 122649 members 
Entering Unmasked Estep 
Score: -14233628.000000 Penalty: 3816.561768
	Iteration 42Q: 3 clusters Score -1.423363e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 122685 members 
Entering Unmasked Estep 
Score: -14233607.000000 Penalty: 3816.561768
	Iteration 43Q: 3 clusters Score -1.423361e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 122720 members 
Entering Unmasked Estep 
Score: -14233607.000000 Penalty: 3816.561768
	Iteration 44Q: 3 clusters Score -1.423361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 122746 members 
Entering Unmasked Estep 
Score: -14233604.000000 Penalty: 3816.561768
	Iteration 45Q: 3 clusters Score -1.42336e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 122771 members 
Entering Unmasked Estep 
Score: -14233609.000000 Penalty: 3816.561768
	Iteration 46Q: 3 clusters Score -1.423361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 122786 members 
Entering Unmasked Estep 
Score: -14233619.000000 Penalty: 3816.561768
	Iteration 47Q: 3 clusters Score -1.423362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 122798 members 
Entering Unmasked Estep 
Score: -14233624.000000 Penalty: 3816.561768
	Iteration 48Q: 3 clusters Score -1.423362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 122811 members 
Entering Unmasked Estep 
Score: -14233616.000000 Penalty: 3816.561768
	Iteration 49Q: 3 clusters Score -1.423362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 122823 members 
Entering Unmasked Estep 
Score: -14233609.000000 Penalty: 3816.561768
	Iteration 50Q: 3 clusters Score -1.423361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 122833 members 
Entering Unmasked Estep 
Score: -14233614.000000 Penalty: 3816.561768
	Iteration 51Q: 3 clusters Score -1.423361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 122840 members 
Entering Unmasked Estep 
Score: -14233610.000000 Penalty: 3816.561768
	Iteration 52Q: 3 clusters Score -1.423361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 122848 members 
Entering Unmasked Estep 
Score: -14233615.000000 Penalty: 3816.561768
	Iteration 53Q: 3 clusters Score -1.423362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 122859 members 
Entering Unmasked Estep 
Score: -14233609.000000 Penalty: 3816.561768
	Iteration 54Q: 3 clusters Score -1.423361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 122868 members 
Entering Unmasked Estep 
Score: -14233608.000000 Penalty: 3816.561768
	Iteration 55Q: 3 clusters Score -1.423361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 122877 members 
Entering Unmasked Estep 
Score: -14233605.000000 Penalty: 3816.561768
	Iteration 56Q: 3 clusters Score -1.42336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 122884 members 
Entering Unmasked Estep 
Score: -14233602.000000 Penalty: 3816.561768
	Iteration 57Q: 3 clusters Score -1.42336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 122887 members 
Entering Unmasked Estep 
Score: -14233608.000000 Penalty: 3816.561768
	Iteration 58Q: 3 clusters Score -1.423361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 122890 members 
Entering Unmasked Estep 
Score: -14233607.000000 Penalty: 3816.561768
	Iteration 59Q: 3 clusters Score -1.423361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 122896 members 
Entering Unmasked Estep 
Score: -14233597.000000 Penalty: 3816.561768
	Iteration 60F: 3 clusters Score -1.42336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 122903 members 
Entering Unmasked Estep 
Score: -14233603.000000 Penalty: 3816.561768
	Iteration 61Q: 3 clusters Score -1.42336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 122906 members 
Entering Unmasked Estep 
Score: -14233608.000000 Penalty: 3816.561768
	Iteration 62Q: 3 clusters Score -1.423361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 122912 members 
Entering Unmasked Estep 
Score: -14233600.000000 Penalty: 3816.561768
	Iteration 63Q: 3 clusters Score -1.42336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 122918 members 
Entering Unmasked Estep 
Score: -14233610.000000 Penalty: 3816.561768
	Iteration 64Q: 3 clusters Score -1.423361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 122923 members 
Entering Unmasked Estep 
Score: -14233610.000000 Penalty: 3816.561768
	Iteration 65Q: 3 clusters Score -1.423361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 122927 members 
Entering Unmasked Estep 
Score: -14233607.000000 Penalty: 3816.561768
	Iteration 66Q: 3 clusters Score -1.423361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 122933 members 
Entering Unmasked Estep 
Score: -14233616.000000 Penalty: 3816.561768
	Iteration 67Q: 3 clusters Score -1.423362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 122940 members 
Entering Unmasked Estep 
Score: -14233625.000000 Penalty: 3816.561768
	Iteration 68Q: 3 clusters Score -1.423362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 122948 members 
Entering Unmasked Estep 
Score: -14233623.000000 Penalty: 3816.561768
	Iteration 69Q: 3 clusters Score -1.423362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 122951 members 
Entering Unmasked Estep 
Score: -14233622.000000 Penalty: 3816.561768
	Iteration 70Q: 3 clusters Score -1.423362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 122955 members 
Entering Unmasked Estep 
Score: -14233614.000000 Penalty: 3816.561768
	Iteration 71Q: 3 clusters Score -1.423361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 122959 members 
Entering Unmasked Estep 
Score: -14233619.000000 Penalty: 3816.561768
	Iteration 72Q: 3 clusters Score -1.423362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 122964 members 
Entering Unmasked Estep 
Score: -14233619.000000 Penalty: 3816.561768
	Iteration 73Q: 3 clusters Score -1.423362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 122970 members 
Entering Unmasked Estep 
Score: -14233620.000000 Penalty: 3816.561768
	Iteration 74Q: 3 clusters Score -1.423362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 122974 members 
Entering Unmasked Estep 
Score: -14233626.000000 Penalty: 3816.561768
	Iteration 75Q: 3 clusters Score -1.423363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 122980 members 
Entering Unmasked Estep 
Score: -14233622.000000 Penalty: 3816.561768
	Iteration 76Q: 3 clusters Score -1.423362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 122985 members 
Entering Unmasked Estep 
Score: -14233620.000000 Penalty: 3816.561768
	Iteration 77Q: 3 clusters Score -1.423362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 122988 members 
Entering Unmasked Estep 
Score: -14233627.000000 Penalty: 3816.561768
	Iteration 78Q: 3 clusters Score -1.423363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 122999 members 
Entering Unmasked Estep 
Score: -14233622.000000 Penalty: 3816.561768
	Iteration 79Q: 3 clusters Score -1.423362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 123008 members 
Entering Unmasked Estep 
Score: -14233617.000000 Penalty: 3816.561768
	Iteration 80F: 3 clusters Score -1.423362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 123021 members 
Entering Unmasked Estep 
Score: -14233613.000000 Penalty: 3816.561768
	Iteration 81Q: 3 clusters Score -1.423361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 123031 members 
Entering Unmasked Estep 
Score: -14233624.000000 Penalty: 3816.561768
	Iteration 82Q: 3 clusters Score -1.423362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -14233622.000000 Penalty: 3816.561768
	Iteration 83Q: 3 clusters Score -1.423362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 123037 members 
Entering Unmasked Estep 
Score: -14233615.000000 Penalty: 3816.561768
	Iteration 84Q: 3 clusters Score -1.423362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -14233627.000000 Penalty: 3816.561768
	Iteration 85Q: 3 clusters Score -1.423363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 123041 members 
Entering Unmasked Estep 
Score: -14233624.000000 Penalty: 3816.561768
	Iteration 86Q: 3 clusters Score -1.423362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 123041 members 
Entering Unmasked Estep 
Score: -14233624.000000 Penalty: 3816.561768
	Iteration 87F: 3 clusters Score -1.423362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Entering Unmasked Estep 
Score: -1757429.250000 Penalty: 1571.145508
	Iteration 0F: 2 clusters Score -1757429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1746423.125000 Penalty: 3142.291016
	Iteration 0F: 3 clusters Score -1746423 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1750308.125000 Penalty: 3142.291016
	Iteration 1F: 3 clusters Score -1750308 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1750544.625000 Penalty: 3142.291016
	Iteration 2Q: 3 clusters Score -1750545 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1750719.125000 Penalty: 3142.291016
	Iteration 3Q: 3 clusters Score -1750719 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1750886.625000 Penalty: 3142.291016
	Iteration 4Q: 3 clusters Score -1750887 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1751014.875000 Penalty: 3142.291016
	Iteration 5Q: 3 clusters Score -1751015 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1751129.500000 Penalty: 3142.291016
	Iteration 6Q: 3 clusters Score -1751130 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1751234.250000 Penalty: 3142.291016
	Iteration 7Q: 3 clusters Score -1751234 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1751335.500000 Penalty: 3142.291016
	Iteration 8Q: 3 clusters Score -1751336 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1751497.375000 Penalty: 3142.291016
	Iteration 9Q: 3 clusters Score -1751497 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1751717.125000 Penalty: 3142.291016
	Iteration 10Q: 3 clusters Score -1751717 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1752038.625000 Penalty: 3142.291016
	Iteration 11Q: 3 clusters Score -1752039 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1752429.000000 Penalty: 3142.291016
	Iteration 12Q: 3 clusters Score -1752429 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1752878.375000 Penalty: 3142.291016
	Iteration 13Q: 3 clusters Score -1752878 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1753329.750000 Penalty: 3142.291016
	Iteration 14Q: 3 clusters Score -1753330 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1753661.250000 Penalty: 3142.291016
	Iteration 15Q: 3 clusters Score -1753661 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1753895.250000 Penalty: 3142.291016
	Iteration 16Q: 3 clusters Score -1753895 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1754085.625000 Penalty: 3142.291016
	Iteration 17Q: 3 clusters Score -1754086 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1754252.625000 Penalty: 3142.291016
	Iteration 18Q: 3 clusters Score -1754253 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1754410.750000 Penalty: 3142.291016
	Iteration 19Q: 3 clusters Score -1754411 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1754569.250000 Penalty: 3142.291016
	Iteration 20F: 3 clusters Score -1754569 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1754721.000000 Penalty: 3142.291016
	Iteration 21Q: 3 clusters Score -1754721 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1754872.750000 Penalty: 3142.291016
	Iteration 22Q: 3 clusters Score -1754873 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1755016.125000 Penalty: 3142.291016
	Iteration 23Q: 3 clusters Score -1755016 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1755161.875000 Penalty: 3142.291016
	Iteration 24Q: 3 clusters Score -1755162 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1755309.750000 Penalty: 3142.291016
	Iteration 25Q: 3 clusters Score -1755310 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1755462.500000 Penalty: 3142.291016
	Iteration 26Q: 3 clusters Score -1755462 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1755603.500000 Penalty: 3142.291016
	Iteration 27Q: 3 clusters Score -1755604 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1755718.875000 Penalty: 3142.291016
	Iteration 28Q: 3 clusters Score -1755719 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1755798.875000 Penalty: 3142.291016
	Iteration 29Q: 3 clusters Score -1755799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1755863.500000 Penalty: 3142.291016
	Iteration 30Q: 3 clusters Score -1755864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1755920.125000 Penalty: 3142.291016
	Iteration 31Q: 3 clusters Score -1755920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1755958.625000 Penalty: 3142.291016
	Iteration 32Q: 3 clusters Score -1755959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1755988.000000 Penalty: 3142.291016
	Iteration 33Q: 3 clusters Score -1755988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1756007.375000 Penalty: 3142.291016
	Iteration 34Q: 3 clusters Score -1756007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1756023.625000 Penalty: 3142.291016
	Iteration 35Q: 3 clusters Score -1756024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1756028.875000 Penalty: 3142.291016
	Iteration 36Q: 3 clusters Score -1756029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1756030.000000 Penalty: 3142.291016
	Iteration 37Q: 3 clusters Score -1756030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1756037.000000 Penalty: 3142.291016
	Iteration 38Q: 3 clusters Score -1756037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1756039.250000 Penalty: 3142.291016
	Iteration 39Q: 3 clusters Score -1756039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1756043.250000 Penalty: 3142.291016
	Iteration 40F: 3 clusters Score -1756043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1756045.625000 Penalty: 3142.291016
	Iteration 41Q: 3 clusters Score -1756046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1756051.375000 Penalty: 3142.291016
	Iteration 42Q: 3 clusters Score -1756051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1756051.375000 Penalty: 3142.291016
	Iteration 43Q: 3 clusters Score -1756051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1756053.125000 Penalty: 3142.291016
	Iteration 44Q: 3 clusters Score -1756053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1756053.125000 Penalty: 3142.291016
	Iteration 45F: 3 clusters Score -1756053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -56833.316406 Penalty: 1021.474670
	Iteration 0F: 2 clusters Score -56833.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55731.074219 Penalty: 2042.949341
	Iteration 0F: 3 clusters Score -55731.07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55893.539062 Penalty: 2042.949341
	Iteration 1F: 3 clusters Score -55893.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55940.710938 Penalty: 2042.949341
	Iteration 2F: 3 clusters Score -55940.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55963.527344 Penalty: 2042.949341
	Iteration 3Q: 3 clusters Score -55963.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55977.750000 Penalty: 2042.949341
	Iteration 4Q: 3 clusters Score -55977.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55987.265625 Penalty: 2042.949341
	Iteration 5Q: 3 clusters Score -55987.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55992.203125 Penalty: 2042.949341
	Iteration 6Q: 3 clusters Score -55992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55994.109375 Penalty: 2042.949341
	Iteration 7Q: 3 clusters Score -55994.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55994.109375 Penalty: 2042.949341
	Iteration 8F: 3 clusters Score -55994.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Entering Unmasked Estep 
Score: -4273639.500000 Penalty: 1716.441284
	Iteration 0F: 2 clusters Score -4273640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -4247795.000000 Penalty: 3432.882568
	Iteration 0F: 3 clusters Score -4247795 nChanged 18001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4257822.500000 Penalty: 3432.882568
	Iteration 1F: 3 clusters Score -4257822 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -4258346.500000 Penalty: 3432.882568
	Iteration 2Q: 3 clusters Score -4258346 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -4258922.000000 Penalty: 3432.882568
	Iteration 3Q: 3 clusters Score -4258922 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -4259610.000000 Penalty: 3432.882568
	Iteration 4Q: 3 clusters Score -4259610 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4260547.000000 Penalty: 3432.882568
	Iteration 5Q: 3 clusters Score -4260547 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -4261686.500000 Penalty: 3432.882568
	Iteration 6Q: 3 clusters Score -4261686 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -4263131.000000 Penalty: 3432.882568
	Iteration 7F: 3 clusters Score -4263131 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -4264479.500000 Penalty: 3432.882568
	Iteration 8F: 3 clusters Score -4264480 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -4265550.500000 Penalty: 3432.882568
	Iteration 9F: 3 clusters Score -4265550 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -4266271.500000 Penalty: 3432.882568
	Iteration 10Q: 3 clusters Score -4266272 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -4266741.500000 Penalty: 3432.882568
	Iteration 11Q: 3 clusters Score -4266742 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -4267042.000000 Penalty: 3432.882568
	Iteration 12Q: 3 clusters Score -4267042 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4267298.000000 Penalty: 3432.882568
	Iteration 13Q: 3 clusters Score -4267298 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -4267518.000000 Penalty: 3432.882568
	Iteration 14Q: 3 clusters Score -4267518 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -4267706.500000 Penalty: 3432.882568
	Iteration 15Q: 3 clusters Score -4267706 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -4267915.000000 Penalty: 3432.882568
	Iteration 16Q: 3 clusters Score -4267915 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -4268108.000000 Penalty: 3432.882568
	Iteration 17Q: 3 clusters Score -4268108 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -4268349.500000 Penalty: 3432.882568
	Iteration 18Q: 3 clusters Score -4268350 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -4268543.000000 Penalty: 3432.882568
	Iteration 19Q: 3 clusters Score -4268543 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -4268734.500000 Penalty: 3432.882568
	Iteration 20F: 3 clusters Score -4268734 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -4268952.500000 Penalty: 3432.882568
	Iteration 21Q: 3 clusters Score -4268952 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -4269182.500000 Penalty: 3432.882568
	Iteration 22Q: 3 clusters Score -4269182 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -4269443.000000 Penalty: 3432.882568
	Iteration 23Q: 3 clusters Score -4269443 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -4269674.000000 Penalty: 3432.882568
	Iteration 24Q: 3 clusters Score -4269674 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -4269916.500000 Penalty: 3432.882568
	Iteration 25Q: 3 clusters Score -4269916 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -4270146.500000 Penalty: 3432.882568
	Iteration 26Q: 3 clusters Score -4270146 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4270404.500000 Penalty: 3432.882568
	Iteration 27Q: 3 clusters Score -4270404 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -4270610.500000 Penalty: 3432.882568
	Iteration 28Q: 3 clusters Score -4270610 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4270846.500000 Penalty: 3432.882568
	Iteration 29Q: 3 clusters Score -4270846 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -4271047.500000 Penalty: 3432.882568
	Iteration 30Q: 3 clusters Score -4271048 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4271222.000000 Penalty: 3432.882568
	Iteration 31Q: 3 clusters Score -4271222 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -4271412.000000 Penalty: 3432.882568
	Iteration 32Q: 3 clusters Score -4271412 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -4271568.000000 Penalty: 3432.882568
	Iteration 33Q: 3 clusters Score -4271568 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -4271683.500000 Penalty: 3432.882568
	Iteration 34Q: 3 clusters Score -4271684 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -4271784.500000 Penalty: 3432.882568
	Iteration 35Q: 3 clusters Score -4271784 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -4271879.500000 Penalty: 3432.882568
	Iteration 36Q: 3 clusters Score -4271880 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -4271967.000000 Penalty: 3432.882568
	Iteration 37Q: 3 clusters Score -4271967 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -4272040.000000 Penalty: 3432.882568
	Iteration 38Q: 3 clusters Score -4272040 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -4272120.500000 Penalty: 3432.882568
	Iteration 39Q: 3 clusters Score -4272120 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -4272199.500000 Penalty: 3432.882568
	Iteration 40F: 3 clusters Score -4272200 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -4272259.000000 Penalty: 3432.882568
	Iteration 41Q: 3 clusters Score -4272259 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -4272317.000000 Penalty: 3432.882568
	Iteration 42Q: 3 clusters Score -4272317 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -4272363.000000 Penalty: 3432.882568
	Iteration 43Q: 3 clusters Score -4272363 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -4272388.500000 Penalty: 3432.882568
	Iteration 44Q: 3 clusters Score -4272388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -4272418.000000 Penalty: 3432.882568
	Iteration 45Q: 3 clusters Score -4272418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -4272448.000000 Penalty: 3432.882568
	Iteration 46Q: 3 clusters Score -4272448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -4272459.500000 Penalty: 3432.882568
	Iteration 47Q: 3 clusters Score -4272460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -4272479.500000 Penalty: 3432.882568
	Iteration 48Q: 3 clusters Score -4272480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -4272505.000000 Penalty: 3432.882568
	Iteration 49Q: 3 clusters Score -4272505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -4272521.500000 Penalty: 3432.882568
	Iteration 50Q: 3 clusters Score -4272522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -4272527.500000 Penalty: 3432.882568
	Iteration 51Q: 3 clusters Score -4272528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -4272531.500000 Penalty: 3432.882568
	Iteration 52Q: 3 clusters Score -4272532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -4272542.000000 Penalty: 3432.882568
	Iteration 53Q: 3 clusters Score -4272542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -4272549.500000 Penalty: 3432.882568
	Iteration 54Q: 3 clusters Score -4272550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -4272555.000000 Penalty: 3432.882568
	Iteration 55Q: 3 clusters Score -4272555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -4272567.000000 Penalty: 3432.882568
	Iteration 56Q: 3 clusters Score -4272567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -4272568.500000 Penalty: 3432.882568
	Iteration 57Q: 3 clusters Score -4272568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -4272575.000000 Penalty: 3432.882568
	Iteration 58Q: 3 clusters Score -4272575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -4272581.500000 Penalty: 3432.882568
	Iteration 59Q: 3 clusters Score -4272582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -4272588.000000 Penalty: 3432.882568
	Iteration 60F: 3 clusters Score -4272588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -4272599.000000 Penalty: 3432.882568
	Iteration 61Q: 3 clusters Score -4272599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -4272605.000000 Penalty: 3432.882568
	Iteration 62Q: 3 clusters Score -4272605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -4272611.000000 Penalty: 3432.882568
	Iteration 63Q: 3 clusters Score -4272611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -4272615.500000 Penalty: 3432.882568
	Iteration 64Q: 3 clusters Score -4272616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -4272618.500000 Penalty: 3432.882568
	Iteration 65Q: 3 clusters Score -4272618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -4272620.000000 Penalty: 3432.882568
	Iteration 66Q: 3 clusters Score -4272620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -4272621.000000 Penalty: 3432.882568
	Iteration 67Q: 3 clusters Score -4272621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -4272625.000000 Penalty: 3432.882568
	Iteration 68Q: 3 clusters Score -4272625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -4272624.500000 Penalty: 3432.882568
	Iteration 69Q: 3 clusters Score -4272624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -4272633.500000 Penalty: 3432.882568
	Iteration 70Q: 3 clusters Score -4272634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -4272631.500000 Penalty: 3432.882568
	Iteration 71Q: 3 clusters Score -4272632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -4272636.000000 Penalty: 3432.882568
	Iteration 72Q: 3 clusters Score -4272636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -4272638.000000 Penalty: 3432.882568
	Iteration 73Q: 3 clusters Score -4272638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -4272641.000000 Penalty: 3432.882568
	Iteration 74Q: 3 clusters Score -4272641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -4272645.000000 Penalty: 3432.882568
	Iteration 75Q: 3 clusters Score -4272645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -4272647.000000 Penalty: 3432.882568
	Iteration 76Q: 3 clusters Score -4272647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -4272650.500000 Penalty: 3432.882568
	Iteration 77Q: 3 clusters Score -4272650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -4272650.500000 Penalty: 3432.882568
	Iteration 78Q: 3 clusters Score -4272650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -4272656.000000 Penalty: 3432.882568
	Iteration 79Q: 3 clusters Score -4272656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -4272658.000000 Penalty: 3432.882568
	Iteration 80F: 3 clusters Score -4272658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -4272656.500000 Penalty: 3432.882568
	Iteration 81Q: 3 clusters Score -4272656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -4272661.000000 Penalty: 3432.882568
	Iteration 82Q: 3 clusters Score -4272661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -4272655.500000 Penalty: 3432.882568
	Iteration 83Q: 3 clusters Score -4272656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -4272668.000000 Penalty: 3432.882568
	Iteration 84Q: 3 clusters Score -4272668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -4272671.500000 Penalty: 3432.882568
	Iteration 85Q: 3 clusters Score -4272672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -4272674.000000 Penalty: 3432.882568
	Iteration 86Q: 3 clusters Score -4272674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -4272673.500000 Penalty: 3432.882568
	Iteration 87Q: 3 clusters Score -4272674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -4272674.000000 Penalty: 3432.882568
	Iteration 88Q: 3 clusters Score -4272674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -4272676.000000 Penalty: 3432.882568
	Iteration 89Q: 3 clusters Score -4272676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -4272675.000000 Penalty: 3432.882568
	Iteration 90Q: 3 clusters Score -4272675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -4272675.500000 Penalty: 3432.882568
	Iteration 91Q: 3 clusters Score -4272676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -4272675.500000 Penalty: 3432.882568
	Iteration 92F: 3 clusters Score -4272676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -261149.093750 Penalty: 1268.190796
	Iteration 0F: 2 clusters Score -261149.1 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 1250 members 
Entering Unmasked Estep 
Score: -258806.593750 Penalty: 2536.381592
	Iteration 0F: 3 clusters Score -258806.6 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -259400.296875 Penalty: 2536.381592
	Iteration 1F: 3 clusters Score -259400.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -259580.015625 Penalty: 2536.381592
	Iteration 2F: 3 clusters Score -259580 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -259772.859375 Penalty: 2536.381592
	Iteration 3F: 3 clusters Score -259772.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -260044.078125 Penalty: 2536.381592
	Iteration 4F: 3 clusters Score -260044.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -260321.843750 Penalty: 2536.381592
	Iteration 5F: 3 clusters Score -260321.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -260532.468750 Penalty: 2536.381592
	Iteration 6F: 3 clusters Score -260532.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -260660.781250 Penalty: 2536.381592
	Iteration 7F: 3 clusters Score -260660.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -260709.437500 Penalty: 2536.381592
	Iteration 8Q: 3 clusters Score -260709.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -260735.812500 Penalty: 2536.381592
	Iteration 9Q: 3 clusters Score -260735.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -260745.875000 Penalty: 2536.381592
	Iteration 10Q: 3 clusters Score -260745.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -260750.843750 Penalty: 2536.381592
	Iteration 11Q: 3 clusters Score -260750.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -260756.656250 Penalty: 2536.381592
	Iteration 12Q: 3 clusters Score -260756.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -260758.406250 Penalty: 2536.381592
	Iteration 13Q: 3 clusters Score -260758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -260758.984375 Penalty: 2536.381592
	Iteration 14Q: 3 clusters Score -260759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -260759.250000 Penalty: 2536.381592
	Iteration 15Q: 3 clusters Score -260759.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -260759.250000 Penalty: 2536.381592
	Iteration 16F: 3 clusters Score -260759.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -52717.304688 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -52717.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51658.417969 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -51658.42 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51830.746094 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -51830.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51880.179688 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -51880.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51914.445312 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -51914.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51924.695312 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -51924.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51930.386719 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -51930.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51935.726562 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -51935.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51940.152344 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -51940.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51940.765625 Penalty: 2013.181763
	Iteration 8Q: 3 clusters Score -51940.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51940.765625 Penalty: 2013.181763
	Iteration 9F: 3 clusters Score -51940.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Entering Unmasked Estep 
Score: -419023.156250 Penalty: 1335.158203
	Iteration 0F: 2 clusters Score -419023.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -415868.750000 Penalty: 2670.316406
	Iteration 0F: 3 clusters Score -415868.8 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -416673.093750 Penalty: 2670.316406
	Iteration 1F: 3 clusters Score -416673.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -416869.281250 Penalty: 2670.316406
	Iteration 2F: 3 clusters Score -416869.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -417042.218750 Penalty: 2670.316406
	Iteration 3F: 3 clusters Score -417042.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -417172.812500 Penalty: 2670.316406
	Iteration 4F: 3 clusters Score -417172.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -417285.250000 Penalty: 2670.316406
	Iteration 5Q: 3 clusters Score -417285.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -417424.312500 Penalty: 2670.316406
	Iteration 6Q: 3 clusters Score -417424.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -417568.718750 Penalty: 2670.316406
	Iteration 7Q: 3 clusters Score -417568.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -417705.843750 Penalty: 2670.316406
	Iteration 8Q: 3 clusters Score -417705.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -417819.625000 Penalty: 2670.316406
	Iteration 9Q: 3 clusters Score -417819.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -417927.500000 Penalty: 2670.316406
	Iteration 10Q: 3 clusters Score -417927.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -418014.125000 Penalty: 2670.316406
	Iteration 11Q: 3 clusters Score -418014.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -418097.750000 Penalty: 2670.316406
	Iteration 12Q: 3 clusters Score -418097.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -418177.468750 Penalty: 2670.316406
	Iteration 13Q: 3 clusters Score -418177.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -418232.031250 Penalty: 2670.316406
	Iteration 14Q: 3 clusters Score -418232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -418265.656250 Penalty: 2670.316406
	Iteration 15Q: 3 clusters Score -418265.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -418284.593750 Penalty: 2670.316406
	Iteration 16Q: 3 clusters Score -418284.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -418296.687500 Penalty: 2670.316406
	Iteration 17Q: 3 clusters Score -418296.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -418306.031250 Penalty: 2670.316406
	Iteration 18Q: 3 clusters Score -418306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -418314.875000 Penalty: 2670.316406
	Iteration 19Q: 3 clusters Score -418314.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -418325.562500 Penalty: 2670.316406
	Iteration 20F: 3 clusters Score -418325.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -418332.593750 Penalty: 2670.316406
	Iteration 21Q: 3 clusters Score -418332.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -418341.593750 Penalty: 2670.316406
	Iteration 22Q: 3 clusters Score -418341.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -418346.281250 Penalty: 2670.316406
	Iteration 23Q: 3 clusters Score -418346.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -418350.531250 Penalty: 2670.316406
	Iteration 24Q: 3 clusters Score -418350.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -418352.781250 Penalty: 2670.316406
	Iteration 25Q: 3 clusters Score -418352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -418356.312500 Penalty: 2670.316406
	Iteration 26Q: 3 clusters Score -418356.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -418358.093750 Penalty: 2670.316406
	Iteration 27Q: 3 clusters Score -418358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -418359.437500 Penalty: 2670.316406
	Iteration 28Q: 3 clusters Score -418359.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -418359.437500 Penalty: 2670.316406
	Iteration 29F: 3 clusters Score -418359.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Entering Unmasked Estep 
Score: -1143287.000000 Penalty: 1494.915771
	Iteration 0F: 2 clusters Score -1143287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1136193.125000 Penalty: 2989.831543
	Iteration 0F: 3 clusters Score -1136193 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1138463.875000 Penalty: 2989.831543
	Iteration 1F: 3 clusters Score -1138464 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1138675.750000 Penalty: 2989.831543
	Iteration 2F: 3 clusters Score -1138676 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1138860.000000 Penalty: 2989.831543
	Iteration 3Q: 3 clusters Score -1138860 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1139007.250000 Penalty: 2989.831543
	Iteration 4Q: 3 clusters Score -1139007 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1139138.000000 Penalty: 2989.831543
	Iteration 5Q: 3 clusters Score -1139138 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1139263.250000 Penalty: 2989.831543
	Iteration 6Q: 3 clusters Score -1139263 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1139397.375000 Penalty: 2989.831543
	Iteration 7Q: 3 clusters Score -1139397 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1139532.625000 Penalty: 2989.831543
	Iteration 8Q: 3 clusters Score -1139533 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1139665.250000 Penalty: 2989.831543
	Iteration 9Q: 3 clusters Score -1139665 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1139845.375000 Penalty: 2989.831543
	Iteration 10Q: 3 clusters Score -1139845 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1140098.250000 Penalty: 2989.831543
	Iteration 11Q: 3 clusters Score -1140098 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1140399.625000 Penalty: 2989.831543
	Iteration 12Q: 3 clusters Score -1140400 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1140741.500000 Penalty: 2989.831543
	Iteration 13Q: 3 clusters Score -1140742 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1141056.375000 Penalty: 2989.831543
	Iteration 14Q: 3 clusters Score -1141056 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1141257.625000 Penalty: 2989.831543
	Iteration 15Q: 3 clusters Score -1141258 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1141397.375000 Penalty: 2989.831543
	Iteration 16Q: 3 clusters Score -1141397 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1141478.625000 Penalty: 2989.831543
	Iteration 17Q: 3 clusters Score -1141479 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1141529.125000 Penalty: 2989.831543
	Iteration 18Q: 3 clusters Score -1141529 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1141569.750000 Penalty: 2989.831543
	Iteration 19Q: 3 clusters Score -1141570 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1141603.625000 Penalty: 2989.831543
	Iteration 20F: 3 clusters Score -1141604 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1141633.875000 Penalty: 2989.831543
	Iteration 21Q: 3 clusters Score -1141634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1141660.625000 Penalty: 2989.831543
	Iteration 22Q: 3 clusters Score -1141661 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1141685.750000 Penalty: 2989.831543
	Iteration 23Q: 3 clusters Score -1141686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1141702.500000 Penalty: 2989.831543
	Iteration 24Q: 3 clusters Score -1141702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1141710.375000 Penalty: 2989.831543
	Iteration 25Q: 3 clusters Score -1141710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1141723.125000 Penalty: 2989.831543
	Iteration 26Q: 3 clusters Score -1141723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1141731.000000 Penalty: 2989.831543
	Iteration 27Q: 3 clusters Score -1141731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1141742.875000 Penalty: 2989.831543
	Iteration 28Q: 3 clusters Score -1141743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1141753.000000 Penalty: 2989.831543
	Iteration 29Q: 3 clusters Score -1141753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1141763.875000 Penalty: 2989.831543
	Iteration 30Q: 3 clusters Score -1141764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1141775.125000 Penalty: 2989.831543
	Iteration 31Q: 3 clusters Score -1141775 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1141787.375000 Penalty: 2989.831543
	Iteration 32Q: 3 clusters Score -1141787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1141800.750000 Penalty: 2989.831543
	Iteration 33Q: 3 clusters Score -1141801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1141806.250000 Penalty: 2989.831543
	Iteration 34Q: 3 clusters Score -1141806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1141812.625000 Penalty: 2989.831543
	Iteration 35Q: 3 clusters Score -1141813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1141821.375000 Penalty: 2989.831543
	Iteration 36Q: 3 clusters Score -1141821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1141826.875000 Penalty: 2989.831543
	Iteration 37Q: 3 clusters Score -1141827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1141834.125000 Penalty: 2989.831543
	Iteration 38Q: 3 clusters Score -1141834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1141842.250000 Penalty: 2989.831543
	Iteration 39Q: 3 clusters Score -1141842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1141845.375000 Penalty: 2989.831543
	Iteration 40F: 3 clusters Score -1141845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1141847.875000 Penalty: 2989.831543
	Iteration 41Q: 3 clusters Score -1141848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1141851.250000 Penalty: 2989.831543
	Iteration 42Q: 3 clusters Score -1141851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1141855.500000 Penalty: 2989.831543
	Iteration 43Q: 3 clusters Score -1141856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1141858.500000 Penalty: 2989.831543
	Iteration 44Q: 3 clusters Score -1141858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1141859.500000 Penalty: 2989.831543
	Iteration 45Q: 3 clusters Score -1141860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1141863.250000 Penalty: 2989.831543
	Iteration 46Q: 3 clusters Score -1141863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1141864.500000 Penalty: 2989.831543
	Iteration 47Q: 3 clusters Score -1141864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1141869.125000 Penalty: 2989.831543
	Iteration 48Q: 3 clusters Score -1141869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1141870.625000 Penalty: 2989.831543
	Iteration 49Q: 3 clusters Score -1141871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1141870.500000 Penalty: 2989.831543
	Iteration 50Q: 3 clusters Score -1141870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1141873.875000 Penalty: 2989.831543
	Iteration 51Q: 3 clusters Score -1141874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1141872.875000 Penalty: 2989.831543
	Iteration 52Q: 3 clusters Score -1141873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1141874.625000 Penalty: 2989.831543
	Iteration 53Q: 3 clusters Score -1141875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1141879.500000 Penalty: 2989.831543
	Iteration 54Q: 3 clusters Score -1141880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1141887.125000 Penalty: 2989.831543
	Iteration 55Q: 3 clusters Score -1141887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1141894.875000 Penalty: 2989.831543
	Iteration 56Q: 3 clusters Score -1141895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1141901.500000 Penalty: 2989.831543
	Iteration 57Q: 3 clusters Score -1141902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1141908.125000 Penalty: 2989.831543
	Iteration 58Q: 3 clusters Score -1141908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1141913.875000 Penalty: 2989.831543
	Iteration 59Q: 3 clusters Score -1141914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1141917.625000 Penalty: 2989.831543
	Iteration 60F: 3 clusters Score -1141918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1141922.750000 Penalty: 2989.831543
	Iteration 61Q: 3 clusters Score -1141923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1141925.875000 Penalty: 2989.831543
	Iteration 62Q: 3 clusters Score -1141926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1141930.000000 Penalty: 2989.831543
	Iteration 63Q: 3 clusters Score -1141930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1141936.125000 Penalty: 2989.831543
	Iteration 64Q: 3 clusters Score -1141936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1141939.125000 Penalty: 2989.831543
	Iteration 65Q: 3 clusters Score -1141939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1141940.625000 Penalty: 2989.831543
	Iteration 66Q: 3 clusters Score -1141941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1141945.750000 Penalty: 2989.831543
	Iteration 67Q: 3 clusters Score -1141946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1141945.000000 Penalty: 2989.831543
	Iteration 68Q: 3 clusters Score -1141945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1141947.250000 Penalty: 2989.831543
	Iteration 69Q: 3 clusters Score -1141947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1141949.500000 Penalty: 2989.831543
	Iteration 70Q: 3 clusters Score -1141950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1141948.000000 Penalty: 2989.831543
	Iteration 71Q: 3 clusters Score -1141948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1141949.375000 Penalty: 2989.831543
	Iteration 72Q: 3 clusters Score -1141949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1141949.375000 Penalty: 2989.831543
	Iteration 73Q: 3 clusters Score -1141949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1141950.250000 Penalty: 2989.831543
	Iteration 74Q: 3 clusters Score -1141950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1141955.000000 Penalty: 2989.831543
	Iteration 75Q: 3 clusters Score -1141955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1141956.250000 Penalty: 2989.831543
	Iteration 76Q: 3 clusters Score -1141956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1141958.250000 Penalty: 2989.831543
	Iteration 77Q: 3 clusters Score -1141958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1141958.250000 Penalty: 2989.831543
	Iteration 78Q: 3 clusters Score -1141958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1141958.250000 Penalty: 2989.831543
	Iteration 79F: 3 clusters Score -1141958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Entering Unmasked Estep 
Score: -2538277.750000 Penalty: 1625.018799
	Iteration 0F: 2 clusters Score -2538278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2523458.500000 Penalty: 3250.037598
	Iteration 0F: 3 clusters Score -2523458 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2528731.500000 Penalty: 3250.037598
	Iteration 1F: 3 clusters Score -2528732 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2529148.000000 Penalty: 3250.037598
	Iteration 2F: 3 clusters Score -2529148 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2529559.000000 Penalty: 3250.037598
	Iteration 3Q: 3 clusters Score -2529559 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2529970.500000 Penalty: 3250.037598
	Iteration 4Q: 3 clusters Score -2529970 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2530406.250000 Penalty: 3250.037598
	Iteration 5Q: 3 clusters Score -2530406 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2530823.250000 Penalty: 3250.037598
	Iteration 6Q: 3 clusters Score -2530823 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2531269.750000 Penalty: 3250.037598
	Iteration 7Q: 3 clusters Score -2531270 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2531732.750000 Penalty: 3250.037598
	Iteration 8Q: 3 clusters Score -2531733 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2532310.250000 Penalty: 3250.037598
	Iteration 9Q: 3 clusters Score -2532310 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2532936.500000 Penalty: 3250.037598
	Iteration 10Q: 3 clusters Score -2532936 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2533455.750000 Penalty: 3250.037598
	Iteration 11Q: 3 clusters Score -2533456 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2533813.750000 Penalty: 3250.037598
	Iteration 12Q: 3 clusters Score -2533814 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2534011.000000 Penalty: 3250.037598
	Iteration 13Q: 3 clusters Score -2534011 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2534150.500000 Penalty: 3250.037598
	Iteration 14Q: 3 clusters Score -2534150 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2534289.250000 Penalty: 3250.037598
	Iteration 15Q: 3 clusters Score -2534289 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2534387.500000 Penalty: 3250.037598
	Iteration 16Q: 3 clusters Score -2534388 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2534476.500000 Penalty: 3250.037598
	Iteration 17Q: 3 clusters Score -2534476 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2534574.000000 Penalty: 3250.037598
	Iteration 18Q: 3 clusters Score -2534574 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2534654.250000 Penalty: 3250.037598
	Iteration 19Q: 3 clusters Score -2534654 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2534758.500000 Penalty: 3250.037598
	Iteration 20F: 3 clusters Score -2534758 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2534859.750000 Penalty: 3250.037598
	Iteration 21Q: 3 clusters Score -2534860 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2534972.500000 Penalty: 3250.037598
	Iteration 22Q: 3 clusters Score -2534972 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2535076.750000 Penalty: 3250.037598
	Iteration 23Q: 3 clusters Score -2535077 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2535185.000000 Penalty: 3250.037598
	Iteration 24Q: 3 clusters Score -2535185 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2535297.500000 Penalty: 3250.037598
	Iteration 25Q: 3 clusters Score -2535298 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2535403.750000 Penalty: 3250.037598
	Iteration 26Q: 3 clusters Score -2535404 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2535496.500000 Penalty: 3250.037598
	Iteration 27Q: 3 clusters Score -2535496 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2535603.250000 Penalty: 3250.037598
	Iteration 28Q: 3 clusters Score -2535603 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2535697.250000 Penalty: 3250.037598
	Iteration 29Q: 3 clusters Score -2535697 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2535783.250000 Penalty: 3250.037598
	Iteration 30Q: 3 clusters Score -2535783 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2535877.500000 Penalty: 3250.037598
	Iteration 31Q: 3 clusters Score -2535878 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2535951.750000 Penalty: 3250.037598
	Iteration 32Q: 3 clusters Score -2535952 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2536006.500000 Penalty: 3250.037598
	Iteration 33Q: 3 clusters Score -2536006 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2536057.000000 Penalty: 3250.037598
	Iteration 34Q: 3 clusters Score -2536057 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2536097.750000 Penalty: 3250.037598
	Iteration 35Q: 3 clusters Score -2536098 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2536146.500000 Penalty: 3250.037598
	Iteration 36Q: 3 clusters Score -2536146 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2536200.250000 Penalty: 3250.037598
	Iteration 37Q: 3 clusters Score -2536200 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2536239.250000 Penalty: 3250.037598
	Iteration 38Q: 3 clusters Score -2536239 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2536273.750000 Penalty: 3250.037598
	Iteration 39Q: 3 clusters Score -2536274 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2536313.750000 Penalty: 3250.037598
	Iteration 40F: 3 clusters Score -2536314 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2536337.000000 Penalty: 3250.037598
	Iteration 41Q: 3 clusters Score -2536337 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2536356.500000 Penalty: 3250.037598
	Iteration 42Q: 3 clusters Score -2536356 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2536397.000000 Penalty: 3250.037598
	Iteration 43Q: 3 clusters Score -2536397 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2536421.000000 Penalty: 3250.037598
	Iteration 44Q: 3 clusters Score -2536421 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2536450.750000 Penalty: 3250.037598
	Iteration 45Q: 3 clusters Score -2536451 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2536471.000000 Penalty: 3250.037598
	Iteration 46Q: 3 clusters Score -2536471 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2536498.000000 Penalty: 3250.037598
	Iteration 47Q: 3 clusters Score -2536498 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2536513.750000 Penalty: 3250.037598
	Iteration 48Q: 3 clusters Score -2536514 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2536530.250000 Penalty: 3250.037598
	Iteration 49Q: 3 clusters Score -2536530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2536551.500000 Penalty: 3250.037598
	Iteration 50Q: 3 clusters Score -2536552 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2536575.500000 Penalty: 3250.037598
	Iteration 51Q: 3 clusters Score -2536576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2536587.750000 Penalty: 3250.037598
	Iteration 52Q: 3 clusters Score -2536588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2536602.750000 Penalty: 3250.037598
	Iteration 53Q: 3 clusters Score -2536603 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2536621.750000 Penalty: 3250.037598
	Iteration 54Q: 3 clusters Score -2536622 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2536640.500000 Penalty: 3250.037598
	Iteration 55Q: 3 clusters Score -2536640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2536653.750000 Penalty: 3250.037598
	Iteration 56Q: 3 clusters Score -2536654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2536661.750000 Penalty: 3250.037598
	Iteration 57Q: 3 clusters Score -2536662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2536674.750000 Penalty: 3250.037598
	Iteration 58Q: 3 clusters Score -2536675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2536678.750000 Penalty: 3250.037598
	Iteration 59Q: 3 clusters Score -2536679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2536685.500000 Penalty: 3250.037598
	Iteration 60F: 3 clusters Score -2536686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2536695.750000 Penalty: 3250.037598
	Iteration 61Q: 3 clusters Score -2536696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2536705.250000 Penalty: 3250.037598
	Iteration 62Q: 3 clusters Score -2536705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2536717.500000 Penalty: 3250.037598
	Iteration 63Q: 3 clusters Score -2536718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2536718.750000 Penalty: 3250.037598
	Iteration 64Q: 3 clusters Score -2536719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2536729.250000 Penalty: 3250.037598
	Iteration 65Q: 3 clusters Score -2536729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2536732.000000 Penalty: 3250.037598
	Iteration 66Q: 3 clusters Score -2536732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2536739.500000 Penalty: 3250.037598
	Iteration 67Q: 3 clusters Score -2536740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2536740.500000 Penalty: 3250.037598
	Iteration 68Q: 3 clusters Score -2536740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2536746.500000 Penalty: 3250.037598
	Iteration 69Q: 3 clusters Score -2536746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2536760.250000 Penalty: 3250.037598
	Iteration 70Q: 3 clusters Score -2536760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2536772.250000 Penalty: 3250.037598
	Iteration 71Q: 3 clusters Score -2536772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2536779.750000 Penalty: 3250.037598
	Iteration 72Q: 3 clusters Score -2536780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2536779.250000 Penalty: 3250.037598
	Iteration 73Q: 3 clusters Score -2536779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2536783.500000 Penalty: 3250.037598
	Iteration 74Q: 3 clusters Score -2536784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2536788.250000 Penalty: 3250.037598
	Iteration 75Q: 3 clusters Score -2536788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2536793.000000 Penalty: 3250.037598
	Iteration 76Q: 3 clusters Score -2536793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2536800.000000 Penalty: 3250.037598
	Iteration 77Q: 3 clusters Score -2536800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2536803.750000 Penalty: 3250.037598
	Iteration 78Q: 3 clusters Score -2536804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2536819.500000 Penalty: 3250.037598
	Iteration 79Q: 3 clusters Score -2536820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2536830.000000 Penalty: 3250.037598
	Iteration 80F: 3 clusters Score -2536830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2536840.500000 Penalty: 3250.037598
	Iteration 81Q: 3 clusters Score -2536840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2536851.000000 Penalty: 3250.037598
	Iteration 82Q: 3 clusters Score -2536851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2536861.500000 Penalty: 3250.037598
	Iteration 83Q: 3 clusters Score -2536862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2536869.750000 Penalty: 3250.037598
	Iteration 84Q: 3 clusters Score -2536870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2536874.250000 Penalty: 3250.037598
	Iteration 85Q: 3 clusters Score -2536874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2536883.250000 Penalty: 3250.037598
	Iteration 86Q: 3 clusters Score -2536883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2536896.250000 Penalty: 3250.037598
	Iteration 87Q: 3 clusters Score -2536896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2536901.500000 Penalty: 3250.037598
	Iteration 88Q: 3 clusters Score -2536902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2536911.500000 Penalty: 3250.037598
	Iteration 89Q: 3 clusters Score -2536912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2536918.500000 Penalty: 3250.037598
	Iteration 90Q: 3 clusters Score -2536918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2536923.500000 Penalty: 3250.037598
	Iteration 91Q: 3 clusters Score -2536924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2536925.250000 Penalty: 3250.037598
	Iteration 92Q: 3 clusters Score -2536925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2536930.500000 Penalty: 3250.037598
	Iteration 93Q: 3 clusters Score -2536930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2536927.000000 Penalty: 3250.037598
	Iteration 94Q: 3 clusters Score -2536927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2536930.000000 Penalty: 3250.037598
	Iteration 95Q: 3 clusters Score -2536930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2536924.750000 Penalty: 3250.037598
	Iteration 96Q: 3 clusters Score -2536925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2536930.250000 Penalty: 3250.037598
	Iteration 97Q: 3 clusters Score -2536930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2536935.750000 Penalty: 3250.037598
	Iteration 98Q: 3 clusters Score -2536936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2536939.750000 Penalty: 3250.037598
	Iteration 99Q: 3 clusters Score -2536940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2536940.250000 Penalty: 3250.037598
	Iteration 100F: 3 clusters Score -2536940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2536947.250000 Penalty: 3250.037598
	Iteration 101Q: 3 clusters Score -2536947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2536948.000000 Penalty: 3250.037598
	Iteration 102Q: 3 clusters Score -2536948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2536947.250000 Penalty: 3250.037598
	Iteration 103Q: 3 clusters Score -2536947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2536947.750000 Penalty: 3250.037598
	Iteration 104Q: 3 clusters Score -2536948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2536946.500000 Penalty: 3250.037598
	Iteration 105Q: 3 clusters Score -2536946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2536947.500000 Penalty: 3250.037598
	Iteration 106Q: 3 clusters Score -2536948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2536946.750000 Penalty: 3250.037598
	Iteration 107Q: 3 clusters Score -2536947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2536949.500000 Penalty: 3250.037598
	Iteration 108Q: 3 clusters Score -2536950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2536951.250000 Penalty: 3250.037598
	Iteration 109Q: 3 clusters Score -2536951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2536951.250000 Penalty: 3250.037598
	Iteration 110F: 3 clusters Score -2536951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Entering Unmasked Estep 
Score: -1555357.875000 Penalty: 1544.759766
	Iteration 0F: 2 clusters Score -1555358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1545922.500000 Penalty: 3089.519531
	Iteration 0F: 3 clusters Score -1545922 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1549327.875000 Penalty: 3089.519531
	Iteration 1F: 3 clusters Score -1549328 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1549705.000000 Penalty: 3089.519531
	Iteration 2F: 3 clusters Score -1549705 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1550015.000000 Penalty: 3089.519531
	Iteration 3F: 3 clusters Score -1550015 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1550320.375000 Penalty: 3089.519531
	Iteration 4Q: 3 clusters Score -1550320 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1550626.875000 Penalty: 3089.519531
	Iteration 5Q: 3 clusters Score -1550627 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1550944.125000 Penalty: 3089.519531
	Iteration 6Q: 3 clusters Score -1550944 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1551330.000000 Penalty: 3089.519531
	Iteration 7Q: 3 clusters Score -1551330 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1551727.875000 Penalty: 3089.519531
	Iteration 8Q: 3 clusters Score -1551728 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1552143.500000 Penalty: 3089.519531
	Iteration 9Q: 3 clusters Score -1552144 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1552532.250000 Penalty: 3089.519531
	Iteration 10Q: 3 clusters Score -1552532 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1552880.000000 Penalty: 3089.519531
	Iteration 11Q: 3 clusters Score -1552880 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1553167.250000 Penalty: 3089.519531
	Iteration 12Q: 3 clusters Score -1553167 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1553366.375000 Penalty: 3089.519531
	Iteration 13Q: 3 clusters Score -1553366 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1553487.875000 Penalty: 3089.519531
	Iteration 14Q: 3 clusters Score -1553488 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1553597.875000 Penalty: 3089.519531
	Iteration 15Q: 3 clusters Score -1553598 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1553694.500000 Penalty: 3089.519531
	Iteration 16Q: 3 clusters Score -1553694 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1553756.250000 Penalty: 3089.519531
	Iteration 17Q: 3 clusters Score -1553756 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1553800.375000 Penalty: 3089.519531
	Iteration 18Q: 3 clusters Score -1553800 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1553840.875000 Penalty: 3089.519531
	Iteration 19Q: 3 clusters Score -1553841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1553867.875000 Penalty: 3089.519531
	Iteration 20F: 3 clusters Score -1553868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1553892.250000 Penalty: 3089.519531
	Iteration 21Q: 3 clusters Score -1553892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1553926.625000 Penalty: 3089.519531
	Iteration 22Q: 3 clusters Score -1553927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1553954.875000 Penalty: 3089.519531
	Iteration 23Q: 3 clusters Score -1553955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1553978.750000 Penalty: 3089.519531
	Iteration 24Q: 3 clusters Score -1553979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1553995.500000 Penalty: 3089.519531
	Iteration 25Q: 3 clusters Score -1553996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1554012.250000 Penalty: 3089.519531
	Iteration 26Q: 3 clusters Score -1554012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1554029.000000 Penalty: 3089.519531
	Iteration 27Q: 3 clusters Score -1554029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1554038.625000 Penalty: 3089.519531
	Iteration 28Q: 3 clusters Score -1554039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1554048.500000 Penalty: 3089.519531
	Iteration 29Q: 3 clusters Score -1554048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1554051.625000 Penalty: 3089.519531
	Iteration 30Q: 3 clusters Score -1554052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1554062.500000 Penalty: 3089.519531
	Iteration 31Q: 3 clusters Score -1554062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1554067.875000 Penalty: 3089.519531
	Iteration 32Q: 3 clusters Score -1554068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1554071.375000 Penalty: 3089.519531
	Iteration 33Q: 3 clusters Score -1554071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1554075.125000 Penalty: 3089.519531
	Iteration 34Q: 3 clusters Score -1554075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1554075.000000 Penalty: 3089.519531
	Iteration 35Q: 3 clusters Score -1554075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1554075.000000 Penalty: 3089.519531
	Iteration 36F: 3 clusters Score -1554075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -188633.281250 Penalty: 1199.494019
	Iteration 0F: 2 clusters Score -188633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -186798.281250 Penalty: 2398.988037
	Iteration 0F: 3 clusters Score -186798.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -187171.328125 Penalty: 2398.988037
	Iteration 1F: 3 clusters Score -187171.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -187275.203125 Penalty: 2398.988037
	Iteration 2F: 3 clusters Score -187275.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -187330.828125 Penalty: 2398.988037
	Iteration 3Q: 3 clusters Score -187330.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187359.171875 Penalty: 2398.988037
	Iteration 4Q: 3 clusters Score -187359.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -187373.890625 Penalty: 2398.988037
	Iteration 5Q: 3 clusters Score -187373.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -187378.484375 Penalty: 2398.988037
	Iteration 6Q: 3 clusters Score -187378.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -187382.000000 Penalty: 2398.988037
	Iteration 7Q: 3 clusters Score -187382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -187384.453125 Penalty: 2398.988037
	Iteration 8Q: 3 clusters Score -187384.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -187384.968750 Penalty: 2398.988037
	Iteration 9Q: 3 clusters Score -187385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -187385.265625 Penalty: 2398.988037
	Iteration 10Q: 3 clusters Score -187385.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -187385.265625 Penalty: 2398.988037
	Iteration 11F: 3 clusters Score -187385.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Entering Unmasked Estep 
Score: -726524.875000 Penalty: 1421.754272
	Iteration 0F: 2 clusters Score -726524.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -721715.937500 Penalty: 2843.508545
	Iteration 0F: 3 clusters Score -721715.9 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -723177.687500 Penalty: 2843.508545
	Iteration 1F: 3 clusters Score -723177.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -723466.875000 Penalty: 2843.508545
	Iteration 2F: 3 clusters Score -723466.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -723747.750000 Penalty: 2843.508545
	Iteration 3F: 3 clusters Score -723747.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -724029.625000 Penalty: 2843.508545
	Iteration 4F: 3 clusters Score -724029.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -724280.937500 Penalty: 2843.508545
	Iteration 5F: 3 clusters Score -724280.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -724529.437500 Penalty: 2843.508545
	Iteration 6F: 3 clusters Score -724529.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -724776.312500 Penalty: 2843.508545
	Iteration 7F: 3 clusters Score -724776.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -725035.500000 Penalty: 2843.508545
	Iteration 8F: 3 clusters Score -725035.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -725236.750000 Penalty: 2843.508545
	Iteration 9Q: 3 clusters Score -725236.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -725400.250000 Penalty: 2843.508545
	Iteration 10Q: 3 clusters Score -725400.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -725527.625000 Penalty: 2843.508545
	Iteration 11Q: 3 clusters Score -725527.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -725621.750000 Penalty: 2843.508545
	Iteration 12Q: 3 clusters Score -725621.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -725691.000000 Penalty: 2843.508545
	Iteration 13Q: 3 clusters Score -725691 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -725721.437500 Penalty: 2843.508545
	Iteration 14Q: 3 clusters Score -725721.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -725733.875000 Penalty: 2843.508545
	Iteration 15Q: 3 clusters Score -725733.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -725743.375000 Penalty: 2843.508545
	Iteration 16Q: 3 clusters Score -725743.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -725752.750000 Penalty: 2843.508545
	Iteration 17Q: 3 clusters Score -725752.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -725757.250000 Penalty: 2843.508545
	Iteration 18Q: 3 clusters Score -725757.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -725765.625000 Penalty: 2843.508545
	Iteration 19Q: 3 clusters Score -725765.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -725773.750000 Penalty: 2843.508545
	Iteration 20F: 3 clusters Score -725773.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -725781.062500 Penalty: 2843.508545
	Iteration 21Q: 3 clusters Score -725781.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -725785.062500 Penalty: 2843.508545
	Iteration 22Q: 3 clusters Score -725785.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -725790.312500 Penalty: 2843.508545
	Iteration 23Q: 3 clusters Score -725790.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -725798.437500 Penalty: 2843.508545
	Iteration 24Q: 3 clusters Score -725798.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -725801.312500 Penalty: 2843.508545
	Iteration 25Q: 3 clusters Score -725801.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -725807.875000 Penalty: 2843.508545
	Iteration 26Q: 3 clusters Score -725807.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -725816.250000 Penalty: 2843.508545
	Iteration 27Q: 3 clusters Score -725816.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -725827.312500 Penalty: 2843.508545
	Iteration 28Q: 3 clusters Score -725827.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -725831.812500 Penalty: 2843.508545
	Iteration 29Q: 3 clusters Score -725831.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -725836.500000 Penalty: 2843.508545
	Iteration 30Q: 3 clusters Score -725836.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -725841.500000 Penalty: 2843.508545
	Iteration 31Q: 3 clusters Score -725841.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -725845.187500 Penalty: 2843.508545
	Iteration 32Q: 3 clusters Score -725845.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -725851.250000 Penalty: 2843.508545
	Iteration 33Q: 3 clusters Score -725851.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -725854.875000 Penalty: 2843.508545
	Iteration 34Q: 3 clusters Score -725854.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -725857.125000 Penalty: 2843.508545
	Iteration 35Q: 3 clusters Score -725857.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -725858.000000 Penalty: 2843.508545
	Iteration 36Q: 3 clusters Score -725858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -725859.000000 Penalty: 2843.508545
	Iteration 37Q: 3 clusters Score -725859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -725860.000000 Penalty: 2843.508545
	Iteration 38Q: 3 clusters Score -725860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -725860.375000 Penalty: 2843.508545
	Iteration 39Q: 3 clusters Score -725860.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -725861.375000 Penalty: 2843.508545
	Iteration 40F: 3 clusters Score -725861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -725861.937500 Penalty: 2843.508545
	Iteration 41Q: 3 clusters Score -725861.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -725860.812500 Penalty: 2843.508545
	Iteration 42Q: 3 clusters Score -725860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -725861.875000 Penalty: 2843.508545
	Iteration 43Q: 3 clusters Score -725861.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -725863.500000 Penalty: 2843.508545
	Iteration 44Q: 3 clusters Score -725863.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -725864.875000 Penalty: 2843.508545
	Iteration 45Q: 3 clusters Score -725864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -725864.375000 Penalty: 2843.508545
	Iteration 46Q: 3 clusters Score -725864.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -725864.375000 Penalty: 2843.508545
	Iteration 47F: 3 clusters Score -725864.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (126189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126189 members 
Entering Unmasked Estep 
Score: -14677606.000000 Penalty: 1908.649536
	Iteration 0F: 2 clusters Score -1.467761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -14599892.000000 Penalty: 3817.299072
	Iteration 0F: 3 clusters Score -1.459989e+07 nChanged 60599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70609 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -14635917.000000 Penalty: 3817.299072
	Iteration 1F: 3 clusters Score -1.463592e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75229 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -14637792.000000 Penalty: 3817.299072
	Iteration 2Q: 3 clusters Score -1.463779e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82219 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -14641228.000000 Penalty: 3817.299072
	Iteration 3F: 3 clusters Score -1.464123e+07 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91654 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -14646577.000000 Penalty: 3817.299072
	Iteration 4F: 3 clusters Score -1.464658e+07 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102545 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -14653619.000000 Penalty: 3817.299072
	Iteration 5F: 3 clusters Score -1.465362e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112464 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -14662063.000000 Penalty: 3817.299072
	Iteration 6F: 3 clusters Score -1.466206e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119573 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -14668995.000000 Penalty: 3817.299072
	Iteration 7F: 3 clusters Score -1.4669e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123464 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -14673109.000000 Penalty: 3817.299072
	Iteration 8Q: 3 clusters Score -1.467311e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125109 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -14675079.000000 Penalty: 3817.299072
	Iteration 9Q: 3 clusters Score -1.467508e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125617 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14675717.000000 Penalty: 3817.299072
	Iteration 10Q: 3 clusters Score -1.467572e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125768 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -14675962.000000 Penalty: 3817.299072
	Iteration 11Q: 3 clusters Score -1.467596e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125816 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -14676100.000000 Penalty: 3817.299072
	Iteration 12Q: 3 clusters Score -1.46761e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125838 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14676186.000000 Penalty: 3817.299072
	Iteration 13Q: 3 clusters Score -1.467619e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125852 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -14676249.000000 Penalty: 3817.299072
	Iteration 14Q: 3 clusters Score -1.467625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125850 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -14676283.000000 Penalty: 3817.299072
	Iteration 15Q: 3 clusters Score -1.467628e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125850 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -14676346.000000 Penalty: 3817.299072
	Iteration 16Q: 3 clusters Score -1.467635e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125849 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14676380.000000 Penalty: 3817.299072
	Iteration 17Q: 3 clusters Score -1.467638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125847 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -14676399.000000 Penalty: 3817.299072
	Iteration 18Q: 3 clusters Score -1.46764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125845 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14676406.000000 Penalty: 3817.299072
	Iteration 19Q: 3 clusters Score -1.467641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125846 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14676416.000000 Penalty: 3817.299072
	Iteration 20F: 3 clusters Score -1.467642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125849 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14676426.000000 Penalty: 3817.299072
	Iteration 21Q: 3 clusters Score -1.467643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125849 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14676416.000000 Penalty: 3817.299072
	Iteration 22Q: 3 clusters Score -1.467642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125851 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -14676427.000000 Penalty: 3817.299072
	Iteration 23Q: 3 clusters Score -1.467643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125853 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -14676425.000000 Penalty: 3817.299072
	Iteration 24Q: 3 clusters Score -1.467642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125854 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -14676429.000000 Penalty: 3817.299072
	Iteration 25Q: 3 clusters Score -1.467643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125859 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -14676425.000000 Penalty: 3817.299072
	Iteration 26Q: 3 clusters Score -1.467642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125861 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -14676433.000000 Penalty: 3817.299072
	Iteration 27Q: 3 clusters Score -1.467643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125860 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -14676438.000000 Penalty: 3817.299072
	Iteration 28Q: 3 clusters Score -1.467644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125859 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -14676428.000000 Penalty: 3817.299072
	Iteration 29Q: 3 clusters Score -1.467643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125858 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14676437.000000 Penalty: 3817.299072
	Iteration 30Q: 3 clusters Score -1.467644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125857 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -14676441.000000 Penalty: 3817.299072
	Iteration 31Q: 3 clusters Score -1.467644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125857 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -14676441.000000 Penalty: 3817.299072
	Iteration 32F: 3 clusters Score -1.467644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Entering Unmasked Estep 
Score: -5418858.000000 Penalty: 1749.007568
	Iteration 0F: 2 clusters Score -5418858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -5387320.500000 Penalty: 3498.015137
	Iteration 0F: 3 clusters Score -5387320 nChanged 22038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -5399694.000000 Penalty: 3498.015137
	Iteration 1F: 3 clusters Score -5399694 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -5400108.500000 Penalty: 3498.015137
	Iteration 2Q: 3 clusters Score -5400108 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -5400536.000000 Penalty: 3498.015137
	Iteration 3Q: 3 clusters Score -5400536 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -5400970.000000 Penalty: 3498.015137
	Iteration 4Q: 3 clusters Score -5400970 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -5401491.000000 Penalty: 3498.015137
	Iteration 5Q: 3 clusters Score -5401491 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -5402150.000000 Penalty: 3498.015137
	Iteration 6Q: 3 clusters Score -5402150 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -5402985.500000 Penalty: 3498.015137
	Iteration 7Q: 3 clusters Score -5402986 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -5404242.000000 Penalty: 3498.015137
	Iteration 8Q: 3 clusters Score -5404242 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -5406182.500000 Penalty: 3498.015137
	Iteration 9F: 3 clusters Score -5406182 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -5408561.000000 Penalty: 3498.015137
	Iteration 10F: 3 clusters Score -5408561 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -5410406.500000 Penalty: 3498.015137
	Iteration 11F: 3 clusters Score -5410406 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -5411420.500000 Penalty: 3498.015137
	Iteration 12Q: 3 clusters Score -5411420 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -5411983.000000 Penalty: 3498.015137
	Iteration 13Q: 3 clusters Score -5411983 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -5412363.500000 Penalty: 3498.015137
	Iteration 14Q: 3 clusters Score -5412364 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -5412678.500000 Penalty: 3498.015137
	Iteration 15Q: 3 clusters Score -5412678 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -5412980.000000 Penalty: 3498.015137
	Iteration 16Q: 3 clusters Score -5412980 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -5413247.000000 Penalty: 3498.015137
	Iteration 17Q: 3 clusters Score -5413247 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -5413492.000000 Penalty: 3498.015137
	Iteration 18Q: 3 clusters Score -5413492 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -5413741.500000 Penalty: 3498.015137
	Iteration 19Q: 3 clusters Score -5413742 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -5413986.500000 Penalty: 3498.015137
	Iteration 20F: 3 clusters Score -5413986 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -5414226.000000 Penalty: 3498.015137
	Iteration 21Q: 3 clusters Score -5414226 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -5414402.500000 Penalty: 3498.015137
	Iteration 22Q: 3 clusters Score -5414402 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -5414546.500000 Penalty: 3498.015137
	Iteration 23Q: 3 clusters Score -5414546 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -5414701.500000 Penalty: 3498.015137
	Iteration 24Q: 3 clusters Score -5414702 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -5414836.000000 Penalty: 3498.015137
	Iteration 25Q: 3 clusters Score -5414836 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -5414973.500000 Penalty: 3498.015137
	Iteration 26Q: 3 clusters Score -5414974 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -5415086.500000 Penalty: 3498.015137
	Iteration 27Q: 3 clusters Score -5415086 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -5415225.500000 Penalty: 3498.015137
	Iteration 28Q: 3 clusters Score -5415226 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -5415377.000000 Penalty: 3498.015137
	Iteration 29Q: 3 clusters Score -5415377 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5415514.000000 Penalty: 3498.015137
	Iteration 30Q: 3 clusters Score -5415514 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -5415655.000000 Penalty: 3498.015137
	Iteration 31Q: 3 clusters Score -5415655 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -5415825.500000 Penalty: 3498.015137
	Iteration 32Q: 3 clusters Score -5415826 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -5415950.000000 Penalty: 3498.015137
	Iteration 33Q: 3 clusters Score -5415950 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -5416080.000000 Penalty: 3498.015137
	Iteration 34Q: 3 clusters Score -5416080 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -5416232.500000 Penalty: 3498.015137
	Iteration 35Q: 3 clusters Score -5416232 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -5416366.500000 Penalty: 3498.015137
	Iteration 36Q: 3 clusters Score -5416366 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -5416505.500000 Penalty: 3498.015137
	Iteration 37Q: 3 clusters Score -5416506 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -5416629.000000 Penalty: 3498.015137
	Iteration 38Q: 3 clusters Score -5416629 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -5416731.000000 Penalty: 3498.015137
	Iteration 39Q: 3 clusters Score -5416731 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -5416807.000000 Penalty: 3498.015137
	Iteration 40F: 3 clusters Score -5416807 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -5416889.500000 Penalty: 3498.015137
	Iteration 41Q: 3 clusters Score -5416890 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -5416979.000000 Penalty: 3498.015137
	Iteration 42Q: 3 clusters Score -5416979 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -5417050.000000 Penalty: 3498.015137
	Iteration 43Q: 3 clusters Score -5417050 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -5417128.000000 Penalty: 3498.015137
	Iteration 44Q: 3 clusters Score -5417128 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -5417169.000000 Penalty: 3498.015137
	Iteration 45Q: 3 clusters Score -5417169 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -5417213.000000 Penalty: 3498.015137
	Iteration 46Q: 3 clusters Score -5417213 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -5417254.000000 Penalty: 3498.015137
	Iteration 47Q: 3 clusters Score -5417254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -5417277.500000 Penalty: 3498.015137
	Iteration 48Q: 3 clusters Score -5417278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -5417295.000000 Penalty: 3498.015137
	Iteration 49Q: 3 clusters Score -5417295 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -5417318.000000 Penalty: 3498.015137
	Iteration 50Q: 3 clusters Score -5417318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -5417334.000000 Penalty: 3498.015137
	Iteration 51Q: 3 clusters Score -5417334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -5417345.000000 Penalty: 3498.015137
	Iteration 52Q: 3 clusters Score -5417345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -5417356.500000 Penalty: 3498.015137
	Iteration 53Q: 3 clusters Score -5417356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -5417355.000000 Penalty: 3498.015137
	Iteration 54Q: 3 clusters Score -5417355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -5417373.000000 Penalty: 3498.015137
	Iteration 55Q: 3 clusters Score -5417373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -5417379.000000 Penalty: 3498.015137
	Iteration 56Q: 3 clusters Score -5417379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -5417383.500000 Penalty: 3498.015137
	Iteration 57Q: 3 clusters Score -5417384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -5417383.000000 Penalty: 3498.015137
	Iteration 58Q: 3 clusters Score -5417383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -5417380.000000 Penalty: 3498.015137
	Iteration 59Q: 3 clusters Score -5417380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -5417391.000000 Penalty: 3498.015137
	Iteration 60F: 3 clusters Score -5417391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -5417390.500000 Penalty: 3498.015137
	Iteration 61Q: 3 clusters Score -5417390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -5417394.000000 Penalty: 3498.015137
	Iteration 62Q: 3 clusters Score -5417394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -5417393.500000 Penalty: 3498.015137
	Iteration 63Q: 3 clusters Score -5417394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -5417398.000000 Penalty: 3498.015137
	Iteration 64Q: 3 clusters Score -5417398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -5417395.500000 Penalty: 3498.015137
	Iteration 65Q: 3 clusters Score -5417396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -5417391.000000 Penalty: 3498.015137
	Iteration 66Q: 3 clusters Score -5417391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -5417394.000000 Penalty: 3498.015137
	Iteration 67Q: 3 clusters Score -5417394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -5417400.000000 Penalty: 3498.015137
	Iteration 68Q: 3 clusters Score -5417400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -5417399.500000 Penalty: 3498.015137
	Iteration 69Q: 3 clusters Score -5417400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -5417399.500000 Penalty: 3498.015137
	Iteration 70F: 3 clusters Score -5417400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Entering Unmasked Estep 
Score: -3809226.500000 Penalty: 1689.987061
	Iteration 0F: 2 clusters Score -3809226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3787130.500000 Penalty: 3379.974121
	Iteration 0F: 3 clusters Score -3787130 nChanged 15051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3795380.750000 Penalty: 3379.974121
	Iteration 1F: 3 clusters Score -3795381 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3795775.250000 Penalty: 3379.974121
	Iteration 2Q: 3 clusters Score -3795775 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -3796171.000000 Penalty: 3379.974121
	Iteration 3Q: 3 clusters Score -3796171 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3796565.750000 Penalty: 3379.974121
	Iteration 4Q: 3 clusters Score -3796566 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -3797078.000000 Penalty: 3379.974121
	Iteration 5Q: 3 clusters Score -3797078 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -3797747.500000 Penalty: 3379.974121
	Iteration 6Q: 3 clusters Score -3797748 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3798694.000000 Penalty: 3379.974121
	Iteration 7F: 3 clusters Score -3798694 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3799966.000000 Penalty: 3379.974121
	Iteration 8F: 3 clusters Score -3799966 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3801446.250000 Penalty: 3379.974121
	Iteration 9F: 3 clusters Score -3801446 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -3803083.250000 Penalty: 3379.974121
	Iteration 10F: 3 clusters Score -3803083 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3804763.250000 Penalty: 3379.974121
	Iteration 11Q: 3 clusters Score -3804763 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -3806063.500000 Penalty: 3379.974121
	Iteration 12Q: 3 clusters Score -3806064 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -3806770.750000 Penalty: 3379.974121
	Iteration 13Q: 3 clusters Score -3806771 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3807151.500000 Penalty: 3379.974121
	Iteration 14Q: 3 clusters Score -3807152 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3807427.500000 Penalty: 3379.974121
	Iteration 15Q: 3 clusters Score -3807428 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -3807632.500000 Penalty: 3379.974121
	Iteration 16Q: 3 clusters Score -3807632 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3807754.250000 Penalty: 3379.974121
	Iteration 17Q: 3 clusters Score -3807754 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3807851.250000 Penalty: 3379.974121
	Iteration 18Q: 3 clusters Score -3807851 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -3807929.000000 Penalty: 3379.974121
	Iteration 19Q: 3 clusters Score -3807929 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3807989.000000 Penalty: 3379.974121
	Iteration 20F: 3 clusters Score -3807989 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3808019.500000 Penalty: 3379.974121
	Iteration 21Q: 3 clusters Score -3808020 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -3808040.000000 Penalty: 3379.974121
	Iteration 22Q: 3 clusters Score -3808040 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3808051.750000 Penalty: 3379.974121
	Iteration 23Q: 3 clusters Score -3808052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3808059.500000 Penalty: 3379.974121
	Iteration 24Q: 3 clusters Score -3808060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3808069.750000 Penalty: 3379.974121
	Iteration 25Q: 3 clusters Score -3808070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3808078.000000 Penalty: 3379.974121
	Iteration 26Q: 3 clusters Score -3808078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -3808089.000000 Penalty: 3379.974121
	Iteration 27Q: 3 clusters Score -3808089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -3808087.000000 Penalty: 3379.974121
	Iteration 28Q: 3 clusters Score -3808087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -3808085.250000 Penalty: 3379.974121
	Iteration 29Q: 3 clusters Score -3808085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -3808086.500000 Penalty: 3379.974121
	Iteration 30Q: 3 clusters Score -3808086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3808096.500000 Penalty: 3379.974121
	Iteration 31Q: 3 clusters Score -3808096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -3808098.000000 Penalty: 3379.974121
	Iteration 32Q: 3 clusters Score -3808098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -3808107.250000 Penalty: 3379.974121
	Iteration 33Q: 3 clusters Score -3808107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -3808102.000000 Penalty: 3379.974121
	Iteration 34Q: 3 clusters Score -3808102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3808113.000000 Penalty: 3379.974121
	Iteration 35Q: 3 clusters Score -3808113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3808111.250000 Penalty: 3379.974121
	Iteration 36Q: 3 clusters Score -3808111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3808109.000000 Penalty: 3379.974121
	Iteration 37Q: 3 clusters Score -3808109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -3808110.250000 Penalty: 3379.974121
	Iteration 38Q: 3 clusters Score -3808110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3808106.750000 Penalty: 3379.974121
	Iteration 39Q: 3 clusters Score -3808107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3808106.250000 Penalty: 3379.974121
	Iteration 40F: 3 clusters Score -3808106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -3808101.250000 Penalty: 3379.974121
	Iteration 41Q: 3 clusters Score -3808101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3808106.000000 Penalty: 3379.974121
	Iteration 42Q: 3 clusters Score -3808106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3808103.750000 Penalty: 3379.974121
	Iteration 43Q: 3 clusters Score -3808104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3808107.750000 Penalty: 3379.974121
	Iteration 44Q: 3 clusters Score -3808108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -3808104.250000 Penalty: 3379.974121
	Iteration 45Q: 3 clusters Score -3808104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -3808104.250000 Penalty: 3379.974121
	Iteration 46F: 3 clusters Score -3808104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 160092 members 
Mstep: Class 5 contains 100884 members 
Mstep: Class 6 contains 104632 members 
Mstep: Class 7 contains 82022 members 
Mstep: Class 8 contains 125903 members 
Mstep: Class 9 contains 15813 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38666 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9892 members 
Mstep: Class 16 contains 22029 members 
Mstep: Class 17 contains 13443 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6306 members 
Mstep: Class 20 contains 126189 members 
Mstep: Class 21 contains 47246 members 
Mstep: Class 23 contains 32857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088200.000000 Penalty: 49056.292969
Iteration 159Q: 23 clusters Score -1.020882e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 160087 members 
Mstep: Class 5 contains 100900 members 
Mstep: Class 6 contains 104586 members 
Mstep: Class 7 contains 82099 members 
Mstep: Class 8 contains 125915 members 
Mstep: Class 9 contains 15819 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38665 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9891 members 
Mstep: Class 16 contains 22027 members 
Mstep: Class 17 contains 13439 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6327 members 
Mstep: Class 20 contains 126125 members 
Mstep: Class 21 contains 47245 members 
Mstep: Class 23 contains 32849 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 23 clusters Score -1.020881e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 160086 members 
Mstep: Class 5 contains 100911 members 
Mstep: Class 6 contains 104544 members 
Mstep: Class 7 contains 82196 members 
Mstep: Class 8 contains 125922 members 
Mstep: Class 9 contains 15827 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38665 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 22025 members 
Mstep: Class 17 contains 13436 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 126034 members 
Mstep: Class 21 contains 47244 members 
Mstep: Class 23 contains 32840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088232.000000 Penalty: 49056.292969
Iteration 161Q: 23 clusters Score -1.020882e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 160087 members 
Mstep: Class 5 contains 100920 members 
Mstep: Class 6 contains 104506 members 
Mstep: Class 7 contains 82295 members 
Mstep: Class 8 contains 125927 members 
Mstep: Class 9 contains 15824 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38665 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 22026 members 
Mstep: Class 17 contains 13431 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6371 members 
Mstep: Class 20 contains 125942 members 
Mstep: Class 21 contains 47244 members 
Mstep: Class 23 contains 32846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088208.000000 Penalty: 49056.292969
Iteration 162Q: 23 clusters Score -1.020882e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 160085 members 
Mstep: Class 5 contains 100923 members 
Mstep: Class 6 contains 104484 members 
Mstep: Class 7 contains 82419 members 
Mstep: Class 8 contains 125926 members 
Mstep: Class 9 contains 15827 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38665 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 22027 members 
Mstep: Class 17 contains 13432 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 125820 members 
Mstep: Class 21 contains 47245 members 
Mstep: Class 23 contains 32850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088184.000000 Penalty: 49056.292969
Iteration 163Q: 23 clusters Score -1.020882e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 4 contains 160089 members 
Mstep: Class 5 contains 100931 members 
Mstep: Class 6 contains 104444 members 
Mstep: Class 7 contains 82547 members 
Mstep: Class 8 contains 125921 members 
Mstep: Class 9 contains 15821 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38665 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 22026 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6402 members 
Mstep: Class 20 contains 125714 members 
Mstep: Class 21 contains 47243 members 
Mstep: Class 23 contains 32850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088128.000000 Penalty: 49056.292969
Iteration 164Q: 23 clusters Score -1.020881e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 4444 members 
Mstep: Class 4 contains 160091 members 
Mstep: Class 5 contains 100959 members 
Mstep: Class 6 contains 104379 members 
Mstep: Class 7 contains 82700 members 
Mstep: Class 8 contains 125919 members 
Mstep: Class 9 contains 15811 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38665 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 22026 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6413 members 
Mstep: Class 20 contains 125598 members 
Mstep: Class 21 contains 47243 members 
Mstep: Class 23 contains 32850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088416.000000 Penalty: 49056.292969
Iteration 165Q: 23 clusters Score -1.020884e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 4444 members 
Mstep: Class 4 contains 160094 members 
Mstep: Class 5 contains 100983 members 
Mstep: Class 6 contains 104324 members 
Mstep: Class 7 contains 82823 members 
Mstep: Class 8 contains 125914 members 
Mstep: Class 9 contains 15803 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38664 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 22026 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6438 members 
Mstep: Class 20 contains 125502 members 
Mstep: Class 21 contains 47244 members 
Mstep: Class 23 contains 32838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088544.000000 Penalty: 49056.292969
Iteration 166Q: 23 clusters Score -1.020885e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10550 members 
Mstep: Class 3 contains 4444 members 
Mstep: Class 4 contains 160097 members 
Mstep: Class 5 contains 101001 members 
Mstep: Class 6 contains 104256 members 
Mstep: Class 7 contains 82920 members 
Mstep: Class 8 contains 125910 members 
Mstep: Class 9 contains 15802 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38664 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 22025 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6454 members 
Mstep: Class 20 contains 125457 members 
Mstep: Class 21 contains 47244 members 
Mstep: Class 23 contains 32824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088624.000000 Penalty: 49056.292969
Iteration 167Q: 23 clusters Score -1.020886e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4444 members 
Mstep: Class 4 contains 160096 members 
Mstep: Class 5 contains 101022 members 
Mstep: Class 6 contains 104201 members 
Mstep: Class 7 contains 82979 members 
Mstep: Class 8 contains 125910 members 
Mstep: Class 9 contains 15800 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38664 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 22029 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6474 members 
Mstep: Class 20 contains 125438 members 
Mstep: Class 21 contains 47244 members 
Mstep: Class 23 contains 32800 members 
Entering Unmasked Estep 
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Score: -102088664.000000 Penalty: 49056.292969
Iteration 168Q: 23 clusters Score -1.020887e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10545 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 160089 members 
Mstep: Class 5 contains 101042 members 
Mstep: Class 6 contains 104160 members 
Mstep: Class 7 contains 83047 members 
Mstep: Class 8 contains 125912 members 
Mstep: Class 9 contains 15797 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38664 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 22029 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6485 members 
Mstep: Class 20 contains 125410 members 
Mstep: Class 21 contains 47247 members 
Mstep: Class 23 contains 32779 members 
Entering Unmasked Estep 
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Iteration 169Q: 23 clusters Score -1.020887e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10545 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 160087 members 
Mstep: Class 5 contains 101052 members 
Mstep: Class 6 contains 104129 members 
Mstep: Class 7 contains 83072 members 
Mstep: Class 8 contains 125908 members 
Mstep: Class 9 contains 15803 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38663 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 22029 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6506 members 
Mstep: Class 20 contains 125419 members 
Mstep: Class 21 contains 47251 members 
Mstep: Class 23 contains 32741 members 
Entering Unmasked Estep 
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Score: -102088776.000000 Penalty: 49056.292969
Iteration 170Q: 23 clusters Score -1.020888e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10545 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 160086 members 
Mstep: Class 5 contains 101061 members 
Mstep: Class 6 contains 104076 members 
Mstep: Class 7 contains 83091 members 
Mstep: Class 8 contains 125906 members 
Mstep: Class 9 contains 15804 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38663 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 22029 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6538 members 
Mstep: Class 20 contains 125459 members 
Mstep: Class 21 contains 47252 members 
Mstep: Class 23 contains 32695 members 
Entering Unmasked Estep 
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Score: -102088744.000000 Penalty: 49056.292969
Iteration 171Q: 23 clusters Score -1.020887e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10545 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 160085 members 
Mstep: Class 5 contains 101082 members 
Mstep: Class 6 contains 104016 members 
Mstep: Class 7 contains 83107 members 
Mstep: Class 8 contains 125903 members 
Mstep: Class 9 contains 15808 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 22029 members 
Mstep: Class 17 contains 13432 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6572 members 
Mstep: Class 20 contains 125485 members 
Mstep: Class 21 contains 47252 members 
Mstep: Class 23 contains 32662 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 23 clusters Score -1.020889e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10545 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 160082 members 
Mstep: Class 5 contains 101108 members 
Mstep: Class 6 contains 103979 members 
Mstep: Class 7 contains 83103 members 
Mstep: Class 8 contains 125902 members 
Mstep: Class 9 contains 15811 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 22029 members 
Mstep: Class 17 contains 13432 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6600 members 
Mstep: Class 20 contains 125512 members 
Mstep: Class 21 contains 47252 members 
Mstep: Class 23 contains 32622 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 23 clusters Score -1.02089e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10545 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 160081 members 
Mstep: Class 5 contains 101135 members 
Mstep: Class 6 contains 103978 members 
Mstep: Class 7 contains 83102 members 
Mstep: Class 8 contains 125898 members 
Mstep: Class 9 contains 15813 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 22029 members 
Mstep: Class 17 contains 13432 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6621 members 
Mstep: Class 20 contains 125502 members 
Mstep: Class 21 contains 47250 members 
Mstep: Class 23 contains 32589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088968.000000 Penalty: 49056.292969
Iteration 174Q: 23 clusters Score -1.02089e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10544 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 160077 members 
Mstep: Class 5 contains 101155 members 
Mstep: Class 6 contains 103999 members 
Mstep: Class 7 contains 83095 members 
Mstep: Class 8 contains 125900 members 
Mstep: Class 9 contains 15817 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13432 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6648 members 
Mstep: Class 20 contains 125489 members 
Mstep: Class 21 contains 47250 members 
Mstep: Class 23 contains 32542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102088984.000000 Penalty: 49056.292969
Iteration 175Q: 23 clusters Score -1.02089e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 4438 members 
Mstep: Class 4 contains 160074 members 
Mstep: Class 5 contains 101162 members 
Mstep: Class 6 contains 104039 members 
Mstep: Class 7 contains 83082 members 
Mstep: Class 8 contains 125903 members 
Mstep: Class 9 contains 15819 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13432 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 6671 members 
Mstep: Class 20 contains 125484 members 
Mstep: Class 21 contains 47250 members 
Mstep: Class 23 contains 32492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089056.000000 Penalty: 49056.292969
Iteration 176Q: 23 clusters Score -1.020891e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 160074 members 
Mstep: Class 5 contains 101168 members 
Mstep: Class 6 contains 104032 members 
Mstep: Class 7 contains 83102 members 
Mstep: Class 8 contains 125906 members 
Mstep: Class 9 contains 15815 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13432 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6691 members 
Mstep: Class 20 contains 125484 members 
Mstep: Class 21 contains 47249 members 
Mstep: Class 23 contains 32456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089296.000000 Penalty: 49056.292969
Iteration 177Q: 23 clusters Score -1.020893e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 160070 members 
Mstep: Class 5 contains 101170 members 
Mstep: Class 6 contains 103992 members 
Mstep: Class 7 contains 83140 members 
Mstep: Class 8 contains 125908 members 
Mstep: Class 9 contains 15813 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13431 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6710 members 
Mstep: Class 20 contains 125489 members 
Mstep: Class 21 contains 47249 members 
Mstep: Class 23 contains 32437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089128.000000 Penalty: 49056.292969
Iteration 178Q: 23 clusters Score -1.020891e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10539 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 160069 members 
Mstep: Class 5 contains 101169 members 
Mstep: Class 6 contains 103962 members 
Mstep: Class 7 contains 83193 members 
Mstep: Class 8 contains 125909 members 
Mstep: Class 9 contains 15816 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 125476 members 
Mstep: Class 21 contains 47248 members 
Mstep: Class 23 contains 32414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089224.000000 Penalty: 49056.292969
Iteration 179Q: 23 clusters Score -1.020892e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10538 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 160065 members 
Mstep: Class 5 contains 101184 members 
Mstep: Class 6 contains 103909 members 
Mstep: Class 7 contains 83253 members 
Mstep: Class 8 contains 125910 members 
Mstep: Class 9 contains 15808 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6735 members 
Mstep: Class 20 contains 125468 members 
Mstep: Class 21 contains 47245 members 
Mstep: Class 23 contains 32405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089272.000000 Penalty: 49056.292969
Iteration 180F: 23 clusters Score -1.020893e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 160058 members 
Mstep: Class 5 contains 101201 members 
Mstep: Class 6 contains 103848 members 
Mstep: Class 7 contains 83323 members 
Mstep: Class 8 contains 125911 members 
Mstep: Class 9 contains 15806 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38663 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9891 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6749 members 
Mstep: Class 20 contains 125438 members 
Mstep: Class 21 contains 47245 members 
Mstep: Class 23 contains 32402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089296.000000 Penalty: 49056.292969
Iteration 181Q: 23 clusters Score -1.020893e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 160051 members 
Mstep: Class 5 contains 101222 members 
Mstep: Class 6 contains 103762 members 
Mstep: Class 7 contains 83392 members 
Mstep: Class 8 contains 125915 members 
Mstep: Class 9 contains 15805 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38663 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9892 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6760 members 
Mstep: Class 20 contains 125411 members 
Mstep: Class 21 contains 47245 members 
Mstep: Class 23 contains 32419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089304.000000 Penalty: 49056.292969
Iteration 182Q: 23 clusters Score -1.020893e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 160046 members 
Mstep: Class 5 contains 101234 members 
Mstep: Class 6 contains 103693 members 
Mstep: Class 7 contains 83486 members 
Mstep: Class 8 contains 125916 members 
Mstep: Class 9 contains 15795 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38663 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9891 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6769 members 
Mstep: Class 20 contains 125361 members 
Mstep: Class 21 contains 47245 members 
Mstep: Class 23 contains 32438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089280.000000 Penalty: 49056.292969
Iteration 183Q: 23 clusters Score -1.020893e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 160046 members 
Mstep: Class 5 contains 101235 members 
Mstep: Class 6 contains 103623 members 
Mstep: Class 7 contains 83601 members 
Mstep: Class 8 contains 125915 members 
Mstep: Class 9 contains 15793 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38663 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6781 members 
Mstep: Class 20 contains 125300 members 
Mstep: Class 21 contains 47244 members 
Mstep: Class 23 contains 32446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089256.000000 Penalty: 49056.292969
Iteration 184Q: 23 clusters Score -1.020893e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 160048 members 
Mstep: Class 5 contains 101248 members 
Mstep: Class 6 contains 103541 members 
Mstep: Class 7 contains 83700 members 
Mstep: Class 8 contains 125912 members 
Mstep: Class 9 contains 15785 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6800 members 
Mstep: Class 20 contains 125266 members 
Mstep: Class 21 contains 47244 members 
Mstep: Class 23 contains 32441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089288.000000 Penalty: 49056.292969
Iteration 185Q: 23 clusters Score -1.020893e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 160047 members 
Mstep: Class 5 contains 101257 members 
Mstep: Class 6 contains 103467 members 
Mstep: Class 7 contains 83813 members 
Mstep: Class 8 contains 125912 members 
Mstep: Class 9 contains 15776 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 125217 members 
Mstep: Class 21 contains 47244 members 
Mstep: Class 23 contains 32434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089296.000000 Penalty: 49056.292969
Iteration 186Q: 23 clusters Score -1.020893e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 160045 members 
Mstep: Class 5 contains 101269 members 
Mstep: Class 6 contains 103418 members 
Mstep: Class 7 contains 83924 members 
Mstep: Class 8 contains 125912 members 
Mstep: Class 9 contains 15772 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6839 members 
Mstep: Class 20 contains 125152 members 
Mstep: Class 21 contains 47244 members 
Mstep: Class 23 contains 32409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089208.000000 Penalty: 49056.292969
Iteration 187Q: 23 clusters Score -1.020892e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 160048 members 
Mstep: Class 5 contains 101280 members 
Mstep: Class 6 contains 103346 members 
Mstep: Class 7 contains 84052 members 
Mstep: Class 8 contains 125911 members 
Mstep: Class 9 contains 15768 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38661 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6858 members 
Mstep: Class 20 contains 125075 members 
Mstep: Class 21 contains 47243 members 
Mstep: Class 23 contains 32404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089240.000000 Penalty: 49056.292969
Iteration 188Q: 23 clusters Score -1.020892e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10535 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 160039 members 
Mstep: Class 5 contains 101290 members 
Mstep: Class 6 contains 103276 members 
Mstep: Class 7 contains 84187 members 
Mstep: Class 8 contains 125920 members 
Mstep: Class 9 contains 15769 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38661 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 22029 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6866 members 
Mstep: Class 20 contains 124991 members 
Mstep: Class 21 contains 47241 members 
Mstep: Class 23 contains 32407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089312.000000 Penalty: 49056.292969
Iteration 189Q: 23 clusters Score -1.020893e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10535 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 160031 members 
Mstep: Class 5 contains 101303 members 
Mstep: Class 6 contains 103187 members 
Mstep: Class 7 contains 84323 members 
Mstep: Class 8 contains 125931 members 
Mstep: Class 9 contains 15769 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38661 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9886 members 
Mstep: Class 16 contains 22028 members 
Mstep: Class 17 contains 13427 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6877 members 
Mstep: Class 20 contains 124908 members 
Mstep: Class 21 contains 47240 members 
Mstep: Class 23 contains 32424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089248.000000 Penalty: 49056.292969
Iteration 190Q: 23 clusters Score -1.020892e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10535 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 160026 members 
Mstep: Class 5 contains 101314 members 
Mstep: Class 6 contains 103105 members 
Mstep: Class 7 contains 84463 members 
Mstep: Class 8 contains 125940 members 
Mstep: Class 9 contains 15770 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38660 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9884 members 
Mstep: Class 16 contains 22028 members 
Mstep: Class 17 contains 13425 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 124827 members 
Mstep: Class 21 contains 47240 members 
Mstep: Class 23 contains 32408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089432.000000 Penalty: 49056.292969
Iteration 191Q: 23 clusters Score -1.020894e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10535 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 160018 members 
Mstep: Class 5 contains 101330 members 
Mstep: Class 6 contains 103034 members 
Mstep: Class 7 contains 84607 members 
Mstep: Class 8 contains 125946 members 
Mstep: Class 9 contains 15777 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38658 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22028 members 
Mstep: Class 17 contains 13425 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6930 members 
Mstep: Class 20 contains 124730 members 
Mstep: Class 21 contains 47240 members 
Mstep: Class 23 contains 32391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089456.000000 Penalty: 49056.292969
Iteration 192Q: 23 clusters Score -1.020895e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10535 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 160021 members 
Mstep: Class 5 contains 101350 members 
Mstep: Class 6 contains 102925 members 
Mstep: Class 7 contains 84734 members 
Mstep: Class 8 contains 125945 members 
Mstep: Class 9 contains 15776 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38656 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9879 members 
Mstep: Class 16 contains 22028 members 
Mstep: Class 17 contains 13424 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6953 members 
Mstep: Class 20 contains 124669 members 
Mstep: Class 21 contains 47238 members 
Mstep: Class 23 contains 32397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089448.000000 Penalty: 49056.292969
Iteration 193Q: 23 clusters Score -1.020894e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10535 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 160019 members 
Mstep: Class 5 contains 101368 members 
Mstep: Class 6 contains 102831 members 
Mstep: Class 7 contains 84885 members 
Mstep: Class 8 contains 125944 members 
Mstep: Class 9 contains 15780 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38655 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9879 members 
Mstep: Class 16 contains 22028 members 
Mstep: Class 17 contains 13423 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6976 members 
Mstep: Class 20 contains 124556 members 
Mstep: Class 21 contains 47237 members 
Mstep: Class 23 contains 32414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089360.000000 Penalty: 49056.292969
Iteration 194Q: 23 clusters Score -1.020894e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10535 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 160018 members 
Mstep: Class 5 contains 101387 members 
Mstep: Class 6 contains 102733 members 
Mstep: Class 7 contains 85028 members 
Mstep: Class 8 contains 125940 members 
Mstep: Class 9 contains 15776 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38654 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9880 members 
Mstep: Class 16 contains 22026 members 
Mstep: Class 17 contains 13424 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 6999 members 
Mstep: Class 20 contains 124447 members 
Mstep: Class 21 contains 47237 members 
Mstep: Class 23 contains 32445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089336.000000 Penalty: 49056.292969
Iteration 195Q: 23 clusters Score -1.020893e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10535 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 160017 members 
Mstep: Class 5 contains 101409 members 
Mstep: Class 6 contains 102683 members 
Mstep: Class 7 contains 85156 members 
Mstep: Class 8 contains 125936 members 
Mstep: Class 9 contains 15783 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38653 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9884 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 13426 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 7019 members 
Mstep: Class 20 contains 124318 members 
Mstep: Class 21 contains 47232 members 
Mstep: Class 23 contains 32454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089488.000000 Penalty: 49056.292969
Iteration 196Q: 23 clusters Score -1.020895e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 160022 members 
Mstep: Class 5 contains 101429 members 
Mstep: Class 6 contains 102641 members 
Mstep: Class 7 contains 85269 members 
Mstep: Class 8 contains 125931 members 
Mstep: Class 9 contains 15787 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38652 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9884 members 
Mstep: Class 16 contains 22021 members 
Mstep: Class 17 contains 13427 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 7039 members 
Mstep: Class 20 contains 124186 members 
Mstep: Class 21 contains 47230 members 
Mstep: Class 23 contains 32476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089408.000000 Penalty: 49056.292969
Iteration 197Q: 23 clusters Score -1.020894e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10537 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 160026 members 
Mstep: Class 5 contains 101447 members 
Mstep: Class 6 contains 102621 members 
Mstep: Class 7 contains 85376 members 
Mstep: Class 8 contains 125932 members 
Mstep: Class 9 contains 15784 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38651 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 22017 members 
Mstep: Class 17 contains 13428 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 7053 members 
Mstep: Class 20 contains 124039 members 
Mstep: Class 21 contains 47226 members 
Mstep: Class 23 contains 32510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089472.000000 Penalty: 49056.292969
Iteration 198Q: 23 clusters Score -1.020895e+08 nChanged 555
Entering ConstructFrom: 
Score: -102089472.000000 Penalty: 49056.292969
Entering ConstructFrom: 
Trying to split cluster 1 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -100034.875000 Penalty: 1119.723999
	Iteration 0F: 2 clusters Score -100034.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -98629.023438 Penalty: 2239.447998
	Iteration 0F: 3 clusters Score -98629.02 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -98909.609375 Penalty: 2239.447998
	Iteration 1F: 3 clusters Score -98909.61 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99011.750000 Penalty: 2239.447998
	Iteration 2F: 3 clusters Score -99011.75 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -99125.687500 Penalty: 2239.447998
	Iteration 3F: 3 clusters Score -99125.69 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -99198.148438 Penalty: 2239.447998
	Iteration 4F: 3 clusters Score -99198.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -99245.515625 Penalty: 2239.447998
	Iteration 5Q: 3 clusters Score -99245.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -99287.617188 Penalty: 2239.447998
	Iteration 6Q: 3 clusters Score -99287.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -99327.562500 Penalty: 2239.447998
	Iteration 7Q: 3 clusters Score -99327.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -99344.843750 Penalty: 2239.447998
	Iteration 8Q: 3 clusters Score -99344.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -99360.726562 Penalty: 2239.447998
	Iteration 9Q: 3 clusters Score -99360.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -99384.460938 Penalty: 2239.447998
	Iteration 10Q: 3 clusters Score -99384.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -99400.921875 Penalty: 2239.447998
	Iteration 11Q: 3 clusters Score -99400.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -99413.226562 Penalty: 2239.447998
	Iteration 12Q: 3 clusters Score -99413.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -99418.546875 Penalty: 2239.447998
	Iteration 13Q: 3 clusters Score -99418.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -99422.976562 Penalty: 2239.447998
	Iteration 14Q: 3 clusters Score -99422.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -99424.875000 Penalty: 2239.447998
	Iteration 15Q: 3 clusters Score -99424.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -99426.992188 Penalty: 2239.447998
	Iteration 16Q: 3 clusters Score -99426.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -99428.007812 Penalty: 2239.447998
	Iteration 17Q: 3 clusters Score -99428.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -99429.093750 Penalty: 2239.447998
	Iteration 18Q: 3 clusters Score -99429.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -99429.507812 Penalty: 2239.447998
	Iteration 19Q: 3 clusters Score -99429.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -99430.546875 Penalty: 2239.447998
	Iteration 20F: 3 clusters Score -99430.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -99446.828125 Penalty: 2239.447998
	Iteration 21Q: 3 clusters Score -99446.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -99452.007812 Penalty: 2239.447998
	Iteration 22Q: 3 clusters Score -99452.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -99456.570312 Penalty: 2239.447998
	Iteration 23Q: 3 clusters Score -99456.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -99461.109375 Penalty: 2239.447998
	Iteration 24Q: 3 clusters Score -99461.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -99468.640625 Penalty: 2239.447998
	Iteration 25Q: 3 clusters Score -99468.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -99471.554688 Penalty: 2239.447998
	Iteration 26Q: 3 clusters Score -99471.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -99475.218750 Penalty: 2239.447998
	Iteration 27Q: 3 clusters Score -99475.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -99476.171875 Penalty: 2239.447998
	Iteration 28Q: 3 clusters Score -99476.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -99478.515625 Penalty: 2239.447998
	Iteration 29Q: 3 clusters Score -99478.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -99478.742188 Penalty: 2239.447998
	Iteration 30Q: 3 clusters Score -99478.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -99478.742188 Penalty: 2239.447998
	Iteration 31F: 3 clusters Score -99478.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Entering Unmasked Estep 
Score: -1202906.125000 Penalty: 1505.195679
	Iteration 0F: 2 clusters Score -1202906 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 5284 members 
Entering Unmasked Estep 
Score: -1195363.125000 Penalty: 3010.391357
	Iteration 0F: 3 clusters Score -1195363 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1197740.625000 Penalty: 3010.391357
	Iteration 1F: 3 clusters Score -1197741 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1197970.000000 Penalty: 3010.391357
	Iteration 2F: 3 clusters Score -1197970 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1198154.375000 Penalty: 3010.391357
	Iteration 3Q: 3 clusters Score -1198154 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1198305.375000 Penalty: 3010.391357
	Iteration 4Q: 3 clusters Score -1198305 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1198458.875000 Penalty: 3010.391357
	Iteration 5Q: 3 clusters Score -1198459 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1198625.375000 Penalty: 3010.391357
	Iteration 6Q: 3 clusters Score -1198625 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1198840.125000 Penalty: 3010.391357
	Iteration 7Q: 3 clusters Score -1198840 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1199111.875000 Penalty: 3010.391357
	Iteration 8Q: 3 clusters Score -1199112 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1199448.750000 Penalty: 3010.391357
	Iteration 9F: 3 clusters Score -1199449 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1199773.250000 Penalty: 3010.391357
	Iteration 10F: 3 clusters Score -1199773 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1200083.625000 Penalty: 3010.391357
	Iteration 11Q: 3 clusters Score -1200084 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1200405.250000 Penalty: 3010.391357
	Iteration 12Q: 3 clusters Score -1200405 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1200739.625000 Penalty: 3010.391357
	Iteration 13Q: 3 clusters Score -1200740 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1201037.000000 Penalty: 3010.391357
	Iteration 14Q: 3 clusters Score -1201037 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1201270.000000 Penalty: 3010.391357
	Iteration 15Q: 3 clusters Score -1201270 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1201397.625000 Penalty: 3010.391357
	Iteration 16Q: 3 clusters Score -1201398 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1201458.625000 Penalty: 3010.391357
	Iteration 17Q: 3 clusters Score -1201459 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1201486.625000 Penalty: 3010.391357
	Iteration 18Q: 3 clusters Score -1201487 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1201510.250000 Penalty: 3010.391357
	Iteration 19Q: 3 clusters Score -1201510 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1201519.750000 Penalty: 3010.391357
	Iteration 20F: 3 clusters Score -1201520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1201532.375000 Penalty: 3010.391357
	Iteration 21Q: 3 clusters Score -1201532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1201540.875000 Penalty: 3010.391357
	Iteration 22Q: 3 clusters Score -1201541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1201551.125000 Penalty: 3010.391357
	Iteration 23Q: 3 clusters Score -1201551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1201555.125000 Penalty: 3010.391357
	Iteration 24Q: 3 clusters Score -1201555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1201561.875000 Penalty: 3010.391357
	Iteration 25Q: 3 clusters Score -1201562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1201563.500000 Penalty: 3010.391357
	Iteration 26Q: 3 clusters Score -1201564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1201566.875000 Penalty: 3010.391357
	Iteration 27Q: 3 clusters Score -1201567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1201572.625000 Penalty: 3010.391357
	Iteration 28Q: 3 clusters Score -1201573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1201579.250000 Penalty: 3010.391357
	Iteration 29Q: 3 clusters Score -1201579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1201584.125000 Penalty: 3010.391357
	Iteration 30Q: 3 clusters Score -1201584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1201589.750000 Penalty: 3010.391357
	Iteration 31Q: 3 clusters Score -1201590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1201595.375000 Penalty: 3010.391357
	Iteration 32Q: 3 clusters Score -1201595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1201597.000000 Penalty: 3010.391357
	Iteration 33Q: 3 clusters Score -1201597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1201596.125000 Penalty: 3010.391357
	Iteration 34Q: 3 clusters Score -1201596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1201605.000000 Penalty: 3010.391357
	Iteration 35Q: 3 clusters Score -1201605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1201608.250000 Penalty: 3010.391357
	Iteration 36Q: 3 clusters Score -1201608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1201616.375000 Penalty: 3010.391357
	Iteration 37Q: 3 clusters Score -1201616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1201615.625000 Penalty: 3010.391357
	Iteration 38Q: 3 clusters Score -1201616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1201615.625000 Penalty: 3010.391357
	Iteration 39Q: 3 clusters Score -1201616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1201619.000000 Penalty: 3010.391357
	Iteration 40F: 3 clusters Score -1201619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1201626.375000 Penalty: 3010.391357
	Iteration 41Q: 3 clusters Score -1201626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1201626.875000 Penalty: 3010.391357
	Iteration 42Q: 3 clusters Score -1201627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1201629.375000 Penalty: 3010.391357
	Iteration 43Q: 3 clusters Score -1201629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1201633.250000 Penalty: 3010.391357
	Iteration 44Q: 3 clusters Score -1201633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1201631.375000 Penalty: 3010.391357
	Iteration 45Q: 3 clusters Score -1201631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1201632.000000 Penalty: 3010.391357
	Iteration 46Q: 3 clusters Score -1201632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1201633.125000 Penalty: 3010.391357
	Iteration 47Q: 3 clusters Score -1201633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1201636.750000 Penalty: 3010.391357
	Iteration 48Q: 3 clusters Score -1201637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1201635.500000 Penalty: 3010.391357
	Iteration 49Q: 3 clusters Score -1201636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1201636.375000 Penalty: 3010.391357
	Iteration 50Q: 3 clusters Score -1201636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1201635.375000 Penalty: 3010.391357
	Iteration 51Q: 3 clusters Score -1201635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1201639.000000 Penalty: 3010.391357
	Iteration 52Q: 3 clusters Score -1201639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1201637.125000 Penalty: 3010.391357
	Iteration 53Q: 3 clusters Score -1201637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1201638.250000 Penalty: 3010.391357
	Iteration 54Q: 3 clusters Score -1201638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1201634.375000 Penalty: 3010.391357
	Iteration 55Q: 3 clusters Score -1201634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1201641.500000 Penalty: 3010.391357
	Iteration 56Q: 3 clusters Score -1201642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1201643.375000 Penalty: 3010.391357
	Iteration 57Q: 3 clusters Score -1201643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1201642.750000 Penalty: 3010.391357
	Iteration 58Q: 3 clusters Score -1201643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1201645.875000 Penalty: 3010.391357
	Iteration 59Q: 3 clusters Score -1201646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1201645.000000 Penalty: 3010.391357
	Iteration 60F: 3 clusters Score -1201645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1201646.875000 Penalty: 3010.391357
	Iteration 61Q: 3 clusters Score -1201647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1201648.000000 Penalty: 3010.391357
	Iteration 62Q: 3 clusters Score -1201648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1201648.750000 Penalty: 3010.391357
	Iteration 63Q: 3 clusters Score -1201649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1201649.500000 Penalty: 3010.391357
	Iteration 64Q: 3 clusters Score -1201650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1201650.875000 Penalty: 3010.391357
	Iteration 65Q: 3 clusters Score -1201651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1201652.750000 Penalty: 3010.391357
	Iteration 66Q: 3 clusters Score -1201653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1201651.875000 Penalty: 3010.391357
	Iteration 67Q: 3 clusters Score -1201652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1201651.875000 Penalty: 3010.391357
	Iteration 68F: 3 clusters Score -1201652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -479882.781250 Penalty: 1364.558472
	Iteration 0F: 2 clusters Score -479882.8 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 2251 members 
Entering Unmasked Estep 
Score: -476201.093750 Penalty: 2729.116943
	Iteration 0F: 3 clusters Score -476201.1 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -477154.437500 Penalty: 2729.116943
	Iteration 1F: 3 clusters Score -477154.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -477299.875000 Penalty: 2729.116943
	Iteration 2F: 3 clusters Score -477299.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -477400.468750 Penalty: 2729.116943
	Iteration 3Q: 3 clusters Score -477400.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -477479.406250 Penalty: 2729.116943
	Iteration 4Q: 3 clusters Score -477479.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -477552.312500 Penalty: 2729.116943
	Iteration 5Q: 3 clusters Score -477552.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -477610.375000 Penalty: 2729.116943
	Iteration 6Q: 3 clusters Score -477610.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -477669.968750 Penalty: 2729.116943
	Iteration 7Q: 3 clusters Score -477670 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -477736.093750 Penalty: 2729.116943
	Iteration 8Q: 3 clusters Score -477736.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -477836.718750 Penalty: 2729.116943
	Iteration 9Q: 3 clusters Score -477836.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -477969.781250 Penalty: 2729.116943
	Iteration 10Q: 3 clusters Score -477969.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -478116.781250 Penalty: 2729.116943
	Iteration 11Q: 3 clusters Score -478116.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -478305.031250 Penalty: 2729.116943
	Iteration 12Q: 3 clusters Score -478305 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -478499.687500 Penalty: 2729.116943
	Iteration 13Q: 3 clusters Score -478499.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -478671.281250 Penalty: 2729.116943
	Iteration 14Q: 3 clusters Score -478671.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -478793.812500 Penalty: 2729.116943
	Iteration 15Q: 3 clusters Score -478793.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -478864.468750 Penalty: 2729.116943
	Iteration 16Q: 3 clusters Score -478864.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -478909.375000 Penalty: 2729.116943
	Iteration 17Q: 3 clusters Score -478909.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -478949.906250 Penalty: 2729.116943
	Iteration 18Q: 3 clusters Score -478949.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -479001.843750 Penalty: 2729.116943
	Iteration 19Q: 3 clusters Score -479001.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -479038.593750 Penalty: 2729.116943
	Iteration 20F: 3 clusters Score -479038.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -479077.312500 Penalty: 2729.116943
	Iteration 21Q: 3 clusters Score -479077.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -479113.968750 Penalty: 2729.116943
	Iteration 22Q: 3 clusters Score -479114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -479130.093750 Penalty: 2729.116943
	Iteration 23Q: 3 clusters Score -479130.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -479139.406250 Penalty: 2729.116943
	Iteration 24Q: 3 clusters Score -479139.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -479141.593750 Penalty: 2729.116943
	Iteration 25Q: 3 clusters Score -479141.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -479143.343750 Penalty: 2729.116943
	Iteration 26Q: 3 clusters Score -479143.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -479146.281250 Penalty: 2729.116943
	Iteration 27Q: 3 clusters Score -479146.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -479146.593750 Penalty: 2729.116943
	Iteration 28Q: 3 clusters Score -479146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -479146.875000 Penalty: 2729.116943
	Iteration 29Q: 3 clusters Score -479146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -479147.156250 Penalty: 2729.116943
	Iteration 30Q: 3 clusters Score -479147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -479148.625000 Penalty: 2729.116943
	Iteration 31Q: 3 clusters Score -479148.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -479149.437500 Penalty: 2729.116943
	Iteration 32Q: 3 clusters Score -479149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -479149.531250 Penalty: 2729.116943
	Iteration 33Q: 3 clusters Score -479149.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -479149.531250 Penalty: 2729.116943
	Iteration 34F: 3 clusters Score -479149.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (160031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160031 members 
Entering Unmasked Estep 
Score: -18142012.000000 Penalty: 1947.257446
	Iteration 0F: 2 clusters Score -1.814201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 79833 members 
Entering Unmasked Estep 
Score: -18037746.000000 Penalty: 3894.514893
	Iteration 0F: 3 clusters Score -1.803775e+07 nChanged 77484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -18083486.000000 Penalty: 3894.514893
	Iteration 1F: 3 clusters Score -1.808349e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -18084440.000000 Penalty: 3894.514893
	Iteration 2Q: 3 clusters Score -1.808444e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84146 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -18085600.000000 Penalty: 3894.514893
	Iteration 3Q: 3 clusters Score -1.80856e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -18087466.000000 Penalty: 3894.514893
	Iteration 4Q: 3 clusters Score -1.808747e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -18090512.000000 Penalty: 3894.514893
	Iteration 5Q: 3 clusters Score -1.809051e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97011 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -18095042.000000 Penalty: 3894.514893
	Iteration 6Q: 3 clusters Score -1.809504e+07 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104256 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -18101442.000000 Penalty: 3894.514893
	Iteration 7F: 3 clusters Score -1.810144e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112122 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -18108612.000000 Penalty: 3894.514893
	Iteration 8F: 3 clusters Score -1.810861e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119358 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -18115172.000000 Penalty: 3894.514893
	Iteration 9F: 3 clusters Score -1.811517e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125222 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -18119880.000000 Penalty: 3894.514893
	Iteration 10Q: 3 clusters Score -1.811988e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129944 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -18122958.000000 Penalty: 3894.514893
	Iteration 11Q: 3 clusters Score -1.812296e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133908 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -18125202.000000 Penalty: 3894.514893
	Iteration 12Q: 3 clusters Score -1.81252e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137373 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -18126910.000000 Penalty: 3894.514893
	Iteration 13Q: 3 clusters Score -1.812691e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140582 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -18128702.000000 Penalty: 3894.514893
	Iteration 14Q: 3 clusters Score -1.81287e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -18130638.000000 Penalty: 3894.514893
	Iteration 15Q: 3 clusters Score -1.813064e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146392 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -18132278.000000 Penalty: 3894.514893
	Iteration 16Q: 3 clusters Score -1.813228e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149011 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -18134160.000000 Penalty: 3894.514893
	Iteration 17Q: 3 clusters Score -1.813416e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151360 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -18135996.000000 Penalty: 3894.514893
	Iteration 18Q: 3 clusters Score -1.8136e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153500 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -18137426.000000 Penalty: 3894.514893
	Iteration 19Q: 3 clusters Score -1.813743e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -18138466.000000 Penalty: 3894.514893
	Iteration 20F: 3 clusters Score -1.813847e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156520 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -18139118.000000 Penalty: 3894.514893
	Iteration 21Q: 3 clusters Score -1.813912e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157427 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -18139558.000000 Penalty: 3894.514893
	Iteration 22Q: 3 clusters Score -1.813956e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158062 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -18139876.000000 Penalty: 3894.514893
	Iteration 23Q: 3 clusters Score -1.813988e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158519 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -18140014.000000 Penalty: 3894.514893
	Iteration 24Q: 3 clusters Score -1.814001e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158809 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -18140060.000000 Penalty: 3894.514893
	Iteration 25Q: 3 clusters Score -1.814006e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158997 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -18140082.000000 Penalty: 3894.514893
	Iteration 26Q: 3 clusters Score -1.814008e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159122 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -18140166.000000 Penalty: 3894.514893
	Iteration 27Q: 3 clusters Score -1.814017e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159215 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -18140258.000000 Penalty: 3894.514893
	Iteration 28Q: 3 clusters Score -1.814026e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159289 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -18140282.000000 Penalty: 3894.514893
	Iteration 29Q: 3 clusters Score -1.814028e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159344 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -18140324.000000 Penalty: 3894.514893
	Iteration 30Q: 3 clusters Score -1.814032e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -18140338.000000 Penalty: 3894.514893
	Iteration 31Q: 3 clusters Score -1.814034e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159408 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -18140356.000000 Penalty: 3894.514893
	Iteration 32Q: 3 clusters Score -1.814036e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159436 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -18140368.000000 Penalty: 3894.514893
	Iteration 33Q: 3 clusters Score -1.814037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159450 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -18140406.000000 Penalty: 3894.514893
	Iteration 34Q: 3 clusters Score -1.814041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159457 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -18140422.000000 Penalty: 3894.514893
	Iteration 35Q: 3 clusters Score -1.814042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159466 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -18140422.000000 Penalty: 3894.514893
	Iteration 36Q: 3 clusters Score -1.814042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159475 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -18140430.000000 Penalty: 3894.514893
	Iteration 37Q: 3 clusters Score -1.814043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159485 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -18140446.000000 Penalty: 3894.514893
	Iteration 38Q: 3 clusters Score -1.814045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159494 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -18140436.000000 Penalty: 3894.514893
	Iteration 39Q: 3 clusters Score -1.814044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159504 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -18140436.000000 Penalty: 3894.514893
	Iteration 40F: 3 clusters Score -1.814044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159505 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -18140440.000000 Penalty: 3894.514893
	Iteration 41Q: 3 clusters Score -1.814044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159509 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -18140428.000000 Penalty: 3894.514893
	Iteration 42Q: 3 clusters Score -1.814043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159513 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -18140434.000000 Penalty: 3894.514893
	Iteration 43Q: 3 clusters Score -1.814043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159516 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -18140438.000000 Penalty: 3894.514893
	Iteration 44Q: 3 clusters Score -1.814044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159518 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -18140448.000000 Penalty: 3894.514893
	Iteration 45Q: 3 clusters Score -1.814045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159520 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -18140444.000000 Penalty: 3894.514893
	Iteration 46Q: 3 clusters Score -1.814044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159520 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -18140432.000000 Penalty: 3894.514893
	Iteration 47Q: 3 clusters Score -1.814043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159523 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -18140432.000000 Penalty: 3894.514893
	Iteration 48Q: 3 clusters Score -1.814043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159527 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -18140440.000000 Penalty: 3894.514893
	Iteration 49Q: 3 clusters Score -1.814044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159533 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -18140436.000000 Penalty: 3894.514893
	Iteration 50Q: 3 clusters Score -1.814044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159536 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -18140430.000000 Penalty: 3894.514893
	Iteration 51Q: 3 clusters Score -1.814043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159536 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -18140430.000000 Penalty: 3894.514893
	Iteration 52F: 3 clusters Score -1.814043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101454 members 
Entering Unmasked Estep 
Score: -11671645.000000 Penalty: 1873.196167
	Iteration 0F: 2 clusters Score -1.167164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -11606597.000000 Penalty: 3746.392334
	Iteration 0F: 3 clusters Score -1.16066e+07 nChanged 48242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -11634559.000000 Penalty: 3746.392334
	Iteration 1F: 3 clusters Score -1.163456e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -11635816.000000 Penalty: 3746.392334
	Iteration 2Q: 3 clusters Score -1.163582e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -11637467.000000 Penalty: 3746.392334
	Iteration 3Q: 3 clusters Score -1.163747e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -11639614.000000 Penalty: 3746.392334
	Iteration 4Q: 3 clusters Score -1.163961e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -11642233.000000 Penalty: 3746.392334
	Iteration 5F: 3 clusters Score -1.164223e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -11645691.000000 Penalty: 3746.392334
	Iteration 6F: 3 clusters Score -1.164569e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -11649816.000000 Penalty: 3746.392334
	Iteration 7F: 3 clusters Score -1.164982e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -11653270.000000 Penalty: 3746.392334
	Iteration 8F: 3 clusters Score -1.165327e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -11655268.000000 Penalty: 3746.392334
	Iteration 9Q: 3 clusters Score -1.165527e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -11656039.000000 Penalty: 3746.392334
	Iteration 10Q: 3 clusters Score -1.165604e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -11656459.000000 Penalty: 3746.392334
	Iteration 11Q: 3 clusters Score -1.165646e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -11656772.000000 Penalty: 3746.392334
	Iteration 12Q: 3 clusters Score -1.165677e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -11657142.000000 Penalty: 3746.392334
	Iteration 13Q: 3 clusters Score -1.165714e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -11657518.000000 Penalty: 3746.392334
	Iteration 14Q: 3 clusters Score -1.165752e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -11657907.000000 Penalty: 3746.392334
	Iteration 15Q: 3 clusters Score -1.165791e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -11658233.000000 Penalty: 3746.392334
	Iteration 16Q: 3 clusters Score -1.165823e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 70358 members 
Entering Unmasked Estep 
Score: -11658676.000000 Penalty: 3746.392334
	Iteration 17Q: 3 clusters Score -1.165868e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -11659075.000000 Penalty: 3746.392334
	Iteration 18Q: 3 clusters Score -1.165908e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
Score: -11659631.000000 Penalty: 3746.392334
	Iteration 19Q: 3 clusters Score -1.165963e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -11660159.000000 Penalty: 3746.392334
	Iteration 20F: 3 clusters Score -1.166016e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 76317 members 
Entering Unmasked Estep 
Score: -11660658.000000 Penalty: 3746.392334
	Iteration 21Q: 3 clusters Score -1.166066e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -11661148.000000 Penalty: 3746.392334
	Iteration 22Q: 3 clusters Score -1.166115e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -11661715.000000 Penalty: 3746.392334
	Iteration 23Q: 3 clusters Score -1.166172e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 81012 members 
Entering Unmasked Estep 
Score: -11662271.000000 Penalty: 3746.392334
	Iteration 24Q: 3 clusters Score -1.166227e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -11662895.000000 Penalty: 3746.392334
	Iteration 25Q: 3 clusters Score -1.16629e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 83988 members 
Entering Unmasked Estep 
Score: -11663410.000000 Penalty: 3746.392334
	Iteration 26Q: 3 clusters Score -1.166341e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 85431 members 
Entering Unmasked Estep 
Score: -11663892.000000 Penalty: 3746.392334
	Iteration 27Q: 3 clusters Score -1.166389e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 86818 members 
Entering Unmasked Estep 
Score: -11664368.000000 Penalty: 3746.392334
	Iteration 28Q: 3 clusters Score -1.166437e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -11664774.000000 Penalty: 3746.392334
	Iteration 29Q: 3 clusters Score -1.166477e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 89423 members 
Entering Unmasked Estep 
Score: -11665301.000000 Penalty: 3746.392334
	Iteration 30Q: 3 clusters Score -1.16653e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 90653 members 
Entering Unmasked Estep 
Score: -11665777.000000 Penalty: 3746.392334
	Iteration 31Q: 3 clusters Score -1.166578e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -11666315.000000 Penalty: 3746.392334
	Iteration 32Q: 3 clusters Score -1.166632e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 92977 members 
Entering Unmasked Estep 
Score: -11666826.000000 Penalty: 3746.392334
	Iteration 33Q: 3 clusters Score -1.166683e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -11667272.000000 Penalty: 3746.392334
	Iteration 34Q: 3 clusters Score -1.166727e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 94927 members 
Entering Unmasked Estep 
Score: -11667730.000000 Penalty: 3746.392334
	Iteration 35Q: 3 clusters Score -1.166773e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 95811 members 
Entering Unmasked Estep 
Score: -11668232.000000 Penalty: 3746.392334
	Iteration 36Q: 3 clusters Score -1.166823e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 96599 members 
Entering Unmasked Estep 
Score: -11668719.000000 Penalty: 3746.392334
	Iteration 37Q: 3 clusters Score -1.166872e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 97254 members 
Entering Unmasked Estep 
Score: -11669072.000000 Penalty: 3746.392334
	Iteration 38Q: 3 clusters Score -1.166907e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -11669408.000000 Penalty: 3746.392334
	Iteration 39Q: 3 clusters Score -1.166941e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 98283 members 
Entering Unmasked Estep 
Score: -11669670.000000 Penalty: 3746.392334
	Iteration 40F: 3 clusters Score -1.166967e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 98614 members 
Entering Unmasked Estep 
Score: -11669874.000000 Penalty: 3746.392334
	Iteration 41Q: 3 clusters Score -1.166987e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 98870 members 
Entering Unmasked Estep 
Score: -11670034.000000 Penalty: 3746.392334
	Iteration 42Q: 3 clusters Score -1.167003e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 99084 members 
Entering Unmasked Estep 
Score: -11670177.000000 Penalty: 3746.392334
	Iteration 43Q: 3 clusters Score -1.167018e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 99269 members 
Entering Unmasked Estep 
Score: -11670293.000000 Penalty: 3746.392334
	Iteration 44Q: 3 clusters Score -1.167029e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 99424 members 
Entering Unmasked Estep 
Score: -11670340.000000 Penalty: 3746.392334
	Iteration 45Q: 3 clusters Score -1.167034e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 99557 members 
Entering Unmasked Estep 
Score: -11670436.000000 Penalty: 3746.392334
	Iteration 46Q: 3 clusters Score -1.167044e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 99671 members 
Entering Unmasked Estep 
Score: -11670466.000000 Penalty: 3746.392334
	Iteration 47Q: 3 clusters Score -1.167047e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -11670550.000000 Penalty: 3746.392334
	Iteration 48Q: 3 clusters Score -1.167055e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -11670557.000000 Penalty: 3746.392334
	Iteration 49Q: 3 clusters Score -1.167056e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -11670568.000000 Penalty: 3746.392334
	Iteration 50Q: 3 clusters Score -1.167057e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 99922 members 
Entering Unmasked Estep 
Score: -11670588.000000 Penalty: 3746.392334
	Iteration 51Q: 3 clusters Score -1.167059e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 99964 members 
Entering Unmasked Estep 
Score: -11670598.000000 Penalty: 3746.392334
	Iteration 52Q: 3 clusters Score -1.16706e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 99997 members 
Entering Unmasked Estep 
Score: -11670608.000000 Penalty: 3746.392334
	Iteration 53Q: 3 clusters Score -1.167061e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 100024 members 
Entering Unmasked Estep 
Score: -11670644.000000 Penalty: 3746.392334
	Iteration 54Q: 3 clusters Score -1.167064e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -11670640.000000 Penalty: 3746.392334
	Iteration 55Q: 3 clusters Score -1.167064e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 100071 members 
Entering Unmasked Estep 
Score: -11670637.000000 Penalty: 3746.392334
	Iteration 56Q: 3 clusters Score -1.167064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 100082 members 
Entering Unmasked Estep 
Score: -11670655.000000 Penalty: 3746.392334
	Iteration 57Q: 3 clusters Score -1.167066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
Score: -11670652.000000 Penalty: 3746.392334
	Iteration 58Q: 3 clusters Score -1.167065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 100095 members 
Entering Unmasked Estep 
Score: -11670665.000000 Penalty: 3746.392334
	Iteration 59Q: 3 clusters Score -1.167066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 100102 members 
Entering Unmasked Estep 
Score: -11670664.000000 Penalty: 3746.392334
	Iteration 60F: 3 clusters Score -1.167066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 100108 members 
Entering Unmasked Estep 
Score: -11670666.000000 Penalty: 3746.392334
	Iteration 61Q: 3 clusters Score -1.167067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 100110 members 
Entering Unmasked Estep 
Score: -11670661.000000 Penalty: 3746.392334
	Iteration 62Q: 3 clusters Score -1.167066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 100113 members 
Entering Unmasked Estep 
Score: -11670678.000000 Penalty: 3746.392334
	Iteration 63Q: 3 clusters Score -1.167068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 100121 members 
Entering Unmasked Estep 
Score: -11670659.000000 Penalty: 3746.392334
	Iteration 64Q: 3 clusters Score -1.167066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 100130 members 
Entering Unmasked Estep 
Score: -11670677.000000 Penalty: 3746.392334
	Iteration 65Q: 3 clusters Score -1.167068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -11670684.000000 Penalty: 3746.392334
	Iteration 66Q: 3 clusters Score -1.167068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 100145 members 
Entering Unmasked Estep 
Score: -11670698.000000 Penalty: 3746.392334
	Iteration 67Q: 3 clusters Score -1.16707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 100152 members 
Entering Unmasked Estep 
Score: -11670684.000000 Penalty: 3746.392334
	Iteration 68Q: 3 clusters Score -1.167068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 100153 members 
Entering Unmasked Estep 
Score: -11670687.000000 Penalty: 3746.392334
	Iteration 69Q: 3 clusters Score -1.167069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 100156 members 
Entering Unmasked Estep 
Score: -11670675.000000 Penalty: 3746.392334
	Iteration 70Q: 3 clusters Score -1.167068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -11670674.000000 Penalty: 3746.392334
	Iteration 71Q: 3 clusters Score -1.167067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 100160 members 
Entering Unmasked Estep 
Score: -11670684.000000 Penalty: 3746.392334
	Iteration 72Q: 3 clusters Score -1.167068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 100164 members 
Entering Unmasked Estep 
Score: -11670689.000000 Penalty: 3746.392334
	Iteration 73Q: 3 clusters Score -1.167069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 100170 members 
Entering Unmasked Estep 
Score: -11670688.000000 Penalty: 3746.392334
	Iteration 74Q: 3 clusters Score -1.167069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 100172 members 
Entering Unmasked Estep 
Score: -11670691.000000 Penalty: 3746.392334
	Iteration 75Q: 3 clusters Score -1.167069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 100171 members 
Entering Unmasked Estep 
Score: -11670689.000000 Penalty: 3746.392334
	Iteration 76Q: 3 clusters Score -1.167069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 100171 members 
Entering Unmasked Estep 
Score: -11670689.000000 Penalty: 3746.392334
	Iteration 77F: 3 clusters Score -1.167069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (102614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102614 members 
Entering Unmasked Estep 
Score: -11921326.000000 Penalty: 1875.043579
	Iteration 0F: 2 clusters Score -1.192133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -11856299.000000 Penalty: 3750.087158
	Iteration 0F: 3 clusters Score -1.18563e+07 nChanged 49020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -11884615.000000 Penalty: 3750.087158
	Iteration 1F: 3 clusters Score -1.188462e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -11885105.000000 Penalty: 3750.087158
	Iteration 2Q: 3 clusters Score -1.18851e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -11885745.000000 Penalty: 3750.087158
	Iteration 3Q: 3 clusters Score -1.188574e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
Score: -11886899.000000 Penalty: 3750.087158
	Iteration 4Q: 3 clusters Score -1.18869e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -11888749.000000 Penalty: 3750.087158
	Iteration 5Q: 3 clusters Score -1.188875e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -11892231.000000 Penalty: 3750.087158
	Iteration 6F: 3 clusters Score -1.189223e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 76063 members 
Entering Unmasked Estep 
Score: -11897592.000000 Penalty: 3750.087158
	Iteration 7F: 3 clusters Score -1.189759e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 84875 members 
Entering Unmasked Estep 
Score: -11904695.000000 Penalty: 3750.087158
	Iteration 8F: 3 clusters Score -1.19047e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 93228 members 
Entering Unmasked Estep 
Score: -11911618.000000 Penalty: 3750.087158
	Iteration 9F: 3 clusters Score -1.191162e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 98885 members 
Entering Unmasked Estep 
Score: -11916420.000000 Penalty: 3750.087158
	Iteration 10F: 3 clusters Score -1.191642e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 101472 members 
Entering Unmasked Estep 
Score: -11918648.000000 Penalty: 3750.087158
	Iteration 11Q: 3 clusters Score -1.191865e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 102262 members 
Entering Unmasked Estep 
Score: -11919347.000000 Penalty: 3750.087158
	Iteration 12Q: 3 clusters Score -1.191935e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 102438 members 
Entering Unmasked Estep 
Score: -11919530.000000 Penalty: 3750.087158
	Iteration 13Q: 3 clusters Score -1.191953e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 102479 members 
Entering Unmasked Estep 
Score: -11919605.000000 Penalty: 3750.087158
	Iteration 14Q: 3 clusters Score -1.19196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -11919637.000000 Penalty: 3750.087158
	Iteration 15Q: 3 clusters Score -1.191964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 102495 members 
Entering Unmasked Estep 
Score: -11919643.000000 Penalty: 3750.087158
	Iteration 16Q: 3 clusters Score -1.191964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -11919654.000000 Penalty: 3750.087158
	Iteration 17Q: 3 clusters Score -1.191965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -11919658.000000 Penalty: 3750.087158
	Iteration 18Q: 3 clusters Score -1.191966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -11919658.000000 Penalty: 3750.087158
	Iteration 19F: 3 clusters Score -1.191966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (85461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85461 members 
Entering Unmasked Estep 
Score: -9914331.000000 Penalty: 1845.320068
	Iteration 0F: 2 clusters Score -9914331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -9857489.000000 Penalty: 3690.640137
	Iteration 0F: 3 clusters Score -9857489 nChanged 40754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -9881237.000000 Penalty: 3690.640137
	Iteration 1F: 3 clusters Score -9881237 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -9882896.000000 Penalty: 3690.640137
	Iteration 2Q: 3 clusters Score -9882896 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -9886345.000000 Penalty: 3690.640137
	Iteration 3F: 3 clusters Score -9886345 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -9892314.000000 Penalty: 3690.640137
	Iteration 4F: 3 clusters Score -9892314 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -9900575.000000 Penalty: 3690.640137
	Iteration 5F: 3 clusters Score -9900575 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -9908853.000000 Penalty: 3690.640137
	Iteration 6F: 3 clusters Score -9908853 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -9913800.000000 Penalty: 3690.640137
	Iteration 7Q: 3 clusters Score -9913800 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -9914678.000000 Penalty: 3690.640137
	Iteration 8Q: 3 clusters Score -9914678 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -9914846.000000 Penalty: 3690.640137
	Iteration 9Q: 3 clusters Score -9914846 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -9914914.000000 Penalty: 3690.640137
	Iteration 10Q: 3 clusters Score -9914914 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -9914961.000000 Penalty: 3690.640137
	Iteration 11Q: 3 clusters Score -9914961 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -9914970.000000 Penalty: 3690.640137
	Iteration 12Q: 3 clusters Score -9914970 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -9915009.000000 Penalty: 3690.640137
	Iteration 13Q: 3 clusters Score -9915009 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -9914978.000000 Penalty: 3690.640137
	Iteration 14Q: 3 clusters Score -9914978 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -9914986.000000 Penalty: 3690.640137
	Iteration 15Q: 3 clusters Score -9914986 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -9915022.000000 Penalty: 3690.640137
	Iteration 16Q: 3 clusters Score -9915022 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74464 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -9915017.000000 Penalty: 3690.640137
	Iteration 17Q: 3 clusters Score -9915017 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74610 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -9915008.000000 Penalty: 3690.640137
	Iteration 18Q: 3 clusters Score -9915008 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -9915003.000000 Penalty: 3690.640137
	Iteration 19Q: 3 clusters Score -9915003 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74940 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -9915055.000000 Penalty: 3690.640137
	Iteration 20F: 3 clusters Score -9915055 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -9915049.000000 Penalty: 3690.640137
	Iteration 21Q: 3 clusters Score -9915049 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75248 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -9915036.000000 Penalty: 3690.640137
	Iteration 22Q: 3 clusters Score -9915036 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -9915062.000000 Penalty: 3690.640137
	Iteration 23Q: 3 clusters Score -9915062 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75548 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -9915072.000000 Penalty: 3690.640137
	Iteration 24Q: 3 clusters Score -9915072 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75684 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -9915080.000000 Penalty: 3690.640137
	Iteration 25Q: 3 clusters Score -9915080 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -9915060.000000 Penalty: 3690.640137
	Iteration 26Q: 3 clusters Score -9915060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -9915046.000000 Penalty: 3690.640137
	Iteration 27Q: 3 clusters Score -9915046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -9915055.000000 Penalty: 3690.640137
	Iteration 28Q: 3 clusters Score -9915055 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -9915047.000000 Penalty: 3690.640137
	Iteration 29Q: 3 clusters Score -9915047 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -9915042.000000 Penalty: 3690.640137
	Iteration 30Q: 3 clusters Score -9915042 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -9915050.000000 Penalty: 3690.640137
	Iteration 31Q: 3 clusters Score -9915050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -9915049.000000 Penalty: 3690.640137
	Iteration 32Q: 3 clusters Score -9915049 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76281 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -9915032.000000 Penalty: 3690.640137
	Iteration 33Q: 3 clusters Score -9915032 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -9915039.000000 Penalty: 3690.640137
	Iteration 34Q: 3 clusters Score -9915039 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76473 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -9915049.000000 Penalty: 3690.640137
	Iteration 35Q: 3 clusters Score -9915049 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -9915050.000000 Penalty: 3690.640137
	Iteration 36Q: 3 clusters Score -9915050 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -9915054.000000 Penalty: 3690.640137
	Iteration 37Q: 3 clusters Score -9915054 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -9915055.000000 Penalty: 3690.640137
	Iteration 38Q: 3 clusters Score -9915055 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76804 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -9915026.000000 Penalty: 3690.640137
	Iteration 39Q: 3 clusters Score -9915026 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76882 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -9915038.000000 Penalty: 3690.640137
	Iteration 40F: 3 clusters Score -9915038 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -9915052.000000 Penalty: 3690.640137
	Iteration 41Q: 3 clusters Score -9915052 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -9915072.000000 Penalty: 3690.640137
	Iteration 42Q: 3 clusters Score -9915072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77099 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -9915046.000000 Penalty: 3690.640137
	Iteration 43Q: 3 clusters Score -9915046 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -9915042.000000 Penalty: 3690.640137
	Iteration 44Q: 3 clusters Score -9915042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -9915049.000000 Penalty: 3690.640137
	Iteration 45Q: 3 clusters Score -9915049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77237 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -9915039.000000 Penalty: 3690.640137
	Iteration 46Q: 3 clusters Score -9915039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -9915054.000000 Penalty: 3690.640137
	Iteration 47Q: 3 clusters Score -9915054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -9915048.000000 Penalty: 3690.640137
	Iteration 48Q: 3 clusters Score -9915048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -9915069.000000 Penalty: 3690.640137
	Iteration 49Q: 3 clusters Score -9915069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77388 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -9915070.000000 Penalty: 3690.640137
	Iteration 50Q: 3 clusters Score -9915070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77419 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -9915074.000000 Penalty: 3690.640137
	Iteration 51Q: 3 clusters Score -9915074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -9915077.000000 Penalty: 3690.640137
	Iteration 52Q: 3 clusters Score -9915077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -9915071.000000 Penalty: 3690.640137
	Iteration 53Q: 3 clusters Score -9915071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -9915060.000000 Penalty: 3690.640137
	Iteration 54Q: 3 clusters Score -9915060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -9915048.000000 Penalty: 3690.640137
	Iteration 55Q: 3 clusters Score -9915048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77556 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -9915041.000000 Penalty: 3690.640137
	Iteration 56Q: 3 clusters Score -9915041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77581 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -9915052.000000 Penalty: 3690.640137
	Iteration 57Q: 3 clusters Score -9915052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -9915060.000000 Penalty: 3690.640137
	Iteration 58Q: 3 clusters Score -9915060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -9915052.000000 Penalty: 3690.640137
	Iteration 59Q: 3 clusters Score -9915052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77654 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -9915077.000000 Penalty: 3690.640137
	Iteration 60F: 3 clusters Score -9915077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -9915076.000000 Penalty: 3690.640137
	Iteration 61Q: 3 clusters Score -9915076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77718 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -9915062.000000 Penalty: 3690.640137
	Iteration 62Q: 3 clusters Score -9915062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -9915069.000000 Penalty: 3690.640137
	Iteration 63Q: 3 clusters Score -9915069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -9915083.000000 Penalty: 3690.640137
	Iteration 64Q: 3 clusters Score -9915083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77789 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -9915084.000000 Penalty: 3690.640137
	Iteration 65Q: 3 clusters Score -9915084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77802 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -9915079.000000 Penalty: 3690.640137
	Iteration 66Q: 3 clusters Score -9915079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -9915071.000000 Penalty: 3690.640137
	Iteration 67Q: 3 clusters Score -9915071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -9915065.000000 Penalty: 3690.640137
	Iteration 68Q: 3 clusters Score -9915065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -9915063.000000 Penalty: 3690.640137
	Iteration 69Q: 3 clusters Score -9915063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77860 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -9915069.000000 Penalty: 3690.640137
	Iteration 70Q: 3 clusters Score -9915069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77878 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -9915065.000000 Penalty: 3690.640137
	Iteration 71Q: 3 clusters Score -9915065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77885 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -9915064.000000 Penalty: 3690.640137
	Iteration 72Q: 3 clusters Score -9915064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -9915060.000000 Penalty: 3690.640137
	Iteration 73Q: 3 clusters Score -9915060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77897 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -9915061.000000 Penalty: 3690.640137
	Iteration 74Q: 3 clusters Score -9915061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -9915057.000000 Penalty: 3690.640137
	Iteration 75Q: 3 clusters Score -9915057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -9915054.000000 Penalty: 3690.640137
	Iteration 76Q: 3 clusters Score -9915054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -9915050.000000 Penalty: 3690.640137
	Iteration 77Q: 3 clusters Score -9915050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77918 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -9915053.000000 Penalty: 3690.640137
	Iteration 78Q: 3 clusters Score -9915053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77926 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -9915057.000000 Penalty: 3690.640137
	Iteration 79Q: 3 clusters Score -9915057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77933 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -9915050.000000 Penalty: 3690.640137
	Iteration 80F: 3 clusters Score -9915050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77937 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -9915046.000000 Penalty: 3690.640137
	Iteration 81Q: 3 clusters Score -9915046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77943 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -9915046.000000 Penalty: 3690.640137
	Iteration 82Q: 3 clusters Score -9915046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77948 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -9915039.000000 Penalty: 3690.640137
	Iteration 83Q: 3 clusters Score -9915039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77954 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -9915035.000000 Penalty: 3690.640137
	Iteration 84Q: 3 clusters Score -9915035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -9915038.000000 Penalty: 3690.640137
	Iteration 85Q: 3 clusters Score -9915038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77959 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -9915028.000000 Penalty: 3690.640137
	Iteration 86Q: 3 clusters Score -9915028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77961 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -9915034.000000 Penalty: 3690.640137
	Iteration 87Q: 3 clusters Score -9915034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -9915033.000000 Penalty: 3690.640137
	Iteration 88Q: 3 clusters Score -9915033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -9915032.000000 Penalty: 3690.640137
	Iteration 89Q: 3 clusters Score -9915032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -9915032.000000 Penalty: 3690.640137
	Iteration 90F: 3 clusters Score -9915032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10538 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 160031 members 
Mstep: Class 5 contains 101454 members 
Mstep: Class 6 contains 102614 members 
Mstep: Class 7 contains 77963 members 
Mstep: Class 8 contains 125928 members 
Mstep: Class 9 contains 15776 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38649 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22020 members 
Mstep: Class 17 contains 13428 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 7066 members 
Mstep: Class 20 contains 123906 members 
Mstep: Class 21 contains 47225 members 
Mstep: Class 22 contains 7498 members 
Mstep: Class 23 contains 32553 members 
Entering Unmasked Estep 
Score: -102090136.000000 Penalty: 51286.125000
Splitting cluster 7 changes total score from -102089472.000000 to -102090136.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (125928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125928 members 
Entering Unmasked Estep 
Score: -14236885.000000 Penalty: 1908.313110
	Iteration 0F: 2 clusters Score -1.423688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -14152535.000000 Penalty: 3816.626221
	Iteration 0F: 3 clusters Score -1.415254e+07 nChanged 60909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -14189115.000000 Penalty: 3816.626221
	Iteration 1F: 3 clusters Score -1.418912e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 59156 members 
Entering Unmasked Estep 
Score: -14190383.000000 Penalty: 3816.626221
	Iteration 2Q: 3 clusters Score -1.419038e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -14192123.000000 Penalty: 3816.626221
	Iteration 3Q: 3 clusters Score -1.419212e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -14194614.000000 Penalty: 3816.626221
	Iteration 4Q: 3 clusters Score -1.419461e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -14198628.000000 Penalty: 3816.626221
	Iteration 5F: 3 clusters Score -1.419863e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -14204913.000000 Penalty: 3816.626221
	Iteration 6F: 3 clusters Score -1.420491e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89157 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -14212632.000000 Penalty: 3816.626221
	Iteration 7F: 3 clusters Score -1.421263e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94865 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -14219468.000000 Penalty: 3816.626221
	Iteration 8F: 3 clusters Score -1.421947e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99150 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -14224312.000000 Penalty: 3816.626221
	Iteration 9Q: 3 clusters Score -1.422431e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102305 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -14227200.000000 Penalty: 3816.626221
	Iteration 10Q: 3 clusters Score -1.42272e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104915 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -14228941.000000 Penalty: 3816.626221
	Iteration 11Q: 3 clusters Score -1.422894e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107215 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -14230299.000000 Penalty: 3816.626221
	Iteration 12Q: 3 clusters Score -1.42303e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109269 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -14231453.000000 Penalty: 3816.626221
	Iteration 13Q: 3 clusters Score -1.423145e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111105 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -14232423.000000 Penalty: 3816.626221
	Iteration 14Q: 3 clusters Score -1.423242e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112725 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -14233191.000000 Penalty: 3816.626221
	Iteration 15Q: 3 clusters Score -1.423319e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114112 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -14233938.000000 Penalty: 3816.626221
	Iteration 16Q: 3 clusters Score -1.423394e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115329 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -14234498.000000 Penalty: 3816.626221
	Iteration 17Q: 3 clusters Score -1.42345e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116388 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -14234890.000000 Penalty: 3816.626221
	Iteration 18Q: 3 clusters Score -1.423489e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117333 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -14235226.000000 Penalty: 3816.626221
	Iteration 19Q: 3 clusters Score -1.423523e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118130 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -14235432.000000 Penalty: 3816.626221
	Iteration 20F: 3 clusters Score -1.423543e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118824 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -14235721.000000 Penalty: 3816.626221
	Iteration 21Q: 3 clusters Score -1.423572e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119421 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -14235824.000000 Penalty: 3816.626221
	Iteration 22Q: 3 clusters Score -1.423582e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119909 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -14235950.000000 Penalty: 3816.626221
	Iteration 23Q: 3 clusters Score -1.423595e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120318 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -14235919.000000 Penalty: 3816.626221
	Iteration 24Q: 3 clusters Score -1.423592e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120696 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -14235985.000000 Penalty: 3816.626221
	Iteration 25Q: 3 clusters Score -1.423598e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121002 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -14236089.000000 Penalty: 3816.626221
	Iteration 26Q: 3 clusters Score -1.423609e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121293 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -14236146.000000 Penalty: 3816.626221
	Iteration 27Q: 3 clusters Score -1.423615e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121515 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -14236187.000000 Penalty: 3816.626221
	Iteration 28Q: 3 clusters Score -1.423619e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121713 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -14236228.000000 Penalty: 3816.626221
	Iteration 29Q: 3 clusters Score -1.423623e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121875 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -14236257.000000 Penalty: 3816.626221
	Iteration 30Q: 3 clusters Score -1.423626e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122026 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -14236294.000000 Penalty: 3816.626221
	Iteration 31Q: 3 clusters Score -1.423629e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122167 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -14236322.000000 Penalty: 3816.626221
	Iteration 32Q: 3 clusters Score -1.423632e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122285 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -14236342.000000 Penalty: 3816.626221
	Iteration 33Q: 3 clusters Score -1.423634e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122382 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -14236334.000000 Penalty: 3816.626221
	Iteration 34Q: 3 clusters Score -1.423633e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122461 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -14236328.000000 Penalty: 3816.626221
	Iteration 35Q: 3 clusters Score -1.423633e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122537 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -14236359.000000 Penalty: 3816.626221
	Iteration 36Q: 3 clusters Score -1.423636e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122602 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -14236365.000000 Penalty: 3816.626221
	Iteration 37Q: 3 clusters Score -1.423636e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122659 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -14236367.000000 Penalty: 3816.626221
	Iteration 38Q: 3 clusters Score -1.423637e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122707 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -14236362.000000 Penalty: 3816.626221
	Iteration 39Q: 3 clusters Score -1.423636e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122749 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -14236377.000000 Penalty: 3816.626221
	Iteration 40F: 3 clusters Score -1.423638e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122780 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -14236360.000000 Penalty: 3816.626221
	Iteration 41Q: 3 clusters Score -1.423636e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122792 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -14236365.000000 Penalty: 3816.626221
	Iteration 42Q: 3 clusters Score -1.423636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122811 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -14236366.000000 Penalty: 3816.626221
	Iteration 43Q: 3 clusters Score -1.423637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122823 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -14236375.000000 Penalty: 3816.626221
	Iteration 44Q: 3 clusters Score -1.423638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122847 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -14236367.000000 Penalty: 3816.626221
	Iteration 45Q: 3 clusters Score -1.423637e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122871 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -14236379.000000 Penalty: 3816.626221
	Iteration 46Q: 3 clusters Score -1.423638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122897 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -14236394.000000 Penalty: 3816.626221
	Iteration 47Q: 3 clusters Score -1.423639e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122923 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -14236402.000000 Penalty: 3816.626221
	Iteration 48Q: 3 clusters Score -1.42364e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122942 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -14236393.000000 Penalty: 3816.626221
	Iteration 49Q: 3 clusters Score -1.423639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122953 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -14236401.000000 Penalty: 3816.626221
	Iteration 50Q: 3 clusters Score -1.42364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122963 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -14236396.000000 Penalty: 3816.626221
	Iteration 51Q: 3 clusters Score -1.42364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122975 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -14236399.000000 Penalty: 3816.626221
	Iteration 52Q: 3 clusters Score -1.42364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122980 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -14236399.000000 Penalty: 3816.626221
	Iteration 53Q: 3 clusters Score -1.42364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122985 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -14236400.000000 Penalty: 3816.626221
	Iteration 54Q: 3 clusters Score -1.42364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122990 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -14236396.000000 Penalty: 3816.626221
	Iteration 55Q: 3 clusters Score -1.42364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122996 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -14236396.000000 Penalty: 3816.626221
	Iteration 56Q: 3 clusters Score -1.42364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123003 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -14236404.000000 Penalty: 3816.626221
	Iteration 57Q: 3 clusters Score -1.42364e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123014 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -14236406.000000 Penalty: 3816.626221
	Iteration 58Q: 3 clusters Score -1.423641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123019 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -14236421.000000 Penalty: 3816.626221
	Iteration 59Q: 3 clusters Score -1.423642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123025 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -14236422.000000 Penalty: 3816.626221
	Iteration 60F: 3 clusters Score -1.423642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123029 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -14236405.000000 Penalty: 3816.626221
	Iteration 61Q: 3 clusters Score -1.42364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123036 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -14236408.000000 Penalty: 3816.626221
	Iteration 62Q: 3 clusters Score -1.423641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123040 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -14236414.000000 Penalty: 3816.626221
	Iteration 63Q: 3 clusters Score -1.423641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123045 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -14236416.000000 Penalty: 3816.626221
	Iteration 64Q: 3 clusters Score -1.423642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123050 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -14236414.000000 Penalty: 3816.626221
	Iteration 65Q: 3 clusters Score -1.423641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123058 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -14236417.000000 Penalty: 3816.626221
	Iteration 66Q: 3 clusters Score -1.423642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123063 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -14236420.000000 Penalty: 3816.626221
	Iteration 67Q: 3 clusters Score -1.423642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123065 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -14236421.000000 Penalty: 3816.626221
	Iteration 68Q: 3 clusters Score -1.423642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123065 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -14236421.000000 Penalty: 3816.626221
	Iteration 69F: 3 clusters Score -1.423642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Entering Unmasked Estep 
Score: -1753179.875000 Penalty: 1570.764893
	Iteration 0F: 2 clusters Score -1753180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1742382.625000 Penalty: 3141.529785
	Iteration 0F: 3 clusters Score -1742383 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1745939.750000 Penalty: 3141.529785
	Iteration 1F: 3 clusters Score -1745940 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1746166.125000 Penalty: 3141.529785
	Iteration 2Q: 3 clusters Score -1746166 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1746328.250000 Penalty: 3141.529785
	Iteration 3Q: 3 clusters Score -1746328 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1746453.000000 Penalty: 3141.529785
	Iteration 4Q: 3 clusters Score -1746453 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1746556.250000 Penalty: 3141.529785
	Iteration 5Q: 3 clusters Score -1746556 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1746656.375000 Penalty: 3141.529785
	Iteration 6Q: 3 clusters Score -1746656 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1746745.875000 Penalty: 3141.529785
	Iteration 7Q: 3 clusters Score -1746746 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1746819.000000 Penalty: 3141.529785
	Iteration 8Q: 3 clusters Score -1746819 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1746881.625000 Penalty: 3141.529785
	Iteration 9Q: 3 clusters Score -1746882 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1746946.000000 Penalty: 3141.529785
	Iteration 10Q: 3 clusters Score -1746946 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1747023.500000 Penalty: 3141.529785
	Iteration 11Q: 3 clusters Score -1747024 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1747099.750000 Penalty: 3141.529785
	Iteration 12Q: 3 clusters Score -1747100 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1747167.750000 Penalty: 3141.529785
	Iteration 13Q: 3 clusters Score -1747168 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1747269.500000 Penalty: 3141.529785
	Iteration 14Q: 3 clusters Score -1747270 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1747399.625000 Penalty: 3141.529785
	Iteration 15Q: 3 clusters Score -1747400 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1747580.375000 Penalty: 3141.529785
	Iteration 16Q: 3 clusters Score -1747580 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1747821.375000 Penalty: 3141.529785
	Iteration 17Q: 3 clusters Score -1747821 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1748158.375000 Penalty: 3141.529785
	Iteration 18Q: 3 clusters Score -1748158 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1748519.875000 Penalty: 3141.529785
	Iteration 19Q: 3 clusters Score -1748520 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1748788.875000 Penalty: 3141.529785
	Iteration 20F: 3 clusters Score -1748789 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1748929.625000 Penalty: 3141.529785
	Iteration 21Q: 3 clusters Score -1748930 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1748984.750000 Penalty: 3141.529785
	Iteration 22Q: 3 clusters Score -1748985 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1749024.750000 Penalty: 3141.529785
	Iteration 23Q: 3 clusters Score -1749025 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1749048.125000 Penalty: 3141.529785
	Iteration 24Q: 3 clusters Score -1749048 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1749067.625000 Penalty: 3141.529785
	Iteration 25Q: 3 clusters Score -1749068 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1749078.625000 Penalty: 3141.529785
	Iteration 26Q: 3 clusters Score -1749079 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1749088.625000 Penalty: 3141.529785
	Iteration 27Q: 3 clusters Score -1749089 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1749112.000000 Penalty: 3141.529785
	Iteration 28Q: 3 clusters Score -1749112 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1749132.625000 Penalty: 3141.529785
	Iteration 29Q: 3 clusters Score -1749133 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1749153.750000 Penalty: 3141.529785
	Iteration 30Q: 3 clusters Score -1749154 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1749177.375000 Penalty: 3141.529785
	Iteration 31Q: 3 clusters Score -1749177 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1749191.000000 Penalty: 3141.529785
	Iteration 32Q: 3 clusters Score -1749191 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1749200.875000 Penalty: 3141.529785
	Iteration 33Q: 3 clusters Score -1749201 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1749211.250000 Penalty: 3141.529785
	Iteration 34Q: 3 clusters Score -1749211 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1749227.375000 Penalty: 3141.529785
	Iteration 35Q: 3 clusters Score -1749227 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1749236.250000 Penalty: 3141.529785
	Iteration 36Q: 3 clusters Score -1749236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1749243.500000 Penalty: 3141.529785
	Iteration 37Q: 3 clusters Score -1749244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1749249.875000 Penalty: 3141.529785
	Iteration 38Q: 3 clusters Score -1749250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1749252.750000 Penalty: 3141.529785
	Iteration 39Q: 3 clusters Score -1749253 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1749261.375000 Penalty: 3141.529785
	Iteration 40F: 3 clusters Score -1749261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1749266.125000 Penalty: 3141.529785
	Iteration 41Q: 3 clusters Score -1749266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1749272.125000 Penalty: 3141.529785
	Iteration 42Q: 3 clusters Score -1749272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1749276.250000 Penalty: 3141.529785
	Iteration 43Q: 3 clusters Score -1749276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1749285.625000 Penalty: 3141.529785
	Iteration 44Q: 3 clusters Score -1749286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1749298.375000 Penalty: 3141.529785
	Iteration 45Q: 3 clusters Score -1749298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1749308.750000 Penalty: 3141.529785
	Iteration 46Q: 3 clusters Score -1749309 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1749323.125000 Penalty: 3141.529785
	Iteration 47Q: 3 clusters Score -1749323 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1749341.875000 Penalty: 3141.529785
	Iteration 48Q: 3 clusters Score -1749342 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1749365.500000 Penalty: 3141.529785
	Iteration 49Q: 3 clusters Score -1749366 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1749389.000000 Penalty: 3141.529785
	Iteration 50Q: 3 clusters Score -1749389 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1749435.500000 Penalty: 3141.529785
	Iteration 51Q: 3 clusters Score -1749436 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1749486.250000 Penalty: 3141.529785
	Iteration 52Q: 3 clusters Score -1749486 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1749545.375000 Penalty: 3141.529785
	Iteration 53Q: 3 clusters Score -1749545 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1749613.250000 Penalty: 3141.529785
	Iteration 54Q: 3 clusters Score -1749613 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1749684.875000 Penalty: 3141.529785
	Iteration 55Q: 3 clusters Score -1749685 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1749746.875000 Penalty: 3141.529785
	Iteration 56Q: 3 clusters Score -1749747 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1749830.125000 Penalty: 3141.529785
	Iteration 57Q: 3 clusters Score -1749830 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1749922.125000 Penalty: 3141.529785
	Iteration 58Q: 3 clusters Score -1749922 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1750052.000000 Penalty: 3141.529785
	Iteration 59Q: 3 clusters Score -1750052 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1750200.750000 Penalty: 3141.529785
	Iteration 60F: 3 clusters Score -1750201 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1750345.250000 Penalty: 3141.529785
	Iteration 61Q: 3 clusters Score -1750345 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1750514.250000 Penalty: 3141.529785
	Iteration 62Q: 3 clusters Score -1750514 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1750660.875000 Penalty: 3141.529785
	Iteration 63Q: 3 clusters Score -1750661 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1750787.375000 Penalty: 3141.529785
	Iteration 64Q: 3 clusters Score -1750787 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1750903.125000 Penalty: 3141.529785
	Iteration 65Q: 3 clusters Score -1750903 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1750972.375000 Penalty: 3141.529785
	Iteration 66Q: 3 clusters Score -1750972 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1751010.250000 Penalty: 3141.529785
	Iteration 67Q: 3 clusters Score -1751010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1751024.750000 Penalty: 3141.529785
	Iteration 68Q: 3 clusters Score -1751025 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1751032.875000 Penalty: 3141.529785
	Iteration 69Q: 3 clusters Score -1751033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1751039.250000 Penalty: 3141.529785
	Iteration 70Q: 3 clusters Score -1751039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1751048.375000 Penalty: 3141.529785
	Iteration 71Q: 3 clusters Score -1751048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1751053.375000 Penalty: 3141.529785
	Iteration 72Q: 3 clusters Score -1751053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1751052.625000 Penalty: 3141.529785
	Iteration 73Q: 3 clusters Score -1751053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1751052.375000 Penalty: 3141.529785
	Iteration 74Q: 3 clusters Score -1751052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1751051.125000 Penalty: 3141.529785
	Iteration 75Q: 3 clusters Score -1751051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1751053.125000 Penalty: 3141.529785
	Iteration 76Q: 3 clusters Score -1751053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1751058.875000 Penalty: 3141.529785
	Iteration 77Q: 3 clusters Score -1751059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1751059.250000 Penalty: 3141.529785
	Iteration 78Q: 3 clusters Score -1751059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1751059.250000 Penalty: 3141.529785
	Iteration 79F: 3 clusters Score -1751059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -56933.062500 Penalty: 1021.776978
	Iteration 0F: 2 clusters Score -56933.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55812.609375 Penalty: 2043.553955
	Iteration 0F: 3 clusters Score -55812.61 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55961.273438 Penalty: 2043.553955
	Iteration 1F: 3 clusters Score -55961.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56001.910156 Penalty: 2043.553955
	Iteration 2F: 3 clusters Score -56001.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56019.585938 Penalty: 2043.553955
	Iteration 3Q: 3 clusters Score -56019.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -56030.074219 Penalty: 2043.553955
	Iteration 4Q: 3 clusters Score -56030.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56034.886719 Penalty: 2043.553955
	Iteration 5Q: 3 clusters Score -56034.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56036.406250 Penalty: 2043.553955
	Iteration 6Q: 3 clusters Score -56036.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56039.773438 Penalty: 2043.553955
	Iteration 7Q: 3 clusters Score -56039.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56039.773438 Penalty: 2043.553955
	Iteration 8F: 3 clusters Score -56039.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Entering Unmasked Estep 
Score: -4271772.000000 Penalty: 1716.369873
	Iteration 0F: 2 clusters Score -4271772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -4245749.000000 Penalty: 3432.739746
	Iteration 0F: 3 clusters Score -4245749 nChanged 18073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -4255798.000000 Penalty: 3432.739746
	Iteration 1F: 3 clusters Score -4255798 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -4256184.500000 Penalty: 3432.739746
	Iteration 2Q: 3 clusters Score -4256184 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -4256514.000000 Penalty: 3432.739746
	Iteration 3Q: 3 clusters Score -4256514 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -4256807.500000 Penalty: 3432.739746
	Iteration 4Q: 3 clusters Score -4256808 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4257060.500000 Penalty: 3432.739746
	Iteration 5Q: 3 clusters Score -4257060 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4257377.000000 Penalty: 3432.739746
	Iteration 6Q: 3 clusters Score -4257377 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -4257742.000000 Penalty: 3432.739746
	Iteration 7Q: 3 clusters Score -4257742 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -4258264.500000 Penalty: 3432.739746
	Iteration 8Q: 3 clusters Score -4258264 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -4258961.500000 Penalty: 3432.739746
	Iteration 9Q: 3 clusters Score -4258962 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -4259946.500000 Penalty: 3432.739746
	Iteration 10Q: 3 clusters Score -4259946 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -4261228.000000 Penalty: 3432.739746
	Iteration 11F: 3 clusters Score -4261228 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -4262627.500000 Penalty: 3432.739746
	Iteration 12F: 3 clusters Score -4262628 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -4263854.000000 Penalty: 3432.739746
	Iteration 13F: 3 clusters Score -4263854 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -4264681.500000 Penalty: 3432.739746
	Iteration 14Q: 3 clusters Score -4264682 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -4265220.000000 Penalty: 3432.739746
	Iteration 15Q: 3 clusters Score -4265220 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -4265666.000000 Penalty: 3432.739746
	Iteration 16Q: 3 clusters Score -4265666 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -4266092.500000 Penalty: 3432.739746
	Iteration 17Q: 3 clusters Score -4266092 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -4266594.000000 Penalty: 3432.739746
	Iteration 18Q: 3 clusters Score -4266594 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -4267115.000000 Penalty: 3432.739746
	Iteration 19Q: 3 clusters Score -4267115 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -4267693.000000 Penalty: 3432.739746
	Iteration 20F: 3 clusters Score -4267693 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -4268267.000000 Penalty: 3432.739746
	Iteration 21Q: 3 clusters Score -4268267 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -4268833.000000 Penalty: 3432.739746
	Iteration 22Q: 3 clusters Score -4268833 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -4269253.000000 Penalty: 3432.739746
	Iteration 23Q: 3 clusters Score -4269253 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -4269599.000000 Penalty: 3432.739746
	Iteration 24Q: 3 clusters Score -4269599 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4269850.500000 Penalty: 3432.739746
	Iteration 25Q: 3 clusters Score -4269850 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -4269993.000000 Penalty: 3432.739746
	Iteration 26Q: 3 clusters Score -4269993 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -4270092.000000 Penalty: 3432.739746
	Iteration 27Q: 3 clusters Score -4270092 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -4270148.000000 Penalty: 3432.739746
	Iteration 28Q: 3 clusters Score -4270148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4270206.500000 Penalty: 3432.739746
	Iteration 29Q: 3 clusters Score -4270206 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -4270227.000000 Penalty: 3432.739746
	Iteration 30Q: 3 clusters Score -4270227 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4270265.000000 Penalty: 3432.739746
	Iteration 31Q: 3 clusters Score -4270265 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -4270274.000000 Penalty: 3432.739746
	Iteration 32Q: 3 clusters Score -4270274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -4270294.500000 Penalty: 3432.739746
	Iteration 33Q: 3 clusters Score -4270294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4270303.000000 Penalty: 3432.739746
	Iteration 34Q: 3 clusters Score -4270303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4270312.000000 Penalty: 3432.739746
	Iteration 35Q: 3 clusters Score -4270312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4270322.500000 Penalty: 3432.739746
	Iteration 36Q: 3 clusters Score -4270322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4270333.000000 Penalty: 3432.739746
	Iteration 37Q: 3 clusters Score -4270333 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4270337.000000 Penalty: 3432.739746
	Iteration 38Q: 3 clusters Score -4270337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4270334.000000 Penalty: 3432.739746
	Iteration 39Q: 3 clusters Score -4270334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4270350.500000 Penalty: 3432.739746
	Iteration 40F: 3 clusters Score -4270350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -4270352.500000 Penalty: 3432.739746
	Iteration 41Q: 3 clusters Score -4270352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4270350.500000 Penalty: 3432.739746
	Iteration 42Q: 3 clusters Score -4270350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4270357.500000 Penalty: 3432.739746
	Iteration 43Q: 3 clusters Score -4270358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4270361.500000 Penalty: 3432.739746
	Iteration 44Q: 3 clusters Score -4270362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4270370.500000 Penalty: 3432.739746
	Iteration 45Q: 3 clusters Score -4270370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4270375.000000 Penalty: 3432.739746
	Iteration 46Q: 3 clusters Score -4270375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4270369.500000 Penalty: 3432.739746
	Iteration 47Q: 3 clusters Score -4270370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4270367.500000 Penalty: 3432.739746
	Iteration 48Q: 3 clusters Score -4270368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4270376.000000 Penalty: 3432.739746
	Iteration 49Q: 3 clusters Score -4270376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4270368.000000 Penalty: 3432.739746
	Iteration 50Q: 3 clusters Score -4270368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4270378.000000 Penalty: 3432.739746
	Iteration 51Q: 3 clusters Score -4270378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4270381.000000 Penalty: 3432.739746
	Iteration 52Q: 3 clusters Score -4270381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4270384.500000 Penalty: 3432.739746
	Iteration 53Q: 3 clusters Score -4270384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4270391.500000 Penalty: 3432.739746
	Iteration 54Q: 3 clusters Score -4270392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4270404.000000 Penalty: 3432.739746
	Iteration 55Q: 3 clusters Score -4270404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4270400.000000 Penalty: 3432.739746
	Iteration 56Q: 3 clusters Score -4270400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4270404.000000 Penalty: 3432.739746
	Iteration 57Q: 3 clusters Score -4270404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4270404.000000 Penalty: 3432.739746
	Iteration 58Q: 3 clusters Score -4270404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4270406.000000 Penalty: 3432.739746
	Iteration 59Q: 3 clusters Score -4270406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4270403.500000 Penalty: 3432.739746
	Iteration 60F: 3 clusters Score -4270404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4270409.000000 Penalty: 3432.739746
	Iteration 61Q: 3 clusters Score -4270409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4270408.500000 Penalty: 3432.739746
	Iteration 62Q: 3 clusters Score -4270408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4270413.500000 Penalty: 3432.739746
	Iteration 63Q: 3 clusters Score -4270414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4270407.500000 Penalty: 3432.739746
	Iteration 64Q: 3 clusters Score -4270408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4270406.500000 Penalty: 3432.739746
	Iteration 65Q: 3 clusters Score -4270406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4270409.500000 Penalty: 3432.739746
	Iteration 66Q: 3 clusters Score -4270410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4270405.000000 Penalty: 3432.739746
	Iteration 67Q: 3 clusters Score -4270405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4270405.500000 Penalty: 3432.739746
	Iteration 68Q: 3 clusters Score -4270406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4270405.500000 Penalty: 3432.739746
	Iteration 69Q: 3 clusters Score -4270406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4270408.000000 Penalty: 3432.739746
	Iteration 70Q: 3 clusters Score -4270408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4270408.000000 Penalty: 3432.739746
	Iteration 71F: 3 clusters Score -4270408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -261149.093750 Penalty: 1268.190796
	Iteration 0F: 2 clusters Score -261149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -258793.390625 Penalty: 2536.381592
	Iteration 0F: 3 clusters Score -258793.4 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -259415.640625 Penalty: 2536.381592
	Iteration 1F: 3 clusters Score -259415.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -259638.906250 Penalty: 2536.381592
	Iteration 2F: 3 clusters Score -259638.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -259799.734375 Penalty: 2536.381592
	Iteration 3F: 3 clusters Score -259799.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -259895.375000 Penalty: 2536.381592
	Iteration 4Q: 3 clusters Score -259895.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -259973.718750 Penalty: 2536.381592
	Iteration 5Q: 3 clusters Score -259973.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -260042.546875 Penalty: 2536.381592
	Iteration 6Q: 3 clusters Score -260042.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -260103.515625 Penalty: 2536.381592
	Iteration 7Q: 3 clusters Score -260103.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -260155.109375 Penalty: 2536.381592
	Iteration 8Q: 3 clusters Score -260155.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -260204.750000 Penalty: 2536.381592
	Iteration 9Q: 3 clusters Score -260204.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -260273.359375 Penalty: 2536.381592
	Iteration 10Q: 3 clusters Score -260273.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -260340.781250 Penalty: 2536.381592
	Iteration 11Q: 3 clusters Score -260340.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -260388.953125 Penalty: 2536.381592
	Iteration 12Q: 3 clusters Score -260389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -260417.125000 Penalty: 2536.381592
	Iteration 13Q: 3 clusters Score -260417.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -260436.375000 Penalty: 2536.381592
	Iteration 14Q: 3 clusters Score -260436.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -260448.468750 Penalty: 2536.381592
	Iteration 15Q: 3 clusters Score -260448.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -260461.625000 Penalty: 2536.381592
	Iteration 16Q: 3 clusters Score -260461.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -260473.015625 Penalty: 2536.381592
	Iteration 17Q: 3 clusters Score -260473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -260480.265625 Penalty: 2536.381592
	Iteration 18Q: 3 clusters Score -260480.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -260487.359375 Penalty: 2536.381592
	Iteration 19Q: 3 clusters Score -260487.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -260491.781250 Penalty: 2536.381592
	Iteration 20F: 3 clusters Score -260491.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -260495.484375 Penalty: 2536.381592
	Iteration 21Q: 3 clusters Score -260495.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -260496.421875 Penalty: 2536.381592
	Iteration 22Q: 3 clusters Score -260496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -260498.656250 Penalty: 2536.381592
	Iteration 23Q: 3 clusters Score -260498.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -260499.421875 Penalty: 2536.381592
	Iteration 24Q: 3 clusters Score -260499.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -260499.484375 Penalty: 2536.381592
	Iteration 25Q: 3 clusters Score -260499.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -260507.078125 Penalty: 2536.381592
	Iteration 26Q: 3 clusters Score -260507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -260508.500000 Penalty: 2536.381592
	Iteration 27Q: 3 clusters Score -260508.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -260508.609375 Penalty: 2536.381592
	Iteration 28Q: 3 clusters Score -260508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -260508.609375 Penalty: 2536.381592
	Iteration 29F: 3 clusters Score -260508.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -52827.042969 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -52827.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51772.718750 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -51772.72 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51952.820312 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -51952.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52021.722656 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -52021.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52052.761719 Penalty: 2013.844360
	Iteration 3Q: 3 clusters Score -52052.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52075.730469 Penalty: 2013.844360
	Iteration 4Q: 3 clusters Score -52075.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -52087.929688 Penalty: 2013.844360
	Iteration 5Q: 3 clusters Score -52087.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52092.808594 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -52092.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52101.863281 Penalty: 2013.844360
	Iteration 7Q: 3 clusters Score -52101.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52108.515625 Penalty: 2013.844360
	Iteration 8Q: 3 clusters Score -52108.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52115.863281 Penalty: 2013.844360
	Iteration 9Q: 3 clusters Score -52115.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52120.710938 Penalty: 2013.844360
	Iteration 10Q: 3 clusters Score -52120.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52129.902344 Penalty: 2013.844360
	Iteration 11Q: 3 clusters Score -52129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52131.375000 Penalty: 2013.844360
	Iteration 12Q: 3 clusters Score -52131.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52131.375000 Penalty: 2013.844360
	Iteration 13F: 3 clusters Score -52131.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Entering Unmasked Estep 
Score: -419003.187500 Penalty: 1335.158203
	Iteration 0F: 2 clusters Score -419003.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -415866.156250 Penalty: 2670.316406
	Iteration 0F: 3 clusters Score -415866.2 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -416739.593750 Penalty: 2670.316406
	Iteration 1F: 3 clusters Score -416739.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -416899.625000 Penalty: 2670.316406
	Iteration 2F: 3 clusters Score -416899.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -417046.093750 Penalty: 2670.316406
	Iteration 3F: 3 clusters Score -417046.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -417172.218750 Penalty: 2670.316406
	Iteration 4F: 3 clusters Score -417172.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -417297.281250 Penalty: 2670.316406
	Iteration 5Q: 3 clusters Score -417297.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -417419.750000 Penalty: 2670.316406
	Iteration 6Q: 3 clusters Score -417419.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -417537.312500 Penalty: 2670.316406
	Iteration 7Q: 3 clusters Score -417537.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -417669.437500 Penalty: 2670.316406
	Iteration 8Q: 3 clusters Score -417669.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -417824.125000 Penalty: 2670.316406
	Iteration 9Q: 3 clusters Score -417824.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -417946.468750 Penalty: 2670.316406
	Iteration 10Q: 3 clusters Score -417946.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -418039.000000 Penalty: 2670.316406
	Iteration 11Q: 3 clusters Score -418039 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -418105.656250 Penalty: 2670.316406
	Iteration 12Q: 3 clusters Score -418105.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -418150.031250 Penalty: 2670.316406
	Iteration 13Q: 3 clusters Score -418150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -418187.343750 Penalty: 2670.316406
	Iteration 14Q: 3 clusters Score -418187.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -418218.250000 Penalty: 2670.316406
	Iteration 15Q: 3 clusters Score -418218.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -418243.031250 Penalty: 2670.316406
	Iteration 16Q: 3 clusters Score -418243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -418263.500000 Penalty: 2670.316406
	Iteration 17Q: 3 clusters Score -418263.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -418270.156250 Penalty: 2670.316406
	Iteration 18Q: 3 clusters Score -418270.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -418274.000000 Penalty: 2670.316406
	Iteration 19Q: 3 clusters Score -418274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -418277.468750 Penalty: 2670.316406
	Iteration 20F: 3 clusters Score -418277.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -418282.031250 Penalty: 2670.316406
	Iteration 21Q: 3 clusters Score -418282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -418287.718750 Penalty: 2670.316406
	Iteration 22Q: 3 clusters Score -418287.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -418292.937500 Penalty: 2670.316406
	Iteration 23Q: 3 clusters Score -418292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -418293.937500 Penalty: 2670.316406
	Iteration 24Q: 3 clusters Score -418293.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -418296.250000 Penalty: 2670.316406
	Iteration 25Q: 3 clusters Score -418296.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -418299.562500 Penalty: 2670.316406
	Iteration 26Q: 3 clusters Score -418299.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -418302.812500 Penalty: 2670.316406
	Iteration 27Q: 3 clusters Score -418302.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -418307.312500 Penalty: 2670.316406
	Iteration 28Q: 3 clusters Score -418307.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -418309.812500 Penalty: 2670.316406
	Iteration 29Q: 3 clusters Score -418309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -418311.406250 Penalty: 2670.316406
	Iteration 30Q: 3 clusters Score -418311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -418311.750000 Penalty: 2670.316406
	Iteration 31Q: 3 clusters Score -418311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -418312.531250 Penalty: 2670.316406
	Iteration 32Q: 3 clusters Score -418312.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -418312.687500 Penalty: 2670.316406
	Iteration 33Q: 3 clusters Score -418312.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -418313.468750 Penalty: 2670.316406
	Iteration 34Q: 3 clusters Score -418313.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -418314.281250 Penalty: 2670.316406
	Iteration 35Q: 3 clusters Score -418314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -418315.531250 Penalty: 2670.316406
	Iteration 36Q: 3 clusters Score -418315.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -418316.656250 Penalty: 2670.316406
	Iteration 37Q: 3 clusters Score -418316.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -418320.156250 Penalty: 2670.316406
	Iteration 38Q: 3 clusters Score -418320.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -418323.156250 Penalty: 2670.316406
	Iteration 39Q: 3 clusters Score -418323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -418324.093750 Penalty: 2670.316406
	Iteration 40F: 3 clusters Score -418324.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -418325.281250 Penalty: 2670.316406
	Iteration 41Q: 3 clusters Score -418325.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -418326.156250 Penalty: 2670.316406
	Iteration 42Q: 3 clusters Score -418326.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -418326.156250 Penalty: 2670.316406
	Iteration 43F: 3 clusters Score -418326.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Entering Unmasked Estep 
Score: -1142025.125000 Penalty: 1494.734985
	Iteration 0F: 2 clusters Score -1142025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1134921.375000 Penalty: 2989.469971
	Iteration 0F: 3 clusters Score -1134921 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1137209.000000 Penalty: 2989.469971
	Iteration 1F: 3 clusters Score -1137209 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1137479.750000 Penalty: 2989.469971
	Iteration 2F: 3 clusters Score -1137480 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1137703.375000 Penalty: 2989.469971
	Iteration 3F: 3 clusters Score -1137703 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1137889.875000 Penalty: 2989.469971
	Iteration 4Q: 3 clusters Score -1137890 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1138077.250000 Penalty: 2989.469971
	Iteration 5Q: 3 clusters Score -1138077 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1138297.625000 Penalty: 2989.469971
	Iteration 6Q: 3 clusters Score -1138298 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1138573.125000 Penalty: 2989.469971
	Iteration 7Q: 3 clusters Score -1138573 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1138889.250000 Penalty: 2989.469971
	Iteration 8Q: 3 clusters Score -1138889 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1139236.625000 Penalty: 2989.469971
	Iteration 9Q: 3 clusters Score -1139237 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1139559.875000 Penalty: 2989.469971
	Iteration 10Q: 3 clusters Score -1139560 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1139843.375000 Penalty: 2989.469971
	Iteration 11Q: 3 clusters Score -1139843 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1140070.875000 Penalty: 2989.469971
	Iteration 12Q: 3 clusters Score -1140071 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1140247.750000 Penalty: 2989.469971
	Iteration 13Q: 3 clusters Score -1140248 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1140376.875000 Penalty: 2989.469971
	Iteration 14Q: 3 clusters Score -1140377 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1140468.500000 Penalty: 2989.469971
	Iteration 15Q: 3 clusters Score -1140468 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1140531.625000 Penalty: 2989.469971
	Iteration 16Q: 3 clusters Score -1140532 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1140596.500000 Penalty: 2989.469971
	Iteration 17Q: 3 clusters Score -1140596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1140639.000000 Penalty: 2989.469971
	Iteration 18Q: 3 clusters Score -1140639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1140660.625000 Penalty: 2989.469971
	Iteration 19Q: 3 clusters Score -1140661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1140675.750000 Penalty: 2989.469971
	Iteration 20F: 3 clusters Score -1140676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1140681.125000 Penalty: 2989.469971
	Iteration 21Q: 3 clusters Score -1140681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1140692.625000 Penalty: 2989.469971
	Iteration 22Q: 3 clusters Score -1140693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1140700.000000 Penalty: 2989.469971
	Iteration 23Q: 3 clusters Score -1140700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1140708.500000 Penalty: 2989.469971
	Iteration 24Q: 3 clusters Score -1140708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1140712.750000 Penalty: 2989.469971
	Iteration 25Q: 3 clusters Score -1140713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1140717.375000 Penalty: 2989.469971
	Iteration 26Q: 3 clusters Score -1140717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1140718.625000 Penalty: 2989.469971
	Iteration 27Q: 3 clusters Score -1140719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1140722.750000 Penalty: 2989.469971
	Iteration 28Q: 3 clusters Score -1140723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1140729.125000 Penalty: 2989.469971
	Iteration 29Q: 3 clusters Score -1140729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1140734.875000 Penalty: 2989.469971
	Iteration 30Q: 3 clusters Score -1140735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1140739.250000 Penalty: 2989.469971
	Iteration 31Q: 3 clusters Score -1140739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1140743.500000 Penalty: 2989.469971
	Iteration 32Q: 3 clusters Score -1140744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1140755.625000 Penalty: 2989.469971
	Iteration 33Q: 3 clusters Score -1140756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1140761.000000 Penalty: 2989.469971
	Iteration 34Q: 3 clusters Score -1140761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1140766.875000 Penalty: 2989.469971
	Iteration 35Q: 3 clusters Score -1140767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1140767.625000 Penalty: 2989.469971
	Iteration 36Q: 3 clusters Score -1140768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1140769.375000 Penalty: 2989.469971
	Iteration 37Q: 3 clusters Score -1140769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1140771.250000 Penalty: 2989.469971
	Iteration 38Q: 3 clusters Score -1140771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1140770.500000 Penalty: 2989.469971
	Iteration 39Q: 3 clusters Score -1140770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1140770.500000 Penalty: 2989.469971
	Iteration 40F: 3 clusters Score -1140770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Entering Unmasked Estep 
Score: -2537300.750000 Penalty: 1624.952271
	Iteration 0F: 2 clusters Score -2537301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2522352.500000 Penalty: 3249.904541
	Iteration 0F: 3 clusters Score -2522352 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2527956.750000 Penalty: 3249.904541
	Iteration 1F: 3 clusters Score -2527957 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2528403.000000 Penalty: 3249.904541
	Iteration 2F: 3 clusters Score -2528403 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2528903.250000 Penalty: 3249.904541
	Iteration 3F: 3 clusters Score -2528903 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2529597.250000 Penalty: 3249.904541
	Iteration 4F: 3 clusters Score -2529597 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2530581.000000 Penalty: 3249.904541
	Iteration 5F: 3 clusters Score -2530581 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2531874.000000 Penalty: 3249.904541
	Iteration 6F: 3 clusters Score -2531874 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2533243.750000 Penalty: 3249.904541
	Iteration 7F: 3 clusters Score -2533244 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2534336.250000 Penalty: 3249.904541
	Iteration 8F: 3 clusters Score -2534336 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2534989.750000 Penalty: 3249.904541
	Iteration 9Q: 3 clusters Score -2534990 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2535380.000000 Penalty: 3249.904541
	Iteration 10Q: 3 clusters Score -2535380 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2535597.000000 Penalty: 3249.904541
	Iteration 11Q: 3 clusters Score -2535597 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2535731.500000 Penalty: 3249.904541
	Iteration 12Q: 3 clusters Score -2535732 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2535818.250000 Penalty: 3249.904541
	Iteration 13Q: 3 clusters Score -2535818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2535883.750000 Penalty: 3249.904541
	Iteration 14Q: 3 clusters Score -2535884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2535924.500000 Penalty: 3249.904541
	Iteration 15Q: 3 clusters Score -2535924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2535962.750000 Penalty: 3249.904541
	Iteration 16Q: 3 clusters Score -2535963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2535981.000000 Penalty: 3249.904541
	Iteration 17Q: 3 clusters Score -2535981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2535990.500000 Penalty: 3249.904541
	Iteration 18Q: 3 clusters Score -2535990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2535998.000000 Penalty: 3249.904541
	Iteration 19Q: 3 clusters Score -2535998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2536002.500000 Penalty: 3249.904541
	Iteration 20F: 3 clusters Score -2536002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2536005.750000 Penalty: 3249.904541
	Iteration 21Q: 3 clusters Score -2536006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2536012.500000 Penalty: 3249.904541
	Iteration 22Q: 3 clusters Score -2536012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2536018.000000 Penalty: 3249.904541
	Iteration 23Q: 3 clusters Score -2536018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2536014.500000 Penalty: 3249.904541
	Iteration 24Q: 3 clusters Score -2536014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2536014.500000 Penalty: 3249.904541
	Iteration 25F: 3 clusters Score -2536014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Entering Unmasked Estep 
Score: -1553620.250000 Penalty: 1544.578369
	Iteration 0F: 2 clusters Score -1553620 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 6646 members 
Entering Unmasked Estep 
Score: -1544240.500000 Penalty: 3089.156738
	Iteration 0F: 3 clusters Score -1544240 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1547480.875000 Penalty: 3089.156738
	Iteration 1F: 3 clusters Score -1547481 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1547791.250000 Penalty: 3089.156738
	Iteration 2F: 3 clusters Score -1547791 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1548077.250000 Penalty: 3089.156738
	Iteration 3Q: 3 clusters Score -1548077 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1548324.000000 Penalty: 3089.156738
	Iteration 4Q: 3 clusters Score -1548324 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1548575.875000 Penalty: 3089.156738
	Iteration 5Q: 3 clusters Score -1548576 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1548865.125000 Penalty: 3089.156738
	Iteration 6Q: 3 clusters Score -1548865 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1549200.625000 Penalty: 3089.156738
	Iteration 7Q: 3 clusters Score -1549201 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1549644.750000 Penalty: 3089.156738
	Iteration 8Q: 3 clusters Score -1549645 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1550184.750000 Penalty: 3089.156738
	Iteration 9F: 3 clusters Score -1550185 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1550700.500000 Penalty: 3089.156738
	Iteration 10Q: 3 clusters Score -1550700 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1551131.250000 Penalty: 3089.156738
	Iteration 11Q: 3 clusters Score -1551131 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1551456.125000 Penalty: 3089.156738
	Iteration 12Q: 3 clusters Score -1551456 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1551671.125000 Penalty: 3089.156738
	Iteration 13Q: 3 clusters Score -1551671 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1551792.625000 Penalty: 3089.156738
	Iteration 14Q: 3 clusters Score -1551793 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1551879.625000 Penalty: 3089.156738
	Iteration 15Q: 3 clusters Score -1551880 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1551949.500000 Penalty: 3089.156738
	Iteration 16Q: 3 clusters Score -1551950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1552005.500000 Penalty: 3089.156738
	Iteration 17Q: 3 clusters Score -1552006 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1552042.625000 Penalty: 3089.156738
	Iteration 18Q: 3 clusters Score -1552043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1552067.000000 Penalty: 3089.156738
	Iteration 19Q: 3 clusters Score -1552067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1552086.875000 Penalty: 3089.156738
	Iteration 20F: 3 clusters Score -1552087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1552106.250000 Penalty: 3089.156738
	Iteration 21Q: 3 clusters Score -1552106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1552128.500000 Penalty: 3089.156738
	Iteration 22Q: 3 clusters Score -1552128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1552145.500000 Penalty: 3089.156738
	Iteration 23Q: 3 clusters Score -1552146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1552157.375000 Penalty: 3089.156738
	Iteration 24Q: 3 clusters Score -1552157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1552168.000000 Penalty: 3089.156738
	Iteration 25Q: 3 clusters Score -1552168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1552181.875000 Penalty: 3089.156738
	Iteration 26Q: 3 clusters Score -1552182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1552190.375000 Penalty: 3089.156738
	Iteration 27Q: 3 clusters Score -1552190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1552194.875000 Penalty: 3089.156738
	Iteration 28Q: 3 clusters Score -1552195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1552201.125000 Penalty: 3089.156738
	Iteration 29Q: 3 clusters Score -1552201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1552204.125000 Penalty: 3089.156738
	Iteration 30Q: 3 clusters Score -1552204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1552211.375000 Penalty: 3089.156738
	Iteration 31Q: 3 clusters Score -1552211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1552211.000000 Penalty: 3089.156738
	Iteration 32Q: 3 clusters Score -1552211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1552212.500000 Penalty: 3089.156738
	Iteration 33Q: 3 clusters Score -1552212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1552221.750000 Penalty: 3089.156738
	Iteration 34Q: 3 clusters Score -1552222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1552228.375000 Penalty: 3089.156738
	Iteration 35Q: 3 clusters Score -1552228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1552237.125000 Penalty: 3089.156738
	Iteration 36Q: 3 clusters Score -1552237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1552239.875000 Penalty: 3089.156738
	Iteration 37Q: 3 clusters Score -1552240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1552245.625000 Penalty: 3089.156738
	Iteration 38Q: 3 clusters Score -1552246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1552249.000000 Penalty: 3089.156738
	Iteration 39Q: 3 clusters Score -1552249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1552248.500000 Penalty: 3089.156738
	Iteration 40F: 3 clusters Score -1552248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1552249.750000 Penalty: 3089.156738
	Iteration 41Q: 3 clusters Score -1552250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1552250.250000 Penalty: 3089.156738
	Iteration 42Q: 3 clusters Score -1552250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1552256.250000 Penalty: 3089.156738
	Iteration 43Q: 3 clusters Score -1552256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1552259.750000 Penalty: 3089.156738
	Iteration 44Q: 3 clusters Score -1552260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1552261.500000 Penalty: 3089.156738
	Iteration 45Q: 3 clusters Score -1552262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1552267.500000 Penalty: 3089.156738
	Iteration 46Q: 3 clusters Score -1552268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1552269.000000 Penalty: 3089.156738
	Iteration 47Q: 3 clusters Score -1552269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1552271.875000 Penalty: 3089.156738
	Iteration 48Q: 3 clusters Score -1552272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1552272.250000 Penalty: 3089.156738
	Iteration 49Q: 3 clusters Score -1552272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1552273.750000 Penalty: 3089.156738
	Iteration 50Q: 3 clusters Score -1552274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1552273.750000 Penalty: 3089.156738
	Iteration 51F: 3 clusters Score -1552274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -188751.406250 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -188751.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -186910.718750 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -186910.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187230.593750 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -187230.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -187312.328125 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -187312.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -187363.359375 Penalty: 2399.190430
	Iteration 3Q: 3 clusters Score -187363.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -187405.375000 Penalty: 2399.190430
	Iteration 4Q: 3 clusters Score -187405.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -187430.500000 Penalty: 2399.190430
	Iteration 5Q: 3 clusters Score -187430.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -187445.640625 Penalty: 2399.190430
	Iteration 6Q: 3 clusters Score -187445.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -187457.078125 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -187457.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -187467.953125 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -187468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -187474.406250 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -187474.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -187480.656250 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -187480.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -187487.625000 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -187487.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -187492.828125 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -187492.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -187501.750000 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -187501.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -187509.937500 Penalty: 2399.190430
	Iteration 14Q: 3 clusters Score -187509.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -187518.515625 Penalty: 2399.190430
	Iteration 15Q: 3 clusters Score -187518.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -187525.406250 Penalty: 2399.190430
	Iteration 16Q: 3 clusters Score -187525.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -187529.484375 Penalty: 2399.190430
	Iteration 17Q: 3 clusters Score -187529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -187533.062500 Penalty: 2399.190430
	Iteration 18Q: 3 clusters Score -187533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -187533.421875 Penalty: 2399.190430
	Iteration 19Q: 3 clusters Score -187533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -187533.921875 Penalty: 2399.190430
	Iteration 20F: 3 clusters Score -187533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -187534.703125 Penalty: 2399.190430
	Iteration 21Q: 3 clusters Score -187534.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -187534.703125 Penalty: 2399.190430
	Iteration 22F: 3 clusters Score -187534.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Entering Unmasked Estep 
Score: -813994.687500 Penalty: 1440.245605
	Iteration 0F: 2 clusters Score -813994.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -808767.250000 Penalty: 2880.491211
	Iteration 0F: 3 clusters Score -808767.2 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -810255.000000 Penalty: 2880.491211
	Iteration 1F: 3 clusters Score -810255 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -810482.125000 Penalty: 2880.491211
	Iteration 2F: 3 clusters Score -810482.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -810784.500000 Penalty: 2880.491211
	Iteration 3F: 3 clusters Score -810784.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -811144.562500 Penalty: 2880.491211
	Iteration 4F: 3 clusters Score -811144.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -811541.687500 Penalty: 2880.491211
	Iteration 5F: 3 clusters Score -811541.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -811893.000000 Penalty: 2880.491211
	Iteration 6F: 3 clusters Score -811893 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -812194.375000 Penalty: 2880.491211
	Iteration 7F: 3 clusters Score -812194.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -812477.937500 Penalty: 2880.491211
	Iteration 8F: 3 clusters Score -812477.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -812745.812500 Penalty: 2880.491211
	Iteration 9F: 3 clusters Score -812745.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -812986.312500 Penalty: 2880.491211
	Iteration 10Q: 3 clusters Score -812986.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -813138.187500 Penalty: 2880.491211
	Iteration 11Q: 3 clusters Score -813138.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -813217.000000 Penalty: 2880.491211
	Iteration 12Q: 3 clusters Score -813217 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -813257.125000 Penalty: 2880.491211
	Iteration 13Q: 3 clusters Score -813257.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -813282.312500 Penalty: 2880.491211
	Iteration 14Q: 3 clusters Score -813282.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -813294.687500 Penalty: 2880.491211
	Iteration 15Q: 3 clusters Score -813294.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -813310.375000 Penalty: 2880.491211
	Iteration 16Q: 3 clusters Score -813310.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -813319.625000 Penalty: 2880.491211
	Iteration 17Q: 3 clusters Score -813319.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -813325.625000 Penalty: 2880.491211
	Iteration 18Q: 3 clusters Score -813325.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -813331.187500 Penalty: 2880.491211
	Iteration 19Q: 3 clusters Score -813331.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -813334.125000 Penalty: 2880.491211
	Iteration 20F: 3 clusters Score -813334.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -813335.250000 Penalty: 2880.491211
	Iteration 21Q: 3 clusters Score -813335.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -813338.562500 Penalty: 2880.491211
	Iteration 22Q: 3 clusters Score -813338.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -813340.437500 Penalty: 2880.491211
	Iteration 23Q: 3 clusters Score -813340.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -813340.687500 Penalty: 2880.491211
	Iteration 24Q: 3 clusters Score -813340.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -813342.250000 Penalty: 2880.491211
	Iteration 25Q: 3 clusters Score -813342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -813343.750000 Penalty: 2880.491211
	Iteration 26Q: 3 clusters Score -813343.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -813343.812500 Penalty: 2880.491211
	Iteration 27Q: 3 clusters Score -813343.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -813345.750000 Penalty: 2880.491211
	Iteration 28Q: 3 clusters Score -813345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -813346.125000 Penalty: 2880.491211
	Iteration 29Q: 3 clusters Score -813346.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -813345.125000 Penalty: 2880.491211
	Iteration 30Q: 3 clusters Score -813345.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -813348.187500 Penalty: 2880.491211
	Iteration 31Q: 3 clusters Score -813348.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -813350.000000 Penalty: 2880.491211
	Iteration 32Q: 3 clusters Score -813350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -813351.312500 Penalty: 2880.491211
	Iteration 33Q: 3 clusters Score -813351.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -813351.000000 Penalty: 2880.491211
	Iteration 34Q: 3 clusters Score -813351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -813352.125000 Penalty: 2880.491211
	Iteration 35Q: 3 clusters Score -813352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -813353.062500 Penalty: 2880.491211
	Iteration 36Q: 3 clusters Score -813353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -813354.750000 Penalty: 2880.491211
	Iteration 37Q: 3 clusters Score -813354.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -813356.062500 Penalty: 2880.491211
	Iteration 38Q: 3 clusters Score -813356.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -813355.562500 Penalty: 2880.491211
	Iteration 39Q: 3 clusters Score -813355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -813353.687500 Penalty: 2880.491211
	Iteration 40F: 3 clusters Score -813353.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -813356.187500 Penalty: 2880.491211
	Iteration 41Q: 3 clusters Score -813356.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -813356.687500 Penalty: 2880.491211
	Iteration 42Q: 3 clusters Score -813356.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -813357.812500 Penalty: 2880.491211
	Iteration 43Q: 3 clusters Score -813357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -813355.437500 Penalty: 2880.491211
	Iteration 44Q: 3 clusters Score -813355.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -813354.875000 Penalty: 2880.491211
	Iteration 45Q: 3 clusters Score -813354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -813356.937500 Penalty: 2880.491211
	Iteration 46Q: 3 clusters Score -813356.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -813358.375000 Penalty: 2880.491211
	Iteration 47Q: 3 clusters Score -813358.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -813358.437500 Penalty: 2880.491211
	Iteration 48Q: 3 clusters Score -813358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -813358.687500 Penalty: 2880.491211
	Iteration 49Q: 3 clusters Score -813358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -813359.812500 Penalty: 2880.491211
	Iteration 50Q: 3 clusters Score -813359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -813359.687500 Penalty: 2880.491211
	Iteration 51Q: 3 clusters Score -813359.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -813361.750000 Penalty: 2880.491211
	Iteration 52Q: 3 clusters Score -813361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -813360.125000 Penalty: 2880.491211
	Iteration 53Q: 3 clusters Score -813360.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -813361.312500 Penalty: 2880.491211
	Iteration 54Q: 3 clusters Score -813361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -813360.812500 Penalty: 2880.491211
	Iteration 55Q: 3 clusters Score -813360.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -813362.187500 Penalty: 2880.491211
	Iteration 56Q: 3 clusters Score -813362.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -813363.625000 Penalty: 2880.491211
	Iteration 57Q: 3 clusters Score -813363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -813365.312500 Penalty: 2880.491211
	Iteration 58Q: 3 clusters Score -813365.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -813369.125000 Penalty: 2880.491211
	Iteration 59Q: 3 clusters Score -813369.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -813368.000000 Penalty: 2880.491211
	Iteration 60F: 3 clusters Score -813368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -813369.500000 Penalty: 2880.491211
	Iteration 61Q: 3 clusters Score -813369.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -813372.312500 Penalty: 2880.491211
	Iteration 62Q: 3 clusters Score -813372.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -813373.500000 Penalty: 2880.491211
	Iteration 63Q: 3 clusters Score -813373.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -813374.187500 Penalty: 2880.491211
	Iteration 64Q: 3 clusters Score -813374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -813376.625000 Penalty: 2880.491211
	Iteration 65Q: 3 clusters Score -813376.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -813377.625000 Penalty: 2880.491211
	Iteration 66Q: 3 clusters Score -813377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -813377.312500 Penalty: 2880.491211
	Iteration 67Q: 3 clusters Score -813377.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -813376.875000 Penalty: 2880.491211
	Iteration 68Q: 3 clusters Score -813376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -813376.875000 Penalty: 2880.491211
	Iteration 69Q: 3 clusters Score -813376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -813378.375000 Penalty: 2880.491211
	Iteration 70Q: 3 clusters Score -813378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -813377.312500 Penalty: 2880.491211
	Iteration 71Q: 3 clusters Score -813377.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -813378.187500 Penalty: 2880.491211
	Iteration 72Q: 3 clusters Score -813378.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -813379.875000 Penalty: 2880.491211
	Iteration 73Q: 3 clusters Score -813379.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -813380.562500 Penalty: 2880.491211
	Iteration 74Q: 3 clusters Score -813380.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -813379.937500 Penalty: 2880.491211
	Iteration 75Q: 3 clusters Score -813379.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -813379.937500 Penalty: 2880.491211
	Iteration 76F: 3 clusters Score -813379.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (123906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123906 members 
Entering Unmasked Estep 
Score: -14414130.000000 Penalty: 1905.682739
	Iteration 0F: 2 clusters Score -1.441413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -14337604.000000 Penalty: 3811.365479
	Iteration 0F: 3 clusters Score -1.43376e+07 nChanged 59424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -14372359.000000 Penalty: 3811.365479
	Iteration 1F: 3 clusters Score -1.437236e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 67731 members 
Entering Unmasked Estep 
Score: -14372998.000000 Penalty: 3811.365479
	Iteration 2Q: 3 clusters Score -1.4373e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 71111 members 
Entering Unmasked Estep 
Score: -14374290.000000 Penalty: 3811.365479
	Iteration 3Q: 3 clusters Score -1.437429e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -14376655.000000 Penalty: 3811.365479
	Iteration 4Q: 3 clusters Score -1.437666e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 83922 members 
Entering Unmasked Estep 
Score: -14380949.000000 Penalty: 3811.365479
	Iteration 5F: 3 clusters Score -1.438095e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 94766 members 
Entering Unmasked Estep 
Score: -14387785.000000 Penalty: 3811.365479
	Iteration 6F: 3 clusters Score -1.438778e+07 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 107024 members 
Entering Unmasked Estep 
Score: -14397244.000000 Penalty: 3811.365479
	Iteration 7F: 3 clusters Score -1.439724e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 116650 members 
Entering Unmasked Estep 
Score: -14405798.000000 Penalty: 3811.365479
	Iteration 8F: 3 clusters Score -1.44058e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 121467 members 
Entering Unmasked Estep 
Score: -14410270.000000 Penalty: 3811.365479
	Iteration 9Q: 3 clusters Score -1.441027e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 123071 members 
Entering Unmasked Estep 
Score: -14411854.000000 Penalty: 3811.365479
	Iteration 10Q: 3 clusters Score -1.441185e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 123516 members 
Entering Unmasked Estep 
Score: -14412400.000000 Penalty: 3811.365479
	Iteration 11Q: 3 clusters Score -1.44124e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 123617 members 
Entering Unmasked Estep 
Score: -14412590.000000 Penalty: 3811.365479
	Iteration 12Q: 3 clusters Score -1.441259e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 123647 members 
Entering Unmasked Estep 
Score: -14412655.000000 Penalty: 3811.365479
	Iteration 13Q: 3 clusters Score -1.441266e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 123662 members 
Entering Unmasked Estep 
Score: -14412705.000000 Penalty: 3811.365479
	Iteration 14Q: 3 clusters Score -1.44127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 123664 members 
Entering Unmasked Estep 
Score: -14412735.000000 Penalty: 3811.365479
	Iteration 15Q: 3 clusters Score -1.441274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 123666 members 
Entering Unmasked Estep 
Score: -14412757.000000 Penalty: 3811.365479
	Iteration 16Q: 3 clusters Score -1.441276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 123667 members 
Entering Unmasked Estep 
Score: -14412797.000000 Penalty: 3811.365479
	Iteration 17Q: 3 clusters Score -1.44128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 123663 members 
Entering Unmasked Estep 
Score: -14412836.000000 Penalty: 3811.365479
	Iteration 18Q: 3 clusters Score -1.441284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 123663 members 
Entering Unmasked Estep 
Score: -14412851.000000 Penalty: 3811.365479
	Iteration 19Q: 3 clusters Score -1.441285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 123660 members 
Entering Unmasked Estep 
Score: -14412866.000000 Penalty: 3811.365479
	Iteration 20F: 3 clusters Score -1.441287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 123661 members 
Entering Unmasked Estep 
Score: -14412874.000000 Penalty: 3811.365479
	Iteration 21Q: 3 clusters Score -1.441287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 123660 members 
Entering Unmasked Estep 
Score: -14412876.000000 Penalty: 3811.365479
	Iteration 22Q: 3 clusters Score -1.441288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 123659 members 
Entering Unmasked Estep 
Score: -14412891.000000 Penalty: 3811.365479
	Iteration 23Q: 3 clusters Score -1.441289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 123656 members 
Entering Unmasked Estep 
Score: -14412886.000000 Penalty: 3811.365479
	Iteration 24Q: 3 clusters Score -1.441289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 123651 members 
Entering Unmasked Estep 
Score: -14412887.000000 Penalty: 3811.365479
	Iteration 25Q: 3 clusters Score -1.441289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 123650 members 
Entering Unmasked Estep 
Score: -14412899.000000 Penalty: 3811.365479
	Iteration 26Q: 3 clusters Score -1.44129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 123649 members 
Entering Unmasked Estep 
Score: -14412903.000000 Penalty: 3811.365479
	Iteration 27Q: 3 clusters Score -1.44129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 123650 members 
Entering Unmasked Estep 
Score: -14412925.000000 Penalty: 3811.365479
	Iteration 28Q: 3 clusters Score -1.441292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 123652 members 
Entering Unmasked Estep 
Score: -14412936.000000 Penalty: 3811.365479
	Iteration 29Q: 3 clusters Score -1.441294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 123647 members 
Entering Unmasked Estep 
Score: -14412934.000000 Penalty: 3811.365479
	Iteration 30Q: 3 clusters Score -1.441293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 123640 members 
Entering Unmasked Estep 
Score: -14412962.000000 Penalty: 3811.365479
	Iteration 31Q: 3 clusters Score -1.441296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 123640 members 
Entering Unmasked Estep 
Score: -14412956.000000 Penalty: 3811.365479
	Iteration 32Q: 3 clusters Score -1.441296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 123637 members 
Entering Unmasked Estep 
Score: -14412963.000000 Penalty: 3811.365479
	Iteration 33Q: 3 clusters Score -1.441296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 123634 members 
Entering Unmasked Estep 
Score: -14412958.000000 Penalty: 3811.365479
	Iteration 34Q: 3 clusters Score -1.441296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 123634 members 
Entering Unmasked Estep 
Score: -14412958.000000 Penalty: 3811.365479
	Iteration 35F: 3 clusters Score -1.441296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Entering Unmasked Estep 
Score: -5416557.500000 Penalty: 1748.935303
	Iteration 0F: 2 clusters Score -5416558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -5385090.500000 Penalty: 3497.870605
	Iteration 0F: 3 clusters Score -5385090 nChanged 22044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -5397419.000000 Penalty: 3497.870605
	Iteration 1F: 3 clusters Score -5397419 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -5397929.000000 Penalty: 3497.870605
	Iteration 2Q: 3 clusters Score -5397929 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -5398564.000000 Penalty: 3497.870605
	Iteration 3Q: 3 clusters Score -5398564 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -5399378.500000 Penalty: 3497.870605
	Iteration 4Q: 3 clusters Score -5399378 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -5400484.000000 Penalty: 3497.870605
	Iteration 5Q: 3 clusters Score -5400484 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -5402069.500000 Penalty: 3497.870605
	Iteration 6F: 3 clusters Score -5402070 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -5404212.000000 Penalty: 3497.870605
	Iteration 7F: 3 clusters Score -5404212 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -5406497.500000 Penalty: 3497.870605
	Iteration 8F: 3 clusters Score -5406498 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -5408679.500000 Penalty: 3497.870605
	Iteration 9F: 3 clusters Score -5408680 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -5410470.000000 Penalty: 3497.870605
	Iteration 10Q: 3 clusters Score -5410470 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -5411613.000000 Penalty: 3497.870605
	Iteration 11Q: 3 clusters Score -5411613 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -5412363.500000 Penalty: 3497.870605
	Iteration 12Q: 3 clusters Score -5412364 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -5412906.500000 Penalty: 3497.870605
	Iteration 13Q: 3 clusters Score -5412906 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -5413271.500000 Penalty: 3497.870605
	Iteration 14Q: 3 clusters Score -5413272 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -5413574.500000 Penalty: 3497.870605
	Iteration 15Q: 3 clusters Score -5413574 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -5413863.000000 Penalty: 3497.870605
	Iteration 16Q: 3 clusters Score -5413863 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -5414077.500000 Penalty: 3497.870605
	Iteration 17Q: 3 clusters Score -5414078 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -5414298.000000 Penalty: 3497.870605
	Iteration 18Q: 3 clusters Score -5414298 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -5414461.000000 Penalty: 3497.870605
	Iteration 19Q: 3 clusters Score -5414461 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -5414589.500000 Penalty: 3497.870605
	Iteration 20F: 3 clusters Score -5414590 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -5414684.000000 Penalty: 3497.870605
	Iteration 21Q: 3 clusters Score -5414684 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -5414773.500000 Penalty: 3497.870605
	Iteration 22Q: 3 clusters Score -5414774 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -5414849.000000 Penalty: 3497.870605
	Iteration 23Q: 3 clusters Score -5414849 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -5414888.500000 Penalty: 3497.870605
	Iteration 24Q: 3 clusters Score -5414888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -5414931.000000 Penalty: 3497.870605
	Iteration 25Q: 3 clusters Score -5414931 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -5414945.000000 Penalty: 3497.870605
	Iteration 26Q: 3 clusters Score -5414945 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -5414966.500000 Penalty: 3497.870605
	Iteration 27Q: 3 clusters Score -5414966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -5414980.000000 Penalty: 3497.870605
	Iteration 28Q: 3 clusters Score -5414980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -5414994.500000 Penalty: 3497.870605
	Iteration 29Q: 3 clusters Score -5414994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -5415007.500000 Penalty: 3497.870605
	Iteration 30Q: 3 clusters Score -5415008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -5415006.000000 Penalty: 3497.870605
	Iteration 31Q: 3 clusters Score -5415006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -5415015.500000 Penalty: 3497.870605
	Iteration 32Q: 3 clusters Score -5415016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -5415027.500000 Penalty: 3497.870605
	Iteration 33Q: 3 clusters Score -5415028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -5415038.000000 Penalty: 3497.870605
	Iteration 34Q: 3 clusters Score -5415038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -5415045.500000 Penalty: 3497.870605
	Iteration 35Q: 3 clusters Score -5415046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -5415047.000000 Penalty: 3497.870605
	Iteration 36Q: 3 clusters Score -5415047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -5415054.500000 Penalty: 3497.870605
	Iteration 37Q: 3 clusters Score -5415054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -5415058.500000 Penalty: 3497.870605
	Iteration 38Q: 3 clusters Score -5415058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -5415059.000000 Penalty: 3497.870605
	Iteration 39Q: 3 clusters Score -5415059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -5415062.000000 Penalty: 3497.870605
	Iteration 40F: 3 clusters Score -5415062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -5415065.000000 Penalty: 3497.870605
	Iteration 41Q: 3 clusters Score -5415065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -5415065.000000 Penalty: 3497.870605
	Iteration 42F: 3 clusters Score -5415065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Entering Unmasked Estep 
Score: -3775742.750000 Penalty: 1688.476562
	Iteration 0F: 2 clusters Score -3775743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3753829.750000 Penalty: 3376.953125
	Iteration 0F: 3 clusters Score -3753830 nChanged 15055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -3762051.250000 Penalty: 3376.953125
	Iteration 1F: 3 clusters Score -3762051 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3762505.250000 Penalty: 3376.953125
	Iteration 2Q: 3 clusters Score -3762505 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3762917.000000 Penalty: 3376.953125
	Iteration 3Q: 3 clusters Score -3762917 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3763341.000000 Penalty: 3376.953125
	Iteration 4Q: 3 clusters Score -3763341 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3763880.750000 Penalty: 3376.953125
	Iteration 5Q: 3 clusters Score -3763881 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3764554.750000 Penalty: 3376.953125
	Iteration 6Q: 3 clusters Score -3764555 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3765500.500000 Penalty: 3376.953125
	Iteration 7Q: 3 clusters Score -3765500 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -3766790.500000 Penalty: 3376.953125
	Iteration 8F: 3 clusters Score -3766790 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -3768145.000000 Penalty: 3376.953125
	Iteration 9F: 3 clusters Score -3768145 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3769272.000000 Penalty: 3376.953125
	Iteration 10F: 3 clusters Score -3769272 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3769954.250000 Penalty: 3376.953125
	Iteration 11Q: 3 clusters Score -3769954 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -3770399.750000 Penalty: 3376.953125
	Iteration 12Q: 3 clusters Score -3770400 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3770757.500000 Penalty: 3376.953125
	Iteration 13Q: 3 clusters Score -3770758 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3771052.500000 Penalty: 3376.953125
	Iteration 14Q: 3 clusters Score -3771052 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3771303.500000 Penalty: 3376.953125
	Iteration 15Q: 3 clusters Score -3771304 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3771533.000000 Penalty: 3376.953125
	Iteration 16Q: 3 clusters Score -3771533 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3771726.250000 Penalty: 3376.953125
	Iteration 17Q: 3 clusters Score -3771726 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3771901.500000 Penalty: 3376.953125
	Iteration 18Q: 3 clusters Score -3771902 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3772054.500000 Penalty: 3376.953125
	Iteration 19Q: 3 clusters Score -3772054 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3772220.000000 Penalty: 3376.953125
	Iteration 20F: 3 clusters Score -3772220 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3772402.750000 Penalty: 3376.953125
	Iteration 21Q: 3 clusters Score -3772403 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3772551.000000 Penalty: 3376.953125
	Iteration 22Q: 3 clusters Score -3772551 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3772689.000000 Penalty: 3376.953125
	Iteration 23Q: 3 clusters Score -3772689 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -3772818.500000 Penalty: 3376.953125
	Iteration 24Q: 3 clusters Score -3772818 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3772929.750000 Penalty: 3376.953125
	Iteration 25Q: 3 clusters Score -3772930 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3773069.500000 Penalty: 3376.953125
	Iteration 26Q: 3 clusters Score -3773070 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3773203.000000 Penalty: 3376.953125
	Iteration 27Q: 3 clusters Score -3773203 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3773349.500000 Penalty: 3376.953125
	Iteration 28Q: 3 clusters Score -3773350 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3773513.250000 Penalty: 3376.953125
	Iteration 29Q: 3 clusters Score -3773513 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3773671.500000 Penalty: 3376.953125
	Iteration 30Q: 3 clusters Score -3773672 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3773813.250000 Penalty: 3376.953125
	Iteration 31Q: 3 clusters Score -3773813 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -3773883.250000 Penalty: 3376.953125
	Iteration 32Q: 3 clusters Score -3773883 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -3773945.250000 Penalty: 3376.953125
	Iteration 33Q: 3 clusters Score -3773945 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -3773958.750000 Penalty: 3376.953125
	Iteration 34Q: 3 clusters Score -3773959 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -3773984.250000 Penalty: 3376.953125
	Iteration 35Q: 3 clusters Score -3773984 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3773997.250000 Penalty: 3376.953125
	Iteration 36Q: 3 clusters Score -3773997 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -3774002.250000 Penalty: 3376.953125
	Iteration 37Q: 3 clusters Score -3774002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3774008.000000 Penalty: 3376.953125
	Iteration 38Q: 3 clusters Score -3774008 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -3774027.250000 Penalty: 3376.953125
	Iteration 39Q: 3 clusters Score -3774027 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3774070.250000 Penalty: 3376.953125
	Iteration 40F: 3 clusters Score -3774070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3774090.500000 Penalty: 3376.953125
	Iteration 41Q: 3 clusters Score -3774090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -3774092.250000 Penalty: 3376.953125
	Iteration 42Q: 3 clusters Score -3774092 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3774110.500000 Penalty: 3376.953125
	Iteration 43Q: 3 clusters Score -3774110 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -3774110.000000 Penalty: 3376.953125
	Iteration 44Q: 3 clusters Score -3774110 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -3774132.750000 Penalty: 3376.953125
	Iteration 45Q: 3 clusters Score -3774133 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -3774144.750000 Penalty: 3376.953125
	Iteration 46Q: 3 clusters Score -3774145 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -3774148.500000 Penalty: 3376.953125
	Iteration 47Q: 3 clusters Score -3774148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -3774157.500000 Penalty: 3376.953125
	Iteration 48Q: 3 clusters Score -3774158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3774155.000000 Penalty: 3376.953125
	Iteration 49Q: 3 clusters Score -3774155 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -3774171.250000 Penalty: 3376.953125
	Iteration 50Q: 3 clusters Score -3774171 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -3774180.000000 Penalty: 3376.953125
	Iteration 51Q: 3 clusters Score -3774180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3774182.500000 Penalty: 3376.953125
	Iteration 52Q: 3 clusters Score -3774182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3774182.500000 Penalty: 3376.953125
	Iteration 53Q: 3 clusters Score -3774182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -3774184.500000 Penalty: 3376.953125
	Iteration 54Q: 3 clusters Score -3774184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -3774189.500000 Penalty: 3376.953125
	Iteration 55Q: 3 clusters Score -3774190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -3774188.500000 Penalty: 3376.953125
	Iteration 56Q: 3 clusters Score -3774188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -3774194.750000 Penalty: 3376.953125
	Iteration 57Q: 3 clusters Score -3774195 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3774205.500000 Penalty: 3376.953125
	Iteration 58Q: 3 clusters Score -3774206 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3774207.000000 Penalty: 3376.953125
	Iteration 59Q: 3 clusters Score -3774207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -3774206.750000 Penalty: 3376.953125
	Iteration 60F: 3 clusters Score -3774207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3774213.250000 Penalty: 3376.953125
	Iteration 61Q: 3 clusters Score -3774213 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3774224.750000 Penalty: 3376.953125
	Iteration 62Q: 3 clusters Score -3774225 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -3774233.500000 Penalty: 3376.953125
	Iteration 63Q: 3 clusters Score -3774234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3774237.500000 Penalty: 3376.953125
	Iteration 64Q: 3 clusters Score -3774238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -3774239.750000 Penalty: 3376.953125
	Iteration 65Q: 3 clusters Score -3774240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -3774246.750000 Penalty: 3376.953125
	Iteration 66Q: 3 clusters Score -3774247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3774248.000000 Penalty: 3376.953125
	Iteration 67Q: 3 clusters Score -3774248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3774243.250000 Penalty: 3376.953125
	Iteration 68Q: 3 clusters Score -3774243 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3774240.500000 Penalty: 3376.953125
	Iteration 69Q: 3 clusters Score -3774240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3774241.000000 Penalty: 3376.953125
	Iteration 70Q: 3 clusters Score -3774241 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3774255.750000 Penalty: 3376.953125
	Iteration 71Q: 3 clusters Score -3774256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3774252.750000 Penalty: 3376.953125
	Iteration 72Q: 3 clusters Score -3774253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -3774260.750000 Penalty: 3376.953125
	Iteration 73Q: 3 clusters Score -3774261 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -3774255.250000 Penalty: 3376.953125
	Iteration 74Q: 3 clusters Score -3774255 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3774259.500000 Penalty: 3376.953125
	Iteration 75Q: 3 clusters Score -3774260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3774271.500000 Penalty: 3376.953125
	Iteration 76Q: 3 clusters Score -3774272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3774276.500000 Penalty: 3376.953125
	Iteration 77Q: 3 clusters Score -3774276 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3774278.250000 Penalty: 3376.953125
	Iteration 78Q: 3 clusters Score -3774278 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -3774301.500000 Penalty: 3376.953125
	Iteration 79Q: 3 clusters Score -3774302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3774301.250000 Penalty: 3376.953125
	Iteration 80F: 3 clusters Score -3774301 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -3774309.250000 Penalty: 3376.953125
	Iteration 81Q: 3 clusters Score -3774309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3774313.750000 Penalty: 3376.953125
	Iteration 82Q: 3 clusters Score -3774314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3774318.500000 Penalty: 3376.953125
	Iteration 83Q: 3 clusters Score -3774318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -3774312.250000 Penalty: 3376.953125
	Iteration 84Q: 3 clusters Score -3774312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3774312.500000 Penalty: 3376.953125
	Iteration 85Q: 3 clusters Score -3774312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3774316.000000 Penalty: 3376.953125
	Iteration 86Q: 3 clusters Score -3774316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3774316.250000 Penalty: 3376.953125
	Iteration 87Q: 3 clusters Score -3774316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3774317.000000 Penalty: 3376.953125
	Iteration 88Q: 3 clusters Score -3774317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3774317.250000 Penalty: 3376.953125
	Iteration 89Q: 3 clusters Score -3774317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3774317.250000 Penalty: 3376.953125
	Iteration 90Q: 3 clusters Score -3774317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3774328.500000 Penalty: 3376.953125
	Iteration 91Q: 3 clusters Score -3774328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3774332.000000 Penalty: 3376.953125
	Iteration 92Q: 3 clusters Score -3774332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -3774333.750000 Penalty: 3376.953125
	Iteration 93Q: 3 clusters Score -3774334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -3774332.500000 Penalty: 3376.953125
	Iteration 94Q: 3 clusters Score -3774332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3774340.750000 Penalty: 3376.953125
	Iteration 95Q: 3 clusters Score -3774341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3774343.000000 Penalty: 3376.953125
	Iteration 96Q: 3 clusters Score -3774343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3774347.750000 Penalty: 3376.953125
	Iteration 97Q: 3 clusters Score -3774348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3774345.500000 Penalty: 3376.953125
	Iteration 98Q: 3 clusters Score -3774346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -3774340.250000 Penalty: 3376.953125
	Iteration 99Q: 3 clusters Score -3774340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3774338.500000 Penalty: 3376.953125
	Iteration 100F: 3 clusters Score -3774338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3774339.250000 Penalty: 3376.953125
	Iteration 101Q: 3 clusters Score -3774339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3774344.000000 Penalty: 3376.953125
	Iteration 102Q: 3 clusters Score -3774344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3774334.750000 Penalty: 3376.953125
	Iteration 103Q: 3 clusters Score -3774335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3774322.750000 Penalty: 3376.953125
	Iteration 104Q: 3 clusters Score -3774323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3774325.500000 Penalty: 3376.953125
	Iteration 105Q: 3 clusters Score -3774326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3774338.750000 Penalty: 3376.953125
	Iteration 106Q: 3 clusters Score -3774339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -3774339.000000 Penalty: 3376.953125
	Iteration 107Q: 3 clusters Score -3774339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -3774342.500000 Penalty: 3376.953125
	Iteration 108Q: 3 clusters Score -3774342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -3774342.000000 Penalty: 3376.953125
	Iteration 109Q: 3 clusters Score -3774342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3774346.750000 Penalty: 3376.953125
	Iteration 110Q: 3 clusters Score -3774347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -3774348.000000 Penalty: 3376.953125
	Iteration 111Q: 3 clusters Score -3774348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3774344.250000 Penalty: 3376.953125
	Iteration 112Q: 3 clusters Score -3774344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -3774353.250000 Penalty: 3376.953125
	Iteration 113Q: 3 clusters Score -3774353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3774354.750000 Penalty: 3376.953125
	Iteration 114Q: 3 clusters Score -3774355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -3774351.500000 Penalty: 3376.953125
	Iteration 115Q: 3 clusters Score -3774352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -3774355.500000 Penalty: 3376.953125
	Iteration 116Q: 3 clusters Score -3774356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3774358.250000 Penalty: 3376.953125
	Iteration 117Q: 3 clusters Score -3774358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3774350.750000 Penalty: 3376.953125
	Iteration 118Q: 3 clusters Score -3774351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3774355.500000 Penalty: 3376.953125
	Iteration 119Q: 3 clusters Score -3774356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3774366.500000 Penalty: 3376.953125
	Iteration 120F: 3 clusters Score -3774366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -3774368.500000 Penalty: 3376.953125
	Iteration 121Q: 3 clusters Score -3774368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3774370.750000 Penalty: 3376.953125
	Iteration 122Q: 3 clusters Score -3774371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3774375.750000 Penalty: 3376.953125
	Iteration 123Q: 3 clusters Score -3774376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -3774372.750000 Penalty: 3376.953125
	Iteration 124Q: 3 clusters Score -3774373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3774375.500000 Penalty: 3376.953125
	Iteration 125Q: 3 clusters Score -3774376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3774381.250000 Penalty: 3376.953125
	Iteration 126Q: 3 clusters Score -3774381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3774379.500000 Penalty: 3376.953125
	Iteration 127Q: 3 clusters Score -3774380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -3774382.000000 Penalty: 3376.953125
	Iteration 128Q: 3 clusters Score -3774382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3774375.500000 Penalty: 3376.953125
	Iteration 129Q: 3 clusters Score -3774376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3774387.500000 Penalty: 3376.953125
	Iteration 130Q: 3 clusters Score -3774388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3774383.000000 Penalty: 3376.953125
	Iteration 131Q: 3 clusters Score -3774383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3774381.500000 Penalty: 3376.953125
	Iteration 132Q: 3 clusters Score -3774382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3774393.500000 Penalty: 3376.953125
	Iteration 133Q: 3 clusters Score -3774394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3774384.500000 Penalty: 3376.953125
	Iteration 134Q: 3 clusters Score -3774384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3774383.500000 Penalty: 3376.953125
	Iteration 135Q: 3 clusters Score -3774384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3774383.500000 Penalty: 3376.953125
	Iteration 136Q: 3 clusters Score -3774384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -3774386.000000 Penalty: 3376.953125
	Iteration 137Q: 3 clusters Score -3774386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3774394.250000 Penalty: 3376.953125
	Iteration 138Q: 3 clusters Score -3774394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3774390.000000 Penalty: 3376.953125
	Iteration 139Q: 3 clusters Score -3774390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3774390.500000 Penalty: 3376.953125
	Iteration 140F: 3 clusters Score -3774390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3774386.250000 Penalty: 3376.953125
	Iteration 141Q: 3 clusters Score -3774386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3774390.000000 Penalty: 3376.953125
	Iteration 142Q: 3 clusters Score -3774390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3774391.500000 Penalty: 3376.953125
	Iteration 143Q: 3 clusters Score -3774392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -3774387.750000 Penalty: 3376.953125
	Iteration 144Q: 3 clusters Score -3774388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3774389.750000 Penalty: 3376.953125
	Iteration 145Q: 3 clusters Score -3774390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3774388.250000 Penalty: 3376.953125
	Iteration 146Q: 3 clusters Score -3774388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3774386.500000 Penalty: 3376.953125
	Iteration 147Q: 3 clusters Score -3774386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3774384.000000 Penalty: 3376.953125
	Iteration 148Q: 3 clusters Score -3774384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3774386.750000 Penalty: 3376.953125
	Iteration 149Q: 3 clusters Score -3774387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -3774389.250000 Penalty: 3376.953125
	Iteration 150Q: 3 clusters Score -3774389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -3774386.250000 Penalty: 3376.953125
	Iteration 151Q: 3 clusters Score -3774386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3774386.000000 Penalty: 3376.953125
	Iteration 152Q: 3 clusters Score -3774386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3774385.000000 Penalty: 3376.953125
	Iteration 153Q: 3 clusters Score -3774385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3774385.000000 Penalty: 3376.953125
	Iteration 154F: 3 clusters Score -3774385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10538 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 160031 members 
Mstep: Class 5 contains 101454 members 
Mstep: Class 6 contains 102614 members 
Mstep: Class 7 contains 77963 members 
Mstep: Class 8 contains 125928 members 
Mstep: Class 9 contains 15776 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38649 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22020 members 
Mstep: Class 17 contains 13428 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 7066 members 
Mstep: Class 20 contains 123906 members 
Mstep: Class 21 contains 47225 members 
Mstep: Class 23 contains 32553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090648.000000 Penalty: 51286.125000
Iteration 199Q: 24 clusters Score -1.020906e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10540 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 160039 members 
Mstep: Class 5 contains 101652 members 
Mstep: Class 6 contains 102622 members 
Mstep: Class 7 contains 77914 members 
Mstep: Class 8 contains 125927 members 
Mstep: Class 9 contains 15748 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38646 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22019 members 
Mstep: Class 17 contains 13429 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 123714 members 
Mstep: Class 21 contains 47226 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 32580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090536.000000 Penalty: 51286.125000
Iteration 200F: 24 clusters Score -1.020905e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 160038 members 
Mstep: Class 5 contains 101640 members 
Mstep: Class 6 contains 102596 members 
Mstep: Class 7 contains 78107 members 
Mstep: Class 8 contains 125923 members 
Mstep: Class 9 contains 15697 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38644 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22014 members 
Mstep: Class 17 contains 13429 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 7087 members 
Mstep: Class 20 contains 123428 members 
Mstep: Class 21 contains 47218 members 
Mstep: Class 22 contains 7670 members 
Mstep: Class 23 contains 32617 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 201Q: 24 clusters Score -1.020906e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 160047 members 
Mstep: Class 5 contains 101589 members 
Mstep: Class 6 contains 102529 members 
Mstep: Class 7 contains 78446 members 
Mstep: Class 8 contains 125911 members 
Mstep: Class 9 contains 15674 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38644 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 22013 members 
Mstep: Class 17 contains 13428 members 
Mstep: Class 18 contains 1604 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 123111 members 
Mstep: Class 21 contains 47212 members 
Mstep: Class 22 contains 7755 members 
Mstep: Class 23 contains 32654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090656.000000 Penalty: 51286.125000
Iteration 202Q: 24 clusters Score -1.020907e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 160057 members 
Mstep: Class 5 contains 101515 members 
Mstep: Class 6 contains 102422 members 
Mstep: Class 7 contains 78832 members 
Mstep: Class 8 contains 125905 members 
Mstep: Class 9 contains 15644 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38644 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9883 members 
Mstep: Class 16 contains 22013 members 
Mstep: Class 17 contains 13429 members 
Mstep: Class 18 contains 1603 members 
Mstep: Class 19 contains 7102 members 
Mstep: Class 20 contains 122830 members 
Mstep: Class 21 contains 47209 members 
Mstep: Class 22 contains 7829 members 
Mstep: Class 23 contains 32676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090672.000000 Penalty: 51286.125000
Iteration 203Q: 24 clusters Score -1.020907e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 160059 members 
Mstep: Class 5 contains 101467 members 
Mstep: Class 6 contains 102292 members 
Mstep: Class 7 contains 79241 members 
Mstep: Class 8 contains 125904 members 
Mstep: Class 9 contains 15623 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38646 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 22012 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1604 members 
Mstep: Class 19 contains 7100 members 
Mstep: Class 20 contains 122569 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 7869 members 
Mstep: Class 23 contains 32695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090712.000000 Penalty: 51286.125000
Iteration 204Q: 24 clusters Score -1.020907e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 160072 members 
Mstep: Class 5 contains 101413 members 
Mstep: Class 6 contains 102165 members 
Mstep: Class 7 contains 79640 members 
Mstep: Class 8 contains 125900 members 
Mstep: Class 9 contains 15618 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 38643 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 22012 members 
Mstep: Class 17 contains 13429 members 
Mstep: Class 18 contains 1604 members 
Mstep: Class 19 contains 7098 members 
Mstep: Class 20 contains 122328 members 
Mstep: Class 21 contains 47207 members 
Mstep: Class 22 contains 7885 members 
Mstep: Class 23 contains 32703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090656.000000 Penalty: 51286.125000
Iteration 205Q: 24 clusters Score -1.020907e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10546 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160075 members 
Mstep: Class 5 contains 101371 members 
Mstep: Class 6 contains 102017 members 
Mstep: Class 7 contains 80015 members 
Mstep: Class 8 contains 125896 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38644 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 22013 members 
Mstep: Class 17 contains 13429 members 
Mstep: Class 18 contains 1603 members 
Mstep: Class 19 contains 7106 members 
Mstep: Class 20 contains 122133 members 
Mstep: Class 21 contains 47206 members 
Mstep: Class 22 contains 7902 members 
Mstep: Class 23 contains 32702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090768.000000 Penalty: 51286.125000
Iteration 206Q: 24 clusters Score -1.020908e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160080 members 
Mstep: Class 5 contains 101347 members 
Mstep: Class 6 contains 101861 members 
Mstep: Class 7 contains 80417 members 
Mstep: Class 8 contains 125889 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 38644 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 22013 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1602 members 
Mstep: Class 19 contains 7109 members 
Mstep: Class 20 contains 121924 members 
Mstep: Class 21 contains 47205 members 
Mstep: Class 22 contains 7890 members 
Mstep: Class 23 contains 32698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090872.000000 Penalty: 51286.125000
Iteration 207Q: 24 clusters Score -1.020909e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160086 members 
Mstep: Class 5 contains 101323 members 
Mstep: Class 6 contains 101703 members 
Mstep: Class 7 contains 80826 members 
Mstep: Class 8 contains 125890 members 
Mstep: Class 9 contains 15609 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 38643 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 22013 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 7112 members 
Mstep: Class 20 contains 121697 members 
Mstep: Class 21 contains 47199 members 
Mstep: Class 22 contains 7883 members 
Mstep: Class 23 contains 32702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091000.000000 Penalty: 51286.125000
Iteration 208Q: 24 clusters Score -1.02091e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160090 members 
Mstep: Class 5 contains 101311 members 
Mstep: Class 6 contains 101554 members 
Mstep: Class 7 contains 81257 members 
Mstep: Class 8 contains 125889 members 
Mstep: Class 9 contains 15610 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38639 members 
Mstep: Class 12 contains 2455 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 22013 members 
Mstep: Class 17 contains 13429 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 7120 members 
Mstep: Class 20 contains 121435 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 7867 members 
Mstep: Class 23 contains 32702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090864.000000 Penalty: 51286.125000
Iteration 209Q: 24 clusters Score -1.020909e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160090 members 
Mstep: Class 5 contains 101301 members 
Mstep: Class 6 contains 101422 members 
Mstep: Class 7 contains 81661 members 
Mstep: Class 8 contains 125892 members 
Mstep: Class 9 contains 15616 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38637 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22012 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 20 contains 121182 members 
Mstep: Class 21 contains 47198 members 
Mstep: Class 22 contains 7850 members 
Mstep: Class 23 contains 32703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090768.000000 Penalty: 51286.125000
Iteration 210Q: 24 clusters Score -1.020908e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160092 members 
Mstep: Class 5 contains 101303 members 
Mstep: Class 6 contains 101303 members 
Mstep: Class 7 contains 82056 members 
Mstep: Class 8 contains 125896 members 
Mstep: Class 9 contains 15628 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38635 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22011 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 7125 members 
Mstep: Class 20 contains 120914 members 
Mstep: Class 21 contains 47198 members 
Mstep: Class 22 contains 7826 members 
Mstep: Class 23 contains 32702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090784.000000 Penalty: 51286.125000
Iteration 211Q: 24 clusters Score -1.020908e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160089 members 
Mstep: Class 5 contains 101310 members 
Mstep: Class 6 contains 101170 members 
Mstep: Class 7 contains 82446 members 
Mstep: Class 8 contains 125895 members 
Mstep: Class 9 contains 15629 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38633 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22009 members 
Mstep: Class 17 contains 13429 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 20 contains 120674 members 
Mstep: Class 21 contains 47199 members 
Mstep: Class 22 contains 7803 members 
Mstep: Class 23 contains 32708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090808.000000 Penalty: 51286.125000
Iteration 212Q: 24 clusters Score -1.020908e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160092 members 
Mstep: Class 5 contains 101318 members 
Mstep: Class 6 contains 101028 members 
Mstep: Class 7 contains 82799 members 
Mstep: Class 8 contains 125893 members 
Mstep: Class 9 contains 15635 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38631 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 22010 members 
Mstep: Class 17 contains 13429 members 
Mstep: Class 18 contains 1589 members 
Mstep: Class 19 contains 7130 members 
Mstep: Class 20 contains 120451 members 
Mstep: Class 21 contains 47199 members 
Mstep: Class 22 contains 7786 members 
Mstep: Class 23 contains 32723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091016.000000 Penalty: 51286.125000
Iteration 213Q: 24 clusters Score -1.02091e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160088 members 
Mstep: Class 5 contains 101324 members 
Mstep: Class 6 contains 100851 members 
Mstep: Class 7 contains 83143 members 
Mstep: Class 8 contains 125894 members 
Mstep: Class 9 contains 15637 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38631 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22012 members 
Mstep: Class 17 contains 13429 members 
Mstep: Class 18 contains 1585 members 
Mstep: Class 19 contains 7136 members 
Mstep: Class 20 contains 120284 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 7773 members 
Mstep: Class 23 contains 32727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090760.000000 Penalty: 51286.125000
Iteration 214Q: 24 clusters Score -1.020908e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160090 members 
Mstep: Class 5 contains 101333 members 
Mstep: Class 6 contains 100691 members 
Mstep: Class 7 contains 83481 members 
Mstep: Class 8 contains 125895 members 
Mstep: Class 9 contains 15638 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38631 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22011 members 
Mstep: Class 17 contains 13429 members 
Mstep: Class 18 contains 1583 members 
Mstep: Class 19 contains 7133 members 
Mstep: Class 20 contains 120119 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 7761 members 
Mstep: Class 23 contains 32719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090936.000000 Penalty: 51286.125000
Iteration 215Q: 24 clusters Score -1.020909e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160091 members 
Mstep: Class 5 contains 101327 members 
Mstep: Class 6 contains 100513 members 
Mstep: Class 7 contains 83837 members 
Mstep: Class 8 contains 125895 members 
Mstep: Class 9 contains 15625 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38631 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22012 members 
Mstep: Class 17 contains 13429 members 
Mstep: Class 18 contains 1581 members 
Mstep: Class 19 contains 7131 members 
Mstep: Class 20 contains 119987 members 
Mstep: Class 21 contains 47201 members 
Mstep: Class 22 contains 7752 members 
Mstep: Class 23 contains 32703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090872.000000 Penalty: 51286.125000
Iteration 216Q: 24 clusters Score -1.020909e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160097 members 
Mstep: Class 5 contains 101318 members 
Mstep: Class 6 contains 100355 members 
Mstep: Class 7 contains 84159 members 
Mstep: Class 8 contains 125893 members 
Mstep: Class 9 contains 15621 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38630 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22010 members 
Mstep: Class 17 contains 13429 members 
Mstep: Class 18 contains 1581 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 119847 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 7743 members 
Mstep: Class 23 contains 32700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090968.000000 Penalty: 51286.125000
Iteration 217Q: 24 clusters Score -1.02091e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160102 members 
Mstep: Class 5 contains 101300 members 
Mstep: Class 6 contains 100205 members 
Mstep: Class 7 contains 84457 members 
Mstep: Class 8 contains 125890 members 
Mstep: Class 9 contains 15611 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38629 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22009 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 119730 members 
Mstep: Class 21 contains 47199 members 
Mstep: Class 22 contains 7747 members 
Mstep: Class 23 contains 32692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090920.000000 Penalty: 51286.125000
Iteration 218Q: 24 clusters Score -1.020909e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160107 members 
Mstep: Class 5 contains 101280 members 
Mstep: Class 6 contains 100037 members 
Mstep: Class 7 contains 84769 members 
Mstep: Class 8 contains 125890 members 
Mstep: Class 9 contains 15603 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38628 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22008 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7136 members 
Mstep: Class 20 contains 119612 members 
Mstep: Class 21 contains 47199 members 
Mstep: Class 22 contains 7751 members 
Mstep: Class 23 contains 32686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090976.000000 Penalty: 51286.125000
Iteration 219Q: 24 clusters Score -1.02091e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160106 members 
Mstep: Class 5 contains 101269 members 
Mstep: Class 6 contains 99905 members 
Mstep: Class 7 contains 85047 members 
Mstep: Class 8 contains 125889 members 
Mstep: Class 9 contains 15602 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38628 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22008 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7143 members 
Mstep: Class 20 contains 119478 members 
Mstep: Class 21 contains 47199 members 
Mstep: Class 22 contains 7755 members 
Mstep: Class 23 contains 32677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091160.000000 Penalty: 51286.125000
Iteration 220F: 24 clusters Score -1.020912e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160110 members 
Mstep: Class 5 contains 101258 members 
Mstep: Class 6 contains 99812 members 
Mstep: Class 7 contains 85327 members 
Mstep: Class 8 contains 125884 members 
Mstep: Class 9 contains 15587 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38628 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22008 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7146 members 
Mstep: Class 20 contains 119333 members 
Mstep: Class 21 contains 47199 members 
Mstep: Class 22 contains 7760 members 
Mstep: Class 23 contains 32654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091112.000000 Penalty: 51286.125000
Iteration 221Q: 24 clusters Score -1.020911e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160114 members 
Mstep: Class 5 contains 101242 members 
Mstep: Class 6 contains 99737 members 
Mstep: Class 7 contains 85591 members 
Mstep: Class 8 contains 125881 members 
Mstep: Class 9 contains 15581 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38628 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22008 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7151 members 
Mstep: Class 20 contains 119181 members 
Mstep: Class 21 contains 47199 members 
Mstep: Class 22 contains 7761 members 
Mstep: Class 23 contains 32632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091072.000000 Penalty: 51286.125000
Iteration 222Q: 24 clusters Score -1.020911e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160115 members 
Mstep: Class 5 contains 101226 members 
Mstep: Class 6 contains 99650 members 
Mstep: Class 7 contains 85852 members 
Mstep: Class 8 contains 125881 members 
Mstep: Class 9 contains 15581 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38628 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22007 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7156 members 
Mstep: Class 20 contains 119024 members 
Mstep: Class 21 contains 47199 members 
Mstep: Class 22 contains 7762 members 
Mstep: Class 23 contains 32625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090968.000000 Penalty: 51286.125000
Iteration 223Q: 24 clusters Score -1.02091e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160118 members 
Mstep: Class 5 contains 101214 members 
Mstep: Class 6 contains 99539 members 
Mstep: Class 7 contains 86095 members 
Mstep: Class 8 contains 125881 members 
Mstep: Class 9 contains 15581 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38627 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22007 members 
Mstep: Class 17 contains 13428 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7157 members 
Mstep: Class 20 contains 118912 members 
Mstep: Class 21 contains 47198 members 
Mstep: Class 22 contains 7765 members 
Mstep: Class 23 contains 32614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102090928.000000 Penalty: 51286.125000
Iteration 224Q: 24 clusters Score -1.020909e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160123 members 
Mstep: Class 5 contains 101204 members 
Mstep: Class 6 contains 99440 members 
Mstep: Class 7 contains 86377 members 
Mstep: Class 8 contains 125878 members 
Mstep: Class 9 contains 15577 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38626 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22007 members 
Mstep: Class 17 contains 13427 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 20 contains 118752 members 
Mstep: Class 21 contains 47198 members 
Mstep: Class 22 contains 7770 members 
Mstep: Class 23 contains 32600 members 
Entering Unmasked Estep 
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Iteration 225Q: 24 clusters Score -1.020909e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160124 members 
Mstep: Class 5 contains 101199 members 
Mstep: Class 6 contains 99334 members 
Mstep: Class 7 contains 86659 members 
Mstep: Class 8 contains 125875 members 
Mstep: Class 9 contains 15575 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38626 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22007 members 
Mstep: Class 17 contains 13426 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 20 contains 118603 members 
Mstep: Class 21 contains 47199 members 
Mstep: Class 22 contains 7765 members 
Mstep: Class 23 contains 32588 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 226Q: 24 clusters Score -1.020911e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160128 members 
Mstep: Class 5 contains 101193 members 
Mstep: Class 6 contains 99222 members 
Mstep: Class 7 contains 86901 members 
Mstep: Class 8 contains 125873 members 
Mstep: Class 9 contains 15567 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38626 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22007 members 
Mstep: Class 17 contains 13425 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7159 members 
Mstep: Class 20 contains 118494 members 
Mstep: Class 21 contains 47201 members 
Mstep: Class 22 contains 7759 members 
Mstep: Class 23 contains 32583 members 
Entering Unmasked Estep 
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Iteration 227Q: 24 clusters Score -1.020912e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160128 members 
Mstep: Class 5 contains 101192 members 
Mstep: Class 6 contains 99126 members 
Mstep: Class 7 contains 87137 members 
Mstep: Class 8 contains 125874 members 
Mstep: Class 9 contains 15565 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38626 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22007 members 
Mstep: Class 17 contains 13423 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 20 contains 118383 members 
Mstep: Class 21 contains 47201 members 
Mstep: Class 22 contains 7745 members 
Mstep: Class 23 contains 32573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091176.000000 Penalty: 51286.125000
Iteration 228Q: 24 clusters Score -1.020912e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160129 members 
Mstep: Class 5 contains 101184 members 
Mstep: Class 6 contains 99009 members 
Mstep: Class 7 contains 87389 members 
Mstep: Class 8 contains 125872 members 
Mstep: Class 9 contains 15560 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38626 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22007 members 
Mstep: Class 17 contains 13422 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7157 members 
Mstep: Class 20 contains 118292 members 
Mstep: Class 21 contains 47202 members 
Mstep: Class 22 contains 7732 members 
Mstep: Class 23 contains 32557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091248.000000 Penalty: 51286.125000
Iteration 229Q: 24 clusters Score -1.020912e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160126 members 
Mstep: Class 5 contains 101179 members 
Mstep: Class 6 contains 98900 members 
Mstep: Class 7 contains 87640 members 
Mstep: Class 8 contains 125874 members 
Mstep: Class 9 contains 15559 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38626 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22007 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7157 members 
Mstep: Class 20 contains 118199 members 
Mstep: Class 21 contains 47202 members 
Mstep: Class 22 contains 7713 members 
Mstep: Class 23 contains 32535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091240.000000 Penalty: 51286.125000
Iteration 230Q: 24 clusters Score -1.020912e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160130 members 
Mstep: Class 5 contains 101177 members 
Mstep: Class 6 contains 98810 members 
Mstep: Class 7 contains 87849 members 
Mstep: Class 8 contains 125870 members 
Mstep: Class 9 contains 15558 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38626 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22007 members 
Mstep: Class 17 contains 13420 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7159 members 
Mstep: Class 20 contains 118122 members 
Mstep: Class 21 contains 47202 members 
Mstep: Class 22 contains 7694 members 
Mstep: Class 23 contains 32514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091280.000000 Penalty: 51286.125000
Iteration 231Q: 24 clusters Score -1.020913e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160138 members 
Mstep: Class 5 contains 101167 members 
Mstep: Class 6 contains 98761 members 
Mstep: Class 7 contains 88073 members 
Mstep: Class 8 contains 125863 members 
Mstep: Class 9 contains 15548 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38626 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22007 members 
Mstep: Class 17 contains 13420 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 20 contains 118000 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 7676 members 
Mstep: Class 23 contains 32495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091392.000000 Penalty: 51286.125000
Iteration 232Q: 24 clusters Score -1.020914e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160139 members 
Mstep: Class 5 contains 101149 members 
Mstep: Class 6 contains 98704 members 
Mstep: Class 7 contains 88304 members 
Mstep: Class 8 contains 125862 members 
Mstep: Class 9 contains 15538 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38626 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22007 members 
Mstep: Class 17 contains 13420 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 117887 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 7655 members 
Mstep: Class 23 contains 32481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091296.000000 Penalty: 51286.125000
Iteration 233Q: 24 clusters Score -1.020913e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160139 members 
Mstep: Class 5 contains 101147 members 
Mstep: Class 6 contains 98657 members 
Mstep: Class 7 contains 88506 members 
Mstep: Class 8 contains 125862 members 
Mstep: Class 9 contains 15534 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38626 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22006 members 
Mstep: Class 17 contains 13420 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 117760 members 
Mstep: Class 21 contains 47202 members 
Mstep: Class 22 contains 7637 members 
Mstep: Class 23 contains 32480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091440.000000 Penalty: 51286.125000
Iteration 234Q: 24 clusters Score -1.020914e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160139 members 
Mstep: Class 5 contains 101145 members 
Mstep: Class 6 contains 98616 members 
Mstep: Class 7 contains 88678 members 
Mstep: Class 8 contains 125862 members 
Mstep: Class 9 contains 15533 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38626 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22005 members 
Mstep: Class 17 contains 13420 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7166 members 
Mstep: Class 20 contains 117646 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 7618 members 
Mstep: Class 23 contains 32481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091464.000000 Penalty: 51286.125000
Iteration 235Q: 24 clusters Score -1.020915e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160137 members 
Mstep: Class 5 contains 101144 members 
Mstep: Class 6 contains 98583 members 
Mstep: Class 7 contains 88841 members 
Mstep: Class 8 contains 125866 members 
Mstep: Class 9 contains 15537 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38626 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22005 members 
Mstep: Class 17 contains 13420 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7166 members 
Mstep: Class 20 contains 117526 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 7601 members 
Mstep: Class 23 contains 32484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091480.000000 Penalty: 51286.125000
Iteration 236Q: 24 clusters Score -1.020915e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 160138 members 
Mstep: Class 5 contains 101138 members 
Mstep: Class 6 contains 98555 members 
Mstep: Class 7 contains 88976 members 
Mstep: Class 8 contains 125869 members 
Mstep: Class 9 contains 15541 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38625 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7166 members 
Mstep: Class 20 contains 117424 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 7589 members 
Mstep: Class 23 contains 32489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091504.000000 Penalty: 51286.125000
Iteration 237Q: 24 clusters Score -1.020915e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 160139 members 
Mstep: Class 5 contains 101137 members 
Mstep: Class 6 contains 98516 members 
Mstep: Class 7 contains 89076 members 
Mstep: Class 8 contains 125872 members 
Mstep: Class 9 contains 15544 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38624 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7166 members 
Mstep: Class 20 contains 117356 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 7580 members 
Mstep: Class 23 contains 32500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091560.000000 Penalty: 51286.125000
Iteration 238Q: 24 clusters Score -1.020916e+08 nChanged 261
Entering ConstructFrom: 
Score: -102091560.000000 Penalty: 51286.125000
Entering ConstructFrom: 
Trying to split cluster 1 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -99824.500000 Penalty: 1119.393066
	Iteration 0F: 2 clusters Score -99824.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -98429.750000 Penalty: 2238.786133
	Iteration 0F: 3 clusters Score -98429.75 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -98698.226562 Penalty: 2238.786133
	Iteration 1F: 3 clusters Score -98698.23 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98763.164062 Penalty: 2238.786133
	Iteration 2F: 3 clusters Score -98763.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -98798.046875 Penalty: 2238.786133
	Iteration 3Q: 3 clusters Score -98798.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98841.257812 Penalty: 2238.786133
	Iteration 4Q: 3 clusters Score -98841.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -98869.593750 Penalty: 2238.786133
	Iteration 5Q: 3 clusters Score -98869.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -98896.781250 Penalty: 2238.786133
	Iteration 6Q: 3 clusters Score -98896.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98917.382812 Penalty: 2238.786133
	Iteration 7Q: 3 clusters Score -98917.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98928.117188 Penalty: 2238.786133
	Iteration 8Q: 3 clusters Score -98928.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98937.296875 Penalty: 2238.786133
	Iteration 9Q: 3 clusters Score -98937.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -98951.117188 Penalty: 2238.786133
	Iteration 10Q: 3 clusters Score -98951.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -98966.867188 Penalty: 2238.786133
	Iteration 11Q: 3 clusters Score -98966.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -98995.898438 Penalty: 2238.786133
	Iteration 12Q: 3 clusters Score -98995.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -99026.406250 Penalty: 2238.786133
	Iteration 13Q: 3 clusters Score -99026.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -99057.265625 Penalty: 2238.786133
	Iteration 14Q: 3 clusters Score -99057.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -99094.359375 Penalty: 2238.786133
	Iteration 15Q: 3 clusters Score -99094.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -99147.929688 Penalty: 2238.786133
	Iteration 16Q: 3 clusters Score -99147.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -99219.953125 Penalty: 2238.786133
	Iteration 17Q: 3 clusters Score -99219.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -99244.796875 Penalty: 2238.786133
	Iteration 18Q: 3 clusters Score -99244.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -99255.429688 Penalty: 2238.786133
	Iteration 19Q: 3 clusters Score -99255.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -99276.585938 Penalty: 2238.786133
	Iteration 20F: 3 clusters Score -99276.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -99296.960938 Penalty: 2238.786133
	Iteration 21Q: 3 clusters Score -99296.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -99317.203125 Penalty: 2238.786133
	Iteration 22Q: 3 clusters Score -99317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -99347.882812 Penalty: 2238.786133
	Iteration 23Q: 3 clusters Score -99347.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -99364.109375 Penalty: 2238.786133
	Iteration 24Q: 3 clusters Score -99364.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -99371.421875 Penalty: 2238.786133
	Iteration 25Q: 3 clusters Score -99371.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -99376.125000 Penalty: 2238.786133
	Iteration 26Q: 3 clusters Score -99376.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -99376.703125 Penalty: 2238.786133
	Iteration 27Q: 3 clusters Score -99376.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -99376.703125 Penalty: 2238.786133
	Iteration 28F: 3 clusters Score -99376.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Entering Unmasked Estep 
Score: -1203877.125000 Penalty: 1505.334473
	Iteration 0F: 2 clusters Score -1203877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1196320.625000 Penalty: 3010.668945
	Iteration 0F: 3 clusters Score -1196321 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1198846.750000 Penalty: 3010.668945
	Iteration 1F: 3 clusters Score -1198847 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1199165.500000 Penalty: 3010.668945
	Iteration 2F: 3 clusters Score -1199166 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1199433.750000 Penalty: 3010.668945
	Iteration 3F: 3 clusters Score -1199434 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1199713.250000 Penalty: 3010.668945
	Iteration 4Q: 3 clusters Score -1199713 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1200007.125000 Penalty: 3010.668945
	Iteration 5Q: 3 clusters Score -1200007 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1200322.875000 Penalty: 3010.668945
	Iteration 6Q: 3 clusters Score -1200323 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1200622.375000 Penalty: 3010.668945
	Iteration 7Q: 3 clusters Score -1200622 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1200957.250000 Penalty: 3010.668945
	Iteration 8Q: 3 clusters Score -1200957 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1201270.125000 Penalty: 3010.668945
	Iteration 9Q: 3 clusters Score -1201270 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1201533.125000 Penalty: 3010.668945
	Iteration 10Q: 3 clusters Score -1201533 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1201719.750000 Penalty: 3010.668945
	Iteration 11Q: 3 clusters Score -1201720 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1201871.125000 Penalty: 3010.668945
	Iteration 12Q: 3 clusters Score -1201871 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1201967.750000 Penalty: 3010.668945
	Iteration 13Q: 3 clusters Score -1201968 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1202039.125000 Penalty: 3010.668945
	Iteration 14Q: 3 clusters Score -1202039 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1202107.000000 Penalty: 3010.668945
	Iteration 15Q: 3 clusters Score -1202107 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1202166.500000 Penalty: 3010.668945
	Iteration 16Q: 3 clusters Score -1202166 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1202222.750000 Penalty: 3010.668945
	Iteration 17Q: 3 clusters Score -1202223 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1202275.500000 Penalty: 3010.668945
	Iteration 18Q: 3 clusters Score -1202276 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1202325.625000 Penalty: 3010.668945
	Iteration 19Q: 3 clusters Score -1202326 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1202364.125000 Penalty: 3010.668945
	Iteration 20F: 3 clusters Score -1202364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1202396.000000 Penalty: 3010.668945
	Iteration 21Q: 3 clusters Score -1202396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1202422.250000 Penalty: 3010.668945
	Iteration 22Q: 3 clusters Score -1202422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1202450.750000 Penalty: 3010.668945
	Iteration 23Q: 3 clusters Score -1202451 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1202479.000000 Penalty: 3010.668945
	Iteration 24Q: 3 clusters Score -1202479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1202499.375000 Penalty: 3010.668945
	Iteration 25Q: 3 clusters Score -1202499 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1202513.250000 Penalty: 3010.668945
	Iteration 26Q: 3 clusters Score -1202513 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1202527.125000 Penalty: 3010.668945
	Iteration 27Q: 3 clusters Score -1202527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1202534.875000 Penalty: 3010.668945
	Iteration 28Q: 3 clusters Score -1202535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1202545.125000 Penalty: 3010.668945
	Iteration 29Q: 3 clusters Score -1202545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1202554.750000 Penalty: 3010.668945
	Iteration 30Q: 3 clusters Score -1202555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1202567.250000 Penalty: 3010.668945
	Iteration 31Q: 3 clusters Score -1202567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1202580.500000 Penalty: 3010.668945
	Iteration 32Q: 3 clusters Score -1202580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1202591.625000 Penalty: 3010.668945
	Iteration 33Q: 3 clusters Score -1202592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1202603.750000 Penalty: 3010.668945
	Iteration 34Q: 3 clusters Score -1202604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1202610.875000 Penalty: 3010.668945
	Iteration 35Q: 3 clusters Score -1202611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1202623.000000 Penalty: 3010.668945
	Iteration 36Q: 3 clusters Score -1202623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1202631.375000 Penalty: 3010.668945
	Iteration 37Q: 3 clusters Score -1202631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1202638.500000 Penalty: 3010.668945
	Iteration 38Q: 3 clusters Score -1202638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1202652.500000 Penalty: 3010.668945
	Iteration 39Q: 3 clusters Score -1202652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1202660.500000 Penalty: 3010.668945
	Iteration 40F: 3 clusters Score -1202660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1202667.125000 Penalty: 3010.668945
	Iteration 41Q: 3 clusters Score -1202667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1202672.000000 Penalty: 3010.668945
	Iteration 42Q: 3 clusters Score -1202672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1202675.875000 Penalty: 3010.668945
	Iteration 43Q: 3 clusters Score -1202676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1202677.625000 Penalty: 3010.668945
	Iteration 44Q: 3 clusters Score -1202678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1202681.000000 Penalty: 3010.668945
	Iteration 45Q: 3 clusters Score -1202681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1202683.750000 Penalty: 3010.668945
	Iteration 46Q: 3 clusters Score -1202684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1202684.250000 Penalty: 3010.668945
	Iteration 47Q: 3 clusters Score -1202684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1202686.000000 Penalty: 3010.668945
	Iteration 48Q: 3 clusters Score -1202686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1202686.750000 Penalty: 3010.668945
	Iteration 49Q: 3 clusters Score -1202687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1202687.750000 Penalty: 3010.668945
	Iteration 50Q: 3 clusters Score -1202688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1202688.500000 Penalty: 3010.668945
	Iteration 51Q: 3 clusters Score -1202688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1202690.250000 Penalty: 3010.668945
	Iteration 52Q: 3 clusters Score -1202690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1202690.875000 Penalty: 3010.668945
	Iteration 53Q: 3 clusters Score -1202691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1202690.875000 Penalty: 3010.668945
	Iteration 54F: 3 clusters Score -1202691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Entering Unmasked Estep 
Score: -478915.156250 Penalty: 1364.228271
	Iteration 0F: 2 clusters Score -478915.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -475331.312500 Penalty: 2728.456543
	Iteration 0F: 3 clusters Score -475331.3 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -476503.312500 Penalty: 2728.456543
	Iteration 1F: 3 clusters Score -476503.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -476951.562500 Penalty: 2728.456543
	Iteration 2F: 3 clusters Score -476951.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -477214.281250 Penalty: 2728.456543
	Iteration 3F: 3 clusters Score -477214.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -477381.156250 Penalty: 2728.456543
	Iteration 4F: 3 clusters Score -477381.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -477502.875000 Penalty: 2728.456543
	Iteration 5Q: 3 clusters Score -477502.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -477600.281250 Penalty: 2728.456543
	Iteration 6Q: 3 clusters Score -477600.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -477692.281250 Penalty: 2728.456543
	Iteration 7Q: 3 clusters Score -477692.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -477786.875000 Penalty: 2728.456543
	Iteration 8Q: 3 clusters Score -477786.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -477896.562500 Penalty: 2728.456543
	Iteration 9Q: 3 clusters Score -477896.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -478008.937500 Penalty: 2728.456543
	Iteration 10Q: 3 clusters Score -478008.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -478121.312500 Penalty: 2728.456543
	Iteration 11Q: 3 clusters Score -478121.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -478239.875000 Penalty: 2728.456543
	Iteration 12Q: 3 clusters Score -478239.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -478350.312500 Penalty: 2728.456543
	Iteration 13Q: 3 clusters Score -478350.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -478437.000000 Penalty: 2728.456543
	Iteration 14Q: 3 clusters Score -478437 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -478524.937500 Penalty: 2728.456543
	Iteration 15Q: 3 clusters Score -478524.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -478582.906250 Penalty: 2728.456543
	Iteration 16Q: 3 clusters Score -478582.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -478642.656250 Penalty: 2728.456543
	Iteration 17Q: 3 clusters Score -478642.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -478717.625000 Penalty: 2728.456543
	Iteration 18Q: 3 clusters Score -478717.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -478772.312500 Penalty: 2728.456543
	Iteration 19Q: 3 clusters Score -478772.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -478810.718750 Penalty: 2728.456543
	Iteration 20F: 3 clusters Score -478810.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -478839.562500 Penalty: 2728.456543
	Iteration 21Q: 3 clusters Score -478839.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -478851.656250 Penalty: 2728.456543
	Iteration 22Q: 3 clusters Score -478851.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -478859.562500 Penalty: 2728.456543
	Iteration 23Q: 3 clusters Score -478859.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -478864.625000 Penalty: 2728.456543
	Iteration 24Q: 3 clusters Score -478864.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -478869.593750 Penalty: 2728.456543
	Iteration 25Q: 3 clusters Score -478869.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -478871.125000 Penalty: 2728.456543
	Iteration 26Q: 3 clusters Score -478871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -478872.125000 Penalty: 2728.456543
	Iteration 27Q: 3 clusters Score -478872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -478873.531250 Penalty: 2728.456543
	Iteration 28Q: 3 clusters Score -478873.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -478876.718750 Penalty: 2728.456543
	Iteration 29Q: 3 clusters Score -478876.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -478877.031250 Penalty: 2728.456543
	Iteration 30Q: 3 clusters Score -478877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -478878.625000 Penalty: 2728.456543
	Iteration 31Q: 3 clusters Score -478878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -478878.687500 Penalty: 2728.456543
	Iteration 32Q: 3 clusters Score -478878.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -478879.781250 Penalty: 2728.456543
	Iteration 33Q: 3 clusters Score -478879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -478878.968750 Penalty: 2728.456543
	Iteration 34Q: 3 clusters Score -478879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -478879.312500 Penalty: 2728.456543
	Iteration 35Q: 3 clusters Score -478879.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -478879.312500 Penalty: 2728.456543
	Iteration 36F: 3 clusters Score -478879.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (160139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160139 members 
Entering Unmasked Estep 
Score: -18153908.000000 Penalty: 1947.367065
	Iteration 0F: 2 clusters Score -1.815391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 80002 members 
Entering Unmasked Estep 
Score: -18049952.000000 Penalty: 3894.734131
	Iteration 0F: 3 clusters Score -1.804995e+07 nChanged 77069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -18095350.000000 Penalty: 3894.734131
	Iteration 1F: 3 clusters Score -1.809535e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -18096150.000000 Penalty: 3894.734131
	Iteration 2Q: 3 clusters Score -1.809615e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 75347 members 
Entering Unmasked Estep 
Score: -18097246.000000 Penalty: 3894.734131
	Iteration 3Q: 3 clusters Score -1.809725e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87414 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -18099034.000000 Penalty: 3894.734131
	Iteration 4Q: 3 clusters Score -1.809903e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91543 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -18101532.000000 Penalty: 3894.734131
	Iteration 5Q: 3 clusters Score -1.810153e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97601 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -18106282.000000 Penalty: 3894.734131
	Iteration 6F: 3 clusters Score -1.810628e+07 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105620 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -18114212.000000 Penalty: 3894.734131
	Iteration 7F: 3 clusters Score -1.811421e+07 nChanged 11986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114102 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -18125198.000000 Penalty: 3894.734131
	Iteration 8F: 3 clusters Score -1.81252e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119911 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -18134282.000000 Penalty: 3894.734131
	Iteration 9F: 3 clusters Score -1.813428e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123043 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -18138600.000000 Penalty: 3894.734131
	Iteration 10Q: 3 clusters Score -1.81386e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125241 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -18140018.000000 Penalty: 3894.734131
	Iteration 11Q: 3 clusters Score -1.814002e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127274 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -18141000.000000 Penalty: 3894.734131
	Iteration 12Q: 3 clusters Score -1.8141e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129204 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -18142028.000000 Penalty: 3894.734131
	Iteration 13Q: 3 clusters Score -1.814203e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131091 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -18143104.000000 Penalty: 3894.734131
	Iteration 14Q: 3 clusters Score -1.81431e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132865 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -18144008.000000 Penalty: 3894.734131
	Iteration 15Q: 3 clusters Score -1.814401e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134431 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -18144754.000000 Penalty: 3894.734131
	Iteration 16Q: 3 clusters Score -1.814475e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135976 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -18145602.000000 Penalty: 3894.734131
	Iteration 17Q: 3 clusters Score -1.81456e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137446 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -18146154.000000 Penalty: 3894.734131
	Iteration 18Q: 3 clusters Score -1.814615e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138877 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -18146774.000000 Penalty: 3894.734131
	Iteration 19Q: 3 clusters Score -1.814677e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140189 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -18147468.000000 Penalty: 3894.734131
	Iteration 20F: 3 clusters Score -1.814747e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141588 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -18148192.000000 Penalty: 3894.734131
	Iteration 21Q: 3 clusters Score -1.814819e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143035 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -18148772.000000 Penalty: 3894.734131
	Iteration 22Q: 3 clusters Score -1.814877e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144547 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -18149416.000000 Penalty: 3894.734131
	Iteration 23Q: 3 clusters Score -1.814942e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146042 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -18149900.000000 Penalty: 3894.734131
	Iteration 24Q: 3 clusters Score -1.81499e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147481 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -18150404.000000 Penalty: 3894.734131
	Iteration 25Q: 3 clusters Score -1.81504e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148843 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -18150972.000000 Penalty: 3894.734131
	Iteration 26Q: 3 clusters Score -1.815097e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150063 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -18151404.000000 Penalty: 3894.734131
	Iteration 27Q: 3 clusters Score -1.81514e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151230 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -18151736.000000 Penalty: 3894.734131
	Iteration 28Q: 3 clusters Score -1.815174e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152286 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -18151976.000000 Penalty: 3894.734131
	Iteration 29Q: 3 clusters Score -1.815198e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153218 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -18152092.000000 Penalty: 3894.734131
	Iteration 30Q: 3 clusters Score -1.815209e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154095 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -18152268.000000 Penalty: 3894.734131
	Iteration 31Q: 3 clusters Score -1.815227e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154834 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -18152320.000000 Penalty: 3894.734131
	Iteration 32Q: 3 clusters Score -1.815232e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155473 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -18152362.000000 Penalty: 3894.734131
	Iteration 33Q: 3 clusters Score -1.815236e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156037 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -18152370.000000 Penalty: 3894.734131
	Iteration 34Q: 3 clusters Score -1.815237e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156526 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -18152444.000000 Penalty: 3894.734131
	Iteration 35Q: 3 clusters Score -1.815244e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156953 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -18152530.000000 Penalty: 3894.734131
	Iteration 36Q: 3 clusters Score -1.815253e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -18152474.000000 Penalty: 3894.734131
	Iteration 37Q: 3 clusters Score -1.815247e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157632 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -18152476.000000 Penalty: 3894.734131
	Iteration 38Q: 3 clusters Score -1.815248e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157920 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -18152506.000000 Penalty: 3894.734131
	Iteration 39Q: 3 clusters Score -1.815251e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158168 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -18152478.000000 Penalty: 3894.734131
	Iteration 40F: 3 clusters Score -1.815248e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158358 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -18152474.000000 Penalty: 3894.734131
	Iteration 41Q: 3 clusters Score -1.815247e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158529 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -18152426.000000 Penalty: 3894.734131
	Iteration 42Q: 3 clusters Score -1.815243e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158674 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -18152416.000000 Penalty: 3894.734131
	Iteration 43Q: 3 clusters Score -1.815242e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158818 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -18152404.000000 Penalty: 3894.734131
	Iteration 44Q: 3 clusters Score -1.81524e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158939 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -18152440.000000 Penalty: 3894.734131
	Iteration 45Q: 3 clusters Score -1.815244e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -18152446.000000 Penalty: 3894.734131
	Iteration 46Q: 3 clusters Score -1.815245e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159121 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -18152446.000000 Penalty: 3894.734131
	Iteration 47Q: 3 clusters Score -1.815245e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159178 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -18152464.000000 Penalty: 3894.734131
	Iteration 48Q: 3 clusters Score -1.815246e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159229 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -18152448.000000 Penalty: 3894.734131
	Iteration 49Q: 3 clusters Score -1.815245e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159272 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -18152452.000000 Penalty: 3894.734131
	Iteration 50Q: 3 clusters Score -1.815245e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159307 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -18152454.000000 Penalty: 3894.734131
	Iteration 51Q: 3 clusters Score -1.815245e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159337 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -18152458.000000 Penalty: 3894.734131
	Iteration 52Q: 3 clusters Score -1.815246e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -18152454.000000 Penalty: 3894.734131
	Iteration 53Q: 3 clusters Score -1.815245e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159398 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -18152462.000000 Penalty: 3894.734131
	Iteration 54Q: 3 clusters Score -1.815246e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159432 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -18152478.000000 Penalty: 3894.734131
	Iteration 55Q: 3 clusters Score -1.815248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159454 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -18152488.000000 Penalty: 3894.734131
	Iteration 56Q: 3 clusters Score -1.815249e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159470 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -18152480.000000 Penalty: 3894.734131
	Iteration 57Q: 3 clusters Score -1.815248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159486 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -18152468.000000 Penalty: 3894.734131
	Iteration 58Q: 3 clusters Score -1.815247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159502 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -18152480.000000 Penalty: 3894.734131
	Iteration 59Q: 3 clusters Score -1.815248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159516 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -18152462.000000 Penalty: 3894.734131
	Iteration 60F: 3 clusters Score -1.815246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159529 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -18152458.000000 Penalty: 3894.734131
	Iteration 61Q: 3 clusters Score -1.815246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159540 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -18152440.000000 Penalty: 3894.734131
	Iteration 62Q: 3 clusters Score -1.815244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159548 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -18152450.000000 Penalty: 3894.734131
	Iteration 63Q: 3 clusters Score -1.815245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159555 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -18152456.000000 Penalty: 3894.734131
	Iteration 64Q: 3 clusters Score -1.815246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159560 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -18152468.000000 Penalty: 3894.734131
	Iteration 65Q: 3 clusters Score -1.815247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159567 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -18152460.000000 Penalty: 3894.734131
	Iteration 66Q: 3 clusters Score -1.815246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159573 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -18152466.000000 Penalty: 3894.734131
	Iteration 67Q: 3 clusters Score -1.815247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159581 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -18152464.000000 Penalty: 3894.734131
	Iteration 68Q: 3 clusters Score -1.815246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159590 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -18152462.000000 Penalty: 3894.734131
	Iteration 69Q: 3 clusters Score -1.815246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159600 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -18152466.000000 Penalty: 3894.734131
	Iteration 70Q: 3 clusters Score -1.815247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159606 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -18152472.000000 Penalty: 3894.734131
	Iteration 71Q: 3 clusters Score -1.815247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159612 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -18152462.000000 Penalty: 3894.734131
	Iteration 72Q: 3 clusters Score -1.815246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159616 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -18152468.000000 Penalty: 3894.734131
	Iteration 73Q: 3 clusters Score -1.815247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159623 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -18152456.000000 Penalty: 3894.734131
	Iteration 74Q: 3 clusters Score -1.815246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159627 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -18152474.000000 Penalty: 3894.734131
	Iteration 75Q: 3 clusters Score -1.815247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159627 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -18152470.000000 Penalty: 3894.734131
	Iteration 76Q: 3 clusters Score -1.815247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159628 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -18152470.000000 Penalty: 3894.734131
	Iteration 77Q: 3 clusters Score -1.815247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159630 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -18152468.000000 Penalty: 3894.734131
	Iteration 78Q: 3 clusters Score -1.815247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159633 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -18152470.000000 Penalty: 3894.734131
	Iteration 79Q: 3 clusters Score -1.815247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159635 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -18152462.000000 Penalty: 3894.734131
	Iteration 80F: 3 clusters Score -1.815246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159636 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -18152470.000000 Penalty: 3894.734131
	Iteration 81Q: 3 clusters Score -1.815247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -18152454.000000 Penalty: 3894.734131
	Iteration 82Q: 3 clusters Score -1.815245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159642 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -18152462.000000 Penalty: 3894.734131
	Iteration 83Q: 3 clusters Score -1.815246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159645 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -18152458.000000 Penalty: 3894.734131
	Iteration 84Q: 3 clusters Score -1.815246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159644 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -18152458.000000 Penalty: 3894.734131
	Iteration 85Q: 3 clusters Score -1.815246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159644 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -18152458.000000 Penalty: 3894.734131
	Iteration 86F: 3 clusters Score -1.815246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101140 members 
Entering Unmasked Estep 
Score: -11637187.000000 Penalty: 1872.692383
	Iteration 0F: 2 clusters Score -1.163719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -11572118.000000 Penalty: 3745.384766
	Iteration 0F: 3 clusters Score -1.157212e+07 nChanged 48414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -11600736.000000 Penalty: 3745.384766
	Iteration 1F: 3 clusters Score -1.160074e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -11602296.000000 Penalty: 3745.384766
	Iteration 2Q: 3 clusters Score -1.16023e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -11604212.000000 Penalty: 3745.384766
	Iteration 3Q: 3 clusters Score -1.160421e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -11606305.000000 Penalty: 3745.384766
	Iteration 4F: 3 clusters Score -1.16063e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -11608656.000000 Penalty: 3745.384766
	Iteration 5F: 3 clusters Score -1.160866e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -11611333.000000 Penalty: 3745.384766
	Iteration 6F: 3 clusters Score -1.161133e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -11614435.000000 Penalty: 3745.384766
	Iteration 7F: 3 clusters Score -1.161444e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68456 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -11617441.000000 Penalty: 3745.384766
	Iteration 8F: 3 clusters Score -1.161744e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -11620653.000000 Penalty: 3745.384766
	Iteration 9F: 3 clusters Score -1.162065e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78057 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -11623744.000000 Penalty: 3745.384766
	Iteration 10Q: 3 clusters Score -1.162374e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -11626658.000000 Penalty: 3745.384766
	Iteration 11Q: 3 clusters Score -1.162666e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -11629276.000000 Penalty: 3745.384766
	Iteration 12Q: 3 clusters Score -1.162928e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -11631462.000000 Penalty: 3745.384766
	Iteration 13Q: 3 clusters Score -1.163146e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -11633025.000000 Penalty: 3745.384766
	Iteration 14Q: 3 clusters Score -1.163302e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96006 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -11634239.000000 Penalty: 3745.384766
	Iteration 15Q: 3 clusters Score -1.163424e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -11634919.000000 Penalty: 3745.384766
	Iteration 16Q: 3 clusters Score -1.163492e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98302 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -11635298.000000 Penalty: 3745.384766
	Iteration 17Q: 3 clusters Score -1.16353e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98863 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -11635554.000000 Penalty: 3745.384766
	Iteration 18Q: 3 clusters Score -1.163555e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -11635654.000000 Penalty: 3745.384766
	Iteration 19Q: 3 clusters Score -1.163565e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99381 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -11635796.000000 Penalty: 3745.384766
	Iteration 20F: 3 clusters Score -1.16358e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11635921.000000 Penalty: 3745.384766
	Iteration 21Q: 3 clusters Score -1.163592e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -11635980.000000 Penalty: 3745.384766
	Iteration 22Q: 3 clusters Score -1.163598e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99923 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11636026.000000 Penalty: 3745.384766
	Iteration 23Q: 3 clusters Score -1.163603e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99986 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -11636037.000000 Penalty: 3745.384766
	Iteration 24Q: 3 clusters Score -1.163604e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100053 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -11636095.000000 Penalty: 3745.384766
	Iteration 25Q: 3 clusters Score -1.16361e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100102 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -11636138.000000 Penalty: 3745.384766
	Iteration 26Q: 3 clusters Score -1.163614e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100141 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11636176.000000 Penalty: 3745.384766
	Iteration 27Q: 3 clusters Score -1.163618e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100179 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11636217.000000 Penalty: 3745.384766
	Iteration 28Q: 3 clusters Score -1.163622e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100213 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -11636322.000000 Penalty: 3745.384766
	Iteration 29Q: 3 clusters Score -1.163632e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100239 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11636467.000000 Penalty: 3745.384766
	Iteration 30Q: 3 clusters Score -1.163647e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100229 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11636664.000000 Penalty: 3745.384766
	Iteration 31Q: 3 clusters Score -1.163666e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100197 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11636816.000000 Penalty: 3745.384766
	Iteration 32Q: 3 clusters Score -1.163682e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100149 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -11636919.000000 Penalty: 3745.384766
	Iteration 33Q: 3 clusters Score -1.163692e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100106 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11636956.000000 Penalty: 3745.384766
	Iteration 34Q: 3 clusters Score -1.163696e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100058 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11637012.000000 Penalty: 3745.384766
	Iteration 35Q: 3 clusters Score -1.163701e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100020 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11637052.000000 Penalty: 3745.384766
	Iteration 36Q: 3 clusters Score -1.163705e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99996 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -11637050.000000 Penalty: 3745.384766
	Iteration 37Q: 3 clusters Score -1.163705e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11637104.000000 Penalty: 3745.384766
	Iteration 38Q: 3 clusters Score -1.16371e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11637105.000000 Penalty: 3745.384766
	Iteration 39Q: 3 clusters Score -1.16371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99935 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11637105.000000 Penalty: 3745.384766
	Iteration 40F: 3 clusters Score -1.16371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99919 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -11637124.000000 Penalty: 3745.384766
	Iteration 41Q: 3 clusters Score -1.163712e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99906 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11637135.000000 Penalty: 3745.384766
	Iteration 42Q: 3 clusters Score -1.163714e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99890 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -11637123.000000 Penalty: 3745.384766
	Iteration 43Q: 3 clusters Score -1.163712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99880 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11637132.000000 Penalty: 3745.384766
	Iteration 44Q: 3 clusters Score -1.163713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99867 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -11637141.000000 Penalty: 3745.384766
	Iteration 45Q: 3 clusters Score -1.163714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99856 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11637136.000000 Penalty: 3745.384766
	Iteration 46Q: 3 clusters Score -1.163714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99848 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -11637153.000000 Penalty: 3745.384766
	Iteration 47Q: 3 clusters Score -1.163715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99840 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -11637148.000000 Penalty: 3745.384766
	Iteration 48Q: 3 clusters Score -1.163715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99831 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -11637161.000000 Penalty: 3745.384766
	Iteration 49Q: 3 clusters Score -1.163716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99825 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -11637162.000000 Penalty: 3745.384766
	Iteration 50Q: 3 clusters Score -1.163716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99823 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -11637166.000000 Penalty: 3745.384766
	Iteration 51Q: 3 clusters Score -1.163717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99821 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -11637168.000000 Penalty: 3745.384766
	Iteration 52Q: 3 clusters Score -1.163717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99818 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -11637167.000000 Penalty: 3745.384766
	Iteration 53Q: 3 clusters Score -1.163717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99817 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -11637150.000000 Penalty: 3745.384766
	Iteration 54Q: 3 clusters Score -1.163715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99814 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -11637157.000000 Penalty: 3745.384766
	Iteration 55Q: 3 clusters Score -1.163716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -11637154.000000 Penalty: 3745.384766
	Iteration 56Q: 3 clusters Score -1.163715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -11637154.000000 Penalty: 3745.384766
	Iteration 57F: 3 clusters Score -1.163715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (98473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98473 members 
Entering Unmasked Estep 
Score: -11443588.000000 Penalty: 1868.349854
	Iteration 0F: 2 clusters Score -1.144359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -11380377.000000 Penalty: 3736.699707
	Iteration 0F: 3 clusters Score -1.138038e+07 nChanged 47036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -11407571.000000 Penalty: 3736.699707
	Iteration 1F: 3 clusters Score -1.140757e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -11408277.000000 Penalty: 3736.699707
	Iteration 2Q: 3 clusters Score -1.140828e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -11409124.000000 Penalty: 3736.699707
	Iteration 3Q: 3 clusters Score -1.140912e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -11410073.000000 Penalty: 3736.699707
	Iteration 4Q: 3 clusters Score -1.141007e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -11411240.000000 Penalty: 3736.699707
	Iteration 5Q: 3 clusters Score -1.141124e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -11413060.000000 Penalty: 3736.699707
	Iteration 6Q: 3 clusters Score -1.141306e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -11415964.000000 Penalty: 3736.699707
	Iteration 7Q: 3 clusters Score -1.141596e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -11419771.000000 Penalty: 3736.699707
	Iteration 8F: 3 clusters Score -1.141977e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -11424274.000000 Penalty: 3736.699707
	Iteration 9F: 3 clusters Score -1.142427e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -11428715.000000 Penalty: 3736.699707
	Iteration 10F: 3 clusters Score -1.142872e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -11432083.000000 Penalty: 3736.699707
	Iteration 11F: 3 clusters Score -1.143208e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86903 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -11434395.000000 Penalty: 3736.699707
	Iteration 12Q: 3 clusters Score -1.14344e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -11436237.000000 Penalty: 3736.699707
	Iteration 13Q: 3 clusters Score -1.143624e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -11437618.000000 Penalty: 3736.699707
	Iteration 14Q: 3 clusters Score -1.143762e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -11438841.000000 Penalty: 3736.699707
	Iteration 15Q: 3 clusters Score -1.143884e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95500 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -11439803.000000 Penalty: 3736.699707
	Iteration 16Q: 3 clusters Score -1.14398e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -11440573.000000 Penalty: 3736.699707
	Iteration 17Q: 3 clusters Score -1.144057e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97219 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11441029.000000 Penalty: 3736.699707
	Iteration 18Q: 3 clusters Score -1.144103e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97638 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11441410.000000 Penalty: 3736.699707
	Iteration 19Q: 3 clusters Score -1.144141e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97872 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -11441632.000000 Penalty: 3736.699707
	Iteration 20F: 3 clusters Score -1.144163e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98001 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11441725.000000 Penalty: 3736.699707
	Iteration 21Q: 3 clusters Score -1.144172e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98082 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11441770.000000 Penalty: 3736.699707
	Iteration 22Q: 3 clusters Score -1.144177e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98121 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11441821.000000 Penalty: 3736.699707
	Iteration 23Q: 3 clusters Score -1.144182e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98151 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -11441855.000000 Penalty: 3736.699707
	Iteration 24Q: 3 clusters Score -1.144186e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11441877.000000 Penalty: 3736.699707
	Iteration 25Q: 3 clusters Score -1.144188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98185 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -11441894.000000 Penalty: 3736.699707
	Iteration 26Q: 3 clusters Score -1.144189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98192 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11441907.000000 Penalty: 3736.699707
	Iteration 27Q: 3 clusters Score -1.144191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98200 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -11441906.000000 Penalty: 3736.699707
	Iteration 28Q: 3 clusters Score -1.144191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98207 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11441917.000000 Penalty: 3736.699707
	Iteration 29Q: 3 clusters Score -1.144192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -11441935.000000 Penalty: 3736.699707
	Iteration 30Q: 3 clusters Score -1.144194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98218 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -11441936.000000 Penalty: 3736.699707
	Iteration 31Q: 3 clusters Score -1.144194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11441956.000000 Penalty: 3736.699707
	Iteration 32Q: 3 clusters Score -1.144196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11441957.000000 Penalty: 3736.699707
	Iteration 33Q: 3 clusters Score -1.144196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98226 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -11441963.000000 Penalty: 3736.699707
	Iteration 34Q: 3 clusters Score -1.144196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98228 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -11441963.000000 Penalty: 3736.699707
	Iteration 35Q: 3 clusters Score -1.144196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98230 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -11441968.000000 Penalty: 3736.699707
	Iteration 36Q: 3 clusters Score -1.144197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11441968.000000 Penalty: 3736.699707
	Iteration 37Q: 3 clusters Score -1.144197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98232 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11441967.000000 Penalty: 3736.699707
	Iteration 38Q: 3 clusters Score -1.144197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11441970.000000 Penalty: 3736.699707
	Iteration 39Q: 3 clusters Score -1.144197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11441970.000000 Penalty: 3736.699707
	Iteration 40F: 3 clusters Score -1.144197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Entering Unmasked Estep 
Score: -10361340.000000 Penalty: 1852.225586
	Iteration 0F: 2 clusters Score -1.036134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -10302518.000000 Penalty: 3704.451172
	Iteration 0F: 3 clusters Score -1.030252e+07 nChanged 42475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -10327023.000000 Penalty: 3704.451172
	Iteration 1F: 3 clusters Score -1.032702e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -10327757.000000 Penalty: 3704.451172
	Iteration 2Q: 3 clusters Score -1.032776e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -10329021.000000 Penalty: 3704.451172
	Iteration 3Q: 3 clusters Score -1.032902e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -10331073.000000 Penalty: 3704.451172
	Iteration 4Q: 3 clusters Score -1.033107e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -10334616.000000 Penalty: 3704.451172
	Iteration 5F: 3 clusters Score -1.033462e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -10340328.000000 Penalty: 3704.451172
	Iteration 6F: 3 clusters Score -1.034033e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -10347692.000000 Penalty: 3704.451172
	Iteration 7F: 3 clusters Score -1.034769e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83051 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -10354220.000000 Penalty: 3704.451172
	Iteration 8F: 3 clusters Score -1.035422e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -10357897.000000 Penalty: 3704.451172
	Iteration 9Q: 3 clusters Score -1.03579e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10359144.000000 Penalty: 3704.451172
	Iteration 10Q: 3 clusters Score -1.035914e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88970 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10359490.000000 Penalty: 3704.451172
	Iteration 11Q: 3 clusters Score -1.035949e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89032 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10359582.000000 Penalty: 3704.451172
	Iteration 12Q: 3 clusters Score -1.035958e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10359627.000000 Penalty: 3704.451172
	Iteration 13Q: 3 clusters Score -1.035963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89058 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10359649.000000 Penalty: 3704.451172
	Iteration 14Q: 3 clusters Score -1.035965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10359662.000000 Penalty: 3704.451172
	Iteration 15Q: 3 clusters Score -1.035966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10359667.000000 Penalty: 3704.451172
	Iteration 16Q: 3 clusters Score -1.035967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89063 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10359666.000000 Penalty: 3704.451172
	Iteration 17Q: 3 clusters Score -1.035967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89063 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10359666.000000 Penalty: 3704.451172
	Iteration 18F: 3 clusters Score -1.035967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (125874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125874 members 
Entering Unmasked Estep 
Score: -14230873.000000 Penalty: 1908.243408
	Iteration 0F: 2 clusters Score -1.423087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -14146912.000000 Penalty: 3816.486816
	Iteration 0F: 3 clusters Score -1.414691e+07 nChanged 60369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -14182671.000000 Penalty: 3816.486816
	Iteration 1F: 3 clusters Score -1.418267e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -14184078.000000 Penalty: 3816.486816
	Iteration 2Q: 3 clusters Score -1.418408e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 68043 members 
Entering Unmasked Estep 
Score: -14185694.000000 Penalty: 3816.486816
	Iteration 3Q: 3 clusters Score -1.418569e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -14187795.000000 Penalty: 3816.486816
	Iteration 4Q: 3 clusters Score -1.41878e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -14191070.000000 Penalty: 3816.486816
	Iteration 5F: 3 clusters Score -1.419107e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 81612 members 
Entering Unmasked Estep 
Score: -14196163.000000 Penalty: 3816.486816
	Iteration 6F: 3 clusters Score -1.419616e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -14203136.000000 Penalty: 3816.486816
	Iteration 7F: 3 clusters Score -1.420314e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 96449 members 
Entering Unmasked Estep 
Score: -14210907.000000 Penalty: 3816.486816
	Iteration 8F: 3 clusters Score -1.421091e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 102596 members 
Entering Unmasked Estep 
Score: -14216970.000000 Penalty: 3816.486816
	Iteration 9F: 3 clusters Score -1.421697e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 107128 members 
Entering Unmasked Estep 
Score: -14220894.000000 Penalty: 3816.486816
	Iteration 10Q: 3 clusters Score -1.422089e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 110563 members 
Entering Unmasked Estep 
Score: -14223475.000000 Penalty: 3816.486816
	Iteration 11Q: 3 clusters Score -1.422348e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 113350 members 
Entering Unmasked Estep 
Score: -14225285.000000 Penalty: 3816.486816
	Iteration 12Q: 3 clusters Score -1.422528e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 115698 members 
Entering Unmasked Estep 
Score: -14226721.000000 Penalty: 3816.486816
	Iteration 13Q: 3 clusters Score -1.422672e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 117622 members 
Entering Unmasked Estep 
Score: -14227818.000000 Penalty: 3816.486816
	Iteration 14Q: 3 clusters Score -1.422782e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 119092 members 
Entering Unmasked Estep 
Score: -14228599.000000 Penalty: 3816.486816
	Iteration 15Q: 3 clusters Score -1.42286e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 120230 members 
Entering Unmasked Estep 
Score: -14229086.000000 Penalty: 3816.486816
	Iteration 16Q: 3 clusters Score -1.422909e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 121122 members 
Entering Unmasked Estep 
Score: -14229468.000000 Penalty: 3816.486816
	Iteration 17Q: 3 clusters Score -1.422947e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 121742 members 
Entering Unmasked Estep 
Score: -14229690.000000 Penalty: 3816.486816
	Iteration 18Q: 3 clusters Score -1.422969e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 122226 members 
Entering Unmasked Estep 
Score: -14229806.000000 Penalty: 3816.486816
	Iteration 19Q: 3 clusters Score -1.422981e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 122609 members 
Entering Unmasked Estep 
Score: -14229880.000000 Penalty: 3816.486816
	Iteration 20F: 3 clusters Score -1.422988e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 122887 members 
Entering Unmasked Estep 
Score: -14229977.000000 Penalty: 3816.486816
	Iteration 21Q: 3 clusters Score -1.422998e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 123088 members 
Entering Unmasked Estep 
Score: -14229980.000000 Penalty: 3816.486816
	Iteration 22Q: 3 clusters Score -1.422998e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 123232 members 
Entering Unmasked Estep 
Score: -14230008.000000 Penalty: 3816.486816
	Iteration 23Q: 3 clusters Score -1.423001e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 123354 members 
Entering Unmasked Estep 
Score: -14230012.000000 Penalty: 3816.486816
	Iteration 24Q: 3 clusters Score -1.423001e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 123441 members 
Entering Unmasked Estep 
Score: -14230025.000000 Penalty: 3816.486816
	Iteration 25Q: 3 clusters Score -1.423002e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 123522 members 
Entering Unmasked Estep 
Score: -14230062.000000 Penalty: 3816.486816
	Iteration 26Q: 3 clusters Score -1.423006e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 123603 members 
Entering Unmasked Estep 
Score: -14230087.000000 Penalty: 3816.486816
	Iteration 27Q: 3 clusters Score -1.423009e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 123670 members 
Entering Unmasked Estep 
Score: -14230093.000000 Penalty: 3816.486816
	Iteration 28Q: 3 clusters Score -1.423009e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 123719 members 
Entering Unmasked Estep 
Score: -14230083.000000 Penalty: 3816.486816
	Iteration 29Q: 3 clusters Score -1.423008e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 123760 members 
Entering Unmasked Estep 
Score: -14230103.000000 Penalty: 3816.486816
	Iteration 30Q: 3 clusters Score -1.42301e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 123788 members 
Entering Unmasked Estep 
Score: -14230104.000000 Penalty: 3816.486816
	Iteration 31Q: 3 clusters Score -1.42301e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 123812 members 
Entering Unmasked Estep 
Score: -14230115.000000 Penalty: 3816.486816
	Iteration 32Q: 3 clusters Score -1.423012e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 123837 members 
Entering Unmasked Estep 
Score: -14230125.000000 Penalty: 3816.486816
	Iteration 33Q: 3 clusters Score -1.423012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 123856 members 
Entering Unmasked Estep 
Score: -14230126.000000 Penalty: 3816.486816
	Iteration 34Q: 3 clusters Score -1.423013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 123876 members 
Entering Unmasked Estep 
Score: -14230128.000000 Penalty: 3816.486816
	Iteration 35Q: 3 clusters Score -1.423013e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 123899 members 
Entering Unmasked Estep 
Score: -14230109.000000 Penalty: 3816.486816
	Iteration 36Q: 3 clusters Score -1.423011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 123919 members 
Entering Unmasked Estep 
Score: -14230124.000000 Penalty: 3816.486816
	Iteration 37Q: 3 clusters Score -1.423012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 123937 members 
Entering Unmasked Estep 
Score: -14230130.000000 Penalty: 3816.486816
	Iteration 38Q: 3 clusters Score -1.423013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 123953 members 
Entering Unmasked Estep 
Score: -14230132.000000 Penalty: 3816.486816
	Iteration 39Q: 3 clusters Score -1.423013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 123970 members 
Entering Unmasked Estep 
Score: -14230123.000000 Penalty: 3816.486816
	Iteration 40F: 3 clusters Score -1.423012e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 123989 members 
Entering Unmasked Estep 
Score: -14230133.000000 Penalty: 3816.486816
	Iteration 41Q: 3 clusters Score -1.423013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 124003 members 
Entering Unmasked Estep 
Score: -14230123.000000 Penalty: 3816.486816
	Iteration 42Q: 3 clusters Score -1.423012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 124018 members 
Entering Unmasked Estep 
Score: -14230132.000000 Penalty: 3816.486816
	Iteration 43Q: 3 clusters Score -1.423013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 124028 members 
Entering Unmasked Estep 
Score: -14230146.000000 Penalty: 3816.486816
	Iteration 44Q: 3 clusters Score -1.423015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 124039 members 
Entering Unmasked Estep 
Score: -14230148.000000 Penalty: 3816.486816
	Iteration 45Q: 3 clusters Score -1.423015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 124043 members 
Entering Unmasked Estep 
Score: -14230146.000000 Penalty: 3816.486816
	Iteration 46Q: 3 clusters Score -1.423015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 124048 members 
Entering Unmasked Estep 
Score: -14230148.000000 Penalty: 3816.486816
	Iteration 47Q: 3 clusters Score -1.423015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 124058 members 
Entering Unmasked Estep 
Score: -14230146.000000 Penalty: 3816.486816
	Iteration 48Q: 3 clusters Score -1.423015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 124062 members 
Entering Unmasked Estep 
Score: -14230152.000000 Penalty: 3816.486816
	Iteration 49Q: 3 clusters Score -1.423015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 124070 members 
Entering Unmasked Estep 
Score: -14230159.000000 Penalty: 3816.486816
	Iteration 50Q: 3 clusters Score -1.423016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 124077 members 
Entering Unmasked Estep 
Score: -14230156.000000 Penalty: 3816.486816
	Iteration 51Q: 3 clusters Score -1.423016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 124087 members 
Entering Unmasked Estep 
Score: -14230146.000000 Penalty: 3816.486816
	Iteration 52Q: 3 clusters Score -1.423015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 124091 members 
Entering Unmasked Estep 
Score: -14230152.000000 Penalty: 3816.486816
	Iteration 53Q: 3 clusters Score -1.423015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 124096 members 
Entering Unmasked Estep 
Score: -14230164.000000 Penalty: 3816.486816
	Iteration 54Q: 3 clusters Score -1.423016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 124097 members 
Entering Unmasked Estep 
Score: -14230169.000000 Penalty: 3816.486816
	Iteration 55Q: 3 clusters Score -1.423017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 124099 members 
Entering Unmasked Estep 
Score: -14230174.000000 Penalty: 3816.486816
	Iteration 56Q: 3 clusters Score -1.423017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 124105 members 
Entering Unmasked Estep 
Score: -14230164.000000 Penalty: 3816.486816
	Iteration 57Q: 3 clusters Score -1.423016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 124109 members 
Entering Unmasked Estep 
Score: -14230165.000000 Penalty: 3816.486816
	Iteration 58Q: 3 clusters Score -1.423016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 124113 members 
Entering Unmasked Estep 
Score: -14230165.000000 Penalty: 3816.486816
	Iteration 59Q: 3 clusters Score -1.423016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 124116 members 
Entering Unmasked Estep 
Score: -14230171.000000 Penalty: 3816.486816
	Iteration 60F: 3 clusters Score -1.423017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 124120 members 
Entering Unmasked Estep 
Score: -14230167.000000 Penalty: 3816.486816
	Iteration 61Q: 3 clusters Score -1.423017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 124123 members 
Entering Unmasked Estep 
Score: -14230160.000000 Penalty: 3816.486816
	Iteration 62Q: 3 clusters Score -1.423016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 124123 members 
Entering Unmasked Estep 
Score: -14230164.000000 Penalty: 3816.486816
	Iteration 63Q: 3 clusters Score -1.423016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 124123 members 
Entering Unmasked Estep 
Score: -14230164.000000 Penalty: 3816.486816
	Iteration 64F: 3 clusters Score -1.423016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Entering Unmasked Estep 
Score: -1727352.000000 Penalty: 1568.357422
	Iteration 0F: 2 clusters Score -1727352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1716546.250000 Penalty: 3136.714844
	Iteration 0F: 3 clusters Score -1716546 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1720216.250000 Penalty: 3136.714844
	Iteration 1F: 3 clusters Score -1720216 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1720502.500000 Penalty: 3136.714844
	Iteration 2F: 3 clusters Score -1720502 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1720783.750000 Penalty: 3136.714844
	Iteration 3Q: 3 clusters Score -1720784 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1721099.875000 Penalty: 3136.714844
	Iteration 4Q: 3 clusters Score -1721100 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1721503.125000 Penalty: 3136.714844
	Iteration 5Q: 3 clusters Score -1721503 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1722007.750000 Penalty: 3136.714844
	Iteration 6F: 3 clusters Score -1722008 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1722702.250000 Penalty: 3136.714844
	Iteration 7F: 3 clusters Score -1722702 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1723656.000000 Penalty: 3136.714844
	Iteration 8F: 3 clusters Score -1723656 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1724668.375000 Penalty: 3136.714844
	Iteration 9F: 3 clusters Score -1724668 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1725372.125000 Penalty: 3136.714844
	Iteration 10Q: 3 clusters Score -1725372 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1725740.500000 Penalty: 3136.714844
	Iteration 11Q: 3 clusters Score -1725740 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1725859.750000 Penalty: 3136.714844
	Iteration 12Q: 3 clusters Score -1725860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1725926.250000 Penalty: 3136.714844
	Iteration 13Q: 3 clusters Score -1725926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1725946.125000 Penalty: 3136.714844
	Iteration 14Q: 3 clusters Score -1725946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1725967.500000 Penalty: 3136.714844
	Iteration 15Q: 3 clusters Score -1725968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1725991.125000 Penalty: 3136.714844
	Iteration 16Q: 3 clusters Score -1725991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1725997.500000 Penalty: 3136.714844
	Iteration 17Q: 3 clusters Score -1725998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1725997.500000 Penalty: 3136.714844
	Iteration 18F: 3 clusters Score -1725998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -56616.671875 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -56616.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55486.058594 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -55486.06 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55658.164062 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -55658.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55702.597656 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -55702.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55717.625000 Penalty: 2041.736694
	Iteration 3Q: 3 clusters Score -55717.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55725.292969 Penalty: 2041.736694
	Iteration 4Q: 3 clusters Score -55725.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55731.625000 Penalty: 2041.736694
	Iteration 5Q: 3 clusters Score -55731.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55738.871094 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -55738.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55743.183594 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -55743.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55744.230469 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -55744.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55744.230469 Penalty: 2041.736694
	Iteration 9F: 3 clusters Score -55744.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Entering Unmasked Estep 
Score: -4269003.000000 Penalty: 1716.260620
	Iteration 0F: 2 clusters Score -4269003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4243070.500000 Penalty: 3432.521240
	Iteration 0F: 3 clusters Score -4243070 nChanged 17901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -4252983.500000 Penalty: 3432.521240
	Iteration 1F: 3 clusters Score -4252984 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -4253349.500000 Penalty: 3432.521240
	Iteration 2Q: 3 clusters Score -4253350 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -4253819.500000 Penalty: 3432.521240
	Iteration 3Q: 3 clusters Score -4253820 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4254406.000000 Penalty: 3432.521240
	Iteration 4Q: 3 clusters Score -4254406 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4255212.000000 Penalty: 3432.521240
	Iteration 5Q: 3 clusters Score -4255212 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -4256553.000000 Penalty: 3432.521240
	Iteration 6F: 3 clusters Score -4256553 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -4258598.500000 Penalty: 3432.521240
	Iteration 7F: 3 clusters Score -4258598 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -4261232.000000 Penalty: 3432.521240
	Iteration 8F: 3 clusters Score -4261232 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -4263886.500000 Penalty: 3432.521240
	Iteration 9F: 3 clusters Score -4263886 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4265715.500000 Penalty: 3432.521240
	Iteration 10Q: 3 clusters Score -4265716 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4266652.500000 Penalty: 3432.521240
	Iteration 11Q: 3 clusters Score -4266652 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4267145.000000 Penalty: 3432.521240
	Iteration 12Q: 3 clusters Score -4267145 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4267417.000000 Penalty: 3432.521240
	Iteration 13Q: 3 clusters Score -4267417 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4267569.500000 Penalty: 3432.521240
	Iteration 14Q: 3 clusters Score -4267570 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4267679.000000 Penalty: 3432.521240
	Iteration 15Q: 3 clusters Score -4267679 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4267772.500000 Penalty: 3432.521240
	Iteration 16Q: 3 clusters Score -4267772 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4267859.000000 Penalty: 3432.521240
	Iteration 17Q: 3 clusters Score -4267859 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4267929.000000 Penalty: 3432.521240
	Iteration 18Q: 3 clusters Score -4267929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4267967.500000 Penalty: 3432.521240
	Iteration 19Q: 3 clusters Score -4267968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4267991.500000 Penalty: 3432.521240
	Iteration 20F: 3 clusters Score -4267992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4268014.000000 Penalty: 3432.521240
	Iteration 21Q: 3 clusters Score -4268014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4268033.000000 Penalty: 3432.521240
	Iteration 22Q: 3 clusters Score -4268033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4268049.500000 Penalty: 3432.521240
	Iteration 23Q: 3 clusters Score -4268050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4268072.500000 Penalty: 3432.521240
	Iteration 24Q: 3 clusters Score -4268072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4268081.000000 Penalty: 3432.521240
	Iteration 25Q: 3 clusters Score -4268081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4268084.000000 Penalty: 3432.521240
	Iteration 26Q: 3 clusters Score -4268084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4268086.500000 Penalty: 3432.521240
	Iteration 27Q: 3 clusters Score -4268086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4268090.000000 Penalty: 3432.521240
	Iteration 28Q: 3 clusters Score -4268090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4268092.000000 Penalty: 3432.521240
	Iteration 29Q: 3 clusters Score -4268092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4268092.500000 Penalty: 3432.521240
	Iteration 30Q: 3 clusters Score -4268092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4268093.500000 Penalty: 3432.521240
	Iteration 31Q: 3 clusters Score -4268094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4268095.500000 Penalty: 3432.521240
	Iteration 32Q: 3 clusters Score -4268096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4268097.500000 Penalty: 3432.521240
	Iteration 33Q: 3 clusters Score -4268098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4268097.500000 Penalty: 3432.521240
	Iteration 34Q: 3 clusters Score -4268098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4268099.000000 Penalty: 3432.521240
	Iteration 35Q: 3 clusters Score -4268099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4268098.500000 Penalty: 3432.521240
	Iteration 36Q: 3 clusters Score -4268098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4268104.000000 Penalty: 3432.521240
	Iteration 37Q: 3 clusters Score -4268104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4268107.000000 Penalty: 3432.521240
	Iteration 38Q: 3 clusters Score -4268107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4268110.000000 Penalty: 3432.521240
	Iteration 39Q: 3 clusters Score -4268110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4268109.000000 Penalty: 3432.521240
	Iteration 40F: 3 clusters Score -4268109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -261787.359375 Penalty: 1268.588135
	Iteration 0F: 2 clusters Score -261787.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -259413.062500 Penalty: 2537.176270
	Iteration 0F: 3 clusters Score -259413.1 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -260063.140625 Penalty: 2537.176270
	Iteration 1F: 3 clusters Score -260063.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -260288.109375 Penalty: 2537.176270
	Iteration 2F: 3 clusters Score -260288.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -260416.734375 Penalty: 2537.176270
	Iteration 3F: 3 clusters Score -260416.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -260508.187500 Penalty: 2537.176270
	Iteration 4Q: 3 clusters Score -260508.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -260590.546875 Penalty: 2537.176270
	Iteration 5Q: 3 clusters Score -260590.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -260698.156250 Penalty: 2537.176270
	Iteration 6Q: 3 clusters Score -260698.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -260846.015625 Penalty: 2537.176270
	Iteration 7Q: 3 clusters Score -260846 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -260987.171875 Penalty: 2537.176270
	Iteration 8Q: 3 clusters Score -260987.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -261144.640625 Penalty: 2537.176270
	Iteration 9Q: 3 clusters Score -261144.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -261267.218750 Penalty: 2537.176270
	Iteration 10Q: 3 clusters Score -261267.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -261333.218750 Penalty: 2537.176270
	Iteration 11Q: 3 clusters Score -261333.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -261365.531250 Penalty: 2537.176270
	Iteration 12Q: 3 clusters Score -261365.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -261387.578125 Penalty: 2537.176270
	Iteration 13Q: 3 clusters Score -261387.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -261400.875000 Penalty: 2537.176270
	Iteration 14Q: 3 clusters Score -261400.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -261407.421875 Penalty: 2537.176270
	Iteration 15Q: 3 clusters Score -261407.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -261413.468750 Penalty: 2537.176270
	Iteration 16Q: 3 clusters Score -261413.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -261415.687500 Penalty: 2537.176270
	Iteration 17Q: 3 clusters Score -261415.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -261417.578125 Penalty: 2537.176270
	Iteration 18Q: 3 clusters Score -261417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -261419.703125 Penalty: 2537.176270
	Iteration 19Q: 3 clusters Score -261419.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -261426.718750 Penalty: 2537.176270
	Iteration 20F: 3 clusters Score -261426.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -261433.093750 Penalty: 2537.176270
	Iteration 21Q: 3 clusters Score -261433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -261436.953125 Penalty: 2537.176270
	Iteration 22Q: 3 clusters Score -261437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -261437.968750 Penalty: 2537.176270
	Iteration 23Q: 3 clusters Score -261438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -261439.265625 Penalty: 2537.176270
	Iteration 24Q: 3 clusters Score -261439.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -261439.265625 Penalty: 2537.176270
	Iteration 25F: 3 clusters Score -261439.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -52725.117188 Penalty: 1006.590881
	Iteration 0F: 2 clusters Score -52725.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51682.632812 Penalty: 2013.181763
	Iteration 0F: 3 clusters Score -51682.63 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51844.710938 Penalty: 2013.181763
	Iteration 1F: 3 clusters Score -51844.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51891.148438 Penalty: 2013.181763
	Iteration 2F: 3 clusters Score -51891.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51916.160156 Penalty: 2013.181763
	Iteration 3Q: 3 clusters Score -51916.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51930.500000 Penalty: 2013.181763
	Iteration 4Q: 3 clusters Score -51930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51934.328125 Penalty: 2013.181763
	Iteration 5Q: 3 clusters Score -51934.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51937.597656 Penalty: 2013.181763
	Iteration 6Q: 3 clusters Score -51937.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51941.121094 Penalty: 2013.181763
	Iteration 7Q: 3 clusters Score -51941.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51942.800781 Penalty: 2013.181763
	Iteration 8Q: 3 clusters Score -51942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51944.078125 Penalty: 2013.181763
	Iteration 9Q: 3 clusters Score -51944.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51946.785156 Penalty: 2013.181763
	Iteration 10Q: 3 clusters Score -51946.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51946.785156 Penalty: 2013.181763
	Iteration 11F: 3 clusters Score -51946.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Entering Unmasked Estep 
Score: -419003.187500 Penalty: 1335.158203
	Iteration 0F: 2 clusters Score -419003.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -415828.687500 Penalty: 2670.316406
	Iteration 0F: 3 clusters Score -415828.7 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -416604.000000 Penalty: 2670.316406
	Iteration 1F: 3 clusters Score -416604 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -416781.312500 Penalty: 2670.316406
	Iteration 2F: 3 clusters Score -416781.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -416911.312500 Penalty: 2670.316406
	Iteration 3F: 3 clusters Score -416911.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -417016.500000 Penalty: 2670.316406
	Iteration 4Q: 3 clusters Score -417016.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -417093.687500 Penalty: 2670.316406
	Iteration 5Q: 3 clusters Score -417093.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -417183.218750 Penalty: 2670.316406
	Iteration 6Q: 3 clusters Score -417183.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -417287.250000 Penalty: 2670.316406
	Iteration 7Q: 3 clusters Score -417287.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -417365.875000 Penalty: 2670.316406
	Iteration 8Q: 3 clusters Score -417365.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -417421.875000 Penalty: 2670.316406
	Iteration 9Q: 3 clusters Score -417421.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -417474.500000 Penalty: 2670.316406
	Iteration 10Q: 3 clusters Score -417474.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -417519.718750 Penalty: 2670.316406
	Iteration 11Q: 3 clusters Score -417519.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -417558.281250 Penalty: 2670.316406
	Iteration 12Q: 3 clusters Score -417558.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -417594.468750 Penalty: 2670.316406
	Iteration 13Q: 3 clusters Score -417594.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -417621.406250 Penalty: 2670.316406
	Iteration 14Q: 3 clusters Score -417621.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -417640.468750 Penalty: 2670.316406
	Iteration 15Q: 3 clusters Score -417640.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -417664.531250 Penalty: 2670.316406
	Iteration 16Q: 3 clusters Score -417664.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -417681.093750 Penalty: 2670.316406
	Iteration 17Q: 3 clusters Score -417681.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -417692.562500 Penalty: 2670.316406
	Iteration 18Q: 3 clusters Score -417692.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -417701.718750 Penalty: 2670.316406
	Iteration 19Q: 3 clusters Score -417701.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -417708.812500 Penalty: 2670.316406
	Iteration 20F: 3 clusters Score -417708.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -417713.343750 Penalty: 2670.316406
	Iteration 21Q: 3 clusters Score -417713.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -417718.718750 Penalty: 2670.316406
	Iteration 22Q: 3 clusters Score -417718.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -417723.062500 Penalty: 2670.316406
	Iteration 23Q: 3 clusters Score -417723.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -417726.968750 Penalty: 2670.316406
	Iteration 24Q: 3 clusters Score -417727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -417727.906250 Penalty: 2670.316406
	Iteration 25Q: 3 clusters Score -417727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -417730.031250 Penalty: 2670.316406
	Iteration 26Q: 3 clusters Score -417730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -417731.562500 Penalty: 2670.316406
	Iteration 27Q: 3 clusters Score -417731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -417743.281250 Penalty: 2670.316406
	Iteration 28Q: 3 clusters Score -417743.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -417748.937500 Penalty: 2670.316406
	Iteration 29Q: 3 clusters Score -417748.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -417755.250000 Penalty: 2670.316406
	Iteration 30Q: 3 clusters Score -417755.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -417759.625000 Penalty: 2670.316406
	Iteration 31Q: 3 clusters Score -417759.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -417761.562500 Penalty: 2670.316406
	Iteration 32Q: 3 clusters Score -417761.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -417763.906250 Penalty: 2670.316406
	Iteration 33Q: 3 clusters Score -417763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -417766.343750 Penalty: 2670.316406
	Iteration 34Q: 3 clusters Score -417766.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -417768.687500 Penalty: 2670.316406
	Iteration 35Q: 3 clusters Score -417768.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -417771.687500 Penalty: 2670.316406
	Iteration 36Q: 3 clusters Score -417771.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -417774.281250 Penalty: 2670.316406
	Iteration 37Q: 3 clusters Score -417774.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -417775.593750 Penalty: 2670.316406
	Iteration 38Q: 3 clusters Score -417775.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -417777.625000 Penalty: 2670.316406
	Iteration 39Q: 3 clusters Score -417777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -417778.843750 Penalty: 2670.316406
	Iteration 40F: 3 clusters Score -417778.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Entering Unmasked Estep 
Score: -1142001.250000 Penalty: 1494.734985
	Iteration 0F: 2 clusters Score -1142001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1134896.500000 Penalty: 2989.469971
	Iteration 0F: 3 clusters Score -1134896 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1137154.250000 Penalty: 2989.469971
	Iteration 1F: 3 clusters Score -1137154 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1137449.250000 Penalty: 2989.469971
	Iteration 2F: 3 clusters Score -1137449 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1137718.250000 Penalty: 2989.469971
	Iteration 3F: 3 clusters Score -1137718 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1137952.000000 Penalty: 2989.469971
	Iteration 4F: 3 clusters Score -1137952 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1138218.750000 Penalty: 2989.469971
	Iteration 5Q: 3 clusters Score -1138219 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1138465.875000 Penalty: 2989.469971
	Iteration 6Q: 3 clusters Score -1138466 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1138744.500000 Penalty: 2989.469971
	Iteration 7Q: 3 clusters Score -1138744 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1139076.250000 Penalty: 2989.469971
	Iteration 8Q: 3 clusters Score -1139076 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1139434.250000 Penalty: 2989.469971
	Iteration 9Q: 3 clusters Score -1139434 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1139732.875000 Penalty: 2989.469971
	Iteration 10Q: 3 clusters Score -1139733 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1139986.500000 Penalty: 2989.469971
	Iteration 11Q: 3 clusters Score -1139986 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1140168.750000 Penalty: 2989.469971
	Iteration 12Q: 3 clusters Score -1140169 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1140279.500000 Penalty: 2989.469971
	Iteration 13Q: 3 clusters Score -1140280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1140347.875000 Penalty: 2989.469971
	Iteration 14Q: 3 clusters Score -1140348 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1140396.125000 Penalty: 2989.469971
	Iteration 15Q: 3 clusters Score -1140396 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1140424.125000 Penalty: 2989.469971
	Iteration 16Q: 3 clusters Score -1140424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1140449.750000 Penalty: 2989.469971
	Iteration 17Q: 3 clusters Score -1140450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1140472.875000 Penalty: 2989.469971
	Iteration 18Q: 3 clusters Score -1140473 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1140494.875000 Penalty: 2989.469971
	Iteration 19Q: 3 clusters Score -1140495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1140514.750000 Penalty: 2989.469971
	Iteration 20F: 3 clusters Score -1140515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1140531.500000 Penalty: 2989.469971
	Iteration 21Q: 3 clusters Score -1140532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1140545.875000 Penalty: 2989.469971
	Iteration 22Q: 3 clusters Score -1140546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1140558.375000 Penalty: 2989.469971
	Iteration 23Q: 3 clusters Score -1140558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1140566.000000 Penalty: 2989.469971
	Iteration 24Q: 3 clusters Score -1140566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1140581.750000 Penalty: 2989.469971
	Iteration 25Q: 3 clusters Score -1140582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1140599.250000 Penalty: 2989.469971
	Iteration 26Q: 3 clusters Score -1140599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1140605.875000 Penalty: 2989.469971
	Iteration 27Q: 3 clusters Score -1140606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1140610.750000 Penalty: 2989.469971
	Iteration 28Q: 3 clusters Score -1140611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1140618.375000 Penalty: 2989.469971
	Iteration 29Q: 3 clusters Score -1140618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1140622.500000 Penalty: 2989.469971
	Iteration 30Q: 3 clusters Score -1140622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1140625.750000 Penalty: 2989.469971
	Iteration 31Q: 3 clusters Score -1140626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1140636.750000 Penalty: 2989.469971
	Iteration 32Q: 3 clusters Score -1140637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1140643.500000 Penalty: 2989.469971
	Iteration 33Q: 3 clusters Score -1140644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1140651.000000 Penalty: 2989.469971
	Iteration 34Q: 3 clusters Score -1140651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1140656.500000 Penalty: 2989.469971
	Iteration 35Q: 3 clusters Score -1140656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1140666.125000 Penalty: 2989.469971
	Iteration 36Q: 3 clusters Score -1140666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1140672.875000 Penalty: 2989.469971
	Iteration 37Q: 3 clusters Score -1140673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1140677.875000 Penalty: 2989.469971
	Iteration 38Q: 3 clusters Score -1140678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1140680.125000 Penalty: 2989.469971
	Iteration 39Q: 3 clusters Score -1140680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1140683.500000 Penalty: 2989.469971
	Iteration 40F: 3 clusters Score -1140684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1140685.500000 Penalty: 2989.469971
	Iteration 41Q: 3 clusters Score -1140686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1140684.000000 Penalty: 2989.469971
	Iteration 42Q: 3 clusters Score -1140684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1140690.125000 Penalty: 2989.469971
	Iteration 43Q: 3 clusters Score -1140690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1140690.250000 Penalty: 2989.469971
	Iteration 44Q: 3 clusters Score -1140690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1140694.250000 Penalty: 2989.469971
	Iteration 45Q: 3 clusters Score -1140694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1140700.875000 Penalty: 2989.469971
	Iteration 46Q: 3 clusters Score -1140701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1140706.250000 Penalty: 2989.469971
	Iteration 47Q: 3 clusters Score -1140706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1140708.875000 Penalty: 2989.469971
	Iteration 48Q: 3 clusters Score -1140709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1140709.875000 Penalty: 2989.469971
	Iteration 49Q: 3 clusters Score -1140710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1140711.375000 Penalty: 2989.469971
	Iteration 50Q: 3 clusters Score -1140711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1140711.375000 Penalty: 2989.469971
	Iteration 51F: 3 clusters Score -1140711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Entering Unmasked Estep 
Score: -2535363.750000 Penalty: 1624.826782
	Iteration 0F: 2 clusters Score -2535364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2520482.500000 Penalty: 3249.653564
	Iteration 0F: 3 clusters Score -2520482 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2525875.250000 Penalty: 3249.653564
	Iteration 1F: 3 clusters Score -2525875 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2526261.000000 Penalty: 3249.653564
	Iteration 2Q: 3 clusters Score -2526261 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2526636.750000 Penalty: 3249.653564
	Iteration 3Q: 3 clusters Score -2526637 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2527006.500000 Penalty: 3249.653564
	Iteration 4Q: 3 clusters Score -2527006 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2527445.750000 Penalty: 3249.653564
	Iteration 5Q: 3 clusters Score -2527446 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2528014.000000 Penalty: 3249.653564
	Iteration 6Q: 3 clusters Score -2528014 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2528755.750000 Penalty: 3249.653564
	Iteration 7F: 3 clusters Score -2528756 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2529594.500000 Penalty: 3249.653564
	Iteration 8F: 3 clusters Score -2529594 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2530509.750000 Penalty: 3249.653564
	Iteration 9F: 3 clusters Score -2530510 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2531229.500000 Penalty: 3249.653564
	Iteration 10Q: 3 clusters Score -2531230 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2531732.250000 Penalty: 3249.653564
	Iteration 11Q: 3 clusters Score -2531732 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2532061.750000 Penalty: 3249.653564
	Iteration 12Q: 3 clusters Score -2532062 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2532295.000000 Penalty: 3249.653564
	Iteration 13Q: 3 clusters Score -2532295 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2532472.000000 Penalty: 3249.653564
	Iteration 14Q: 3 clusters Score -2532472 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2532603.750000 Penalty: 3249.653564
	Iteration 15Q: 3 clusters Score -2532604 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2532706.250000 Penalty: 3249.653564
	Iteration 16Q: 3 clusters Score -2532706 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2532811.250000 Penalty: 3249.653564
	Iteration 17Q: 3 clusters Score -2532811 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2532891.250000 Penalty: 3249.653564
	Iteration 18Q: 3 clusters Score -2532891 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2532965.250000 Penalty: 3249.653564
	Iteration 19Q: 3 clusters Score -2532965 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2533035.000000 Penalty: 3249.653564
	Iteration 20F: 3 clusters Score -2533035 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2533101.750000 Penalty: 3249.653564
	Iteration 21Q: 3 clusters Score -2533102 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2533164.250000 Penalty: 3249.653564
	Iteration 22Q: 3 clusters Score -2533164 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2533236.250000 Penalty: 3249.653564
	Iteration 23Q: 3 clusters Score -2533236 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2533301.000000 Penalty: 3249.653564
	Iteration 24Q: 3 clusters Score -2533301 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2533360.750000 Penalty: 3249.653564
	Iteration 25Q: 3 clusters Score -2533361 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2533425.750000 Penalty: 3249.653564
	Iteration 26Q: 3 clusters Score -2533426 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2533477.750000 Penalty: 3249.653564
	Iteration 27Q: 3 clusters Score -2533478 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2533538.750000 Penalty: 3249.653564
	Iteration 28Q: 3 clusters Score -2533539 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2533614.750000 Penalty: 3249.653564
	Iteration 29Q: 3 clusters Score -2533615 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2533681.750000 Penalty: 3249.653564
	Iteration 30Q: 3 clusters Score -2533682 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2533729.000000 Penalty: 3249.653564
	Iteration 31Q: 3 clusters Score -2533729 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2533774.250000 Penalty: 3249.653564
	Iteration 32Q: 3 clusters Score -2533774 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2533840.750000 Penalty: 3249.653564
	Iteration 33Q: 3 clusters Score -2533841 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2533876.750000 Penalty: 3249.653564
	Iteration 34Q: 3 clusters Score -2533877 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2533900.500000 Penalty: 3249.653564
	Iteration 35Q: 3 clusters Score -2533900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2533924.250000 Penalty: 3249.653564
	Iteration 36Q: 3 clusters Score -2533924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2533944.750000 Penalty: 3249.653564
	Iteration 37Q: 3 clusters Score -2533945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2533959.500000 Penalty: 3249.653564
	Iteration 38Q: 3 clusters Score -2533960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2533974.500000 Penalty: 3249.653564
	Iteration 39Q: 3 clusters Score -2533974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2533988.000000 Penalty: 3249.653564
	Iteration 40F: 3 clusters Score -2533988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2533991.500000 Penalty: 3249.653564
	Iteration 41Q: 3 clusters Score -2533992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2533992.500000 Penalty: 3249.653564
	Iteration 42Q: 3 clusters Score -2533992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2533994.500000 Penalty: 3249.653564
	Iteration 43Q: 3 clusters Score -2533994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2534000.000000 Penalty: 3249.653564
	Iteration 44Q: 3 clusters Score -2534000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2534009.250000 Penalty: 3249.653564
	Iteration 45Q: 3 clusters Score -2534009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2534008.250000 Penalty: 3249.653564
	Iteration 46Q: 3 clusters Score -2534008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2534012.000000 Penalty: 3249.653564
	Iteration 47Q: 3 clusters Score -2534012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -2534011.500000 Penalty: 3249.653564
	Iteration 48Q: 3 clusters Score -2534012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2534015.250000 Penalty: 3249.653564
	Iteration 49Q: 3 clusters Score -2534015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2534015.500000 Penalty: 3249.653564
	Iteration 50Q: 3 clusters Score -2534016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2534014.750000 Penalty: 3249.653564
	Iteration 51Q: 3 clusters Score -2534015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2534017.000000 Penalty: 3249.653564
	Iteration 52Q: 3 clusters Score -2534017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2534016.500000 Penalty: 3249.653564
	Iteration 53Q: 3 clusters Score -2534016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2534018.250000 Penalty: 3249.653564
	Iteration 54Q: 3 clusters Score -2534018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2534016.750000 Penalty: 3249.653564
	Iteration 55Q: 3 clusters Score -2534017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2534016.750000 Penalty: 3249.653564
	Iteration 56F: 3 clusters Score -2534017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Entering Unmasked Estep 
Score: -1552825.875000 Penalty: 1544.493530
	Iteration 0F: 2 clusters Score -1552826 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 6772 members 
Entering Unmasked Estep 
Score: -1543418.000000 Penalty: 3088.987061
	Iteration 0F: 3 clusters Score -1543418 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1546597.000000 Penalty: 3088.987061
	Iteration 1F: 3 clusters Score -1546597 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1546867.500000 Penalty: 3088.987061
	Iteration 2F: 3 clusters Score -1546868 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1547089.125000 Penalty: 3088.987061
	Iteration 3Q: 3 clusters Score -1547089 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1547304.750000 Penalty: 3088.987061
	Iteration 4Q: 3 clusters Score -1547305 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1547551.000000 Penalty: 3088.987061
	Iteration 5Q: 3 clusters Score -1547551 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1547859.000000 Penalty: 3088.987061
	Iteration 6Q: 3 clusters Score -1547859 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1548276.250000 Penalty: 3088.987061
	Iteration 7F: 3 clusters Score -1548276 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1548844.000000 Penalty: 3088.987061
	Iteration 8F: 3 clusters Score -1548844 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1549467.750000 Penalty: 3088.987061
	Iteration 9F: 3 clusters Score -1549468 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1550014.375000 Penalty: 3088.987061
	Iteration 10F: 3 clusters Score -1550014 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1550395.375000 Penalty: 3088.987061
	Iteration 11Q: 3 clusters Score -1550395 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1550688.000000 Penalty: 3088.987061
	Iteration 12Q: 3 clusters Score -1550688 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1550920.000000 Penalty: 3088.987061
	Iteration 13Q: 3 clusters Score -1550920 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1551090.750000 Penalty: 3088.987061
	Iteration 14Q: 3 clusters Score -1551091 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1551195.875000 Penalty: 3088.987061
	Iteration 15Q: 3 clusters Score -1551196 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1551281.500000 Penalty: 3088.987061
	Iteration 16Q: 3 clusters Score -1551282 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1551312.875000 Penalty: 3088.987061
	Iteration 17Q: 3 clusters Score -1551313 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1551343.625000 Penalty: 3088.987061
	Iteration 18Q: 3 clusters Score -1551344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1551373.125000 Penalty: 3088.987061
	Iteration 19Q: 3 clusters Score -1551373 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1551412.875000 Penalty: 3088.987061
	Iteration 20F: 3 clusters Score -1551413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1551441.750000 Penalty: 3088.987061
	Iteration 21Q: 3 clusters Score -1551442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1551461.875000 Penalty: 3088.987061
	Iteration 22Q: 3 clusters Score -1551462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1551479.375000 Penalty: 3088.987061
	Iteration 23Q: 3 clusters Score -1551479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1551495.000000 Penalty: 3088.987061
	Iteration 24Q: 3 clusters Score -1551495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1551507.000000 Penalty: 3088.987061
	Iteration 25Q: 3 clusters Score -1551507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1551512.750000 Penalty: 3088.987061
	Iteration 26Q: 3 clusters Score -1551513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1551518.375000 Penalty: 3088.987061
	Iteration 27Q: 3 clusters Score -1551518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1551520.500000 Penalty: 3088.987061
	Iteration 28Q: 3 clusters Score -1551520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1551523.625000 Penalty: 3088.987061
	Iteration 29Q: 3 clusters Score -1551524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1551525.375000 Penalty: 3088.987061
	Iteration 30Q: 3 clusters Score -1551525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1551524.875000 Penalty: 3088.987061
	Iteration 31Q: 3 clusters Score -1551525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1551527.750000 Penalty: 3088.987061
	Iteration 32Q: 3 clusters Score -1551528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1551528.875000 Penalty: 3088.987061
	Iteration 33Q: 3 clusters Score -1551529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1551533.000000 Penalty: 3088.987061
	Iteration 34Q: 3 clusters Score -1551533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1551539.250000 Penalty: 3088.987061
	Iteration 35Q: 3 clusters Score -1551539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1551540.875000 Penalty: 3088.987061
	Iteration 36Q: 3 clusters Score -1551541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1551543.000000 Penalty: 3088.987061
	Iteration 37Q: 3 clusters Score -1551543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1551545.500000 Penalty: 3088.987061
	Iteration 38Q: 3 clusters Score -1551546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1551545.625000 Penalty: 3088.987061
	Iteration 39Q: 3 clusters Score -1551546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1551546.875000 Penalty: 3088.987061
	Iteration 40F: 3 clusters Score -1551547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1551549.500000 Penalty: 3088.987061
	Iteration 41Q: 3 clusters Score -1551550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1551553.625000 Penalty: 3088.987061
	Iteration 42Q: 3 clusters Score -1551554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1551554.000000 Penalty: 3088.987061
	Iteration 43Q: 3 clusters Score -1551554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1551555.250000 Penalty: 3088.987061
	Iteration 44Q: 3 clusters Score -1551555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1551554.750000 Penalty: 3088.987061
	Iteration 45Q: 3 clusters Score -1551555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1551557.125000 Penalty: 3088.987061
	Iteration 46Q: 3 clusters Score -1551557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1551560.625000 Penalty: 3088.987061
	Iteration 47Q: 3 clusters Score -1551561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1551562.500000 Penalty: 3088.987061
	Iteration 48Q: 3 clusters Score -1551562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1551563.625000 Penalty: 3088.987061
	Iteration 49Q: 3 clusters Score -1551564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1551564.875000 Penalty: 3088.987061
	Iteration 50Q: 3 clusters Score -1551565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1551566.875000 Penalty: 3088.987061
	Iteration 51Q: 3 clusters Score -1551567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1551565.375000 Penalty: 3088.987061
	Iteration 52Q: 3 clusters Score -1551565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1551565.375000 Penalty: 3088.987061
	Iteration 53F: 3 clusters Score -1551565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -185575.437500 Penalty: 1196.841797
	Iteration 0F: 2 clusters Score -185575.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -183733.859375 Penalty: 2393.683594
	Iteration 0F: 3 clusters Score -183733.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -184081.000000 Penalty: 2393.683594
	Iteration 1F: 3 clusters Score -184081 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -184151.890625 Penalty: 2393.683594
	Iteration 2F: 3 clusters Score -184151.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -184197.546875 Penalty: 2393.683594
	Iteration 3Q: 3 clusters Score -184197.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -184230.781250 Penalty: 2393.683594
	Iteration 4Q: 3 clusters Score -184230.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -184254.109375 Penalty: 2393.683594
	Iteration 5Q: 3 clusters Score -184254.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -184267.562500 Penalty: 2393.683594
	Iteration 6Q: 3 clusters Score -184267.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -184275.281250 Penalty: 2393.683594
	Iteration 7Q: 3 clusters Score -184275.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -184286.984375 Penalty: 2393.683594
	Iteration 8Q: 3 clusters Score -184287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -184299.906250 Penalty: 2393.683594
	Iteration 9Q: 3 clusters Score -184299.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -184311.984375 Penalty: 2393.683594
	Iteration 10Q: 3 clusters Score -184312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -184320.281250 Penalty: 2393.683594
	Iteration 11Q: 3 clusters Score -184320.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -184328.906250 Penalty: 2393.683594
	Iteration 12Q: 3 clusters Score -184328.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -184331.609375 Penalty: 2393.683594
	Iteration 13Q: 3 clusters Score -184331.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -184334.609375 Penalty: 2393.683594
	Iteration 14Q: 3 clusters Score -184334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -184338.765625 Penalty: 2393.683594
	Iteration 15Q: 3 clusters Score -184338.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -184344.390625 Penalty: 2393.683594
	Iteration 16Q: 3 clusters Score -184344.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -184349.484375 Penalty: 2393.683594
	Iteration 17Q: 3 clusters Score -184349.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -184355.578125 Penalty: 2393.683594
	Iteration 18Q: 3 clusters Score -184355.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -184363.875000 Penalty: 2393.683594
	Iteration 19Q: 3 clusters Score -184363.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -184375.812500 Penalty: 2393.683594
	Iteration 20F: 3 clusters Score -184375.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -184381.656250 Penalty: 2393.683594
	Iteration 21Q: 3 clusters Score -184381.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -184386.453125 Penalty: 2393.683594
	Iteration 22Q: 3 clusters Score -184386.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -184393.093750 Penalty: 2393.683594
	Iteration 23Q: 3 clusters Score -184393.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -184397.515625 Penalty: 2393.683594
	Iteration 24Q: 3 clusters Score -184397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -184400.687500 Penalty: 2393.683594
	Iteration 25Q: 3 clusters Score -184400.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -184403.343750 Penalty: 2393.683594
	Iteration 26Q: 3 clusters Score -184403.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -184405.468750 Penalty: 2393.683594
	Iteration 27Q: 3 clusters Score -184405.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -184406.562500 Penalty: 2393.683594
	Iteration 28Q: 3 clusters Score -184406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -184408.953125 Penalty: 2393.683594
	Iteration 29Q: 3 clusters Score -184409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -184411.078125 Penalty: 2393.683594
	Iteration 30Q: 3 clusters Score -184411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -184411.359375 Penalty: 2393.683594
	Iteration 31Q: 3 clusters Score -184411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -184411.359375 Penalty: 2393.683594
	Iteration 32F: 3 clusters Score -184411.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Entering Unmasked Estep 
Score: -826163.187500 Penalty: 1442.642456
	Iteration 0F: 2 clusters Score -826163.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -820756.750000 Penalty: 2885.284912
	Iteration 0F: 3 clusters Score -820756.8 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -822425.812500 Penalty: 2885.284912
	Iteration 1F: 3 clusters Score -822425.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -822641.312500 Penalty: 2885.284912
	Iteration 2F: 3 clusters Score -822641.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -822831.750000 Penalty: 2885.284912
	Iteration 3Q: 3 clusters Score -822831.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -823078.125000 Penalty: 2885.284912
	Iteration 4Q: 3 clusters Score -823078.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -823401.937500 Penalty: 2885.284912
	Iteration 5F: 3 clusters Score -823401.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -823758.000000 Penalty: 2885.284912
	Iteration 6F: 3 clusters Score -823758 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -824118.250000 Penalty: 2885.284912
	Iteration 7F: 3 clusters Score -824118.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -824472.500000 Penalty: 2885.284912
	Iteration 8F: 3 clusters Score -824472.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -824864.625000 Penalty: 2885.284912
	Iteration 9F: 3 clusters Score -824864.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -825203.000000 Penalty: 2885.284912
	Iteration 10F: 3 clusters Score -825203 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -825408.437500 Penalty: 2885.284912
	Iteration 11Q: 3 clusters Score -825408.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -825527.312500 Penalty: 2885.284912
	Iteration 12Q: 3 clusters Score -825527.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -825575.312500 Penalty: 2885.284912
	Iteration 13Q: 3 clusters Score -825575.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -825589.250000 Penalty: 2885.284912
	Iteration 14Q: 3 clusters Score -825589.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -825597.937500 Penalty: 2885.284912
	Iteration 15Q: 3 clusters Score -825597.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -825602.375000 Penalty: 2885.284912
	Iteration 16Q: 3 clusters Score -825602.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -825604.250000 Penalty: 2885.284912
	Iteration 17Q: 3 clusters Score -825604.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -825607.375000 Penalty: 2885.284912
	Iteration 18Q: 3 clusters Score -825607.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -825613.750000 Penalty: 2885.284912
	Iteration 19Q: 3 clusters Score -825613.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -825613.375000 Penalty: 2885.284912
	Iteration 20F: 3 clusters Score -825613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -825615.062500 Penalty: 2885.284912
	Iteration 21Q: 3 clusters Score -825615.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -825615.312500 Penalty: 2885.284912
	Iteration 22Q: 3 clusters Score -825615.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -825615.312500 Penalty: 2885.284912
	Iteration 23F: 3 clusters Score -825615.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (117314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117314 members 
Entering Unmasked Estep 
Score: -13654717.000000 Penalty: 1896.799072
	Iteration 0F: 2 clusters Score -1.365472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -13581770.000000 Penalty: 3793.598145
	Iteration 0F: 3 clusters Score -1.358177e+07 nChanged 56103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -13614493.000000 Penalty: 3793.598145
	Iteration 1F: 3 clusters Score -1.361449e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -13614917.000000 Penalty: 3793.598145
	Iteration 2Q: 3 clusters Score -1.361492e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -13615263.000000 Penalty: 3793.598145
	Iteration 3Q: 3 clusters Score -1.361526e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -13615614.000000 Penalty: 3793.598145
	Iteration 4Q: 3 clusters Score -1.361561e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -13616126.000000 Penalty: 3793.598145
	Iteration 5Q: 3 clusters Score -1.361613e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -13616877.000000 Penalty: 3793.598145
	Iteration 6Q: 3 clusters Score -1.361688e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -13617732.000000 Penalty: 3793.598145
	Iteration 7Q: 3 clusters Score -1.361773e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -13619172.000000 Penalty: 3793.598145
	Iteration 8Q: 3 clusters Score -1.361917e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -13621359.000000 Penalty: 3793.598145
	Iteration 9Q: 3 clusters Score -1.362136e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -13624728.000000 Penalty: 3793.598145
	Iteration 10Q: 3 clusters Score -1.362473e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -13629828.000000 Penalty: 3793.598145
	Iteration 11F: 3 clusters Score -1.362983e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82657 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -13636148.000000 Penalty: 3793.598145
	Iteration 12F: 3 clusters Score -1.363615e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85728 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -13642088.000000 Penalty: 3793.598145
	Iteration 13F: 3 clusters Score -1.364209e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -13645798.000000 Penalty: 3793.598145
	Iteration 14Q: 3 clusters Score -1.36458e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -13647601.000000 Penalty: 3793.598145
	Iteration 15Q: 3 clusters Score -1.36476e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88575 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -13648924.000000 Penalty: 3793.598145
	Iteration 16Q: 3 clusters Score -1.364892e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88704 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -13650225.000000 Penalty: 3793.598145
	Iteration 17Q: 3 clusters Score -1.365022e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88458 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -13651400.000000 Penalty: 3793.598145
	Iteration 18Q: 3 clusters Score -1.36514e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87889 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -13652658.000000 Penalty: 3793.598145
	Iteration 19Q: 3 clusters Score -1.365266e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -13653856.000000 Penalty: 3793.598145
	Iteration 20F: 3 clusters Score -1.365386e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -13654762.000000 Penalty: 3793.598145
	Iteration 21Q: 3 clusters Score -1.365476e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85907 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -13655434.000000 Penalty: 3793.598145
	Iteration 22Q: 3 clusters Score -1.365543e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85429 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -13655817.000000 Penalty: 3793.598145
	Iteration 23Q: 3 clusters Score -1.365582e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -13656098.000000 Penalty: 3793.598145
	Iteration 24Q: 3 clusters Score -1.36561e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -13656266.000000 Penalty: 3793.598145
	Iteration 25Q: 3 clusters Score -1.365627e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84222 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -13656372.000000 Penalty: 3793.598145
	Iteration 26Q: 3 clusters Score -1.365637e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83853 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -13656479.000000 Penalty: 3793.598145
	Iteration 27Q: 3 clusters Score -1.365648e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -13656531.000000 Penalty: 3793.598145
	Iteration 28Q: 3 clusters Score -1.365653e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83188 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -13656583.000000 Penalty: 3793.598145
	Iteration 29Q: 3 clusters Score -1.365658e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -13656562.000000 Penalty: 3793.598145
	Iteration 30Q: 3 clusters Score -1.365656e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82662 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -13656598.000000 Penalty: 3793.598145
	Iteration 31Q: 3 clusters Score -1.36566e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -13656639.000000 Penalty: 3793.598145
	Iteration 32Q: 3 clusters Score -1.365664e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82143 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -13656684.000000 Penalty: 3793.598145
	Iteration 33Q: 3 clusters Score -1.365668e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81873 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -13656672.000000 Penalty: 3793.598145
	Iteration 34Q: 3 clusters Score -1.365667e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81638 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -13656646.000000 Penalty: 3793.598145
	Iteration 35Q: 3 clusters Score -1.365665e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -13656641.000000 Penalty: 3793.598145
	Iteration 36Q: 3 clusters Score -1.365664e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81202 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -13656672.000000 Penalty: 3793.598145
	Iteration 37Q: 3 clusters Score -1.365667e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -13656698.000000 Penalty: 3793.598145
	Iteration 38Q: 3 clusters Score -1.36567e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -13656693.000000 Penalty: 3793.598145
	Iteration 39Q: 3 clusters Score -1.365669e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -13656717.000000 Penalty: 3793.598145
	Iteration 40F: 3 clusters Score -1.365672e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -13656759.000000 Penalty: 3793.598145
	Iteration 41Q: 3 clusters Score -1.365676e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -13656765.000000 Penalty: 3793.598145
	Iteration 42Q: 3 clusters Score -1.365676e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80112 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -13656767.000000 Penalty: 3793.598145
	Iteration 43Q: 3 clusters Score -1.365677e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -13656766.000000 Penalty: 3793.598145
	Iteration 44Q: 3 clusters Score -1.365677e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -13656791.000000 Penalty: 3793.598145
	Iteration 45Q: 3 clusters Score -1.365679e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -13656805.000000 Penalty: 3793.598145
	Iteration 46Q: 3 clusters Score -1.36568e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -13656823.000000 Penalty: 3793.598145
	Iteration 47Q: 3 clusters Score -1.365682e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -13656837.000000 Penalty: 3793.598145
	Iteration 48Q: 3 clusters Score -1.365684e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -13656841.000000 Penalty: 3793.598145
	Iteration 49Q: 3 clusters Score -1.365684e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -13656821.000000 Penalty: 3793.598145
	Iteration 50Q: 3 clusters Score -1.365682e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -13656828.000000 Penalty: 3793.598145
	Iteration 51Q: 3 clusters Score -1.365683e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79290 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -13656817.000000 Penalty: 3793.598145
	Iteration 52Q: 3 clusters Score -1.365682e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -13656821.000000 Penalty: 3793.598145
	Iteration 53Q: 3 clusters Score -1.365682e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79186 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -13656818.000000 Penalty: 3793.598145
	Iteration 54Q: 3 clusters Score -1.365682e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -13656834.000000 Penalty: 3793.598145
	Iteration 55Q: 3 clusters Score -1.365683e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -13656825.000000 Penalty: 3793.598145
	Iteration 56Q: 3 clusters Score -1.365682e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -13656814.000000 Penalty: 3793.598145
	Iteration 57Q: 3 clusters Score -1.365681e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -13656826.000000 Penalty: 3793.598145
	Iteration 58Q: 3 clusters Score -1.365683e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -13656820.000000 Penalty: 3793.598145
	Iteration 59Q: 3 clusters Score -1.365682e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -13656806.000000 Penalty: 3793.598145
	Iteration 60F: 3 clusters Score -1.365681e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78845 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -13656798.000000 Penalty: 3793.598145
	Iteration 61Q: 3 clusters Score -1.36568e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78773 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -13656794.000000 Penalty: 3793.598145
	Iteration 62Q: 3 clusters Score -1.365679e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78717 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -13656784.000000 Penalty: 3793.598145
	Iteration 63Q: 3 clusters Score -1.365678e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78669 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -13656770.000000 Penalty: 3793.598145
	Iteration 64Q: 3 clusters Score -1.365677e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -13656759.000000 Penalty: 3793.598145
	Iteration 65Q: 3 clusters Score -1.365676e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -13656745.000000 Penalty: 3793.598145
	Iteration 66Q: 3 clusters Score -1.365674e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78550 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -13656731.000000 Penalty: 3793.598145
	Iteration 67Q: 3 clusters Score -1.365673e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78507 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -13656750.000000 Penalty: 3793.598145
	Iteration 68Q: 3 clusters Score -1.365675e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -13656777.000000 Penalty: 3793.598145
	Iteration 69Q: 3 clusters Score -1.365678e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -13656792.000000 Penalty: 3793.598145
	Iteration 70Q: 3 clusters Score -1.365679e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -13656778.000000 Penalty: 3793.598145
	Iteration 71Q: 3 clusters Score -1.365678e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78336 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -13656788.000000 Penalty: 3793.598145
	Iteration 72Q: 3 clusters Score -1.365679e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -13656801.000000 Penalty: 3793.598145
	Iteration 73Q: 3 clusters Score -1.36568e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78243 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -13656804.000000 Penalty: 3793.598145
	Iteration 74Q: 3 clusters Score -1.36568e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78206 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -13656794.000000 Penalty: 3793.598145
	Iteration 75Q: 3 clusters Score -1.365679e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -13656812.000000 Penalty: 3793.598145
	Iteration 76Q: 3 clusters Score -1.365681e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -13656828.000000 Penalty: 3793.598145
	Iteration 77Q: 3 clusters Score -1.365683e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78111 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -13656811.000000 Penalty: 3793.598145
	Iteration 78Q: 3 clusters Score -1.365681e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -13656802.000000 Penalty: 3793.598145
	Iteration 79Q: 3 clusters Score -1.36568e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -13656816.000000 Penalty: 3793.598145
	Iteration 80F: 3 clusters Score -1.365682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78058 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -13656826.000000 Penalty: 3793.598145
	Iteration 81Q: 3 clusters Score -1.365683e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78038 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -13656829.000000 Penalty: 3793.598145
	Iteration 82Q: 3 clusters Score -1.365683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78023 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -13656828.000000 Penalty: 3793.598145
	Iteration 83Q: 3 clusters Score -1.365683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -13656814.000000 Penalty: 3793.598145
	Iteration 84Q: 3 clusters Score -1.365681e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -13656807.000000 Penalty: 3793.598145
	Iteration 85Q: 3 clusters Score -1.365681e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77929 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -13656818.000000 Penalty: 3793.598145
	Iteration 86Q: 3 clusters Score -1.365682e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77900 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -13656799.000000 Penalty: 3793.598145
	Iteration 87Q: 3 clusters Score -1.36568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -13656805.000000 Penalty: 3793.598145
	Iteration 88Q: 3 clusters Score -1.36568e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -13656805.000000 Penalty: 3793.598145
	Iteration 89Q: 3 clusters Score -1.36568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -13656814.000000 Penalty: 3793.598145
	Iteration 90Q: 3 clusters Score -1.365681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -13656818.000000 Penalty: 3793.598145
	Iteration 91Q: 3 clusters Score -1.365682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77814 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -13656824.000000 Penalty: 3793.598145
	Iteration 92Q: 3 clusters Score -1.365682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -13656824.000000 Penalty: 3793.598145
	Iteration 93Q: 3 clusters Score -1.365682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -13656818.000000 Penalty: 3793.598145
	Iteration 94Q: 3 clusters Score -1.365682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77770 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -13656813.000000 Penalty: 3793.598145
	Iteration 95Q: 3 clusters Score -1.365681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77764 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -13656803.000000 Penalty: 3793.598145
	Iteration 96Q: 3 clusters Score -1.36568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77752 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -13656820.000000 Penalty: 3793.598145
	Iteration 97Q: 3 clusters Score -1.365682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -13656826.000000 Penalty: 3793.598145
	Iteration 98Q: 3 clusters Score -1.365683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -13656843.000000 Penalty: 3793.598145
	Iteration 99Q: 3 clusters Score -1.365684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -13656822.000000 Penalty: 3793.598145
	Iteration 100F: 3 clusters Score -1.365682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77682 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -13656824.000000 Penalty: 3793.598145
	Iteration 101Q: 3 clusters Score -1.365682e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -13656833.000000 Penalty: 3793.598145
	Iteration 102Q: 3 clusters Score -1.365683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77651 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -13656822.000000 Penalty: 3793.598145
	Iteration 103Q: 3 clusters Score -1.365682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -13656818.000000 Penalty: 3793.598145
	Iteration 104Q: 3 clusters Score -1.365682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -13656823.000000 Penalty: 3793.598145
	Iteration 105Q: 3 clusters Score -1.365682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -13656814.000000 Penalty: 3793.598145
	Iteration 106Q: 3 clusters Score -1.365681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -13656813.000000 Penalty: 3793.598145
	Iteration 107Q: 3 clusters Score -1.365681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -13656815.000000 Penalty: 3793.598145
	Iteration 108Q: 3 clusters Score -1.365682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -13656806.000000 Penalty: 3793.598145
	Iteration 109Q: 3 clusters Score -1.365681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -13656809.000000 Penalty: 3793.598145
	Iteration 110Q: 3 clusters Score -1.365681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -13656811.000000 Penalty: 3793.598145
	Iteration 111Q: 3 clusters Score -1.365681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -13656813.000000 Penalty: 3793.598145
	Iteration 112Q: 3 clusters Score -1.365681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -13656813.000000 Penalty: 3793.598145
	Iteration 113F: 3 clusters Score -1.365681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 160139 members 
Mstep: Class 5 contains 101140 members 
Mstep: Class 6 contains 98473 members 
Mstep: Class 7 contains 89171 members 
Mstep: Class 8 contains 125874 members 
Mstep: Class 9 contains 15544 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38623 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7171 members 
Mstep: Class 20 contains 77630 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 7566 members 
Mstep: Class 23 contains 32495 members 
Mstep: Class 24 contains 39684 members 
Entering Unmasked Estep 
Score: -102093184.000000 Penalty: 53515.957031
Splitting cluster 20 changes total score from -102091560.000000 to -102093184.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 21 (47204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Entering Unmasked Estep 
Score: -5414287.500000 Penalty: 1748.863037
	Iteration 0F: 2 clusters Score -5414288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -5382825.000000 Penalty: 3497.726074
	Iteration 0F: 3 clusters Score -5382825 nChanged 22116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -5395270.000000 Penalty: 3497.726074
	Iteration 1F: 3 clusters Score -5395270 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -5395981.000000 Penalty: 3497.726074
	Iteration 2Q: 3 clusters Score -5395981 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -5396880.000000 Penalty: 3497.726074
	Iteration 3Q: 3 clusters Score -5396880 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -5398187.000000 Penalty: 3497.726074
	Iteration 4F: 3 clusters Score -5398187 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -5400213.500000 Penalty: 3497.726074
	Iteration 5F: 3 clusters Score -5400214 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -5403111.000000 Penalty: 3497.726074
	Iteration 6F: 3 clusters Score -5403111 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -5406757.500000 Penalty: 3497.726074
	Iteration 7F: 3 clusters Score -5406758 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -5409868.500000 Penalty: 3497.726074
	Iteration 8F: 3 clusters Score -5409868 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -5411661.500000 Penalty: 3497.726074
	Iteration 9Q: 3 clusters Score -5411662 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -5412401.000000 Penalty: 3497.726074
	Iteration 10Q: 3 clusters Score -5412401 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -5412625.000000 Penalty: 3497.726074
	Iteration 11Q: 3 clusters Score -5412625 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -5412695.500000 Penalty: 3497.726074
	Iteration 12Q: 3 clusters Score -5412696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -5412734.500000 Penalty: 3497.726074
	Iteration 13Q: 3 clusters Score -5412734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -5412748.500000 Penalty: 3497.726074
	Iteration 14Q: 3 clusters Score -5412748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -5412760.000000 Penalty: 3497.726074
	Iteration 15Q: 3 clusters Score -5412760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -5412768.000000 Penalty: 3497.726074
	Iteration 16Q: 3 clusters Score -5412768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -5412765.500000 Penalty: 3497.726074
	Iteration 17Q: 3 clusters Score -5412766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -5412775.000000 Penalty: 3497.726074
	Iteration 18Q: 3 clusters Score -5412775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -5412781.000000 Penalty: 3497.726074
	Iteration 19Q: 3 clusters Score -5412781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -5412781.000000 Penalty: 3497.726074
	Iteration 20F: 3 clusters Score -5412781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Entering Unmasked Estep 
Score: -881446.250000 Penalty: 1451.355591
	Iteration 0F: 2 clusters Score -881446.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -875824.812500 Penalty: 2902.711182
	Iteration 0F: 3 clusters Score -875824.8 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -877641.812500 Penalty: 2902.711182
	Iteration 1F: 3 clusters Score -877641.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -877912.000000 Penalty: 2902.711182
	Iteration 2F: 3 clusters Score -877912 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -878192.625000 Penalty: 2902.711182
	Iteration 3F: 3 clusters Score -878192.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -878473.562500 Penalty: 2902.711182
	Iteration 4F: 3 clusters Score -878473.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -878780.000000 Penalty: 2902.711182
	Iteration 5F: 3 clusters Score -878780 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -879091.875000 Penalty: 2902.711182
	Iteration 6F: 3 clusters Score -879091.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -879420.687500 Penalty: 2902.711182
	Iteration 7F: 3 clusters Score -879420.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -879745.000000 Penalty: 2902.711182
	Iteration 8F: 3 clusters Score -879745 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -880035.812500 Penalty: 2902.711182
	Iteration 9Q: 3 clusters Score -880035.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -880241.312500 Penalty: 2902.711182
	Iteration 10Q: 3 clusters Score -880241.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -880340.375000 Penalty: 2902.711182
	Iteration 11Q: 3 clusters Score -880340.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -880385.687500 Penalty: 2902.711182
	Iteration 12Q: 3 clusters Score -880385.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -880407.750000 Penalty: 2902.711182
	Iteration 13Q: 3 clusters Score -880407.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -880419.062500 Penalty: 2902.711182
	Iteration 14Q: 3 clusters Score -880419.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -880426.562500 Penalty: 2902.711182
	Iteration 15Q: 3 clusters Score -880426.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -880435.875000 Penalty: 2902.711182
	Iteration 16Q: 3 clusters Score -880435.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -880440.625000 Penalty: 2902.711182
	Iteration 17Q: 3 clusters Score -880440.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -880444.812500 Penalty: 2902.711182
	Iteration 18Q: 3 clusters Score -880444.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -880450.062500 Penalty: 2902.711182
	Iteration 19Q: 3 clusters Score -880450.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -880449.187500 Penalty: 2902.711182
	Iteration 20F: 3 clusters Score -880449.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -880450.312500 Penalty: 2902.711182
	Iteration 21Q: 3 clusters Score -880450.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -880451.125000 Penalty: 2902.711182
	Iteration 22Q: 3 clusters Score -880451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -880451.000000 Penalty: 2902.711182
	Iteration 23Q: 3 clusters Score -880451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -880453.687500 Penalty: 2902.711182
	Iteration 24Q: 3 clusters Score -880453.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -880453.875000 Penalty: 2902.711182
	Iteration 25Q: 3 clusters Score -880453.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -880452.250000 Penalty: 2902.711182
	Iteration 26Q: 3 clusters Score -880452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -880452.562500 Penalty: 2902.711182
	Iteration 27Q: 3 clusters Score -880452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -880452.562500 Penalty: 2902.711182
	Iteration 28F: 3 clusters Score -880452.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Entering Unmasked Estep 
Score: -3768973.000000 Penalty: 1688.186768
	Iteration 0F: 2 clusters Score -3768973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3746952.750000 Penalty: 3376.373535
	Iteration 0F: 3 clusters Score -3746953 nChanged 15066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3755420.500000 Penalty: 3376.373535
	Iteration 1F: 3 clusters Score -3755420 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3755833.250000 Penalty: 3376.373535
	Iteration 2Q: 3 clusters Score -3755833 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3756419.000000 Penalty: 3376.373535
	Iteration 3Q: 3 clusters Score -3756419 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -3757434.750000 Penalty: 3376.373535
	Iteration 4F: 3 clusters Score -3757435 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3759085.250000 Penalty: 3376.373535
	Iteration 5F: 3 clusters Score -3759085 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3761633.000000 Penalty: 3376.373535
	Iteration 6F: 3 clusters Score -3761633 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3764387.500000 Penalty: 3376.373535
	Iteration 7F: 3 clusters Score -3764388 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3766281.000000 Penalty: 3376.373535
	Iteration 8F: 3 clusters Score -3766281 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3767079.750000 Penalty: 3376.373535
	Iteration 9Q: 3 clusters Score -3767080 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3767316.250000 Penalty: 3376.373535
	Iteration 10Q: 3 clusters Score -3767316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -3767396.000000 Penalty: 3376.373535
	Iteration 11Q: 3 clusters Score -3767396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -3767421.500000 Penalty: 3376.373535
	Iteration 12Q: 3 clusters Score -3767422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -3767443.500000 Penalty: 3376.373535
	Iteration 13Q: 3 clusters Score -3767444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -3767449.750000 Penalty: 3376.373535
	Iteration 14Q: 3 clusters Score -3767450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -3767449.750000 Penalty: 3376.373535
	Iteration 15F: 3 clusters Score -3767450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 160139 members 
Mstep: Class 5 contains 101140 members 
Mstep: Class 6 contains 98473 members 
Mstep: Class 7 contains 89171 members 
Mstep: Class 8 contains 125874 members 
Mstep: Class 9 contains 15544 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38623 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7171 members 
Mstep: Class 20 contains 77630 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 7566 members 
Mstep: Class 23 contains 32495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094024.000000 Penalty: 53515.957031
Iteration 239Q: 25 clusters Score -1.02094e+08 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 160136 members 
Mstep: Class 5 contains 101233 members 
Mstep: Class 6 contains 98035 members 
Mstep: Class 7 contains 89321 members 
Mstep: Class 8 contains 125874 members 
Mstep: Class 9 contains 15584 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38623 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 77992 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 7556 members 
Mstep: Class 23 contains 32495 members 
Mstep: Class 24 contains 39486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094240.000000 Penalty: 53515.957031
Iteration 240F: 25 clusters Score -1.020942e+08 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160136 members 
Mstep: Class 5 contains 101141 members 
Mstep: Class 6 contains 97555 members 
Mstep: Class 7 contains 88952 members 
Mstep: Class 8 contains 125878 members 
Mstep: Class 9 contains 15465 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 38623 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22004 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7171 members 
Mstep: Class 20 contains 78474 members 
Mstep: Class 21 contains 47207 members 
Mstep: Class 22 contains 7544 members 
Mstep: Class 23 contains 32408 members 
Mstep: Class 24 contains 40159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094168.000000 Penalty: 53515.957031
Iteration 241Q: 25 clusters Score -1.020942e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160132 members 
Mstep: Class 5 contains 101107 members 
Mstep: Class 6 contains 96953 members 
Mstep: Class 7 contains 88648 members 
Mstep: Class 8 contains 125878 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 38623 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7172 members 
Mstep: Class 20 contains 79132 members 
Mstep: Class 21 contains 47206 members 
Mstep: Class 22 contains 7523 members 
Mstep: Class 23 contains 32276 members 
Mstep: Class 24 contains 40653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094192.000000 Penalty: 53515.957031
Iteration 242Q: 25 clusters Score -1.020942e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160129 members 
Mstep: Class 5 contains 101079 members 
Mstep: Class 6 contains 96292 members 
Mstep: Class 7 contains 88364 members 
Mstep: Class 8 contains 125879 members 
Mstep: Class 9 contains 15375 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 38623 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7170 members 
Mstep: Class 20 contains 79875 members 
Mstep: Class 21 contains 47206 members 
Mstep: Class 22 contains 7494 members 
Mstep: Class 23 contains 32125 members 
Mstep: Class 24 contains 41107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094224.000000 Penalty: 53515.957031
Iteration 243Q: 25 clusters Score -1.020942e+08 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160127 members 
Mstep: Class 5 contains 101065 members 
Mstep: Class 6 contains 95602 members 
Mstep: Class 7 contains 88126 members 
Mstep: Class 8 contains 125878 members 
Mstep: Class 9 contains 15353 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 38623 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 80650 members 
Mstep: Class 21 contains 47206 members 
Mstep: Class 22 contains 7453 members 
Mstep: Class 23 contains 31911 members 
Mstep: Class 24 contains 41550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094368.000000 Penalty: 53515.957031
Iteration 244Q: 25 clusters Score -1.020944e+08 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160125 members 
Mstep: Class 5 contains 101046 members 
Mstep: Class 6 contains 94916 members 
Mstep: Class 7 contains 87920 members 
Mstep: Class 8 contains 125878 members 
Mstep: Class 9 contains 15327 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 38623 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 22004 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7178 members 
Mstep: Class 20 contains 81395 members 
Mstep: Class 21 contains 47205 members 
Mstep: Class 22 contains 7413 members 
Mstep: Class 23 contains 31672 members 
Mstep: Class 24 contains 42018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094296.000000 Penalty: 53515.957031
Iteration 245Q: 25 clusters Score -1.020943e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160122 members 
Mstep: Class 5 contains 101012 members 
Mstep: Class 6 contains 94186 members 
Mstep: Class 7 contains 87654 members 
Mstep: Class 8 contains 125880 members 
Mstep: Class 9 contains 15310 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 38623 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 22004 members 
Mstep: Class 17 contains 13422 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7184 members 
Mstep: Class 20 contains 82239 members 
Mstep: Class 21 contains 47206 members 
Mstep: Class 22 contains 7383 members 
Mstep: Class 23 contains 31393 members 
Mstep: Class 24 contains 42522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094400.000000 Penalty: 53515.957031
Iteration 246Q: 25 clusters Score -1.020944e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160120 members 
Mstep: Class 5 contains 100985 members 
Mstep: Class 6 contains 93317 members 
Mstep: Class 7 contains 87401 members 
Mstep: Class 8 contains 125882 members 
Mstep: Class 9 contains 15297 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 38623 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9883 members 
Mstep: Class 16 contains 22004 members 
Mstep: Class 17 contains 13423 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7188 members 
Mstep: Class 20 contains 83094 members 
Mstep: Class 21 contains 47207 members 
Mstep: Class 22 contains 7352 members 
Mstep: Class 23 contains 31109 members 
Mstep: Class 24 contains 43138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094568.000000 Penalty: 53515.957031
Iteration 247Q: 25 clusters Score -1.020946e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160116 members 
Mstep: Class 5 contains 100975 members 
Mstep: Class 6 contains 92435 members 
Mstep: Class 7 contains 87111 members 
Mstep: Class 8 contains 125887 members 
Mstep: Class 9 contains 15292 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 38623 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9886 members 
Mstep: Class 16 contains 22004 members 
Mstep: Class 17 contains 13420 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7189 members 
Mstep: Class 20 contains 84002 members 
Mstep: Class 21 contains 47211 members 
Mstep: Class 22 contains 7326 members 
Mstep: Class 23 contains 30824 members 
Mstep: Class 24 contains 43722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094976.000000 Penalty: 53515.957031
Iteration 248Q: 25 clusters Score -1.02095e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160120 members 
Mstep: Class 5 contains 100967 members 
Mstep: Class 6 contains 91531 members 
Mstep: Class 7 contains 86834 members 
Mstep: Class 8 contains 125888 members 
Mstep: Class 9 contains 15282 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 38622 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9884 members 
Mstep: Class 16 contains 22004 members 
Mstep: Class 17 contains 13417 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7184 members 
Mstep: Class 20 contains 84933 members 
Mstep: Class 21 contains 47211 members 
Mstep: Class 22 contains 7300 members 
Mstep: Class 23 contains 30537 members 
Mstep: Class 24 contains 44309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094912.000000 Penalty: 53515.957031
Iteration 249Q: 25 clusters Score -1.020949e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160116 members 
Mstep: Class 5 contains 100956 members 
Mstep: Class 6 contains 90534 members 
Mstep: Class 7 contains 86600 members 
Mstep: Class 8 contains 125887 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 38622 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9884 members 
Mstep: Class 16 contains 22005 members 
Mstep: Class 17 contains 13418 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 85887 members 
Mstep: Class 21 contains 47211 members 
Mstep: Class 22 contains 7283 members 
Mstep: Class 23 contains 30253 members 
Mstep: Class 24 contains 44911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095376.000000 Penalty: 53515.957031
Iteration 250Q: 25 clusters Score -1.020954e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160114 members 
Mstep: Class 5 contains 100945 members 
Mstep: Class 6 contains 89436 members 
Mstep: Class 7 contains 86383 members 
Mstep: Class 8 contains 125887 members 
Mstep: Class 9 contains 15276 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 38622 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9885 members 
Mstep: Class 16 contains 22005 members 
Mstep: Class 17 contains 13418 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7168 members 
Mstep: Class 20 contains 86854 members 
Mstep: Class 21 contains 47211 members 
Mstep: Class 22 contains 7273 members 
Mstep: Class 23 contains 29954 members 
Mstep: Class 24 contains 45591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095912.000000 Penalty: 53515.957031
Iteration 251Q: 25 clusters Score -1.020959e+08 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160114 members 
Mstep: Class 5 contains 100951 members 
Mstep: Class 6 contains 88249 members 
Mstep: Class 7 contains 86183 members 
Mstep: Class 8 contains 125885 members 
Mstep: Class 9 contains 15283 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 38622 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9886 members 
Mstep: Class 16 contains 22005 members 
Mstep: Class 17 contains 13418 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7169 members 
Mstep: Class 20 contains 87766 members 
Mstep: Class 21 contains 47211 members 
Mstep: Class 22 contains 7267 members 
Mstep: Class 23 contains 29661 members 
Mstep: Class 24 contains 46352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096128.000000 Penalty: 53515.957031
Iteration 252Q: 25 clusters Score -1.020961e+08 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160114 members 
Mstep: Class 5 contains 100947 members 
Mstep: Class 6 contains 86957 members 
Mstep: Class 7 contains 86000 members 
Mstep: Class 8 contains 125882 members 
Mstep: Class 9 contains 15285 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 38622 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 22005 members 
Mstep: Class 17 contains 13418 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7169 members 
Mstep: Class 20 contains 88763 members 
Mstep: Class 21 contains 47212 members 
Mstep: Class 22 contains 7259 members 
Mstep: Class 23 contains 29376 members 
Mstep: Class 24 contains 47126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096264.000000 Penalty: 53515.957031
Iteration 253Q: 25 clusters Score -1.020963e+08 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160118 members 
Mstep: Class 5 contains 100941 members 
Mstep: Class 6 contains 85641 members 
Mstep: Class 7 contains 85850 members 
Mstep: Class 8 contains 125884 members 
Mstep: Class 9 contains 15299 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38622 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 22004 members 
Mstep: Class 17 contains 13417 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7160 members 
Mstep: Class 20 contains 89664 members 
Mstep: Class 21 contains 47210 members 
Mstep: Class 22 contains 7256 members 
Mstep: Class 23 contains 29142 members 
Mstep: Class 24 contains 47929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096160.000000 Penalty: 53515.957031
Iteration 254Q: 25 clusters Score -1.020962e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160121 members 
Mstep: Class 5 contains 100935 members 
Mstep: Class 6 contains 84407 members 
Mstep: Class 7 contains 85670 members 
Mstep: Class 8 contains 125884 members 
Mstep: Class 9 contains 15307 members 
Mstep: Class 10 contains 530 members 
Mstep: Class 11 contains 38622 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 13415 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 20 contains 90452 members 
Mstep: Class 21 contains 47210 members 
Mstep: Class 22 contains 7256 members 
Mstep: Class 23 contains 28898 members 
Mstep: Class 24 contains 48803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096504.000000 Penalty: 53515.957031
Iteration 255Q: 25 clusters Score -1.020965e+08 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160115 members 
Mstep: Class 5 contains 100926 members 
Mstep: Class 6 contains 83138 members 
Mstep: Class 7 contains 85472 members 
Mstep: Class 8 contains 125889 members 
Mstep: Class 9 contains 15309 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 38622 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 13415 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7151 members 
Mstep: Class 20 contains 91192 members 
Mstep: Class 21 contains 47210 members 
Mstep: Class 22 contains 7254 members 
Mstep: Class 23 contains 28710 members 
Mstep: Class 24 contains 49735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096672.000000 Penalty: 53515.957031
Iteration 256Q: 25 clusters Score -1.020967e+08 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160110 members 
Mstep: Class 5 contains 100915 members 
Mstep: Class 6 contains 81906 members 
Mstep: Class 7 contains 85235 members 
Mstep: Class 8 contains 125894 members 
Mstep: Class 9 contains 15284 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 38622 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 22004 members 
Mstep: Class 17 contains 13414 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7145 members 
Mstep: Class 20 contains 91886 members 
Mstep: Class 21 contains 47210 members 
Mstep: Class 22 contains 7250 members 
Mstep: Class 23 contains 28555 members 
Mstep: Class 24 contains 50714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096928.000000 Penalty: 53515.957031
Iteration 257Q: 25 clusters Score -1.020969e+08 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160110 members 
Mstep: Class 5 contains 100927 members 
Mstep: Class 6 contains 80710 members 
Mstep: Class 7 contains 85019 members 
Mstep: Class 8 contains 125896 members 
Mstep: Class 9 contains 15282 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38622 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9886 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 13413 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 92467 members 
Mstep: Class 21 contains 47212 members 
Mstep: Class 22 contains 7240 members 
Mstep: Class 23 contains 28423 members 
Mstep: Class 24 contains 51689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096720.000000 Penalty: 53515.957031
Iteration 258Q: 25 clusters Score -1.020967e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160113 members 
Mstep: Class 5 contains 100935 members 
Mstep: Class 6 contains 79518 members 
Mstep: Class 7 contains 84736 members 
Mstep: Class 8 contains 125897 members 
Mstep: Class 9 contains 15287 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38621 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9885 members 
Mstep: Class 16 contains 22001 members 
Mstep: Class 17 contains 13413 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7126 members 
Mstep: Class 20 contains 93058 members 
Mstep: Class 21 contains 47212 members 
Mstep: Class 22 contains 7232 members 
Mstep: Class 23 contains 28296 members 
Mstep: Class 24 contains 52705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096784.000000 Penalty: 53515.957031
Iteration 259Q: 25 clusters Score -1.020968e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160112 members 
Mstep: Class 5 contains 100942 members 
Mstep: Class 6 contains 78351 members 
Mstep: Class 7 contains 84436 members 
Mstep: Class 8 contains 125905 members 
Mstep: Class 9 contains 15291 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38620 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9885 members 
Mstep: Class 16 contains 21999 members 
Mstep: Class 17 contains 13409 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7120 members 
Mstep: Class 20 contains 93500 members 
Mstep: Class 21 contains 47213 members 
Mstep: Class 22 contains 7223 members 
Mstep: Class 23 contains 28198 members 
Mstep: Class 24 contains 53832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097000.000000 Penalty: 53515.957031
Iteration 260F: 25 clusters Score -1.02097e+08 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160110 members 
Mstep: Class 5 contains 100940 members 
Mstep: Class 6 contains 77251 members 
Mstep: Class 7 contains 84166 members 
Mstep: Class 8 contains 125914 members 
Mstep: Class 9 contains 15283 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38619 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9885 members 
Mstep: Class 16 contains 21997 members 
Mstep: Class 17 contains 13408 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7107 members 
Mstep: Class 20 contains 93813 members 
Mstep: Class 21 contains 47213 members 
Mstep: Class 22 contains 7214 members 
Mstep: Class 23 contains 28104 members 
Mstep: Class 24 contains 55012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097320.000000 Penalty: 53515.957031
Iteration 261Q: 25 clusters Score -1.020973e+08 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160103 members 
Mstep: Class 5 contains 100934 members 
Mstep: Class 6 contains 76193 members 
Mstep: Class 7 contains 83849 members 
Mstep: Class 8 contains 125924 members 
Mstep: Class 9 contains 15276 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38619 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9885 members 
Mstep: Class 16 contains 21996 members 
Mstep: Class 17 contains 13405 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7091 members 
Mstep: Class 20 contains 94149 members 
Mstep: Class 21 contains 47214 members 
Mstep: Class 22 contains 7208 members 
Mstep: Class 23 contains 28010 members 
Mstep: Class 24 contains 56180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097560.000000 Penalty: 53515.957031
Iteration 262Q: 25 clusters Score -1.020976e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10545 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 160094 members 
Mstep: Class 5 contains 100946 members 
Mstep: Class 6 contains 75159 members 
Mstep: Class 7 contains 83491 members 
Mstep: Class 8 contains 125934 members 
Mstep: Class 9 contains 15277 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38619 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9886 members 
Mstep: Class 16 contains 21996 members 
Mstep: Class 17 contains 13404 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 94481 members 
Mstep: Class 21 contains 47215 members 
Mstep: Class 22 contains 7195 members 
Mstep: Class 23 contains 27920 members 
Mstep: Class 24 contains 57344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097336.000000 Penalty: 53515.957031
Iteration 263Q: 25 clusters Score -1.020973e+08 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 160091 members 
Mstep: Class 5 contains 100947 members 
Mstep: Class 6 contains 74158 members 
Mstep: Class 7 contains 83099 members 
Mstep: Class 8 contains 125945 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38619 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9886 members 
Mstep: Class 16 contains 21993 members 
Mstep: Class 17 contains 13400 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7062 members 
Mstep: Class 20 contains 94820 members 
Mstep: Class 21 contains 47214 members 
Mstep: Class 22 contains 7184 members 
Mstep: Class 23 contains 27849 members 
Mstep: Class 24 contains 58507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097376.000000 Penalty: 53515.957031
Iteration 264Q: 25 clusters Score -1.020974e+08 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 160091 members 
Mstep: Class 5 contains 100938 members 
Mstep: Class 6 contains 73232 members 
Mstep: Class 7 contains 82684 members 
Mstep: Class 8 contains 125951 members 
Mstep: Class 9 contains 15259 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38619 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9886 members 
Mstep: Class 16 contains 21992 members 
Mstep: Class 17 contains 13400 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7058 members 
Mstep: Class 20 contains 95151 members 
Mstep: Class 21 contains 47213 members 
Mstep: Class 22 contains 7160 members 
Mstep: Class 23 contains 27745 members 
Mstep: Class 24 contains 59662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097240.000000 Penalty: 53515.957031
Iteration 265Q: 25 clusters Score -1.020972e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160087 members 
Mstep: Class 5 contains 100932 members 
Mstep: Class 6 contains 72298 members 
Mstep: Class 7 contains 82218 members 
Mstep: Class 8 contains 125956 members 
Mstep: Class 9 contains 15236 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38619 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9886 members 
Mstep: Class 16 contains 21989 members 
Mstep: Class 17 contains 13398 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7060 members 
Mstep: Class 20 contains 95425 members 
Mstep: Class 21 contains 47214 members 
Mstep: Class 22 contains 7144 members 
Mstep: Class 23 contains 27677 members 
Mstep: Class 24 contains 60903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097256.000000 Penalty: 53515.957031
Iteration 266Q: 25 clusters Score -1.020973e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160084 members 
Mstep: Class 5 contains 100947 members 
Mstep: Class 6 contains 71360 members 
Mstep: Class 7 contains 81716 members 
Mstep: Class 8 contains 125961 members 
Mstep: Class 9 contains 15243 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38619 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 13393 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7059 members 
Mstep: Class 20 contains 95656 members 
Mstep: Class 21 contains 47215 members 
Mstep: Class 22 contains 7130 members 
Mstep: Class 23 contains 27650 members 
Mstep: Class 24 contains 62136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097152.000000 Penalty: 53515.957031
Iteration 267Q: 25 clusters Score -1.020972e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160085 members 
Mstep: Class 5 contains 100969 members 
Mstep: Class 6 contains 70518 members 
Mstep: Class 7 contains 81169 members 
Mstep: Class 8 contains 125968 members 
Mstep: Class 9 contains 15239 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 21986 members 
Mstep: Class 17 contains 13388 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7067 members 
Mstep: Class 20 contains 95809 members 
Mstep: Class 21 contains 47215 members 
Mstep: Class 22 contains 7116 members 
Mstep: Class 23 contains 27648 members 
Mstep: Class 24 contains 63362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097200.000000 Penalty: 53515.957031
Iteration 268Q: 25 clusters Score -1.020972e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160081 members 
Mstep: Class 5 contains 100988 members 
Mstep: Class 6 contains 69718 members 
Mstep: Class 7 contains 80618 members 
Mstep: Class 8 contains 125977 members 
Mstep: Class 9 contains 15235 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38616 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 21984 members 
Mstep: Class 17 contains 13384 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7068 members 
Mstep: Class 20 contains 95879 members 
Mstep: Class 21 contains 47214 members 
Mstep: Class 22 contains 7102 members 
Mstep: Class 23 contains 27675 members 
Mstep: Class 24 contains 64617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097096.000000 Penalty: 53515.957031
Iteration 269Q: 25 clusters Score -1.020971e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160079 members 
Mstep: Class 5 contains 100989 members 
Mstep: Class 6 contains 69027 members 
Mstep: Class 7 contains 80083 members 
Mstep: Class 8 contains 125981 members 
Mstep: Class 9 contains 15229 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38616 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 21984 members 
Mstep: Class 17 contains 13384 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7071 members 
Mstep: Class 20 contains 95830 members 
Mstep: Class 21 contains 47214 members 
Mstep: Class 22 contains 7086 members 
Mstep: Class 23 contains 27716 members 
Mstep: Class 24 contains 65866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097208.000000 Penalty: 53515.957031
Iteration 270Q: 25 clusters Score -1.020972e+08 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160074 members 
Mstep: Class 5 contains 101006 members 
Mstep: Class 6 contains 68325 members 
Mstep: Class 7 contains 79538 members 
Mstep: Class 8 contains 125987 members 
Mstep: Class 9 contains 15235 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 21984 members 
Mstep: Class 17 contains 13383 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7073 members 
Mstep: Class 20 contains 95808 members 
Mstep: Class 21 contains 47213 members 
Mstep: Class 22 contains 7071 members 
Mstep: Class 23 contains 27774 members 
Mstep: Class 24 contains 67067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097104.000000 Penalty: 53515.957031
Iteration 271Q: 25 clusters Score -1.020971e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160066 members 
Mstep: Class 5 contains 101020 members 
Mstep: Class 6 contains 67604 members 
Mstep: Class 7 contains 79050 members 
Mstep: Class 8 contains 125996 members 
Mstep: Class 9 contains 15252 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13382 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 95819 members 
Mstep: Class 21 contains 47211 members 
Mstep: Class 22 contains 7056 members 
Mstep: Class 23 contains 27825 members 
Mstep: Class 24 contains 68200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097184.000000 Penalty: 53515.957031
Iteration 272Q: 25 clusters Score -1.020972e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160054 members 
Mstep: Class 5 contains 101029 members 
Mstep: Class 6 contains 66938 members 
Mstep: Class 7 contains 78563 members 
Mstep: Class 8 contains 126005 members 
Mstep: Class 9 contains 15246 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 95829 members 
Mstep: Class 21 contains 47211 members 
Mstep: Class 22 contains 7035 members 
Mstep: Class 23 contains 27859 members 
Mstep: Class 24 contains 69329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097040.000000 Penalty: 53515.957031
Iteration 273Q: 25 clusters Score -1.02097e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160048 members 
Mstep: Class 5 contains 101034 members 
Mstep: Class 6 contains 66265 members 
Mstep: Class 7 contains 78150 members 
Mstep: Class 8 contains 126008 members 
Mstep: Class 9 contains 15253 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 95769 members 
Mstep: Class 21 contains 47210 members 
Mstep: Class 22 contains 7024 members 
Mstep: Class 23 contains 27873 members 
Mstep: Class 24 contains 70462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097208.000000 Penalty: 53515.957031
Iteration 274Q: 25 clusters Score -1.020972e+08 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10540 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 160045 members 
Mstep: Class 5 contains 101043 members 
Mstep: Class 6 contains 65634 members 
Mstep: Class 7 contains 77782 members 
Mstep: Class 8 contains 126012 members 
Mstep: Class 9 contains 15253 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13380 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7083 members 
Mstep: Class 20 contains 95575 members 
Mstep: Class 21 contains 47210 members 
Mstep: Class 22 contains 7020 members 
Mstep: Class 23 contains 27858 members 
Mstep: Class 24 contains 71660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097048.000000 Penalty: 53515.957031
Iteration 275Q: 25 clusters Score -1.02097e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160044 members 
Mstep: Class 5 contains 101060 members 
Mstep: Class 6 contains 65017 members 
Mstep: Class 7 contains 77580 members 
Mstep: Class 8 contains 126013 members 
Mstep: Class 9 contains 15255 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13380 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7091 members 
Mstep: Class 20 contains 95185 members 
Mstep: Class 21 contains 47210 members 
Mstep: Class 22 contains 7014 members 
Mstep: Class 23 contains 27827 members 
Mstep: Class 24 contains 72879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097048.000000 Penalty: 53515.957031
Iteration 276Q: 25 clusters Score -1.02097e+08 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160040 members 
Mstep: Class 5 contains 101081 members 
Mstep: Class 6 contains 64371 members 
Mstep: Class 7 contains 77471 members 
Mstep: Class 8 contains 126018 members 
Mstep: Class 9 contains 15259 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13380 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7100 members 
Mstep: Class 20 contains 94657 members 
Mstep: Class 21 contains 47211 members 
Mstep: Class 22 contains 7005 members 
Mstep: Class 23 contains 27795 members 
Mstep: Class 24 contains 74166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097184.000000 Penalty: 53515.957031
Iteration 277Q: 25 clusters Score -1.020972e+08 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160036 members 
Mstep: Class 5 contains 101103 members 
Mstep: Class 6 contains 63698 members 
Mstep: Class 7 contains 77333 members 
Mstep: Class 8 contains 126020 members 
Mstep: Class 9 contains 15262 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13380 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7103 members 
Mstep: Class 20 contains 94065 members 
Mstep: Class 21 contains 47213 members 
Mstep: Class 22 contains 7001 members 
Mstep: Class 23 contains 27773 members 
Mstep: Class 24 contains 75566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097360.000000 Penalty: 53515.957031
Iteration 278Q: 25 clusters Score -1.020974e+08 nChanged 2289
Entering ConstructFrom: 
Score: -102097360.000000 Penalty: 53515.957031
Entering ConstructFrom: 
Trying to split cluster 1 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -99303.554688 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -99303.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -97916.382812 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -97916.38 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -98313.718750 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -98313.72 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -98504.359375 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -98504.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -98620.617188 Penalty: 2237.125244
	Iteration 3F: 3 clusters Score -98620.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -98724.476562 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -98724.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -98803.414062 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -98803.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -98844.625000 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -98844.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -98881.437500 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -98881.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -98905.890625 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -98905.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -98915.343750 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -98915.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -98918.898438 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -98918.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -98918.898438 Penalty: 2237.125244
	Iteration 11F: 3 clusters Score -98918.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1203304.875000 Penalty: 1505.257446
	Iteration 0F: 2 clusters Score -1203305 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 5250 members 
Entering Unmasked Estep 
Score: -1195810.250000 Penalty: 3010.514893
	Iteration 0F: 3 clusters Score -1195810 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1198178.875000 Penalty: 3010.514893
	Iteration 1F: 3 clusters Score -1198179 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1198406.500000 Penalty: 3010.514893
	Iteration 2F: 3 clusters Score -1198406 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1198600.500000 Penalty: 3010.514893
	Iteration 3Q: 3 clusters Score -1198600 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1198794.625000 Penalty: 3010.514893
	Iteration 4Q: 3 clusters Score -1198795 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1199008.875000 Penalty: 3010.514893
	Iteration 5Q: 3 clusters Score -1199009 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1199228.000000 Penalty: 3010.514893
	Iteration 6Q: 3 clusters Score -1199228 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1199521.500000 Penalty: 3010.514893
	Iteration 7Q: 3 clusters Score -1199522 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1199881.000000 Penalty: 3010.514893
	Iteration 8F: 3 clusters Score -1199881 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1200341.750000 Penalty: 3010.514893
	Iteration 9F: 3 clusters Score -1200342 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1200827.750000 Penalty: 3010.514893
	Iteration 10F: 3 clusters Score -1200828 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1201217.750000 Penalty: 3010.514893
	Iteration 11Q: 3 clusters Score -1201218 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1201498.250000 Penalty: 3010.514893
	Iteration 12Q: 3 clusters Score -1201498 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1201688.125000 Penalty: 3010.514893
	Iteration 13Q: 3 clusters Score -1201688 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1201805.250000 Penalty: 3010.514893
	Iteration 14Q: 3 clusters Score -1201805 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1201865.375000 Penalty: 3010.514893
	Iteration 15Q: 3 clusters Score -1201865 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1201909.375000 Penalty: 3010.514893
	Iteration 16Q: 3 clusters Score -1201909 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1201941.500000 Penalty: 3010.514893
	Iteration 17Q: 3 clusters Score -1201942 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1201961.625000 Penalty: 3010.514893
	Iteration 18Q: 3 clusters Score -1201962 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1201977.625000 Penalty: 3010.514893
	Iteration 19Q: 3 clusters Score -1201978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1201988.500000 Penalty: 3010.514893
	Iteration 20F: 3 clusters Score -1201988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1202002.625000 Penalty: 3010.514893
	Iteration 21Q: 3 clusters Score -1202003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1202013.250000 Penalty: 3010.514893
	Iteration 22Q: 3 clusters Score -1202013 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1202026.250000 Penalty: 3010.514893
	Iteration 23Q: 3 clusters Score -1202026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1202039.000000 Penalty: 3010.514893
	Iteration 24Q: 3 clusters Score -1202039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1202046.750000 Penalty: 3010.514893
	Iteration 25Q: 3 clusters Score -1202047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1202055.625000 Penalty: 3010.514893
	Iteration 26Q: 3 clusters Score -1202056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1202059.875000 Penalty: 3010.514893
	Iteration 27Q: 3 clusters Score -1202060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1202069.000000 Penalty: 3010.514893
	Iteration 28Q: 3 clusters Score -1202069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1202074.625000 Penalty: 3010.514893
	Iteration 29Q: 3 clusters Score -1202075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1202078.875000 Penalty: 3010.514893
	Iteration 30Q: 3 clusters Score -1202079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1202082.000000 Penalty: 3010.514893
	Iteration 31Q: 3 clusters Score -1202082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1202092.125000 Penalty: 3010.514893
	Iteration 32Q: 3 clusters Score -1202092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1202097.125000 Penalty: 3010.514893
	Iteration 33Q: 3 clusters Score -1202097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1202106.875000 Penalty: 3010.514893
	Iteration 34Q: 3 clusters Score -1202107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1202112.375000 Penalty: 3010.514893
	Iteration 35Q: 3 clusters Score -1202112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1202118.500000 Penalty: 3010.514893
	Iteration 36Q: 3 clusters Score -1202118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1202122.875000 Penalty: 3010.514893
	Iteration 37Q: 3 clusters Score -1202123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1202125.250000 Penalty: 3010.514893
	Iteration 38Q: 3 clusters Score -1202125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1202129.125000 Penalty: 3010.514893
	Iteration 39Q: 3 clusters Score -1202129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1202127.500000 Penalty: 3010.514893
	Iteration 40F: 3 clusters Score -1202128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1202134.500000 Penalty: 3010.514893
	Iteration 41Q: 3 clusters Score -1202134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1202139.250000 Penalty: 3010.514893
	Iteration 42Q: 3 clusters Score -1202139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1202144.625000 Penalty: 3010.514893
	Iteration 43Q: 3 clusters Score -1202145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1202142.875000 Penalty: 3010.514893
	Iteration 44Q: 3 clusters Score -1202143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1202144.375000 Penalty: 3010.514893
	Iteration 45Q: 3 clusters Score -1202144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1202148.250000 Penalty: 3010.514893
	Iteration 46Q: 3 clusters Score -1202148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1202148.875000 Penalty: 3010.514893
	Iteration 47Q: 3 clusters Score -1202149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1202146.375000 Penalty: 3010.514893
	Iteration 48Q: 3 clusters Score -1202146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1202148.875000 Penalty: 3010.514893
	Iteration 49Q: 3 clusters Score -1202149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1202152.000000 Penalty: 3010.514893
	Iteration 50Q: 3 clusters Score -1202152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1202154.000000 Penalty: 3010.514893
	Iteration 51Q: 3 clusters Score -1202154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1202155.625000 Penalty: 3010.514893
	Iteration 52Q: 3 clusters Score -1202156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1202154.125000 Penalty: 3010.514893
	Iteration 53Q: 3 clusters Score -1202154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1202154.125000 Penalty: 3010.514893
	Iteration 54F: 3 clusters Score -1202154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -478716.406250 Penalty: 1364.154907
	Iteration 0F: 2 clusters Score -478716.4 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 2164 members 
Entering Unmasked Estep 
Score: -475117.406250 Penalty: 2728.309814
	Iteration 0F: 3 clusters Score -475117.4 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -476114.218750 Penalty: 2728.309814
	Iteration 1F: 3 clusters Score -476114.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -476396.718750 Penalty: 2728.309814
	Iteration 2F: 3 clusters Score -476396.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -476730.406250 Penalty: 2728.309814
	Iteration 3F: 3 clusters Score -476730.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -477174.250000 Penalty: 2728.309814
	Iteration 4F: 3 clusters Score -477174.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -477620.031250 Penalty: 2728.309814
	Iteration 5F: 3 clusters Score -477620 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -477893.625000 Penalty: 2728.309814
	Iteration 6F: 3 clusters Score -477893.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -478084.968750 Penalty: 2728.309814
	Iteration 7Q: 3 clusters Score -478085 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -478188.343750 Penalty: 2728.309814
	Iteration 8Q: 3 clusters Score -478188.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -478263.062500 Penalty: 2728.309814
	Iteration 9Q: 3 clusters Score -478263.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -478332.281250 Penalty: 2728.309814
	Iteration 10Q: 3 clusters Score -478332.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -478406.031250 Penalty: 2728.309814
	Iteration 11Q: 3 clusters Score -478406 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -478502.687500 Penalty: 2728.309814
	Iteration 12Q: 3 clusters Score -478502.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -478587.937500 Penalty: 2728.309814
	Iteration 13Q: 3 clusters Score -478587.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -478643.187500 Penalty: 2728.309814
	Iteration 14Q: 3 clusters Score -478643.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -478671.500000 Penalty: 2728.309814
	Iteration 15Q: 3 clusters Score -478671.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -478682.250000 Penalty: 2728.309814
	Iteration 16Q: 3 clusters Score -478682.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -478686.718750 Penalty: 2728.309814
	Iteration 17Q: 3 clusters Score -478686.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -478688.875000 Penalty: 2728.309814
	Iteration 18Q: 3 clusters Score -478688.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -478690.500000 Penalty: 2728.309814
	Iteration 19Q: 3 clusters Score -478690.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -478690.937500 Penalty: 2728.309814
	Iteration 20F: 3 clusters Score -478690.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -478691.562500 Penalty: 2728.309814
	Iteration 21Q: 3 clusters Score -478691.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -478692.156250 Penalty: 2728.309814
	Iteration 22Q: 3 clusters Score -478692.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -478692.156250 Penalty: 2728.309814
	Iteration 23F: 3 clusters Score -478692.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (160037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160037 members 
Entering Unmasked Estep 
Score: -18142498.000000 Penalty: 1947.263550
	Iteration 0F: 2 clusters Score -1.81425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -18037994.000000 Penalty: 3894.527100
	Iteration 0F: 3 clusters Score -1.803799e+07 nChanged 77486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88627 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -18084190.000000 Penalty: 3894.527100
	Iteration 1F: 3 clusters Score -1.808419e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -18086242.000000 Penalty: 3894.527100
	Iteration 2Q: 3 clusters Score -1.808624e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101246 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -18089938.000000 Penalty: 3894.527100
	Iteration 3F: 3 clusters Score -1.808994e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112178 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -18096836.000000 Penalty: 3894.527100
	Iteration 4F: 3 clusters Score -1.809684e+07 nChanged 14083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126179 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -18108116.000000 Penalty: 3894.527100
	Iteration 5F: 3 clusters Score -1.810812e+07 nChanged 14678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140835 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -18122586.000000 Penalty: 3894.527100
	Iteration 6F: 3 clusters Score -1.812259e+07 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152077 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -18134494.000000 Penalty: 3894.527100
	Iteration 7F: 3 clusters Score -1.813449e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157949 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -18139356.000000 Penalty: 3894.527100
	Iteration 8Q: 3 clusters Score -1.813936e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159648 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -18140394.000000 Penalty: 3894.527100
	Iteration 9Q: 3 clusters Score -1.814039e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159924 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18140640.000000 Penalty: 3894.527100
	Iteration 10Q: 3 clusters Score -1.814064e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159957 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18140720.000000 Penalty: 3894.527100
	Iteration 11Q: 3 clusters Score -1.814072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159964 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18140746.000000 Penalty: 3894.527100
	Iteration 12Q: 3 clusters Score -1.814075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159965 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -18140766.000000 Penalty: 3894.527100
	Iteration 13Q: 3 clusters Score -1.814077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159966 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -18140772.000000 Penalty: 3894.527100
	Iteration 14Q: 3 clusters Score -1.814077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159965 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -18140772.000000 Penalty: 3894.527100
	Iteration 15Q: 3 clusters Score -1.814077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159965 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -18140772.000000 Penalty: 3894.527100
	Iteration 16F: 3 clusters Score -1.814077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Entering Unmasked Estep 
Score: -11634151.000000 Penalty: 1872.652222
	Iteration 0F: 2 clusters Score -1.163415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -11568898.000000 Penalty: 3745.304443
	Iteration 0F: 3 clusters Score -1.15689e+07 nChanged 48580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -11596831.000000 Penalty: 3745.304443
	Iteration 1F: 3 clusters Score -1.159683e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -11597724.000000 Penalty: 3745.304443
	Iteration 2Q: 3 clusters Score -1.159772e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -11599161.000000 Penalty: 3745.304443
	Iteration 3Q: 3 clusters Score -1.159916e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -11601679.000000 Penalty: 3745.304443
	Iteration 4F: 3 clusters Score -1.160168e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -11605872.000000 Penalty: 3745.304443
	Iteration 5F: 3 clusters Score -1.160587e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -11612591.000000 Penalty: 3745.304443
	Iteration 6F: 3 clusters Score -1.161259e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -11620176.000000 Penalty: 3745.304443
	Iteration 7F: 3 clusters Score -1.162018e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91983 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -11626352.000000 Penalty: 3745.304443
	Iteration 8F: 3 clusters Score -1.162635e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96490 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -11630304.000000 Penalty: 3745.304443
	Iteration 9Q: 3 clusters Score -1.16303e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98664 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -11632126.000000 Penalty: 3745.304443
	Iteration 10Q: 3 clusters Score -1.163213e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99496 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -11632790.000000 Penalty: 3745.304443
	Iteration 11Q: 3 clusters Score -1.163279e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99841 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -11633411.000000 Penalty: 3745.304443
	Iteration 12Q: 3 clusters Score -1.163341e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99912 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -11633932.000000 Penalty: 3745.304443
	Iteration 13Q: 3 clusters Score -1.163393e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -11634035.000000 Penalty: 3745.304443
	Iteration 14Q: 3 clusters Score -1.163404e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99868 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -11634069.000000 Penalty: 3745.304443
	Iteration 15Q: 3 clusters Score -1.163407e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99855 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11634087.000000 Penalty: 3745.304443
	Iteration 16Q: 3 clusters Score -1.163409e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -11634090.000000 Penalty: 3745.304443
	Iteration 17Q: 3 clusters Score -1.163409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99836 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -11634094.000000 Penalty: 3745.304443
	Iteration 18Q: 3 clusters Score -1.163409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99823 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -11634105.000000 Penalty: 3745.304443
	Iteration 19Q: 3 clusters Score -1.16341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99815 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -11634111.000000 Penalty: 3745.304443
	Iteration 20F: 3 clusters Score -1.163411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -11634115.000000 Penalty: 3745.304443
	Iteration 21Q: 3 clusters Score -1.163412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -11634125.000000 Penalty: 3745.304443
	Iteration 22Q: 3 clusters Score -1.163412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99812 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11634126.000000 Penalty: 3745.304443
	Iteration 23Q: 3 clusters Score -1.163413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99812 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11634125.000000 Penalty: 3745.304443
	Iteration 24Q: 3 clusters Score -1.163412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -11634118.000000 Penalty: 3745.304443
	Iteration 25Q: 3 clusters Score -1.163412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -11634118.000000 Penalty: 3745.304443
	Iteration 26F: 3 clusters Score -1.163412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Entering Unmasked Estep 
Score: -7334375.500000 Penalty: 1795.725708
	Iteration 0F: 2 clusters Score -7334376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -7292456.500000 Penalty: 3591.451416
	Iteration 0F: 3 clusters Score -7292456 nChanged 29825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -7309269.500000 Penalty: 3591.451416
	Iteration 1F: 3 clusters Score -7309270 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -7309910.500000 Penalty: 3591.451416
	Iteration 2Q: 3 clusters Score -7309910 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -7310593.000000 Penalty: 3591.451416
	Iteration 3Q: 3 clusters Score -7310593 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -7311246.500000 Penalty: 3591.451416
	Iteration 4Q: 3 clusters Score -7311246 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -7311887.500000 Penalty: 3591.451416
	Iteration 5Q: 3 clusters Score -7311888 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -7312667.000000 Penalty: 3591.451416
	Iteration 6Q: 3 clusters Score -7312667 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -7313770.000000 Penalty: 3591.451416
	Iteration 7Q: 3 clusters Score -7313770 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -7315241.000000 Penalty: 3591.451416
	Iteration 8Q: 3 clusters Score -7315241 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -7317513.500000 Penalty: 3591.451416
	Iteration 9F: 3 clusters Score -7317514 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -7320706.500000 Penalty: 3591.451416
	Iteration 10F: 3 clusters Score -7320706 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -7324570.500000 Penalty: 3591.451416
	Iteration 11F: 3 clusters Score -7324570 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -7328229.500000 Penalty: 3591.451416
	Iteration 12F: 3 clusters Score -7328230 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -7330975.000000 Penalty: 3591.451416
	Iteration 13Q: 3 clusters Score -7330975 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -7332255.000000 Penalty: 3591.451416
	Iteration 14Q: 3 clusters Score -7332255 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 62622 members 
Entering Unmasked Estep 
Score: -7332634.000000 Penalty: 3591.451416
	Iteration 15Q: 3 clusters Score -7332634 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -7332746.000000 Penalty: 3591.451416
	Iteration 16Q: 3 clusters Score -7332746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -7332798.500000 Penalty: 3591.451416
	Iteration 17Q: 3 clusters Score -7332798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -7332824.500000 Penalty: 3591.451416
	Iteration 18Q: 3 clusters Score -7332824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -7332838.500000 Penalty: 3591.451416
	Iteration 19Q: 3 clusters Score -7332838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 62777 members 
Entering Unmasked Estep 
Score: -7332856.500000 Penalty: 3591.451416
	Iteration 20F: 3 clusters Score -7332856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -7332873.000000 Penalty: 3591.451416
	Iteration 21Q: 3 clusters Score -7332873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -7332875.000000 Penalty: 3591.451416
	Iteration 22Q: 3 clusters Score -7332875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -7332871.000000 Penalty: 3591.451416
	Iteration 23Q: 3 clusters Score -7332871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -7332876.000000 Penalty: 3591.451416
	Iteration 24Q: 3 clusters Score -7332876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -7332876.000000 Penalty: 3591.451416
	Iteration 25F: 3 clusters Score -7332876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (77142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77142 members 
Entering Unmasked Estep 
Score: -8968054.000000 Penalty: 1828.677979
	Iteration 0F: 2 clusters Score -8968054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -8916630.000000 Penalty: 3657.355957
	Iteration 0F: 3 clusters Score -8916630 nChanged 36646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -8937350.000000 Penalty: 3657.355957
	Iteration 1F: 3 clusters Score -8937350 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -8937896.000000 Penalty: 3657.355957
	Iteration 2Q: 3 clusters Score -8937896 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -8938444.000000 Penalty: 3657.355957
	Iteration 3Q: 3 clusters Score -8938444 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -8939368.000000 Penalty: 3657.355957
	Iteration 4Q: 3 clusters Score -8939368 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -8940875.000000 Penalty: 3657.355957
	Iteration 5Q: 3 clusters Score -8940875 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -8943604.000000 Penalty: 3657.355957
	Iteration 6F: 3 clusters Score -8943604 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -8948396.000000 Penalty: 3657.355957
	Iteration 7F: 3 clusters Score -8948396 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -8954498.000000 Penalty: 3657.355957
	Iteration 8F: 3 clusters Score -8954498 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -8960694.000000 Penalty: 3657.355957
	Iteration 9F: 3 clusters Score -8960694 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 74805 members 
Entering Unmasked Estep 
Score: -8964276.000000 Penalty: 3657.355957
	Iteration 10Q: 3 clusters Score -8964276 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 76376 members 
Entering Unmasked Estep 
Score: -8965741.000000 Penalty: 3657.355957
	Iteration 11Q: 3 clusters Score -8965741 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -8966208.000000 Penalty: 3657.355957
	Iteration 12Q: 3 clusters Score -8966208 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 76947 members 
Entering Unmasked Estep 
Score: -8966336.000000 Penalty: 3657.355957
	Iteration 13Q: 3 clusters Score -8966336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -8966389.000000 Penalty: 3657.355957
	Iteration 14Q: 3 clusters Score -8966389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -8966409.000000 Penalty: 3657.355957
	Iteration 15Q: 3 clusters Score -8966409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 76994 members 
Entering Unmasked Estep 
Score: -8966426.000000 Penalty: 3657.355957
	Iteration 16Q: 3 clusters Score -8966426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 76999 members 
Entering Unmasked Estep 
Score: -8966440.000000 Penalty: 3657.355957
	Iteration 17Q: 3 clusters Score -8966440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 77003 members 
Entering Unmasked Estep 
Score: -8966452.000000 Penalty: 3657.355957
	Iteration 18Q: 3 clusters Score -8966452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 77002 members 
Entering Unmasked Estep 
Score: -8966451.000000 Penalty: 3657.355957
	Iteration 19Q: 3 clusters Score -8966451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 77001 members 
Entering Unmasked Estep 
Score: -8966454.000000 Penalty: 3657.355957
	Iteration 20F: 3 clusters Score -8966454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 77000 members 
Entering Unmasked Estep 
Score: -8966451.000000 Penalty: 3657.355957
	Iteration 21Q: 3 clusters Score -8966451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 76999 members 
Entering Unmasked Estep 
Score: -8966458.000000 Penalty: 3657.355957
	Iteration 22Q: 3 clusters Score -8966458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 76999 members 
Entering Unmasked Estep 
Score: -8966458.000000 Penalty: 3657.355957
	Iteration 23F: 3 clusters Score -8966458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126018 members 
Entering Unmasked Estep 
Score: -14247051.000000 Penalty: 1908.429199
	Iteration 0F: 2 clusters Score -1.424705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -14162889.000000 Penalty: 3816.858398
	Iteration 0F: 3 clusters Score -1.416289e+07 nChanged 60809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -14199504.000000 Penalty: 3816.858398
	Iteration 1F: 3 clusters Score -1.41995e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
Score: -14201081.000000 Penalty: 3816.858398
	Iteration 2Q: 3 clusters Score -1.420108e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -14203061.000000 Penalty: 3816.858398
	Iteration 3Q: 3 clusters Score -1.420306e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
Score: -14205988.000000 Penalty: 3816.858398
	Iteration 4Q: 3 clusters Score -1.420599e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -14209365.000000 Penalty: 3816.858398
	Iteration 5F: 3 clusters Score -1.420936e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -14213967.000000 Penalty: 3816.858398
	Iteration 6F: 3 clusters Score -1.421397e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -14219549.000000 Penalty: 3816.858398
	Iteration 7F: 3 clusters Score -1.421955e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 72751 members 
Entering Unmasked Estep 
Score: -14225152.000000 Penalty: 3816.858398
	Iteration 8F: 3 clusters Score -1.422515e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 75898 members 
Entering Unmasked Estep 
Score: -14229085.000000 Penalty: 3816.858398
	Iteration 9F: 3 clusters Score -1.422908e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 78620 members 
Entering Unmasked Estep 
Score: -14231563.000000 Penalty: 3816.858398
	Iteration 10Q: 3 clusters Score -1.423156e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 81015 members 
Entering Unmasked Estep 
Score: -14233189.000000 Penalty: 3816.858398
	Iteration 11Q: 3 clusters Score -1.423319e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -14234344.000000 Penalty: 3816.858398
	Iteration 12Q: 3 clusters Score -1.423434e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -14235440.000000 Penalty: 3816.858398
	Iteration 13Q: 3 clusters Score -1.423544e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -14236344.000000 Penalty: 3816.858398
	Iteration 14Q: 3 clusters Score -1.423634e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 89763 members 
Entering Unmasked Estep 
Score: -14237190.000000 Penalty: 3816.858398
	Iteration 15Q: 3 clusters Score -1.423719e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 91793 members 
Entering Unmasked Estep 
Score: -14238042.000000 Penalty: 3816.858398
	Iteration 16Q: 3 clusters Score -1.423804e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 93788 members 
Entering Unmasked Estep 
Score: -14238844.000000 Penalty: 3816.858398
	Iteration 17Q: 3 clusters Score -1.423884e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -14239595.000000 Penalty: 3816.858398
	Iteration 18Q: 3 clusters Score -1.42396e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -14240246.000000 Penalty: 3816.858398
	Iteration 19Q: 3 clusters Score -1.424025e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -14240926.000000 Penalty: 3816.858398
	Iteration 20F: 3 clusters Score -1.424093e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -14241485.000000 Penalty: 3816.858398
	Iteration 21Q: 3 clusters Score -1.424148e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 103074 members 
Entering Unmasked Estep 
Score: -14242067.000000 Penalty: 3816.858398
	Iteration 22Q: 3 clusters Score -1.424207e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 104705 members 
Entering Unmasked Estep 
Score: -14242459.000000 Penalty: 3816.858398
	Iteration 23Q: 3 clusters Score -1.424246e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 106275 members 
Entering Unmasked Estep 
Score: -14242867.000000 Penalty: 3816.858398
	Iteration 24Q: 3 clusters Score -1.424287e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 107757 members 
Entering Unmasked Estep 
Score: -14243258.000000 Penalty: 3816.858398
	Iteration 25Q: 3 clusters Score -1.424326e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 109134 members 
Entering Unmasked Estep 
Score: -14243672.000000 Penalty: 3816.858398
	Iteration 26Q: 3 clusters Score -1.424367e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -14244012.000000 Penalty: 3816.858398
	Iteration 27Q: 3 clusters Score -1.424401e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 111783 members 
Entering Unmasked Estep 
Score: -14244439.000000 Penalty: 3816.858398
	Iteration 28Q: 3 clusters Score -1.424444e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 113030 members 
Entering Unmasked Estep 
Score: -14244764.000000 Penalty: 3816.858398
	Iteration 29Q: 3 clusters Score -1.424476e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 114200 members 
Entering Unmasked Estep 
Score: -14245080.000000 Penalty: 3816.858398
	Iteration 30Q: 3 clusters Score -1.424508e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 115267 members 
Entering Unmasked Estep 
Score: -14245313.000000 Penalty: 3816.858398
	Iteration 31Q: 3 clusters Score -1.424531e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 116196 members 
Entering Unmasked Estep 
Score: -14245516.000000 Penalty: 3816.858398
	Iteration 32Q: 3 clusters Score -1.424552e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 117023 members 
Entering Unmasked Estep 
Score: -14245697.000000 Penalty: 3816.858398
	Iteration 33Q: 3 clusters Score -1.42457e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 117765 members 
Entering Unmasked Estep 
Score: -14245861.000000 Penalty: 3816.858398
	Iteration 34Q: 3 clusters Score -1.424586e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 118446 members 
Entering Unmasked Estep 
Score: -14245936.000000 Penalty: 3816.858398
	Iteration 35Q: 3 clusters Score -1.424594e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 119047 members 
Entering Unmasked Estep 
Score: -14245932.000000 Penalty: 3816.858398
	Iteration 36Q: 3 clusters Score -1.424593e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 119601 members 
Entering Unmasked Estep 
Score: -14245998.000000 Penalty: 3816.858398
	Iteration 37Q: 3 clusters Score -1.4246e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 120087 members 
Entering Unmasked Estep 
Score: -14246076.000000 Penalty: 3816.858398
	Iteration 38Q: 3 clusters Score -1.424608e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 120512 members 
Entering Unmasked Estep 
Score: -14246148.000000 Penalty: 3816.858398
	Iteration 39Q: 3 clusters Score -1.424615e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 120877 members 
Entering Unmasked Estep 
Score: -14246264.000000 Penalty: 3816.858398
	Iteration 40F: 3 clusters Score -1.424626e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 121202 members 
Entering Unmasked Estep 
Score: -14246322.000000 Penalty: 3816.858398
	Iteration 41Q: 3 clusters Score -1.424632e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 121483 members 
Entering Unmasked Estep 
Score: -14246361.000000 Penalty: 3816.858398
	Iteration 42Q: 3 clusters Score -1.424636e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 121711 members 
Entering Unmasked Estep 
Score: -14246437.000000 Penalty: 3816.858398
	Iteration 43Q: 3 clusters Score -1.424644e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 121890 members 
Entering Unmasked Estep 
Score: -14246457.000000 Penalty: 3816.858398
	Iteration 44Q: 3 clusters Score -1.424646e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 122071 members 
Entering Unmasked Estep 
Score: -14246456.000000 Penalty: 3816.858398
	Iteration 45Q: 3 clusters Score -1.424646e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 122214 members 
Entering Unmasked Estep 
Score: -14246470.000000 Penalty: 3816.858398
	Iteration 46Q: 3 clusters Score -1.424647e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 122331 members 
Entering Unmasked Estep 
Score: -14246480.000000 Penalty: 3816.858398
	Iteration 47Q: 3 clusters Score -1.424648e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 122425 members 
Entering Unmasked Estep 
Score: -14246498.000000 Penalty: 3816.858398
	Iteration 48Q: 3 clusters Score -1.42465e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 122518 members 
Entering Unmasked Estep 
Score: -14246504.000000 Penalty: 3816.858398
	Iteration 49Q: 3 clusters Score -1.42465e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 122599 members 
Entering Unmasked Estep 
Score: -14246536.000000 Penalty: 3816.858398
	Iteration 50Q: 3 clusters Score -1.424654e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 122671 members 
Entering Unmasked Estep 
Score: -14246533.000000 Penalty: 3816.858398
	Iteration 51Q: 3 clusters Score -1.424653e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 122730 members 
Entering Unmasked Estep 
Score: -14246539.000000 Penalty: 3816.858398
	Iteration 52Q: 3 clusters Score -1.424654e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 122798 members 
Entering Unmasked Estep 
Score: -14246536.000000 Penalty: 3816.858398
	Iteration 53Q: 3 clusters Score -1.424654e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 122853 members 
Entering Unmasked Estep 
Score: -14246533.000000 Penalty: 3816.858398
	Iteration 54Q: 3 clusters Score -1.424653e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 122908 members 
Entering Unmasked Estep 
Score: -14246543.000000 Penalty: 3816.858398
	Iteration 55Q: 3 clusters Score -1.424654e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 122955 members 
Entering Unmasked Estep 
Score: -14246543.000000 Penalty: 3816.858398
	Iteration 56Q: 3 clusters Score -1.424654e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 122988 members 
Entering Unmasked Estep 
Score: -14246543.000000 Penalty: 3816.858398
	Iteration 57Q: 3 clusters Score -1.424654e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 123031 members 
Entering Unmasked Estep 
Score: -14246554.000000 Penalty: 3816.858398
	Iteration 58Q: 3 clusters Score -1.424655e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 123063 members 
Entering Unmasked Estep 
Score: -14246545.000000 Penalty: 3816.858398
	Iteration 59Q: 3 clusters Score -1.424654e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 123099 members 
Entering Unmasked Estep 
Score: -14246551.000000 Penalty: 3816.858398
	Iteration 60F: 3 clusters Score -1.424655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 123125 members 
Entering Unmasked Estep 
Score: -14246561.000000 Penalty: 3816.858398
	Iteration 61Q: 3 clusters Score -1.424656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 123147 members 
Entering Unmasked Estep 
Score: -14246561.000000 Penalty: 3816.858398
	Iteration 62Q: 3 clusters Score -1.424656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 123163 members 
Entering Unmasked Estep 
Score: -14246576.000000 Penalty: 3816.858398
	Iteration 63Q: 3 clusters Score -1.424658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 123178 members 
Entering Unmasked Estep 
Score: -14246575.000000 Penalty: 3816.858398
	Iteration 64Q: 3 clusters Score -1.424658e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 123195 members 
Entering Unmasked Estep 
Score: -14246567.000000 Penalty: 3816.858398
	Iteration 65Q: 3 clusters Score -1.424657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 123210 members 
Entering Unmasked Estep 
Score: -14246576.000000 Penalty: 3816.858398
	Iteration 66Q: 3 clusters Score -1.424658e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 123226 members 
Entering Unmasked Estep 
Score: -14246567.000000 Penalty: 3816.858398
	Iteration 67Q: 3 clusters Score -1.424657e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 123242 members 
Entering Unmasked Estep 
Score: -14246546.000000 Penalty: 3816.858398
	Iteration 68Q: 3 clusters Score -1.424655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 123253 members 
Entering Unmasked Estep 
Score: -14246553.000000 Penalty: 3816.858398
	Iteration 69Q: 3 clusters Score -1.424655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 123266 members 
Entering Unmasked Estep 
Score: -14246558.000000 Penalty: 3816.858398
	Iteration 70Q: 3 clusters Score -1.424656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 123283 members 
Entering Unmasked Estep 
Score: -14246562.000000 Penalty: 3816.858398
	Iteration 71Q: 3 clusters Score -1.424656e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 123303 members 
Entering Unmasked Estep 
Score: -14246564.000000 Penalty: 3816.858398
	Iteration 72Q: 3 clusters Score -1.424656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 123323 members 
Entering Unmasked Estep 
Score: -14246573.000000 Penalty: 3816.858398
	Iteration 73Q: 3 clusters Score -1.424657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 123340 members 
Entering Unmasked Estep 
Score: -14246542.000000 Penalty: 3816.858398
	Iteration 74Q: 3 clusters Score -1.424654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 123360 members 
Entering Unmasked Estep 
Score: -14246534.000000 Penalty: 3816.858398
	Iteration 75Q: 3 clusters Score -1.424653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 123374 members 
Entering Unmasked Estep 
Score: -14246531.000000 Penalty: 3816.858398
	Iteration 76Q: 3 clusters Score -1.424653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 123387 members 
Entering Unmasked Estep 
Score: -14246544.000000 Penalty: 3816.858398
	Iteration 77Q: 3 clusters Score -1.424654e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 123402 members 
Entering Unmasked Estep 
Score: -14246539.000000 Penalty: 3816.858398
	Iteration 78Q: 3 clusters Score -1.424654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 123416 members 
Entering Unmasked Estep 
Score: -14246543.000000 Penalty: 3816.858398
	Iteration 79Q: 3 clusters Score -1.424654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 123429 members 
Entering Unmasked Estep 
Score: -14246543.000000 Penalty: 3816.858398
	Iteration 80F: 3 clusters Score -1.424654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 123437 members 
Entering Unmasked Estep 
Score: -14246549.000000 Penalty: 3816.858398
	Iteration 81Q: 3 clusters Score -1.424655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 123448 members 
Entering Unmasked Estep 
Score: -14246545.000000 Penalty: 3816.858398
	Iteration 82Q: 3 clusters Score -1.424654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 123455 members 
Entering Unmasked Estep 
Score: -14246538.000000 Penalty: 3816.858398
	Iteration 83Q: 3 clusters Score -1.424654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 123461 members 
Entering Unmasked Estep 
Score: -14246534.000000 Penalty: 3816.858398
	Iteration 84Q: 3 clusters Score -1.424653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 123467 members 
Entering Unmasked Estep 
Score: -14246535.000000 Penalty: 3816.858398
	Iteration 85Q: 3 clusters Score -1.424654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 123468 members 
Entering Unmasked Estep 
Score: -14246529.000000 Penalty: 3816.858398
	Iteration 86Q: 3 clusters Score -1.424653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 123470 members 
Entering Unmasked Estep 
Score: -14246532.000000 Penalty: 3816.858398
	Iteration 87Q: 3 clusters Score -1.424653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 123472 members 
Entering Unmasked Estep 
Score: -14246532.000000 Penalty: 3816.858398
	Iteration 88Q: 3 clusters Score -1.424653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 123477 members 
Entering Unmasked Estep 
Score: -14246536.000000 Penalty: 3816.858398
	Iteration 89Q: 3 clusters Score -1.424654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 123481 members 
Entering Unmasked Estep 
Score: -14246536.000000 Penalty: 3816.858398
	Iteration 90Q: 3 clusters Score -1.424654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 123484 members 
Entering Unmasked Estep 
Score: -14246539.000000 Penalty: 3816.858398
	Iteration 91Q: 3 clusters Score -1.424654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 123488 members 
Entering Unmasked Estep 
Score: -14246540.000000 Penalty: 3816.858398
	Iteration 92Q: 3 clusters Score -1.424654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 123489 members 
Entering Unmasked Estep 
Score: -14246547.000000 Penalty: 3816.858398
	Iteration 93Q: 3 clusters Score -1.424655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 123489 members 
Entering Unmasked Estep 
Score: -14246547.000000 Penalty: 3816.858398
	Iteration 94F: 3 clusters Score -1.424655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Entering Unmasked Estep 
Score: -1696721.250000 Penalty: 1565.488647
	Iteration 0F: 2 clusters Score -1696721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1686063.500000 Penalty: 3130.977295
	Iteration 0F: 3 clusters Score -1686064 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1689608.000000 Penalty: 3130.977295
	Iteration 1F: 3 clusters Score -1689608 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1689883.375000 Penalty: 3130.977295
	Iteration 2F: 3 clusters Score -1689883 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1690130.875000 Penalty: 3130.977295
	Iteration 3Q: 3 clusters Score -1690131 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1690367.750000 Penalty: 3130.977295
	Iteration 4Q: 3 clusters Score -1690368 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1690708.625000 Penalty: 3130.977295
	Iteration 5Q: 3 clusters Score -1690709 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1691196.125000 Penalty: 3130.977295
	Iteration 6F: 3 clusters Score -1691196 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1691962.000000 Penalty: 3130.977295
	Iteration 7F: 3 clusters Score -1691962 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1692988.625000 Penalty: 3130.977295
	Iteration 8F: 3 clusters Score -1692989 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1694053.625000 Penalty: 3130.977295
	Iteration 9F: 3 clusters Score -1694054 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1694729.500000 Penalty: 3130.977295
	Iteration 10Q: 3 clusters Score -1694730 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1695042.125000 Penalty: 3130.977295
	Iteration 11Q: 3 clusters Score -1695042 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1695194.000000 Penalty: 3130.977295
	Iteration 12Q: 3 clusters Score -1695194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1695279.375000 Penalty: 3130.977295
	Iteration 13Q: 3 clusters Score -1695279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1695315.500000 Penalty: 3130.977295
	Iteration 14Q: 3 clusters Score -1695316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1695329.375000 Penalty: 3130.977295
	Iteration 15Q: 3 clusters Score -1695329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1695329.500000 Penalty: 3130.977295
	Iteration 16Q: 3 clusters Score -1695330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1695329.500000 Penalty: 3130.977295
	Iteration 17F: 3 clusters Score -1695330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -55210.316406 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -55210.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54108.375000 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -54108.38 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -54243.417969 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -54243.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54275.468750 Penalty: 2033.741943
	Iteration 2Q: 3 clusters Score -54275.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54306.152344 Penalty: 2033.741943
	Iteration 3Q: 3 clusters Score -54306.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54322.722656 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -54322.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54327.742188 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -54327.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54332.484375 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -54332.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54336.664062 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -54336.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -54337.906250 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -54337.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -54337.906250 Penalty: 2033.741943
	Iteration 9F: 3 clusters Score -54337.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Entering Unmasked Estep 
Score: -4268366.500000 Penalty: 1716.235352
	Iteration 0F: 2 clusters Score -4268366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4242314.000000 Penalty: 3432.470703
	Iteration 0F: 3 clusters Score -4242314 nChanged 17974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -4252719.000000 Penalty: 3432.470703
	Iteration 1F: 3 clusters Score -4252719 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -4253594.000000 Penalty: 3432.470703
	Iteration 2F: 3 clusters Score -4253594 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -4254990.500000 Penalty: 3432.470703
	Iteration 3F: 3 clusters Score -4254990 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -4257177.500000 Penalty: 3432.470703
	Iteration 4F: 3 clusters Score -4257178 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -4260064.000000 Penalty: 3432.470703
	Iteration 5F: 3 clusters Score -4260064 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -4262840.000000 Penalty: 3432.470703
	Iteration 6F: 3 clusters Score -4262840 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4264939.000000 Penalty: 3432.470703
	Iteration 7Q: 3 clusters Score -4264939 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4266145.500000 Penalty: 3432.470703
	Iteration 8Q: 3 clusters Score -4266146 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4266661.500000 Penalty: 3432.470703
	Iteration 9Q: 3 clusters Score -4266662 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4266809.500000 Penalty: 3432.470703
	Iteration 10Q: 3 clusters Score -4266810 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4266861.500000 Penalty: 3432.470703
	Iteration 11Q: 3 clusters Score -4266862 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4266890.000000 Penalty: 3432.470703
	Iteration 12Q: 3 clusters Score -4266890 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4266908.000000 Penalty: 3432.470703
	Iteration 13Q: 3 clusters Score -4266908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4266928.500000 Penalty: 3432.470703
	Iteration 14Q: 3 clusters Score -4266928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4266941.000000 Penalty: 3432.470703
	Iteration 15Q: 3 clusters Score -4266941 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4266950.000000 Penalty: 3432.470703
	Iteration 16Q: 3 clusters Score -4266950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4266962.500000 Penalty: 3432.470703
	Iteration 17Q: 3 clusters Score -4266962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4266963.000000 Penalty: 3432.470703
	Iteration 18Q: 3 clusters Score -4266963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4266968.500000 Penalty: 3432.470703
	Iteration 19Q: 3 clusters Score -4266968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4266971.500000 Penalty: 3432.470703
	Iteration 20F: 3 clusters Score -4266972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4266974.500000 Penalty: 3432.470703
	Iteration 21Q: 3 clusters Score -4266974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4266979.500000 Penalty: 3432.470703
	Iteration 22Q: 3 clusters Score -4266980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4266988.000000 Penalty: 3432.470703
	Iteration 23Q: 3 clusters Score -4266988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4266990.500000 Penalty: 3432.470703
	Iteration 24Q: 3 clusters Score -4266990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4266991.500000 Penalty: 3432.470703
	Iteration 25Q: 3 clusters Score -4266992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4266991.500000 Penalty: 3432.470703
	Iteration 26Q: 3 clusters Score -4266992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4267001.000000 Penalty: 3432.470703
	Iteration 27Q: 3 clusters Score -4267001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4267005.500000 Penalty: 3432.470703
	Iteration 28Q: 3 clusters Score -4267006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4267008.500000 Penalty: 3432.470703
	Iteration 29Q: 3 clusters Score -4267008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4267008.500000 Penalty: 3432.470703
	Iteration 30Q: 3 clusters Score -4267008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4267013.500000 Penalty: 3432.470703
	Iteration 31Q: 3 clusters Score -4267014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4267008.500000 Penalty: 3432.470703
	Iteration 32Q: 3 clusters Score -4267008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4267013.000000 Penalty: 3432.470703
	Iteration 33Q: 3 clusters Score -4267013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4267015.000000 Penalty: 3432.470703
	Iteration 34Q: 3 clusters Score -4267015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4267015.500000 Penalty: 3432.470703
	Iteration 35Q: 3 clusters Score -4267016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4267012.500000 Penalty: 3432.470703
	Iteration 36Q: 3 clusters Score -4267012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4267015.000000 Penalty: 3432.470703
	Iteration 37Q: 3 clusters Score -4267015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4267012.500000 Penalty: 3432.470703
	Iteration 38Q: 3 clusters Score -4267012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4267013.500000 Penalty: 3432.470703
	Iteration 39Q: 3 clusters Score -4267014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4267012.500000 Penalty: 3432.470703
	Iteration 40F: 3 clusters Score -4267012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4267021.500000 Penalty: 3432.470703
	Iteration 41Q: 3 clusters Score -4267022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4267018.000000 Penalty: 3432.470703
	Iteration 42Q: 3 clusters Score -4267018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4267021.500000 Penalty: 3432.470703
	Iteration 43Q: 3 clusters Score -4267022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4267022.500000 Penalty: 3432.470703
	Iteration 44Q: 3 clusters Score -4267022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4267021.500000 Penalty: 3432.470703
	Iteration 45Q: 3 clusters Score -4267022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4267019.500000 Penalty: 3432.470703
	Iteration 46Q: 3 clusters Score -4267020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4267021.500000 Penalty: 3432.470703
	Iteration 47Q: 3 clusters Score -4267022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4267023.000000 Penalty: 3432.470703
	Iteration 48Q: 3 clusters Score -4267023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4267022.500000 Penalty: 3432.470703
	Iteration 49Q: 3 clusters Score -4267022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4267022.000000 Penalty: 3432.470703
	Iteration 50Q: 3 clusters Score -4267022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4267024.000000 Penalty: 3432.470703
	Iteration 51Q: 3 clusters Score -4267024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4267023.500000 Penalty: 3432.470703
	Iteration 52Q: 3 clusters Score -4267024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4267028.500000 Penalty: 3432.470703
	Iteration 53Q: 3 clusters Score -4267028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4267030.000000 Penalty: 3432.470703
	Iteration 54Q: 3 clusters Score -4267030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4267031.500000 Penalty: 3432.470703
	Iteration 55Q: 3 clusters Score -4267032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4267031.500000 Penalty: 3432.470703
	Iteration 56F: 3 clusters Score -4267032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -261892.921875 Penalty: 1268.654297
	Iteration 0F: 2 clusters Score -261892.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -259536.156250 Penalty: 2537.308594
	Iteration 0F: 3 clusters Score -259536.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -260226.937500 Penalty: 2537.308594
	Iteration 1F: 3 clusters Score -260226.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -260544.468750 Penalty: 2537.308594
	Iteration 2F: 3 clusters Score -260544.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -260799.968750 Penalty: 2537.308594
	Iteration 3F: 3 clusters Score -260800 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -261035.234375 Penalty: 2537.308594
	Iteration 4F: 3 clusters Score -261035.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -261219.265625 Penalty: 2537.308594
	Iteration 5F: 3 clusters Score -261219.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -261322.265625 Penalty: 2537.308594
	Iteration 6Q: 3 clusters Score -261322.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -261378.062500 Penalty: 2537.308594
	Iteration 7Q: 3 clusters Score -261378.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -261429.687500 Penalty: 2537.308594
	Iteration 8Q: 3 clusters Score -261429.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -261459.218750 Penalty: 2537.308594
	Iteration 9Q: 3 clusters Score -261459.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -261477.781250 Penalty: 2537.308594
	Iteration 10Q: 3 clusters Score -261477.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -261490.328125 Penalty: 2537.308594
	Iteration 11Q: 3 clusters Score -261490.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -261498.625000 Penalty: 2537.308594
	Iteration 12Q: 3 clusters Score -261498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -261500.750000 Penalty: 2537.308594
	Iteration 13Q: 3 clusters Score -261500.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -261502.921875 Penalty: 2537.308594
	Iteration 14Q: 3 clusters Score -261502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -261503.437500 Penalty: 2537.308594
	Iteration 15Q: 3 clusters Score -261503.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -261503.437500 Penalty: 2537.308594
	Iteration 16F: 3 clusters Score -261503.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -52834.808594 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -52834.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51773.386719 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -51773.39 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51946.226562 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -51946.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51997.281250 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -51997.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52030.457031 Penalty: 2013.844360
	Iteration 3Q: 3 clusters Score -52030.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -52045.242188 Penalty: 2013.844360
	Iteration 4Q: 3 clusters Score -52045.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52049.105469 Penalty: 2013.844360
	Iteration 5Q: 3 clusters Score -52049.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52051.929688 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -52051.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52052.605469 Penalty: 2013.844360
	Iteration 7Q: 3 clusters Score -52052.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52052.605469 Penalty: 2013.844360
	Iteration 8F: 3 clusters Score -52052.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Entering Unmasked Estep 
Score: -419116.625000 Penalty: 1335.202026
	Iteration 0F: 2 clusters Score -419116.6 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 1849 members 
Entering Unmasked Estep 
Score: -416020.125000 Penalty: 2670.404053
	Iteration 0F: 3 clusters Score -416020.1 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -416862.250000 Penalty: 2670.404053
	Iteration 1F: 3 clusters Score -416862.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -417079.000000 Penalty: 2670.404053
	Iteration 2F: 3 clusters Score -417079 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -417275.343750 Penalty: 2670.404053
	Iteration 3F: 3 clusters Score -417275.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -417474.593750 Penalty: 2670.404053
	Iteration 4F: 3 clusters Score -417474.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -417671.843750 Penalty: 2670.404053
	Iteration 5F: 3 clusters Score -417671.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -417822.781250 Penalty: 2670.404053
	Iteration 6F: 3 clusters Score -417822.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -417965.250000 Penalty: 2670.404053
	Iteration 7Q: 3 clusters Score -417965.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -418083.468750 Penalty: 2670.404053
	Iteration 8Q: 3 clusters Score -418083.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -418178.937500 Penalty: 2670.404053
	Iteration 9Q: 3 clusters Score -418178.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -418231.937500 Penalty: 2670.404053
	Iteration 10Q: 3 clusters Score -418231.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -418268.156250 Penalty: 2670.404053
	Iteration 11Q: 3 clusters Score -418268.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -418296.281250 Penalty: 2670.404053
	Iteration 12Q: 3 clusters Score -418296.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -418321.625000 Penalty: 2670.404053
	Iteration 13Q: 3 clusters Score -418321.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -418337.562500 Penalty: 2670.404053
	Iteration 14Q: 3 clusters Score -418337.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -418348.906250 Penalty: 2670.404053
	Iteration 15Q: 3 clusters Score -418348.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -418359.656250 Penalty: 2670.404053
	Iteration 16Q: 3 clusters Score -418359.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -418376.312500 Penalty: 2670.404053
	Iteration 17Q: 3 clusters Score -418376.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -418392.687500 Penalty: 2670.404053
	Iteration 18Q: 3 clusters Score -418392.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -418400.531250 Penalty: 2670.404053
	Iteration 19Q: 3 clusters Score -418400.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -418405.062500 Penalty: 2670.404053
	Iteration 20F: 3 clusters Score -418405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -418407.562500 Penalty: 2670.404053
	Iteration 21Q: 3 clusters Score -418407.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -418411.031250 Penalty: 2670.404053
	Iteration 22Q: 3 clusters Score -418411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -418416.500000 Penalty: 2670.404053
	Iteration 23Q: 3 clusters Score -418416.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -418421.375000 Penalty: 2670.404053
	Iteration 24Q: 3 clusters Score -418421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -418421.437500 Penalty: 2670.404053
	Iteration 25Q: 3 clusters Score -418421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -418424.156250 Penalty: 2670.404053
	Iteration 26Q: 3 clusters Score -418424.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -418427.687500 Penalty: 2670.404053
	Iteration 27Q: 3 clusters Score -418427.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -418428.500000 Penalty: 2670.404053
	Iteration 28Q: 3 clusters Score -418428.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -418431.750000 Penalty: 2670.404053
	Iteration 29Q: 3 clusters Score -418431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -418432.406250 Penalty: 2670.404053
	Iteration 30Q: 3 clusters Score -418432.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -418432.406250 Penalty: 2670.404053
	Iteration 31F: 3 clusters Score -418432.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Entering Unmasked Estep 
Score: -1142943.750000 Penalty: 1494.866577
	Iteration 0F: 2 clusters Score -1142944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1135846.625000 Penalty: 2989.733154
	Iteration 0F: 3 clusters Score -1135847 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1138030.375000 Penalty: 2989.733154
	Iteration 1F: 3 clusters Score -1138030 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1138242.375000 Penalty: 2989.733154
	Iteration 2F: 3 clusters Score -1138242 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1138416.500000 Penalty: 2989.733154
	Iteration 3Q: 3 clusters Score -1138416 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1138575.625000 Penalty: 2989.733154
	Iteration 4Q: 3 clusters Score -1138576 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1138731.250000 Penalty: 2989.733154
	Iteration 5Q: 3 clusters Score -1138731 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1138885.375000 Penalty: 2989.733154
	Iteration 6Q: 3 clusters Score -1138885 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1139055.750000 Penalty: 2989.733154
	Iteration 7Q: 3 clusters Score -1139056 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1139261.500000 Penalty: 2989.733154
	Iteration 8Q: 3 clusters Score -1139262 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1139489.375000 Penalty: 2989.733154
	Iteration 9Q: 3 clusters Score -1139489 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1139727.250000 Penalty: 2989.733154
	Iteration 10Q: 3 clusters Score -1139727 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1140023.375000 Penalty: 2989.733154
	Iteration 11Q: 3 clusters Score -1140023 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1140310.375000 Penalty: 2989.733154
	Iteration 12Q: 3 clusters Score -1140310 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1140598.250000 Penalty: 2989.733154
	Iteration 13Q: 3 clusters Score -1140598 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1140862.750000 Penalty: 2989.733154
	Iteration 14Q: 3 clusters Score -1140863 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1141060.125000 Penalty: 2989.733154
	Iteration 15Q: 3 clusters Score -1141060 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1141224.875000 Penalty: 2989.733154
	Iteration 16Q: 3 clusters Score -1141225 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1141358.375000 Penalty: 2989.733154
	Iteration 17Q: 3 clusters Score -1141358 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1141455.000000 Penalty: 2989.733154
	Iteration 18Q: 3 clusters Score -1141455 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1141526.875000 Penalty: 2989.733154
	Iteration 19Q: 3 clusters Score -1141527 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1141563.625000 Penalty: 2989.733154
	Iteration 20F: 3 clusters Score -1141564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1141591.500000 Penalty: 2989.733154
	Iteration 21Q: 3 clusters Score -1141592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1141616.750000 Penalty: 2989.733154
	Iteration 22Q: 3 clusters Score -1141617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1141632.375000 Penalty: 2989.733154
	Iteration 23Q: 3 clusters Score -1141632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1141641.625000 Penalty: 2989.733154
	Iteration 24Q: 3 clusters Score -1141642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1141660.375000 Penalty: 2989.733154
	Iteration 25Q: 3 clusters Score -1141660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1141670.375000 Penalty: 2989.733154
	Iteration 26Q: 3 clusters Score -1141670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1141682.250000 Penalty: 2989.733154
	Iteration 27Q: 3 clusters Score -1141682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1141687.875000 Penalty: 2989.733154
	Iteration 28Q: 3 clusters Score -1141688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1141694.500000 Penalty: 2989.733154
	Iteration 29Q: 3 clusters Score -1141694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1141693.875000 Penalty: 2989.733154
	Iteration 30Q: 3 clusters Score -1141694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1141696.875000 Penalty: 2989.733154
	Iteration 31Q: 3 clusters Score -1141697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1141696.250000 Penalty: 2989.733154
	Iteration 32Q: 3 clusters Score -1141696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1141696.250000 Penalty: 2989.733154
	Iteration 33F: 3 clusters Score -1141696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Entering Unmasked Estep 
Score: -2532988.250000 Penalty: 1624.671631
	Iteration 0F: 2 clusters Score -2532988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2517910.000000 Penalty: 3249.343262
	Iteration 0F: 3 clusters Score -2517910 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2523450.500000 Penalty: 3249.343262
	Iteration 1F: 3 clusters Score -2523450 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2523786.000000 Penalty: 3249.343262
	Iteration 2Q: 3 clusters Score -2523786 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2524089.000000 Penalty: 3249.343262
	Iteration 3Q: 3 clusters Score -2524089 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2524458.750000 Penalty: 3249.343262
	Iteration 4Q: 3 clusters Score -2524459 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2524851.250000 Penalty: 3249.343262
	Iteration 5Q: 3 clusters Score -2524851 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2525297.250000 Penalty: 3249.343262
	Iteration 6Q: 3 clusters Score -2525297 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2525811.500000 Penalty: 3249.343262
	Iteration 7Q: 3 clusters Score -2525812 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2526455.500000 Penalty: 3249.343262
	Iteration 8Q: 3 clusters Score -2526456 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2527240.000000 Penalty: 3249.343262
	Iteration 9Q: 3 clusters Score -2527240 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2528076.250000 Penalty: 3249.343262
	Iteration 10F: 3 clusters Score -2528076 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2528709.500000 Penalty: 3249.343262
	Iteration 11Q: 3 clusters Score -2528710 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2529091.250000 Penalty: 3249.343262
	Iteration 12Q: 3 clusters Score -2529091 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2529320.750000 Penalty: 3249.343262
	Iteration 13Q: 3 clusters Score -2529321 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2529478.500000 Penalty: 3249.343262
	Iteration 14Q: 3 clusters Score -2529478 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2529602.000000 Penalty: 3249.343262
	Iteration 15Q: 3 clusters Score -2529602 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2529673.750000 Penalty: 3249.343262
	Iteration 16Q: 3 clusters Score -2529674 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2529738.500000 Penalty: 3249.343262
	Iteration 17Q: 3 clusters Score -2529738 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2529779.500000 Penalty: 3249.343262
	Iteration 18Q: 3 clusters Score -2529780 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2529837.000000 Penalty: 3249.343262
	Iteration 19Q: 3 clusters Score -2529837 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2529873.750000 Penalty: 3249.343262
	Iteration 20F: 3 clusters Score -2529874 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2529919.750000 Penalty: 3249.343262
	Iteration 21Q: 3 clusters Score -2529920 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2529960.000000 Penalty: 3249.343262
	Iteration 22Q: 3 clusters Score -2529960 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2529996.750000 Penalty: 3249.343262
	Iteration 23Q: 3 clusters Score -2529997 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2530013.750000 Penalty: 3249.343262
	Iteration 24Q: 3 clusters Score -2530014 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2530063.750000 Penalty: 3249.343262
	Iteration 25Q: 3 clusters Score -2530064 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2530110.000000 Penalty: 3249.343262
	Iteration 26Q: 3 clusters Score -2530110 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2530150.500000 Penalty: 3249.343262
	Iteration 27Q: 3 clusters Score -2530150 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2530179.500000 Penalty: 3249.343262
	Iteration 28Q: 3 clusters Score -2530180 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2530218.250000 Penalty: 3249.343262
	Iteration 29Q: 3 clusters Score -2530218 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2530240.500000 Penalty: 3249.343262
	Iteration 30Q: 3 clusters Score -2530240 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2530287.250000 Penalty: 3249.343262
	Iteration 31Q: 3 clusters Score -2530287 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2530329.500000 Penalty: 3249.343262
	Iteration 32Q: 3 clusters Score -2530330 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2530366.750000 Penalty: 3249.343262
	Iteration 33Q: 3 clusters Score -2530367 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2530420.000000 Penalty: 3249.343262
	Iteration 34Q: 3 clusters Score -2530420 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2530478.750000 Penalty: 3249.343262
	Iteration 35Q: 3 clusters Score -2530479 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2530545.750000 Penalty: 3249.343262
	Iteration 36Q: 3 clusters Score -2530546 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2530625.000000 Penalty: 3249.343262
	Iteration 37Q: 3 clusters Score -2530625 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2530703.500000 Penalty: 3249.343262
	Iteration 38Q: 3 clusters Score -2530704 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2530780.500000 Penalty: 3249.343262
	Iteration 39Q: 3 clusters Score -2530780 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2530861.250000 Penalty: 3249.343262
	Iteration 40F: 3 clusters Score -2530861 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2530925.000000 Penalty: 3249.343262
	Iteration 41Q: 3 clusters Score -2530925 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2530995.500000 Penalty: 3249.343262
	Iteration 42Q: 3 clusters Score -2530996 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2531050.750000 Penalty: 3249.343262
	Iteration 43Q: 3 clusters Score -2531051 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2531115.750000 Penalty: 3249.343262
	Iteration 44Q: 3 clusters Score -2531116 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2531174.250000 Penalty: 3249.343262
	Iteration 45Q: 3 clusters Score -2531174 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2531224.500000 Penalty: 3249.343262
	Iteration 46Q: 3 clusters Score -2531224 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2531277.500000 Penalty: 3249.343262
	Iteration 47Q: 3 clusters Score -2531278 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2531310.500000 Penalty: 3249.343262
	Iteration 48Q: 3 clusters Score -2531310 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2531348.250000 Penalty: 3249.343262
	Iteration 49Q: 3 clusters Score -2531348 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2531380.000000 Penalty: 3249.343262
	Iteration 50Q: 3 clusters Score -2531380 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2531401.500000 Penalty: 3249.343262
	Iteration 51Q: 3 clusters Score -2531402 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2531426.500000 Penalty: 3249.343262
	Iteration 52Q: 3 clusters Score -2531426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2531437.000000 Penalty: 3249.343262
	Iteration 53Q: 3 clusters Score -2531437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2531444.250000 Penalty: 3249.343262
	Iteration 54Q: 3 clusters Score -2531444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2531462.000000 Penalty: 3249.343262
	Iteration 55Q: 3 clusters Score -2531462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2531480.250000 Penalty: 3249.343262
	Iteration 56Q: 3 clusters Score -2531480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2531499.250000 Penalty: 3249.343262
	Iteration 57Q: 3 clusters Score -2531499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2531508.250000 Penalty: 3249.343262
	Iteration 58Q: 3 clusters Score -2531508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2531515.750000 Penalty: 3249.343262
	Iteration 59Q: 3 clusters Score -2531516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2531518.250000 Penalty: 3249.343262
	Iteration 60F: 3 clusters Score -2531518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2531531.000000 Penalty: 3249.343262
	Iteration 61Q: 3 clusters Score -2531531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2531536.500000 Penalty: 3249.343262
	Iteration 62Q: 3 clusters Score -2531536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2531545.250000 Penalty: 3249.343262
	Iteration 63Q: 3 clusters Score -2531545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2531552.000000 Penalty: 3249.343262
	Iteration 64Q: 3 clusters Score -2531552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2531557.000000 Penalty: 3249.343262
	Iteration 65Q: 3 clusters Score -2531557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2531560.250000 Penalty: 3249.343262
	Iteration 66Q: 3 clusters Score -2531560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2531566.000000 Penalty: 3249.343262
	Iteration 67Q: 3 clusters Score -2531566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2531578.250000 Penalty: 3249.343262
	Iteration 68Q: 3 clusters Score -2531578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2531583.000000 Penalty: 3249.343262
	Iteration 69Q: 3 clusters Score -2531583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2531589.000000 Penalty: 3249.343262
	Iteration 70Q: 3 clusters Score -2531589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2531593.750000 Penalty: 3249.343262
	Iteration 71Q: 3 clusters Score -2531594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2531606.000000 Penalty: 3249.343262
	Iteration 72Q: 3 clusters Score -2531606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2531605.250000 Penalty: 3249.343262
	Iteration 73Q: 3 clusters Score -2531605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2531609.000000 Penalty: 3249.343262
	Iteration 74Q: 3 clusters Score -2531609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2531620.500000 Penalty: 3249.343262
	Iteration 75Q: 3 clusters Score -2531620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2531624.250000 Penalty: 3249.343262
	Iteration 76Q: 3 clusters Score -2531624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2531621.750000 Penalty: 3249.343262
	Iteration 77Q: 3 clusters Score -2531622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2531629.000000 Penalty: 3249.343262
	Iteration 78Q: 3 clusters Score -2531629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2531630.500000 Penalty: 3249.343262
	Iteration 79Q: 3 clusters Score -2531630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2531638.500000 Penalty: 3249.343262
	Iteration 80F: 3 clusters Score -2531638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2531639.000000 Penalty: 3249.343262
	Iteration 81Q: 3 clusters Score -2531639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2531646.750000 Penalty: 3249.343262
	Iteration 82Q: 3 clusters Score -2531647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2531646.250000 Penalty: 3249.343262
	Iteration 83Q: 3 clusters Score -2531646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2531653.250000 Penalty: 3249.343262
	Iteration 84Q: 3 clusters Score -2531653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2531653.750000 Penalty: 3249.343262
	Iteration 85Q: 3 clusters Score -2531654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2531662.250000 Penalty: 3249.343262
	Iteration 86Q: 3 clusters Score -2531662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2531665.000000 Penalty: 3249.343262
	Iteration 87Q: 3 clusters Score -2531665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2531663.250000 Penalty: 3249.343262
	Iteration 88Q: 3 clusters Score -2531663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2531666.250000 Penalty: 3249.343262
	Iteration 89Q: 3 clusters Score -2531666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2531672.250000 Penalty: 3249.343262
	Iteration 90Q: 3 clusters Score -2531672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2531675.500000 Penalty: 3249.343262
	Iteration 91Q: 3 clusters Score -2531676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2531680.250000 Penalty: 3249.343262
	Iteration 92Q: 3 clusters Score -2531680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2531687.250000 Penalty: 3249.343262
	Iteration 93Q: 3 clusters Score -2531687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2531703.000000 Penalty: 3249.343262
	Iteration 94Q: 3 clusters Score -2531703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2531713.250000 Penalty: 3249.343262
	Iteration 95Q: 3 clusters Score -2531713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2531722.250000 Penalty: 3249.343262
	Iteration 96Q: 3 clusters Score -2531722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2531727.750000 Penalty: 3249.343262
	Iteration 97Q: 3 clusters Score -2531728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2531735.250000 Penalty: 3249.343262
	Iteration 98Q: 3 clusters Score -2531735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2531745.000000 Penalty: 3249.343262
	Iteration 99Q: 3 clusters Score -2531745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2531755.250000 Penalty: 3249.343262
	Iteration 100F: 3 clusters Score -2531755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2531752.000000 Penalty: 3249.343262
	Iteration 101Q: 3 clusters Score -2531752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2531757.500000 Penalty: 3249.343262
	Iteration 102Q: 3 clusters Score -2531758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2531758.000000 Penalty: 3249.343262
	Iteration 103Q: 3 clusters Score -2531758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2531764.250000 Penalty: 3249.343262
	Iteration 104Q: 3 clusters Score -2531764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2531766.500000 Penalty: 3249.343262
	Iteration 105Q: 3 clusters Score -2531766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2531770.500000 Penalty: 3249.343262
	Iteration 106Q: 3 clusters Score -2531770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2531774.000000 Penalty: 3249.343262
	Iteration 107Q: 3 clusters Score -2531774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2531774.000000 Penalty: 3249.343262
	Iteration 108F: 3 clusters Score -2531774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Entering Unmasked Estep 
Score: -1548291.250000 Penalty: 1544.008545
	Iteration 0F: 2 clusters Score -1548291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1538872.125000 Penalty: 3088.017090
	Iteration 0F: 3 clusters Score -1538872 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1542143.125000 Penalty: 3088.017090
	Iteration 1F: 3 clusters Score -1542143 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1542479.250000 Penalty: 3088.017090
	Iteration 2F: 3 clusters Score -1542479 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1542810.500000 Penalty: 3088.017090
	Iteration 3F: 3 clusters Score -1542810 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1543134.250000 Penalty: 3088.017090
	Iteration 4F: 3 clusters Score -1543134 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1543431.000000 Penalty: 3088.017090
	Iteration 5Q: 3 clusters Score -1543431 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1543751.125000 Penalty: 3088.017090
	Iteration 6Q: 3 clusters Score -1543751 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1544094.250000 Penalty: 3088.017090
	Iteration 7Q: 3 clusters Score -1544094 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1544480.500000 Penalty: 3088.017090
	Iteration 8Q: 3 clusters Score -1544480 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1544834.875000 Penalty: 3088.017090
	Iteration 9Q: 3 clusters Score -1544835 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1545153.375000 Penalty: 3088.017090
	Iteration 10Q: 3 clusters Score -1545153 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1545355.250000 Penalty: 3088.017090
	Iteration 11Q: 3 clusters Score -1545355 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1545479.125000 Penalty: 3088.017090
	Iteration 12Q: 3 clusters Score -1545479 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1545559.125000 Penalty: 3088.017090
	Iteration 13Q: 3 clusters Score -1545559 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1545614.125000 Penalty: 3088.017090
	Iteration 14Q: 3 clusters Score -1545614 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1545673.250000 Penalty: 3088.017090
	Iteration 15Q: 3 clusters Score -1545673 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1545710.000000 Penalty: 3088.017090
	Iteration 16Q: 3 clusters Score -1545710 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1545744.250000 Penalty: 3088.017090
	Iteration 17Q: 3 clusters Score -1545744 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1545775.250000 Penalty: 3088.017090
	Iteration 18Q: 3 clusters Score -1545775 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1545801.625000 Penalty: 3088.017090
	Iteration 19Q: 3 clusters Score -1545802 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1545823.250000 Penalty: 3088.017090
	Iteration 20F: 3 clusters Score -1545823 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1545842.500000 Penalty: 3088.017090
	Iteration 21Q: 3 clusters Score -1545842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1545854.000000 Penalty: 3088.017090
	Iteration 22Q: 3 clusters Score -1545854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1545865.375000 Penalty: 3088.017090
	Iteration 23Q: 3 clusters Score -1545865 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1545877.625000 Penalty: 3088.017090
	Iteration 24Q: 3 clusters Score -1545878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1545896.500000 Penalty: 3088.017090
	Iteration 25Q: 3 clusters Score -1545896 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1545909.000000 Penalty: 3088.017090
	Iteration 26Q: 3 clusters Score -1545909 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1545928.125000 Penalty: 3088.017090
	Iteration 27Q: 3 clusters Score -1545928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1545937.000000 Penalty: 3088.017090
	Iteration 28Q: 3 clusters Score -1545937 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1545958.000000 Penalty: 3088.017090
	Iteration 29Q: 3 clusters Score -1545958 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1545973.750000 Penalty: 3088.017090
	Iteration 30Q: 3 clusters Score -1545974 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1545990.500000 Penalty: 3088.017090
	Iteration 31Q: 3 clusters Score -1545990 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1546013.875000 Penalty: 3088.017090
	Iteration 32Q: 3 clusters Score -1546014 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1546033.500000 Penalty: 3088.017090
	Iteration 33Q: 3 clusters Score -1546034 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1546067.750000 Penalty: 3088.017090
	Iteration 34Q: 3 clusters Score -1546068 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1546096.250000 Penalty: 3088.017090
	Iteration 35Q: 3 clusters Score -1546096 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1546124.625000 Penalty: 3088.017090
	Iteration 36Q: 3 clusters Score -1546125 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1546149.000000 Penalty: 3088.017090
	Iteration 37Q: 3 clusters Score -1546149 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1546177.500000 Penalty: 3088.017090
	Iteration 38Q: 3 clusters Score -1546178 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1546205.125000 Penalty: 3088.017090
	Iteration 39Q: 3 clusters Score -1546205 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1546252.875000 Penalty: 3088.017090
	Iteration 40F: 3 clusters Score -1546253 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1546291.375000 Penalty: 3088.017090
	Iteration 41Q: 3 clusters Score -1546291 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1546326.500000 Penalty: 3088.017090
	Iteration 42Q: 3 clusters Score -1546326 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1546365.250000 Penalty: 3088.017090
	Iteration 43Q: 3 clusters Score -1546365 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1546405.125000 Penalty: 3088.017090
	Iteration 44Q: 3 clusters Score -1546405 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1546440.625000 Penalty: 3088.017090
	Iteration 45Q: 3 clusters Score -1546441 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1546473.375000 Penalty: 3088.017090
	Iteration 46Q: 3 clusters Score -1546473 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1546503.875000 Penalty: 3088.017090
	Iteration 47Q: 3 clusters Score -1546504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1546525.625000 Penalty: 3088.017090
	Iteration 48Q: 3 clusters Score -1546526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1546546.750000 Penalty: 3088.017090
	Iteration 49Q: 3 clusters Score -1546547 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1546572.625000 Penalty: 3088.017090
	Iteration 50Q: 3 clusters Score -1546573 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1546598.125000 Penalty: 3088.017090
	Iteration 51Q: 3 clusters Score -1546598 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1546631.000000 Penalty: 3088.017090
	Iteration 52Q: 3 clusters Score -1546631 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1546667.250000 Penalty: 3088.017090
	Iteration 53Q: 3 clusters Score -1546667 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1546698.500000 Penalty: 3088.017090
	Iteration 54Q: 3 clusters Score -1546698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1546724.375000 Penalty: 3088.017090
	Iteration 55Q: 3 clusters Score -1546724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1546754.000000 Penalty: 3088.017090
	Iteration 56Q: 3 clusters Score -1546754 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1546784.250000 Penalty: 3088.017090
	Iteration 57Q: 3 clusters Score -1546784 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1546822.250000 Penalty: 3088.017090
	Iteration 58Q: 3 clusters Score -1546822 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1546854.750000 Penalty: 3088.017090
	Iteration 59Q: 3 clusters Score -1546855 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1546881.875000 Penalty: 3088.017090
	Iteration 60F: 3 clusters Score -1546882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1546907.500000 Penalty: 3088.017090
	Iteration 61Q: 3 clusters Score -1546908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1546922.250000 Penalty: 3088.017090
	Iteration 62Q: 3 clusters Score -1546922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1546938.375000 Penalty: 3088.017090
	Iteration 63Q: 3 clusters Score -1546938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1546948.250000 Penalty: 3088.017090
	Iteration 64Q: 3 clusters Score -1546948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1546959.375000 Penalty: 3088.017090
	Iteration 65Q: 3 clusters Score -1546959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1546969.750000 Penalty: 3088.017090
	Iteration 66Q: 3 clusters Score -1546970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1546975.750000 Penalty: 3088.017090
	Iteration 67Q: 3 clusters Score -1546976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1546976.750000 Penalty: 3088.017090
	Iteration 68Q: 3 clusters Score -1546977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1546979.750000 Penalty: 3088.017090
	Iteration 69Q: 3 clusters Score -1546980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1546988.750000 Penalty: 3088.017090
	Iteration 70Q: 3 clusters Score -1546989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1546994.625000 Penalty: 3088.017090
	Iteration 71Q: 3 clusters Score -1546995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1547001.125000 Penalty: 3088.017090
	Iteration 72Q: 3 clusters Score -1547001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1547012.625000 Penalty: 3088.017090
	Iteration 73Q: 3 clusters Score -1547013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1547024.125000 Penalty: 3088.017090
	Iteration 74Q: 3 clusters Score -1547024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1547030.750000 Penalty: 3088.017090
	Iteration 75Q: 3 clusters Score -1547031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1547038.875000 Penalty: 3088.017090
	Iteration 76Q: 3 clusters Score -1547039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1547043.875000 Penalty: 3088.017090
	Iteration 77Q: 3 clusters Score -1547044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1547048.250000 Penalty: 3088.017090
	Iteration 78Q: 3 clusters Score -1547048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1547050.875000 Penalty: 3088.017090
	Iteration 79Q: 3 clusters Score -1547051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1547054.375000 Penalty: 3088.017090
	Iteration 80F: 3 clusters Score -1547054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1547055.750000 Penalty: 3088.017090
	Iteration 81Q: 3 clusters Score -1547056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1547061.625000 Penalty: 3088.017090
	Iteration 82Q: 3 clusters Score -1547062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1547058.250000 Penalty: 3088.017090
	Iteration 83Q: 3 clusters Score -1547058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1547061.375000 Penalty: 3088.017090
	Iteration 84Q: 3 clusters Score -1547061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1547063.375000 Penalty: 3088.017090
	Iteration 85Q: 3 clusters Score -1547063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1547064.375000 Penalty: 3088.017090
	Iteration 86Q: 3 clusters Score -1547064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1547066.500000 Penalty: 3088.017090
	Iteration 87Q: 3 clusters Score -1547066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1547066.875000 Penalty: 3088.017090
	Iteration 88Q: 3 clusters Score -1547067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1547069.500000 Penalty: 3088.017090
	Iteration 89Q: 3 clusters Score -1547070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1547071.875000 Penalty: 3088.017090
	Iteration 90Q: 3 clusters Score -1547072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1547071.875000 Penalty: 3088.017090
	Iteration 91F: 3 clusters Score -1547072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -185575.437500 Penalty: 1196.841797
	Iteration 0F: 2 clusters Score -185575.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -183727.078125 Penalty: 2393.683594
	Iteration 0F: 3 clusters Score -183727.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -184078.609375 Penalty: 2393.683594
	Iteration 1F: 3 clusters Score -184078.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -184161.250000 Penalty: 2393.683594
	Iteration 2F: 3 clusters Score -184161.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -184204.765625 Penalty: 2393.683594
	Iteration 3Q: 3 clusters Score -184204.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -184241.531250 Penalty: 2393.683594
	Iteration 4Q: 3 clusters Score -184241.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -184264.937500 Penalty: 2393.683594
	Iteration 5Q: 3 clusters Score -184264.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -184280.781250 Penalty: 2393.683594
	Iteration 6Q: 3 clusters Score -184280.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -184289.734375 Penalty: 2393.683594
	Iteration 7Q: 3 clusters Score -184289.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -184294.250000 Penalty: 2393.683594
	Iteration 8Q: 3 clusters Score -184294.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -184297.718750 Penalty: 2393.683594
	Iteration 9Q: 3 clusters Score -184297.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -184299.718750 Penalty: 2393.683594
	Iteration 10Q: 3 clusters Score -184299.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -184302.062500 Penalty: 2393.683594
	Iteration 11Q: 3 clusters Score -184302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -184302.765625 Penalty: 2393.683594
	Iteration 12Q: 3 clusters Score -184302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -184303.437500 Penalty: 2393.683594
	Iteration 13Q: 3 clusters Score -184303.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -184304.281250 Penalty: 2393.683594
	Iteration 14Q: 3 clusters Score -184304.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -184305.437500 Penalty: 2393.683594
	Iteration 15Q: 3 clusters Score -184305.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -184307.328125 Penalty: 2393.683594
	Iteration 16Q: 3 clusters Score -184307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -184307.687500 Penalty: 2393.683594
	Iteration 17Q: 3 clusters Score -184307.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -184308.093750 Penalty: 2393.683594
	Iteration 18Q: 3 clusters Score -184308.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -184308.093750 Penalty: 2393.683594
	Iteration 19F: 3 clusters Score -184308.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Entering Unmasked Estep 
Score: -818853.812500 Penalty: 1441.162842
	Iteration 0F: 2 clusters Score -818853.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -813539.375000 Penalty: 2882.325684
	Iteration 0F: 3 clusters Score -813539.4 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -815283.062500 Penalty: 2882.325684
	Iteration 1F: 3 clusters Score -815283.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -815711.812500 Penalty: 2882.325684
	Iteration 2F: 3 clusters Score -815711.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -816174.500000 Penalty: 2882.325684
	Iteration 3F: 3 clusters Score -816174.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -816600.062500 Penalty: 2882.325684
	Iteration 4F: 3 clusters Score -816600.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -817026.000000 Penalty: 2882.325684
	Iteration 5F: 3 clusters Score -817026 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -817494.000000 Penalty: 2882.325684
	Iteration 6F: 3 clusters Score -817494 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -817934.125000 Penalty: 2882.325684
	Iteration 7F: 3 clusters Score -817934.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -818184.062500 Penalty: 2882.325684
	Iteration 8Q: 3 clusters Score -818184.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -818276.375000 Penalty: 2882.325684
	Iteration 9Q: 3 clusters Score -818276.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -818305.625000 Penalty: 2882.325684
	Iteration 10Q: 3 clusters Score -818305.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -818311.625000 Penalty: 2882.325684
	Iteration 11Q: 3 clusters Score -818311.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -818314.687500 Penalty: 2882.325684
	Iteration 12Q: 3 clusters Score -818314.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -818316.125000 Penalty: 2882.325684
	Iteration 13Q: 3 clusters Score -818316.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -818316.875000 Penalty: 2882.325684
	Iteration 14Q: 3 clusters Score -818316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -818318.125000 Penalty: 2882.325684
	Iteration 15Q: 3 clusters Score -818318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -818317.937500 Penalty: 2882.325684
	Iteration 16Q: 3 clusters Score -818317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -818318.250000 Penalty: 2882.325684
	Iteration 17Q: 3 clusters Score -818318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -818318.250000 Penalty: 2882.325684
	Iteration 18F: 3 clusters Score -818318.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (93665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Entering Unmasked Estep 
Score: -10917249.000000 Penalty: 1860.215576
	Iteration 0F: 2 clusters Score -1.091725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -10857019.000000 Penalty: 3720.431152
	Iteration 0F: 3 clusters Score -1.085702e+07 nChanged 44813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -10882560.000000 Penalty: 3720.431152
	Iteration 1F: 3 clusters Score -1.088256e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -10883240.000000 Penalty: 3720.431152
	Iteration 2Q: 3 clusters Score -1.088324e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -10884183.000000 Penalty: 3720.431152
	Iteration 3Q: 3 clusters Score -1.088418e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -10885257.000000 Penalty: 3720.431152
	Iteration 4Q: 3 clusters Score -1.088526e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -10886795.000000 Penalty: 3720.431152
	Iteration 5Q: 3 clusters Score -1.08868e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -10888906.000000 Penalty: 3720.431152
	Iteration 6F: 3 clusters Score -1.088891e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -10892324.000000 Penalty: 3720.431152
	Iteration 7F: 3 clusters Score -1.089232e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 71238 members 
Entering Unmasked Estep 
Score: -10897372.000000 Penalty: 3720.431152
	Iteration 8F: 3 clusters Score -1.089737e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -10903307.000000 Penalty: 3720.431152
	Iteration 9F: 3 clusters Score -1.090331e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 85034 members 
Entering Unmasked Estep 
Score: -10908732.000000 Penalty: 3720.431152
	Iteration 10F: 3 clusters Score -1.090873e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -10912423.000000 Penalty: 3720.431152
	Iteration 11Q: 3 clusters Score -1.091242e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 92220 members 
Entering Unmasked Estep 
Score: -10914362.000000 Penalty: 3720.431152
	Iteration 12Q: 3 clusters Score -1.091436e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 93187 members 
Entering Unmasked Estep 
Score: -10915187.000000 Penalty: 3720.431152
	Iteration 13Q: 3 clusters Score -1.091519e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 93464 members 
Entering Unmasked Estep 
Score: -10915433.000000 Penalty: 3720.431152
	Iteration 14Q: 3 clusters Score -1.091543e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -10915504.000000 Penalty: 3720.431152
	Iteration 15Q: 3 clusters Score -1.09155e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
Score: -10915541.000000 Penalty: 3720.431152
	Iteration 16Q: 3 clusters Score -1.091554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -10915579.000000 Penalty: 3720.431152
	Iteration 17Q: 3 clusters Score -1.091558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -10915590.000000 Penalty: 3720.431152
	Iteration 18Q: 3 clusters Score -1.091559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93551 members 
Entering Unmasked Estep 
Score: -10915606.000000 Penalty: 3720.431152
	Iteration 19Q: 3 clusters Score -1.091561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93552 members 
Entering Unmasked Estep 
Score: -10915619.000000 Penalty: 3720.431152
	Iteration 20F: 3 clusters Score -1.091562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93552 members 
Entering Unmasked Estep 
Score: -10915614.000000 Penalty: 3720.431152
	Iteration 21Q: 3 clusters Score -1.091561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 93548 members 
Entering Unmasked Estep 
Score: -10915613.000000 Penalty: 3720.431152
	Iteration 22Q: 3 clusters Score -1.091561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -10915616.000000 Penalty: 3720.431152
	Iteration 23Q: 3 clusters Score -1.091562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -10915623.000000 Penalty: 3720.431152
	Iteration 24Q: 3 clusters Score -1.091562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -10915623.000000 Penalty: 3720.431152
	Iteration 25F: 3 clusters Score -1.091562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Entering Unmasked Estep 
Score: -5415197.000000 Penalty: 1748.890625
	Iteration 0F: 2 clusters Score -5415197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -5383564.000000 Penalty: 3497.781250
	Iteration 0F: 3 clusters Score -5383564 nChanged 22182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -5396248.500000 Penalty: 3497.781250
	Iteration 1F: 3 clusters Score -5396248 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -5396964.500000 Penalty: 3497.781250
	Iteration 2Q: 3 clusters Score -5396964 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -5397996.500000 Penalty: 3497.781250
	Iteration 3Q: 3 clusters Score -5397996 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -5399607.500000 Penalty: 3497.781250
	Iteration 4F: 3 clusters Score -5399608 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -5401987.000000 Penalty: 3497.781250
	Iteration 5F: 3 clusters Score -5401987 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -5405079.500000 Penalty: 3497.781250
	Iteration 6F: 3 clusters Score -5405080 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -5408331.000000 Penalty: 3497.781250
	Iteration 7F: 3 clusters Score -5408331 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -5410892.500000 Penalty: 3497.781250
	Iteration 8F: 3 clusters Score -5410892 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -5412327.000000 Penalty: 3497.781250
	Iteration 9Q: 3 clusters Score -5412327 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -5413034.500000 Penalty: 3497.781250
	Iteration 10Q: 3 clusters Score -5413034 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -5413334.000000 Penalty: 3497.781250
	Iteration 11Q: 3 clusters Score -5413334 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -5413497.000000 Penalty: 3497.781250
	Iteration 12Q: 3 clusters Score -5413497 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -5413601.000000 Penalty: 3497.781250
	Iteration 13Q: 3 clusters Score -5413601 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -5413653.000000 Penalty: 3497.781250
	Iteration 14Q: 3 clusters Score -5413653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -5413672.500000 Penalty: 3497.781250
	Iteration 15Q: 3 clusters Score -5413672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -5413690.500000 Penalty: 3497.781250
	Iteration 16Q: 3 clusters Score -5413690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -5413708.500000 Penalty: 3497.781250
	Iteration 17Q: 3 clusters Score -5413708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -5413717.500000 Penalty: 3497.781250
	Iteration 18Q: 3 clusters Score -5413718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -5413719.500000 Penalty: 3497.781250
	Iteration 19Q: 3 clusters Score -5413720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -5413723.500000 Penalty: 3497.781250
	Iteration 20F: 3 clusters Score -5413724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -5413729.000000 Penalty: 3497.781250
	Iteration 21Q: 3 clusters Score -5413729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -5413743.500000 Penalty: 3497.781250
	Iteration 22Q: 3 clusters Score -5413744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -5413745.500000 Penalty: 3497.781250
	Iteration 23Q: 3 clusters Score -5413746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -5413744.500000 Penalty: 3497.781250
	Iteration 24Q: 3 clusters Score -5413744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -5413744.500000 Penalty: 3497.781250
	Iteration 25F: 3 clusters Score -5413744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Entering Unmasked Estep 
Score: -815243.062500 Penalty: 1438.674072
	Iteration 0F: 2 clusters Score -815243.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -809981.562500 Penalty: 2877.348145
	Iteration 0F: 3 clusters Score -809981.6 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -811474.562500 Penalty: 2877.348145
	Iteration 1F: 3 clusters Score -811474.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -811643.437500 Penalty: 2877.348145
	Iteration 2F: 3 clusters Score -811643.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -811774.250000 Penalty: 2877.348145
	Iteration 3Q: 3 clusters Score -811774.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -811909.875000 Penalty: 2877.348145
	Iteration 4Q: 3 clusters Score -811909.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -812062.750000 Penalty: 2877.348145
	Iteration 5Q: 3 clusters Score -812062.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -812248.062500 Penalty: 2877.348145
	Iteration 6Q: 3 clusters Score -812248.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -812438.375000 Penalty: 2877.348145
	Iteration 7Q: 3 clusters Score -812438.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -812672.125000 Penalty: 2877.348145
	Iteration 8Q: 3 clusters Score -812672.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -812954.562500 Penalty: 2877.348145
	Iteration 9F: 3 clusters Score -812954.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -813191.312500 Penalty: 2877.348145
	Iteration 10Q: 3 clusters Score -813191.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -813372.125000 Penalty: 2877.348145
	Iteration 11Q: 3 clusters Score -813372.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -813540.687500 Penalty: 2877.348145
	Iteration 12Q: 3 clusters Score -813540.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -813672.437500 Penalty: 2877.348145
	Iteration 13Q: 3 clusters Score -813672.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -813759.437500 Penalty: 2877.348145
	Iteration 14Q: 3 clusters Score -813759.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -813851.625000 Penalty: 2877.348145
	Iteration 15Q: 3 clusters Score -813851.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -813906.562500 Penalty: 2877.348145
	Iteration 16Q: 3 clusters Score -813906.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -813943.687500 Penalty: 2877.348145
	Iteration 17Q: 3 clusters Score -813943.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -813963.062500 Penalty: 2877.348145
	Iteration 18Q: 3 clusters Score -813963.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -813970.250000 Penalty: 2877.348145
	Iteration 19Q: 3 clusters Score -813970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -813973.312500 Penalty: 2877.348145
	Iteration 20F: 3 clusters Score -813973.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -813974.125000 Penalty: 2877.348145
	Iteration 21Q: 3 clusters Score -813974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -813976.437500 Penalty: 2877.348145
	Iteration 22Q: 3 clusters Score -813976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -813980.625000 Penalty: 2877.348145
	Iteration 23Q: 3 clusters Score -813980.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -813986.812500 Penalty: 2877.348145
	Iteration 24Q: 3 clusters Score -813986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -813994.375000 Penalty: 2877.348145
	Iteration 25Q: 3 clusters Score -813994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -813999.875000 Penalty: 2877.348145
	Iteration 26Q: 3 clusters Score -813999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -814005.500000 Penalty: 2877.348145
	Iteration 27Q: 3 clusters Score -814005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -814009.562500 Penalty: 2877.348145
	Iteration 28Q: 3 clusters Score -814009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -814010.250000 Penalty: 2877.348145
	Iteration 29Q: 3 clusters Score -814010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -814011.437500 Penalty: 2877.348145
	Iteration 30Q: 3 clusters Score -814011.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -814011.437500 Penalty: 2877.348145
	Iteration 31F: 3 clusters Score -814011.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Entering Unmasked Estep 
Score: -3219920.750000 Penalty: 1662.530151
	Iteration 0F: 2 clusters Score -3219921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3201286.750000 Penalty: 3325.060303
	Iteration 0F: 3 clusters Score -3201287 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -3208147.750000 Penalty: 3325.060303
	Iteration 1F: 3 clusters Score -3208148 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3208455.000000 Penalty: 3325.060303
	Iteration 2Q: 3 clusters Score -3208455 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3208786.000000 Penalty: 3325.060303
	Iteration 3Q: 3 clusters Score -3208786 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3209196.500000 Penalty: 3325.060303
	Iteration 4Q: 3 clusters Score -3209196 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3209776.750000 Penalty: 3325.060303
	Iteration 5Q: 3 clusters Score -3209777 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3210525.750000 Penalty: 3325.060303
	Iteration 6F: 3 clusters Score -3210526 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -3211712.750000 Penalty: 3325.060303
	Iteration 7F: 3 clusters Score -3211713 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3213452.500000 Penalty: 3325.060303
	Iteration 8F: 3 clusters Score -3213452 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3215385.000000 Penalty: 3325.060303
	Iteration 9F: 3 clusters Score -3215385 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3216957.500000 Penalty: 3325.060303
	Iteration 10F: 3 clusters Score -3216958 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3217824.250000 Penalty: 3325.060303
	Iteration 11Q: 3 clusters Score -3217824 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3218207.250000 Penalty: 3325.060303
	Iteration 12Q: 3 clusters Score -3218207 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3218371.750000 Penalty: 3325.060303
	Iteration 13Q: 3 clusters Score -3218372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3218429.750000 Penalty: 3325.060303
	Iteration 14Q: 3 clusters Score -3218430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3218455.750000 Penalty: 3325.060303
	Iteration 15Q: 3 clusters Score -3218456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3218469.250000 Penalty: 3325.060303
	Iteration 16Q: 3 clusters Score -3218469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3218483.500000 Penalty: 3325.060303
	Iteration 17Q: 3 clusters Score -3218484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3218491.250000 Penalty: 3325.060303
	Iteration 18Q: 3 clusters Score -3218491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -3218499.500000 Penalty: 3325.060303
	Iteration 19Q: 3 clusters Score -3218500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3218502.500000 Penalty: 3325.060303
	Iteration 20F: 3 clusters Score -3218502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (76875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76875 members 
Entering Unmasked Estep 
Score: -8984157.000000 Penalty: 1828.114624
	Iteration 0F: 2 clusters Score -8984157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -8932816.000000 Penalty: 3656.229248
	Iteration 0F: 3 clusters Score -8932816 nChanged 36465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -8953803.000000 Penalty: 3656.229248
	Iteration 1F: 3 clusters Score -8953803 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -8954332.000000 Penalty: 3656.229248
	Iteration 2Q: 3 clusters Score -8954332 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -8954794.000000 Penalty: 3656.229248
	Iteration 3Q: 3 clusters Score -8954794 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -8955265.000000 Penalty: 3656.229248
	Iteration 4Q: 3 clusters Score -8955265 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -8955884.000000 Penalty: 3656.229248
	Iteration 5Q: 3 clusters Score -8955884 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -8956691.000000 Penalty: 3656.229248
	Iteration 6Q: 3 clusters Score -8956691 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -8957837.000000 Penalty: 3656.229248
	Iteration 7Q: 3 clusters Score -8957837 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -8959584.000000 Penalty: 3656.229248
	Iteration 8Q: 3 clusters Score -8959584 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -8962340.000000 Penalty: 3656.229248
	Iteration 9F: 3 clusters Score -8962340 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -8966005.000000 Penalty: 3656.229248
	Iteration 10F: 3 clusters Score -8966005 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -8969773.000000 Penalty: 3656.229248
	Iteration 11F: 3 clusters Score -8969773 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -8972773.000000 Penalty: 3656.229248
	Iteration 12Q: 3 clusters Score -8972773 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -8974917.000000 Penalty: 3656.229248
	Iteration 13Q: 3 clusters Score -8974917 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -8976499.000000 Penalty: 3656.229248
	Iteration 14Q: 3 clusters Score -8976499 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 70918 members 
Entering Unmasked Estep 
Score: -8977839.000000 Penalty: 3656.229248
	Iteration 15Q: 3 clusters Score -8977839 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -8978971.000000 Penalty: 3656.229248
	Iteration 16Q: 3 clusters Score -8978971 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -8979979.000000 Penalty: 3656.229248
	Iteration 17Q: 3 clusters Score -8979979 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 74724 members 
Entering Unmasked Estep 
Score: -8980808.000000 Penalty: 3656.229248
	Iteration 18Q: 3 clusters Score -8980808 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -8981461.000000 Penalty: 3656.229248
	Iteration 19Q: 3 clusters Score -8981461 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 76003 members 
Entering Unmasked Estep 
Score: -8981910.000000 Penalty: 3656.229248
	Iteration 20F: 3 clusters Score -8981910 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 76333 members 
Entering Unmasked Estep 
Score: -8982193.000000 Penalty: 3656.229248
	Iteration 21Q: 3 clusters Score -8982193 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -8982387.000000 Penalty: 3656.229248
	Iteration 22Q: 3 clusters Score -8982387 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -8982468.000000 Penalty: 3656.229248
	Iteration 23Q: 3 clusters Score -8982468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -8982490.000000 Penalty: 3656.229248
	Iteration 24Q: 3 clusters Score -8982490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -8982526.000000 Penalty: 3656.229248
	Iteration 25Q: 3 clusters Score -8982526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -8982535.000000 Penalty: 3656.229248
	Iteration 26Q: 3 clusters Score -8982535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -8982546.000000 Penalty: 3656.229248
	Iteration 27Q: 3 clusters Score -8982546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -8982550.000000 Penalty: 3656.229248
	Iteration 28Q: 3 clusters Score -8982550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -8982555.000000 Penalty: 3656.229248
	Iteration 29Q: 3 clusters Score -8982555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -8982555.000000 Penalty: 3656.229248
	Iteration 30F: 3 clusters Score -8982555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160037 members 
Mstep: Class 5 contains 101115 members 
Mstep: Class 6 contains 62983 members 
Mstep: Class 7 contains 77142 members 
Mstep: Class 8 contains 126018 members 
Mstep: Class 9 contains 15272 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7106 members 
Mstep: Class 20 contains 93665 members 
Mstep: Class 21 contains 47212 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 27749 members 
Mstep: Class 24 contains 76875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097312.000000 Penalty: 53515.957031
Iteration 279Q: 25 clusters Score -1.020973e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160035 members 
Mstep: Class 5 contains 101108 members 
Mstep: Class 6 contains 62237 members 
Mstep: Class 7 contains 76954 members 
Mstep: Class 8 contains 126021 members 
Mstep: Class 9 contains 15292 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7110 members 
Mstep: Class 20 contains 93239 members 
Mstep: Class 21 contains 47212 members 
Mstep: Class 22 contains 7005 members 
Mstep: Class 23 contains 27732 members 
Mstep: Class 24 contains 78228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097112.000000 Penalty: 53515.957031
Iteration 280F: 25 clusters Score -1.020971e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160033 members 
Mstep: Class 5 contains 101108 members 
Mstep: Class 6 contains 61453 members 
Mstep: Class 7 contains 76743 members 
Mstep: Class 8 contains 126021 members 
Mstep: Class 9 contains 15311 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7114 members 
Mstep: Class 20 contains 92946 members 
Mstep: Class 21 contains 47212 members 
Mstep: Class 22 contains 7009 members 
Mstep: Class 23 contains 27722 members 
Mstep: Class 24 contains 79502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096816.000000 Penalty: 53515.957031
Iteration 281Q: 25 clusters Score -1.020968e+08 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10542 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160032 members 
Mstep: Class 5 contains 101114 members 
Mstep: Class 6 contains 60668 members 
Mstep: Class 7 contains 76520 members 
Mstep: Class 8 contains 126021 members 
Mstep: Class 9 contains 15323 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7120 members 
Mstep: Class 20 contains 92623 members 
Mstep: Class 21 contains 47210 members 
Mstep: Class 22 contains 7014 members 
Mstep: Class 23 contains 27719 members 
Mstep: Class 24 contains 80812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097272.000000 Penalty: 53515.957031
Iteration 282Q: 25 clusters Score -1.020973e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160034 members 
Mstep: Class 5 contains 101117 members 
Mstep: Class 6 contains 59886 members 
Mstep: Class 7 contains 76364 members 
Mstep: Class 8 contains 126021 members 
Mstep: Class 9 contains 15331 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7126 members 
Mstep: Class 20 contains 92236 members 
Mstep: Class 21 contains 47210 members 
Mstep: Class 22 contains 7026 members 
Mstep: Class 23 contains 27712 members 
Mstep: Class 24 contains 82115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097464.000000 Penalty: 53515.957031
Iteration 283Q: 25 clusters Score -1.020975e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160035 members 
Mstep: Class 5 contains 101118 members 
Mstep: Class 6 contains 59126 members 
Mstep: Class 7 contains 76343 members 
Mstep: Class 8 contains 126020 members 
Mstep: Class 9 contains 15355 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 20 contains 91743 members 
Mstep: Class 21 contains 47210 members 
Mstep: Class 22 contains 7039 members 
Mstep: Class 23 contains 27699 members 
Mstep: Class 24 contains 83355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097520.000000 Penalty: 53515.957031
Iteration 284Q: 25 clusters Score -1.020975e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160034 members 
Mstep: Class 5 contains 101111 members 
Mstep: Class 6 contains 58438 members 
Mstep: Class 7 contains 76351 members 
Mstep: Class 8 contains 126020 members 
Mstep: Class 9 contains 15356 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7148 members 
Mstep: Class 20 contains 91253 members 
Mstep: Class 21 contains 47209 members 
Mstep: Class 22 contains 7049 members 
Mstep: Class 23 contains 27682 members 
Mstep: Class 24 contains 84526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097752.000000 Penalty: 53515.957031
Iteration 285Q: 25 clusters Score -1.020978e+08 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10541 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160032 members 
Mstep: Class 5 contains 101113 members 
Mstep: Class 6 contains 57741 members 
Mstep: Class 7 contains 76389 members 
Mstep: Class 8 contains 126020 members 
Mstep: Class 9 contains 15355 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 38616 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7157 members 
Mstep: Class 20 contains 90748 members 
Mstep: Class 21 contains 47210 members 
Mstep: Class 22 contains 7055 members 
Mstep: Class 23 contains 27673 members 
Mstep: Class 24 contains 85685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097792.000000 Penalty: 53515.957031
Iteration 286Q: 25 clusters Score -1.020978e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10540 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160034 members 
Mstep: Class 5 contains 101121 members 
Mstep: Class 6 contains 57086 members 
Mstep: Class 7 contains 76416 members 
Mstep: Class 8 contains 126020 members 
Mstep: Class 9 contains 15361 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7167 members 
Mstep: Class 20 contains 90267 members 
Mstep: Class 21 contains 47212 members 
Mstep: Class 22 contains 7062 members 
Mstep: Class 23 contains 27658 members 
Mstep: Class 24 contains 86777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097864.000000 Penalty: 53515.957031
Iteration 287Q: 25 clusters Score -1.020979e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10537 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160035 members 
Mstep: Class 5 contains 101133 members 
Mstep: Class 6 contains 56486 members 
Mstep: Class 7 contains 76503 members 
Mstep: Class 8 contains 126022 members 
Mstep: Class 9 contains 15366 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7176 members 
Mstep: Class 20 contains 89744 members 
Mstep: Class 21 contains 47210 members 
Mstep: Class 22 contains 7070 members 
Mstep: Class 23 contains 27635 members 
Mstep: Class 24 contains 87804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098112.000000 Penalty: 53515.957031
Iteration 288Q: 25 clusters Score -1.020981e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160034 members 
Mstep: Class 5 contains 101137 members 
Mstep: Class 6 contains 55915 members 
Mstep: Class 7 contains 76601 members 
Mstep: Class 8 contains 126026 members 
Mstep: Class 9 contains 15356 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7177 members 
Mstep: Class 20 contains 89188 members 
Mstep: Class 21 contains 47211 members 
Mstep: Class 22 contains 7075 members 
Mstep: Class 23 contains 27617 members 
Mstep: Class 24 contains 88848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097936.000000 Penalty: 53515.957031
Iteration 289Q: 25 clusters Score -1.020979e+08 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160034 members 
Mstep: Class 5 contains 101145 members 
Mstep: Class 6 contains 55354 members 
Mstep: Class 7 contains 76760 members 
Mstep: Class 8 contains 126027 members 
Mstep: Class 9 contains 15354 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7178 members 
Mstep: Class 20 contains 88572 members 
Mstep: Class 21 contains 47209 members 
Mstep: Class 22 contains 7082 members 
Mstep: Class 23 contains 27623 members 
Mstep: Class 24 contains 89847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098136.000000 Penalty: 53515.957031
Iteration 290Q: 25 clusters Score -1.020981e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160032 members 
Mstep: Class 5 contains 101147 members 
Mstep: Class 6 contains 54750 members 
Mstep: Class 7 contains 76958 members 
Mstep: Class 8 contains 126027 members 
Mstep: Class 9 contains 15339 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7178 members 
Mstep: Class 20 contains 87994 members 
Mstep: Class 21 contains 47209 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 27638 members 
Mstep: Class 24 contains 90829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102098112.000000 Penalty: 53515.957031
Iteration 291Q: 25 clusters Score -1.020981e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160030 members 
Mstep: Class 5 contains 101150 members 
Mstep: Class 6 contains 54184 members 
Mstep: Class 7 contains 77190 members 
Mstep: Class 8 contains 126029 members 
Mstep: Class 9 contains 15342 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7181 members 
Mstep: Class 20 contains 87387 members 
Mstep: Class 21 contains 47206 members 
Mstep: Class 22 contains 7080 members 
Mstep: Class 23 contains 27642 members 
Mstep: Class 24 contains 91763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097584.000000 Penalty: 53515.957031
Iteration 292Q: 25 clusters Score -1.020976e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160033 members 
Mstep: Class 5 contains 101167 members 
Mstep: Class 6 contains 53675 members 
Mstep: Class 7 contains 77454 members 
Mstep: Class 8 contains 126026 members 
Mstep: Class 9 contains 15329 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7186 members 
Mstep: Class 20 contains 86737 members 
Mstep: Class 21 contains 47206 members 
Mstep: Class 22 contains 7077 members 
Mstep: Class 23 contains 27625 members 
Mstep: Class 24 contains 92668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097688.000000 Penalty: 53515.957031
Iteration 293Q: 25 clusters Score -1.020977e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160034 members 
Mstep: Class 5 contains 101182 members 
Mstep: Class 6 contains 53207 members 
Mstep: Class 7 contains 77742 members 
Mstep: Class 8 contains 126026 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13381 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7191 members 
Mstep: Class 20 contains 86021 members 
Mstep: Class 21 contains 47208 members 
Mstep: Class 22 contains 7076 members 
Mstep: Class 23 contains 27624 members 
Mstep: Class 24 contains 93569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097752.000000 Penalty: 53515.957031
Iteration 294Q: 25 clusters Score -1.020978e+08 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160032 members 
Mstep: Class 5 contains 101196 members 
Mstep: Class 6 contains 52760 members 
Mstep: Class 7 contains 78071 members 
Mstep: Class 8 contains 126027 members 
Mstep: Class 9 contains 15283 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13380 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7193 members 
Mstep: Class 20 contains 85409 members 
Mstep: Class 21 contains 47207 members 
Mstep: Class 22 contains 7073 members 
Mstep: Class 23 contains 27624 members 
Mstep: Class 24 contains 94310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097384.000000 Penalty: 53515.957031
Iteration 295Q: 25 clusters Score -1.020974e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160031 members 
Mstep: Class 5 contains 101205 members 
Mstep: Class 6 contains 52408 members 
Mstep: Class 7 contains 78333 members 
Mstep: Class 8 contains 126028 members 
Mstep: Class 9 contains 15286 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7194 members 
Mstep: Class 20 contains 84801 members 
Mstep: Class 21 contains 47207 members 
Mstep: Class 22 contains 7068 members 
Mstep: Class 23 contains 27628 members 
Mstep: Class 24 contains 94997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097368.000000 Penalty: 53515.957031
Iteration 296Q: 25 clusters Score -1.020974e+08 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160029 members 
Mstep: Class 5 contains 101212 members 
Mstep: Class 6 contains 52042 members 
Mstep: Class 7 contains 78586 members 
Mstep: Class 8 contains 126029 members 
Mstep: Class 9 contains 15291 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7183 members 
Mstep: Class 20 contains 84208 members 
Mstep: Class 21 contains 47208 members 
Mstep: Class 22 contains 7068 members 
Mstep: Class 23 contains 27648 members 
Mstep: Class 24 contains 95681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097240.000000 Penalty: 53515.957031
Iteration 297Q: 25 clusters Score -1.020972e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160028 members 
Mstep: Class 5 contains 101229 members 
Mstep: Class 6 contains 51663 members 
Mstep: Class 7 contains 78822 members 
Mstep: Class 8 contains 126029 members 
Mstep: Class 9 contains 15290 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7178 members 
Mstep: Class 20 contains 83704 members 
Mstep: Class 21 contains 47208 members 
Mstep: Class 22 contains 7064 members 
Mstep: Class 23 contains 27660 members 
Mstep: Class 24 contains 96310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102097000.000000 Penalty: 53515.957031
Iteration 298Q: 25 clusters Score -1.02097e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160029 members 
Mstep: Class 5 contains 101247 members 
Mstep: Class 6 contains 51306 members 
Mstep: Class 7 contains 79012 members 
Mstep: Class 8 contains 126030 members 
Mstep: Class 9 contains 15296 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7169 members 
Mstep: Class 20 contains 83304 members 
Mstep: Class 21 contains 47208 members 
Mstep: Class 22 contains 7061 members 
Mstep: Class 23 contains 27671 members 
Mstep: Class 24 contains 96852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096824.000000 Penalty: 53515.957031
Iteration 299Q: 25 clusters Score -1.020968e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160030 members 
Mstep: Class 5 contains 101255 members 
Mstep: Class 6 contains 50983 members 
Mstep: Class 7 contains 79143 members 
Mstep: Class 8 contains 126029 members 
Mstep: Class 9 contains 15314 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7163 members 
Mstep: Class 20 contains 82982 members 
Mstep: Class 21 contains 47209 members 
Mstep: Class 22 contains 7052 members 
Mstep: Class 23 contains 27673 members 
Mstep: Class 24 contains 97352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096840.000000 Penalty: 53515.957031
Iteration 300F: 25 clusters Score -1.020968e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160031 members 
Mstep: Class 5 contains 101262 members 
Mstep: Class 6 contains 50650 members 
Mstep: Class 7 contains 79232 members 
Mstep: Class 8 contains 126029 members 
Mstep: Class 9 contains 15328 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 20 contains 82781 members 
Mstep: Class 21 contains 47209 members 
Mstep: Class 22 contains 7049 members 
Mstep: Class 23 contains 27659 members 
Mstep: Class 24 contains 97794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096648.000000 Penalty: 53515.957031
Iteration 301Q: 25 clusters Score -1.020966e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160030 members 
Mstep: Class 5 contains 101272 members 
Mstep: Class 6 contains 50314 members 
Mstep: Class 7 contains 79297 members 
Mstep: Class 8 contains 126027 members 
Mstep: Class 9 contains 15327 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 7157 members 
Mstep: Class 20 contains 82637 members 
Mstep: Class 21 contains 47209 members 
Mstep: Class 22 contains 7049 members 
Mstep: Class 23 contains 27659 members 
Mstep: Class 24 contains 98208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096448.000000 Penalty: 53515.957031
Iteration 302Q: 25 clusters Score -1.020964e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160029 members 
Mstep: Class 5 contains 101298 members 
Mstep: Class 6 contains 50026 members 
Mstep: Class 7 contains 79373 members 
Mstep: Class 8 contains 126025 members 
Mstep: Class 9 contains 15340 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 20 contains 82497 members 
Mstep: Class 21 contains 47209 members 
Mstep: Class 22 contains 7045 members 
Mstep: Class 23 contains 27639 members 
Mstep: Class 24 contains 98548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096304.000000 Penalty: 53515.957031
Iteration 303Q: 25 clusters Score -1.020963e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160028 members 
Mstep: Class 5 contains 101308 members 
Mstep: Class 6 contains 49770 members 
Mstep: Class 7 contains 79413 members 
Mstep: Class 8 contains 126025 members 
Mstep: Class 9 contains 15346 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 20 contains 82342 members 
Mstep: Class 21 contains 47208 members 
Mstep: Class 22 contains 7039 members 
Mstep: Class 23 contains 27614 members 
Mstep: Class 24 contains 98939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096448.000000 Penalty: 53515.957031
Iteration 304Q: 25 clusters Score -1.020964e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160028 members 
Mstep: Class 5 contains 101314 members 
Mstep: Class 6 contains 49505 members 
Mstep: Class 7 contains 79442 members 
Mstep: Class 8 contains 126025 members 
Mstep: Class 9 contains 15351 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7152 members 
Mstep: Class 20 contains 82226 members 
Mstep: Class 21 contains 47209 members 
Mstep: Class 22 contains 7035 members 
Mstep: Class 23 contains 27585 members 
Mstep: Class 24 contains 99315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096256.000000 Penalty: 53515.957031
Iteration 305Q: 25 clusters Score -1.020963e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160028 members 
Mstep: Class 5 contains 101319 members 
Mstep: Class 6 contains 49268 members 
Mstep: Class 7 contains 79472 members 
Mstep: Class 8 contains 126025 members 
Mstep: Class 9 contains 15351 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7148 members 
Mstep: Class 20 contains 82148 members 
Mstep: Class 21 contains 47208 members 
Mstep: Class 22 contains 7031 members 
Mstep: Class 23 contains 27566 members 
Mstep: Class 24 contains 99622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096352.000000 Penalty: 53515.957031
Iteration 306Q: 25 clusters Score -1.020964e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160027 members 
Mstep: Class 5 contains 101319 members 
Mstep: Class 6 contains 49039 members 
Mstep: Class 7 contains 79464 members 
Mstep: Class 8 contains 126023 members 
Mstep: Class 9 contains 15355 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7140 members 
Mstep: Class 20 contains 82101 members 
Mstep: Class 21 contains 47207 members 
Mstep: Class 22 contains 7017 members 
Mstep: Class 23 contains 27534 members 
Mstep: Class 24 contains 99960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096192.000000 Penalty: 53515.957031
Iteration 307Q: 25 clusters Score -1.020962e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160027 members 
Mstep: Class 5 contains 101328 members 
Mstep: Class 6 contains 48821 members 
Mstep: Class 7 contains 79443 members 
Mstep: Class 8 contains 126023 members 
Mstep: Class 9 contains 15356 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 20 contains 82077 members 
Mstep: Class 21 contains 47206 members 
Mstep: Class 22 contains 7009 members 
Mstep: Class 23 contains 27517 members 
Mstep: Class 24 contains 100241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096128.000000 Penalty: 53515.957031
Iteration 308Q: 25 clusters Score -1.020961e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160024 members 
Mstep: Class 5 contains 101338 members 
Mstep: Class 6 contains 48653 members 
Mstep: Class 7 contains 79407 members 
Mstep: Class 8 contains 126023 members 
Mstep: Class 9 contains 15367 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 82036 members 
Mstep: Class 21 contains 47206 members 
Mstep: Class 22 contains 7003 members 
Mstep: Class 23 contains 27489 members 
Mstep: Class 24 contains 100504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095984.000000 Penalty: 53515.957031
Iteration 309Q: 25 clusters Score -1.02096e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160024 members 
Mstep: Class 5 contains 101343 members 
Mstep: Class 6 contains 48494 members 
Mstep: Class 7 contains 79356 members 
Mstep: Class 8 contains 126023 members 
Mstep: Class 9 contains 15374 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 82033 members 
Mstep: Class 21 contains 47206 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 27457 members 
Mstep: Class 24 contains 100751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096120.000000 Penalty: 53515.957031
Iteration 310Q: 25 clusters Score -1.020961e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160024 members 
Mstep: Class 5 contains 101346 members 
Mstep: Class 6 contains 48370 members 
Mstep: Class 7 contains 79312 members 
Mstep: Class 8 contains 126021 members 
Mstep: Class 9 contains 15383 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7126 members 
Mstep: Class 20 contains 82027 members 
Mstep: Class 21 contains 47205 members 
Mstep: Class 22 contains 6983 members 
Mstep: Class 23 contains 27426 members 
Mstep: Class 24 contains 100962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096104.000000 Penalty: 53515.957031
Iteration 311Q: 25 clusters Score -1.020961e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160025 members 
Mstep: Class 5 contains 101352 members 
Mstep: Class 6 contains 48240 members 
Mstep: Class 7 contains 79268 members 
Mstep: Class 8 contains 126019 members 
Mstep: Class 9 contains 15385 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7116 members 
Mstep: Class 20 contains 82073 members 
Mstep: Class 21 contains 47205 members 
Mstep: Class 22 contains 6978 members 
Mstep: Class 23 contains 27413 members 
Mstep: Class 24 contains 101111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096032.000000 Penalty: 53515.957031
Iteration 312Q: 25 clusters Score -1.02096e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160025 members 
Mstep: Class 5 contains 101358 members 
Mstep: Class 6 contains 48142 members 
Mstep: Class 7 contains 79219 members 
Mstep: Class 8 contains 126019 members 
Mstep: Class 9 contains 15387 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7114 members 
Mstep: Class 20 contains 82106 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 6978 members 
Mstep: Class 23 contains 27378 members 
Mstep: Class 24 contains 101254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095824.000000 Penalty: 53515.957031
Iteration 313Q: 25 clusters Score -1.020958e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160025 members 
Mstep: Class 5 contains 101359 members 
Mstep: Class 6 contains 48049 members 
Mstep: Class 7 contains 79190 members 
Mstep: Class 8 contains 126019 members 
Mstep: Class 9 contains 15390 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7103 members 
Mstep: Class 20 contains 82143 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 6981 members 
Mstep: Class 23 contains 27348 members 
Mstep: Class 24 contains 101373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095928.000000 Penalty: 53515.957031
Iteration 314Q: 25 clusters Score -1.020959e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160025 members 
Mstep: Class 5 contains 101360 members 
Mstep: Class 6 contains 47928 members 
Mstep: Class 7 contains 79162 members 
Mstep: Class 8 contains 126019 members 
Mstep: Class 9 contains 15401 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7102 members 
Mstep: Class 20 contains 82189 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 6980 members 
Mstep: Class 23 contains 27314 members 
Mstep: Class 24 contains 101500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095968.000000 Penalty: 53515.957031
Iteration 315Q: 25 clusters Score -1.02096e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160024 members 
Mstep: Class 5 contains 101357 members 
Mstep: Class 6 contains 47846 members 
Mstep: Class 7 contains 79151 members 
Mstep: Class 8 contains 126018 members 
Mstep: Class 9 contains 15406 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7097 members 
Mstep: Class 20 contains 82217 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 6978 members 
Mstep: Class 23 contains 27288 members 
Mstep: Class 24 contains 101598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095832.000000 Penalty: 53515.957031
Iteration 316Q: 25 clusters Score -1.020958e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160024 members 
Mstep: Class 5 contains 101361 members 
Mstep: Class 6 contains 47781 members 
Mstep: Class 7 contains 79117 members 
Mstep: Class 8 contains 126018 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7103 members 
Mstep: Class 20 contains 82211 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 27254 members 
Mstep: Class 24 contains 101727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095872.000000 Penalty: 53515.957031
Iteration 317Q: 25 clusters Score -1.020959e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160024 members 
Mstep: Class 5 contains 101364 members 
Mstep: Class 6 contains 47710 members 
Mstep: Class 7 contains 79081 members 
Mstep: Class 8 contains 126018 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7109 members 
Mstep: Class 20 contains 82248 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 6972 members 
Mstep: Class 23 contains 27210 members 
Mstep: Class 24 contains 101826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095784.000000 Penalty: 53515.957031
Iteration 318Q: 25 clusters Score -1.020958e+08 nChanged 449
Entering ConstructFrom: 
Score: -102095784.000000 Penalty: 53515.957031
Entering ConstructFrom: 
Trying to split cluster 1 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -99401.156250 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -99401.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -98016.710938 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -98016.71 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98373.031250 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -98373.03 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -98584.023438 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -98584.02 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98677.804688 Penalty: 2237.458252
	Iteration 3F: 3 clusters Score -98677.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -98732.554688 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -98732.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -98760.359375 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -98760.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98781.359375 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -98781.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -98790.546875 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -98790.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98798.789062 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -98798.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98804.898438 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -98804.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -98809.007812 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -98809.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -98810.132812 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -98810.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -98814.617188 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -98814.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98816.570312 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -98816.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98816.890625 Penalty: 2237.458252
	Iteration 14Q: 3 clusters Score -98816.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98816.890625 Penalty: 2237.458252
	Iteration 15F: 3 clusters Score -98816.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Entering Unmasked Estep 
Score: -1202603.125000 Penalty: 1505.164917
	Iteration 0F: 2 clusters Score -1202603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1195096.750000 Penalty: 3010.329834
	Iteration 0F: 3 clusters Score -1195097 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1197491.375000 Penalty: 3010.329834
	Iteration 1F: 3 clusters Score -1197491 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1197696.000000 Penalty: 3010.329834
	Iteration 2F: 3 clusters Score -1197696 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1197877.250000 Penalty: 3010.329834
	Iteration 3Q: 3 clusters Score -1197877 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1198043.875000 Penalty: 3010.329834
	Iteration 4Q: 3 clusters Score -1198044 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1198219.375000 Penalty: 3010.329834
	Iteration 5Q: 3 clusters Score -1198219 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1198393.750000 Penalty: 3010.329834
	Iteration 6Q: 3 clusters Score -1198394 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1198582.625000 Penalty: 3010.329834
	Iteration 7Q: 3 clusters Score -1198583 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1198806.875000 Penalty: 3010.329834
	Iteration 8Q: 3 clusters Score -1198807 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1199090.875000 Penalty: 3010.329834
	Iteration 9Q: 3 clusters Score -1199091 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1199428.125000 Penalty: 3010.329834
	Iteration 10Q: 3 clusters Score -1199428 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1199791.125000 Penalty: 3010.329834
	Iteration 11Q: 3 clusters Score -1199791 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1200135.500000 Penalty: 3010.329834
	Iteration 12Q: 3 clusters Score -1200136 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1200397.375000 Penalty: 3010.329834
	Iteration 13Q: 3 clusters Score -1200397 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1200586.500000 Penalty: 3010.329834
	Iteration 14Q: 3 clusters Score -1200586 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1200745.500000 Penalty: 3010.329834
	Iteration 15Q: 3 clusters Score -1200746 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1200846.375000 Penalty: 3010.329834
	Iteration 16Q: 3 clusters Score -1200846 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1200921.750000 Penalty: 3010.329834
	Iteration 17Q: 3 clusters Score -1200922 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1200984.250000 Penalty: 3010.329834
	Iteration 18Q: 3 clusters Score -1200984 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1201044.250000 Penalty: 3010.329834
	Iteration 19Q: 3 clusters Score -1201044 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1201099.125000 Penalty: 3010.329834
	Iteration 20F: 3 clusters Score -1201099 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1201146.125000 Penalty: 3010.329834
	Iteration 21Q: 3 clusters Score -1201146 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1201170.000000 Penalty: 3010.329834
	Iteration 22Q: 3 clusters Score -1201170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1201182.125000 Penalty: 3010.329834
	Iteration 23Q: 3 clusters Score -1201182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1201191.500000 Penalty: 3010.329834
	Iteration 24Q: 3 clusters Score -1201192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1201203.250000 Penalty: 3010.329834
	Iteration 25Q: 3 clusters Score -1201203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1201207.250000 Penalty: 3010.329834
	Iteration 26Q: 3 clusters Score -1201207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1201209.875000 Penalty: 3010.329834
	Iteration 27Q: 3 clusters Score -1201210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1201217.250000 Penalty: 3010.329834
	Iteration 28Q: 3 clusters Score -1201217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1201216.750000 Penalty: 3010.329834
	Iteration 29Q: 3 clusters Score -1201217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1201221.125000 Penalty: 3010.329834
	Iteration 30Q: 3 clusters Score -1201221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1201222.250000 Penalty: 3010.329834
	Iteration 31Q: 3 clusters Score -1201222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1201220.125000 Penalty: 3010.329834
	Iteration 32Q: 3 clusters Score -1201220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1201222.250000 Penalty: 3010.329834
	Iteration 33Q: 3 clusters Score -1201222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1201221.625000 Penalty: 3010.329834
	Iteration 34Q: 3 clusters Score -1201222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1201222.500000 Penalty: 3010.329834
	Iteration 35Q: 3 clusters Score -1201222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1201223.875000 Penalty: 3010.329834
	Iteration 36Q: 3 clusters Score -1201224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1201224.250000 Penalty: 3010.329834
	Iteration 37Q: 3 clusters Score -1201224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1201224.500000 Penalty: 3010.329834
	Iteration 38Q: 3 clusters Score -1201224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1201225.000000 Penalty: 3010.329834
	Iteration 39Q: 3 clusters Score -1201225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1201225.000000 Penalty: 3010.329834
	Iteration 40F: 3 clusters Score -1201225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -478476.468750 Penalty: 1364.081421
	Iteration 0F: 2 clusters Score -478476.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -474945.125000 Penalty: 2728.162842
	Iteration 0F: 3 clusters Score -474945.1 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -476244.093750 Penalty: 2728.162842
	Iteration 1F: 3 clusters Score -476244.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -476690.281250 Penalty: 2728.162842
	Iteration 2F: 3 clusters Score -476690.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -477016.156250 Penalty: 2728.162842
	Iteration 3F: 3 clusters Score -477016.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -477346.687500 Penalty: 2728.162842
	Iteration 4F: 3 clusters Score -477346.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -477625.750000 Penalty: 2728.162842
	Iteration 5F: 3 clusters Score -477625.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -477863.531250 Penalty: 2728.162842
	Iteration 6F: 3 clusters Score -477863.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -478067.031250 Penalty: 2728.162842
	Iteration 7Q: 3 clusters Score -478067 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -478273.375000 Penalty: 2728.162842
	Iteration 8Q: 3 clusters Score -478273.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -478403.062500 Penalty: 2728.162842
	Iteration 9Q: 3 clusters Score -478403.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -478486.125000 Penalty: 2728.162842
	Iteration 10Q: 3 clusters Score -478486.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -478532.000000 Penalty: 2728.162842
	Iteration 11Q: 3 clusters Score -478532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -478550.187500 Penalty: 2728.162842
	Iteration 12Q: 3 clusters Score -478550.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -478559.062500 Penalty: 2728.162842
	Iteration 13Q: 3 clusters Score -478559.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -478568.625000 Penalty: 2728.162842
	Iteration 14Q: 3 clusters Score -478568.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -478578.937500 Penalty: 2728.162842
	Iteration 15Q: 3 clusters Score -478578.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -478582.375000 Penalty: 2728.162842
	Iteration 16Q: 3 clusters Score -478582.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -478589.031250 Penalty: 2728.162842
	Iteration 17Q: 3 clusters Score -478589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -478592.750000 Penalty: 2728.162842
	Iteration 18Q: 3 clusters Score -478592.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -478597.125000 Penalty: 2728.162842
	Iteration 19Q: 3 clusters Score -478597.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -478600.406250 Penalty: 2728.162842
	Iteration 20F: 3 clusters Score -478600.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -478600.656250 Penalty: 2728.162842
	Iteration 21Q: 3 clusters Score -478600.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -478602.875000 Penalty: 2728.162842
	Iteration 22Q: 3 clusters Score -478602.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -478604.750000 Penalty: 2728.162842
	Iteration 23Q: 3 clusters Score -478604.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -478605.625000 Penalty: 2728.162842
	Iteration 24Q: 3 clusters Score -478605.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -478606.031250 Penalty: 2728.162842
	Iteration 25Q: 3 clusters Score -478606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -478606.593750 Penalty: 2728.162842
	Iteration 26Q: 3 clusters Score -478606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -478606.593750 Penalty: 2728.162842
	Iteration 27F: 3 clusters Score -478606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 2447 members 
Mstep: Class 4 contains 160024 members 
Mstep: Class 5 contains 101364 members 
Mstep: Class 6 contains 47642 members 
Mstep: Class 7 contains 79051 members 
Mstep: Class 8 contains 126018 members 
Mstep: Class 9 contains 15423 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7111 members 
Mstep: Class 20 contains 82304 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 6975 members 
Mstep: Class 23 contains 27178 members 
Mstep: Class 24 contains 101890 members 
Mstep: Class 25 contains 1975 members 
Entering Unmasked Estep 
Score: -102095312.000000 Penalty: 55745.789062
Splitting cluster 3 changes total score from -102095784.000000 to -102095312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (160024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160024 members 
Entering Unmasked Estep 
Score: -18140968.000000 Penalty: 1947.250366
	Iteration 0F: 2 clusters Score -1.814097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -18037026.000000 Penalty: 3894.500732
	Iteration 0F: 3 clusters Score -1.803703e+07 nChanged 76856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 77823 members 
Entering Unmasked Estep 
Score: -18081866.000000 Penalty: 3894.500732
	Iteration 1F: 3 clusters Score -1.808187e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83555 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -18082708.000000 Penalty: 3894.500732
	Iteration 2Q: 3 clusters Score -1.808271e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 74369 members 
Entering Unmasked Estep 
Score: -18083904.000000 Penalty: 3894.500732
	Iteration 3Q: 3 clusters Score -1.80839e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88719 members 
Mstep: Class 2 contains 71305 members 
Entering Unmasked Estep 
Score: -18085360.000000 Penalty: 3894.500732
	Iteration 4Q: 3 clusters Score -1.808536e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93160 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -18088162.000000 Penalty: 3894.500732
	Iteration 5Q: 3 clusters Score -1.808816e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99207 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -18093130.000000 Penalty: 3894.500732
	Iteration 6F: 3 clusters Score -1.809313e+07 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106478 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -18100660.000000 Penalty: 3894.500732
	Iteration 7F: 3 clusters Score -1.810066e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113786 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -18109742.000000 Penalty: 3894.500732
	Iteration 8F: 3 clusters Score -1.810974e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119574 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -18117454.000000 Penalty: 3894.500732
	Iteration 9F: 3 clusters Score -1.811745e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123628 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -18121944.000000 Penalty: 3894.500732
	Iteration 10Q: 3 clusters Score -1.812194e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126919 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -18123966.000000 Penalty: 3894.500732
	Iteration 11Q: 3 clusters Score -1.812397e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130112 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -18125418.000000 Penalty: 3894.500732
	Iteration 12Q: 3 clusters Score -1.812542e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133237 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -18126596.000000 Penalty: 3894.500732
	Iteration 13Q: 3 clusters Score -1.81266e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136282 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -18127780.000000 Penalty: 3894.500732
	Iteration 14Q: 3 clusters Score -1.812778e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139264 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -18128988.000000 Penalty: 3894.500732
	Iteration 15Q: 3 clusters Score -1.812899e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142232 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -18130364.000000 Penalty: 3894.500732
	Iteration 16Q: 3 clusters Score -1.813036e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144883 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -18131680.000000 Penalty: 3894.500732
	Iteration 17Q: 3 clusters Score -1.813168e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147268 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -18132788.000000 Penalty: 3894.500732
	Iteration 18Q: 3 clusters Score -1.813279e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149442 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -18133986.000000 Penalty: 3894.500732
	Iteration 19Q: 3 clusters Score -1.813399e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151414 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -18135110.000000 Penalty: 3894.500732
	Iteration 20F: 3 clusters Score -1.813511e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153136 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -18135928.000000 Penalty: 3894.500732
	Iteration 21Q: 3 clusters Score -1.813593e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154584 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -18136778.000000 Penalty: 3894.500732
	Iteration 22Q: 3 clusters Score -1.813678e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155768 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -18137504.000000 Penalty: 3894.500732
	Iteration 23Q: 3 clusters Score -1.81375e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156673 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -18137994.000000 Penalty: 3894.500732
	Iteration 24Q: 3 clusters Score -1.813799e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157358 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -18138334.000000 Penalty: 3894.500732
	Iteration 25Q: 3 clusters Score -1.813833e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157869 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -18138608.000000 Penalty: 3894.500732
	Iteration 26Q: 3 clusters Score -1.813861e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158259 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -18138742.000000 Penalty: 3894.500732
	Iteration 27Q: 3 clusters Score -1.813874e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158538 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -18138842.000000 Penalty: 3894.500732
	Iteration 28Q: 3 clusters Score -1.813884e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158765 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -18138932.000000 Penalty: 3894.500732
	Iteration 29Q: 3 clusters Score -1.813893e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158929 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -18139020.000000 Penalty: 3894.500732
	Iteration 30Q: 3 clusters Score -1.813902e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159037 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -18139072.000000 Penalty: 3894.500732
	Iteration 31Q: 3 clusters Score -1.813907e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159109 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -18139120.000000 Penalty: 3894.500732
	Iteration 32Q: 3 clusters Score -1.813912e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159161 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -18139146.000000 Penalty: 3894.500732
	Iteration 33Q: 3 clusters Score -1.813915e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159212 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -18139170.000000 Penalty: 3894.500732
	Iteration 34Q: 3 clusters Score -1.813917e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159254 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -18139212.000000 Penalty: 3894.500732
	Iteration 35Q: 3 clusters Score -1.813921e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159292 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -18139248.000000 Penalty: 3894.500732
	Iteration 36Q: 3 clusters Score -1.813925e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159320 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -18139278.000000 Penalty: 3894.500732
	Iteration 37Q: 3 clusters Score -1.813928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159344 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -18139296.000000 Penalty: 3894.500732
	Iteration 38Q: 3 clusters Score -1.81393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159361 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -18139318.000000 Penalty: 3894.500732
	Iteration 39Q: 3 clusters Score -1.813932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159376 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -18139312.000000 Penalty: 3894.500732
	Iteration 40F: 3 clusters Score -1.813931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159392 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -18139324.000000 Penalty: 3894.500732
	Iteration 41Q: 3 clusters Score -1.813932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159402 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -18139320.000000 Penalty: 3894.500732
	Iteration 42Q: 3 clusters Score -1.813932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159408 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -18139342.000000 Penalty: 3894.500732
	Iteration 43Q: 3 clusters Score -1.813934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159414 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -18139342.000000 Penalty: 3894.500732
	Iteration 44Q: 3 clusters Score -1.813934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159416 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -18139340.000000 Penalty: 3894.500732
	Iteration 45Q: 3 clusters Score -1.813934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159419 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -18139346.000000 Penalty: 3894.500732
	Iteration 46Q: 3 clusters Score -1.813935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159422 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -18139340.000000 Penalty: 3894.500732
	Iteration 47Q: 3 clusters Score -1.813934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159424 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -18139338.000000 Penalty: 3894.500732
	Iteration 48Q: 3 clusters Score -1.813934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -18139348.000000 Penalty: 3894.500732
	Iteration 49Q: 3 clusters Score -1.813935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -18139348.000000 Penalty: 3894.500732
	Iteration 50F: 3 clusters Score -1.813935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101364 members 
Entering Unmasked Estep 
Score: -11662761.000000 Penalty: 1873.051880
	Iteration 0F: 2 clusters Score -1.166276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -11597950.000000 Penalty: 3746.103760
	Iteration 0F: 3 clusters Score -1.159795e+07 nChanged 48250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -11626011.000000 Penalty: 3746.103760
	Iteration 1F: 3 clusters Score -1.162601e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -11627594.000000 Penalty: 3746.103760
	Iteration 2Q: 3 clusters Score -1.162759e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -11630292.000000 Penalty: 3746.103760
	Iteration 3F: 3 clusters Score -1.163029e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -11634733.000000 Penalty: 3746.103760
	Iteration 4F: 3 clusters Score -1.163473e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 72877 members 
Entering Unmasked Estep 
Score: -11641265.000000 Penalty: 3746.103760
	Iteration 5F: 3 clusters Score -1.164126e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 80701 members 
Entering Unmasked Estep 
Score: -11648259.000000 Penalty: 3746.103760
	Iteration 6F: 3 clusters Score -1.164826e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 87600 members 
Entering Unmasked Estep 
Score: -11653704.000000 Penalty: 3746.103760
	Iteration 7F: 3 clusters Score -1.16537e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 92494 members 
Entering Unmasked Estep 
Score: -11657287.000000 Penalty: 3746.103760
	Iteration 8Q: 3 clusters Score -1.165729e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -11659201.000000 Penalty: 3746.103760
	Iteration 9Q: 3 clusters Score -1.16592e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -11660299.000000 Penalty: 3746.103760
	Iteration 10Q: 3 clusters Score -1.16603e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 98501 members 
Entering Unmasked Estep 
Score: -11660827.000000 Penalty: 3746.103760
	Iteration 11Q: 3 clusters Score -1.166083e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -11661183.000000 Penalty: 3746.103760
	Iteration 12Q: 3 clusters Score -1.166118e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 99634 members 
Entering Unmasked Estep 
Score: -11661349.000000 Penalty: 3746.103760
	Iteration 13Q: 3 clusters Score -1.166135e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -11661424.000000 Penalty: 3746.103760
	Iteration 14Q: 3 clusters Score -1.166142e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 100059 members 
Entering Unmasked Estep 
Score: -11661470.000000 Penalty: 3746.103760
	Iteration 15Q: 3 clusters Score -1.166147e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -11661522.000000 Penalty: 3746.103760
	Iteration 16Q: 3 clusters Score -1.166152e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 100273 members 
Entering Unmasked Estep 
Score: -11661565.000000 Penalty: 3746.103760
	Iteration 17Q: 3 clusters Score -1.166156e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 100343 members 
Entering Unmasked Estep 
Score: -11661623.000000 Penalty: 3746.103760
	Iteration 18Q: 3 clusters Score -1.166162e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -11661684.000000 Penalty: 3746.103760
	Iteration 19Q: 3 clusters Score -1.166168e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -11661804.000000 Penalty: 3746.103760
	Iteration 20F: 3 clusters Score -1.16618e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 100459 members 
Entering Unmasked Estep 
Score: -11661995.000000 Penalty: 3746.103760
	Iteration 21Q: 3 clusters Score -1.1662e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 100460 members 
Entering Unmasked Estep 
Score: -11662174.000000 Penalty: 3746.103760
	Iteration 22Q: 3 clusters Score -1.166217e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 100423 members 
Entering Unmasked Estep 
Score: -11662300.000000 Penalty: 3746.103760
	Iteration 23Q: 3 clusters Score -1.16623e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
Score: -11662362.000000 Penalty: 3746.103760
	Iteration 24Q: 3 clusters Score -1.166236e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -11662414.000000 Penalty: 3746.103760
	Iteration 25Q: 3 clusters Score -1.166241e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -11662470.000000 Penalty: 3746.103760
	Iteration 26Q: 3 clusters Score -1.166247e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 100258 members 
Entering Unmasked Estep 
Score: -11662521.000000 Penalty: 3746.103760
	Iteration 27Q: 3 clusters Score -1.166252e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 100236 members 
Entering Unmasked Estep 
Score: -11662529.000000 Penalty: 3746.103760
	Iteration 28Q: 3 clusters Score -1.166253e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 100220 members 
Entering Unmasked Estep 
Score: -11662549.000000 Penalty: 3746.103760
	Iteration 29Q: 3 clusters Score -1.166255e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 100200 members 
Entering Unmasked Estep 
Score: -11662567.000000 Penalty: 3746.103760
	Iteration 30Q: 3 clusters Score -1.166257e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 100175 members 
Entering Unmasked Estep 
Score: -11662585.000000 Penalty: 3746.103760
	Iteration 31Q: 3 clusters Score -1.166258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 100156 members 
Entering Unmasked Estep 
Score: -11662587.000000 Penalty: 3746.103760
	Iteration 32Q: 3 clusters Score -1.166259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 100146 members 
Entering Unmasked Estep 
Score: -11662595.000000 Penalty: 3746.103760
	Iteration 33Q: 3 clusters Score -1.16626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -11662591.000000 Penalty: 3746.103760
	Iteration 34Q: 3 clusters Score -1.166259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 100127 members 
Entering Unmasked Estep 
Score: -11662604.000000 Penalty: 3746.103760
	Iteration 35Q: 3 clusters Score -1.16626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 100120 members 
Entering Unmasked Estep 
Score: -11662616.000000 Penalty: 3746.103760
	Iteration 36Q: 3 clusters Score -1.166262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -11662621.000000 Penalty: 3746.103760
	Iteration 37Q: 3 clusters Score -1.166262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -11662618.000000 Penalty: 3746.103760
	Iteration 38Q: 3 clusters Score -1.166262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 100105 members 
Entering Unmasked Estep 
Score: -11662612.000000 Penalty: 3746.103760
	Iteration 39Q: 3 clusters Score -1.166261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 100102 members 
Entering Unmasked Estep 
Score: -11662615.000000 Penalty: 3746.103760
	Iteration 40F: 3 clusters Score -1.166262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 100099 members 
Entering Unmasked Estep 
Score: -11662619.000000 Penalty: 3746.103760
	Iteration 41Q: 3 clusters Score -1.166262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 100096 members 
Entering Unmasked Estep 
Score: -11662619.000000 Penalty: 3746.103760
	Iteration 42Q: 3 clusters Score -1.166262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 100093 members 
Entering Unmasked Estep 
Score: -11662637.000000 Penalty: 3746.103760
	Iteration 43Q: 3 clusters Score -1.166264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 100092 members 
Entering Unmasked Estep 
Score: -11662632.000000 Penalty: 3746.103760
	Iteration 44Q: 3 clusters Score -1.166263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
Score: -11662649.000000 Penalty: 3746.103760
	Iteration 45Q: 3 clusters Score -1.166265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 100088 members 
Entering Unmasked Estep 
Score: -11662646.000000 Penalty: 3746.103760
	Iteration 46Q: 3 clusters Score -1.166265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 100086 members 
Entering Unmasked Estep 
Score: -11662649.000000 Penalty: 3746.103760
	Iteration 47Q: 3 clusters Score -1.166265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 100086 members 
Entering Unmasked Estep 
Score: -11662650.000000 Penalty: 3746.103760
	Iteration 48Q: 3 clusters Score -1.166265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 100086 members 
Entering Unmasked Estep 
Score: -11662654.000000 Penalty: 3746.103760
	Iteration 49Q: 3 clusters Score -1.166265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 100086 members 
Entering Unmasked Estep 
Score: -11662654.000000 Penalty: 3746.103760
	Iteration 50F: 3 clusters Score -1.166265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Entering Unmasked Estep 
Score: -5556311.000000 Penalty: 1750.363892
	Iteration 0F: 2 clusters Score -5556311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -5524389.000000 Penalty: 3500.727783
	Iteration 0F: 3 clusters Score -5524389 nChanged 22430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -5536947.000000 Penalty: 3500.727783
	Iteration 1F: 3 clusters Score -5536947 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -5537295.000000 Penalty: 3500.727783
	Iteration 2Q: 3 clusters Score -5537295 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -5537570.500000 Penalty: 3500.727783
	Iteration 3Q: 3 clusters Score -5537570 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -5537814.500000 Penalty: 3500.727783
	Iteration 4Q: 3 clusters Score -5537814 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -5538052.500000 Penalty: 3500.727783
	Iteration 5Q: 3 clusters Score -5538052 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -5538210.000000 Penalty: 3500.727783
	Iteration 6Q: 3 clusters Score -5538210 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -5538496.500000 Penalty: 3500.727783
	Iteration 7Q: 3 clusters Score -5538496 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -5538779.500000 Penalty: 3500.727783
	Iteration 8Q: 3 clusters Score -5538780 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -5539096.500000 Penalty: 3500.727783
	Iteration 9Q: 3 clusters Score -5539096 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -5539652.500000 Penalty: 3500.727783
	Iteration 10Q: 3 clusters Score -5539652 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -5540449.500000 Penalty: 3500.727783
	Iteration 11Q: 3 clusters Score -5540450 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -5541901.000000 Penalty: 3500.727783
	Iteration 12Q: 3 clusters Score -5541901 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -5544126.000000 Penalty: 3500.727783
	Iteration 13F: 3 clusters Score -5544126 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -5546375.500000 Penalty: 3500.727783
	Iteration 14F: 3 clusters Score -5546376 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -5547937.500000 Penalty: 3500.727783
	Iteration 15F: 3 clusters Score -5547938 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -5548974.500000 Penalty: 3500.727783
	Iteration 16Q: 3 clusters Score -5548974 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -5550114.000000 Penalty: 3500.727783
	Iteration 17Q: 3 clusters Score -5550114 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -5551438.500000 Penalty: 3500.727783
	Iteration 18Q: 3 clusters Score -5551438 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -5552673.000000 Penalty: 3500.727783
	Iteration 19Q: 3 clusters Score -5552673 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -5553583.500000 Penalty: 3500.727783
	Iteration 20F: 3 clusters Score -5553584 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -5554140.000000 Penalty: 3500.727783
	Iteration 21Q: 3 clusters Score -5554140 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -5554410.000000 Penalty: 3500.727783
	Iteration 22Q: 3 clusters Score -5554410 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -5554573.500000 Penalty: 3500.727783
	Iteration 23Q: 3 clusters Score -5554574 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -5554638.500000 Penalty: 3500.727783
	Iteration 24Q: 3 clusters Score -5554638 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -5554725.000000 Penalty: 3500.727783
	Iteration 25Q: 3 clusters Score -5554725 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -5554727.500000 Penalty: 3500.727783
	Iteration 26Q: 3 clusters Score -5554728 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -5554759.000000 Penalty: 3500.727783
	Iteration 27Q: 3 clusters Score -5554759 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -5554747.000000 Penalty: 3500.727783
	Iteration 28Q: 3 clusters Score -5554747 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -5554752.500000 Penalty: 3500.727783
	Iteration 29Q: 3 clusters Score -5554752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -5554761.500000 Penalty: 3500.727783
	Iteration 30Q: 3 clusters Score -5554762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -5554780.500000 Penalty: 3500.727783
	Iteration 31Q: 3 clusters Score -5554780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -5554780.000000 Penalty: 3500.727783
	Iteration 32Q: 3 clusters Score -5554780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -5554774.500000 Penalty: 3500.727783
	Iteration 33Q: 3 clusters Score -5554774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -5554769.000000 Penalty: 3500.727783
	Iteration 34Q: 3 clusters Score -5554769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -5554765.500000 Penalty: 3500.727783
	Iteration 35Q: 3 clusters Score -5554766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -5554759.500000 Penalty: 3500.727783
	Iteration 36Q: 3 clusters Score -5554760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -5554764.500000 Penalty: 3500.727783
	Iteration 37Q: 3 clusters Score -5554764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -5554763.500000 Penalty: 3500.727783
	Iteration 38Q: 3 clusters Score -5554764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -5554769.000000 Penalty: 3500.727783
	Iteration 39Q: 3 clusters Score -5554769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -5554763.500000 Penalty: 3500.727783
	Iteration 40F: 3 clusters Score -5554764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -5554769.000000 Penalty: 3500.727783
	Iteration 41Q: 3 clusters Score -5554769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -5554763.500000 Penalty: 3500.727783
	Iteration 42Q: 3 clusters Score -5554764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -5554770.000000 Penalty: 3500.727783
	Iteration 43Q: 3 clusters Score -5554770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -5554764.000000 Penalty: 3500.727783
	Iteration 44Q: 3 clusters Score -5554764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -5554769.000000 Penalty: 3500.727783
	Iteration 45Q: 3 clusters Score -5554769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -5554763.500000 Penalty: 3500.727783
	Iteration 46Q: 3 clusters Score -5554764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -5554770.000000 Penalty: 3500.727783
	Iteration 47Q: 3 clusters Score -5554770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -5554765.000000 Penalty: 3500.727783
	Iteration 48Q: 3 clusters Score -5554765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -5554774.500000 Penalty: 3500.727783
	Iteration 49Q: 3 clusters Score -5554774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -5554770.500000 Penalty: 3500.727783
	Iteration 50Q: 3 clusters Score -5554770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -5554771.500000 Penalty: 3500.727783
	Iteration 51Q: 3 clusters Score -5554772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -5554771.000000 Penalty: 3500.727783
	Iteration 52Q: 3 clusters Score -5554771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -5554761.000000 Penalty: 3500.727783
	Iteration 53Q: 3 clusters Score -5554761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -5554767.500000 Penalty: 3500.727783
	Iteration 54Q: 3 clusters Score -5554768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -5554764.000000 Penalty: 3500.727783
	Iteration 55Q: 3 clusters Score -5554764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -5554761.500000 Penalty: 3500.727783
	Iteration 56Q: 3 clusters Score -5554762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -5554761.500000 Penalty: 3500.727783
	Iteration 57F: 3 clusters Score -5554762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (79051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79051 members 
Entering Unmasked Estep 
Score: -9190112.000000 Penalty: 1832.650391
	Iteration 0F: 2 clusters Score -9190112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -9137433.000000 Penalty: 3665.300781
	Iteration 0F: 3 clusters Score -9137433 nChanged 37614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -9158818.000000 Penalty: 3665.300781
	Iteration 1F: 3 clusters Score -9158818 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -9159318.000000 Penalty: 3665.300781
	Iteration 2Q: 3 clusters Score -9159318 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -9160053.000000 Penalty: 3665.300781
	Iteration 3Q: 3 clusters Score -9160053 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -9161193.000000 Penalty: 3665.300781
	Iteration 4Q: 3 clusters Score -9161193 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -9163226.000000 Penalty: 3665.300781
	Iteration 5F: 3 clusters Score -9163226 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -9166588.000000 Penalty: 3665.300781
	Iteration 6F: 3 clusters Score -9166588 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -9172213.000000 Penalty: 3665.300781
	Iteration 7F: 3 clusters Score -9172213 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69621 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -9178981.000000 Penalty: 3665.300781
	Iteration 8F: 3 clusters Score -9178981 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74895 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -9184350.000000 Penalty: 3665.300781
	Iteration 9F: 3 clusters Score -9184350 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -9187134.000000 Penalty: 3665.300781
	Iteration 10Q: 3 clusters Score -9187134 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9188063.000000 Penalty: 3665.300781
	Iteration 11Q: 3 clusters Score -9188063 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9188336.000000 Penalty: 3665.300781
	Iteration 12Q: 3 clusters Score -9188336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9188409.000000 Penalty: 3665.300781
	Iteration 13Q: 3 clusters Score -9188409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9188440.000000 Penalty: 3665.300781
	Iteration 14Q: 3 clusters Score -9188440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9188460.000000 Penalty: 3665.300781
	Iteration 15Q: 3 clusters Score -9188460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9188471.000000 Penalty: 3665.300781
	Iteration 16Q: 3 clusters Score -9188471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9188484.000000 Penalty: 3665.300781
	Iteration 17Q: 3 clusters Score -9188484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9188484.000000 Penalty: 3665.300781
	Iteration 18F: 3 clusters Score -9188484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126018 members 
Entering Unmasked Estep 
Score: -14247035.000000 Penalty: 1908.429199
	Iteration 0F: 2 clusters Score -1.424704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 63218 members 
Entering Unmasked Estep 
Score: -14162775.000000 Penalty: 3816.858398
	Iteration 0F: 3 clusters Score -1.416278e+07 nChanged 60677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -14199086.000000 Penalty: 3816.858398
	Iteration 1F: 3 clusters Score -1.419909e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -14201271.000000 Penalty: 3816.858398
	Iteration 2Q: 3 clusters Score -1.420127e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 75594 members 
Entering Unmasked Estep 
Score: -14205072.000000 Penalty: 3816.858398
	Iteration 3F: 3 clusters Score -1.420507e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 82027 members 
Entering Unmasked Estep 
Score: -14211155.000000 Penalty: 3816.858398
	Iteration 4F: 3 clusters Score -1.421116e+07 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 90158 members 
Entering Unmasked Estep 
Score: -14219884.000000 Penalty: 3816.858398
	Iteration 5F: 3 clusters Score -1.421988e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 98387 members 
Entering Unmasked Estep 
Score: -14229449.000000 Penalty: 3816.858398
	Iteration 6F: 3 clusters Score -1.422945e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 104643 members 
Entering Unmasked Estep 
Score: -14236605.000000 Penalty: 3816.858398
	Iteration 7F: 3 clusters Score -1.42366e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 108539 members 
Entering Unmasked Estep 
Score: -14240314.000000 Penalty: 3816.858398
	Iteration 8Q: 3 clusters Score -1.424031e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -14242035.000000 Penalty: 3816.858398
	Iteration 9Q: 3 clusters Score -1.424204e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 113360 members 
Entering Unmasked Estep 
Score: -14243197.000000 Penalty: 3816.858398
	Iteration 10Q: 3 clusters Score -1.42432e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 115175 members 
Entering Unmasked Estep 
Score: -14244052.000000 Penalty: 3816.858398
	Iteration 11Q: 3 clusters Score -1.424405e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 116675 members 
Entering Unmasked Estep 
Score: -14244672.000000 Penalty: 3816.858398
	Iteration 12Q: 3 clusters Score -1.424467e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 117888 members 
Entering Unmasked Estep 
Score: -14245165.000000 Penalty: 3816.858398
	Iteration 13Q: 3 clusters Score -1.424516e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 118902 members 
Entering Unmasked Estep 
Score: -14245547.000000 Penalty: 3816.858398
	Iteration 14Q: 3 clusters Score -1.424555e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 119727 members 
Entering Unmasked Estep 
Score: -14245831.000000 Penalty: 3816.858398
	Iteration 15Q: 3 clusters Score -1.424583e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 120391 members 
Entering Unmasked Estep 
Score: -14246076.000000 Penalty: 3816.858398
	Iteration 16Q: 3 clusters Score -1.424608e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 120894 members 
Entering Unmasked Estep 
Score: -14246256.000000 Penalty: 3816.858398
	Iteration 17Q: 3 clusters Score -1.424626e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 121276 members 
Entering Unmasked Estep 
Score: -14246365.000000 Penalty: 3816.858398
	Iteration 18Q: 3 clusters Score -1.424636e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 121584 members 
Entering Unmasked Estep 
Score: -14246461.000000 Penalty: 3816.858398
	Iteration 19Q: 3 clusters Score -1.424646e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 121834 members 
Entering Unmasked Estep 
Score: -14246536.000000 Penalty: 3816.858398
	Iteration 20F: 3 clusters Score -1.424654e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 122054 members 
Entering Unmasked Estep 
Score: -14246579.000000 Penalty: 3816.858398
	Iteration 21Q: 3 clusters Score -1.424658e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 122237 members 
Entering Unmasked Estep 
Score: -14246587.000000 Penalty: 3816.858398
	Iteration 22Q: 3 clusters Score -1.424659e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 122384 members 
Entering Unmasked Estep 
Score: -14246610.000000 Penalty: 3816.858398
	Iteration 23Q: 3 clusters Score -1.424661e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 122507 members 
Entering Unmasked Estep 
Score: -14246644.000000 Penalty: 3816.858398
	Iteration 24Q: 3 clusters Score -1.424664e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 122599 members 
Entering Unmasked Estep 
Score: -14246665.000000 Penalty: 3816.858398
	Iteration 25Q: 3 clusters Score -1.424666e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 122666 members 
Entering Unmasked Estep 
Score: -14246674.000000 Penalty: 3816.858398
	Iteration 26Q: 3 clusters Score -1.424667e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 122729 members 
Entering Unmasked Estep 
Score: -14246668.000000 Penalty: 3816.858398
	Iteration 27Q: 3 clusters Score -1.424667e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 122793 members 
Entering Unmasked Estep 
Score: -14246680.000000 Penalty: 3816.858398
	Iteration 28Q: 3 clusters Score -1.424668e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 122848 members 
Entering Unmasked Estep 
Score: -14246700.000000 Penalty: 3816.858398
	Iteration 29Q: 3 clusters Score -1.42467e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 122888 members 
Entering Unmasked Estep 
Score: -14246686.000000 Penalty: 3816.858398
	Iteration 30Q: 3 clusters Score -1.424669e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 122929 members 
Entering Unmasked Estep 
Score: -14246706.000000 Penalty: 3816.858398
	Iteration 31Q: 3 clusters Score -1.424671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 122956 members 
Entering Unmasked Estep 
Score: -14246711.000000 Penalty: 3816.858398
	Iteration 32Q: 3 clusters Score -1.424671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 122983 members 
Entering Unmasked Estep 
Score: -14246715.000000 Penalty: 3816.858398
	Iteration 33Q: 3 clusters Score -1.424672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 123002 members 
Entering Unmasked Estep 
Score: -14246710.000000 Penalty: 3816.858398
	Iteration 34Q: 3 clusters Score -1.424671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 123019 members 
Entering Unmasked Estep 
Score: -14246713.000000 Penalty: 3816.858398
	Iteration 35Q: 3 clusters Score -1.424671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 123041 members 
Entering Unmasked Estep 
Score: -14246716.000000 Penalty: 3816.858398
	Iteration 36Q: 3 clusters Score -1.424672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 123058 members 
Entering Unmasked Estep 
Score: -14246709.000000 Penalty: 3816.858398
	Iteration 37Q: 3 clusters Score -1.424671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 123070 members 
Entering Unmasked Estep 
Score: -14246715.000000 Penalty: 3816.858398
	Iteration 38Q: 3 clusters Score -1.424672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 123084 members 
Entering Unmasked Estep 
Score: -14246720.000000 Penalty: 3816.858398
	Iteration 39Q: 3 clusters Score -1.424672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 123100 members 
Entering Unmasked Estep 
Score: -14246722.000000 Penalty: 3816.858398
	Iteration 40F: 3 clusters Score -1.424672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 123110 members 
Entering Unmasked Estep 
Score: -14246718.000000 Penalty: 3816.858398
	Iteration 41Q: 3 clusters Score -1.424672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 123119 members 
Entering Unmasked Estep 
Score: -14246734.000000 Penalty: 3816.858398
	Iteration 42Q: 3 clusters Score -1.424673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 123127 members 
Entering Unmasked Estep 
Score: -14246724.000000 Penalty: 3816.858398
	Iteration 43Q: 3 clusters Score -1.424672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 123136 members 
Entering Unmasked Estep 
Score: -14246732.000000 Penalty: 3816.858398
	Iteration 44Q: 3 clusters Score -1.424673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 123141 members 
Entering Unmasked Estep 
Score: -14246735.000000 Penalty: 3816.858398
	Iteration 45Q: 3 clusters Score -1.424674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 123146 members 
Entering Unmasked Estep 
Score: -14246728.000000 Penalty: 3816.858398
	Iteration 46Q: 3 clusters Score -1.424673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 123147 members 
Entering Unmasked Estep 
Score: -14246728.000000 Penalty: 3816.858398
	Iteration 47Q: 3 clusters Score -1.424673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 123148 members 
Entering Unmasked Estep 
Score: -14246719.000000 Penalty: 3816.858398
	Iteration 48Q: 3 clusters Score -1.424672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 123148 members 
Entering Unmasked Estep 
Score: -14246719.000000 Penalty: 3816.858398
	Iteration 49F: 3 clusters Score -1.424672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Entering Unmasked Estep 
Score: -1713513.750000 Penalty: 1567.087402
	Iteration 0F: 2 clusters Score -1713514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1702906.125000 Penalty: 3134.174805
	Iteration 0F: 3 clusters Score -1702906 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1706531.750000 Penalty: 3134.174805
	Iteration 1F: 3 clusters Score -1706532 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1706814.000000 Penalty: 3134.174805
	Iteration 2F: 3 clusters Score -1706814 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1707046.125000 Penalty: 3134.174805
	Iteration 3Q: 3 clusters Score -1707046 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1707278.500000 Penalty: 3134.174805
	Iteration 4Q: 3 clusters Score -1707278 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1707532.875000 Penalty: 3134.174805
	Iteration 5Q: 3 clusters Score -1707533 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1707893.000000 Penalty: 3134.174805
	Iteration 6Q: 3 clusters Score -1707893 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1708467.250000 Penalty: 3134.174805
	Iteration 7F: 3 clusters Score -1708467 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1709216.750000 Penalty: 3134.174805
	Iteration 8F: 3 clusters Score -1709217 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1710097.500000 Penalty: 3134.174805
	Iteration 9F: 3 clusters Score -1710098 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1710903.625000 Penalty: 3134.174805
	Iteration 10F: 3 clusters Score -1710904 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1711523.000000 Penalty: 3134.174805
	Iteration 11Q: 3 clusters Score -1711523 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1711872.625000 Penalty: 3134.174805
	Iteration 12Q: 3 clusters Score -1711873 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1712008.750000 Penalty: 3134.174805
	Iteration 13Q: 3 clusters Score -1712009 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1712062.125000 Penalty: 3134.174805
	Iteration 14Q: 3 clusters Score -1712062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1712091.000000 Penalty: 3134.174805
	Iteration 15Q: 3 clusters Score -1712091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1712101.375000 Penalty: 3134.174805
	Iteration 16Q: 3 clusters Score -1712101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1712119.625000 Penalty: 3134.174805
	Iteration 17Q: 3 clusters Score -1712120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1712126.125000 Penalty: 3134.174805
	Iteration 18Q: 3 clusters Score -1712126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1712131.500000 Penalty: 3134.174805
	Iteration 19Q: 3 clusters Score -1712132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1712134.500000 Penalty: 3134.174805
	Iteration 20F: 3 clusters Score -1712134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1712138.875000 Penalty: 3134.174805
	Iteration 21Q: 3 clusters Score -1712139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1712144.750000 Penalty: 3134.174805
	Iteration 22Q: 3 clusters Score -1712145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1712150.375000 Penalty: 3134.174805
	Iteration 23Q: 3 clusters Score -1712150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1712150.125000 Penalty: 3134.174805
	Iteration 24Q: 3 clusters Score -1712150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1712150.125000 Penalty: 3134.174805
	Iteration 25F: 3 clusters Score -1712150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -54983.503906 Penalty: 1016.247192
	Iteration 0F: 2 clusters Score -54983.5 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 280 members 
Entering Unmasked Estep 
Score: -53856.253906 Penalty: 2032.494385
	Iteration 0F: 3 clusters Score -53856.25 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53998.757812 Penalty: 2032.494385
	Iteration 1F: 3 clusters Score -53998.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54046.476562 Penalty: 2032.494385
	Iteration 2F: 3 clusters Score -54046.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54080.578125 Penalty: 2032.494385
	Iteration 3Q: 3 clusters Score -54080.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54101.644531 Penalty: 2032.494385
	Iteration 4Q: 3 clusters Score -54101.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54112.726562 Penalty: 2032.494385
	Iteration 5Q: 3 clusters Score -54112.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54119.328125 Penalty: 2032.494385
	Iteration 6Q: 3 clusters Score -54119.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54123.042969 Penalty: 2032.494385
	Iteration 7Q: 3 clusters Score -54123.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54125.738281 Penalty: 2032.494385
	Iteration 8Q: 3 clusters Score -54125.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54126.882812 Penalty: 2032.494385
	Iteration 9Q: 3 clusters Score -54126.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54129.468750 Penalty: 2032.494385
	Iteration 10Q: 3 clusters Score -54129.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54129.468750 Penalty: 2032.494385
	Iteration 11F: 3 clusters Score -54129.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Entering Unmasked Estep 
Score: -4268034.500000 Penalty: 1716.222656
	Iteration 0F: 2 clusters Score -4268034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4242032.000000 Penalty: 3432.445312
	Iteration 0F: 3 clusters Score -4242032 nChanged 18012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -4252538.000000 Penalty: 3432.445312
	Iteration 1F: 3 clusters Score -4252538 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -4253219.500000 Penalty: 3432.445312
	Iteration 2Q: 3 clusters Score -4253220 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -4254196.500000 Penalty: 3432.445312
	Iteration 3F: 3 clusters Score -4254196 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -4255523.000000 Penalty: 3432.445312
	Iteration 4F: 3 clusters Score -4255523 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -4257305.500000 Penalty: 3432.445312
	Iteration 5F: 3 clusters Score -4257306 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -4259087.000000 Penalty: 3432.445312
	Iteration 6F: 3 clusters Score -4259087 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -4260586.500000 Penalty: 3432.445312
	Iteration 7F: 3 clusters Score -4260586 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -4261589.000000 Penalty: 3432.445312
	Iteration 8Q: 3 clusters Score -4261589 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -4262317.000000 Penalty: 3432.445312
	Iteration 9Q: 3 clusters Score -4262317 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -4262956.000000 Penalty: 3432.445312
	Iteration 10Q: 3 clusters Score -4262956 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4263607.000000 Penalty: 3432.445312
	Iteration 11Q: 3 clusters Score -4263607 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -4264281.000000 Penalty: 3432.445312
	Iteration 12Q: 3 clusters Score -4264281 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -4264931.500000 Penalty: 3432.445312
	Iteration 13Q: 3 clusters Score -4264932 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -4265495.000000 Penalty: 3432.445312
	Iteration 14Q: 3 clusters Score -4265495 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4265931.000000 Penalty: 3432.445312
	Iteration 15Q: 3 clusters Score -4265931 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4266165.500000 Penalty: 3432.445312
	Iteration 16Q: 3 clusters Score -4266166 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4266357.000000 Penalty: 3432.445312
	Iteration 17Q: 3 clusters Score -4266357 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4266485.000000 Penalty: 3432.445312
	Iteration 18Q: 3 clusters Score -4266485 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4266541.000000 Penalty: 3432.445312
	Iteration 19Q: 3 clusters Score -4266541 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4266573.000000 Penalty: 3432.445312
	Iteration 20F: 3 clusters Score -4266573 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4266599.000000 Penalty: 3432.445312
	Iteration 21Q: 3 clusters Score -4266599 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4266596.000000 Penalty: 3432.445312
	Iteration 22Q: 3 clusters Score -4266596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4266620.000000 Penalty: 3432.445312
	Iteration 23Q: 3 clusters Score -4266620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4266625.500000 Penalty: 3432.445312
	Iteration 24Q: 3 clusters Score -4266626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4266641.500000 Penalty: 3432.445312
	Iteration 25Q: 3 clusters Score -4266642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4266652.500000 Penalty: 3432.445312
	Iteration 26Q: 3 clusters Score -4266652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4266648.000000 Penalty: 3432.445312
	Iteration 27Q: 3 clusters Score -4266648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4266652.500000 Penalty: 3432.445312
	Iteration 28Q: 3 clusters Score -4266652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4266655.000000 Penalty: 3432.445312
	Iteration 29Q: 3 clusters Score -4266655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4266660.500000 Penalty: 3432.445312
	Iteration 30Q: 3 clusters Score -4266660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4266662.500000 Penalty: 3432.445312
	Iteration 31Q: 3 clusters Score -4266662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4266663.500000 Penalty: 3432.445312
	Iteration 32Q: 3 clusters Score -4266664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4266673.500000 Penalty: 3432.445312
	Iteration 33Q: 3 clusters Score -4266674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4266670.500000 Penalty: 3432.445312
	Iteration 34Q: 3 clusters Score -4266670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4266671.500000 Penalty: 3432.445312
	Iteration 35Q: 3 clusters Score -4266672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4266670.000000 Penalty: 3432.445312
	Iteration 36Q: 3 clusters Score -4266670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4266677.500000 Penalty: 3432.445312
	Iteration 37Q: 3 clusters Score -4266678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4266677.000000 Penalty: 3432.445312
	Iteration 38Q: 3 clusters Score -4266677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4266676.500000 Penalty: 3432.445312
	Iteration 39Q: 3 clusters Score -4266676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4266678.000000 Penalty: 3432.445312
	Iteration 40F: 3 clusters Score -4266678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4266676.500000 Penalty: 3432.445312
	Iteration 41Q: 3 clusters Score -4266676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4266684.500000 Penalty: 3432.445312
	Iteration 42Q: 3 clusters Score -4266684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4266682.000000 Penalty: 3432.445312
	Iteration 43Q: 3 clusters Score -4266682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4266684.000000 Penalty: 3432.445312
	Iteration 44Q: 3 clusters Score -4266684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4266688.500000 Penalty: 3432.445312
	Iteration 45Q: 3 clusters Score -4266688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4266683.000000 Penalty: 3432.445312
	Iteration 46Q: 3 clusters Score -4266683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4266695.500000 Penalty: 3432.445312
	Iteration 47Q: 3 clusters Score -4266696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4266692.500000 Penalty: 3432.445312
	Iteration 48Q: 3 clusters Score -4266692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4266696.500000 Penalty: 3432.445312
	Iteration 49Q: 3 clusters Score -4266696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4266701.500000 Penalty: 3432.445312
	Iteration 50Q: 3 clusters Score -4266702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4266703.500000 Penalty: 3432.445312
	Iteration 51Q: 3 clusters Score -4266704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4266703.000000 Penalty: 3432.445312
	Iteration 52Q: 3 clusters Score -4266703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4266709.000000 Penalty: 3432.445312
	Iteration 53Q: 3 clusters Score -4266709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4266704.000000 Penalty: 3432.445312
	Iteration 54Q: 3 clusters Score -4266704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4266701.000000 Penalty: 3432.445312
	Iteration 55Q: 3 clusters Score -4266701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4266706.000000 Penalty: 3432.445312
	Iteration 56Q: 3 clusters Score -4266706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4266704.500000 Penalty: 3432.445312
	Iteration 57Q: 3 clusters Score -4266704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4266704.500000 Penalty: 3432.445312
	Iteration 58F: 3 clusters Score -4266704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -261892.921875 Penalty: 1268.654297
	Iteration 0F: 2 clusters Score -261892.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -259568.453125 Penalty: 2537.308594
	Iteration 0F: 3 clusters Score -259568.5 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -260345.625000 Penalty: 2537.308594
	Iteration 1F: 3 clusters Score -260345.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -260792.890625 Penalty: 2537.308594
	Iteration 2F: 3 clusters Score -260792.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -261135.390625 Penalty: 2537.308594
	Iteration 3F: 3 clusters Score -261135.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -261312.937500 Penalty: 2537.308594
	Iteration 4F: 3 clusters Score -261312.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -261420.656250 Penalty: 2537.308594
	Iteration 5Q: 3 clusters Score -261420.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -261474.484375 Penalty: 2537.308594
	Iteration 6Q: 3 clusters Score -261474.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -261507.171875 Penalty: 2537.308594
	Iteration 7Q: 3 clusters Score -261507.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -261523.359375 Penalty: 2537.308594
	Iteration 8Q: 3 clusters Score -261523.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -261531.906250 Penalty: 2537.308594
	Iteration 9Q: 3 clusters Score -261531.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -261538.281250 Penalty: 2537.308594
	Iteration 10Q: 3 clusters Score -261538.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -261542.328125 Penalty: 2537.308594
	Iteration 11Q: 3 clusters Score -261542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -261544.203125 Penalty: 2537.308594
	Iteration 12Q: 3 clusters Score -261544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -261548.203125 Penalty: 2537.308594
	Iteration 13Q: 3 clusters Score -261548.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -261549.937500 Penalty: 2537.308594
	Iteration 14Q: 3 clusters Score -261549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -261550.781250 Penalty: 2537.308594
	Iteration 15Q: 3 clusters Score -261550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -261551.609375 Penalty: 2537.308594
	Iteration 16Q: 3 clusters Score -261551.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -261552.125000 Penalty: 2537.308594
	Iteration 17Q: 3 clusters Score -261552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -261553.296875 Penalty: 2537.308594
	Iteration 18Q: 3 clusters Score -261553.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -261553.687500 Penalty: 2537.308594
	Iteration 19Q: 3 clusters Score -261553.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -261555.843750 Penalty: 2537.308594
	Iteration 20F: 3 clusters Score -261555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -261558.359375 Penalty: 2537.308594
	Iteration 21Q: 3 clusters Score -261558.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -261560.375000 Penalty: 2537.308594
	Iteration 22Q: 3 clusters Score -261560.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -261561.750000 Penalty: 2537.308594
	Iteration 23Q: 3 clusters Score -261561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -261563.140625 Penalty: 2537.308594
	Iteration 24Q: 3 clusters Score -261563.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -261563.140625 Penalty: 2537.308594
	Iteration 25F: 3 clusters Score -261563.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -52834.808594 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -52834.81 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 239 members 
Entering Unmasked Estep 
Score: -51750.390625 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -51750.39 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51906.046875 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -51906.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51940.636719 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -51940.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51946.355469 Penalty: 2013.844360
	Iteration 3Q: 3 clusters Score -51946.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51947.558594 Penalty: 2013.844360
	Iteration 4Q: 3 clusters Score -51947.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51951.570312 Penalty: 2013.844360
	Iteration 5Q: 3 clusters Score -51951.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51954.429688 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -51954.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51955.335938 Penalty: 2013.844360
	Iteration 7Q: 3 clusters Score -51955.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51955.964844 Penalty: 2013.844360
	Iteration 8Q: 3 clusters Score -51955.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51955.964844 Penalty: 2013.844360
	Iteration 9F: 3 clusters Score -51955.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Entering Unmasked Estep 
Score: -419229.656250 Penalty: 1335.246094
	Iteration 0F: 2 clusters Score -419229.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -416095.031250 Penalty: 2670.492188
	Iteration 0F: 3 clusters Score -416095 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -416921.468750 Penalty: 2670.492188
	Iteration 1F: 3 clusters Score -416921.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -417098.875000 Penalty: 2670.492188
	Iteration 2F: 3 clusters Score -417098.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -417203.812500 Penalty: 2670.492188
	Iteration 3F: 3 clusters Score -417203.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -417299.906250 Penalty: 2670.492188
	Iteration 4Q: 3 clusters Score -417299.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -417421.500000 Penalty: 2670.492188
	Iteration 5Q: 3 clusters Score -417421.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -417541.562500 Penalty: 2670.492188
	Iteration 6Q: 3 clusters Score -417541.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -417656.000000 Penalty: 2670.492188
	Iteration 7Q: 3 clusters Score -417656 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -417788.062500 Penalty: 2670.492188
	Iteration 8Q: 3 clusters Score -417788.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -417924.562500 Penalty: 2670.492188
	Iteration 9Q: 3 clusters Score -417924.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -418060.656250 Penalty: 2670.492188
	Iteration 10Q: 3 clusters Score -418060.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -418162.812500 Penalty: 2670.492188
	Iteration 11Q: 3 clusters Score -418162.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -418234.343750 Penalty: 2670.492188
	Iteration 12Q: 3 clusters Score -418234.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -418274.531250 Penalty: 2670.492188
	Iteration 13Q: 3 clusters Score -418274.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -418301.250000 Penalty: 2670.492188
	Iteration 14Q: 3 clusters Score -418301.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -418320.062500 Penalty: 2670.492188
	Iteration 15Q: 3 clusters Score -418320.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -418329.343750 Penalty: 2670.492188
	Iteration 16Q: 3 clusters Score -418329.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -418335.750000 Penalty: 2670.492188
	Iteration 17Q: 3 clusters Score -418335.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -418340.156250 Penalty: 2670.492188
	Iteration 18Q: 3 clusters Score -418340.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -418346.125000 Penalty: 2670.492188
	Iteration 19Q: 3 clusters Score -418346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -418358.593750 Penalty: 2670.492188
	Iteration 20F: 3 clusters Score -418358.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -418443.156250 Penalty: 2670.492188
	Iteration 21Q: 3 clusters Score -418443.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -418474.031250 Penalty: 2670.492188
	Iteration 22Q: 3 clusters Score -418474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -418504.843750 Penalty: 2670.492188
	Iteration 23Q: 3 clusters Score -418504.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -418523.218750 Penalty: 2670.492188
	Iteration 24Q: 3 clusters Score -418523.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -418537.593750 Penalty: 2670.492188
	Iteration 25Q: 3 clusters Score -418537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -418544.656250 Penalty: 2670.492188
	Iteration 26Q: 3 clusters Score -418544.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -418549.968750 Penalty: 2670.492188
	Iteration 27Q: 3 clusters Score -418550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -418556.187500 Penalty: 2670.492188
	Iteration 28Q: 3 clusters Score -418556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -418559.062500 Penalty: 2670.492188
	Iteration 29Q: 3 clusters Score -418559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -418560.312500 Penalty: 2670.492188
	Iteration 30Q: 3 clusters Score -418560.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -418560.312500 Penalty: 2670.492188
	Iteration 31F: 3 clusters Score -418560.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Entering Unmasked Estep 
Score: -1143054.125000 Penalty: 1494.882935
	Iteration 0F: 2 clusters Score -1143054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1135929.500000 Penalty: 2989.765869
	Iteration 0F: 3 clusters Score -1135930 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1138272.375000 Penalty: 2989.765869
	Iteration 1F: 3 clusters Score -1138272 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1138577.375000 Penalty: 2989.765869
	Iteration 2F: 3 clusters Score -1138577 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1138891.875000 Penalty: 2989.765869
	Iteration 3F: 3 clusters Score -1138892 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1139272.125000 Penalty: 2989.765869
	Iteration 4F: 3 clusters Score -1139272 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1139707.750000 Penalty: 2989.765869
	Iteration 5F: 3 clusters Score -1139708 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1140167.125000 Penalty: 2989.765869
	Iteration 6F: 3 clusters Score -1140167 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1140586.250000 Penalty: 2989.765869
	Iteration 7F: 3 clusters Score -1140586 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1140956.500000 Penalty: 2989.765869
	Iteration 8Q: 3 clusters Score -1140956 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1141172.250000 Penalty: 2989.765869
	Iteration 9Q: 3 clusters Score -1141172 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1141306.375000 Penalty: 2989.765869
	Iteration 10Q: 3 clusters Score -1141306 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1141411.125000 Penalty: 2989.765869
	Iteration 11Q: 3 clusters Score -1141411 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1141485.750000 Penalty: 2989.765869
	Iteration 12Q: 3 clusters Score -1141486 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1141534.000000 Penalty: 2989.765869
	Iteration 13Q: 3 clusters Score -1141534 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1141583.000000 Penalty: 2989.765869
	Iteration 14Q: 3 clusters Score -1141583 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1141618.125000 Penalty: 2989.765869
	Iteration 15Q: 3 clusters Score -1141618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1141646.250000 Penalty: 2989.765869
	Iteration 16Q: 3 clusters Score -1141646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1141670.750000 Penalty: 2989.765869
	Iteration 17Q: 3 clusters Score -1141671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1141690.125000 Penalty: 2989.765869
	Iteration 18Q: 3 clusters Score -1141690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1141703.625000 Penalty: 2989.765869
	Iteration 19Q: 3 clusters Score -1141704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1141718.500000 Penalty: 2989.765869
	Iteration 20F: 3 clusters Score -1141718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1141727.375000 Penalty: 2989.765869
	Iteration 21Q: 3 clusters Score -1141727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1141731.375000 Penalty: 2989.765869
	Iteration 22Q: 3 clusters Score -1141731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1141736.500000 Penalty: 2989.765869
	Iteration 23Q: 3 clusters Score -1141736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1141737.750000 Penalty: 2989.765869
	Iteration 24Q: 3 clusters Score -1141738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1141741.250000 Penalty: 2989.765869
	Iteration 25Q: 3 clusters Score -1141741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1141741.000000 Penalty: 2989.765869
	Iteration 26Q: 3 clusters Score -1141741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1141746.500000 Penalty: 2989.765869
	Iteration 27Q: 3 clusters Score -1141746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1141746.125000 Penalty: 2989.765869
	Iteration 28Q: 3 clusters Score -1141746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1141746.250000 Penalty: 2989.765869
	Iteration 29Q: 3 clusters Score -1141746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1141746.250000 Penalty: 2989.765869
	Iteration 30F: 3 clusters Score -1141746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Entering Unmasked Estep 
Score: -2533107.750000 Penalty: 1624.679077
	Iteration 0F: 2 clusters Score -2533108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2518025.000000 Penalty: 3249.358154
	Iteration 0F: 3 clusters Score -2518025 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2523693.500000 Penalty: 3249.358154
	Iteration 1F: 3 clusters Score -2523694 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2524126.000000 Penalty: 3249.358154
	Iteration 2F: 3 clusters Score -2524126 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2524553.750000 Penalty: 3249.358154
	Iteration 3F: 3 clusters Score -2524554 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2525121.500000 Penalty: 3249.358154
	Iteration 4F: 3 clusters Score -2525122 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2525911.750000 Penalty: 3249.358154
	Iteration 5F: 3 clusters Score -2525912 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2526977.250000 Penalty: 3249.358154
	Iteration 6F: 3 clusters Score -2526977 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2528305.750000 Penalty: 3249.358154
	Iteration 7F: 3 clusters Score -2528306 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2529509.500000 Penalty: 3249.358154
	Iteration 8F: 3 clusters Score -2529510 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2530396.750000 Penalty: 3249.358154
	Iteration 9Q: 3 clusters Score -2530397 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2530895.250000 Penalty: 3249.358154
	Iteration 10Q: 3 clusters Score -2530895 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2531224.750000 Penalty: 3249.358154
	Iteration 11Q: 3 clusters Score -2531225 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2531425.500000 Penalty: 3249.358154
	Iteration 12Q: 3 clusters Score -2531426 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2531539.250000 Penalty: 3249.358154
	Iteration 13Q: 3 clusters Score -2531539 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2531613.500000 Penalty: 3249.358154
	Iteration 14Q: 3 clusters Score -2531614 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2531661.000000 Penalty: 3249.358154
	Iteration 15Q: 3 clusters Score -2531661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2531684.750000 Penalty: 3249.358154
	Iteration 16Q: 3 clusters Score -2531685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2531700.750000 Penalty: 3249.358154
	Iteration 17Q: 3 clusters Score -2531701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2531712.500000 Penalty: 3249.358154
	Iteration 18Q: 3 clusters Score -2531712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2531716.250000 Penalty: 3249.358154
	Iteration 19Q: 3 clusters Score -2531716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2531719.250000 Penalty: 3249.358154
	Iteration 20F: 3 clusters Score -2531719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2531724.250000 Penalty: 3249.358154
	Iteration 21Q: 3 clusters Score -2531724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2531725.750000 Penalty: 3249.358154
	Iteration 22Q: 3 clusters Score -2531726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -2531728.500000 Penalty: 3249.358154
	Iteration 23Q: 3 clusters Score -2531728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2531729.500000 Penalty: 3249.358154
	Iteration 24Q: 3 clusters Score -2531730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2531732.750000 Penalty: 3249.358154
	Iteration 25Q: 3 clusters Score -2531733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2531732.000000 Penalty: 3249.358154
	Iteration 26Q: 3 clusters Score -2531732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -2531733.250000 Penalty: 3249.358154
	Iteration 27Q: 3 clusters Score -2531733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2531732.750000 Penalty: 3249.358154
	Iteration 28Q: 3 clusters Score -2531733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2531732.750000 Penalty: 3249.358154
	Iteration 29F: 3 clusters Score -2531733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Entering Unmasked Estep 
Score: -1548061.000000 Penalty: 1543.984375
	Iteration 0F: 2 clusters Score -1548061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1538710.000000 Penalty: 3087.968750
	Iteration 0F: 3 clusters Score -1538710 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1541892.000000 Penalty: 3087.968750
	Iteration 1F: 3 clusters Score -1541892 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1542234.000000 Penalty: 3087.968750
	Iteration 2F: 3 clusters Score -1542234 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1542540.500000 Penalty: 3087.968750
	Iteration 3F: 3 clusters Score -1542540 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1542826.250000 Penalty: 3087.968750
	Iteration 4Q: 3 clusters Score -1542826 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1543151.625000 Penalty: 3087.968750
	Iteration 5Q: 3 clusters Score -1543152 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1543507.125000 Penalty: 3087.968750
	Iteration 6Q: 3 clusters Score -1543507 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1543879.625000 Penalty: 3087.968750
	Iteration 7Q: 3 clusters Score -1543880 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1544288.875000 Penalty: 3087.968750
	Iteration 8Q: 3 clusters Score -1544289 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1544662.250000 Penalty: 3087.968750
	Iteration 9Q: 3 clusters Score -1544662 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1545024.750000 Penalty: 3087.968750
	Iteration 10Q: 3 clusters Score -1545025 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1545380.250000 Penalty: 3087.968750
	Iteration 11Q: 3 clusters Score -1545380 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1545707.875000 Penalty: 3087.968750
	Iteration 12Q: 3 clusters Score -1545708 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1545997.125000 Penalty: 3087.968750
	Iteration 13Q: 3 clusters Score -1545997 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1546243.875000 Penalty: 3087.968750
	Iteration 14Q: 3 clusters Score -1546244 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1546422.500000 Penalty: 3087.968750
	Iteration 15Q: 3 clusters Score -1546422 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1546543.625000 Penalty: 3087.968750
	Iteration 16Q: 3 clusters Score -1546544 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1546617.000000 Penalty: 3087.968750
	Iteration 17Q: 3 clusters Score -1546617 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1546683.875000 Penalty: 3087.968750
	Iteration 18Q: 3 clusters Score -1546684 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1546732.000000 Penalty: 3087.968750
	Iteration 19Q: 3 clusters Score -1546732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1546781.000000 Penalty: 3087.968750
	Iteration 20F: 3 clusters Score -1546781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1546816.250000 Penalty: 3087.968750
	Iteration 21Q: 3 clusters Score -1546816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1546847.250000 Penalty: 3087.968750
	Iteration 22Q: 3 clusters Score -1546847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1546865.875000 Penalty: 3087.968750
	Iteration 23Q: 3 clusters Score -1546866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1546882.875000 Penalty: 3087.968750
	Iteration 24Q: 3 clusters Score -1546883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1546890.625000 Penalty: 3087.968750
	Iteration 25Q: 3 clusters Score -1546891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1546893.500000 Penalty: 3087.968750
	Iteration 26Q: 3 clusters Score -1546894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1546894.125000 Penalty: 3087.968750
	Iteration 27Q: 3 clusters Score -1546894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1546895.625000 Penalty: 3087.968750
	Iteration 28Q: 3 clusters Score -1546896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1546897.500000 Penalty: 3087.968750
	Iteration 29Q: 3 clusters Score -1546898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1546897.500000 Penalty: 3087.968750
	Iteration 30F: 3 clusters Score -1546898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Entering Unmasked Estep 
Score: -185465.750000 Penalty: 1196.738892
	Iteration 0F: 2 clusters Score -185465.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -183622.906250 Penalty: 2393.477783
	Iteration 0F: 3 clusters Score -183622.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -183964.875000 Penalty: 2393.477783
	Iteration 1F: 3 clusters Score -183964.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -184055.578125 Penalty: 2393.477783
	Iteration 2F: 3 clusters Score -184055.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -184102.984375 Penalty: 2393.477783
	Iteration 3Q: 3 clusters Score -184103 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -184136.921875 Penalty: 2393.477783
	Iteration 4Q: 3 clusters Score -184136.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -184163.609375 Penalty: 2393.477783
	Iteration 5Q: 3 clusters Score -184163.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -184183.734375 Penalty: 2393.477783
	Iteration 6Q: 3 clusters Score -184183.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -184196.421875 Penalty: 2393.477783
	Iteration 7Q: 3 clusters Score -184196.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -184205.078125 Penalty: 2393.477783
	Iteration 8Q: 3 clusters Score -184205.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -184216.734375 Penalty: 2393.477783
	Iteration 9Q: 3 clusters Score -184216.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -184226.312500 Penalty: 2393.477783
	Iteration 10Q: 3 clusters Score -184226.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -184232.468750 Penalty: 2393.477783
	Iteration 11Q: 3 clusters Score -184232.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -184239.343750 Penalty: 2393.477783
	Iteration 12Q: 3 clusters Score -184239.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -184243.171875 Penalty: 2393.477783
	Iteration 13Q: 3 clusters Score -184243.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -184246.312500 Penalty: 2393.477783
	Iteration 14Q: 3 clusters Score -184246.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -184248.046875 Penalty: 2393.477783
	Iteration 15Q: 3 clusters Score -184248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -184249.859375 Penalty: 2393.477783
	Iteration 16Q: 3 clusters Score -184249.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -184251.875000 Penalty: 2393.477783
	Iteration 17Q: 3 clusters Score -184251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -184253.703125 Penalty: 2393.477783
	Iteration 18Q: 3 clusters Score -184253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -184257.750000 Penalty: 2393.477783
	Iteration 19Q: 3 clusters Score -184257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -184261.796875 Penalty: 2393.477783
	Iteration 20F: 3 clusters Score -184261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -184264.359375 Penalty: 2393.477783
	Iteration 21Q: 3 clusters Score -184264.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -184268.000000 Penalty: 2393.477783
	Iteration 22Q: 3 clusters Score -184268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -184272.687500 Penalty: 2393.477783
	Iteration 23Q: 3 clusters Score -184272.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -184278.109375 Penalty: 2393.477783
	Iteration 24Q: 3 clusters Score -184278.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -184283.921875 Penalty: 2393.477783
	Iteration 25Q: 3 clusters Score -184283.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -184287.953125 Penalty: 2393.477783
	Iteration 26Q: 3 clusters Score -184288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -184289.078125 Penalty: 2393.477783
	Iteration 27Q: 3 clusters Score -184289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -184289.953125 Penalty: 2393.477783
	Iteration 28Q: 3 clusters Score -184290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -184289.953125 Penalty: 2393.477783
	Iteration 29F: 3 clusters Score -184290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Entering Unmasked Estep 
Score: -819352.562500 Penalty: 1441.277222
	Iteration 0F: 2 clusters Score -819352.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -814025.062500 Penalty: 2882.554443
	Iteration 0F: 3 clusters Score -814025.1 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -815582.812500 Penalty: 2882.554443
	Iteration 1F: 3 clusters Score -815582.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -815776.312500 Penalty: 2882.554443
	Iteration 2F: 3 clusters Score -815776.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -815920.562500 Penalty: 2882.554443
	Iteration 3Q: 3 clusters Score -815920.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -816073.625000 Penalty: 2882.554443
	Iteration 4Q: 3 clusters Score -816073.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -816265.062500 Penalty: 2882.554443
	Iteration 5Q: 3 clusters Score -816265.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -816488.687500 Penalty: 2882.554443
	Iteration 6Q: 3 clusters Score -816488.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -816773.000000 Penalty: 2882.554443
	Iteration 7Q: 3 clusters Score -816773 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -817119.375000 Penalty: 2882.554443
	Iteration 8F: 3 clusters Score -817119.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -817489.250000 Penalty: 2882.554443
	Iteration 9F: 3 clusters Score -817489.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -817824.500000 Penalty: 2882.554443
	Iteration 10F: 3 clusters Score -817824.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -818092.437500 Penalty: 2882.554443
	Iteration 11Q: 3 clusters Score -818092.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -818286.375000 Penalty: 2882.554443
	Iteration 12Q: 3 clusters Score -818286.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -818422.125000 Penalty: 2882.554443
	Iteration 13Q: 3 clusters Score -818422.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -818515.875000 Penalty: 2882.554443
	Iteration 14Q: 3 clusters Score -818515.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -818591.062500 Penalty: 2882.554443
	Iteration 15Q: 3 clusters Score -818591.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -818655.250000 Penalty: 2882.554443
	Iteration 16Q: 3 clusters Score -818655.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -818712.687500 Penalty: 2882.554443
	Iteration 17Q: 3 clusters Score -818712.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -818745.062500 Penalty: 2882.554443
	Iteration 18Q: 3 clusters Score -818745.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -818765.500000 Penalty: 2882.554443
	Iteration 19Q: 3 clusters Score -818765.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -818778.750000 Penalty: 2882.554443
	Iteration 20F: 3 clusters Score -818778.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -818788.437500 Penalty: 2882.554443
	Iteration 21Q: 3 clusters Score -818788.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -818794.937500 Penalty: 2882.554443
	Iteration 22Q: 3 clusters Score -818794.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -818799.000000 Penalty: 2882.554443
	Iteration 23Q: 3 clusters Score -818799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -818804.812500 Penalty: 2882.554443
	Iteration 24Q: 3 clusters Score -818804.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -818805.875000 Penalty: 2882.554443
	Iteration 25Q: 3 clusters Score -818805.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -818806.937500 Penalty: 2882.554443
	Iteration 26Q: 3 clusters Score -818806.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -818808.750000 Penalty: 2882.554443
	Iteration 27Q: 3 clusters Score -818808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -818808.875000 Penalty: 2882.554443
	Iteration 28Q: 3 clusters Score -818808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -818810.000000 Penalty: 2882.554443
	Iteration 29Q: 3 clusters Score -818810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -818809.625000 Penalty: 2882.554443
	Iteration 30Q: 3 clusters Score -818809.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -818809.062500 Penalty: 2882.554443
	Iteration 31Q: 3 clusters Score -818809.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -818809.062500 Penalty: 2882.554443
	Iteration 32F: 3 clusters Score -818809.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (82304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Entering Unmasked Estep 
Score: -9602126.000000 Penalty: 1839.203491
	Iteration 0F: 2 clusters Score -9602126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -9547617.000000 Penalty: 3678.406982
	Iteration 0F: 3 clusters Score -9547617 nChanged 39419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -9570318.000000 Penalty: 3678.406982
	Iteration 1F: 3 clusters Score -9570318 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -9570679.000000 Penalty: 3678.406982
	Iteration 2Q: 3 clusters Score -9570679 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -9571060.000000 Penalty: 3678.406982
	Iteration 3Q: 3 clusters Score -9571060 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -9571513.000000 Penalty: 3678.406982
	Iteration 4Q: 3 clusters Score -9571513 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -9572099.000000 Penalty: 3678.406982
	Iteration 5Q: 3 clusters Score -9572099 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -9572884.000000 Penalty: 3678.406982
	Iteration 6Q: 3 clusters Score -9572884 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -9574324.000000 Penalty: 3678.406982
	Iteration 7Q: 3 clusters Score -9574324 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -9576916.000000 Penalty: 3678.406982
	Iteration 8F: 3 clusters Score -9576916 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -9581026.000000 Penalty: 3678.406982
	Iteration 9F: 3 clusters Score -9581026 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -9586154.000000 Penalty: 3678.406982
	Iteration 10F: 3 clusters Score -9586154 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71460 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -9591256.000000 Penalty: 3678.406982
	Iteration 11F: 3 clusters Score -9591256 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75328 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -9594962.000000 Penalty: 3678.406982
	Iteration 12Q: 3 clusters Score -9594962 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -9597172.000000 Penalty: 3678.406982
	Iteration 13Q: 3 clusters Score -9597172 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79461 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -9598506.000000 Penalty: 3678.406982
	Iteration 14Q: 3 clusters Score -9598506 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80528 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9599377.000000 Penalty: 3678.406982
	Iteration 15Q: 3 clusters Score -9599377 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9599841.000000 Penalty: 3678.406982
	Iteration 16Q: 3 clusters Score -9599841 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9600128.000000 Penalty: 3678.406982
	Iteration 17Q: 3 clusters Score -9600128 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9600257.000000 Penalty: 3678.406982
	Iteration 18Q: 3 clusters Score -9600257 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81868 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9600360.000000 Penalty: 3678.406982
	Iteration 19Q: 3 clusters Score -9600360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81934 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9600428.000000 Penalty: 3678.406982
	Iteration 20F: 3 clusters Score -9600428 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81986 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9600475.000000 Penalty: 3678.406982
	Iteration 21Q: 3 clusters Score -9600475 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9600512.000000 Penalty: 3678.406982
	Iteration 22Q: 3 clusters Score -9600512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9600530.000000 Penalty: 3678.406982
	Iteration 23Q: 3 clusters Score -9600530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9600536.000000 Penalty: 3678.406982
	Iteration 24Q: 3 clusters Score -9600536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9600549.000000 Penalty: 3678.406982
	Iteration 25Q: 3 clusters Score -9600549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9600549.000000 Penalty: 3678.406982
	Iteration 26Q: 3 clusters Score -9600549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9600547.000000 Penalty: 3678.406982
	Iteration 27Q: 3 clusters Score -9600547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9600550.000000 Penalty: 3678.406982
	Iteration 28Q: 3 clusters Score -9600550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9600553.000000 Penalty: 3678.406982
	Iteration 29Q: 3 clusters Score -9600553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9600554.000000 Penalty: 3678.406982
	Iteration 30Q: 3 clusters Score -9600554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9600556.000000 Penalty: 3678.406982
	Iteration 31Q: 3 clusters Score -9600556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9600556.000000 Penalty: 3678.406982
	Iteration 32Q: 3 clusters Score -9600556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9600558.000000 Penalty: 3678.406982
	Iteration 33Q: 3 clusters Score -9600558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9600558.000000 Penalty: 3678.406982
	Iteration 34F: 3 clusters Score -9600558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Entering Unmasked Estep 
Score: -5414273.000000 Penalty: 1748.863037
	Iteration 0F: 2 clusters Score -5414273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -5382711.500000 Penalty: 3497.726074
	Iteration 0F: 3 clusters Score -5382712 nChanged 22250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -5395274.500000 Penalty: 3497.726074
	Iteration 1F: 3 clusters Score -5395274 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -5395752.000000 Penalty: 3497.726074
	Iteration 2Q: 3 clusters Score -5395752 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -5396204.000000 Penalty: 3497.726074
	Iteration 3Q: 3 clusters Score -5396204 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -5396663.500000 Penalty: 3497.726074
	Iteration 4Q: 3 clusters Score -5396664 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -5397086.500000 Penalty: 3497.726074
	Iteration 5Q: 3 clusters Score -5397086 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -5397498.500000 Penalty: 3497.726074
	Iteration 6Q: 3 clusters Score -5397498 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -5397910.500000 Penalty: 3497.726074
	Iteration 7Q: 3 clusters Score -5397910 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -5398288.000000 Penalty: 3497.726074
	Iteration 8Q: 3 clusters Score -5398288 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -5398647.000000 Penalty: 3497.726074
	Iteration 9Q: 3 clusters Score -5398647 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -5398952.000000 Penalty: 3497.726074
	Iteration 10Q: 3 clusters Score -5398952 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -5399237.000000 Penalty: 3497.726074
	Iteration 11Q: 3 clusters Score -5399237 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -5399506.000000 Penalty: 3497.726074
	Iteration 12Q: 3 clusters Score -5399506 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -5399728.500000 Penalty: 3497.726074
	Iteration 13Q: 3 clusters Score -5399728 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -5399977.500000 Penalty: 3497.726074
	Iteration 14Q: 3 clusters Score -5399978 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -5400295.500000 Penalty: 3497.726074
	Iteration 15Q: 3 clusters Score -5400296 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5400628.000000 Penalty: 3497.726074
	Iteration 16Q: 3 clusters Score -5400628 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -5401098.500000 Penalty: 3497.726074
	Iteration 17Q: 3 clusters Score -5401098 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -5401671.000000 Penalty: 3497.726074
	Iteration 18Q: 3 clusters Score -5401671 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -5402435.000000 Penalty: 3497.726074
	Iteration 19Q: 3 clusters Score -5402435 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -5403350.500000 Penalty: 3497.726074
	Iteration 20F: 3 clusters Score -5403350 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -5404320.000000 Penalty: 3497.726074
	Iteration 21Q: 3 clusters Score -5404320 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -5405344.500000 Penalty: 3497.726074
	Iteration 22Q: 3 clusters Score -5405344 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -5406317.500000 Penalty: 3497.726074
	Iteration 23Q: 3 clusters Score -5406318 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -5407172.500000 Penalty: 3497.726074
	Iteration 24Q: 3 clusters Score -5407172 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -5407722.500000 Penalty: 3497.726074
	Iteration 25Q: 3 clusters Score -5407722 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -5408189.000000 Penalty: 3497.726074
	Iteration 26Q: 3 clusters Score -5408189 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -5408567.000000 Penalty: 3497.726074
	Iteration 27Q: 3 clusters Score -5408567 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -5408915.500000 Penalty: 3497.726074
	Iteration 28Q: 3 clusters Score -5408916 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -5409230.500000 Penalty: 3497.726074
	Iteration 29Q: 3 clusters Score -5409230 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -5409595.000000 Penalty: 3497.726074
	Iteration 30Q: 3 clusters Score -5409595 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -5409904.500000 Penalty: 3497.726074
	Iteration 31Q: 3 clusters Score -5409904 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -5410200.000000 Penalty: 3497.726074
	Iteration 32Q: 3 clusters Score -5410200 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5410494.500000 Penalty: 3497.726074
	Iteration 33Q: 3 clusters Score -5410494 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -5410830.500000 Penalty: 3497.726074
	Iteration 34Q: 3 clusters Score -5410830 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5411155.500000 Penalty: 3497.726074
	Iteration 35Q: 3 clusters Score -5411156 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5411452.500000 Penalty: 3497.726074
	Iteration 36Q: 3 clusters Score -5411452 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5411737.500000 Penalty: 3497.726074
	Iteration 37Q: 3 clusters Score -5411738 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5412012.000000 Penalty: 3497.726074
	Iteration 38Q: 3 clusters Score -5412012 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5412200.000000 Penalty: 3497.726074
	Iteration 39Q: 3 clusters Score -5412200 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5412332.000000 Penalty: 3497.726074
	Iteration 40F: 3 clusters Score -5412332 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5412446.000000 Penalty: 3497.726074
	Iteration 41Q: 3 clusters Score -5412446 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5412525.000000 Penalty: 3497.726074
	Iteration 42Q: 3 clusters Score -5412525 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5412591.000000 Penalty: 3497.726074
	Iteration 43Q: 3 clusters Score -5412591 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5412628.000000 Penalty: 3497.726074
	Iteration 44Q: 3 clusters Score -5412628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5412655.000000 Penalty: 3497.726074
	Iteration 45Q: 3 clusters Score -5412655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5412691.500000 Penalty: 3497.726074
	Iteration 46Q: 3 clusters Score -5412692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5412713.000000 Penalty: 3497.726074
	Iteration 47Q: 3 clusters Score -5412713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5412721.000000 Penalty: 3497.726074
	Iteration 48Q: 3 clusters Score -5412721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5412730.500000 Penalty: 3497.726074
	Iteration 49Q: 3 clusters Score -5412730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5412741.500000 Penalty: 3497.726074
	Iteration 50Q: 3 clusters Score -5412742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5412750.000000 Penalty: 3497.726074
	Iteration 51Q: 3 clusters Score -5412750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5412760.500000 Penalty: 3497.726074
	Iteration 52Q: 3 clusters Score -5412760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5412773.500000 Penalty: 3497.726074
	Iteration 53Q: 3 clusters Score -5412774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5412769.500000 Penalty: 3497.726074
	Iteration 54Q: 3 clusters Score -5412770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5412775.500000 Penalty: 3497.726074
	Iteration 55Q: 3 clusters Score -5412776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5412779.500000 Penalty: 3497.726074
	Iteration 56Q: 3 clusters Score -5412780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5412779.500000 Penalty: 3497.726074
	Iteration 57F: 3 clusters Score -5412780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Entering Unmasked Estep 
Score: -812548.687500 Penalty: 1438.139160
	Iteration 0F: 2 clusters Score -812548.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -807321.562500 Penalty: 2876.278320
	Iteration 0F: 3 clusters Score -807321.6 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -808828.187500 Penalty: 2876.278320
	Iteration 1F: 3 clusters Score -808828.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -809010.625000 Penalty: 2876.278320
	Iteration 2F: 3 clusters Score -809010.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -809161.562500 Penalty: 2876.278320
	Iteration 3Q: 3 clusters Score -809161.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -809304.250000 Penalty: 2876.278320
	Iteration 4Q: 3 clusters Score -809304.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -809429.500000 Penalty: 2876.278320
	Iteration 5Q: 3 clusters Score -809429.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -809563.562500 Penalty: 2876.278320
	Iteration 6Q: 3 clusters Score -809563.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -809736.937500 Penalty: 2876.278320
	Iteration 7Q: 3 clusters Score -809736.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -809879.375000 Penalty: 2876.278320
	Iteration 8Q: 3 clusters Score -809879.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -810034.000000 Penalty: 2876.278320
	Iteration 9Q: 3 clusters Score -810034 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -810196.312500 Penalty: 2876.278320
	Iteration 10Q: 3 clusters Score -810196.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -810347.437500 Penalty: 2876.278320
	Iteration 11Q: 3 clusters Score -810347.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -810489.625000 Penalty: 2876.278320
	Iteration 12Q: 3 clusters Score -810489.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -810620.625000 Penalty: 2876.278320
	Iteration 13Q: 3 clusters Score -810620.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -810718.312500 Penalty: 2876.278320
	Iteration 14Q: 3 clusters Score -810718.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -810800.000000 Penalty: 2876.278320
	Iteration 15Q: 3 clusters Score -810800 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -810888.062500 Penalty: 2876.278320
	Iteration 16Q: 3 clusters Score -810888.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -810962.125000 Penalty: 2876.278320
	Iteration 17Q: 3 clusters Score -810962.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -811024.062500 Penalty: 2876.278320
	Iteration 18Q: 3 clusters Score -811024.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -811069.312500 Penalty: 2876.278320
	Iteration 19Q: 3 clusters Score -811069.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -811107.500000 Penalty: 2876.278320
	Iteration 20F: 3 clusters Score -811107.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -811140.437500 Penalty: 2876.278320
	Iteration 21Q: 3 clusters Score -811140.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -811169.500000 Penalty: 2876.278320
	Iteration 22Q: 3 clusters Score -811169.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -811188.187500 Penalty: 2876.278320
	Iteration 23Q: 3 clusters Score -811188.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -811198.937500 Penalty: 2876.278320
	Iteration 24Q: 3 clusters Score -811198.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -811213.437500 Penalty: 2876.278320
	Iteration 25Q: 3 clusters Score -811213.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -811224.125000 Penalty: 2876.278320
	Iteration 26Q: 3 clusters Score -811224.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -811238.187500 Penalty: 2876.278320
	Iteration 27Q: 3 clusters Score -811238.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -811248.687500 Penalty: 2876.278320
	Iteration 28Q: 3 clusters Score -811248.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -811262.187500 Penalty: 2876.278320
	Iteration 29Q: 3 clusters Score -811262.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -811268.625000 Penalty: 2876.278320
	Iteration 30Q: 3 clusters Score -811268.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -811273.125000 Penalty: 2876.278320
	Iteration 31Q: 3 clusters Score -811273.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -811276.750000 Penalty: 2876.278320
	Iteration 32Q: 3 clusters Score -811276.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -811282.375000 Penalty: 2876.278320
	Iteration 33Q: 3 clusters Score -811282.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -811290.000000 Penalty: 2876.278320
	Iteration 34Q: 3 clusters Score -811290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -811292.062500 Penalty: 2876.278320
	Iteration 35Q: 3 clusters Score -811292.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -811295.937500 Penalty: 2876.278320
	Iteration 36Q: 3 clusters Score -811295.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -811300.687500 Penalty: 2876.278320
	Iteration 37Q: 3 clusters Score -811300.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -811307.250000 Penalty: 2876.278320
	Iteration 38Q: 3 clusters Score -811307.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -811312.375000 Penalty: 2876.278320
	Iteration 39Q: 3 clusters Score -811312.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -811316.000000 Penalty: 2876.278320
	Iteration 40F: 3 clusters Score -811316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -811317.687500 Penalty: 2876.278320
	Iteration 41Q: 3 clusters Score -811317.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -811318.625000 Penalty: 2876.278320
	Iteration 42Q: 3 clusters Score -811318.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -811318.937500 Penalty: 2876.278320
	Iteration 43Q: 3 clusters Score -811318.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -811322.937500 Penalty: 2876.278320
	Iteration 44Q: 3 clusters Score -811322.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -811325.500000 Penalty: 2876.278320
	Iteration 45Q: 3 clusters Score -811325.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -811328.562500 Penalty: 2876.278320
	Iteration 46Q: 3 clusters Score -811328.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -811329.750000 Penalty: 2876.278320
	Iteration 47Q: 3 clusters Score -811329.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -811333.687500 Penalty: 2876.278320
	Iteration 48Q: 3 clusters Score -811333.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -811336.375000 Penalty: 2876.278320
	Iteration 49Q: 3 clusters Score -811336.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -811339.000000 Penalty: 2876.278320
	Iteration 50Q: 3 clusters Score -811339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -811341.875000 Penalty: 2876.278320
	Iteration 51Q: 3 clusters Score -811341.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -811343.500000 Penalty: 2876.278320
	Iteration 52Q: 3 clusters Score -811343.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -811345.625000 Penalty: 2876.278320
	Iteration 53Q: 3 clusters Score -811345.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -811347.500000 Penalty: 2876.278320
	Iteration 54Q: 3 clusters Score -811347.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -811348.312500 Penalty: 2876.278320
	Iteration 55Q: 3 clusters Score -811348.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -811349.875000 Penalty: 2876.278320
	Iteration 56Q: 3 clusters Score -811349.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -811351.562500 Penalty: 2876.278320
	Iteration 57Q: 3 clusters Score -811351.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -811352.437500 Penalty: 2876.278320
	Iteration 58Q: 3 clusters Score -811352.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -811353.687500 Penalty: 2876.278320
	Iteration 59Q: 3 clusters Score -811353.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -811356.062500 Penalty: 2876.278320
	Iteration 60F: 3 clusters Score -811356.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -811358.812500 Penalty: 2876.278320
	Iteration 61Q: 3 clusters Score -811358.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -811362.562500 Penalty: 2876.278320
	Iteration 62Q: 3 clusters Score -811362.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -811368.750000 Penalty: 2876.278320
	Iteration 63Q: 3 clusters Score -811368.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -811371.000000 Penalty: 2876.278320
	Iteration 64Q: 3 clusters Score -811371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -811372.062500 Penalty: 2876.278320
	Iteration 65Q: 3 clusters Score -811372.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -811375.562500 Penalty: 2876.278320
	Iteration 66Q: 3 clusters Score -811375.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -811377.312500 Penalty: 2876.278320
	Iteration 67Q: 3 clusters Score -811377.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -811377.937500 Penalty: 2876.278320
	Iteration 68Q: 3 clusters Score -811377.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -811379.312500 Penalty: 2876.278320
	Iteration 69Q: 3 clusters Score -811379.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -811379.250000 Penalty: 2876.278320
	Iteration 70Q: 3 clusters Score -811379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -811378.312500 Penalty: 2876.278320
	Iteration 71Q: 3 clusters Score -811378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -811379.250000 Penalty: 2876.278320
	Iteration 72Q: 3 clusters Score -811379.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -811380.000000 Penalty: 2876.278320
	Iteration 73Q: 3 clusters Score -811380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -811380.875000 Penalty: 2876.278320
	Iteration 74Q: 3 clusters Score -811380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -811380.875000 Penalty: 2876.278320
	Iteration 75F: 3 clusters Score -811380.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Entering Unmasked Estep 
Score: -3154188.500000 Penalty: 1659.151489
	Iteration 0F: 2 clusters Score -3154188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3135918.500000 Penalty: 3318.302979
	Iteration 0F: 3 clusters Score -3135918 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3142884.000000 Penalty: 3318.302979
	Iteration 1F: 3 clusters Score -3142884 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3143300.000000 Penalty: 3318.302979
	Iteration 2Q: 3 clusters Score -3143300 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3143771.000000 Penalty: 3318.302979
	Iteration 3Q: 3 clusters Score -3143771 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3144468.750000 Penalty: 3318.302979
	Iteration 4F: 3 clusters Score -3144469 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3145521.000000 Penalty: 3318.302979
	Iteration 5F: 3 clusters Score -3145521 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -3146902.000000 Penalty: 3318.302979
	Iteration 6F: 3 clusters Score -3146902 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -3148427.750000 Penalty: 3318.302979
	Iteration 7F: 3 clusters Score -3148428 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3149786.250000 Penalty: 3318.302979
	Iteration 8F: 3 clusters Score -3149786 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3150814.750000 Penalty: 3318.302979
	Iteration 9Q: 3 clusters Score -3150815 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3151455.000000 Penalty: 3318.302979
	Iteration 10Q: 3 clusters Score -3151455 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3151845.500000 Penalty: 3318.302979
	Iteration 11Q: 3 clusters Score -3151846 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3152091.750000 Penalty: 3318.302979
	Iteration 12Q: 3 clusters Score -3152092 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3152215.250000 Penalty: 3318.302979
	Iteration 13Q: 3 clusters Score -3152215 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3152293.000000 Penalty: 3318.302979
	Iteration 14Q: 3 clusters Score -3152293 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3152351.500000 Penalty: 3318.302979
	Iteration 15Q: 3 clusters Score -3152352 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3152420.000000 Penalty: 3318.302979
	Iteration 16Q: 3 clusters Score -3152420 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3152479.000000 Penalty: 3318.302979
	Iteration 17Q: 3 clusters Score -3152479 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3152527.000000 Penalty: 3318.302979
	Iteration 18Q: 3 clusters Score -3152527 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3152553.250000 Penalty: 3318.302979
	Iteration 19Q: 3 clusters Score -3152553 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3152573.250000 Penalty: 3318.302979
	Iteration 20F: 3 clusters Score -3152573 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3152597.750000 Penalty: 3318.302979
	Iteration 21Q: 3 clusters Score -3152598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3152618.250000 Penalty: 3318.302979
	Iteration 22Q: 3 clusters Score -3152618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3152635.750000 Penalty: 3318.302979
	Iteration 23Q: 3 clusters Score -3152636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3152653.750000 Penalty: 3318.302979
	Iteration 24Q: 3 clusters Score -3152654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3152668.000000 Penalty: 3318.302979
	Iteration 25Q: 3 clusters Score -3152668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3152675.500000 Penalty: 3318.302979
	Iteration 26Q: 3 clusters Score -3152676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3152676.000000 Penalty: 3318.302979
	Iteration 27Q: 3 clusters Score -3152676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3152680.500000 Penalty: 3318.302979
	Iteration 28Q: 3 clusters Score -3152680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3152689.500000 Penalty: 3318.302979
	Iteration 29Q: 3 clusters Score -3152690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3152694.250000 Penalty: 3318.302979
	Iteration 30Q: 3 clusters Score -3152694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3152701.000000 Penalty: 3318.302979
	Iteration 31Q: 3 clusters Score -3152701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3152704.250000 Penalty: 3318.302979
	Iteration 32Q: 3 clusters Score -3152704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3152701.500000 Penalty: 3318.302979
	Iteration 33Q: 3 clusters Score -3152702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3152704.500000 Penalty: 3318.302979
	Iteration 34Q: 3 clusters Score -3152704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3152702.000000 Penalty: 3318.302979
	Iteration 35Q: 3 clusters Score -3152702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3152698.000000 Penalty: 3318.302979
	Iteration 36Q: 3 clusters Score -3152698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3152701.250000 Penalty: 3318.302979
	Iteration 37Q: 3 clusters Score -3152701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3152701.000000 Penalty: 3318.302979
	Iteration 38Q: 3 clusters Score -3152701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3152702.250000 Penalty: 3318.302979
	Iteration 39Q: 3 clusters Score -3152702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3152702.750000 Penalty: 3318.302979
	Iteration 40F: 3 clusters Score -3152703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3152703.500000 Penalty: 3318.302979
	Iteration 41Q: 3 clusters Score -3152704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3152705.250000 Penalty: 3318.302979
	Iteration 42Q: 3 clusters Score -3152705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3152704.000000 Penalty: 3318.302979
	Iteration 43Q: 3 clusters Score -3152704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3152702.750000 Penalty: 3318.302979
	Iteration 44Q: 3 clusters Score -3152703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3152703.750000 Penalty: 3318.302979
	Iteration 45Q: 3 clusters Score -3152704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3152702.500000 Penalty: 3318.302979
	Iteration 46Q: 3 clusters Score -3152702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3152704.500000 Penalty: 3318.302979
	Iteration 47Q: 3 clusters Score -3152704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3152704.500000 Penalty: 3318.302979
	Iteration 48F: 3 clusters Score -3152704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (101890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101890 members 
Entering Unmasked Estep 
Score: -11873782.000000 Penalty: 1873.892944
	Iteration 0F: 2 clusters Score -1.187378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -11808803.000000 Penalty: 3747.785889
	Iteration 0F: 3 clusters Score -1.18088e+07 nChanged 48758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -11837429.000000 Penalty: 3747.785889
	Iteration 1F: 3 clusters Score -1.183743e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -11838861.000000 Penalty: 3747.785889
	Iteration 2Q: 3 clusters Score -1.183886e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -11841545.000000 Penalty: 3747.785889
	Iteration 3F: 3 clusters Score -1.184154e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -11846846.000000 Penalty: 3747.785889
	Iteration 4F: 3 clusters Score -1.184685e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -11855055.000000 Penalty: 3747.785889
	Iteration 5F: 3 clusters Score -1.185506e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91941 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -11863852.000000 Penalty: 3747.785889
	Iteration 6F: 3 clusters Score -1.186385e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98447 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -11869300.000000 Penalty: 3747.785889
	Iteration 7F: 3 clusters Score -1.18693e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101009 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11871393.000000 Penalty: 3747.785889
	Iteration 8Q: 3 clusters Score -1.187139e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101597 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -11871890.000000 Penalty: 3747.785889
	Iteration 9Q: 3 clusters Score -1.187189e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101714 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11872026.000000 Penalty: 3747.785889
	Iteration 10Q: 3 clusters Score -1.187203e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101731 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11872082.000000 Penalty: 3747.785889
	Iteration 11Q: 3 clusters Score -1.187208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11872127.000000 Penalty: 3747.785889
	Iteration 12Q: 3 clusters Score -1.187213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101747 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11872131.000000 Penalty: 3747.785889
	Iteration 13Q: 3 clusters Score -1.187213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101751 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11872153.000000 Penalty: 3747.785889
	Iteration 14Q: 3 clusters Score -1.187215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101748 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11872161.000000 Penalty: 3747.785889
	Iteration 15Q: 3 clusters Score -1.187216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101748 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11872161.000000 Penalty: 3747.785889
	Iteration 16F: 3 clusters Score -1.187216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160024 members 
Mstep: Class 5 contains 101364 members 
Mstep: Class 6 contains 47642 members 
Mstep: Class 7 contains 79051 members 
Mstep: Class 8 contains 126018 members 
Mstep: Class 9 contains 15423 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7111 members 
Mstep: Class 20 contains 82304 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 6975 members 
Mstep: Class 23 contains 27178 members 
Mstep: Class 24 contains 101890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095912.000000 Penalty: 53515.957031
Iteration 319Q: 25 clusters Score -1.020959e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160023 members 
Mstep: Class 5 contains 101364 members 
Mstep: Class 6 contains 47578 members 
Mstep: Class 7 contains 79004 members 
Mstep: Class 8 contains 126018 members 
Mstep: Class 9 contains 15423 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21983 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7109 members 
Mstep: Class 20 contains 82374 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 27149 members 
Mstep: Class 24 contains 101964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095872.000000 Penalty: 53515.957031
Iteration 320F: 25 clusters Score -1.020959e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160025 members 
Mstep: Class 5 contains 101356 members 
Mstep: Class 6 contains 47496 members 
Mstep: Class 7 contains 78968 members 
Mstep: Class 8 contains 126018 members 
Mstep: Class 9 contains 15424 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7112 members 
Mstep: Class 20 contains 82494 members 
Mstep: Class 21 contains 47205 members 
Mstep: Class 22 contains 6973 members 
Mstep: Class 23 contains 27112 members 
Mstep: Class 24 contains 102002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095816.000000 Penalty: 53515.957031
Iteration 321Q: 25 clusters Score -1.020958e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160025 members 
Mstep: Class 5 contains 101353 members 
Mstep: Class 6 contains 47390 members 
Mstep: Class 7 contains 78924 members 
Mstep: Class 8 contains 126020 members 
Mstep: Class 9 contains 15422 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7118 members 
Mstep: Class 20 contains 82593 members 
Mstep: Class 21 contains 47205 members 
Mstep: Class 22 contains 6972 members 
Mstep: Class 23 contains 27091 members 
Mstep: Class 24 contains 102073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095872.000000 Penalty: 53515.957031
Iteration 322Q: 25 clusters Score -1.020959e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160025 members 
Mstep: Class 5 contains 101360 members 
Mstep: Class 6 contains 47309 members 
Mstep: Class 7 contains 78877 members 
Mstep: Class 8 contains 126022 members 
Mstep: Class 9 contains 15423 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7120 members 
Mstep: Class 20 contains 82715 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6966 members 
Mstep: Class 23 contains 27048 members 
Mstep: Class 24 contains 102118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095976.000000 Penalty: 53515.957031
Iteration 323Q: 25 clusters Score -1.02096e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160025 members 
Mstep: Class 5 contains 101362 members 
Mstep: Class 6 contains 47209 members 
Mstep: Class 7 contains 78841 members 
Mstep: Class 8 contains 126022 members 
Mstep: Class 9 contains 15420 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7125 members 
Mstep: Class 20 contains 82867 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 6960 members 
Mstep: Class 23 contains 26999 members 
Mstep: Class 24 contains 102152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102096024.000000 Penalty: 53515.957031
Iteration 324Q: 25 clusters Score -1.02096e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160024 members 
Mstep: Class 5 contains 101358 members 
Mstep: Class 6 contains 47125 members 
Mstep: Class 7 contains 78821 members 
Mstep: Class 8 contains 126022 members 
Mstep: Class 9 contains 15430 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7127 members 
Mstep: Class 20 contains 83029 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 6950 members 
Mstep: Class 23 contains 26932 members 
Mstep: Class 24 contains 102164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095912.000000 Penalty: 53515.957031
Iteration 325Q: 25 clusters Score -1.020959e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160024 members 
Mstep: Class 5 contains 101359 members 
Mstep: Class 6 contains 47057 members 
Mstep: Class 7 contains 78791 members 
Mstep: Class 8 contains 126022 members 
Mstep: Class 9 contains 15434 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7138 members 
Mstep: Class 20 contains 83168 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6948 members 
Mstep: Class 23 contains 26852 members 
Mstep: Class 24 contains 102190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095824.000000 Penalty: 53515.957031
Iteration 326Q: 25 clusters Score -1.020958e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160024 members 
Mstep: Class 5 contains 101363 members 
Mstep: Class 6 contains 46993 members 
Mstep: Class 7 contains 78754 members 
Mstep: Class 8 contains 126022 members 
Mstep: Class 9 contains 15431 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 83295 members 
Mstep: Class 21 contains 47202 members 
Mstep: Class 22 contains 6939 members 
Mstep: Class 23 contains 26802 members 
Mstep: Class 24 contains 102217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095816.000000 Penalty: 53515.957031
Iteration 327Q: 25 clusters Score -1.020958e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160024 members 
Mstep: Class 5 contains 101363 members 
Mstep: Class 6 contains 46955 members 
Mstep: Class 7 contains 78718 members 
Mstep: Class 8 contains 126022 members 
Mstep: Class 9 contains 15426 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7151 members 
Mstep: Class 20 contains 83418 members 
Mstep: Class 21 contains 47202 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 26747 members 
Mstep: Class 24 contains 102226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095768.000000 Penalty: 53515.957031
Iteration 328Q: 25 clusters Score -1.020958e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160024 members 
Mstep: Class 5 contains 101368 members 
Mstep: Class 6 contains 46923 members 
Mstep: Class 7 contains 78681 members 
Mstep: Class 8 contains 126022 members 
Mstep: Class 9 contains 15419 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7164 members 
Mstep: Class 20 contains 83535 members 
Mstep: Class 21 contains 47202 members 
Mstep: Class 22 contains 6927 members 
Mstep: Class 23 contains 26694 members 
Mstep: Class 24 contains 102227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095688.000000 Penalty: 53515.957031
Iteration 329Q: 25 clusters Score -1.020957e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160024 members 
Mstep: Class 5 contains 101376 members 
Mstep: Class 6 contains 46885 members 
Mstep: Class 7 contains 78648 members 
Mstep: Class 8 contains 126022 members 
Mstep: Class 9 contains 15411 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7168 members 
Mstep: Class 20 contains 83665 members 
Mstep: Class 21 contains 47202 members 
Mstep: Class 22 contains 6914 members 
Mstep: Class 23 contains 26646 members 
Mstep: Class 24 contains 102225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095792.000000 Penalty: 53515.957031
Iteration 330Q: 25 clusters Score -1.020958e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160023 members 
Mstep: Class 5 contains 101380 members 
Mstep: Class 6 contains 46851 members 
Mstep: Class 7 contains 78615 members 
Mstep: Class 8 contains 126023 members 
Mstep: Class 9 contains 15411 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 83779 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6899 members 
Mstep: Class 23 contains 26614 members 
Mstep: Class 24 contains 102213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095784.000000 Penalty: 53515.957031
Iteration 331Q: 25 clusters Score -1.020958e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160022 members 
Mstep: Class 5 contains 101386 members 
Mstep: Class 6 contains 46808 members 
Mstep: Class 7 contains 78585 members 
Mstep: Class 8 contains 126023 members 
Mstep: Class 9 contains 15415 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 83931 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6881 members 
Mstep: Class 23 contains 26582 members 
Mstep: Class 24 contains 102174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095832.000000 Penalty: 53515.957031
Iteration 332Q: 25 clusters Score -1.020958e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160022 members 
Mstep: Class 5 contains 101386 members 
Mstep: Class 6 contains 46808 members 
Mstep: Class 7 contains 78554 members 
Mstep: Class 8 contains 126023 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7182 members 
Mstep: Class 20 contains 84074 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6866 members 
Mstep: Class 23 contains 26529 members 
Mstep: Class 24 contains 102128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095784.000000 Penalty: 53515.957031
Iteration 333Q: 25 clusters Score -1.020958e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160021 members 
Mstep: Class 5 contains 101387 members 
Mstep: Class 6 contains 46792 members 
Mstep: Class 7 contains 78506 members 
Mstep: Class 8 contains 126022 members 
Mstep: Class 9 contains 15412 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7187 members 
Mstep: Class 20 contains 84222 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6853 members 
Mstep: Class 23 contains 26486 members 
Mstep: Class 24 contains 102093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095608.000000 Penalty: 53515.957031
Iteration 334Q: 25 clusters Score -1.020956e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160021 members 
Mstep: Class 5 contains 101391 members 
Mstep: Class 6 contains 46809 members 
Mstep: Class 7 contains 78443 members 
Mstep: Class 8 contains 126022 members 
Mstep: Class 9 contains 15412 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7196 members 
Mstep: Class 20 contains 84371 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 6849 members 
Mstep: Class 23 contains 26417 members 
Mstep: Class 24 contains 102049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095464.000000 Penalty: 53515.957031
Iteration 335Q: 25 clusters Score -1.020955e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160020 members 
Mstep: Class 5 contains 101393 members 
Mstep: Class 6 contains 46811 members 
Mstep: Class 7 contains 78393 members 
Mstep: Class 8 contains 126022 members 
Mstep: Class 9 contains 15408 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7200 members 
Mstep: Class 20 contains 84526 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 26377 members 
Mstep: Class 24 contains 101984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095416.000000 Penalty: 53515.957031
Iteration 336Q: 25 clusters Score -1.020954e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10536 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160020 members 
Mstep: Class 5 contains 101391 members 
Mstep: Class 6 contains 46819 members 
Mstep: Class 7 contains 78343 members 
Mstep: Class 8 contains 126023 members 
Mstep: Class 9 contains 15406 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7208 members 
Mstep: Class 20 contains 84651 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6845 members 
Mstep: Class 23 contains 26341 members 
Mstep: Class 24 contains 101934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095512.000000 Penalty: 53515.957031
Iteration 337Q: 25 clusters Score -1.020955e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10535 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160020 members 
Mstep: Class 5 contains 101390 members 
Mstep: Class 6 contains 46829 members 
Mstep: Class 7 contains 78294 members 
Mstep: Class 8 contains 126024 members 
Mstep: Class 9 contains 15404 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7208 members 
Mstep: Class 20 contains 84768 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6841 members 
Mstep: Class 23 contains 26317 members 
Mstep: Class 24 contains 101887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095584.000000 Penalty: 53515.957031
Iteration 338Q: 25 clusters Score -1.020956e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160022 members 
Mstep: Class 5 contains 101383 members 
Mstep: Class 6 contains 46827 members 
Mstep: Class 7 contains 78215 members 
Mstep: Class 8 contains 126024 members 
Mstep: Class 9 contains 15410 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7210 members 
Mstep: Class 20 contains 84901 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6845 members 
Mstep: Class 23 contains 26292 members 
Mstep: Class 24 contains 101854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095512.000000 Penalty: 53515.957031
Iteration 339Q: 25 clusters Score -1.020955e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160024 members 
Mstep: Class 5 contains 101389 members 
Mstep: Class 6 contains 46813 members 
Mstep: Class 7 contains 78127 members 
Mstep: Class 8 contains 126025 members 
Mstep: Class 9 contains 15405 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7213 members 
Mstep: Class 20 contains 85055 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6846 members 
Mstep: Class 23 contains 26273 members 
Mstep: Class 24 contains 101813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095520.000000 Penalty: 53515.957031
Iteration 340F: 25 clusters Score -1.020955e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160023 members 
Mstep: Class 5 contains 101390 members 
Mstep: Class 6 contains 46764 members 
Mstep: Class 7 contains 78028 members 
Mstep: Class 8 contains 126025 members 
Mstep: Class 9 contains 15409 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7215 members 
Mstep: Class 20 contains 85213 members 
Mstep: Class 21 contains 47205 members 
Mstep: Class 22 contains 6846 members 
Mstep: Class 23 contains 26253 members 
Mstep: Class 24 contains 101815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095656.000000 Penalty: 53515.957031
Iteration 341Q: 25 clusters Score -1.020957e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160021 members 
Mstep: Class 5 contains 101388 members 
Mstep: Class 6 contains 46715 members 
Mstep: Class 7 contains 77978 members 
Mstep: Class 8 contains 126028 members 
Mstep: Class 9 contains 15404 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7217 members 
Mstep: Class 20 contains 85370 members 
Mstep: Class 21 contains 47205 members 
Mstep: Class 22 contains 6846 members 
Mstep: Class 23 contains 26245 members 
Mstep: Class 24 contains 101769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095576.000000 Penalty: 53515.957031
Iteration 342Q: 25 clusters Score -1.020956e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 160020 members 
Mstep: Class 5 contains 101387 members 
Mstep: Class 6 contains 46654 members 
Mstep: Class 7 contains 77906 members 
Mstep: Class 8 contains 126029 members 
Mstep: Class 9 contains 15406 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7221 members 
Mstep: Class 20 contains 85551 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 6846 members 
Mstep: Class 23 contains 26227 members 
Mstep: Class 24 contains 101735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095624.000000 Penalty: 53515.957031
Iteration 343Q: 25 clusters Score -1.020956e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160020 members 
Mstep: Class 5 contains 101387 members 
Mstep: Class 6 contains 46613 members 
Mstep: Class 7 contains 77843 members 
Mstep: Class 8 contains 126030 members 
Mstep: Class 9 contains 15402 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7225 members 
Mstep: Class 20 contains 85720 members 
Mstep: Class 21 contains 47204 members 
Mstep: Class 22 contains 6846 members 
Mstep: Class 23 contains 26208 members 
Mstep: Class 24 contains 101689 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 344Q: 25 clusters Score -1.020956e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160019 members 
Mstep: Class 5 contains 101388 members 
Mstep: Class 6 contains 46585 members 
Mstep: Class 7 contains 77781 members 
Mstep: Class 8 contains 126031 members 
Mstep: Class 9 contains 15395 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7225 members 
Mstep: Class 20 contains 85862 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6848 members 
Mstep: Class 23 contains 26196 members 
Mstep: Class 24 contains 101654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095640.000000 Penalty: 53515.957031
Iteration 345Q: 25 clusters Score -1.020956e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160019 members 
Mstep: Class 5 contains 101390 members 
Mstep: Class 6 contains 46571 members 
Mstep: Class 7 contains 77710 members 
Mstep: Class 8 contains 126031 members 
Mstep: Class 9 contains 15385 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7225 members 
Mstep: Class 20 contains 85978 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 26182 members 
Mstep: Class 24 contains 101646 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 346Q: 25 clusters Score -1.020956e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160016 members 
Mstep: Class 5 contains 101386 members 
Mstep: Class 6 contains 46537 members 
Mstep: Class 7 contains 77643 members 
Mstep: Class 8 contains 126034 members 
Mstep: Class 9 contains 15380 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7228 members 
Mstep: Class 20 contains 86099 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 26174 members 
Mstep: Class 24 contains 101640 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 347Q: 25 clusters Score -1.020957e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160016 members 
Mstep: Class 5 contains 101381 members 
Mstep: Class 6 contains 46503 members 
Mstep: Class 7 contains 77564 members 
Mstep: Class 8 contains 126036 members 
Mstep: Class 9 contains 15373 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21980 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7236 members 
Mstep: Class 20 contains 86227 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6858 members 
Mstep: Class 23 contains 26158 members 
Mstep: Class 24 contains 101634 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 348Q: 25 clusters Score -1.020958e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160016 members 
Mstep: Class 5 contains 101381 members 
Mstep: Class 6 contains 46470 members 
Mstep: Class 7 contains 77487 members 
Mstep: Class 8 contains 126037 members 
Mstep: Class 9 contains 15373 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21978 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7238 members 
Mstep: Class 20 contains 86367 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6863 members 
Mstep: Class 23 contains 26139 members 
Mstep: Class 24 contains 101617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095736.000000 Penalty: 53515.957031
Iteration 349Q: 25 clusters Score -1.020957e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160015 members 
Mstep: Class 5 contains 101382 members 
Mstep: Class 6 contains 46433 members 
Mstep: Class 7 contains 77406 members 
Mstep: Class 8 contains 126039 members 
Mstep: Class 9 contains 15372 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21977 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7241 members 
Mstep: Class 20 contains 86507 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6870 members 
Mstep: Class 23 contains 26121 members 
Mstep: Class 24 contains 101603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095744.000000 Penalty: 53515.957031
Iteration 350Q: 25 clusters Score -1.020957e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160014 members 
Mstep: Class 5 contains 101379 members 
Mstep: Class 6 contains 46396 members 
Mstep: Class 7 contains 77336 members 
Mstep: Class 8 contains 126041 members 
Mstep: Class 9 contains 15362 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7243 members 
Mstep: Class 20 contains 86665 members 
Mstep: Class 21 contains 47202 members 
Mstep: Class 22 contains 6877 members 
Mstep: Class 23 contains 26112 members 
Mstep: Class 24 contains 101566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095792.000000 Penalty: 53515.957031
Iteration 351Q: 25 clusters Score -1.020958e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160014 members 
Mstep: Class 5 contains 101381 members 
Mstep: Class 6 contains 46365 members 
Mstep: Class 7 contains 77268 members 
Mstep: Class 8 contains 126042 members 
Mstep: Class 9 contains 15351 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7245 members 
Mstep: Class 20 contains 86847 members 
Mstep: Class 21 contains 47202 members 
Mstep: Class 22 contains 6881 members 
Mstep: Class 23 contains 26099 members 
Mstep: Class 24 contains 101500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095744.000000 Penalty: 53515.957031
Iteration 352Q: 25 clusters Score -1.020957e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160013 members 
Mstep: Class 5 contains 101381 members 
Mstep: Class 6 contains 46319 members 
Mstep: Class 7 contains 77198 members 
Mstep: Class 8 contains 126042 members 
Mstep: Class 9 contains 15345 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7245 members 
Mstep: Class 20 contains 87008 members 
Mstep: Class 21 contains 47202 members 
Mstep: Class 22 contains 6882 members 
Mstep: Class 23 contains 26096 members 
Mstep: Class 24 contains 101464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095688.000000 Penalty: 53515.957031
Iteration 353Q: 25 clusters Score -1.020957e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160013 members 
Mstep: Class 5 contains 101381 members 
Mstep: Class 6 contains 46257 members 
Mstep: Class 7 contains 77144 members 
Mstep: Class 8 contains 126043 members 
Mstep: Class 9 contains 15338 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7247 members 
Mstep: Class 20 contains 87145 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6885 members 
Mstep: Class 23 contains 26097 members 
Mstep: Class 24 contains 101442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095648.000000 Penalty: 53515.957031
Iteration 354Q: 25 clusters Score -1.020956e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101383 members 
Mstep: Class 6 contains 46209 members 
Mstep: Class 7 contains 77086 members 
Mstep: Class 8 contains 126043 members 
Mstep: Class 9 contains 15330 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7248 members 
Mstep: Class 20 contains 87285 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6889 members 
Mstep: Class 23 contains 26094 members 
Mstep: Class 24 contains 101413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095576.000000 Penalty: 53515.957031
Iteration 355Q: 25 clusters Score -1.020956e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101388 members 
Mstep: Class 6 contains 46185 members 
Mstep: Class 7 contains 77037 members 
Mstep: Class 8 contains 126043 members 
Mstep: Class 9 contains 15327 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7248 members 
Mstep: Class 20 contains 87404 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6889 members 
Mstep: Class 23 contains 26091 members 
Mstep: Class 24 contains 101368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095568.000000 Penalty: 53515.957031
Iteration 356Q: 25 clusters Score -1.020956e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101390 members 
Mstep: Class 6 contains 46150 members 
Mstep: Class 7 contains 76988 members 
Mstep: Class 8 contains 126044 members 
Mstep: Class 9 contains 15322 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7250 members 
Mstep: Class 20 contains 87529 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6888 members 
Mstep: Class 23 contains 26082 members 
Mstep: Class 24 contains 101338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095440.000000 Penalty: 53515.957031
Iteration 357Q: 25 clusters Score -1.020954e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101391 members 
Mstep: Class 6 contains 46122 members 
Mstep: Class 7 contains 76941 members 
Mstep: Class 8 contains 126044 members 
Mstep: Class 9 contains 15318 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7252 members 
Mstep: Class 20 contains 87648 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6890 members 
Mstep: Class 23 contains 26071 members 
Mstep: Class 24 contains 101304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095520.000000 Penalty: 53515.957031
Iteration 358Q: 25 clusters Score -1.020955e+08 nChanged 267
Entering ConstructFrom: 
Score: -102095520.000000 Penalty: 53515.957031
Entering ConstructFrom: 
Trying to split cluster 1 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -99401.156250 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -99401.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -97989.546875 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -97989.55 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -98223.976562 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -98223.98 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -98323.851562 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -98323.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -98393.687500 Penalty: 2237.458252
	Iteration 3Q: 3 clusters Score -98393.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98455.148438 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -98455.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -98497.890625 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -98497.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98538.007812 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -98538.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -98560.914062 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -98560.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -98573.695312 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -98573.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -98585.500000 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -98585.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -98605.039062 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -98605.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -98626.992188 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -98626.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -98633.437500 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -98633.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -98640.726562 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -98640.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -98648.484375 Penalty: 2237.458252
	Iteration 14Q: 3 clusters Score -98648.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -98655.343750 Penalty: 2237.458252
	Iteration 15Q: 3 clusters Score -98655.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -98659.351562 Penalty: 2237.458252
	Iteration 16Q: 3 clusters Score -98659.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -98663.179688 Penalty: 2237.458252
	Iteration 17Q: 3 clusters Score -98663.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98670.171875 Penalty: 2237.458252
	Iteration 18Q: 3 clusters Score -98670.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98674.234375 Penalty: 2237.458252
	Iteration 19Q: 3 clusters Score -98674.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -98677.960938 Penalty: 2237.458252
	Iteration 20F: 3 clusters Score -98677.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -98679.562500 Penalty: 2237.458252
	Iteration 21Q: 3 clusters Score -98679.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -98680.171875 Penalty: 2237.458252
	Iteration 22Q: 3 clusters Score -98680.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -98680.890625 Penalty: 2237.458252
	Iteration 23Q: 3 clusters Score -98680.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -98681.546875 Penalty: 2237.458252
	Iteration 24Q: 3 clusters Score -98681.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -98682.476562 Penalty: 2237.458252
	Iteration 25Q: 3 clusters Score -98682.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -98683.046875 Penalty: 2237.458252
	Iteration 26Q: 3 clusters Score -98683.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -98683.585938 Penalty: 2237.458252
	Iteration 27Q: 3 clusters Score -98683.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -98686.515625 Penalty: 2237.458252
	Iteration 28Q: 3 clusters Score -98686.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -98686.515625 Penalty: 2237.458252
	Iteration 29F: 3 clusters Score -98686.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Entering Unmasked Estep 
Score: -1202165.750000 Penalty: 1505.103271
	Iteration 0F: 2 clusters Score -1202166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1194645.875000 Penalty: 3010.206543
	Iteration 0F: 3 clusters Score -1194646 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1197124.500000 Penalty: 3010.206543
	Iteration 1F: 3 clusters Score -1197124 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1197397.750000 Penalty: 3010.206543
	Iteration 2F: 3 clusters Score -1197398 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1197625.875000 Penalty: 3010.206543
	Iteration 3F: 3 clusters Score -1197626 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1197848.875000 Penalty: 3010.206543
	Iteration 4Q: 3 clusters Score -1197849 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1198108.875000 Penalty: 3010.206543
	Iteration 5Q: 3 clusters Score -1198109 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1198425.500000 Penalty: 3010.206543
	Iteration 6Q: 3 clusters Score -1198426 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1198813.250000 Penalty: 3010.206543
	Iteration 7F: 3 clusters Score -1198813 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1199254.625000 Penalty: 3010.206543
	Iteration 8F: 3 clusters Score -1199255 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1199659.250000 Penalty: 3010.206543
	Iteration 9F: 3 clusters Score -1199659 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1199959.500000 Penalty: 3010.206543
	Iteration 10Q: 3 clusters Score -1199960 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1200204.250000 Penalty: 3010.206543
	Iteration 11Q: 3 clusters Score -1200204 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1200391.250000 Penalty: 3010.206543
	Iteration 12Q: 3 clusters Score -1200391 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1200528.375000 Penalty: 3010.206543
	Iteration 13Q: 3 clusters Score -1200528 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1200629.875000 Penalty: 3010.206543
	Iteration 14Q: 3 clusters Score -1200630 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1200687.500000 Penalty: 3010.206543
	Iteration 15Q: 3 clusters Score -1200688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1200745.250000 Penalty: 3010.206543
	Iteration 16Q: 3 clusters Score -1200745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1200800.625000 Penalty: 3010.206543
	Iteration 17Q: 3 clusters Score -1200801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1200819.250000 Penalty: 3010.206543
	Iteration 18Q: 3 clusters Score -1200819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1200834.000000 Penalty: 3010.206543
	Iteration 19Q: 3 clusters Score -1200834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1200845.500000 Penalty: 3010.206543
	Iteration 20F: 3 clusters Score -1200846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1200851.875000 Penalty: 3010.206543
	Iteration 21Q: 3 clusters Score -1200852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1200861.000000 Penalty: 3010.206543
	Iteration 22Q: 3 clusters Score -1200861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1200862.375000 Penalty: 3010.206543
	Iteration 23Q: 3 clusters Score -1200862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1200866.875000 Penalty: 3010.206543
	Iteration 24Q: 3 clusters Score -1200867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1200870.625000 Penalty: 3010.206543
	Iteration 25Q: 3 clusters Score -1200871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1200875.125000 Penalty: 3010.206543
	Iteration 26Q: 3 clusters Score -1200875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1200877.375000 Penalty: 3010.206543
	Iteration 27Q: 3 clusters Score -1200877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1200881.250000 Penalty: 3010.206543
	Iteration 28Q: 3 clusters Score -1200881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1200881.000000 Penalty: 3010.206543
	Iteration 29Q: 3 clusters Score -1200881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1200882.750000 Penalty: 3010.206543
	Iteration 30Q: 3 clusters Score -1200883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1200882.750000 Penalty: 3010.206543
	Iteration 31F: 3 clusters Score -1200883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -478480.156250 Penalty: 1364.081421
	Iteration 0F: 2 clusters Score -478480.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -474830.062500 Penalty: 2728.162842
	Iteration 0F: 3 clusters Score -474830.1 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -475880.781250 Penalty: 2728.162842
	Iteration 1F: 3 clusters Score -475880.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -476078.531250 Penalty: 2728.162842
	Iteration 2F: 3 clusters Score -476078.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -476288.000000 Penalty: 2728.162842
	Iteration 3F: 3 clusters Score -476288 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -476513.812500 Penalty: 2728.162842
	Iteration 4F: 3 clusters Score -476513.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -476789.125000 Penalty: 2728.162842
	Iteration 5F: 3 clusters Score -476789.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -477130.218750 Penalty: 2728.162842
	Iteration 6F: 3 clusters Score -477130.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -477543.781250 Penalty: 2728.162842
	Iteration 7F: 3 clusters Score -477543.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -477869.718750 Penalty: 2728.162842
	Iteration 8F: 3 clusters Score -477869.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -478061.531250 Penalty: 2728.162842
	Iteration 9Q: 3 clusters Score -478061.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -478182.250000 Penalty: 2728.162842
	Iteration 10Q: 3 clusters Score -478182.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -478264.562500 Penalty: 2728.162842
	Iteration 11Q: 3 clusters Score -478264.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -478325.375000 Penalty: 2728.162842
	Iteration 12Q: 3 clusters Score -478325.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -478381.531250 Penalty: 2728.162842
	Iteration 13Q: 3 clusters Score -478381.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -478449.687500 Penalty: 2728.162842
	Iteration 14Q: 3 clusters Score -478449.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -478505.875000 Penalty: 2728.162842
	Iteration 15Q: 3 clusters Score -478505.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -478532.593750 Penalty: 2728.162842
	Iteration 16Q: 3 clusters Score -478532.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -478555.468750 Penalty: 2728.162842
	Iteration 17Q: 3 clusters Score -478555.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -478567.093750 Penalty: 2728.162842
	Iteration 18Q: 3 clusters Score -478567.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -478575.187500 Penalty: 2728.162842
	Iteration 19Q: 3 clusters Score -478575.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -478582.656250 Penalty: 2728.162842
	Iteration 20F: 3 clusters Score -478582.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -478586.593750 Penalty: 2728.162842
	Iteration 21Q: 3 clusters Score -478586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -478589.718750 Penalty: 2728.162842
	Iteration 22Q: 3 clusters Score -478589.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -478594.406250 Penalty: 2728.162842
	Iteration 23Q: 3 clusters Score -478594.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -478597.406250 Penalty: 2728.162842
	Iteration 24Q: 3 clusters Score -478597.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -478601.437500 Penalty: 2728.162842
	Iteration 25Q: 3 clusters Score -478601.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -478603.187500 Penalty: 2728.162842
	Iteration 26Q: 3 clusters Score -478603.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -478603.281250 Penalty: 2728.162842
	Iteration 27Q: 3 clusters Score -478603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -478604.093750 Penalty: 2728.162842
	Iteration 28Q: 3 clusters Score -478604.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -478604.375000 Penalty: 2728.162842
	Iteration 29Q: 3 clusters Score -478604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -478605.031250 Penalty: 2728.162842
	Iteration 30Q: 3 clusters Score -478605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -478605.031250 Penalty: 2728.162842
	Iteration 31F: 3 clusters Score -478605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10532 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101401 members 
Mstep: Class 6 contains 46077 members 
Mstep: Class 7 contains 76897 members 
Mstep: Class 8 contains 126044 members 
Mstep: Class 9 contains 15316 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7254 members 
Mstep: Class 20 contains 87775 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6890 members 
Mstep: Class 23 contains 26068 members 
Mstep: Class 24 contains 101259 members 
Mstep: Class 25 contains 1989 members 
Entering Unmasked Estep 
Score: -102094816.000000 Penalty: 55745.789062
Splitting cluster 3 changes total score from -102095520.000000 to -102094816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (160012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160012 members 
Entering Unmasked Estep 
Score: -18139630.000000 Penalty: 1947.238037
	Iteration 0F: 2 clusters Score -1.813963e+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 80062 members 
Entering Unmasked Estep 
Score: -18035498.000000 Penalty: 3894.476074
	Iteration 0F: 3 clusters Score -1.80355e+07 nChanged 77309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 81205 members 
Entering Unmasked Estep 
Score: -18080384.000000 Penalty: 3894.476074
	Iteration 1F: 3 clusters Score -1.808038e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -18080984.000000 Penalty: 3894.476074
	Iteration 2Q: 3 clusters Score -1.808098e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 83377 members 
Entering Unmasked Estep 
Score: -18081606.000000 Penalty: 3894.476074
	Iteration 3Q: 3 clusters Score -1.808161e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -18082418.000000 Penalty: 3894.476074
	Iteration 4Q: 3 clusters Score -1.808242e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -18083836.000000 Penalty: 3894.476074
	Iteration 5Q: 3 clusters Score -1.808384e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66305 members 
Mstep: Class 2 contains 93707 members 
Entering Unmasked Estep 
Score: -18086184.000000 Penalty: 3894.476074
	Iteration 6Q: 3 clusters Score -1.808618e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 100696 members 
Entering Unmasked Estep 
Score: -18090230.000000 Penalty: 3894.476074
	Iteration 7F: 3 clusters Score -1.809023e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 109852 members 
Entering Unmasked Estep 
Score: -18096674.000000 Penalty: 3894.476074
	Iteration 8F: 3 clusters Score -1.809667e+07 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 120115 members 
Entering Unmasked Estep 
Score: -18105354.000000 Penalty: 3894.476074
	Iteration 9F: 3 clusters Score -1.810535e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 129772 members 
Entering Unmasked Estep 
Score: -18114412.000000 Penalty: 3894.476074
	Iteration 10F: 3 clusters Score -1.811441e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 137003 members 
Entering Unmasked Estep 
Score: -18121570.000000 Penalty: 3894.476074
	Iteration 11F: 3 clusters Score -1.812157e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 141854 members 
Entering Unmasked Estep 
Score: -18126370.000000 Penalty: 3894.476074
	Iteration 12Q: 3 clusters Score -1.812637e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 145260 members 
Entering Unmasked Estep 
Score: -18129238.000000 Penalty: 3894.476074
	Iteration 13Q: 3 clusters Score -1.812924e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 147927 members 
Entering Unmasked Estep 
Score: -18130850.000000 Penalty: 3894.476074
	Iteration 14Q: 3 clusters Score -1.813085e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 150325 members 
Entering Unmasked Estep 
Score: -18132518.000000 Penalty: 3894.476074
	Iteration 15Q: 3 clusters Score -1.813252e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 152528 members 
Entering Unmasked Estep 
Score: -18133918.000000 Penalty: 3894.476074
	Iteration 16Q: 3 clusters Score -1.813392e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 154530 members 
Entering Unmasked Estep 
Score: -18135144.000000 Penalty: 3894.476074
	Iteration 17Q: 3 clusters Score -1.813514e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 156137 members 
Entering Unmasked Estep 
Score: -18136046.000000 Penalty: 3894.476074
	Iteration 18Q: 3 clusters Score -1.813605e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 157382 members 
Entering Unmasked Estep 
Score: -18136746.000000 Penalty: 3894.476074
	Iteration 19Q: 3 clusters Score -1.813675e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 158346 members 
Entering Unmasked Estep 
Score: -18137294.000000 Penalty: 3894.476074
	Iteration 20F: 3 clusters Score -1.813729e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 158977 members 
Entering Unmasked Estep 
Score: -18137582.000000 Penalty: 3894.476074
	Iteration 21Q: 3 clusters Score -1.813758e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 159351 members 
Entering Unmasked Estep 
Score: -18137764.000000 Penalty: 3894.476074
	Iteration 22Q: 3 clusters Score -1.813776e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 159550 members 
Entering Unmasked Estep 
Score: -18137838.000000 Penalty: 3894.476074
	Iteration 23Q: 3 clusters Score -1.813784e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 159652 members 
Entering Unmasked Estep 
Score: -18137906.000000 Penalty: 3894.476074
	Iteration 24Q: 3 clusters Score -1.813791e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 159712 members 
Entering Unmasked Estep 
Score: -18137920.000000 Penalty: 3894.476074
	Iteration 25Q: 3 clusters Score -1.813792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 159740 members 
Entering Unmasked Estep 
Score: -18137962.000000 Penalty: 3894.476074
	Iteration 26Q: 3 clusters Score -1.813796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 159756 members 
Entering Unmasked Estep 
Score: -18137968.000000 Penalty: 3894.476074
	Iteration 27Q: 3 clusters Score -1.813797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 159767 members 
Entering Unmasked Estep 
Score: -18137976.000000 Penalty: 3894.476074
	Iteration 28Q: 3 clusters Score -1.813798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 159774 members 
Entering Unmasked Estep 
Score: -18137990.000000 Penalty: 3894.476074
	Iteration 29Q: 3 clusters Score -1.813799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 159776 members 
Entering Unmasked Estep 
Score: -18137986.000000 Penalty: 3894.476074
	Iteration 30Q: 3 clusters Score -1.813799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 159780 members 
Entering Unmasked Estep 
Score: -18138014.000000 Penalty: 3894.476074
	Iteration 31Q: 3 clusters Score -1.813801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 159787 members 
Entering Unmasked Estep 
Score: -18138006.000000 Penalty: 3894.476074
	Iteration 32Q: 3 clusters Score -1.813801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 159793 members 
Entering Unmasked Estep 
Score: -18138016.000000 Penalty: 3894.476074
	Iteration 33Q: 3 clusters Score -1.813802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 159801 members 
Entering Unmasked Estep 
Score: -18138018.000000 Penalty: 3894.476074
	Iteration 34Q: 3 clusters Score -1.813802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 159810 members 
Entering Unmasked Estep 
Score: -18138034.000000 Penalty: 3894.476074
	Iteration 35Q: 3 clusters Score -1.813803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 159811 members 
Entering Unmasked Estep 
Score: -18138050.000000 Penalty: 3894.476074
	Iteration 36Q: 3 clusters Score -1.813805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 159816 members 
Entering Unmasked Estep 
Score: -18138052.000000 Penalty: 3894.476074
	Iteration 37Q: 3 clusters Score -1.813805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 159817 members 
Entering Unmasked Estep 
Score: -18138060.000000 Penalty: 3894.476074
	Iteration 38Q: 3 clusters Score -1.813806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 159818 members 
Entering Unmasked Estep 
Score: -18138062.000000 Penalty: 3894.476074
	Iteration 39Q: 3 clusters Score -1.813806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 159821 members 
Entering Unmasked Estep 
Score: -18138058.000000 Penalty: 3894.476074
	Iteration 40F: 3 clusters Score -1.813806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 159822 members 
Entering Unmasked Estep 
Score: -18138050.000000 Penalty: 3894.476074
	Iteration 41Q: 3 clusters Score -1.813805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 159822 members 
Entering Unmasked Estep 
Score: -18138050.000000 Penalty: 3894.476074
	Iteration 42F: 3 clusters Score -1.813805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101401 members 
Entering Unmasked Estep 
Score: -11666907.000000 Penalty: 1873.111206
	Iteration 0F: 2 clusters Score -1.166691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -11601699.000000 Penalty: 3746.222412
	Iteration 0F: 3 clusters Score -1.16017e+07 nChanged 48332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -11629649.000000 Penalty: 3746.222412
	Iteration 1F: 3 clusters Score -1.162965e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -11630220.000000 Penalty: 3746.222412
	Iteration 2Q: 3 clusters Score -1.163022e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -11630920.000000 Penalty: 3746.222412
	Iteration 3Q: 3 clusters Score -1.163092e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -11631633.000000 Penalty: 3746.222412
	Iteration 4Q: 3 clusters Score -1.163163e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -11632520.000000 Penalty: 3746.222412
	Iteration 5Q: 3 clusters Score -1.163252e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -11633592.000000 Penalty: 3746.222412
	Iteration 6Q: 3 clusters Score -1.163359e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -11635002.000000 Penalty: 3746.222412
	Iteration 7Q: 3 clusters Score -1.1635e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -11636884.000000 Penalty: 3746.222412
	Iteration 8Q: 3 clusters Score -1.163688e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -11639304.000000 Penalty: 3746.222412
	Iteration 9Q: 3 clusters Score -1.16393e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -11642483.000000 Penalty: 3746.222412
	Iteration 10F: 3 clusters Score -1.164248e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -11646061.000000 Penalty: 3746.222412
	Iteration 11F: 3 clusters Score -1.164606e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -11649065.000000 Penalty: 3746.222412
	Iteration 12Q: 3 clusters Score -1.164906e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 67089 members 
Entering Unmasked Estep 
Score: -11650614.000000 Penalty: 3746.222412
	Iteration 13Q: 3 clusters Score -1.165061e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -11651480.000000 Penalty: 3746.222412
	Iteration 14Q: 3 clusters Score -1.165148e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
Score: -11652091.000000 Penalty: 3746.222412
	Iteration 15Q: 3 clusters Score -1.165209e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -11652711.000000 Penalty: 3746.222412
	Iteration 16Q: 3 clusters Score -1.165271e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 74120 members 
Entering Unmasked Estep 
Score: -11653282.000000 Penalty: 3746.222412
	Iteration 17Q: 3 clusters Score -1.165328e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 76220 members 
Entering Unmasked Estep 
Score: -11653856.000000 Penalty: 3746.222412
	Iteration 18Q: 3 clusters Score -1.165386e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -11654615.000000 Penalty: 3746.222412
	Iteration 19Q: 3 clusters Score -1.165462e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -11655449.000000 Penalty: 3746.222412
	Iteration 20F: 3 clusters Score -1.165545e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 83470 members 
Entering Unmasked Estep 
Score: -11656433.000000 Penalty: 3746.222412
	Iteration 21Q: 3 clusters Score -1.165643e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -11657584.000000 Penalty: 3746.222412
	Iteration 22Q: 3 clusters Score -1.165758e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 88846 members 
Entering Unmasked Estep 
Score: -11658842.000000 Penalty: 3746.222412
	Iteration 23Q: 3 clusters Score -1.165884e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -11660176.000000 Penalty: 3746.222412
	Iteration 24Q: 3 clusters Score -1.166018e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 93708 members 
Entering Unmasked Estep 
Score: -11661397.000000 Penalty: 3746.222412
	Iteration 25Q: 3 clusters Score -1.16614e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -11662552.000000 Penalty: 3746.222412
	Iteration 26Q: 3 clusters Score -1.166255e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 97138 members 
Entering Unmasked Estep 
Score: -11663542.000000 Penalty: 3746.222412
	Iteration 27Q: 3 clusters Score -1.166354e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -11664201.000000 Penalty: 3746.222412
	Iteration 28Q: 3 clusters Score -1.16642e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 98937 members 
Entering Unmasked Estep 
Score: -11664577.000000 Penalty: 3746.222412
	Iteration 29Q: 3 clusters Score -1.166458e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 99425 members 
Entering Unmasked Estep 
Score: -11664862.000000 Penalty: 3746.222412
	Iteration 30Q: 3 clusters Score -1.166486e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 99760 members 
Entering Unmasked Estep 
Score: -11665081.000000 Penalty: 3746.222412
	Iteration 31Q: 3 clusters Score -1.166508e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 99973 members 
Entering Unmasked Estep 
Score: -11665220.000000 Penalty: 3746.222412
	Iteration 32Q: 3 clusters Score -1.166522e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 100099 members 
Entering Unmasked Estep 
Score: -11665344.000000 Penalty: 3746.222412
	Iteration 33Q: 3 clusters Score -1.166534e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 100181 members 
Entering Unmasked Estep 
Score: -11665437.000000 Penalty: 3746.222412
	Iteration 34Q: 3 clusters Score -1.166544e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 100258 members 
Entering Unmasked Estep 
Score: -11665506.000000 Penalty: 3746.222412
	Iteration 35Q: 3 clusters Score -1.166551e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 100327 members 
Entering Unmasked Estep 
Score: -11665549.000000 Penalty: 3746.222412
	Iteration 36Q: 3 clusters Score -1.166555e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 100373 members 
Entering Unmasked Estep 
Score: -11665608.000000 Penalty: 3746.222412
	Iteration 37Q: 3 clusters Score -1.166561e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -11665652.000000 Penalty: 3746.222412
	Iteration 38Q: 3 clusters Score -1.166565e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -11665692.000000 Penalty: 3746.222412
	Iteration 39Q: 3 clusters Score -1.166569e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -11665737.000000 Penalty: 3746.222412
	Iteration 40F: 3 clusters Score -1.166574e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 100459 members 
Entering Unmasked Estep 
Score: -11665764.000000 Penalty: 3746.222412
	Iteration 41Q: 3 clusters Score -1.166576e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 100455 members 
Entering Unmasked Estep 
Score: -11665795.000000 Penalty: 3746.222412
	Iteration 42Q: 3 clusters Score -1.16658e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 100441 members 
Entering Unmasked Estep 
Score: -11665799.000000 Penalty: 3746.222412
	Iteration 43Q: 3 clusters Score -1.16658e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
Score: -11665816.000000 Penalty: 3746.222412
	Iteration 44Q: 3 clusters Score -1.166582e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 100429 members 
Entering Unmasked Estep 
Score: -11665822.000000 Penalty: 3746.222412
	Iteration 45Q: 3 clusters Score -1.166582e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 100431 members 
Entering Unmasked Estep 
Score: -11665829.000000 Penalty: 3746.222412
	Iteration 46Q: 3 clusters Score -1.166583e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -11665835.000000 Penalty: 3746.222412
	Iteration 47Q: 3 clusters Score -1.166584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 100418 members 
Entering Unmasked Estep 
Score: -11665850.000000 Penalty: 3746.222412
	Iteration 48Q: 3 clusters Score -1.166585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -11665850.000000 Penalty: 3746.222412
	Iteration 49Q: 3 clusters Score -1.166585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -11665860.000000 Penalty: 3746.222412
	Iteration 50Q: 3 clusters Score -1.166586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -11665855.000000 Penalty: 3746.222412
	Iteration 51Q: 3 clusters Score -1.166586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -11665861.000000 Penalty: 3746.222412
	Iteration 52Q: 3 clusters Score -1.166586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -11665873.000000 Penalty: 3746.222412
	Iteration 53Q: 3 clusters Score -1.166587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 100410 members 
Entering Unmasked Estep 
Score: -11665866.000000 Penalty: 3746.222412
	Iteration 54Q: 3 clusters Score -1.166587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 100411 members 
Entering Unmasked Estep 
Score: -11665853.000000 Penalty: 3746.222412
	Iteration 55Q: 3 clusters Score -1.166585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
Score: -11665863.000000 Penalty: 3746.222412
	Iteration 56Q: 3 clusters Score -1.166586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
Score: -11665863.000000 Penalty: 3746.222412
	Iteration 57F: 3 clusters Score -1.166586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Entering Unmasked Estep 
Score: -5374169.500000 Penalty: 1744.936279
	Iteration 0F: 2 clusters Score -5374170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -5343456.500000 Penalty: 3489.872559
	Iteration 0F: 3 clusters Score -5343456 nChanged 21472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -5355595.000000 Penalty: 3489.872559
	Iteration 1F: 3 clusters Score -5355595 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -5356248.500000 Penalty: 3489.872559
	Iteration 2Q: 3 clusters Score -5356248 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -5357246.000000 Penalty: 3489.872559
	Iteration 3Q: 3 clusters Score -5357246 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -5358846.500000 Penalty: 3489.872559
	Iteration 4F: 3 clusters Score -5358846 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -5361479.000000 Penalty: 3489.872559
	Iteration 5F: 3 clusters Score -5361479 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -5365217.000000 Penalty: 3489.872559
	Iteration 6F: 3 clusters Score -5365217 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -5368992.000000 Penalty: 3489.872559
	Iteration 7F: 3 clusters Score -5368992 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5371336.000000 Penalty: 3489.872559
	Iteration 8Q: 3 clusters Score -5371336 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5372223.500000 Penalty: 3489.872559
	Iteration 9Q: 3 clusters Score -5372224 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5372530.000000 Penalty: 3489.872559
	Iteration 10Q: 3 clusters Score -5372530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5372636.500000 Penalty: 3489.872559
	Iteration 11Q: 3 clusters Score -5372636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5372674.000000 Penalty: 3489.872559
	Iteration 12Q: 3 clusters Score -5372674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5372689.500000 Penalty: 3489.872559
	Iteration 13Q: 3 clusters Score -5372690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5372696.000000 Penalty: 3489.872559
	Iteration 14Q: 3 clusters Score -5372696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5372704.000000 Penalty: 3489.872559
	Iteration 15Q: 3 clusters Score -5372704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5372706.000000 Penalty: 3489.872559
	Iteration 16Q: 3 clusters Score -5372706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5372708.500000 Penalty: 3489.872559
	Iteration 17Q: 3 clusters Score -5372708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5372709.500000 Penalty: 3489.872559
	Iteration 18Q: 3 clusters Score -5372710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5372709.500000 Penalty: 3489.872559
	Iteration 19F: 3 clusters Score -5372710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Entering Unmasked Estep 
Score: -8940600.000000 Penalty: 1828.161133
	Iteration 0F: 2 clusters Score -8940600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -8889279.000000 Penalty: 3656.322266
	Iteration 0F: 3 clusters Score -8889279 nChanged 36547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -8910069.000000 Penalty: 3656.322266
	Iteration 1F: 3 clusters Score -8910069 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -8910508.000000 Penalty: 3656.322266
	Iteration 2Q: 3 clusters Score -8910508 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -8910928.000000 Penalty: 3656.322266
	Iteration 3Q: 3 clusters Score -8910928 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -8911433.000000 Penalty: 3656.322266
	Iteration 4Q: 3 clusters Score -8911433 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -8911830.000000 Penalty: 3656.322266
	Iteration 5Q: 3 clusters Score -8911830 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -8912440.000000 Penalty: 3656.322266
	Iteration 6Q: 3 clusters Score -8912440 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -8913347.000000 Penalty: 3656.322266
	Iteration 7Q: 3 clusters Score -8913347 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61823 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64917 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8935735 nChanged 687
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Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8936049 nChanged 579
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Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67627 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8936451 nChanged 543
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Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8936987 nChanged 402
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Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8937115 nChanged 368
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Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8937337 nChanged 293
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Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8937461 nChanged 255
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Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8937518 nChanged 273
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Mstep: Class 1 contains 70788 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71308 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8937691 nChanged 269
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Mstep: Class 1 contains 71565 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8937854 nChanged 230
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Mstep: Class 1 contains 72047 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 72760 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 72963 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73182 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 73724 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 74011 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74275 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 74405 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 74526 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 74738 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 74829 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8938762 nChanged 80
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Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 1930 members 
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Mstep: Class 1 contains 75028 members 
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	Iteration 58Q: 3 clusters Score -8938814 nChanged 77
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8938835 nChanged 53
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8938985 nChanged 32
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8939027 nChanged 19
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	Iteration 75Q: 3 clusters Score -8939023 nChanged 25
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8939031 nChanged 15
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	Iteration 77Q: 3 clusters Score -8939027 nChanged 20
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	Iteration 78Q: 3 clusters Score -8939022 nChanged 15
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	Iteration 79Q: 3 clusters Score -8939027 nChanged 15
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	Iteration 80F: 3 clusters Score -8939027 nChanged 13
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	Iteration 81Q: 3 clusters Score -8939030 nChanged 17
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	Iteration 82Q: 3 clusters Score -8939033 nChanged 18
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	Iteration 83Q: 3 clusters Score -8939050 nChanged 14
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	Iteration 84Q: 3 clusters Score -8939049 nChanged 12
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	Iteration 85Q: 3 clusters Score -8939056 nChanged 14
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	Iteration 86Q: 3 clusters Score -8939050 nChanged 10
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	Iteration 90Q: 3 clusters Score -8939075 nChanged 12
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	Iteration 93Q: 3 clusters Score -8939083 nChanged 18
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	Iteration 97Q: 3 clusters Score -8939107 nChanged 14
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	Iteration 98Q: 3 clusters Score -8939108 nChanged 11
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	Iteration 99Q: 3 clusters Score -8939109 nChanged 11
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	Iteration 100F: 3 clusters Score -8939109 nChanged 12
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Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8939111.000000 Penalty: 3656.322266
	Iteration 101Q: 3 clusters Score -8939111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8939111.000000 Penalty: 3656.322266
	Iteration 102Q: 3 clusters Score -8939111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8939117.000000 Penalty: 3656.322266
	Iteration 103Q: 3 clusters Score -8939117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8939127.000000 Penalty: 3656.322266
	Iteration 104Q: 3 clusters Score -8939127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8939125.000000 Penalty: 3656.322266
	Iteration 105Q: 3 clusters Score -8939125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8939133.000000 Penalty: 3656.322266
	Iteration 106Q: 3 clusters Score -8939133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8939138.000000 Penalty: 3656.322266
	Iteration 107Q: 3 clusters Score -8939138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8939131.000000 Penalty: 3656.322266
	Iteration 108Q: 3 clusters Score -8939131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8939137.000000 Penalty: 3656.322266
	Iteration 109Q: 3 clusters Score -8939137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75927 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8939136.000000 Penalty: 3656.322266
	Iteration 110Q: 3 clusters Score -8939136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8939137.000000 Penalty: 3656.322266
	Iteration 111Q: 3 clusters Score -8939137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8939137.000000 Penalty: 3656.322266
	Iteration 112Q: 3 clusters Score -8939137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8939140.000000 Penalty: 3656.322266
	Iteration 113Q: 3 clusters Score -8939140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8939135.000000 Penalty: 3656.322266
	Iteration 114Q: 3 clusters Score -8939135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8939136.000000 Penalty: 3656.322266
	Iteration 115Q: 3 clusters Score -8939136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8939136.000000 Penalty: 3656.322266
	Iteration 116Q: 3 clusters Score -8939136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8939137.000000 Penalty: 3656.322266
	Iteration 117Q: 3 clusters Score -8939137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8939135.000000 Penalty: 3656.322266
	Iteration 118Q: 3 clusters Score -8939135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8939128.000000 Penalty: 3656.322266
	Iteration 119Q: 3 clusters Score -8939128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8939139.000000 Penalty: 3656.322266
	Iteration 120F: 3 clusters Score -8939139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8939140.000000 Penalty: 3656.322266
	Iteration 121Q: 3 clusters Score -8939140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8939140.000000 Penalty: 3656.322266
	Iteration 122Q: 3 clusters Score -8939140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8939144.000000 Penalty: 3656.322266
	Iteration 123Q: 3 clusters Score -8939144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75972 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8939146.000000 Penalty: 3656.322266
	Iteration 124Q: 3 clusters Score -8939146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75973 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8939141.000000 Penalty: 3656.322266
	Iteration 125Q: 3 clusters Score -8939141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75973 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8939141.000000 Penalty: 3656.322266
	Iteration 126F: 3 clusters Score -8939141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126044 members 
Entering Unmasked Estep 
Score: -14249971.000000 Penalty: 1908.462891
	Iteration 0F: 2 clusters Score -1.424997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -14165883.000000 Penalty: 3816.925781
	Iteration 0F: 3 clusters Score -1.416588e+07 nChanged 60604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -14200495.000000 Penalty: 3816.925781
	Iteration 1F: 3 clusters Score -1.42005e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -14201683.000000 Penalty: 3816.925781
	Iteration 2Q: 3 clusters Score -1.420168e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -14203381.000000 Penalty: 3816.925781
	Iteration 3Q: 3 clusters Score -1.420338e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -14205845.000000 Penalty: 3816.925781
	Iteration 4Q: 3 clusters Score -1.420584e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 76278 members 
Entering Unmasked Estep 
Score: -14209910.000000 Penalty: 3816.925781
	Iteration 5F: 3 clusters Score -1.420991e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 82713 members 
Entering Unmasked Estep 
Score: -14216664.000000 Penalty: 3816.925781
	Iteration 6F: 3 clusters Score -1.421666e+07 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -14225429.000000 Penalty: 3816.925781
	Iteration 7F: 3 clusters Score -1.422543e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 97229 members 
Entering Unmasked Estep 
Score: -14233706.000000 Penalty: 3816.925781
	Iteration 8F: 3 clusters Score -1.423371e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 102361 members 
Entering Unmasked Estep 
Score: -14239441.000000 Penalty: 3816.925781
	Iteration 9F: 3 clusters Score -1.423944e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 105813 members 
Entering Unmasked Estep 
Score: -14242541.000000 Penalty: 3816.925781
	Iteration 10Q: 3 clusters Score -1.424254e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 108426 members 
Entering Unmasked Estep 
Score: -14244214.000000 Penalty: 3816.925781
	Iteration 11Q: 3 clusters Score -1.424421e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 110616 members 
Entering Unmasked Estep 
Score: -14245451.000000 Penalty: 3816.925781
	Iteration 12Q: 3 clusters Score -1.424545e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 112454 members 
Entering Unmasked Estep 
Score: -14246366.000000 Penalty: 3816.925781
	Iteration 13Q: 3 clusters Score -1.424637e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 114083 members 
Entering Unmasked Estep 
Score: -14247072.000000 Penalty: 3816.925781
	Iteration 14Q: 3 clusters Score -1.424707e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 115425 members 
Entering Unmasked Estep 
Score: -14247582.000000 Penalty: 3816.925781
	Iteration 15Q: 3 clusters Score -1.424758e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 116567 members 
Entering Unmasked Estep 
Score: -14247943.000000 Penalty: 3816.925781
	Iteration 16Q: 3 clusters Score -1.424794e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 117556 members 
Entering Unmasked Estep 
Score: -14248276.000000 Penalty: 3816.925781
	Iteration 17Q: 3 clusters Score -1.424828e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 118375 members 
Entering Unmasked Estep 
Score: -14248470.000000 Penalty: 3816.925781
	Iteration 18Q: 3 clusters Score -1.424847e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 119082 members 
Entering Unmasked Estep 
Score: -14248641.000000 Penalty: 3816.925781
	Iteration 19Q: 3 clusters Score -1.424864e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 119706 members 
Entering Unmasked Estep 
Score: -14248800.000000 Penalty: 3816.925781
	Iteration 20F: 3 clusters Score -1.42488e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 120218 members 
Entering Unmasked Estep 
Score: -14248891.000000 Penalty: 3816.925781
	Iteration 21Q: 3 clusters Score -1.424889e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 120647 members 
Entering Unmasked Estep 
Score: -14249017.000000 Penalty: 3816.925781
	Iteration 22Q: 3 clusters Score -1.424902e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 120997 members 
Entering Unmasked Estep 
Score: -14249065.000000 Penalty: 3816.925781
	Iteration 23Q: 3 clusters Score -1.424906e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 121303 members 
Entering Unmasked Estep 
Score: -14249164.000000 Penalty: 3816.925781
	Iteration 24Q: 3 clusters Score -1.424916e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 121562 members 
Entering Unmasked Estep 
Score: -14249216.000000 Penalty: 3816.925781
	Iteration 25Q: 3 clusters Score -1.424922e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 121798 members 
Entering Unmasked Estep 
Score: -14249278.000000 Penalty: 3816.925781
	Iteration 26Q: 3 clusters Score -1.424928e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 122015 members 
Entering Unmasked Estep 
Score: -14249299.000000 Penalty: 3816.925781
	Iteration 27Q: 3 clusters Score -1.42493e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 122195 members 
Entering Unmasked Estep 
Score: -14249295.000000 Penalty: 3816.925781
	Iteration 28Q: 3 clusters Score -1.42493e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 122332 members 
Entering Unmasked Estep 
Score: -14249336.000000 Penalty: 3816.925781
	Iteration 29Q: 3 clusters Score -1.424934e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 122456 members 
Entering Unmasked Estep 
Score: -14249386.000000 Penalty: 3816.925781
	Iteration 30Q: 3 clusters Score -1.424939e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 122557 members 
Entering Unmasked Estep 
Score: -14249428.000000 Penalty: 3816.925781
	Iteration 31Q: 3 clusters Score -1.424943e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 122648 members 
Entering Unmasked Estep 
Score: -14249407.000000 Penalty: 3816.925781
	Iteration 32Q: 3 clusters Score -1.424941e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 122734 members 
Entering Unmasked Estep 
Score: -14249401.000000 Penalty: 3816.925781
	Iteration 33Q: 3 clusters Score -1.42494e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 122819 members 
Entering Unmasked Estep 
Score: -14249412.000000 Penalty: 3816.925781
	Iteration 34Q: 3 clusters Score -1.424941e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 122882 members 
Entering Unmasked Estep 
Score: -14249422.000000 Penalty: 3816.925781
	Iteration 35Q: 3 clusters Score -1.424942e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 122930 members 
Entering Unmasked Estep 
Score: -14249451.000000 Penalty: 3816.925781
	Iteration 36Q: 3 clusters Score -1.424945e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 122982 members 
Entering Unmasked Estep 
Score: -14249449.000000 Penalty: 3816.925781
	Iteration 37Q: 3 clusters Score -1.424945e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 123024 members 
Entering Unmasked Estep 
Score: -14249463.000000 Penalty: 3816.925781
	Iteration 38Q: 3 clusters Score -1.424946e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 123060 members 
Entering Unmasked Estep 
Score: -14249466.000000 Penalty: 3816.925781
	Iteration 39Q: 3 clusters Score -1.424947e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 123097 members 
Entering Unmasked Estep 
Score: -14249468.000000 Penalty: 3816.925781
	Iteration 40F: 3 clusters Score -1.424947e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 123134 members 
Entering Unmasked Estep 
Score: -14249474.000000 Penalty: 3816.925781
	Iteration 41Q: 3 clusters Score -1.424947e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 123164 members 
Entering Unmasked Estep 
Score: -14249468.000000 Penalty: 3816.925781
	Iteration 42Q: 3 clusters Score -1.424947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 123182 members 
Entering Unmasked Estep 
Score: -14249469.000000 Penalty: 3816.925781
	Iteration 43Q: 3 clusters Score -1.424947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 123192 members 
Entering Unmasked Estep 
Score: -14249459.000000 Penalty: 3816.925781
	Iteration 44Q: 3 clusters Score -1.424946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 123202 members 
Entering Unmasked Estep 
Score: -14249450.000000 Penalty: 3816.925781
	Iteration 45Q: 3 clusters Score -1.424945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 123211 members 
Entering Unmasked Estep 
Score: -14249449.000000 Penalty: 3816.925781
	Iteration 46Q: 3 clusters Score -1.424945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 123217 members 
Entering Unmasked Estep 
Score: -14249441.000000 Penalty: 3816.925781
	Iteration 47Q: 3 clusters Score -1.424944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 123222 members 
Entering Unmasked Estep 
Score: -14249433.000000 Penalty: 3816.925781
	Iteration 48Q: 3 clusters Score -1.424943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 123224 members 
Entering Unmasked Estep 
Score: -14249432.000000 Penalty: 3816.925781
	Iteration 49Q: 3 clusters Score -1.424943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 123230 members 
Entering Unmasked Estep 
Score: -14249435.000000 Penalty: 3816.925781
	Iteration 50Q: 3 clusters Score -1.424944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 123233 members 
Entering Unmasked Estep 
Score: -14249432.000000 Penalty: 3816.925781
	Iteration 51Q: 3 clusters Score -1.424943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 123235 members 
Entering Unmasked Estep 
Score: -14249429.000000 Penalty: 3816.925781
	Iteration 52Q: 3 clusters Score -1.424943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 123236 members 
Entering Unmasked Estep 
Score: -14249434.000000 Penalty: 3816.925781
	Iteration 53Q: 3 clusters Score -1.424943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 123237 members 
Entering Unmasked Estep 
Score: -14249435.000000 Penalty: 3816.925781
	Iteration 54Q: 3 clusters Score -1.424944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 123237 members 
Entering Unmasked Estep 
Score: -14249435.000000 Penalty: 3816.925781
	Iteration 55F: 3 clusters Score -1.424944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Entering Unmasked Estep 
Score: -1701493.375000 Penalty: 1565.956055
	Iteration 0F: 2 clusters Score -1701493 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 7701 members 
Entering Unmasked Estep 
Score: -1690858.500000 Penalty: 3131.912109
	Iteration 0F: 3 clusters Score -1690858 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1694420.625000 Penalty: 3131.912109
	Iteration 1F: 3 clusters Score -1694421 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1694678.125000 Penalty: 3131.912109
	Iteration 2Q: 3 clusters Score -1694678 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1694872.875000 Penalty: 3131.912109
	Iteration 3Q: 3 clusters Score -1694873 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1695024.750000 Penalty: 3131.912109
	Iteration 4Q: 3 clusters Score -1695025 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1695187.250000 Penalty: 3131.912109
	Iteration 5Q: 3 clusters Score -1695187 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1695362.250000 Penalty: 3131.912109
	Iteration 6Q: 3 clusters Score -1695362 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1695602.125000 Penalty: 3131.912109
	Iteration 7Q: 3 clusters Score -1695602 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1695952.125000 Penalty: 3131.912109
	Iteration 8Q: 3 clusters Score -1695952 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1696513.000000 Penalty: 3131.912109
	Iteration 9F: 3 clusters Score -1696513 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1697362.875000 Penalty: 3131.912109
	Iteration 10F: 3 clusters Score -1697363 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1698379.500000 Penalty: 3131.912109
	Iteration 11F: 3 clusters Score -1698380 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1699274.375000 Penalty: 3131.912109
	Iteration 12F: 3 clusters Score -1699274 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1699751.375000 Penalty: 3131.912109
	Iteration 13Q: 3 clusters Score -1699751 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1699928.000000 Penalty: 3131.912109
	Iteration 14Q: 3 clusters Score -1699928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1700015.000000 Penalty: 3131.912109
	Iteration 15Q: 3 clusters Score -1700015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1700060.625000 Penalty: 3131.912109
	Iteration 16Q: 3 clusters Score -1700061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1700104.750000 Penalty: 3131.912109
	Iteration 17Q: 3 clusters Score -1700105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1700127.000000 Penalty: 3131.912109
	Iteration 18Q: 3 clusters Score -1700127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1700141.250000 Penalty: 3131.912109
	Iteration 19Q: 3 clusters Score -1700141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1700145.000000 Penalty: 3131.912109
	Iteration 20F: 3 clusters Score -1700145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1700148.625000 Penalty: 3131.912109
	Iteration 21Q: 3 clusters Score -1700149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1700148.625000 Penalty: 3131.912109
	Iteration 22F: 3 clusters Score -1700149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -54983.503906 Penalty: 1016.247192
	Iteration 0F: 2 clusters Score -54983.5 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 266 members 
Entering Unmasked Estep 
Score: -53882.601562 Penalty: 2032.494385
	Iteration 0F: 3 clusters Score -53882.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54046.414062 Penalty: 2032.494385
	Iteration 1F: 3 clusters Score -54046.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54099.238281 Penalty: 2032.494385
	Iteration 2F: 3 clusters Score -54099.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54125.734375 Penalty: 2032.494385
	Iteration 3Q: 3 clusters Score -54125.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54135.507812 Penalty: 2032.494385
	Iteration 4Q: 3 clusters Score -54135.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54144.140625 Penalty: 2032.494385
	Iteration 5Q: 3 clusters Score -54144.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54146.097656 Penalty: 2032.494385
	Iteration 6Q: 3 clusters Score -54146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54147.464844 Penalty: 2032.494385
	Iteration 7Q: 3 clusters Score -54147.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54147.464844 Penalty: 2032.494385
	Iteration 8F: 3 clusters Score -54147.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Entering Unmasked Estep 
Score: -4268034.500000 Penalty: 1716.222656
	Iteration 0F: 2 clusters Score -4268034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -4242038.500000 Penalty: 3432.445312
	Iteration 0F: 3 clusters Score -4242038 nChanged 17968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -4252482.500000 Penalty: 3432.445312
	Iteration 1F: 3 clusters Score -4252482 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -4253053.500000 Penalty: 3432.445312
	Iteration 2Q: 3 clusters Score -4253054 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4253626.500000 Penalty: 3432.445312
	Iteration 3Q: 3 clusters Score -4253626 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -4254357.000000 Penalty: 3432.445312
	Iteration 4Q: 3 clusters Score -4254357 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -4255364.000000 Penalty: 3432.445312
	Iteration 5Q: 3 clusters Score -4255364 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -4256870.000000 Penalty: 3432.445312
	Iteration 6F: 3 clusters Score -4256870 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4258800.000000 Penalty: 3432.445312
	Iteration 7F: 3 clusters Score -4258800 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -4260758.000000 Penalty: 3432.445312
	Iteration 8F: 3 clusters Score -4260758 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -4262385.500000 Penalty: 3432.445312
	Iteration 9F: 3 clusters Score -4262386 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -4263666.000000 Penalty: 3432.445312
	Iteration 10Q: 3 clusters Score -4263666 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4264587.500000 Penalty: 3432.445312
	Iteration 11Q: 3 clusters Score -4264588 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4265253.500000 Penalty: 3432.445312
	Iteration 12Q: 3 clusters Score -4265254 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4265692.000000 Penalty: 3432.445312
	Iteration 13Q: 3 clusters Score -4265692 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4265994.000000 Penalty: 3432.445312
	Iteration 14Q: 3 clusters Score -4265994 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4266190.000000 Penalty: 3432.445312
	Iteration 15Q: 3 clusters Score -4266190 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4266331.500000 Penalty: 3432.445312
	Iteration 16Q: 3 clusters Score -4266332 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4266432.500000 Penalty: 3432.445312
	Iteration 17Q: 3 clusters Score -4266432 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4266529.500000 Penalty: 3432.445312
	Iteration 18Q: 3 clusters Score -4266530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4266578.500000 Penalty: 3432.445312
	Iteration 19Q: 3 clusters Score -4266578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4266630.000000 Penalty: 3432.445312
	Iteration 20F: 3 clusters Score -4266630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4266672.000000 Penalty: 3432.445312
	Iteration 21Q: 3 clusters Score -4266672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4266692.000000 Penalty: 3432.445312
	Iteration 22Q: 3 clusters Score -4266692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4266705.000000 Penalty: 3432.445312
	Iteration 23Q: 3 clusters Score -4266705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4266711.500000 Penalty: 3432.445312
	Iteration 24Q: 3 clusters Score -4266712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4266712.000000 Penalty: 3432.445312
	Iteration 25Q: 3 clusters Score -4266712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4266720.500000 Penalty: 3432.445312
	Iteration 26Q: 3 clusters Score -4266720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4266723.500000 Penalty: 3432.445312
	Iteration 27Q: 3 clusters Score -4266724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4266723.500000 Penalty: 3432.445312
	Iteration 28Q: 3 clusters Score -4266724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4266723.500000 Penalty: 3432.445312
	Iteration 29F: 3 clusters Score -4266724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -261892.921875 Penalty: 1268.654297
	Iteration 0F: 2 clusters Score -261892.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -259591.250000 Penalty: 2537.308594
	Iteration 0F: 3 clusters Score -259591.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -260208.265625 Penalty: 2537.308594
	Iteration 1F: 3 clusters Score -260208.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -260396.578125 Penalty: 2537.308594
	Iteration 2F: 3 clusters Score -260396.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -260503.921875 Penalty: 2537.308594
	Iteration 3F: 3 clusters Score -260503.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -260581.968750 Penalty: 2537.308594
	Iteration 4Q: 3 clusters Score -260582 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -260631.359375 Penalty: 2537.308594
	Iteration 5Q: 3 clusters Score -260631.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -260671.062500 Penalty: 2537.308594
	Iteration 6Q: 3 clusters Score -260671.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -260696.187500 Penalty: 2537.308594
	Iteration 7Q: 3 clusters Score -260696.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -260714.687500 Penalty: 2537.308594
	Iteration 8Q: 3 clusters Score -260714.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -260734.531250 Penalty: 2537.308594
	Iteration 9Q: 3 clusters Score -260734.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -260755.671875 Penalty: 2537.308594
	Iteration 10Q: 3 clusters Score -260755.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -260768.703125 Penalty: 2537.308594
	Iteration 11Q: 3 clusters Score -260768.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -260780.203125 Penalty: 2537.308594
	Iteration 12Q: 3 clusters Score -260780.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -260786.765625 Penalty: 2537.308594
	Iteration 13Q: 3 clusters Score -260786.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -260795.359375 Penalty: 2537.308594
	Iteration 14Q: 3 clusters Score -260795.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -260802.234375 Penalty: 2537.308594
	Iteration 15Q: 3 clusters Score -260802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -260806.312500 Penalty: 2537.308594
	Iteration 16Q: 3 clusters Score -260806.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -260809.015625 Penalty: 2537.308594
	Iteration 17Q: 3 clusters Score -260809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -260811.562500 Penalty: 2537.308594
	Iteration 18Q: 3 clusters Score -260811.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -260813.140625 Penalty: 2537.308594
	Iteration 19Q: 3 clusters Score -260813.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -260815.656250 Penalty: 2537.308594
	Iteration 20F: 3 clusters Score -260815.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -260819.156250 Penalty: 2537.308594
	Iteration 21Q: 3 clusters Score -260819.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -260821.593750 Penalty: 2537.308594
	Iteration 22Q: 3 clusters Score -260821.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -260824.406250 Penalty: 2537.308594
	Iteration 23Q: 3 clusters Score -260824.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -260828.546875 Penalty: 2537.308594
	Iteration 24Q: 3 clusters Score -260828.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -260829.968750 Penalty: 2537.308594
	Iteration 25Q: 3 clusters Score -260830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -260831.250000 Penalty: 2537.308594
	Iteration 26Q: 3 clusters Score -260831.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -260831.984375 Penalty: 2537.308594
	Iteration 27Q: 3 clusters Score -260832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -260834.140625 Penalty: 2537.308594
	Iteration 28Q: 3 clusters Score -260834.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -260836.609375 Penalty: 2537.308594
	Iteration 29Q: 3 clusters Score -260836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -260838.125000 Penalty: 2537.308594
	Iteration 30Q: 3 clusters Score -260838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -260839.296875 Penalty: 2537.308594
	Iteration 31Q: 3 clusters Score -260839.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -260840.218750 Penalty: 2537.308594
	Iteration 32Q: 3 clusters Score -260840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -260840.671875 Penalty: 2537.308594
	Iteration 33Q: 3 clusters Score -260840.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -260841.781250 Penalty: 2537.308594
	Iteration 34Q: 3 clusters Score -260841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -260843.875000 Penalty: 2537.308594
	Iteration 35Q: 3 clusters Score -260843.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -260845.890625 Penalty: 2537.308594
	Iteration 36Q: 3 clusters Score -260845.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -260848.953125 Penalty: 2537.308594
	Iteration 37Q: 3 clusters Score -260849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -260852.093750 Penalty: 2537.308594
	Iteration 38Q: 3 clusters Score -260852.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -260854.578125 Penalty: 2537.308594
	Iteration 39Q: 3 clusters Score -260854.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -260856.031250 Penalty: 2537.308594
	Iteration 40F: 3 clusters Score -260856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -260856.437500 Penalty: 2537.308594
	Iteration 41Q: 3 clusters Score -260856.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -260856.734375 Penalty: 2537.308594
	Iteration 42Q: 3 clusters Score -260856.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -260856.734375 Penalty: 2537.308594
	Iteration 43F: 3 clusters Score -260856.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -52834.808594 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -52834.81 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 240 members 
Entering Unmasked Estep 
Score: -51796.644531 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -51796.64 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51971.320312 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -51971.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52008.316406 Penalty: 2013.844360
	Iteration 2Q: 3 clusters Score -52008.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52020.406250 Penalty: 2013.844360
	Iteration 3Q: 3 clusters Score -52020.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52030.367188 Penalty: 2013.844360
	Iteration 4Q: 3 clusters Score -52030.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52033.402344 Penalty: 2013.844360
	Iteration 5Q: 3 clusters Score -52033.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52034.277344 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -52034.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52034.277344 Penalty: 2013.844360
	Iteration 7F: 3 clusters Score -52034.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Entering Unmasked Estep 
Score: -419229.656250 Penalty: 1335.246094
	Iteration 0F: 2 clusters Score -419229.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -416068.406250 Penalty: 2670.492188
	Iteration 0F: 3 clusters Score -416068.4 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -416890.750000 Penalty: 2670.492188
	Iteration 1F: 3 clusters Score -416890.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -417051.625000 Penalty: 2670.492188
	Iteration 2F: 3 clusters Score -417051.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -417163.343750 Penalty: 2670.492188
	Iteration 3F: 3 clusters Score -417163.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -417269.187500 Penalty: 2670.492188
	Iteration 4Q: 3 clusters Score -417269.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -417354.093750 Penalty: 2670.492188
	Iteration 5Q: 3 clusters Score -417354.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -417422.500000 Penalty: 2670.492188
	Iteration 6Q: 3 clusters Score -417422.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -417484.312500 Penalty: 2670.492188
	Iteration 7Q: 3 clusters Score -417484.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -417544.156250 Penalty: 2670.492188
	Iteration 8Q: 3 clusters Score -417544.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -417593.937500 Penalty: 2670.492188
	Iteration 9Q: 3 clusters Score -417593.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -417635.468750 Penalty: 2670.492188
	Iteration 10Q: 3 clusters Score -417635.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -417687.593750 Penalty: 2670.492188
	Iteration 11Q: 3 clusters Score -417687.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -417749.750000 Penalty: 2670.492188
	Iteration 12Q: 3 clusters Score -417749.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -417841.031250 Penalty: 2670.492188
	Iteration 13Q: 3 clusters Score -417841 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -417917.812500 Penalty: 2670.492188
	Iteration 14Q: 3 clusters Score -417917.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -417981.000000 Penalty: 2670.492188
	Iteration 15Q: 3 clusters Score -417981 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -418042.937500 Penalty: 2670.492188
	Iteration 16Q: 3 clusters Score -418042.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -418095.500000 Penalty: 2670.492188
	Iteration 17Q: 3 clusters Score -418095.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -418154.687500 Penalty: 2670.492188
	Iteration 18Q: 3 clusters Score -418154.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -418205.187500 Penalty: 2670.492188
	Iteration 19Q: 3 clusters Score -418205.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -418268.656250 Penalty: 2670.492188
	Iteration 20F: 3 clusters Score -418268.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -418319.906250 Penalty: 2670.492188
	Iteration 21Q: 3 clusters Score -418319.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -418353.468750 Penalty: 2670.492188
	Iteration 22Q: 3 clusters Score -418353.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -418378.500000 Penalty: 2670.492188
	Iteration 23Q: 3 clusters Score -418378.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -418396.750000 Penalty: 2670.492188
	Iteration 24Q: 3 clusters Score -418396.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -418414.468750 Penalty: 2670.492188
	Iteration 25Q: 3 clusters Score -418414.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -418429.218750 Penalty: 2670.492188
	Iteration 26Q: 3 clusters Score -418429.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -418441.156250 Penalty: 2670.492188
	Iteration 27Q: 3 clusters Score -418441.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -418447.906250 Penalty: 2670.492188
	Iteration 28Q: 3 clusters Score -418447.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -418458.687500 Penalty: 2670.492188
	Iteration 29Q: 3 clusters Score -418458.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -418463.281250 Penalty: 2670.492188
	Iteration 30Q: 3 clusters Score -418463.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -418468.000000 Penalty: 2670.492188
	Iteration 31Q: 3 clusters Score -418468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -418471.281250 Penalty: 2670.492188
	Iteration 32Q: 3 clusters Score -418471.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -418474.437500 Penalty: 2670.492188
	Iteration 33Q: 3 clusters Score -418474.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -418476.343750 Penalty: 2670.492188
	Iteration 34Q: 3 clusters Score -418476.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -418479.875000 Penalty: 2670.492188
	Iteration 35Q: 3 clusters Score -418479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -418480.843750 Penalty: 2670.492188
	Iteration 36Q: 3 clusters Score -418480.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -418481.500000 Penalty: 2670.492188
	Iteration 37Q: 3 clusters Score -418481.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -418482.625000 Penalty: 2670.492188
	Iteration 38Q: 3 clusters Score -418482.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -418482.625000 Penalty: 2670.492188
	Iteration 39Q: 3 clusters Score -418482.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -418482.625000 Penalty: 2670.492188
	Iteration 40F: 3 clusters Score -418482.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Entering Unmasked Estep 
Score: -1143054.125000 Penalty: 1494.882935
	Iteration 0F: 2 clusters Score -1143054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1135951.375000 Penalty: 2989.765869
	Iteration 0F: 3 clusters Score -1135951 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1138260.125000 Penalty: 2989.765869
	Iteration 1F: 3 clusters Score -1138260 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1138475.750000 Penalty: 2989.765869
	Iteration 2F: 3 clusters Score -1138476 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1138643.750000 Penalty: 2989.765869
	Iteration 3Q: 3 clusters Score -1138644 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1138749.625000 Penalty: 2989.765869
	Iteration 4Q: 3 clusters Score -1138750 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1138850.250000 Penalty: 2989.765869
	Iteration 5Q: 3 clusters Score -1138850 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1138951.500000 Penalty: 2989.765869
	Iteration 6Q: 3 clusters Score -1138952 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1139043.500000 Penalty: 2989.765869
	Iteration 7Q: 3 clusters Score -1139044 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1139154.500000 Penalty: 2989.765869
	Iteration 8Q: 3 clusters Score -1139154 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1139278.500000 Penalty: 2989.765869
	Iteration 9Q: 3 clusters Score -1139278 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1139435.375000 Penalty: 2989.765869
	Iteration 10Q: 3 clusters Score -1139435 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1139595.125000 Penalty: 2989.765869
	Iteration 11Q: 3 clusters Score -1139595 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1139835.625000 Penalty: 2989.765869
	Iteration 12Q: 3 clusters Score -1139836 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1140135.125000 Penalty: 2989.765869
	Iteration 13Q: 3 clusters Score -1140135 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1140446.250000 Penalty: 2989.765869
	Iteration 14Q: 3 clusters Score -1140446 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1140746.125000 Penalty: 2989.765869
	Iteration 15Q: 3 clusters Score -1140746 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1140989.625000 Penalty: 2989.765869
	Iteration 16Q: 3 clusters Score -1140990 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1141156.750000 Penalty: 2989.765869
	Iteration 17Q: 3 clusters Score -1141157 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1141275.250000 Penalty: 2989.765869
	Iteration 18Q: 3 clusters Score -1141275 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1141358.500000 Penalty: 2989.765869
	Iteration 19Q: 3 clusters Score -1141358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1141408.375000 Penalty: 2989.765869
	Iteration 20F: 3 clusters Score -1141408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1141440.500000 Penalty: 2989.765869
	Iteration 21Q: 3 clusters Score -1141440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1141462.875000 Penalty: 2989.765869
	Iteration 22Q: 3 clusters Score -1141463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1141482.000000 Penalty: 2989.765869
	Iteration 23Q: 3 clusters Score -1141482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1141494.625000 Penalty: 2989.765869
	Iteration 24Q: 3 clusters Score -1141495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1141503.875000 Penalty: 2989.765869
	Iteration 25Q: 3 clusters Score -1141504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1141514.875000 Penalty: 2989.765869
	Iteration 26Q: 3 clusters Score -1141515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1141528.625000 Penalty: 2989.765869
	Iteration 27Q: 3 clusters Score -1141529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1141534.125000 Penalty: 2989.765869
	Iteration 28Q: 3 clusters Score -1141534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1141543.250000 Penalty: 2989.765869
	Iteration 29Q: 3 clusters Score -1141543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1141544.500000 Penalty: 2989.765869
	Iteration 30Q: 3 clusters Score -1141544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1141549.000000 Penalty: 2989.765869
	Iteration 31Q: 3 clusters Score -1141549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1141554.250000 Penalty: 2989.765869
	Iteration 32Q: 3 clusters Score -1141554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1141561.000000 Penalty: 2989.765869
	Iteration 33Q: 3 clusters Score -1141561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1141567.250000 Penalty: 2989.765869
	Iteration 34Q: 3 clusters Score -1141567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1141584.000000 Penalty: 2989.765869
	Iteration 35Q: 3 clusters Score -1141584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1141591.875000 Penalty: 2989.765869
	Iteration 36Q: 3 clusters Score -1141592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1141597.500000 Penalty: 2989.765869
	Iteration 37Q: 3 clusters Score -1141598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1141606.500000 Penalty: 2989.765869
	Iteration 38Q: 3 clusters Score -1141606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1141607.125000 Penalty: 2989.765869
	Iteration 39Q: 3 clusters Score -1141607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1141613.375000 Penalty: 2989.765869
	Iteration 40F: 3 clusters Score -1141613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1141622.625000 Penalty: 2989.765869
	Iteration 41Q: 3 clusters Score -1141623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1141632.375000 Penalty: 2989.765869
	Iteration 42Q: 3 clusters Score -1141632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1141638.375000 Penalty: 2989.765869
	Iteration 43Q: 3 clusters Score -1141638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1141643.250000 Penalty: 2989.765869
	Iteration 44Q: 3 clusters Score -1141643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1141650.125000 Penalty: 2989.765869
	Iteration 45Q: 3 clusters Score -1141650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1141658.125000 Penalty: 2989.765869
	Iteration 46Q: 3 clusters Score -1141658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1141669.250000 Penalty: 2989.765869
	Iteration 47Q: 3 clusters Score -1141669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1141678.125000 Penalty: 2989.765869
	Iteration 48Q: 3 clusters Score -1141678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1141687.750000 Penalty: 2989.765869
	Iteration 49Q: 3 clusters Score -1141688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1141693.875000 Penalty: 2989.765869
	Iteration 50Q: 3 clusters Score -1141694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1141698.875000 Penalty: 2989.765869
	Iteration 51Q: 3 clusters Score -1141699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1141708.250000 Penalty: 2989.765869
	Iteration 52Q: 3 clusters Score -1141708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1141709.000000 Penalty: 2989.765869
	Iteration 53Q: 3 clusters Score -1141709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1141714.500000 Penalty: 2989.765869
	Iteration 54Q: 3 clusters Score -1141714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1141720.375000 Penalty: 2989.765869
	Iteration 55Q: 3 clusters Score -1141720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1141723.000000 Penalty: 2989.765869
	Iteration 56Q: 3 clusters Score -1141723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1141724.875000 Penalty: 2989.765869
	Iteration 57Q: 3 clusters Score -1141725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1141728.375000 Penalty: 2989.765869
	Iteration 58Q: 3 clusters Score -1141728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1141731.500000 Penalty: 2989.765869
	Iteration 59Q: 3 clusters Score -1141732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1141737.625000 Penalty: 2989.765869
	Iteration 60F: 3 clusters Score -1141738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1141743.000000 Penalty: 2989.765869
	Iteration 61Q: 3 clusters Score -1141743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1141743.500000 Penalty: 2989.765869
	Iteration 62Q: 3 clusters Score -1141744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1141746.750000 Penalty: 2989.765869
	Iteration 63Q: 3 clusters Score -1141747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1141749.625000 Penalty: 2989.765869
	Iteration 64Q: 3 clusters Score -1141750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1141751.000000 Penalty: 2989.765869
	Iteration 65Q: 3 clusters Score -1141751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1141750.625000 Penalty: 2989.765869
	Iteration 66Q: 3 clusters Score -1141751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1141750.375000 Penalty: 2989.765869
	Iteration 67Q: 3 clusters Score -1141750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1141752.375000 Penalty: 2989.765869
	Iteration 68Q: 3 clusters Score -1141752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1141752.750000 Penalty: 2989.765869
	Iteration 69Q: 3 clusters Score -1141753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1141752.375000 Penalty: 2989.765869
	Iteration 70Q: 3 clusters Score -1141752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1141752.375000 Penalty: 2989.765869
	Iteration 71F: 3 clusters Score -1141752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Entering Unmasked Estep 
Score: -2532179.500000 Penalty: 1624.619873
	Iteration 0F: 2 clusters Score -2532180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2517272.500000 Penalty: 3249.239746
	Iteration 0F: 3 clusters Score -2517272 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2522968.250000 Penalty: 3249.239746
	Iteration 1F: 3 clusters Score -2522968 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2523543.750000 Penalty: 3249.239746
	Iteration 2F: 3 clusters Score -2523544 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2524158.250000 Penalty: 3249.239746
	Iteration 3F: 3 clusters Score -2524158 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2524873.750000 Penalty: 3249.239746
	Iteration 4F: 3 clusters Score -2524874 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2525726.750000 Penalty: 3249.239746
	Iteration 5F: 3 clusters Score -2525727 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2526666.500000 Penalty: 3249.239746
	Iteration 6F: 3 clusters Score -2526666 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2527671.500000 Penalty: 3249.239746
	Iteration 7F: 3 clusters Score -2527672 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2528521.750000 Penalty: 3249.239746
	Iteration 8Q: 3 clusters Score -2528522 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2529058.000000 Penalty: 3249.239746
	Iteration 9Q: 3 clusters Score -2529058 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2529376.000000 Penalty: 3249.239746
	Iteration 10Q: 3 clusters Score -2529376 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2529586.250000 Penalty: 3249.239746
	Iteration 11Q: 3 clusters Score -2529586 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2529733.750000 Penalty: 3249.239746
	Iteration 12Q: 3 clusters Score -2529734 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2529871.500000 Penalty: 3249.239746
	Iteration 13Q: 3 clusters Score -2529872 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2529970.750000 Penalty: 3249.239746
	Iteration 14Q: 3 clusters Score -2529971 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2530049.750000 Penalty: 3249.239746
	Iteration 15Q: 3 clusters Score -2530050 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2530129.500000 Penalty: 3249.239746
	Iteration 16Q: 3 clusters Score -2530130 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2530202.000000 Penalty: 3249.239746
	Iteration 17Q: 3 clusters Score -2530202 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2530257.500000 Penalty: 3249.239746
	Iteration 18Q: 3 clusters Score -2530258 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2530310.000000 Penalty: 3249.239746
	Iteration 19Q: 3 clusters Score -2530310 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2530357.250000 Penalty: 3249.239746
	Iteration 20F: 3 clusters Score -2530357 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2530399.750000 Penalty: 3249.239746
	Iteration 21Q: 3 clusters Score -2530400 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2530437.750000 Penalty: 3249.239746
	Iteration 22Q: 3 clusters Score -2530438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2530473.500000 Penalty: 3249.239746
	Iteration 23Q: 3 clusters Score -2530474 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2530503.000000 Penalty: 3249.239746
	Iteration 24Q: 3 clusters Score -2530503 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2530541.000000 Penalty: 3249.239746
	Iteration 25Q: 3 clusters Score -2530541 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2530580.500000 Penalty: 3249.239746
	Iteration 26Q: 3 clusters Score -2530580 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2530621.000000 Penalty: 3249.239746
	Iteration 27Q: 3 clusters Score -2530621 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2530671.750000 Penalty: 3249.239746
	Iteration 28Q: 3 clusters Score -2530672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2530723.500000 Penalty: 3249.239746
	Iteration 29Q: 3 clusters Score -2530724 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2530768.750000 Penalty: 3249.239746
	Iteration 30Q: 3 clusters Score -2530769 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2530791.250000 Penalty: 3249.239746
	Iteration 31Q: 3 clusters Score -2530791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2530816.750000 Penalty: 3249.239746
	Iteration 32Q: 3 clusters Score -2530817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2530838.250000 Penalty: 3249.239746
	Iteration 33Q: 3 clusters Score -2530838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2530845.000000 Penalty: 3249.239746
	Iteration 34Q: 3 clusters Score -2530845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2530863.250000 Penalty: 3249.239746
	Iteration 35Q: 3 clusters Score -2530863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2530868.500000 Penalty: 3249.239746
	Iteration 36Q: 3 clusters Score -2530868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2530874.250000 Penalty: 3249.239746
	Iteration 37Q: 3 clusters Score -2530874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2530875.000000 Penalty: 3249.239746
	Iteration 38Q: 3 clusters Score -2530875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2530881.750000 Penalty: 3249.239746
	Iteration 39Q: 3 clusters Score -2530882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2530888.500000 Penalty: 3249.239746
	Iteration 40F: 3 clusters Score -2530888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2530891.000000 Penalty: 3249.239746
	Iteration 41Q: 3 clusters Score -2530891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2530889.750000 Penalty: 3249.239746
	Iteration 42Q: 3 clusters Score -2530890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2530896.500000 Penalty: 3249.239746
	Iteration 43Q: 3 clusters Score -2530896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2530899.250000 Penalty: 3249.239746
	Iteration 44Q: 3 clusters Score -2530899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2530905.000000 Penalty: 3249.239746
	Iteration 45Q: 3 clusters Score -2530905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2530907.750000 Penalty: 3249.239746
	Iteration 46Q: 3 clusters Score -2530908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2530915.250000 Penalty: 3249.239746
	Iteration 47Q: 3 clusters Score -2530915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2530919.250000 Penalty: 3249.239746
	Iteration 48Q: 3 clusters Score -2530919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2530915.750000 Penalty: 3249.239746
	Iteration 49Q: 3 clusters Score -2530916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2530929.250000 Penalty: 3249.239746
	Iteration 50Q: 3 clusters Score -2530929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2530929.250000 Penalty: 3249.239746
	Iteration 51Q: 3 clusters Score -2530929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2530936.000000 Penalty: 3249.239746
	Iteration 52Q: 3 clusters Score -2530936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2530939.750000 Penalty: 3249.239746
	Iteration 53Q: 3 clusters Score -2530940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -2530943.250000 Penalty: 3249.239746
	Iteration 54Q: 3 clusters Score -2530943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2530944.250000 Penalty: 3249.239746
	Iteration 55Q: 3 clusters Score -2530944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2530947.000000 Penalty: 3249.239746
	Iteration 56Q: 3 clusters Score -2530947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2530945.250000 Penalty: 3249.239746
	Iteration 57Q: 3 clusters Score -2530945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2530945.000000 Penalty: 3249.239746
	Iteration 58Q: 3 clusters Score -2530945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2530948.750000 Penalty: 3249.239746
	Iteration 59Q: 3 clusters Score -2530949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2530948.250000 Penalty: 3249.239746
	Iteration 60F: 3 clusters Score -2530948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2530948.750000 Penalty: 3249.239746
	Iteration 61Q: 3 clusters Score -2530949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2530953.250000 Penalty: 3249.239746
	Iteration 62Q: 3 clusters Score -2530953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2530953.500000 Penalty: 3249.239746
	Iteration 63Q: 3 clusters Score -2530954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2530954.500000 Penalty: 3249.239746
	Iteration 64Q: 3 clusters Score -2530954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2530954.250000 Penalty: 3249.239746
	Iteration 65Q: 3 clusters Score -2530954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2530954.250000 Penalty: 3249.239746
	Iteration 66F: 3 clusters Score -2530954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Entering Unmasked Estep 
Score: -1548061.000000 Penalty: 1543.984375
	Iteration 0F: 2 clusters Score -1548061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1538721.875000 Penalty: 3087.968750
	Iteration 0F: 3 clusters Score -1538722 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1541908.000000 Penalty: 3087.968750
	Iteration 1F: 3 clusters Score -1541908 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1542208.875000 Penalty: 3087.968750
	Iteration 2F: 3 clusters Score -1542209 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1542514.250000 Penalty: 3087.968750
	Iteration 3Q: 3 clusters Score -1542514 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1542839.000000 Penalty: 3087.968750
	Iteration 4Q: 3 clusters Score -1542839 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1543176.250000 Penalty: 3087.968750
	Iteration 5Q: 3 clusters Score -1543176 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1543526.875000 Penalty: 3087.968750
	Iteration 6Q: 3 clusters Score -1543527 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1543917.625000 Penalty: 3087.968750
	Iteration 7Q: 3 clusters Score -1543918 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1544355.375000 Penalty: 3087.968750
	Iteration 8Q: 3 clusters Score -1544355 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1544781.625000 Penalty: 3087.968750
	Iteration 9Q: 3 clusters Score -1544782 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1545176.625000 Penalty: 3087.968750
	Iteration 10Q: 3 clusters Score -1545177 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1545519.125000 Penalty: 3087.968750
	Iteration 11Q: 3 clusters Score -1545519 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1545810.875000 Penalty: 3087.968750
	Iteration 12Q: 3 clusters Score -1545811 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1546037.750000 Penalty: 3087.968750
	Iteration 13Q: 3 clusters Score -1546038 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1546197.000000 Penalty: 3087.968750
	Iteration 14Q: 3 clusters Score -1546197 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1546340.000000 Penalty: 3087.968750
	Iteration 15Q: 3 clusters Score -1546340 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1546449.750000 Penalty: 3087.968750
	Iteration 16Q: 3 clusters Score -1546450 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1546533.500000 Penalty: 3087.968750
	Iteration 17Q: 3 clusters Score -1546534 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1546593.250000 Penalty: 3087.968750
	Iteration 18Q: 3 clusters Score -1546593 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1546638.500000 Penalty: 3087.968750
	Iteration 19Q: 3 clusters Score -1546638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1546674.250000 Penalty: 3087.968750
	Iteration 20F: 3 clusters Score -1546674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1546709.500000 Penalty: 3087.968750
	Iteration 21Q: 3 clusters Score -1546710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1546722.875000 Penalty: 3087.968750
	Iteration 22Q: 3 clusters Score -1546723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1546736.250000 Penalty: 3087.968750
	Iteration 23Q: 3 clusters Score -1546736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1546748.375000 Penalty: 3087.968750
	Iteration 24Q: 3 clusters Score -1546748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1546760.500000 Penalty: 3087.968750
	Iteration 25Q: 3 clusters Score -1546760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1546771.125000 Penalty: 3087.968750
	Iteration 26Q: 3 clusters Score -1546771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1546791.125000 Penalty: 3087.968750
	Iteration 27Q: 3 clusters Score -1546791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1546802.500000 Penalty: 3087.968750
	Iteration 28Q: 3 clusters Score -1546802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1546810.625000 Penalty: 3087.968750
	Iteration 29Q: 3 clusters Score -1546811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1546814.625000 Penalty: 3087.968750
	Iteration 30Q: 3 clusters Score -1546815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1546822.750000 Penalty: 3087.968750
	Iteration 31Q: 3 clusters Score -1546823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1546826.625000 Penalty: 3087.968750
	Iteration 32Q: 3 clusters Score -1546827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1546840.625000 Penalty: 3087.968750
	Iteration 33Q: 3 clusters Score -1546841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1546851.125000 Penalty: 3087.968750
	Iteration 34Q: 3 clusters Score -1546851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1546861.375000 Penalty: 3087.968750
	Iteration 35Q: 3 clusters Score -1546861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1546866.000000 Penalty: 3087.968750
	Iteration 36Q: 3 clusters Score -1546866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1546869.000000 Penalty: 3087.968750
	Iteration 37Q: 3 clusters Score -1546869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1546867.500000 Penalty: 3087.968750
	Iteration 38Q: 3 clusters Score -1546868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1546873.250000 Penalty: 3087.968750
	Iteration 39Q: 3 clusters Score -1546873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1546875.625000 Penalty: 3087.968750
	Iteration 40F: 3 clusters Score -1546876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1546875.000000 Penalty: 3087.968750
	Iteration 41Q: 3 clusters Score -1546875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1546875.250000 Penalty: 3087.968750
	Iteration 42Q: 3 clusters Score -1546875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1546875.250000 Penalty: 3087.968750
	Iteration 43F: 3 clusters Score -1546875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Entering Unmasked Estep 
Score: -185465.750000 Penalty: 1196.738892
	Iteration 0F: 2 clusters Score -185465.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -183623.437500 Penalty: 2393.477783
	Iteration 0F: 3 clusters Score -183623.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -183974.109375 Penalty: 2393.477783
	Iteration 1F: 3 clusters Score -183974.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -184055.703125 Penalty: 2393.477783
	Iteration 2F: 3 clusters Score -184055.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -184097.421875 Penalty: 2393.477783
	Iteration 3Q: 3 clusters Score -184097.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -184124.187500 Penalty: 2393.477783
	Iteration 4Q: 3 clusters Score -184124.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -184145.859375 Penalty: 2393.477783
	Iteration 5Q: 3 clusters Score -184145.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -184167.187500 Penalty: 2393.477783
	Iteration 6Q: 3 clusters Score -184167.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -184179.406250 Penalty: 2393.477783
	Iteration 7Q: 3 clusters Score -184179.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -184195.921875 Penalty: 2393.477783
	Iteration 8Q: 3 clusters Score -184195.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -184205.343750 Penalty: 2393.477783
	Iteration 9Q: 3 clusters Score -184205.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -184216.234375 Penalty: 2393.477783
	Iteration 10Q: 3 clusters Score -184216.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -184224.953125 Penalty: 2393.477783
	Iteration 11Q: 3 clusters Score -184225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -184231.156250 Penalty: 2393.477783
	Iteration 12Q: 3 clusters Score -184231.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -184236.375000 Penalty: 2393.477783
	Iteration 13Q: 3 clusters Score -184236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -184238.218750 Penalty: 2393.477783
	Iteration 14Q: 3 clusters Score -184238.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -184239.531250 Penalty: 2393.477783
	Iteration 15Q: 3 clusters Score -184239.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -184242.062500 Penalty: 2393.477783
	Iteration 16Q: 3 clusters Score -184242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -184243.187500 Penalty: 2393.477783
	Iteration 17Q: 3 clusters Score -184243.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -184245.578125 Penalty: 2393.477783
	Iteration 18Q: 3 clusters Score -184245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -184247.718750 Penalty: 2393.477783
	Iteration 19Q: 3 clusters Score -184247.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -184249.046875 Penalty: 2393.477783
	Iteration 20F: 3 clusters Score -184249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -184249.531250 Penalty: 2393.477783
	Iteration 21Q: 3 clusters Score -184249.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -184250.093750 Penalty: 2393.477783
	Iteration 22Q: 3 clusters Score -184250.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -184251.812500 Penalty: 2393.477783
	Iteration 23Q: 3 clusters Score -184251.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -184255.890625 Penalty: 2393.477783
	Iteration 24Q: 3 clusters Score -184255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -184257.421875 Penalty: 2393.477783
	Iteration 25Q: 3 clusters Score -184257.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -184261.890625 Penalty: 2393.477783
	Iteration 26Q: 3 clusters Score -184261.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -184264.062500 Penalty: 2393.477783
	Iteration 27Q: 3 clusters Score -184264.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -184266.000000 Penalty: 2393.477783
	Iteration 28Q: 3 clusters Score -184266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -184266.000000 Penalty: 2393.477783
	Iteration 29F: 3 clusters Score -184266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Entering Unmasked Estep 
Score: -835807.375000 Penalty: 1444.512573
	Iteration 0F: 2 clusters Score -835807.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -830421.125000 Penalty: 2889.025146
	Iteration 0F: 3 clusters Score -830421.1 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -832089.625000 Penalty: 2889.025146
	Iteration 1F: 3 clusters Score -832089.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -832350.687500 Penalty: 2889.025146
	Iteration 2F: 3 clusters Score -832350.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -832664.187500 Penalty: 2889.025146
	Iteration 3F: 3 clusters Score -832664.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -833079.187500 Penalty: 2889.025146
	Iteration 4F: 3 clusters Score -833079.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -833598.000000 Penalty: 2889.025146
	Iteration 5F: 3 clusters Score -833598 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -834111.500000 Penalty: 2889.025146
	Iteration 6F: 3 clusters Score -834111.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -834557.500000 Penalty: 2889.025146
	Iteration 7F: 3 clusters Score -834557.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -834887.562500 Penalty: 2889.025146
	Iteration 8Q: 3 clusters Score -834887.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -835106.437500 Penalty: 2889.025146
	Iteration 9Q: 3 clusters Score -835106.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -835197.562500 Penalty: 2889.025146
	Iteration 10Q: 3 clusters Score -835197.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -835230.312500 Penalty: 2889.025146
	Iteration 11Q: 3 clusters Score -835230.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -835244.937500 Penalty: 2889.025146
	Iteration 12Q: 3 clusters Score -835244.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -835253.375000 Penalty: 2889.025146
	Iteration 13Q: 3 clusters Score -835253.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -835259.125000 Penalty: 2889.025146
	Iteration 14Q: 3 clusters Score -835259.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -835262.875000 Penalty: 2889.025146
	Iteration 15Q: 3 clusters Score -835262.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -835266.062500 Penalty: 2889.025146
	Iteration 16Q: 3 clusters Score -835266.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -835268.937500 Penalty: 2889.025146
	Iteration 17Q: 3 clusters Score -835268.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -835270.000000 Penalty: 2889.025146
	Iteration 18Q: 3 clusters Score -835270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -835270.875000 Penalty: 2889.025146
	Iteration 19Q: 3 clusters Score -835270.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -835270.875000 Penalty: 2889.025146
	Iteration 20F: 3 clusters Score -835270.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87775 members 
Entering Unmasked Estep 
Score: -10233885.000000 Penalty: 1849.661499
	Iteration 0F: 2 clusters Score -1.023388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -10176513.000000 Penalty: 3699.322998
	Iteration 0F: 3 clusters Score -1.017651e+07 nChanged 41940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -10200702.000000 Penalty: 3699.322998
	Iteration 1F: 3 clusters Score -1.02007e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -10201251.000000 Penalty: 3699.322998
	Iteration 2Q: 3 clusters Score -1.020125e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -10202317.000000 Penalty: 3699.322998
	Iteration 3Q: 3 clusters Score -1.020232e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -10204547.000000 Penalty: 3699.322998
	Iteration 4F: 3 clusters Score -1.020455e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -10208518.000000 Penalty: 3699.322998
	Iteration 5F: 3 clusters Score -1.020852e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -10215428.000000 Penalty: 3699.322998
	Iteration 6F: 3 clusters Score -1.021543e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78534 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -10223899.000000 Penalty: 3699.322998
	Iteration 7F: 3 clusters Score -1.02239e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -10229577.000000 Penalty: 3699.322998
	Iteration 8F: 3 clusters Score -1.022958e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86913 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10231673.000000 Penalty: 3699.322998
	Iteration 9Q: 3 clusters Score -1.023167e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87464 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10232184.000000 Penalty: 3699.322998
	Iteration 10Q: 3 clusters Score -1.023218e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87560 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10232335.000000 Penalty: 3699.322998
	Iteration 11Q: 3 clusters Score -1.023234e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10232415.000000 Penalty: 3699.322998
	Iteration 12Q: 3 clusters Score -1.023242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87585 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10232459.000000 Penalty: 3699.322998
	Iteration 13Q: 3 clusters Score -1.023246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10232485.000000 Penalty: 3699.322998
	Iteration 14Q: 3 clusters Score -1.023248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87587 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10232501.000000 Penalty: 3699.322998
	Iteration 15Q: 3 clusters Score -1.02325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10232533.000000 Penalty: 3699.322998
	Iteration 16Q: 3 clusters Score -1.023253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10232546.000000 Penalty: 3699.322998
	Iteration 17Q: 3 clusters Score -1.023255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10232575.000000 Penalty: 3699.322998
	Iteration 18Q: 3 clusters Score -1.023258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87575 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10232596.000000 Penalty: 3699.322998
	Iteration 19Q: 3 clusters Score -1.02326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87569 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10232620.000000 Penalty: 3699.322998
	Iteration 20F: 3 clusters Score -1.023262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87565 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10232645.000000 Penalty: 3699.322998
	Iteration 21Q: 3 clusters Score -1.023264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87558 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10232653.000000 Penalty: 3699.322998
	Iteration 22Q: 3 clusters Score -1.023265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87549 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10232672.000000 Penalty: 3699.322998
	Iteration 23Q: 3 clusters Score -1.023267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87545 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10232681.000000 Penalty: 3699.322998
	Iteration 24Q: 3 clusters Score -1.023268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87542 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10232680.000000 Penalty: 3699.322998
	Iteration 25Q: 3 clusters Score -1.023268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10232672.000000 Penalty: 3699.322998
	Iteration 26Q: 3 clusters Score -1.023267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10232674.000000 Penalty: 3699.322998
	Iteration 27Q: 3 clusters Score -1.023267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10232674.000000 Penalty: 3699.322998
	Iteration 28F: 3 clusters Score -1.023267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Entering Unmasked Estep 
Score: -5414189.500000 Penalty: 1748.859619
	Iteration 0F: 2 clusters Score -5414190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -5382689.000000 Penalty: 3497.719238
	Iteration 0F: 3 clusters Score -5382689 nChanged 21979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -5394779.000000 Penalty: 3497.719238
	Iteration 1F: 3 clusters Score -5394779 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -5395295.000000 Penalty: 3497.719238
	Iteration 2Q: 3 clusters Score -5395295 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -5396000.000000 Penalty: 3497.719238
	Iteration 3Q: 3 clusters Score -5396000 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -5396939.500000 Penalty: 3497.719238
	Iteration 4Q: 3 clusters Score -5396940 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -5398313.000000 Penalty: 3497.719238
	Iteration 5F: 3 clusters Score -5398313 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -5400100.000000 Penalty: 3497.719238
	Iteration 6F: 3 clusters Score -5400100 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -5402335.000000 Penalty: 3497.719238
	Iteration 7F: 3 clusters Score -5402335 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -5404489.000000 Penalty: 3497.719238
	Iteration 8F: 3 clusters Score -5404489 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -5406277.000000 Penalty: 3497.719238
	Iteration 9F: 3 clusters Score -5406277 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -5407653.500000 Penalty: 3497.719238
	Iteration 10Q: 3 clusters Score -5407654 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -5408755.000000 Penalty: 3497.719238
	Iteration 11Q: 3 clusters Score -5408755 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -5409650.500000 Penalty: 3497.719238
	Iteration 12Q: 3 clusters Score -5409650 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -5410340.500000 Penalty: 3497.719238
	Iteration 13Q: 3 clusters Score -5410340 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -5410884.000000 Penalty: 3497.719238
	Iteration 14Q: 3 clusters Score -5410884 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5411369.000000 Penalty: 3497.719238
	Iteration 15Q: 3 clusters Score -5411369 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5411755.500000 Penalty: 3497.719238
	Iteration 16Q: 3 clusters Score -5411756 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5412047.500000 Penalty: 3497.719238
	Iteration 17Q: 3 clusters Score -5412048 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5412230.500000 Penalty: 3497.719238
	Iteration 18Q: 3 clusters Score -5412230 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5412371.500000 Penalty: 3497.719238
	Iteration 19Q: 3 clusters Score -5412372 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5412453.000000 Penalty: 3497.719238
	Iteration 20F: 3 clusters Score -5412453 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5412521.500000 Penalty: 3497.719238
	Iteration 21Q: 3 clusters Score -5412522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5412572.500000 Penalty: 3497.719238
	Iteration 22Q: 3 clusters Score -5412572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5412606.500000 Penalty: 3497.719238
	Iteration 23Q: 3 clusters Score -5412606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5412623.500000 Penalty: 3497.719238
	Iteration 24Q: 3 clusters Score -5412624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5412645.000000 Penalty: 3497.719238
	Iteration 25Q: 3 clusters Score -5412645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5412667.000000 Penalty: 3497.719238
	Iteration 26Q: 3 clusters Score -5412667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5412690.000000 Penalty: 3497.719238
	Iteration 27Q: 3 clusters Score -5412690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5412715.500000 Penalty: 3497.719238
	Iteration 28Q: 3 clusters Score -5412716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5412739.000000 Penalty: 3497.719238
	Iteration 29Q: 3 clusters Score -5412739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5412751.000000 Penalty: 3497.719238
	Iteration 30Q: 3 clusters Score -5412751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5412765.000000 Penalty: 3497.719238
	Iteration 31Q: 3 clusters Score -5412765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5412779.000000 Penalty: 3497.719238
	Iteration 32Q: 3 clusters Score -5412779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5412782.000000 Penalty: 3497.719238
	Iteration 33Q: 3 clusters Score -5412782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5412791.000000 Penalty: 3497.719238
	Iteration 34Q: 3 clusters Score -5412791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5412792.000000 Penalty: 3497.719238
	Iteration 35Q: 3 clusters Score -5412792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5412801.000000 Penalty: 3497.719238
	Iteration 36Q: 3 clusters Score -5412801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5412803.000000 Penalty: 3497.719238
	Iteration 37Q: 3 clusters Score -5412803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5412812.500000 Penalty: 3497.719238
	Iteration 38Q: 3 clusters Score -5412812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5412811.500000 Penalty: 3497.719238
	Iteration 39Q: 3 clusters Score -5412812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5412813.500000 Penalty: 3497.719238
	Iteration 40F: 3 clusters Score -5412814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5412809.000000 Penalty: 3497.719238
	Iteration 41Q: 3 clusters Score -5412809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5412813.500000 Penalty: 3497.719238
	Iteration 42Q: 3 clusters Score -5412814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5412814.000000 Penalty: 3497.719238
	Iteration 43Q: 3 clusters Score -5412814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5412811.500000 Penalty: 3497.719238
	Iteration 44Q: 3 clusters Score -5412812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5412812.500000 Penalty: 3497.719238
	Iteration 45Q: 3 clusters Score -5412812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5412812.500000 Penalty: 3497.719238
	Iteration 46F: 3 clusters Score -5412812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Entering Unmasked Estep 
Score: -802510.937500 Penalty: 1436.146851
	Iteration 0F: 2 clusters Score -802510.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -797387.562500 Penalty: 2872.293701
	Iteration 0F: 3 clusters Score -797387.6 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -798907.000000 Penalty: 2872.293701
	Iteration 1F: 3 clusters Score -798907 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -799099.687500 Penalty: 2872.293701
	Iteration 2F: 3 clusters Score -799099.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -799230.375000 Penalty: 2872.293701
	Iteration 3Q: 3 clusters Score -799230.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -799346.687500 Penalty: 2872.293701
	Iteration 4Q: 3 clusters Score -799346.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -799451.875000 Penalty: 2872.293701
	Iteration 5Q: 3 clusters Score -799451.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -799557.687500 Penalty: 2872.293701
	Iteration 6Q: 3 clusters Score -799557.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -799704.812500 Penalty: 2872.293701
	Iteration 7Q: 3 clusters Score -799704.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -799879.375000 Penalty: 2872.293701
	Iteration 8Q: 3 clusters Score -799879.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -800074.437500 Penalty: 2872.293701
	Iteration 9Q: 3 clusters Score -800074.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -800279.562500 Penalty: 2872.293701
	Iteration 10Q: 3 clusters Score -800279.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -800473.125000 Penalty: 2872.293701
	Iteration 11Q: 3 clusters Score -800473.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -800613.875000 Penalty: 2872.293701
	Iteration 12Q: 3 clusters Score -800613.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -800707.812500 Penalty: 2872.293701
	Iteration 13Q: 3 clusters Score -800707.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -800778.937500 Penalty: 2872.293701
	Iteration 14Q: 3 clusters Score -800778.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -800837.500000 Penalty: 2872.293701
	Iteration 15Q: 3 clusters Score -800837.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -800885.750000 Penalty: 2872.293701
	Iteration 16Q: 3 clusters Score -800885.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -800918.625000 Penalty: 2872.293701
	Iteration 17Q: 3 clusters Score -800918.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -800943.625000 Penalty: 2872.293701
	Iteration 18Q: 3 clusters Score -800943.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -800960.875000 Penalty: 2872.293701
	Iteration 19Q: 3 clusters Score -800960.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -800979.125000 Penalty: 2872.293701
	Iteration 20F: 3 clusters Score -800979.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -800990.375000 Penalty: 2872.293701
	Iteration 21Q: 3 clusters Score -800990.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -801002.562500 Penalty: 2872.293701
	Iteration 22Q: 3 clusters Score -801002.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -801012.687500 Penalty: 2872.293701
	Iteration 23Q: 3 clusters Score -801012.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -801021.187500 Penalty: 2872.293701
	Iteration 24Q: 3 clusters Score -801021.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -801027.187500 Penalty: 2872.293701
	Iteration 25Q: 3 clusters Score -801027.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -801039.375000 Penalty: 2872.293701
	Iteration 26Q: 3 clusters Score -801039.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -801046.625000 Penalty: 2872.293701
	Iteration 27Q: 3 clusters Score -801046.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -801053.875000 Penalty: 2872.293701
	Iteration 28Q: 3 clusters Score -801053.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -801062.812500 Penalty: 2872.293701
	Iteration 29Q: 3 clusters Score -801062.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -801070.937500 Penalty: 2872.293701
	Iteration 30Q: 3 clusters Score -801070.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -801080.562500 Penalty: 2872.293701
	Iteration 31Q: 3 clusters Score -801080.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -801086.125000 Penalty: 2872.293701
	Iteration 32Q: 3 clusters Score -801086.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -801088.375000 Penalty: 2872.293701
	Iteration 33Q: 3 clusters Score -801088.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -801094.375000 Penalty: 2872.293701
	Iteration 34Q: 3 clusters Score -801094.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -801097.000000 Penalty: 2872.293701
	Iteration 35Q: 3 clusters Score -801097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -801100.875000 Penalty: 2872.293701
	Iteration 36Q: 3 clusters Score -801100.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -801105.000000 Penalty: 2872.293701
	Iteration 37Q: 3 clusters Score -801105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -801106.750000 Penalty: 2872.293701
	Iteration 38Q: 3 clusters Score -801106.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -801109.312500 Penalty: 2872.293701
	Iteration 39Q: 3 clusters Score -801109.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -801112.812500 Penalty: 2872.293701
	Iteration 40F: 3 clusters Score -801112.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -801114.687500 Penalty: 2872.293701
	Iteration 41Q: 3 clusters Score -801114.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -801118.562500 Penalty: 2872.293701
	Iteration 42Q: 3 clusters Score -801118.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -801123.500000 Penalty: 2872.293701
	Iteration 43Q: 3 clusters Score -801123.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -801124.000000 Penalty: 2872.293701
	Iteration 44Q: 3 clusters Score -801124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -801127.062500 Penalty: 2872.293701
	Iteration 45Q: 3 clusters Score -801127.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -801129.062500 Penalty: 2872.293701
	Iteration 46Q: 3 clusters Score -801129.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -801134.625000 Penalty: 2872.293701
	Iteration 47Q: 3 clusters Score -801134.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -801137.062500 Penalty: 2872.293701
	Iteration 48Q: 3 clusters Score -801137.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -801143.812500 Penalty: 2872.293701
	Iteration 49Q: 3 clusters Score -801143.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -801148.062500 Penalty: 2872.293701
	Iteration 50Q: 3 clusters Score -801148.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -801152.937500 Penalty: 2872.293701
	Iteration 51Q: 3 clusters Score -801152.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -801160.000000 Penalty: 2872.293701
	Iteration 52Q: 3 clusters Score -801160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -801167.312500 Penalty: 2872.293701
	Iteration 53Q: 3 clusters Score -801167.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -801172.000000 Penalty: 2872.293701
	Iteration 54Q: 3 clusters Score -801172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -801174.125000 Penalty: 2872.293701
	Iteration 55Q: 3 clusters Score -801174.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -801178.250000 Penalty: 2872.293701
	Iteration 56Q: 3 clusters Score -801178.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -801179.437500 Penalty: 2872.293701
	Iteration 57Q: 3 clusters Score -801179.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -801181.937500 Penalty: 2872.293701
	Iteration 58Q: 3 clusters Score -801181.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -801182.562500 Penalty: 2872.293701
	Iteration 59Q: 3 clusters Score -801182.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -801181.125000 Penalty: 2872.293701
	Iteration 60F: 3 clusters Score -801181.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -801184.562500 Penalty: 2872.293701
	Iteration 61Q: 3 clusters Score -801184.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -801186.812500 Penalty: 2872.293701
	Iteration 62Q: 3 clusters Score -801186.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -801186.625000 Penalty: 2872.293701
	Iteration 63Q: 3 clusters Score -801186.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -801190.437500 Penalty: 2872.293701
	Iteration 64Q: 3 clusters Score -801190.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -801192.437500 Penalty: 2872.293701
	Iteration 65Q: 3 clusters Score -801192.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -801199.062500 Penalty: 2872.293701
	Iteration 66Q: 3 clusters Score -801199.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -801198.125000 Penalty: 2872.293701
	Iteration 67Q: 3 clusters Score -801198.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -801202.500000 Penalty: 2872.293701
	Iteration 68Q: 3 clusters Score -801202.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -801204.062500 Penalty: 2872.293701
	Iteration 69Q: 3 clusters Score -801204.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -801204.562500 Penalty: 2872.293701
	Iteration 70Q: 3 clusters Score -801204.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -801206.812500 Penalty: 2872.293701
	Iteration 71Q: 3 clusters Score -801206.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -801207.937500 Penalty: 2872.293701
	Iteration 72Q: 3 clusters Score -801207.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -801207.437500 Penalty: 2872.293701
	Iteration 73Q: 3 clusters Score -801207.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -801209.250000 Penalty: 2872.293701
	Iteration 74Q: 3 clusters Score -801209.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -801210.875000 Penalty: 2872.293701
	Iteration 75Q: 3 clusters Score -801210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -801209.437500 Penalty: 2872.293701
	Iteration 76Q: 3 clusters Score -801209.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -801211.000000 Penalty: 2872.293701
	Iteration 77Q: 3 clusters Score -801211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -801210.500000 Penalty: 2872.293701
	Iteration 78Q: 3 clusters Score -801210.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -801211.000000 Penalty: 2872.293701
	Iteration 79Q: 3 clusters Score -801211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -801212.250000 Penalty: 2872.293701
	Iteration 80F: 3 clusters Score -801212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -801212.750000 Penalty: 2872.293701
	Iteration 81Q: 3 clusters Score -801212.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -801214.687500 Penalty: 2872.293701
	Iteration 82Q: 3 clusters Score -801214.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -801214.687500 Penalty: 2872.293701
	Iteration 83Q: 3 clusters Score -801214.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -801216.375000 Penalty: 2872.293701
	Iteration 84Q: 3 clusters Score -801216.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -801219.562500 Penalty: 2872.293701
	Iteration 85Q: 3 clusters Score -801219.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -801219.500000 Penalty: 2872.293701
	Iteration 86Q: 3 clusters Score -801219.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -801221.687500 Penalty: 2872.293701
	Iteration 87Q: 3 clusters Score -801221.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -801222.375000 Penalty: 2872.293701
	Iteration 88Q: 3 clusters Score -801222.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -801226.187500 Penalty: 2872.293701
	Iteration 89Q: 3 clusters Score -801226.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -801227.500000 Penalty: 2872.293701
	Iteration 90Q: 3 clusters Score -801227.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -801229.437500 Penalty: 2872.293701
	Iteration 91Q: 3 clusters Score -801229.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -801231.000000 Penalty: 2872.293701
	Iteration 92Q: 3 clusters Score -801231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -801232.000000 Penalty: 2872.293701
	Iteration 93Q: 3 clusters Score -801232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -801234.250000 Penalty: 2872.293701
	Iteration 94Q: 3 clusters Score -801234.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -801236.562500 Penalty: 2872.293701
	Iteration 95Q: 3 clusters Score -801236.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -801240.875000 Penalty: 2872.293701
	Iteration 96Q: 3 clusters Score -801240.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -801242.750000 Penalty: 2872.293701
	Iteration 97Q: 3 clusters Score -801242.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -801246.125000 Penalty: 2872.293701
	Iteration 98Q: 3 clusters Score -801246.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -801248.812500 Penalty: 2872.293701
	Iteration 99Q: 3 clusters Score -801248.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -801251.250000 Penalty: 2872.293701
	Iteration 100F: 3 clusters Score -801251.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -801255.312500 Penalty: 2872.293701
	Iteration 101Q: 3 clusters Score -801255.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -801256.500000 Penalty: 2872.293701
	Iteration 102Q: 3 clusters Score -801256.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -801261.000000 Penalty: 2872.293701
	Iteration 103Q: 3 clusters Score -801261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -801266.375000 Penalty: 2872.293701
	Iteration 104Q: 3 clusters Score -801266.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -801272.875000 Penalty: 2872.293701
	Iteration 105Q: 3 clusters Score -801272.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -801284.062500 Penalty: 2872.293701
	Iteration 106Q: 3 clusters Score -801284.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -801289.750000 Penalty: 2872.293701
	Iteration 107Q: 3 clusters Score -801289.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -801297.875000 Penalty: 2872.293701
	Iteration 108Q: 3 clusters Score -801297.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -801304.625000 Penalty: 2872.293701
	Iteration 109Q: 3 clusters Score -801304.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -801311.812500 Penalty: 2872.293701
	Iteration 110Q: 3 clusters Score -801311.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -801320.375000 Penalty: 2872.293701
	Iteration 111Q: 3 clusters Score -801320.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -801329.937500 Penalty: 2872.293701
	Iteration 112Q: 3 clusters Score -801329.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -801338.750000 Penalty: 2872.293701
	Iteration 113Q: 3 clusters Score -801338.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -801346.562500 Penalty: 2872.293701
	Iteration 114Q: 3 clusters Score -801346.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -801352.187500 Penalty: 2872.293701
	Iteration 115Q: 3 clusters Score -801352.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -801354.812500 Penalty: 2872.293701
	Iteration 116Q: 3 clusters Score -801354.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -801360.000000 Penalty: 2872.293701
	Iteration 117Q: 3 clusters Score -801360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -801368.625000 Penalty: 2872.293701
	Iteration 118Q: 3 clusters Score -801368.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -801372.375000 Penalty: 2872.293701
	Iteration 119Q: 3 clusters Score -801372.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -801374.625000 Penalty: 2872.293701
	Iteration 120F: 3 clusters Score -801374.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -801379.437500 Penalty: 2872.293701
	Iteration 121Q: 3 clusters Score -801379.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -801383.375000 Penalty: 2872.293701
	Iteration 122Q: 3 clusters Score -801383.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -801387.625000 Penalty: 2872.293701
	Iteration 123Q: 3 clusters Score -801387.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -801388.562500 Penalty: 2872.293701
	Iteration 124Q: 3 clusters Score -801388.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -801390.500000 Penalty: 2872.293701
	Iteration 125Q: 3 clusters Score -801390.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -801394.125000 Penalty: 2872.293701
	Iteration 126Q: 3 clusters Score -801394.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -801395.937500 Penalty: 2872.293701
	Iteration 127Q: 3 clusters Score -801395.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -801396.500000 Penalty: 2872.293701
	Iteration 128Q: 3 clusters Score -801396.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -801399.125000 Penalty: 2872.293701
	Iteration 129Q: 3 clusters Score -801399.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -801399.437500 Penalty: 2872.293701
	Iteration 130Q: 3 clusters Score -801399.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -801401.312500 Penalty: 2872.293701
	Iteration 131Q: 3 clusters Score -801401.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -801403.375000 Penalty: 2872.293701
	Iteration 132Q: 3 clusters Score -801403.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -801404.125000 Penalty: 2872.293701
	Iteration 133Q: 3 clusters Score -801404.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -801407.937500 Penalty: 2872.293701
	Iteration 134Q: 3 clusters Score -801407.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -801408.062500 Penalty: 2872.293701
	Iteration 135Q: 3 clusters Score -801408.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -801408.062500 Penalty: 2872.293701
	Iteration 136Q: 3 clusters Score -801408.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -801410.375000 Penalty: 2872.293701
	Iteration 137Q: 3 clusters Score -801410.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -801411.437500 Penalty: 2872.293701
	Iteration 138Q: 3 clusters Score -801411.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -801411.875000 Penalty: 2872.293701
	Iteration 139Q: 3 clusters Score -801411.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -801411.062500 Penalty: 2872.293701
	Iteration 140F: 3 clusters Score -801411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -801410.250000 Penalty: 2872.293701
	Iteration 141Q: 3 clusters Score -801410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -801411.625000 Penalty: 2872.293701
	Iteration 142Q: 3 clusters Score -801411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -801411.625000 Penalty: 2872.293701
	Iteration 143F: 3 clusters Score -801411.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Entering Unmasked Estep 
Score: -3026096.500000 Penalty: 1652.375366
	Iteration 0F: 2 clusters Score -3026096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3008507.000000 Penalty: 3304.750732
	Iteration 0F: 3 clusters Score -3008507 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3015107.750000 Penalty: 3304.750732
	Iteration 1F: 3 clusters Score -3015108 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3015542.250000 Penalty: 3304.750732
	Iteration 2Q: 3 clusters Score -3015542 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3016122.750000 Penalty: 3304.750732
	Iteration 3Q: 3 clusters Score -3016123 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3016922.250000 Penalty: 3304.750732
	Iteration 4F: 3 clusters Score -3016922 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3018109.750000 Penalty: 3304.750732
	Iteration 5F: 3 clusters Score -3018110 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3019613.750000 Penalty: 3304.750732
	Iteration 6F: 3 clusters Score -3019614 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3020922.000000 Penalty: 3304.750732
	Iteration 7F: 3 clusters Score -3020922 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3021788.500000 Penalty: 3304.750732
	Iteration 8Q: 3 clusters Score -3021788 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3022260.500000 Penalty: 3304.750732
	Iteration 9Q: 3 clusters Score -3022260 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3022557.750000 Penalty: 3304.750732
	Iteration 10Q: 3 clusters Score -3022558 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3022793.250000 Penalty: 3304.750732
	Iteration 11Q: 3 clusters Score -3022793 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3023016.250000 Penalty: 3304.750732
	Iteration 12Q: 3 clusters Score -3023016 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -3023216.250000 Penalty: 3304.750732
	Iteration 13Q: 3 clusters Score -3023216 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3023399.750000 Penalty: 3304.750732
	Iteration 14Q: 3 clusters Score -3023400 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3023573.000000 Penalty: 3304.750732
	Iteration 15Q: 3 clusters Score -3023573 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -3023788.750000 Penalty: 3304.750732
	Iteration 16Q: 3 clusters Score -3023789 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3024020.750000 Penalty: 3304.750732
	Iteration 17Q: 3 clusters Score -3024021 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -3024273.500000 Penalty: 3304.750732
	Iteration 18Q: 3 clusters Score -3024274 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3024446.500000 Penalty: 3304.750732
	Iteration 19Q: 3 clusters Score -3024446 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -3024620.500000 Penalty: 3304.750732
	Iteration 20F: 3 clusters Score -3024620 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3024749.750000 Penalty: 3304.750732
	Iteration 21Q: 3 clusters Score -3024750 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3024807.000000 Penalty: 3304.750732
	Iteration 22Q: 3 clusters Score -3024807 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3024857.750000 Penalty: 3304.750732
	Iteration 23Q: 3 clusters Score -3024858 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3024872.000000 Penalty: 3304.750732
	Iteration 24Q: 3 clusters Score -3024872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3024879.250000 Penalty: 3304.750732
	Iteration 25Q: 3 clusters Score -3024879 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3024880.750000 Penalty: 3304.750732
	Iteration 26Q: 3 clusters Score -3024881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3024880.000000 Penalty: 3304.750732
	Iteration 27Q: 3 clusters Score -3024880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3024884.250000 Penalty: 3304.750732
	Iteration 28Q: 3 clusters Score -3024884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3024882.250000 Penalty: 3304.750732
	Iteration 29Q: 3 clusters Score -3024882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3024887.250000 Penalty: 3304.750732
	Iteration 30Q: 3 clusters Score -3024887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3024886.250000 Penalty: 3304.750732
	Iteration 31Q: 3 clusters Score -3024886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3024885.000000 Penalty: 3304.750732
	Iteration 32Q: 3 clusters Score -3024885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3024889.500000 Penalty: 3304.750732
	Iteration 33Q: 3 clusters Score -3024890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3024891.000000 Penalty: 3304.750732
	Iteration 34Q: 3 clusters Score -3024891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3024894.750000 Penalty: 3304.750732
	Iteration 35Q: 3 clusters Score -3024895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3024899.000000 Penalty: 3304.750732
	Iteration 36Q: 3 clusters Score -3024899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3024896.000000 Penalty: 3304.750732
	Iteration 37Q: 3 clusters Score -3024896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3024893.250000 Penalty: 3304.750732
	Iteration 38Q: 3 clusters Score -3024893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3024889.250000 Penalty: 3304.750732
	Iteration 39Q: 3 clusters Score -3024889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3024889.250000 Penalty: 3304.750732
	Iteration 40F: 3 clusters Score -3024889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (101259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Entering Unmasked Estep 
Score: -11800278.000000 Penalty: 1872.883423
	Iteration 0F: 2 clusters Score -1.180028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -11735658.000000 Penalty: 3745.766846
	Iteration 0F: 3 clusters Score -1.173566e+07 nChanged 48424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -11763393.000000 Penalty: 3745.766846
	Iteration 1F: 3 clusters Score -1.176339e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -11763898.000000 Penalty: 3745.766846
	Iteration 2Q: 3 clusters Score -1.17639e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -11764459.000000 Penalty: 3745.766846
	Iteration 3Q: 3 clusters Score -1.176446e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -11765209.000000 Penalty: 3745.766846
	Iteration 4Q: 3 clusters Score -1.176521e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -11766354.000000 Penalty: 3745.766846
	Iteration 5Q: 3 clusters Score -1.176635e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -11768412.000000 Penalty: 3745.766846
	Iteration 6Q: 3 clusters Score -1.176841e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68384 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -11771974.000000 Penalty: 3745.766846
	Iteration 7F: 3 clusters Score -1.177197e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75977 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -11777618.000000 Penalty: 3745.766846
	Iteration 8F: 3 clusters Score -1.177762e+07 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -11784819.000000 Penalty: 3745.766846
	Iteration 9F: 3 clusters Score -1.178482e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91908 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -11790522.000000 Penalty: 3745.766846
	Iteration 10F: 3 clusters Score -1.179052e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96442 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -11794402.000000 Penalty: 3745.766846
	Iteration 11Q: 3 clusters Score -1.17944e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98844 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -11796636.000000 Penalty: 3745.766846
	Iteration 12Q: 3 clusters Score -1.179664e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -11797711.000000 Penalty: 3745.766846
	Iteration 13Q: 3 clusters Score -1.179771e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100529 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -11798218.000000 Penalty: 3745.766846
	Iteration 14Q: 3 clusters Score -1.179822e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100747 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11798438.000000 Penalty: 3745.766846
	Iteration 15Q: 3 clusters Score -1.179844e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -11798543.000000 Penalty: 3745.766846
	Iteration 16Q: 3 clusters Score -1.179854e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100902 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -11798608.000000 Penalty: 3745.766846
	Iteration 17Q: 3 clusters Score -1.179861e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100928 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -11798641.000000 Penalty: 3745.766846
	Iteration 18Q: 3 clusters Score -1.179864e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100940 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11798661.000000 Penalty: 3745.766846
	Iteration 19Q: 3 clusters Score -1.179866e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100954 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -11798706.000000 Penalty: 3745.766846
	Iteration 20F: 3 clusters Score -1.179871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100963 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -11798734.000000 Penalty: 3745.766846
	Iteration 21Q: 3 clusters Score -1.179873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -11798752.000000 Penalty: 3745.766846
	Iteration 22Q: 3 clusters Score -1.179875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100983 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -11798785.000000 Penalty: 3745.766846
	Iteration 23Q: 3 clusters Score -1.179878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100991 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11798804.000000 Penalty: 3745.766846
	Iteration 24Q: 3 clusters Score -1.17988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11798827.000000 Penalty: 3745.766846
	Iteration 25Q: 3 clusters Score -1.179883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101009 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11798837.000000 Penalty: 3745.766846
	Iteration 26Q: 3 clusters Score -1.179884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101013 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -11798869.000000 Penalty: 3745.766846
	Iteration 27Q: 3 clusters Score -1.179887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11798894.000000 Penalty: 3745.766846
	Iteration 28Q: 3 clusters Score -1.179889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11798916.000000 Penalty: 3745.766846
	Iteration 29Q: 3 clusters Score -1.179892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101018 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11798921.000000 Penalty: 3745.766846
	Iteration 30Q: 3 clusters Score -1.179892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11798942.000000 Penalty: 3745.766846
	Iteration 31Q: 3 clusters Score -1.179894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101019 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11798953.000000 Penalty: 3745.766846
	Iteration 32Q: 3 clusters Score -1.179895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101020 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11798961.000000 Penalty: 3745.766846
	Iteration 33Q: 3 clusters Score -1.179896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101018 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11798961.000000 Penalty: 3745.766846
	Iteration 34Q: 3 clusters Score -1.179896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101017 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11798959.000000 Penalty: 3745.766846
	Iteration 35Q: 3 clusters Score -1.179896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101018 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11798971.000000 Penalty: 3745.766846
	Iteration 36Q: 3 clusters Score -1.179897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101018 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11798971.000000 Penalty: 3745.766846
	Iteration 37F: 3 clusters Score -1.179897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10532 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101401 members 
Mstep: Class 6 contains 46077 members 
Mstep: Class 7 contains 76897 members 
Mstep: Class 8 contains 126044 members 
Mstep: Class 9 contains 15316 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7254 members 
Mstep: Class 20 contains 87775 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6890 members 
Mstep: Class 23 contains 26068 members 
Mstep: Class 24 contains 101259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095480.000000 Penalty: 53515.957031
Iteration 359Q: 25 clusters Score -1.020955e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10529 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101419 members 
Mstep: Class 6 contains 46040 members 
Mstep: Class 7 contains 76843 members 
Mstep: Class 8 contains 126044 members 
Mstep: Class 9 contains 15315 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7260 members 
Mstep: Class 20 contains 87864 members 
Mstep: Class 21 contains 47203 members 
Mstep: Class 22 contains 6892 members 
Mstep: Class 23 contains 26060 members 
Mstep: Class 24 contains 101247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095504.000000 Penalty: 53515.957031
Iteration 360F: 25 clusters Score -1.020955e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10528 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101429 members 
Mstep: Class 6 contains 46008 members 
Mstep: Class 7 contains 76791 members 
Mstep: Class 8 contains 126045 members 
Mstep: Class 9 contains 15316 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7262 members 
Mstep: Class 20 contains 87926 members 
Mstep: Class 21 contains 47201 members 
Mstep: Class 22 contains 6894 members 
Mstep: Class 23 contains 26053 members 
Mstep: Class 24 contains 101264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095440.000000 Penalty: 53515.957031
Iteration 361Q: 25 clusters Score -1.020954e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10527 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101437 members 
Mstep: Class 6 contains 45994 members 
Mstep: Class 7 contains 76737 members 
Mstep: Class 8 contains 126044 members 
Mstep: Class 9 contains 15313 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7263 members 
Mstep: Class 20 contains 87977 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 6901 members 
Mstep: Class 23 contains 26039 members 
Mstep: Class 24 contains 101285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095352.000000 Penalty: 53515.957031
Iteration 362Q: 25 clusters Score -1.020954e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10525 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160013 members 
Mstep: Class 5 contains 101448 members 
Mstep: Class 6 contains 45979 members 
Mstep: Class 7 contains 76689 members 
Mstep: Class 8 contains 126042 members 
Mstep: Class 9 contains 15313 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7263 members 
Mstep: Class 20 contains 88033 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 6902 members 
Mstep: Class 23 contains 26030 members 
Mstep: Class 24 contains 101292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095440.000000 Penalty: 53515.957031
Iteration 363Q: 25 clusters Score -1.020954e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160013 members 
Mstep: Class 5 contains 101451 members 
Mstep: Class 6 contains 45949 members 
Mstep: Class 7 contains 76642 members 
Mstep: Class 8 contains 126041 members 
Mstep: Class 9 contains 15310 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21974 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7265 members 
Mstep: Class 20 contains 88102 members 
Mstep: Class 21 contains 47200 members 
Mstep: Class 22 contains 6908 members 
Mstep: Class 23 contains 26020 members 
Mstep: Class 24 contains 101305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095328.000000 Penalty: 53515.957031
Iteration 364Q: 25 clusters Score -1.020953e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160013 members 
Mstep: Class 5 contains 101457 members 
Mstep: Class 6 contains 45921 members 
Mstep: Class 7 contains 76617 members 
Mstep: Class 8 contains 126041 members 
Mstep: Class 9 contains 15313 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21974 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7271 members 
Mstep: Class 20 contains 88191 members 
Mstep: Class 21 contains 47199 members 
Mstep: Class 22 contains 6915 members 
Mstep: Class 23 contains 26000 members 
Mstep: Class 24 contains 101268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095280.000000 Penalty: 53515.957031
Iteration 365Q: 25 clusters Score -1.020953e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160014 members 
Mstep: Class 5 contains 101457 members 
Mstep: Class 6 contains 45901 members 
Mstep: Class 7 contains 76602 members 
Mstep: Class 8 contains 126041 members 
Mstep: Class 9 contains 15305 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7272 members 
Mstep: Class 20 contains 88263 members 
Mstep: Class 21 contains 47198 members 
Mstep: Class 22 contains 6920 members 
Mstep: Class 23 contains 25984 members 
Mstep: Class 24 contains 101248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095224.000000 Penalty: 53515.957031
Iteration 366Q: 25 clusters Score -1.020952e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160013 members 
Mstep: Class 5 contains 101454 members 
Mstep: Class 6 contains 45891 members 
Mstep: Class 7 contains 76593 members 
Mstep: Class 8 contains 126042 members 
Mstep: Class 9 contains 15297 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7272 members 
Mstep: Class 20 contains 88317 members 
Mstep: Class 21 contains 47198 members 
Mstep: Class 22 contains 6924 members 
Mstep: Class 23 contains 25963 members 
Mstep: Class 24 contains 101241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095152.000000 Penalty: 53515.957031
Iteration 367Q: 25 clusters Score -1.020952e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160013 members 
Mstep: Class 5 contains 101456 members 
Mstep: Class 6 contains 45892 members 
Mstep: Class 7 contains 76572 members 
Mstep: Class 8 contains 126042 members 
Mstep: Class 9 contains 15293 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7274 members 
Mstep: Class 20 contains 88360 members 
Mstep: Class 21 contains 47198 members 
Mstep: Class 22 contains 6925 members 
Mstep: Class 23 contains 25935 members 
Mstep: Class 24 contains 101245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095200.000000 Penalty: 53515.957031
Iteration 368Q: 25 clusters Score -1.020952e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160013 members 
Mstep: Class 5 contains 101463 members 
Mstep: Class 6 contains 45889 members 
Mstep: Class 7 contains 76568 members 
Mstep: Class 8 contains 126042 members 
Mstep: Class 9 contains 15289 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7276 members 
Mstep: Class 20 contains 88402 members 
Mstep: Class 21 contains 47198 members 
Mstep: Class 22 contains 6923 members 
Mstep: Class 23 contains 25909 members 
Mstep: Class 24 contains 101233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095288.000000 Penalty: 53515.957031
Iteration 369Q: 25 clusters Score -1.020953e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160013 members 
Mstep: Class 5 contains 101466 members 
Mstep: Class 6 contains 45881 members 
Mstep: Class 7 contains 76552 members 
Mstep: Class 8 contains 126043 members 
Mstep: Class 9 contains 15289 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7279 members 
Mstep: Class 20 contains 88450 members 
Mstep: Class 21 contains 47198 members 
Mstep: Class 22 contains 6921 members 
Mstep: Class 23 contains 25884 members 
Mstep: Class 24 contains 101229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095240.000000 Penalty: 53515.957031
Iteration 370Q: 25 clusters Score -1.020952e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160013 members 
Mstep: Class 5 contains 101467 members 
Mstep: Class 6 contains 45868 members 
Mstep: Class 7 contains 76539 members 
Mstep: Class 8 contains 126045 members 
Mstep: Class 9 contains 15292 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7280 members 
Mstep: Class 20 contains 88476 members 
Mstep: Class 21 contains 47198 members 
Mstep: Class 22 contains 6920 members 
Mstep: Class 23 contains 25869 members 
Mstep: Class 24 contains 101238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095224.000000 Penalty: 53515.957031
Iteration 371Q: 25 clusters Score -1.020952e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160013 members 
Mstep: Class 5 contains 101464 members 
Mstep: Class 6 contains 45859 members 
Mstep: Class 7 contains 76520 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15295 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7283 members 
Mstep: Class 20 contains 88515 members 
Mstep: Class 21 contains 47197 members 
Mstep: Class 22 contains 6923 members 
Mstep: Class 23 contains 25856 members 
Mstep: Class 24 contains 101233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095248.000000 Penalty: 53515.957031
Iteration 372Q: 25 clusters Score -1.020952e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160013 members 
Mstep: Class 5 contains 101467 members 
Mstep: Class 6 contains 45840 members 
Mstep: Class 7 contains 76516 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15298 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7283 members 
Mstep: Class 20 contains 88572 members 
Mstep: Class 21 contains 47196 members 
Mstep: Class 22 contains 6923 members 
Mstep: Class 23 contains 25845 members 
Mstep: Class 24 contains 101205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095072.000000 Penalty: 53515.957031
Iteration 373Q: 25 clusters Score -1.020951e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160013 members 
Mstep: Class 5 contains 101473 members 
Mstep: Class 6 contains 45824 members 
Mstep: Class 7 contains 76514 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13380 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7283 members 
Mstep: Class 20 contains 88636 members 
Mstep: Class 21 contains 47195 members 
Mstep: Class 22 contains 6919 members 
Mstep: Class 23 contains 25829 members 
Mstep: Class 24 contains 101167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095088.000000 Penalty: 53515.957031
Iteration 374Q: 25 clusters Score -1.020951e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160014 members 
Mstep: Class 5 contains 101476 members 
Mstep: Class 6 contains 45800 members 
Mstep: Class 7 contains 76533 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15306 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13380 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 88685 members 
Mstep: Class 21 contains 47195 members 
Mstep: Class 22 contains 6918 members 
Mstep: Class 23 contains 25820 members 
Mstep: Class 24 contains 101126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095064.000000 Penalty: 53515.957031
Iteration 375Q: 25 clusters Score -1.020951e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160014 members 
Mstep: Class 5 contains 101480 members 
Mstep: Class 6 contains 45794 members 
Mstep: Class 7 contains 76559 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13378 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7286 members 
Mstep: Class 20 contains 88737 members 
Mstep: Class 21 contains 47194 members 
Mstep: Class 22 contains 6919 members 
Mstep: Class 23 contains 25801 members 
Mstep: Class 24 contains 101070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095080.000000 Penalty: 53515.957031
Iteration 376Q: 25 clusters Score -1.020951e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160015 members 
Mstep: Class 5 contains 101478 members 
Mstep: Class 6 contains 45782 members 
Mstep: Class 7 contains 76563 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15300 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13378 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 20 contains 88793 members 
Mstep: Class 21 contains 47195 members 
Mstep: Class 22 contains 6919 members 
Mstep: Class 23 contains 25784 members 
Mstep: Class 24 contains 101040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095096.000000 Penalty: 53515.957031
Iteration 377Q: 25 clusters Score -1.020951e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160015 members 
Mstep: Class 5 contains 101478 members 
Mstep: Class 6 contains 45778 members 
Mstep: Class 7 contains 76570 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13378 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7292 members 
Mstep: Class 20 contains 88841 members 
Mstep: Class 21 contains 47195 members 
Mstep: Class 22 contains 6919 members 
Mstep: Class 23 contains 25754 members 
Mstep: Class 24 contains 101011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095032.000000 Penalty: 53515.957031
Iteration 378Q: 25 clusters Score -1.02095e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160015 members 
Mstep: Class 5 contains 101484 members 
Mstep: Class 6 contains 45783 members 
Mstep: Class 7 contains 76577 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13378 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7294 members 
Mstep: Class 20 contains 88888 members 
Mstep: Class 21 contains 47195 members 
Mstep: Class 22 contains 6912 members 
Mstep: Class 23 contains 25726 members 
Mstep: Class 24 contains 100979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094960.000000 Penalty: 53515.957031
Iteration 379Q: 25 clusters Score -1.02095e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160016 members 
Mstep: Class 5 contains 101489 members 
Mstep: Class 6 contains 45777 members 
Mstep: Class 7 contains 76583 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13378 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7295 members 
Mstep: Class 20 contains 88940 members 
Mstep: Class 21 contains 47194 members 
Mstep: Class 22 contains 6907 members 
Mstep: Class 23 contains 25698 members 
Mstep: Class 24 contains 100955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094896.000000 Penalty: 53515.957031
Iteration 380F: 25 clusters Score -1.020949e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160017 members 
Mstep: Class 5 contains 101487 members 
Mstep: Class 6 contains 45767 members 
Mstep: Class 7 contains 76585 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15300 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13378 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7295 members 
Mstep: Class 20 contains 89007 members 
Mstep: Class 21 contains 47194 members 
Mstep: Class 22 contains 6901 members 
Mstep: Class 23 contains 25674 members 
Mstep: Class 24 contains 100931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094976.000000 Penalty: 53515.957031
Iteration 381Q: 25 clusters Score -1.02095e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160018 members 
Mstep: Class 5 contains 101487 members 
Mstep: Class 6 contains 45760 members 
Mstep: Class 7 contains 76586 members 
Mstep: Class 8 contains 126046 members 
Mstep: Class 9 contains 15300 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7294 members 
Mstep: Class 20 contains 89066 members 
Mstep: Class 21 contains 47194 members 
Mstep: Class 22 contains 6897 members 
Mstep: Class 23 contains 25643 members 
Mstep: Class 24 contains 100915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094992.000000 Penalty: 53515.957031
Iteration 382Q: 25 clusters Score -1.02095e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160017 members 
Mstep: Class 5 contains 101489 members 
Mstep: Class 6 contains 45747 members 
Mstep: Class 7 contains 76565 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7292 members 
Mstep: Class 20 contains 89134 members 
Mstep: Class 21 contains 47194 members 
Mstep: Class 22 contains 6890 members 
Mstep: Class 23 contains 25612 members 
Mstep: Class 24 contains 100915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095024.000000 Penalty: 53515.957031
Iteration 383Q: 25 clusters Score -1.02095e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160017 members 
Mstep: Class 5 contains 101484 members 
Mstep: Class 6 contains 45713 members 
Mstep: Class 7 contains 76570 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15301 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7294 members 
Mstep: Class 20 contains 89201 members 
Mstep: Class 21 contains 47194 members 
Mstep: Class 22 contains 6886 members 
Mstep: Class 23 contains 25585 members 
Mstep: Class 24 contains 100914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095032.000000 Penalty: 53515.957031
Iteration 384Q: 25 clusters Score -1.02095e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160017 members 
Mstep: Class 5 contains 101481 members 
Mstep: Class 6 contains 45673 members 
Mstep: Class 7 contains 76569 members 
Mstep: Class 8 contains 126046 members 
Mstep: Class 9 contains 15299 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7300 members 
Mstep: Class 20 contains 89260 members 
Mstep: Class 21 contains 47193 members 
Mstep: Class 22 contains 6889 members 
Mstep: Class 23 contains 25559 members 
Mstep: Class 24 contains 100920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095032.000000 Penalty: 53515.957031
Iteration 385Q: 25 clusters Score -1.02095e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160015 members 
Mstep: Class 5 contains 101480 members 
Mstep: Class 6 contains 45647 members 
Mstep: Class 7 contains 76558 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15294 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7305 members 
Mstep: Class 20 contains 89330 members 
Mstep: Class 21 contains 47193 members 
Mstep: Class 22 contains 6889 members 
Mstep: Class 23 contains 25522 members 
Mstep: Class 24 contains 100925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095008.000000 Penalty: 53515.957031
Iteration 386Q: 25 clusters Score -1.02095e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160015 members 
Mstep: Class 5 contains 101477 members 
Mstep: Class 6 contains 45621 members 
Mstep: Class 7 contains 76549 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15294 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7308 members 
Mstep: Class 20 contains 89365 members 
Mstep: Class 21 contains 47193 members 
Mstep: Class 22 contains 6885 members 
Mstep: Class 23 contains 25494 members 
Mstep: Class 24 contains 100957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094928.000000 Penalty: 53515.957031
Iteration 387Q: 25 clusters Score -1.020949e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160016 members 
Mstep: Class 5 contains 101470 members 
Mstep: Class 6 contains 45591 members 
Mstep: Class 7 contains 76548 members 
Mstep: Class 8 contains 126046 members 
Mstep: Class 9 contains 15290 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7307 members 
Mstep: Class 20 contains 89409 members 
Mstep: Class 21 contains 47192 members 
Mstep: Class 22 contains 6887 members 
Mstep: Class 23 contains 25473 members 
Mstep: Class 24 contains 100977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094832.000000 Penalty: 53515.957031
Iteration 388Q: 25 clusters Score -1.020948e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160014 members 
Mstep: Class 5 contains 101474 members 
Mstep: Class 6 contains 45578 members 
Mstep: Class 7 contains 76552 members 
Mstep: Class 8 contains 126046 members 
Mstep: Class 9 contains 15288 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7312 members 
Mstep: Class 20 contains 89437 members 
Mstep: Class 21 contains 47192 members 
Mstep: Class 22 contains 6884 members 
Mstep: Class 23 contains 25445 members 
Mstep: Class 24 contains 100984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094936.000000 Penalty: 53515.957031
Iteration 389Q: 25 clusters Score -1.020949e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160014 members 
Mstep: Class 5 contains 101475 members 
Mstep: Class 6 contains 45568 members 
Mstep: Class 7 contains 76553 members 
Mstep: Class 8 contains 126045 members 
Mstep: Class 9 contains 15287 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7317 members 
Mstep: Class 20 contains 89478 members 
Mstep: Class 21 contains 47193 members 
Mstep: Class 22 contains 6880 members 
Mstep: Class 23 contains 25416 members 
Mstep: Class 24 contains 100980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095000.000000 Penalty: 53515.957031
Iteration 390Q: 25 clusters Score -1.02095e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10523 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101482 members 
Mstep: Class 6 contains 45573 members 
Mstep: Class 7 contains 76558 members 
Mstep: Class 8 contains 126044 members 
Mstep: Class 9 contains 15283 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 89485 members 
Mstep: Class 21 contains 47193 members 
Mstep: Class 22 contains 6869 members 
Mstep: Class 23 contains 25377 members 
Mstep: Class 24 contains 101011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094912.000000 Penalty: 53515.957031
Iteration 391Q: 25 clusters Score -1.020949e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 101479 members 
Mstep: Class 6 contains 45563 members 
Mstep: Class 7 contains 76570 members 
Mstep: Class 8 contains 126046 members 
Mstep: Class 9 contains 15284 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13377 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7323 members 
Mstep: Class 20 contains 89493 members 
Mstep: Class 21 contains 47193 members 
Mstep: Class 22 contains 6865 members 
Mstep: Class 23 contains 25343 members 
Mstep: Class 24 contains 101039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095096.000000 Penalty: 53515.957031
Iteration 392Q: 25 clusters Score -1.020951e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101479 members 
Mstep: Class 6 contains 45534 members 
Mstep: Class 7 contains 76581 members 
Mstep: Class 8 contains 126046 members 
Mstep: Class 9 contains 15287 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7324 members 
Mstep: Class 20 contains 89507 members 
Mstep: Class 21 contains 47193 members 
Mstep: Class 22 contains 6866 members 
Mstep: Class 23 contains 25336 members 
Mstep: Class 24 contains 101045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095200.000000 Penalty: 53515.957031
Iteration 393Q: 25 clusters Score -1.020952e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101483 members 
Mstep: Class 6 contains 45518 members 
Mstep: Class 7 contains 76577 members 
Mstep: Class 8 contains 126046 members 
Mstep: Class 9 contains 15284 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7323 members 
Mstep: Class 20 contains 89519 members 
Mstep: Class 21 contains 47193 members 
Mstep: Class 22 contains 6863 members 
Mstep: Class 23 contains 25323 members 
Mstep: Class 24 contains 101068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095208.000000 Penalty: 53515.957031
Iteration 394Q: 25 clusters Score -1.020952e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101499 members 
Mstep: Class 6 contains 45496 members 
Mstep: Class 7 contains 76564 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15285 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7324 members 
Mstep: Class 20 contains 89535 members 
Mstep: Class 21 contains 47193 members 
Mstep: Class 22 contains 6861 members 
Mstep: Class 23 contains 25303 members 
Mstep: Class 24 contains 101091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095264.000000 Penalty: 53515.957031
Iteration 395Q: 25 clusters Score -1.020953e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101500 members 
Mstep: Class 6 contains 45459 members 
Mstep: Class 7 contains 76563 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15286 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7326 members 
Mstep: Class 20 contains 89567 members 
Mstep: Class 21 contains 47193 members 
Mstep: Class 22 contains 6861 members 
Mstep: Class 23 contains 25289 members 
Mstep: Class 24 contains 101106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095144.000000 Penalty: 53515.957031
Iteration 396Q: 25 clusters Score -1.020951e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101504 members 
Mstep: Class 6 contains 45435 members 
Mstep: Class 7 contains 76556 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15283 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7326 members 
Mstep: Class 20 contains 89607 members 
Mstep: Class 21 contains 47192 members 
Mstep: Class 22 contains 6863 members 
Mstep: Class 23 contains 25270 members 
Mstep: Class 24 contains 101114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095120.000000 Penalty: 53515.957031
Iteration 397Q: 25 clusters Score -1.020951e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101511 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 76548 members 
Mstep: Class 8 contains 126046 members 
Mstep: Class 9 contains 15283 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7326 members 
Mstep: Class 20 contains 89654 members 
Mstep: Class 21 contains 47191 members 
Mstep: Class 22 contains 6863 members 
Mstep: Class 23 contains 25250 members 
Mstep: Class 24 contains 101112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095144.000000 Penalty: 53515.957031
Iteration 398Q: 25 clusters Score -1.020951e+08 nChanged 180
Entering ConstructFrom: 
Score: -102095144.000000 Penalty: 53515.957031
Entering ConstructFrom: 
Trying to split cluster 1 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -99408.531250 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -99408.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98034.843750 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -98034.84 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -98317.000000 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -98317 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -98443.734375 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -98443.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -98514.632812 Penalty: 2237.458252
	Iteration 3F: 3 clusters Score -98514.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -98581.945312 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -98581.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -98611.210938 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -98611.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -98654.648438 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -98654.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -98685.804688 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -98685.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -98713.843750 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -98713.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -98754.406250 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -98754.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -98793.664062 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -98793.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -98812.750000 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -98812.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -98824.531250 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -98824.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -98840.671875 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -98840.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -98846.578125 Penalty: 2237.458252
	Iteration 14Q: 3 clusters Score -98846.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -98851.585938 Penalty: 2237.458252
	Iteration 15Q: 3 clusters Score -98851.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -98861.226562 Penalty: 2237.458252
	Iteration 16Q: 3 clusters Score -98861.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -98866.476562 Penalty: 2237.458252
	Iteration 17Q: 3 clusters Score -98866.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -98870.382812 Penalty: 2237.458252
	Iteration 18Q: 3 clusters Score -98870.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -98870.679688 Penalty: 2237.458252
	Iteration 19Q: 3 clusters Score -98870.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -98870.679688 Penalty: 2237.458252
	Iteration 20F: 3 clusters Score -98870.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Entering Unmasked Estep 
Score: -1201017.000000 Penalty: 1504.948853
	Iteration 0F: 2 clusters Score -1201017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1193586.625000 Penalty: 3009.897705
	Iteration 0F: 3 clusters Score -1193587 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1195878.625000 Penalty: 3009.897705
	Iteration 1F: 3 clusters Score -1195879 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1196111.125000 Penalty: 3009.897705
	Iteration 2F: 3 clusters Score -1196111 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1196313.375000 Penalty: 3009.897705
	Iteration 3Q: 3 clusters Score -1196313 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1196479.875000 Penalty: 3009.897705
	Iteration 4Q: 3 clusters Score -1196480 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1196652.875000 Penalty: 3009.897705
	Iteration 5Q: 3 clusters Score -1196653 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1196816.500000 Penalty: 3009.897705
	Iteration 6Q: 3 clusters Score -1196816 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1197011.000000 Penalty: 3009.897705
	Iteration 7Q: 3 clusters Score -1197011 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1197223.375000 Penalty: 3009.897705
	Iteration 8Q: 3 clusters Score -1197223 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1197523.000000 Penalty: 3009.897705
	Iteration 9Q: 3 clusters Score -1197523 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1197921.875000 Penalty: 3009.897705
	Iteration 10F: 3 clusters Score -1197922 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1198352.250000 Penalty: 3009.897705
	Iteration 11F: 3 clusters Score -1198352 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1198736.500000 Penalty: 3009.897705
	Iteration 12Q: 3 clusters Score -1198736 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1199056.250000 Penalty: 3009.897705
	Iteration 13Q: 3 clusters Score -1199056 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1199276.750000 Penalty: 3009.897705
	Iteration 14Q: 3 clusters Score -1199277 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1199433.000000 Penalty: 3009.897705
	Iteration 15Q: 3 clusters Score -1199433 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1199534.375000 Penalty: 3009.897705
	Iteration 16Q: 3 clusters Score -1199534 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1199599.000000 Penalty: 3009.897705
	Iteration 17Q: 3 clusters Score -1199599 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1199652.125000 Penalty: 3009.897705
	Iteration 18Q: 3 clusters Score -1199652 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1199715.750000 Penalty: 3009.897705
	Iteration 19Q: 3 clusters Score -1199716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1199753.125000 Penalty: 3009.897705
	Iteration 20F: 3 clusters Score -1199753 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1199776.750000 Penalty: 3009.897705
	Iteration 21Q: 3 clusters Score -1199777 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1199810.500000 Penalty: 3009.897705
	Iteration 22Q: 3 clusters Score -1199810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1199836.125000 Penalty: 3009.897705
	Iteration 23Q: 3 clusters Score -1199836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1199848.375000 Penalty: 3009.897705
	Iteration 24Q: 3 clusters Score -1199848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1199856.625000 Penalty: 3009.897705
	Iteration 25Q: 3 clusters Score -1199857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1199858.750000 Penalty: 3009.897705
	Iteration 26Q: 3 clusters Score -1199859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1199865.750000 Penalty: 3009.897705
	Iteration 27Q: 3 clusters Score -1199866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1199870.750000 Penalty: 3009.897705
	Iteration 28Q: 3 clusters Score -1199871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1199870.750000 Penalty: 3009.897705
	Iteration 29Q: 3 clusters Score -1199871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1199872.625000 Penalty: 3009.897705
	Iteration 30Q: 3 clusters Score -1199873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1199873.250000 Penalty: 3009.897705
	Iteration 31Q: 3 clusters Score -1199873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1199874.500000 Penalty: 3009.897705
	Iteration 32Q: 3 clusters Score -1199874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1199874.875000 Penalty: 3009.897705
	Iteration 33Q: 3 clusters Score -1199875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1199878.750000 Penalty: 3009.897705
	Iteration 34Q: 3 clusters Score -1199879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1199879.750000 Penalty: 3009.897705
	Iteration 35Q: 3 clusters Score -1199880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1199884.250000 Penalty: 3009.897705
	Iteration 36Q: 3 clusters Score -1199884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1199884.000000 Penalty: 3009.897705
	Iteration 37Q: 3 clusters Score -1199884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1199883.250000 Penalty: 3009.897705
	Iteration 38Q: 3 clusters Score -1199883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1199884.875000 Penalty: 3009.897705
	Iteration 39Q: 3 clusters Score -1199885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1199886.375000 Penalty: 3009.897705
	Iteration 40F: 3 clusters Score -1199886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1199884.250000 Penalty: 3009.897705
	Iteration 41Q: 3 clusters Score -1199884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1199883.625000 Penalty: 3009.897705
	Iteration 42Q: 3 clusters Score -1199884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1199886.000000 Penalty: 3009.897705
	Iteration 43Q: 3 clusters Score -1199886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1199886.750000 Penalty: 3009.897705
	Iteration 44Q: 3 clusters Score -1199887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1199886.750000 Penalty: 3009.897705
	Iteration 45F: 3 clusters Score -1199887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -478469.187500 Penalty: 1364.081421
	Iteration 0F: 2 clusters Score -478469.2 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 2211 members 
Entering Unmasked Estep 
Score: -474882.500000 Penalty: 2728.162842
	Iteration 0F: 3 clusters Score -474882.5 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -475966.906250 Penalty: 2728.162842
	Iteration 1F: 3 clusters Score -475966.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -476461.718750 Penalty: 2728.162842
	Iteration 2F: 3 clusters Score -476461.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -477007.968750 Penalty: 2728.162842
	Iteration 3F: 3 clusters Score -477008 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -477490.375000 Penalty: 2728.162842
	Iteration 4F: 3 clusters Score -477490.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -477933.656250 Penalty: 2728.162842
	Iteration 5F: 3 clusters Score -477933.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -478190.312500 Penalty: 2728.162842
	Iteration 6F: 3 clusters Score -478190.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -478345.093750 Penalty: 2728.162842
	Iteration 7Q: 3 clusters Score -478345.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -478447.125000 Penalty: 2728.162842
	Iteration 8Q: 3 clusters Score -478447.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -478494.843750 Penalty: 2728.162842
	Iteration 9Q: 3 clusters Score -478494.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -478515.781250 Penalty: 2728.162842
	Iteration 10Q: 3 clusters Score -478515.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -478529.656250 Penalty: 2728.162842
	Iteration 11Q: 3 clusters Score -478529.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -478537.625000 Penalty: 2728.162842
	Iteration 12Q: 3 clusters Score -478537.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -478544.875000 Penalty: 2728.162842
	Iteration 13Q: 3 clusters Score -478544.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -478551.437500 Penalty: 2728.162842
	Iteration 14Q: 3 clusters Score -478551.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -478556.781250 Penalty: 2728.162842
	Iteration 15Q: 3 clusters Score -478556.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -478563.562500 Penalty: 2728.162842
	Iteration 16Q: 3 clusters Score -478563.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -478571.218750 Penalty: 2728.162842
	Iteration 17Q: 3 clusters Score -478571.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -478578.656250 Penalty: 2728.162842
	Iteration 18Q: 3 clusters Score -478578.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -478581.937500 Penalty: 2728.162842
	Iteration 19Q: 3 clusters Score -478581.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -478584.843750 Penalty: 2728.162842
	Iteration 20F: 3 clusters Score -478584.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -478588.781250 Penalty: 2728.162842
	Iteration 21Q: 3 clusters Score -478588.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -478589.656250 Penalty: 2728.162842
	Iteration 22Q: 3 clusters Score -478589.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -478590.562500 Penalty: 2728.162842
	Iteration 23Q: 3 clusters Score -478590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -478592.343750 Penalty: 2728.162842
	Iteration 24Q: 3 clusters Score -478592.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -478592.562500 Penalty: 2728.162842
	Iteration 25Q: 3 clusters Score -478592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -478593.968750 Penalty: 2728.162842
	Iteration 26Q: 3 clusters Score -478594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -478593.750000 Penalty: 2728.162842
	Iteration 27Q: 3 clusters Score -478593.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -478593.750000 Penalty: 2728.162842
	Iteration 28F: 3 clusters Score -478593.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101519 members 
Mstep: Class 6 contains 45396 members 
Mstep: Class 7 contains 76552 members 
Mstep: Class 8 contains 126046 members 
Mstep: Class 9 contains 15283 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7326 members 
Mstep: Class 20 contains 89702 members 
Mstep: Class 21 contains 47190 members 
Mstep: Class 22 contains 6862 members 
Mstep: Class 23 contains 25234 members 
Mstep: Class 24 contains 101087 members 
Mstep: Class 25 contains 2415 members 
Entering Unmasked Estep 
Score: -102094504.000000 Penalty: 55745.789062
Splitting cluster 3 changes total score from -102095144.000000 to -102094504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (160012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160012 members 
Entering Unmasked Estep 
Score: -18139660.000000 Penalty: 1947.238037
	Iteration 0F: 2 clusters Score -1.813966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 79750 members 
Entering Unmasked Estep 
Score: -18035454.000000 Penalty: 3894.476074
	Iteration 0F: 3 clusters Score -1.803545e+07 nChanged 77527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -18081668.000000 Penalty: 3894.476074
	Iteration 1F: 3 clusters Score -1.808167e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -18082974.000000 Penalty: 3894.476074
	Iteration 2Q: 3 clusters Score -1.808297e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95595 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -18085714.000000 Penalty: 3894.476074
	Iteration 3Q: 3 clusters Score -1.808571e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103650 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -18090636.000000 Penalty: 3894.476074
	Iteration 4F: 3 clusters Score -1.809064e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114264 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -18098536.000000 Penalty: 3894.476074
	Iteration 5F: 3 clusters Score -1.809854e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126336 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -18109032.000000 Penalty: 3894.476074
	Iteration 6F: 3 clusters Score -1.810903e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136956 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -18118948.000000 Penalty: 3894.476074
	Iteration 7F: 3 clusters Score -1.811895e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144560 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -18125990.000000 Penalty: 3894.476074
	Iteration 8Q: 3 clusters Score -1.812599e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149425 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -18130388.000000 Penalty: 3894.476074
	Iteration 9Q: 3 clusters Score -1.813039e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152691 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -18133066.000000 Penalty: 3894.476074
	Iteration 10Q: 3 clusters Score -1.813307e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -18134780.000000 Penalty: 3894.476074
	Iteration 11Q: 3 clusters Score -1.813478e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156848 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -18135992.000000 Penalty: 3894.476074
	Iteration 12Q: 3 clusters Score -1.813599e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158082 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -18136790.000000 Penalty: 3894.476074
	Iteration 13Q: 3 clusters Score -1.813679e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158845 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -18137300.000000 Penalty: 3894.476074
	Iteration 14Q: 3 clusters Score -1.81373e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159265 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -18137542.000000 Penalty: 3894.476074
	Iteration 15Q: 3 clusters Score -1.813754e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159482 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -18137724.000000 Penalty: 3894.476074
	Iteration 16Q: 3 clusters Score -1.813772e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159604 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -18137758.000000 Penalty: 3894.476074
	Iteration 17Q: 3 clusters Score -1.813776e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159667 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -18137818.000000 Penalty: 3894.476074
	Iteration 18Q: 3 clusters Score -1.813782e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159704 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18137860.000000 Penalty: 3894.476074
	Iteration 19Q: 3 clusters Score -1.813786e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159732 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -18137898.000000 Penalty: 3894.476074
	Iteration 20F: 3 clusters Score -1.81379e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159753 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18137952.000000 Penalty: 3894.476074
	Iteration 21Q: 3 clusters Score -1.813795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159769 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18137964.000000 Penalty: 3894.476074
	Iteration 22Q: 3 clusters Score -1.813796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159775 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18137970.000000 Penalty: 3894.476074
	Iteration 23Q: 3 clusters Score -1.813797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159777 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18137976.000000 Penalty: 3894.476074
	Iteration 24Q: 3 clusters Score -1.813798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159779 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18137978.000000 Penalty: 3894.476074
	Iteration 25Q: 3 clusters Score -1.813798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159781 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18137990.000000 Penalty: 3894.476074
	Iteration 26Q: 3 clusters Score -1.813799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159782 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18137990.000000 Penalty: 3894.476074
	Iteration 27Q: 3 clusters Score -1.813799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159782 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18137990.000000 Penalty: 3894.476074
	Iteration 28F: 3 clusters Score -1.813799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101519 members 
Entering Unmasked Estep 
Score: -11680238.000000 Penalty: 1873.300171
	Iteration 0F: 2 clusters Score -1.168024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -11614825.000000 Penalty: 3746.600342
	Iteration 0F: 3 clusters Score -1.161482e+07 nChanged 48589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -11642900.000000 Penalty: 3746.600342
	Iteration 1F: 3 clusters Score -1.16429e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -11643865.000000 Penalty: 3746.600342
	Iteration 2Q: 3 clusters Score -1.164386e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -11645315.000000 Penalty: 3746.600342
	Iteration 3Q: 3 clusters Score -1.164532e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -11647005.000000 Penalty: 3746.600342
	Iteration 4Q: 3 clusters Score -1.1647e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -11649418.000000 Penalty: 3746.600342
	Iteration 5Q: 3 clusters Score -1.164942e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -11652204.000000 Penalty: 3746.600342
	Iteration 6F: 3 clusters Score -1.16522e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -11655642.000000 Penalty: 3746.600342
	Iteration 7F: 3 clusters Score -1.165564e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -11659293.000000 Penalty: 3746.600342
	Iteration 8F: 3 clusters Score -1.165929e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -11663046.000000 Penalty: 3746.600342
	Iteration 9F: 3 clusters Score -1.166305e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75115 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -11666226.000000 Penalty: 3746.600342
	Iteration 10F: 3 clusters Score -1.166623e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78622 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -11668758.000000 Penalty: 3746.600342
	Iteration 11Q: 3 clusters Score -1.166876e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -11670554.000000 Penalty: 3746.600342
	Iteration 12Q: 3 clusters Score -1.167055e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -11672152.000000 Penalty: 3746.600342
	Iteration 13Q: 3 clusters Score -1.167215e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -11673287.000000 Penalty: 3746.600342
	Iteration 14Q: 3 clusters Score -1.167329e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90149 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -11674377.000000 Penalty: 3746.600342
	Iteration 15Q: 3 clusters Score -1.167438e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92442 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -11675377.000000 Penalty: 3746.600342
	Iteration 16Q: 3 clusters Score -1.167538e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94458 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -11676290.000000 Penalty: 3746.600342
	Iteration 17Q: 3 clusters Score -1.167629e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96098 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -11677027.000000 Penalty: 3746.600342
	Iteration 18Q: 3 clusters Score -1.167703e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97417 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -11677573.000000 Penalty: 3746.600342
	Iteration 19Q: 3 clusters Score -1.167757e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98372 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -11677998.000000 Penalty: 3746.600342
	Iteration 20F: 3 clusters Score -1.1678e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99102 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -11678376.000000 Penalty: 3746.600342
	Iteration 21Q: 3 clusters Score -1.167838e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99603 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -11678571.000000 Penalty: 3746.600342
	Iteration 22Q: 3 clusters Score -1.167857e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99954 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11678719.000000 Penalty: 3746.600342
	Iteration 23Q: 3 clusters Score -1.167872e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11678854.000000 Penalty: 3746.600342
	Iteration 24Q: 3 clusters Score -1.167885e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100363 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11678923.000000 Penalty: 3746.600342
	Iteration 25Q: 3 clusters Score -1.167892e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100462 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -11678974.000000 Penalty: 3746.600342
	Iteration 26Q: 3 clusters Score -1.167897e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100538 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -11679013.000000 Penalty: 3746.600342
	Iteration 27Q: 3 clusters Score -1.167901e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11679059.000000 Penalty: 3746.600342
	Iteration 28Q: 3 clusters Score -1.167906e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100641 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -11679118.000000 Penalty: 3746.600342
	Iteration 29Q: 3 clusters Score -1.167912e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -11679195.000000 Penalty: 3746.600342
	Iteration 30Q: 3 clusters Score -1.16792e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100707 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -11679347.000000 Penalty: 3746.600342
	Iteration 31Q: 3 clusters Score -1.167935e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100704 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11679437.000000 Penalty: 3746.600342
	Iteration 32Q: 3 clusters Score -1.167944e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100697 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11679591.000000 Penalty: 3746.600342
	Iteration 33Q: 3 clusters Score -1.167959e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11679682.000000 Penalty: 3746.600342
	Iteration 34Q: 3 clusters Score -1.167968e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100615 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11679795.000000 Penalty: 3746.600342
	Iteration 35Q: 3 clusters Score -1.16798e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100555 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -11679850.000000 Penalty: 3746.600342
	Iteration 36Q: 3 clusters Score -1.167985e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11679878.000000 Penalty: 3746.600342
	Iteration 37Q: 3 clusters Score -1.167988e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -11679918.000000 Penalty: 3746.600342
	Iteration 38Q: 3 clusters Score -1.167992e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11679946.000000 Penalty: 3746.600342
	Iteration 39Q: 3 clusters Score -1.167995e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100420 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11679968.000000 Penalty: 3746.600342
	Iteration 40F: 3 clusters Score -1.167997e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100369 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11680000.000000 Penalty: 3746.600342
	Iteration 41Q: 3 clusters Score -1.168e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100350 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -11680014.000000 Penalty: 3746.600342
	Iteration 42Q: 3 clusters Score -1.168001e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100328 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11680042.000000 Penalty: 3746.600342
	Iteration 43Q: 3 clusters Score -1.168004e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100302 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11680051.000000 Penalty: 3746.600342
	Iteration 44Q: 3 clusters Score -1.168005e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100288 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11680058.000000 Penalty: 3746.600342
	Iteration 45Q: 3 clusters Score -1.168006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -11680075.000000 Penalty: 3746.600342
	Iteration 46Q: 3 clusters Score -1.168008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -11680073.000000 Penalty: 3746.600342
	Iteration 47Q: 3 clusters Score -1.168007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100264 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -11680073.000000 Penalty: 3746.600342
	Iteration 48Q: 3 clusters Score -1.168007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100259 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -11680074.000000 Penalty: 3746.600342
	Iteration 49Q: 3 clusters Score -1.168007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100257 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11680091.000000 Penalty: 3746.600342
	Iteration 50Q: 3 clusters Score -1.168009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100249 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -11680091.000000 Penalty: 3746.600342
	Iteration 51Q: 3 clusters Score -1.168009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100246 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -11680090.000000 Penalty: 3746.600342
	Iteration 52Q: 3 clusters Score -1.168009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100244 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -11680091.000000 Penalty: 3746.600342
	Iteration 53Q: 3 clusters Score -1.168009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100242 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11680097.000000 Penalty: 3746.600342
	Iteration 54Q: 3 clusters Score -1.16801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100241 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -11680095.000000 Penalty: 3746.600342
	Iteration 55Q: 3 clusters Score -1.16801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100241 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -11680095.000000 Penalty: 3746.600342
	Iteration 56F: 3 clusters Score -1.16801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Entering Unmasked Estep 
Score: -5294992.000000 Penalty: 1742.516602
	Iteration 0F: 2 clusters Score -5294992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -5264730.500000 Penalty: 3485.033203
	Iteration 0F: 3 clusters Score -5264730 nChanged 21145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -5276301.000000 Penalty: 3485.033203
	Iteration 1F: 3 clusters Score -5276301 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -5276642.500000 Penalty: 3485.033203
	Iteration 2Q: 3 clusters Score -5276642 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -5277014.500000 Penalty: 3485.033203
	Iteration 3Q: 3 clusters Score -5277014 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -5277518.000000 Penalty: 3485.033203
	Iteration 4Q: 3 clusters Score -5277518 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -5278301.500000 Penalty: 3485.033203
	Iteration 5Q: 3 clusters Score -5278302 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -5279738.500000 Penalty: 3485.033203
	Iteration 6F: 3 clusters Score -5279738 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -5282391.000000 Penalty: 3485.033203
	Iteration 7F: 3 clusters Score -5282391 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -5286429.000000 Penalty: 3485.033203
	Iteration 8F: 3 clusters Score -5286429 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -5290363.000000 Penalty: 3485.033203
	Iteration 9F: 3 clusters Score -5290363 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5292477.000000 Penalty: 3485.033203
	Iteration 10Q: 3 clusters Score -5292477 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5293154.000000 Penalty: 3485.033203
	Iteration 11Q: 3 clusters Score -5293154 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5293339.500000 Penalty: 3485.033203
	Iteration 12Q: 3 clusters Score -5293340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5293413.000000 Penalty: 3485.033203
	Iteration 13Q: 3 clusters Score -5293413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5293439.000000 Penalty: 3485.033203
	Iteration 14Q: 3 clusters Score -5293439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5293457.000000 Penalty: 3485.033203
	Iteration 15Q: 3 clusters Score -5293457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5293465.000000 Penalty: 3485.033203
	Iteration 16Q: 3 clusters Score -5293465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5293480.000000 Penalty: 3485.033203
	Iteration 17Q: 3 clusters Score -5293480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5293482.000000 Penalty: 3485.033203
	Iteration 18Q: 3 clusters Score -5293482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5293482.000000 Penalty: 3485.033203
	Iteration 19F: 3 clusters Score -5293482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Entering Unmasked Estep 
Score: -8901001.000000 Penalty: 1827.430420
	Iteration 0F: 2 clusters Score -8901001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -8849858.000000 Penalty: 3654.860840
	Iteration 0F: 3 clusters Score -8849858 nChanged 36412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -8870703.000000 Penalty: 3654.860840
	Iteration 1F: 3 clusters Score -8870703 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -8871094.000000 Penalty: 3654.860840
	Iteration 2Q: 3 clusters Score -8871094 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -8871575.000000 Penalty: 3654.860840
	Iteration 3Q: 3 clusters Score -8871575 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -8872336.000000 Penalty: 3654.860840
	Iteration 4Q: 3 clusters Score -8872336 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -8873442.000000 Penalty: 3654.860840
	Iteration 5Q: 3 clusters Score -8873442 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -8875592.000000 Penalty: 3654.860840
	Iteration 6F: 3 clusters Score -8875592 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -8879437.000000 Penalty: 3654.860840
	Iteration 7F: 3 clusters Score -8879437 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -8885230.000000 Penalty: 3654.860840
	Iteration 8F: 3 clusters Score -8885230 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -8891966.000000 Penalty: 3654.860840
	Iteration 9F: 3 clusters Score -8891966 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 73624 members 
Entering Unmasked Estep 
Score: -8896626.000000 Penalty: 3654.860840
	Iteration 10F: 3 clusters Score -8896626 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -8898569.000000 Penalty: 3654.860840
	Iteration 11Q: 3 clusters Score -8898569 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 76189 members 
Entering Unmasked Estep 
Score: -8899096.000000 Penalty: 3654.860840
	Iteration 12Q: 3 clusters Score -8899096 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 76340 members 
Entering Unmasked Estep 
Score: -8899265.000000 Penalty: 3654.860840
	Iteration 13Q: 3 clusters Score -8899265 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76392 members 
Entering Unmasked Estep 
Score: -8899342.000000 Penalty: 3654.860840
	Iteration 14Q: 3 clusters Score -8899342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -8899354.000000 Penalty: 3654.860840
	Iteration 15Q: 3 clusters Score -8899354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -8899372.000000 Penalty: 3654.860840
	Iteration 16Q: 3 clusters Score -8899372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -8899390.000000 Penalty: 3654.860840
	Iteration 17Q: 3 clusters Score -8899390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -8899394.000000 Penalty: 3654.860840
	Iteration 18Q: 3 clusters Score -8899394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 76411 members 
Entering Unmasked Estep 
Score: -8899395.000000 Penalty: 3654.860840
	Iteration 19Q: 3 clusters Score -8899395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -8899400.000000 Penalty: 3654.860840
	Iteration 20F: 3 clusters Score -8899400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126046 members 
Entering Unmasked Estep 
Score: -14250217.000000 Penalty: 1908.465332
	Iteration 0F: 2 clusters Score -1.425022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -14165967.000000 Penalty: 3816.930664
	Iteration 0F: 3 clusters Score -1.416597e+07 nChanged 60707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -14201466.000000 Penalty: 3816.930664
	Iteration 1F: 3 clusters Score -1.420147e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -14203157.000000 Penalty: 3816.930664
	Iteration 2Q: 3 clusters Score -1.420316e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72388 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -14205677.000000 Penalty: 3816.930664
	Iteration 3Q: 3 clusters Score -1.420568e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77074 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -14209594.000000 Penalty: 3816.930664
	Iteration 4F: 3 clusters Score -1.420959e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -14214680.000000 Penalty: 3816.930664
	Iteration 5F: 3 clusters Score -1.421468e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89343 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -14220206.000000 Penalty: 3816.930664
	Iteration 6F: 3 clusters Score -1.422021e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96065 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -14226244.000000 Penalty: 3816.930664
	Iteration 7F: 3 clusters Score -1.422624e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102291 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -14231645.000000 Penalty: 3816.930664
	Iteration 8F: 3 clusters Score -1.423164e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107642 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -14236190.000000 Penalty: 3816.930664
	Iteration 9Q: 3 clusters Score -1.423619e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111956 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -14239784.000000 Penalty: 3816.930664
	Iteration 10Q: 3 clusters Score -1.423978e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115294 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -14242274.000000 Penalty: 3816.930664
	Iteration 11Q: 3 clusters Score -1.424227e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117911 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -14244121.000000 Penalty: 3816.930664
	Iteration 12Q: 3 clusters Score -1.424412e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119878 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -14245397.000000 Penalty: 3816.930664
	Iteration 13Q: 3 clusters Score -1.42454e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121351 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -14246282.000000 Penalty: 3816.930664
	Iteration 14Q: 3 clusters Score -1.424628e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122438 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -14246875.000000 Penalty: 3816.930664
	Iteration 15Q: 3 clusters Score -1.424688e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123232 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -14247390.000000 Penalty: 3816.930664
	Iteration 16Q: 3 clusters Score -1.424739e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123814 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -14247704.000000 Penalty: 3816.930664
	Iteration 17Q: 3 clusters Score -1.42477e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124233 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -14247989.000000 Penalty: 3816.930664
	Iteration 18Q: 3 clusters Score -1.424799e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124572 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -14248147.000000 Penalty: 3816.930664
	Iteration 19Q: 3 clusters Score -1.424815e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124798 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -14248302.000000 Penalty: 3816.930664
	Iteration 20F: 3 clusters Score -1.42483e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124952 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -14248369.000000 Penalty: 3816.930664
	Iteration 21Q: 3 clusters Score -1.424837e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125079 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -14248446.000000 Penalty: 3816.930664
	Iteration 22Q: 3 clusters Score -1.424845e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125159 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -14248453.000000 Penalty: 3816.930664
	Iteration 23Q: 3 clusters Score -1.424845e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125210 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -14248477.000000 Penalty: 3816.930664
	Iteration 24Q: 3 clusters Score -1.424848e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125252 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -14248512.000000 Penalty: 3816.930664
	Iteration 25Q: 3 clusters Score -1.424851e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -14248551.000000 Penalty: 3816.930664
	Iteration 26Q: 3 clusters Score -1.424855e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125321 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -14248562.000000 Penalty: 3816.930664
	Iteration 27Q: 3 clusters Score -1.424856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -14248562.000000 Penalty: 3816.930664
	Iteration 28Q: 3 clusters Score -1.424856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125347 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -14248555.000000 Penalty: 3816.930664
	Iteration 29Q: 3 clusters Score -1.424856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125354 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -14248574.000000 Penalty: 3816.930664
	Iteration 30Q: 3 clusters Score -1.424857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125362 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -14248565.000000 Penalty: 3816.930664
	Iteration 31Q: 3 clusters Score -1.424856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125368 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -14248579.000000 Penalty: 3816.930664
	Iteration 32Q: 3 clusters Score -1.424858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125374 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -14248572.000000 Penalty: 3816.930664
	Iteration 33Q: 3 clusters Score -1.424857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125379 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14248569.000000 Penalty: 3816.930664
	Iteration 34Q: 3 clusters Score -1.424857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125379 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14248570.000000 Penalty: 3816.930664
	Iteration 35Q: 3 clusters Score -1.424857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125378 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -14248568.000000 Penalty: 3816.930664
	Iteration 36Q: 3 clusters Score -1.424857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125380 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -14248580.000000 Penalty: 3816.930664
	Iteration 37Q: 3 clusters Score -1.424858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125381 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14248576.000000 Penalty: 3816.930664
	Iteration 38Q: 3 clusters Score -1.424858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125384 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -14248580.000000 Penalty: 3816.930664
	Iteration 39Q: 3 clusters Score -1.424858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125385 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -14248582.000000 Penalty: 3816.930664
	Iteration 40F: 3 clusters Score -1.424858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Entering Unmasked Estep 
Score: -1697856.125000 Penalty: 1565.605713
	Iteration 0F: 2 clusters Score -1697856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1687344.500000 Penalty: 3131.211426
	Iteration 0F: 3 clusters Score -1687344 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1690877.125000 Penalty: 3131.211426
	Iteration 1F: 3 clusters Score -1690877 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1691124.000000 Penalty: 3131.211426
	Iteration 2Q: 3 clusters Score -1691124 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1691318.750000 Penalty: 3131.211426
	Iteration 3Q: 3 clusters Score -1691319 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1691499.500000 Penalty: 3131.211426
	Iteration 4Q: 3 clusters Score -1691500 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1691638.250000 Penalty: 3131.211426
	Iteration 5Q: 3 clusters Score -1691638 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1691759.875000 Penalty: 3131.211426
	Iteration 6Q: 3 clusters Score -1691760 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1691867.500000 Penalty: 3131.211426
	Iteration 7Q: 3 clusters Score -1691868 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1691948.625000 Penalty: 3131.211426
	Iteration 8Q: 3 clusters Score -1691949 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1692010.750000 Penalty: 3131.211426
	Iteration 9Q: 3 clusters Score -1692011 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1692068.500000 Penalty: 3131.211426
	Iteration 10Q: 3 clusters Score -1692068 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1692121.125000 Penalty: 3131.211426
	Iteration 11Q: 3 clusters Score -1692121 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1692151.750000 Penalty: 3131.211426
	Iteration 12Q: 3 clusters Score -1692152 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1692182.750000 Penalty: 3131.211426
	Iteration 13Q: 3 clusters Score -1692183 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1692213.375000 Penalty: 3131.211426
	Iteration 14Q: 3 clusters Score -1692213 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1692245.750000 Penalty: 3131.211426
	Iteration 15Q: 3 clusters Score -1692246 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1692274.375000 Penalty: 3131.211426
	Iteration 16Q: 3 clusters Score -1692274 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1692312.250000 Penalty: 3131.211426
	Iteration 17Q: 3 clusters Score -1692312 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1692345.125000 Penalty: 3131.211426
	Iteration 18Q: 3 clusters Score -1692345 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1692402.500000 Penalty: 3131.211426
	Iteration 19Q: 3 clusters Score -1692402 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1692478.625000 Penalty: 3131.211426
	Iteration 20F: 3 clusters Score -1692479 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1692593.875000 Penalty: 3131.211426
	Iteration 21Q: 3 clusters Score -1692594 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1692797.250000 Penalty: 3131.211426
	Iteration 22Q: 3 clusters Score -1692797 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1693057.875000 Penalty: 3131.211426
	Iteration 23Q: 3 clusters Score -1693058 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1693361.000000 Penalty: 3131.211426
	Iteration 24Q: 3 clusters Score -1693361 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1693598.125000 Penalty: 3131.211426
	Iteration 25Q: 3 clusters Score -1693598 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1693749.750000 Penalty: 3131.211426
	Iteration 26Q: 3 clusters Score -1693750 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1693829.250000 Penalty: 3131.211426
	Iteration 27Q: 3 clusters Score -1693829 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1693880.000000 Penalty: 3131.211426
	Iteration 28Q: 3 clusters Score -1693880 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1693916.500000 Penalty: 3131.211426
	Iteration 29Q: 3 clusters Score -1693916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1693940.875000 Penalty: 3131.211426
	Iteration 30Q: 3 clusters Score -1693941 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1693961.750000 Penalty: 3131.211426
	Iteration 31Q: 3 clusters Score -1693962 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1693981.250000 Penalty: 3131.211426
	Iteration 32Q: 3 clusters Score -1693981 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1694000.750000 Penalty: 3131.211426
	Iteration 33Q: 3 clusters Score -1694001 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1694020.500000 Penalty: 3131.211426
	Iteration 34Q: 3 clusters Score -1694020 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1694040.750000 Penalty: 3131.211426
	Iteration 35Q: 3 clusters Score -1694041 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1694060.500000 Penalty: 3131.211426
	Iteration 36Q: 3 clusters Score -1694060 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1694086.000000 Penalty: 3131.211426
	Iteration 37Q: 3 clusters Score -1694086 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1694117.625000 Penalty: 3131.211426
	Iteration 38Q: 3 clusters Score -1694118 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1694146.375000 Penalty: 3131.211426
	Iteration 39Q: 3 clusters Score -1694146 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1694172.625000 Penalty: 3131.211426
	Iteration 40F: 3 clusters Score -1694173 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1694201.875000 Penalty: 3131.211426
	Iteration 41Q: 3 clusters Score -1694202 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1694226.750000 Penalty: 3131.211426
	Iteration 42Q: 3 clusters Score -1694227 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1694254.375000 Penalty: 3131.211426
	Iteration 43Q: 3 clusters Score -1694254 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1694278.625000 Penalty: 3131.211426
	Iteration 44Q: 3 clusters Score -1694279 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1694298.625000 Penalty: 3131.211426
	Iteration 45Q: 3 clusters Score -1694299 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1694324.250000 Penalty: 3131.211426
	Iteration 46Q: 3 clusters Score -1694324 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1694336.250000 Penalty: 3131.211426
	Iteration 47Q: 3 clusters Score -1694336 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1694354.125000 Penalty: 3131.211426
	Iteration 48Q: 3 clusters Score -1694354 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1694380.625000 Penalty: 3131.211426
	Iteration 49Q: 3 clusters Score -1694381 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1694405.625000 Penalty: 3131.211426
	Iteration 50Q: 3 clusters Score -1694406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1694428.875000 Penalty: 3131.211426
	Iteration 51Q: 3 clusters Score -1694429 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1694455.625000 Penalty: 3131.211426
	Iteration 52Q: 3 clusters Score -1694456 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1694477.250000 Penalty: 3131.211426
	Iteration 53Q: 3 clusters Score -1694477 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1694505.500000 Penalty: 3131.211426
	Iteration 54Q: 3 clusters Score -1694506 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1694531.625000 Penalty: 3131.211426
	Iteration 55Q: 3 clusters Score -1694532 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1694568.125000 Penalty: 3131.211426
	Iteration 56Q: 3 clusters Score -1694568 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1694599.000000 Penalty: 3131.211426
	Iteration 57Q: 3 clusters Score -1694599 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1694621.750000 Penalty: 3131.211426
	Iteration 58Q: 3 clusters Score -1694622 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1694647.125000 Penalty: 3131.211426
	Iteration 59Q: 3 clusters Score -1694647 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1694668.750000 Penalty: 3131.211426
	Iteration 60F: 3 clusters Score -1694669 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1694691.750000 Penalty: 3131.211426
	Iteration 61Q: 3 clusters Score -1694692 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1694716.500000 Penalty: 3131.211426
	Iteration 62Q: 3 clusters Score -1694716 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1694741.500000 Penalty: 3131.211426
	Iteration 63Q: 3 clusters Score -1694742 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1694778.250000 Penalty: 3131.211426
	Iteration 64Q: 3 clusters Score -1694778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1694802.000000 Penalty: 3131.211426
	Iteration 65Q: 3 clusters Score -1694802 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1694830.250000 Penalty: 3131.211426
	Iteration 66Q: 3 clusters Score -1694830 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1694866.375000 Penalty: 3131.211426
	Iteration 67Q: 3 clusters Score -1694866 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1694895.375000 Penalty: 3131.211426
	Iteration 68Q: 3 clusters Score -1694895 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1694936.250000 Penalty: 3131.211426
	Iteration 69Q: 3 clusters Score -1694936 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1694976.250000 Penalty: 3131.211426
	Iteration 70Q: 3 clusters Score -1694976 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1695037.125000 Penalty: 3131.211426
	Iteration 71Q: 3 clusters Score -1695037 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1695092.000000 Penalty: 3131.211426
	Iteration 72Q: 3 clusters Score -1695092 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1695173.750000 Penalty: 3131.211426
	Iteration 73Q: 3 clusters Score -1695174 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1695251.625000 Penalty: 3131.211426
	Iteration 74Q: 3 clusters Score -1695252 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1695333.875000 Penalty: 3131.211426
	Iteration 75Q: 3 clusters Score -1695334 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1695418.625000 Penalty: 3131.211426
	Iteration 76Q: 3 clusters Score -1695419 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1695513.625000 Penalty: 3131.211426
	Iteration 77Q: 3 clusters Score -1695514 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1695594.375000 Penalty: 3131.211426
	Iteration 78Q: 3 clusters Score -1695594 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1695695.875000 Penalty: 3131.211426
	Iteration 79Q: 3 clusters Score -1695696 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1695813.250000 Penalty: 3131.211426
	Iteration 80F: 3 clusters Score -1695813 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1695911.125000 Penalty: 3131.211426
	Iteration 81Q: 3 clusters Score -1695911 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1695989.625000 Penalty: 3131.211426
	Iteration 82Q: 3 clusters Score -1695990 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1696069.375000 Penalty: 3131.211426
	Iteration 83Q: 3 clusters Score -1696069 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1696139.250000 Penalty: 3131.211426
	Iteration 84Q: 3 clusters Score -1696139 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1696182.125000 Penalty: 3131.211426
	Iteration 85Q: 3 clusters Score -1696182 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1696242.625000 Penalty: 3131.211426
	Iteration 86Q: 3 clusters Score -1696243 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1696284.625000 Penalty: 3131.211426
	Iteration 87Q: 3 clusters Score -1696285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1696312.875000 Penalty: 3131.211426
	Iteration 88Q: 3 clusters Score -1696313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1696341.750000 Penalty: 3131.211426
	Iteration 89Q: 3 clusters Score -1696342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1696360.625000 Penalty: 3131.211426
	Iteration 90Q: 3 clusters Score -1696361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1696379.250000 Penalty: 3131.211426
	Iteration 91Q: 3 clusters Score -1696379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1696392.250000 Penalty: 3131.211426
	Iteration 92Q: 3 clusters Score -1696392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1696416.375000 Penalty: 3131.211426
	Iteration 93Q: 3 clusters Score -1696416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1696443.250000 Penalty: 3131.211426
	Iteration 94Q: 3 clusters Score -1696443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1696457.500000 Penalty: 3131.211426
	Iteration 95Q: 3 clusters Score -1696458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1696467.750000 Penalty: 3131.211426
	Iteration 96Q: 3 clusters Score -1696468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1696473.125000 Penalty: 3131.211426
	Iteration 97Q: 3 clusters Score -1696473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1696483.750000 Penalty: 3131.211426
	Iteration 98Q: 3 clusters Score -1696484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1696489.000000 Penalty: 3131.211426
	Iteration 99Q: 3 clusters Score -1696489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1696500.125000 Penalty: 3131.211426
	Iteration 100F: 3 clusters Score -1696500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1696507.125000 Penalty: 3131.211426
	Iteration 101Q: 3 clusters Score -1696507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1696511.375000 Penalty: 3131.211426
	Iteration 102Q: 3 clusters Score -1696511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1696515.875000 Penalty: 3131.211426
	Iteration 103Q: 3 clusters Score -1696516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1696517.750000 Penalty: 3131.211426
	Iteration 104Q: 3 clusters Score -1696518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1696517.750000 Penalty: 3131.211426
	Iteration 105F: 3 clusters Score -1696518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -54983.503906 Penalty: 1016.247192
	Iteration 0F: 2 clusters Score -54983.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53867.363281 Penalty: 2032.494385
	Iteration 0F: 3 clusters Score -53867.36 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54030.273438 Penalty: 2032.494385
	Iteration 1F: 3 clusters Score -54030.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54075.660156 Penalty: 2032.494385
	Iteration 2F: 3 clusters Score -54075.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54101.453125 Penalty: 2032.494385
	Iteration 3Q: 3 clusters Score -54101.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54118.550781 Penalty: 2032.494385
	Iteration 4Q: 3 clusters Score -54118.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54126.730469 Penalty: 2032.494385
	Iteration 5Q: 3 clusters Score -54126.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54131.394531 Penalty: 2032.494385
	Iteration 6Q: 3 clusters Score -54131.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54131.394531 Penalty: 2032.494385
	Iteration 7F: 3 clusters Score -54131.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Entering Unmasked Estep 
Score: -4268034.500000 Penalty: 1716.222656
	Iteration 0F: 2 clusters Score -4268034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -4242075.500000 Penalty: 3432.445312
	Iteration 0F: 3 clusters Score -4242076 nChanged 17916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4252148.000000 Penalty: 3432.445312
	Iteration 1F: 3 clusters Score -4252148 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -4252776.500000 Penalty: 3432.445312
	Iteration 2Q: 3 clusters Score -4252776 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4253606.500000 Penalty: 3432.445312
	Iteration 3Q: 3 clusters Score -4253606 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4254694.500000 Penalty: 3432.445312
	Iteration 4Q: 3 clusters Score -4254694 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -4256066.000000 Penalty: 3432.445312
	Iteration 5F: 3 clusters Score -4256066 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -4257550.500000 Penalty: 3432.445312
	Iteration 6F: 3 clusters Score -4257550 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -4259019.500000 Penalty: 3432.445312
	Iteration 7F: 3 clusters Score -4259020 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4260191.500000 Penalty: 3432.445312
	Iteration 8F: 3 clusters Score -4260192 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -4260963.000000 Penalty: 3432.445312
	Iteration 9Q: 3 clusters Score -4260963 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -4261467.000000 Penalty: 3432.445312
	Iteration 10Q: 3 clusters Score -4261467 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -4261815.000000 Penalty: 3432.445312
	Iteration 11Q: 3 clusters Score -4261815 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4262129.000000 Penalty: 3432.445312
	Iteration 12Q: 3 clusters Score -4262129 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -4262408.000000 Penalty: 3432.445312
	Iteration 13Q: 3 clusters Score -4262408 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -4262697.000000 Penalty: 3432.445312
	Iteration 14Q: 3 clusters Score -4262697 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -4262939.000000 Penalty: 3432.445312
	Iteration 15Q: 3 clusters Score -4262939 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -4263204.500000 Penalty: 3432.445312
	Iteration 16Q: 3 clusters Score -4263204 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -4263464.000000 Penalty: 3432.445312
	Iteration 17Q: 3 clusters Score -4263464 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -4263701.000000 Penalty: 3432.445312
	Iteration 18Q: 3 clusters Score -4263701 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -4263933.500000 Penalty: 3432.445312
	Iteration 19Q: 3 clusters Score -4263934 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -4264150.500000 Penalty: 3432.445312
	Iteration 20F: 3 clusters Score -4264150 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -4264393.500000 Penalty: 3432.445312
	Iteration 21Q: 3 clusters Score -4264394 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -4264624.500000 Penalty: 3432.445312
	Iteration 22Q: 3 clusters Score -4264624 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -4264854.500000 Penalty: 3432.445312
	Iteration 23Q: 3 clusters Score -4264854 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -4265096.500000 Penalty: 3432.445312
	Iteration 24Q: 3 clusters Score -4265096 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4265310.500000 Penalty: 3432.445312
	Iteration 25Q: 3 clusters Score -4265310 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -4265498.000000 Penalty: 3432.445312
	Iteration 26Q: 3 clusters Score -4265498 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -4265668.000000 Penalty: 3432.445312
	Iteration 27Q: 3 clusters Score -4265668 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4265810.000000 Penalty: 3432.445312
	Iteration 28Q: 3 clusters Score -4265810 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4265956.000000 Penalty: 3432.445312
	Iteration 29Q: 3 clusters Score -4265956 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4266075.500000 Penalty: 3432.445312
	Iteration 30Q: 3 clusters Score -4266076 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4266171.500000 Penalty: 3432.445312
	Iteration 31Q: 3 clusters Score -4266172 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4266272.500000 Penalty: 3432.445312
	Iteration 32Q: 3 clusters Score -4266272 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4266364.500000 Penalty: 3432.445312
	Iteration 33Q: 3 clusters Score -4266364 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4266437.000000 Penalty: 3432.445312
	Iteration 34Q: 3 clusters Score -4266437 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4266495.500000 Penalty: 3432.445312
	Iteration 35Q: 3 clusters Score -4266496 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4266545.500000 Penalty: 3432.445312
	Iteration 36Q: 3 clusters Score -4266546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4266592.000000 Penalty: 3432.445312
	Iteration 37Q: 3 clusters Score -4266592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4266631.500000 Penalty: 3432.445312
	Iteration 38Q: 3 clusters Score -4266632 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4266690.000000 Penalty: 3432.445312
	Iteration 39Q: 3 clusters Score -4266690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4266738.000000 Penalty: 3432.445312
	Iteration 40F: 3 clusters Score -4266738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4266785.000000 Penalty: 3432.445312
	Iteration 41Q: 3 clusters Score -4266785 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4266821.000000 Penalty: 3432.445312
	Iteration 42Q: 3 clusters Score -4266821 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4266859.500000 Penalty: 3432.445312
	Iteration 43Q: 3 clusters Score -4266860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4266880.000000 Penalty: 3432.445312
	Iteration 44Q: 3 clusters Score -4266880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4266901.000000 Penalty: 3432.445312
	Iteration 45Q: 3 clusters Score -4266901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4266921.000000 Penalty: 3432.445312
	Iteration 46Q: 3 clusters Score -4266921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4266940.500000 Penalty: 3432.445312
	Iteration 47Q: 3 clusters Score -4266940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4266956.500000 Penalty: 3432.445312
	Iteration 48Q: 3 clusters Score -4266956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4266960.000000 Penalty: 3432.445312
	Iteration 49Q: 3 clusters Score -4266960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4266977.500000 Penalty: 3432.445312
	Iteration 50Q: 3 clusters Score -4266978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4266992.000000 Penalty: 3432.445312
	Iteration 51Q: 3 clusters Score -4266992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4266993.500000 Penalty: 3432.445312
	Iteration 52Q: 3 clusters Score -4266994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4266999.000000 Penalty: 3432.445312
	Iteration 53Q: 3 clusters Score -4266999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4267008.000000 Penalty: 3432.445312
	Iteration 54Q: 3 clusters Score -4267008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4267012.000000 Penalty: 3432.445312
	Iteration 55Q: 3 clusters Score -4267012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4267017.000000 Penalty: 3432.445312
	Iteration 56Q: 3 clusters Score -4267017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4267017.000000 Penalty: 3432.445312
	Iteration 57Q: 3 clusters Score -4267017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4267017.500000 Penalty: 3432.445312
	Iteration 58Q: 3 clusters Score -4267018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4267017.500000 Penalty: 3432.445312
	Iteration 59Q: 3 clusters Score -4267018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4267015.000000 Penalty: 3432.445312
	Iteration 60F: 3 clusters Score -4267015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4267016.500000 Penalty: 3432.445312
	Iteration 61Q: 3 clusters Score -4267016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4267027.000000 Penalty: 3432.445312
	Iteration 62Q: 3 clusters Score -4267027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4267022.000000 Penalty: 3432.445312
	Iteration 63Q: 3 clusters Score -4267022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4267026.000000 Penalty: 3432.445312
	Iteration 64Q: 3 clusters Score -4267026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4267032.000000 Penalty: 3432.445312
	Iteration 65Q: 3 clusters Score -4267032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4267029.500000 Penalty: 3432.445312
	Iteration 66Q: 3 clusters Score -4267030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4267033.500000 Penalty: 3432.445312
	Iteration 67Q: 3 clusters Score -4267034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4267032.000000 Penalty: 3432.445312
	Iteration 68Q: 3 clusters Score -4267032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4267036.000000 Penalty: 3432.445312
	Iteration 69Q: 3 clusters Score -4267036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4267036.000000 Penalty: 3432.445312
	Iteration 70F: 3 clusters Score -4267036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -261892.921875 Penalty: 1268.654297
	Iteration 0F: 2 clusters Score -261892.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -259565.609375 Penalty: 2537.308594
	Iteration 0F: 3 clusters Score -259565.6 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -260141.687500 Penalty: 2537.308594
	Iteration 1F: 3 clusters Score -260141.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -260305.546875 Penalty: 2537.308594
	Iteration 2F: 3 clusters Score -260305.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -260409.953125 Penalty: 2537.308594
	Iteration 3F: 3 clusters Score -260410 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -260479.187500 Penalty: 2537.308594
	Iteration 4Q: 3 clusters Score -260479.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -260518.890625 Penalty: 2537.308594
	Iteration 5Q: 3 clusters Score -260518.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -260549.453125 Penalty: 2537.308594
	Iteration 6Q: 3 clusters Score -260549.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -260579.281250 Penalty: 2537.308594
	Iteration 7Q: 3 clusters Score -260579.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -260600.046875 Penalty: 2537.308594
	Iteration 8Q: 3 clusters Score -260600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -260621.890625 Penalty: 2537.308594
	Iteration 9Q: 3 clusters Score -260621.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -260639.906250 Penalty: 2537.308594
	Iteration 10Q: 3 clusters Score -260639.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -260658.703125 Penalty: 2537.308594
	Iteration 11Q: 3 clusters Score -260658.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -260674.062500 Penalty: 2537.308594
	Iteration 12Q: 3 clusters Score -260674.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -260690.609375 Penalty: 2537.308594
	Iteration 13Q: 3 clusters Score -260690.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -260704.828125 Penalty: 2537.308594
	Iteration 14Q: 3 clusters Score -260704.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -260715.718750 Penalty: 2537.308594
	Iteration 15Q: 3 clusters Score -260715.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -260729.125000 Penalty: 2537.308594
	Iteration 16Q: 3 clusters Score -260729.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -260744.125000 Penalty: 2537.308594
	Iteration 17Q: 3 clusters Score -260744.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -260760.531250 Penalty: 2537.308594
	Iteration 18Q: 3 clusters Score -260760.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -260786.250000 Penalty: 2537.308594
	Iteration 19Q: 3 clusters Score -260786.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -260807.515625 Penalty: 2537.308594
	Iteration 20F: 3 clusters Score -260807.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -260833.359375 Penalty: 2537.308594
	Iteration 21Q: 3 clusters Score -260833.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -260869.406250 Penalty: 2537.308594
	Iteration 22Q: 3 clusters Score -260869.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -260898.703125 Penalty: 2537.308594
	Iteration 23Q: 3 clusters Score -260898.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -260926.578125 Penalty: 2537.308594
	Iteration 24Q: 3 clusters Score -260926.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -260957.578125 Penalty: 2537.308594
	Iteration 25Q: 3 clusters Score -260957.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -260987.390625 Penalty: 2537.308594
	Iteration 26Q: 3 clusters Score -260987.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -261023.109375 Penalty: 2537.308594
	Iteration 27Q: 3 clusters Score -261023.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -261073.781250 Penalty: 2537.308594
	Iteration 28Q: 3 clusters Score -261073.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -261117.359375 Penalty: 2537.308594
	Iteration 29Q: 3 clusters Score -261117.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -261149.906250 Penalty: 2537.308594
	Iteration 30Q: 3 clusters Score -261149.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -261180.468750 Penalty: 2537.308594
	Iteration 31Q: 3 clusters Score -261180.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -261203.843750 Penalty: 2537.308594
	Iteration 32Q: 3 clusters Score -261203.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -261221.843750 Penalty: 2537.308594
	Iteration 33Q: 3 clusters Score -261221.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -261235.890625 Penalty: 2537.308594
	Iteration 34Q: 3 clusters Score -261235.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -261247.531250 Penalty: 2537.308594
	Iteration 35Q: 3 clusters Score -261247.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -261254.765625 Penalty: 2537.308594
	Iteration 36Q: 3 clusters Score -261254.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -261258.031250 Penalty: 2537.308594
	Iteration 37Q: 3 clusters Score -261258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -261264.562500 Penalty: 2537.308594
	Iteration 38Q: 3 clusters Score -261264.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -261270.093750 Penalty: 2537.308594
	Iteration 39Q: 3 clusters Score -261270.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -261275.406250 Penalty: 2537.308594
	Iteration 40F: 3 clusters Score -261275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -261279.906250 Penalty: 2537.308594
	Iteration 41Q: 3 clusters Score -261279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -261282.250000 Penalty: 2537.308594
	Iteration 42Q: 3 clusters Score -261282.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -261284.015625 Penalty: 2537.308594
	Iteration 43Q: 3 clusters Score -261284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -261285.734375 Penalty: 2537.308594
	Iteration 44Q: 3 clusters Score -261285.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -261287.546875 Penalty: 2537.308594
	Iteration 45Q: 3 clusters Score -261287.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -261288.859375 Penalty: 2537.308594
	Iteration 46Q: 3 clusters Score -261288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -261292.468750 Penalty: 2537.308594
	Iteration 47Q: 3 clusters Score -261292.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -261296.109375 Penalty: 2537.308594
	Iteration 48Q: 3 clusters Score -261296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -261298.890625 Penalty: 2537.308594
	Iteration 49Q: 3 clusters Score -261298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -261300.078125 Penalty: 2537.308594
	Iteration 50Q: 3 clusters Score -261300.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -261301.281250 Penalty: 2537.308594
	Iteration 51Q: 3 clusters Score -261301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -261302.187500 Penalty: 2537.308594
	Iteration 52Q: 3 clusters Score -261302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -261303.859375 Penalty: 2537.308594
	Iteration 53Q: 3 clusters Score -261303.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -261305.562500 Penalty: 2537.308594
	Iteration 54Q: 3 clusters Score -261305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -261307.125000 Penalty: 2537.308594
	Iteration 55Q: 3 clusters Score -261307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -261309.906250 Penalty: 2537.308594
	Iteration 56Q: 3 clusters Score -261309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -261310.453125 Penalty: 2537.308594
	Iteration 57Q: 3 clusters Score -261310.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -261310.453125 Penalty: 2537.308594
	Iteration 58F: 3 clusters Score -261310.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -52834.808594 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -52834.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51780.074219 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -51780.07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51933.566406 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -51933.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -52003.285156 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -52003.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52037.210938 Penalty: 2013.844360
	Iteration 3Q: 3 clusters Score -52037.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52054.832031 Penalty: 2013.844360
	Iteration 4Q: 3 clusters Score -52054.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52067.281250 Penalty: 2013.844360
	Iteration 5Q: 3 clusters Score -52067.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52067.996094 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -52068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52069.933594 Penalty: 2013.844360
	Iteration 7Q: 3 clusters Score -52069.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52069.933594 Penalty: 2013.844360
	Iteration 8F: 3 clusters Score -52069.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Entering Unmasked Estep 
Score: -419229.656250 Penalty: 1335.246094
	Iteration 0F: 2 clusters Score -419229.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -416084.750000 Penalty: 2670.492188
	Iteration 0F: 3 clusters Score -416084.8 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -416881.718750 Penalty: 2670.492188
	Iteration 1F: 3 clusters Score -416881.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -417026.687500 Penalty: 2670.492188
	Iteration 2F: 3 clusters Score -417026.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -417160.093750 Penalty: 2670.492188
	Iteration 3F: 3 clusters Score -417160.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -417256.187500 Penalty: 2670.492188
	Iteration 4Q: 3 clusters Score -417256.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -417364.000000 Penalty: 2670.492188
	Iteration 5Q: 3 clusters Score -417364 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -417463.593750 Penalty: 2670.492188
	Iteration 6Q: 3 clusters Score -417463.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -417537.218750 Penalty: 2670.492188
	Iteration 7Q: 3 clusters Score -417537.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -417584.000000 Penalty: 2670.492188
	Iteration 8Q: 3 clusters Score -417584 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -417622.781250 Penalty: 2670.492188
	Iteration 9Q: 3 clusters Score -417622.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -417656.500000 Penalty: 2670.492188
	Iteration 10Q: 3 clusters Score -417656.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -417678.281250 Penalty: 2670.492188
	Iteration 11Q: 3 clusters Score -417678.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -417708.250000 Penalty: 2670.492188
	Iteration 12Q: 3 clusters Score -417708.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -417737.687500 Penalty: 2670.492188
	Iteration 13Q: 3 clusters Score -417737.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -417763.156250 Penalty: 2670.492188
	Iteration 14Q: 3 clusters Score -417763.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -417787.187500 Penalty: 2670.492188
	Iteration 15Q: 3 clusters Score -417787.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -417818.218750 Penalty: 2670.492188
	Iteration 16Q: 3 clusters Score -417818.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -417836.250000 Penalty: 2670.492188
	Iteration 17Q: 3 clusters Score -417836.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -417848.406250 Penalty: 2670.492188
	Iteration 18Q: 3 clusters Score -417848.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -417858.375000 Penalty: 2670.492188
	Iteration 19Q: 3 clusters Score -417858.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -417866.843750 Penalty: 2670.492188
	Iteration 20F: 3 clusters Score -417866.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -417877.312500 Penalty: 2670.492188
	Iteration 21Q: 3 clusters Score -417877.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -417886.187500 Penalty: 2670.492188
	Iteration 22Q: 3 clusters Score -417886.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -417896.437500 Penalty: 2670.492188
	Iteration 23Q: 3 clusters Score -417896.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -417903.500000 Penalty: 2670.492188
	Iteration 24Q: 3 clusters Score -417903.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -417909.968750 Penalty: 2670.492188
	Iteration 25Q: 3 clusters Score -417910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -417912.812500 Penalty: 2670.492188
	Iteration 26Q: 3 clusters Score -417912.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -417916.312500 Penalty: 2670.492188
	Iteration 27Q: 3 clusters Score -417916.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -417920.125000 Penalty: 2670.492188
	Iteration 28Q: 3 clusters Score -417920.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -417922.625000 Penalty: 2670.492188
	Iteration 29Q: 3 clusters Score -417922.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -417926.125000 Penalty: 2670.492188
	Iteration 30Q: 3 clusters Score -417926.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -417928.125000 Penalty: 2670.492188
	Iteration 31Q: 3 clusters Score -417928.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -417930.906250 Penalty: 2670.492188
	Iteration 32Q: 3 clusters Score -417930.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -417936.593750 Penalty: 2670.492188
	Iteration 33Q: 3 clusters Score -417936.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -417938.718750 Penalty: 2670.492188
	Iteration 34Q: 3 clusters Score -417938.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -417941.187500 Penalty: 2670.492188
	Iteration 35Q: 3 clusters Score -417941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -417942.250000 Penalty: 2670.492188
	Iteration 36Q: 3 clusters Score -417942.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -417944.906250 Penalty: 2670.492188
	Iteration 37Q: 3 clusters Score -417944.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -417946.406250 Penalty: 2670.492188
	Iteration 38Q: 3 clusters Score -417946.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -417947.656250 Penalty: 2670.492188
	Iteration 39Q: 3 clusters Score -417947.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -417948.687500 Penalty: 2670.492188
	Iteration 40F: 3 clusters Score -417948.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -417949.906250 Penalty: 2670.492188
	Iteration 41Q: 3 clusters Score -417949.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -417950.937500 Penalty: 2670.492188
	Iteration 42Q: 3 clusters Score -417950.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -417951.250000 Penalty: 2670.492188
	Iteration 43Q: 3 clusters Score -417951.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -417951.250000 Penalty: 2670.492188
	Iteration 44F: 3 clusters Score -417951.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Entering Unmasked Estep 
Score: -1143054.125000 Penalty: 1494.882935
	Iteration 0F: 2 clusters Score -1143054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1135967.500000 Penalty: 2989.765869
	Iteration 0F: 3 clusters Score -1135968 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1138228.500000 Penalty: 2989.765869
	Iteration 1F: 3 clusters Score -1138228 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1138451.750000 Penalty: 2989.765869
	Iteration 2F: 3 clusters Score -1138452 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1138689.000000 Penalty: 2989.765869
	Iteration 3F: 3 clusters Score -1138689 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1138946.000000 Penalty: 2989.765869
	Iteration 4F: 3 clusters Score -1138946 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1139234.750000 Penalty: 2989.765869
	Iteration 5F: 3 clusters Score -1139235 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1139568.500000 Penalty: 2989.765869
	Iteration 6F: 3 clusters Score -1139568 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1139986.000000 Penalty: 2989.765869
	Iteration 7F: 3 clusters Score -1139986 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1140389.250000 Penalty: 2989.765869
	Iteration 8F: 3 clusters Score -1140389 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1140777.750000 Penalty: 2989.765869
	Iteration 9Q: 3 clusters Score -1140778 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1141081.000000 Penalty: 2989.765869
	Iteration 10Q: 3 clusters Score -1141081 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1141279.375000 Penalty: 2989.765869
	Iteration 11Q: 3 clusters Score -1141279 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1141407.000000 Penalty: 2989.765869
	Iteration 12Q: 3 clusters Score -1141407 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1141500.500000 Penalty: 2989.765869
	Iteration 13Q: 3 clusters Score -1141500 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1141563.750000 Penalty: 2989.765869
	Iteration 14Q: 3 clusters Score -1141564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1141608.375000 Penalty: 2989.765869
	Iteration 15Q: 3 clusters Score -1141608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1141645.000000 Penalty: 2989.765869
	Iteration 16Q: 3 clusters Score -1141645 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1141673.875000 Penalty: 2989.765869
	Iteration 17Q: 3 clusters Score -1141674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1141700.875000 Penalty: 2989.765869
	Iteration 18Q: 3 clusters Score -1141701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1141711.625000 Penalty: 2989.765869
	Iteration 19Q: 3 clusters Score -1141712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1141724.000000 Penalty: 2989.765869
	Iteration 20F: 3 clusters Score -1141724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1141730.500000 Penalty: 2989.765869
	Iteration 21Q: 3 clusters Score -1141730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1141736.750000 Penalty: 2989.765869
	Iteration 22Q: 3 clusters Score -1141737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1141739.875000 Penalty: 2989.765869
	Iteration 23Q: 3 clusters Score -1141740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1141743.000000 Penalty: 2989.765869
	Iteration 24Q: 3 clusters Score -1141743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1141742.500000 Penalty: 2989.765869
	Iteration 25Q: 3 clusters Score -1141742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1141745.875000 Penalty: 2989.765869
	Iteration 26Q: 3 clusters Score -1141746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1141747.500000 Penalty: 2989.765869
	Iteration 27Q: 3 clusters Score -1141748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1141749.000000 Penalty: 2989.765869
	Iteration 28Q: 3 clusters Score -1141749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1141750.375000 Penalty: 2989.765869
	Iteration 29Q: 3 clusters Score -1141750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1141751.125000 Penalty: 2989.765869
	Iteration 30Q: 3 clusters Score -1141751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1141752.250000 Penalty: 2989.765869
	Iteration 31Q: 3 clusters Score -1141752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1141750.875000 Penalty: 2989.765869
	Iteration 32Q: 3 clusters Score -1141751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1141752.375000 Penalty: 2989.765869
	Iteration 33Q: 3 clusters Score -1141752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1141752.500000 Penalty: 2989.765869
	Iteration 34Q: 3 clusters Score -1141752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1141754.125000 Penalty: 2989.765869
	Iteration 35Q: 3 clusters Score -1141754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1141754.125000 Penalty: 2989.765869
	Iteration 36F: 3 clusters Score -1141754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Entering Unmasked Estep 
Score: -2532182.000000 Penalty: 1624.619873
	Iteration 0F: 2 clusters Score -2532182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2517128.250000 Penalty: 3249.239746
	Iteration 0F: 3 clusters Score -2517128 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2522726.000000 Penalty: 3249.239746
	Iteration 1F: 3 clusters Score -2522726 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2523153.250000 Penalty: 3249.239746
	Iteration 2F: 3 clusters Score -2523153 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2523645.500000 Penalty: 3249.239746
	Iteration 3Q: 3 clusters Score -2523646 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2524357.750000 Penalty: 3249.239746
	Iteration 4F: 3 clusters Score -2524358 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2525278.750000 Penalty: 3249.239746
	Iteration 5F: 3 clusters Score -2525279 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2526510.250000 Penalty: 3249.239746
	Iteration 6F: 3 clusters Score -2526510 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2527908.750000 Penalty: 3249.239746
	Iteration 7F: 3 clusters Score -2527909 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2529034.250000 Penalty: 3249.239746
	Iteration 8F: 3 clusters Score -2529034 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2529784.750000 Penalty: 3249.239746
	Iteration 9Q: 3 clusters Score -2529785 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2530210.500000 Penalty: 3249.239746
	Iteration 10Q: 3 clusters Score -2530210 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2530441.750000 Penalty: 3249.239746
	Iteration 11Q: 3 clusters Score -2530442 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2530620.000000 Penalty: 3249.239746
	Iteration 12Q: 3 clusters Score -2530620 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2530762.250000 Penalty: 3249.239746
	Iteration 13Q: 3 clusters Score -2530762 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2530849.000000 Penalty: 3249.239746
	Iteration 14Q: 3 clusters Score -2530849 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2530899.000000 Penalty: 3249.239746
	Iteration 15Q: 3 clusters Score -2530899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2530933.250000 Penalty: 3249.239746
	Iteration 16Q: 3 clusters Score -2530933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2530956.250000 Penalty: 3249.239746
	Iteration 17Q: 3 clusters Score -2530956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2530965.000000 Penalty: 3249.239746
	Iteration 18Q: 3 clusters Score -2530965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2530977.250000 Penalty: 3249.239746
	Iteration 19Q: 3 clusters Score -2530977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2530989.750000 Penalty: 3249.239746
	Iteration 20F: 3 clusters Score -2530990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2530997.750000 Penalty: 3249.239746
	Iteration 21Q: 3 clusters Score -2530998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2531001.500000 Penalty: 3249.239746
	Iteration 22Q: 3 clusters Score -2531002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2530999.250000 Penalty: 3249.239746
	Iteration 23Q: 3 clusters Score -2530999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2531005.000000 Penalty: 3249.239746
	Iteration 24Q: 3 clusters Score -2531005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2531011.250000 Penalty: 3249.239746
	Iteration 25Q: 3 clusters Score -2531011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2531009.750000 Penalty: 3249.239746
	Iteration 26Q: 3 clusters Score -2531010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2531009.750000 Penalty: 3249.239746
	Iteration 27F: 3 clusters Score -2531010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Entering Unmasked Estep 
Score: -1547728.625000 Penalty: 1543.947754
	Iteration 0F: 2 clusters Score -1547729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1538272.125000 Penalty: 3087.895508
	Iteration 0F: 3 clusters Score -1538272 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1541524.125000 Penalty: 3087.895508
	Iteration 1F: 3 clusters Score -1541524 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1541814.000000 Penalty: 3087.895508
	Iteration 2F: 3 clusters Score -1541814 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1542081.750000 Penalty: 3087.895508
	Iteration 3Q: 3 clusters Score -1542082 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1542354.375000 Penalty: 3087.895508
	Iteration 4Q: 3 clusters Score -1542354 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1542629.750000 Penalty: 3087.895508
	Iteration 5Q: 3 clusters Score -1542630 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1542913.375000 Penalty: 3087.895508
	Iteration 6Q: 3 clusters Score -1542913 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1543221.500000 Penalty: 3087.895508
	Iteration 7Q: 3 clusters Score -1543222 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1543531.500000 Penalty: 3087.895508
	Iteration 8Q: 3 clusters Score -1543532 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1543853.000000 Penalty: 3087.895508
	Iteration 9Q: 3 clusters Score -1543853 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1544170.750000 Penalty: 3087.895508
	Iteration 10Q: 3 clusters Score -1544171 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1544450.750000 Penalty: 3087.895508
	Iteration 11Q: 3 clusters Score -1544451 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1544680.750000 Penalty: 3087.895508
	Iteration 12Q: 3 clusters Score -1544681 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1544836.875000 Penalty: 3087.895508
	Iteration 13Q: 3 clusters Score -1544837 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1544942.500000 Penalty: 3087.895508
	Iteration 14Q: 3 clusters Score -1544942 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1545029.000000 Penalty: 3087.895508
	Iteration 15Q: 3 clusters Score -1545029 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1545091.125000 Penalty: 3087.895508
	Iteration 16Q: 3 clusters Score -1545091 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1545146.250000 Penalty: 3087.895508
	Iteration 17Q: 3 clusters Score -1545146 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1545191.000000 Penalty: 3087.895508
	Iteration 18Q: 3 clusters Score -1545191 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1545242.625000 Penalty: 3087.895508
	Iteration 19Q: 3 clusters Score -1545243 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1545290.125000 Penalty: 3087.895508
	Iteration 20F: 3 clusters Score -1545290 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1545328.750000 Penalty: 3087.895508
	Iteration 21Q: 3 clusters Score -1545329 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1545374.375000 Penalty: 3087.895508
	Iteration 22Q: 3 clusters Score -1545374 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1545404.625000 Penalty: 3087.895508
	Iteration 23Q: 3 clusters Score -1545405 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1545428.750000 Penalty: 3087.895508
	Iteration 24Q: 3 clusters Score -1545429 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1545460.000000 Penalty: 3087.895508
	Iteration 25Q: 3 clusters Score -1545460 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1545483.750000 Penalty: 3087.895508
	Iteration 26Q: 3 clusters Score -1545484 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1545509.250000 Penalty: 3087.895508
	Iteration 27Q: 3 clusters Score -1545509 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1545521.250000 Penalty: 3087.895508
	Iteration 28Q: 3 clusters Score -1545521 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1545535.500000 Penalty: 3087.895508
	Iteration 29Q: 3 clusters Score -1545536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1545550.500000 Penalty: 3087.895508
	Iteration 30Q: 3 clusters Score -1545550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1545568.375000 Penalty: 3087.895508
	Iteration 31Q: 3 clusters Score -1545568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1545586.750000 Penalty: 3087.895508
	Iteration 32Q: 3 clusters Score -1545587 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1545610.750000 Penalty: 3087.895508
	Iteration 33Q: 3 clusters Score -1545611 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1545629.000000 Penalty: 3087.895508
	Iteration 34Q: 3 clusters Score -1545629 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1545648.500000 Penalty: 3087.895508
	Iteration 35Q: 3 clusters Score -1545648 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1545661.375000 Penalty: 3087.895508
	Iteration 36Q: 3 clusters Score -1545661 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1545679.875000 Penalty: 3087.895508
	Iteration 37Q: 3 clusters Score -1545680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1545699.250000 Penalty: 3087.895508
	Iteration 38Q: 3 clusters Score -1545699 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1545707.750000 Penalty: 3087.895508
	Iteration 39Q: 3 clusters Score -1545708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1545716.375000 Penalty: 3087.895508
	Iteration 40F: 3 clusters Score -1545716 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1545725.250000 Penalty: 3087.895508
	Iteration 41Q: 3 clusters Score -1545725 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1545746.875000 Penalty: 3087.895508
	Iteration 42Q: 3 clusters Score -1545747 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1545756.375000 Penalty: 3087.895508
	Iteration 43Q: 3 clusters Score -1545756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1545771.375000 Penalty: 3087.895508
	Iteration 44Q: 3 clusters Score -1545771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1545784.000000 Penalty: 3087.895508
	Iteration 45Q: 3 clusters Score -1545784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1545797.125000 Penalty: 3087.895508
	Iteration 46Q: 3 clusters Score -1545797 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1545810.500000 Penalty: 3087.895508
	Iteration 47Q: 3 clusters Score -1545810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1545817.250000 Penalty: 3087.895508
	Iteration 48Q: 3 clusters Score -1545817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1545819.750000 Penalty: 3087.895508
	Iteration 49Q: 3 clusters Score -1545820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1545828.125000 Penalty: 3087.895508
	Iteration 50Q: 3 clusters Score -1545828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1545839.250000 Penalty: 3087.895508
	Iteration 51Q: 3 clusters Score -1545839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1545853.000000 Penalty: 3087.895508
	Iteration 52Q: 3 clusters Score -1545853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1545865.375000 Penalty: 3087.895508
	Iteration 53Q: 3 clusters Score -1545865 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1545880.250000 Penalty: 3087.895508
	Iteration 54Q: 3 clusters Score -1545880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1545886.375000 Penalty: 3087.895508
	Iteration 55Q: 3 clusters Score -1545886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1545900.375000 Penalty: 3087.895508
	Iteration 56Q: 3 clusters Score -1545900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1545913.875000 Penalty: 3087.895508
	Iteration 57Q: 3 clusters Score -1545914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1545926.125000 Penalty: 3087.895508
	Iteration 58Q: 3 clusters Score -1545926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1545931.000000 Penalty: 3087.895508
	Iteration 59Q: 3 clusters Score -1545931 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1545939.875000 Penalty: 3087.895508
	Iteration 60F: 3 clusters Score -1545940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1545950.875000 Penalty: 3087.895508
	Iteration 61Q: 3 clusters Score -1545951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1545959.125000 Penalty: 3087.895508
	Iteration 62Q: 3 clusters Score -1545959 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1545976.375000 Penalty: 3087.895508
	Iteration 63Q: 3 clusters Score -1545976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1545991.500000 Penalty: 3087.895508
	Iteration 64Q: 3 clusters Score -1545992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1545997.000000 Penalty: 3087.895508
	Iteration 65Q: 3 clusters Score -1545997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1546005.500000 Penalty: 3087.895508
	Iteration 66Q: 3 clusters Score -1546006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1546015.500000 Penalty: 3087.895508
	Iteration 67Q: 3 clusters Score -1546016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1546022.125000 Penalty: 3087.895508
	Iteration 68Q: 3 clusters Score -1546022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1546035.500000 Penalty: 3087.895508
	Iteration 69Q: 3 clusters Score -1546036 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1546046.625000 Penalty: 3087.895508
	Iteration 70Q: 3 clusters Score -1546047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1546058.250000 Penalty: 3087.895508
	Iteration 71Q: 3 clusters Score -1546058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1546069.125000 Penalty: 3087.895508
	Iteration 72Q: 3 clusters Score -1546069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1546086.875000 Penalty: 3087.895508
	Iteration 73Q: 3 clusters Score -1546087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1546095.875000 Penalty: 3087.895508
	Iteration 74Q: 3 clusters Score -1546096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1546111.375000 Penalty: 3087.895508
	Iteration 75Q: 3 clusters Score -1546111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1546122.250000 Penalty: 3087.895508
	Iteration 76Q: 3 clusters Score -1546122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1546135.250000 Penalty: 3087.895508
	Iteration 77Q: 3 clusters Score -1546135 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1546155.500000 Penalty: 3087.895508
	Iteration 78Q: 3 clusters Score -1546156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1546176.500000 Penalty: 3087.895508
	Iteration 79Q: 3 clusters Score -1546176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1546196.500000 Penalty: 3087.895508
	Iteration 80F: 3 clusters Score -1546196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1546211.875000 Penalty: 3087.895508
	Iteration 81Q: 3 clusters Score -1546212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1546235.875000 Penalty: 3087.895508
	Iteration 82Q: 3 clusters Score -1546236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1546249.750000 Penalty: 3087.895508
	Iteration 83Q: 3 clusters Score -1546250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1546268.125000 Penalty: 3087.895508
	Iteration 84Q: 3 clusters Score -1546268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1546285.250000 Penalty: 3087.895508
	Iteration 85Q: 3 clusters Score -1546285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1546297.000000 Penalty: 3087.895508
	Iteration 86Q: 3 clusters Score -1546297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1546317.500000 Penalty: 3087.895508
	Iteration 87Q: 3 clusters Score -1546318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1546333.625000 Penalty: 3087.895508
	Iteration 88Q: 3 clusters Score -1546334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1546347.875000 Penalty: 3087.895508
	Iteration 89Q: 3 clusters Score -1546348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1546358.500000 Penalty: 3087.895508
	Iteration 90Q: 3 clusters Score -1546358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1546363.375000 Penalty: 3087.895508
	Iteration 91Q: 3 clusters Score -1546363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1546370.750000 Penalty: 3087.895508
	Iteration 92Q: 3 clusters Score -1546371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1546377.750000 Penalty: 3087.895508
	Iteration 93Q: 3 clusters Score -1546378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1546390.625000 Penalty: 3087.895508
	Iteration 94Q: 3 clusters Score -1546391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1546397.750000 Penalty: 3087.895508
	Iteration 95Q: 3 clusters Score -1546398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1546407.000000 Penalty: 3087.895508
	Iteration 96Q: 3 clusters Score -1546407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1546413.500000 Penalty: 3087.895508
	Iteration 97Q: 3 clusters Score -1546414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1546417.250000 Penalty: 3087.895508
	Iteration 98Q: 3 clusters Score -1546417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1546418.250000 Penalty: 3087.895508
	Iteration 99Q: 3 clusters Score -1546418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1546421.125000 Penalty: 3087.895508
	Iteration 100F: 3 clusters Score -1546421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1546423.750000 Penalty: 3087.895508
	Iteration 101Q: 3 clusters Score -1546424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1546424.125000 Penalty: 3087.895508
	Iteration 102Q: 3 clusters Score -1546424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1546424.500000 Penalty: 3087.895508
	Iteration 103Q: 3 clusters Score -1546424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1546425.250000 Penalty: 3087.895508
	Iteration 104Q: 3 clusters Score -1546425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1546426.875000 Penalty: 3087.895508
	Iteration 105Q: 3 clusters Score -1546427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1546427.625000 Penalty: 3087.895508
	Iteration 106Q: 3 clusters Score -1546428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1546427.875000 Penalty: 3087.895508
	Iteration 107Q: 3 clusters Score -1546428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1546428.250000 Penalty: 3087.895508
	Iteration 108Q: 3 clusters Score -1546428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1546429.625000 Penalty: 3087.895508
	Iteration 109Q: 3 clusters Score -1546430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1546431.625000 Penalty: 3087.895508
	Iteration 110Q: 3 clusters Score -1546432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1546430.000000 Penalty: 3087.895508
	Iteration 111Q: 3 clusters Score -1546430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1546430.000000 Penalty: 3087.895508
	Iteration 112F: 3 clusters Score -1546430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Entering Unmasked Estep 
Score: -185465.750000 Penalty: 1196.738892
	Iteration 0F: 2 clusters Score -185465.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -183645.171875 Penalty: 2393.477783
	Iteration 0F: 3 clusters Score -183645.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -183999.984375 Penalty: 2393.477783
	Iteration 1F: 3 clusters Score -184000 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -184089.546875 Penalty: 2393.477783
	Iteration 2F: 3 clusters Score -184089.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -184133.109375 Penalty: 2393.477783
	Iteration 3Q: 3 clusters Score -184133.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -184170.734375 Penalty: 2393.477783
	Iteration 4Q: 3 clusters Score -184170.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -184200.234375 Penalty: 2393.477783
	Iteration 5Q: 3 clusters Score -184200.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -184242.078125 Penalty: 2393.477783
	Iteration 6Q: 3 clusters Score -184242.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -184273.750000 Penalty: 2393.477783
	Iteration 7Q: 3 clusters Score -184273.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -184289.312500 Penalty: 2393.477783
	Iteration 8Q: 3 clusters Score -184289.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -184299.531250 Penalty: 2393.477783
	Iteration 9Q: 3 clusters Score -184299.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -184308.500000 Penalty: 2393.477783
	Iteration 10Q: 3 clusters Score -184308.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -184312.984375 Penalty: 2393.477783
	Iteration 11Q: 3 clusters Score -184313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -184317.421875 Penalty: 2393.477783
	Iteration 12Q: 3 clusters Score -184317.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -184319.359375 Penalty: 2393.477783
	Iteration 13Q: 3 clusters Score -184319.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -184321.046875 Penalty: 2393.477783
	Iteration 14Q: 3 clusters Score -184321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -184323.515625 Penalty: 2393.477783
	Iteration 15Q: 3 clusters Score -184323.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -184325.328125 Penalty: 2393.477783
	Iteration 16Q: 3 clusters Score -184325.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -184327.625000 Penalty: 2393.477783
	Iteration 17Q: 3 clusters Score -184327.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -184328.671875 Penalty: 2393.477783
	Iteration 18Q: 3 clusters Score -184328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -184329.187500 Penalty: 2393.477783
	Iteration 19Q: 3 clusters Score -184329.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -184329.187500 Penalty: 2393.477783
	Iteration 20F: 3 clusters Score -184329.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Entering Unmasked Estep 
Score: -844087.937500 Penalty: 1446.117554
	Iteration 0F: 2 clusters Score -844087.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -838668.000000 Penalty: 2892.235107
	Iteration 0F: 3 clusters Score -838668 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -840203.562500 Penalty: 2892.235107
	Iteration 1F: 3 clusters Score -840203.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -840386.562500 Penalty: 2892.235107
	Iteration 2F: 3 clusters Score -840386.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -840550.125000 Penalty: 2892.235107
	Iteration 3Q: 3 clusters Score -840550.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -840785.875000 Penalty: 2892.235107
	Iteration 4Q: 3 clusters Score -840785.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -841102.687500 Penalty: 2892.235107
	Iteration 5Q: 3 clusters Score -841102.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -841438.562500 Penalty: 2892.235107
	Iteration 6F: 3 clusters Score -841438.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -841798.312500 Penalty: 2892.235107
	Iteration 7F: 3 clusters Score -841798.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -842134.375000 Penalty: 2892.235107
	Iteration 8F: 3 clusters Score -842134.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -842450.187500 Penalty: 2892.235107
	Iteration 9F: 3 clusters Score -842450.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -842775.687500 Penalty: 2892.235107
	Iteration 10F: 3 clusters Score -842775.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -843042.250000 Penalty: 2892.235107
	Iteration 11Q: 3 clusters Score -843042.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -843244.500000 Penalty: 2892.235107
	Iteration 12Q: 3 clusters Score -843244.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -843374.250000 Penalty: 2892.235107
	Iteration 13Q: 3 clusters Score -843374.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -843439.812500 Penalty: 2892.235107
	Iteration 14Q: 3 clusters Score -843439.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -843486.125000 Penalty: 2892.235107
	Iteration 15Q: 3 clusters Score -843486.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -843516.312500 Penalty: 2892.235107
	Iteration 16Q: 3 clusters Score -843516.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -843533.375000 Penalty: 2892.235107
	Iteration 17Q: 3 clusters Score -843533.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -843543.437500 Penalty: 2892.235107
	Iteration 18Q: 3 clusters Score -843543.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -843545.062500 Penalty: 2892.235107
	Iteration 19Q: 3 clusters Score -843545.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -843547.375000 Penalty: 2892.235107
	Iteration 20F: 3 clusters Score -843547.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -843550.875000 Penalty: 2892.235107
	Iteration 21Q: 3 clusters Score -843550.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -843556.812500 Penalty: 2892.235107
	Iteration 22Q: 3 clusters Score -843556.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -843557.812500 Penalty: 2892.235107
	Iteration 23Q: 3 clusters Score -843557.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -843557.937500 Penalty: 2892.235107
	Iteration 24Q: 3 clusters Score -843557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -843559.187500 Penalty: 2892.235107
	Iteration 25Q: 3 clusters Score -843559.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -843559.250000 Penalty: 2892.235107
	Iteration 26Q: 3 clusters Score -843559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -843559.062500 Penalty: 2892.235107
	Iteration 27Q: 3 clusters Score -843559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -843558.750000 Penalty: 2892.235107
	Iteration 28Q: 3 clusters Score -843558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -843559.125000 Penalty: 2892.235107
	Iteration 29Q: 3 clusters Score -843559.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -843559.125000 Penalty: 2892.235107
	Iteration 30F: 3 clusters Score -843559.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (89702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89702 members 
Entering Unmasked Estep 
Score: -10455436.000000 Penalty: 1853.190308
	Iteration 0F: 2 clusters Score -1.045544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -10397165.000000 Penalty: 3706.380615
	Iteration 0F: 3 clusters Score -1.039716e+07 nChanged 42704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -10421521.000000 Penalty: 3706.380615
	Iteration 1F: 3 clusters Score -1.042152e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -10422038.000000 Penalty: 3706.380615
	Iteration 2Q: 3 clusters Score -1.042204e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -10422610.000000 Penalty: 3706.380615
	Iteration 3Q: 3 clusters Score -1.042261e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -10423426.000000 Penalty: 3706.380615
	Iteration 4Q: 3 clusters Score -1.042343e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -10424735.000000 Penalty: 3706.380615
	Iteration 5Q: 3 clusters Score -1.042474e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -10426896.000000 Penalty: 3706.380615
	Iteration 6Q: 3 clusters Score -1.04269e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -10430878.000000 Penalty: 3706.380615
	Iteration 7F: 3 clusters Score -1.043088e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -10437436.000000 Penalty: 3706.380615
	Iteration 8F: 3 clusters Score -1.043744e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -10445185.000000 Penalty: 3706.380615
	Iteration 9F: 3 clusters Score -1.044518e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -10450091.000000 Penalty: 3706.380615
	Iteration 10F: 3 clusters Score -1.045009e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -10452332.000000 Penalty: 3706.380615
	Iteration 11Q: 3 clusters Score -1.045233e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
Score: -10453501.000000 Penalty: 3706.380615
	Iteration 12Q: 3 clusters Score -1.04535e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -10454173.000000 Penalty: 3706.380615
	Iteration 13Q: 3 clusters Score -1.045417e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -10454507.000000 Penalty: 3706.380615
	Iteration 14Q: 3 clusters Score -1.045451e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -10454705.000000 Penalty: 3706.380615
	Iteration 15Q: 3 clusters Score -1.04547e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -10454787.000000 Penalty: 3706.380615
	Iteration 16Q: 3 clusters Score -1.045479e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -10454855.000000 Penalty: 3706.380615
	Iteration 17Q: 3 clusters Score -1.045486e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -10454908.000000 Penalty: 3706.380615
	Iteration 18Q: 3 clusters Score -1.045491e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -10454926.000000 Penalty: 3706.380615
	Iteration 19Q: 3 clusters Score -1.045493e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -10454912.000000 Penalty: 3706.380615
	Iteration 20F: 3 clusters Score -1.045491e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 58918 members 
Entering Unmasked Estep 
Score: -10454904.000000 Penalty: 3706.380615
	Iteration 21Q: 3 clusters Score -1.04549e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -10454908.000000 Penalty: 3706.380615
	Iteration 22Q: 3 clusters Score -1.045491e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -10454906.000000 Penalty: 3706.380615
	Iteration 23Q: 3 clusters Score -1.045491e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -10454912.000000 Penalty: 3706.380615
	Iteration 24Q: 3 clusters Score -1.045491e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -10454901.000000 Penalty: 3706.380615
	Iteration 25Q: 3 clusters Score -1.04549e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -10454914.000000 Penalty: 3706.380615
	Iteration 26Q: 3 clusters Score -1.045491e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -10454905.000000 Penalty: 3706.380615
	Iteration 27Q: 3 clusters Score -1.04549e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -10454910.000000 Penalty: 3706.380615
	Iteration 28Q: 3 clusters Score -1.045491e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -10454898.000000 Penalty: 3706.380615
	Iteration 29Q: 3 clusters Score -1.04549e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -10454897.000000 Penalty: 3706.380615
	Iteration 30Q: 3 clusters Score -1.04549e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 58641 members 
Entering Unmasked Estep 
Score: -10454888.000000 Penalty: 3706.380615
	Iteration 31Q: 3 clusters Score -1.045489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -10454899.000000 Penalty: 3706.380615
	Iteration 32Q: 3 clusters Score -1.04549e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -10454897.000000 Penalty: 3706.380615
	Iteration 33Q: 3 clusters Score -1.04549e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -10454879.000000 Penalty: 3706.380615
	Iteration 34Q: 3 clusters Score -1.045488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -10454874.000000 Penalty: 3706.380615
	Iteration 35Q: 3 clusters Score -1.045487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -10454870.000000 Penalty: 3706.380615
	Iteration 36Q: 3 clusters Score -1.045487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -10454861.000000 Penalty: 3706.380615
	Iteration 37Q: 3 clusters Score -1.045486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -10454864.000000 Penalty: 3706.380615
	Iteration 38Q: 3 clusters Score -1.045486e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -10454872.000000 Penalty: 3706.380615
	Iteration 39Q: 3 clusters Score -1.045487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -10454861.000000 Penalty: 3706.380615
	Iteration 40F: 3 clusters Score -1.045486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -10454860.000000 Penalty: 3706.380615
	Iteration 41Q: 3 clusters Score -1.045486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -10454867.000000 Penalty: 3706.380615
	Iteration 42Q: 3 clusters Score -1.045487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -10454869.000000 Penalty: 3706.380615
	Iteration 43Q: 3 clusters Score -1.045487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -10454864.000000 Penalty: 3706.380615
	Iteration 44Q: 3 clusters Score -1.045486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -10454861.000000 Penalty: 3706.380615
	Iteration 45Q: 3 clusters Score -1.045486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -10454856.000000 Penalty: 3706.380615
	Iteration 46Q: 3 clusters Score -1.045486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -10454863.000000 Penalty: 3706.380615
	Iteration 47Q: 3 clusters Score -1.045486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -10454861.000000 Penalty: 3706.380615
	Iteration 48Q: 3 clusters Score -1.045486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 58488 members 
Entering Unmasked Estep 
Score: -10454864.000000 Penalty: 3706.380615
	Iteration 49Q: 3 clusters Score -1.045486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 58488 members 
Entering Unmasked Estep 
Score: -10454864.000000 Penalty: 3706.380615
	Iteration 50F: 3 clusters Score -1.045486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Entering Unmasked Estep 
Score: -5412727.000000 Penalty: 1748.814819
	Iteration 0F: 2 clusters Score -5412727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -5381376.500000 Penalty: 3497.629639
	Iteration 0F: 3 clusters Score -5381376 nChanged 21953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -5393591.500000 Penalty: 3497.629639
	Iteration 1F: 3 clusters Score -5393592 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -5393994.000000 Penalty: 3497.629639
	Iteration 2Q: 3 clusters Score -5393994 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -5394450.500000 Penalty: 3497.629639
	Iteration 3Q: 3 clusters Score -5394450 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -5395054.500000 Penalty: 3497.629639
	Iteration 4Q: 3 clusters Score -5395054 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -5395846.500000 Penalty: 3497.629639
	Iteration 5Q: 3 clusters Score -5395846 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -5396852.000000 Penalty: 3497.629639
	Iteration 6Q: 3 clusters Score -5396852 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -5398166.500000 Penalty: 3497.629639
	Iteration 7Q: 3 clusters Score -5398166 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -5399695.000000 Penalty: 3497.629639
	Iteration 8F: 3 clusters Score -5399695 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -5401482.500000 Penalty: 3497.629639
	Iteration 9F: 3 clusters Score -5401482 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -5403045.500000 Penalty: 3497.629639
	Iteration 10F: 3 clusters Score -5403046 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -5404018.500000 Penalty: 3497.629639
	Iteration 11Q: 3 clusters Score -5404018 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -5404563.000000 Penalty: 3497.629639
	Iteration 12Q: 3 clusters Score -5404563 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -5404898.000000 Penalty: 3497.629639
	Iteration 13Q: 3 clusters Score -5404898 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -5405238.000000 Penalty: 3497.629639
	Iteration 14Q: 3 clusters Score -5405238 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -5405541.000000 Penalty: 3497.629639
	Iteration 15Q: 3 clusters Score -5405541 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -5405890.000000 Penalty: 3497.629639
	Iteration 16Q: 3 clusters Score -5405890 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -5406286.500000 Penalty: 3497.629639
	Iteration 17Q: 3 clusters Score -5406286 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -5406645.000000 Penalty: 3497.629639
	Iteration 18Q: 3 clusters Score -5406645 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -5407041.500000 Penalty: 3497.629639
	Iteration 19Q: 3 clusters Score -5407042 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -5407504.000000 Penalty: 3497.629639
	Iteration 20F: 3 clusters Score -5407504 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -5407935.500000 Penalty: 3497.629639
	Iteration 21Q: 3 clusters Score -5407936 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -5408369.000000 Penalty: 3497.629639
	Iteration 22Q: 3 clusters Score -5408369 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -5408843.500000 Penalty: 3497.629639
	Iteration 23Q: 3 clusters Score -5408844 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -5409270.000000 Penalty: 3497.629639
	Iteration 24Q: 3 clusters Score -5409270 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -5409659.500000 Penalty: 3497.629639
	Iteration 25Q: 3 clusters Score -5409660 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -5409951.500000 Penalty: 3497.629639
	Iteration 26Q: 3 clusters Score -5409952 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -5410184.000000 Penalty: 3497.629639
	Iteration 27Q: 3 clusters Score -5410184 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -5410377.000000 Penalty: 3497.629639
	Iteration 28Q: 3 clusters Score -5410377 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -5410554.000000 Penalty: 3497.629639
	Iteration 29Q: 3 clusters Score -5410554 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -5410737.000000 Penalty: 3497.629639
	Iteration 30Q: 3 clusters Score -5410737 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -5410848.500000 Penalty: 3497.629639
	Iteration 31Q: 3 clusters Score -5410848 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -5410923.500000 Penalty: 3497.629639
	Iteration 32Q: 3 clusters Score -5410924 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -5410976.500000 Penalty: 3497.629639
	Iteration 33Q: 3 clusters Score -5410976 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5411022.000000 Penalty: 3497.629639
	Iteration 34Q: 3 clusters Score -5411022 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5411051 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -5411095.000000 Penalty: 3497.629639
	Iteration 36Q: 3 clusters Score -5411095 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -5411109.000000 Penalty: 3497.629639
	Iteration 37Q: 3 clusters Score -5411109 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5411132.500000 Penalty: 3497.629639
	Iteration 38Q: 3 clusters Score -5411132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -5411140.000000 Penalty: 3497.629639
	Iteration 39Q: 3 clusters Score -5411140 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -5411158.000000 Penalty: 3497.629639
	Iteration 40F: 3 clusters Score -5411158 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5411183.000000 Penalty: 3497.629639
	Iteration 41Q: 3 clusters Score -5411183 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -5411191.500000 Penalty: 3497.629639
	Iteration 42Q: 3 clusters Score -5411192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -5411208.500000 Penalty: 3497.629639
	Iteration 43Q: 3 clusters Score -5411208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -5411208.500000 Penalty: 3497.629639
	Iteration 44Q: 3 clusters Score -5411208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5411226.000000 Penalty: 3497.629639
	Iteration 45Q: 3 clusters Score -5411226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5411233.000000 Penalty: 3497.629639
	Iteration 46Q: 3 clusters Score -5411233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5411249.500000 Penalty: 3497.629639
	Iteration 47Q: 3 clusters Score -5411250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5411251.000000 Penalty: 3497.629639
	Iteration 48Q: 3 clusters Score -5411251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5411254.500000 Penalty: 3497.629639
	Iteration 49Q: 3 clusters Score -5411254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5411264.500000 Penalty: 3497.629639
	Iteration 50Q: 3 clusters Score -5411264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5411276.000000 Penalty: 3497.629639
	Iteration 51Q: 3 clusters Score -5411276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5411289.500000 Penalty: 3497.629639
	Iteration 52Q: 3 clusters Score -5411290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -5411300.000000 Penalty: 3497.629639
	Iteration 53Q: 3 clusters Score -5411300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5411301.000000 Penalty: 3497.629639
	Iteration 54Q: 3 clusters Score -5411301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5411329.000000 Penalty: 3497.629639
	Iteration 55Q: 3 clusters Score -5411329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5411340.000000 Penalty: 3497.629639
	Iteration 56Q: 3 clusters Score -5411340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5411343.500000 Penalty: 3497.629639
	Iteration 57Q: 3 clusters Score -5411344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5411351.000000 Penalty: 3497.629639
	Iteration 58Q: 3 clusters Score -5411351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5411352.000000 Penalty: 3497.629639
	Iteration 59Q: 3 clusters Score -5411352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -5411361.500000 Penalty: 3497.629639
	Iteration 60F: 3 clusters Score -5411362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5411363.500000 Penalty: 3497.629639
	Iteration 61Q: 3 clusters Score -5411364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5411376.500000 Penalty: 3497.629639
	Iteration 62Q: 3 clusters Score -5411376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5411400.000000 Penalty: 3497.629639
	Iteration 63Q: 3 clusters Score -5411400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5411414.000000 Penalty: 3497.629639
	Iteration 64Q: 3 clusters Score -5411414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5411417.500000 Penalty: 3497.629639
	Iteration 65Q: 3 clusters Score -5411418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5411434.500000 Penalty: 3497.629639
	Iteration 66Q: 3 clusters Score -5411434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5411463.000000 Penalty: 3497.629639
	Iteration 67Q: 3 clusters Score -5411463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5411471.500000 Penalty: 3497.629639
	Iteration 68Q: 3 clusters Score -5411472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5411471.500000 Penalty: 3497.629639
	Iteration 69Q: 3 clusters Score -5411472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5411472.000000 Penalty: 3497.629639
	Iteration 70Q: 3 clusters Score -5411472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5411472.500000 Penalty: 3497.629639
	Iteration 71Q: 3 clusters Score -5411472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5411479.500000 Penalty: 3497.629639
	Iteration 72Q: 3 clusters Score -5411480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5411485.000000 Penalty: 3497.629639
	Iteration 73Q: 3 clusters Score -5411485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5411487.000000 Penalty: 3497.629639
	Iteration 74Q: 3 clusters Score -5411487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5411494.500000 Penalty: 3497.629639
	Iteration 75Q: 3 clusters Score -5411494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5411504.000000 Penalty: 3497.629639
	Iteration 76Q: 3 clusters Score -5411504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5411511.500000 Penalty: 3497.629639
	Iteration 77Q: 3 clusters Score -5411512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5411504.000000 Penalty: 3497.629639
	Iteration 78Q: 3 clusters Score -5411504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5411511.500000 Penalty: 3497.629639
	Iteration 79Q: 3 clusters Score -5411512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5411507.500000 Penalty: 3497.629639
	Iteration 80F: 3 clusters Score -5411508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5411500.500000 Penalty: 3497.629639
	Iteration 81Q: 3 clusters Score -5411500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5411500.000000 Penalty: 3497.629639
	Iteration 82Q: 3 clusters Score -5411500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5411496.500000 Penalty: 3497.629639
	Iteration 83Q: 3 clusters Score -5411496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5411501.500000 Penalty: 3497.629639
	Iteration 84Q: 3 clusters Score -5411502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5411495.500000 Penalty: 3497.629639
	Iteration 85Q: 3 clusters Score -5411496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5411494.500000 Penalty: 3497.629639
	Iteration 86Q: 3 clusters Score -5411494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5411496.000000 Penalty: 3497.629639
	Iteration 87Q: 3 clusters Score -5411496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5411495.500000 Penalty: 3497.629639
	Iteration 88Q: 3 clusters Score -5411496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5411497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5411497.000000 Penalty: 3497.629639
	Iteration 90F: 3 clusters Score -5411497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Entering Unmasked Estep 
Score: -799338.375000 Penalty: 1435.485107
	Iteration 0F: 2 clusters Score -799338.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -794200.812500 Penalty: 2870.970215
	Iteration 0F: 3 clusters Score -794200.8 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -795680.187500 Penalty: 2870.970215
	Iteration 1F: 3 clusters Score -795680.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -795915.000000 Penalty: 2870.970215
	Iteration 2F: 3 clusters Score -795915 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -796128.312500 Penalty: 2870.970215
	Iteration 3F: 3 clusters Score -796128.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -796315.875000 Penalty: 2870.970215
	Iteration 4Q: 3 clusters Score -796315.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -796517.625000 Penalty: 2870.970215
	Iteration 5Q: 3 clusters Score -796517.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -796722.937500 Penalty: 2870.970215
	Iteration 6Q: 3 clusters Score -796722.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -796931.437500 Penalty: 2870.970215
	Iteration 7Q: 3 clusters Score -796931.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -797155.625000 Penalty: 2870.970215
	Iteration 8Q: 3 clusters Score -797155.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -797381.687500 Penalty: 2870.970215
	Iteration 9F: 3 clusters Score -797381.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -797601.750000 Penalty: 2870.970215
	Iteration 10Q: 3 clusters Score -797601.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -797788.375000 Penalty: 2870.970215
	Iteration 11Q: 3 clusters Score -797788.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -797904.375000 Penalty: 2870.970215
	Iteration 12Q: 3 clusters Score -797904.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -797990.250000 Penalty: 2870.970215
	Iteration 13Q: 3 clusters Score -797990.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -798050.375000 Penalty: 2870.970215
	Iteration 14Q: 3 clusters Score -798050.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -798083.750000 Penalty: 2870.970215
	Iteration 15Q: 3 clusters Score -798083.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -798115.000000 Penalty: 2870.970215
	Iteration 16Q: 3 clusters Score -798115 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -798144.437500 Penalty: 2870.970215
	Iteration 17Q: 3 clusters Score -798144.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -798173.312500 Penalty: 2870.970215
	Iteration 18Q: 3 clusters Score -798173.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -798198.875000 Penalty: 2870.970215
	Iteration 19Q: 3 clusters Score -798198.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -798219.187500 Penalty: 2870.970215
	Iteration 20F: 3 clusters Score -798219.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -798233.062500 Penalty: 2870.970215
	Iteration 21Q: 3 clusters Score -798233.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -798246.187500 Penalty: 2870.970215
	Iteration 22Q: 3 clusters Score -798246.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -798256.625000 Penalty: 2870.970215
	Iteration 23Q: 3 clusters Score -798256.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -798262.250000 Penalty: 2870.970215
	Iteration 24Q: 3 clusters Score -798262.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -798263.250000 Penalty: 2870.970215
	Iteration 25Q: 3 clusters Score -798263.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -798266.687500 Penalty: 2870.970215
	Iteration 26Q: 3 clusters Score -798266.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -798269.000000 Penalty: 2870.970215
	Iteration 27Q: 3 clusters Score -798269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -798269.812500 Penalty: 2870.970215
	Iteration 28Q: 3 clusters Score -798269.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -798270.187500 Penalty: 2870.970215
	Iteration 29Q: 3 clusters Score -798270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -798271.062500 Penalty: 2870.970215
	Iteration 30Q: 3 clusters Score -798271.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -798271.562500 Penalty: 2870.970215
	Iteration 31Q: 3 clusters Score -798271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -798270.250000 Penalty: 2870.970215
	Iteration 32Q: 3 clusters Score -798270.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -798272.812500 Penalty: 2870.970215
	Iteration 33Q: 3 clusters Score -798272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -798273.062500 Penalty: 2870.970215
	Iteration 34Q: 3 clusters Score -798273.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -798274.375000 Penalty: 2870.970215
	Iteration 35Q: 3 clusters Score -798274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -798274.875000 Penalty: 2870.970215
	Iteration 36Q: 3 clusters Score -798274.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -798275.812500 Penalty: 2870.970215
	Iteration 37Q: 3 clusters Score -798275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -798275.812500 Penalty: 2870.970215
	Iteration 38F: 3 clusters Score -798275.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Entering Unmasked Estep 
Score: -2929529.000000 Penalty: 1647.091431
	Iteration 0F: 2 clusters Score -2929529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2912527.500000 Penalty: 3294.182861
	Iteration 0F: 3 clusters Score -2912528 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2918842.000000 Penalty: 3294.182861
	Iteration 1F: 3 clusters Score -2918842 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2919129.750000 Penalty: 3294.182861
	Iteration 2Q: 3 clusters Score -2919130 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2919448.500000 Penalty: 3294.182861
	Iteration 3Q: 3 clusters Score -2919448 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2919887.000000 Penalty: 3294.182861
	Iteration 4Q: 3 clusters Score -2919887 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2920463.500000 Penalty: 3294.182861
	Iteration 5Q: 3 clusters Score -2920464 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2921357.500000 Penalty: 3294.182861
	Iteration 6F: 3 clusters Score -2921358 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2922706.000000 Penalty: 3294.182861
	Iteration 7F: 3 clusters Score -2922706 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -2924342.500000 Penalty: 3294.182861
	Iteration 8F: 3 clusters Score -2924342 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -2926001.500000 Penalty: 3294.182861
	Iteration 9F: 3 clusters Score -2926002 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -2927137.750000 Penalty: 3294.182861
	Iteration 10Q: 3 clusters Score -2927138 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -2927699.750000 Penalty: 3294.182861
	Iteration 11Q: 3 clusters Score -2927700 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -2927936.750000 Penalty: 3294.182861
	Iteration 12Q: 3 clusters Score -2927937 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -2928030.500000 Penalty: 3294.182861
	Iteration 13Q: 3 clusters Score -2928030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -2928059.750000 Penalty: 3294.182861
	Iteration 14Q: 3 clusters Score -2928060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -2928083.750000 Penalty: 3294.182861
	Iteration 15Q: 3 clusters Score -2928084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -2928094.500000 Penalty: 3294.182861
	Iteration 16Q: 3 clusters Score -2928094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2928091.750000 Penalty: 3294.182861
	Iteration 17Q: 3 clusters Score -2928092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -2928097.000000 Penalty: 3294.182861
	Iteration 18Q: 3 clusters Score -2928097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -2928098.250000 Penalty: 3294.182861
	Iteration 19Q: 3 clusters Score -2928098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -2928098.250000 Penalty: 3294.182861
	Iteration 20F: 3 clusters Score -2928098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (101087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101087 members 
Entering Unmasked Estep 
Score: -11780561.000000 Penalty: 1872.607300
	Iteration 0F: 2 clusters Score -1.178056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -11716150.000000 Penalty: 3745.214600
	Iteration 0F: 3 clusters Score -1.171615e+07 nChanged 48202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -11744283.000000 Penalty: 3745.214600
	Iteration 1F: 3 clusters Score -1.174428e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 58743 members 
Entering Unmasked Estep 
Score: -11745499.000000 Penalty: 3745.214600
	Iteration 2Q: 3 clusters Score -1.17455e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -11747735.000000 Penalty: 3745.214600
	Iteration 3Q: 3 clusters Score -1.174774e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -11752125.000000 Penalty: 3745.214600
	Iteration 4F: 3 clusters Score -1.175212e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -11759737.000000 Penalty: 3745.214600
	Iteration 5F: 3 clusters Score -1.175974e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -11768408.000000 Penalty: 3745.214600
	Iteration 6F: 3 clusters Score -1.176841e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 96478 members 
Entering Unmasked Estep 
Score: -11774632.000000 Penalty: 3745.214600
	Iteration 7F: 3 clusters Score -1.177463e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 99747 members 
Entering Unmasked Estep 
Score: -11777612.000000 Penalty: 3745.214600
	Iteration 8Q: 3 clusters Score -1.177761e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 100714 members 
Entering Unmasked Estep 
Score: -11778511.000000 Penalty: 3745.214600
	Iteration 9Q: 3 clusters Score -1.177851e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -11778733.000000 Penalty: 3745.214600
	Iteration 10Q: 3 clusters Score -1.177873e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 100970 members 
Entering Unmasked Estep 
Score: -11778781.000000 Penalty: 3745.214600
	Iteration 11Q: 3 clusters Score -1.177878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 100977 members 
Entering Unmasked Estep 
Score: -11778804.000000 Penalty: 3745.214600
	Iteration 12Q: 3 clusters Score -1.17788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 100982 members 
Entering Unmasked Estep 
Score: -11778831.000000 Penalty: 3745.214600
	Iteration 13Q: 3 clusters Score -1.177883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
Score: -11778846.000000 Penalty: 3745.214600
	Iteration 14Q: 3 clusters Score -1.177885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
Score: -11778849.000000 Penalty: 3745.214600
	Iteration 15Q: 3 clusters Score -1.177885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
Score: -11778849.000000 Penalty: 3745.214600
	Iteration 16F: 3 clusters Score -1.177885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101519 members 
Mstep: Class 6 contains 45396 members 
Mstep: Class 7 contains 76552 members 
Mstep: Class 8 contains 126046 members 
Mstep: Class 9 contains 15283 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7326 members 
Mstep: Class 20 contains 89702 members 
Mstep: Class 21 contains 47190 members 
Mstep: Class 22 contains 6862 members 
Mstep: Class 23 contains 25234 members 
Mstep: Class 24 contains 101087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095104.000000 Penalty: 53515.957031
Iteration 399Q: 25 clusters Score -1.020951e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160013 members 
Mstep: Class 5 contains 101522 members 
Mstep: Class 6 contains 45401 members 
Mstep: Class 7 contains 76561 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15283 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7330 members 
Mstep: Class 20 contains 89733 members 
Mstep: Class 21 contains 47189 members 
Mstep: Class 22 contains 6861 members 
Mstep: Class 23 contains 25201 members 
Mstep: Class 24 contains 101067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095160.000000 Penalty: 53515.957031
Iteration 400F: 25 clusters Score -1.020952e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160013 members 
Mstep: Class 5 contains 101520 members 
Mstep: Class 6 contains 45400 members 
Mstep: Class 7 contains 76583 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7331 members 
Mstep: Class 20 contains 89756 members 
Mstep: Class 21 contains 47189 members 
Mstep: Class 22 contains 6860 members 
Mstep: Class 23 contains 25179 members 
Mstep: Class 24 contains 101047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095104.000000 Penalty: 53515.957031
Iteration 401Q: 25 clusters Score -1.020951e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101516 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 76594 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15282 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 89775 members 
Mstep: Class 21 contains 47189 members 
Mstep: Class 22 contains 6860 members 
Mstep: Class 23 contains 25145 members 
Mstep: Class 24 contains 101033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095152.000000 Penalty: 53515.957031
Iteration 402Q: 25 clusters Score -1.020952e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101511 members 
Mstep: Class 6 contains 45425 members 
Mstep: Class 7 contains 76609 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15280 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 89793 members 
Mstep: Class 21 contains 47189 members 
Mstep: Class 22 contains 6860 members 
Mstep: Class 23 contains 25117 members 
Mstep: Class 24 contains 101023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095160.000000 Penalty: 53515.957031
Iteration 403Q: 25 clusters Score -1.020952e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101507 members 
Mstep: Class 6 contains 45431 members 
Mstep: Class 7 contains 76613 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15279 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 89813 members 
Mstep: Class 21 contains 47189 members 
Mstep: Class 22 contains 6861 members 
Mstep: Class 23 contains 25092 members 
Mstep: Class 24 contains 101023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095152.000000 Penalty: 53515.957031
Iteration 404Q: 25 clusters Score -1.020952e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 101508 members 
Mstep: Class 6 contains 45426 members 
Mstep: Class 7 contains 76617 members 
Mstep: Class 8 contains 126050 members 
Mstep: Class 9 contains 15282 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9889 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 89822 members 
Mstep: Class 21 contains 47189 members 
Mstep: Class 22 contains 6860 members 
Mstep: Class 23 contains 25070 members 
Mstep: Class 24 contains 101035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095272.000000 Penalty: 53515.957031
Iteration 405Q: 25 clusters Score -1.020953e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 101509 members 
Mstep: Class 6 contains 45420 members 
Mstep: Class 7 contains 76622 members 
Mstep: Class 8 contains 126051 members 
Mstep: Class 9 contains 15284 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 89831 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6862 members 
Mstep: Class 23 contains 25047 members 
Mstep: Class 24 contains 101045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095264.000000 Penalty: 53515.957031
Iteration 406Q: 25 clusters Score -1.020953e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101504 members 
Mstep: Class 6 contains 45402 members 
Mstep: Class 7 contains 76634 members 
Mstep: Class 8 contains 126051 members 
Mstep: Class 9 contains 15287 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 89838 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6859 members 
Mstep: Class 23 contains 25031 members 
Mstep: Class 24 contains 101062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095168.000000 Penalty: 53515.957031
Iteration 407Q: 25 clusters Score -1.020952e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101501 members 
Mstep: Class 6 contains 45378 members 
Mstep: Class 7 contains 76633 members 
Mstep: Class 8 contains 126051 members 
Mstep: Class 9 contains 15292 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7340 members 
Mstep: Class 20 contains 89855 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6857 members 
Mstep: Class 23 contains 25020 members 
Mstep: Class 24 contains 101083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095088.000000 Penalty: 53515.957031
Iteration 408Q: 25 clusters Score -1.020951e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101501 members 
Mstep: Class 6 contains 45361 members 
Mstep: Class 7 contains 76636 members 
Mstep: Class 8 contains 126051 members 
Mstep: Class 9 contains 15293 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 89864 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6855 members 
Mstep: Class 23 contains 24998 members 
Mstep: Class 24 contains 101112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095080.000000 Penalty: 53515.957031
Iteration 409Q: 25 clusters Score -1.020951e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101501 members 
Mstep: Class 6 contains 45348 members 
Mstep: Class 7 contains 76638 members 
Mstep: Class 8 contains 126051 members 
Mstep: Class 9 contains 15291 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 89865 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6853 members 
Mstep: Class 23 contains 24977 members 
Mstep: Class 24 contains 101148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095056.000000 Penalty: 53515.957031
Iteration 410Q: 25 clusters Score -1.020951e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101500 members 
Mstep: Class 6 contains 45349 members 
Mstep: Class 7 contains 76649 members 
Mstep: Class 8 contains 126050 members 
Mstep: Class 9 contains 15292 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7338 members 
Mstep: Class 20 contains 89831 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6852 members 
Mstep: Class 23 contains 24959 members 
Mstep: Class 24 contains 101190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094976.000000 Penalty: 53515.957031
Iteration 411Q: 25 clusters Score -1.02095e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 45350 members 
Mstep: Class 7 contains 76656 members 
Mstep: Class 8 contains 126050 members 
Mstep: Class 9 contains 15291 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7335 members 
Mstep: Class 20 contains 89793 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6851 members 
Mstep: Class 23 contains 24952 members 
Mstep: Class 24 contains 101230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094888.000000 Penalty: 53515.957031
Iteration 412Q: 25 clusters Score -1.020949e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101501 members 
Mstep: Class 6 contains 45340 members 
Mstep: Class 7 contains 76657 members 
Mstep: Class 8 contains 126050 members 
Mstep: Class 9 contains 15293 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 89774 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6851 members 
Mstep: Class 23 contains 24939 members 
Mstep: Class 24 contains 101269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094856.000000 Penalty: 53515.957031
Iteration 413Q: 25 clusters Score -1.020949e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101501 members 
Mstep: Class 6 contains 45335 members 
Mstep: Class 7 contains 76660 members 
Mstep: Class 8 contains 126050 members 
Mstep: Class 9 contains 15297 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7335 members 
Mstep: Class 20 contains 89742 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6850 members 
Mstep: Class 23 contains 24928 members 
Mstep: Class 24 contains 101312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094976.000000 Penalty: 53515.957031
Iteration 414Q: 25 clusters Score -1.02095e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10522 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101503 members 
Mstep: Class 6 contains 45326 members 
Mstep: Class 7 contains 76672 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15300 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 89722 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6848 members 
Mstep: Class 23 contains 24915 members 
Mstep: Class 24 contains 101339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094928.000000 Penalty: 53515.957031
Iteration 415Q: 25 clusters Score -1.020949e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10523 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101501 members 
Mstep: Class 6 contains 45322 members 
Mstep: Class 7 contains 76688 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15297 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 89694 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6848 members 
Mstep: Class 23 contains 24906 members 
Mstep: Class 24 contains 101368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094904.000000 Penalty: 53515.957031
Iteration 416Q: 25 clusters Score -1.020949e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 45311 members 
Mstep: Class 7 contains 76697 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15299 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7333 members 
Mstep: Class 20 contains 89678 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 24902 members 
Mstep: Class 24 contains 101391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094888.000000 Penalty: 53515.957031
Iteration 417Q: 25 clusters Score -1.020949e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101504 members 
Mstep: Class 6 contains 45304 members 
Mstep: Class 7 contains 76715 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7331 members 
Mstep: Class 20 contains 89653 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6846 members 
Mstep: Class 23 contains 24900 members 
Mstep: Class 24 contains 101402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094888.000000 Penalty: 53515.957031
Iteration 418Q: 25 clusters Score -1.020949e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101503 members 
Mstep: Class 6 contains 45294 members 
Mstep: Class 7 contains 76736 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 89647 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6843 members 
Mstep: Class 23 contains 24892 members 
Mstep: Class 24 contains 101414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094864.000000 Penalty: 53515.957031
Iteration 419Q: 25 clusters Score -1.020949e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101503 members 
Mstep: Class 6 contains 45300 members 
Mstep: Class 7 contains 76756 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 89643 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6841 members 
Mstep: Class 23 contains 24873 members 
Mstep: Class 24 contains 101413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094880.000000 Penalty: 53515.957031
Iteration 420F: 25 clusters Score -1.020949e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 45311 members 
Mstep: Class 7 contains 76771 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15299 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 89648 members 
Mstep: Class 21 contains 47188 members 
Mstep: Class 22 contains 6842 members 
Mstep: Class 23 contains 24855 members 
Mstep: Class 24 contains 101404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094832.000000 Penalty: 53515.957031
Iteration 421Q: 25 clusters Score -1.020948e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 45325 members 
Mstep: Class 7 contains 76785 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15298 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7326 members 
Mstep: Class 20 contains 89645 members 
Mstep: Class 21 contains 47187 members 
Mstep: Class 22 contains 6842 members 
Mstep: Class 23 contains 24838 members 
Mstep: Class 24 contains 101399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094768.000000 Penalty: 53515.957031
Iteration 422Q: 25 clusters Score -1.020948e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 45339 members 
Mstep: Class 7 contains 76793 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15296 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7326 members 
Mstep: Class 20 contains 89640 members 
Mstep: Class 21 contains 47186 members 
Mstep: Class 22 contains 6842 members 
Mstep: Class 23 contains 24820 members 
Mstep: Class 24 contains 101403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094712.000000 Penalty: 53515.957031
Iteration 423Q: 25 clusters Score -1.020947e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101503 members 
Mstep: Class 6 contains 45345 members 
Mstep: Class 7 contains 76800 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15297 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7329 members 
Mstep: Class 20 contains 89641 members 
Mstep: Class 21 contains 47185 members 
Mstep: Class 22 contains 6842 members 
Mstep: Class 23 contains 24798 members 
Mstep: Class 24 contains 101407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094656.000000 Penalty: 53515.957031
Iteration 424Q: 25 clusters Score -1.020947e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101501 members 
Mstep: Class 6 contains 45339 members 
Mstep: Class 7 contains 76809 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15298 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 89650 members 
Mstep: Class 21 contains 47185 members 
Mstep: Class 22 contains 6843 members 
Mstep: Class 23 contains 24788 members 
Mstep: Class 24 contains 101407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094688.000000 Penalty: 53515.957031
Iteration 425Q: 25 clusters Score -1.020947e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 45347 members 
Mstep: Class 7 contains 76815 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15302 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7326 members 
Mstep: Class 20 contains 89657 members 
Mstep: Class 21 contains 47185 members 
Mstep: Class 22 contains 6842 members 
Mstep: Class 23 contains 24767 members 
Mstep: Class 24 contains 101404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094768.000000 Penalty: 53515.957031
Iteration 426Q: 25 clusters Score -1.020948e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 45344 members 
Mstep: Class 7 contains 76822 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7327 members 
Mstep: Class 20 contains 89672 members 
Mstep: Class 21 contains 47185 members 
Mstep: Class 22 contains 6840 members 
Mstep: Class 23 contains 24755 members 
Mstep: Class 24 contains 101396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094792.000000 Penalty: 53515.957031
Iteration 427Q: 25 clusters Score -1.020948e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 45348 members 
Mstep: Class 7 contains 76839 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7328 members 
Mstep: Class 20 contains 89683 members 
Mstep: Class 21 contains 47185 members 
Mstep: Class 22 contains 6835 members 
Mstep: Class 23 contains 24742 members 
Mstep: Class 24 contains 101381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094848.000000 Penalty: 53515.957031
Iteration 428Q: 25 clusters Score -1.020948e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101504 members 
Mstep: Class 6 contains 45339 members 
Mstep: Class 7 contains 76847 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15306 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7328 members 
Mstep: Class 20 contains 89705 members 
Mstep: Class 21 contains 47185 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 24732 members 
Mstep: Class 24 contains 101367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094840.000000 Penalty: 53515.957031
Iteration 429Q: 25 clusters Score -1.020948e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 45343 members 
Mstep: Class 7 contains 76864 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15306 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7330 members 
Mstep: Class 20 contains 89718 members 
Mstep: Class 21 contains 47185 members 
Mstep: Class 22 contains 6836 members 
Mstep: Class 23 contains 24715 members 
Mstep: Class 24 contains 101348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094944.000000 Penalty: 53515.957031
Iteration 430Q: 25 clusters Score -1.020949e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 45345 members 
Mstep: Class 7 contains 76858 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7331 members 
Mstep: Class 20 contains 89720 members 
Mstep: Class 21 contains 47185 members 
Mstep: Class 22 contains 6837 members 
Mstep: Class 23 contains 24704 members 
Mstep: Class 24 contains 101357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094944.000000 Penalty: 53515.957031
Iteration 431Q: 25 clusters Score -1.020949e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 45344 members 
Mstep: Class 7 contains 76858 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7335 members 
Mstep: Class 20 contains 89717 members 
Mstep: Class 21 contains 47184 members 
Mstep: Class 22 contains 6838 members 
Mstep: Class 23 contains 24693 members 
Mstep: Class 24 contains 101368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094864.000000 Penalty: 53515.957031
Iteration 432Q: 25 clusters Score -1.020949e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101503 members 
Mstep: Class 6 contains 45334 members 
Mstep: Class 7 contains 76860 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15306 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7334 members 
Mstep: Class 20 contains 89724 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6839 members 
Mstep: Class 23 contains 24697 members 
Mstep: Class 24 contains 101366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094800.000000 Penalty: 53515.957031
Iteration 433Q: 25 clusters Score -1.020948e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 45324 members 
Mstep: Class 7 contains 76856 members 
Mstep: Class 8 contains 126049 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7331 members 
Mstep: Class 20 contains 89750 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6837 members 
Mstep: Class 23 contains 24695 members 
Mstep: Class 24 contains 101364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094776.000000 Penalty: 53515.957031
Iteration 434Q: 25 clusters Score -1.020948e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 45330 members 
Mstep: Class 7 contains 76860 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7332 members 
Mstep: Class 20 contains 89770 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6836 members 
Mstep: Class 23 contains 24679 members 
Mstep: Class 24 contains 101351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094768.000000 Penalty: 53515.957031
Iteration 435Q: 25 clusters Score -1.020948e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101501 members 
Mstep: Class 6 contains 45336 members 
Mstep: Class 7 contains 76857 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15305 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7335 members 
Mstep: Class 20 contains 89782 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6836 members 
Mstep: Class 23 contains 24666 members 
Mstep: Class 24 contains 101346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094760.000000 Penalty: 53515.957031
Iteration 436Q: 25 clusters Score -1.020948e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 101501 members 
Mstep: Class 6 contains 45346 members 
Mstep: Class 7 contains 76853 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15305 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 89791 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6837 members 
Mstep: Class 23 contains 24648 members 
Mstep: Class 24 contains 101348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094824.000000 Penalty: 53515.957031
Iteration 437Q: 25 clusters Score -1.020948e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 45353 members 
Mstep: Class 7 contains 76853 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15301 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7338 members 
Mstep: Class 20 contains 89805 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6835 members 
Mstep: Class 23 contains 24636 members 
Mstep: Class 24 contains 101342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094888.000000 Penalty: 53515.957031
Iteration 438Q: 25 clusters Score -1.020949e+08 nChanged 68
Entering ConstructFrom: 
Score: -102094888.000000 Penalty: 53515.957031
Entering ConstructFrom: 
Trying to split cluster 1 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -99509.664062 Penalty: 1118.895264
	Iteration 0F: 2 clusters Score -99509.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -98128.757812 Penalty: 2237.790527
	Iteration 0F: 3 clusters Score -98128.76 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98426.765625 Penalty: 2237.790527
	Iteration 1F: 3 clusters Score -98426.77 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98572.148438 Penalty: 2237.790527
	Iteration 2F: 3 clusters Score -98572.15 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98645.921875 Penalty: 2237.790527
	Iteration 3F: 3 clusters Score -98645.92 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -98705.734375 Penalty: 2237.790527
	Iteration 4Q: 3 clusters Score -98705.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98738.132812 Penalty: 2237.790527
	Iteration 5Q: 3 clusters Score -98738.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -98764.015625 Penalty: 2237.790527
	Iteration 6Q: 3 clusters Score -98764.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -98783.703125 Penalty: 2237.790527
	Iteration 7Q: 3 clusters Score -98783.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -98798.921875 Penalty: 2237.790527
	Iteration 8Q: 3 clusters Score -98798.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -98810.539062 Penalty: 2237.790527
	Iteration 9Q: 3 clusters Score -98810.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -98828.921875 Penalty: 2237.790527
	Iteration 10Q: 3 clusters Score -98828.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -98859.531250 Penalty: 2237.790527
	Iteration 11Q: 3 clusters Score -98859.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -98871.773438 Penalty: 2237.790527
	Iteration 12Q: 3 clusters Score -98871.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -98879.187500 Penalty: 2237.790527
	Iteration 13Q: 3 clusters Score -98879.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -98885.210938 Penalty: 2237.790527
	Iteration 14Q: 3 clusters Score -98885.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98902.273438 Penalty: 2237.790527
	Iteration 15Q: 3 clusters Score -98902.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98915.585938 Penalty: 2237.790527
	Iteration 16Q: 3 clusters Score -98915.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98926.367188 Penalty: 2237.790527
	Iteration 17Q: 3 clusters Score -98926.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -98932.531250 Penalty: 2237.790527
	Iteration 18Q: 3 clusters Score -98932.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -98943.828125 Penalty: 2237.790527
	Iteration 19Q: 3 clusters Score -98943.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -98964.382812 Penalty: 2237.790527
	Iteration 20F: 3 clusters Score -98964.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -98981.898438 Penalty: 2237.790527
	Iteration 21Q: 3 clusters Score -98981.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -98989.945312 Penalty: 2237.790527
	Iteration 22Q: 3 clusters Score -98989.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -99001.562500 Penalty: 2237.790527
	Iteration 23Q: 3 clusters Score -99001.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -99006.750000 Penalty: 2237.790527
	Iteration 24Q: 3 clusters Score -99006.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -99017.265625 Penalty: 2237.790527
	Iteration 25Q: 3 clusters Score -99017.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -99018.773438 Penalty: 2237.790527
	Iteration 26Q: 3 clusters Score -99018.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -99019.296875 Penalty: 2237.790527
	Iteration 27Q: 3 clusters Score -99019.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -99021.234375 Penalty: 2237.790527
	Iteration 28Q: 3 clusters Score -99021.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -99025.765625 Penalty: 2237.790527
	Iteration 29Q: 3 clusters Score -99025.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -99028.695312 Penalty: 2237.790527
	Iteration 30Q: 3 clusters Score -99028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -99031.312500 Penalty: 2237.790527
	Iteration 31Q: 3 clusters Score -99031.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -99034.273438 Penalty: 2237.790527
	Iteration 32Q: 3 clusters Score -99034.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -99035.750000 Penalty: 2237.790527
	Iteration 33Q: 3 clusters Score -99035.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -99035.750000 Penalty: 2237.790527
	Iteration 34F: 3 clusters Score -99035.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Entering Unmasked Estep 
Score: -1201481.125000 Penalty: 1505.010498
	Iteration 0F: 2 clusters Score -1201481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1193997.375000 Penalty: 3010.020996
	Iteration 0F: 3 clusters Score -1193997 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1196387.625000 Penalty: 3010.020996
	Iteration 1F: 3 clusters Score -1196388 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1196628.750000 Penalty: 3010.020996
	Iteration 2F: 3 clusters Score -1196629 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1196844.250000 Penalty: 3010.020996
	Iteration 3Q: 3 clusters Score -1196844 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1197025.000000 Penalty: 3010.020996
	Iteration 4Q: 3 clusters Score -1197025 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1197205.250000 Penalty: 3010.020996
	Iteration 5Q: 3 clusters Score -1197205 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1197432.125000 Penalty: 3010.020996
	Iteration 6Q: 3 clusters Score -1197432 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1197706.500000 Penalty: 3010.020996
	Iteration 7Q: 3 clusters Score -1197706 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1198007.625000 Penalty: 3010.020996
	Iteration 8Q: 3 clusters Score -1198008 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1198298.125000 Penalty: 3010.020996
	Iteration 9Q: 3 clusters Score -1198298 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1198569.125000 Penalty: 3010.020996
	Iteration 10Q: 3 clusters Score -1198569 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1198812.625000 Penalty: 3010.020996
	Iteration 11Q: 3 clusters Score -1198813 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1199015.625000 Penalty: 3010.020996
	Iteration 12Q: 3 clusters Score -1199016 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1199160.500000 Penalty: 3010.020996
	Iteration 13Q: 3 clusters Score -1199160 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1199289.375000 Penalty: 3010.020996
	Iteration 14Q: 3 clusters Score -1199289 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1199395.000000 Penalty: 3010.020996
	Iteration 15Q: 3 clusters Score -1199395 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1199495.625000 Penalty: 3010.020996
	Iteration 16Q: 3 clusters Score -1199496 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1199594.750000 Penalty: 3010.020996
	Iteration 17Q: 3 clusters Score -1199595 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1199699.875000 Penalty: 3010.020996
	Iteration 18Q: 3 clusters Score -1199700 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1199786.125000 Penalty: 3010.020996
	Iteration 19Q: 3 clusters Score -1199786 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1199860.375000 Penalty: 3010.020996
	Iteration 20F: 3 clusters Score -1199860 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1199916.250000 Penalty: 3010.020996
	Iteration 21Q: 3 clusters Score -1199916 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1199977.875000 Penalty: 3010.020996
	Iteration 22Q: 3 clusters Score -1199978 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1200026.000000 Penalty: 3010.020996
	Iteration 23Q: 3 clusters Score -1200026 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1200064.500000 Penalty: 3010.020996
	Iteration 24Q: 3 clusters Score -1200064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1200101.000000 Penalty: 3010.020996
	Iteration 25Q: 3 clusters Score -1200101 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1200137.750000 Penalty: 3010.020996
	Iteration 26Q: 3 clusters Score -1200138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1200161.625000 Penalty: 3010.020996
	Iteration 27Q: 3 clusters Score -1200162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1200185.750000 Penalty: 3010.020996
	Iteration 28Q: 3 clusters Score -1200186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1200199.625000 Penalty: 3010.020996
	Iteration 29Q: 3 clusters Score -1200200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1200210.500000 Penalty: 3010.020996
	Iteration 30Q: 3 clusters Score -1200210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1200219.750000 Penalty: 3010.020996
	Iteration 31Q: 3 clusters Score -1200220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1200233.375000 Penalty: 3010.020996
	Iteration 32Q: 3 clusters Score -1200233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1200243.625000 Penalty: 3010.020996
	Iteration 33Q: 3 clusters Score -1200244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1200248.875000 Penalty: 3010.020996
	Iteration 34Q: 3 clusters Score -1200249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1200251.625000 Penalty: 3010.020996
	Iteration 35Q: 3 clusters Score -1200252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1200260.000000 Penalty: 3010.020996
	Iteration 36Q: 3 clusters Score -1200260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1200265.625000 Penalty: 3010.020996
	Iteration 37Q: 3 clusters Score -1200266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1200270.125000 Penalty: 3010.020996
	Iteration 38Q: 3 clusters Score -1200270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1200271.625000 Penalty: 3010.020996
	Iteration 39Q: 3 clusters Score -1200272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1200275.500000 Penalty: 3010.020996
	Iteration 40F: 3 clusters Score -1200276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1200276.000000 Penalty: 3010.020996
	Iteration 41Q: 3 clusters Score -1200276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1200280.125000 Penalty: 3010.020996
	Iteration 42Q: 3 clusters Score -1200280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1200279.750000 Penalty: 3010.020996
	Iteration 43Q: 3 clusters Score -1200280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1200279.875000 Penalty: 3010.020996
	Iteration 44Q: 3 clusters Score -1200280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1200281.500000 Penalty: 3010.020996
	Iteration 45Q: 3 clusters Score -1200282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1200281.500000 Penalty: 3010.020996
	Iteration 46F: 3 clusters Score -1200282 nChanged 0
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: -478352.125000 Penalty: 1364.044678
	Iteration 0F: 2 clusters Score -478352.1 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 2229 members 
Entering Unmasked Estep 
Score: -474784.968750 Penalty: 2728.089355
	Iteration 0F: 3 clusters Score -474785 nChanged 1735
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: -475851.531250 Penalty: 2728.089355
	Iteration 1F: 3 clusters Score -475851.5 nChanged 367
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: -476079.312500 Penalty: 2728.089355
	Iteration 2F: 3 clusters Score -476079.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -476237.406250 Penalty: 2728.089355
	Iteration 3F: 3 clusters Score -476237.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -476384.250000 Penalty: 2728.089355
	Iteration 4Q: 3 clusters Score -476384.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -476563.062500 Penalty: 2728.089355
	Iteration 5Q: 3 clusters Score -476563.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -476789.812500 Penalty: 2728.089355
	Iteration 6F: 3 clusters Score -476789.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -476974.250000 Penalty: 2728.089355
	Iteration 7Q: 3 clusters Score -476974.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -477143.500000 Penalty: 2728.089355
	Iteration 8Q: 3 clusters Score -477143.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -477272.437500 Penalty: 2728.089355
	Iteration 9Q: 3 clusters Score -477272.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -477368.937500 Penalty: 2728.089355
	Iteration 10Q: 3 clusters Score -477368.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -477435.406250 Penalty: 2728.089355
	Iteration 11Q: 3 clusters Score -477435.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -477479.281250 Penalty: 2728.089355
	Iteration 12Q: 3 clusters Score -477479.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -477514.718750 Penalty: 2728.089355
	Iteration 13Q: 3 clusters Score -477514.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -477540.406250 Penalty: 2728.089355
	Iteration 14Q: 3 clusters Score -477540.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -477558.343750 Penalty: 2728.089355
	Iteration 15Q: 3 clusters Score -477558.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -477576.750000 Penalty: 2728.089355
	Iteration 16Q: 3 clusters Score -477576.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -477594.312500 Penalty: 2728.089355
	Iteration 17Q: 3 clusters Score -477594.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -477607.781250 Penalty: 2728.089355
	Iteration 18Q: 3 clusters Score -477607.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -477622.281250 Penalty: 2728.089355
	Iteration 19Q: 3 clusters Score -477622.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -477640.312500 Penalty: 2728.089355
	Iteration 20F: 3 clusters Score -477640.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -477658.125000 Penalty: 2728.089355
	Iteration 21Q: 3 clusters Score -477658.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -477672.093750 Penalty: 2728.089355
	Iteration 22Q: 3 clusters Score -477672.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -477685.593750 Penalty: 2728.089355
	Iteration 23Q: 3 clusters Score -477685.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -477709.187500 Penalty: 2728.089355
	Iteration 24Q: 3 clusters Score -477709.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -477730.000000 Penalty: 2728.089355
	Iteration 25Q: 3 clusters Score -477730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -477750.000000 Penalty: 2728.089355
	Iteration 26Q: 3 clusters Score -477750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -477772.437500 Penalty: 2728.089355
	Iteration 27Q: 3 clusters Score -477772.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -477803.625000 Penalty: 2728.089355
	Iteration 28Q: 3 clusters Score -477803.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -477865.531250 Penalty: 2728.089355
	Iteration 29Q: 3 clusters Score -477865.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -477991.593750 Penalty: 2728.089355
	Iteration 30Q: 3 clusters Score -477991.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -478137.968750 Penalty: 2728.089355
	Iteration 31Q: 3 clusters Score -478138 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -478242.687500 Penalty: 2728.089355
	Iteration 32Q: 3 clusters Score -478242.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -478293.937500 Penalty: 2728.089355
	Iteration 33Q: 3 clusters Score -478293.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -478316.781250 Penalty: 2728.089355
	Iteration 34Q: 3 clusters Score -478316.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -478326.312500 Penalty: 2728.089355
	Iteration 35Q: 3 clusters Score -478326.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -478331.875000 Penalty: 2728.089355
	Iteration 36Q: 3 clusters Score -478331.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -478338.187500 Penalty: 2728.089355
	Iteration 37Q: 3 clusters Score -478338.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -478343.531250 Penalty: 2728.089355
	Iteration 38Q: 3 clusters Score -478343.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -478346.500000 Penalty: 2728.089355
	Iteration 39Q: 3 clusters Score -478346.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -478348.187500 Penalty: 2728.089355
	Iteration 40F: 3 clusters Score -478348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -478347.718750 Penalty: 2728.089355
	Iteration 41Q: 3 clusters Score -478347.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -478347.718750 Penalty: 2728.089355
	Iteration 42F: 3 clusters Score -478347.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (160010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160010 members 
Entering Unmasked Estep 
Score: -18139440.000000 Penalty: 1947.236084
	Iteration 0F: 2 clusters Score -1.813944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79976 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
Score: -18035426.000000 Penalty: 3894.472168
	Iteration 0F: 3 clusters Score -1.803543e+07 nChanged 77387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80183 members 
Mstep: Class 2 contains 79827 members 
Entering Unmasked Estep 
Score: -18080928.000000 Penalty: 3894.472168
	Iteration 1F: 3 clusters Score -1.808093e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80174 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -18081686.000000 Penalty: 3894.472168
	Iteration 2Q: 3 clusters Score -1.808169e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 79930 members 
Entering Unmasked Estep 
Score: -18082880.000000 Penalty: 3894.472168
	Iteration 3Q: 3 clusters Score -1.808288e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79690 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
Score: -18084700.000000 Penalty: 3894.472168
	Iteration 4Q: 3 clusters Score -1.80847e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
Score: -18087874.000000 Penalty: 3894.472168
	Iteration 5Q: 3 clusters Score -1.808787e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 82466 members 
Entering Unmasked Estep 
Score: -18093190.000000 Penalty: 3894.472168
	Iteration 6F: 3 clusters Score -1.809319e+07 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75310 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -18101480.000000 Penalty: 3894.472168
	Iteration 7F: 3 clusters Score -1.810148e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -18110662.000000 Penalty: 3894.472168
	Iteration 8F: 3 clusters Score -1.811066e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70525 members 
Mstep: Class 2 contains 89485 members 
Entering Unmasked Estep 
Score: -18116418.000000 Penalty: 3894.472168
	Iteration 9F: 3 clusters Score -1.811642e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -18118798.000000 Penalty: 3894.472168
	Iteration 10Q: 3 clusters Score -1.81188e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 93278 members 
Entering Unmasked Estep 
Score: -18119856.000000 Penalty: 3894.472168
	Iteration 11Q: 3 clusters Score -1.811986e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -18120770.000000 Penalty: 3894.472168
	Iteration 12Q: 3 clusters Score -1.812077e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 97368 members 
Entering Unmasked Estep 
Score: -18121630.000000 Penalty: 3894.472168
	Iteration 13Q: 3 clusters Score -1.812163e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 99517 members 
Entering Unmasked Estep 
Score: -18122584.000000 Penalty: 3894.472168
	Iteration 14Q: 3 clusters Score -1.812258e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 101781 members 
Entering Unmasked Estep 
Score: -18123610.000000 Penalty: 3894.472168
	Iteration 15Q: 3 clusters Score -1.812361e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 104014 members 
Entering Unmasked Estep 
Score: -18124542.000000 Penalty: 3894.472168
	Iteration 16Q: 3 clusters Score -1.812454e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 106305 members 
Entering Unmasked Estep 
Score: -18125358.000000 Penalty: 3894.472168
	Iteration 17Q: 3 clusters Score -1.812536e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 108480 members 
Entering Unmasked Estep 
Score: -18126166.000000 Penalty: 3894.472168
	Iteration 18Q: 3 clusters Score -1.812617e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 110622 members 
Entering Unmasked Estep 
Score: -18126908.000000 Penalty: 3894.472168
	Iteration 19Q: 3 clusters Score -1.812691e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 112650 members 
Entering Unmasked Estep 
Score: -18127480.000000 Penalty: 3894.472168
	Iteration 20F: 3 clusters Score -1.812748e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 114620 members 
Entering Unmasked Estep 
Score: -18127916.000000 Penalty: 3894.472168
	Iteration 21Q: 3 clusters Score -1.812792e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 116561 members 
Entering Unmasked Estep 
Score: -18128494.000000 Penalty: 3894.472168
	Iteration 22Q: 3 clusters Score -1.812849e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 118521 members 
Entering Unmasked Estep 
Score: -18128900.000000 Penalty: 3894.472168
	Iteration 23Q: 3 clusters Score -1.81289e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 120437 members 
Entering Unmasked Estep 
Score: -18129356.000000 Penalty: 3894.472168
	Iteration 24Q: 3 clusters Score -1.812936e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 122328 members 
Entering Unmasked Estep 
Score: -18129680.000000 Penalty: 3894.472168
	Iteration 25Q: 3 clusters Score -1.812968e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -18130088.000000 Penalty: 3894.472168
	Iteration 26Q: 3 clusters Score -1.813009e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 125928 members 
Entering Unmasked Estep 
Score: -18130528.000000 Penalty: 3894.472168
	Iteration 27Q: 3 clusters Score -1.813053e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 127626 members 
Entering Unmasked Estep 
Score: -18130782.000000 Penalty: 3894.472168
	Iteration 28Q: 3 clusters Score -1.813078e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 129243 members 
Entering Unmasked Estep 
Score: -18131186.000000 Penalty: 3894.472168
	Iteration 29Q: 3 clusters Score -1.813119e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 130766 members 
Entering Unmasked Estep 
Score: -18131472.000000 Penalty: 3894.472168
	Iteration 30Q: 3 clusters Score -1.813147e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 132290 members 
Entering Unmasked Estep 
Score: -18131930.000000 Penalty: 3894.472168
	Iteration 31Q: 3 clusters Score -1.813193e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 133715 members 
Entering Unmasked Estep 
Score: -18132192.000000 Penalty: 3894.472168
	Iteration 32Q: 3 clusters Score -1.813219e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 135105 members 
Entering Unmasked Estep 
Score: -18132500.000000 Penalty: 3894.472168
	Iteration 33Q: 3 clusters Score -1.81325e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 136456 members 
Entering Unmasked Estep 
Score: -18132950.000000 Penalty: 3894.472168
	Iteration 34Q: 3 clusters Score -1.813295e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 137786 members 
Entering Unmasked Estep 
Score: -18133318.000000 Penalty: 3894.472168
	Iteration 35Q: 3 clusters Score -1.813332e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 139045 members 
Entering Unmasked Estep 
Score: -18133676.000000 Penalty: 3894.472168
	Iteration 36Q: 3 clusters Score -1.813368e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 140306 members 
Entering Unmasked Estep 
Score: -18134210.000000 Penalty: 3894.472168
	Iteration 37Q: 3 clusters Score -1.813421e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 141591 members 
Entering Unmasked Estep 
Score: -18134658.000000 Penalty: 3894.472168
	Iteration 38Q: 3 clusters Score -1.813466e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 142893 members 
Entering Unmasked Estep 
Score: -18135042.000000 Penalty: 3894.472168
	Iteration 39Q: 3 clusters Score -1.813504e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 144197 members 
Entering Unmasked Estep 
Score: -18135562.000000 Penalty: 3894.472168
	Iteration 40F: 3 clusters Score -1.813556e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 145493 members 
Entering Unmasked Estep 
Score: -18135914.000000 Penalty: 3894.472168
	Iteration 41Q: 3 clusters Score -1.813591e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 146740 members 
Entering Unmasked Estep 
Score: -18136134.000000 Penalty: 3894.472168
	Iteration 42Q: 3 clusters Score -1.813613e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 147871 members 
Entering Unmasked Estep 
Score: -18136384.000000 Penalty: 3894.472168
	Iteration 43Q: 3 clusters Score -1.813638e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 148923 members 
Entering Unmasked Estep 
Score: -18136762.000000 Penalty: 3894.472168
	Iteration 44Q: 3 clusters Score -1.813676e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 149928 members 
Entering Unmasked Estep 
Score: -18137134.000000 Penalty: 3894.472168
	Iteration 45Q: 3 clusters Score -1.813713e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 150815 members 
Entering Unmasked Estep 
Score: -18137224.000000 Penalty: 3894.472168
	Iteration 46Q: 3 clusters Score -1.813722e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 151655 members 
Entering Unmasked Estep 
Score: -18137436.000000 Penalty: 3894.472168
	Iteration 47Q: 3 clusters Score -1.813744e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 152498 members 
Entering Unmasked Estep 
Score: -18137546.000000 Penalty: 3894.472168
	Iteration 48Q: 3 clusters Score -1.813755e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 153228 members 
Entering Unmasked Estep 
Score: -18137598.000000 Penalty: 3894.472168
	Iteration 49Q: 3 clusters Score -1.81376e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 153882 members 
Entering Unmasked Estep 
Score: -18137742.000000 Penalty: 3894.472168
	Iteration 50Q: 3 clusters Score -1.813774e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 154456 members 
Entering Unmasked Estep 
Score: -18137816.000000 Penalty: 3894.472168
	Iteration 51Q: 3 clusters Score -1.813782e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 154993 members 
Entering Unmasked Estep 
Score: -18137832.000000 Penalty: 3894.472168
	Iteration 52Q: 3 clusters Score -1.813783e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 155518 members 
Entering Unmasked Estep 
Score: -18137838.000000 Penalty: 3894.472168
	Iteration 53Q: 3 clusters Score -1.813784e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 156007 members 
Entering Unmasked Estep 
Score: -18137912.000000 Penalty: 3894.472168
	Iteration 54Q: 3 clusters Score -1.813791e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 156399 members 
Entering Unmasked Estep 
Score: -18137964.000000 Penalty: 3894.472168
	Iteration 55Q: 3 clusters Score -1.813796e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 156740 members 
Entering Unmasked Estep 
Score: -18137976.000000 Penalty: 3894.472168
	Iteration 56Q: 3 clusters Score -1.813798e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 157070 members 
Entering Unmasked Estep 
Score: -18137952.000000 Penalty: 3894.472168
	Iteration 57Q: 3 clusters Score -1.813795e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 157343 members 
Entering Unmasked Estep 
Score: -18138002.000000 Penalty: 3894.472168
	Iteration 58Q: 3 clusters Score -1.8138e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 157599 members 
Entering Unmasked Estep 
Score: -18137978.000000 Penalty: 3894.472168
	Iteration 59Q: 3 clusters Score -1.813798e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 157848 members 
Entering Unmasked Estep 
Score: -18137994.000000 Penalty: 3894.472168
	Iteration 60F: 3 clusters Score -1.813799e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 158066 members 
Entering Unmasked Estep 
Score: -18137986.000000 Penalty: 3894.472168
	Iteration 61Q: 3 clusters Score -1.813799e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 158238 members 
Entering Unmasked Estep 
Score: -18137956.000000 Penalty: 3894.472168
	Iteration 62Q: 3 clusters Score -1.813796e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 158392 members 
Entering Unmasked Estep 
Score: -18137914.000000 Penalty: 3894.472168
	Iteration 63Q: 3 clusters Score -1.813791e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 158541 members 
Entering Unmasked Estep 
Score: -18137938.000000 Penalty: 3894.472168
	Iteration 64Q: 3 clusters Score -1.813794e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 158676 members 
Entering Unmasked Estep 
Score: -18137936.000000 Penalty: 3894.472168
	Iteration 65Q: 3 clusters Score -1.813794e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 158772 members 
Entering Unmasked Estep 
Score: -18137934.000000 Penalty: 3894.472168
	Iteration 66Q: 3 clusters Score -1.813793e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 158861 members 
Entering Unmasked Estep 
Score: -18137926.000000 Penalty: 3894.472168
	Iteration 67Q: 3 clusters Score -1.813793e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 158942 members 
Entering Unmasked Estep 
Score: -18137932.000000 Penalty: 3894.472168
	Iteration 68Q: 3 clusters Score -1.813793e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 159012 members 
Entering Unmasked Estep 
Score: -18137922.000000 Penalty: 3894.472168
	Iteration 69Q: 3 clusters Score -1.813792e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 159067 members 
Entering Unmasked Estep 
Score: -18137918.000000 Penalty: 3894.472168
	Iteration 70Q: 3 clusters Score -1.813792e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 159111 members 
Entering Unmasked Estep 
Score: -18137930.000000 Penalty: 3894.472168
	Iteration 71Q: 3 clusters Score -1.813793e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 159145 members 
Entering Unmasked Estep 
Score: -18137954.000000 Penalty: 3894.472168
	Iteration 72Q: 3 clusters Score -1.813795e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 159180 members 
Entering Unmasked Estep 
Score: -18137936.000000 Penalty: 3894.472168
	Iteration 73Q: 3 clusters Score -1.813794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 159201 members 
Entering Unmasked Estep 
Score: -18137948.000000 Penalty: 3894.472168
	Iteration 74Q: 3 clusters Score -1.813795e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 159226 members 
Entering Unmasked Estep 
Score: -18137962.000000 Penalty: 3894.472168
	Iteration 75Q: 3 clusters Score -1.813796e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 159249 members 
Entering Unmasked Estep 
Score: -18137976.000000 Penalty: 3894.472168
	Iteration 76Q: 3 clusters Score -1.813798e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -18137976.000000 Penalty: 3894.472168
	Iteration 77Q: 3 clusters Score -1.813798e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 159298 members 
Entering Unmasked Estep 
Score: -18137964.000000 Penalty: 3894.472168
	Iteration 78Q: 3 clusters Score -1.813796e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 159315 members 
Entering Unmasked Estep 
Score: -18137948.000000 Penalty: 3894.472168
	Iteration 79Q: 3 clusters Score -1.813795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 159328 members 
Entering Unmasked Estep 
Score: -18137934.000000 Penalty: 3894.472168
	Iteration 80F: 3 clusters Score -1.813793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 159343 members 
Entering Unmasked Estep 
Score: -18137960.000000 Penalty: 3894.472168
	Iteration 81Q: 3 clusters Score -1.813796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 159358 members 
Entering Unmasked Estep 
Score: -18137964.000000 Penalty: 3894.472168
	Iteration 82Q: 3 clusters Score -1.813796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 159372 members 
Entering Unmasked Estep 
Score: -18137946.000000 Penalty: 3894.472168
	Iteration 83Q: 3 clusters Score -1.813795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 159383 members 
Entering Unmasked Estep 
Score: -18137934.000000 Penalty: 3894.472168
	Iteration 84Q: 3 clusters Score -1.813793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 159391 members 
Entering Unmasked Estep 
Score: -18137948.000000 Penalty: 3894.472168
	Iteration 85Q: 3 clusters Score -1.813795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 159396 members 
Entering Unmasked Estep 
Score: -18137958.000000 Penalty: 3894.472168
	Iteration 86Q: 3 clusters Score -1.813796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 159401 members 
Entering Unmasked Estep 
Score: -18137952.000000 Penalty: 3894.472168
	Iteration 87Q: 3 clusters Score -1.813795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 159409 members 
Entering Unmasked Estep 
Score: -18137974.000000 Penalty: 3894.472168
	Iteration 88Q: 3 clusters Score -1.813797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 159416 members 
Entering Unmasked Estep 
Score: -18137978.000000 Penalty: 3894.472168
	Iteration 89Q: 3 clusters Score -1.813798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 159421 members 
Entering Unmasked Estep 
Score: -18137972.000000 Penalty: 3894.472168
	Iteration 90Q: 3 clusters Score -1.813797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 159426 members 
Entering Unmasked Estep 
Score: -18137986.000000 Penalty: 3894.472168
	Iteration 91Q: 3 clusters Score -1.813799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 159427 members 
Entering Unmasked Estep 
Score: -18137986.000000 Penalty: 3894.472168
	Iteration 92Q: 3 clusters Score -1.813799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 159431 members 
Entering Unmasked Estep 
Score: -18137978.000000 Penalty: 3894.472168
	Iteration 93Q: 3 clusters Score -1.813798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 159435 members 
Entering Unmasked Estep 
Score: -18137988.000000 Penalty: 3894.472168
	Iteration 94Q: 3 clusters Score -1.813799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 159441 members 
Entering Unmasked Estep 
Score: -18137986.000000 Penalty: 3894.472168
	Iteration 95Q: 3 clusters Score -1.813799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 159447 members 
Entering Unmasked Estep 
Score: -18137976.000000 Penalty: 3894.472168
	Iteration 96Q: 3 clusters Score -1.813798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 159449 members 
Entering Unmasked Estep 
Score: -18137988.000000 Penalty: 3894.472168
	Iteration 97Q: 3 clusters Score -1.813799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 159451 members 
Entering Unmasked Estep 
Score: -18137974.000000 Penalty: 3894.472168
	Iteration 98Q: 3 clusters Score -1.813797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 159452 members 
Entering Unmasked Estep 
Score: -18137984.000000 Penalty: 3894.472168
	Iteration 99Q: 3 clusters Score -1.813798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 159454 members 
Entering Unmasked Estep 
Score: -18137986.000000 Penalty: 3894.472168
	Iteration 100F: 3 clusters Score -1.813799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 159456 members 
Entering Unmasked Estep 
Score: -18137978.000000 Penalty: 3894.472168
	Iteration 101Q: 3 clusters Score -1.813798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 159460 members 
Entering Unmasked Estep 
Score: -18137976.000000 Penalty: 3894.472168
	Iteration 102Q: 3 clusters Score -1.813798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 159464 members 
Entering Unmasked Estep 
Score: -18137970.000000 Penalty: 3894.472168
	Iteration 103Q: 3 clusters Score -1.813797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 159468 members 
Entering Unmasked Estep 
Score: -18137960.000000 Penalty: 3894.472168
	Iteration 104Q: 3 clusters Score -1.813796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 159473 members 
Entering Unmasked Estep 
Score: -18137982.000000 Penalty: 3894.472168
	Iteration 105Q: 3 clusters Score -1.813798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 159473 members 
Entering Unmasked Estep 
Score: -18137986.000000 Penalty: 3894.472168
	Iteration 106Q: 3 clusters Score -1.813799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 159475 members 
Entering Unmasked Estep 
Score: -18137984.000000 Penalty: 3894.472168
	Iteration 107Q: 3 clusters Score -1.813798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 159476 members 
Entering Unmasked Estep 
Score: -18137982.000000 Penalty: 3894.472168
	Iteration 108Q: 3 clusters Score -1.813798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 159478 members 
Entering Unmasked Estep 
Score: -18137980.000000 Penalty: 3894.472168
	Iteration 109Q: 3 clusters Score -1.813798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 159478 members 
Entering Unmasked Estep 
Score: -18137980.000000 Penalty: 3894.472168
	Iteration 110F: 3 clusters Score -1.813798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101503 members 
Entering Unmasked Estep 
Score: -11678412.000000 Penalty: 1873.274536
	Iteration 0F: 2 clusters Score -1.167841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -11613430.000000 Penalty: 3746.549072
	Iteration 0F: 3 clusters Score -1.161343e+07 nChanged 48507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -11640775.000000 Penalty: 3746.549072
	Iteration 1F: 3 clusters Score -1.164078e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -11641407.000000 Penalty: 3746.549072
	Iteration 2Q: 3 clusters Score -1.164141e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -11642288.000000 Penalty: 3746.549072
	Iteration 3Q: 3 clusters Score -1.164229e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 55207 members 
Entering Unmasked Estep 
Score: -11643422.000000 Penalty: 3746.549072
	Iteration 4Q: 3 clusters Score -1.164342e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -11644812.000000 Penalty: 3746.549072
	Iteration 5Q: 3 clusters Score -1.164481e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -11646828.000000 Penalty: 3746.549072
	Iteration 6Q: 3 clusters Score -1.164683e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -11649518.000000 Penalty: 3746.549072
	Iteration 7F: 3 clusters Score -1.164952e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 71475 members 
Entering Unmasked Estep 
Score: -11653812.000000 Penalty: 3746.549072
	Iteration 8F: 3 clusters Score -1.165381e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
Score: -11659825.000000 Penalty: 3746.549072
	Iteration 9F: 3 clusters Score -1.165982e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 85956 members 
Entering Unmasked Estep 
Score: -11665887.000000 Penalty: 3746.549072
	Iteration 10F: 3 clusters Score -1.166589e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 92086 members 
Entering Unmasked Estep 
Score: -11670942.000000 Penalty: 3746.549072
	Iteration 11F: 3 clusters Score -1.167094e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 96049 members 
Entering Unmasked Estep 
Score: -11674101.000000 Penalty: 3746.549072
	Iteration 12Q: 3 clusters Score -1.16741e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -11675679.000000 Penalty: 3746.549072
	Iteration 13Q: 3 clusters Score -1.167568e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 98997 members 
Entering Unmasked Estep 
Score: -11676425.000000 Penalty: 3746.549072
	Iteration 14Q: 3 clusters Score -1.167642e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -11676802.000000 Penalty: 3746.549072
	Iteration 15Q: 3 clusters Score -1.16768e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 99585 members 
Entering Unmasked Estep 
Score: -11676987.000000 Penalty: 3746.549072
	Iteration 16Q: 3 clusters Score -1.167699e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -11677106.000000 Penalty: 3746.549072
	Iteration 17Q: 3 clusters Score -1.167711e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 99801 members 
Entering Unmasked Estep 
Score: -11677163.000000 Penalty: 3746.549072
	Iteration 18Q: 3 clusters Score -1.167716e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 99875 members 
Entering Unmasked Estep 
Score: -11677184.000000 Penalty: 3746.549072
	Iteration 19Q: 3 clusters Score -1.167718e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 99940 members 
Entering Unmasked Estep 
Score: -11677250.000000 Penalty: 3746.549072
	Iteration 20F: 3 clusters Score -1.167725e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 99987 members 
Entering Unmasked Estep 
Score: -11677311.000000 Penalty: 3746.549072
	Iteration 21Q: 3 clusters Score -1.167731e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -11677370.000000 Penalty: 3746.549072
	Iteration 22Q: 3 clusters Score -1.167737e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 100043 members 
Entering Unmasked Estep 
Score: -11677371.000000 Penalty: 3746.549072
	Iteration 23Q: 3 clusters Score -1.167737e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 100070 members 
Entering Unmasked Estep 
Score: -11677358.000000 Penalty: 3746.549072
	Iteration 24Q: 3 clusters Score -1.167736e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 100079 members 
Entering Unmasked Estep 
Score: -11677392.000000 Penalty: 3746.549072
	Iteration 25Q: 3 clusters Score -1.167739e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 100096 members 
Entering Unmasked Estep 
Score: -11677388.000000 Penalty: 3746.549072
	Iteration 26Q: 3 clusters Score -1.167739e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 100124 members 
Entering Unmasked Estep 
Score: -11677402.000000 Penalty: 3746.549072
	Iteration 27Q: 3 clusters Score -1.16774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 100139 members 
Entering Unmasked Estep 
Score: -11677401.000000 Penalty: 3746.549072
	Iteration 28Q: 3 clusters Score -1.16774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 100153 members 
Entering Unmasked Estep 
Score: -11677391.000000 Penalty: 3746.549072
	Iteration 29Q: 3 clusters Score -1.167739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 100157 members 
Entering Unmasked Estep 
Score: -11677388.000000 Penalty: 3746.549072
	Iteration 30Q: 3 clusters Score -1.167739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -11677387.000000 Penalty: 3746.549072
	Iteration 31Q: 3 clusters Score -1.167739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 100161 members 
Entering Unmasked Estep 
Score: -11677398.000000 Penalty: 3746.549072
	Iteration 32Q: 3 clusters Score -1.16774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -11677401.000000 Penalty: 3746.549072
	Iteration 33Q: 3 clusters Score -1.16774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -11677390.000000 Penalty: 3746.549072
	Iteration 34Q: 3 clusters Score -1.167739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -11677399.000000 Penalty: 3746.549072
	Iteration 35Q: 3 clusters Score -1.16774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -11677394.000000 Penalty: 3746.549072
	Iteration 36Q: 3 clusters Score -1.167739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -11677396.000000 Penalty: 3746.549072
	Iteration 37Q: 3 clusters Score -1.16774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -11677397.000000 Penalty: 3746.549072
	Iteration 38Q: 3 clusters Score -1.16774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 100161 members 
Entering Unmasked Estep 
Score: -11677402.000000 Penalty: 3746.549072
	Iteration 39Q: 3 clusters Score -1.16774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 100161 members 
Entering Unmasked Estep 
Score: -11677402.000000 Penalty: 3746.549072
	Iteration 40F: 3 clusters Score -1.16774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Entering Unmasked Estep 
Score: -5291344.000000 Penalty: 1742.409180
	Iteration 0F: 2 clusters Score -5291344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -5261160.000000 Penalty: 3484.818359
	Iteration 0F: 3 clusters Score -5261160 nChanged 21107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -5273011.000000 Penalty: 3484.818359
	Iteration 1F: 3 clusters Score -5273011 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -5273436.000000 Penalty: 3484.818359
	Iteration 2Q: 3 clusters Score -5273436 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -5273978.500000 Penalty: 3484.818359
	Iteration 3Q: 3 clusters Score -5273978 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -5274781.500000 Penalty: 3484.818359
	Iteration 4Q: 3 clusters Score -5274782 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -5275982.500000 Penalty: 3484.818359
	Iteration 5F: 3 clusters Score -5275982 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -5277960.500000 Penalty: 3484.818359
	Iteration 6F: 3 clusters Score -5277960 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -5280884.500000 Penalty: 3484.818359
	Iteration 7F: 3 clusters Score -5280884 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -5284529.000000 Penalty: 3484.818359
	Iteration 8F: 3 clusters Score -5284529 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -5287537.000000 Penalty: 3484.818359
	Iteration 9F: 3 clusters Score -5287537 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -5289116.000000 Penalty: 3484.818359
	Iteration 10Q: 3 clusters Score -5289116 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -5289579.500000 Penalty: 3484.818359
	Iteration 11Q: 3 clusters Score -5289580 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -5289724.500000 Penalty: 3484.818359
	Iteration 12Q: 3 clusters Score -5289724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -5289780.500000 Penalty: 3484.818359
	Iteration 13Q: 3 clusters Score -5289780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -5289797.000000 Penalty: 3484.818359
	Iteration 14Q: 3 clusters Score -5289797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -5289808.000000 Penalty: 3484.818359
	Iteration 15Q: 3 clusters Score -5289808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -5289823.500000 Penalty: 3484.818359
	Iteration 16Q: 3 clusters Score -5289824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -5289824.500000 Penalty: 3484.818359
	Iteration 17Q: 3 clusters Score -5289824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -5289830.500000 Penalty: 3484.818359
	Iteration 18Q: 3 clusters Score -5289830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -5289838.500000 Penalty: 3484.818359
	Iteration 19Q: 3 clusters Score -5289838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -5289845.000000 Penalty: 3484.818359
	Iteration 20F: 3 clusters Score -5289845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -5289850.000000 Penalty: 3484.818359
	Iteration 21Q: 3 clusters Score -5289850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -5289851.500000 Penalty: 3484.818359
	Iteration 22Q: 3 clusters Score -5289852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -5289849.500000 Penalty: 3484.818359
	Iteration 23Q: 3 clusters Score -5289850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -5289854.000000 Penalty: 3484.818359
	Iteration 24Q: 3 clusters Score -5289854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -5289853.000000 Penalty: 3484.818359
	Iteration 25Q: 3 clusters Score -5289853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -5289853.000000 Penalty: 3484.818359
	Iteration 26F: 3 clusters Score -5289853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Entering Unmasked Estep 
Score: -8936453.000000 Penalty: 1828.078613
	Iteration 0F: 2 clusters Score -8936453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -8885261.000000 Penalty: 3656.157227
	Iteration 0F: 3 clusters Score -8885261 nChanged 36443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -8906018.000000 Penalty: 3656.157227
	Iteration 1F: 3 clusters Score -8906018 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -8906663.000000 Penalty: 3656.157227
	Iteration 2Q: 3 clusters Score -8906663 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -8907452.000000 Penalty: 3656.157227
	Iteration 3Q: 3 clusters Score -8907452 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -8908750.000000 Penalty: 3656.157227
	Iteration 4Q: 3 clusters Score -8908750 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -8911037.000000 Penalty: 3656.157227
	Iteration 5F: 3 clusters Score -8911037 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -8914884.000000 Penalty: 3656.157227
	Iteration 6F: 3 clusters Score -8914884 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -8920460.000000 Penalty: 3656.157227
	Iteration 7F: 3 clusters Score -8920460 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 68029 members 
Entering Unmasked Estep 
Score: -8926651.000000 Penalty: 3656.157227
	Iteration 8F: 3 clusters Score -8926651 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -8931005.000000 Penalty: 3656.157227
	Iteration 9F: 3 clusters Score -8931005 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 75029 members 
Entering Unmasked Estep 
Score: -8933268.000000 Penalty: 3656.157227
	Iteration 10Q: 3 clusters Score -8933268 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -8934243.000000 Penalty: 3656.157227
	Iteration 11Q: 3 clusters Score -8934243 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -8934586.000000 Penalty: 3656.157227
	Iteration 12Q: 3 clusters Score -8934586 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -8934716.000000 Penalty: 3656.157227
	Iteration 13Q: 3 clusters Score -8934716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -8934775.000000 Penalty: 3656.157227
	Iteration 14Q: 3 clusters Score -8934775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -8934801.000000 Penalty: 3656.157227
	Iteration 15Q: 3 clusters Score -8934801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 76690 members 
Entering Unmasked Estep 
Score: -8934836.000000 Penalty: 3656.157227
	Iteration 16Q: 3 clusters Score -8934836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -8934853.000000 Penalty: 3656.157227
	Iteration 17Q: 3 clusters Score -8934853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 76702 members 
Entering Unmasked Estep 
Score: -8934868.000000 Penalty: 3656.157227
	Iteration 18Q: 3 clusters Score -8934868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 76706 members 
Entering Unmasked Estep 
Score: -8934874.000000 Penalty: 3656.157227
	Iteration 19Q: 3 clusters Score -8934874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -8934874.000000 Penalty: 3656.157227
	Iteration 20F: 3 clusters Score -8934874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -8934872.000000 Penalty: 3656.157227
	Iteration 21Q: 3 clusters Score -8934872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -8934878.000000 Penalty: 3656.157227
	Iteration 22Q: 3 clusters Score -8934878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -8934878.000000 Penalty: 3656.157227
	Iteration 23F: 3 clusters Score -8934878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126048 members 
Entering Unmasked Estep 
Score: -14250446.000000 Penalty: 1908.467896
	Iteration 0F: 2 clusters Score -1.425045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -14166037.000000 Penalty: 3816.935791
	Iteration 0F: 3 clusters Score -1.416604e+07 nChanged 60617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 68480 members 
Entering Unmasked Estep 
Score: -14202334.000000 Penalty: 3816.935791
	Iteration 1F: 3 clusters Score -1.420233e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -14204098.000000 Penalty: 3816.935791
	Iteration 2Q: 3 clusters Score -1.42041e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -14206914.000000 Penalty: 3816.935791
	Iteration 3Q: 3 clusters Score -1.420691e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -14211047.000000 Penalty: 3816.935791
	Iteration 4F: 3 clusters Score -1.421105e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -14217864.000000 Penalty: 3816.935791
	Iteration 5F: 3 clusters Score -1.421786e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 100536 members 
Entering Unmasked Estep 
Score: -14227153.000000 Penalty: 3816.935791
	Iteration 6F: 3 clusters Score -1.422715e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 109560 members 
Entering Unmasked Estep 
Score: -14236535.000000 Penalty: 3816.935791
	Iteration 7F: 3 clusters Score -1.423654e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 115633 members 
Entering Unmasked Estep 
Score: -14242784.000000 Penalty: 3816.935791
	Iteration 8F: 3 clusters Score -1.424278e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 118878 members 
Entering Unmasked Estep 
Score: -14245799.000000 Penalty: 3816.935791
	Iteration 9Q: 3 clusters Score -1.42458e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 120777 members 
Entering Unmasked Estep 
Score: -14247299.000000 Penalty: 3816.935791
	Iteration 10Q: 3 clusters Score -1.42473e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 121896 members 
Entering Unmasked Estep 
Score: -14248068.000000 Penalty: 3816.935791
	Iteration 11Q: 3 clusters Score -1.424807e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 122647 members 
Entering Unmasked Estep 
Score: -14248576.000000 Penalty: 3816.935791
	Iteration 12Q: 3 clusters Score -1.424858e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 123179 members 
Entering Unmasked Estep 
Score: -14248891.000000 Penalty: 3816.935791
	Iteration 13Q: 3 clusters Score -1.424889e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 123536 members 
Entering Unmasked Estep 
Score: -14249039.000000 Penalty: 3816.935791
	Iteration 14Q: 3 clusters Score -1.424904e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 123783 members 
Entering Unmasked Estep 
Score: -14249164.000000 Penalty: 3816.935791
	Iteration 15Q: 3 clusters Score -1.424916e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 123961 members 
Entering Unmasked Estep 
Score: -14249261.000000 Penalty: 3816.935791
	Iteration 16Q: 3 clusters Score -1.424926e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 124083 members 
Entering Unmasked Estep 
Score: -14249343.000000 Penalty: 3816.935791
	Iteration 17Q: 3 clusters Score -1.424934e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 124177 members 
Entering Unmasked Estep 
Score: -14249382.000000 Penalty: 3816.935791
	Iteration 18Q: 3 clusters Score -1.424938e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 124248 members 
Entering Unmasked Estep 
Score: -14249432.000000 Penalty: 3816.935791
	Iteration 19Q: 3 clusters Score -1.424943e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 124325 members 
Entering Unmasked Estep 
Score: -14249443.000000 Penalty: 3816.935791
	Iteration 20F: 3 clusters Score -1.424944e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 124373 members 
Entering Unmasked Estep 
Score: -14249515.000000 Penalty: 3816.935791
	Iteration 21Q: 3 clusters Score -1.424952e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 124414 members 
Entering Unmasked Estep 
Score: -14249545.000000 Penalty: 3816.935791
	Iteration 22Q: 3 clusters Score -1.424954e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -14249589.000000 Penalty: 3816.935791
	Iteration 23Q: 3 clusters Score -1.424959e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 124475 members 
Entering Unmasked Estep 
Score: -14249617.000000 Penalty: 3816.935791
	Iteration 24Q: 3 clusters Score -1.424962e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 124487 members 
Entering Unmasked Estep 
Score: -14249623.000000 Penalty: 3816.935791
	Iteration 25Q: 3 clusters Score -1.424962e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 124498 members 
Entering Unmasked Estep 
Score: -14249628.000000 Penalty: 3816.935791
	Iteration 26Q: 3 clusters Score -1.424963e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 124503 members 
Entering Unmasked Estep 
Score: -14249634.000000 Penalty: 3816.935791
	Iteration 27Q: 3 clusters Score -1.424963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 124510 members 
Entering Unmasked Estep 
Score: -14249651.000000 Penalty: 3816.935791
	Iteration 28Q: 3 clusters Score -1.424965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 124516 members 
Entering Unmasked Estep 
Score: -14249656.000000 Penalty: 3816.935791
	Iteration 29Q: 3 clusters Score -1.424966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 124519 members 
Entering Unmasked Estep 
Score: -14249666.000000 Penalty: 3816.935791
	Iteration 30Q: 3 clusters Score -1.424967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 124524 members 
Entering Unmasked Estep 
Score: -14249655.000000 Penalty: 3816.935791
	Iteration 31Q: 3 clusters Score -1.424966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 124525 members 
Entering Unmasked Estep 
Score: -14249652.000000 Penalty: 3816.935791
	Iteration 32Q: 3 clusters Score -1.424965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 124523 members 
Entering Unmasked Estep 
Score: -14249645.000000 Penalty: 3816.935791
	Iteration 33Q: 3 clusters Score -1.424964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 124526 members 
Entering Unmasked Estep 
Score: -14249654.000000 Penalty: 3816.935791
	Iteration 34Q: 3 clusters Score -1.424965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 124526 members 
Entering Unmasked Estep 
Score: -14249642.000000 Penalty: 3816.935791
	Iteration 35Q: 3 clusters Score -1.424964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 124526 members 
Entering Unmasked Estep 
Score: -14249645.000000 Penalty: 3816.935791
	Iteration 36Q: 3 clusters Score -1.424964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 124522 members 
Entering Unmasked Estep 
Score: -14249651.000000 Penalty: 3816.935791
	Iteration 37Q: 3 clusters Score -1.424965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 124518 members 
Entering Unmasked Estep 
Score: -14249651.000000 Penalty: 3816.935791
	Iteration 38Q: 3 clusters Score -1.424965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 124518 members 
Entering Unmasked Estep 
Score: -14249654.000000 Penalty: 3816.935791
	Iteration 39Q: 3 clusters Score -1.424965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 124517 members 
Entering Unmasked Estep 
Score: -14249660.000000 Penalty: 3816.935791
	Iteration 40F: 3 clusters Score -1.424966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 124516 members 
Entering Unmasked Estep 
Score: -14249654.000000 Penalty: 3816.935791
	Iteration 41Q: 3 clusters Score -1.424965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 124516 members 
Entering Unmasked Estep 
Score: -14249654.000000 Penalty: 3816.935791
	Iteration 42F: 3 clusters Score -1.424965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Entering Unmasked Estep 
Score: -1699439.125000 Penalty: 1565.765015
	Iteration 0F: 2 clusters Score -1699439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1688894.625000 Penalty: 3131.530029
	Iteration 0F: 3 clusters Score -1688895 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1692477.500000 Penalty: 3131.530029
	Iteration 1F: 3 clusters Score -1692478 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1692746.125000 Penalty: 3131.530029
	Iteration 2Q: 3 clusters Score -1692746 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1693002.625000 Penalty: 3131.530029
	Iteration 3Q: 3 clusters Score -1693003 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1693277.250000 Penalty: 3131.530029
	Iteration 4Q: 3 clusters Score -1693277 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1693599.125000 Penalty: 3131.530029
	Iteration 5Q: 3 clusters Score -1693599 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1694012.250000 Penalty: 3131.530029
	Iteration 6Q: 3 clusters Score -1694012 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1694547.125000 Penalty: 3131.530029
	Iteration 7F: 3 clusters Score -1694547 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1695241.500000 Penalty: 3131.530029
	Iteration 8F: 3 clusters Score -1695242 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1695990.000000 Penalty: 3131.530029
	Iteration 9F: 3 clusters Score -1695990 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1696711.250000 Penalty: 3131.530029
	Iteration 10F: 3 clusters Score -1696711 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1697269.125000 Penalty: 3131.530029
	Iteration 11Q: 3 clusters Score -1697269 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1697629.250000 Penalty: 3131.530029
	Iteration 12Q: 3 clusters Score -1697629 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1697809.875000 Penalty: 3131.530029
	Iteration 13Q: 3 clusters Score -1697810 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1697943.625000 Penalty: 3131.530029
	Iteration 14Q: 3 clusters Score -1697944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1697998.375000 Penalty: 3131.530029
	Iteration 15Q: 3 clusters Score -1697998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1698026.250000 Penalty: 3131.530029
	Iteration 16Q: 3 clusters Score -1698026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1698044.625000 Penalty: 3131.530029
	Iteration 17Q: 3 clusters Score -1698045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1698058.375000 Penalty: 3131.530029
	Iteration 18Q: 3 clusters Score -1698058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1698068.000000 Penalty: 3131.530029
	Iteration 19Q: 3 clusters Score -1698068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1698075.875000 Penalty: 3131.530029
	Iteration 20F: 3 clusters Score -1698076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1698076.375000 Penalty: 3131.530029
	Iteration 21Q: 3 clusters Score -1698076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1698076.375000 Penalty: 3131.530029
	Iteration 22F: 3 clusters Score -1698076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -54983.503906 Penalty: 1016.247192
	Iteration 0F: 2 clusters Score -54983.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53892.023438 Penalty: 2032.494385
	Iteration 0F: 3 clusters Score -53892.02 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54029.476562 Penalty: 2032.494385
	Iteration 1F: 3 clusters Score -54029.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54067.222656 Penalty: 2032.494385
	Iteration 2F: 3 clusters Score -54067.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54083.144531 Penalty: 2032.494385
	Iteration 3Q: 3 clusters Score -54083.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54100.757812 Penalty: 2032.494385
	Iteration 4Q: 3 clusters Score -54100.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54100.757812 Penalty: 2032.494385
	Iteration 5F: 3 clusters Score -54100.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Entering Unmasked Estep 
Score: -4268034.500000 Penalty: 1716.222656
	Iteration 0F: 2 clusters Score -4268034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -4242240.000000 Penalty: 3432.445312
	Iteration 0F: 3 clusters Score -4242240 nChanged 17968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -4252167.500000 Penalty: 3432.445312
	Iteration 1F: 3 clusters Score -4252168 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -4252917.000000 Penalty: 3432.445312
	Iteration 2Q: 3 clusters Score -4252917 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -4253995.500000 Penalty: 3432.445312
	Iteration 3F: 3 clusters Score -4253996 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -4255745.000000 Penalty: 3432.445312
	Iteration 4F: 3 clusters Score -4255745 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -4258297.000000 Penalty: 3432.445312
	Iteration 5F: 3 clusters Score -4258297 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -4261223.000000 Penalty: 3432.445312
	Iteration 6F: 3 clusters Score -4261223 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4263586.000000 Penalty: 3432.445312
	Iteration 7F: 3 clusters Score -4263586 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4265017.000000 Penalty: 3432.445312
	Iteration 8Q: 3 clusters Score -4265017 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4265858.000000 Penalty: 3432.445312
	Iteration 9Q: 3 clusters Score -4265858 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4266278.500000 Penalty: 3432.445312
	Iteration 10Q: 3 clusters Score -4266278 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4266518.000000 Penalty: 3432.445312
	Iteration 11Q: 3 clusters Score -4266518 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4266602.500000 Penalty: 3432.445312
	Iteration 12Q: 3 clusters Score -4266602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4266677.500000 Penalty: 3432.445312
	Iteration 13Q: 3 clusters Score -4266678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4266734.500000 Penalty: 3432.445312
	Iteration 14Q: 3 clusters Score -4266734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4266765.500000 Penalty: 3432.445312
	Iteration 15Q: 3 clusters Score -4266766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4266781.500000 Penalty: 3432.445312
	Iteration 16Q: 3 clusters Score -4266782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4266796.000000 Penalty: 3432.445312
	Iteration 17Q: 3 clusters Score -4266796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4266809.500000 Penalty: 3432.445312
	Iteration 18Q: 3 clusters Score -4266810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4266827.000000 Penalty: 3432.445312
	Iteration 19Q: 3 clusters Score -4266827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4266852.000000 Penalty: 3432.445312
	Iteration 20F: 3 clusters Score -4266852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4266862.000000 Penalty: 3432.445312
	Iteration 21Q: 3 clusters Score -4266862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4266873.000000 Penalty: 3432.445312
	Iteration 22Q: 3 clusters Score -4266873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4266888.000000 Penalty: 3432.445312
	Iteration 23Q: 3 clusters Score -4266888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4266903.500000 Penalty: 3432.445312
	Iteration 24Q: 3 clusters Score -4266904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4266921.000000 Penalty: 3432.445312
	Iteration 25Q: 3 clusters Score -4266921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4266922.000000 Penalty: 3432.445312
	Iteration 26Q: 3 clusters Score -4266922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4266922.000000 Penalty: 3432.445312
	Iteration 27F: 3 clusters Score -4266922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -261892.921875 Penalty: 1268.654297
	Iteration 0F: 2 clusters Score -261892.9 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 1221 members 
Entering Unmasked Estep 
Score: -259554.781250 Penalty: 2537.308594
	Iteration 0F: 3 clusters Score -259554.8 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -260185.718750 Penalty: 2537.308594
	Iteration 1F: 3 clusters Score -260185.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -260468.859375 Penalty: 2537.308594
	Iteration 2F: 3 clusters Score -260468.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -260806.890625 Penalty: 2537.308594
	Iteration 3F: 3 clusters Score -260806.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -261109.968750 Penalty: 2537.308594
	Iteration 4F: 3 clusters Score -261110 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -261289.546875 Penalty: 2537.308594
	Iteration 5F: 3 clusters Score -261289.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -261385.234375 Penalty: 2537.308594
	Iteration 6Q: 3 clusters Score -261385.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -261443.125000 Penalty: 2537.308594
	Iteration 7Q: 3 clusters Score -261443.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -261477.703125 Penalty: 2537.308594
	Iteration 8Q: 3 clusters Score -261477.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -261511.171875 Penalty: 2537.308594
	Iteration 9Q: 3 clusters Score -261511.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -261528.421875 Penalty: 2537.308594
	Iteration 10Q: 3 clusters Score -261528.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -261541.843750 Penalty: 2537.308594
	Iteration 11Q: 3 clusters Score -261541.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -261548.578125 Penalty: 2537.308594
	Iteration 12Q: 3 clusters Score -261548.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -261553.359375 Penalty: 2537.308594
	Iteration 13Q: 3 clusters Score -261553.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -261554.640625 Penalty: 2537.308594
	Iteration 14Q: 3 clusters Score -261554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -261555.093750 Penalty: 2537.308594
	Iteration 15Q: 3 clusters Score -261555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -261555.828125 Penalty: 2537.308594
	Iteration 16Q: 3 clusters Score -261555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -261555.890625 Penalty: 2537.308594
	Iteration 17Q: 3 clusters Score -261555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -261555.890625 Penalty: 2537.308594
	Iteration 18F: 3 clusters Score -261555.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -52834.808594 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -52834.81 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 262 members 
Entering Unmasked Estep 
Score: -51757.062500 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -51757.06 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -51919.246094 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -51919.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51964.648438 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -51964.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51996.324219 Penalty: 2013.844360
	Iteration 3Q: 3 clusters Score -51996.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52014.382812 Penalty: 2013.844360
	Iteration 4Q: 3 clusters Score -52014.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52020.597656 Penalty: 2013.844360
	Iteration 5Q: 3 clusters Score -52020.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52032.957031 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -52032.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52044.171875 Penalty: 2013.844360
	Iteration 7Q: 3 clusters Score -52044.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52052.527344 Penalty: 2013.844360
	Iteration 8Q: 3 clusters Score -52052.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52058.386719 Penalty: 2013.844360
	Iteration 9Q: 3 clusters Score -52058.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52062.097656 Penalty: 2013.844360
	Iteration 10Q: 3 clusters Score -52062.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52064.707031 Penalty: 2013.844360
	Iteration 11Q: 3 clusters Score -52064.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52064.707031 Penalty: 2013.844360
	Iteration 12F: 3 clusters Score -52064.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Entering Unmasked Estep 
Score: -419229.656250 Penalty: 1335.246094
	Iteration 0F: 2 clusters Score -419229.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -416137.312500 Penalty: 2670.492188
	Iteration 0F: 3 clusters Score -416137.3 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -416970.437500 Penalty: 2670.492188
	Iteration 1F: 3 clusters Score -416970.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -417122.531250 Penalty: 2670.492188
	Iteration 2F: 3 clusters Score -417122.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -417220.000000 Penalty: 2670.492188
	Iteration 3Q: 3 clusters Score -417220 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -417311.500000 Penalty: 2670.492188
	Iteration 4Q: 3 clusters Score -417311.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -417399.406250 Penalty: 2670.492188
	Iteration 5Q: 3 clusters Score -417399.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -417492.968750 Penalty: 2670.492188
	Iteration 6Q: 3 clusters Score -417493 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -417589.843750 Penalty: 2670.492188
	Iteration 7Q: 3 clusters Score -417589.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -417697.781250 Penalty: 2670.492188
	Iteration 8Q: 3 clusters Score -417697.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -417828.843750 Penalty: 2670.492188
	Iteration 9Q: 3 clusters Score -417828.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -417991.968750 Penalty: 2670.492188
	Iteration 10Q: 3 clusters Score -417992 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -418168.125000 Penalty: 2670.492188
	Iteration 11Q: 3 clusters Score -418168.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -418308.156250 Penalty: 2670.492188
	Iteration 12Q: 3 clusters Score -418308.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -418400.312500 Penalty: 2670.492188
	Iteration 13Q: 3 clusters Score -418400.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -418446.812500 Penalty: 2670.492188
	Iteration 14Q: 3 clusters Score -418446.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -418468.593750 Penalty: 2670.492188
	Iteration 15Q: 3 clusters Score -418468.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -418484.843750 Penalty: 2670.492188
	Iteration 16Q: 3 clusters Score -418484.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -418494.968750 Penalty: 2670.492188
	Iteration 17Q: 3 clusters Score -418495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -418503.468750 Penalty: 2670.492188
	Iteration 18Q: 3 clusters Score -418503.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -418509.250000 Penalty: 2670.492188
	Iteration 19Q: 3 clusters Score -418509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -418512.156250 Penalty: 2670.492188
	Iteration 20F: 3 clusters Score -418512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -418513.187500 Penalty: 2670.492188
	Iteration 21Q: 3 clusters Score -418513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -418515.468750 Penalty: 2670.492188
	Iteration 22Q: 3 clusters Score -418515.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -418515.468750 Penalty: 2670.492188
	Iteration 23F: 3 clusters Score -418515.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Entering Unmasked Estep 
Score: -1142827.000000 Penalty: 1494.850098
	Iteration 0F: 2 clusters Score -1142827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1135652.750000 Penalty: 2989.700195
	Iteration 0F: 3 clusters Score -1135653 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1138064.125000 Penalty: 2989.700195
	Iteration 1F: 3 clusters Score -1138064 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1138311.250000 Penalty: 2989.700195
	Iteration 2F: 3 clusters Score -1138311 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1138490.625000 Penalty: 2989.700195
	Iteration 3Q: 3 clusters Score -1138491 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1138636.375000 Penalty: 2989.700195
	Iteration 4Q: 3 clusters Score -1138636 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1138777.625000 Penalty: 2989.700195
	Iteration 5Q: 3 clusters Score -1138778 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1138908.000000 Penalty: 2989.700195
	Iteration 6Q: 3 clusters Score -1138908 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1139049.875000 Penalty: 2989.700195
	Iteration 7Q: 3 clusters Score -1139050 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1139195.250000 Penalty: 2989.700195
	Iteration 8Q: 3 clusters Score -1139195 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1139370.750000 Penalty: 2989.700195
	Iteration 9Q: 3 clusters Score -1139371 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1139543.875000 Penalty: 2989.700195
	Iteration 10Q: 3 clusters Score -1139544 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1139735.875000 Penalty: 2989.700195
	Iteration 11Q: 3 clusters Score -1139736 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1139958.500000 Penalty: 2989.700195
	Iteration 12Q: 3 clusters Score -1139958 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1140210.750000 Penalty: 2989.700195
	Iteration 13Q: 3 clusters Score -1140211 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1140450.125000 Penalty: 2989.700195
	Iteration 14Q: 3 clusters Score -1140450 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1140669.750000 Penalty: 2989.700195
	Iteration 15Q: 3 clusters Score -1140670 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1140847.625000 Penalty: 2989.700195
	Iteration 16Q: 3 clusters Score -1140848 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1140973.750000 Penalty: 2989.700195
	Iteration 17Q: 3 clusters Score -1140974 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1141081.750000 Penalty: 2989.700195
	Iteration 18Q: 3 clusters Score -1141082 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1141173.750000 Penalty: 2989.700195
	Iteration 19Q: 3 clusters Score -1141174 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1141247.625000 Penalty: 2989.700195
	Iteration 20F: 3 clusters Score -1141248 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1141305.625000 Penalty: 2989.700195
	Iteration 21Q: 3 clusters Score -1141306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1141349.750000 Penalty: 2989.700195
	Iteration 22Q: 3 clusters Score -1141350 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1141404.000000 Penalty: 2989.700195
	Iteration 23Q: 3 clusters Score -1141404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1141452.000000 Penalty: 2989.700195
	Iteration 24Q: 3 clusters Score -1141452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1141486.875000 Penalty: 2989.700195
	Iteration 25Q: 3 clusters Score -1141487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1141522.750000 Penalty: 2989.700195
	Iteration 26Q: 3 clusters Score -1141523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1141543.625000 Penalty: 2989.700195
	Iteration 27Q: 3 clusters Score -1141544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1141555.125000 Penalty: 2989.700195
	Iteration 28Q: 3 clusters Score -1141555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1141562.375000 Penalty: 2989.700195
	Iteration 29Q: 3 clusters Score -1141562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1141566.875000 Penalty: 2989.700195
	Iteration 30Q: 3 clusters Score -1141567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1141571.000000 Penalty: 2989.700195
	Iteration 31Q: 3 clusters Score -1141571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1141573.375000 Penalty: 2989.700195
	Iteration 32Q: 3 clusters Score -1141573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1141574.375000 Penalty: 2989.700195
	Iteration 33Q: 3 clusters Score -1141574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1141574.750000 Penalty: 2989.700195
	Iteration 34Q: 3 clusters Score -1141575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1141574.750000 Penalty: 2989.700195
	Iteration 35F: 3 clusters Score -1141575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Entering Unmasked Estep 
Score: -2532293.750000 Penalty: 1624.627319
	Iteration 0F: 2 clusters Score -2532294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2517421.000000 Penalty: 3249.254639
	Iteration 0F: 3 clusters Score -2517421 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2522993.000000 Penalty: 3249.254639
	Iteration 1F: 3 clusters Score -2522993 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2523608.500000 Penalty: 3249.254639
	Iteration 2F: 3 clusters Score -2523608 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2524315.250000 Penalty: 3249.254639
	Iteration 3F: 3 clusters Score -2524315 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2525141.750000 Penalty: 3249.254639
	Iteration 4F: 3 clusters Score -2525142 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2526130.750000 Penalty: 3249.254639
	Iteration 5F: 3 clusters Score -2526131 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2527264.500000 Penalty: 3249.254639
	Iteration 6F: 3 clusters Score -2527264 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2528434.500000 Penalty: 3249.254639
	Iteration 7F: 3 clusters Score -2528434 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2529304.250000 Penalty: 3249.254639
	Iteration 8Q: 3 clusters Score -2529304 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2529880.500000 Penalty: 3249.254639
	Iteration 9Q: 3 clusters Score -2529880 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2530234.250000 Penalty: 3249.254639
	Iteration 10Q: 3 clusters Score -2530234 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2530481.500000 Penalty: 3249.254639
	Iteration 11Q: 3 clusters Score -2530482 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2530644.000000 Penalty: 3249.254639
	Iteration 12Q: 3 clusters Score -2530644 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2530738.750000 Penalty: 3249.254639
	Iteration 13Q: 3 clusters Score -2530739 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2530804.750000 Penalty: 3249.254639
	Iteration 14Q: 3 clusters Score -2530805 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2530852.250000 Penalty: 3249.254639
	Iteration 15Q: 3 clusters Score -2530852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2530889.250000 Penalty: 3249.254639
	Iteration 16Q: 3 clusters Score -2530889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2530911.000000 Penalty: 3249.254639
	Iteration 17Q: 3 clusters Score -2530911 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2530927.500000 Penalty: 3249.254639
	Iteration 18Q: 3 clusters Score -2530928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2530940.500000 Penalty: 3249.254639
	Iteration 19Q: 3 clusters Score -2530940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2530953.250000 Penalty: 3249.254639
	Iteration 20F: 3 clusters Score -2530953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2530967.750000 Penalty: 3249.254639
	Iteration 21Q: 3 clusters Score -2530968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2530985.500000 Penalty: 3249.254639
	Iteration 22Q: 3 clusters Score -2530986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2530992.750000 Penalty: 3249.254639
	Iteration 23Q: 3 clusters Score -2530993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2531000.500000 Penalty: 3249.254639
	Iteration 24Q: 3 clusters Score -2531000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2531004.750000 Penalty: 3249.254639
	Iteration 25Q: 3 clusters Score -2531005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2531007.750000 Penalty: 3249.254639
	Iteration 26Q: 3 clusters Score -2531008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2531016.000000 Penalty: 3249.254639
	Iteration 27Q: 3 clusters Score -2531016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2531013.750000 Penalty: 3249.254639
	Iteration 28Q: 3 clusters Score -2531014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2531016.500000 Penalty: 3249.254639
	Iteration 29Q: 3 clusters Score -2531016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2531019.750000 Penalty: 3249.254639
	Iteration 30Q: 3 clusters Score -2531020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2531023.000000 Penalty: 3249.254639
	Iteration 31Q: 3 clusters Score -2531023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2531026.750000 Penalty: 3249.254639
	Iteration 32Q: 3 clusters Score -2531027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2531024.750000 Penalty: 3249.254639
	Iteration 33Q: 3 clusters Score -2531025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2531024.250000 Penalty: 3249.254639
	Iteration 34Q: 3 clusters Score -2531024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2531027.500000 Penalty: 3249.254639
	Iteration 35Q: 3 clusters Score -2531028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2531025.750000 Penalty: 3249.254639
	Iteration 36Q: 3 clusters Score -2531026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2531026.500000 Penalty: 3249.254639
	Iteration 37Q: 3 clusters Score -2531026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2531026.500000 Penalty: 3249.254639
	Iteration 38F: 3 clusters Score -2531026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Entering Unmasked Estep 
Score: -1547728.625000 Penalty: 1543.947754
	Iteration 0F: 2 clusters Score -1547729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1538348.125000 Penalty: 3087.895508
	Iteration 0F: 3 clusters Score -1538348 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1541675.750000 Penalty: 3087.895508
	Iteration 1F: 3 clusters Score -1541676 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1542120.250000 Penalty: 3087.895508
	Iteration 2F: 3 clusters Score -1542120 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1542612.000000 Penalty: 3087.895508
	Iteration 3F: 3 clusters Score -1542612 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1543067.500000 Penalty: 3087.895508
	Iteration 4F: 3 clusters Score -1543068 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1543508.875000 Penalty: 3087.895508
	Iteration 5F: 3 clusters Score -1543509 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1543890.875000 Penalty: 3087.895508
	Iteration 6Q: 3 clusters Score -1543891 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1544320.625000 Penalty: 3087.895508
	Iteration 7Q: 3 clusters Score -1544321 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1544686.125000 Penalty: 3087.895508
	Iteration 8Q: 3 clusters Score -1544686 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1544895.250000 Penalty: 3087.895508
	Iteration 9Q: 3 clusters Score -1544895 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1545012.375000 Penalty: 3087.895508
	Iteration 10Q: 3 clusters Score -1545012 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1545079.125000 Penalty: 3087.895508
	Iteration 11Q: 3 clusters Score -1545079 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1545113.125000 Penalty: 3087.895508
	Iteration 12Q: 3 clusters Score -1545113 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1545146.125000 Penalty: 3087.895508
	Iteration 13Q: 3 clusters Score -1545146 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1545162.750000 Penalty: 3087.895508
	Iteration 14Q: 3 clusters Score -1545163 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1545177.625000 Penalty: 3087.895508
	Iteration 15Q: 3 clusters Score -1545178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1545190.875000 Penalty: 3087.895508
	Iteration 16Q: 3 clusters Score -1545191 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1545202.125000 Penalty: 3087.895508
	Iteration 17Q: 3 clusters Score -1545202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1545209.000000 Penalty: 3087.895508
	Iteration 18Q: 3 clusters Score -1545209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1545214.625000 Penalty: 3087.895508
	Iteration 19Q: 3 clusters Score -1545215 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1545225.375000 Penalty: 3087.895508
	Iteration 20F: 3 clusters Score -1545225 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1545236.125000 Penalty: 3087.895508
	Iteration 21Q: 3 clusters Score -1545236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1545237.125000 Penalty: 3087.895508
	Iteration 22Q: 3 clusters Score -1545237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1545242.750000 Penalty: 3087.895508
	Iteration 23Q: 3 clusters Score -1545243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1545249.750000 Penalty: 3087.895508
	Iteration 24Q: 3 clusters Score -1545250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1545244.500000 Penalty: 3087.895508
	Iteration 25Q: 3 clusters Score -1545244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1545249.625000 Penalty: 3087.895508
	Iteration 26Q: 3 clusters Score -1545250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1545253.375000 Penalty: 3087.895508
	Iteration 27Q: 3 clusters Score -1545253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1545252.250000 Penalty: 3087.895508
	Iteration 28Q: 3 clusters Score -1545252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1545255.625000 Penalty: 3087.895508
	Iteration 29Q: 3 clusters Score -1545256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1545259.625000 Penalty: 3087.895508
	Iteration 30Q: 3 clusters Score -1545260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1545261.125000 Penalty: 3087.895508
	Iteration 31Q: 3 clusters Score -1545261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1545266.500000 Penalty: 3087.895508
	Iteration 32Q: 3 clusters Score -1545266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1545270.625000 Penalty: 3087.895508
	Iteration 33Q: 3 clusters Score -1545271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1545275.000000 Penalty: 3087.895508
	Iteration 34Q: 3 clusters Score -1545275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1545275.000000 Penalty: 3087.895508
	Iteration 35Q: 3 clusters Score -1545275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1545275.000000 Penalty: 3087.895508
	Iteration 36Q: 3 clusters Score -1545275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1545277.625000 Penalty: 3087.895508
	Iteration 37Q: 3 clusters Score -1545278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1545282.125000 Penalty: 3087.895508
	Iteration 38Q: 3 clusters Score -1545282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1545284.375000 Penalty: 3087.895508
	Iteration 39Q: 3 clusters Score -1545284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1545284.750000 Penalty: 3087.895508
	Iteration 40F: 3 clusters Score -1545285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1545284.375000 Penalty: 3087.895508
	Iteration 41Q: 3 clusters Score -1545284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1545284.125000 Penalty: 3087.895508
	Iteration 42Q: 3 clusters Score -1545284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1545285.250000 Penalty: 3087.895508
	Iteration 43Q: 3 clusters Score -1545285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1545286.375000 Penalty: 3087.895508
	Iteration 44Q: 3 clusters Score -1545286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1545284.625000 Penalty: 3087.895508
	Iteration 45Q: 3 clusters Score -1545285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1545285.000000 Penalty: 3087.895508
	Iteration 46Q: 3 clusters Score -1545285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1545284.875000 Penalty: 3087.895508
	Iteration 47Q: 3 clusters Score -1545285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1545285.375000 Penalty: 3087.895508
	Iteration 48Q: 3 clusters Score -1545285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1545285.375000 Penalty: 3087.895508
	Iteration 49F: 3 clusters Score -1545285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Entering Unmasked Estep 
Score: -185465.750000 Penalty: 1196.738892
	Iteration 0F: 2 clusters Score -185465.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -183662.187500 Penalty: 2393.477783
	Iteration 0F: 3 clusters Score -183662.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -184016.531250 Penalty: 2393.477783
	Iteration 1F: 3 clusters Score -184016.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -184080.437500 Penalty: 2393.477783
	Iteration 2F: 3 clusters Score -184080.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -184128.312500 Penalty: 2393.477783
	Iteration 3Q: 3 clusters Score -184128.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -184158.453125 Penalty: 2393.477783
	Iteration 4Q: 3 clusters Score -184158.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -184177.812500 Penalty: 2393.477783
	Iteration 5Q: 3 clusters Score -184177.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -184194.484375 Penalty: 2393.477783
	Iteration 6Q: 3 clusters Score -184194.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -184205.921875 Penalty: 2393.477783
	Iteration 7Q: 3 clusters Score -184205.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -184214.312500 Penalty: 2393.477783
	Iteration 8Q: 3 clusters Score -184214.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -184222.390625 Penalty: 2393.477783
	Iteration 9Q: 3 clusters Score -184222.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -184232.343750 Penalty: 2393.477783
	Iteration 10Q: 3 clusters Score -184232.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -184238.375000 Penalty: 2393.477783
	Iteration 11Q: 3 clusters Score -184238.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -184241.046875 Penalty: 2393.477783
	Iteration 12Q: 3 clusters Score -184241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -184241.421875 Penalty: 2393.477783
	Iteration 13Q: 3 clusters Score -184241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -184242.234375 Penalty: 2393.477783
	Iteration 14Q: 3 clusters Score -184242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -184244.062500 Penalty: 2393.477783
	Iteration 15Q: 3 clusters Score -184244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -184245.375000 Penalty: 2393.477783
	Iteration 16Q: 3 clusters Score -184245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -184246.328125 Penalty: 2393.477783
	Iteration 17Q: 3 clusters Score -184246.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -184246.875000 Penalty: 2393.477783
	Iteration 18Q: 3 clusters Score -184246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -184246.875000 Penalty: 2393.477783
	Iteration 19F: 3 clusters Score -184246.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Entering Unmasked Estep 
Score: -845935.625000 Penalty: 1446.472046
	Iteration 0F: 2 clusters Score -845935.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -840442.187500 Penalty: 2892.944092
	Iteration 0F: 3 clusters Score -840442.2 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -841985.437500 Penalty: 2892.944092
	Iteration 1F: 3 clusters Score -841985.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -842181.125000 Penalty: 2892.944092
	Iteration 2F: 3 clusters Score -842181.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -842340.312500 Penalty: 2892.944092
	Iteration 3F: 3 clusters Score -842340.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -842508.125000 Penalty: 2892.944092
	Iteration 4Q: 3 clusters Score -842508.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -842726.687500 Penalty: 2892.944092
	Iteration 5Q: 3 clusters Score -842726.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -843040.125000 Penalty: 2892.944092
	Iteration 6Q: 3 clusters Score -843040.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -843505.375000 Penalty: 2892.944092
	Iteration 7F: 3 clusters Score -843505.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -843999.750000 Penalty: 2892.944092
	Iteration 8F: 3 clusters Score -843999.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -844480.062500 Penalty: 2892.944092
	Iteration 9F: 3 clusters Score -844480.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -844855.312500 Penalty: 2892.944092
	Iteration 10F: 3 clusters Score -844855.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -845150.437500 Penalty: 2892.944092
	Iteration 11Q: 3 clusters Score -845150.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -845293.000000 Penalty: 2892.944092
	Iteration 12Q: 3 clusters Score -845293 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -845363.625000 Penalty: 2892.944092
	Iteration 13Q: 3 clusters Score -845363.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -845391.250000 Penalty: 2892.944092
	Iteration 14Q: 3 clusters Score -845391.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -845405.125000 Penalty: 2892.944092
	Iteration 15Q: 3 clusters Score -845405.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -845410.125000 Penalty: 2892.944092
	Iteration 16Q: 3 clusters Score -845410.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -845414.187500 Penalty: 2892.944092
	Iteration 17Q: 3 clusters Score -845414.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -845414.375000 Penalty: 2892.944092
	Iteration 18Q: 3 clusters Score -845414.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -845414.187500 Penalty: 2892.944092
	Iteration 19Q: 3 clusters Score -845414.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -845415.625000 Penalty: 2892.944092
	Iteration 20F: 3 clusters Score -845415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -845414.437500 Penalty: 2892.944092
	Iteration 21Q: 3 clusters Score -845414.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -845413.875000 Penalty: 2892.944092
	Iteration 22Q: 3 clusters Score -845413.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -845415.187500 Penalty: 2892.944092
	Iteration 23Q: 3 clusters Score -845415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -845415.937500 Penalty: 2892.944092
	Iteration 24Q: 3 clusters Score -845415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -845415.937500 Penalty: 2892.944092
	Iteration 25F: 3 clusters Score -845415.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (89815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89815 members 
Entering Unmasked Estep 
Score: -10467818.000000 Penalty: 1853.394897
	Iteration 0F: 2 clusters Score -1.046782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -10409633.000000 Penalty: 3706.789795
	Iteration 0F: 3 clusters Score -1.040963e+07 nChanged 42832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -10434209.000000 Penalty: 3706.789795
	Iteration 1F: 3 clusters Score -1.043421e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -10434793.000000 Penalty: 3706.789795
	Iteration 2Q: 3 clusters Score -1.043479e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -10435551.000000 Penalty: 3706.789795
	Iteration 3Q: 3 clusters Score -1.043555e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -10436549.000000 Penalty: 3706.789795
	Iteration 4Q: 3 clusters Score -1.043655e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -10438099.000000 Penalty: 3706.789795
	Iteration 5Q: 3 clusters Score -1.04381e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -10440768.000000 Penalty: 3706.789795
	Iteration 6Q: 3 clusters Score -1.044077e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -10445308.000000 Penalty: 3706.789795
	Iteration 7F: 3 clusters Score -1.044531e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -10452344.000000 Penalty: 3706.789795
	Iteration 8F: 3 clusters Score -1.045234e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -10458961.000000 Penalty: 3706.789795
	Iteration 9F: 3 clusters Score -1.045896e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -10462432.000000 Penalty: 3706.789795
	Iteration 10Q: 3 clusters Score -1.046243e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -10464361.000000 Penalty: 3706.789795
	Iteration 11Q: 3 clusters Score -1.046436e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -10465490.000000 Penalty: 3706.789795
	Iteration 12Q: 3 clusters Score -1.046549e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -10466274.000000 Penalty: 3706.789795
	Iteration 13Q: 3 clusters Score -1.046627e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -10466721.000000 Penalty: 3706.789795
	Iteration 14Q: 3 clusters Score -1.046672e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -10466966.000000 Penalty: 3706.789795
	Iteration 15Q: 3 clusters Score -1.046697e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -10467074.000000 Penalty: 3706.789795
	Iteration 16Q: 3 clusters Score -1.046707e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -10467167.000000 Penalty: 3706.789795
	Iteration 17Q: 3 clusters Score -1.046717e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -10467208.000000 Penalty: 3706.789795
	Iteration 18Q: 3 clusters Score -1.046721e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -10467209.000000 Penalty: 3706.789795
	Iteration 19Q: 3 clusters Score -1.046721e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -10467215.000000 Penalty: 3706.789795
	Iteration 20F: 3 clusters Score -1.046722e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -10467224.000000 Penalty: 3706.789795
	Iteration 21Q: 3 clusters Score -1.046722e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -10467217.000000 Penalty: 3706.789795
	Iteration 22Q: 3 clusters Score -1.046722e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -10467209.000000 Penalty: 3706.789795
	Iteration 23Q: 3 clusters Score -1.046721e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -10467212.000000 Penalty: 3706.789795
	Iteration 24Q: 3 clusters Score -1.046721e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -10467213.000000 Penalty: 3706.789795
	Iteration 25Q: 3 clusters Score -1.046721e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -10467218.000000 Penalty: 3706.789795
	Iteration 26Q: 3 clusters Score -1.046722e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -10467213.000000 Penalty: 3706.789795
	Iteration 27Q: 3 clusters Score -1.046721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -10467210.000000 Penalty: 3706.789795
	Iteration 28Q: 3 clusters Score -1.046721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -10467213.000000 Penalty: 3706.789795
	Iteration 29Q: 3 clusters Score -1.046721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -10467223.000000 Penalty: 3706.789795
	Iteration 30Q: 3 clusters Score -1.046722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -10467229.000000 Penalty: 3706.789795
	Iteration 31Q: 3 clusters Score -1.046723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -10467221.000000 Penalty: 3706.789795
	Iteration 32Q: 3 clusters Score -1.046722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -10467227.000000 Penalty: 3706.789795
	Iteration 33Q: 3 clusters Score -1.046723e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -10467211.000000 Penalty: 3706.789795
	Iteration 34Q: 3 clusters Score -1.046721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -10467217.000000 Penalty: 3706.789795
	Iteration 35Q: 3 clusters Score -1.046722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -10467211.000000 Penalty: 3706.789795
	Iteration 36Q: 3 clusters Score -1.046721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -10467218.000000 Penalty: 3706.789795
	Iteration 37Q: 3 clusters Score -1.046722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -10467217.000000 Penalty: 3706.789795
	Iteration 38Q: 3 clusters Score -1.046722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -10467212.000000 Penalty: 3706.789795
	Iteration 39Q: 3 clusters Score -1.046721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -10467217.000000 Penalty: 3706.789795
	Iteration 40F: 3 clusters Score -1.046722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -10467213.000000 Penalty: 3706.789795
	Iteration 41Q: 3 clusters Score -1.046721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57677 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -10467210.000000 Penalty: 3706.789795
	Iteration 42Q: 3 clusters Score -1.046721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -10467210.000000 Penalty: 3706.789795
	Iteration 43Q: 3 clusters Score -1.046721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -10467205.000000 Penalty: 3706.789795
	Iteration 44Q: 3 clusters Score -1.04672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -10467196.000000 Penalty: 3706.789795
	Iteration 45Q: 3 clusters Score -1.04672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -10467196.000000 Penalty: 3706.789795
	Iteration 46F: 3 clusters Score -1.04672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Entering Unmasked Estep 
Score: -5411936.500000 Penalty: 1748.790771
	Iteration 0F: 2 clusters Score -5411936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -5380235.500000 Penalty: 3497.581543
	Iteration 0F: 3 clusters Score -5380236 nChanged 22139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -5392599.000000 Penalty: 3497.581543
	Iteration 1F: 3 clusters Score -5392599 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -5393178.000000 Penalty: 3497.581543
	Iteration 2Q: 3 clusters Score -5393178 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -5394108.000000 Penalty: 3497.581543
	Iteration 3Q: 3 clusters Score -5394108 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -5395616.500000 Penalty: 3497.581543
	Iteration 4F: 3 clusters Score -5395616 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -5398023.500000 Penalty: 3497.581543
	Iteration 5F: 3 clusters Score -5398024 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -5401434.500000 Penalty: 3497.581543
	Iteration 6F: 3 clusters Score -5401434 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -5404902.500000 Penalty: 3497.581543
	Iteration 7F: 3 clusters Score -5404902 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -5407556.500000 Penalty: 3497.581543
	Iteration 8F: 3 clusters Score -5407556 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -5409082.500000 Penalty: 3497.581543
	Iteration 9Q: 3 clusters Score -5409082 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -5409873.500000 Penalty: 3497.581543
	Iteration 10Q: 3 clusters Score -5409874 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -5410279.500000 Penalty: 3497.581543
	Iteration 11Q: 3 clusters Score -5410280 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -5410494.500000 Penalty: 3497.581543
	Iteration 12Q: 3 clusters Score -5410494 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -5410593.500000 Penalty: 3497.581543
	Iteration 13Q: 3 clusters Score -5410594 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -5410649.000000 Penalty: 3497.581543
	Iteration 14Q: 3 clusters Score -5410649 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -5410675.000000 Penalty: 3497.581543
	Iteration 15Q: 3 clusters Score -5410675 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -5410682.500000 Penalty: 3497.581543
	Iteration 16Q: 3 clusters Score -5410682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -5410693.500000 Penalty: 3497.581543
	Iteration 17Q: 3 clusters Score -5410694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -5410699.000000 Penalty: 3497.581543
	Iteration 18Q: 3 clusters Score -5410699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -5410715.500000 Penalty: 3497.581543
	Iteration 19Q: 3 clusters Score -5410716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -5410715.500000 Penalty: 3497.581543
	Iteration 20F: 3 clusters Score -5410716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -5410720.500000 Penalty: 3497.581543
	Iteration 21Q: 3 clusters Score -5410720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -5410724.000000 Penalty: 3497.581543
	Iteration 22Q: 3 clusters Score -5410724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -5410733.500000 Penalty: 3497.581543
	Iteration 23Q: 3 clusters Score -5410734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -5410731.000000 Penalty: 3497.581543
	Iteration 24Q: 3 clusters Score -5410731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -5410739.000000 Penalty: 3497.581543
	Iteration 25Q: 3 clusters Score -5410739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -5410748.500000 Penalty: 3497.581543
	Iteration 26Q: 3 clusters Score -5410748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -5410755.500000 Penalty: 3497.581543
	Iteration 27Q: 3 clusters Score -5410756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -5410755.000000 Penalty: 3497.581543
	Iteration 28Q: 3 clusters Score -5410755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -5410766.500000 Penalty: 3497.581543
	Iteration 29Q: 3 clusters Score -5410766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -5410774.500000 Penalty: 3497.581543
	Iteration 30Q: 3 clusters Score -5410774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -5410776.500000 Penalty: 3497.581543
	Iteration 31Q: 3 clusters Score -5410776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -5410776.000000 Penalty: 3497.581543
	Iteration 32Q: 3 clusters Score -5410776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -5410779.000000 Penalty: 3497.581543
	Iteration 33Q: 3 clusters Score -5410779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -5410778.000000 Penalty: 3497.581543
	Iteration 34Q: 3 clusters Score -5410778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -5410782.000000 Penalty: 3497.581543
	Iteration 35Q: 3 clusters Score -5410782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -5410790.000000 Penalty: 3497.581543
	Iteration 36Q: 3 clusters Score -5410790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -5410795.500000 Penalty: 3497.581543
	Iteration 37Q: 3 clusters Score -5410796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -5410800.500000 Penalty: 3497.581543
	Iteration 38Q: 3 clusters Score -5410800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -5410792.500000 Penalty: 3497.581543
	Iteration 39Q: 3 clusters Score -5410792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -5410796.000000 Penalty: 3497.581543
	Iteration 40F: 3 clusters Score -5410796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -5410797.500000 Penalty: 3497.581543
	Iteration 41Q: 3 clusters Score -5410798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -5410798.500000 Penalty: 3497.581543
	Iteration 42Q: 3 clusters Score -5410798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -5410792.500000 Penalty: 3497.581543
	Iteration 43Q: 3 clusters Score -5410792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -5410799.500000 Penalty: 3497.581543
	Iteration 44Q: 3 clusters Score -5410800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -5410807.000000 Penalty: 3497.581543
	Iteration 45Q: 3 clusters Score -5410807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -5410810.500000 Penalty: 3497.581543
	Iteration 46Q: 3 clusters Score -5410810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -5410806.000000 Penalty: 3497.581543
	Iteration 47Q: 3 clusters Score -5410806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -5410810.500000 Penalty: 3497.581543
	Iteration 48Q: 3 clusters Score -5410810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -5410816.500000 Penalty: 3497.581543
	Iteration 49Q: 3 clusters Score -5410816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -5410823.500000 Penalty: 3497.581543
	Iteration 50Q: 3 clusters Score -5410824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -5410826.000000 Penalty: 3497.581543
	Iteration 51Q: 3 clusters Score -5410826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -5410825.000000 Penalty: 3497.581543
	Iteration 52Q: 3 clusters Score -5410825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -5410827.000000 Penalty: 3497.581543
	Iteration 53Q: 3 clusters Score -5410827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -5410830.000000 Penalty: 3497.581543
	Iteration 54Q: 3 clusters Score -5410830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -5410825.000000 Penalty: 3497.581543
	Iteration 55Q: 3 clusters Score -5410825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -5410826.500000 Penalty: 3497.581543
	Iteration 56Q: 3 clusters Score -5410826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -5410827.500000 Penalty: 3497.581543
	Iteration 57Q: 3 clusters Score -5410828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -5410828.500000 Penalty: 3497.581543
	Iteration 58Q: 3 clusters Score -5410828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -5410828.500000 Penalty: 3497.581543
	Iteration 59F: 3 clusters Score -5410828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Entering Unmasked Estep 
Score: -796104.500000 Penalty: 1434.820557
	Iteration 0F: 2 clusters Score -796104.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -790891.375000 Penalty: 2869.641113
	Iteration 0F: 3 clusters Score -790891.4 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -792524.625000 Penalty: 2869.641113
	Iteration 1F: 3 clusters Score -792524.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -792698.625000 Penalty: 2869.641113
	Iteration 2F: 3 clusters Score -792698.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -792809.250000 Penalty: 2869.641113
	Iteration 3Q: 3 clusters Score -792809.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -792912.812500 Penalty: 2869.641113
	Iteration 4Q: 3 clusters Score -792912.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -793024.250000 Penalty: 2869.641113
	Iteration 5Q: 3 clusters Score -793024.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -793136.875000 Penalty: 2869.641113
	Iteration 6Q: 3 clusters Score -793136.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -793268.750000 Penalty: 2869.641113
	Iteration 7Q: 3 clusters Score -793268.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -793398.125000 Penalty: 2869.641113
	Iteration 8Q: 3 clusters Score -793398.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -793556.437500 Penalty: 2869.641113
	Iteration 9Q: 3 clusters Score -793556.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -793762.750000 Penalty: 2869.641113
	Iteration 10Q: 3 clusters Score -793762.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -793985.500000 Penalty: 2869.641113
	Iteration 11Q: 3 clusters Score -793985.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -794215.187500 Penalty: 2869.641113
	Iteration 12Q: 3 clusters Score -794215.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -794447.375000 Penalty: 2869.641113
	Iteration 13Q: 3 clusters Score -794447.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -794625.812500 Penalty: 2869.641113
	Iteration 14Q: 3 clusters Score -794625.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -794731.125000 Penalty: 2869.641113
	Iteration 15Q: 3 clusters Score -794731.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -794799.750000 Penalty: 2869.641113
	Iteration 16Q: 3 clusters Score -794799.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -794843.125000 Penalty: 2869.641113
	Iteration 17Q: 3 clusters Score -794843.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -794872.062500 Penalty: 2869.641113
	Iteration 18Q: 3 clusters Score -794872.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -794893.437500 Penalty: 2869.641113
	Iteration 19Q: 3 clusters Score -794893.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -794919.500000 Penalty: 2869.641113
	Iteration 20F: 3 clusters Score -794919.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -794934.875000 Penalty: 2869.641113
	Iteration 21Q: 3 clusters Score -794934.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -794951.000000 Penalty: 2869.641113
	Iteration 22Q: 3 clusters Score -794951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -794959.812500 Penalty: 2869.641113
	Iteration 23Q: 3 clusters Score -794959.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -794964.062500 Penalty: 2869.641113
	Iteration 24Q: 3 clusters Score -794964.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -794966.312500 Penalty: 2869.641113
	Iteration 25Q: 3 clusters Score -794966.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -794970.062500 Penalty: 2869.641113
	Iteration 26Q: 3 clusters Score -794970.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -794975.125000 Penalty: 2869.641113
	Iteration 27Q: 3 clusters Score -794975.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -794978.000000 Penalty: 2869.641113
	Iteration 28Q: 3 clusters Score -794978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -794978.500000 Penalty: 2869.641113
	Iteration 29Q: 3 clusters Score -794978.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -794980.437500 Penalty: 2869.641113
	Iteration 30Q: 3 clusters Score -794980.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -794982.500000 Penalty: 2869.641113
	Iteration 31Q: 3 clusters Score -794982.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -794982.437500 Penalty: 2869.641113
	Iteration 32Q: 3 clusters Score -794982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -794982.125000 Penalty: 2869.641113
	Iteration 33Q: 3 clusters Score -794982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -794981.750000 Penalty: 2869.641113
	Iteration 34Q: 3 clusters Score -794981.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -794981.750000 Penalty: 2869.641113
	Iteration 35F: 3 clusters Score -794981.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Entering Unmasked Estep 
Score: -2858533.750000 Penalty: 1643.088623
	Iteration 0F: 2 clusters Score -2858534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2841829.250000 Penalty: 3286.177246
	Iteration 0F: 3 clusters Score -2841829 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2847999.000000 Penalty: 3286.177246
	Iteration 1F: 3 clusters Score -2847999 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2848390.250000 Penalty: 3286.177246
	Iteration 2Q: 3 clusters Score -2848390 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2848863.500000 Penalty: 3286.177246
	Iteration 3Q: 3 clusters Score -2848864 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2849490.000000 Penalty: 3286.177246
	Iteration 4F: 3 clusters Score -2849490 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2850509.750000 Penalty: 3286.177246
	Iteration 5F: 3 clusters Score -2850510 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2851982.250000 Penalty: 3286.177246
	Iteration 6F: 3 clusters Score -2851982 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2853682.000000 Penalty: 3286.177246
	Iteration 7F: 3 clusters Score -2853682 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2855192.750000 Penalty: 3286.177246
	Iteration 8F: 3 clusters Score -2855193 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2856177.750000 Penalty: 3286.177246
	Iteration 9Q: 3 clusters Score -2856178 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2856689.000000 Penalty: 3286.177246
	Iteration 10Q: 3 clusters Score -2856689 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2856891.500000 Penalty: 3286.177246
	Iteration 11Q: 3 clusters Score -2856892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -2856986.750000 Penalty: 3286.177246
	Iteration 12Q: 3 clusters Score -2856987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -2857036.500000 Penalty: 3286.177246
	Iteration 13Q: 3 clusters Score -2857036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -2857057.000000 Penalty: 3286.177246
	Iteration 14Q: 3 clusters Score -2857057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -2857071.250000 Penalty: 3286.177246
	Iteration 15Q: 3 clusters Score -2857071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -2857085.250000 Penalty: 3286.177246
	Iteration 16Q: 3 clusters Score -2857085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2857092.250000 Penalty: 3286.177246
	Iteration 17Q: 3 clusters Score -2857092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -2857100.750000 Penalty: 3286.177246
	Iteration 18Q: 3 clusters Score -2857101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -2857105.500000 Penalty: 3286.177246
	Iteration 19Q: 3 clusters Score -2857106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2857109.000000 Penalty: 3286.177246
	Iteration 20F: 3 clusters Score -2857109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2857115.000000 Penalty: 3286.177246
	Iteration 21Q: 3 clusters Score -2857115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2857115.000000 Penalty: 3286.177246
	Iteration 22F: 3 clusters Score -2857115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (101329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Entering Unmasked Estep 
Score: -11808664.000000 Penalty: 1872.995728
	Iteration 0F: 2 clusters Score -1.180866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -11744262.000000 Penalty: 3745.991455
	Iteration 0F: 3 clusters Score -1.174426e+07 nChanged 48389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -11771790.000000 Penalty: 3745.991455
	Iteration 1F: 3 clusters Score -1.177179e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -11772215.000000 Penalty: 3745.991455
	Iteration 2Q: 3 clusters Score -1.177222e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -11772678.000000 Penalty: 3745.991455
	Iteration 3Q: 3 clusters Score -1.177268e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -11773389.000000 Penalty: 3745.991455
	Iteration 4Q: 3 clusters Score -1.177339e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -11774789.000000 Penalty: 3745.991455
	Iteration 5Q: 3 clusters Score -1.177479e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -11776964.000000 Penalty: 3745.991455
	Iteration 6Q: 3 clusters Score -1.177696e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70787 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -11780862.000000 Penalty: 3745.991455
	Iteration 7F: 3 clusters Score -1.178086e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79198 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -11787535.000000 Penalty: 3745.991455
	Iteration 8F: 3 clusters Score -1.178754e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -11795604.000000 Penalty: 3745.991455
	Iteration 9F: 3 clusters Score -1.17956e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95753 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -11802076.000000 Penalty: 3745.991455
	Iteration 10F: 3 clusters Score -1.180208e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99659 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -11805494.000000 Penalty: 3745.991455
	Iteration 11Q: 3 clusters Score -1.180549e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100932 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -11806594.000000 Penalty: 3745.991455
	Iteration 12Q: 3 clusters Score -1.180659e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11806834.000000 Penalty: 3745.991455
	Iteration 13Q: 3 clusters Score -1.180683e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11806917.000000 Penalty: 3745.991455
	Iteration 14Q: 3 clusters Score -1.180692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101222 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11806945.000000 Penalty: 3745.991455
	Iteration 15Q: 3 clusters Score -1.180694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101226 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11806962.000000 Penalty: 3745.991455
	Iteration 16Q: 3 clusters Score -1.180696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101226 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11806976.000000 Penalty: 3745.991455
	Iteration 17Q: 3 clusters Score -1.180698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11806993.000000 Penalty: 3745.991455
	Iteration 18Q: 3 clusters Score -1.180699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101230 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11807003.000000 Penalty: 3745.991455
	Iteration 19Q: 3 clusters Score -1.1807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11807009.000000 Penalty: 3745.991455
	Iteration 20F: 3 clusters Score -1.180701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11807017.000000 Penalty: 3745.991455
	Iteration 21Q: 3 clusters Score -1.180702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101230 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11807022.000000 Penalty: 3745.991455
	Iteration 22Q: 3 clusters Score -1.180702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101227 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11807022.000000 Penalty: 3745.991455
	Iteration 23Q: 3 clusters Score -1.180702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11807027.000000 Penalty: 3745.991455
	Iteration 24Q: 3 clusters Score -1.180703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11807027.000000 Penalty: 3745.991455
	Iteration 25F: 3 clusters Score -1.180703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 101503 members 
Mstep: Class 6 contains 45366 members 
Mstep: Class 7 contains 76858 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15298 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 89815 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 24620 members 
Mstep: Class 24 contains 101329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094848.000000 Penalty: 53515.957031
Iteration 439Q: 25 clusters Score -1.020948e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 101502 members 
Mstep: Class 6 contains 45377 members 
Mstep: Class 7 contains 76863 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15300 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 89823 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6832 members 
Mstep: Class 23 contains 24600 members 
Mstep: Class 24 contains 101322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094904.000000 Penalty: 53515.957031
Iteration 440F: 25 clusters Score -1.020949e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 101505 members 
Mstep: Class 6 contains 45375 members 
Mstep: Class 7 contains 76862 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15302 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7348 members 
Mstep: Class 20 contains 89840 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6832 members 
Mstep: Class 23 contains 24591 members 
Mstep: Class 24 contains 101310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094944.000000 Penalty: 53515.957031
Iteration 441Q: 25 clusters Score -1.020949e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 101506 members 
Mstep: Class 6 contains 45367 members 
Mstep: Class 7 contains 76859 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15306 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 89856 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6832 members 
Mstep: Class 23 contains 24588 members 
Mstep: Class 24 contains 101305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094992.000000 Penalty: 53515.957031
Iteration 442Q: 25 clusters Score -1.02095e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 101505 members 
Mstep: Class 6 contains 45366 members 
Mstep: Class 7 contains 76868 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15305 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7345 members 
Mstep: Class 20 contains 89860 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6832 members 
Mstep: Class 23 contains 24585 members 
Mstep: Class 24 contains 101299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094976.000000 Penalty: 53515.957031
Iteration 443Q: 25 clusters Score -1.02095e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 101504 members 
Mstep: Class 6 contains 45367 members 
Mstep: Class 7 contains 76874 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15305 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 89865 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6832 members 
Mstep: Class 23 contains 24584 members 
Mstep: Class 24 contains 101290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094968.000000 Penalty: 53515.957031
Iteration 444Q: 25 clusters Score -1.02095e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160009 members 
Mstep: Class 5 contains 101505 members 
Mstep: Class 6 contains 45362 members 
Mstep: Class 7 contains 76881 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 89876 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6832 members 
Mstep: Class 23 contains 24584 members 
Mstep: Class 24 contains 101274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094992.000000 Penalty: 53515.957031
Iteration 445Q: 25 clusters Score -1.02095e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160009 members 
Mstep: Class 5 contains 101505 members 
Mstep: Class 6 contains 45356 members 
Mstep: Class 7 contains 76883 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 89885 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6830 members 
Mstep: Class 23 contains 24583 members 
Mstep: Class 24 contains 101273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094920.000000 Penalty: 53515.957031
Iteration 446Q: 25 clusters Score -1.020949e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160009 members 
Mstep: Class 5 contains 101505 members 
Mstep: Class 6 contains 45353 members 
Mstep: Class 7 contains 76883 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15307 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 89893 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6828 members 
Mstep: Class 23 contains 24578 members 
Mstep: Class 24 contains 101275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094952.000000 Penalty: 53515.957031
Iteration 447Q: 25 clusters Score -1.02095e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160009 members 
Mstep: Class 5 contains 101504 members 
Mstep: Class 6 contains 45352 members 
Mstep: Class 7 contains 76882 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15307 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 89896 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6825 members 
Mstep: Class 23 contains 24573 members 
Mstep: Class 24 contains 101280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102095000.000000 Penalty: 53515.957031
Iteration 448Q: 25 clusters Score -1.02095e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160009 members 
Mstep: Class 5 contains 101503 members 
Mstep: Class 6 contains 45353 members 
Mstep: Class 7 contains 76878 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15306 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7349 members 
Mstep: Class 20 contains 89898 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6822 members 
Mstep: Class 23 contains 24568 members 
Mstep: Class 24 contains 101289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094984.000000 Penalty: 53515.957031
Iteration 449Q: 25 clusters Score -1.02095e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160009 members 
Mstep: Class 5 contains 101503 members 
Mstep: Class 6 contains 45363 members 
Mstep: Class 7 contains 76878 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15305 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7352 members 
Mstep: Class 20 contains 89895 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6821 members 
Mstep: Class 23 contains 24557 members 
Mstep: Class 24 contains 101292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094992.000000 Penalty: 53515.957031
Iteration 450Q: 25 clusters Score -1.02095e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160009 members 
Mstep: Class 5 contains 101503 members 
Mstep: Class 6 contains 45369 members 
Mstep: Class 7 contains 76880 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15305 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7354 members 
Mstep: Class 20 contains 89898 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 24548 members 
Mstep: Class 24 contains 101289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094936.000000 Penalty: 53515.957031
Iteration 451Q: 25 clusters Score -1.020949e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160008 members 
Mstep: Class 5 contains 101506 members 
Mstep: Class 6 contains 45372 members 
Mstep: Class 7 contains 76883 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38614 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7356 members 
Mstep: Class 20 contains 89906 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24540 members 
Mstep: Class 24 contains 101282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094912.000000 Penalty: 53515.957031
Iteration 452Q: 25 clusters Score -1.020949e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160010 members 
Mstep: Class 5 contains 101505 members 
Mstep: Class 6 contains 45372 members 
Mstep: Class 7 contains 76884 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15302 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21976 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 89915 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24535 members 
Mstep: Class 24 contains 101277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094936.000000 Penalty: 53515.957031
Iteration 453Q: 25 clusters Score -1.020949e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160011 members 
Mstep: Class 5 contains 101505 members 
Mstep: Class 6 contains 45373 members 
Mstep: Class 7 contains 76877 members 
Mstep: Class 8 contains 126048 members 
Mstep: Class 9 contains 15301 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 89921 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24533 members 
Mstep: Class 24 contains 101280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094896.000000 Penalty: 53515.957031
Iteration 454Q: 25 clusters Score -1.020949e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101504 members 
Mstep: Class 6 contains 45374 members 
Mstep: Class 7 contains 76878 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15301 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 89927 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24531 members 
Mstep: Class 24 contains 101275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094920.000000 Penalty: 53515.957031
Iteration 455Q: 25 clusters Score -1.020949e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101505 members 
Mstep: Class 6 contains 45374 members 
Mstep: Class 7 contains 76876 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15301 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 89933 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24529 members 
Mstep: Class 24 contains 101272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094880.000000 Penalty: 53515.957031
Iteration 456Q: 25 clusters Score -1.020949e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101505 members 
Mstep: Class 6 contains 45376 members 
Mstep: Class 7 contains 76871 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15300 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 89944 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 24528 members 
Mstep: Class 24 contains 101265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094872.000000 Penalty: 53515.957031
Iteration 457Q: 25 clusters Score -1.020949e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101506 members 
Mstep: Class 6 contains 45381 members 
Mstep: Class 7 contains 76864 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15300 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 89950 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 24524 members 
Mstep: Class 24 contains 101264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094928.000000 Penalty: 53515.957031
Iteration 458Q: 25 clusters Score -1.020949e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101505 members 
Mstep: Class 6 contains 45384 members 
Mstep: Class 7 contains 76864 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15301 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7357 members 
Mstep: Class 20 contains 89952 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 24520 members 
Mstep: Class 24 contains 101263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094920.000000 Penalty: 53515.957031
Iteration 459Q: 25 clusters Score -1.020949e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101503 members 
Mstep: Class 6 contains 45386 members 
Mstep: Class 7 contains 76864 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15301 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89953 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094888.000000 Penalty: 53515.957031
Iteration 460F: 25 clusters Score -1.020949e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101501 members 
Mstep: Class 6 contains 45385 members 
Mstep: Class 7 contains 76864 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15301 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89956 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094864.000000 Penalty: 53515.957031
Iteration 461Q: 25 clusters Score -1.020949e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101498 members 
Mstep: Class 6 contains 45385 members 
Mstep: Class 7 contains 76866 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15301 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89959 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094848.000000 Penalty: 53515.957031
Iteration 462Q: 25 clusters Score -1.020948e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101496 members 
Mstep: Class 6 contains 45385 members 
Mstep: Class 7 contains 76866 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15302 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89963 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094880.000000 Penalty: 53515.957031
Iteration 463Q: 25 clusters Score -1.020949e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101496 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 76866 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15302 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89970 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094888.000000 Penalty: 53515.957031
Iteration 464Q: 25 clusters Score -1.020949e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101496 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 76866 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15302 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89973 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094872.000000 Penalty: 53515.957031
Iteration 465Q: 25 clusters Score -1.020949e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101496 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 76865 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15302 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89975 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094888.000000 Penalty: 53515.957031
Iteration 466Q: 25 clusters Score -1.020949e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101496 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 76864 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89977 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094928.000000 Penalty: 53515.957031
Iteration 467Q: 25 clusters Score -1.020949e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101497 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 76864 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89980 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094896.000000 Penalty: 53515.957031
Iteration 468Q: 25 clusters Score -1.020949e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101497 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 76863 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89981 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094920.000000 Penalty: 53515.957031
Iteration 469Q: 25 clusters Score -1.020949e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101497 members 
Mstep: Class 6 contains 45383 members 
Mstep: Class 7 contains 76865 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89984 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094920.000000 Penalty: 53515.957031
Iteration 470Q: 25 clusters Score -1.020949e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101497 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 76867 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89987 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094888.000000 Penalty: 53515.957031
Iteration 471Q: 25 clusters Score -1.020949e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101497 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 76866 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89994 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094936.000000 Penalty: 53515.957031
Iteration 472Q: 25 clusters Score -1.020949e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101497 members 
Mstep: Class 6 contains 45383 members 
Mstep: Class 7 contains 76866 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89997 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094944.000000 Penalty: 53515.957031
Iteration 473Q: 25 clusters Score -1.020949e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101497 members 
Mstep: Class 6 contains 45383 members 
Mstep: Class 7 contains 76867 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89997 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094928.000000 Penalty: 53515.957031
Iteration 474Q: 25 clusters Score -1.020949e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101497 members 
Mstep: Class 6 contains 45383 members 
Mstep: Class 7 contains 76867 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89997 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094928.000000 Penalty: 53515.957031
Iteration 475F: 25 clusters Score -1.020949e+08 nChanged 0
Entering ConstructFrom: 
Score: -102094928.000000 Penalty: 53515.957031
Entering ConstructFrom: 
Trying to split cluster 1 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -99509.664062 Penalty: 1118.895264
	Iteration 0F: 2 clusters Score -99509.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -98118.781250 Penalty: 2237.790527
	Iteration 0F: 3 clusters Score -98118.78 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98458.796875 Penalty: 2237.790527
	Iteration 1F: 3 clusters Score -98458.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -98598.460938 Penalty: 2237.790527
	Iteration 2F: 3 clusters Score -98598.46 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -98697.679688 Penalty: 2237.790527
	Iteration 3F: 3 clusters Score -98697.68 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -98795.273438 Penalty: 2237.790527
	Iteration 4F: 3 clusters Score -98795.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98856.890625 Penalty: 2237.790527
	Iteration 5Q: 3 clusters Score -98856.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -98903.937500 Penalty: 2237.790527
	Iteration 6Q: 3 clusters Score -98903.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -98940.726562 Penalty: 2237.790527
	Iteration 7Q: 3 clusters Score -98940.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -98976.664062 Penalty: 2237.790527
	Iteration 8Q: 3 clusters Score -98976.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -99020.273438 Penalty: 2237.790527
	Iteration 9Q: 3 clusters Score -99020.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -99056.601562 Penalty: 2237.790527
	Iteration 10Q: 3 clusters Score -99056.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -99078.570312 Penalty: 2237.790527
	Iteration 11Q: 3 clusters Score -99078.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -99090.390625 Penalty: 2237.790527
	Iteration 12Q: 3 clusters Score -99090.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -99101.023438 Penalty: 2237.790527
	Iteration 13Q: 3 clusters Score -99101.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -99108.320312 Penalty: 2237.790527
	Iteration 14Q: 3 clusters Score -99108.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -99111.585938 Penalty: 2237.790527
	Iteration 15Q: 3 clusters Score -99111.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -99113.375000 Penalty: 2237.790527
	Iteration 16Q: 3 clusters Score -99113.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -99116.507812 Penalty: 2237.790527
	Iteration 17Q: 3 clusters Score -99116.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -99117.328125 Penalty: 2237.790527
	Iteration 18Q: 3 clusters Score -99117.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -99118.164062 Penalty: 2237.790527
	Iteration 19Q: 3 clusters Score -99118.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -99120.250000 Penalty: 2237.790527
	Iteration 20F: 3 clusters Score -99120.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -99135.679688 Penalty: 2237.790527
	Iteration 21Q: 3 clusters Score -99135.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -99138.406250 Penalty: 2237.790527
	Iteration 22Q: 3 clusters Score -99138.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -99142.593750 Penalty: 2237.790527
	Iteration 23Q: 3 clusters Score -99142.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -99145.054688 Penalty: 2237.790527
	Iteration 24Q: 3 clusters Score -99145.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -99145.671875 Penalty: 2237.790527
	Iteration 25Q: 3 clusters Score -99145.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -99146.875000 Penalty: 2237.790527
	Iteration 26Q: 3 clusters Score -99146.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -99146.875000 Penalty: 2237.790527
	Iteration 27F: 3 clusters Score -99146.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Entering Unmasked Estep 
Score: -1201481.125000 Penalty: 1505.010498
	Iteration 0F: 2 clusters Score -1201481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1193979.125000 Penalty: 3010.020996
	Iteration 0F: 3 clusters Score -1193979 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1196307.125000 Penalty: 3010.020996
	Iteration 1F: 3 clusters Score -1196307 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1196565.125000 Penalty: 3010.020996
	Iteration 2F: 3 clusters Score -1196565 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1196771.625000 Penalty: 3010.020996
	Iteration 3F: 3 clusters Score -1196772 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1196935.625000 Penalty: 3010.020996
	Iteration 4Q: 3 clusters Score -1196936 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1197091.625000 Penalty: 3010.020996
	Iteration 5Q: 3 clusters Score -1197092 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1197235.750000 Penalty: 3010.020996
	Iteration 6Q: 3 clusters Score -1197236 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1197415.375000 Penalty: 3010.020996
	Iteration 7Q: 3 clusters Score -1197415 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1197617.625000 Penalty: 3010.020996
	Iteration 8Q: 3 clusters Score -1197618 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1197814.750000 Penalty: 3010.020996
	Iteration 9Q: 3 clusters Score -1197815 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1198046.125000 Penalty: 3010.020996
	Iteration 10Q: 3 clusters Score -1198046 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1198278.750000 Penalty: 3010.020996
	Iteration 11Q: 3 clusters Score -1198279 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1198502.875000 Penalty: 3010.020996
	Iteration 12Q: 3 clusters Score -1198503 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1198674.625000 Penalty: 3010.020996
	Iteration 13Q: 3 clusters Score -1198675 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1198837.625000 Penalty: 3010.020996
	Iteration 14Q: 3 clusters Score -1198838 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1198996.250000 Penalty: 3010.020996
	Iteration 15Q: 3 clusters Score -1198996 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1199145.875000 Penalty: 3010.020996
	Iteration 16Q: 3 clusters Score -1199146 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1199270.750000 Penalty: 3010.020996
	Iteration 17Q: 3 clusters Score -1199271 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1199395.250000 Penalty: 3010.020996
	Iteration 18Q: 3 clusters Score -1199395 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1199512.375000 Penalty: 3010.020996
	Iteration 19Q: 3 clusters Score -1199512 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1199620.375000 Penalty: 3010.020996
	Iteration 20F: 3 clusters Score -1199620 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1199723.375000 Penalty: 3010.020996
	Iteration 21Q: 3 clusters Score -1199723 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1199806.125000 Penalty: 3010.020996
	Iteration 22Q: 3 clusters Score -1199806 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1199869.875000 Penalty: 3010.020996
	Iteration 23Q: 3 clusters Score -1199870 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1199926.000000 Penalty: 3010.020996
	Iteration 24Q: 3 clusters Score -1199926 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1199962.625000 Penalty: 3010.020996
	Iteration 25Q: 3 clusters Score -1199963 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1200000.250000 Penalty: 3010.020996
	Iteration 26Q: 3 clusters Score -1200000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1200026.375000 Penalty: 3010.020996
	Iteration 27Q: 3 clusters Score -1200026 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1200046.875000 Penalty: 3010.020996
	Iteration 28Q: 3 clusters Score -1200047 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1200065.500000 Penalty: 3010.020996
	Iteration 29Q: 3 clusters Score -1200066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1200075.625000 Penalty: 3010.020996
	Iteration 30Q: 3 clusters Score -1200076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1200083.875000 Penalty: 3010.020996
	Iteration 31Q: 3 clusters Score -1200084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1200090.500000 Penalty: 3010.020996
	Iteration 32Q: 3 clusters Score -1200090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1200092.625000 Penalty: 3010.020996
	Iteration 33Q: 3 clusters Score -1200093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1200098.125000 Penalty: 3010.020996
	Iteration 34Q: 3 clusters Score -1200098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1200103.375000 Penalty: 3010.020996
	Iteration 35Q: 3 clusters Score -1200103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1200107.250000 Penalty: 3010.020996
	Iteration 36Q: 3 clusters Score -1200107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1200103.375000 Penalty: 3010.020996
	Iteration 37Q: 3 clusters Score -1200103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1200103.750000 Penalty: 3010.020996
	Iteration 38Q: 3 clusters Score -1200104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1200105.750000 Penalty: 3010.020996
	Iteration 39Q: 3 clusters Score -1200106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1200106.250000 Penalty: 3010.020996
	Iteration 40F: 3 clusters Score -1200106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1200107.875000 Penalty: 3010.020996
	Iteration 41Q: 3 clusters Score -1200108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1200107.500000 Penalty: 3010.020996
	Iteration 42Q: 3 clusters Score -1200108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1200110.750000 Penalty: 3010.020996
	Iteration 43Q: 3 clusters Score -1200111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1200109.500000 Penalty: 3010.020996
	Iteration 44Q: 3 clusters Score -1200110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1200109.500000 Penalty: 3010.020996
	Iteration 45Q: 3 clusters Score -1200110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1200107.250000 Penalty: 3010.020996
	Iteration 46Q: 3 clusters Score -1200107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1200108.125000 Penalty: 3010.020996
	Iteration 47Q: 3 clusters Score -1200108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1200112.625000 Penalty: 3010.020996
	Iteration 48Q: 3 clusters Score -1200113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1200110.125000 Penalty: 3010.020996
	Iteration 49Q: 3 clusters Score -1200110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1200115.250000 Penalty: 3010.020996
	Iteration 50Q: 3 clusters Score -1200115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1200118.750000 Penalty: 3010.020996
	Iteration 51Q: 3 clusters Score -1200119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1200122.250000 Penalty: 3010.020996
	Iteration 52Q: 3 clusters Score -1200122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1200124.375000 Penalty: 3010.020996
	Iteration 53Q: 3 clusters Score -1200124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1200128.000000 Penalty: 3010.020996
	Iteration 54Q: 3 clusters Score -1200128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1200129.250000 Penalty: 3010.020996
	Iteration 55Q: 3 clusters Score -1200129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1200129.250000 Penalty: 3010.020996
	Iteration 56Q: 3 clusters Score -1200129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1200128.250000 Penalty: 3010.020996
	Iteration 57Q: 3 clusters Score -1200128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1200128.125000 Penalty: 3010.020996
	Iteration 58Q: 3 clusters Score -1200128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1200128.250000 Penalty: 3010.020996
	Iteration 59Q: 3 clusters Score -1200128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1200128.875000 Penalty: 3010.020996
	Iteration 60F: 3 clusters Score -1200129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1200131.250000 Penalty: 3010.020996
	Iteration 61Q: 3 clusters Score -1200131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1200129.250000 Penalty: 3010.020996
	Iteration 62Q: 3 clusters Score -1200129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1200133.000000 Penalty: 3010.020996
	Iteration 63Q: 3 clusters Score -1200133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1200131.875000 Penalty: 3010.020996
	Iteration 64Q: 3 clusters Score -1200132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1200130.125000 Penalty: 3010.020996
	Iteration 65Q: 3 clusters Score -1200130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1200130.500000 Penalty: 3010.020996
	Iteration 66Q: 3 clusters Score -1200130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1200135.250000 Penalty: 3010.020996
	Iteration 67Q: 3 clusters Score -1200135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1200133.500000 Penalty: 3010.020996
	Iteration 68Q: 3 clusters Score -1200134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1200134.125000 Penalty: 3010.020996
	Iteration 69Q: 3 clusters Score -1200134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1200133.750000 Penalty: 3010.020996
	Iteration 70Q: 3 clusters Score -1200134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1200133.625000 Penalty: 3010.020996
	Iteration 71Q: 3 clusters Score -1200134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1200133.625000 Penalty: 3010.020996
	Iteration 72F: 3 clusters Score -1200134 nChanged 0
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: -478352.125000 Penalty: 1364.044678
	Iteration 0F: 2 clusters Score -478352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -474794.718750 Penalty: 2728.089355
	Iteration 0F: 3 clusters Score -474794.7 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -475844.656250 Penalty: 2728.089355
	Iteration 1F: 3 clusters Score -475844.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -476206.656250 Penalty: 2728.089355
	Iteration 2F: 3 clusters Score -476206.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -476607.375000 Penalty: 2728.089355
	Iteration 3F: 3 clusters Score -476607.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -476946.437500 Penalty: 2728.089355
	Iteration 4F: 3 clusters Score -476946.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -477254.218750 Penalty: 2728.089355
	Iteration 5F: 3 clusters Score -477254.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -477492.281250 Penalty: 2728.089355
	Iteration 6F: 3 clusters Score -477492.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -477665.812500 Penalty: 2728.089355
	Iteration 7Q: 3 clusters Score -477665.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -477810.562500 Penalty: 2728.089355
	Iteration 8Q: 3 clusters Score -477810.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -477949.437500 Penalty: 2728.089355
	Iteration 9Q: 3 clusters Score -477949.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -478075.562500 Penalty: 2728.089355
	Iteration 10Q: 3 clusters Score -478075.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -478191.531250 Penalty: 2728.089355
	Iteration 11Q: 3 clusters Score -478191.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -478269.718750 Penalty: 2728.089355
	Iteration 12Q: 3 clusters Score -478269.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -478329.031250 Penalty: 2728.089355
	Iteration 13Q: 3 clusters Score -478329 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -478366.406250 Penalty: 2728.089355
	Iteration 14Q: 3 clusters Score -478366.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -478392.156250 Penalty: 2728.089355
	Iteration 15Q: 3 clusters Score -478392.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -478415.625000 Penalty: 2728.089355
	Iteration 16Q: 3 clusters Score -478415.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -478437.968750 Penalty: 2728.089355
	Iteration 17Q: 3 clusters Score -478438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -478450.312500 Penalty: 2728.089355
	Iteration 18Q: 3 clusters Score -478450.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -478461.031250 Penalty: 2728.089355
	Iteration 19Q: 3 clusters Score -478461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -478465.343750 Penalty: 2728.089355
	Iteration 20F: 3 clusters Score -478465.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -478470.906250 Penalty: 2728.089355
	Iteration 21Q: 3 clusters Score -478470.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -478474.343750 Penalty: 2728.089355
	Iteration 22Q: 3 clusters Score -478474.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -478479.343750 Penalty: 2728.089355
	Iteration 23Q: 3 clusters Score -478479.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -478482.687500 Penalty: 2728.089355
	Iteration 24Q: 3 clusters Score -478482.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -478484.125000 Penalty: 2728.089355
	Iteration 25Q: 3 clusters Score -478484.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -478484.562500 Penalty: 2728.089355
	Iteration 26Q: 3 clusters Score -478484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -478484.781250 Penalty: 2728.089355
	Iteration 27Q: 3 clusters Score -478484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -478485.812500 Penalty: 2728.089355
	Iteration 28Q: 3 clusters Score -478485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -478485.687500 Penalty: 2728.089355
	Iteration 29Q: 3 clusters Score -478485.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -478486.093750 Penalty: 2728.089355
	Iteration 30Q: 3 clusters Score -478486.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -478486.093750 Penalty: 2728.089355
	Iteration 31F: 3 clusters Score -478486.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10526 members 
Mstep: Class 3 contains 1872 members 
Mstep: Class 4 contains 160012 members 
Mstep: Class 5 contains 101497 members 
Mstep: Class 6 contains 45383 members 
Mstep: Class 7 contains 76867 members 
Mstep: Class 8 contains 126047 members 
Mstep: Class 9 contains 15303 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 21975 members 
Mstep: Class 17 contains 13376 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 89997 members 
Mstep: Class 21 contains 47183 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 24518 members 
Mstep: Class 24 contains 101224 members 
Mstep: Class 25 contains 2549 members 
Entering Unmasked Estep 
Score: -102094264.000000 Penalty: 55745.789062
Splitting cluster 3 changes total score from -102094928.000000 to -102094264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (160012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160012 members 
Entering Unmasked Estep 
Score: -18139660.000000 Penalty: 1947.238037
	Iteration 0F: 2 clusters Score -1.813966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 80023 members 
Entering Unmasked Estep 
Score: -18035624.000000 Penalty: 3894.476074
	Iteration 0F: 3 clusters Score -1.803562e+07 nChanged 77335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 80956 members 
Entering Unmasked Estep 
Score: -18080616.000000 Penalty: 3894.476074
	Iteration 1F: 3 clusters Score -1.808062e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -18081506.000000 Penalty: 3894.476074
	Iteration 2Q: 3 clusters Score -1.808151e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 83108 members 
Entering Unmasked Estep 
Score: -18082510.000000 Penalty: 3894.476074
	Iteration 3Q: 3 clusters Score -1.808251e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -18083704.000000 Penalty: 3894.476074
	Iteration 4Q: 3 clusters Score -1.80837e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72211 members 
Mstep: Class 2 contains 87801 members 
Entering Unmasked Estep 
Score: -18085846.000000 Penalty: 3894.476074
	Iteration 5Q: 3 clusters Score -1.808585e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 91518 members 
Entering Unmasked Estep 
Score: -18089072.000000 Penalty: 3894.476074
	Iteration 6Q: 3 clusters Score -1.808907e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -18094488.000000 Penalty: 3894.476074
	Iteration 7F: 3 clusters Score -1.809449e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 101303 members 
Entering Unmasked Estep 
Score: -18102400.000000 Penalty: 3894.476074
	Iteration 8F: 3 clusters Score -1.81024e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 105471 members 
Entering Unmasked Estep 
Score: -18110540.000000 Penalty: 3894.476074
	Iteration 9F: 3 clusters Score -1.811054e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 108313 members 
Entering Unmasked Estep 
Score: -18116170.000000 Penalty: 3894.476074
	Iteration 10F: 3 clusters Score -1.811617e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 110498 members 
Entering Unmasked Estep 
Score: -18118406.000000 Penalty: 3894.476074
	Iteration 11Q: 3 clusters Score -1.811841e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 112461 members 
Entering Unmasked Estep 
Score: -18119240.000000 Penalty: 3894.476074
	Iteration 12Q: 3 clusters Score -1.811924e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 114365 members 
Entering Unmasked Estep 
Score: -18119886.000000 Penalty: 3894.476074
	Iteration 13Q: 3 clusters Score -1.811989e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 116303 members 
Entering Unmasked Estep 
Score: -18120460.000000 Penalty: 3894.476074
	Iteration 14Q: 3 clusters Score -1.812046e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 118213 members 
Entering Unmasked Estep 
Score: -18121042.000000 Penalty: 3894.476074
	Iteration 15Q: 3 clusters Score -1.812104e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 120157 members 
Entering Unmasked Estep 
Score: -18121558.000000 Penalty: 3894.476074
	Iteration 16Q: 3 clusters Score -1.812156e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 122130 members 
Entering Unmasked Estep 
Score: -18122044.000000 Penalty: 3894.476074
	Iteration 17Q: 3 clusters Score -1.812204e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 124147 members 
Entering Unmasked Estep 
Score: -18122694.000000 Penalty: 3894.476074
	Iteration 18Q: 3 clusters Score -1.812269e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 126191 members 
Entering Unmasked Estep 
Score: -18123272.000000 Penalty: 3894.476074
	Iteration 19Q: 3 clusters Score -1.812327e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 128262 members 
Entering Unmasked Estep 
Score: -18124066.000000 Penalty: 3894.476074
	Iteration 20F: 3 clusters Score -1.812407e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 130352 members 
Entering Unmasked Estep 
Score: -18124814.000000 Penalty: 3894.476074
	Iteration 21Q: 3 clusters Score -1.812481e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 132522 members 
Entering Unmasked Estep 
Score: -18125492.000000 Penalty: 3894.476074
	Iteration 22Q: 3 clusters Score -1.812549e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 134693 members 
Entering Unmasked Estep 
Score: -18126314.000000 Penalty: 3894.476074
	Iteration 23Q: 3 clusters Score -1.812631e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 136908 members 
Entering Unmasked Estep 
Score: -18127152.000000 Penalty: 3894.476074
	Iteration 24Q: 3 clusters Score -1.812715e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 139114 members 
Entering Unmasked Estep 
Score: -18127992.000000 Penalty: 3894.476074
	Iteration 25Q: 3 clusters Score -1.812799e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 141328 members 
Entering Unmasked Estep 
Score: -18129138.000000 Penalty: 3894.476074
	Iteration 26Q: 3 clusters Score -1.812914e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 143430 members 
Entering Unmasked Estep 
Score: -18130254.000000 Penalty: 3894.476074
	Iteration 27Q: 3 clusters Score -1.813025e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 145484 members 
Entering Unmasked Estep 
Score: -18131194.000000 Penalty: 3894.476074
	Iteration 28Q: 3 clusters Score -1.813119e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 147347 members 
Entering Unmasked Estep 
Score: -18132052.000000 Penalty: 3894.476074
	Iteration 29Q: 3 clusters Score -1.813205e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 149146 members 
Entering Unmasked Estep 
Score: -18132976.000000 Penalty: 3894.476074
	Iteration 30Q: 3 clusters Score -1.813298e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 150842 members 
Entering Unmasked Estep 
Score: -18133974.000000 Penalty: 3894.476074
	Iteration 31Q: 3 clusters Score -1.813397e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 152431 members 
Entering Unmasked Estep 
Score: -18134820.000000 Penalty: 3894.476074
	Iteration 32Q: 3 clusters Score -1.813482e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 153809 members 
Entering Unmasked Estep 
Score: -18135502.000000 Penalty: 3894.476074
	Iteration 33Q: 3 clusters Score -1.81355e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 154970 members 
Entering Unmasked Estep 
Score: -18136094.000000 Penalty: 3894.476074
	Iteration 34Q: 3 clusters Score -1.813609e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 155970 members 
Entering Unmasked Estep 
Score: -18136498.000000 Penalty: 3894.476074
	Iteration 35Q: 3 clusters Score -1.81365e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 156815 members 
Entering Unmasked Estep 
Score: -18136920.000000 Penalty: 3894.476074
	Iteration 36Q: 3 clusters Score -1.813692e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 157465 members 
Entering Unmasked Estep 
Score: -18137238.000000 Penalty: 3894.476074
	Iteration 37Q: 3 clusters Score -1.813724e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 157973 members 
Entering Unmasked Estep 
Score: -18137406.000000 Penalty: 3894.476074
	Iteration 38Q: 3 clusters Score -1.813741e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 158334 members 
Entering Unmasked Estep 
Score: -18137594.000000 Penalty: 3894.476074
	Iteration 39Q: 3 clusters Score -1.813759e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 158610 members 
Entering Unmasked Estep 
Score: -18137670.000000 Penalty: 3894.476074
	Iteration 40F: 3 clusters Score -1.813767e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 158788 members 
Entering Unmasked Estep 
Score: -18137758.000000 Penalty: 3894.476074
	Iteration 41Q: 3 clusters Score -1.813776e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 158920 members 
Entering Unmasked Estep 
Score: -18137826.000000 Penalty: 3894.476074
	Iteration 42Q: 3 clusters Score -1.813783e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 159005 members 
Entering Unmasked Estep 
Score: -18137852.000000 Penalty: 3894.476074
	Iteration 43Q: 3 clusters Score -1.813785e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 159069 members 
Entering Unmasked Estep 
Score: -18137872.000000 Penalty: 3894.476074
	Iteration 44Q: 3 clusters Score -1.813787e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 159123 members 
Entering Unmasked Estep 
Score: -18137888.000000 Penalty: 3894.476074
	Iteration 45Q: 3 clusters Score -1.813789e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 159169 members 
Entering Unmasked Estep 
Score: -18137902.000000 Penalty: 3894.476074
	Iteration 46Q: 3 clusters Score -1.81379e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 159204 members 
Entering Unmasked Estep 
Score: -18137904.000000 Penalty: 3894.476074
	Iteration 47Q: 3 clusters Score -1.81379e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 159234 members 
Entering Unmasked Estep 
Score: -18137926.000000 Penalty: 3894.476074
	Iteration 48Q: 3 clusters Score -1.813793e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 159257 members 
Entering Unmasked Estep 
Score: -18137932.000000 Penalty: 3894.476074
	Iteration 49Q: 3 clusters Score -1.813793e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 159278 members 
Entering Unmasked Estep 
Score: -18137956.000000 Penalty: 3894.476074
	Iteration 50Q: 3 clusters Score -1.813796e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 159293 members 
Entering Unmasked Estep 
Score: -18137948.000000 Penalty: 3894.476074
	Iteration 51Q: 3 clusters Score -1.813795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 159304 members 
Entering Unmasked Estep 
Score: -18137958.000000 Penalty: 3894.476074
	Iteration 52Q: 3 clusters Score -1.813796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 159320 members 
Entering Unmasked Estep 
Score: -18137970.000000 Penalty: 3894.476074
	Iteration 53Q: 3 clusters Score -1.813797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 159332 members 
Entering Unmasked Estep 
Score: -18137986.000000 Penalty: 3894.476074
	Iteration 54Q: 3 clusters Score -1.813799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 159339 members 
Entering Unmasked Estep 
Score: -18137998.000000 Penalty: 3894.476074
	Iteration 55Q: 3 clusters Score -1.8138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 159347 members 
Entering Unmasked Estep 
Score: -18138008.000000 Penalty: 3894.476074
	Iteration 56Q: 3 clusters Score -1.813801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 159359 members 
Entering Unmasked Estep 
Score: -18137994.000000 Penalty: 3894.476074
	Iteration 57Q: 3 clusters Score -1.813799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 159365 members 
Entering Unmasked Estep 
Score: -18137990.000000 Penalty: 3894.476074
	Iteration 58Q: 3 clusters Score -1.813799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 159369 members 
Entering Unmasked Estep 
Score: -18138006.000000 Penalty: 3894.476074
	Iteration 59Q: 3 clusters Score -1.813801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 159375 members 
Entering Unmasked Estep 
Score: -18138006.000000 Penalty: 3894.476074
	Iteration 60F: 3 clusters Score -1.813801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 159380 members 
Entering Unmasked Estep 
Score: -18138004.000000 Penalty: 3894.476074
	Iteration 61Q: 3 clusters Score -1.8138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 159380 members 
Entering Unmasked Estep 
Score: -18138004.000000 Penalty: 3894.476074
	Iteration 62F: 3 clusters Score -1.8138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101497 members 
Entering Unmasked Estep 
Score: -11677733.000000 Penalty: 1873.265015
	Iteration 0F: 2 clusters Score -1.167773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -11612379.000000 Penalty: 3746.530029
	Iteration 0F: 3 clusters Score -1.161238e+07 nChanged 48403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -11640740.000000 Penalty: 3746.530029
	Iteration 1F: 3 clusters Score -1.164074e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -11641596.000000 Penalty: 3746.530029
	Iteration 2Q: 3 clusters Score -1.16416e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -11642671.000000 Penalty: 3746.530029
	Iteration 3Q: 3 clusters Score -1.164267e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -11644066.000000 Penalty: 3746.530029
	Iteration 4Q: 3 clusters Score -1.164407e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59699 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -11645987.000000 Penalty: 3746.530029
	Iteration 5Q: 3 clusters Score -1.164599e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -11648748.000000 Penalty: 3746.530029
	Iteration 6F: 3 clusters Score -1.164875e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -11652477.000000 Penalty: 3746.530029
	Iteration 7F: 3 clusters Score -1.165248e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74423 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -11656877.000000 Penalty: 3746.530029
	Iteration 8F: 3 clusters Score -1.165688e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80191 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -11661556.000000 Penalty: 3746.530029
	Iteration 9F: 3 clusters Score -1.166156e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -11665725.000000 Penalty: 3746.530029
	Iteration 10F: 3 clusters Score -1.166572e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89458 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -11669080.000000 Penalty: 3746.530029
	Iteration 11Q: 3 clusters Score -1.166908e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92470 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -11671272.000000 Penalty: 3746.530029
	Iteration 12Q: 3 clusters Score -1.167127e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94651 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -11672842.000000 Penalty: 3746.530029
	Iteration 13Q: 3 clusters Score -1.167284e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96208 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -11673913.000000 Penalty: 3746.530029
	Iteration 14Q: 3 clusters Score -1.167391e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97328 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -11674682.000000 Penalty: 3746.530029
	Iteration 15Q: 3 clusters Score -1.167468e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98121 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -11675222.000000 Penalty: 3746.530029
	Iteration 16Q: 3 clusters Score -1.167522e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98675 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -11675541.000000 Penalty: 3746.530029
	Iteration 17Q: 3 clusters Score -1.167554e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99100 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -11675858.000000 Penalty: 3746.530029
	Iteration 18Q: 3 clusters Score -1.167586e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99399 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -11676048.000000 Penalty: 3746.530029
	Iteration 19Q: 3 clusters Score -1.167605e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -11676188.000000 Penalty: 3746.530029
	Iteration 20F: 3 clusters Score -1.167619e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -11676303.000000 Penalty: 3746.530029
	Iteration 21Q: 3 clusters Score -1.16763e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -11676434.000000 Penalty: 3746.530029
	Iteration 22Q: 3 clusters Score -1.167643e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99997 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -11676479.000000 Penalty: 3746.530029
	Iteration 23Q: 3 clusters Score -1.167648e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100042 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11676512.000000 Penalty: 3746.530029
	Iteration 24Q: 3 clusters Score -1.167651e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -11676548.000000 Penalty: 3746.530029
	Iteration 25Q: 3 clusters Score -1.167655e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100112 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -11676577.000000 Penalty: 3746.530029
	Iteration 26Q: 3 clusters Score -1.167658e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100145 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -11676595.000000 Penalty: 3746.530029
	Iteration 27Q: 3 clusters Score -1.16766e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100177 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11676602.000000 Penalty: 3746.530029
	Iteration 28Q: 3 clusters Score -1.16766e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100195 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -11676633.000000 Penalty: 3746.530029
	Iteration 29Q: 3 clusters Score -1.167663e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100208 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -11676646.000000 Penalty: 3746.530029
	Iteration 30Q: 3 clusters Score -1.167665e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100227 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -11676650.000000 Penalty: 3746.530029
	Iteration 31Q: 3 clusters Score -1.167665e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100248 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -11676666.000000 Penalty: 3746.530029
	Iteration 32Q: 3 clusters Score -1.167667e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100264 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11676679.000000 Penalty: 3746.530029
	Iteration 33Q: 3 clusters Score -1.167668e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11676695.000000 Penalty: 3746.530029
	Iteration 34Q: 3 clusters Score -1.16767e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100288 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11676705.000000 Penalty: 3746.530029
	Iteration 35Q: 3 clusters Score -1.16767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100294 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -11676711.000000 Penalty: 3746.530029
	Iteration 36Q: 3 clusters Score -1.167671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100299 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -11676709.000000 Penalty: 3746.530029
	Iteration 37Q: 3 clusters Score -1.167671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100303 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -11676702.000000 Penalty: 3746.530029
	Iteration 38Q: 3 clusters Score -1.16767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100307 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -11676704.000000 Penalty: 3746.530029
	Iteration 39Q: 3 clusters Score -1.16767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100311 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -11676703.000000 Penalty: 3746.530029
	Iteration 40F: 3 clusters Score -1.16767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100313 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11676698.000000 Penalty: 3746.530029
	Iteration 41Q: 3 clusters Score -1.16767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100314 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -11676699.000000 Penalty: 3746.530029
	Iteration 42Q: 3 clusters Score -1.16767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100316 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11676701.000000 Penalty: 3746.530029
	Iteration 43Q: 3 clusters Score -1.16767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100319 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11676694.000000 Penalty: 3746.530029
	Iteration 44Q: 3 clusters Score -1.167669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100322 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11676699.000000 Penalty: 3746.530029
	Iteration 45Q: 3 clusters Score -1.16767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100326 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11676703.000000 Penalty: 3746.530029
	Iteration 46Q: 3 clusters Score -1.16767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100326 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11676704.000000 Penalty: 3746.530029
	Iteration 47Q: 3 clusters Score -1.16767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100331 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -11676704.000000 Penalty: 3746.530029
	Iteration 48Q: 3 clusters Score -1.16767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100334 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11676699.000000 Penalty: 3746.530029
	Iteration 49Q: 3 clusters Score -1.16767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100335 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11676699.000000 Penalty: 3746.530029
	Iteration 50Q: 3 clusters Score -1.16767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100336 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11676704.000000 Penalty: 3746.530029
	Iteration 51Q: 3 clusters Score -1.16767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100339 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11676700.000000 Penalty: 3746.530029
	Iteration 52Q: 3 clusters Score -1.16767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100342 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -11676701.000000 Penalty: 3746.530029
	Iteration 53Q: 3 clusters Score -1.16767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100341 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11676702.000000 Penalty: 3746.530029
	Iteration 54Q: 3 clusters Score -1.16767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100341 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11676704.000000 Penalty: 3746.530029
	Iteration 55Q: 3 clusters Score -1.16767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100341 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -11676694.000000 Penalty: 3746.530029
	Iteration 56Q: 3 clusters Score -1.167669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100342 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -11676699.000000 Penalty: 3746.530029
	Iteration 57Q: 3 clusters Score -1.16767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100339 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11676699.000000 Penalty: 3746.530029
	Iteration 58Q: 3 clusters Score -1.16767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100337 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11676705.000000 Penalty: 3746.530029
	Iteration 59Q: 3 clusters Score -1.16767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100336 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11676702.000000 Penalty: 3746.530029
	Iteration 60F: 3 clusters Score -1.16767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100336 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11676706.000000 Penalty: 3746.530029
	Iteration 61Q: 3 clusters Score -1.167671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100336 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11676715.000000 Penalty: 3746.530029
	Iteration 62Q: 3 clusters Score -1.167672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100336 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11676715.000000 Penalty: 3746.530029
	Iteration 63F: 3 clusters Score -1.167672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Entering Unmasked Estep 
Score: -5293264.500000 Penalty: 1742.470093
	Iteration 0F: 2 clusters Score -5293264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -5262786.500000 Penalty: 3484.940186
	Iteration 0F: 3 clusters Score -5262786 nChanged 21273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -5274861.000000 Penalty: 3484.940186
	Iteration 1F: 3 clusters Score -5274861 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -5275415.000000 Penalty: 3484.940186
	Iteration 2Q: 3 clusters Score -5275415 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -5276046.500000 Penalty: 3484.940186
	Iteration 3Q: 3 clusters Score -5276046 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -5277085.500000 Penalty: 3484.940186
	Iteration 4Q: 3 clusters Score -5277086 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -5278912.500000 Penalty: 3484.940186
	Iteration 5F: 3 clusters Score -5278912 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -5282027.000000 Penalty: 3484.940186
	Iteration 6F: 3 clusters Score -5282027 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -5286089.000000 Penalty: 3484.940186
	Iteration 7F: 3 clusters Score -5286089 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -5289461.500000 Penalty: 3484.940186
	Iteration 8F: 3 clusters Score -5289462 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -5291026.000000 Penalty: 3484.940186
	Iteration 9Q: 3 clusters Score -5291026 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -5291500.000000 Penalty: 3484.940186
	Iteration 10Q: 3 clusters Score -5291500 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -5291642.000000 Penalty: 3484.940186
	Iteration 11Q: 3 clusters Score -5291642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -5291702.000000 Penalty: 3484.940186
	Iteration 12Q: 3 clusters Score -5291702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -5291714.500000 Penalty: 3484.940186
	Iteration 13Q: 3 clusters Score -5291714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -5291718.500000 Penalty: 3484.940186
	Iteration 14Q: 3 clusters Score -5291718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -5291738.000000 Penalty: 3484.940186
	Iteration 15Q: 3 clusters Score -5291738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -5291751.000000 Penalty: 3484.940186
	Iteration 16Q: 3 clusters Score -5291751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -5291756.500000 Penalty: 3484.940186
	Iteration 17Q: 3 clusters Score -5291756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -5291756.500000 Penalty: 3484.940186
	Iteration 18F: 3 clusters Score -5291756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76867 members 
Entering Unmasked Estep 
Score: -8937455.000000 Penalty: 1828.097778
	Iteration 0F: 2 clusters Score -8937455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -8886161.000000 Penalty: 3656.195557
	Iteration 0F: 3 clusters Score -8886161 nChanged 36639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -8907043.000000 Penalty: 3656.195557
	Iteration 1F: 3 clusters Score -8907043 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -8907404.000000 Penalty: 3656.195557
	Iteration 2Q: 3 clusters Score -8907404 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -8907844.000000 Penalty: 3656.195557
	Iteration 3Q: 3 clusters Score -8907844 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -8908353.000000 Penalty: 3656.195557
	Iteration 4Q: 3 clusters Score -8908353 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -8908891.000000 Penalty: 3656.195557
	Iteration 5Q: 3 clusters Score -8908891 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -8909528.000000 Penalty: 3656.195557
	Iteration 6Q: 3 clusters Score -8909528 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -8910295.000000 Penalty: 3656.195557
	Iteration 7Q: 3 clusters Score -8910295 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -8911470.000000 Penalty: 3656.195557
	Iteration 8Q: 3 clusters Score -8911470 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -8913356.000000 Penalty: 3656.195557
	Iteration 9Q: 3 clusters Score -8913356 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -8916238.000000 Penalty: 3656.195557
	Iteration 10F: 3 clusters Score -8916238 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -8920197.000000 Penalty: 3656.195557
	Iteration 11F: 3 clusters Score -8920197 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -8924819.000000 Penalty: 3656.195557
	Iteration 12F: 3 clusters Score -8924819 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -8929090.000000 Penalty: 3656.195557
	Iteration 13F: 3 clusters Score -8929090 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 72573 members 
Entering Unmasked Estep 
Score: -8932155.000000 Penalty: 3656.195557
	Iteration 14Q: 3 clusters Score -8932155 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 74515 members 
Entering Unmasked Estep 
Score: -8933858.000000 Penalty: 3656.195557
	Iteration 15Q: 3 clusters Score -8933858 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -8934857.000000 Penalty: 3656.195557
	Iteration 16Q: 3 clusters Score -8934857 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -8935375.000000 Penalty: 3656.195557
	Iteration 17Q: 3 clusters Score -8935375 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -8935585.000000 Penalty: 3656.195557
	Iteration 18Q: 3 clusters Score -8935585 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 76585 members 
Entering Unmasked Estep 
Score: -8935694.000000 Penalty: 3656.195557
	Iteration 19Q: 3 clusters Score -8935694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -8935754.000000 Penalty: 3656.195557
	Iteration 20F: 3 clusters Score -8935754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -8935787.000000 Penalty: 3656.195557
	Iteration 21Q: 3 clusters Score -8935787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -8935800.000000 Penalty: 3656.195557
	Iteration 22Q: 3 clusters Score -8935800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 76664 members 
Entering Unmasked Estep 
Score: -8935825.000000 Penalty: 3656.195557
	Iteration 23Q: 3 clusters Score -8935825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -8935833.000000 Penalty: 3656.195557
	Iteration 24Q: 3 clusters Score -8935833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -8935838.000000 Penalty: 3656.195557
	Iteration 25Q: 3 clusters Score -8935838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -8935838.000000 Penalty: 3656.195557
	Iteration 26Q: 3 clusters Score -8935838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 76675 members 
Entering Unmasked Estep 
Score: -8935844.000000 Penalty: 3656.195557
	Iteration 27Q: 3 clusters Score -8935844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 76677 members 
Entering Unmasked Estep 
Score: -8935846.000000 Penalty: 3656.195557
	Iteration 28Q: 3 clusters Score -8935846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -8935847.000000 Penalty: 3656.195557
	Iteration 29Q: 3 clusters Score -8935847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -8935852.000000 Penalty: 3656.195557
	Iteration 30Q: 3 clusters Score -8935852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -8935861.000000 Penalty: 3656.195557
	Iteration 31Q: 3 clusters Score -8935861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 76684 members 
Entering Unmasked Estep 
Score: -8935868.000000 Penalty: 3656.195557
	Iteration 32Q: 3 clusters Score -8935868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -8935866.000000 Penalty: 3656.195557
	Iteration 33Q: 3 clusters Score -8935866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -8935870.000000 Penalty: 3656.195557
	Iteration 34Q: 3 clusters Score -8935870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 76688 members 
Entering Unmasked Estep 
Score: -8935869.000000 Penalty: 3656.195557
	Iteration 35Q: 3 clusters Score -8935869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 76688 members 
Entering Unmasked Estep 
Score: -8935869.000000 Penalty: 3656.195557
	Iteration 36F: 3 clusters Score -8935869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126047 members 
Entering Unmasked Estep 
Score: -14250327.000000 Penalty: 1908.466675
	Iteration 0F: 2 clusters Score -1.425033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -14166200.000000 Penalty: 3816.933350
	Iteration 0F: 3 clusters Score -1.41662e+07 nChanged 60526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -14201968.000000 Penalty: 3816.933350
	Iteration 1F: 3 clusters Score -1.420197e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 70571 members 
Entering Unmasked Estep 
Score: -14203689.000000 Penalty: 3816.933350
	Iteration 2Q: 3 clusters Score -1.420369e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -14206729.000000 Penalty: 3816.933350
	Iteration 3Q: 3 clusters Score -1.420673e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 81425 members 
Entering Unmasked Estep 
Score: -14212077.000000 Penalty: 3816.933350
	Iteration 4F: 3 clusters Score -1.421208e+07 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 89824 members 
Entering Unmasked Estep 
Score: -14220245.000000 Penalty: 3816.933350
	Iteration 5F: 3 clusters Score -1.422024e+07 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 99171 members 
Entering Unmasked Estep 
Score: -14230106.000000 Penalty: 3816.933350
	Iteration 6F: 3 clusters Score -1.423011e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 107308 members 
Entering Unmasked Estep 
Score: -14238765.000000 Penalty: 3816.933350
	Iteration 7F: 3 clusters Score -1.423876e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 112595 members 
Entering Unmasked Estep 
Score: -14244121.000000 Penalty: 3816.933350
	Iteration 8Q: 3 clusters Score -1.424412e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 115597 members 
Entering Unmasked Estep 
Score: -14246673.000000 Penalty: 3816.933350
	Iteration 9Q: 3 clusters Score -1.424667e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 117481 members 
Entering Unmasked Estep 
Score: -14247934.000000 Penalty: 3816.933350
	Iteration 10Q: 3 clusters Score -1.424793e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 118785 members 
Entering Unmasked Estep 
Score: -14248573.000000 Penalty: 3816.933350
	Iteration 11Q: 3 clusters Score -1.424857e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 119781 members 
Entering Unmasked Estep 
Score: -14248922.000000 Penalty: 3816.933350
	Iteration 12Q: 3 clusters Score -1.424892e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 120561 members 
Entering Unmasked Estep 
Score: -14249175.000000 Penalty: 3816.933350
	Iteration 13Q: 3 clusters Score -1.424918e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 121194 members 
Entering Unmasked Estep 
Score: -14249393.000000 Penalty: 3816.933350
	Iteration 14Q: 3 clusters Score -1.424939e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 121704 members 
Entering Unmasked Estep 
Score: -14249532.000000 Penalty: 3816.933350
	Iteration 15Q: 3 clusters Score -1.424953e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 122098 members 
Entering Unmasked Estep 
Score: -14249621.000000 Penalty: 3816.933350
	Iteration 16Q: 3 clusters Score -1.424962e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 122385 members 
Entering Unmasked Estep 
Score: -14249710.000000 Penalty: 3816.933350
	Iteration 17Q: 3 clusters Score -1.424971e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 122603 members 
Entering Unmasked Estep 
Score: -14249756.000000 Penalty: 3816.933350
	Iteration 18Q: 3 clusters Score -1.424976e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 122803 members 
Entering Unmasked Estep 
Score: -14249776.000000 Penalty: 3816.933350
	Iteration 19Q: 3 clusters Score -1.424978e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 122961 members 
Entering Unmasked Estep 
Score: -14249774.000000 Penalty: 3816.933350
	Iteration 20F: 3 clusters Score -1.424977e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 123081 members 
Entering Unmasked Estep 
Score: -14249775.000000 Penalty: 3816.933350
	Iteration 21Q: 3 clusters Score -1.424978e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 123173 members 
Entering Unmasked Estep 
Score: -14249737.000000 Penalty: 3816.933350
	Iteration 22Q: 3 clusters Score -1.424974e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 123245 members 
Entering Unmasked Estep 
Score: -14249731.000000 Penalty: 3816.933350
	Iteration 23Q: 3 clusters Score -1.424973e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 123306 members 
Entering Unmasked Estep 
Score: -14249743.000000 Penalty: 3816.933350
	Iteration 24Q: 3 clusters Score -1.424974e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 123352 members 
Entering Unmasked Estep 
Score: -14249744.000000 Penalty: 3816.933350
	Iteration 25Q: 3 clusters Score -1.424974e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 123386 members 
Entering Unmasked Estep 
Score: -14249748.000000 Penalty: 3816.933350
	Iteration 26Q: 3 clusters Score -1.424975e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 123418 members 
Entering Unmasked Estep 
Score: -14249762.000000 Penalty: 3816.933350
	Iteration 27Q: 3 clusters Score -1.424976e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 123456 members 
Entering Unmasked Estep 
Score: -14249771.000000 Penalty: 3816.933350
	Iteration 28Q: 3 clusters Score -1.424977e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 123479 members 
Entering Unmasked Estep 
Score: -14249776.000000 Penalty: 3816.933350
	Iteration 29Q: 3 clusters Score -1.424978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 123498 members 
Entering Unmasked Estep 
Score: -14249786.000000 Penalty: 3816.933350
	Iteration 30Q: 3 clusters Score -1.424979e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 123522 members 
Entering Unmasked Estep 
Score: -14249778.000000 Penalty: 3816.933350
	Iteration 31Q: 3 clusters Score -1.424978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 123538 members 
Entering Unmasked Estep 
Score: -14249788.000000 Penalty: 3816.933350
	Iteration 32Q: 3 clusters Score -1.424979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 123552 members 
Entering Unmasked Estep 
Score: -14249784.000000 Penalty: 3816.933350
	Iteration 33Q: 3 clusters Score -1.424978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 123562 members 
Entering Unmasked Estep 
Score: -14249776.000000 Penalty: 3816.933350
	Iteration 34Q: 3 clusters Score -1.424978e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 123577 members 
Entering Unmasked Estep 
Score: -14249779.000000 Penalty: 3816.933350
	Iteration 35Q: 3 clusters Score -1.424978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 123590 members 
Entering Unmasked Estep 
Score: -14249783.000000 Penalty: 3816.933350
	Iteration 36Q: 3 clusters Score -1.424978e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 123612 members 
Entering Unmasked Estep 
Score: -14249799.000000 Penalty: 3816.933350
	Iteration 37Q: 3 clusters Score -1.42498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 123632 members 
Entering Unmasked Estep 
Score: -14249802.000000 Penalty: 3816.933350
	Iteration 38Q: 3 clusters Score -1.42498e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 123649 members 
Entering Unmasked Estep 
Score: -14249820.000000 Penalty: 3816.933350
	Iteration 39Q: 3 clusters Score -1.424982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 123659 members 
Entering Unmasked Estep 
Score: -14249829.000000 Penalty: 3816.933350
	Iteration 40F: 3 clusters Score -1.424983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 123666 members 
Entering Unmasked Estep 
Score: -14249832.000000 Penalty: 3816.933350
	Iteration 41Q: 3 clusters Score -1.424983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 123673 members 
Entering Unmasked Estep 
Score: -14249822.000000 Penalty: 3816.933350
	Iteration 42Q: 3 clusters Score -1.424982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 123678 members 
Entering Unmasked Estep 
Score: -14249827.000000 Penalty: 3816.933350
	Iteration 43Q: 3 clusters Score -1.424983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 123681 members 
Entering Unmasked Estep 
Score: -14249834.000000 Penalty: 3816.933350
	Iteration 44Q: 3 clusters Score -1.424983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 123684 members 
Entering Unmasked Estep 
Score: -14249829.000000 Penalty: 3816.933350
	Iteration 45Q: 3 clusters Score -1.424983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 123684 members 
Entering Unmasked Estep 
Score: -14249829.000000 Penalty: 3816.933350
	Iteration 46F: 3 clusters Score -1.424983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Entering Unmasked Estep 
Score: -1700008.750000 Penalty: 1565.818237
	Iteration 0F: 2 clusters Score -1700009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1689327.000000 Penalty: 3131.636475
	Iteration 0F: 3 clusters Score -1689327 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1693085.875000 Penalty: 3131.636475
	Iteration 1F: 3 clusters Score -1693086 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1693294.250000 Penalty: 3131.636475
	Iteration 2Q: 3 clusters Score -1693294 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1693445.250000 Penalty: 3131.636475
	Iteration 3Q: 3 clusters Score -1693445 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1693555.250000 Penalty: 3131.636475
	Iteration 4Q: 3 clusters Score -1693555 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1693646.000000 Penalty: 3131.636475
	Iteration 5Q: 3 clusters Score -1693646 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1693730.500000 Penalty: 3131.636475
	Iteration 6Q: 3 clusters Score -1693730 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1693807.875000 Penalty: 3131.636475
	Iteration 7Q: 3 clusters Score -1693808 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1693870.375000 Penalty: 3131.636475
	Iteration 8Q: 3 clusters Score -1693870 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1693926.625000 Penalty: 3131.636475
	Iteration 9Q: 3 clusters Score -1693927 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1693987.500000 Penalty: 3131.636475
	Iteration 10Q: 3 clusters Score -1693988 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1694048.875000 Penalty: 3131.636475
	Iteration 11Q: 3 clusters Score -1694049 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1694106.750000 Penalty: 3131.636475
	Iteration 12Q: 3 clusters Score -1694107 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1694202.750000 Penalty: 3131.636475
	Iteration 13Q: 3 clusters Score -1694203 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1694341.250000 Penalty: 3131.636475
	Iteration 14Q: 3 clusters Score -1694341 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1694541.000000 Penalty: 3131.636475
	Iteration 15Q: 3 clusters Score -1694541 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1694852.250000 Penalty: 3131.636475
	Iteration 16Q: 3 clusters Score -1694852 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1695255.000000 Penalty: 3131.636475
	Iteration 17Q: 3 clusters Score -1695255 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1695756.750000 Penalty: 3131.636475
	Iteration 18Q: 3 clusters Score -1695757 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1696254.875000 Penalty: 3131.636475
	Iteration 19Q: 3 clusters Score -1696255 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1696705.750000 Penalty: 3131.636475
	Iteration 20F: 3 clusters Score -1696706 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1697073.875000 Penalty: 3131.636475
	Iteration 21Q: 3 clusters Score -1697074 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1697387.625000 Penalty: 3131.636475
	Iteration 22Q: 3 clusters Score -1697388 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1697659.625000 Penalty: 3131.636475
	Iteration 23Q: 3 clusters Score -1697660 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1697888.000000 Penalty: 3131.636475
	Iteration 24Q: 3 clusters Score -1697888 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1698079.625000 Penalty: 3131.636475
	Iteration 25Q: 3 clusters Score -1698080 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1698248.625000 Penalty: 3131.636475
	Iteration 26Q: 3 clusters Score -1698249 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1698367.750000 Penalty: 3131.636475
	Iteration 27Q: 3 clusters Score -1698368 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1698462.875000 Penalty: 3131.636475
	Iteration 28Q: 3 clusters Score -1698463 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1698532.625000 Penalty: 3131.636475
	Iteration 29Q: 3 clusters Score -1698533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1698594.125000 Penalty: 3131.636475
	Iteration 30Q: 3 clusters Score -1698594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1698617.750000 Penalty: 3131.636475
	Iteration 31Q: 3 clusters Score -1698618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1698626.125000 Penalty: 3131.636475
	Iteration 32Q: 3 clusters Score -1698626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1698631.000000 Penalty: 3131.636475
	Iteration 33Q: 3 clusters Score -1698631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1698630.875000 Penalty: 3131.636475
	Iteration 34Q: 3 clusters Score -1698631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1698634.625000 Penalty: 3131.636475
	Iteration 35Q: 3 clusters Score -1698635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1698638.125000 Penalty: 3131.636475
	Iteration 36Q: 3 clusters Score -1698638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1698639.625000 Penalty: 3131.636475
	Iteration 37Q: 3 clusters Score -1698640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1698642.750000 Penalty: 3131.636475
	Iteration 38Q: 3 clusters Score -1698643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1698644.250000 Penalty: 3131.636475
	Iteration 39Q: 3 clusters Score -1698644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1698645.250000 Penalty: 3131.636475
	Iteration 40F: 3 clusters Score -1698645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -54983.503906 Penalty: 1016.247192
	Iteration 0F: 2 clusters Score -54983.5 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 270 members 
Entering Unmasked Estep 
Score: -53872.093750 Penalty: 2032.494385
	Iteration 0F: 3 clusters Score -53872.09 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54039.378906 Penalty: 2032.494385
	Iteration 1F: 3 clusters Score -54039.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54082.273438 Penalty: 2032.494385
	Iteration 2F: 3 clusters Score -54082.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54114.718750 Penalty: 2032.494385
	Iteration 3Q: 3 clusters Score -54114.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54134.113281 Penalty: 2032.494385
	Iteration 4Q: 3 clusters Score -54134.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54143.226562 Penalty: 2032.494385
	Iteration 5Q: 3 clusters Score -54143.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54150.820312 Penalty: 2032.494385
	Iteration 6Q: 3 clusters Score -54150.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54155.453125 Penalty: 2032.494385
	Iteration 7Q: 3 clusters Score -54155.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54157.320312 Penalty: 2032.494385
	Iteration 8Q: 3 clusters Score -54157.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54158.589844 Penalty: 2032.494385
	Iteration 9Q: 3 clusters Score -54158.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54158.589844 Penalty: 2032.494385
	Iteration 10F: 3 clusters Score -54158.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Entering Unmasked Estep 
Score: -4267928.000000 Penalty: 1716.218384
	Iteration 0F: 2 clusters Score -4267928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -4242235.000000 Penalty: 3432.436768
	Iteration 0F: 3 clusters Score -4242235 nChanged 17927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -4252340.000000 Penalty: 3432.436768
	Iteration 1F: 3 clusters Score -4252340 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -4252890.500000 Penalty: 3432.436768
	Iteration 2Q: 3 clusters Score -4252890 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -4253567.500000 Penalty: 3432.436768
	Iteration 3Q: 3 clusters Score -4253568 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -4254441.500000 Penalty: 3432.436768
	Iteration 4F: 3 clusters Score -4254442 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4255674.000000 Penalty: 3432.436768
	Iteration 5F: 3 clusters Score -4255674 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -4257123.500000 Penalty: 3432.436768
	Iteration 6F: 3 clusters Score -4257124 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -4258684.500000 Penalty: 3432.436768
	Iteration 7F: 3 clusters Score -4258684 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -4260033.500000 Penalty: 3432.436768
	Iteration 8F: 3 clusters Score -4260034 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -4261038.500000 Penalty: 3432.436768
	Iteration 9Q: 3 clusters Score -4261038 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -4261753.000000 Penalty: 3432.436768
	Iteration 10Q: 3 clusters Score -4261753 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -4262417.000000 Penalty: 3432.436768
	Iteration 11Q: 3 clusters Score -4262417 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -4263483.000000 Penalty: 3432.436768
	Iteration 12Q: 3 clusters Score -4263483 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -4265318.500000 Penalty: 3432.436768
	Iteration 13Q: 3 clusters Score -4265318 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -4265906.000000 Penalty: 3432.436768
	Iteration 14Q: 3 clusters Score -4265906 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -4266094.500000 Penalty: 3432.436768
	Iteration 15Q: 3 clusters Score -4266094 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -4266207.000000 Penalty: 3432.436768
	Iteration 16Q: 3 clusters Score -4266207 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -4266276.000000 Penalty: 3432.436768
	Iteration 17Q: 3 clusters Score -4266276 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4266320.500000 Penalty: 3432.436768
	Iteration 18Q: 3 clusters Score -4266320 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -4266353.500000 Penalty: 3432.436768
	Iteration 19Q: 3 clusters Score -4266354 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -4266372.000000 Penalty: 3432.436768
	Iteration 20F: 3 clusters Score -4266372 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -4266392.000000 Penalty: 3432.436768
	Iteration 21Q: 3 clusters Score -4266392 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4266405.000000 Penalty: 3432.436768
	Iteration 22Q: 3 clusters Score -4266405 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -4266418.000000 Penalty: 3432.436768
	Iteration 23Q: 3 clusters Score -4266418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -4266429.000000 Penalty: 3432.436768
	Iteration 24Q: 3 clusters Score -4266429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -4266437.000000 Penalty: 3432.436768
	Iteration 25Q: 3 clusters Score -4266437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -4266441.500000 Penalty: 3432.436768
	Iteration 26Q: 3 clusters Score -4266442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -4266449.500000 Penalty: 3432.436768
	Iteration 27Q: 3 clusters Score -4266450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -4266460.000000 Penalty: 3432.436768
	Iteration 28Q: 3 clusters Score -4266460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -4266462.500000 Penalty: 3432.436768
	Iteration 29Q: 3 clusters Score -4266462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4266460.500000 Penalty: 3432.436768
	Iteration 30Q: 3 clusters Score -4266460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -4266476.000000 Penalty: 3432.436768
	Iteration 31Q: 3 clusters Score -4266476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -4266486.500000 Penalty: 3432.436768
	Iteration 32Q: 3 clusters Score -4266486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -4266491.000000 Penalty: 3432.436768
	Iteration 33Q: 3 clusters Score -4266491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -4266491.000000 Penalty: 3432.436768
	Iteration 34Q: 3 clusters Score -4266491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4266491.500000 Penalty: 3432.436768
	Iteration 35Q: 3 clusters Score -4266492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -4266499.500000 Penalty: 3432.436768
	Iteration 36Q: 3 clusters Score -4266500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -4266512.000000 Penalty: 3432.436768
	Iteration 37Q: 3 clusters Score -4266512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -4266508.000000 Penalty: 3432.436768
	Iteration 38Q: 3 clusters Score -4266508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -4266509.000000 Penalty: 3432.436768
	Iteration 39Q: 3 clusters Score -4266509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -4266520.500000 Penalty: 3432.436768
	Iteration 40F: 3 clusters Score -4266520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -4266520.000000 Penalty: 3432.436768
	Iteration 41Q: 3 clusters Score -4266520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -4266520.500000 Penalty: 3432.436768
	Iteration 42Q: 3 clusters Score -4266520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -4266523.000000 Penalty: 3432.436768
	Iteration 43Q: 3 clusters Score -4266523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -4266525.500000 Penalty: 3432.436768
	Iteration 44Q: 3 clusters Score -4266526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -4266523.000000 Penalty: 3432.436768
	Iteration 45Q: 3 clusters Score -4266523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -4266521.500000 Penalty: 3432.436768
	Iteration 46Q: 3 clusters Score -4266522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -4266530.500000 Penalty: 3432.436768
	Iteration 47Q: 3 clusters Score -4266530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -4266528.500000 Penalty: 3432.436768
	Iteration 48Q: 3 clusters Score -4266528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -4266534.500000 Penalty: 3432.436768
	Iteration 49Q: 3 clusters Score -4266534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -4266538.000000 Penalty: 3432.436768
	Iteration 50Q: 3 clusters Score -4266538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -4266530.500000 Penalty: 3432.436768
	Iteration 51Q: 3 clusters Score -4266530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -4266532.500000 Penalty: 3432.436768
	Iteration 52Q: 3 clusters Score -4266532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -4266531.000000 Penalty: 3432.436768
	Iteration 53Q: 3 clusters Score -4266531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -4266529.000000 Penalty: 3432.436768
	Iteration 54Q: 3 clusters Score -4266529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -4266528.000000 Penalty: 3432.436768
	Iteration 55Q: 3 clusters Score -4266528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -4266533.000000 Penalty: 3432.436768
	Iteration 56Q: 3 clusters Score -4266533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -4266535.500000 Penalty: 3432.436768
	Iteration 57Q: 3 clusters Score -4266536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4266544.000000 Penalty: 3432.436768
	Iteration 58Q: 3 clusters Score -4266544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4266543.000000 Penalty: 3432.436768
	Iteration 59Q: 3 clusters Score -4266543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4266547.000000 Penalty: 3432.436768
	Iteration 60F: 3 clusters Score -4266547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -4266547.000000 Penalty: 3432.436768
	Iteration 61Q: 3 clusters Score -4266547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -4266544.000000 Penalty: 3432.436768
	Iteration 62Q: 3 clusters Score -4266544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4266553.500000 Penalty: 3432.436768
	Iteration 63Q: 3 clusters Score -4266554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -4266557.500000 Penalty: 3432.436768
	Iteration 64Q: 3 clusters Score -4266558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -4266560.000000 Penalty: 3432.436768
	Iteration 65Q: 3 clusters Score -4266560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -4266554.000000 Penalty: 3432.436768
	Iteration 66Q: 3 clusters Score -4266554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -4266553.500000 Penalty: 3432.436768
	Iteration 67Q: 3 clusters Score -4266554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4266560.500000 Penalty: 3432.436768
	Iteration 68Q: 3 clusters Score -4266560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -4266564.500000 Penalty: 3432.436768
	Iteration 69Q: 3 clusters Score -4266564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4266560.500000 Penalty: 3432.436768
	Iteration 70Q: 3 clusters Score -4266560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -4266562.500000 Penalty: 3432.436768
	Iteration 71Q: 3 clusters Score -4266562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -4266560.500000 Penalty: 3432.436768
	Iteration 72Q: 3 clusters Score -4266560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4266563.000000 Penalty: 3432.436768
	Iteration 73Q: 3 clusters Score -4266563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -4266559.000000 Penalty: 3432.436768
	Iteration 74Q: 3 clusters Score -4266559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -4266559.000000 Penalty: 3432.436768
	Iteration 75F: 3 clusters Score -4266559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -261892.921875 Penalty: 1268.654297
	Iteration 0F: 2 clusters Score -261892.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -259588.921875 Penalty: 2537.308594
	Iteration 0F: 3 clusters Score -259588.9 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -260341.906250 Penalty: 2537.308594
	Iteration 1F: 3 clusters Score -260341.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -260656.500000 Penalty: 2537.308594
	Iteration 2F: 3 clusters Score -260656.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -260884.921875 Penalty: 2537.308594
	Iteration 3F: 3 clusters Score -260884.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -261105.187500 Penalty: 2537.308594
	Iteration 4F: 3 clusters Score -261105.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -261257.640625 Penalty: 2537.308594
	Iteration 5F: 3 clusters Score -261257.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -261353.890625 Penalty: 2537.308594
	Iteration 6Q: 3 clusters Score -261353.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -261421.796875 Penalty: 2537.308594
	Iteration 7Q: 3 clusters Score -261421.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -261468.375000 Penalty: 2537.308594
	Iteration 8Q: 3 clusters Score -261468.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -261484.453125 Penalty: 2537.308594
	Iteration 9Q: 3 clusters Score -261484.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -261496.718750 Penalty: 2537.308594
	Iteration 10Q: 3 clusters Score -261496.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -261501.828125 Penalty: 2537.308594
	Iteration 11Q: 3 clusters Score -261501.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -261503.078125 Penalty: 2537.308594
	Iteration 12Q: 3 clusters Score -261503.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -261503.656250 Penalty: 2537.308594
	Iteration 13Q: 3 clusters Score -261503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -261503.656250 Penalty: 2537.308594
	Iteration 14F: 3 clusters Score -261503.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -52834.808594 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -52834.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51787.207031 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -51787.21 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51937.152344 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -51937.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51981.148438 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -51981.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51999.671875 Penalty: 2013.844360
	Iteration 3Q: 3 clusters Score -51999.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52006.539062 Penalty: 2013.844360
	Iteration 4Q: 3 clusters Score -52006.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52021.929688 Penalty: 2013.844360
	Iteration 5Q: 3 clusters Score -52021.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52029.265625 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -52029.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52033.140625 Penalty: 2013.844360
	Iteration 7Q: 3 clusters Score -52033.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52035.972656 Penalty: 2013.844360
	Iteration 8Q: 3 clusters Score -52035.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52037.261719 Penalty: 2013.844360
	Iteration 9Q: 3 clusters Score -52037.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52037.261719 Penalty: 2013.844360
	Iteration 10F: 3 clusters Score -52037.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Entering Unmasked Estep 
Score: -419229.656250 Penalty: 1335.246094
	Iteration 0F: 2 clusters Score -419229.7 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 1883 members 
Entering Unmasked Estep 
Score: -416097.937500 Penalty: 2670.492188
	Iteration 0F: 3 clusters Score -416097.9 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -416984.812500 Penalty: 2670.492188
	Iteration 1F: 3 clusters Score -416984.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -417190.281250 Penalty: 2670.492188
	Iteration 2F: 3 clusters Score -417190.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -417315.218750 Penalty: 2670.492188
	Iteration 3F: 3 clusters Score -417315.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -417398.218750 Penalty: 2670.492188
	Iteration 4Q: 3 clusters Score -417398.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -417481.656250 Penalty: 2670.492188
	Iteration 5Q: 3 clusters Score -417481.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -417551.687500 Penalty: 2670.492188
	Iteration 6Q: 3 clusters Score -417551.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -417618.687500 Penalty: 2670.492188
	Iteration 7Q: 3 clusters Score -417618.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -417701.312500 Penalty: 2670.492188
	Iteration 8Q: 3 clusters Score -417701.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -417797.500000 Penalty: 2670.492188
	Iteration 9Q: 3 clusters Score -417797.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -417900.687500 Penalty: 2670.492188
	Iteration 10Q: 3 clusters Score -417900.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -417996.187500 Penalty: 2670.492188
	Iteration 11Q: 3 clusters Score -417996.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -418087.187500 Penalty: 2670.492188
	Iteration 12Q: 3 clusters Score -418087.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -418174.312500 Penalty: 2670.492188
	Iteration 13Q: 3 clusters Score -418174.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -418263.531250 Penalty: 2670.492188
	Iteration 14Q: 3 clusters Score -418263.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -418324.625000 Penalty: 2670.492188
	Iteration 15Q: 3 clusters Score -418324.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -418365.468750 Penalty: 2670.492188
	Iteration 16Q: 3 clusters Score -418365.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -418400.968750 Penalty: 2670.492188
	Iteration 17Q: 3 clusters Score -418401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -418420.187500 Penalty: 2670.492188
	Iteration 18Q: 3 clusters Score -418420.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -418438.781250 Penalty: 2670.492188
	Iteration 19Q: 3 clusters Score -418438.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -418442.750000 Penalty: 2670.492188
	Iteration 20F: 3 clusters Score -418442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -418446.406250 Penalty: 2670.492188
	Iteration 21Q: 3 clusters Score -418446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -418446.593750 Penalty: 2670.492188
	Iteration 22Q: 3 clusters Score -418446.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -418448.000000 Penalty: 2670.492188
	Iteration 23Q: 3 clusters Score -418448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -418448.000000 Penalty: 2670.492188
	Iteration 24F: 3 clusters Score -418448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Entering Unmasked Estep 
Score: -1142827.000000 Penalty: 1494.850098
	Iteration 0F: 2 clusters Score -1142827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1135786.625000 Penalty: 2989.700195
	Iteration 0F: 3 clusters Score -1135787 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1138005.875000 Penalty: 2989.700195
	Iteration 1F: 3 clusters Score -1138006 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1138292.250000 Penalty: 2989.700195
	Iteration 2F: 3 clusters Score -1138292 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1138584.000000 Penalty: 2989.700195
	Iteration 3F: 3 clusters Score -1138584 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1138946.250000 Penalty: 2989.700195
	Iteration 4F: 3 clusters Score -1138946 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1139356.875000 Penalty: 2989.700195
	Iteration 5F: 3 clusters Score -1139357 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1139821.750000 Penalty: 2989.700195
	Iteration 6F: 3 clusters Score -1139822 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1140318.875000 Penalty: 2989.700195
	Iteration 7F: 3 clusters Score -1140319 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1140718.125000 Penalty: 2989.700195
	Iteration 8Q: 3 clusters Score -1140718 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1141056.500000 Penalty: 2989.700195
	Iteration 9Q: 3 clusters Score -1141056 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1141279.125000 Penalty: 2989.700195
	Iteration 10Q: 3 clusters Score -1141279 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1141406.000000 Penalty: 2989.700195
	Iteration 11Q: 3 clusters Score -1141406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1141473.250000 Penalty: 2989.700195
	Iteration 12Q: 3 clusters Score -1141473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1141497.625000 Penalty: 2989.700195
	Iteration 13Q: 3 clusters Score -1141498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1141511.375000 Penalty: 2989.700195
	Iteration 14Q: 3 clusters Score -1141511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1141523.000000 Penalty: 2989.700195
	Iteration 15Q: 3 clusters Score -1141523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1141533.500000 Penalty: 2989.700195
	Iteration 16Q: 3 clusters Score -1141534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1141545.000000 Penalty: 2989.700195
	Iteration 17Q: 3 clusters Score -1141545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1141552.250000 Penalty: 2989.700195
	Iteration 18Q: 3 clusters Score -1141552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1141556.500000 Penalty: 2989.700195
	Iteration 19Q: 3 clusters Score -1141556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1141560.750000 Penalty: 2989.700195
	Iteration 20F: 3 clusters Score -1141561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1141566.000000 Penalty: 2989.700195
	Iteration 21Q: 3 clusters Score -1141566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1141569.750000 Penalty: 2989.700195
	Iteration 22Q: 3 clusters Score -1141570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1141571.250000 Penalty: 2989.700195
	Iteration 23Q: 3 clusters Score -1141571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1141571.250000 Penalty: 2989.700195
	Iteration 24F: 3 clusters Score -1141571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Entering Unmasked Estep 
Score: -2532187.000000 Penalty: 1624.619873
	Iteration 0F: 2 clusters Score -2532187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2517279.000000 Penalty: 3249.239746
	Iteration 0F: 3 clusters Score -2517279 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2523002.500000 Penalty: 3249.239746
	Iteration 1F: 3 clusters Score -2523002 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2523647.000000 Penalty: 3249.239746
	Iteration 2F: 3 clusters Score -2523647 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2524458.250000 Penalty: 3249.239746
	Iteration 3F: 3 clusters Score -2524458 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2525627.750000 Penalty: 3249.239746
	Iteration 4F: 3 clusters Score -2525628 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2527013.250000 Penalty: 3249.239746
	Iteration 5F: 3 clusters Score -2527013 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2528290.000000 Penalty: 3249.239746
	Iteration 6F: 3 clusters Score -2528290 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2529372.000000 Penalty: 3249.239746
	Iteration 7F: 3 clusters Score -2529372 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2530061.500000 Penalty: 3249.239746
	Iteration 8Q: 3 clusters Score -2530062 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2530432.750000 Penalty: 3249.239746
	Iteration 9Q: 3 clusters Score -2530433 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2530616.250000 Penalty: 3249.239746
	Iteration 10Q: 3 clusters Score -2530616 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2530737.500000 Penalty: 3249.239746
	Iteration 11Q: 3 clusters Score -2530738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2530794.500000 Penalty: 3249.239746
	Iteration 12Q: 3 clusters Score -2530794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2530836.750000 Penalty: 3249.239746
	Iteration 13Q: 3 clusters Score -2530837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2530853.750000 Penalty: 3249.239746
	Iteration 14Q: 3 clusters Score -2530854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -2530861.750000 Penalty: 3249.239746
	Iteration 15Q: 3 clusters Score -2530862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2530867.750000 Penalty: 3249.239746
	Iteration 16Q: 3 clusters Score -2530868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2530870.500000 Penalty: 3249.239746
	Iteration 17Q: 3 clusters Score -2530870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2530873.750000 Penalty: 3249.239746
	Iteration 18Q: 3 clusters Score -2530874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2530874.000000 Penalty: 3249.239746
	Iteration 19Q: 3 clusters Score -2530874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2530874.000000 Penalty: 3249.239746
	Iteration 20F: 3 clusters Score -2530874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Entering Unmasked Estep 
Score: -1547728.625000 Penalty: 1543.947754
	Iteration 0F: 2 clusters Score -1547729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1538380.375000 Penalty: 3087.895508
	Iteration 0F: 3 clusters Score -1538380 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1541526.500000 Penalty: 3087.895508
	Iteration 1F: 3 clusters Score -1541526 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1541854.500000 Penalty: 3087.895508
	Iteration 2F: 3 clusters Score -1541854 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1542125.875000 Penalty: 3087.895508
	Iteration 3F: 3 clusters Score -1542126 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1542380.625000 Penalty: 3087.895508
	Iteration 4Q: 3 clusters Score -1542381 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1542648.375000 Penalty: 3087.895508
	Iteration 5Q: 3 clusters Score -1542648 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1542915.375000 Penalty: 3087.895508
	Iteration 6Q: 3 clusters Score -1542915 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1543182.125000 Penalty: 3087.895508
	Iteration 7Q: 3 clusters Score -1543182 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1543466.875000 Penalty: 3087.895508
	Iteration 8Q: 3 clusters Score -1543467 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1543753.500000 Penalty: 3087.895508
	Iteration 9Q: 3 clusters Score -1543754 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1544061.000000 Penalty: 3087.895508
	Iteration 10Q: 3 clusters Score -1544061 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1544350.125000 Penalty: 3087.895508
	Iteration 11Q: 3 clusters Score -1544350 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1544548.375000 Penalty: 3087.895508
	Iteration 12Q: 3 clusters Score -1544548 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1544670.500000 Penalty: 3087.895508
	Iteration 13Q: 3 clusters Score -1544670 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1544765.500000 Penalty: 3087.895508
	Iteration 14Q: 3 clusters Score -1544766 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1544839.875000 Penalty: 3087.895508
	Iteration 15Q: 3 clusters Score -1544840 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1544903.750000 Penalty: 3087.895508
	Iteration 16Q: 3 clusters Score -1544904 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1544957.750000 Penalty: 3087.895508
	Iteration 17Q: 3 clusters Score -1544958 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1544995.000000 Penalty: 3087.895508
	Iteration 18Q: 3 clusters Score -1544995 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1545020.375000 Penalty: 3087.895508
	Iteration 19Q: 3 clusters Score -1545020 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1545039.250000 Penalty: 3087.895508
	Iteration 20F: 3 clusters Score -1545039 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1545055.750000 Penalty: 3087.895508
	Iteration 21Q: 3 clusters Score -1545056 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1545076.875000 Penalty: 3087.895508
	Iteration 22Q: 3 clusters Score -1545077 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1545090.750000 Penalty: 3087.895508
	Iteration 23Q: 3 clusters Score -1545091 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1545100.125000 Penalty: 3087.895508
	Iteration 24Q: 3 clusters Score -1545100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1545121.250000 Penalty: 3087.895508
	Iteration 25Q: 3 clusters Score -1545121 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1545126.250000 Penalty: 3087.895508
	Iteration 26Q: 3 clusters Score -1545126 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1545136.000000 Penalty: 3087.895508
	Iteration 27Q: 3 clusters Score -1545136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1545138.875000 Penalty: 3087.895508
	Iteration 28Q: 3 clusters Score -1545139 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1545148.500000 Penalty: 3087.895508
	Iteration 29Q: 3 clusters Score -1545148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1545156.875000 Penalty: 3087.895508
	Iteration 30Q: 3 clusters Score -1545157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1545163.375000 Penalty: 3087.895508
	Iteration 31Q: 3 clusters Score -1545163 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1545171.875000 Penalty: 3087.895508
	Iteration 32Q: 3 clusters Score -1545172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1545179.375000 Penalty: 3087.895508
	Iteration 33Q: 3 clusters Score -1545179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1545183.375000 Penalty: 3087.895508
	Iteration 34Q: 3 clusters Score -1545183 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1545187.625000 Penalty: 3087.895508
	Iteration 35Q: 3 clusters Score -1545188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1545193.875000 Penalty: 3087.895508
	Iteration 36Q: 3 clusters Score -1545194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1545190.375000 Penalty: 3087.895508
	Iteration 37Q: 3 clusters Score -1545190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1545193.625000 Penalty: 3087.895508
	Iteration 38Q: 3 clusters Score -1545194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1545195.750000 Penalty: 3087.895508
	Iteration 39Q: 3 clusters Score -1545196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1545194.000000 Penalty: 3087.895508
	Iteration 40F: 3 clusters Score -1545194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1545193.250000 Penalty: 3087.895508
	Iteration 41Q: 3 clusters Score -1545193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1545199.250000 Penalty: 3087.895508
	Iteration 42Q: 3 clusters Score -1545199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1545198.250000 Penalty: 3087.895508
	Iteration 43Q: 3 clusters Score -1545198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1545197.125000 Penalty: 3087.895508
	Iteration 44Q: 3 clusters Score -1545197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1545198.500000 Penalty: 3087.895508
	Iteration 45Q: 3 clusters Score -1545198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1545200.125000 Penalty: 3087.895508
	Iteration 46Q: 3 clusters Score -1545200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1545204.750000 Penalty: 3087.895508
	Iteration 47Q: 3 clusters Score -1545205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1545202.125000 Penalty: 3087.895508
	Iteration 48Q: 3 clusters Score -1545202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1545200.125000 Penalty: 3087.895508
	Iteration 49Q: 3 clusters Score -1545200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1545200.750000 Penalty: 3087.895508
	Iteration 50Q: 3 clusters Score -1545201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1545202.125000 Penalty: 3087.895508
	Iteration 51Q: 3 clusters Score -1545202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1545208.250000 Penalty: 3087.895508
	Iteration 52Q: 3 clusters Score -1545208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1545205.250000 Penalty: 3087.895508
	Iteration 53Q: 3 clusters Score -1545205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1545203.625000 Penalty: 3087.895508
	Iteration 54Q: 3 clusters Score -1545204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1545204.625000 Penalty: 3087.895508
	Iteration 55Q: 3 clusters Score -1545205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1545203.750000 Penalty: 3087.895508
	Iteration 56Q: 3 clusters Score -1545204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1545204.375000 Penalty: 3087.895508
	Iteration 57Q: 3 clusters Score -1545204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1545211.250000 Penalty: 3087.895508
	Iteration 58Q: 3 clusters Score -1545211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1545209.500000 Penalty: 3087.895508
	Iteration 59Q: 3 clusters Score -1545210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1545209.750000 Penalty: 3087.895508
	Iteration 60F: 3 clusters Score -1545210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1545209.750000 Penalty: 3087.895508
	Iteration 61Q: 3 clusters Score -1545210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1545208.000000 Penalty: 3087.895508
	Iteration 62Q: 3 clusters Score -1545208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1545208.125000 Penalty: 3087.895508
	Iteration 63Q: 3 clusters Score -1545208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1545213.375000 Penalty: 3087.895508
	Iteration 64Q: 3 clusters Score -1545213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1545212.125000 Penalty: 3087.895508
	Iteration 65Q: 3 clusters Score -1545212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1545213.000000 Penalty: 3087.895508
	Iteration 66Q: 3 clusters Score -1545213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1545215.125000 Penalty: 3087.895508
	Iteration 67Q: 3 clusters Score -1545215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1545212.750000 Penalty: 3087.895508
	Iteration 68Q: 3 clusters Score -1545213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1545212.500000 Penalty: 3087.895508
	Iteration 69Q: 3 clusters Score -1545212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1545211.250000 Penalty: 3087.895508
	Iteration 70Q: 3 clusters Score -1545211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1545214.875000 Penalty: 3087.895508
	Iteration 71Q: 3 clusters Score -1545215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1545215.250000 Penalty: 3087.895508
	Iteration 72Q: 3 clusters Score -1545215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1545214.375000 Penalty: 3087.895508
	Iteration 73Q: 3 clusters Score -1545214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1545217.625000 Penalty: 3087.895508
	Iteration 74Q: 3 clusters Score -1545218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1545217.500000 Penalty: 3087.895508
	Iteration 75Q: 3 clusters Score -1545218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1545217.375000 Penalty: 3087.895508
	Iteration 76Q: 3 clusters Score -1545217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1545217.375000 Penalty: 3087.895508
	Iteration 77F: 3 clusters Score -1545217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Entering Unmasked Estep 
Score: -185465.750000 Penalty: 1196.738892
	Iteration 0F: 2 clusters Score -185465.8 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 794 members 
Entering Unmasked Estep 
Score: -183609.781250 Penalty: 2393.477783
	Iteration 0F: 3 clusters Score -183609.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -183972.843750 Penalty: 2393.477783
	Iteration 1F: 3 clusters Score -183972.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -184058.093750 Penalty: 2393.477783
	Iteration 2F: 3 clusters Score -184058.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -184097.890625 Penalty: 2393.477783
	Iteration 3Q: 3 clusters Score -184097.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -184133.718750 Penalty: 2393.477783
	Iteration 4Q: 3 clusters Score -184133.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -184152.687500 Penalty: 2393.477783
	Iteration 5Q: 3 clusters Score -184152.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -184171.234375 Penalty: 2393.477783
	Iteration 6Q: 3 clusters Score -184171.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -184182.796875 Penalty: 2393.477783
	Iteration 7Q: 3 clusters Score -184182.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -184188.859375 Penalty: 2393.477783
	Iteration 8Q: 3 clusters Score -184188.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -184193.500000 Penalty: 2393.477783
	Iteration 9Q: 3 clusters Score -184193.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -184197.750000 Penalty: 2393.477783
	Iteration 10Q: 3 clusters Score -184197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -184199.296875 Penalty: 2393.477783
	Iteration 11Q: 3 clusters Score -184199.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -184199.859375 Penalty: 2393.477783
	Iteration 12Q: 3 clusters Score -184199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -184199.859375 Penalty: 2393.477783
	Iteration 13F: 3 clusters Score -184199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Entering Unmasked Estep 
Score: -847750.500000 Penalty: 1446.825806
	Iteration 0F: 2 clusters Score -847750.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -842343.000000 Penalty: 2893.651611
	Iteration 0F: 3 clusters Score -842343 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -843976.500000 Penalty: 2893.651611
	Iteration 1F: 3 clusters Score -843976.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -844304.437500 Penalty: 2893.651611
	Iteration 2F: 3 clusters Score -844304.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -844683.000000 Penalty: 2893.651611
	Iteration 3F: 3 clusters Score -844683 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -845112.625000 Penalty: 2893.651611
	Iteration 4F: 3 clusters Score -845112.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -845544.687500 Penalty: 2893.651611
	Iteration 5F: 3 clusters Score -845544.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -845952.687500 Penalty: 2893.651611
	Iteration 6F: 3 clusters Score -845952.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -846368.562500 Penalty: 2893.651611
	Iteration 7F: 3 clusters Score -846368.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -846754.062500 Penalty: 2893.651611
	Iteration 8F: 3 clusters Score -846754.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -847025.437500 Penalty: 2893.651611
	Iteration 9Q: 3 clusters Score -847025.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -847160.687500 Penalty: 2893.651611
	Iteration 10Q: 3 clusters Score -847160.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -847203.625000 Penalty: 2893.651611
	Iteration 11Q: 3 clusters Score -847203.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -847216.062500 Penalty: 2893.651611
	Iteration 12Q: 3 clusters Score -847216.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -847223.937500 Penalty: 2893.651611
	Iteration 13Q: 3 clusters Score -847223.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -847228.625000 Penalty: 2893.651611
	Iteration 14Q: 3 clusters Score -847228.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -847228.875000 Penalty: 2893.651611
	Iteration 15Q: 3 clusters Score -847228.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -847230.562500 Penalty: 2893.651611
	Iteration 16Q: 3 clusters Score -847230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -847230.562500 Penalty: 2893.651611
	Iteration 17Q: 3 clusters Score -847230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -847233.000000 Penalty: 2893.651611
	Iteration 18Q: 3 clusters Score -847233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -847233.687500 Penalty: 2893.651611
	Iteration 19Q: 3 clusters Score -847233.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -847233.687500 Penalty: 2893.651611
	Iteration 20F: 3 clusters Score -847233.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (89997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Entering Unmasked Estep 
Score: -10488932.000000 Penalty: 1853.723877
	Iteration 0F: 2 clusters Score -1.048893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -10430558.000000 Penalty: 3707.447754
	Iteration 0F: 3 clusters Score -1.043056e+07 nChanged 43007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -10454878.000000 Penalty: 3707.447754
	Iteration 1F: 3 clusters Score -1.045488e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -10455246.000000 Penalty: 3707.447754
	Iteration 2Q: 3 clusters Score -1.045525e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -10455676.000000 Penalty: 3707.447754
	Iteration 3Q: 3 clusters Score -1.045568e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -10456145.000000 Penalty: 3707.447754
	Iteration 4Q: 3 clusters Score -1.045614e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -10456711.000000 Penalty: 3707.447754
	Iteration 5Q: 3 clusters Score -1.045671e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -10457499.000000 Penalty: 3707.447754
	Iteration 6Q: 3 clusters Score -1.04575e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -10458744.000000 Penalty: 3707.447754
	Iteration 7Q: 3 clusters Score -1.045874e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -10460894.000000 Penalty: 3707.447754
	Iteration 8Q: 3 clusters Score -1.046089e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -10464309.000000 Penalty: 3707.447754
	Iteration 9F: 3 clusters Score -1.046431e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 59624 members 
Entering Unmasked Estep 
Score: -10468686.000000 Penalty: 3707.447754
	Iteration 10F: 3 clusters Score -1.046869e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -10472362.000000 Penalty: 3707.447754
	Iteration 11F: 3 clusters Score -1.047236e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -10474427.000000 Penalty: 3707.447754
	Iteration 12Q: 3 clusters Score -1.047443e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -10475366.000000 Penalty: 3707.447754
	Iteration 13Q: 3 clusters Score -1.047537e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -10476080.000000 Penalty: 3707.447754
	Iteration 14Q: 3 clusters Score -1.047608e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -10476844.000000 Penalty: 3707.447754
	Iteration 15Q: 3 clusters Score -1.047684e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -10477712.000000 Penalty: 3707.447754
	Iteration 16Q: 3 clusters Score -1.047771e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 74123 members 
Entering Unmasked Estep 
Score: -10478627.000000 Penalty: 3707.447754
	Iteration 17Q: 3 clusters Score -1.047863e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -10479575.000000 Penalty: 3707.447754
	Iteration 18Q: 3 clusters Score -1.047958e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -10480641.000000 Penalty: 3707.447754
	Iteration 19Q: 3 clusters Score -1.048064e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -10481761.000000 Penalty: 3707.447754
	Iteration 20F: 3 clusters Score -1.048176e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 82536 members 
Entering Unmasked Estep 
Score: -10482818.000000 Penalty: 3707.447754
	Iteration 21Q: 3 clusters Score -1.048282e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -10483861.000000 Penalty: 3707.447754
	Iteration 22Q: 3 clusters Score -1.048386e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -10484734.000000 Penalty: 3707.447754
	Iteration 23Q: 3 clusters Score -1.048473e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 87149 members 
Entering Unmasked Estep 
Score: -10485375.000000 Penalty: 3707.447754
	Iteration 24Q: 3 clusters Score -1.048538e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -10486025.000000 Penalty: 3707.447754
	Iteration 25Q: 3 clusters Score -1.048602e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
Score: -10486597.000000 Penalty: 3707.447754
	Iteration 26Q: 3 clusters Score -1.04866e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 89435 members 
Entering Unmasked Estep 
Score: -10486933.000000 Penalty: 3707.447754
	Iteration 27Q: 3 clusters Score -1.048693e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -10487132.000000 Penalty: 3707.447754
	Iteration 28Q: 3 clusters Score -1.048713e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 89753 members 
Entering Unmasked Estep 
Score: -10487258.000000 Penalty: 3707.447754
	Iteration 29Q: 3 clusters Score -1.048726e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 89788 members 
Entering Unmasked Estep 
Score: -10487291.000000 Penalty: 3707.447754
	Iteration 30Q: 3 clusters Score -1.048729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -10487314.000000 Penalty: 3707.447754
	Iteration 31Q: 3 clusters Score -1.048731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 89818 members 
Entering Unmasked Estep 
Score: -10487338.000000 Penalty: 3707.447754
	Iteration 32Q: 3 clusters Score -1.048734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 89828 members 
Entering Unmasked Estep 
Score: -10487345.000000 Penalty: 3707.447754
	Iteration 33Q: 3 clusters Score -1.048734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -10487353.000000 Penalty: 3707.447754
	Iteration 34Q: 3 clusters Score -1.048735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -10487351.000000 Penalty: 3707.447754
	Iteration 35Q: 3 clusters Score -1.048735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -10487351.000000 Penalty: 3707.447754
	Iteration 36F: 3 clusters Score -1.048735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Entering Unmasked Estep 
Score: -5411936.500000 Penalty: 1748.790771
	Iteration 0F: 2 clusters Score -5411936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -5380435.500000 Penalty: 3497.581543
	Iteration 0F: 3 clusters Score -5380436 nChanged 22120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -5392949.000000 Penalty: 3497.581543
	Iteration 1F: 3 clusters Score -5392949 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -5393620.000000 Penalty: 3497.581543
	Iteration 2Q: 3 clusters Score -5393620 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -5394569.000000 Penalty: 3497.581543
	Iteration 3Q: 3 clusters Score -5394569 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -5395802.500000 Penalty: 3497.581543
	Iteration 4Q: 3 clusters Score -5395802 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -5397303.000000 Penalty: 3497.581543
	Iteration 5F: 3 clusters Score -5397303 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -5399130.500000 Penalty: 3497.581543
	Iteration 6F: 3 clusters Score -5399130 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -5401100.500000 Penalty: 3497.581543
	Iteration 7F: 3 clusters Score -5401100 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -5403168.000000 Penalty: 3497.581543
	Iteration 8F: 3 clusters Score -5403168 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -5404749.500000 Penalty: 3497.581543
	Iteration 9F: 3 clusters Score -5404750 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -5405704.500000 Penalty: 3497.581543
	Iteration 10Q: 3 clusters Score -5405704 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -5406145.000000 Penalty: 3497.581543
	Iteration 11Q: 3 clusters Score -5406145 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -5406442.000000 Penalty: 3497.581543
	Iteration 12Q: 3 clusters Score -5406442 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5406716 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5407669 nChanged 520
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Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5407899 nChanged 473
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Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5408138 nChanged 453
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Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5408252 nChanged 395
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Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5408532 nChanged 395
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Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5408614 nChanged 387
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Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5408669 nChanged 368
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Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5408722 nChanged 388
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Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5408832 nChanged 394
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Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5408918 nChanged 388
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Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5409033 nChanged 370
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Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5409416 nChanged 371
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Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5409510 nChanged 354
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Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5409682 nChanged 294
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Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42051 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42262 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42460 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5410148 nChanged 158
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Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43634 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43749 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5410341 nChanged 94
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Mstep: Class 1 contains 43841 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5410385 nChanged 74
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Mstep: Class 1 contains 43993 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44049 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5410404 nChanged 60
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Mstep: Class 1 contains 44109 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5410406 nChanged 54
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Mstep: Class 1 contains 44163 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5410421 nChanged 66
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5410441 nChanged 55
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5410448 nChanged 43
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5410460 nChanged 42
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	Iteration 66Q: 3 clusters Score -5410467 nChanged 40
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Mstep: Class 1 contains 44405 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5410472 nChanged 39
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	Iteration 68Q: 3 clusters Score -5410458 nChanged 41
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	Iteration 69Q: 3 clusters Score -5410477 nChanged 50
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	Iteration 70Q: 3 clusters Score -5410489 nChanged 40
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	Iteration 71Q: 3 clusters Score -5410498 nChanged 40
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	Iteration 72Q: 3 clusters Score -5410500 nChanged 38
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5410515 nChanged 38
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	Iteration 74Q: 3 clusters Score -5410518 nChanged 46
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	Iteration 75Q: 3 clusters Score -5410525 nChanged 43
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	Iteration 76Q: 3 clusters Score -5410533 nChanged 41
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	Iteration 77Q: 3 clusters Score -5410560 nChanged 35
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	Iteration 78Q: 3 clusters Score -5410558 nChanged 36
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	Iteration 79Q: 3 clusters Score -5410570 nChanged 35
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	Iteration 80F: 3 clusters Score -5410566 nChanged 39
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5410576 nChanged 42
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5410597 nChanged 48
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	Iteration 83Q: 3 clusters Score -5410611 nChanged 52
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	Iteration 84Q: 3 clusters Score -5410629 nChanged 45
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	Iteration 85Q: 3 clusters Score -5410626 nChanged 46
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5410644 nChanged 51
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	Iteration 87Q: 3 clusters Score -5410668 nChanged 47
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	Iteration 89Q: 3 clusters Score -5410674 nChanged 29
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	Iteration 91Q: 3 clusters Score -5410668 nChanged 10
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	Iteration 94Q: 3 clusters Score -5410678 nChanged 7
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	Iteration 95Q: 3 clusters Score -5410678 nChanged 7
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	Iteration 96Q: 3 clusters Score -5410680 nChanged 14
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	Iteration 97Q: 3 clusters Score -5410686 nChanged 17
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	Iteration 98Q: 3 clusters Score -5410685 nChanged 12
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	Iteration 99Q: 3 clusters Score -5410684 nChanged 9
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	Iteration 100F: 3 clusters Score -5410688 nChanged 14
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	Iteration 101Q: 3 clusters Score -5410696 nChanged 10
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	Iteration 102Q: 3 clusters Score -5410693 nChanged 10
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5410704 nChanged 11
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	Iteration 104Q: 3 clusters Score -5410708 nChanged 10
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5410710 nChanged 8
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Entering Unmasked Estep 
Score: -5410721.000000 Penalty: 3497.581543
	Iteration 106Q: 3 clusters Score -5410721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5410710.500000 Penalty: 3497.581543
	Iteration 107Q: 3 clusters Score -5410710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5410713.000000 Penalty: 3497.581543
	Iteration 108Q: 3 clusters Score -5410713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5410715.000000 Penalty: 3497.581543
	Iteration 109Q: 3 clusters Score -5410715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5410714.000000 Penalty: 3497.581543
	Iteration 110Q: 3 clusters Score -5410714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5410714.000000 Penalty: 3497.581543
	Iteration 111Q: 3 clusters Score -5410714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5410710.500000 Penalty: 3497.581543
	Iteration 112Q: 3 clusters Score -5410710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5410713.500000 Penalty: 3497.581543
	Iteration 113Q: 3 clusters Score -5410714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5410712.000000 Penalty: 3497.581543
	Iteration 114Q: 3 clusters Score -5410712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5410710.000000 Penalty: 3497.581543
	Iteration 115Q: 3 clusters Score -5410710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5410710.000000 Penalty: 3497.581543
	Iteration 116F: 3 clusters Score -5410710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Entering Unmasked Estep 
Score: -794371.250000 Penalty: 1434.463501
	Iteration 0F: 2 clusters Score -794371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -789243.125000 Penalty: 2868.927002
	Iteration 0F: 3 clusters Score -789243.1 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -790682.750000 Penalty: 2868.927002
	Iteration 1F: 3 clusters Score -790682.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -790885.937500 Penalty: 2868.927002
	Iteration 2F: 3 clusters Score -790885.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -791011.625000 Penalty: 2868.927002
	Iteration 3Q: 3 clusters Score -791011.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -791109.937500 Penalty: 2868.927002
	Iteration 4Q: 3 clusters Score -791109.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -791209.875000 Penalty: 2868.927002
	Iteration 5Q: 3 clusters Score -791209.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -791317.312500 Penalty: 2868.927002
	Iteration 6Q: 3 clusters Score -791317.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -791419.000000 Penalty: 2868.927002
	Iteration 7Q: 3 clusters Score -791419 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -791543.250000 Penalty: 2868.927002
	Iteration 8Q: 3 clusters Score -791543.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -791678.500000 Penalty: 2868.927002
	Iteration 9Q: 3 clusters Score -791678.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -791821.875000 Penalty: 2868.927002
	Iteration 10Q: 3 clusters Score -791821.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -791988.875000 Penalty: 2868.927002
	Iteration 11Q: 3 clusters Score -791988.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -792159.375000 Penalty: 2868.927002
	Iteration 12Q: 3 clusters Score -792159.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -792324.437500 Penalty: 2868.927002
	Iteration 13Q: 3 clusters Score -792324.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -792499.187500 Penalty: 2868.927002
	Iteration 14Q: 3 clusters Score -792499.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -792679.500000 Penalty: 2868.927002
	Iteration 15Q: 3 clusters Score -792679.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -792825.312500 Penalty: 2868.927002
	Iteration 16Q: 3 clusters Score -792825.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -792912.437500 Penalty: 2868.927002
	Iteration 17Q: 3 clusters Score -792912.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -792970.687500 Penalty: 2868.927002
	Iteration 18Q: 3 clusters Score -792970.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -793007.625000 Penalty: 2868.927002
	Iteration 19Q: 3 clusters Score -793007.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -793040.375000 Penalty: 2868.927002
	Iteration 20F: 3 clusters Score -793040.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -793065.625000 Penalty: 2868.927002
	Iteration 21Q: 3 clusters Score -793065.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -793072.187500 Penalty: 2868.927002
	Iteration 22Q: 3 clusters Score -793072.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -793077.812500 Penalty: 2868.927002
	Iteration 23Q: 3 clusters Score -793077.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -793083.750000 Penalty: 2868.927002
	Iteration 24Q: 3 clusters Score -793083.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -793086.250000 Penalty: 2868.927002
	Iteration 25Q: 3 clusters Score -793086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -793086.437500 Penalty: 2868.927002
	Iteration 26Q: 3 clusters Score -793086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -793087.875000 Penalty: 2868.927002
	Iteration 27Q: 3 clusters Score -793087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -793088.250000 Penalty: 2868.927002
	Iteration 28Q: 3 clusters Score -793088.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -793088.250000 Penalty: 2868.927002
	Iteration 29F: 3 clusters Score -793088.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Entering Unmasked Estep 
Score: -2846732.500000 Penalty: 1642.413940
	Iteration 0F: 2 clusters Score -2846732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2830134.000000 Penalty: 3284.827881
	Iteration 0F: 3 clusters Score -2830134 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2836330.500000 Penalty: 3284.827881
	Iteration 1F: 3 clusters Score -2836330 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2836672.750000 Penalty: 3284.827881
	Iteration 2Q: 3 clusters Score -2836673 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2836971.000000 Penalty: 3284.827881
	Iteration 3Q: 3 clusters Score -2836971 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2837261.250000 Penalty: 3284.827881
	Iteration 4Q: 3 clusters Score -2837261 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2837655.750000 Penalty: 3284.827881
	Iteration 5Q: 3 clusters Score -2837656 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2838223.750000 Penalty: 3284.827881
	Iteration 6Q: 3 clusters Score -2838224 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2839085.250000 Penalty: 3284.827881
	Iteration 7Q: 3 clusters Score -2839085 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2840328.000000 Penalty: 3284.827881
	Iteration 8F: 3 clusters Score -2840328 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2841744.000000 Penalty: 3284.827881
	Iteration 9F: 3 clusters Score -2841744 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2842926.000000 Penalty: 3284.827881
	Iteration 10F: 3 clusters Score -2842926 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2843632.250000 Penalty: 3284.827881
	Iteration 11Q: 3 clusters Score -2843632 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2844117.250000 Penalty: 3284.827881
	Iteration 12Q: 3 clusters Score -2844117 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2844498.500000 Penalty: 3284.827881
	Iteration 13Q: 3 clusters Score -2844498 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2844817.750000 Penalty: 3284.827881
	Iteration 14Q: 3 clusters Score -2844818 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2845084.000000 Penalty: 3284.827881
	Iteration 15Q: 3 clusters Score -2845084 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2845288.000000 Penalty: 3284.827881
	Iteration 16Q: 3 clusters Score -2845288 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2845381.750000 Penalty: 3284.827881
	Iteration 17Q: 3 clusters Score -2845382 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2845418.500000 Penalty: 3284.827881
	Iteration 18Q: 3 clusters Score -2845418 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2845440.500000 Penalty: 3284.827881
	Iteration 19Q: 3 clusters Score -2845440 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2845451.750000 Penalty: 3284.827881
	Iteration 20F: 3 clusters Score -2845452 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2845464.500000 Penalty: 3284.827881
	Iteration 21Q: 3 clusters Score -2845464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2845466.750000 Penalty: 3284.827881
	Iteration 22Q: 3 clusters Score -2845467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2845465.000000 Penalty: 3284.827881
	Iteration 23Q: 3 clusters Score -2845465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2845472.250000 Penalty: 3284.827881
	Iteration 24Q: 3 clusters Score -2845472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2845477.750000 Penalty: 3284.827881
	Iteration 25Q: 3 clusters Score -2845478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2845477.750000 Penalty: 3284.827881
	Iteration 26Q: 3 clusters Score -2845478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2845480.000000 Penalty: 3284.827881
	Iteration 27Q: 3 clusters Score -2845480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2845481.000000 Penalty: 3284.827881
	Iteration 28Q: 3 clusters Score -2845481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2845478.250000 Penalty: 3284.827881
	Iteration 29Q: 3 clusters Score -2845478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2845481.500000 Penalty: 3284.827881
	Iteration 30Q: 3 clusters Score -2845482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2845483.250000 Penalty: 3284.827881
	Iteration 31Q: 3 clusters Score -2845483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2845483.250000 Penalty: 3284.827881
	Iteration 32F: 3 clusters Score -2845483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (101224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101224 members 
Entering Unmasked Estep 
Score: -11796442.000000 Penalty: 1872.827271
	Iteration 0F: 2 clusters Score -1.179644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -11731994.000000 Penalty: 3745.654541
	Iteration 0F: 3 clusters Score -1.173199e+07 nChanged 48444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -11759703.000000 Penalty: 3745.654541
	Iteration 1F: 3 clusters Score -1.17597e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -11760281.000000 Penalty: 3745.654541
	Iteration 2Q: 3 clusters Score -1.176028e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -11761094.000000 Penalty: 3745.654541
	Iteration 3Q: 3 clusters Score -1.176109e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -11762478.000000 Penalty: 3745.654541
	Iteration 4Q: 3 clusters Score -1.176248e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -11765157.000000 Penalty: 3745.654541
	Iteration 5F: 3 clusters Score -1.176516e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -11770075.000000 Penalty: 3745.654541
	Iteration 6F: 3 clusters Score -1.177008e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81076 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -11777364.000000 Penalty: 3745.654541
	Iteration 7F: 3 clusters Score -1.177736e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90126 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -11785151.000000 Penalty: 3745.654541
	Iteration 8F: 3 clusters Score -1.178515e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -11790751.000000 Penalty: 3745.654541
	Iteration 9F: 3 clusters Score -1.179075e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99795 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -11793445.000000 Penalty: 3745.654541
	Iteration 10Q: 3 clusters Score -1.179344e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100778 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11794398.000000 Penalty: 3745.654541
	Iteration 11Q: 3 clusters Score -1.17944e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101012 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11794656.000000 Penalty: 3745.654541
	Iteration 12Q: 3 clusters Score -1.179466e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101053 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11794730.000000 Penalty: 3745.654541
	Iteration 13Q: 3 clusters Score -1.179473e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11794762.000000 Penalty: 3745.654541
	Iteration 14Q: 3 clusters Score -1.179476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101065 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11794783.000000 Penalty: 3745.654541
	Iteration 15Q: 3 clusters Score -1.179478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11794812.000000 Penalty: 3745.654541
	Iteration 16Q: 3 clusters Score -1.179481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101075 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11794828.000000 Penalty: 3745.654541
	Iteration 17Q: 3 clusters Score -1.179483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101070 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11794839.000000 Penalty: 3745.654541
	Iteration 18Q: 3 clusters Score -1.179484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11794838.000000 Penalty: 3745.654541
	Iteration 19Q: 3 clusters Score -1.179484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101067 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11794832.000000 Penalty: 3745.654541
	Iteration 20F: 3 clusters Score -1.179483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11794826.000000 Penalty: 3745.654541
	Iteration 21Q: 3 clusters Score -1.179483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11794833.000000 Penalty: 3745.654541
	Iteration 22Q: 3 clusters Score -1.179483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11794836.000000 Penalty: 3745.654541
	Iteration 23Q: 3 clusters Score -1.179484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11794836.000000 Penalty: 3745.654541
	Iteration 24F: 3 clusters Score -1.179484e+07 nChanged 0
--- Evaluating fit on full set of 2732297 points ---
Entering Unmasked Estep 
Score: -305851136.000000 Penalty: 57800.546875
25->25 Clusters: Score -305851136.000000, best is -306082816.000000

Main iterations: 0 (time per=infms)
Total iterations: 83113 (time per=284.292098ms)
Iterations metric 2: 3880136212480.000000 (time per=6.089572ns)
Iterations metric 3: 93127809433600.000000 (time per=253.719800ps)

That took 23628.369141 seconds.
